2022-04-26 00:34:55,603 - mmseg - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.0 (default, Oct 9 2018, 10:31:47) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: A100-SXM-80GB CUDA_HOME: /mnt/lustre/share/cuda-11.1 NVCC: Build cuda_11.1.TC455_06.29069683_0 GCC: gcc (GCC) 5.4.0 PyTorch: 1.9.0+cu111 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.1 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - CuDNN 8.0.5 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, TorchVision: 0.10.0+cu111 OpenCV: 4.5.5 MMCV: 1.4.2 MMCV Compiler: GCC 7.3 MMCV CUDA Compiler: 11.1 MMSegmentation: 0.20.2+1f70964 ------------------------------------------------------------ 2022-04-26 00:34:55,605 - mmseg - INFO - Distributed training: True 2022-04-26 00:34:56,375 - mmseg - INFO - Config: num_things_classes = 100 num_stuff_classes = 50 num_classes = 150 norm_cfg = dict(type='SyncBN', requires_grad=True) model = dict( type='EncoderDecoderMask2Former', pretrained='pretrained/beit_large_patch16_224_pt22k_ft22k.pth', backbone=dict( type='BEiTDenseAdaptor', patch_size=16, embed_dim=1024, depth=24, num_heads=16, mlp_ratio=4, qkv_bias=True, use_abs_pos_emb=False, use_rel_pos_bias=True, img_size=640, init_values=1e-06, drop_path_rate=0.3, conv_inplane=64, n_points=4, deform_num_heads=16, interact_with_ffn=True, interact_ffn_ratio=0.25, interact_deform_ratio=0.5, extract_with_ffn=True, extract_ffn_ratio=0.25, extract_deform_ratio=0.5, num_extract_block=2, add_vit_feature=True, interact_indexes=[[0, 5], [6, 11], [12, 17], [18, 23]]), decode_head=dict( type='Mask2FormerHead', in_channels=[1024, 1024, 1024, 1024], feat_channels=1024, out_channels=1024, in_index=[0, 1, 2, 3], num_things_classes=100, num_stuff_classes=50, num_queries=100, num_transformer_feat_level=3, pixel_decoder=dict( type='MSDeformAttnPixelDecoder', num_outs=3, norm_cfg=dict(type='GN', num_groups=32), act_cfg=dict(type='ReLU'), encoder=dict( type='DetrTransformerEncoder', num_layers=6, transformerlayers=dict( type='BaseTransformerLayer', attn_cfgs=dict( type='MultiScaleDeformableAttention', embed_dims=1024, num_heads=32, num_levels=3, num_points=4, im2col_step=64, dropout=0.0, batch_first=False, norm_cfg=None, init_cfg=None), ffn_cfgs=dict( type='FFN', embed_dims=1024, feedforward_channels=4096, num_fcs=2, ffn_drop=0.0, act_cfg=dict(type='ReLU', inplace=True)), operation_order=('self_attn', 'norm', 'ffn', 'norm')), init_cfg=None), positional_encoding=dict( type='SinePositionalEncoding', num_feats=512, normalize=True), init_cfg=None), enforce_decoder_input_project=False, positional_encoding=dict( type='SinePositionalEncoding', num_feats=512, normalize=True), transformer_decoder=dict( type='DetrTransformerDecoder', return_intermediate=True, num_layers=9, transformerlayers=dict( type='DetrTransformerDecoderLayer', attn_cfgs=dict( type='MultiheadAttention', embed_dims=1024, num_heads=32, attn_drop=0.0, proj_drop=0.0, dropout_layer=None, batch_first=False), ffn_cfgs=dict( embed_dims=1024, feedforward_channels=4096, num_fcs=2, act_cfg=dict(type='ReLU', inplace=True), ffn_drop=0.0, dropout_layer=None, add_identity=True), feedforward_channels=4096, operation_order=('cross_attn', 'norm', 'self_attn', 'norm', 'ffn', 'norm')), init_cfg=None), loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=2.0, reduction='mean', class_weight=[ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.1 ]), loss_mask=dict( type='CrossEntropyLoss', use_sigmoid=True, reduction='mean', loss_weight=5.0), loss_dice=dict( type='DiceLoss', use_sigmoid=True, activate=True, reduction='mean', naive_dice=True, eps=1.0, loss_weight=5.0)), train_cfg=dict( num_points=12544, oversample_ratio=3.0, importance_sample_ratio=0.75, assigner=dict( type='MaskHungarianAssigner', cls_cost=dict(type='ClassificationCost', weight=2.0), mask_cost=dict( type='CrossEntropyLossCost', weight=5.0, use_sigmoid=True), dice_cost=dict( type='DiceCost', weight=5.0, pred_act=True, eps=1.0)), sampler=dict(type='MaskPseudoSampler')), test_cfg=dict( panoptic_on=True, semantic_on=False, instance_on=True, max_per_image=100, iou_thr=0.8, filter_low_score=True, mode='slide', crop_size=(640, 640), stride=(426, 426)), init_cfg=None) find_unused_parameters = True dataset_type = 'ADE20KDataset' data_root = 'data/ade/ADEChallengeData2016' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) crop_size = (640, 640) train_pipeline = [ dict(type='LoadImageFromFile'), dict(type='LoadAnnotations', reduce_zero_label=True), dict(type='Resize', img_scale=(2048, 640), ratio_range=(0.5, 2.0)), dict(type='RandomCrop', crop_size=(640, 640), cat_max_ratio=0.75), dict(type='RandomFlip', prob=0.5), dict(type='PhotoMetricDistortion'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size=(640, 640), pad_val=0, seg_pad_val=255), dict(type='ToMask'), dict(type='DefaultFormatBundle'), dict( type='Collect', keys=['img', 'gt_semantic_seg', 'gt_masks', 'gt_labels']) ] test_pipeline = [ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(2048, 640), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='ResizeToMultiple', size_divisor=32), dict(type='RandomFlip'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]) ] data = dict( samples_per_gpu=2, workers_per_gpu=4, train=dict( type='ADE20KDataset', data_root='data/ade/ADEChallengeData2016', img_dir='images/training', ann_dir='annotations/training', pipeline=[ dict(type='LoadImageFromFile'), dict(type='LoadAnnotations', reduce_zero_label=True), dict(type='Resize', img_scale=(2048, 640), ratio_range=(0.5, 2.0)), dict(type='RandomCrop', crop_size=(640, 640), cat_max_ratio=0.75), dict(type='RandomFlip', prob=0.5), dict(type='PhotoMetricDistortion'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size=(640, 640), pad_val=0, seg_pad_val=255), dict(type='ToMask'), dict(type='DefaultFormatBundle'), dict( type='Collect', keys=['img', 'gt_semantic_seg', 'gt_masks', 'gt_labels']) ]), val=dict( type='ADE20KDataset', data_root='data/ade/ADEChallengeData2016', img_dir='images/validation', ann_dir='annotations/validation', pipeline=[ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(2048, 640), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='ResizeToMultiple', size_divisor=32), dict(type='RandomFlip'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]) ]), test=dict( type='ADE20KDataset', data_root='data/ade/ADEChallengeData2016', img_dir='images/validation', ann_dir='annotations/validation', pipeline=[ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(2048, 640), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='ResizeToMultiple', size_divisor=32), dict(type='RandomFlip'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]) ])) log_config = dict( interval=50, hooks=[dict(type='TextLoggerHook', by_epoch=False)]) dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] cudnn_benchmark = True optimizer = dict( type='AdamW', lr=2e-05, betas=(0.9, 0.999), weight_decay=0.05, constructor='LayerDecayOptimizerConstructor', paramwise_cfg=dict(num_layers=24, layer_decay_rate=0.9)) optimizer_config = dict() lr_config = dict( policy='poly', warmup='linear', warmup_iters=1500, warmup_ratio=1e-06, power=1.0, min_lr=0.0, by_epoch=False) runner = dict(type='IterBasedRunner', max_iters=160000) checkpoint_config = dict(by_epoch=False, interval=80000) evaluation = dict(interval=16000, metric='mIoU', pre_eval=True) work_dir = './work_dirs/mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2' gpu_ids = range(0, 8) auto_resume = False 2022-04-26 00:35:04,610 - mmseg - INFO - Set random seed to 1934499603, deterministic: False 2022-04-26 00:35:23,837 - mmseg - WARNING - The model and loaded state dict do not match exactly unexpected key in source state_dict: fc_norm.weight, fc_norm.bias, head.weight, head.bias missing keys in source state_dict: blocks.0.attn.relative_position_index, blocks.1.attn.relative_position_index, blocks.2.attn.relative_position_index, blocks.3.attn.relative_position_index, blocks.4.attn.relative_position_index, blocks.5.attn.relative_position_index, blocks.6.attn.relative_position_index, blocks.7.attn.relative_position_index, blocks.8.attn.relative_position_index, blocks.9.attn.relative_position_index, blocks.10.attn.relative_position_index, blocks.11.attn.relative_position_index, blocks.12.attn.relative_position_index, blocks.13.attn.relative_position_index, blocks.14.attn.relative_position_index, blocks.15.attn.relative_position_index, blocks.16.attn.relative_position_index, blocks.17.attn.relative_position_index, blocks.18.attn.relative_position_index, blocks.19.attn.relative_position_index, blocks.20.attn.relative_position_index, blocks.21.attn.relative_position_index, blocks.22.attn.relative_position_index, blocks.23.attn.relative_position_index Name of parameter - Initialization information backbone.cls_token - torch.Size([1, 1, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.level_embed - torch.Size([3, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.patch_embed.proj.weight - torch.Size([1024, 3, 16, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.patch_embed.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.0.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.1.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.2.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.3.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.4.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.5.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.6.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.7.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.8.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.9.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.10.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.11.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.12.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.13.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.14.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.15.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.16.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.17.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.18.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.19.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.20.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.21.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.22.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.attn.relative_position_bias_table - torch.Size([6244, 16]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.blocks.23.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.stem.0.weight - torch.Size([64, 3, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.stem.1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.stem.1.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.stem.3.weight - torch.Size([64, 64, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.stem.4.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.stem.4.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.stem.6.weight - torch.Size([64, 64, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.stem.7.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.stem.7.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.conv2.0.weight - torch.Size([128, 64, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.conv2.1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.conv2.1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.conv3.0.weight - torch.Size([256, 128, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.conv3.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.conv3.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.conv4.0.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.conv4.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.conv4.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.fc1.weight - torch.Size([1024, 64, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.fc1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.fc2.weight - torch.Size([1024, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.fc3.weight - torch.Size([1024, 256, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.fc3.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.fc4.weight - torch.Size([1024, 256, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.conv_branch.fc4.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.extract.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.extract.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.extract.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.extract.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.extract.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.extract.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.extract.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.extract.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.extract.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.extract.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.extract.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.extract.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.insert.gamma - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.insert.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.insert.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.insert.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.insert.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.insert.attn.sampling_offsets.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.insert.attn.sampling_offsets.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.insert.attn.attention_weights.weight - torch.Size([192, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.insert.attn.attention_weights.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.insert.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.insert.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.insert.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.insert.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.0.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.extract.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.extract.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.extract.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.extract.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.extract.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.extract.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.extract.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.extract.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.extract.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.extract.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.extract.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.extract.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.insert.gamma - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.insert.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.insert.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.insert.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.insert.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.insert.attn.sampling_offsets.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.insert.attn.sampling_offsets.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.insert.attn.attention_weights.weight - torch.Size([192, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.insert.attn.attention_weights.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.insert.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.insert.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.insert.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.insert.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.1.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.extract.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.extract.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.extract.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.extract.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.extract.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.extract.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.extract.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.extract.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.extract.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.extract.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.extract.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.extract.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.insert.gamma - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.insert.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.insert.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.insert.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.insert.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.insert.attn.sampling_offsets.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.insert.attn.sampling_offsets.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.insert.attn.attention_weights.weight - torch.Size([192, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.insert.attn.attention_weights.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.insert.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.insert.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.insert.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.insert.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.2.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.extract.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.extract.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.extract.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.extract.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.extract.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.extract.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.extract.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.extract.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.extract.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.extract.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.extract.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.extract.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.insert.gamma - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.insert.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.insert.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.insert.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.insert.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.insert.attn.sampling_offsets.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.insert.attn.sampling_offsets.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.insert.attn.attention_weights.weight - torch.Size([192, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.insert.attn.attention_weights.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.insert.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.insert.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.insert.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.insert.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.interact_blocks.3.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.extract.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.extract.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.extract.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.extract.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.extract.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.extract.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.extract.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.extract.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.extract.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.extract.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.extract.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.extract.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.0.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.extract.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.extract.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.extract.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.extract.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.extract.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.extract.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.extract.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.extract.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.extract.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.extract.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.extract.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.extract.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.extract_blocks.1.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.up.weight - torch.Size([1024, 1024, 2, 2]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.up.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.norm3.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.norm3.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.norm4.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former backbone.norm4.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.conv_seg.weight - torch.Size([150, 1024, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.conv_seg.bias - torch.Size([150]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.input_convs.0.conv.weight - torch.Size([1024, 1024, 1, 1]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.input_convs.0.conv.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.input_convs.0.gn.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.input_convs.0.gn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.input_convs.1.conv.weight - torch.Size([1024, 1024, 1, 1]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.input_convs.1.conv.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.input_convs.1.gn.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.input_convs.1.gn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.input_convs.2.conv.weight - torch.Size([1024, 1024, 1, 1]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.input_convs.2.conv.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.input_convs.2.gn.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.input_convs.2.gn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.0.attentions.0.sampling_offsets.weight - torch.Size([768, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.0.attentions.0.sampling_offsets.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.0.attentions.0.attention_weights.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.0.attentions.0.attention_weights.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.0.attentions.0.value_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.0.attentions.0.value_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.0.attentions.0.output_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.0.attentions.0.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.0.ffns.0.layers.0.0.weight - torch.Size([4096, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.0.ffns.0.layers.0.0.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.0.ffns.0.layers.1.weight - torch.Size([1024, 4096]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.0.ffns.0.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.0.norms.0.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.0.norms.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.0.norms.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.0.norms.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.1.attentions.0.sampling_offsets.weight - torch.Size([768, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.1.attentions.0.sampling_offsets.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.1.attentions.0.attention_weights.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.1.attentions.0.attention_weights.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.1.attentions.0.value_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.1.attentions.0.value_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.1.attentions.0.output_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.1.attentions.0.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.1.ffns.0.layers.0.0.weight - torch.Size([4096, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.1.ffns.0.layers.0.0.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.1.ffns.0.layers.1.weight - torch.Size([1024, 4096]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.1.ffns.0.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.1.norms.0.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.1.norms.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.1.norms.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.1.norms.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.2.attentions.0.sampling_offsets.weight - torch.Size([768, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.2.attentions.0.sampling_offsets.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.2.attentions.0.attention_weights.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.2.attentions.0.attention_weights.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.2.attentions.0.value_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.2.attentions.0.value_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.2.attentions.0.output_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.2.attentions.0.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.2.ffns.0.layers.0.0.weight - torch.Size([4096, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.2.ffns.0.layers.0.0.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.2.ffns.0.layers.1.weight - torch.Size([1024, 4096]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.2.ffns.0.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.2.norms.0.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.2.norms.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.2.norms.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.2.norms.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.3.attentions.0.sampling_offsets.weight - torch.Size([768, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.3.attentions.0.sampling_offsets.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.3.attentions.0.attention_weights.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.3.attentions.0.attention_weights.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.3.attentions.0.value_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.3.attentions.0.value_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.3.attentions.0.output_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.3.attentions.0.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.3.ffns.0.layers.0.0.weight - torch.Size([4096, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.3.ffns.0.layers.0.0.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.3.ffns.0.layers.1.weight - torch.Size([1024, 4096]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.3.ffns.0.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.3.norms.0.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.3.norms.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.3.norms.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.3.norms.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.4.attentions.0.sampling_offsets.weight - torch.Size([768, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.4.attentions.0.sampling_offsets.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.4.attentions.0.attention_weights.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.4.attentions.0.attention_weights.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.4.attentions.0.value_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.4.attentions.0.value_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.4.attentions.0.output_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.4.attentions.0.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.4.ffns.0.layers.0.0.weight - torch.Size([4096, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.4.ffns.0.layers.0.0.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.4.ffns.0.layers.1.weight - torch.Size([1024, 4096]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.4.ffns.0.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.4.norms.0.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.4.norms.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.4.norms.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.4.norms.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.5.attentions.0.sampling_offsets.weight - torch.Size([768, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.5.attentions.0.sampling_offsets.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.5.attentions.0.attention_weights.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.5.attentions.0.attention_weights.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.5.attentions.0.value_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.5.attentions.0.value_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.5.attentions.0.output_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.5.attentions.0.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.5.ffns.0.layers.0.0.weight - torch.Size([4096, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.5.ffns.0.layers.0.0.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.5.ffns.0.layers.1.weight - torch.Size([1024, 4096]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.encoder.layers.5.ffns.0.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.5.norms.0.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.5.norms.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.5.norms.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.encoder.layers.5.norms.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.level_encoding.weight - torch.Size([3, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.lateral_convs.0.conv.weight - torch.Size([1024, 1024, 1, 1]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.lateral_convs.0.gn.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.lateral_convs.0.gn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.output_convs.0.conv.weight - torch.Size([1024, 1024, 3, 3]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.output_convs.0.gn.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.output_convs.0.gn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.pixel_decoder.mask_feature.weight - torch.Size([1024, 1024, 1, 1]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.pixel_decoder.mask_feature.bias - torch.Size([1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.0.attentions.0.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.0.attentions.0.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.0.attentions.0.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.0.attentions.0.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.0.attentions.1.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.0.attentions.1.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.0.attentions.1.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.0.attentions.1.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.0.ffns.0.layers.0.0.weight - torch.Size([4096, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.0.ffns.0.layers.0.0.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.0.ffns.0.layers.1.weight - torch.Size([1024, 4096]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.0.ffns.0.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.0.norms.0.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.0.norms.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.0.norms.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.0.norms.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.0.norms.2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.0.norms.2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.1.attentions.0.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.1.attentions.0.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.1.attentions.0.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.1.attentions.0.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.1.attentions.1.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.1.attentions.1.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.1.attentions.1.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.1.attentions.1.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.1.ffns.0.layers.0.0.weight - torch.Size([4096, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.1.ffns.0.layers.0.0.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.1.ffns.0.layers.1.weight - torch.Size([1024, 4096]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.1.ffns.0.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.1.norms.0.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.1.norms.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.1.norms.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.1.norms.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.1.norms.2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.1.norms.2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.2.attentions.0.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.2.attentions.0.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.2.attentions.0.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.2.attentions.0.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.2.attentions.1.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.2.attentions.1.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.2.attentions.1.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.2.attentions.1.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.2.ffns.0.layers.0.0.weight - torch.Size([4096, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.2.ffns.0.layers.0.0.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.2.ffns.0.layers.1.weight - torch.Size([1024, 4096]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.2.ffns.0.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.2.norms.0.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.2.norms.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.2.norms.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.2.norms.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.2.norms.2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.2.norms.2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.3.attentions.0.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.3.attentions.0.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.3.attentions.0.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.3.attentions.0.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.3.attentions.1.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.3.attentions.1.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.3.attentions.1.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.3.attentions.1.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.3.ffns.0.layers.0.0.weight - torch.Size([4096, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.3.ffns.0.layers.0.0.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.3.ffns.0.layers.1.weight - torch.Size([1024, 4096]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.3.ffns.0.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.3.norms.0.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.3.norms.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.3.norms.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.3.norms.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.3.norms.2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.3.norms.2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.4.attentions.0.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.4.attentions.0.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.4.attentions.0.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.4.attentions.0.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.4.attentions.1.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.4.attentions.1.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.4.attentions.1.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.4.attentions.1.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.4.ffns.0.layers.0.0.weight - torch.Size([4096, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.4.ffns.0.layers.0.0.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.4.ffns.0.layers.1.weight - torch.Size([1024, 4096]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.4.ffns.0.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.4.norms.0.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.4.norms.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.4.norms.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.4.norms.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.4.norms.2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.4.norms.2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.5.attentions.0.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.5.attentions.0.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.5.attentions.0.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.5.attentions.0.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.5.attentions.1.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.5.attentions.1.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.5.attentions.1.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.5.attentions.1.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.5.ffns.0.layers.0.0.weight - torch.Size([4096, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.5.ffns.0.layers.0.0.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.5.ffns.0.layers.1.weight - torch.Size([1024, 4096]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.5.ffns.0.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.5.norms.0.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.5.norms.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.5.norms.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.5.norms.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.5.norms.2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.5.norms.2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.6.attentions.0.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.6.attentions.0.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.6.attentions.0.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.6.attentions.0.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.6.attentions.1.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.6.attentions.1.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.6.attentions.1.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.6.attentions.1.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.6.ffns.0.layers.0.0.weight - torch.Size([4096, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.6.ffns.0.layers.0.0.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.6.ffns.0.layers.1.weight - torch.Size([1024, 4096]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.6.ffns.0.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.6.norms.0.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.6.norms.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.6.norms.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.6.norms.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.6.norms.2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.6.norms.2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.7.attentions.0.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.7.attentions.0.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.7.attentions.0.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.7.attentions.0.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.7.attentions.1.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.7.attentions.1.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.7.attentions.1.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.7.attentions.1.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.7.ffns.0.layers.0.0.weight - torch.Size([4096, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.7.ffns.0.layers.0.0.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.7.ffns.0.layers.1.weight - torch.Size([1024, 4096]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.7.ffns.0.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.7.norms.0.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.7.norms.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.7.norms.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.7.norms.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.7.norms.2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.7.norms.2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.8.attentions.0.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.8.attentions.0.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.8.attentions.0.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.8.attentions.0.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.8.attentions.1.attn.in_proj_weight - torch.Size([3072, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.8.attentions.1.attn.in_proj_bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.8.attentions.1.attn.out_proj.weight - torch.Size([1024, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.8.attentions.1.attn.out_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.8.ffns.0.layers.0.0.weight - torch.Size([4096, 1024]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.8.ffns.0.layers.0.0.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.8.ffns.0.layers.1.weight - torch.Size([1024, 4096]): Initialized by user-defined `init_weights` in Mask2FormerHead decode_head.transformer_decoder.layers.8.ffns.0.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.8.norms.0.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.8.norms.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.8.norms.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.8.norms.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.8.norms.2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.layers.8.norms.2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.post_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.transformer_decoder.post_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.query_embed.weight - torch.Size([100, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.query_feat.weight - torch.Size([100, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.level_embed.weight - torch.Size([3, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.cls_embed.weight - torch.Size([151, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.cls_embed.bias - torch.Size([151]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.mask_embed.0.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.mask_embed.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.mask_embed.2.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.mask_embed.2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.mask_embed.4.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former decode_head.mask_embed.4.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoderMask2Former 2022-04-26 00:35:27,118 - mmseg - INFO - EncoderDecoderMask2Former( (backbone): BEiTDenseAdaptor( (patch_embed): PatchEmbed( (proj): Conv2d(3, 1024, kernel_size=(16, 16), stride=(16, 16)) ) (pos_drop): Dropout(p=0.0, inplace=False) (blocks): ModuleList( (0): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (1): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.013043479062616825) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (2): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.02608695812523365) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (3): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.03913043811917305) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (4): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.0521739162504673) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (5): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.06521739810705185) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (6): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.0782608762383461) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (7): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.09130435436964035) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (8): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.1043478325009346) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (9): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.11739131063222885) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (10): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.1304347962141037) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (11): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.14347827434539795) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (12): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.1565217524766922) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (13): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.16956523060798645) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (14): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.1826087087392807) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (15): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.19565218687057495) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (16): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.2086956650018692) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (17): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.22173914313316345) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (18): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.2347826212644577) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (19): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.24782609939575195) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (20): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.260869562625885) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (21): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.27391305565834045) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (22): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.2869565188884735) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (23): Block( (norm1): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=1024, out_features=3072, bias=False) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=1024, out_features=1024, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): DropPath(p=0.30000001192092896) (norm2): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=1024, out_features=4096, bias=True) (act): GELU() (fc2): Linear(in_features=4096, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) ) (conv_branch): ConvBranch( (stem): Sequential( (0): Conv2d(3, 64, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False) (1): SyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) (4): SyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) (7): SyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (8): ReLU(inplace=True) (9): MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) ) (conv2): Sequential( (0): Conv2d(64, 128, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False) (1): SyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) ) (conv3): Sequential( (0): Conv2d(128, 256, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False) (1): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) ) (conv4): Sequential( (0): Conv2d(256, 256, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False) (1): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) ) (fc1): Conv2d(64, 1024, kernel_size=(1, 1), stride=(1, 1)) (fc2): Conv2d(128, 1024, kernel_size=(1, 1), stride=(1, 1)) (fc3): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1)) (fc4): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1)) ) (interact_blocks): Sequential( (0): InteractBlock( (extract): ExtractLayer( (query_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (feat_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): MSDeformAttn( (sampling_offsets): Linear(in_features=1024, out_features=128, bias=True) (attention_weights): Linear(in_features=1024, out_features=64, bias=True) (value_proj): Linear(in_features=1024, out_features=512, bias=True) (output_proj): Linear(in_features=512, out_features=1024, bias=True) ) ) (insert): InsertLayer( (query_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (feat_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): MSDeformAttn( (sampling_offsets): Linear(in_features=1024, out_features=384, bias=True) (attention_weights): Linear(in_features=1024, out_features=192, bias=True) (value_proj): Linear(in_features=1024, out_features=512, bias=True) (output_proj): Linear(in_features=512, out_features=1024, bias=True) ) ) (ffn): ConvFFN( (fc1): Linear(in_features=1024, out_features=256, bias=True) (dwconv): DWConv( (dwconv): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=256) ) (act): GELU() (fc2): Linear(in_features=256, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) (ffn_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (drop_path): DropPath() ) (1): InteractBlock( (extract): ExtractLayer( (query_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (feat_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): MSDeformAttn( (sampling_offsets): Linear(in_features=1024, out_features=128, bias=True) (attention_weights): Linear(in_features=1024, out_features=64, bias=True) (value_proj): Linear(in_features=1024, out_features=512, bias=True) (output_proj): Linear(in_features=512, out_features=1024, bias=True) ) ) (insert): InsertLayer( (query_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (feat_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): MSDeformAttn( (sampling_offsets): Linear(in_features=1024, out_features=384, bias=True) (attention_weights): Linear(in_features=1024, out_features=192, bias=True) (value_proj): Linear(in_features=1024, out_features=512, bias=True) (output_proj): Linear(in_features=512, out_features=1024, bias=True) ) ) (ffn): ConvFFN( (fc1): Linear(in_features=1024, out_features=256, bias=True) (dwconv): DWConv( (dwconv): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=256) ) (act): GELU() (fc2): Linear(in_features=256, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) (ffn_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (drop_path): DropPath() ) (2): InteractBlock( (extract): ExtractLayer( (query_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (feat_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): MSDeformAttn( (sampling_offsets): Linear(in_features=1024, out_features=128, bias=True) (attention_weights): Linear(in_features=1024, out_features=64, bias=True) (value_proj): Linear(in_features=1024, out_features=512, bias=True) (output_proj): Linear(in_features=512, out_features=1024, bias=True) ) ) (insert): InsertLayer( (query_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (feat_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): MSDeformAttn( (sampling_offsets): Linear(in_features=1024, out_features=384, bias=True) (attention_weights): Linear(in_features=1024, out_features=192, bias=True) (value_proj): Linear(in_features=1024, out_features=512, bias=True) (output_proj): Linear(in_features=512, out_features=1024, bias=True) ) ) (ffn): ConvFFN( (fc1): Linear(in_features=1024, out_features=256, bias=True) (dwconv): DWConv( (dwconv): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=256) ) (act): GELU() (fc2): Linear(in_features=256, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) (ffn_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (drop_path): DropPath() ) (3): InteractBlock( (extract): ExtractLayer( (query_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (feat_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): MSDeformAttn( (sampling_offsets): Linear(in_features=1024, out_features=128, bias=True) (attention_weights): Linear(in_features=1024, out_features=64, bias=True) (value_proj): Linear(in_features=1024, out_features=512, bias=True) (output_proj): Linear(in_features=512, out_features=1024, bias=True) ) ) (insert): InsertLayer( (query_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (feat_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): MSDeformAttn( (sampling_offsets): Linear(in_features=1024, out_features=384, bias=True) (attention_weights): Linear(in_features=1024, out_features=192, bias=True) (value_proj): Linear(in_features=1024, out_features=512, bias=True) (output_proj): Linear(in_features=512, out_features=1024, bias=True) ) ) (ffn): ConvFFN( (fc1): Linear(in_features=1024, out_features=256, bias=True) (dwconv): DWConv( (dwconv): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=256) ) (act): GELU() (fc2): Linear(in_features=256, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) (ffn_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (drop_path): DropPath() ) ) (extract_blocks): Sequential( (0): ExtractBlock( (extract): ExtractLayer( (query_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (feat_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): MSDeformAttn( (sampling_offsets): Linear(in_features=1024, out_features=128, bias=True) (attention_weights): Linear(in_features=1024, out_features=64, bias=True) (value_proj): Linear(in_features=1024, out_features=512, bias=True) (output_proj): Linear(in_features=512, out_features=1024, bias=True) ) ) (ffn): ConvFFN( (fc1): Linear(in_features=1024, out_features=256, bias=True) (dwconv): DWConv( (dwconv): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=256) ) (act): GELU() (fc2): Linear(in_features=256, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) (ffn_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (drop_path): Identity() ) (1): ExtractBlock( (extract): ExtractLayer( (query_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (feat_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (attn): MSDeformAttn( (sampling_offsets): Linear(in_features=1024, out_features=128, bias=True) (attention_weights): Linear(in_features=1024, out_features=64, bias=True) (value_proj): Linear(in_features=1024, out_features=512, bias=True) (output_proj): Linear(in_features=512, out_features=1024, bias=True) ) ) (ffn): ConvFFN( (fc1): Linear(in_features=1024, out_features=256, bias=True) (dwconv): DWConv( (dwconv): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=256) ) (act): GELU() (fc2): Linear(in_features=256, out_features=1024, bias=True) (drop): Dropout(p=0.0, inplace=False) ) (ffn_norm): LayerNorm((1024,), eps=1e-06, elementwise_affine=True) (drop_path): Identity() ) ) (up): ConvTranspose2d(1024, 1024, kernel_size=(2, 2), stride=(2, 2)) (norm1): SyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (norm2): SyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (norm3): SyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (norm4): SyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (decode_head): Mask2FormerHead( input_transform=multiple_select, ignore_index=255, align_corners=False (loss_decode): CrossEntropyLoss() (conv_seg): Conv2d(1024, 150, kernel_size=(1, 1), stride=(1, 1)) (dropout): Dropout2d(p=0.1, inplace=False) (pixel_decoder): MSDeformAttnPixelDecoder( (input_convs): ModuleList( (0): ConvModule( (conv): Conv2d(1024, 1024, kernel_size=(1, 1), stride=(1, 1)) (gn): GroupNorm(32, 1024, eps=1e-05, affine=True) ) (1): ConvModule( (conv): Conv2d(1024, 1024, kernel_size=(1, 1), stride=(1, 1)) (gn): GroupNorm(32, 1024, eps=1e-05, affine=True) ) (2): ConvModule( (conv): Conv2d(1024, 1024, kernel_size=(1, 1), stride=(1, 1)) (gn): GroupNorm(32, 1024, eps=1e-05, affine=True) ) ) (encoder): DetrTransformerEncoder( (layers): ModuleList( (0): BaseTransformerLayer( (attentions): ModuleList( (0): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=1024, out_features=768, bias=True) (attention_weights): Linear(in_features=1024, out_features=384, bias=True) (value_proj): Linear(in_features=1024, out_features=1024, bias=True) (output_proj): Linear(in_features=1024, out_features=1024, bias=True) ) ) (ffns): ModuleList( (0): FFN( (activate): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=1024, out_features=4096, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=4096, out_features=1024, bias=True) (2): Dropout(p=0.0, inplace=False) ) (dropout_layer): Identity() ) ) (norms): ModuleList( (0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) ) (1): BaseTransformerLayer( (attentions): ModuleList( (0): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=1024, out_features=768, bias=True) (attention_weights): Linear(in_features=1024, out_features=384, bias=True) (value_proj): Linear(in_features=1024, out_features=1024, bias=True) (output_proj): Linear(in_features=1024, out_features=1024, bias=True) ) ) (ffns): ModuleList( (0): FFN( (activate): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=1024, out_features=4096, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=4096, out_features=1024, bias=True) (2): Dropout(p=0.0, inplace=False) ) (dropout_layer): Identity() ) ) (norms): ModuleList( (0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) ) (2): BaseTransformerLayer( (attentions): ModuleList( (0): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=1024, out_features=768, bias=True) (attention_weights): Linear(in_features=1024, out_features=384, bias=True) (value_proj): Linear(in_features=1024, out_features=1024, bias=True) (output_proj): Linear(in_features=1024, out_features=1024, bias=True) ) ) (ffns): ModuleList( (0): FFN( (activate): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=1024, out_features=4096, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=4096, out_features=1024, bias=True) (2): Dropout(p=0.0, inplace=False) ) (dropout_layer): Identity() ) ) (norms): ModuleList( (0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) ) (3): BaseTransformerLayer( (attentions): ModuleList( (0): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=1024, out_features=768, bias=True) (attention_weights): Linear(in_features=1024, out_features=384, bias=True) (value_proj): Linear(in_features=1024, out_features=1024, bias=True) (output_proj): Linear(in_features=1024, out_features=1024, bias=True) ) ) (ffns): ModuleList( (0): FFN( (activate): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=1024, out_features=4096, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=4096, out_features=1024, bias=True) (2): Dropout(p=0.0, inplace=False) ) (dropout_layer): Identity() ) ) (norms): ModuleList( (0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) ) (4): BaseTransformerLayer( (attentions): ModuleList( (0): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=1024, out_features=768, bias=True) (attention_weights): Linear(in_features=1024, out_features=384, bias=True) (value_proj): Linear(in_features=1024, out_features=1024, bias=True) (output_proj): Linear(in_features=1024, out_features=1024, bias=True) ) ) (ffns): ModuleList( (0): FFN( (activate): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=1024, out_features=4096, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=4096, out_features=1024, bias=True) (2): Dropout(p=0.0, inplace=False) ) (dropout_layer): Identity() ) ) (norms): ModuleList( (0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) ) (5): BaseTransformerLayer( (attentions): ModuleList( (0): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=1024, out_features=768, bias=True) (attention_weights): Linear(in_features=1024, out_features=384, bias=True) (value_proj): Linear(in_features=1024, out_features=1024, bias=True) (output_proj): Linear(in_features=1024, out_features=1024, bias=True) ) ) (ffns): ModuleList( (0): FFN( (activate): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=1024, out_features=4096, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=4096, out_features=1024, bias=True) (2): Dropout(p=0.0, inplace=False) ) (dropout_layer): Identity() ) ) (norms): ModuleList( (0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) ) ) ) (postional_encoding): SinePositionalEncoding(num_feats=512, temperature=10000, normalize=True, scale=6.283185307179586, eps=1e-06) (level_encoding): Embedding(3, 1024) (lateral_convs): ModuleList( (0): ConvModule( (conv): Conv2d(1024, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) (gn): GroupNorm(32, 1024, eps=1e-05, affine=True) ) ) (output_convs): ModuleList( (0): ConvModule( (conv): Conv2d(1024, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) (gn): GroupNorm(32, 1024, eps=1e-05, affine=True) (activate): ReLU(inplace=True) ) ) (mask_feature): Conv2d(1024, 1024, kernel_size=(1, 1), stride=(1, 1)) ) (transformer_decoder): DetrTransformerDecoder( (layers): ModuleList( (0): DetrTransformerDecoderLayer( (attentions): ModuleList( (0): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) (1): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) ) (ffns): ModuleList( (0): FFN( (activate): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=1024, out_features=4096, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=4096, out_features=1024, bias=True) (2): Dropout(p=0.0, inplace=False) ) (dropout_layer): Identity() ) ) (norms): ModuleList( (0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) ) (1): DetrTransformerDecoderLayer( (attentions): ModuleList( (0): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) (1): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) ) (ffns): ModuleList( (0): FFN( (activate): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=1024, out_features=4096, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=4096, out_features=1024, bias=True) (2): Dropout(p=0.0, inplace=False) ) (dropout_layer): Identity() ) ) (norms): ModuleList( (0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) ) (2): DetrTransformerDecoderLayer( (attentions): ModuleList( (0): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) (1): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) ) (ffns): ModuleList( (0): FFN( (activate): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=1024, out_features=4096, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=4096, out_features=1024, bias=True) (2): Dropout(p=0.0, inplace=False) ) (dropout_layer): Identity() ) ) (norms): ModuleList( (0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) ) (3): DetrTransformerDecoderLayer( (attentions): ModuleList( (0): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) (1): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) ) (ffns): ModuleList( (0): FFN( (activate): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=1024, out_features=4096, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=4096, out_features=1024, bias=True) (2): Dropout(p=0.0, inplace=False) ) (dropout_layer): Identity() ) ) (norms): ModuleList( (0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) ) (4): DetrTransformerDecoderLayer( (attentions): ModuleList( (0): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) (1): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) ) (ffns): ModuleList( (0): FFN( (activate): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=1024, out_features=4096, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=4096, out_features=1024, bias=True) (2): Dropout(p=0.0, inplace=False) ) (dropout_layer): Identity() ) ) (norms): ModuleList( (0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) ) (5): DetrTransformerDecoderLayer( (attentions): ModuleList( (0): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) (1): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) ) (ffns): ModuleList( (0): FFN( (activate): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=1024, out_features=4096, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=4096, out_features=1024, bias=True) (2): Dropout(p=0.0, inplace=False) ) (dropout_layer): Identity() ) ) (norms): ModuleList( (0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) ) (6): DetrTransformerDecoderLayer( (attentions): ModuleList( (0): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) (1): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) ) (ffns): ModuleList( (0): FFN( (activate): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=1024, out_features=4096, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=4096, out_features=1024, bias=True) (2): Dropout(p=0.0, inplace=False) ) (dropout_layer): Identity() ) ) (norms): ModuleList( (0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) ) (7): DetrTransformerDecoderLayer( (attentions): ModuleList( (0): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) (1): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) ) (ffns): ModuleList( (0): FFN( (activate): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=1024, out_features=4096, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=4096, out_features=1024, bias=True) (2): Dropout(p=0.0, inplace=False) ) (dropout_layer): Identity() ) ) (norms): ModuleList( (0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) ) (8): DetrTransformerDecoderLayer( (attentions): ModuleList( (0): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) (1): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) (dropout_layer): Identity() ) ) (ffns): ModuleList( (0): FFN( (activate): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=1024, out_features=4096, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=4096, out_features=1024, bias=True) (2): Dropout(p=0.0, inplace=False) ) (dropout_layer): Identity() ) ) (norms): ModuleList( (0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) ) ) (post_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) ) (decoder_input_projs): ModuleList( (0): Identity() (1): Identity() (2): Identity() ) (decoder_positional_encoding): SinePositionalEncoding(num_feats=512, temperature=10000, normalize=True, scale=6.283185307179586, eps=1e-06) (query_embed): Embedding(100, 1024) (query_feat): Embedding(100, 1024) (level_embed): Embedding(3, 1024) (cls_embed): Linear(in_features=1024, out_features=151, bias=True) (mask_embed): Sequential( (0): Linear(in_features=1024, out_features=1024, bias=True) (1): ReLU(inplace=True) (2): Linear(in_features=1024, out_features=1024, bias=True) (3): ReLU(inplace=True) (4): Linear(in_features=1024, out_features=1024, bias=True) ) (loss_cls): CrossEntropyLoss(avg_non_ignore=False) (loss_mask): CrossEntropyLoss(avg_non_ignore=False) (loss_dice): DiceLoss() ) ) 2022-04-26 00:35:27,497 - mmseg - INFO - Loaded 20210 images 2022-04-26 00:35:29,298 - mmseg - INFO - Loaded 2000 images 2022-04-26 00:35:29,299 - mmseg - INFO - Start running, host: duanyuchen@SH-IDC1-10-140-1-136, work_dir: /mnt/lustre/duanyuchen/projects/DenseAdaptor/segmentation/work_dirs/mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2 2022-04-26 00:35:29,300 - mmseg - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) PolyLrUpdaterHook (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_epoch: (VERY_HIGH ) PolyLrUpdaterHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_iter: (VERY_HIGH ) PolyLrUpdaterHook (LOW ) IterTimerHook (LOW ) DistEvalHook -------------------- after_train_iter: (ABOVE_NORMAL) OptimizerHook (NORMAL ) CheckpointHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- after_train_epoch: (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_val_epoch: (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- before_val_iter: (LOW ) IterTimerHook -------------------- after_val_iter: (LOW ) IterTimerHook -------------------- after_val_epoch: (VERY_LOW ) TextLoggerHook -------------------- after_run: (VERY_LOW ) TextLoggerHook -------------------- 2022-04-26 00:35:29,300 - mmseg - INFO - workflow: [('train', 1)], max: 160000 iters 2022-04-26 00:35:29,301 - mmseg - INFO - Checkpoints will be saved to /mnt/lustre/duanyuchen/projects/DenseAdaptor/segmentation/work_dirs/mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2 by HardDiskBackend. 2022-04-26 00:38:56,231 - mmseg - INFO - Iter [50/160000] lr: 4.689e-08, eta: 3 days, 7:21:46, time: 1.786, data_time: 0.027, memory: 64049, decode.loss_cls: 10.1595, decode.loss_mask: 3.6505, decode.loss_dice: 4.3344, decode.d0.loss_cls: 10.2434, decode.d0.loss_mask: 2.8904, decode.d0.loss_dice: 4.0944, decode.d1.loss_cls: 10.0100, decode.d1.loss_mask: 2.9422, decode.d1.loss_dice: 4.1104, decode.d2.loss_cls: 10.3303, decode.d2.loss_mask: 2.9194, decode.d2.loss_dice: 4.1842, decode.d3.loss_cls: 9.9710, decode.d3.loss_mask: 2.8132, decode.d3.loss_dice: 4.2596, decode.d4.loss_cls: 9.6091, decode.d4.loss_mask: 3.7625, decode.d4.loss_dice: 4.2611, decode.d5.loss_cls: 10.3722, decode.d5.loss_mask: 4.1050, decode.d5.loss_dice: 4.2749, decode.d6.loss_cls: 10.2380, decode.d6.loss_mask: 4.0437, decode.d6.loss_dice: 4.3089, decode.d7.loss_cls: 10.6700, decode.d7.loss_mask: 3.4282, decode.d7.loss_dice: 4.3740, decode.d8.loss_cls: 10.4108, decode.d8.loss_mask: 3.1050, decode.d8.loss_dice: 4.3892, loss: 178.2657 2022-04-26 00:39:52,234 - mmseg - INFO - Iter [100/160000] lr: 9.471e-08, eta: 2 days, 16:32:45, time: 1.120, data_time: 0.014, memory: 64049, decode.loss_cls: 7.3762, decode.loss_mask: 2.1520, decode.loss_dice: 4.4512, decode.d0.loss_cls: 10.2606, decode.d0.loss_mask: 1.9492, decode.d0.loss_dice: 3.8958, decode.d1.loss_cls: 8.6462, decode.d1.loss_mask: 1.9017, decode.d1.loss_dice: 3.9430, decode.d2.loss_cls: 8.0097, decode.d2.loss_mask: 1.9065, decode.d2.loss_dice: 4.1593, decode.d3.loss_cls: 7.2459, decode.d3.loss_mask: 1.9449, decode.d3.loss_dice: 4.2664, decode.d4.loss_cls: 6.9393, decode.d4.loss_mask: 1.9933, decode.d4.loss_dice: 4.2975, decode.d5.loss_cls: 7.4296, decode.d5.loss_mask: 2.0671, decode.d5.loss_dice: 4.3237, decode.d6.loss_cls: 7.2713, decode.d6.loss_mask: 2.1194, decode.d6.loss_dice: 4.3643, decode.d7.loss_cls: 7.5320, decode.d7.loss_mask: 2.1845, decode.d7.loss_dice: 4.4630, decode.d8.loss_cls: 7.3492, decode.d8.loss_mask: 2.1906, decode.d8.loss_dice: 4.4705, loss: 141.1039 2022-04-26 00:40:47,192 - mmseg - INFO - Iter [150/160000] lr: 1.425e-07, eta: 2 days, 11:17:04, time: 1.099, data_time: 0.014, memory: 64049, decode.loss_cls: 5.5693, decode.loss_mask: 2.0290, decode.loss_dice: 4.4349, decode.d0.loss_cls: 10.2498, decode.d0.loss_mask: 1.7955, decode.d0.loss_dice: 3.8780, decode.d1.loss_cls: 6.5571, decode.d1.loss_mask: 1.7904, decode.d1.loss_dice: 3.9472, decode.d2.loss_cls: 5.6824, decode.d2.loss_mask: 1.8126, decode.d2.loss_dice: 4.0827, decode.d3.loss_cls: 5.5361, decode.d3.loss_mask: 1.8239, decode.d3.loss_dice: 4.1813, decode.d4.loss_cls: 5.5000, decode.d4.loss_mask: 1.8898, decode.d4.loss_dice: 4.2669, decode.d5.loss_cls: 5.4692, decode.d5.loss_mask: 1.9199, decode.d5.loss_dice: 4.3283, decode.d6.loss_cls: 5.4437, decode.d6.loss_mask: 1.9524, decode.d6.loss_dice: 4.3574, decode.d7.loss_cls: 5.4638, decode.d7.loss_mask: 2.0192, decode.d7.loss_dice: 4.4075, decode.d8.loss_cls: 5.5067, decode.d8.loss_mask: 2.0390, decode.d8.loss_dice: 4.4239, loss: 122.3579 2022-04-26 00:41:41,778 - mmseg - INFO - Iter [200/160000] lr: 1.902e-07, eta: 2 days, 8:33:54, time: 1.092, data_time: 0.013, memory: 64049, decode.loss_cls: 5.3033, decode.loss_mask: 2.0272, decode.loss_dice: 4.3912, decode.d0.loss_cls: 10.2465, decode.d0.loss_mask: 1.7893, decode.d0.loss_dice: 3.8420, decode.d1.loss_cls: 5.5671, decode.d1.loss_mask: 1.7888, decode.d1.loss_dice: 3.8997, decode.d2.loss_cls: 5.3134, decode.d2.loss_mask: 1.7862, decode.d2.loss_dice: 4.0109, decode.d3.loss_cls: 5.2993, decode.d3.loss_mask: 1.7794, decode.d3.loss_dice: 4.1044, decode.d4.loss_cls: 5.2674, decode.d4.loss_mask: 1.8524, decode.d4.loss_dice: 4.2104, decode.d5.loss_cls: 5.2507, decode.d5.loss_mask: 1.8980, decode.d5.loss_dice: 4.2828, decode.d6.loss_cls: 5.1957, decode.d6.loss_mask: 1.9356, decode.d6.loss_dice: 4.3231, decode.d7.loss_cls: 5.2124, decode.d7.loss_mask: 1.9885, decode.d7.loss_dice: 4.3744, decode.d8.loss_cls: 5.2572, decode.d8.loss_mask: 2.0083, decode.d8.loss_dice: 4.3798, loss: 118.5853 2022-04-26 00:42:37,148 - mmseg - INFO - Iter [250/160000] lr: 2.380e-07, eta: 2 days, 7:03:55, time: 1.107, data_time: 0.014, memory: 64049, decode.loss_cls: 5.1416, decode.loss_mask: 1.9629, decode.loss_dice: 4.3941, decode.d0.loss_cls: 10.2463, decode.d0.loss_mask: 1.7376, decode.d0.loss_dice: 3.8297, decode.d1.loss_cls: 5.3737, decode.d1.loss_mask: 1.7293, decode.d1.loss_dice: 3.8756, decode.d2.loss_cls: 5.1853, decode.d2.loss_mask: 1.7172, decode.d2.loss_dice: 3.9736, decode.d3.loss_cls: 5.1306, decode.d3.loss_mask: 1.7063, decode.d3.loss_dice: 4.0527, decode.d4.loss_cls: 5.1051, decode.d4.loss_mask: 1.7338, decode.d4.loss_dice: 4.1318, decode.d5.loss_cls: 5.1011, decode.d5.loss_mask: 1.7733, decode.d5.loss_dice: 4.2053, decode.d6.loss_cls: 5.0596, decode.d6.loss_mask: 1.8267, decode.d6.loss_dice: 4.2692, decode.d7.loss_cls: 5.0735, decode.d7.loss_mask: 1.9124, decode.d7.loss_dice: 4.3523, decode.d8.loss_cls: 5.1198, decode.d8.loss_mask: 1.9573, decode.d8.loss_dice: 4.3763, loss: 116.0540 2022-04-26 00:43:33,104 - mmseg - INFO - Iter [300/160000] lr: 2.857e-07, eta: 2 days, 6:08:22, time: 1.118, data_time: 0.015, memory: 64049, decode.loss_cls: 5.0209, decode.loss_mask: 1.9157, decode.loss_dice: 4.3218, decode.d0.loss_cls: 10.2539, decode.d0.loss_mask: 1.7547, decode.d0.loss_dice: 3.7743, decode.d1.loss_cls: 5.2544, decode.d1.loss_mask: 1.7452, decode.d1.loss_dice: 3.8035, decode.d2.loss_cls: 5.0344, decode.d2.loss_mask: 1.7236, decode.d2.loss_dice: 3.8587, decode.d3.loss_cls: 4.9807, decode.d3.loss_mask: 1.7234, decode.d3.loss_dice: 3.9336, decode.d4.loss_cls: 4.9722, decode.d4.loss_mask: 1.7099, decode.d4.loss_dice: 4.0053, decode.d5.loss_cls: 4.9851, decode.d5.loss_mask: 1.7130, decode.d5.loss_dice: 4.0622, decode.d6.loss_cls: 4.9560, decode.d6.loss_mask: 1.7290, decode.d6.loss_dice: 4.1393, decode.d7.loss_cls: 4.9713, decode.d7.loss_mask: 1.7970, decode.d7.loss_dice: 4.2447, decode.d8.loss_cls: 5.0040, decode.d8.loss_mask: 1.8754, decode.d8.loss_dice: 4.3016, loss: 113.5648 2022-04-26 00:44:29,469 - mmseg - INFO - Iter [350/160000] lr: 3.333e-07, eta: 2 days, 5:32:23, time: 1.128, data_time: 0.016, memory: 64049, decode.loss_cls: 4.9189, decode.loss_mask: 1.7697, decode.loss_dice: 4.2149, decode.d0.loss_cls: 10.2305, decode.d0.loss_mask: 1.7139, decode.d0.loss_dice: 3.7332, decode.d1.loss_cls: 5.1149, decode.d1.loss_mask: 1.7133, decode.d1.loss_dice: 3.7464, decode.d2.loss_cls: 4.8818, decode.d2.loss_mask: 1.7074, decode.d2.loss_dice: 3.7650, decode.d3.loss_cls: 4.8304, decode.d3.loss_mask: 1.7096, decode.d3.loss_dice: 3.8075, decode.d4.loss_cls: 4.8197, decode.d4.loss_mask: 1.7018, decode.d4.loss_dice: 3.8511, decode.d5.loss_cls: 4.8385, decode.d5.loss_mask: 1.7014, decode.d5.loss_dice: 3.8893, decode.d6.loss_cls: 4.8409, decode.d6.loss_mask: 1.7085, decode.d6.loss_dice: 3.9677, decode.d7.loss_cls: 4.8600, decode.d7.loss_mask: 1.7151, decode.d7.loss_dice: 4.1003, decode.d8.loss_cls: 4.8877, decode.d8.loss_mask: 1.7288, decode.d8.loss_dice: 4.1542, loss: 110.6225 2022-04-26 00:45:25,001 - mmseg - INFO - Iter [400/160000] lr: 3.810e-07, eta: 2 days, 4:59:15, time: 1.111, data_time: 0.013, memory: 64049, decode.loss_cls: 4.8465, decode.loss_mask: 1.7413, decode.loss_dice: 4.0246, decode.d0.loss_cls: 10.2535, decode.d0.loss_mask: 1.7252, decode.d0.loss_dice: 3.6858, decode.d1.loss_cls: 5.0330, decode.d1.loss_mask: 1.7269, decode.d1.loss_dice: 3.6778, decode.d2.loss_cls: 4.8112, decode.d2.loss_mask: 1.7283, decode.d2.loss_dice: 3.6843, decode.d3.loss_cls: 4.7567, decode.d3.loss_mask: 1.7351, decode.d3.loss_dice: 3.7002, decode.d4.loss_cls: 4.7392, decode.d4.loss_mask: 1.7332, decode.d4.loss_dice: 3.7376, decode.d5.loss_cls: 4.7593, decode.d5.loss_mask: 1.7263, decode.d5.loss_dice: 3.7579, decode.d6.loss_cls: 4.7582, decode.d6.loss_mask: 1.7190, decode.d6.loss_dice: 3.7952, decode.d7.loss_cls: 4.7680, decode.d7.loss_mask: 1.7233, decode.d7.loss_dice: 3.8713, decode.d8.loss_cls: 4.8107, decode.d8.loss_mask: 1.7268, decode.d8.loss_dice: 3.9357, loss: 108.6920 2022-04-26 00:46:21,144 - mmseg - INFO - Iter [450/160000] lr: 4.286e-07, eta: 2 days, 4:36:52, time: 1.123, data_time: 0.014, memory: 64049, decode.loss_cls: 4.6314, decode.loss_mask: 1.7403, decode.loss_dice: 3.8282, decode.d0.loss_cls: 10.2577, decode.d0.loss_mask: 1.7183, decode.d0.loss_dice: 3.6246, decode.d1.loss_cls: 4.8030, decode.d1.loss_mask: 1.7249, decode.d1.loss_dice: 3.5863, decode.d2.loss_cls: 4.6174, decode.d2.loss_mask: 1.7356, decode.d2.loss_dice: 3.5847, decode.d3.loss_cls: 4.5442, decode.d3.loss_mask: 1.7395, decode.d3.loss_dice: 3.6009, decode.d4.loss_cls: 4.5510, decode.d4.loss_mask: 1.7524, decode.d4.loss_dice: 3.6220, decode.d5.loss_cls: 4.5556, decode.d5.loss_mask: 1.7488, decode.d5.loss_dice: 3.6510, decode.d6.loss_cls: 4.5420, decode.d6.loss_mask: 1.7526, decode.d6.loss_dice: 3.6770, decode.d7.loss_cls: 4.5471, decode.d7.loss_mask: 1.7475, decode.d7.loss_dice: 3.7275, decode.d8.loss_cls: 4.5907, decode.d8.loss_mask: 1.7463, decode.d8.loss_dice: 3.7638, loss: 105.7123 2022-04-26 00:47:18,185 - mmseg - INFO - Iter [500/160000] lr: 4.762e-07, eta: 2 days, 4:23:33, time: 1.141, data_time: 0.014, memory: 64049, decode.loss_cls: 4.5836, decode.loss_mask: 1.7073, decode.loss_dice: 3.6992, decode.d0.loss_cls: 10.2474, decode.d0.loss_mask: 1.6802, decode.d0.loss_dice: 3.5697, decode.d1.loss_cls: 4.7925, decode.d1.loss_mask: 1.6765, decode.d1.loss_dice: 3.5062, decode.d2.loss_cls: 4.5819, decode.d2.loss_mask: 1.6953, decode.d2.loss_dice: 3.4974, decode.d3.loss_cls: 4.5010, decode.d3.loss_mask: 1.6978, decode.d3.loss_dice: 3.4894, decode.d4.loss_cls: 4.4872, decode.d4.loss_mask: 1.7028, decode.d4.loss_dice: 3.5178, decode.d5.loss_cls: 4.4925, decode.d5.loss_mask: 1.7063, decode.d5.loss_dice: 3.5425, decode.d6.loss_cls: 4.4736, decode.d6.loss_mask: 1.7199, decode.d6.loss_dice: 3.5723, decode.d7.loss_cls: 4.4856, decode.d7.loss_mask: 1.7202, decode.d7.loss_dice: 3.6118, decode.d8.loss_cls: 4.5357, decode.d8.loss_mask: 1.7129, decode.d8.loss_dice: 3.6447, loss: 103.8513 2022-04-26 00:48:13,461 - mmseg - INFO - Iter [550/160000] lr: 5.237e-07, eta: 2 days, 4:03:59, time: 1.106, data_time: 0.015, memory: 64049, decode.loss_cls: 4.4364, decode.loss_mask: 1.7242, decode.loss_dice: 3.5492, decode.d0.loss_cls: 10.2733, decode.d0.loss_mask: 1.6898, decode.d0.loss_dice: 3.5036, decode.d1.loss_cls: 4.6679, decode.d1.loss_mask: 1.6854, decode.d1.loss_dice: 3.4113, decode.d2.loss_cls: 4.4798, decode.d2.loss_mask: 1.6942, decode.d2.loss_dice: 3.3818, decode.d3.loss_cls: 4.3911, decode.d3.loss_mask: 1.7128, decode.d3.loss_dice: 3.3879, decode.d4.loss_cls: 4.3557, decode.d4.loss_mask: 1.7171, decode.d4.loss_dice: 3.4024, decode.d5.loss_cls: 4.3456, decode.d5.loss_mask: 1.7175, decode.d5.loss_dice: 3.4159, decode.d6.loss_cls: 4.3355, decode.d6.loss_mask: 1.7209, decode.d6.loss_dice: 3.4349, decode.d7.loss_cls: 4.3328, decode.d7.loss_mask: 1.7285, decode.d7.loss_dice: 3.4770, decode.d8.loss_cls: 4.3862, decode.d8.loss_mask: 1.7244, decode.d8.loss_dice: 3.5085, loss: 101.5912 2022-04-26 00:49:08,478 - mmseg - INFO - Iter [600/160000] lr: 5.712e-07, eta: 2 days, 3:46:18, time: 1.100, data_time: 0.014, memory: 64049, decode.loss_cls: 4.4585, decode.loss_mask: 1.6547, decode.loss_dice: 3.4752, decode.d0.loss_cls: 10.2781, decode.d0.loss_mask: 1.6160, decode.d0.loss_dice: 3.4860, decode.d1.loss_cls: 4.7767, decode.d1.loss_mask: 1.6090, decode.d1.loss_dice: 3.3677, decode.d2.loss_cls: 4.5407, decode.d2.loss_mask: 1.6283, decode.d2.loss_dice: 3.3308, decode.d3.loss_cls: 4.4398, decode.d3.loss_mask: 1.6436, decode.d3.loss_dice: 3.3251, decode.d4.loss_cls: 4.3903, decode.d4.loss_mask: 1.6498, decode.d4.loss_dice: 3.3417, decode.d5.loss_cls: 4.3685, decode.d5.loss_mask: 1.6573, decode.d5.loss_dice: 3.3531, decode.d6.loss_cls: 4.3579, decode.d6.loss_mask: 1.6607, decode.d6.loss_dice: 3.3758, decode.d7.loss_cls: 4.3692, decode.d7.loss_mask: 1.6661, decode.d7.loss_dice: 3.4088, decode.d8.loss_cls: 4.4012, decode.d8.loss_mask: 1.6627, decode.d8.loss_dice: 3.4235, loss: 100.7166 2022-04-26 00:50:03,771 - mmseg - INFO - Iter [650/160000] lr: 6.187e-07, eta: 2 days, 3:32:24, time: 1.106, data_time: 0.014, memory: 64049, decode.loss_cls: 4.2204, decode.loss_mask: 1.6904, decode.loss_dice: 3.2772, decode.d0.loss_cls: 10.2774, decode.d0.loss_mask: 1.6575, decode.d0.loss_dice: 3.3696, decode.d1.loss_cls: 4.5648, decode.d1.loss_mask: 1.6441, decode.d1.loss_dice: 3.2347, decode.d2.loss_cls: 4.3410, decode.d2.loss_mask: 1.6512, decode.d2.loss_dice: 3.1787, decode.d3.loss_cls: 4.2147, decode.d3.loss_mask: 1.6612, decode.d3.loss_dice: 3.1619, decode.d4.loss_cls: 4.1869, decode.d4.loss_mask: 1.6784, decode.d4.loss_dice: 3.1700, decode.d5.loss_cls: 4.1548, decode.d5.loss_mask: 1.6849, decode.d5.loss_dice: 3.1904, decode.d6.loss_cls: 4.1469, decode.d6.loss_mask: 1.6863, decode.d6.loss_dice: 3.2026, decode.d7.loss_cls: 4.1403, decode.d7.loss_mask: 1.6885, decode.d7.loss_dice: 3.2284, decode.d8.loss_cls: 4.1641, decode.d8.loss_mask: 1.6934, decode.d8.loss_dice: 3.2475, loss: 97.4084 2022-04-26 00:51:00,063 - mmseg - INFO - Iter [700/160000] lr: 6.662e-07, eta: 2 days, 3:24:06, time: 1.126, data_time: 0.014, memory: 64049, decode.loss_cls: 4.0763, decode.loss_mask: 1.6469, decode.loss_dice: 3.1317, decode.d0.loss_cls: 10.2798, decode.d0.loss_mask: 1.6364, decode.d0.loss_dice: 3.2805, decode.d1.loss_cls: 4.4610, decode.d1.loss_mask: 1.6186, decode.d1.loss_dice: 3.1081, decode.d2.loss_cls: 4.2082, decode.d2.loss_mask: 1.6349, decode.d2.loss_dice: 3.0566, decode.d3.loss_cls: 4.0876, decode.d3.loss_mask: 1.6389, decode.d3.loss_dice: 3.0440, decode.d4.loss_cls: 4.0384, decode.d4.loss_mask: 1.6483, decode.d4.loss_dice: 3.0430, decode.d5.loss_cls: 4.0227, decode.d5.loss_mask: 1.6527, decode.d5.loss_dice: 3.0517, decode.d6.loss_cls: 3.9991, decode.d6.loss_mask: 1.6641, decode.d6.loss_dice: 3.0665, decode.d7.loss_cls: 3.9944, decode.d7.loss_mask: 1.6625, decode.d7.loss_dice: 3.0926, decode.d8.loss_cls: 4.0420, decode.d8.loss_mask: 1.6651, decode.d8.loss_dice: 3.1081, loss: 94.6608 2022-04-26 00:51:54,833 - mmseg - INFO - Iter [750/160000] lr: 7.136e-07, eta: 2 days, 3:11:26, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 4.0469, decode.loss_mask: 1.6308, decode.loss_dice: 3.0903, decode.d0.loss_cls: 10.2740, decode.d0.loss_mask: 1.5951, decode.d0.loss_dice: 3.2528, decode.d1.loss_cls: 4.4401, decode.d1.loss_mask: 1.5864, decode.d1.loss_dice: 3.0755, decode.d2.loss_cls: 4.1822, decode.d2.loss_mask: 1.6005, decode.d2.loss_dice: 3.0187, decode.d3.loss_cls: 4.0555, decode.d3.loss_mask: 1.6021, decode.d3.loss_dice: 3.0063, decode.d4.loss_cls: 4.0186, decode.d4.loss_mask: 1.6172, decode.d4.loss_dice: 3.0088, decode.d5.loss_cls: 3.9918, decode.d5.loss_mask: 1.6134, decode.d5.loss_dice: 3.0112, decode.d6.loss_cls: 3.9819, decode.d6.loss_mask: 1.6135, decode.d6.loss_dice: 3.0181, decode.d7.loss_cls: 3.9711, decode.d7.loss_mask: 1.6379, decode.d7.loss_dice: 3.0585, decode.d8.loss_cls: 4.0128, decode.d8.loss_mask: 1.6356, decode.d8.loss_dice: 3.0611, loss: 93.7088 2022-04-26 00:52:50,198 - mmseg - INFO - Iter [800/160000] lr: 7.610e-07, eta: 2 days, 3:02:11, time: 1.107, data_time: 0.015, memory: 64049, decode.loss_cls: 4.0347, decode.loss_mask: 1.6147, decode.loss_dice: 3.0306, decode.d0.loss_cls: 10.2795, decode.d0.loss_mask: 1.5913, decode.d0.loss_dice: 3.2268, decode.d1.loss_cls: 4.4320, decode.d1.loss_mask: 1.5692, decode.d1.loss_dice: 3.0246, decode.d2.loss_cls: 4.1749, decode.d2.loss_mask: 1.6029, decode.d2.loss_dice: 2.9659, decode.d3.loss_cls: 4.0588, decode.d3.loss_mask: 1.6065, decode.d3.loss_dice: 2.9557, decode.d4.loss_cls: 4.0236, decode.d4.loss_mask: 1.6126, decode.d4.loss_dice: 2.9561, decode.d5.loss_cls: 4.0000, decode.d5.loss_mask: 1.6126, decode.d5.loss_dice: 2.9549, decode.d6.loss_cls: 3.9853, decode.d6.loss_mask: 1.6173, decode.d6.loss_dice: 2.9706, decode.d7.loss_cls: 3.9643, decode.d7.loss_mask: 1.6301, decode.d7.loss_dice: 2.9979, decode.d8.loss_cls: 3.9782, decode.d8.loss_mask: 1.6359, decode.d8.loss_dice: 3.0100, loss: 93.1175 2022-04-26 00:53:45,949 - mmseg - INFO - Iter [850/160000] lr: 8.083e-07, eta: 2 days, 2:55:07, time: 1.115, data_time: 0.013, memory: 64049, decode.loss_cls: 3.9008, decode.loss_mask: 1.6100, decode.loss_dice: 2.9236, decode.d0.loss_cls: 10.2726, decode.d0.loss_mask: 1.5776, decode.d0.loss_dice: 3.1421, decode.d1.loss_cls: 4.2570, decode.d1.loss_mask: 1.5683, decode.d1.loss_dice: 2.9279, decode.d2.loss_cls: 3.9870, decode.d2.loss_mask: 1.6052, decode.d2.loss_dice: 2.8668, decode.d3.loss_cls: 3.8891, decode.d3.loss_mask: 1.6047, decode.d3.loss_dice: 2.8509, decode.d4.loss_cls: 3.8741, decode.d4.loss_mask: 1.6032, decode.d4.loss_dice: 2.8453, decode.d5.loss_cls: 3.8467, decode.d5.loss_mask: 1.6181, decode.d5.loss_dice: 2.8589, decode.d6.loss_cls: 3.8203, decode.d6.loss_mask: 1.6252, decode.d6.loss_dice: 2.8701, decode.d7.loss_cls: 3.8168, decode.d7.loss_mask: 1.6226, decode.d7.loss_dice: 2.8793, decode.d8.loss_cls: 3.8748, decode.d8.loss_mask: 1.6158, decode.d8.loss_dice: 2.8970, loss: 90.6520 2022-04-26 00:54:41,942 - mmseg - INFO - Iter [900/160000] lr: 8.557e-07, eta: 2 days, 2:49:28, time: 1.120, data_time: 0.015, memory: 64049, decode.loss_cls: 3.9406, decode.loss_mask: 1.6045, decode.loss_dice: 2.9046, decode.d0.loss_cls: 10.2709, decode.d0.loss_mask: 1.5632, decode.d0.loss_dice: 3.1432, decode.d1.loss_cls: 4.2876, decode.d1.loss_mask: 1.5469, decode.d1.loss_dice: 2.9158, decode.d2.loss_cls: 4.0324, decode.d2.loss_mask: 1.5813, decode.d2.loss_dice: 2.8686, decode.d3.loss_cls: 3.9645, decode.d3.loss_mask: 1.5856, decode.d3.loss_dice: 2.8506, decode.d4.loss_cls: 3.9296, decode.d4.loss_mask: 1.5889, decode.d4.loss_dice: 2.8630, decode.d5.loss_cls: 3.9004, decode.d5.loss_mask: 1.5994, decode.d5.loss_dice: 2.8622, decode.d6.loss_cls: 3.8979, decode.d6.loss_mask: 1.5877, decode.d6.loss_dice: 2.8571, decode.d7.loss_cls: 3.8834, decode.d7.loss_mask: 1.5873, decode.d7.loss_dice: 2.8706, decode.d8.loss_cls: 3.8998, decode.d8.loss_mask: 1.5915, decode.d8.loss_dice: 2.8759, loss: 90.8551 2022-04-26 00:55:37,263 - mmseg - INFO - Iter [950/160000] lr: 9.030e-07, eta: 2 days, 2:42:25, time: 1.106, data_time: 0.014, memory: 64049, decode.loss_cls: 3.8768, decode.loss_mask: 1.5840, decode.loss_dice: 2.8377, decode.d0.loss_cls: 10.2743, decode.d0.loss_mask: 1.5526, decode.d0.loss_dice: 3.1065, decode.d1.loss_cls: 4.2138, decode.d1.loss_mask: 1.5497, decode.d1.loss_dice: 2.8806, decode.d2.loss_cls: 3.9585, decode.d2.loss_mask: 1.5718, decode.d2.loss_dice: 2.8087, decode.d3.loss_cls: 3.8931, decode.d3.loss_mask: 1.5692, decode.d3.loss_dice: 2.7975, decode.d4.loss_cls: 3.8532, decode.d4.loss_mask: 1.5779, decode.d4.loss_dice: 2.7954, decode.d5.loss_cls: 3.8352, decode.d5.loss_mask: 1.5823, decode.d5.loss_dice: 2.8009, decode.d6.loss_cls: 3.8340, decode.d6.loss_mask: 1.5807, decode.d6.loss_dice: 2.7999, decode.d7.loss_cls: 3.8435, decode.d7.loss_mask: 1.5815, decode.d7.loss_dice: 2.8124, decode.d8.loss_cls: 3.8560, decode.d8.loss_mask: 1.5915, decode.d8.loss_dice: 2.8280, loss: 89.6470 2022-04-26 00:56:33,596 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 00:56:33,601 - mmseg - INFO - Iter [1000/160000] lr: 9.503e-07, eta: 2 days, 2:38:41, time: 1.127, data_time: 0.015, memory: 64049, decode.loss_cls: 3.7230, decode.loss_mask: 1.5967, decode.loss_dice: 2.7873, decode.d0.loss_cls: 10.2535, decode.d0.loss_mask: 1.5510, decode.d0.loss_dice: 3.0488, decode.d1.loss_cls: 4.0748, decode.d1.loss_mask: 1.5534, decode.d1.loss_dice: 2.8206, decode.d2.loss_cls: 3.8238, decode.d2.loss_mask: 1.5777, decode.d2.loss_dice: 2.7674, decode.d3.loss_cls: 3.7537, decode.d3.loss_mask: 1.5730, decode.d3.loss_dice: 2.7397, decode.d4.loss_cls: 3.7406, decode.d4.loss_mask: 1.5746, decode.d4.loss_dice: 2.7458, decode.d5.loss_cls: 3.7099, decode.d5.loss_mask: 1.5809, decode.d5.loss_dice: 2.7419, decode.d6.loss_cls: 3.6963, decode.d6.loss_mask: 1.5927, decode.d6.loss_dice: 2.7514, decode.d7.loss_cls: 3.7048, decode.d7.loss_mask: 1.5987, decode.d7.loss_dice: 2.7682, decode.d8.loss_cls: 3.6992, decode.d8.loss_mask: 1.6073, decode.d8.loss_dice: 2.7789, loss: 87.9357 2022-04-26 00:57:29,584 - mmseg - INFO - Iter [1050/160000] lr: 9.975e-07, eta: 2 days, 2:34:19, time: 1.120, data_time: 0.017, memory: 64049, decode.loss_cls: 3.7528, decode.loss_mask: 1.5918, decode.loss_dice: 2.7367, decode.d0.loss_cls: 10.2646, decode.d0.loss_mask: 1.5367, decode.d0.loss_dice: 3.0117, decode.d1.loss_cls: 4.0478, decode.d1.loss_mask: 1.5480, decode.d1.loss_dice: 2.7744, decode.d2.loss_cls: 3.8252, decode.d2.loss_mask: 1.5594, decode.d2.loss_dice: 2.7166, decode.d3.loss_cls: 3.7733, decode.d3.loss_mask: 1.5596, decode.d3.loss_dice: 2.6964, decode.d4.loss_cls: 3.7445, decode.d4.loss_mask: 1.5657, decode.d4.loss_dice: 2.7056, decode.d5.loss_cls: 3.7163, decode.d5.loss_mask: 1.5759, decode.d5.loss_dice: 2.7057, decode.d6.loss_cls: 3.7119, decode.d6.loss_mask: 1.5751, decode.d6.loss_dice: 2.6984, decode.d7.loss_cls: 3.7213, decode.d7.loss_mask: 1.5771, decode.d7.loss_dice: 2.7112, decode.d8.loss_cls: 3.7327, decode.d8.loss_mask: 1.5842, decode.d8.loss_dice: 2.7124, loss: 87.4331 2022-04-26 00:58:25,432 - mmseg - INFO - Iter [1100/160000] lr: 1.045e-06, eta: 2 days, 2:29:57, time: 1.117, data_time: 0.015, memory: 64049, decode.loss_cls: 3.6883, decode.loss_mask: 1.5560, decode.loss_dice: 2.7070, decode.d0.loss_cls: 10.2469, decode.d0.loss_mask: 1.5161, decode.d0.loss_dice: 2.9964, decode.d1.loss_cls: 4.0083, decode.d1.loss_mask: 1.5035, decode.d1.loss_dice: 2.7461, decode.d2.loss_cls: 3.7966, decode.d2.loss_mask: 1.5296, decode.d2.loss_dice: 2.6817, decode.d3.loss_cls: 3.7247, decode.d3.loss_mask: 1.5279, decode.d3.loss_dice: 2.6730, decode.d4.loss_cls: 3.6978, decode.d4.loss_mask: 1.5350, decode.d4.loss_dice: 2.6676, decode.d5.loss_cls: 3.6636, decode.d5.loss_mask: 1.5269, decode.d5.loss_dice: 2.6572, decode.d6.loss_cls: 3.6458, decode.d6.loss_mask: 1.5362, decode.d6.loss_dice: 2.6630, decode.d7.loss_cls: 3.6472, decode.d7.loss_mask: 1.5403, decode.d7.loss_dice: 2.6857, decode.d8.loss_cls: 3.6608, decode.d8.loss_mask: 1.5498, decode.d8.loss_dice: 2.6831, loss: 86.2622 2022-04-26 00:59:20,538 - mmseg - INFO - Iter [1150/160000] lr: 1.092e-06, eta: 2 days, 2:24:09, time: 1.102, data_time: 0.015, memory: 64049, decode.loss_cls: 3.5841, decode.loss_mask: 1.5342, decode.loss_dice: 2.6737, decode.d0.loss_cls: 10.2329, decode.d0.loss_mask: 1.5067, decode.d0.loss_dice: 2.9618, decode.d1.loss_cls: 3.9266, decode.d1.loss_mask: 1.5144, decode.d1.loss_dice: 2.7265, decode.d2.loss_cls: 3.6668, decode.d2.loss_mask: 1.5252, decode.d2.loss_dice: 2.6575, decode.d3.loss_cls: 3.6151, decode.d3.loss_mask: 1.5249, decode.d3.loss_dice: 2.6389, decode.d4.loss_cls: 3.5880, decode.d4.loss_mask: 1.5356, decode.d4.loss_dice: 2.6461, decode.d5.loss_cls: 3.5632, decode.d5.loss_mask: 1.5443, decode.d5.loss_dice: 2.6371, decode.d6.loss_cls: 3.5572, decode.d6.loss_mask: 1.5409, decode.d6.loss_dice: 2.6445, decode.d7.loss_cls: 3.5570, decode.d7.loss_mask: 1.5356, decode.d7.loss_dice: 2.6495, decode.d8.loss_cls: 3.5706, decode.d8.loss_mask: 1.5358, decode.d8.loss_dice: 2.6509, loss: 85.0455 2022-04-26 01:00:16,621 - mmseg - INFO - Iter [1200/160000] lr: 1.139e-06, eta: 2 days, 2:20:47, time: 1.120, data_time: 0.015, memory: 64049, decode.loss_cls: 3.5600, decode.loss_mask: 1.5420, decode.loss_dice: 2.6099, decode.d0.loss_cls: 10.2215, decode.d0.loss_mask: 1.5039, decode.d0.loss_dice: 2.9287, decode.d1.loss_cls: 3.9124, decode.d1.loss_mask: 1.5035, decode.d1.loss_dice: 2.6794, decode.d2.loss_cls: 3.6749, decode.d2.loss_mask: 1.5295, decode.d2.loss_dice: 2.6082, decode.d3.loss_cls: 3.6107, decode.d3.loss_mask: 1.5134, decode.d3.loss_dice: 2.5800, decode.d4.loss_cls: 3.5680, decode.d4.loss_mask: 1.5244, decode.d4.loss_dice: 2.5757, decode.d5.loss_cls: 3.5416, decode.d5.loss_mask: 1.5280, decode.d5.loss_dice: 2.5731, decode.d6.loss_cls: 3.5241, decode.d6.loss_mask: 1.5269, decode.d6.loss_dice: 2.5695, decode.d7.loss_cls: 3.5195, decode.d7.loss_mask: 1.5189, decode.d7.loss_dice: 2.5843, decode.d8.loss_cls: 3.5399, decode.d8.loss_mask: 1.5388, decode.d8.loss_dice: 2.5885, loss: 84.1991 2022-04-26 01:01:13,056 - mmseg - INFO - Iter [1250/160000] lr: 1.186e-06, eta: 2 days, 2:18:38, time: 1.130, data_time: 0.018, memory: 64049, decode.loss_cls: 3.5247, decode.loss_mask: 1.5217, decode.loss_dice: 2.6048, decode.d0.loss_cls: 10.2087, decode.d0.loss_mask: 1.4949, decode.d0.loss_dice: 2.9327, decode.d1.loss_cls: 3.8617, decode.d1.loss_mask: 1.4975, decode.d1.loss_dice: 2.6705, decode.d2.loss_cls: 3.6269, decode.d2.loss_mask: 1.5102, decode.d2.loss_dice: 2.6065, decode.d3.loss_cls: 3.5673, decode.d3.loss_mask: 1.5007, decode.d3.loss_dice: 2.5771, decode.d4.loss_cls: 3.5322, decode.d4.loss_mask: 1.5050, decode.d4.loss_dice: 2.5839, decode.d5.loss_cls: 3.5080, decode.d5.loss_mask: 1.5137, decode.d5.loss_dice: 2.5716, decode.d6.loss_cls: 3.4809, decode.d6.loss_mask: 1.5179, decode.d6.loss_dice: 2.5751, decode.d7.loss_cls: 3.4956, decode.d7.loss_mask: 1.5093, decode.d7.loss_dice: 2.5808, decode.d8.loss_cls: 3.4967, decode.d8.loss_mask: 1.5258, decode.d8.loss_dice: 2.5885, loss: 83.6908 2022-04-26 01:02:10,834 - mmseg - INFO - Iter [1300/160000] lr: 1.233e-06, eta: 2 days, 2:19:11, time: 1.156, data_time: 0.066, memory: 64049, decode.loss_cls: 3.4413, decode.loss_mask: 1.4510, decode.loss_dice: 2.5537, decode.d0.loss_cls: 10.2043, decode.d0.loss_mask: 1.4218, decode.d0.loss_dice: 2.8997, decode.d1.loss_cls: 3.8075, decode.d1.loss_mask: 1.4413, decode.d1.loss_dice: 2.6393, decode.d2.loss_cls: 3.5607, decode.d2.loss_mask: 1.4552, decode.d2.loss_dice: 2.5732, decode.d3.loss_cls: 3.4923, decode.d3.loss_mask: 1.4525, decode.d3.loss_dice: 2.5451, decode.d4.loss_cls: 3.4644, decode.d4.loss_mask: 1.4485, decode.d4.loss_dice: 2.5383, decode.d5.loss_cls: 3.4302, decode.d5.loss_mask: 1.4472, decode.d5.loss_dice: 2.5272, decode.d6.loss_cls: 3.4074, decode.d6.loss_mask: 1.4511, decode.d6.loss_dice: 2.5315, decode.d7.loss_cls: 3.4205, decode.d7.loss_mask: 1.4486, decode.d7.loss_dice: 2.5406, decode.d8.loss_cls: 3.4113, decode.d8.loss_mask: 1.4517, decode.d8.loss_dice: 2.5434, loss: 82.0008 2022-04-26 01:03:06,288 - mmseg - INFO - Iter [1350/160000] lr: 1.280e-06, eta: 2 days, 2:15:03, time: 1.109, data_time: 0.015, memory: 64049, decode.loss_cls: 3.3504, decode.loss_mask: 1.4572, decode.loss_dice: 2.4867, decode.d0.loss_cls: 10.1924, decode.d0.loss_mask: 1.4353, decode.d0.loss_dice: 2.8526, decode.d1.loss_cls: 3.7332, decode.d1.loss_mask: 1.4566, decode.d1.loss_dice: 2.5932, decode.d2.loss_cls: 3.4817, decode.d2.loss_mask: 1.4719, decode.d2.loss_dice: 2.5107, decode.d3.loss_cls: 3.4239, decode.d3.loss_mask: 1.4490, decode.d3.loss_dice: 2.4699, decode.d4.loss_cls: 3.3936, decode.d4.loss_mask: 1.4430, decode.d4.loss_dice: 2.4785, decode.d5.loss_cls: 3.3591, decode.d5.loss_mask: 1.4622, decode.d5.loss_dice: 2.4657, decode.d6.loss_cls: 3.3479, decode.d6.loss_mask: 1.4580, decode.d6.loss_dice: 2.4584, decode.d7.loss_cls: 3.3388, decode.d7.loss_mask: 1.4738, decode.d7.loss_dice: 2.4792, decode.d8.loss_cls: 3.3379, decode.d8.loss_mask: 1.4674, decode.d8.loss_dice: 2.4764, loss: 80.8045 2022-04-26 01:04:01,535 - mmseg - INFO - Iter [1400/160000] lr: 1.327e-06, eta: 2 days, 2:10:46, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 3.2944, decode.loss_mask: 1.4315, decode.loss_dice: 2.3981, decode.d0.loss_cls: 10.1752, decode.d0.loss_mask: 1.4193, decode.d0.loss_dice: 2.7762, decode.d1.loss_cls: 3.6381, decode.d1.loss_mask: 1.4225, decode.d1.loss_dice: 2.5006, decode.d2.loss_cls: 3.3930, decode.d2.loss_mask: 1.4298, decode.d2.loss_dice: 2.4166, decode.d3.loss_cls: 3.3343, decode.d3.loss_mask: 1.4242, decode.d3.loss_dice: 2.3783, decode.d4.loss_cls: 3.3025, decode.d4.loss_mask: 1.4210, decode.d4.loss_dice: 2.3824, decode.d5.loss_cls: 3.2871, decode.d5.loss_mask: 1.4235, decode.d5.loss_dice: 2.3699, decode.d6.loss_cls: 3.2774, decode.d6.loss_mask: 1.4320, decode.d6.loss_dice: 2.3659, decode.d7.loss_cls: 3.2718, decode.d7.loss_mask: 1.4262, decode.d7.loss_dice: 2.3764, decode.d8.loss_cls: 3.2742, decode.d8.loss_mask: 1.4348, decode.d8.loss_dice: 2.3878, loss: 78.8653 2022-04-26 01:04:56,665 - mmseg - INFO - Iter [1450/160000] lr: 1.374e-06, eta: 2 days, 2:06:30, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 3.3339, decode.loss_mask: 1.3942, decode.loss_dice: 2.3973, decode.d0.loss_cls: 10.1676, decode.d0.loss_mask: 1.3793, decode.d0.loss_dice: 2.7923, decode.d1.loss_cls: 3.6592, decode.d1.loss_mask: 1.3870, decode.d1.loss_dice: 2.5207, decode.d2.loss_cls: 3.4341, decode.d2.loss_mask: 1.3847, decode.d2.loss_dice: 2.4342, decode.d3.loss_cls: 3.3673, decode.d3.loss_mask: 1.3943, decode.d3.loss_dice: 2.3990, decode.d4.loss_cls: 3.3387, decode.d4.loss_mask: 1.3906, decode.d4.loss_dice: 2.4019, decode.d5.loss_cls: 3.3238, decode.d5.loss_mask: 1.3887, decode.d5.loss_dice: 2.3822, decode.d6.loss_cls: 3.3028, decode.d6.loss_mask: 1.3866, decode.d6.loss_dice: 2.3752, decode.d7.loss_cls: 3.3095, decode.d7.loss_mask: 1.3903, decode.d7.loss_dice: 2.3809, decode.d8.loss_cls: 3.3113, decode.d8.loss_mask: 1.3943, decode.d8.loss_dice: 2.3893, loss: 78.9114 2022-04-26 01:05:51,537 - mmseg - INFO - Iter [1500/160000] lr: 1.421e-06, eta: 2 days, 2:02:00, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 3.2141, decode.loss_mask: 1.4043, decode.loss_dice: 2.3467, decode.d0.loss_cls: 10.1465, decode.d0.loss_mask: 1.3801, decode.d0.loss_dice: 2.7555, decode.d1.loss_cls: 3.5756, decode.d1.loss_mask: 1.3918, decode.d1.loss_dice: 2.4611, decode.d2.loss_cls: 3.3372, decode.d2.loss_mask: 1.3981, decode.d2.loss_dice: 2.3770, decode.d3.loss_cls: 3.2703, decode.d3.loss_mask: 1.3854, decode.d3.loss_dice: 2.3501, decode.d4.loss_cls: 3.2292, decode.d4.loss_mask: 1.3833, decode.d4.loss_dice: 2.3493, decode.d5.loss_cls: 3.2064, decode.d5.loss_mask: 1.4032, decode.d5.loss_dice: 2.3382, decode.d6.loss_cls: 3.1937, decode.d6.loss_mask: 1.3922, decode.d6.loss_dice: 2.3305, decode.d7.loss_cls: 3.1962, decode.d7.loss_mask: 1.3953, decode.d7.loss_dice: 2.3365, decode.d8.loss_cls: 3.2043, decode.d8.loss_mask: 1.3979, decode.d8.loss_dice: 2.3353, loss: 77.4855 2022-04-26 01:06:45,189 - mmseg - INFO - Iter [1550/160000] lr: 1.422e-06, eta: 2 days, 1:55:39, time: 1.073, data_time: 0.016, memory: 64049, decode.loss_cls: 3.0923, decode.loss_mask: 1.3833, decode.loss_dice: 2.2826, decode.d0.loss_cls: 10.1404, decode.d0.loss_mask: 1.3671, decode.d0.loss_dice: 2.6952, decode.d1.loss_cls: 3.4655, decode.d1.loss_mask: 1.3749, decode.d1.loss_dice: 2.4164, decode.d2.loss_cls: 3.2287, decode.d2.loss_mask: 1.3822, decode.d2.loss_dice: 2.3220, decode.d3.loss_cls: 3.1487, decode.d3.loss_mask: 1.3734, decode.d3.loss_dice: 2.2709, decode.d4.loss_cls: 3.1239, decode.d4.loss_mask: 1.3695, decode.d4.loss_dice: 2.2755, decode.d5.loss_cls: 3.0899, decode.d5.loss_mask: 1.3819, decode.d5.loss_dice: 2.2640, decode.d6.loss_cls: 3.0827, decode.d6.loss_mask: 1.3756, decode.d6.loss_dice: 2.2551, decode.d7.loss_cls: 3.0855, decode.d7.loss_mask: 1.3779, decode.d7.loss_dice: 2.2640, decode.d8.loss_cls: 3.0827, decode.d8.loss_mask: 1.3876, decode.d8.loss_dice: 2.2703, loss: 75.6298 2022-04-26 01:07:39,433 - mmseg - INFO - Iter [1600/160000] lr: 1.421e-06, eta: 2 days, 1:50:37, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 3.0301, decode.loss_mask: 1.3828, decode.loss_dice: 2.2164, decode.d0.loss_cls: 10.1209, decode.d0.loss_mask: 1.3572, decode.d0.loss_dice: 2.6305, decode.d1.loss_cls: 3.4006, decode.d1.loss_mask: 1.3698, decode.d1.loss_dice: 2.3426, decode.d2.loss_cls: 3.1648, decode.d2.loss_mask: 1.3686, decode.d2.loss_dice: 2.2606, decode.d3.loss_cls: 3.0825, decode.d3.loss_mask: 1.3670, decode.d3.loss_dice: 2.2156, decode.d4.loss_cls: 3.0565, decode.d4.loss_mask: 1.3668, decode.d4.loss_dice: 2.2062, decode.d5.loss_cls: 3.0387, decode.d5.loss_mask: 1.3708, decode.d5.loss_dice: 2.1906, decode.d6.loss_cls: 3.0287, decode.d6.loss_mask: 1.3604, decode.d6.loss_dice: 2.1877, decode.d7.loss_cls: 3.0390, decode.d7.loss_mask: 1.3616, decode.d7.loss_dice: 2.1946, decode.d8.loss_cls: 3.0244, decode.d8.loss_mask: 1.3709, decode.d8.loss_dice: 2.2062, loss: 74.3131 2022-04-26 01:08:33,729 - mmseg - INFO - Iter [1650/160000] lr: 1.421e-06, eta: 2 days, 1:45:55, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 3.1623, decode.loss_mask: 1.3630, decode.loss_dice: 2.2269, decode.d0.loss_cls: 10.1018, decode.d0.loss_mask: 1.3417, decode.d0.loss_dice: 2.6611, decode.d1.loss_cls: 3.5066, decode.d1.loss_mask: 1.3495, decode.d1.loss_dice: 2.3591, decode.d2.loss_cls: 3.2674, decode.d2.loss_mask: 1.3594, decode.d2.loss_dice: 2.2726, decode.d3.loss_cls: 3.1909, decode.d3.loss_mask: 1.3524, decode.d3.loss_dice: 2.2282, decode.d4.loss_cls: 3.1785, decode.d4.loss_mask: 1.3486, decode.d4.loss_dice: 2.2227, decode.d5.loss_cls: 3.1599, decode.d5.loss_mask: 1.3548, decode.d5.loss_dice: 2.2104, decode.d6.loss_cls: 3.1609, decode.d6.loss_mask: 1.3549, decode.d6.loss_dice: 2.1984, decode.d7.loss_cls: 3.1640, decode.d7.loss_mask: 1.3477, decode.d7.loss_dice: 2.2087, decode.d8.loss_cls: 3.1549, decode.d8.loss_mask: 1.3572, decode.d8.loss_dice: 2.2164, loss: 75.3808 2022-04-26 01:09:28,669 - mmseg - INFO - Iter [1700/160000] lr: 1.421e-06, eta: 2 days, 1:42:28, time: 1.099, data_time: 0.017, memory: 64049, decode.loss_cls: 3.0745, decode.loss_mask: 1.2997, decode.loss_dice: 2.1559, decode.d0.loss_cls: 10.1046, decode.d0.loss_mask: 1.2981, decode.d0.loss_dice: 2.6162, decode.d1.loss_cls: 3.4269, decode.d1.loss_mask: 1.3166, decode.d1.loss_dice: 2.3146, decode.d2.loss_cls: 3.1782, decode.d2.loss_mask: 1.3085, decode.d2.loss_dice: 2.2090, decode.d3.loss_cls: 3.0886, decode.d3.loss_mask: 1.3101, decode.d3.loss_dice: 2.1630, decode.d4.loss_cls: 3.0681, decode.d4.loss_mask: 1.2991, decode.d4.loss_dice: 2.1655, decode.d5.loss_cls: 3.0674, decode.d5.loss_mask: 1.2951, decode.d5.loss_dice: 2.1613, decode.d6.loss_cls: 3.0560, decode.d6.loss_mask: 1.2924, decode.d6.loss_dice: 2.1492, decode.d7.loss_cls: 3.0554, decode.d7.loss_mask: 1.2960, decode.d7.loss_dice: 2.1564, decode.d8.loss_cls: 3.0609, decode.d8.loss_mask: 1.2918, decode.d8.loss_dice: 2.1517, loss: 73.4307 2022-04-26 01:10:23,738 - mmseg - INFO - Iter [1750/160000] lr: 1.420e-06, eta: 2 days, 1:39:19, time: 1.101, data_time: 0.015, memory: 64049, decode.loss_cls: 2.8473, decode.loss_mask: 1.3032, decode.loss_dice: 2.0510, decode.d0.loss_cls: 10.0750, decode.d0.loss_mask: 1.3020, decode.d0.loss_dice: 2.4937, decode.d1.loss_cls: 3.1959, decode.d1.loss_mask: 1.3208, decode.d1.loss_dice: 2.1995, decode.d2.loss_cls: 2.9346, decode.d2.loss_mask: 1.3052, decode.d2.loss_dice: 2.1024, decode.d3.loss_cls: 2.8662, decode.d3.loss_mask: 1.2993, decode.d3.loss_dice: 2.0554, decode.d4.loss_cls: 2.8429, decode.d4.loss_mask: 1.3009, decode.d4.loss_dice: 2.0567, decode.d5.loss_cls: 2.8355, decode.d5.loss_mask: 1.3025, decode.d5.loss_dice: 2.0482, decode.d6.loss_cls: 2.8189, decode.d6.loss_mask: 1.3128, decode.d6.loss_dice: 2.0467, decode.d7.loss_cls: 2.8279, decode.d7.loss_mask: 1.3038, decode.d7.loss_dice: 2.0472, decode.d8.loss_cls: 2.8387, decode.d8.loss_mask: 1.3031, decode.d8.loss_dice: 2.0428, loss: 70.2802 2022-04-26 01:11:18,107 - mmseg - INFO - Iter [1800/160000] lr: 1.420e-06, eta: 2 days, 1:35:18, time: 1.087, data_time: 0.016, memory: 64049, decode.loss_cls: 2.7765, decode.loss_mask: 1.2734, decode.loss_dice: 2.0024, decode.d0.loss_cls: 10.0559, decode.d0.loss_mask: 1.2655, decode.d0.loss_dice: 2.4567, decode.d1.loss_cls: 3.1864, decode.d1.loss_mask: 1.2768, decode.d1.loss_dice: 2.1579, decode.d2.loss_cls: 2.9132, decode.d2.loss_mask: 1.2806, decode.d2.loss_dice: 2.0582, decode.d3.loss_cls: 2.8263, decode.d3.loss_mask: 1.2742, decode.d3.loss_dice: 2.0159, decode.d4.loss_cls: 2.8056, decode.d4.loss_mask: 1.2673, decode.d4.loss_dice: 2.0122, decode.d5.loss_cls: 2.7794, decode.d5.loss_mask: 1.2597, decode.d5.loss_dice: 1.9985, decode.d6.loss_cls: 2.7845, decode.d6.loss_mask: 1.2613, decode.d6.loss_dice: 1.9839, decode.d7.loss_cls: 2.7703, decode.d7.loss_mask: 1.2632, decode.d7.loss_dice: 1.9992, decode.d8.loss_cls: 2.7638, decode.d8.loss_mask: 1.2635, decode.d8.loss_dice: 1.9997, loss: 69.0323 2022-04-26 01:12:12,685 - mmseg - INFO - Iter [1850/160000] lr: 1.419e-06, eta: 2 days, 1:31:43, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 2.8256, decode.loss_mask: 1.2307, decode.loss_dice: 2.0252, decode.d0.loss_cls: 10.0244, decode.d0.loss_mask: 1.2253, decode.d0.loss_dice: 2.4955, decode.d1.loss_cls: 3.2066, decode.d1.loss_mask: 1.2323, decode.d1.loss_dice: 2.1763, decode.d2.loss_cls: 2.9447, decode.d2.loss_mask: 1.2236, decode.d2.loss_dice: 2.0758, decode.d3.loss_cls: 2.8544, decode.d3.loss_mask: 1.2183, decode.d3.loss_dice: 2.0349, decode.d4.loss_cls: 2.8280, decode.d4.loss_mask: 1.2242, decode.d4.loss_dice: 2.0375, decode.d5.loss_cls: 2.8171, decode.d5.loss_mask: 1.2200, decode.d5.loss_dice: 2.0295, decode.d6.loss_cls: 2.8148, decode.d6.loss_mask: 1.2252, decode.d6.loss_dice: 2.0162, decode.d7.loss_cls: 2.8105, decode.d7.loss_mask: 1.2190, decode.d7.loss_dice: 2.0179, decode.d8.loss_cls: 2.8111, decode.d8.loss_mask: 1.2237, decode.d8.loss_dice: 2.0172, loss: 69.1055 2022-04-26 01:13:08,067 - mmseg - INFO - Iter [1900/160000] lr: 1.419e-06, eta: 2 days, 1:29:24, time: 1.107, data_time: 0.016, memory: 64049, decode.loss_cls: 2.7744, decode.loss_mask: 1.2365, decode.loss_dice: 1.9921, decode.d0.loss_cls: 10.0179, decode.d0.loss_mask: 1.2517, decode.d0.loss_dice: 2.4493, decode.d1.loss_cls: 3.1444, decode.d1.loss_mask: 1.2538, decode.d1.loss_dice: 2.1299, decode.d2.loss_cls: 2.8870, decode.d2.loss_mask: 1.2450, decode.d2.loss_dice: 2.0266, decode.d3.loss_cls: 2.8018, decode.d3.loss_mask: 1.2497, decode.d3.loss_dice: 1.9915, decode.d4.loss_cls: 2.7789, decode.d4.loss_mask: 1.2459, decode.d4.loss_dice: 1.9992, decode.d5.loss_cls: 2.7714, decode.d5.loss_mask: 1.2352, decode.d5.loss_dice: 1.9800, decode.d6.loss_cls: 2.7639, decode.d6.loss_mask: 1.2320, decode.d6.loss_dice: 1.9713, decode.d7.loss_cls: 2.7676, decode.d7.loss_mask: 1.2327, decode.d7.loss_dice: 1.9796, decode.d8.loss_cls: 2.7588, decode.d8.loss_mask: 1.2269, decode.d8.loss_dice: 1.9808, loss: 68.3760 2022-04-26 01:14:03,728 - mmseg - INFO - Iter [1950/160000] lr: 1.418e-06, eta: 2 days, 1:27:33, time: 1.113, data_time: 0.016, memory: 64049, decode.loss_cls: 2.6949, decode.loss_mask: 1.2076, decode.loss_dice: 1.9206, decode.d0.loss_cls: 9.9868, decode.d0.loss_mask: 1.2233, decode.d0.loss_dice: 2.4047, decode.d1.loss_cls: 3.1033, decode.d1.loss_mask: 1.2150, decode.d1.loss_dice: 2.0744, decode.d2.loss_cls: 2.8381, decode.d2.loss_mask: 1.2099, decode.d2.loss_dice: 1.9723, decode.d3.loss_cls: 2.7447, decode.d3.loss_mask: 1.2130, decode.d3.loss_dice: 1.9302, decode.d4.loss_cls: 2.7090, decode.d4.loss_mask: 1.2073, decode.d4.loss_dice: 1.9323, decode.d5.loss_cls: 2.6949, decode.d5.loss_mask: 1.2043, decode.d5.loss_dice: 1.9187, decode.d6.loss_cls: 2.6981, decode.d6.loss_mask: 1.1994, decode.d6.loss_dice: 1.9059, decode.d7.loss_cls: 2.6929, decode.d7.loss_mask: 1.2089, decode.d7.loss_dice: 1.9176, decode.d8.loss_cls: 2.6876, decode.d8.loss_mask: 1.2091, decode.d8.loss_dice: 1.9154, loss: 66.8404 2022-04-26 01:14:59,214 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 01:14:59,215 - mmseg - INFO - Iter [2000/160000] lr: 1.418e-06, eta: 2 days, 1:25:30, time: 1.110, data_time: 0.018, memory: 64049, decode.loss_cls: 2.6715, decode.loss_mask: 1.2068, decode.loss_dice: 1.9445, decode.d0.loss_cls: 9.9722, decode.d0.loss_mask: 1.1987, decode.d0.loss_dice: 2.3846, decode.d1.loss_cls: 3.0248, decode.d1.loss_mask: 1.2057, decode.d1.loss_dice: 2.0729, decode.d2.loss_cls: 2.7791, decode.d2.loss_mask: 1.2064, decode.d2.loss_dice: 1.9685, decode.d3.loss_cls: 2.6986, decode.d3.loss_mask: 1.1959, decode.d3.loss_dice: 1.9334, decode.d4.loss_cls: 2.6764, decode.d4.loss_mask: 1.1944, decode.d4.loss_dice: 1.9362, decode.d5.loss_cls: 2.6610, decode.d5.loss_mask: 1.1873, decode.d5.loss_dice: 1.9305, decode.d6.loss_cls: 2.6546, decode.d6.loss_mask: 1.1958, decode.d6.loss_dice: 1.9251, decode.d7.loss_cls: 2.6498, decode.d7.loss_mask: 1.1913, decode.d7.loss_dice: 1.9304, decode.d8.loss_cls: 2.6528, decode.d8.loss_mask: 1.2077, decode.d8.loss_dice: 1.9371, loss: 66.3939 2022-04-26 01:15:55,336 - mmseg - INFO - Iter [2050/160000] lr: 1.417e-06, eta: 2 days, 1:24:18, time: 1.122, data_time: 0.015, memory: 64049, decode.loss_cls: 2.5815, decode.loss_mask: 1.1799, decode.loss_dice: 1.9016, decode.d0.loss_cls: 9.9617, decode.d0.loss_mask: 1.1829, decode.d0.loss_dice: 2.3456, decode.d1.loss_cls: 2.9750, decode.d1.loss_mask: 1.1882, decode.d1.loss_dice: 2.0337, decode.d2.loss_cls: 2.6874, decode.d2.loss_mask: 1.1837, decode.d2.loss_dice: 1.9340, decode.d3.loss_cls: 2.6018, decode.d3.loss_mask: 1.1814, decode.d3.loss_dice: 1.9080, decode.d4.loss_cls: 2.5817, decode.d4.loss_mask: 1.1900, decode.d4.loss_dice: 1.9057, decode.d5.loss_cls: 2.5738, decode.d5.loss_mask: 1.1790, decode.d5.loss_dice: 1.8842, decode.d6.loss_cls: 2.5675, decode.d6.loss_mask: 1.1698, decode.d6.loss_dice: 1.8729, decode.d7.loss_cls: 2.5633, decode.d7.loss_mask: 1.1779, decode.d7.loss_dice: 1.8918, decode.d8.loss_cls: 2.5644, decode.d8.loss_mask: 1.1794, decode.d8.loss_dice: 1.8864, loss: 65.0344 2022-04-26 01:16:50,621 - mmseg - INFO - Iter [2100/160000] lr: 1.417e-06, eta: 2 days, 1:22:06, time: 1.106, data_time: 0.016, memory: 64049, decode.loss_cls: 2.5987, decode.loss_mask: 1.1359, decode.loss_dice: 1.8429, decode.d0.loss_cls: 9.9486, decode.d0.loss_mask: 1.1441, decode.d0.loss_dice: 2.3024, decode.d1.loss_cls: 3.0045, decode.d1.loss_mask: 1.1592, decode.d1.loss_dice: 1.9808, decode.d2.loss_cls: 2.7284, decode.d2.loss_mask: 1.1426, decode.d2.loss_dice: 1.8834, decode.d3.loss_cls: 2.6285, decode.d3.loss_mask: 1.1388, decode.d3.loss_dice: 1.8526, decode.d4.loss_cls: 2.6149, decode.d4.loss_mask: 1.1329, decode.d4.loss_dice: 1.8523, decode.d5.loss_cls: 2.5997, decode.d5.loss_mask: 1.1273, decode.d5.loss_dice: 1.8391, decode.d6.loss_cls: 2.6036, decode.d6.loss_mask: 1.1286, decode.d6.loss_dice: 1.8290, decode.d7.loss_cls: 2.5924, decode.d7.loss_mask: 1.1214, decode.d7.loss_dice: 1.8350, decode.d8.loss_cls: 2.5953, decode.d8.loss_mask: 1.1329, decode.d8.loss_dice: 1.8320, loss: 64.3276 2022-04-26 01:17:45,917 - mmseg - INFO - Iter [2150/160000] lr: 1.417e-06, eta: 2 days, 1:19:58, time: 1.106, data_time: 0.015, memory: 64049, decode.loss_cls: 2.4531, decode.loss_mask: 1.1406, decode.loss_dice: 1.8400, decode.d0.loss_cls: 9.9224, decode.d0.loss_mask: 1.1549, decode.d0.loss_dice: 2.2761, decode.d1.loss_cls: 2.8361, decode.d1.loss_mask: 1.1660, decode.d1.loss_dice: 1.9835, decode.d2.loss_cls: 2.5700, decode.d2.loss_mask: 1.1517, decode.d2.loss_dice: 1.8840, decode.d3.loss_cls: 2.4962, decode.d3.loss_mask: 1.1454, decode.d3.loss_dice: 1.8522, decode.d4.loss_cls: 2.4622, decode.d4.loss_mask: 1.1353, decode.d4.loss_dice: 1.8504, decode.d5.loss_cls: 2.4580, decode.d5.loss_mask: 1.1359, decode.d5.loss_dice: 1.8346, decode.d6.loss_cls: 2.4519, decode.d6.loss_mask: 1.1389, decode.d6.loss_dice: 1.8267, decode.d7.loss_cls: 2.4394, decode.d7.loss_mask: 1.1371, decode.d7.loss_dice: 1.8455, decode.d8.loss_cls: 2.4352, decode.d8.loss_mask: 1.1383, decode.d8.loss_dice: 1.8354, loss: 62.9972 2022-04-26 01:18:41,174 - mmseg - INFO - Iter [2200/160000] lr: 1.416e-06, eta: 2 days, 1:17:50, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 2.3998, decode.loss_mask: 1.1357, decode.loss_dice: 1.7639, decode.d0.loss_cls: 9.9103, decode.d0.loss_mask: 1.1350, decode.d0.loss_dice: 2.2151, decode.d1.loss_cls: 2.7928, decode.d1.loss_mask: 1.1467, decode.d1.loss_dice: 1.9063, decode.d2.loss_cls: 2.5023, decode.d2.loss_mask: 1.1479, decode.d2.loss_dice: 1.8199, decode.d3.loss_cls: 2.4301, decode.d3.loss_mask: 1.1423, decode.d3.loss_dice: 1.7796, decode.d4.loss_cls: 2.4057, decode.d4.loss_mask: 1.1269, decode.d4.loss_dice: 1.7789, decode.d5.loss_cls: 2.3898, decode.d5.loss_mask: 1.1300, decode.d5.loss_dice: 1.7607, decode.d6.loss_cls: 2.3876, decode.d6.loss_mask: 1.1345, decode.d6.loss_dice: 1.7581, decode.d7.loss_cls: 2.3782, decode.d7.loss_mask: 1.1354, decode.d7.loss_dice: 1.7628, decode.d8.loss_cls: 2.3802, decode.d8.loss_mask: 1.1393, decode.d8.loss_dice: 1.7650, loss: 61.6606 2022-04-26 01:19:36,440 - mmseg - INFO - Iter [2250/160000] lr: 1.416e-06, eta: 2 days, 1:15:46, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 2.3697, decode.loss_mask: 1.1560, decode.loss_dice: 1.7777, decode.d0.loss_cls: 9.8744, decode.d0.loss_mask: 1.1550, decode.d0.loss_dice: 2.1924, decode.d1.loss_cls: 2.7515, decode.d1.loss_mask: 1.1718, decode.d1.loss_dice: 1.8948, decode.d2.loss_cls: 2.4622, decode.d2.loss_mask: 1.1611, decode.d2.loss_dice: 1.8138, decode.d3.loss_cls: 2.3891, decode.d3.loss_mask: 1.1575, decode.d3.loss_dice: 1.7819, decode.d4.loss_cls: 2.3746, decode.d4.loss_mask: 1.1571, decode.d4.loss_dice: 1.7772, decode.d5.loss_cls: 2.3576, decode.d5.loss_mask: 1.1606, decode.d5.loss_dice: 1.7672, decode.d6.loss_cls: 2.3520, decode.d6.loss_mask: 1.1578, decode.d6.loss_dice: 1.7666, decode.d7.loss_cls: 2.3476, decode.d7.loss_mask: 1.1528, decode.d7.loss_dice: 1.7758, decode.d8.loss_cls: 2.3464, decode.d8.loss_mask: 1.1583, decode.d8.loss_dice: 1.7678, loss: 61.5282 2022-04-26 01:20:32,359 - mmseg - INFO - Iter [2300/160000] lr: 1.415e-06, eta: 2 days, 1:14:29, time: 1.118, data_time: 0.017, memory: 64049, decode.loss_cls: 2.3209, decode.loss_mask: 1.0991, decode.loss_dice: 1.7268, decode.d0.loss_cls: 9.8718, decode.d0.loss_mask: 1.1038, decode.d0.loss_dice: 2.1535, decode.d1.loss_cls: 2.7168, decode.d1.loss_mask: 1.1098, decode.d1.loss_dice: 1.8580, decode.d2.loss_cls: 2.4494, decode.d2.loss_mask: 1.1096, decode.d2.loss_dice: 1.7684, decode.d3.loss_cls: 2.3578, decode.d3.loss_mask: 1.1029, decode.d3.loss_dice: 1.7360, decode.d4.loss_cls: 2.3377, decode.d4.loss_mask: 1.0932, decode.d4.loss_dice: 1.7309, decode.d5.loss_cls: 2.3294, decode.d5.loss_mask: 1.0974, decode.d5.loss_dice: 1.7194, decode.d6.loss_cls: 2.3106, decode.d6.loss_mask: 1.0902, decode.d6.loss_dice: 1.7127, decode.d7.loss_cls: 2.3071, decode.d7.loss_mask: 1.0973, decode.d7.loss_dice: 1.7252, decode.d8.loss_cls: 2.3058, decode.d8.loss_mask: 1.1051, decode.d8.loss_dice: 1.7227, loss: 60.1692 2022-04-26 01:21:27,281 - mmseg - INFO - Iter [2350/160000] lr: 1.415e-06, eta: 2 days, 1:12:07, time: 1.099, data_time: 0.016, memory: 64049, decode.loss_cls: 2.2954, decode.loss_mask: 1.0902, decode.loss_dice: 1.7620, decode.d0.loss_cls: 9.8335, decode.d0.loss_mask: 1.0952, decode.d0.loss_dice: 2.1785, decode.d1.loss_cls: 2.6796, decode.d1.loss_mask: 1.1141, decode.d1.loss_dice: 1.8919, decode.d2.loss_cls: 2.3877, decode.d2.loss_mask: 1.1044, decode.d2.loss_dice: 1.8066, decode.d3.loss_cls: 2.3133, decode.d3.loss_mask: 1.0952, decode.d3.loss_dice: 1.7658, decode.d4.loss_cls: 2.2945, decode.d4.loss_mask: 1.0937, decode.d4.loss_dice: 1.7694, decode.d5.loss_cls: 2.2880, decode.d5.loss_mask: 1.0819, decode.d5.loss_dice: 1.7412, decode.d6.loss_cls: 2.2742, decode.d6.loss_mask: 1.0848, decode.d6.loss_dice: 1.7406, decode.d7.loss_cls: 2.2712, decode.d7.loss_mask: 1.0875, decode.d7.loss_dice: 1.7524, decode.d8.loss_cls: 2.2667, decode.d8.loss_mask: 1.0906, decode.d8.loss_dice: 1.7556, loss: 60.0055 2022-04-26 01:22:22,835 - mmseg - INFO - Iter [2400/160000] lr: 1.414e-06, eta: 2 days, 1:10:30, time: 1.111, data_time: 0.015, memory: 64049, decode.loss_cls: 2.1963, decode.loss_mask: 1.0783, decode.loss_dice: 1.7392, decode.d0.loss_cls: 9.8177, decode.d0.loss_mask: 1.0722, decode.d0.loss_dice: 2.1393, decode.d1.loss_cls: 2.5813, decode.d1.loss_mask: 1.0997, decode.d1.loss_dice: 1.8700, decode.d2.loss_cls: 2.3011, decode.d2.loss_mask: 1.0811, decode.d2.loss_dice: 1.7758, decode.d3.loss_cls: 2.2199, decode.d3.loss_mask: 1.0716, decode.d3.loss_dice: 1.7353, decode.d4.loss_cls: 2.1945, decode.d4.loss_mask: 1.0730, decode.d4.loss_dice: 1.7420, decode.d5.loss_cls: 2.1874, decode.d5.loss_mask: 1.0712, decode.d5.loss_dice: 1.7282, decode.d6.loss_cls: 2.1837, decode.d6.loss_mask: 1.0733, decode.d6.loss_dice: 1.7173, decode.d7.loss_cls: 2.1752, decode.d7.loss_mask: 1.0716, decode.d7.loss_dice: 1.7331, decode.d8.loss_cls: 2.1728, decode.d8.loss_mask: 1.0776, decode.d8.loss_dice: 1.7386, loss: 58.7182 2022-04-26 01:23:18,294 - mmseg - INFO - Iter [2450/160000] lr: 1.414e-06, eta: 2 days, 1:08:49, time: 1.109, data_time: 0.015, memory: 64049, decode.loss_cls: 2.1826, decode.loss_mask: 1.0444, decode.loss_dice: 1.6907, decode.d0.loss_cls: 9.8001, decode.d0.loss_mask: 1.0507, decode.d0.loss_dice: 2.1058, decode.d1.loss_cls: 2.5911, decode.d1.loss_mask: 1.0588, decode.d1.loss_dice: 1.8236, decode.d2.loss_cls: 2.3338, decode.d2.loss_mask: 1.0464, decode.d2.loss_dice: 1.7331, decode.d3.loss_cls: 2.2465, decode.d3.loss_mask: 1.0429, decode.d3.loss_dice: 1.6994, decode.d4.loss_cls: 2.2187, decode.d4.loss_mask: 1.0430, decode.d4.loss_dice: 1.7058, decode.d5.loss_cls: 2.1870, decode.d5.loss_mask: 1.0402, decode.d5.loss_dice: 1.6947, decode.d6.loss_cls: 2.1809, decode.d6.loss_mask: 1.0417, decode.d6.loss_dice: 1.6777, decode.d7.loss_cls: 2.1717, decode.d7.loss_mask: 1.0408, decode.d7.loss_dice: 1.6891, decode.d8.loss_cls: 2.1587, decode.d8.loss_mask: 1.0490, decode.d8.loss_dice: 1.6893, loss: 58.0383 2022-04-26 01:24:13,766 - mmseg - INFO - Iter [2500/160000] lr: 1.413e-06, eta: 2 days, 1:07:10, time: 1.109, data_time: 0.017, memory: 64049, decode.loss_cls: 2.1836, decode.loss_mask: 1.0926, decode.loss_dice: 1.7101, decode.d0.loss_cls: 9.7733, decode.d0.loss_mask: 1.0780, decode.d0.loss_dice: 2.1006, decode.d1.loss_cls: 2.5846, decode.d1.loss_mask: 1.0947, decode.d1.loss_dice: 1.8260, decode.d2.loss_cls: 2.3085, decode.d2.loss_mask: 1.0836, decode.d2.loss_dice: 1.7317, decode.d3.loss_cls: 2.2160, decode.d3.loss_mask: 1.0892, decode.d3.loss_dice: 1.6976, decode.d4.loss_cls: 2.1954, decode.d4.loss_mask: 1.0800, decode.d4.loss_dice: 1.7054, decode.d5.loss_cls: 2.1768, decode.d5.loss_mask: 1.0806, decode.d5.loss_dice: 1.6987, decode.d6.loss_cls: 2.1588, decode.d6.loss_mask: 1.0866, decode.d6.loss_dice: 1.6935, decode.d7.loss_cls: 2.1670, decode.d7.loss_mask: 1.0893, decode.d7.loss_dice: 1.6959, decode.d8.loss_cls: 2.1623, decode.d8.loss_mask: 1.0855, decode.d8.loss_dice: 1.7033, loss: 58.3492 2022-04-26 01:25:12,932 - mmseg - INFO - Iter [2550/160000] lr: 1.413e-06, eta: 2 days, 1:09:21, time: 1.183, data_time: 0.075, memory: 64049, decode.loss_cls: 2.0669, decode.loss_mask: 1.0546, decode.loss_dice: 1.6180, decode.d0.loss_cls: 9.7680, decode.d0.loss_mask: 1.0425, decode.d0.loss_dice: 2.0134, decode.d1.loss_cls: 2.4548, decode.d1.loss_mask: 1.0642, decode.d1.loss_dice: 1.7447, decode.d2.loss_cls: 2.1950, decode.d2.loss_mask: 1.0549, decode.d2.loss_dice: 1.6683, decode.d3.loss_cls: 2.1037, decode.d3.loss_mask: 1.0629, decode.d3.loss_dice: 1.6315, decode.d4.loss_cls: 2.0811, decode.d4.loss_mask: 1.0495, decode.d4.loss_dice: 1.6307, decode.d5.loss_cls: 2.0566, decode.d5.loss_mask: 1.0514, decode.d5.loss_dice: 1.6236, decode.d6.loss_cls: 2.0571, decode.d6.loss_mask: 1.0560, decode.d6.loss_dice: 1.6152, decode.d7.loss_cls: 2.0435, decode.d7.loss_mask: 1.0537, decode.d7.loss_dice: 1.6187, decode.d8.loss_cls: 2.0508, decode.d8.loss_mask: 1.0580, decode.d8.loss_dice: 1.6220, loss: 56.2115 2022-04-26 01:26:08,219 - mmseg - INFO - Iter [2600/160000] lr: 1.412e-06, eta: 2 days, 1:07:30, time: 1.106, data_time: 0.015, memory: 64049, decode.loss_cls: 2.0976, decode.loss_mask: 1.0498, decode.loss_dice: 1.6396, decode.d0.loss_cls: 9.7492, decode.d0.loss_mask: 1.0425, decode.d0.loss_dice: 2.0376, decode.d1.loss_cls: 2.4995, decode.d1.loss_mask: 1.0608, decode.d1.loss_dice: 1.7529, decode.d2.loss_cls: 2.2381, decode.d2.loss_mask: 1.0391, decode.d2.loss_dice: 1.6638, decode.d3.loss_cls: 2.1298, decode.d3.loss_mask: 1.0366, decode.d3.loss_dice: 1.6368, decode.d4.loss_cls: 2.1131, decode.d4.loss_mask: 1.0352, decode.d4.loss_dice: 1.6374, decode.d5.loss_cls: 2.0799, decode.d5.loss_mask: 1.0366, decode.d5.loss_dice: 1.6341, decode.d6.loss_cls: 2.0696, decode.d6.loss_mask: 1.0437, decode.d6.loss_dice: 1.6306, decode.d7.loss_cls: 2.0729, decode.d7.loss_mask: 1.0518, decode.d7.loss_dice: 1.6419, decode.d8.loss_cls: 2.0754, decode.d8.loss_mask: 1.0458, decode.d8.loss_dice: 1.6405, loss: 56.4824 2022-04-26 01:27:03,805 - mmseg - INFO - Iter [2650/160000] lr: 1.412e-06, eta: 2 days, 1:05:58, time: 1.112, data_time: 0.015, memory: 64049, decode.loss_cls: 2.0420, decode.loss_mask: 1.0310, decode.loss_dice: 1.6340, decode.d0.loss_cls: 9.7028, decode.d0.loss_mask: 1.0120, decode.d0.loss_dice: 2.0045, decode.d1.loss_cls: 2.4073, decode.d1.loss_mask: 1.0343, decode.d1.loss_dice: 1.7370, decode.d2.loss_cls: 2.1470, decode.d2.loss_mask: 1.0208, decode.d2.loss_dice: 1.6652, decode.d3.loss_cls: 2.0669, decode.d3.loss_mask: 1.0206, decode.d3.loss_dice: 1.6359, decode.d4.loss_cls: 2.0371, decode.d4.loss_mask: 1.0235, decode.d4.loss_dice: 1.6359, decode.d5.loss_cls: 2.0134, decode.d5.loss_mask: 1.0281, decode.d5.loss_dice: 1.6360, decode.d6.loss_cls: 2.0212, decode.d6.loss_mask: 1.0243, decode.d6.loss_dice: 1.6265, decode.d7.loss_cls: 2.0155, decode.d7.loss_mask: 1.0281, decode.d7.loss_dice: 1.6413, decode.d8.loss_cls: 2.0204, decode.d8.loss_mask: 1.0352, decode.d8.loss_dice: 1.6358, loss: 55.5837 2022-04-26 01:27:59,532 - mmseg - INFO - Iter [2700/160000] lr: 1.412e-06, eta: 2 days, 1:04:33, time: 1.113, data_time: 0.015, memory: 64049, decode.loss_cls: 1.9888, decode.loss_mask: 1.0324, decode.loss_dice: 1.5804, decode.d0.loss_cls: 9.7045, decode.d0.loss_mask: 1.0239, decode.d0.loss_dice: 1.9497, decode.d1.loss_cls: 2.3805, decode.d1.loss_mask: 1.0486, decode.d1.loss_dice: 1.6886, decode.d2.loss_cls: 2.1076, decode.d2.loss_mask: 1.0472, decode.d2.loss_dice: 1.6074, decode.d3.loss_cls: 2.0314, decode.d3.loss_mask: 1.0367, decode.d3.loss_dice: 1.5783, decode.d4.loss_cls: 2.0015, decode.d4.loss_mask: 1.0398, decode.d4.loss_dice: 1.5861, decode.d5.loss_cls: 1.9859, decode.d5.loss_mask: 1.0304, decode.d5.loss_dice: 1.5817, decode.d6.loss_cls: 1.9777, decode.d6.loss_mask: 1.0361, decode.d6.loss_dice: 1.5773, decode.d7.loss_cls: 1.9734, decode.d7.loss_mask: 1.0347, decode.d7.loss_dice: 1.5915, decode.d8.loss_cls: 1.9663, decode.d8.loss_mask: 1.0284, decode.d8.loss_dice: 1.5815, loss: 54.7984 2022-04-26 01:28:55,597 - mmseg - INFO - Iter [2750/160000] lr: 1.411e-06, eta: 2 days, 1:03:34, time: 1.122, data_time: 0.017, memory: 64049, decode.loss_cls: 1.9422, decode.loss_mask: 0.9971, decode.loss_dice: 1.5644, decode.d0.loss_cls: 9.6751, decode.d0.loss_mask: 0.9910, decode.d0.loss_dice: 1.9353, decode.d1.loss_cls: 2.3500, decode.d1.loss_mask: 1.0207, decode.d1.loss_dice: 1.6701, decode.d2.loss_cls: 2.0864, decode.d2.loss_mask: 1.0066, decode.d2.loss_dice: 1.5907, decode.d3.loss_cls: 1.9881, decode.d3.loss_mask: 0.9992, decode.d3.loss_dice: 1.5672, decode.d4.loss_cls: 1.9467, decode.d4.loss_mask: 0.9994, decode.d4.loss_dice: 1.5719, decode.d5.loss_cls: 1.9291, decode.d5.loss_mask: 1.0001, decode.d5.loss_dice: 1.5675, decode.d6.loss_cls: 1.9241, decode.d6.loss_mask: 0.9999, decode.d6.loss_dice: 1.5579, decode.d7.loss_cls: 1.9224, decode.d7.loss_mask: 0.9920, decode.d7.loss_dice: 1.5700, decode.d8.loss_cls: 1.9155, decode.d8.loss_mask: 0.9973, decode.d8.loss_dice: 1.5652, loss: 53.8424 2022-04-26 01:29:50,970 - mmseg - INFO - Iter [2800/160000] lr: 1.411e-06, eta: 2 days, 1:01:54, time: 1.107, data_time: 0.016, memory: 64049, decode.loss_cls: 1.9656, decode.loss_mask: 1.0237, decode.loss_dice: 1.5959, decode.d0.loss_cls: 9.6764, decode.d0.loss_mask: 1.0133, decode.d0.loss_dice: 1.9590, decode.d1.loss_cls: 2.3689, decode.d1.loss_mask: 1.0387, decode.d1.loss_dice: 1.6878, decode.d2.loss_cls: 2.1016, decode.d2.loss_mask: 1.0158, decode.d2.loss_dice: 1.6118, decode.d3.loss_cls: 2.0128, decode.d3.loss_mask: 1.0219, decode.d3.loss_dice: 1.5845, decode.d4.loss_cls: 1.9818, decode.d4.loss_mask: 1.0165, decode.d4.loss_dice: 1.5925, decode.d5.loss_cls: 1.9582, decode.d5.loss_mask: 1.0257, decode.d5.loss_dice: 1.5946, decode.d6.loss_cls: 1.9483, decode.d6.loss_mask: 1.0204, decode.d6.loss_dice: 1.5817, decode.d7.loss_cls: 1.9429, decode.d7.loss_mask: 1.0156, decode.d7.loss_dice: 1.5938, decode.d8.loss_cls: 1.9509, decode.d8.loss_mask: 1.0215, decode.d8.loss_dice: 1.5910, loss: 54.5131 2022-04-26 01:30:46,432 - mmseg - INFO - Iter [2850/160000] lr: 1.410e-06, eta: 2 days, 1:00:21, time: 1.110, data_time: 0.015, memory: 64049, decode.loss_cls: 1.9511, decode.loss_mask: 0.9993, decode.loss_dice: 1.5618, decode.d0.loss_cls: 9.6517, decode.d0.loss_mask: 0.9886, decode.d0.loss_dice: 1.9137, decode.d1.loss_cls: 2.3514, decode.d1.loss_mask: 1.0152, decode.d1.loss_dice: 1.6598, decode.d2.loss_cls: 2.0855, decode.d2.loss_mask: 0.9993, decode.d2.loss_dice: 1.5788, decode.d3.loss_cls: 1.9921, decode.d3.loss_mask: 0.9939, decode.d3.loss_dice: 1.5565, decode.d4.loss_cls: 1.9662, decode.d4.loss_mask: 0.9969, decode.d4.loss_dice: 1.5499, decode.d5.loss_cls: 1.9345, decode.d5.loss_mask: 0.9957, decode.d5.loss_dice: 1.5509, decode.d6.loss_cls: 1.9377, decode.d6.loss_mask: 0.9978, decode.d6.loss_dice: 1.5467, decode.d7.loss_cls: 1.9308, decode.d7.loss_mask: 1.0001, decode.d7.loss_dice: 1.5530, decode.d8.loss_cls: 1.9358, decode.d8.loss_mask: 0.9997, decode.d8.loss_dice: 1.5551, loss: 53.7496 2022-04-26 01:31:41,505 - mmseg - INFO - Iter [2900/160000] lr: 1.410e-06, eta: 2 days, 0:58:27, time: 1.101, data_time: 0.015, memory: 64049, decode.loss_cls: 1.8461, decode.loss_mask: 1.0099, decode.loss_dice: 1.5254, decode.d0.loss_cls: 9.6291, decode.d0.loss_mask: 0.9913, decode.d0.loss_dice: 1.8640, decode.d1.loss_cls: 2.2528, decode.d1.loss_mask: 1.0196, decode.d1.loss_dice: 1.6184, decode.d2.loss_cls: 1.9775, decode.d2.loss_mask: 0.9977, decode.d2.loss_dice: 1.5432, decode.d3.loss_cls: 1.8962, decode.d3.loss_mask: 0.9995, decode.d3.loss_dice: 1.5149, decode.d4.loss_cls: 1.8591, decode.d4.loss_mask: 1.0008, decode.d4.loss_dice: 1.5164, decode.d5.loss_cls: 1.8258, decode.d5.loss_mask: 0.9967, decode.d5.loss_dice: 1.5226, decode.d6.loss_cls: 1.8314, decode.d6.loss_mask: 0.9979, decode.d6.loss_dice: 1.5098, decode.d7.loss_cls: 1.8300, decode.d7.loss_mask: 1.0082, decode.d7.loss_dice: 1.5192, decode.d8.loss_cls: 1.8306, decode.d8.loss_mask: 1.0132, decode.d8.loss_dice: 1.5120, loss: 52.4594 2022-04-26 01:32:37,436 - mmseg - INFO - Iter [2950/160000] lr: 1.409e-06, eta: 2 days, 0:57:21, time: 1.118, data_time: 0.015, memory: 64049, decode.loss_cls: 1.8796, decode.loss_mask: 1.0008, decode.loss_dice: 1.5726, decode.d0.loss_cls: 9.6055, decode.d0.loss_mask: 0.9771, decode.d0.loss_dice: 1.9085, decode.d1.loss_cls: 2.2559, decode.d1.loss_mask: 1.0065, decode.d1.loss_dice: 1.6724, decode.d2.loss_cls: 2.0023, decode.d2.loss_mask: 0.9907, decode.d2.loss_dice: 1.5946, decode.d3.loss_cls: 1.9262, decode.d3.loss_mask: 0.9938, decode.d3.loss_dice: 1.5639, decode.d4.loss_cls: 1.9074, decode.d4.loss_mask: 0.9904, decode.d4.loss_dice: 1.5745, decode.d5.loss_cls: 1.8909, decode.d5.loss_mask: 0.9927, decode.d5.loss_dice: 1.5673, decode.d6.loss_cls: 1.8781, decode.d6.loss_mask: 0.9866, decode.d6.loss_dice: 1.5556, decode.d7.loss_cls: 1.8688, decode.d7.loss_mask: 0.9861, decode.d7.loss_dice: 1.5711, decode.d8.loss_cls: 1.8681, decode.d8.loss_mask: 0.9926, decode.d8.loss_dice: 1.5768, loss: 53.1574 2022-04-26 01:33:33,053 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 01:33:33,054 - mmseg - INFO - Iter [3000/160000] lr: 1.409e-06, eta: 2 days, 0:56:00, time: 1.113, data_time: 0.015, memory: 64049, decode.loss_cls: 1.8129, decode.loss_mask: 0.9751, decode.loss_dice: 1.5386, decode.d0.loss_cls: 9.5787, decode.d0.loss_mask: 0.9616, decode.d0.loss_dice: 1.8711, decode.d1.loss_cls: 2.1968, decode.d1.loss_mask: 1.0048, decode.d1.loss_dice: 1.6391, decode.d2.loss_cls: 1.9236, decode.d2.loss_mask: 0.9826, decode.d2.loss_dice: 1.5584, decode.d3.loss_cls: 1.8567, decode.d3.loss_mask: 0.9828, decode.d3.loss_dice: 1.5358, decode.d4.loss_cls: 1.8158, decode.d4.loss_mask: 0.9884, decode.d4.loss_dice: 1.5509, decode.d5.loss_cls: 1.7912, decode.d5.loss_mask: 0.9933, decode.d5.loss_dice: 1.5441, decode.d6.loss_cls: 1.7822, decode.d6.loss_mask: 0.9852, decode.d6.loss_dice: 1.5331, decode.d7.loss_cls: 1.7887, decode.d7.loss_mask: 0.9824, decode.d7.loss_dice: 1.5422, decode.d8.loss_cls: 1.7908, decode.d8.loss_mask: 0.9778, decode.d8.loss_dice: 1.5358, loss: 52.0206 2022-04-26 01:34:29,304 - mmseg - INFO - Iter [3050/160000] lr: 1.408e-06, eta: 2 days, 0:55:11, time: 1.125, data_time: 0.015, memory: 64049, decode.loss_cls: 1.7797, decode.loss_mask: 0.9860, decode.loss_dice: 1.5338, decode.d0.loss_cls: 9.5640, decode.d0.loss_mask: 0.9605, decode.d0.loss_dice: 1.8471, decode.d1.loss_cls: 2.1745, decode.d1.loss_mask: 1.0000, decode.d1.loss_dice: 1.6269, decode.d2.loss_cls: 1.9127, decode.d2.loss_mask: 0.9817, decode.d2.loss_dice: 1.5501, decode.d3.loss_cls: 1.8085, decode.d3.loss_mask: 0.9815, decode.d3.loss_dice: 1.5278, decode.d4.loss_cls: 1.7809, decode.d4.loss_mask: 0.9699, decode.d4.loss_dice: 1.5262, decode.d5.loss_cls: 1.7658, decode.d5.loss_mask: 0.9732, decode.d5.loss_dice: 1.5326, decode.d6.loss_cls: 1.7581, decode.d6.loss_mask: 0.9814, decode.d6.loss_dice: 1.5172, decode.d7.loss_cls: 1.7596, decode.d7.loss_mask: 0.9821, decode.d7.loss_dice: 1.5285, decode.d8.loss_cls: 1.7495, decode.d8.loss_mask: 0.9881, decode.d8.loss_dice: 1.5346, loss: 51.5825 2022-04-26 01:35:25,151 - mmseg - INFO - Iter [3100/160000] lr: 1.408e-06, eta: 2 days, 0:54:02, time: 1.117, data_time: 0.016, memory: 64049, decode.loss_cls: 1.8295, decode.loss_mask: 0.9667, decode.loss_dice: 1.5381, decode.d0.loss_cls: 9.5404, decode.d0.loss_mask: 0.9422, decode.d0.loss_dice: 1.8685, decode.d1.loss_cls: 2.2230, decode.d1.loss_mask: 0.9752, decode.d1.loss_dice: 1.6389, decode.d2.loss_cls: 1.9833, decode.d2.loss_mask: 0.9592, decode.d2.loss_dice: 1.5599, decode.d3.loss_cls: 1.8868, decode.d3.loss_mask: 0.9595, decode.d3.loss_dice: 1.5371, decode.d4.loss_cls: 1.8535, decode.d4.loss_mask: 0.9598, decode.d4.loss_dice: 1.5431, decode.d5.loss_cls: 1.8306, decode.d5.loss_mask: 0.9608, decode.d5.loss_dice: 1.5393, decode.d6.loss_cls: 1.8158, decode.d6.loss_mask: 0.9573, decode.d6.loss_dice: 1.5238, decode.d7.loss_cls: 1.8120, decode.d7.loss_mask: 0.9710, decode.d7.loss_dice: 1.5388, decode.d8.loss_cls: 1.8088, decode.d8.loss_mask: 0.9639, decode.d8.loss_dice: 1.5354, loss: 52.0222 2022-04-26 01:36:20,688 - mmseg - INFO - Iter [3150/160000] lr: 1.408e-06, eta: 2 days, 0:52:38, time: 1.111, data_time: 0.015, memory: 64049, decode.loss_cls: 1.8064, decode.loss_mask: 0.9549, decode.loss_dice: 1.5397, decode.d0.loss_cls: 9.5271, decode.d0.loss_mask: 0.9296, decode.d0.loss_dice: 1.8582, decode.d1.loss_cls: 2.2103, decode.d1.loss_mask: 0.9629, decode.d1.loss_dice: 1.6320, decode.d2.loss_cls: 1.9509, decode.d2.loss_mask: 0.9500, decode.d2.loss_dice: 1.5572, decode.d3.loss_cls: 1.8538, decode.d3.loss_mask: 0.9461, decode.d3.loss_dice: 1.5326, decode.d4.loss_cls: 1.8221, decode.d4.loss_mask: 0.9488, decode.d4.loss_dice: 1.5366, decode.d5.loss_cls: 1.8062, decode.d5.loss_mask: 0.9468, decode.d5.loss_dice: 1.5346, decode.d6.loss_cls: 1.7958, decode.d6.loss_mask: 0.9463, decode.d6.loss_dice: 1.5302, decode.d7.loss_cls: 1.7908, decode.d7.loss_mask: 0.9489, decode.d7.loss_dice: 1.5420, decode.d8.loss_cls: 1.7903, decode.d8.loss_mask: 0.9493, decode.d8.loss_dice: 1.5334, loss: 51.6335 2022-04-26 01:37:17,575 - mmseg - INFO - Iter [3200/160000] lr: 1.407e-06, eta: 2 days, 0:52:20, time: 1.138, data_time: 0.015, memory: 64049, decode.loss_cls: 1.7015, decode.loss_mask: 0.9683, decode.loss_dice: 1.4515, decode.d0.loss_cls: 9.4940, decode.d0.loss_mask: 0.9458, decode.d0.loss_dice: 1.7539, decode.d1.loss_cls: 2.1001, decode.d1.loss_mask: 0.9724, decode.d1.loss_dice: 1.5255, decode.d2.loss_cls: 1.8462, decode.d2.loss_mask: 0.9542, decode.d2.loss_dice: 1.4510, decode.d3.loss_cls: 1.7707, decode.d3.loss_mask: 0.9550, decode.d3.loss_dice: 1.4294, decode.d4.loss_cls: 1.7226, decode.d4.loss_mask: 0.9593, decode.d4.loss_dice: 1.4434, decode.d5.loss_cls: 1.7027, decode.d5.loss_mask: 0.9633, decode.d5.loss_dice: 1.4454, decode.d6.loss_cls: 1.6847, decode.d6.loss_mask: 0.9738, decode.d6.loss_dice: 1.4411, decode.d7.loss_cls: 1.6915, decode.d7.loss_mask: 0.9709, decode.d7.loss_dice: 1.4524, decode.d8.loss_cls: 1.6903, decode.d8.loss_mask: 0.9683, decode.d8.loss_dice: 1.4512, loss: 49.8806 2022-04-26 01:38:13,044 - mmseg - INFO - Iter [3250/160000] lr: 1.407e-06, eta: 2 days, 0:50:54, time: 1.109, data_time: 0.016, memory: 64049, decode.loss_cls: 1.7284, decode.loss_mask: 0.9498, decode.loss_dice: 1.4632, decode.d0.loss_cls: 9.4712, decode.d0.loss_mask: 0.9272, decode.d0.loss_dice: 1.7825, decode.d1.loss_cls: 2.1303, decode.d1.loss_mask: 0.9677, decode.d1.loss_dice: 1.5568, decode.d2.loss_cls: 1.8701, decode.d2.loss_mask: 0.9474, decode.d2.loss_dice: 1.4789, decode.d3.loss_cls: 1.7832, decode.d3.loss_mask: 0.9502, decode.d3.loss_dice: 1.4576, decode.d4.loss_cls: 1.7383, decode.d4.loss_mask: 0.9526, decode.d4.loss_dice: 1.4657, decode.d5.loss_cls: 1.7165, decode.d5.loss_mask: 0.9573, decode.d5.loss_dice: 1.4699, decode.d6.loss_cls: 1.7222, decode.d6.loss_mask: 0.9593, decode.d6.loss_dice: 1.4533, decode.d7.loss_cls: 1.7188, decode.d7.loss_mask: 0.9586, decode.d7.loss_dice: 1.4703, decode.d8.loss_cls: 1.7100, decode.d8.loss_mask: 0.9528, decode.d8.loss_dice: 1.4661, loss: 50.1760 2022-04-26 01:39:08,645 - mmseg - INFO - Iter [3300/160000] lr: 1.406e-06, eta: 2 days, 0:49:34, time: 1.112, data_time: 0.015, memory: 64049, decode.loss_cls: 1.7129, decode.loss_mask: 0.9849, decode.loss_dice: 1.4817, decode.d0.loss_cls: 9.4473, decode.d0.loss_mask: 0.9561, decode.d0.loss_dice: 1.8133, decode.d1.loss_cls: 2.0940, decode.d1.loss_mask: 0.9988, decode.d1.loss_dice: 1.5864, decode.d2.loss_cls: 1.8225, decode.d2.loss_mask: 0.9835, decode.d2.loss_dice: 1.5113, decode.d3.loss_cls: 1.7479, decode.d3.loss_mask: 0.9814, decode.d3.loss_dice: 1.4847, decode.d4.loss_cls: 1.7218, decode.d4.loss_mask: 0.9800, decode.d4.loss_dice: 1.4908, decode.d5.loss_cls: 1.6872, decode.d5.loss_mask: 0.9799, decode.d5.loss_dice: 1.4873, decode.d6.loss_cls: 1.6958, decode.d6.loss_mask: 0.9797, decode.d6.loss_dice: 1.4826, decode.d7.loss_cls: 1.6871, decode.d7.loss_mask: 0.9842, decode.d7.loss_dice: 1.4977, decode.d8.loss_cls: 1.6901, decode.d8.loss_mask: 0.9818, decode.d8.loss_dice: 1.4930, loss: 50.4457 2022-04-26 01:40:04,119 - mmseg - INFO - Iter [3350/160000] lr: 1.406e-06, eta: 2 days, 0:48:10, time: 1.110, data_time: 0.016, memory: 64049, decode.loss_cls: 1.6992, decode.loss_mask: 0.9591, decode.loss_dice: 1.4534, decode.d0.loss_cls: 9.4367, decode.d0.loss_mask: 0.9412, decode.d0.loss_dice: 1.7693, decode.d1.loss_cls: 2.0954, decode.d1.loss_mask: 0.9550, decode.d1.loss_dice: 1.5322, decode.d2.loss_cls: 1.8608, decode.d2.loss_mask: 0.9413, decode.d2.loss_dice: 1.4669, decode.d3.loss_cls: 1.7570, decode.d3.loss_mask: 0.9431, decode.d3.loss_dice: 1.4467, decode.d4.loss_cls: 1.7160, decode.d4.loss_mask: 0.9481, decode.d4.loss_dice: 1.4526, decode.d5.loss_cls: 1.6970, decode.d5.loss_mask: 0.9554, decode.d5.loss_dice: 1.4473, decode.d6.loss_cls: 1.6892, decode.d6.loss_mask: 0.9544, decode.d6.loss_dice: 1.4338, decode.d7.loss_cls: 1.6801, decode.d7.loss_mask: 0.9618, decode.d7.loss_dice: 1.4534, decode.d8.loss_cls: 1.6837, decode.d8.loss_mask: 0.9623, decode.d8.loss_dice: 1.4536, loss: 49.7461 2022-04-26 01:40:59,554 - mmseg - INFO - Iter [3400/160000] lr: 1.405e-06, eta: 2 days, 0:46:44, time: 1.109, data_time: 0.017, memory: 64049, decode.loss_cls: 1.6252, decode.loss_mask: 0.9634, decode.loss_dice: 1.4425, decode.d0.loss_cls: 9.3981, decode.d0.loss_mask: 0.9539, decode.d0.loss_dice: 1.7631, decode.d1.loss_cls: 2.0054, decode.d1.loss_mask: 0.9717, decode.d1.loss_dice: 1.5302, decode.d2.loss_cls: 1.7620, decode.d2.loss_mask: 0.9580, decode.d2.loss_dice: 1.4578, decode.d3.loss_cls: 1.6840, decode.d3.loss_mask: 0.9572, decode.d3.loss_dice: 1.4250, decode.d4.loss_cls: 1.6494, decode.d4.loss_mask: 0.9583, decode.d4.loss_dice: 1.4356, decode.d5.loss_cls: 1.6309, decode.d5.loss_mask: 0.9538, decode.d5.loss_dice: 1.4371, decode.d6.loss_cls: 1.6184, decode.d6.loss_mask: 0.9602, decode.d6.loss_dice: 1.4294, decode.d7.loss_cls: 1.6160, decode.d7.loss_mask: 0.9580, decode.d7.loss_dice: 1.4485, decode.d8.loss_cls: 1.6198, decode.d8.loss_mask: 0.9621, decode.d8.loss_dice: 1.4425, loss: 49.0176 2022-04-26 01:41:55,017 - mmseg - INFO - Iter [3450/160000] lr: 1.405e-06, eta: 2 days, 0:45:20, time: 1.109, data_time: 0.016, memory: 64049, decode.loss_cls: 1.6754, decode.loss_mask: 0.9298, decode.loss_dice: 1.4893, decode.d0.loss_cls: 9.3924, decode.d0.loss_mask: 0.9097, decode.d0.loss_dice: 1.7823, decode.d1.loss_cls: 2.0837, decode.d1.loss_mask: 0.9362, decode.d1.loss_dice: 1.5786, decode.d2.loss_cls: 1.8222, decode.d2.loss_mask: 0.9196, decode.d2.loss_dice: 1.5107, decode.d3.loss_cls: 1.7365, decode.d3.loss_mask: 0.9160, decode.d3.loss_dice: 1.4831, decode.d4.loss_cls: 1.7120, decode.d4.loss_mask: 0.9197, decode.d4.loss_dice: 1.4963, decode.d5.loss_cls: 1.6860, decode.d5.loss_mask: 0.9256, decode.d5.loss_dice: 1.4934, decode.d6.loss_cls: 1.6751, decode.d6.loss_mask: 0.9281, decode.d6.loss_dice: 1.4879, decode.d7.loss_cls: 1.6624, decode.d7.loss_mask: 0.9242, decode.d7.loss_dice: 1.4900, decode.d8.loss_cls: 1.6564, decode.d8.loss_mask: 0.9233, decode.d8.loss_dice: 1.4866, loss: 49.6324 2022-04-26 01:42:51,391 - mmseg - INFO - Iter [3500/160000] lr: 1.404e-06, eta: 2 days, 0:44:36, time: 1.126, data_time: 0.016, memory: 64049, decode.loss_cls: 1.6250, decode.loss_mask: 0.9800, decode.loss_dice: 1.4567, decode.d0.loss_cls: 9.3729, decode.d0.loss_mask: 0.9595, decode.d0.loss_dice: 1.7516, decode.d1.loss_cls: 2.0181, decode.d1.loss_mask: 0.9910, decode.d1.loss_dice: 1.5370, decode.d2.loss_cls: 1.7440, decode.d2.loss_mask: 0.9838, decode.d2.loss_dice: 1.4728, decode.d3.loss_cls: 1.6613, decode.d3.loss_mask: 0.9769, decode.d3.loss_dice: 1.4478, decode.d4.loss_cls: 1.6444, decode.d4.loss_mask: 0.9775, decode.d4.loss_dice: 1.4560, decode.d5.loss_cls: 1.6196, decode.d5.loss_mask: 0.9801, decode.d5.loss_dice: 1.4513, decode.d6.loss_cls: 1.6163, decode.d6.loss_mask: 0.9771, decode.d6.loss_dice: 1.4470, decode.d7.loss_cls: 1.6168, decode.d7.loss_mask: 0.9821, decode.d7.loss_dice: 1.4528, decode.d8.loss_cls: 1.6095, decode.d8.loss_mask: 0.9718, decode.d8.loss_dice: 1.4471, loss: 49.2279 2022-04-26 01:43:46,586 - mmseg - INFO - Iter [3550/160000] lr: 1.404e-06, eta: 2 days, 0:43:04, time: 1.105, data_time: 0.018, memory: 64049, decode.loss_cls: 1.6274, decode.loss_mask: 0.9807, decode.loss_dice: 1.4644, decode.d0.loss_cls: 9.3447, decode.d0.loss_mask: 0.9535, decode.d0.loss_dice: 1.7465, decode.d1.loss_cls: 1.9991, decode.d1.loss_mask: 0.9851, decode.d1.loss_dice: 1.5396, decode.d2.loss_cls: 1.7498, decode.d2.loss_mask: 0.9602, decode.d2.loss_dice: 1.4753, decode.d3.loss_cls: 1.6657, decode.d3.loss_mask: 0.9641, decode.d3.loss_dice: 1.4464, decode.d4.loss_cls: 1.6342, decode.d4.loss_mask: 0.9636, decode.d4.loss_dice: 1.4516, decode.d5.loss_cls: 1.6177, decode.d5.loss_mask: 0.9737, decode.d5.loss_dice: 1.4503, decode.d6.loss_cls: 1.6213, decode.d6.loss_mask: 0.9782, decode.d6.loss_dice: 1.4443, decode.d7.loss_cls: 1.6069, decode.d7.loss_mask: 0.9851, decode.d7.loss_dice: 1.4687, decode.d8.loss_cls: 1.6112, decode.d8.loss_mask: 0.9833, decode.d8.loss_dice: 1.4618, loss: 49.1543 2022-04-26 01:44:41,526 - mmseg - INFO - Iter [3600/160000] lr: 1.403e-06, eta: 2 days, 0:41:20, time: 1.099, data_time: 0.017, memory: 64049, decode.loss_cls: 1.6363, decode.loss_mask: 0.9758, decode.loss_dice: 1.4320, decode.d0.loss_cls: 9.3487, decode.d0.loss_mask: 0.9401, decode.d0.loss_dice: 1.7205, decode.d1.loss_cls: 2.0214, decode.d1.loss_mask: 0.9649, decode.d1.loss_dice: 1.5187, decode.d2.loss_cls: 1.7671, decode.d2.loss_mask: 0.9487, decode.d2.loss_dice: 1.4407, decode.d3.loss_cls: 1.6663, decode.d3.loss_mask: 0.9584, decode.d3.loss_dice: 1.4330, decode.d4.loss_cls: 1.6458, decode.d4.loss_mask: 0.9601, decode.d4.loss_dice: 1.4417, decode.d5.loss_cls: 1.6371, decode.d5.loss_mask: 0.9573, decode.d5.loss_dice: 1.4309, decode.d6.loss_cls: 1.6404, decode.d6.loss_mask: 0.9538, decode.d6.loss_dice: 1.4190, decode.d7.loss_cls: 1.6307, decode.d7.loss_mask: 0.9613, decode.d7.loss_dice: 1.4386, decode.d8.loss_cls: 1.6299, decode.d8.loss_mask: 0.9679, decode.d8.loss_dice: 1.4315, loss: 48.9184 2022-04-26 01:45:37,884 - mmseg - INFO - Iter [3650/160000] lr: 1.403e-06, eta: 2 days, 0:40:38, time: 1.127, data_time: 0.017, memory: 64049, decode.loss_cls: 1.5824, decode.loss_mask: 0.9266, decode.loss_dice: 1.4767, decode.d0.loss_cls: 9.2818, decode.d0.loss_mask: 0.9028, decode.d0.loss_dice: 1.7506, decode.d1.loss_cls: 1.9742, decode.d1.loss_mask: 0.9390, decode.d1.loss_dice: 1.5562, decode.d2.loss_cls: 1.7041, decode.d2.loss_mask: 0.9239, decode.d2.loss_dice: 1.4827, decode.d3.loss_cls: 1.6154, decode.d3.loss_mask: 0.9244, decode.d3.loss_dice: 1.4665, decode.d4.loss_cls: 1.5872, decode.d4.loss_mask: 0.9306, decode.d4.loss_dice: 1.4707, decode.d5.loss_cls: 1.5683, decode.d5.loss_mask: 0.9282, decode.d5.loss_dice: 1.4734, decode.d6.loss_cls: 1.5807, decode.d6.loss_mask: 0.9206, decode.d6.loss_dice: 1.4641, decode.d7.loss_cls: 1.5652, decode.d7.loss_mask: 0.9349, decode.d7.loss_dice: 1.4741, decode.d8.loss_cls: 1.5690, decode.d8.loss_mask: 0.9292, decode.d8.loss_dice: 1.4713, loss: 48.3748 2022-04-26 01:46:34,242 - mmseg - INFO - Iter [3700/160000] lr: 1.403e-06, eta: 2 days, 0:39:55, time: 1.127, data_time: 0.018, memory: 64049, decode.loss_cls: 1.5793, decode.loss_mask: 0.9364, decode.loss_dice: 1.4378, decode.d0.loss_cls: 9.2817, decode.d0.loss_mask: 0.9129, decode.d0.loss_dice: 1.7205, decode.d1.loss_cls: 1.9800, decode.d1.loss_mask: 0.9393, decode.d1.loss_dice: 1.5151, decode.d2.loss_cls: 1.7087, decode.d2.loss_mask: 0.9215, decode.d2.loss_dice: 1.4563, decode.d3.loss_cls: 1.6190, decode.d3.loss_mask: 0.9276, decode.d3.loss_dice: 1.4274, decode.d4.loss_cls: 1.5800, decode.d4.loss_mask: 0.9334, decode.d4.loss_dice: 1.4417, decode.d5.loss_cls: 1.5713, decode.d5.loss_mask: 0.9350, decode.d5.loss_dice: 1.4378, decode.d6.loss_cls: 1.5716, decode.d6.loss_mask: 0.9270, decode.d6.loss_dice: 1.4282, decode.d7.loss_cls: 1.5710, decode.d7.loss_mask: 0.9222, decode.d7.loss_dice: 1.4415, decode.d8.loss_cls: 1.5719, decode.d8.loss_mask: 0.9311, decode.d8.loss_dice: 1.4431, loss: 48.0704 2022-04-26 01:47:29,940 - mmseg - INFO - Iter [3750/160000] lr: 1.402e-06, eta: 2 days, 0:38:44, time: 1.114, data_time: 0.016, memory: 64049, decode.loss_cls: 1.5475, decode.loss_mask: 0.9313, decode.loss_dice: 1.4032, decode.d0.loss_cls: 9.2418, decode.d0.loss_mask: 0.9070, decode.d0.loss_dice: 1.6826, decode.d1.loss_cls: 1.9076, decode.d1.loss_mask: 0.9367, decode.d1.loss_dice: 1.4911, decode.d2.loss_cls: 1.6695, decode.d2.loss_mask: 0.9166, decode.d2.loss_dice: 1.4285, decode.d3.loss_cls: 1.5859, decode.d3.loss_mask: 0.9178, decode.d3.loss_dice: 1.4065, decode.d4.loss_cls: 1.5508, decode.d4.loss_mask: 0.9281, decode.d4.loss_dice: 1.4081, decode.d5.loss_cls: 1.5293, decode.d5.loss_mask: 0.9307, decode.d5.loss_dice: 1.4095, decode.d6.loss_cls: 1.5379, decode.d6.loss_mask: 0.9244, decode.d6.loss_dice: 1.3932, decode.d7.loss_cls: 1.5279, decode.d7.loss_mask: 0.9257, decode.d7.loss_dice: 1.4008, decode.d8.loss_cls: 1.5379, decode.d8.loss_mask: 0.9243, decode.d8.loss_dice: 1.3955, loss: 47.2978 2022-04-26 01:48:27,456 - mmseg - INFO - Iter [3800/160000] lr: 1.402e-06, eta: 2 days, 0:38:49, time: 1.150, data_time: 0.067, memory: 64049, decode.loss_cls: 1.5863, decode.loss_mask: 0.9162, decode.loss_dice: 1.4095, decode.d0.loss_cls: 9.2379, decode.d0.loss_mask: 0.9037, decode.d0.loss_dice: 1.7118, decode.d1.loss_cls: 1.9641, decode.d1.loss_mask: 0.9317, decode.d1.loss_dice: 1.4828, decode.d2.loss_cls: 1.6936, decode.d2.loss_mask: 0.9202, decode.d2.loss_dice: 1.4275, decode.d3.loss_cls: 1.6283, decode.d3.loss_mask: 0.9174, decode.d3.loss_dice: 1.4033, decode.d4.loss_cls: 1.5956, decode.d4.loss_mask: 0.9202, decode.d4.loss_dice: 1.4110, decode.d5.loss_cls: 1.5811, decode.d5.loss_mask: 0.9214, decode.d5.loss_dice: 1.4046, decode.d6.loss_cls: 1.5849, decode.d6.loss_mask: 0.9202, decode.d6.loss_dice: 1.3963, decode.d7.loss_cls: 1.5714, decode.d7.loss_mask: 0.9244, decode.d7.loss_dice: 1.4101, decode.d8.loss_cls: 1.5697, decode.d8.loss_mask: 0.9189, decode.d8.loss_dice: 1.4079, loss: 47.6719 2022-04-26 01:49:22,945 - mmseg - INFO - Iter [3850/160000] lr: 1.401e-06, eta: 2 days, 0:37:30, time: 1.110, data_time: 0.016, memory: 64049, decode.loss_cls: 1.5410, decode.loss_mask: 0.9163, decode.loss_dice: 1.4274, decode.d0.loss_cls: 9.1982, decode.d0.loss_mask: 0.8902, decode.d0.loss_dice: 1.6941, decode.d1.loss_cls: 1.9354, decode.d1.loss_mask: 0.9188, decode.d1.loss_dice: 1.4982, decode.d2.loss_cls: 1.6653, decode.d2.loss_mask: 0.9051, decode.d2.loss_dice: 1.4421, decode.d3.loss_cls: 1.5670, decode.d3.loss_mask: 0.9102, decode.d3.loss_dice: 1.4224, decode.d4.loss_cls: 1.5504, decode.d4.loss_mask: 0.9135, decode.d4.loss_dice: 1.4264, decode.d5.loss_cls: 1.5227, decode.d5.loss_mask: 0.9120, decode.d5.loss_dice: 1.4259, decode.d6.loss_cls: 1.5335, decode.d6.loss_mask: 0.9072, decode.d6.loss_dice: 1.4152, decode.d7.loss_cls: 1.5320, decode.d7.loss_mask: 0.9175, decode.d7.loss_dice: 1.4256, decode.d8.loss_cls: 1.5398, decode.d8.loss_mask: 0.9139, decode.d8.loss_dice: 1.4281, loss: 47.2952 2022-04-26 01:50:18,769 - mmseg - INFO - Iter [3900/160000] lr: 1.401e-06, eta: 2 days, 0:36:25, time: 1.117, data_time: 0.018, memory: 64049, decode.loss_cls: 1.5263, decode.loss_mask: 0.9023, decode.loss_dice: 1.4313, decode.d0.loss_cls: 9.1677, decode.d0.loss_mask: 0.8771, decode.d0.loss_dice: 1.7100, decode.d1.loss_cls: 1.8877, decode.d1.loss_mask: 0.9060, decode.d1.loss_dice: 1.5213, decode.d2.loss_cls: 1.6282, decode.d2.loss_mask: 0.8994, decode.d2.loss_dice: 1.4561, decode.d3.loss_cls: 1.5575, decode.d3.loss_mask: 0.9022, decode.d3.loss_dice: 1.4318, decode.d4.loss_cls: 1.5297, decode.d4.loss_mask: 0.9061, decode.d4.loss_dice: 1.4370, decode.d5.loss_cls: 1.5067, decode.d5.loss_mask: 0.9072, decode.d5.loss_dice: 1.4408, decode.d6.loss_cls: 1.5203, decode.d6.loss_mask: 0.9018, decode.d6.loss_dice: 1.4268, decode.d7.loss_cls: 1.5178, decode.d7.loss_mask: 0.9031, decode.d7.loss_dice: 1.4285, decode.d8.loss_cls: 1.5125, decode.d8.loss_mask: 0.9052, decode.d8.loss_dice: 1.4324, loss: 47.0808 2022-04-26 01:51:14,713 - mmseg - INFO - Iter [3950/160000] lr: 1.400e-06, eta: 2 days, 0:35:24, time: 1.119, data_time: 0.017, memory: 64049, decode.loss_cls: 1.4805, decode.loss_mask: 0.9006, decode.loss_dice: 1.3746, decode.d0.loss_cls: 9.1505, decode.d0.loss_mask: 0.8852, decode.d0.loss_dice: 1.6481, decode.d1.loss_cls: 1.8371, decode.d1.loss_mask: 0.9181, decode.d1.loss_dice: 1.4559, decode.d2.loss_cls: 1.5957, decode.d2.loss_mask: 0.8970, decode.d2.loss_dice: 1.4030, decode.d3.loss_cls: 1.5185, decode.d3.loss_mask: 0.9000, decode.d3.loss_dice: 1.3732, decode.d4.loss_cls: 1.5054, decode.d4.loss_mask: 0.8977, decode.d4.loss_dice: 1.3826, decode.d5.loss_cls: 1.4827, decode.d5.loss_mask: 0.8976, decode.d5.loss_dice: 1.3799, decode.d6.loss_cls: 1.4689, decode.d6.loss_mask: 0.9056, decode.d6.loss_dice: 1.3685, decode.d7.loss_cls: 1.4686, decode.d7.loss_mask: 0.9009, decode.d7.loss_dice: 1.3751, decode.d8.loss_cls: 1.4638, decode.d8.loss_mask: 0.8978, decode.d8.loss_dice: 1.3714, loss: 46.1043 2022-04-26 01:52:10,723 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 01:52:10,728 - mmseg - INFO - Iter [4000/160000] lr: 1.400e-06, eta: 2 days, 0:34:27, time: 1.120, data_time: 0.017, memory: 64049, decode.loss_cls: 1.4537, decode.loss_mask: 0.9166, decode.loss_dice: 1.3705, decode.d0.loss_cls: 9.1130, decode.d0.loss_mask: 0.8808, decode.d0.loss_dice: 1.6425, decode.d1.loss_cls: 1.7804, decode.d1.loss_mask: 0.9271, decode.d1.loss_dice: 1.4577, decode.d2.loss_cls: 1.5522, decode.d2.loss_mask: 0.9064, decode.d2.loss_dice: 1.3914, decode.d3.loss_cls: 1.4793, decode.d3.loss_mask: 0.9034, decode.d3.loss_dice: 1.3720, decode.d4.loss_cls: 1.4588, decode.d4.loss_mask: 0.8935, decode.d4.loss_dice: 1.3733, decode.d5.loss_cls: 1.4352, decode.d5.loss_mask: 0.9019, decode.d5.loss_dice: 1.3740, decode.d6.loss_cls: 1.4390, decode.d6.loss_mask: 0.8988, decode.d6.loss_dice: 1.3725, decode.d7.loss_cls: 1.4344, decode.d7.loss_mask: 0.9039, decode.d7.loss_dice: 1.3707, decode.d8.loss_cls: 1.4249, decode.d8.loss_mask: 0.9060, decode.d8.loss_dice: 1.3767, loss: 45.7105 2022-04-26 01:53:05,933 - mmseg - INFO - Iter [4050/160000] lr: 1.399e-06, eta: 2 days, 0:32:58, time: 1.104, data_time: 0.016, memory: 64049, decode.loss_cls: 1.4764, decode.loss_mask: 0.9322, decode.loss_dice: 1.3711, decode.d0.loss_cls: 9.0869, decode.d0.loss_mask: 0.8946, decode.d0.loss_dice: 1.6210, decode.d1.loss_cls: 1.8388, decode.d1.loss_mask: 0.9267, decode.d1.loss_dice: 1.4459, decode.d2.loss_cls: 1.5941, decode.d2.loss_mask: 0.9138, decode.d2.loss_dice: 1.3894, decode.d3.loss_cls: 1.5045, decode.d3.loss_mask: 0.9200, decode.d3.loss_dice: 1.3708, decode.d4.loss_cls: 1.4835, decode.d4.loss_mask: 0.9242, decode.d4.loss_dice: 1.3708, decode.d5.loss_cls: 1.4716, decode.d5.loss_mask: 0.9247, decode.d5.loss_dice: 1.3678, decode.d6.loss_cls: 1.4640, decode.d6.loss_mask: 0.9302, decode.d6.loss_dice: 1.3738, decode.d7.loss_cls: 1.4603, decode.d7.loss_mask: 0.9326, decode.d7.loss_dice: 1.3816, decode.d8.loss_cls: 1.4600, decode.d8.loss_mask: 0.9305, decode.d8.loss_dice: 1.3708, loss: 46.1328 2022-04-26 01:54:01,780 - mmseg - INFO - Iter [4100/160000] lr: 1.399e-06, eta: 2 days, 0:31:55, time: 1.117, data_time: 0.016, memory: 64049, decode.loss_cls: 1.4418, decode.loss_mask: 0.8997, decode.loss_dice: 1.3777, decode.d0.loss_cls: 9.0579, decode.d0.loss_mask: 0.8639, decode.d0.loss_dice: 1.6305, decode.d1.loss_cls: 1.8075, decode.d1.loss_mask: 0.8972, decode.d1.loss_dice: 1.4483, decode.d2.loss_cls: 1.5503, decode.d2.loss_mask: 0.8844, decode.d2.loss_dice: 1.3936, decode.d3.loss_cls: 1.4778, decode.d3.loss_mask: 0.8871, decode.d3.loss_dice: 1.3751, decode.d4.loss_cls: 1.4643, decode.d4.loss_mask: 0.8894, decode.d4.loss_dice: 1.3761, decode.d5.loss_cls: 1.4416, decode.d5.loss_mask: 0.8926, decode.d5.loss_dice: 1.3751, decode.d6.loss_cls: 1.4413, decode.d6.loss_mask: 0.8884, decode.d6.loss_dice: 1.3645, decode.d7.loss_cls: 1.4332, decode.d7.loss_mask: 0.8987, decode.d7.loss_dice: 1.3791, decode.d8.loss_cls: 1.4376, decode.d8.loss_mask: 0.8983, decode.d8.loss_dice: 1.3773, loss: 45.5502 2022-04-26 01:54:57,225 - mmseg - INFO - Iter [4150/160000] lr: 1.399e-06, eta: 2 days, 0:30:37, time: 1.109, data_time: 0.015, memory: 64049, decode.loss_cls: 1.4424, decode.loss_mask: 0.8892, decode.loss_dice: 1.3838, decode.d0.loss_cls: 9.0396, decode.d0.loss_mask: 0.8608, decode.d0.loss_dice: 1.6278, decode.d1.loss_cls: 1.7758, decode.d1.loss_mask: 0.8951, decode.d1.loss_dice: 1.4469, decode.d2.loss_cls: 1.5352, decode.d2.loss_mask: 0.8787, decode.d2.loss_dice: 1.3878, decode.d3.loss_cls: 1.4652, decode.d3.loss_mask: 0.8839, decode.d3.loss_dice: 1.3755, decode.d4.loss_cls: 1.4439, decode.d4.loss_mask: 0.8835, decode.d4.loss_dice: 1.3849, decode.d5.loss_cls: 1.4297, decode.d5.loss_mask: 0.8887, decode.d5.loss_dice: 1.3855, decode.d6.loss_cls: 1.4216, decode.d6.loss_mask: 0.8877, decode.d6.loss_dice: 1.3791, decode.d7.loss_cls: 1.4277, decode.d7.loss_mask: 0.8885, decode.d7.loss_dice: 1.3810, decode.d8.loss_cls: 1.4338, decode.d8.loss_mask: 0.8925, decode.d8.loss_dice: 1.3815, loss: 45.3973 2022-04-26 01:55:52,276 - mmseg - INFO - Iter [4200/160000] lr: 1.398e-06, eta: 2 days, 0:29:05, time: 1.101, data_time: 0.017, memory: 64049, decode.loss_cls: 1.4287, decode.loss_mask: 0.8909, decode.loss_dice: 1.3646, decode.d0.loss_cls: 9.0183, decode.d0.loss_mask: 0.8655, decode.d0.loss_dice: 1.6383, decode.d1.loss_cls: 1.7911, decode.d1.loss_mask: 0.9017, decode.d1.loss_dice: 1.4573, decode.d2.loss_cls: 1.5383, decode.d2.loss_mask: 0.8957, decode.d2.loss_dice: 1.3960, decode.d3.loss_cls: 1.4768, decode.d3.loss_mask: 0.8915, decode.d3.loss_dice: 1.3750, decode.d4.loss_cls: 1.4507, decode.d4.loss_mask: 0.8855, decode.d4.loss_dice: 1.3824, decode.d5.loss_cls: 1.4365, decode.d5.loss_mask: 0.8874, decode.d5.loss_dice: 1.3774, decode.d6.loss_cls: 1.4380, decode.d6.loss_mask: 0.8904, decode.d6.loss_dice: 1.3642, decode.d7.loss_cls: 1.4314, decode.d7.loss_mask: 0.8928, decode.d7.loss_dice: 1.3712, decode.d8.loss_cls: 1.4294, decode.d8.loss_mask: 0.8941, decode.d8.loss_dice: 1.3669, loss: 45.4281 2022-04-26 01:56:48,100 - mmseg - INFO - Iter [4250/160000] lr: 1.398e-06, eta: 2 days, 0:28:02, time: 1.116, data_time: 0.017, memory: 64049, decode.loss_cls: 1.4672, decode.loss_mask: 0.8803, decode.loss_dice: 1.3735, decode.d0.loss_cls: 9.0091, decode.d0.loss_mask: 0.8535, decode.d0.loss_dice: 1.6273, decode.d1.loss_cls: 1.8362, decode.d1.loss_mask: 0.8819, decode.d1.loss_dice: 1.4355, decode.d2.loss_cls: 1.5722, decode.d2.loss_mask: 0.8766, decode.d2.loss_dice: 1.3870, decode.d3.loss_cls: 1.5081, decode.d3.loss_mask: 0.8892, decode.d3.loss_dice: 1.3694, decode.d4.loss_cls: 1.4699, decode.d4.loss_mask: 0.8892, decode.d4.loss_dice: 1.3725, decode.d5.loss_cls: 1.4535, decode.d5.loss_mask: 0.8876, decode.d5.loss_dice: 1.3705, decode.d6.loss_cls: 1.4564, decode.d6.loss_mask: 0.8843, decode.d6.loss_dice: 1.3584, decode.d7.loss_cls: 1.4531, decode.d7.loss_mask: 0.8874, decode.d7.loss_dice: 1.3742, decode.d8.loss_cls: 1.4497, decode.d8.loss_mask: 0.8850, decode.d8.loss_dice: 1.3681, loss: 45.5266 2022-04-26 01:57:43,671 - mmseg - INFO - Iter [4300/160000] lr: 1.397e-06, eta: 2 days, 0:26:50, time: 1.111, data_time: 0.016, memory: 64049, decode.loss_cls: 1.4049, decode.loss_mask: 0.9045, decode.loss_dice: 1.3659, decode.d0.loss_cls: 8.9634, decode.d0.loss_mask: 0.8819, decode.d0.loss_dice: 1.6197, decode.d1.loss_cls: 1.7491, decode.d1.loss_mask: 0.9081, decode.d1.loss_dice: 1.4423, decode.d2.loss_cls: 1.5085, decode.d2.loss_mask: 0.8991, decode.d2.loss_dice: 1.3864, decode.d3.loss_cls: 1.4317, decode.d3.loss_mask: 0.8936, decode.d3.loss_dice: 1.3654, decode.d4.loss_cls: 1.4066, decode.d4.loss_mask: 0.8928, decode.d4.loss_dice: 1.3685, decode.d5.loss_cls: 1.3871, decode.d5.loss_mask: 0.8940, decode.d5.loss_dice: 1.3758, decode.d6.loss_cls: 1.3910, decode.d6.loss_mask: 0.8895, decode.d6.loss_dice: 1.3630, decode.d7.loss_cls: 1.3865, decode.d7.loss_mask: 0.9011, decode.d7.loss_dice: 1.3765, decode.d8.loss_cls: 1.3895, decode.d8.loss_mask: 0.9008, decode.d8.loss_dice: 1.3653, loss: 45.0125 2022-04-26 01:58:39,188 - mmseg - INFO - Iter [4350/160000] lr: 1.397e-06, eta: 2 days, 0:25:36, time: 1.110, data_time: 0.016, memory: 64049, decode.loss_cls: 1.4473, decode.loss_mask: 0.8955, decode.loss_dice: 1.3674, decode.d0.loss_cls: 8.9494, decode.d0.loss_mask: 0.8633, decode.d0.loss_dice: 1.6349, decode.d1.loss_cls: 1.7946, decode.d1.loss_mask: 0.8918, decode.d1.loss_dice: 1.4457, decode.d2.loss_cls: 1.5492, decode.d2.loss_mask: 0.8790, decode.d2.loss_dice: 1.3902, decode.d3.loss_cls: 1.4883, decode.d3.loss_mask: 0.8830, decode.d3.loss_dice: 1.3668, decode.d4.loss_cls: 1.4634, decode.d4.loss_mask: 0.8820, decode.d4.loss_dice: 1.3771, decode.d5.loss_cls: 1.4483, decode.d5.loss_mask: 0.8865, decode.d5.loss_dice: 1.3723, decode.d6.loss_cls: 1.4435, decode.d6.loss_mask: 0.8898, decode.d6.loss_dice: 1.3584, decode.d7.loss_cls: 1.4423, decode.d7.loss_mask: 0.8940, decode.d7.loss_dice: 1.3685, decode.d8.loss_cls: 1.4331, decode.d8.loss_mask: 0.8930, decode.d8.loss_dice: 1.3600, loss: 45.3585 2022-04-26 01:59:34,336 - mmseg - INFO - Iter [4400/160000] lr: 1.396e-06, eta: 2 days, 0:24:10, time: 1.103, data_time: 0.016, memory: 64049, decode.loss_cls: 1.4392, decode.loss_mask: 0.9008, decode.loss_dice: 1.3689, decode.d0.loss_cls: 8.9442, decode.d0.loss_mask: 0.8737, decode.d0.loss_dice: 1.6331, decode.d1.loss_cls: 1.7550, decode.d1.loss_mask: 0.9127, decode.d1.loss_dice: 1.4689, decode.d2.loss_cls: 1.5291, decode.d2.loss_mask: 0.8919, decode.d2.loss_dice: 1.3981, decode.d3.loss_cls: 1.4534, decode.d3.loss_mask: 0.8962, decode.d3.loss_dice: 1.3826, decode.d4.loss_cls: 1.4386, decode.d4.loss_mask: 0.8916, decode.d4.loss_dice: 1.3762, decode.d5.loss_cls: 1.4212, decode.d5.loss_mask: 0.9045, decode.d5.loss_dice: 1.3769, decode.d6.loss_cls: 1.4241, decode.d6.loss_mask: 0.8956, decode.d6.loss_dice: 1.3655, decode.d7.loss_cls: 1.4320, decode.d7.loss_mask: 0.8915, decode.d7.loss_dice: 1.3689, decode.d8.loss_cls: 1.4280, decode.d8.loss_mask: 0.8927, decode.d8.loss_dice: 1.3667, loss: 45.3216 2022-04-26 02:00:34,362 - mmseg - INFO - Iter [4450/160000] lr: 1.396e-06, eta: 2 days, 0:25:35, time: 1.200, data_time: 0.016, memory: 64049, decode.loss_cls: 1.3493, decode.loss_mask: 0.9058, decode.loss_dice: 1.3516, decode.d0.loss_cls: 8.8945, decode.d0.loss_mask: 0.8780, decode.d0.loss_dice: 1.6004, decode.d1.loss_cls: 1.6840, decode.d1.loss_mask: 0.9111, decode.d1.loss_dice: 1.4175, decode.d2.loss_cls: 1.4400, decode.d2.loss_mask: 0.9025, decode.d2.loss_dice: 1.3661, decode.d3.loss_cls: 1.3747, decode.d3.loss_mask: 0.9062, decode.d3.loss_dice: 1.3393, decode.d4.loss_cls: 1.3495, decode.d4.loss_mask: 0.9031, decode.d4.loss_dice: 1.3478, decode.d5.loss_cls: 1.3446, decode.d5.loss_mask: 0.9001, decode.d5.loss_dice: 1.3466, decode.d6.loss_cls: 1.3446, decode.d6.loss_mask: 0.9078, decode.d6.loss_dice: 1.3448, decode.d7.loss_cls: 1.3407, decode.d7.loss_mask: 0.9083, decode.d7.loss_dice: 1.3450, decode.d8.loss_cls: 1.3378, decode.d8.loss_mask: 0.9052, decode.d8.loss_dice: 1.3518, loss: 44.2985 2022-04-26 02:01:29,993 - mmseg - INFO - Iter [4500/160000] lr: 1.395e-06, eta: 2 days, 0:24:25, time: 1.113, data_time: 0.017, memory: 64049, decode.loss_cls: 1.3680, decode.loss_mask: 0.9022, decode.loss_dice: 1.3362, decode.d0.loss_cls: 8.8695, decode.d0.loss_mask: 0.8735, decode.d0.loss_dice: 1.5767, decode.d1.loss_cls: 1.6989, decode.d1.loss_mask: 0.9100, decode.d1.loss_dice: 1.4120, decode.d2.loss_cls: 1.4686, decode.d2.loss_mask: 0.8946, decode.d2.loss_dice: 1.3570, decode.d3.loss_cls: 1.3904, decode.d3.loss_mask: 0.8983, decode.d3.loss_dice: 1.3372, decode.d4.loss_cls: 1.3753, decode.d4.loss_mask: 0.8968, decode.d4.loss_dice: 1.3373, decode.d5.loss_cls: 1.3614, decode.d5.loss_mask: 0.8987, decode.d5.loss_dice: 1.3373, decode.d6.loss_cls: 1.3671, decode.d6.loss_mask: 0.8901, decode.d6.loss_dice: 1.3285, decode.d7.loss_cls: 1.3629, decode.d7.loss_mask: 0.8917, decode.d7.loss_dice: 1.3294, decode.d8.loss_cls: 1.3548, decode.d8.loss_mask: 0.8952, decode.d8.loss_dice: 1.3351, loss: 44.2544 2022-04-26 02:02:25,282 - mmseg - INFO - Iter [4550/160000] lr: 1.395e-06, eta: 2 days, 0:23:03, time: 1.106, data_time: 0.016, memory: 64049, decode.loss_cls: 1.3780, decode.loss_mask: 0.9140, decode.loss_dice: 1.3298, decode.d0.loss_cls: 8.8353, decode.d0.loss_mask: 0.8822, decode.d0.loss_dice: 1.5747, decode.d1.loss_cls: 1.6769, decode.d1.loss_mask: 0.9137, decode.d1.loss_dice: 1.4189, decode.d2.loss_cls: 1.4499, decode.d2.loss_mask: 0.8965, decode.d2.loss_dice: 1.3567, decode.d3.loss_cls: 1.3854, decode.d3.loss_mask: 0.8927, decode.d3.loss_dice: 1.3327, decode.d4.loss_cls: 1.3665, decode.d4.loss_mask: 0.8921, decode.d4.loss_dice: 1.3419, decode.d5.loss_cls: 1.3613, decode.d5.loss_mask: 0.8915, decode.d5.loss_dice: 1.3308, decode.d6.loss_cls: 1.3623, decode.d6.loss_mask: 0.9040, decode.d6.loss_dice: 1.3271, decode.d7.loss_cls: 1.3582, decode.d7.loss_mask: 0.9034, decode.d7.loss_dice: 1.3360, decode.d8.loss_cls: 1.3573, decode.d8.loss_mask: 0.9134, decode.d8.loss_dice: 1.3310, loss: 44.2144 2022-04-26 02:03:20,250 - mmseg - INFO - Iter [4600/160000] lr: 1.395e-06, eta: 2 days, 0:21:31, time: 1.099, data_time: 0.017, memory: 64049, decode.loss_cls: 1.3969, decode.loss_mask: 0.8535, decode.loss_dice: 1.3394, decode.d0.loss_cls: 8.8415, decode.d0.loss_mask: 0.8256, decode.d0.loss_dice: 1.5942, decode.d1.loss_cls: 1.7475, decode.d1.loss_mask: 0.8580, decode.d1.loss_dice: 1.4189, decode.d2.loss_cls: 1.5020, decode.d2.loss_mask: 0.8473, decode.d2.loss_dice: 1.3558, decode.d3.loss_cls: 1.4249, decode.d3.loss_mask: 0.8496, decode.d3.loss_dice: 1.3420, decode.d4.loss_cls: 1.4000, decode.d4.loss_mask: 0.8566, decode.d4.loss_dice: 1.3460, decode.d5.loss_cls: 1.4005, decode.d5.loss_mask: 0.8490, decode.d5.loss_dice: 1.3354, decode.d6.loss_cls: 1.3969, decode.d6.loss_mask: 0.8520, decode.d6.loss_dice: 1.3369, decode.d7.loss_cls: 1.3901, decode.d7.loss_mask: 0.8565, decode.d7.loss_dice: 1.3382, decode.d8.loss_cls: 1.3882, decode.d8.loss_mask: 0.8537, decode.d8.loss_dice: 1.3312, loss: 44.1283 2022-04-26 02:04:15,382 - mmseg - INFO - Iter [4650/160000] lr: 1.394e-06, eta: 2 days, 0:20:06, time: 1.103, data_time: 0.017, memory: 64049, decode.loss_cls: 1.3521, decode.loss_mask: 0.8981, decode.loss_dice: 1.3344, decode.d0.loss_cls: 8.8026, decode.d0.loss_mask: 0.8661, decode.d0.loss_dice: 1.5858, decode.d1.loss_cls: 1.6823, decode.d1.loss_mask: 0.9126, decode.d1.loss_dice: 1.4199, decode.d2.loss_cls: 1.4502, decode.d2.loss_mask: 0.8914, decode.d2.loss_dice: 1.3628, decode.d3.loss_cls: 1.3828, decode.d3.loss_mask: 0.8853, decode.d3.loss_dice: 1.3321, decode.d4.loss_cls: 1.3597, decode.d4.loss_mask: 0.8885, decode.d4.loss_dice: 1.3383, decode.d5.loss_cls: 1.3507, decode.d5.loss_mask: 0.8973, decode.d5.loss_dice: 1.3383, decode.d6.loss_cls: 1.3457, decode.d6.loss_mask: 0.8979, decode.d6.loss_dice: 1.3238, decode.d7.loss_cls: 1.3401, decode.d7.loss_mask: 0.8923, decode.d7.loss_dice: 1.3387, decode.d8.loss_cls: 1.3348, decode.d8.loss_mask: 0.8929, decode.d8.loss_dice: 1.3368, loss: 44.0343 2022-04-26 02:05:10,520 - mmseg - INFO - Iter [4700/160000] lr: 1.394e-06, eta: 2 days, 0:18:41, time: 1.103, data_time: 0.016, memory: 64049, decode.loss_cls: 1.3951, decode.loss_mask: 0.8976, decode.loss_dice: 1.3449, decode.d0.loss_cls: 8.7938, decode.d0.loss_mask: 0.8677, decode.d0.loss_dice: 1.5885, decode.d1.loss_cls: 1.7377, decode.d1.loss_mask: 0.9012, decode.d1.loss_dice: 1.4170, decode.d2.loss_cls: 1.5118, decode.d2.loss_mask: 0.8916, decode.d2.loss_dice: 1.3605, decode.d3.loss_cls: 1.4275, decode.d3.loss_mask: 0.8859, decode.d3.loss_dice: 1.3342, decode.d4.loss_cls: 1.4188, decode.d4.loss_mask: 0.8869, decode.d4.loss_dice: 1.3423, decode.d5.loss_cls: 1.4044, decode.d5.loss_mask: 0.8927, decode.d5.loss_dice: 1.3433, decode.d6.loss_cls: 1.4015, decode.d6.loss_mask: 0.8884, decode.d6.loss_dice: 1.3307, decode.d7.loss_cls: 1.4100, decode.d7.loss_mask: 0.8921, decode.d7.loss_dice: 1.3327, decode.d8.loss_cls: 1.3975, decode.d8.loss_mask: 0.8930, decode.d8.loss_dice: 1.3336, loss: 44.5228 2022-04-26 02:06:05,731 - mmseg - INFO - Iter [4750/160000] lr: 1.393e-06, eta: 2 days, 0:17:20, time: 1.104, data_time: 0.016, memory: 64049, decode.loss_cls: 1.3552, decode.loss_mask: 0.8908, decode.loss_dice: 1.3327, decode.d0.loss_cls: 8.7595, decode.d0.loss_mask: 0.8592, decode.d0.loss_dice: 1.5893, decode.d1.loss_cls: 1.6962, decode.d1.loss_mask: 0.8972, decode.d1.loss_dice: 1.4178, decode.d2.loss_cls: 1.4698, decode.d2.loss_mask: 0.8823, decode.d2.loss_dice: 1.3525, decode.d3.loss_cls: 1.3862, decode.d3.loss_mask: 0.8889, decode.d3.loss_dice: 1.3332, decode.d4.loss_cls: 1.3528, decode.d4.loss_mask: 0.8935, decode.d4.loss_dice: 1.3408, decode.d5.loss_cls: 1.3411, decode.d5.loss_mask: 0.8925, decode.d5.loss_dice: 1.3401, decode.d6.loss_cls: 1.3362, decode.d6.loss_mask: 0.8851, decode.d6.loss_dice: 1.3298, decode.d7.loss_cls: 1.3374, decode.d7.loss_mask: 0.8825, decode.d7.loss_dice: 1.3325, decode.d8.loss_cls: 1.3419, decode.d8.loss_mask: 0.8867, decode.d8.loss_dice: 1.3305, loss: 43.9342 2022-04-26 02:07:00,787 - mmseg - INFO - Iter [4800/160000] lr: 1.393e-06, eta: 2 days, 0:15:53, time: 1.101, data_time: 0.015, memory: 64049, decode.loss_cls: 1.3917, decode.loss_mask: 0.9032, decode.loss_dice: 1.4063, decode.d0.loss_cls: 8.7360, decode.d0.loss_mask: 0.8767, decode.d0.loss_dice: 1.6426, decode.d1.loss_cls: 1.7248, decode.d1.loss_mask: 0.9131, decode.d1.loss_dice: 1.4750, decode.d2.loss_cls: 1.4961, decode.d2.loss_mask: 0.8990, decode.d2.loss_dice: 1.4112, decode.d3.loss_cls: 1.4258, decode.d3.loss_mask: 0.9007, decode.d3.loss_dice: 1.4008, decode.d4.loss_cls: 1.3922, decode.d4.loss_mask: 0.8998, decode.d4.loss_dice: 1.4024, decode.d5.loss_cls: 1.3867, decode.d5.loss_mask: 0.8966, decode.d5.loss_dice: 1.4026, decode.d6.loss_cls: 1.3756, decode.d6.loss_mask: 0.8987, decode.d6.loss_dice: 1.3940, decode.d7.loss_cls: 1.3791, decode.d7.loss_mask: 0.9042, decode.d7.loss_dice: 1.4096, decode.d8.loss_cls: 1.3725, decode.d8.loss_mask: 0.8973, decode.d8.loss_dice: 1.4075, loss: 45.0218 2022-04-26 02:07:56,518 - mmseg - INFO - Iter [4850/160000] lr: 1.392e-06, eta: 2 days, 0:14:50, time: 1.115, data_time: 0.016, memory: 64049, decode.loss_cls: 1.3435, decode.loss_mask: 0.8884, decode.loss_dice: 1.3474, decode.d0.loss_cls: 8.6934, decode.d0.loss_mask: 0.8380, decode.d0.loss_dice: 1.5531, decode.d1.loss_cls: 1.6340, decode.d1.loss_mask: 0.8837, decode.d1.loss_dice: 1.4037, decode.d2.loss_cls: 1.4278, decode.d2.loss_mask: 0.8734, decode.d2.loss_dice: 1.3554, decode.d3.loss_cls: 1.3729, decode.d3.loss_mask: 0.8794, decode.d3.loss_dice: 1.3412, decode.d4.loss_cls: 1.3536, decode.d4.loss_mask: 0.8748, decode.d4.loss_dice: 1.3367, decode.d5.loss_cls: 1.3335, decode.d5.loss_mask: 0.8864, decode.d5.loss_dice: 1.3383, decode.d6.loss_cls: 1.3390, decode.d6.loss_mask: 0.8811, decode.d6.loss_dice: 1.3347, decode.d7.loss_cls: 1.3283, decode.d7.loss_mask: 0.8845, decode.d7.loss_dice: 1.3432, decode.d8.loss_cls: 1.3311, decode.d8.loss_mask: 0.8802, decode.d8.loss_dice: 1.3386, loss: 43.6191 2022-04-26 02:08:51,261 - mmseg - INFO - Iter [4900/160000] lr: 1.392e-06, eta: 2 days, 0:13:15, time: 1.095, data_time: 0.017, memory: 64049, decode.loss_cls: 1.3897, decode.loss_mask: 0.8719, decode.loss_dice: 1.3605, decode.d0.loss_cls: 8.6758, decode.d0.loss_mask: 0.8434, decode.d0.loss_dice: 1.5980, decode.d1.loss_cls: 1.6792, decode.d1.loss_mask: 0.8807, decode.d1.loss_dice: 1.4445, decode.d2.loss_cls: 1.4679, decode.d2.loss_mask: 0.8667, decode.d2.loss_dice: 1.3814, decode.d3.loss_cls: 1.4054, decode.d3.loss_mask: 0.8690, decode.d3.loss_dice: 1.3610, decode.d4.loss_cls: 1.3921, decode.d4.loss_mask: 0.8699, decode.d4.loss_dice: 1.3650, decode.d5.loss_cls: 1.3854, decode.d5.loss_mask: 0.8714, decode.d5.loss_dice: 1.3651, decode.d6.loss_cls: 1.3819, decode.d6.loss_mask: 0.8807, decode.d6.loss_dice: 1.3572, decode.d7.loss_cls: 1.3785, decode.d7.loss_mask: 0.8708, decode.d7.loss_dice: 1.3624, decode.d8.loss_cls: 1.3719, decode.d8.loss_mask: 0.8706, decode.d8.loss_dice: 1.3574, loss: 44.1753 2022-04-26 02:09:46,809 - mmseg - INFO - Iter [4950/160000] lr: 1.391e-06, eta: 2 days, 0:12:06, time: 1.111, data_time: 0.016, memory: 64049, decode.loss_cls: 1.3617, decode.loss_mask: 0.8820, decode.loss_dice: 1.3402, decode.d0.loss_cls: 8.6547, decode.d0.loss_mask: 0.8458, decode.d0.loss_dice: 1.5692, decode.d1.loss_cls: 1.6603, decode.d1.loss_mask: 0.8690, decode.d1.loss_dice: 1.4032, decode.d2.loss_cls: 1.4365, decode.d2.loss_mask: 0.8666, decode.d2.loss_dice: 1.3505, decode.d3.loss_cls: 1.3817, decode.d3.loss_mask: 0.8711, decode.d3.loss_dice: 1.3308, decode.d4.loss_cls: 1.3592, decode.d4.loss_mask: 0.8714, decode.d4.loss_dice: 1.3302, decode.d5.loss_cls: 1.3483, decode.d5.loss_mask: 0.8706, decode.d5.loss_dice: 1.3317, decode.d6.loss_cls: 1.3483, decode.d6.loss_mask: 0.8769, decode.d6.loss_dice: 1.3246, decode.d7.loss_cls: 1.3498, decode.d7.loss_mask: 0.8746, decode.d7.loss_dice: 1.3381, decode.d8.loss_cls: 1.3392, decode.d8.loss_mask: 0.8805, decode.d8.loss_dice: 1.3362, loss: 43.6030 2022-04-26 02:10:42,219 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 02:10:42,253 - mmseg - INFO - Iter [5000/160000] lr: 1.391e-06, eta: 2 days, 0:10:53, time: 1.108, data_time: 0.016, memory: 64049, decode.loss_cls: 1.3648, decode.loss_mask: 0.8998, decode.loss_dice: 1.3305, decode.d0.loss_cls: 8.6562, decode.d0.loss_mask: 0.8700, decode.d0.loss_dice: 1.5655, decode.d1.loss_cls: 1.6901, decode.d1.loss_mask: 0.8968, decode.d1.loss_dice: 1.4007, decode.d2.loss_cls: 1.4525, decode.d2.loss_mask: 0.8848, decode.d2.loss_dice: 1.3432, decode.d3.loss_cls: 1.3952, decode.d3.loss_mask: 0.8930, decode.d3.loss_dice: 1.3252, decode.d4.loss_cls: 1.3706, decode.d4.loss_mask: 0.8922, decode.d4.loss_dice: 1.3355, decode.d5.loss_cls: 1.3554, decode.d5.loss_mask: 0.8879, decode.d5.loss_dice: 1.3360, decode.d6.loss_cls: 1.3638, decode.d6.loss_mask: 0.8892, decode.d6.loss_dice: 1.3274, decode.d7.loss_cls: 1.3557, decode.d7.loss_mask: 0.8917, decode.d7.loss_dice: 1.3317, decode.d8.loss_cls: 1.3550, decode.d8.loss_mask: 0.8996, decode.d8.loss_dice: 1.3282, loss: 43.8884 2022-04-26 02:11:37,584 - mmseg - INFO - Iter [5050/160000] lr: 1.390e-06, eta: 2 days, 0:09:39, time: 1.107, data_time: 0.016, memory: 64049, decode.loss_cls: 1.3033, decode.loss_mask: 0.8897, decode.loss_dice: 1.3384, decode.d0.loss_cls: 8.6009, decode.d0.loss_mask: 0.8655, decode.d0.loss_dice: 1.5670, decode.d1.loss_cls: 1.6018, decode.d1.loss_mask: 0.8935, decode.d1.loss_dice: 1.4180, decode.d2.loss_cls: 1.3891, decode.d2.loss_mask: 0.8885, decode.d2.loss_dice: 1.3494, decode.d3.loss_cls: 1.3213, decode.d3.loss_mask: 0.8870, decode.d3.loss_dice: 1.3296, decode.d4.loss_cls: 1.3021, decode.d4.loss_mask: 0.8880, decode.d4.loss_dice: 1.3432, decode.d5.loss_cls: 1.2918, decode.d5.loss_mask: 0.8949, decode.d5.loss_dice: 1.3321, decode.d6.loss_cls: 1.2911, decode.d6.loss_mask: 0.8958, decode.d6.loss_dice: 1.3330, decode.d7.loss_cls: 1.2963, decode.d7.loss_mask: 0.8919, decode.d7.loss_dice: 1.3365, decode.d8.loss_cls: 1.2948, decode.d8.loss_mask: 0.8958, decode.d8.loss_dice: 1.3353, loss: 43.2653 2022-04-26 02:12:36,216 - mmseg - INFO - Iter [5100/160000] lr: 1.390e-06, eta: 2 days, 0:10:04, time: 1.173, data_time: 0.064, memory: 64049, decode.loss_cls: 1.3537, decode.loss_mask: 0.8720, decode.loss_dice: 1.3198, decode.d0.loss_cls: 8.5764, decode.d0.loss_mask: 0.8360, decode.d0.loss_dice: 1.5514, decode.d1.loss_cls: 1.6486, decode.d1.loss_mask: 0.8741, decode.d1.loss_dice: 1.3830, decode.d2.loss_cls: 1.4356, decode.d2.loss_mask: 0.8689, decode.d2.loss_dice: 1.3314, decode.d3.loss_cls: 1.3778, decode.d3.loss_mask: 0.8587, decode.d3.loss_dice: 1.3080, decode.d4.loss_cls: 1.3518, decode.d4.loss_mask: 0.8731, decode.d4.loss_dice: 1.3115, decode.d5.loss_cls: 1.3475, decode.d5.loss_mask: 0.8653, decode.d5.loss_dice: 1.3163, decode.d6.loss_cls: 1.3407, decode.d6.loss_mask: 0.8675, decode.d6.loss_dice: 1.3015, decode.d7.loss_cls: 1.3375, decode.d7.loss_mask: 0.8665, decode.d7.loss_dice: 1.3148, decode.d8.loss_cls: 1.3450, decode.d8.loss_mask: 0.8670, decode.d8.loss_dice: 1.3133, loss: 43.2147 2022-04-26 02:13:31,875 - mmseg - INFO - Iter [5150/160000] lr: 1.390e-06, eta: 2 days, 0:08:59, time: 1.113, data_time: 0.016, memory: 64049, decode.loss_cls: 1.2979, decode.loss_mask: 0.8574, decode.loss_dice: 1.3235, decode.d0.loss_cls: 8.5508, decode.d0.loss_mask: 0.8348, decode.d0.loss_dice: 1.5599, decode.d1.loss_cls: 1.5960, decode.d1.loss_mask: 0.8670, decode.d1.loss_dice: 1.3952, decode.d2.loss_cls: 1.3895, decode.d2.loss_mask: 0.8510, decode.d2.loss_dice: 1.3402, decode.d3.loss_cls: 1.3139, decode.d3.loss_mask: 0.8517, decode.d3.loss_dice: 1.3226, decode.d4.loss_cls: 1.3029, decode.d4.loss_mask: 0.8478, decode.d4.loss_dice: 1.3280, decode.d5.loss_cls: 1.2936, decode.d5.loss_mask: 0.8455, decode.d5.loss_dice: 1.3172, decode.d6.loss_cls: 1.2894, decode.d6.loss_mask: 0.8573, decode.d6.loss_dice: 1.3114, decode.d7.loss_cls: 1.2786, decode.d7.loss_mask: 0.8510, decode.d7.loss_dice: 1.3262, decode.d8.loss_cls: 1.2803, decode.d8.loss_mask: 0.8515, decode.d8.loss_dice: 1.3268, loss: 42.6588 2022-04-26 02:14:27,660 - mmseg - INFO - Iter [5200/160000] lr: 1.389e-06, eta: 2 days, 0:07:57, time: 1.116, data_time: 0.015, memory: 64049, decode.loss_cls: 1.2799, decode.loss_mask: 0.8719, decode.loss_dice: 1.3575, decode.d0.loss_cls: 8.5174, decode.d0.loss_mask: 0.8483, decode.d0.loss_dice: 1.5899, decode.d1.loss_cls: 1.5966, decode.d1.loss_mask: 0.8764, decode.d1.loss_dice: 1.4369, decode.d2.loss_cls: 1.3883, decode.d2.loss_mask: 0.8632, decode.d2.loss_dice: 1.3757, decode.d3.loss_cls: 1.3119, decode.d3.loss_mask: 0.8644, decode.d3.loss_dice: 1.3538, decode.d4.loss_cls: 1.2876, decode.d4.loss_mask: 0.8662, decode.d4.loss_dice: 1.3613, decode.d5.loss_cls: 1.2835, decode.d5.loss_mask: 0.8627, decode.d5.loss_dice: 1.3597, decode.d6.loss_cls: 1.2819, decode.d6.loss_mask: 0.8707, decode.d6.loss_dice: 1.3511, decode.d7.loss_cls: 1.2712, decode.d7.loss_mask: 0.8700, decode.d7.loss_dice: 1.3522, decode.d8.loss_cls: 1.2754, decode.d8.loss_mask: 0.8764, decode.d8.loss_dice: 1.3543, loss: 43.0562 2022-04-26 02:15:23,581 - mmseg - INFO - Iter [5250/160000] lr: 1.389e-06, eta: 2 days, 0:06:58, time: 1.117, data_time: 0.015, memory: 64049, decode.loss_cls: 1.2923, decode.loss_mask: 0.9046, decode.loss_dice: 1.3022, decode.d0.loss_cls: 8.4942, decode.d0.loss_mask: 0.8763, decode.d0.loss_dice: 1.5253, decode.d1.loss_cls: 1.5582, decode.d1.loss_mask: 0.8984, decode.d1.loss_dice: 1.3677, decode.d2.loss_cls: 1.3519, decode.d2.loss_mask: 0.8928, decode.d2.loss_dice: 1.3166, decode.d3.loss_cls: 1.3037, decode.d3.loss_mask: 0.8960, decode.d3.loss_dice: 1.2958, decode.d4.loss_cls: 1.2916, decode.d4.loss_mask: 0.8920, decode.d4.loss_dice: 1.3024, decode.d5.loss_cls: 1.2755, decode.d5.loss_mask: 0.9027, decode.d5.loss_dice: 1.2993, decode.d6.loss_cls: 1.2816, decode.d6.loss_mask: 0.8937, decode.d6.loss_dice: 1.2956, decode.d7.loss_cls: 1.2775, decode.d7.loss_mask: 0.8996, decode.d7.loss_dice: 1.3064, decode.d8.loss_cls: 1.2718, decode.d8.loss_mask: 0.9076, decode.d8.loss_dice: 1.3003, loss: 42.6739 2022-04-26 02:16:19,410 - mmseg - INFO - Iter [5300/160000] lr: 1.388e-06, eta: 2 days, 0:06:00, time: 1.118, data_time: 0.017, memory: 64049, decode.loss_cls: 1.2920, decode.loss_mask: 0.8616, decode.loss_dice: 1.3315, decode.d0.loss_cls: 8.4629, decode.d0.loss_mask: 0.8319, decode.d0.loss_dice: 1.5495, decode.d1.loss_cls: 1.5804, decode.d1.loss_mask: 0.8703, decode.d1.loss_dice: 1.4036, decode.d2.loss_cls: 1.3535, decode.d2.loss_mask: 0.8686, decode.d2.loss_dice: 1.3507, decode.d3.loss_cls: 1.2959, decode.d3.loss_mask: 0.8641, decode.d3.loss_dice: 1.3292, decode.d4.loss_cls: 1.2796, decode.d4.loss_mask: 0.8643, decode.d4.loss_dice: 1.3369, decode.d5.loss_cls: 1.2698, decode.d5.loss_mask: 0.8577, decode.d5.loss_dice: 1.3233, decode.d6.loss_cls: 1.2779, decode.d6.loss_mask: 0.8582, decode.d6.loss_dice: 1.3177, decode.d7.loss_cls: 1.2804, decode.d7.loss_mask: 0.8550, decode.d7.loss_dice: 1.3256, decode.d8.loss_cls: 1.2798, decode.d8.loss_mask: 0.8608, decode.d8.loss_dice: 1.3281, loss: 42.5612 2022-04-26 02:17:15,710 - mmseg - INFO - Iter [5350/160000] lr: 1.388e-06, eta: 2 days, 0:05:14, time: 1.126, data_time: 0.016, memory: 64049, decode.loss_cls: 1.2425, decode.loss_mask: 0.8590, decode.loss_dice: 1.2761, decode.d0.loss_cls: 8.4100, decode.d0.loss_mask: 0.8288, decode.d0.loss_dice: 1.4951, decode.d1.loss_cls: 1.5186, decode.d1.loss_mask: 0.8615, decode.d1.loss_dice: 1.3445, decode.d2.loss_cls: 1.3151, decode.d2.loss_mask: 0.8537, decode.d2.loss_dice: 1.3028, decode.d3.loss_cls: 1.2634, decode.d3.loss_mask: 0.8472, decode.d3.loss_dice: 1.2750, decode.d4.loss_cls: 1.2350, decode.d4.loss_mask: 0.8532, decode.d4.loss_dice: 1.2767, decode.d5.loss_cls: 1.2384, decode.d5.loss_mask: 0.8539, decode.d5.loss_dice: 1.2712, decode.d6.loss_cls: 1.2292, decode.d6.loss_mask: 0.8555, decode.d6.loss_dice: 1.2630, decode.d7.loss_cls: 1.2330, decode.d7.loss_mask: 0.8560, decode.d7.loss_dice: 1.2753, decode.d8.loss_cls: 1.2377, decode.d8.loss_mask: 0.8534, decode.d8.loss_dice: 1.2705, loss: 41.4954 2022-04-26 02:18:12,041 - mmseg - INFO - Iter [5400/160000] lr: 1.387e-06, eta: 2 days, 0:04:28, time: 1.127, data_time: 0.016, memory: 64049, decode.loss_cls: 1.2801, decode.loss_mask: 0.8642, decode.loss_dice: 1.2960, decode.d0.loss_cls: 8.4021, decode.d0.loss_mask: 0.8321, decode.d0.loss_dice: 1.5159, decode.d1.loss_cls: 1.5684, decode.d1.loss_mask: 0.8697, decode.d1.loss_dice: 1.3717, decode.d2.loss_cls: 1.3641, decode.d2.loss_mask: 0.8588, decode.d2.loss_dice: 1.3171, decode.d3.loss_cls: 1.3047, decode.d3.loss_mask: 0.8591, decode.d3.loss_dice: 1.2911, decode.d4.loss_cls: 1.2964, decode.d4.loss_mask: 0.8580, decode.d4.loss_dice: 1.2992, decode.d5.loss_cls: 1.2774, decode.d5.loss_mask: 0.8559, decode.d5.loss_dice: 1.2983, decode.d6.loss_cls: 1.2782, decode.d6.loss_mask: 0.8559, decode.d6.loss_dice: 1.2921, decode.d7.loss_cls: 1.2732, decode.d7.loss_mask: 0.8579, decode.d7.loss_dice: 1.2907, decode.d8.loss_cls: 1.2753, decode.d8.loss_mask: 0.8645, decode.d8.loss_dice: 1.2931, loss: 42.1611 2022-04-26 02:19:07,909 - mmseg - INFO - Iter [5450/160000] lr: 1.387e-06, eta: 2 days, 0:03:29, time: 1.117, data_time: 0.017, memory: 64049, decode.loss_cls: 1.2513, decode.loss_mask: 0.8628, decode.loss_dice: 1.3155, decode.d0.loss_cls: 8.3746, decode.d0.loss_mask: 0.8404, decode.d0.loss_dice: 1.5306, decode.d1.loss_cls: 1.5386, decode.d1.loss_mask: 0.8715, decode.d1.loss_dice: 1.3865, decode.d2.loss_cls: 1.3447, decode.d2.loss_mask: 0.8562, decode.d2.loss_dice: 1.3337, decode.d3.loss_cls: 1.2718, decode.d3.loss_mask: 0.8559, decode.d3.loss_dice: 1.3162, decode.d4.loss_cls: 1.2534, decode.d4.loss_mask: 0.8583, decode.d4.loss_dice: 1.3191, decode.d5.loss_cls: 1.2428, decode.d5.loss_mask: 0.8591, decode.d5.loss_dice: 1.3208, decode.d6.loss_cls: 1.2593, decode.d6.loss_mask: 0.8633, decode.d6.loss_dice: 1.3062, decode.d7.loss_cls: 1.2547, decode.d7.loss_mask: 0.8606, decode.d7.loss_dice: 1.3150, decode.d8.loss_cls: 1.2320, decode.d8.loss_mask: 0.8648, decode.d8.loss_dice: 1.3133, loss: 42.0730 2022-04-26 02:20:03,029 - mmseg - INFO - Iter [5500/160000] lr: 1.386e-06, eta: 2 days, 0:02:09, time: 1.102, data_time: 0.018, memory: 64049, decode.loss_cls: 1.3213, decode.loss_mask: 0.8444, decode.loss_dice: 1.3115, decode.d0.loss_cls: 8.3637, decode.d0.loss_mask: 0.8299, decode.d0.loss_dice: 1.5538, decode.d1.loss_cls: 1.6171, decode.d1.loss_mask: 0.8656, decode.d1.loss_dice: 1.3994, decode.d2.loss_cls: 1.4000, decode.d2.loss_mask: 0.8517, decode.d2.loss_dice: 1.3394, decode.d3.loss_cls: 1.3360, decode.d3.loss_mask: 0.8466, decode.d3.loss_dice: 1.3103, decode.d4.loss_cls: 1.3181, decode.d4.loss_mask: 0.8504, decode.d4.loss_dice: 1.3187, decode.d5.loss_cls: 1.3025, decode.d5.loss_mask: 0.8440, decode.d5.loss_dice: 1.3128, decode.d6.loss_cls: 1.3193, decode.d6.loss_mask: 0.8449, decode.d6.loss_dice: 1.3165, decode.d7.loss_cls: 1.3148, decode.d7.loss_mask: 0.8377, decode.d7.loss_dice: 1.3188, decode.d8.loss_cls: 1.3180, decode.d8.loss_mask: 0.8415, decode.d8.loss_dice: 1.3147, loss: 42.5635 2022-04-26 02:20:58,032 - mmseg - INFO - Iter [5550/160000] lr: 1.386e-06, eta: 2 days, 0:00:46, time: 1.100, data_time: 0.016, memory: 64049, decode.loss_cls: 1.2773, decode.loss_mask: 0.8373, decode.loss_dice: 1.2950, decode.d0.loss_cls: 8.3451, decode.d0.loss_mask: 0.8143, decode.d0.loss_dice: 1.5209, decode.d1.loss_cls: 1.5621, decode.d1.loss_mask: 0.8415, decode.d1.loss_dice: 1.3646, decode.d2.loss_cls: 1.3494, decode.d2.loss_mask: 0.8204, decode.d2.loss_dice: 1.3116, decode.d3.loss_cls: 1.2967, decode.d3.loss_mask: 0.8211, decode.d3.loss_dice: 1.2938, decode.d4.loss_cls: 1.2843, decode.d4.loss_mask: 0.8324, decode.d4.loss_dice: 1.3029, decode.d5.loss_cls: 1.2616, decode.d5.loss_mask: 0.8331, decode.d5.loss_dice: 1.2976, decode.d6.loss_cls: 1.2761, decode.d6.loss_mask: 0.8311, decode.d6.loss_dice: 1.2878, decode.d7.loss_cls: 1.2666, decode.d7.loss_mask: 0.8299, decode.d7.loss_dice: 1.2989, decode.d8.loss_cls: 1.2733, decode.d8.loss_mask: 0.8323, decode.d8.loss_dice: 1.2936, loss: 41.7527 2022-04-26 02:21:53,170 - mmseg - INFO - Iter [5600/160000] lr: 1.386e-06, eta: 1 day, 23:59:28, time: 1.103, data_time: 0.016, memory: 64049, decode.loss_cls: 1.2603, decode.loss_mask: 0.8662, decode.loss_dice: 1.2775, decode.d0.loss_cls: 8.2811, decode.d0.loss_mask: 0.8428, decode.d0.loss_dice: 1.4934, decode.d1.loss_cls: 1.5214, decode.d1.loss_mask: 0.8789, decode.d1.loss_dice: 1.3439, decode.d2.loss_cls: 1.3088, decode.d2.loss_mask: 0.8683, decode.d2.loss_dice: 1.2959, decode.d3.loss_cls: 1.2655, decode.d3.loss_mask: 0.8593, decode.d3.loss_dice: 1.2684, decode.d4.loss_cls: 1.2474, decode.d4.loss_mask: 0.8598, decode.d4.loss_dice: 1.2795, decode.d5.loss_cls: 1.2358, decode.d5.loss_mask: 0.8600, decode.d5.loss_dice: 1.2829, decode.d6.loss_cls: 1.2416, decode.d6.loss_mask: 0.8581, decode.d6.loss_dice: 1.2745, decode.d7.loss_cls: 1.2437, decode.d7.loss_mask: 0.8631, decode.d7.loss_dice: 1.2791, decode.d8.loss_cls: 1.2434, decode.d8.loss_mask: 0.8642, decode.d8.loss_dice: 1.2753, loss: 41.5401 2022-04-26 02:22:48,370 - mmseg - INFO - Iter [5650/160000] lr: 1.385e-06, eta: 1 day, 23:58:12, time: 1.104, data_time: 0.016, memory: 64049, decode.loss_cls: 1.2583, decode.loss_mask: 0.8805, decode.loss_dice: 1.3217, decode.d0.loss_cls: 8.2721, decode.d0.loss_mask: 0.8492, decode.d0.loss_dice: 1.5174, decode.d1.loss_cls: 1.5321, decode.d1.loss_mask: 0.8862, decode.d1.loss_dice: 1.3838, decode.d2.loss_cls: 1.3388, decode.d2.loss_mask: 0.8725, decode.d2.loss_dice: 1.3308, decode.d3.loss_cls: 1.2846, decode.d3.loss_mask: 0.8761, decode.d3.loss_dice: 1.3121, decode.d4.loss_cls: 1.2744, decode.d4.loss_mask: 0.8713, decode.d4.loss_dice: 1.3134, decode.d5.loss_cls: 1.2560, decode.d5.loss_mask: 0.8808, decode.d5.loss_dice: 1.3149, decode.d6.loss_cls: 1.2560, decode.d6.loss_mask: 0.8785, decode.d6.loss_dice: 1.3033, decode.d7.loss_cls: 1.2359, decode.d7.loss_mask: 0.8816, decode.d7.loss_dice: 1.3157, decode.d8.loss_cls: 1.2602, decode.d8.loss_mask: 0.8766, decode.d8.loss_dice: 1.3115, loss: 42.1464 2022-04-26 02:23:43,672 - mmseg - INFO - Iter [5700/160000] lr: 1.385e-06, eta: 1 day, 23:56:58, time: 1.106, data_time: 0.015, memory: 64049, decode.loss_cls: 1.2647, decode.loss_mask: 0.8309, decode.loss_dice: 1.2861, decode.d0.loss_cls: 8.2387, decode.d0.loss_mask: 0.8215, decode.d0.loss_dice: 1.5027, decode.d1.loss_cls: 1.5334, decode.d1.loss_mask: 0.8420, decode.d1.loss_dice: 1.3513, decode.d2.loss_cls: 1.3235, decode.d2.loss_mask: 0.8371, decode.d2.loss_dice: 1.3020, decode.d3.loss_cls: 1.2846, decode.d3.loss_mask: 0.8277, decode.d3.loss_dice: 1.2780, decode.d4.loss_cls: 1.2730, decode.d4.loss_mask: 0.8322, decode.d4.loss_dice: 1.2797, decode.d5.loss_cls: 1.2667, decode.d5.loss_mask: 0.8284, decode.d5.loss_dice: 1.2786, decode.d6.loss_cls: 1.2661, decode.d6.loss_mask: 0.8259, decode.d6.loss_dice: 1.2694, decode.d7.loss_cls: 1.2559, decode.d7.loss_mask: 0.8348, decode.d7.loss_dice: 1.2802, decode.d8.loss_cls: 1.2523, decode.d8.loss_mask: 0.8282, decode.d8.loss_dice: 1.2849, loss: 41.3805 2022-04-26 02:24:39,823 - mmseg - INFO - Iter [5750/160000] lr: 1.384e-06, eta: 1 day, 23:56:08, time: 1.123, data_time: 0.017, memory: 64049, decode.loss_cls: 1.2489, decode.loss_mask: 0.8656, decode.loss_dice: 1.2902, decode.d0.loss_cls: 8.2184, decode.d0.loss_mask: 0.8377, decode.d0.loss_dice: 1.5005, decode.d1.loss_cls: 1.5057, decode.d1.loss_mask: 0.8805, decode.d1.loss_dice: 1.3585, decode.d2.loss_cls: 1.2998, decode.d2.loss_mask: 0.8665, decode.d2.loss_dice: 1.3070, decode.d3.loss_cls: 1.2525, decode.d3.loss_mask: 0.8679, decode.d3.loss_dice: 1.2891, decode.d4.loss_cls: 1.2375, decode.d4.loss_mask: 0.8632, decode.d4.loss_dice: 1.2886, decode.d5.loss_cls: 1.2350, decode.d5.loss_mask: 0.8601, decode.d5.loss_dice: 1.2883, decode.d6.loss_cls: 1.2443, decode.d6.loss_mask: 0.8636, decode.d6.loss_dice: 1.2832, decode.d7.loss_cls: 1.2403, decode.d7.loss_mask: 0.8635, decode.d7.loss_dice: 1.2847, decode.d8.loss_cls: 1.2451, decode.d8.loss_mask: 0.8654, decode.d8.loss_dice: 1.2831, loss: 41.5346 2022-04-26 02:25:35,173 - mmseg - INFO - Iter [5800/160000] lr: 1.384e-06, eta: 1 day, 23:54:56, time: 1.107, data_time: 0.017, memory: 64049, decode.loss_cls: 1.2643, decode.loss_mask: 0.8570, decode.loss_dice: 1.3028, decode.d0.loss_cls: 8.2032, decode.d0.loss_mask: 0.8280, decode.d0.loss_dice: 1.5095, decode.d1.loss_cls: 1.5223, decode.d1.loss_mask: 0.8656, decode.d1.loss_dice: 1.3653, decode.d2.loss_cls: 1.3395, decode.d2.loss_mask: 0.8553, decode.d2.loss_dice: 1.3140, decode.d3.loss_cls: 1.2975, decode.d3.loss_mask: 0.8457, decode.d3.loss_dice: 1.3002, decode.d4.loss_cls: 1.2817, decode.d4.loss_mask: 0.8509, decode.d4.loss_dice: 1.3010, decode.d5.loss_cls: 1.2734, decode.d5.loss_mask: 0.8507, decode.d5.loss_dice: 1.2987, decode.d6.loss_cls: 1.2641, decode.d6.loss_mask: 0.8491, decode.d6.loss_dice: 1.2945, decode.d7.loss_cls: 1.2553, decode.d7.loss_mask: 0.8516, decode.d7.loss_dice: 1.2988, decode.d8.loss_cls: 1.2501, decode.d8.loss_mask: 0.8574, decode.d8.loss_dice: 1.3027, loss: 41.7501 2022-04-26 02:26:30,303 - mmseg - INFO - Iter [5850/160000] lr: 1.383e-06, eta: 1 day, 23:53:39, time: 1.103, data_time: 0.017, memory: 64049, decode.loss_cls: 1.2302, decode.loss_mask: 0.8189, decode.loss_dice: 1.2770, decode.d0.loss_cls: 8.1439, decode.d0.loss_mask: 0.8002, decode.d0.loss_dice: 1.4979, decode.d1.loss_cls: 1.5066, decode.d1.loss_mask: 0.8386, decode.d1.loss_dice: 1.3553, decode.d2.loss_cls: 1.3026, decode.d2.loss_mask: 0.8227, decode.d2.loss_dice: 1.3010, decode.d3.loss_cls: 1.2561, decode.d3.loss_mask: 0.8191, decode.d3.loss_dice: 1.2802, decode.d4.loss_cls: 1.2299, decode.d4.loss_mask: 0.8252, decode.d4.loss_dice: 1.2809, decode.d5.loss_cls: 1.2276, decode.d5.loss_mask: 0.8191, decode.d5.loss_dice: 1.2835, decode.d6.loss_cls: 1.2345, decode.d6.loss_mask: 0.8145, decode.d6.loss_dice: 1.2640, decode.d7.loss_cls: 1.2223, decode.d7.loss_mask: 0.8211, decode.d7.loss_dice: 1.2785, decode.d8.loss_cls: 1.2284, decode.d8.loss_mask: 0.8142, decode.d8.loss_dice: 1.2764, loss: 40.8707 2022-04-26 02:27:25,803 - mmseg - INFO - Iter [5900/160000] lr: 1.383e-06, eta: 1 day, 23:52:32, time: 1.110, data_time: 0.016, memory: 64049, decode.loss_cls: 1.2004, decode.loss_mask: 0.8771, decode.loss_dice: 1.2822, decode.d0.loss_cls: 8.1555, decode.d0.loss_mask: 0.8437, decode.d0.loss_dice: 1.4991, decode.d1.loss_cls: 1.4752, decode.d1.loss_mask: 0.8906, decode.d1.loss_dice: 1.3664, decode.d2.loss_cls: 1.2740, decode.d2.loss_mask: 0.8830, decode.d2.loss_dice: 1.3136, decode.d3.loss_cls: 1.2246, decode.d3.loss_mask: 0.8788, decode.d3.loss_dice: 1.2896, decode.d4.loss_cls: 1.2120, decode.d4.loss_mask: 0.8792, decode.d4.loss_dice: 1.2944, decode.d5.loss_cls: 1.1952, decode.d5.loss_mask: 0.8764, decode.d5.loss_dice: 1.2851, decode.d6.loss_cls: 1.1900, decode.d6.loss_mask: 0.8821, decode.d6.loss_dice: 1.2828, decode.d7.loss_cls: 1.1962, decode.d7.loss_mask: 0.8791, decode.d7.loss_dice: 1.2820, decode.d8.loss_cls: 1.1984, decode.d8.loss_mask: 0.8772, decode.d8.loss_dice: 1.2829, loss: 41.2672 2022-04-26 02:28:20,889 - mmseg - INFO - Iter [5950/160000] lr: 1.382e-06, eta: 1 day, 23:51:15, time: 1.102, data_time: 0.017, memory: 64049, decode.loss_cls: 1.2214, decode.loss_mask: 0.8642, decode.loss_dice: 1.3033, decode.d0.loss_cls: 8.0945, decode.d0.loss_mask: 0.8314, decode.d0.loss_dice: 1.5202, decode.d1.loss_cls: 1.4741, decode.d1.loss_mask: 0.8705, decode.d1.loss_dice: 1.3791, decode.d2.loss_cls: 1.2901, decode.d2.loss_mask: 0.8550, decode.d2.loss_dice: 1.3226, decode.d3.loss_cls: 1.2419, decode.d3.loss_mask: 0.8521, decode.d3.loss_dice: 1.3051, decode.d4.loss_cls: 1.2291, decode.d4.loss_mask: 0.8546, decode.d4.loss_dice: 1.3152, decode.d5.loss_cls: 1.2187, decode.d5.loss_mask: 0.8612, decode.d5.loss_dice: 1.3092, decode.d6.loss_cls: 1.2183, decode.d6.loss_mask: 0.8619, decode.d6.loss_dice: 1.3009, decode.d7.loss_cls: 1.2034, decode.d7.loss_mask: 0.8665, decode.d7.loss_dice: 1.3069, decode.d8.loss_cls: 1.2140, decode.d8.loss_mask: 0.8630, decode.d8.loss_dice: 1.3023, loss: 41.3506 2022-04-26 02:29:16,731 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 02:29:16,734 - mmseg - INFO - Iter [6000/160000] lr: 1.382e-06, eta: 1 day, 23:50:17, time: 1.117, data_time: 0.016, memory: 64049, decode.loss_cls: 1.2296, decode.loss_mask: 0.8848, decode.loss_dice: 1.2902, decode.d0.loss_cls: 8.0717, decode.d0.loss_mask: 0.8652, decode.d0.loss_dice: 1.4989, decode.d1.loss_cls: 1.4572, decode.d1.loss_mask: 0.8911, decode.d1.loss_dice: 1.3535, decode.d2.loss_cls: 1.2780, decode.d2.loss_mask: 0.8813, decode.d2.loss_dice: 1.3085, decode.d3.loss_cls: 1.2334, decode.d3.loss_mask: 0.8818, decode.d3.loss_dice: 1.2842, decode.d4.loss_cls: 1.2161, decode.d4.loss_mask: 0.8780, decode.d4.loss_dice: 1.2894, decode.d5.loss_cls: 1.2117, decode.d5.loss_mask: 0.8817, decode.d5.loss_dice: 1.2848, decode.d6.loss_cls: 1.2212, decode.d6.loss_mask: 0.8795, decode.d6.loss_dice: 1.2769, decode.d7.loss_cls: 1.2117, decode.d7.loss_mask: 0.8834, decode.d7.loss_dice: 1.2893, decode.d8.loss_cls: 1.2065, decode.d8.loss_mask: 0.8882, decode.d8.loss_dice: 1.2859, loss: 41.3138 2022-04-26 02:30:12,228 - mmseg - INFO - Iter [6050/160000] lr: 1.382e-06, eta: 1 day, 23:49:10, time: 1.110, data_time: 0.015, memory: 64049, decode.loss_cls: 1.2048, decode.loss_mask: 0.8351, decode.loss_dice: 1.2963, decode.d0.loss_cls: 8.0415, decode.d0.loss_mask: 0.8156, decode.d0.loss_dice: 1.5127, decode.d1.loss_cls: 1.4913, decode.d1.loss_mask: 0.8515, decode.d1.loss_dice: 1.3739, decode.d2.loss_cls: 1.2745, decode.d2.loss_mask: 0.8365, decode.d2.loss_dice: 1.3265, decode.d3.loss_cls: 1.2228, decode.d3.loss_mask: 0.8346, decode.d3.loss_dice: 1.2968, decode.d4.loss_cls: 1.1975, decode.d4.loss_mask: 0.8405, decode.d4.loss_dice: 1.3025, decode.d5.loss_cls: 1.2039, decode.d5.loss_mask: 0.8429, decode.d5.loss_dice: 1.2966, decode.d6.loss_cls: 1.1993, decode.d6.loss_mask: 0.8396, decode.d6.loss_dice: 1.2876, decode.d7.loss_cls: 1.2023, decode.d7.loss_mask: 0.8401, decode.d7.loss_dice: 1.2950, decode.d8.loss_cls: 1.2025, decode.d8.loss_mask: 0.8319, decode.d8.loss_dice: 1.2911, loss: 40.8875 2022-04-26 02:31:08,267 - mmseg - INFO - Iter [6100/160000] lr: 1.381e-06, eta: 1 day, 23:48:18, time: 1.121, data_time: 0.017, memory: 64049, decode.loss_cls: 1.2463, decode.loss_mask: 0.8698, decode.loss_dice: 1.3187, decode.d0.loss_cls: 8.0270, decode.d0.loss_mask: 0.8485, decode.d0.loss_dice: 1.5171, decode.d1.loss_cls: 1.4809, decode.d1.loss_mask: 0.8848, decode.d1.loss_dice: 1.3773, decode.d2.loss_cls: 1.3074, decode.d2.loss_mask: 0.8695, decode.d2.loss_dice: 1.3258, decode.d3.loss_cls: 1.2687, decode.d3.loss_mask: 0.8708, decode.d3.loss_dice: 1.3034, decode.d4.loss_cls: 1.2540, decode.d4.loss_mask: 0.8659, decode.d4.loss_dice: 1.3088, decode.d5.loss_cls: 1.2415, decode.d5.loss_mask: 0.8692, decode.d5.loss_dice: 1.3061, decode.d6.loss_cls: 1.2396, decode.d6.loss_mask: 0.8647, decode.d6.loss_dice: 1.3009, decode.d7.loss_cls: 1.2335, decode.d7.loss_mask: 0.8634, decode.d7.loss_dice: 1.3123, decode.d8.loss_cls: 1.2382, decode.d8.loss_mask: 0.8680, decode.d8.loss_dice: 1.3144, loss: 41.5964 2022-04-26 02:32:03,882 - mmseg - INFO - Iter [6150/160000] lr: 1.381e-06, eta: 1 day, 23:47:14, time: 1.112, data_time: 0.015, memory: 64049, decode.loss_cls: 1.2160, decode.loss_mask: 0.8321, decode.loss_dice: 1.2683, decode.d0.loss_cls: 7.9869, decode.d0.loss_mask: 0.8027, decode.d0.loss_dice: 1.4829, decode.d1.loss_cls: 1.4635, decode.d1.loss_mask: 0.8336, decode.d1.loss_dice: 1.3427, decode.d2.loss_cls: 1.2742, decode.d2.loss_mask: 0.8343, decode.d2.loss_dice: 1.2916, decode.d3.loss_cls: 1.2351, decode.d3.loss_mask: 0.8309, decode.d3.loss_dice: 1.2704, decode.d4.loss_cls: 1.2222, decode.d4.loss_mask: 0.8250, decode.d4.loss_dice: 1.2729, decode.d5.loss_cls: 1.2113, decode.d5.loss_mask: 0.8255, decode.d5.loss_dice: 1.2751, decode.d6.loss_cls: 1.2165, decode.d6.loss_mask: 0.8254, decode.d6.loss_dice: 1.2555, decode.d7.loss_cls: 1.2107, decode.d7.loss_mask: 0.8273, decode.d7.loss_dice: 1.2611, decode.d8.loss_cls: 1.2143, decode.d8.loss_mask: 0.8296, decode.d8.loss_dice: 1.2645, loss: 40.5021 2022-04-26 02:32:59,358 - mmseg - INFO - Iter [6200/160000] lr: 1.380e-06, eta: 1 day, 23:46:08, time: 1.110, data_time: 0.017, memory: 64049, decode.loss_cls: 1.2139, decode.loss_mask: 0.8682, decode.loss_dice: 1.2780, decode.d0.loss_cls: 7.9361, decode.d0.loss_mask: 0.8446, decode.d0.loss_dice: 1.4707, decode.d1.loss_cls: 1.4538, decode.d1.loss_mask: 0.8802, decode.d1.loss_dice: 1.3363, decode.d2.loss_cls: 1.2810, decode.d2.loss_mask: 0.8594, decode.d2.loss_dice: 1.2803, decode.d3.loss_cls: 1.2344, decode.d3.loss_mask: 0.8573, decode.d3.loss_dice: 1.2653, decode.d4.loss_cls: 1.2182, decode.d4.loss_mask: 0.8615, decode.d4.loss_dice: 1.2703, decode.d5.loss_cls: 1.2043, decode.d5.loss_mask: 0.8639, decode.d5.loss_dice: 1.2735, decode.d6.loss_cls: 1.2052, decode.d6.loss_mask: 0.8631, decode.d6.loss_dice: 1.2582, decode.d7.loss_cls: 1.2020, decode.d7.loss_mask: 0.8630, decode.d7.loss_dice: 1.2669, decode.d8.loss_cls: 1.2121, decode.d8.loss_mask: 0.8660, decode.d8.loss_dice: 1.2684, loss: 40.7562 2022-04-26 02:33:55,102 - mmseg - INFO - Iter [6250/160000] lr: 1.380e-06, eta: 1 day, 23:45:08, time: 1.115, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1972, decode.loss_mask: 0.8422, decode.loss_dice: 1.2653, decode.d0.loss_cls: 7.9387, decode.d0.loss_mask: 0.8247, decode.d0.loss_dice: 1.4910, decode.d1.loss_cls: 1.4392, decode.d1.loss_mask: 0.8543, decode.d1.loss_dice: 1.3644, decode.d2.loss_cls: 1.2581, decode.d2.loss_mask: 0.8398, decode.d2.loss_dice: 1.2976, decode.d3.loss_cls: 1.2195, decode.d3.loss_mask: 0.8360, decode.d3.loss_dice: 1.2752, decode.d4.loss_cls: 1.2024, decode.d4.loss_mask: 0.8418, decode.d4.loss_dice: 1.2806, decode.d5.loss_cls: 1.1998, decode.d5.loss_mask: 0.8402, decode.d5.loss_dice: 1.2715, decode.d6.loss_cls: 1.1957, decode.d6.loss_mask: 0.8445, decode.d6.loss_dice: 1.2606, decode.d7.loss_cls: 1.1971, decode.d7.loss_mask: 0.8459, decode.d7.loss_dice: 1.2751, decode.d8.loss_cls: 1.1947, decode.d8.loss_mask: 0.8399, decode.d8.loss_dice: 1.2731, loss: 40.5062 2022-04-26 02:34:51,070 - mmseg - INFO - Iter [6300/160000] lr: 1.379e-06, eta: 1 day, 23:44:13, time: 1.119, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1477, decode.loss_mask: 0.8245, decode.loss_dice: 1.2484, decode.d0.loss_cls: 7.8807, decode.d0.loss_mask: 0.7990, decode.d0.loss_dice: 1.4495, decode.d1.loss_cls: 1.3784, decode.d1.loss_mask: 0.8410, decode.d1.loss_dice: 1.3248, decode.d2.loss_cls: 1.2183, decode.d2.loss_mask: 0.8187, decode.d2.loss_dice: 1.2693, decode.d3.loss_cls: 1.1859, decode.d3.loss_mask: 0.8141, decode.d3.loss_dice: 1.2478, decode.d4.loss_cls: 1.1651, decode.d4.loss_mask: 0.8205, decode.d4.loss_dice: 1.2604, decode.d5.loss_cls: 1.1582, decode.d5.loss_mask: 0.8156, decode.d5.loss_dice: 1.2561, decode.d6.loss_cls: 1.1593, decode.d6.loss_mask: 0.8174, decode.d6.loss_dice: 1.2429, decode.d7.loss_cls: 1.1463, decode.d7.loss_mask: 0.8237, decode.d7.loss_dice: 1.2547, decode.d8.loss_cls: 1.1465, decode.d8.loss_mask: 0.8196, decode.d8.loss_dice: 1.2510, loss: 39.5855 2022-04-26 02:35:49,068 - mmseg - INFO - Iter [6350/160000] lr: 1.379e-06, eta: 1 day, 23:44:08, time: 1.160, data_time: 0.068, memory: 64049, decode.loss_cls: 1.2149, decode.loss_mask: 0.8424, decode.loss_dice: 1.2937, decode.d0.loss_cls: 7.8919, decode.d0.loss_mask: 0.8336, decode.d0.loss_dice: 1.5197, decode.d1.loss_cls: 1.4532, decode.d1.loss_mask: 0.8628, decode.d1.loss_dice: 1.3791, decode.d2.loss_cls: 1.2561, decode.d2.loss_mask: 0.8418, decode.d2.loss_dice: 1.3254, decode.d3.loss_cls: 1.2273, decode.d3.loss_mask: 0.8374, decode.d3.loss_dice: 1.2956, decode.d4.loss_cls: 1.2065, decode.d4.loss_mask: 0.8362, decode.d4.loss_dice: 1.3009, decode.d5.loss_cls: 1.2079, decode.d5.loss_mask: 0.8366, decode.d5.loss_dice: 1.2979, decode.d6.loss_cls: 1.2120, decode.d6.loss_mask: 0.8403, decode.d6.loss_dice: 1.2874, decode.d7.loss_cls: 1.2020, decode.d7.loss_mask: 0.8403, decode.d7.loss_dice: 1.2936, decode.d8.loss_cls: 1.2003, decode.d8.loss_mask: 0.8401, decode.d8.loss_dice: 1.2905, loss: 40.7673 2022-04-26 02:36:44,818 - mmseg - INFO - Iter [6400/160000] lr: 1.378e-06, eta: 1 day, 23:43:08, time: 1.115, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1555, decode.loss_mask: 0.7969, decode.loss_dice: 1.2395, decode.d0.loss_cls: 7.8421, decode.d0.loss_mask: 0.7831, decode.d0.loss_dice: 1.4540, decode.d1.loss_cls: 1.4034, decode.d1.loss_mask: 0.8030, decode.d1.loss_dice: 1.3144, decode.d2.loss_cls: 1.2309, decode.d2.loss_mask: 0.7942, decode.d2.loss_dice: 1.2657, decode.d3.loss_cls: 1.1890, decode.d3.loss_mask: 0.7919, decode.d3.loss_dice: 1.2322, decode.d4.loss_cls: 1.1722, decode.d4.loss_mask: 0.7964, decode.d4.loss_dice: 1.2476, decode.d5.loss_cls: 1.1554, decode.d5.loss_mask: 0.7953, decode.d5.loss_dice: 1.2412, decode.d6.loss_cls: 1.1442, decode.d6.loss_mask: 0.7904, decode.d6.loss_dice: 1.2298, decode.d7.loss_cls: 1.1471, decode.d7.loss_mask: 0.7934, decode.d7.loss_dice: 1.2349, decode.d8.loss_cls: 1.1502, decode.d8.loss_mask: 0.7946, decode.d8.loss_dice: 1.2398, loss: 39.2285 2022-04-26 02:37:39,920 - mmseg - INFO - Iter [6450/160000] lr: 1.378e-06, eta: 1 day, 23:41:53, time: 1.102, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1627, decode.loss_mask: 0.7981, decode.loss_dice: 1.2606, decode.d0.loss_cls: 7.7906, decode.d0.loss_mask: 0.7885, decode.d0.loss_dice: 1.4626, decode.d1.loss_cls: 1.4042, decode.d1.loss_mask: 0.8165, decode.d1.loss_dice: 1.3379, decode.d2.loss_cls: 1.2194, decode.d2.loss_mask: 0.8023, decode.d2.loss_dice: 1.2929, decode.d3.loss_cls: 1.1779, decode.d3.loss_mask: 0.8009, decode.d3.loss_dice: 1.2581, decode.d4.loss_cls: 1.1636, decode.d4.loss_mask: 0.8094, decode.d4.loss_dice: 1.2702, decode.d5.loss_cls: 1.1573, decode.d5.loss_mask: 0.8058, decode.d5.loss_dice: 1.2715, decode.d6.loss_cls: 1.1498, decode.d6.loss_mask: 0.8036, decode.d6.loss_dice: 1.2565, decode.d7.loss_cls: 1.1381, decode.d7.loss_mask: 0.8044, decode.d7.loss_dice: 1.2660, decode.d8.loss_cls: 1.1496, decode.d8.loss_mask: 0.8034, decode.d8.loss_dice: 1.2628, loss: 39.4851 2022-04-26 02:38:35,477 - mmseg - INFO - Iter [6500/160000] lr: 1.377e-06, eta: 1 day, 23:40:48, time: 1.111, data_time: 0.015, memory: 64049, decode.loss_cls: 1.1303, decode.loss_mask: 0.8690, decode.loss_dice: 1.2493, decode.d0.loss_cls: 7.7654, decode.d0.loss_mask: 0.8393, decode.d0.loss_dice: 1.4423, decode.d1.loss_cls: 1.3402, decode.d1.loss_mask: 0.8761, decode.d1.loss_dice: 1.3257, decode.d2.loss_cls: 1.1766, decode.d2.loss_mask: 0.8662, decode.d2.loss_dice: 1.2717, decode.d3.loss_cls: 1.1468, decode.d3.loss_mask: 0.8678, decode.d3.loss_dice: 1.2498, decode.d4.loss_cls: 1.1406, decode.d4.loss_mask: 0.8625, decode.d4.loss_dice: 1.2583, decode.d5.loss_cls: 1.1360, decode.d5.loss_mask: 0.8599, decode.d5.loss_dice: 1.2543, decode.d6.loss_cls: 1.1288, decode.d6.loss_mask: 0.8619, decode.d6.loss_dice: 1.2513, decode.d7.loss_cls: 1.1223, decode.d7.loss_mask: 0.8661, decode.d7.loss_dice: 1.2477, decode.d8.loss_cls: 1.1233, decode.d8.loss_mask: 0.8670, decode.d8.loss_dice: 1.2508, loss: 39.6472 2022-04-26 02:39:30,859 - mmseg - INFO - Iter [6550/160000] lr: 1.377e-06, eta: 1 day, 23:39:39, time: 1.106, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1775, decode.loss_mask: 0.8373, decode.loss_dice: 1.2632, decode.d0.loss_cls: 7.7675, decode.d0.loss_mask: 0.8218, decode.d0.loss_dice: 1.4456, decode.d1.loss_cls: 1.3926, decode.d1.loss_mask: 0.8530, decode.d1.loss_dice: 1.3315, decode.d2.loss_cls: 1.2282, decode.d2.loss_mask: 0.8482, decode.d2.loss_dice: 1.2864, decode.d3.loss_cls: 1.1889, decode.d3.loss_mask: 0.8460, decode.d3.loss_dice: 1.2543, decode.d4.loss_cls: 1.1795, decode.d4.loss_mask: 0.8437, decode.d4.loss_dice: 1.2599, decode.d5.loss_cls: 1.1720, decode.d5.loss_mask: 0.8432, decode.d5.loss_dice: 1.2581, decode.d6.loss_cls: 1.1813, decode.d6.loss_mask: 0.8465, decode.d6.loss_dice: 1.2592, decode.d7.loss_cls: 1.1668, decode.d7.loss_mask: 0.8469, decode.d7.loss_dice: 1.2677, decode.d8.loss_cls: 1.1679, decode.d8.loss_mask: 0.8410, decode.d8.loss_dice: 1.2594, loss: 39.9352 2022-04-26 02:40:26,207 - mmseg - INFO - Iter [6600/160000] lr: 1.377e-06, eta: 1 day, 23:38:31, time: 1.108, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1214, decode.loss_mask: 0.8480, decode.loss_dice: 1.2278, decode.d0.loss_cls: 7.7205, decode.d0.loss_mask: 0.8291, decode.d0.loss_dice: 1.4324, decode.d1.loss_cls: 1.3617, decode.d1.loss_mask: 0.8673, decode.d1.loss_dice: 1.3059, decode.d2.loss_cls: 1.1899, decode.d2.loss_mask: 0.8436, decode.d2.loss_dice: 1.2622, decode.d3.loss_cls: 1.1288, decode.d3.loss_mask: 0.8471, decode.d3.loss_dice: 1.2371, decode.d4.loss_cls: 1.1217, decode.d4.loss_mask: 0.8463, decode.d4.loss_dice: 1.2370, decode.d5.loss_cls: 1.1255, decode.d5.loss_mask: 0.8487, decode.d5.loss_dice: 1.2307, decode.d6.loss_cls: 1.1225, decode.d6.loss_mask: 0.8474, decode.d6.loss_dice: 1.2274, decode.d7.loss_cls: 1.1161, decode.d7.loss_mask: 0.8454, decode.d7.loss_dice: 1.2337, decode.d8.loss_cls: 1.1045, decode.d8.loss_mask: 0.8476, decode.d8.loss_dice: 1.2358, loss: 39.2130 2022-04-26 02:41:22,059 - mmseg - INFO - Iter [6650/160000] lr: 1.376e-06, eta: 1 day, 23:37:34, time: 1.117, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1475, decode.loss_mask: 0.7995, decode.loss_dice: 1.2434, decode.d0.loss_cls: 7.7138, decode.d0.loss_mask: 0.7913, decode.d0.loss_dice: 1.4612, decode.d1.loss_cls: 1.4126, decode.d1.loss_mask: 0.8151, decode.d1.loss_dice: 1.3276, decode.d2.loss_cls: 1.2203, decode.d2.loss_mask: 0.7976, decode.d2.loss_dice: 1.2664, decode.d3.loss_cls: 1.1789, decode.d3.loss_mask: 0.7956, decode.d3.loss_dice: 1.2421, decode.d4.loss_cls: 1.1575, decode.d4.loss_mask: 0.7992, decode.d4.loss_dice: 1.2499, decode.d5.loss_cls: 1.1520, decode.d5.loss_mask: 0.7992, decode.d5.loss_dice: 1.2482, decode.d6.loss_cls: 1.1427, decode.d6.loss_mask: 0.8073, decode.d6.loss_dice: 1.2465, decode.d7.loss_cls: 1.1409, decode.d7.loss_mask: 0.8038, decode.d7.loss_dice: 1.2507, decode.d8.loss_cls: 1.1521, decode.d8.loss_mask: 0.7997, decode.d8.loss_dice: 1.2454, loss: 39.2078 2022-04-26 02:42:17,508 - mmseg - INFO - Iter [6700/160000] lr: 1.376e-06, eta: 1 day, 23:36:28, time: 1.109, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1407, decode.loss_mask: 0.8506, decode.loss_dice: 1.2547, decode.d0.loss_cls: 7.6634, decode.d0.loss_mask: 0.8390, decode.d0.loss_dice: 1.4672, decode.d1.loss_cls: 1.3546, decode.d1.loss_mask: 0.8649, decode.d1.loss_dice: 1.3316, decode.d2.loss_cls: 1.2035, decode.d2.loss_mask: 0.8549, decode.d2.loss_dice: 1.2845, decode.d3.loss_cls: 1.1696, decode.d3.loss_mask: 0.8536, decode.d3.loss_dice: 1.2560, decode.d4.loss_cls: 1.1529, decode.d4.loss_mask: 0.8567, decode.d4.loss_dice: 1.2629, decode.d5.loss_cls: 1.1509, decode.d5.loss_mask: 0.8529, decode.d5.loss_dice: 1.2582, decode.d6.loss_cls: 1.1350, decode.d6.loss_mask: 0.8550, decode.d6.loss_dice: 1.2548, decode.d7.loss_cls: 1.1375, decode.d7.loss_mask: 0.8483, decode.d7.loss_dice: 1.2626, decode.d8.loss_cls: 1.1299, decode.d8.loss_mask: 0.8508, decode.d8.loss_dice: 1.2569, loss: 39.6541 2022-04-26 02:43:11,874 - mmseg - INFO - Iter [6750/160000] lr: 1.375e-06, eta: 1 day, 23:34:57, time: 1.087, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1782, decode.loss_mask: 0.8241, decode.loss_dice: 1.2522, decode.d0.loss_cls: 7.6689, decode.d0.loss_mask: 0.8176, decode.d0.loss_dice: 1.4717, decode.d1.loss_cls: 1.3831, decode.d1.loss_mask: 0.8418, decode.d1.loss_dice: 1.3340, decode.d2.loss_cls: 1.2046, decode.d2.loss_mask: 0.8314, decode.d2.loss_dice: 1.2852, decode.d3.loss_cls: 1.1773, decode.d3.loss_mask: 0.8289, decode.d3.loss_dice: 1.2528, decode.d4.loss_cls: 1.1654, decode.d4.loss_mask: 0.8282, decode.d4.loss_dice: 1.2574, decode.d5.loss_cls: 1.1520, decode.d5.loss_mask: 0.8256, decode.d5.loss_dice: 1.2606, decode.d6.loss_cls: 1.1679, decode.d6.loss_mask: 0.8216, decode.d6.loss_dice: 1.2507, decode.d7.loss_cls: 1.1600, decode.d7.loss_mask: 0.8195, decode.d7.loss_dice: 1.2484, decode.d8.loss_cls: 1.1623, decode.d8.loss_mask: 0.8252, decode.d8.loss_dice: 1.2488, loss: 39.5454 2022-04-26 02:44:06,887 - mmseg - INFO - Iter [6800/160000] lr: 1.375e-06, eta: 1 day, 23:33:41, time: 1.100, data_time: 0.015, memory: 64049, decode.loss_cls: 1.1601, decode.loss_mask: 0.8141, decode.loss_dice: 1.2592, decode.d0.loss_cls: 7.6178, decode.d0.loss_mask: 0.7856, decode.d0.loss_dice: 1.4637, decode.d1.loss_cls: 1.3773, decode.d1.loss_mask: 0.8270, decode.d1.loss_dice: 1.3307, decode.d2.loss_cls: 1.2089, decode.d2.loss_mask: 0.8167, decode.d2.loss_dice: 1.2876, decode.d3.loss_cls: 1.1623, decode.d3.loss_mask: 0.8102, decode.d3.loss_dice: 1.2585, decode.d4.loss_cls: 1.1609, decode.d4.loss_mask: 0.8080, decode.d4.loss_dice: 1.2621, decode.d5.loss_cls: 1.1478, decode.d5.loss_mask: 0.8132, decode.d5.loss_dice: 1.2596, decode.d6.loss_cls: 1.1474, decode.d6.loss_mask: 0.8104, decode.d6.loss_dice: 1.2586, decode.d7.loss_cls: 1.1487, decode.d7.loss_mask: 0.8124, decode.d7.loss_dice: 1.2640, decode.d8.loss_cls: 1.1445, decode.d8.loss_mask: 0.8134, decode.d8.loss_dice: 1.2631, loss: 39.2936 2022-04-26 02:45:01,837 - mmseg - INFO - Iter [6850/160000] lr: 1.374e-06, eta: 1 day, 23:32:25, time: 1.099, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1417, decode.loss_mask: 0.8134, decode.loss_dice: 1.2656, decode.d0.loss_cls: 7.5865, decode.d0.loss_mask: 0.7882, decode.d0.loss_dice: 1.4700, decode.d1.loss_cls: 1.3648, decode.d1.loss_mask: 0.8345, decode.d1.loss_dice: 1.3488, decode.d2.loss_cls: 1.1948, decode.d2.loss_mask: 0.8155, decode.d2.loss_dice: 1.2885, decode.d3.loss_cls: 1.1540, decode.d3.loss_mask: 0.8085, decode.d3.loss_dice: 1.2624, decode.d4.loss_cls: 1.1485, decode.d4.loss_mask: 0.8043, decode.d4.loss_dice: 1.2611, decode.d5.loss_cls: 1.1345, decode.d5.loss_mask: 0.8090, decode.d5.loss_dice: 1.2715, decode.d6.loss_cls: 1.1284, decode.d6.loss_mask: 0.8114, decode.d6.loss_dice: 1.2628, decode.d7.loss_cls: 1.1309, decode.d7.loss_mask: 0.8199, decode.d7.loss_dice: 1.2684, decode.d8.loss_cls: 1.1359, decode.d8.loss_mask: 0.8157, decode.d8.loss_dice: 1.2682, loss: 39.2075 2022-04-26 02:45:57,621 - mmseg - INFO - Iter [6900/160000] lr: 1.374e-06, eta: 1 day, 23:31:27, time: 1.116, data_time: 0.017, memory: 64049, decode.loss_cls: 1.1809, decode.loss_mask: 0.8500, decode.loss_dice: 1.2476, decode.d0.loss_cls: 7.5789, decode.d0.loss_mask: 0.8325, decode.d0.loss_dice: 1.4632, decode.d1.loss_cls: 1.4274, decode.d1.loss_mask: 0.8690, decode.d1.loss_dice: 1.3173, decode.d2.loss_cls: 1.2720, decode.d2.loss_mask: 0.8509, decode.d2.loss_dice: 1.2660, decode.d3.loss_cls: 1.2187, decode.d3.loss_mask: 0.8493, decode.d3.loss_dice: 1.2443, decode.d4.loss_cls: 1.2029, decode.d4.loss_mask: 0.8510, decode.d4.loss_dice: 1.2541, decode.d5.loss_cls: 1.1853, decode.d5.loss_mask: 0.8492, decode.d5.loss_dice: 1.2485, decode.d6.loss_cls: 1.1867, decode.d6.loss_mask: 0.8399, decode.d6.loss_dice: 1.2344, decode.d7.loss_cls: 1.1814, decode.d7.loss_mask: 0.8443, decode.d7.loss_dice: 1.2427, decode.d8.loss_cls: 1.1785, decode.d8.loss_mask: 0.8439, decode.d8.loss_dice: 1.2436, loss: 39.8541 2022-04-26 02:46:52,645 - mmseg - INFO - Iter [6950/160000] lr: 1.373e-06, eta: 1 day, 23:30:12, time: 1.100, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1553, decode.loss_mask: 0.8291, decode.loss_dice: 1.2608, decode.d0.loss_cls: 7.5279, decode.d0.loss_mask: 0.8176, decode.d0.loss_dice: 1.4652, decode.d1.loss_cls: 1.3764, decode.d1.loss_mask: 0.8547, decode.d1.loss_dice: 1.3462, decode.d2.loss_cls: 1.2081, decode.d2.loss_mask: 0.8385, decode.d2.loss_dice: 1.2799, decode.d3.loss_cls: 1.1613, decode.d3.loss_mask: 0.8318, decode.d3.loss_dice: 1.2586, decode.d4.loss_cls: 1.1597, decode.d4.loss_mask: 0.8338, decode.d4.loss_dice: 1.2642, decode.d5.loss_cls: 1.1402, decode.d5.loss_mask: 0.8385, decode.d5.loss_dice: 1.2648, decode.d6.loss_cls: 1.1362, decode.d6.loss_mask: 0.8373, decode.d6.loss_dice: 1.2489, decode.d7.loss_cls: 1.1378, decode.d7.loss_mask: 0.8331, decode.d7.loss_dice: 1.2563, decode.d8.loss_cls: 1.1401, decode.d8.loss_mask: 0.8315, decode.d8.loss_dice: 1.2530, loss: 39.3865 2022-04-26 02:47:48,430 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 02:47:48,441 - mmseg - INFO - Iter [7000/160000] lr: 1.373e-06, eta: 1 day, 23:29:13, time: 1.115, data_time: 0.017, memory: 64049, decode.loss_cls: 1.1317, decode.loss_mask: 0.8202, decode.loss_dice: 1.2214, decode.d0.loss_cls: 7.5250, decode.d0.loss_mask: 0.7999, decode.d0.loss_dice: 1.4413, decode.d1.loss_cls: 1.3384, decode.d1.loss_mask: 0.8366, decode.d1.loss_dice: 1.3067, decode.d2.loss_cls: 1.1932, decode.d2.loss_mask: 0.8199, decode.d2.loss_dice: 1.2464, decode.d3.loss_cls: 1.1351, decode.d3.loss_mask: 0.8171, decode.d3.loss_dice: 1.2308, decode.d4.loss_cls: 1.1322, decode.d4.loss_mask: 0.8156, decode.d4.loss_dice: 1.2263, decode.d5.loss_cls: 1.1252, decode.d5.loss_mask: 0.8154, decode.d5.loss_dice: 1.2266, decode.d6.loss_cls: 1.1263, decode.d6.loss_mask: 0.8199, decode.d6.loss_dice: 1.2162, decode.d7.loss_cls: 1.1230, decode.d7.loss_mask: 0.8198, decode.d7.loss_dice: 1.2277, decode.d8.loss_cls: 1.1237, decode.d8.loss_mask: 0.8161, decode.d8.loss_dice: 1.2170, loss: 38.6949 2022-04-26 02:48:44,054 - mmseg - INFO - Iter [7050/160000] lr: 1.373e-06, eta: 1 day, 23:28:13, time: 1.114, data_time: 0.018, memory: 64049, decode.loss_cls: 1.1586, decode.loss_mask: 0.8195, decode.loss_dice: 1.2462, decode.d0.loss_cls: 7.4682, decode.d0.loss_mask: 0.8037, decode.d0.loss_dice: 1.4699, decode.d1.loss_cls: 1.3538, decode.d1.loss_mask: 0.8318, decode.d1.loss_dice: 1.3297, decode.d2.loss_cls: 1.2145, decode.d2.loss_mask: 0.8251, decode.d2.loss_dice: 1.2698, decode.d3.loss_cls: 1.1644, decode.d3.loss_mask: 0.8175, decode.d3.loss_dice: 1.2447, decode.d4.loss_cls: 1.1693, decode.d4.loss_mask: 0.8143, decode.d4.loss_dice: 1.2475, decode.d5.loss_cls: 1.1555, decode.d5.loss_mask: 0.8182, decode.d5.loss_dice: 1.2509, decode.d6.loss_cls: 1.1465, decode.d6.loss_mask: 0.8186, decode.d6.loss_dice: 1.2440, decode.d7.loss_cls: 1.1445, decode.d7.loss_mask: 0.8235, decode.d7.loss_dice: 1.2484, decode.d8.loss_cls: 1.1486, decode.d8.loss_mask: 0.8209, decode.d8.loss_dice: 1.2422, loss: 39.1102 2022-04-26 02:49:39,071 - mmseg - INFO - Iter [7100/160000] lr: 1.372e-06, eta: 1 day, 23:26:59, time: 1.100, data_time: 0.018, memory: 64049, decode.loss_cls: 1.0617, decode.loss_mask: 0.8009, decode.loss_dice: 1.2123, decode.d0.loss_cls: 7.4430, decode.d0.loss_mask: 0.7886, decode.d0.loss_dice: 1.3990, decode.d1.loss_cls: 1.2966, decode.d1.loss_mask: 0.8123, decode.d1.loss_dice: 1.2848, decode.d2.loss_cls: 1.1180, decode.d2.loss_mask: 0.8028, decode.d2.loss_dice: 1.2395, decode.d3.loss_cls: 1.0682, decode.d3.loss_mask: 0.8054, decode.d3.loss_dice: 1.2262, decode.d4.loss_cls: 1.0636, decode.d4.loss_mask: 0.7988, decode.d4.loss_dice: 1.2203, decode.d5.loss_cls: 1.0476, decode.d5.loss_mask: 0.8035, decode.d5.loss_dice: 1.2220, decode.d6.loss_cls: 1.0414, decode.d6.loss_mask: 0.8042, decode.d6.loss_dice: 1.2180, decode.d7.loss_cls: 1.0378, decode.d7.loss_mask: 0.8064, decode.d7.loss_dice: 1.2237, decode.d8.loss_cls: 1.0501, decode.d8.loss_mask: 0.8052, decode.d8.loss_dice: 1.2186, loss: 37.7205 2022-04-26 02:50:34,090 - mmseg - INFO - Iter [7150/160000] lr: 1.372e-06, eta: 1 day, 23:25:45, time: 1.101, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1083, decode.loss_mask: 0.8487, decode.loss_dice: 1.2660, decode.d0.loss_cls: 7.4006, decode.d0.loss_mask: 0.8147, decode.d0.loss_dice: 1.4547, decode.d1.loss_cls: 1.3361, decode.d1.loss_mask: 0.8484, decode.d1.loss_dice: 1.3255, decode.d2.loss_cls: 1.1650, decode.d2.loss_mask: 0.8327, decode.d2.loss_dice: 1.2842, decode.d3.loss_cls: 1.1395, decode.d3.loss_mask: 0.8303, decode.d3.loss_dice: 1.2687, decode.d4.loss_cls: 1.1140, decode.d4.loss_mask: 0.8335, decode.d4.loss_dice: 1.2697, decode.d5.loss_cls: 1.1179, decode.d5.loss_mask: 0.8312, decode.d5.loss_dice: 1.2693, decode.d6.loss_cls: 1.1033, decode.d6.loss_mask: 0.8318, decode.d6.loss_dice: 1.2709, decode.d7.loss_cls: 1.1101, decode.d7.loss_mask: 0.8402, decode.d7.loss_dice: 1.2617, decode.d8.loss_cls: 1.0981, decode.d8.loss_mask: 0.8390, decode.d8.loss_dice: 1.2657, loss: 38.9792 2022-04-26 02:51:29,495 - mmseg - INFO - Iter [7200/160000] lr: 1.371e-06, eta: 1 day, 23:24:40, time: 1.108, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1699, decode.loss_mask: 0.8254, decode.loss_dice: 1.2626, decode.d0.loss_cls: 7.4262, decode.d0.loss_mask: 0.7991, decode.d0.loss_dice: 1.4623, decode.d1.loss_cls: 1.3741, decode.d1.loss_mask: 0.8272, decode.d1.loss_dice: 1.3267, decode.d2.loss_cls: 1.2218, decode.d2.loss_mask: 0.8084, decode.d2.loss_dice: 1.2749, decode.d3.loss_cls: 1.1834, decode.d3.loss_mask: 0.8166, decode.d3.loss_dice: 1.2621, decode.d4.loss_cls: 1.1699, decode.d4.loss_mask: 0.8152, decode.d4.loss_dice: 1.2638, decode.d5.loss_cls: 1.1426, decode.d5.loss_mask: 0.8295, decode.d5.loss_dice: 1.2664, decode.d6.loss_cls: 1.1498, decode.d6.loss_mask: 0.8266, decode.d6.loss_dice: 1.2578, decode.d7.loss_cls: 1.1602, decode.d7.loss_mask: 0.8300, decode.d7.loss_dice: 1.2596, decode.d8.loss_cls: 1.1553, decode.d8.loss_mask: 0.8292, decode.d8.loss_dice: 1.2614, loss: 39.2580 2022-04-26 02:52:24,760 - mmseg - INFO - Iter [7250/160000] lr: 1.371e-06, eta: 1 day, 23:23:31, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0898, decode.loss_mask: 0.8251, decode.loss_dice: 1.2282, decode.d0.loss_cls: 7.3425, decode.d0.loss_mask: 0.8015, decode.d0.loss_dice: 1.4216, decode.d1.loss_cls: 1.3188, decode.d1.loss_mask: 0.8326, decode.d1.loss_dice: 1.2965, decode.d2.loss_cls: 1.1560, decode.d2.loss_mask: 0.8210, decode.d2.loss_dice: 1.2494, decode.d3.loss_cls: 1.1165, decode.d3.loss_mask: 0.8183, decode.d3.loss_dice: 1.2314, decode.d4.loss_cls: 1.0961, decode.d4.loss_mask: 0.8250, decode.d4.loss_dice: 1.2301, decode.d5.loss_cls: 1.0896, decode.d5.loss_mask: 0.8230, decode.d5.loss_dice: 1.2269, decode.d6.loss_cls: 1.0783, decode.d6.loss_mask: 0.8218, decode.d6.loss_dice: 1.2241, decode.d7.loss_cls: 1.0745, decode.d7.loss_mask: 0.8275, decode.d7.loss_dice: 1.2314, decode.d8.loss_cls: 1.0735, decode.d8.loss_mask: 0.8243, decode.d8.loss_dice: 1.2328, loss: 38.2279 2022-04-26 02:53:20,222 - mmseg - INFO - Iter [7300/160000] lr: 1.370e-06, eta: 1 day, 23:22:28, time: 1.109, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1360, decode.loss_mask: 0.8237, decode.loss_dice: 1.2414, decode.d0.loss_cls: 7.3524, decode.d0.loss_mask: 0.7957, decode.d0.loss_dice: 1.4335, decode.d1.loss_cls: 1.3584, decode.d1.loss_mask: 0.8325, decode.d1.loss_dice: 1.3184, decode.d2.loss_cls: 1.1882, decode.d2.loss_mask: 0.8188, decode.d2.loss_dice: 1.2686, decode.d3.loss_cls: 1.1528, decode.d3.loss_mask: 0.8169, decode.d3.loss_dice: 1.2463, decode.d4.loss_cls: 1.1462, decode.d4.loss_mask: 0.8139, decode.d4.loss_dice: 1.2509, decode.d5.loss_cls: 1.1206, decode.d5.loss_mask: 0.8179, decode.d5.loss_dice: 1.2473, decode.d6.loss_cls: 1.1303, decode.d6.loss_mask: 0.8156, decode.d6.loss_dice: 1.2415, decode.d7.loss_cls: 1.1216, decode.d7.loss_mask: 0.8217, decode.d7.loss_dice: 1.2401, decode.d8.loss_cls: 1.1176, decode.d8.loss_mask: 0.8245, decode.d8.loss_dice: 1.2456, loss: 38.7390 2022-04-26 02:54:15,391 - mmseg - INFO - Iter [7350/160000] lr: 1.370e-06, eta: 1 day, 23:21:18, time: 1.103, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1267, decode.loss_mask: 0.8184, decode.loss_dice: 1.2344, decode.d0.loss_cls: 7.2994, decode.d0.loss_mask: 0.7939, decode.d0.loss_dice: 1.4314, decode.d1.loss_cls: 1.3459, decode.d1.loss_mask: 0.8331, decode.d1.loss_dice: 1.3091, decode.d2.loss_cls: 1.2079, decode.d2.loss_mask: 0.8168, decode.d2.loss_dice: 1.2619, decode.d3.loss_cls: 1.1592, decode.d3.loss_mask: 0.8128, decode.d3.loss_dice: 1.2394, decode.d4.loss_cls: 1.1458, decode.d4.loss_mask: 0.8157, decode.d4.loss_dice: 1.2442, decode.d5.loss_cls: 1.1308, decode.d5.loss_mask: 0.8219, decode.d5.loss_dice: 1.2430, decode.d6.loss_cls: 1.1240, decode.d6.loss_mask: 0.8210, decode.d6.loss_dice: 1.2355, decode.d7.loss_cls: 1.1200, decode.d7.loss_mask: 0.8220, decode.d7.loss_dice: 1.2425, decode.d8.loss_cls: 1.1300, decode.d8.loss_mask: 0.8161, decode.d8.loss_dice: 1.2312, loss: 38.6337 2022-04-26 02:55:10,763 - mmseg - INFO - Iter [7400/160000] lr: 1.369e-06, eta: 1 day, 23:20:12, time: 1.107, data_time: 0.015, memory: 64049, decode.loss_cls: 1.1582, decode.loss_mask: 0.8273, decode.loss_dice: 1.2320, decode.d0.loss_cls: 7.2757, decode.d0.loss_mask: 0.8136, decode.d0.loss_dice: 1.4374, decode.d1.loss_cls: 1.3802, decode.d1.loss_mask: 0.8344, decode.d1.loss_dice: 1.3119, decode.d2.loss_cls: 1.2140, decode.d2.loss_mask: 0.8276, decode.d2.loss_dice: 1.2641, decode.d3.loss_cls: 1.1778, decode.d3.loss_mask: 0.8211, decode.d3.loss_dice: 1.2320, decode.d4.loss_cls: 1.1674, decode.d4.loss_mask: 0.8222, decode.d4.loss_dice: 1.2420, decode.d5.loss_cls: 1.1659, decode.d5.loss_mask: 0.8287, decode.d5.loss_dice: 1.2371, decode.d6.loss_cls: 1.1601, decode.d6.loss_mask: 0.8242, decode.d6.loss_dice: 1.2300, decode.d7.loss_cls: 1.1530, decode.d7.loss_mask: 0.8329, decode.d7.loss_dice: 1.2315, decode.d8.loss_cls: 1.1522, decode.d8.loss_mask: 0.8290, decode.d8.loss_dice: 1.2343, loss: 38.9177 2022-04-26 02:56:06,566 - mmseg - INFO - Iter [7450/160000] lr: 1.369e-06, eta: 1 day, 23:19:16, time: 1.116, data_time: 0.018, memory: 64049, decode.loss_cls: 1.1090, decode.loss_mask: 0.8380, decode.loss_dice: 1.2621, decode.d0.loss_cls: 7.2542, decode.d0.loss_mask: 0.8106, decode.d0.loss_dice: 1.4754, decode.d1.loss_cls: 1.3404, decode.d1.loss_mask: 0.8506, decode.d1.loss_dice: 1.3389, decode.d2.loss_cls: 1.1809, decode.d2.loss_mask: 0.8407, decode.d2.loss_dice: 1.2833, decode.d3.loss_cls: 1.1415, decode.d3.loss_mask: 0.8345, decode.d3.loss_dice: 1.2652, decode.d4.loss_cls: 1.1276, decode.d4.loss_mask: 0.8356, decode.d4.loss_dice: 1.2736, decode.d5.loss_cls: 1.1094, decode.d5.loss_mask: 0.8393, decode.d5.loss_dice: 1.2712, decode.d6.loss_cls: 1.1067, decode.d6.loss_mask: 0.8467, decode.d6.loss_dice: 1.2653, decode.d7.loss_cls: 1.1040, decode.d7.loss_mask: 0.8401, decode.d7.loss_dice: 1.2768, decode.d8.loss_cls: 1.1086, decode.d8.loss_mask: 0.8390, decode.d8.loss_dice: 1.2708, loss: 38.9402 2022-04-26 02:57:02,007 - mmseg - INFO - Iter [7500/160000] lr: 1.369e-06, eta: 1 day, 23:18:12, time: 1.109, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0966, decode.loss_mask: 0.8423, decode.loss_dice: 1.2145, decode.d0.loss_cls: 7.2209, decode.d0.loss_mask: 0.8237, decode.d0.loss_dice: 1.4076, decode.d1.loss_cls: 1.3161, decode.d1.loss_mask: 0.8611, decode.d1.loss_dice: 1.2832, decode.d2.loss_cls: 1.1455, decode.d2.loss_mask: 0.8479, decode.d2.loss_dice: 1.2329, decode.d3.loss_cls: 1.1104, decode.d3.loss_mask: 0.8472, decode.d3.loss_dice: 1.2101, decode.d4.loss_cls: 1.1055, decode.d4.loss_mask: 0.8428, decode.d4.loss_dice: 1.2129, decode.d5.loss_cls: 1.0908, decode.d5.loss_mask: 0.8397, decode.d5.loss_dice: 1.2141, decode.d6.loss_cls: 1.0974, decode.d6.loss_mask: 0.8454, decode.d6.loss_dice: 1.2050, decode.d7.loss_cls: 1.0837, decode.d7.loss_mask: 0.8513, decode.d7.loss_dice: 1.2119, decode.d8.loss_cls: 1.0882, decode.d8.loss_mask: 0.8410, decode.d8.loss_dice: 1.2143, loss: 38.2040 2022-04-26 02:57:57,471 - mmseg - INFO - Iter [7550/160000] lr: 1.368e-06, eta: 1 day, 23:17:09, time: 1.109, data_time: 0.015, memory: 64049, decode.loss_cls: 1.1029, decode.loss_mask: 0.8197, decode.loss_dice: 1.2492, decode.d0.loss_cls: 7.2052, decode.d0.loss_mask: 0.8042, decode.d0.loss_dice: 1.4494, decode.d1.loss_cls: 1.3318, decode.d1.loss_mask: 0.8248, decode.d1.loss_dice: 1.3310, decode.d2.loss_cls: 1.1671, decode.d2.loss_mask: 0.8139, decode.d2.loss_dice: 1.2670, decode.d3.loss_cls: 1.1240, decode.d3.loss_mask: 0.8104, decode.d3.loss_dice: 1.2528, decode.d4.loss_cls: 1.1138, decode.d4.loss_mask: 0.8086, decode.d4.loss_dice: 1.2637, decode.d5.loss_cls: 1.1012, decode.d5.loss_mask: 0.8107, decode.d5.loss_dice: 1.2540, decode.d6.loss_cls: 1.1025, decode.d6.loss_mask: 0.8138, decode.d6.loss_dice: 1.2418, decode.d7.loss_cls: 1.0927, decode.d7.loss_mask: 0.8191, decode.d7.loss_dice: 1.2565, decode.d8.loss_cls: 1.1002, decode.d8.loss_mask: 0.8179, decode.d8.loss_dice: 1.2471, loss: 38.3970 2022-04-26 02:58:55,467 - mmseg - INFO - Iter [7600/160000] lr: 1.368e-06, eta: 1 day, 23:16:56, time: 1.160, data_time: 0.067, memory: 64049, decode.loss_cls: 1.1068, decode.loss_mask: 0.8352, decode.loss_dice: 1.2458, decode.d0.loss_cls: 7.1940, decode.d0.loss_mask: 0.8150, decode.d0.loss_dice: 1.4271, decode.d1.loss_cls: 1.3167, decode.d1.loss_mask: 0.8427, decode.d1.loss_dice: 1.3112, decode.d2.loss_cls: 1.1764, decode.d2.loss_mask: 0.8281, decode.d2.loss_dice: 1.2517, decode.d3.loss_cls: 1.1285, decode.d3.loss_mask: 0.8231, decode.d3.loss_dice: 1.2374, decode.d4.loss_cls: 1.1237, decode.d4.loss_mask: 0.8233, decode.d4.loss_dice: 1.2433, decode.d5.loss_cls: 1.1046, decode.d5.loss_mask: 0.8306, decode.d5.loss_dice: 1.2433, decode.d6.loss_cls: 1.1016, decode.d6.loss_mask: 0.8297, decode.d6.loss_dice: 1.2395, decode.d7.loss_cls: 1.1039, decode.d7.loss_mask: 0.8342, decode.d7.loss_dice: 1.2429, decode.d8.loss_cls: 1.1014, decode.d8.loss_mask: 0.8289, decode.d8.loss_dice: 1.2448, loss: 38.4357 2022-04-26 02:59:50,816 - mmseg - INFO - Iter [7650/160000] lr: 1.367e-06, eta: 1 day, 23:15:50, time: 1.107, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0645, decode.loss_mask: 0.8199, decode.loss_dice: 1.2068, decode.d0.loss_cls: 7.1043, decode.d0.loss_mask: 0.7986, decode.d0.loss_dice: 1.4010, decode.d1.loss_cls: 1.3021, decode.d1.loss_mask: 0.8360, decode.d1.loss_dice: 1.2772, decode.d2.loss_cls: 1.1423, decode.d2.loss_mask: 0.8156, decode.d2.loss_dice: 1.2340, decode.d3.loss_cls: 1.1024, decode.d3.loss_mask: 0.8193, decode.d3.loss_dice: 1.2176, decode.d4.loss_cls: 1.0909, decode.d4.loss_mask: 0.8186, decode.d4.loss_dice: 1.2167, decode.d5.loss_cls: 1.0886, decode.d5.loss_mask: 0.8201, decode.d5.loss_dice: 1.2089, decode.d6.loss_cls: 1.0686, decode.d6.loss_mask: 0.8174, decode.d6.loss_dice: 1.2005, decode.d7.loss_cls: 1.0657, decode.d7.loss_mask: 0.8185, decode.d7.loss_dice: 1.2103, decode.d8.loss_cls: 1.0645, decode.d8.loss_mask: 0.8221, decode.d8.loss_dice: 1.2047, loss: 37.6579 2022-04-26 03:00:46,400 - mmseg - INFO - Iter [7700/160000] lr: 1.367e-06, eta: 1 day, 23:14:49, time: 1.112, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0923, decode.loss_mask: 0.8170, decode.loss_dice: 1.2270, decode.d0.loss_cls: 7.0988, decode.d0.loss_mask: 0.7979, decode.d0.loss_dice: 1.4207, decode.d1.loss_cls: 1.2987, decode.d1.loss_mask: 0.8287, decode.d1.loss_dice: 1.2887, decode.d2.loss_cls: 1.1470, decode.d2.loss_mask: 0.8105, decode.d2.loss_dice: 1.2331, decode.d3.loss_cls: 1.1192, decode.d3.loss_mask: 0.8078, decode.d3.loss_dice: 1.2120, decode.d4.loss_cls: 1.1008, decode.d4.loss_mask: 0.8067, decode.d4.loss_dice: 1.2259, decode.d5.loss_cls: 1.0966, decode.d5.loss_mask: 0.8105, decode.d5.loss_dice: 1.2166, decode.d6.loss_cls: 1.1035, decode.d6.loss_mask: 0.8134, decode.d6.loss_dice: 1.2171, decode.d7.loss_cls: 1.0902, decode.d7.loss_mask: 0.8122, decode.d7.loss_dice: 1.2242, decode.d8.loss_cls: 1.0863, decode.d8.loss_mask: 0.8132, decode.d8.loss_dice: 1.2220, loss: 37.8385 2022-04-26 03:01:41,923 - mmseg - INFO - Iter [7750/160000] lr: 1.366e-06, eta: 1 day, 23:13:47, time: 1.110, data_time: 0.017, memory: 64049, decode.loss_cls: 1.1234, decode.loss_mask: 0.8398, decode.loss_dice: 1.2590, decode.d0.loss_cls: 7.1131, decode.d0.loss_mask: 0.8081, decode.d0.loss_dice: 1.4716, decode.d1.loss_cls: 1.3669, decode.d1.loss_mask: 0.8396, decode.d1.loss_dice: 1.3377, decode.d2.loss_cls: 1.1848, decode.d2.loss_mask: 0.8276, decode.d2.loss_dice: 1.2907, decode.d3.loss_cls: 1.1431, decode.d3.loss_mask: 0.8298, decode.d3.loss_dice: 1.2658, decode.d4.loss_cls: 1.1408, decode.d4.loss_mask: 0.8297, decode.d4.loss_dice: 1.2726, decode.d5.loss_cls: 1.1214, decode.d5.loss_mask: 0.8296, decode.d5.loss_dice: 1.2595, decode.d6.loss_cls: 1.1251, decode.d6.loss_mask: 0.8275, decode.d6.loss_dice: 1.2552, decode.d7.loss_cls: 1.1157, decode.d7.loss_mask: 0.8286, decode.d7.loss_dice: 1.2590, decode.d8.loss_cls: 1.1212, decode.d8.loss_mask: 0.8326, decode.d8.loss_dice: 1.2551, loss: 38.7749 2022-04-26 03:02:36,821 - mmseg - INFO - Iter [7800/160000] lr: 1.366e-06, eta: 1 day, 23:12:33, time: 1.098, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0620, decode.loss_mask: 0.8329, decode.loss_dice: 1.2481, decode.d0.loss_cls: 7.0660, decode.d0.loss_mask: 0.8079, decode.d0.loss_dice: 1.4242, decode.d1.loss_cls: 1.2766, decode.d1.loss_mask: 0.8484, decode.d1.loss_dice: 1.3078, decode.d2.loss_cls: 1.1173, decode.d2.loss_mask: 0.8382, decode.d2.loss_dice: 1.2580, decode.d3.loss_cls: 1.0800, decode.d3.loss_mask: 0.8400, decode.d3.loss_dice: 1.2411, decode.d4.loss_cls: 1.0697, decode.d4.loss_mask: 0.8315, decode.d4.loss_dice: 1.2411, decode.d5.loss_cls: 1.0611, decode.d5.loss_mask: 0.8350, decode.d5.loss_dice: 1.2438, decode.d6.loss_cls: 1.0667, decode.d6.loss_mask: 0.8360, decode.d6.loss_dice: 1.2408, decode.d7.loss_cls: 1.0513, decode.d7.loss_mask: 0.8418, decode.d7.loss_dice: 1.2540, decode.d8.loss_cls: 1.0589, decode.d8.loss_mask: 0.8355, decode.d8.loss_dice: 1.2462, loss: 37.9618 2022-04-26 03:03:31,458 - mmseg - INFO - Iter [7850/160000] lr: 1.365e-06, eta: 1 day, 23:11:14, time: 1.093, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0736, decode.loss_mask: 0.8155, decode.loss_dice: 1.2080, decode.d0.loss_cls: 7.0326, decode.d0.loss_mask: 0.8044, decode.d0.loss_dice: 1.4139, decode.d1.loss_cls: 1.2606, decode.d1.loss_mask: 0.8234, decode.d1.loss_dice: 1.2843, decode.d2.loss_cls: 1.1060, decode.d2.loss_mask: 0.8119, decode.d2.loss_dice: 1.2332, decode.d3.loss_cls: 1.0596, decode.d3.loss_mask: 0.8139, decode.d3.loss_dice: 1.2105, decode.d4.loss_cls: 1.0571, decode.d4.loss_mask: 0.8122, decode.d4.loss_dice: 1.2168, decode.d5.loss_cls: 1.0538, decode.d5.loss_mask: 0.8113, decode.d5.loss_dice: 1.2133, decode.d6.loss_cls: 1.0604, decode.d6.loss_mask: 0.8096, decode.d6.loss_dice: 1.2119, decode.d7.loss_cls: 1.0528, decode.d7.loss_mask: 0.8156, decode.d7.loss_dice: 1.2169, decode.d8.loss_cls: 1.0530, decode.d8.loss_mask: 0.8148, decode.d8.loss_dice: 1.2088, loss: 37.3596 2022-04-26 03:04:26,474 - mmseg - INFO - Iter [7900/160000] lr: 1.365e-06, eta: 1 day, 23:10:03, time: 1.100, data_time: 0.017, memory: 64049, decode.loss_cls: 1.0852, decode.loss_mask: 0.8171, decode.loss_dice: 1.2121, decode.d0.loss_cls: 6.9822, decode.d0.loss_mask: 0.8086, decode.d0.loss_dice: 1.4078, decode.d1.loss_cls: 1.2872, decode.d1.loss_mask: 0.8410, decode.d1.loss_dice: 1.2905, decode.d2.loss_cls: 1.1210, decode.d2.loss_mask: 0.8303, decode.d2.loss_dice: 1.2454, decode.d3.loss_cls: 1.1077, decode.d3.loss_mask: 0.8187, decode.d3.loss_dice: 1.2229, decode.d4.loss_cls: 1.0901, decode.d4.loss_mask: 0.8197, decode.d4.loss_dice: 1.2308, decode.d5.loss_cls: 1.0750, decode.d5.loss_mask: 0.8193, decode.d5.loss_dice: 1.2189, decode.d6.loss_cls: 1.0711, decode.d6.loss_mask: 0.8170, decode.d6.loss_dice: 1.2099, decode.d7.loss_cls: 1.0630, decode.d7.loss_mask: 0.8176, decode.d7.loss_dice: 1.2129, decode.d8.loss_cls: 1.0697, decode.d8.loss_mask: 0.8201, decode.d8.loss_dice: 1.2138, loss: 37.6267 2022-04-26 03:05:21,454 - mmseg - INFO - Iter [7950/160000] lr: 1.364e-06, eta: 1 day, 23:08:51, time: 1.100, data_time: 0.017, memory: 64049, decode.loss_cls: 1.0383, decode.loss_mask: 0.8160, decode.loss_dice: 1.2101, decode.d0.loss_cls: 6.9431, decode.d0.loss_mask: 0.7997, decode.d0.loss_dice: 1.4093, decode.d1.loss_cls: 1.2299, decode.d1.loss_mask: 0.8341, decode.d1.loss_dice: 1.2833, decode.d2.loss_cls: 1.0786, decode.d2.loss_mask: 0.8145, decode.d2.loss_dice: 1.2374, decode.d3.loss_cls: 1.0512, decode.d3.loss_mask: 0.8093, decode.d3.loss_dice: 1.2152, decode.d4.loss_cls: 1.0433, decode.d4.loss_mask: 0.8119, decode.d4.loss_dice: 1.2171, decode.d5.loss_cls: 1.0336, decode.d5.loss_mask: 0.8149, decode.d5.loss_dice: 1.2169, decode.d6.loss_cls: 1.0289, decode.d6.loss_mask: 0.8062, decode.d6.loss_dice: 1.2069, decode.d7.loss_cls: 1.0251, decode.d7.loss_mask: 0.8102, decode.d7.loss_dice: 1.2142, decode.d8.loss_cls: 1.0376, decode.d8.loss_mask: 0.8127, decode.d8.loss_dice: 1.2128, loss: 37.0621 2022-04-26 03:06:16,302 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 03:06:16,310 - mmseg - INFO - Iter [8000/160000] lr: 1.364e-06, eta: 1 day, 23:07:37, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0503, decode.loss_mask: 0.8174, decode.loss_dice: 1.2158, decode.d0.loss_cls: 6.9272, decode.d0.loss_mask: 0.7909, decode.d0.loss_dice: 1.4159, decode.d1.loss_cls: 1.2408, decode.d1.loss_mask: 0.8340, decode.d1.loss_dice: 1.2956, decode.d2.loss_cls: 1.1115, decode.d2.loss_mask: 0.8134, decode.d2.loss_dice: 1.2458, decode.d3.loss_cls: 1.0664, decode.d3.loss_mask: 0.8139, decode.d3.loss_dice: 1.2202, decode.d4.loss_cls: 1.0580, decode.d4.loss_mask: 0.8119, decode.d4.loss_dice: 1.2273, decode.d5.loss_cls: 1.0522, decode.d5.loss_mask: 0.8117, decode.d5.loss_dice: 1.2211, decode.d6.loss_cls: 1.0543, decode.d6.loss_mask: 0.8171, decode.d6.loss_dice: 1.2092, decode.d7.loss_cls: 1.0479, decode.d7.loss_mask: 0.8070, decode.d7.loss_dice: 1.2186, decode.d8.loss_cls: 1.0401, decode.d8.loss_mask: 0.8141, decode.d8.loss_dice: 1.2100, loss: 37.2598 2022-04-26 03:07:11,531 - mmseg - INFO - Iter [8050/160000] lr: 1.364e-06, eta: 1 day, 23:06:30, time: 1.105, data_time: 0.017, memory: 64049, decode.loss_cls: 1.0291, decode.loss_mask: 0.7997, decode.loss_dice: 1.1940, decode.d0.loss_cls: 6.9180, decode.d0.loss_mask: 0.7916, decode.d0.loss_dice: 1.4027, decode.d1.loss_cls: 1.2317, decode.d1.loss_mask: 0.8209, decode.d1.loss_dice: 1.2695, decode.d2.loss_cls: 1.0812, decode.d2.loss_mask: 0.8125, decode.d2.loss_dice: 1.2233, decode.d3.loss_cls: 1.0606, decode.d3.loss_mask: 0.8031, decode.d3.loss_dice: 1.1966, decode.d4.loss_cls: 1.0490, decode.d4.loss_mask: 0.8036, decode.d4.loss_dice: 1.2090, decode.d5.loss_cls: 1.0312, decode.d5.loss_mask: 0.8036, decode.d5.loss_dice: 1.1989, decode.d6.loss_cls: 1.0205, decode.d6.loss_mask: 0.8071, decode.d6.loss_dice: 1.1833, decode.d7.loss_cls: 1.0312, decode.d7.loss_mask: 0.8009, decode.d7.loss_dice: 1.1901, decode.d8.loss_cls: 1.0267, decode.d8.loss_mask: 0.7998, decode.d8.loss_dice: 1.1884, loss: 36.7779 2022-04-26 03:08:06,951 - mmseg - INFO - Iter [8100/160000] lr: 1.363e-06, eta: 1 day, 23:05:27, time: 1.108, data_time: 0.017, memory: 64049, decode.loss_cls: 1.0790, decode.loss_mask: 0.8423, decode.loss_dice: 1.2128, decode.d0.loss_cls: 6.8834, decode.d0.loss_mask: 0.8242, decode.d0.loss_dice: 1.4117, decode.d1.loss_cls: 1.2520, decode.d1.loss_mask: 0.8626, decode.d1.loss_dice: 1.2874, decode.d2.loss_cls: 1.1096, decode.d2.loss_mask: 0.8542, decode.d2.loss_dice: 1.2307, decode.d3.loss_cls: 1.0767, decode.d3.loss_mask: 0.8452, decode.d3.loss_dice: 1.2156, decode.d4.loss_cls: 1.0747, decode.d4.loss_mask: 0.8452, decode.d4.loss_dice: 1.2126, decode.d5.loss_cls: 1.0601, decode.d5.loss_mask: 0.8479, decode.d5.loss_dice: 1.2059, decode.d6.loss_cls: 1.0622, decode.d6.loss_mask: 0.8495, decode.d6.loss_dice: 1.2050, decode.d7.loss_cls: 1.0631, decode.d7.loss_mask: 0.8445, decode.d7.loss_dice: 1.2184, decode.d8.loss_cls: 1.0556, decode.d8.loss_mask: 0.8500, decode.d8.loss_dice: 1.2136, loss: 37.5955 2022-04-26 03:09:02,659 - mmseg - INFO - Iter [8150/160000] lr: 1.363e-06, eta: 1 day, 23:04:29, time: 1.114, data_time: 0.018, memory: 64049, decode.loss_cls: 1.0607, decode.loss_mask: 0.8067, decode.loss_dice: 1.2251, decode.d0.loss_cls: 6.8625, decode.d0.loss_mask: 0.7916, decode.d0.loss_dice: 1.4022, decode.d1.loss_cls: 1.2593, decode.d1.loss_mask: 0.8237, decode.d1.loss_dice: 1.2977, decode.d2.loss_cls: 1.1240, decode.d2.loss_mask: 0.8124, decode.d2.loss_dice: 1.2495, decode.d3.loss_cls: 1.0890, decode.d3.loss_mask: 0.8017, decode.d3.loss_dice: 1.2142, decode.d4.loss_cls: 1.0775, decode.d4.loss_mask: 0.8041, decode.d4.loss_dice: 1.2159, decode.d5.loss_cls: 1.0566, decode.d5.loss_mask: 0.8119, decode.d5.loss_dice: 1.2229, decode.d6.loss_cls: 1.0561, decode.d6.loss_mask: 0.8165, decode.d6.loss_dice: 1.2160, decode.d7.loss_cls: 1.0609, decode.d7.loss_mask: 0.8084, decode.d7.loss_dice: 1.2215, decode.d8.loss_cls: 1.0553, decode.d8.loss_mask: 0.8058, decode.d8.loss_dice: 1.2246, loss: 37.2742 2022-04-26 03:09:57,680 - mmseg - INFO - Iter [8200/160000] lr: 1.362e-06, eta: 1 day, 23:03:19, time: 1.100, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0292, decode.loss_mask: 0.7875, decode.loss_dice: 1.1899, decode.d0.loss_cls: 6.7975, decode.d0.loss_mask: 0.7652, decode.d0.loss_dice: 1.3764, decode.d1.loss_cls: 1.2215, decode.d1.loss_mask: 0.7961, decode.d1.loss_dice: 1.2714, decode.d2.loss_cls: 1.0726, decode.d2.loss_mask: 0.7887, decode.d2.loss_dice: 1.2160, decode.d3.loss_cls: 1.0407, decode.d3.loss_mask: 0.7825, decode.d3.loss_dice: 1.1983, decode.d4.loss_cls: 1.0372, decode.d4.loss_mask: 0.7828, decode.d4.loss_dice: 1.1989, decode.d5.loss_cls: 1.0207, decode.d5.loss_mask: 0.7842, decode.d5.loss_dice: 1.1936, decode.d6.loss_cls: 1.0241, decode.d6.loss_mask: 0.7839, decode.d6.loss_dice: 1.1880, decode.d7.loss_cls: 1.0250, decode.d7.loss_mask: 0.7853, decode.d7.loss_dice: 1.2027, decode.d8.loss_cls: 1.0293, decode.d8.loss_mask: 0.7827, decode.d8.loss_dice: 1.1938, loss: 36.3659 2022-04-26 03:10:53,574 - mmseg - INFO - Iter [8250/160000] lr: 1.362e-06, eta: 1 day, 23:02:25, time: 1.118, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0820, decode.loss_mask: 0.8148, decode.loss_dice: 1.1965, decode.d0.loss_cls: 6.7834, decode.d0.loss_mask: 0.7958, decode.d0.loss_dice: 1.3862, decode.d1.loss_cls: 1.2835, decode.d1.loss_mask: 0.8223, decode.d1.loss_dice: 1.2649, decode.d2.loss_cls: 1.1338, decode.d2.loss_mask: 0.8136, decode.d2.loss_dice: 1.2208, decode.d3.loss_cls: 1.1056, decode.d3.loss_mask: 0.8073, decode.d3.loss_dice: 1.1940, decode.d4.loss_cls: 1.0863, decode.d4.loss_mask: 0.8110, decode.d4.loss_dice: 1.1967, decode.d5.loss_cls: 1.0720, decode.d5.loss_mask: 0.8132, decode.d5.loss_dice: 1.1970, decode.d6.loss_cls: 1.0640, decode.d6.loss_mask: 0.8160, decode.d6.loss_dice: 1.1927, decode.d7.loss_cls: 1.0739, decode.d7.loss_mask: 0.8133, decode.d7.loss_dice: 1.2001, decode.d8.loss_cls: 1.0719, decode.d8.loss_mask: 0.8172, decode.d8.loss_dice: 1.1980, loss: 37.1281 2022-04-26 03:11:49,059 - mmseg - INFO - Iter [8300/160000] lr: 1.361e-06, eta: 1 day, 23:01:24, time: 1.110, data_time: 0.016, memory: 64049, decode.loss_cls: 1.1002, decode.loss_mask: 0.8057, decode.loss_dice: 1.2423, decode.d0.loss_cls: 6.7970, decode.d0.loss_mask: 0.7995, decode.d0.loss_dice: 1.4435, decode.d1.loss_cls: 1.3015, decode.d1.loss_mask: 0.8370, decode.d1.loss_dice: 1.3223, decode.d2.loss_cls: 1.1517, decode.d2.loss_mask: 0.8115, decode.d2.loss_dice: 1.2659, decode.d3.loss_cls: 1.1211, decode.d3.loss_mask: 0.8073, decode.d3.loss_dice: 1.2483, decode.d4.loss_cls: 1.1089, decode.d4.loss_mask: 0.8048, decode.d4.loss_dice: 1.2502, decode.d5.loss_cls: 1.0942, decode.d5.loss_mask: 0.8043, decode.d5.loss_dice: 1.2383, decode.d6.loss_cls: 1.0938, decode.d6.loss_mask: 0.8032, decode.d6.loss_dice: 1.2411, decode.d7.loss_cls: 1.0924, decode.d7.loss_mask: 0.8114, decode.d7.loss_dice: 1.2420, decode.d8.loss_cls: 1.0852, decode.d8.loss_mask: 0.8054, decode.d8.loss_dice: 1.2413, loss: 37.7714 2022-04-26 03:12:44,664 - mmseg - INFO - Iter [8350/160000] lr: 1.361e-06, eta: 1 day, 23:00:24, time: 1.112, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0537, decode.loss_mask: 0.8086, decode.loss_dice: 1.2279, decode.d0.loss_cls: 6.7411, decode.d0.loss_mask: 0.7904, decode.d0.loss_dice: 1.4187, decode.d1.loss_cls: 1.2520, decode.d1.loss_mask: 0.8208, decode.d1.loss_dice: 1.2989, decode.d2.loss_cls: 1.0908, decode.d2.loss_mask: 0.8064, decode.d2.loss_dice: 1.2506, decode.d3.loss_cls: 1.0609, decode.d3.loss_mask: 0.8029, decode.d3.loss_dice: 1.2304, decode.d4.loss_cls: 1.0588, decode.d4.loss_mask: 0.8094, decode.d4.loss_dice: 1.2283, decode.d5.loss_cls: 1.0417, decode.d5.loss_mask: 0.8117, decode.d5.loss_dice: 1.2351, decode.d6.loss_cls: 1.0460, decode.d6.loss_mask: 0.8103, decode.d6.loss_dice: 1.2272, decode.d7.loss_cls: 1.0485, decode.d7.loss_mask: 0.8063, decode.d7.loss_dice: 1.2258, decode.d8.loss_cls: 1.0513, decode.d8.loss_mask: 0.8038, decode.d8.loss_dice: 1.2324, loss: 37.0907 2022-04-26 03:13:40,807 - mmseg - INFO - Iter [8400/160000] lr: 1.360e-06, eta: 1 day, 22:59:35, time: 1.123, data_time: 0.017, memory: 64049, decode.loss_cls: 1.0790, decode.loss_mask: 0.8103, decode.loss_dice: 1.1929, decode.d0.loss_cls: 6.7048, decode.d0.loss_mask: 0.7955, decode.d0.loss_dice: 1.3794, decode.d1.loss_cls: 1.2513, decode.d1.loss_mask: 0.8209, decode.d1.loss_dice: 1.2635, decode.d2.loss_cls: 1.1195, decode.d2.loss_mask: 0.8080, decode.d2.loss_dice: 1.2168, decode.d3.loss_cls: 1.0925, decode.d3.loss_mask: 0.8134, decode.d3.loss_dice: 1.1955, decode.d4.loss_cls: 1.0870, decode.d4.loss_mask: 0.8120, decode.d4.loss_dice: 1.2014, decode.d5.loss_cls: 1.0799, decode.d5.loss_mask: 0.8114, decode.d5.loss_dice: 1.1970, decode.d6.loss_cls: 1.0679, decode.d6.loss_mask: 0.8109, decode.d6.loss_dice: 1.1942, decode.d7.loss_cls: 1.0719, decode.d7.loss_mask: 0.8143, decode.d7.loss_dice: 1.1945, decode.d8.loss_cls: 1.0717, decode.d8.loss_mask: 0.8112, decode.d8.loss_dice: 1.1956, loss: 36.9641 2022-04-26 03:14:35,762 - mmseg - INFO - Iter [8450/160000] lr: 1.360e-06, eta: 1 day, 22:58:24, time: 1.099, data_time: 0.017, memory: 64049, decode.loss_cls: 1.0444, decode.loss_mask: 0.7947, decode.loss_dice: 1.1969, decode.d0.loss_cls: 6.6493, decode.d0.loss_mask: 0.7832, decode.d0.loss_dice: 1.3943, decode.d1.loss_cls: 1.2381, decode.d1.loss_mask: 0.8132, decode.d1.loss_dice: 1.2854, decode.d2.loss_cls: 1.1004, decode.d2.loss_mask: 0.7986, decode.d2.loss_dice: 1.2356, decode.d3.loss_cls: 1.0655, decode.d3.loss_mask: 0.8004, decode.d3.loss_dice: 1.2170, decode.d4.loss_cls: 1.0540, decode.d4.loss_mask: 0.7969, decode.d4.loss_dice: 1.2042, decode.d5.loss_cls: 1.0434, decode.d5.loss_mask: 0.7997, decode.d5.loss_dice: 1.2089, decode.d6.loss_cls: 1.0372, decode.d6.loss_mask: 0.7996, decode.d6.loss_dice: 1.2048, decode.d7.loss_cls: 1.0432, decode.d7.loss_mask: 0.7955, decode.d7.loss_dice: 1.2016, decode.d8.loss_cls: 1.0411, decode.d8.loss_mask: 0.7906, decode.d8.loss_dice: 1.1973, loss: 36.6350 2022-04-26 03:15:30,791 - mmseg - INFO - Iter [8500/160000] lr: 1.360e-06, eta: 1 day, 22:57:14, time: 1.101, data_time: 0.018, memory: 64049, decode.loss_cls: 1.0852, decode.loss_mask: 0.8115, decode.loss_dice: 1.2149, decode.d0.loss_cls: 6.6360, decode.d0.loss_mask: 0.8048, decode.d0.loss_dice: 1.4164, decode.d1.loss_cls: 1.2837, decode.d1.loss_mask: 0.8191, decode.d1.loss_dice: 1.2809, decode.d2.loss_cls: 1.1279, decode.d2.loss_mask: 0.8081, decode.d2.loss_dice: 1.2330, decode.d3.loss_cls: 1.0988, decode.d3.loss_mask: 0.8033, decode.d3.loss_dice: 1.2087, decode.d4.loss_cls: 1.0802, decode.d4.loss_mask: 0.8128, decode.d4.loss_dice: 1.2188, decode.d5.loss_cls: 1.0813, decode.d5.loss_mask: 0.8079, decode.d5.loss_dice: 1.2138, decode.d6.loss_cls: 1.0693, decode.d6.loss_mask: 0.8098, decode.d6.loss_dice: 1.2149, decode.d7.loss_cls: 1.0736, decode.d7.loss_mask: 0.8054, decode.d7.loss_dice: 1.2163, decode.d8.loss_cls: 1.0767, decode.d8.loss_mask: 0.8101, decode.d8.loss_dice: 1.2103, loss: 37.1335 2022-04-26 03:16:26,491 - mmseg - INFO - Iter [8550/160000] lr: 1.359e-06, eta: 1 day, 22:56:17, time: 1.114, data_time: 0.017, memory: 64049, decode.loss_cls: 1.0570, decode.loss_mask: 0.7942, decode.loss_dice: 1.2043, decode.d0.loss_cls: 6.6055, decode.d0.loss_mask: 0.7736, decode.d0.loss_dice: 1.3881, decode.d1.loss_cls: 1.2444, decode.d1.loss_mask: 0.7997, decode.d1.loss_dice: 1.2771, decode.d2.loss_cls: 1.1087, decode.d2.loss_mask: 0.7846, decode.d2.loss_dice: 1.2294, decode.d3.loss_cls: 1.0794, decode.d3.loss_mask: 0.7897, decode.d3.loss_dice: 1.2072, decode.d4.loss_cls: 1.0721, decode.d4.loss_mask: 0.7869, decode.d4.loss_dice: 1.2198, decode.d5.loss_cls: 1.0523, decode.d5.loss_mask: 0.7889, decode.d5.loss_dice: 1.2116, decode.d6.loss_cls: 1.0599, decode.d6.loss_mask: 0.7894, decode.d6.loss_dice: 1.2089, decode.d7.loss_cls: 1.0508, decode.d7.loss_mask: 0.7898, decode.d7.loss_dice: 1.2108, decode.d8.loss_cls: 1.0578, decode.d8.loss_mask: 0.7929, decode.d8.loss_dice: 1.2084, loss: 36.6433 2022-04-26 03:17:22,012 - mmseg - INFO - Iter [8600/160000] lr: 1.359e-06, eta: 1 day, 22:55:17, time: 1.110, data_time: 0.015, memory: 64049, decode.loss_cls: 1.0792, decode.loss_mask: 0.7989, decode.loss_dice: 1.2072, decode.d0.loss_cls: 6.5833, decode.d0.loss_mask: 0.7900, decode.d0.loss_dice: 1.3920, decode.d1.loss_cls: 1.2575, decode.d1.loss_mask: 0.8222, decode.d1.loss_dice: 1.2947, decode.d2.loss_cls: 1.1299, decode.d2.loss_mask: 0.8044, decode.d2.loss_dice: 1.2336, decode.d3.loss_cls: 1.0960, decode.d3.loss_mask: 0.7944, decode.d3.loss_dice: 1.2104, decode.d4.loss_cls: 1.0836, decode.d4.loss_mask: 0.7990, decode.d4.loss_dice: 1.2169, decode.d5.loss_cls: 1.0696, decode.d5.loss_mask: 0.8014, decode.d5.loss_dice: 1.2079, decode.d6.loss_cls: 1.0695, decode.d6.loss_mask: 0.7978, decode.d6.loss_dice: 1.2007, decode.d7.loss_cls: 1.0677, decode.d7.loss_mask: 0.8003, decode.d7.loss_dice: 1.2035, decode.d8.loss_cls: 1.0775, decode.d8.loss_mask: 0.8001, decode.d8.loss_dice: 1.2051, loss: 36.8944 2022-04-26 03:18:17,306 - mmseg - INFO - Iter [8650/160000] lr: 1.358e-06, eta: 1 day, 22:54:12, time: 1.106, data_time: 0.015, memory: 64049, decode.loss_cls: 1.0498, decode.loss_mask: 0.7896, decode.loss_dice: 1.1864, decode.d0.loss_cls: 6.5610, decode.d0.loss_mask: 0.7879, decode.d0.loss_dice: 1.3702, decode.d1.loss_cls: 1.2392, decode.d1.loss_mask: 0.8090, decode.d1.loss_dice: 1.2583, decode.d2.loss_cls: 1.1151, decode.d2.loss_mask: 0.7927, decode.d2.loss_dice: 1.2086, decode.d3.loss_cls: 1.0716, decode.d3.loss_mask: 0.7893, decode.d3.loss_dice: 1.1820, decode.d4.loss_cls: 1.0530, decode.d4.loss_mask: 0.7895, decode.d4.loss_dice: 1.1900, decode.d5.loss_cls: 1.0462, decode.d5.loss_mask: 0.7938, decode.d5.loss_dice: 1.1850, decode.d6.loss_cls: 1.0424, decode.d6.loss_mask: 0.7899, decode.d6.loss_dice: 1.1843, decode.d7.loss_cls: 1.0419, decode.d7.loss_mask: 0.7903, decode.d7.loss_dice: 1.1890, decode.d8.loss_cls: 1.0434, decode.d8.loss_mask: 0.7875, decode.d8.loss_dice: 1.1898, loss: 36.3265 2022-04-26 03:19:12,955 - mmseg - INFO - Iter [8700/160000] lr: 1.358e-06, eta: 1 day, 22:53:14, time: 1.113, data_time: 0.017, memory: 64049, decode.loss_cls: 1.0900, decode.loss_mask: 0.8060, decode.loss_dice: 1.2119, decode.d0.loss_cls: 6.5460, decode.d0.loss_mask: 0.7937, decode.d0.loss_dice: 1.4064, decode.d1.loss_cls: 1.2817, decode.d1.loss_mask: 0.8236, decode.d1.loss_dice: 1.2889, decode.d2.loss_cls: 1.1370, decode.d2.loss_mask: 0.8120, decode.d2.loss_dice: 1.2339, decode.d3.loss_cls: 1.1015, decode.d3.loss_mask: 0.8103, decode.d3.loss_dice: 1.2122, decode.d4.loss_cls: 1.0925, decode.d4.loss_mask: 0.8112, decode.d4.loss_dice: 1.2151, decode.d5.loss_cls: 1.0770, decode.d5.loss_mask: 0.8069, decode.d5.loss_dice: 1.2101, decode.d6.loss_cls: 1.0835, decode.d6.loss_mask: 0.8050, decode.d6.loss_dice: 1.2035, decode.d7.loss_cls: 1.0864, decode.d7.loss_mask: 0.8092, decode.d7.loss_dice: 1.2080, decode.d8.loss_cls: 1.0846, decode.d8.loss_mask: 0.8027, decode.d8.loss_dice: 1.2061, loss: 37.0566 2022-04-26 03:20:07,962 - mmseg - INFO - Iter [8750/160000] lr: 1.357e-06, eta: 1 day, 22:52:05, time: 1.100, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0664, decode.loss_mask: 0.8127, decode.loss_dice: 1.2363, decode.d0.loss_cls: 6.4890, decode.d0.loss_mask: 0.7976, decode.d0.loss_dice: 1.4103, decode.d1.loss_cls: 1.2507, decode.d1.loss_mask: 0.8236, decode.d1.loss_dice: 1.3032, decode.d2.loss_cls: 1.1072, decode.d2.loss_mask: 0.8209, decode.d2.loss_dice: 1.2574, decode.d3.loss_cls: 1.0880, decode.d3.loss_mask: 0.8140, decode.d3.loss_dice: 1.2409, decode.d4.loss_cls: 1.0741, decode.d4.loss_mask: 0.8157, decode.d4.loss_dice: 1.2453, decode.d5.loss_cls: 1.0579, decode.d5.loss_mask: 0.8221, decode.d5.loss_dice: 1.2503, decode.d6.loss_cls: 1.0684, decode.d6.loss_mask: 0.8165, decode.d6.loss_dice: 1.2414, decode.d7.loss_cls: 1.0717, decode.d7.loss_mask: 0.8180, decode.d7.loss_dice: 1.2460, decode.d8.loss_cls: 1.0673, decode.d8.loss_mask: 0.8124, decode.d8.loss_dice: 1.2376, loss: 37.1628 2022-04-26 03:21:03,014 - mmseg - INFO - Iter [8800/160000] lr: 1.357e-06, eta: 1 day, 22:50:57, time: 1.101, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0286, decode.loss_mask: 0.7823, decode.loss_dice: 1.1784, decode.d0.loss_cls: 6.4698, decode.d0.loss_mask: 0.7739, decode.d0.loss_dice: 1.3687, decode.d1.loss_cls: 1.2357, decode.d1.loss_mask: 0.7864, decode.d1.loss_dice: 1.2461, decode.d2.loss_cls: 1.0907, decode.d2.loss_mask: 0.7806, decode.d2.loss_dice: 1.2006, decode.d3.loss_cls: 1.0571, decode.d3.loss_mask: 0.7782, decode.d3.loss_dice: 1.1822, decode.d4.loss_cls: 1.0417, decode.d4.loss_mask: 0.7767, decode.d4.loss_dice: 1.1833, decode.d5.loss_cls: 1.0442, decode.d5.loss_mask: 0.7721, decode.d5.loss_dice: 1.1760, decode.d6.loss_cls: 1.0349, decode.d6.loss_mask: 0.7775, decode.d6.loss_dice: 1.1685, decode.d7.loss_cls: 1.0412, decode.d7.loss_mask: 0.7721, decode.d7.loss_dice: 1.1706, decode.d8.loss_cls: 1.0255, decode.d8.loss_mask: 0.7790, decode.d8.loss_dice: 1.1686, loss: 35.8914 2022-04-26 03:22:01,284 - mmseg - INFO - Iter [8850/160000] lr: 1.356e-06, eta: 1 day, 22:50:44, time: 1.165, data_time: 0.065, memory: 64049, decode.loss_cls: 1.0556, decode.loss_mask: 0.7687, decode.loss_dice: 1.1973, decode.d0.loss_cls: 6.4440, decode.d0.loss_mask: 0.7484, decode.d0.loss_dice: 1.3866, decode.d1.loss_cls: 1.2398, decode.d1.loss_mask: 0.7791, decode.d1.loss_dice: 1.2760, decode.d2.loss_cls: 1.0963, decode.d2.loss_mask: 0.7718, decode.d2.loss_dice: 1.2286, decode.d3.loss_cls: 1.0582, decode.d3.loss_mask: 0.7751, decode.d3.loss_dice: 1.2037, decode.d4.loss_cls: 1.0555, decode.d4.loss_mask: 0.7695, decode.d4.loss_dice: 1.2075, decode.d5.loss_cls: 1.0457, decode.d5.loss_mask: 0.7740, decode.d5.loss_dice: 1.2069, decode.d6.loss_cls: 1.0492, decode.d6.loss_mask: 0.7716, decode.d6.loss_dice: 1.2010, decode.d7.loss_cls: 1.0480, decode.d7.loss_mask: 0.7699, decode.d7.loss_dice: 1.1992, decode.d8.loss_cls: 1.0529, decode.d8.loss_mask: 0.7682, decode.d8.loss_dice: 1.2012, loss: 36.1497 2022-04-26 03:22:57,407 - mmseg - INFO - Iter [8900/160000] lr: 1.356e-06, eta: 1 day, 22:49:53, time: 1.122, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9881, decode.loss_mask: 0.8214, decode.loss_dice: 1.1685, decode.d0.loss_cls: 6.4061, decode.d0.loss_mask: 0.8058, decode.d0.loss_dice: 1.3731, decode.d1.loss_cls: 1.1903, decode.d1.loss_mask: 0.8327, decode.d1.loss_dice: 1.2457, decode.d2.loss_cls: 1.0515, decode.d2.loss_mask: 0.8241, decode.d2.loss_dice: 1.1988, decode.d3.loss_cls: 1.0247, decode.d3.loss_mask: 0.8175, decode.d3.loss_dice: 1.1666, decode.d4.loss_cls: 1.0031, decode.d4.loss_mask: 0.8243, decode.d4.loss_dice: 1.1759, decode.d5.loss_cls: 1.0047, decode.d5.loss_mask: 0.8130, decode.d5.loss_dice: 1.1720, decode.d6.loss_cls: 0.9961, decode.d6.loss_mask: 0.8186, decode.d6.loss_dice: 1.1601, decode.d7.loss_cls: 0.9867, decode.d7.loss_mask: 0.8171, decode.d7.loss_dice: 1.1628, decode.d8.loss_cls: 0.9974, decode.d8.loss_mask: 0.8202, decode.d8.loss_dice: 1.1680, loss: 35.8349 2022-04-26 03:23:52,433 - mmseg - INFO - Iter [8950/160000] lr: 1.355e-06, eta: 1 day, 22:48:45, time: 1.101, data_time: 0.017, memory: 64049, decode.loss_cls: 0.9803, decode.loss_mask: 0.7897, decode.loss_dice: 1.2213, decode.d0.loss_cls: 6.3504, decode.d0.loss_mask: 0.7723, decode.d0.loss_dice: 1.3936, decode.d1.loss_cls: 1.1669, decode.d1.loss_mask: 0.8036, decode.d1.loss_dice: 1.2906, decode.d2.loss_cls: 1.0507, decode.d2.loss_mask: 0.7966, decode.d2.loss_dice: 1.2411, decode.d3.loss_cls: 0.9948, decode.d3.loss_mask: 0.7917, decode.d3.loss_dice: 1.2197, decode.d4.loss_cls: 0.9846, decode.d4.loss_mask: 0.7886, decode.d4.loss_dice: 1.2204, decode.d5.loss_cls: 0.9829, decode.d5.loss_mask: 0.7913, decode.d5.loss_dice: 1.2188, decode.d6.loss_cls: 0.9784, decode.d6.loss_mask: 0.7847, decode.d6.loss_dice: 1.2095, decode.d7.loss_cls: 0.9783, decode.d7.loss_mask: 0.7888, decode.d7.loss_dice: 1.2171, decode.d8.loss_cls: 0.9680, decode.d8.loss_mask: 0.7845, decode.d8.loss_dice: 1.2204, loss: 35.7797 2022-04-26 03:24:47,535 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 03:24:47,540 - mmseg - INFO - Iter [9000/160000] lr: 1.355e-06, eta: 1 day, 22:47:38, time: 1.102, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9815, decode.loss_mask: 0.7776, decode.loss_dice: 1.1567, decode.d0.loss_cls: 6.3682, decode.d0.loss_mask: 0.7711, decode.d0.loss_dice: 1.3613, decode.d1.loss_cls: 1.1768, decode.d1.loss_mask: 0.7986, decode.d1.loss_dice: 1.2467, decode.d2.loss_cls: 1.0326, decode.d2.loss_mask: 0.7900, decode.d2.loss_dice: 1.2011, decode.d3.loss_cls: 1.0114, decode.d3.loss_mask: 0.7788, decode.d3.loss_dice: 1.1728, decode.d4.loss_cls: 0.9984, decode.d4.loss_mask: 0.7757, decode.d4.loss_dice: 1.1700, decode.d5.loss_cls: 0.9866, decode.d5.loss_mask: 0.7764, decode.d5.loss_dice: 1.1636, decode.d6.loss_cls: 0.9814, decode.d6.loss_mask: 0.7726, decode.d6.loss_dice: 1.1612, decode.d7.loss_cls: 0.9727, decode.d7.loss_mask: 0.7767, decode.d7.loss_dice: 1.1618, decode.d8.loss_cls: 0.9825, decode.d8.loss_mask: 0.7741, decode.d8.loss_dice: 1.1650, loss: 35.2440 2022-04-26 03:25:41,965 - mmseg - INFO - Iter [9050/160000] lr: 1.355e-06, eta: 1 day, 22:46:19, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 1.0174, decode.loss_mask: 0.7969, decode.loss_dice: 1.2003, decode.d0.loss_cls: 6.3260, decode.d0.loss_mask: 0.7873, decode.d0.loss_dice: 1.3951, decode.d1.loss_cls: 1.2155, decode.d1.loss_mask: 0.8098, decode.d1.loss_dice: 1.2679, decode.d2.loss_cls: 1.0675, decode.d2.loss_mask: 0.7962, decode.d2.loss_dice: 1.2252, decode.d3.loss_cls: 1.0433, decode.d3.loss_mask: 0.7937, decode.d3.loss_dice: 1.1910, decode.d4.loss_cls: 1.0263, decode.d4.loss_mask: 0.7895, decode.d4.loss_dice: 1.2073, decode.d5.loss_cls: 1.0184, decode.d5.loss_mask: 0.7927, decode.d5.loss_dice: 1.2013, decode.d6.loss_cls: 1.0106, decode.d6.loss_mask: 0.7929, decode.d6.loss_dice: 1.1965, decode.d7.loss_cls: 1.0041, decode.d7.loss_mask: 0.7972, decode.d7.loss_dice: 1.1975, decode.d8.loss_cls: 1.0091, decode.d8.loss_mask: 0.7979, decode.d8.loss_dice: 1.1967, loss: 35.9713 2022-04-26 03:26:39,323 - mmseg - INFO - Iter [9100/160000] lr: 1.354e-06, eta: 1 day, 22:45:50, time: 1.147, data_time: 0.015, memory: 64049, decode.loss_cls: 1.0211, decode.loss_mask: 0.7863, decode.loss_dice: 1.1941, decode.d0.loss_cls: 6.2650, decode.d0.loss_mask: 0.7733, decode.d0.loss_dice: 1.3863, decode.d1.loss_cls: 1.2065, decode.d1.loss_mask: 0.8041, decode.d1.loss_dice: 1.2718, decode.d2.loss_cls: 1.0673, decode.d2.loss_mask: 0.7857, decode.d2.loss_dice: 1.2131, decode.d3.loss_cls: 1.0402, decode.d3.loss_mask: 0.7798, decode.d3.loss_dice: 1.1915, decode.d4.loss_cls: 1.0350, decode.d4.loss_mask: 0.7866, decode.d4.loss_dice: 1.2001, decode.d5.loss_cls: 1.0229, decode.d5.loss_mask: 0.7822, decode.d5.loss_dice: 1.2005, decode.d6.loss_cls: 1.0219, decode.d6.loss_mask: 0.7849, decode.d6.loss_dice: 1.2000, decode.d7.loss_cls: 1.0157, decode.d7.loss_mask: 0.7877, decode.d7.loss_dice: 1.2038, decode.d8.loss_cls: 1.0210, decode.d8.loss_mask: 0.7865, decode.d8.loss_dice: 1.2015, loss: 35.8364 2022-04-26 03:27:34,426 - mmseg - INFO - Iter [9150/160000] lr: 1.354e-06, eta: 1 day, 22:44:43, time: 1.102, data_time: 0.018, memory: 64049, decode.loss_cls: 1.0145, decode.loss_mask: 0.7761, decode.loss_dice: 1.1632, decode.d0.loss_cls: 6.2756, decode.d0.loss_mask: 0.7684, decode.d0.loss_dice: 1.3547, decode.d1.loss_cls: 1.2123, decode.d1.loss_mask: 0.7804, decode.d1.loss_dice: 1.2383, decode.d2.loss_cls: 1.0657, decode.d2.loss_mask: 0.7693, decode.d2.loss_dice: 1.1931, decode.d3.loss_cls: 1.0324, decode.d3.loss_mask: 0.7677, decode.d3.loss_dice: 1.1675, decode.d4.loss_cls: 1.0235, decode.d4.loss_mask: 0.7695, decode.d4.loss_dice: 1.1658, decode.d5.loss_cls: 1.0252, decode.d5.loss_mask: 0.7669, decode.d5.loss_dice: 1.1664, decode.d6.loss_cls: 1.0140, decode.d6.loss_mask: 0.7676, decode.d6.loss_dice: 1.1597, decode.d7.loss_cls: 1.0102, decode.d7.loss_mask: 0.7731, decode.d7.loss_dice: 1.1585, decode.d8.loss_cls: 1.0123, decode.d8.loss_mask: 0.7652, decode.d8.loss_dice: 1.1605, loss: 35.3176 2022-04-26 03:28:28,983 - mmseg - INFO - Iter [9200/160000] lr: 1.353e-06, eta: 1 day, 22:43:27, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0234, decode.loss_mask: 0.7972, decode.loss_dice: 1.2066, decode.d0.loss_cls: 6.2557, decode.d0.loss_mask: 0.7791, decode.d0.loss_dice: 1.3775, decode.d1.loss_cls: 1.2195, decode.d1.loss_mask: 0.8140, decode.d1.loss_dice: 1.2830, decode.d2.loss_cls: 1.0848, decode.d2.loss_mask: 0.7993, decode.d2.loss_dice: 1.2288, decode.d3.loss_cls: 1.0575, decode.d3.loss_mask: 0.7954, decode.d3.loss_dice: 1.2033, decode.d4.loss_cls: 1.0408, decode.d4.loss_mask: 0.7987, decode.d4.loss_dice: 1.2121, decode.d5.loss_cls: 1.0397, decode.d5.loss_mask: 0.7927, decode.d5.loss_dice: 1.2094, decode.d6.loss_cls: 1.0220, decode.d6.loss_mask: 0.8003, decode.d6.loss_dice: 1.2026, decode.d7.loss_cls: 1.0270, decode.d7.loss_mask: 0.7964, decode.d7.loss_dice: 1.2118, decode.d8.loss_cls: 1.0222, decode.d8.loss_mask: 0.7960, decode.d8.loss_dice: 1.2024, loss: 36.0992 2022-04-26 03:29:24,144 - mmseg - INFO - Iter [9250/160000] lr: 1.353e-06, eta: 1 day, 22:42:21, time: 1.103, data_time: 0.017, memory: 64049, decode.loss_cls: 1.0030, decode.loss_mask: 0.7614, decode.loss_dice: 1.1613, decode.d0.loss_cls: 6.2286, decode.d0.loss_mask: 0.7592, decode.d0.loss_dice: 1.3451, decode.d1.loss_cls: 1.2073, decode.d1.loss_mask: 0.7765, decode.d1.loss_dice: 1.2304, decode.d2.loss_cls: 1.0549, decode.d2.loss_mask: 0.7642, decode.d2.loss_dice: 1.1868, decode.d3.loss_cls: 1.0228, decode.d3.loss_mask: 0.7547, decode.d3.loss_dice: 1.1671, decode.d4.loss_cls: 1.0079, decode.d4.loss_mask: 0.7605, decode.d4.loss_dice: 1.1680, decode.d5.loss_cls: 0.9949, decode.d5.loss_mask: 0.7614, decode.d5.loss_dice: 1.1629, decode.d6.loss_cls: 1.0104, decode.d6.loss_mask: 0.7530, decode.d6.loss_dice: 1.1553, decode.d7.loss_cls: 0.9991, decode.d7.loss_mask: 0.7576, decode.d7.loss_dice: 1.1618, decode.d8.loss_cls: 1.0065, decode.d8.loss_mask: 0.7623, decode.d8.loss_dice: 1.1595, loss: 35.0444 2022-04-26 03:30:19,234 - mmseg - INFO - Iter [9300/160000] lr: 1.352e-06, eta: 1 day, 22:41:14, time: 1.102, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0155, decode.loss_mask: 0.8049, decode.loss_dice: 1.2047, decode.d0.loss_cls: 6.2246, decode.d0.loss_mask: 0.7850, decode.d0.loss_dice: 1.3960, decode.d1.loss_cls: 1.1849, decode.d1.loss_mask: 0.8121, decode.d1.loss_dice: 1.2870, decode.d2.loss_cls: 1.0492, decode.d2.loss_mask: 0.8020, decode.d2.loss_dice: 1.2342, decode.d3.loss_cls: 1.0230, decode.d3.loss_mask: 0.8021, decode.d3.loss_dice: 1.2102, decode.d4.loss_cls: 1.0122, decode.d4.loss_mask: 0.8028, decode.d4.loss_dice: 1.2126, decode.d5.loss_cls: 0.9963, decode.d5.loss_mask: 0.8029, decode.d5.loss_dice: 1.2184, decode.d6.loss_cls: 0.9991, decode.d6.loss_mask: 0.8057, decode.d6.loss_dice: 1.2185, decode.d7.loss_cls: 0.9990, decode.d7.loss_mask: 0.7990, decode.d7.loss_dice: 1.2180, decode.d8.loss_cls: 1.0011, decode.d8.loss_mask: 0.8024, decode.d8.loss_dice: 1.2184, loss: 35.9417 2022-04-26 03:31:14,206 - mmseg - INFO - Iter [9350/160000] lr: 1.352e-06, eta: 1 day, 22:40:06, time: 1.100, data_time: 0.017, memory: 64049, decode.loss_cls: 1.0150, decode.loss_mask: 0.8147, decode.loss_dice: 1.1989, decode.d0.loss_cls: 6.1418, decode.d0.loss_mask: 0.8083, decode.d0.loss_dice: 1.3729, decode.d1.loss_cls: 1.1888, decode.d1.loss_mask: 0.8305, decode.d1.loss_dice: 1.2564, decode.d2.loss_cls: 1.0652, decode.d2.loss_mask: 0.8205, decode.d2.loss_dice: 1.2103, decode.d3.loss_cls: 1.0379, decode.d3.loss_mask: 0.8115, decode.d3.loss_dice: 1.1900, decode.d4.loss_cls: 1.0349, decode.d4.loss_mask: 0.8068, decode.d4.loss_dice: 1.1979, decode.d5.loss_cls: 1.0226, decode.d5.loss_mask: 0.8072, decode.d5.loss_dice: 1.1975, decode.d6.loss_cls: 1.0184, decode.d6.loss_mask: 0.8049, decode.d6.loss_dice: 1.1914, decode.d7.loss_cls: 1.0195, decode.d7.loss_mask: 0.8040, decode.d7.loss_dice: 1.1870, decode.d8.loss_cls: 1.0100, decode.d8.loss_mask: 0.8065, decode.d8.loss_dice: 1.1944, loss: 35.8657 2022-04-26 03:32:10,341 - mmseg - INFO - Iter [9400/160000] lr: 1.351e-06, eta: 1 day, 22:39:16, time: 1.123, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0130, decode.loss_mask: 0.7784, decode.loss_dice: 1.1543, decode.d0.loss_cls: 6.1247, decode.d0.loss_mask: 0.7662, decode.d0.loss_dice: 1.3325, decode.d1.loss_cls: 1.1932, decode.d1.loss_mask: 0.7953, decode.d1.loss_dice: 1.2144, decode.d2.loss_cls: 1.0657, decode.d2.loss_mask: 0.7767, decode.d2.loss_dice: 1.1701, decode.d3.loss_cls: 1.0263, decode.d3.loss_mask: 0.7720, decode.d3.loss_dice: 1.1580, decode.d4.loss_cls: 1.0109, decode.d4.loss_mask: 0.7813, decode.d4.loss_dice: 1.1584, decode.d5.loss_cls: 1.0043, decode.d5.loss_mask: 0.7780, decode.d5.loss_dice: 1.1551, decode.d6.loss_cls: 0.9994, decode.d6.loss_mask: 0.7794, decode.d6.loss_dice: 1.1454, decode.d7.loss_cls: 1.0105, decode.d7.loss_mask: 0.7742, decode.d7.loss_dice: 1.1546, decode.d8.loss_cls: 1.0011, decode.d8.loss_mask: 0.7780, decode.d8.loss_dice: 1.1557, loss: 35.0270 2022-04-26 03:33:05,348 - mmseg - INFO - Iter [9450/160000] lr: 1.351e-06, eta: 1 day, 22:38:08, time: 1.100, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0034, decode.loss_mask: 0.7872, decode.loss_dice: 1.1732, decode.d0.loss_cls: 6.0707, decode.d0.loss_mask: 0.7922, decode.d0.loss_dice: 1.3718, decode.d1.loss_cls: 1.1880, decode.d1.loss_mask: 0.8078, decode.d1.loss_dice: 1.2456, decode.d2.loss_cls: 1.0525, decode.d2.loss_mask: 0.7980, decode.d2.loss_dice: 1.2052, decode.d3.loss_cls: 1.0254, decode.d3.loss_mask: 0.7998, decode.d3.loss_dice: 1.1798, decode.d4.loss_cls: 1.0185, decode.d4.loss_mask: 0.7920, decode.d4.loss_dice: 1.1864, decode.d5.loss_cls: 1.0050, decode.d5.loss_mask: 0.7913, decode.d5.loss_dice: 1.1779, decode.d6.loss_cls: 0.9934, decode.d6.loss_mask: 0.7879, decode.d6.loss_dice: 1.1708, decode.d7.loss_cls: 0.9968, decode.d7.loss_mask: 0.7864, decode.d7.loss_dice: 1.1749, decode.d8.loss_cls: 0.9912, decode.d8.loss_mask: 0.7873, decode.d8.loss_dice: 1.1735, loss: 35.3339 2022-04-26 03:34:00,791 - mmseg - INFO - Iter [9500/160000] lr: 1.351e-06, eta: 1 day, 22:37:08, time: 1.109, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0161, decode.loss_mask: 0.7688, decode.loss_dice: 1.1873, decode.d0.loss_cls: 6.0686, decode.d0.loss_mask: 0.7525, decode.d0.loss_dice: 1.3790, decode.d1.loss_cls: 1.2123, decode.d1.loss_mask: 0.7856, decode.d1.loss_dice: 1.2643, decode.d2.loss_cls: 1.0717, decode.d2.loss_mask: 0.7665, decode.d2.loss_dice: 1.2151, decode.d3.loss_cls: 1.0402, decode.d3.loss_mask: 0.7629, decode.d3.loss_dice: 1.1905, decode.d4.loss_cls: 1.0330, decode.d4.loss_mask: 0.7627, decode.d4.loss_dice: 1.1848, decode.d5.loss_cls: 1.0225, decode.d5.loss_mask: 0.7643, decode.d5.loss_dice: 1.1841, decode.d6.loss_cls: 1.0069, decode.d6.loss_mask: 0.7725, decode.d6.loss_dice: 1.1856, decode.d7.loss_cls: 1.0228, decode.d7.loss_mask: 0.7711, decode.d7.loss_dice: 1.1818, decode.d8.loss_cls: 1.0053, decode.d8.loss_mask: 0.7736, decode.d8.loss_dice: 1.1878, loss: 35.3402 2022-04-26 03:34:55,779 - mmseg - INFO - Iter [9550/160000] lr: 1.350e-06, eta: 1 day, 22:36:00, time: 1.100, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9787, decode.loss_mask: 0.8000, decode.loss_dice: 1.1610, decode.d0.loss_cls: 6.0371, decode.d0.loss_mask: 0.7833, decode.d0.loss_dice: 1.3454, decode.d1.loss_cls: 1.1638, decode.d1.loss_mask: 0.8060, decode.d1.loss_dice: 1.2235, decode.d2.loss_cls: 1.0386, decode.d2.loss_mask: 0.8027, decode.d2.loss_dice: 1.1726, decode.d3.loss_cls: 1.0084, decode.d3.loss_mask: 0.8001, decode.d3.loss_dice: 1.1570, decode.d4.loss_cls: 0.9974, decode.d4.loss_mask: 0.7987, decode.d4.loss_dice: 1.1587, decode.d5.loss_cls: 0.9799, decode.d5.loss_mask: 0.7966, decode.d5.loss_dice: 1.1557, decode.d6.loss_cls: 0.9793, decode.d6.loss_mask: 0.7924, decode.d6.loss_dice: 1.1502, decode.d7.loss_cls: 0.9785, decode.d7.loss_mask: 0.7948, decode.d7.loss_dice: 1.1595, decode.d8.loss_cls: 0.9761, decode.d8.loss_mask: 0.7963, decode.d8.loss_dice: 1.1541, loss: 34.9465 2022-04-26 03:35:50,532 - mmseg - INFO - Iter [9600/160000] lr: 1.350e-06, eta: 1 day, 22:34:48, time: 1.095, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9496, decode.loss_mask: 0.7676, decode.loss_dice: 1.1702, decode.d0.loss_cls: 5.9885, decode.d0.loss_mask: 0.7685, decode.d0.loss_dice: 1.3439, decode.d1.loss_cls: 1.1394, decode.d1.loss_mask: 0.7781, decode.d1.loss_dice: 1.2300, decode.d2.loss_cls: 1.0096, decode.d2.loss_mask: 0.7694, decode.d2.loss_dice: 1.1913, decode.d3.loss_cls: 0.9684, decode.d3.loss_mask: 0.7695, decode.d3.loss_dice: 1.1655, decode.d4.loss_cls: 0.9623, decode.d4.loss_mask: 0.7688, decode.d4.loss_dice: 1.1720, decode.d5.loss_cls: 0.9605, decode.d5.loss_mask: 0.7623, decode.d5.loss_dice: 1.1695, decode.d6.loss_cls: 0.9421, decode.d6.loss_mask: 0.7629, decode.d6.loss_dice: 1.1607, decode.d7.loss_cls: 0.9489, decode.d7.loss_mask: 0.7627, decode.d7.loss_dice: 1.1647, decode.d8.loss_cls: 0.9494, decode.d8.loss_mask: 0.7641, decode.d8.loss_dice: 1.1636, loss: 34.4242 2022-04-26 03:36:45,065 - mmseg - INFO - Iter [9650/160000] lr: 1.349e-06, eta: 1 day, 22:33:34, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0085, decode.loss_mask: 0.7749, decode.loss_dice: 1.1735, decode.d0.loss_cls: 5.9671, decode.d0.loss_mask: 0.7623, decode.d0.loss_dice: 1.3466, decode.d1.loss_cls: 1.1784, decode.d1.loss_mask: 0.7917, decode.d1.loss_dice: 1.2389, decode.d2.loss_cls: 1.0598, decode.d2.loss_mask: 0.7726, decode.d2.loss_dice: 1.1888, decode.d3.loss_cls: 1.0323, decode.d3.loss_mask: 0.7643, decode.d3.loss_dice: 1.1620, decode.d4.loss_cls: 1.0209, decode.d4.loss_mask: 0.7679, decode.d4.loss_dice: 1.1709, decode.d5.loss_cls: 1.0061, decode.d5.loss_mask: 0.7702, decode.d5.loss_dice: 1.1694, decode.d6.loss_cls: 0.9986, decode.d6.loss_mask: 0.7695, decode.d6.loss_dice: 1.1678, decode.d7.loss_cls: 0.9965, decode.d7.loss_mask: 0.7686, decode.d7.loss_dice: 1.1667, decode.d8.loss_cls: 0.9941, decode.d8.loss_mask: 0.7791, decode.d8.loss_dice: 1.1721, loss: 34.9400 2022-04-26 03:37:39,661 - mmseg - INFO - Iter [9700/160000] lr: 1.349e-06, eta: 1 day, 22:32:20, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9484, decode.loss_mask: 0.8072, decode.loss_dice: 1.1927, decode.d0.loss_cls: 5.9463, decode.d0.loss_mask: 0.8104, decode.d0.loss_dice: 1.3747, decode.d1.loss_cls: 1.1469, decode.d1.loss_mask: 0.8198, decode.d1.loss_dice: 1.2552, decode.d2.loss_cls: 1.0170, decode.d2.loss_mask: 0.8135, decode.d2.loss_dice: 1.2190, decode.d3.loss_cls: 0.9789, decode.d3.loss_mask: 0.8113, decode.d3.loss_dice: 1.1964, decode.d4.loss_cls: 0.9615, decode.d4.loss_mask: 0.8072, decode.d4.loss_dice: 1.1994, decode.d5.loss_cls: 0.9485, decode.d5.loss_mask: 0.8076, decode.d5.loss_dice: 1.1980, decode.d6.loss_cls: 0.9472, decode.d6.loss_mask: 0.8079, decode.d6.loss_dice: 1.1877, decode.d7.loss_cls: 0.9431, decode.d7.loss_mask: 0.8045, decode.d7.loss_dice: 1.1905, decode.d8.loss_cls: 0.9375, decode.d8.loss_mask: 0.8034, decode.d8.loss_dice: 1.1948, loss: 35.0767 2022-04-26 03:38:34,397 - mmseg - INFO - Iter [9750/160000] lr: 1.348e-06, eta: 1 day, 22:31:09, time: 1.094, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9724, decode.loss_mask: 0.7949, decode.loss_dice: 1.1715, decode.d0.loss_cls: 5.9058, decode.d0.loss_mask: 0.7832, decode.d0.loss_dice: 1.3469, decode.d1.loss_cls: 1.1438, decode.d1.loss_mask: 0.8100, decode.d1.loss_dice: 1.2474, decode.d2.loss_cls: 1.0234, decode.d2.loss_mask: 0.7903, decode.d2.loss_dice: 1.1983, decode.d3.loss_cls: 0.9923, decode.d3.loss_mask: 0.7841, decode.d3.loss_dice: 1.1726, decode.d4.loss_cls: 0.9811, decode.d4.loss_mask: 0.7815, decode.d4.loss_dice: 1.1737, decode.d5.loss_cls: 0.9667, decode.d5.loss_mask: 0.7836, decode.d5.loss_dice: 1.1672, decode.d6.loss_cls: 0.9685, decode.d6.loss_mask: 0.7816, decode.d6.loss_dice: 1.1659, decode.d7.loss_cls: 0.9670, decode.d7.loss_mask: 0.7850, decode.d7.loss_dice: 1.1701, decode.d8.loss_cls: 0.9732, decode.d8.loss_mask: 0.7891, decode.d8.loss_dice: 1.1725, loss: 34.7637 2022-04-26 03:39:30,319 - mmseg - INFO - Iter [9800/160000] lr: 1.348e-06, eta: 1 day, 22:30:16, time: 1.119, data_time: 0.015, memory: 64049, decode.loss_cls: 1.0460, decode.loss_mask: 0.7855, decode.loss_dice: 1.1796, decode.d0.loss_cls: 5.9481, decode.d0.loss_mask: 0.7790, decode.d0.loss_dice: 1.3597, decode.d1.loss_cls: 1.2461, decode.d1.loss_mask: 0.8012, decode.d1.loss_dice: 1.2452, decode.d2.loss_cls: 1.1005, decode.d2.loss_mask: 0.7832, decode.d2.loss_dice: 1.1984, decode.d3.loss_cls: 1.0712, decode.d3.loss_mask: 0.7767, decode.d3.loss_dice: 1.1693, decode.d4.loss_cls: 1.0620, decode.d4.loss_mask: 0.7774, decode.d4.loss_dice: 1.1664, decode.d5.loss_cls: 1.0563, decode.d5.loss_mask: 0.7772, decode.d5.loss_dice: 1.1660, decode.d6.loss_cls: 1.0461, decode.d6.loss_mask: 0.7816, decode.d6.loss_dice: 1.1642, decode.d7.loss_cls: 1.0430, decode.d7.loss_mask: 0.7812, decode.d7.loss_dice: 1.1713, decode.d8.loss_cls: 1.0403, decode.d8.loss_mask: 0.7889, decode.d8.loss_dice: 1.1656, loss: 35.4772 2022-04-26 03:40:25,434 - mmseg - INFO - Iter [9850/160000] lr: 1.347e-06, eta: 1 day, 22:29:11, time: 1.102, data_time: 0.015, memory: 64049, decode.loss_cls: 0.9678, decode.loss_mask: 0.7986, decode.loss_dice: 1.1833, decode.d0.loss_cls: 5.8644, decode.d0.loss_mask: 0.7897, decode.d0.loss_dice: 1.3510, decode.d1.loss_cls: 1.1447, decode.d1.loss_mask: 0.8238, decode.d1.loss_dice: 1.2536, decode.d2.loss_cls: 1.0139, decode.d2.loss_mask: 0.8052, decode.d2.loss_dice: 1.2125, decode.d3.loss_cls: 0.9933, decode.d3.loss_mask: 0.8005, decode.d3.loss_dice: 1.1831, decode.d4.loss_cls: 0.9792, decode.d4.loss_mask: 0.8047, decode.d4.loss_dice: 1.1874, decode.d5.loss_cls: 0.9748, decode.d5.loss_mask: 0.8086, decode.d5.loss_dice: 1.1877, decode.d6.loss_cls: 0.9752, decode.d6.loss_mask: 0.7984, decode.d6.loss_dice: 1.1794, decode.d7.loss_cls: 0.9679, decode.d7.loss_mask: 0.8019, decode.d7.loss_dice: 1.1838, decode.d8.loss_cls: 0.9629, decode.d8.loss_mask: 0.8026, decode.d8.loss_dice: 1.1820, loss: 34.9821 2022-04-26 03:41:21,186 - mmseg - INFO - Iter [9900/160000] lr: 1.347e-06, eta: 1 day, 22:28:16, time: 1.115, data_time: 0.017, memory: 64049, decode.loss_cls: 0.9927, decode.loss_mask: 0.7971, decode.loss_dice: 1.1765, decode.d0.loss_cls: 5.8542, decode.d0.loss_mask: 0.7949, decode.d0.loss_dice: 1.3708, decode.d1.loss_cls: 1.1968, decode.d1.loss_mask: 0.8159, decode.d1.loss_dice: 1.2461, decode.d2.loss_cls: 1.0470, decode.d2.loss_mask: 0.7958, decode.d2.loss_dice: 1.2011, decode.d3.loss_cls: 1.0158, decode.d3.loss_mask: 0.7945, decode.d3.loss_dice: 1.1810, decode.d4.loss_cls: 0.9943, decode.d4.loss_mask: 0.7956, decode.d4.loss_dice: 1.1829, decode.d5.loss_cls: 1.0062, decode.d5.loss_mask: 0.7974, decode.d5.loss_dice: 1.1806, decode.d6.loss_cls: 0.9910, decode.d6.loss_mask: 0.7940, decode.d6.loss_dice: 1.1798, decode.d7.loss_cls: 0.9932, decode.d7.loss_mask: 0.7866, decode.d7.loss_dice: 1.1854, decode.d8.loss_cls: 0.9903, decode.d8.loss_mask: 0.7935, decode.d8.loss_dice: 1.1771, loss: 35.1279 2022-04-26 03:42:16,430 - mmseg - INFO - Iter [9950/160000] lr: 1.347e-06, eta: 1 day, 22:27:13, time: 1.105, data_time: 0.017, memory: 64049, decode.loss_cls: 0.9747, decode.loss_mask: 0.7855, decode.loss_dice: 1.1932, decode.d0.loss_cls: 5.8054, decode.d0.loss_mask: 0.7811, decode.d0.loss_dice: 1.3735, decode.d1.loss_cls: 1.1842, decode.d1.loss_mask: 0.7904, decode.d1.loss_dice: 1.2549, decode.d2.loss_cls: 1.0404, decode.d2.loss_mask: 0.7726, decode.d2.loss_dice: 1.2146, decode.d3.loss_cls: 1.0105, decode.d3.loss_mask: 0.7681, decode.d3.loss_dice: 1.1876, decode.d4.loss_cls: 0.9982, decode.d4.loss_mask: 0.7747, decode.d4.loss_dice: 1.1876, decode.d5.loss_cls: 0.9889, decode.d5.loss_mask: 0.7768, decode.d5.loss_dice: 1.1919, decode.d6.loss_cls: 0.9796, decode.d6.loss_mask: 0.7746, decode.d6.loss_dice: 1.1838, decode.d7.loss_cls: 0.9875, decode.d7.loss_mask: 0.7765, decode.d7.loss_dice: 1.1839, decode.d8.loss_cls: 0.9774, decode.d8.loss_mask: 0.7846, decode.d8.loss_dice: 1.1909, loss: 34.8937 2022-04-26 03:43:12,083 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 03:43:12,085 - mmseg - INFO - Iter [10000/160000] lr: 1.346e-06, eta: 1 day, 22:26:16, time: 1.113, data_time: 0.015, memory: 64049, decode.loss_cls: 0.9918, decode.loss_mask: 0.7684, decode.loss_dice: 1.1797, decode.d0.loss_cls: 5.8267, decode.d0.loss_mask: 0.7617, decode.d0.loss_dice: 1.3618, decode.d1.loss_cls: 1.1867, decode.d1.loss_mask: 0.7873, decode.d1.loss_dice: 1.2463, decode.d2.loss_cls: 1.0553, decode.d2.loss_mask: 0.7683, decode.d2.loss_dice: 1.1996, decode.d3.loss_cls: 1.0220, decode.d3.loss_mask: 0.7638, decode.d3.loss_dice: 1.1791, decode.d4.loss_cls: 1.0084, decode.d4.loss_mask: 0.7684, decode.d4.loss_dice: 1.1766, decode.d5.loss_cls: 0.9962, decode.d5.loss_mask: 0.7606, decode.d5.loss_dice: 1.1713, decode.d6.loss_cls: 0.9918, decode.d6.loss_mask: 0.7653, decode.d6.loss_dice: 1.1679, decode.d7.loss_cls: 0.9878, decode.d7.loss_mask: 0.7699, decode.d7.loss_dice: 1.1738, decode.d8.loss_cls: 0.9932, decode.d8.loss_mask: 0.7686, decode.d8.loss_dice: 1.1741, loss: 34.7725 2022-04-26 03:44:07,273 - mmseg - INFO - Iter [10050/160000] lr: 1.346e-06, eta: 1 day, 22:25:12, time: 1.104, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9425, decode.loss_mask: 0.7812, decode.loss_dice: 1.1735, decode.d0.loss_cls: 5.7363, decode.d0.loss_mask: 0.7800, decode.d0.loss_dice: 1.3706, decode.d1.loss_cls: 1.1336, decode.d1.loss_mask: 0.7999, decode.d1.loss_dice: 1.2513, decode.d2.loss_cls: 0.9925, decode.d2.loss_mask: 0.7869, decode.d2.loss_dice: 1.2046, decode.d3.loss_cls: 0.9550, decode.d3.loss_mask: 0.7857, decode.d3.loss_dice: 1.1786, decode.d4.loss_cls: 0.9512, decode.d4.loss_mask: 0.7864, decode.d4.loss_dice: 1.1758, decode.d5.loss_cls: 0.9451, decode.d5.loss_mask: 0.7823, decode.d5.loss_dice: 1.1693, decode.d6.loss_cls: 0.9419, decode.d6.loss_mask: 0.7774, decode.d6.loss_dice: 1.1640, decode.d7.loss_cls: 0.9447, decode.d7.loss_mask: 0.7742, decode.d7.loss_dice: 1.1659, decode.d8.loss_cls: 0.9408, decode.d8.loss_mask: 0.7794, decode.d8.loss_dice: 1.1714, loss: 34.3421 2022-04-26 03:45:02,420 - mmseg - INFO - Iter [10100/160000] lr: 1.345e-06, eta: 1 day, 22:24:08, time: 1.103, data_time: 0.016, memory: 64049, decode.loss_cls: 1.0145, decode.loss_mask: 0.8039, decode.loss_dice: 1.2060, decode.d0.loss_cls: 5.7486, decode.d0.loss_mask: 0.8027, decode.d0.loss_dice: 1.3891, decode.d1.loss_cls: 1.1786, decode.d1.loss_mask: 0.8237, decode.d1.loss_dice: 1.2921, decode.d2.loss_cls: 1.0631, decode.d2.loss_mask: 0.8153, decode.d2.loss_dice: 1.2453, decode.d3.loss_cls: 1.0300, decode.d3.loss_mask: 0.8097, decode.d3.loss_dice: 1.2164, decode.d4.loss_cls: 1.0184, decode.d4.loss_mask: 0.8102, decode.d4.loss_dice: 1.2164, decode.d5.loss_cls: 1.0104, decode.d5.loss_mask: 0.8067, decode.d5.loss_dice: 1.2091, decode.d6.loss_cls: 1.0064, decode.d6.loss_mask: 0.8094, decode.d6.loss_dice: 1.2098, decode.d7.loss_cls: 1.0134, decode.d7.loss_mask: 0.8107, decode.d7.loss_dice: 1.2121, decode.d8.loss_cls: 1.0122, decode.d8.loss_mask: 0.8043, decode.d8.loss_dice: 1.2070, loss: 35.5956 2022-04-26 03:46:00,212 - mmseg - INFO - Iter [10150/160000] lr: 1.345e-06, eta: 1 day, 22:23:43, time: 1.156, data_time: 0.066, memory: 64049, decode.loss_cls: 0.9519, decode.loss_mask: 0.7617, decode.loss_dice: 1.1606, decode.d0.loss_cls: 5.7289, decode.d0.loss_mask: 0.7571, decode.d0.loss_dice: 1.3395, decode.d1.loss_cls: 1.1298, decode.d1.loss_mask: 0.7778, decode.d1.loss_dice: 1.2340, decode.d2.loss_cls: 1.0032, decode.d2.loss_mask: 0.7581, decode.d2.loss_dice: 1.1845, decode.d3.loss_cls: 0.9822, decode.d3.loss_mask: 0.7503, decode.d3.loss_dice: 1.1612, decode.d4.loss_cls: 0.9707, decode.d4.loss_mask: 0.7541, decode.d4.loss_dice: 1.1705, decode.d5.loss_cls: 0.9598, decode.d5.loss_mask: 0.7545, decode.d5.loss_dice: 1.1635, decode.d6.loss_cls: 0.9495, decode.d6.loss_mask: 0.7520, decode.d6.loss_dice: 1.1554, decode.d7.loss_cls: 0.9502, decode.d7.loss_mask: 0.7578, decode.d7.loss_dice: 1.1605, decode.d8.loss_cls: 0.9528, decode.d8.loss_mask: 0.7581, decode.d8.loss_dice: 1.1626, loss: 34.0529 2022-04-26 03:46:56,234 - mmseg - INFO - Iter [10200/160000] lr: 1.344e-06, eta: 1 day, 22:22:51, time: 1.120, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9562, decode.loss_mask: 0.7608, decode.loss_dice: 1.1590, decode.d0.loss_cls: 5.6476, decode.d0.loss_mask: 0.7674, decode.d0.loss_dice: 1.3500, decode.d1.loss_cls: 1.1480, decode.d1.loss_mask: 0.7832, decode.d1.loss_dice: 1.2179, decode.d2.loss_cls: 1.0106, decode.d2.loss_mask: 0.7674, decode.d2.loss_dice: 1.1825, decode.d3.loss_cls: 0.9781, decode.d3.loss_mask: 0.7623, decode.d3.loss_dice: 1.1632, decode.d4.loss_cls: 0.9607, decode.d4.loss_mask: 0.7628, decode.d4.loss_dice: 1.1656, decode.d5.loss_cls: 0.9638, decode.d5.loss_mask: 0.7610, decode.d5.loss_dice: 1.1686, decode.d6.loss_cls: 0.9585, decode.d6.loss_mask: 0.7635, decode.d6.loss_dice: 1.1546, decode.d7.loss_cls: 0.9483, decode.d7.loss_mask: 0.7657, decode.d7.loss_dice: 1.1576, decode.d8.loss_cls: 0.9514, decode.d8.loss_mask: 0.7555, decode.d8.loss_dice: 1.1564, loss: 34.0482 2022-04-26 03:47:52,556 - mmseg - INFO - Iter [10250/160000] lr: 1.344e-06, eta: 1 day, 22:22:04, time: 1.126, data_time: 0.015, memory: 64049, decode.loss_cls: 0.9899, decode.loss_mask: 0.7450, decode.loss_dice: 1.1640, decode.d0.loss_cls: 5.6530, decode.d0.loss_mask: 0.7539, decode.d0.loss_dice: 1.3547, decode.d1.loss_cls: 1.1657, decode.d1.loss_mask: 0.7644, decode.d1.loss_dice: 1.2403, decode.d2.loss_cls: 1.0345, decode.d2.loss_mask: 0.7481, decode.d2.loss_dice: 1.1997, decode.d3.loss_cls: 1.0016, decode.d3.loss_mask: 0.7468, decode.d3.loss_dice: 1.1679, decode.d4.loss_cls: 0.9892, decode.d4.loss_mask: 0.7482, decode.d4.loss_dice: 1.1757, decode.d5.loss_cls: 0.9877, decode.d5.loss_mask: 0.7462, decode.d5.loss_dice: 1.1728, decode.d6.loss_cls: 0.9869, decode.d6.loss_mask: 0.7436, decode.d6.loss_dice: 1.1651, decode.d7.loss_cls: 0.9833, decode.d7.loss_mask: 0.7476, decode.d7.loss_dice: 1.1607, decode.d8.loss_cls: 0.9866, decode.d8.loss_mask: 0.7456, decode.d8.loss_dice: 1.1636, loss: 34.2323 2022-04-26 03:48:48,662 - mmseg - INFO - Iter [10300/160000] lr: 1.343e-06, eta: 1 day, 22:21:14, time: 1.122, data_time: 0.017, memory: 64049, decode.loss_cls: 0.9812, decode.loss_mask: 0.7653, decode.loss_dice: 1.1636, decode.d0.loss_cls: 5.6607, decode.d0.loss_mask: 0.7601, decode.d0.loss_dice: 1.3368, decode.d1.loss_cls: 1.1786, decode.d1.loss_mask: 0.7826, decode.d1.loss_dice: 1.2453, decode.d2.loss_cls: 1.0478, decode.d2.loss_mask: 0.7650, decode.d2.loss_dice: 1.1937, decode.d3.loss_cls: 1.0048, decode.d3.loss_mask: 0.7606, decode.d3.loss_dice: 1.1716, decode.d4.loss_cls: 0.9931, decode.d4.loss_mask: 0.7639, decode.d4.loss_dice: 1.1708, decode.d5.loss_cls: 0.9889, decode.d5.loss_mask: 0.7647, decode.d5.loss_dice: 1.1667, decode.d6.loss_cls: 0.9743, decode.d6.loss_mask: 0.7635, decode.d6.loss_dice: 1.1636, decode.d7.loss_cls: 0.9771, decode.d7.loss_mask: 0.7622, decode.d7.loss_dice: 1.1736, decode.d8.loss_cls: 0.9752, decode.d8.loss_mask: 0.7684, decode.d8.loss_dice: 1.1675, loss: 34.3912 2022-04-26 03:49:43,980 - mmseg - INFO - Iter [10350/160000] lr: 1.343e-06, eta: 1 day, 22:20:12, time: 1.106, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9069, decode.loss_mask: 0.7965, decode.loss_dice: 1.1414, decode.d0.loss_cls: 5.5506, decode.d0.loss_mask: 0.8016, decode.d0.loss_dice: 1.3203, decode.d1.loss_cls: 1.0787, decode.d1.loss_mask: 0.8086, decode.d1.loss_dice: 1.2151, decode.d2.loss_cls: 0.9547, decode.d2.loss_mask: 0.7976, decode.d2.loss_dice: 1.1698, decode.d3.loss_cls: 0.9271, decode.d3.loss_mask: 0.7940, decode.d3.loss_dice: 1.1480, decode.d4.loss_cls: 0.9175, decode.d4.loss_mask: 0.7943, decode.d4.loss_dice: 1.1460, decode.d5.loss_cls: 0.9038, decode.d5.loss_mask: 0.7982, decode.d5.loss_dice: 1.1534, decode.d6.loss_cls: 0.9021, decode.d6.loss_mask: 0.7888, decode.d6.loss_dice: 1.1348, decode.d7.loss_cls: 0.9028, decode.d7.loss_mask: 0.7905, decode.d7.loss_dice: 1.1351, decode.d8.loss_cls: 0.9064, decode.d8.loss_mask: 0.7912, decode.d8.loss_dice: 1.1375, loss: 33.6133 2022-04-26 03:50:39,606 - mmseg - INFO - Iter [10400/160000] lr: 1.342e-06, eta: 1 day, 22:19:15, time: 1.112, data_time: 0.015, memory: 64049, decode.loss_cls: 0.9351, decode.loss_mask: 0.8084, decode.loss_dice: 1.1855, decode.d0.loss_cls: 5.5486, decode.d0.loss_mask: 0.8053, decode.d0.loss_dice: 1.3482, decode.d1.loss_cls: 1.1269, decode.d1.loss_mask: 0.8276, decode.d1.loss_dice: 1.2496, decode.d2.loss_cls: 1.0168, decode.d2.loss_mask: 0.8098, decode.d2.loss_dice: 1.2041, decode.d3.loss_cls: 0.9766, decode.d3.loss_mask: 0.8035, decode.d3.loss_dice: 1.1729, decode.d4.loss_cls: 0.9533, decode.d4.loss_mask: 0.8094, decode.d4.loss_dice: 1.1823, decode.d5.loss_cls: 0.9472, decode.d5.loss_mask: 0.8047, decode.d5.loss_dice: 1.1784, decode.d6.loss_cls: 0.9406, decode.d6.loss_mask: 0.8028, decode.d6.loss_dice: 1.1801, decode.d7.loss_cls: 0.9377, decode.d7.loss_mask: 0.8006, decode.d7.loss_dice: 1.1891, decode.d8.loss_cls: 0.9383, decode.d8.loss_mask: 0.8027, decode.d8.loss_dice: 1.1808, loss: 34.4669 2022-04-26 03:51:34,725 - mmseg - INFO - Iter [10450/160000] lr: 1.342e-06, eta: 1 day, 22:18:10, time: 1.102, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9380, decode.loss_mask: 0.7740, decode.loss_dice: 1.1535, decode.d0.loss_cls: 5.4923, decode.d0.loss_mask: 0.7773, decode.d0.loss_dice: 1.3441, decode.d1.loss_cls: 1.1335, decode.d1.loss_mask: 0.7884, decode.d1.loss_dice: 1.2255, decode.d2.loss_cls: 1.0063, decode.d2.loss_mask: 0.7811, decode.d2.loss_dice: 1.1816, decode.d3.loss_cls: 0.9622, decode.d3.loss_mask: 0.7756, decode.d3.loss_dice: 1.1680, decode.d4.loss_cls: 0.9523, decode.d4.loss_mask: 0.7771, decode.d4.loss_dice: 1.1675, decode.d5.loss_cls: 0.9455, decode.d5.loss_mask: 0.7803, decode.d5.loss_dice: 1.1606, decode.d6.loss_cls: 0.9404, decode.d6.loss_mask: 0.7739, decode.d6.loss_dice: 1.1552, decode.d7.loss_cls: 0.9383, decode.d7.loss_mask: 0.7778, decode.d7.loss_dice: 1.1572, decode.d8.loss_cls: 0.9296, decode.d8.loss_mask: 0.7781, decode.d8.loss_dice: 1.1579, loss: 33.8931 2022-04-26 03:52:31,103 - mmseg - INFO - Iter [10500/160000] lr: 1.342e-06, eta: 1 day, 22:17:24, time: 1.127, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9321, decode.loss_mask: 0.7562, decode.loss_dice: 1.1687, decode.d0.loss_cls: 5.5560, decode.d0.loss_mask: 0.7465, decode.d0.loss_dice: 1.3403, decode.d1.loss_cls: 1.1439, decode.d1.loss_mask: 0.7656, decode.d1.loss_dice: 1.2306, decode.d2.loss_cls: 1.0111, decode.d2.loss_mask: 0.7491, decode.d2.loss_dice: 1.1808, decode.d3.loss_cls: 0.9738, decode.d3.loss_mask: 0.7460, decode.d3.loss_dice: 1.1678, decode.d4.loss_cls: 0.9529, decode.d4.loss_mask: 0.7502, decode.d4.loss_dice: 1.1690, decode.d5.loss_cls: 0.9478, decode.d5.loss_mask: 0.7443, decode.d5.loss_dice: 1.1617, decode.d6.loss_cls: 0.9425, decode.d6.loss_mask: 0.7513, decode.d6.loss_dice: 1.1578, decode.d7.loss_cls: 0.9389, decode.d7.loss_mask: 0.7520, decode.d7.loss_dice: 1.1692, decode.d8.loss_cls: 0.9462, decode.d8.loss_mask: 0.7500, decode.d8.loss_dice: 1.1685, loss: 33.7706 2022-04-26 03:53:26,912 - mmseg - INFO - Iter [10550/160000] lr: 1.341e-06, eta: 1 day, 22:16:29, time: 1.116, data_time: 0.015, memory: 64049, decode.loss_cls: 0.9246, decode.loss_mask: 0.7514, decode.loss_dice: 1.1653, decode.d0.loss_cls: 5.4819, decode.d0.loss_mask: 0.7502, decode.d0.loss_dice: 1.3390, decode.d1.loss_cls: 1.1185, decode.d1.loss_mask: 0.7656, decode.d1.loss_dice: 1.2333, decode.d2.loss_cls: 0.9920, decode.d2.loss_mask: 0.7500, decode.d2.loss_dice: 1.1906, decode.d3.loss_cls: 0.9517, decode.d3.loss_mask: 0.7487, decode.d3.loss_dice: 1.1561, decode.d4.loss_cls: 0.9373, decode.d4.loss_mask: 0.7538, decode.d4.loss_dice: 1.1611, decode.d5.loss_cls: 0.9261, decode.d5.loss_mask: 0.7565, decode.d5.loss_dice: 1.1632, decode.d6.loss_cls: 0.9315, decode.d6.loss_mask: 0.7538, decode.d6.loss_dice: 1.1604, decode.d7.loss_cls: 0.9237, decode.d7.loss_mask: 0.7514, decode.d7.loss_dice: 1.1642, decode.d8.loss_cls: 0.9304, decode.d8.loss_mask: 0.7501, decode.d8.loss_dice: 1.1595, loss: 33.5421 2022-04-26 03:54:23,038 - mmseg - INFO - Iter [10600/160000] lr: 1.341e-06, eta: 1 day, 22:15:39, time: 1.122, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9546, decode.loss_mask: 0.7630, decode.loss_dice: 1.1471, decode.d0.loss_cls: 5.4724, decode.d0.loss_mask: 0.7722, decode.d0.loss_dice: 1.3299, decode.d1.loss_cls: 1.1422, decode.d1.loss_mask: 0.7786, decode.d1.loss_dice: 1.2145, decode.d2.loss_cls: 1.0068, decode.d2.loss_mask: 0.7649, decode.d2.loss_dice: 1.1654, decode.d3.loss_cls: 0.9724, decode.d3.loss_mask: 0.7572, decode.d3.loss_dice: 1.1481, decode.d4.loss_cls: 0.9634, decode.d4.loss_mask: 0.7601, decode.d4.loss_dice: 1.1525, decode.d5.loss_cls: 0.9515, decode.d5.loss_mask: 0.7571, decode.d5.loss_dice: 1.1500, decode.d6.loss_cls: 0.9479, decode.d6.loss_mask: 0.7568, decode.d6.loss_dice: 1.1402, decode.d7.loss_cls: 0.9511, decode.d7.loss_mask: 0.7607, decode.d7.loss_dice: 1.1457, decode.d8.loss_cls: 0.9505, decode.d8.loss_mask: 0.7639, decode.d8.loss_dice: 1.1428, loss: 33.6837 2022-04-26 03:55:18,505 - mmseg - INFO - Iter [10650/160000] lr: 1.340e-06, eta: 1 day, 22:14:39, time: 1.109, data_time: 0.017, memory: 64049, decode.loss_cls: 0.9693, decode.loss_mask: 0.7873, decode.loss_dice: 1.1669, decode.d0.loss_cls: 5.4708, decode.d0.loss_mask: 0.7922, decode.d0.loss_dice: 1.3510, decode.d1.loss_cls: 1.1708, decode.d1.loss_mask: 0.7931, decode.d1.loss_dice: 1.2345, decode.d2.loss_cls: 1.0354, decode.d2.loss_mask: 0.7876, decode.d2.loss_dice: 1.1919, decode.d3.loss_cls: 0.9966, decode.d3.loss_mask: 0.7878, decode.d3.loss_dice: 1.1760, decode.d4.loss_cls: 0.9902, decode.d4.loss_mask: 0.7865, decode.d4.loss_dice: 1.1729, decode.d5.loss_cls: 0.9818, decode.d5.loss_mask: 0.7826, decode.d5.loss_dice: 1.1715, decode.d6.loss_cls: 0.9794, decode.d6.loss_mask: 0.7829, decode.d6.loss_dice: 1.1605, decode.d7.loss_cls: 0.9770, decode.d7.loss_mask: 0.7844, decode.d7.loss_dice: 1.1654, decode.d8.loss_cls: 0.9700, decode.d8.loss_mask: 0.7869, decode.d8.loss_dice: 1.1695, loss: 34.3730 2022-04-26 03:56:13,511 - mmseg - INFO - Iter [10700/160000] lr: 1.340e-06, eta: 1 day, 22:13:33, time: 1.100, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9447, decode.loss_mask: 0.7809, decode.loss_dice: 1.1810, decode.d0.loss_cls: 5.3999, decode.d0.loss_mask: 0.7870, decode.d0.loss_dice: 1.3608, decode.d1.loss_cls: 1.1104, decode.d1.loss_mask: 0.8014, decode.d1.loss_dice: 1.2535, decode.d2.loss_cls: 0.9778, decode.d2.loss_mask: 0.7865, decode.d2.loss_dice: 1.2044, decode.d3.loss_cls: 0.9530, decode.d3.loss_mask: 0.7833, decode.d3.loss_dice: 1.1916, decode.d4.loss_cls: 0.9418, decode.d4.loss_mask: 0.7840, decode.d4.loss_dice: 1.1936, decode.d5.loss_cls: 0.9377, decode.d5.loss_mask: 0.7834, decode.d5.loss_dice: 1.1845, decode.d6.loss_cls: 0.9321, decode.d6.loss_mask: 0.7849, decode.d6.loss_dice: 1.1817, decode.d7.loss_cls: 0.9383, decode.d7.loss_mask: 0.7863, decode.d7.loss_dice: 1.1861, decode.d8.loss_cls: 0.9429, decode.d8.loss_mask: 0.7800, decode.d8.loss_dice: 1.1895, loss: 34.0629 2022-04-26 03:57:08,536 - mmseg - INFO - Iter [10750/160000] lr: 1.339e-06, eta: 1 day, 22:12:28, time: 1.100, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9847, decode.loss_mask: 0.7558, decode.loss_dice: 1.1951, decode.d0.loss_cls: 5.4135, decode.d0.loss_mask: 0.7664, decode.d0.loss_dice: 1.3788, decode.d1.loss_cls: 1.1454, decode.d1.loss_mask: 0.7691, decode.d1.loss_dice: 1.2657, decode.d2.loss_cls: 1.0367, decode.d2.loss_mask: 0.7607, decode.d2.loss_dice: 1.2191, decode.d3.loss_cls: 1.0010, decode.d3.loss_mask: 0.7520, decode.d3.loss_dice: 1.2062, decode.d4.loss_cls: 0.9962, decode.d4.loss_mask: 0.7523, decode.d4.loss_dice: 1.1978, decode.d5.loss_cls: 0.9862, decode.d5.loss_mask: 0.7529, decode.d5.loss_dice: 1.1953, decode.d6.loss_cls: 0.9759, decode.d6.loss_mask: 0.7560, decode.d6.loss_dice: 1.1963, decode.d7.loss_cls: 0.9821, decode.d7.loss_mask: 0.7521, decode.d7.loss_dice: 1.1976, decode.d8.loss_cls: 0.9869, decode.d8.loss_mask: 0.7531, decode.d8.loss_dice: 1.1921, loss: 34.3229 2022-04-26 03:58:03,503 - mmseg - INFO - Iter [10800/160000] lr: 1.339e-06, eta: 1 day, 22:11:22, time: 1.099, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9155, decode.loss_mask: 0.7628, decode.loss_dice: 1.1337, decode.d0.loss_cls: 5.3683, decode.d0.loss_mask: 0.7722, decode.d0.loss_dice: 1.3142, decode.d1.loss_cls: 1.0810, decode.d1.loss_mask: 0.7838, decode.d1.loss_dice: 1.2077, decode.d2.loss_cls: 0.9514, decode.d2.loss_mask: 0.7716, decode.d2.loss_dice: 1.1591, decode.d3.loss_cls: 0.9266, decode.d3.loss_mask: 0.7636, decode.d3.loss_dice: 1.1314, decode.d4.loss_cls: 0.9145, decode.d4.loss_mask: 0.7678, decode.d4.loss_dice: 1.1350, decode.d5.loss_cls: 0.9113, decode.d5.loss_mask: 0.7627, decode.d5.loss_dice: 1.1332, decode.d6.loss_cls: 0.9135, decode.d6.loss_mask: 0.7617, decode.d6.loss_dice: 1.1253, decode.d7.loss_cls: 0.9123, decode.d7.loss_mask: 0.7649, decode.d7.loss_dice: 1.1270, decode.d8.loss_cls: 0.9103, decode.d8.loss_mask: 0.7638, decode.d8.loss_dice: 1.1334, loss: 33.0795 2022-04-26 03:58:59,103 - mmseg - INFO - Iter [10850/160000] lr: 1.338e-06, eta: 1 day, 22:10:24, time: 1.112, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9837, decode.loss_mask: 0.7760, decode.loss_dice: 1.1701, decode.d0.loss_cls: 5.3967, decode.d0.loss_mask: 0.7812, decode.d0.loss_dice: 1.3467, decode.d1.loss_cls: 1.1486, decode.d1.loss_mask: 0.8003, decode.d1.loss_dice: 1.2512, decode.d2.loss_cls: 1.0185, decode.d2.loss_mask: 0.7849, decode.d2.loss_dice: 1.2085, decode.d3.loss_cls: 0.9936, decode.d3.loss_mask: 0.7830, decode.d3.loss_dice: 1.1854, decode.d4.loss_cls: 0.9751, decode.d4.loss_mask: 0.7801, decode.d4.loss_dice: 1.1867, decode.d5.loss_cls: 0.9726, decode.d5.loss_mask: 0.7817, decode.d5.loss_dice: 1.1819, decode.d6.loss_cls: 0.9778, decode.d6.loss_mask: 0.7726, decode.d6.loss_dice: 1.1738, decode.d7.loss_cls: 0.9792, decode.d7.loss_mask: 0.7768, decode.d7.loss_dice: 1.1742, decode.d8.loss_cls: 0.9804, decode.d8.loss_mask: 0.7796, decode.d8.loss_dice: 1.1683, loss: 34.2890 2022-04-26 03:59:53,983 - mmseg - INFO - Iter [10900/160000] lr: 1.338e-06, eta: 1 day, 22:09:17, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9215, decode.loss_mask: 0.7923, decode.loss_dice: 1.1409, decode.d0.loss_cls: 5.2878, decode.d0.loss_mask: 0.8036, decode.d0.loss_dice: 1.3293, decode.d1.loss_cls: 1.0911, decode.d1.loss_mask: 0.8119, decode.d1.loss_dice: 1.2175, decode.d2.loss_cls: 0.9814, decode.d2.loss_mask: 0.7988, decode.d2.loss_dice: 1.1745, decode.d3.loss_cls: 0.9577, decode.d3.loss_mask: 0.7874, decode.d3.loss_dice: 1.1454, decode.d4.loss_cls: 0.9335, decode.d4.loss_mask: 0.7836, decode.d4.loss_dice: 1.1475, decode.d5.loss_cls: 0.9250, decode.d5.loss_mask: 0.7908, decode.d5.loss_dice: 1.1421, decode.d6.loss_cls: 0.9140, decode.d6.loss_mask: 0.7940, decode.d6.loss_dice: 1.1422, decode.d7.loss_cls: 0.9241, decode.d7.loss_mask: 0.7895, decode.d7.loss_dice: 1.1382, decode.d8.loss_cls: 0.9241, decode.d8.loss_mask: 0.7947, decode.d8.loss_dice: 1.1343, loss: 33.5188 2022-04-26 04:00:49,683 - mmseg - INFO - Iter [10950/160000] lr: 1.338e-06, eta: 1 day, 22:08:21, time: 1.114, data_time: 0.015, memory: 64049, decode.loss_cls: 0.9893, decode.loss_mask: 0.7995, decode.loss_dice: 1.1726, decode.d0.loss_cls: 5.2608, decode.d0.loss_mask: 0.7977, decode.d0.loss_dice: 1.3578, decode.d1.loss_cls: 1.1190, decode.d1.loss_mask: 0.8193, decode.d1.loss_dice: 1.2536, decode.d2.loss_cls: 1.0227, decode.d2.loss_mask: 0.7976, decode.d2.loss_dice: 1.1942, decode.d3.loss_cls: 0.9987, decode.d3.loss_mask: 0.7910, decode.d3.loss_dice: 1.1727, decode.d4.loss_cls: 0.9906, decode.d4.loss_mask: 0.7924, decode.d4.loss_dice: 1.1840, decode.d5.loss_cls: 0.9823, decode.d5.loss_mask: 0.7970, decode.d5.loss_dice: 1.1738, decode.d6.loss_cls: 0.9829, decode.d6.loss_mask: 0.7955, decode.d6.loss_dice: 1.1687, decode.d7.loss_cls: 0.9721, decode.d7.loss_mask: 0.8005, decode.d7.loss_dice: 1.1788, decode.d8.loss_cls: 0.9770, decode.d8.loss_mask: 0.7980, decode.d8.loss_dice: 1.1792, loss: 34.3194 2022-04-26 04:01:44,281 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 04:01:44,286 - mmseg - INFO - Iter [11000/160000] lr: 1.337e-06, eta: 1 day, 22:07:09, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9399, decode.loss_mask: 0.7727, decode.loss_dice: 1.1590, decode.d0.loss_cls: 5.2874, decode.d0.loss_mask: 0.7743, decode.d0.loss_dice: 1.3354, decode.d1.loss_cls: 1.1299, decode.d1.loss_mask: 0.7876, decode.d1.loss_dice: 1.2282, decode.d2.loss_cls: 0.9929, decode.d2.loss_mask: 0.7765, decode.d2.loss_dice: 1.1752, decode.d3.loss_cls: 0.9609, decode.d3.loss_mask: 0.7700, decode.d3.loss_dice: 1.1565, decode.d4.loss_cls: 0.9599, decode.d4.loss_mask: 0.7669, decode.d4.loss_dice: 1.1609, decode.d5.loss_cls: 0.9482, decode.d5.loss_mask: 0.7687, decode.d5.loss_dice: 1.1588, decode.d6.loss_cls: 0.9366, decode.d6.loss_mask: 0.7706, decode.d6.loss_dice: 1.1517, decode.d7.loss_cls: 0.9381, decode.d7.loss_mask: 0.7693, decode.d7.loss_dice: 1.1545, decode.d8.loss_cls: 0.9306, decode.d8.loss_mask: 0.7743, decode.d8.loss_dice: 1.1566, loss: 33.5922 2022-04-26 04:02:40,307 - mmseg - INFO - Iter [11050/160000] lr: 1.337e-06, eta: 1 day, 22:06:18, time: 1.121, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9560, decode.loss_mask: 0.7653, decode.loss_dice: 1.1614, decode.d0.loss_cls: 5.2286, decode.d0.loss_mask: 0.7685, decode.d0.loss_dice: 1.3374, decode.d1.loss_cls: 1.1198, decode.d1.loss_mask: 0.7787, decode.d1.loss_dice: 1.2352, decode.d2.loss_cls: 1.0005, decode.d2.loss_mask: 0.7650, decode.d2.loss_dice: 1.1845, decode.d3.loss_cls: 0.9693, decode.d3.loss_mask: 0.7669, decode.d3.loss_dice: 1.1676, decode.d4.loss_cls: 0.9718, decode.d4.loss_mask: 0.7664, decode.d4.loss_dice: 1.1661, decode.d5.loss_cls: 0.9629, decode.d5.loss_mask: 0.7701, decode.d5.loss_dice: 1.1601, decode.d6.loss_cls: 0.9504, decode.d6.loss_mask: 0.7693, decode.d6.loss_dice: 1.1596, decode.d7.loss_cls: 0.9513, decode.d7.loss_mask: 0.7746, decode.d7.loss_dice: 1.1652, decode.d8.loss_cls: 0.9516, decode.d8.loss_mask: 0.7694, decode.d8.loss_dice: 1.1522, loss: 33.6457 2022-04-26 04:03:35,355 - mmseg - INFO - Iter [11100/160000] lr: 1.336e-06, eta: 1 day, 22:05:14, time: 1.101, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9507, decode.loss_mask: 0.7765, decode.loss_dice: 1.1591, decode.d0.loss_cls: 5.1964, decode.d0.loss_mask: 0.7883, decode.d0.loss_dice: 1.3144, decode.d1.loss_cls: 1.1023, decode.d1.loss_mask: 0.7943, decode.d1.loss_dice: 1.2211, decode.d2.loss_cls: 0.9878, decode.d2.loss_mask: 0.7858, decode.d2.loss_dice: 1.1705, decode.d3.loss_cls: 0.9580, decode.d3.loss_mask: 0.7851, decode.d3.loss_dice: 1.1527, decode.d4.loss_cls: 0.9477, decode.d4.loss_mask: 0.7804, decode.d4.loss_dice: 1.1658, decode.d5.loss_cls: 0.9469, decode.d5.loss_mask: 0.7766, decode.d5.loss_dice: 1.1576, decode.d6.loss_cls: 0.9358, decode.d6.loss_mask: 0.7751, decode.d6.loss_dice: 1.1581, decode.d7.loss_cls: 0.9427, decode.d7.loss_mask: 0.7735, decode.d7.loss_dice: 1.1571, decode.d8.loss_cls: 0.9430, decode.d8.loss_mask: 0.7793, decode.d8.loss_dice: 1.1544, loss: 33.5372 2022-04-26 04:04:30,277 - mmseg - INFO - Iter [11150/160000] lr: 1.336e-06, eta: 1 day, 22:04:07, time: 1.098, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9452, decode.loss_mask: 0.7863, decode.loss_dice: 1.1780, decode.d0.loss_cls: 5.1766, decode.d0.loss_mask: 0.7932, decode.d0.loss_dice: 1.3481, decode.d1.loss_cls: 1.1124, decode.d1.loss_mask: 0.8036, decode.d1.loss_dice: 1.2465, decode.d2.loss_cls: 1.0024, decode.d2.loss_mask: 0.7908, decode.d2.loss_dice: 1.1965, decode.d3.loss_cls: 0.9721, decode.d3.loss_mask: 0.7844, decode.d3.loss_dice: 1.1742, decode.d4.loss_cls: 0.9647, decode.d4.loss_mask: 0.7873, decode.d4.loss_dice: 1.1879, decode.d5.loss_cls: 0.9501, decode.d5.loss_mask: 0.7894, decode.d5.loss_dice: 1.1839, decode.d6.loss_cls: 0.9390, decode.d6.loss_mask: 0.7876, decode.d6.loss_dice: 1.1741, decode.d7.loss_cls: 0.9402, decode.d7.loss_mask: 0.7804, decode.d7.loss_dice: 1.1777, decode.d8.loss_cls: 0.9447, decode.d8.loss_mask: 0.7864, decode.d8.loss_dice: 1.1751, loss: 33.8788 2022-04-26 04:05:26,208 - mmseg - INFO - Iter [11200/160000] lr: 1.335e-06, eta: 1 day, 22:03:15, time: 1.119, data_time: 0.015, memory: 64049, decode.loss_cls: 0.9689, decode.loss_mask: 0.7976, decode.loss_dice: 1.1681, decode.d0.loss_cls: 5.1638, decode.d0.loss_mask: 0.8013, decode.d0.loss_dice: 1.3626, decode.d1.loss_cls: 1.1376, decode.d1.loss_mask: 0.8123, decode.d1.loss_dice: 1.2420, decode.d2.loss_cls: 1.0142, decode.d2.loss_mask: 0.7994, decode.d2.loss_dice: 1.1946, decode.d3.loss_cls: 0.9954, decode.d3.loss_mask: 0.7971, decode.d3.loss_dice: 1.1687, decode.d4.loss_cls: 0.9824, decode.d4.loss_mask: 0.7929, decode.d4.loss_dice: 1.1800, decode.d5.loss_cls: 0.9772, decode.d5.loss_mask: 0.7938, decode.d5.loss_dice: 1.1744, decode.d6.loss_cls: 0.9811, decode.d6.loss_mask: 0.7945, decode.d6.loss_dice: 1.1629, decode.d7.loss_cls: 0.9753, decode.d7.loss_mask: 0.7991, decode.d7.loss_dice: 1.1747, decode.d8.loss_cls: 0.9743, decode.d8.loss_mask: 0.7970, decode.d8.loss_dice: 1.1683, loss: 34.1514 2022-04-26 04:06:21,254 - mmseg - INFO - Iter [11250/160000] lr: 1.335e-06, eta: 1 day, 22:02:10, time: 1.101, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9630, decode.loss_mask: 0.7635, decode.loss_dice: 1.1357, decode.d0.loss_cls: 5.1427, decode.d0.loss_mask: 0.7756, decode.d0.loss_dice: 1.3284, decode.d1.loss_cls: 1.1236, decode.d1.loss_mask: 0.7860, decode.d1.loss_dice: 1.2098, decode.d2.loss_cls: 1.0038, decode.d2.loss_mask: 0.7770, decode.d2.loss_dice: 1.1628, decode.d3.loss_cls: 0.9773, decode.d3.loss_mask: 0.7645, decode.d3.loss_dice: 1.1442, decode.d4.loss_cls: 0.9665, decode.d4.loss_mask: 0.7615, decode.d4.loss_dice: 1.1491, decode.d5.loss_cls: 0.9628, decode.d5.loss_mask: 0.7602, decode.d5.loss_dice: 1.1388, decode.d6.loss_cls: 0.9517, decode.d6.loss_mask: 0.7606, decode.d6.loss_dice: 1.1331, decode.d7.loss_cls: 0.9581, decode.d7.loss_mask: 0.7624, decode.d7.loss_dice: 1.1331, decode.d8.loss_cls: 0.9583, decode.d8.loss_mask: 0.7605, decode.d8.loss_dice: 1.1365, loss: 33.3511 2022-04-26 04:07:16,521 - mmseg - INFO - Iter [11300/160000] lr: 1.334e-06, eta: 1 day, 22:01:09, time: 1.105, data_time: 0.017, memory: 64049, decode.loss_cls: 0.9581, decode.loss_mask: 0.7713, decode.loss_dice: 1.1772, decode.d0.loss_cls: 5.1307, decode.d0.loss_mask: 0.7805, decode.d0.loss_dice: 1.3677, decode.d1.loss_cls: 1.1260, decode.d1.loss_mask: 0.7937, decode.d1.loss_dice: 1.2524, decode.d2.loss_cls: 1.0133, decode.d2.loss_mask: 0.7837, decode.d2.loss_dice: 1.2082, decode.d3.loss_cls: 0.9729, decode.d3.loss_mask: 0.7765, decode.d3.loss_dice: 1.1845, decode.d4.loss_cls: 0.9557, decode.d4.loss_mask: 0.7862, decode.d4.loss_dice: 1.1843, decode.d5.loss_cls: 0.9522, decode.d5.loss_mask: 0.7764, decode.d5.loss_dice: 1.1826, decode.d6.loss_cls: 0.9532, decode.d6.loss_mask: 0.7710, decode.d6.loss_dice: 1.1736, decode.d7.loss_cls: 0.9556, decode.d7.loss_mask: 0.7759, decode.d7.loss_dice: 1.1764, decode.d8.loss_cls: 0.9544, decode.d8.loss_mask: 0.7748, decode.d8.loss_dice: 1.1755, loss: 33.8446 2022-04-26 04:08:11,473 - mmseg - INFO - Iter [11350/160000] lr: 1.334e-06, eta: 1 day, 22:00:03, time: 1.099, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8883, decode.loss_mask: 0.7572, decode.loss_dice: 1.1271, decode.d0.loss_cls: 5.0477, decode.d0.loss_mask: 0.7659, decode.d0.loss_dice: 1.3103, decode.d1.loss_cls: 1.0502, decode.d1.loss_mask: 0.7731, decode.d1.loss_dice: 1.1983, decode.d2.loss_cls: 0.9452, decode.d2.loss_mask: 0.7556, decode.d2.loss_dice: 1.1579, decode.d3.loss_cls: 0.9200, decode.d3.loss_mask: 0.7552, decode.d3.loss_dice: 1.1346, decode.d4.loss_cls: 0.9106, decode.d4.loss_mask: 0.7545, decode.d4.loss_dice: 1.1296, decode.d5.loss_cls: 0.8986, decode.d5.loss_mask: 0.7555, decode.d5.loss_dice: 1.1305, decode.d6.loss_cls: 0.8896, decode.d6.loss_mask: 0.7519, decode.d6.loss_dice: 1.1238, decode.d7.loss_cls: 0.8911, decode.d7.loss_mask: 0.7550, decode.d7.loss_dice: 1.1257, decode.d8.loss_cls: 0.8838, decode.d8.loss_mask: 0.7532, decode.d8.loss_dice: 1.1214, loss: 32.4611 2022-04-26 04:09:09,145 - mmseg - INFO - Iter [11400/160000] lr: 1.334e-06, eta: 1 day, 21:59:33, time: 1.154, data_time: 0.064, memory: 64049, decode.loss_cls: 0.9326, decode.loss_mask: 0.7524, decode.loss_dice: 1.1418, decode.d0.loss_cls: 5.0267, decode.d0.loss_mask: 0.7617, decode.d0.loss_dice: 1.3242, decode.d1.loss_cls: 1.0948, decode.d1.loss_mask: 0.7703, decode.d1.loss_dice: 1.2193, decode.d2.loss_cls: 0.9774, decode.d2.loss_mask: 0.7577, decode.d2.loss_dice: 1.1738, decode.d3.loss_cls: 0.9420, decode.d3.loss_mask: 0.7555, decode.d3.loss_dice: 1.1520, decode.d4.loss_cls: 0.9352, decode.d4.loss_mask: 0.7531, decode.d4.loss_dice: 1.1539, decode.d5.loss_cls: 0.9244, decode.d5.loss_mask: 0.7531, decode.d5.loss_dice: 1.1447, decode.d6.loss_cls: 0.9282, decode.d6.loss_mask: 0.7480, decode.d6.loss_dice: 1.1376, decode.d7.loss_cls: 0.9277, decode.d7.loss_mask: 0.7486, decode.d7.loss_dice: 1.1465, decode.d8.loss_cls: 0.9288, decode.d8.loss_mask: 0.7519, decode.d8.loss_dice: 1.1506, loss: 32.9146 2022-04-26 04:10:04,249 - mmseg - INFO - Iter [11450/160000] lr: 1.333e-06, eta: 1 day, 21:58:29, time: 1.102, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8797, decode.loss_mask: 0.7619, decode.loss_dice: 1.1197, decode.d0.loss_cls: 5.0111, decode.d0.loss_mask: 0.7652, decode.d0.loss_dice: 1.2963, decode.d1.loss_cls: 1.0578, decode.d1.loss_mask: 0.7808, decode.d1.loss_dice: 1.2004, decode.d2.loss_cls: 0.9408, decode.d2.loss_mask: 0.7648, decode.d2.loss_dice: 1.1521, decode.d3.loss_cls: 0.9121, decode.d3.loss_mask: 0.7602, decode.d3.loss_dice: 1.1266, decode.d4.loss_cls: 0.8988, decode.d4.loss_mask: 0.7590, decode.d4.loss_dice: 1.1264, decode.d5.loss_cls: 0.8801, decode.d5.loss_mask: 0.7624, decode.d5.loss_dice: 1.1249, decode.d6.loss_cls: 0.8746, decode.d6.loss_mask: 0.7603, decode.d6.loss_dice: 1.1148, decode.d7.loss_cls: 0.8744, decode.d7.loss_mask: 0.7607, decode.d7.loss_dice: 1.1216, decode.d8.loss_cls: 0.8833, decode.d8.loss_mask: 0.7594, decode.d8.loss_dice: 1.1221, loss: 32.3524 2022-04-26 04:10:59,764 - mmseg - INFO - Iter [11500/160000] lr: 1.333e-06, eta: 1 day, 21:57:31, time: 1.110, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9205, decode.loss_mask: 0.7462, decode.loss_dice: 1.1365, decode.d0.loss_cls: 5.0211, decode.d0.loss_mask: 0.7524, decode.d0.loss_dice: 1.3373, decode.d1.loss_cls: 1.0844, decode.d1.loss_mask: 0.7707, decode.d1.loss_dice: 1.2168, decode.d2.loss_cls: 0.9686, decode.d2.loss_mask: 0.7570, decode.d2.loss_dice: 1.1745, decode.d3.loss_cls: 0.9468, decode.d3.loss_mask: 0.7395, decode.d3.loss_dice: 1.1444, decode.d4.loss_cls: 0.9342, decode.d4.loss_mask: 0.7432, decode.d4.loss_dice: 1.1504, decode.d5.loss_cls: 0.9254, decode.d5.loss_mask: 0.7481, decode.d5.loss_dice: 1.1492, decode.d6.loss_cls: 0.9220, decode.d6.loss_mask: 0.7444, decode.d6.loss_dice: 1.1383, decode.d7.loss_cls: 0.9224, decode.d7.loss_mask: 0.7418, decode.d7.loss_dice: 1.1441, decode.d8.loss_cls: 0.9272, decode.d8.loss_mask: 0.7446, decode.d8.loss_dice: 1.1417, loss: 32.7936 2022-04-26 04:11:55,887 - mmseg - INFO - Iter [11550/160000] lr: 1.332e-06, eta: 1 day, 21:56:41, time: 1.122, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8892, decode.loss_mask: 0.7631, decode.loss_dice: 1.1357, decode.d0.loss_cls: 4.9737, decode.d0.loss_mask: 0.7796, decode.d0.loss_dice: 1.3288, decode.d1.loss_cls: 1.0668, decode.d1.loss_mask: 0.7867, decode.d1.loss_dice: 1.2267, decode.d2.loss_cls: 0.9442, decode.d2.loss_mask: 0.7720, decode.d2.loss_dice: 1.1781, decode.d3.loss_cls: 0.8972, decode.d3.loss_mask: 0.7656, decode.d3.loss_dice: 1.1523, decode.d4.loss_cls: 0.8917, decode.d4.loss_mask: 0.7621, decode.d4.loss_dice: 1.1466, decode.d5.loss_cls: 0.8816, decode.d5.loss_mask: 0.7606, decode.d5.loss_dice: 1.1411, decode.d6.loss_cls: 0.8790, decode.d6.loss_mask: 0.7547, decode.d6.loss_dice: 1.1250, decode.d7.loss_cls: 0.8720, decode.d7.loss_mask: 0.7564, decode.d7.loss_dice: 1.1359, decode.d8.loss_cls: 0.8786, decode.d8.loss_mask: 0.7636, decode.d8.loss_dice: 1.1323, loss: 32.5409 2022-04-26 04:12:52,469 - mmseg - INFO - Iter [11600/160000] lr: 1.332e-06, eta: 1 day, 21:55:56, time: 1.132, data_time: 0.015, memory: 64049, decode.loss_cls: 0.8647, decode.loss_mask: 0.7477, decode.loss_dice: 1.0899, decode.d0.loss_cls: 4.9367, decode.d0.loss_mask: 0.7569, decode.d0.loss_dice: 1.2832, decode.d1.loss_cls: 1.0528, decode.d1.loss_mask: 0.7616, decode.d1.loss_dice: 1.1651, decode.d2.loss_cls: 0.9256, decode.d2.loss_mask: 0.7565, decode.d2.loss_dice: 1.1240, decode.d3.loss_cls: 0.8932, decode.d3.loss_mask: 0.7478, decode.d3.loss_dice: 1.1071, decode.d4.loss_cls: 0.8746, decode.d4.loss_mask: 0.7542, decode.d4.loss_dice: 1.1084, decode.d5.loss_cls: 0.8594, decode.d5.loss_mask: 0.7506, decode.d5.loss_dice: 1.1001, decode.d6.loss_cls: 0.8591, decode.d6.loss_mask: 0.7433, decode.d6.loss_dice: 1.0857, decode.d7.loss_cls: 0.8486, decode.d7.loss_mask: 0.7471, decode.d7.loss_dice: 1.0941, decode.d8.loss_cls: 0.8567, decode.d8.loss_mask: 0.7480, decode.d8.loss_dice: 1.0928, loss: 31.7353 2022-04-26 04:13:48,144 - mmseg - INFO - Iter [11650/160000] lr: 1.331e-06, eta: 1 day, 21:55:00, time: 1.114, data_time: 0.015, memory: 64049, decode.loss_cls: 0.9170, decode.loss_mask: 0.7536, decode.loss_dice: 1.1463, decode.d0.loss_cls: 4.9259, decode.d0.loss_mask: 0.7671, decode.d0.loss_dice: 1.3442, decode.d1.loss_cls: 1.1204, decode.d1.loss_mask: 0.7668, decode.d1.loss_dice: 1.2260, decode.d2.loss_cls: 0.9798, decode.d2.loss_mask: 0.7550, decode.d2.loss_dice: 1.1747, decode.d3.loss_cls: 0.9523, decode.d3.loss_mask: 0.7503, decode.d3.loss_dice: 1.1500, decode.d4.loss_cls: 0.9402, decode.d4.loss_mask: 0.7538, decode.d4.loss_dice: 1.1474, decode.d5.loss_cls: 0.9199, decode.d5.loss_mask: 0.7569, decode.d5.loss_dice: 1.1522, decode.d6.loss_cls: 0.9150, decode.d6.loss_mask: 0.7542, decode.d6.loss_dice: 1.1455, decode.d7.loss_cls: 0.9063, decode.d7.loss_mask: 0.7545, decode.d7.loss_dice: 1.1494, decode.d8.loss_cls: 0.9103, decode.d8.loss_mask: 0.7537, decode.d8.loss_dice: 1.1461, loss: 32.8346 2022-04-26 04:14:43,529 - mmseg - INFO - Iter [11700/160000] lr: 1.331e-06, eta: 1 day, 21:54:00, time: 1.108, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8883, decode.loss_mask: 0.7920, decode.loss_dice: 1.1396, decode.d0.loss_cls: 4.9222, decode.d0.loss_mask: 0.8017, decode.d0.loss_dice: 1.3141, decode.d1.loss_cls: 1.0727, decode.d1.loss_mask: 0.8099, decode.d1.loss_dice: 1.2175, decode.d2.loss_cls: 0.9405, decode.d2.loss_mask: 0.7931, decode.d2.loss_dice: 1.1677, decode.d3.loss_cls: 0.9027, decode.d3.loss_mask: 0.7895, decode.d3.loss_dice: 1.1436, decode.d4.loss_cls: 0.8875, decode.d4.loss_mask: 0.7848, decode.d4.loss_dice: 1.1524, decode.d5.loss_cls: 0.8914, decode.d5.loss_mask: 0.7869, decode.d5.loss_dice: 1.1447, decode.d6.loss_cls: 0.8823, decode.d6.loss_mask: 0.7881, decode.d6.loss_dice: 1.1390, decode.d7.loss_cls: 0.8828, decode.d7.loss_mask: 0.7908, decode.d7.loss_dice: 1.1406, decode.d8.loss_cls: 0.8864, decode.d8.loss_mask: 0.7910, decode.d8.loss_dice: 1.1377, loss: 32.7815 2022-04-26 04:15:38,796 - mmseg - INFO - Iter [11750/160000] lr: 1.330e-06, eta: 1 day, 21:52:59, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8837, decode.loss_mask: 0.7497, decode.loss_dice: 1.1295, decode.d0.loss_cls: 4.8308, decode.d0.loss_mask: 0.7584, decode.d0.loss_dice: 1.3102, decode.d1.loss_cls: 1.0461, decode.d1.loss_mask: 0.7700, decode.d1.loss_dice: 1.2108, decode.d2.loss_cls: 0.9390, decode.d2.loss_mask: 0.7560, decode.d2.loss_dice: 1.1594, decode.d3.loss_cls: 0.9058, decode.d3.loss_mask: 0.7454, decode.d3.loss_dice: 1.1365, decode.d4.loss_cls: 0.9114, decode.d4.loss_mask: 0.7444, decode.d4.loss_dice: 1.1292, decode.d5.loss_cls: 0.9028, decode.d5.loss_mask: 0.7445, decode.d5.loss_dice: 1.1264, decode.d6.loss_cls: 0.8856, decode.d6.loss_mask: 0.7422, decode.d6.loss_dice: 1.1208, decode.d7.loss_cls: 0.8896, decode.d7.loss_mask: 0.7454, decode.d7.loss_dice: 1.1273, decode.d8.loss_cls: 0.8917, decode.d8.loss_mask: 0.7423, decode.d8.loss_dice: 1.1295, loss: 32.1646 2022-04-26 04:16:34,216 - mmseg - INFO - Iter [11800/160000] lr: 1.330e-06, eta: 1 day, 21:52:00, time: 1.108, data_time: 0.017, memory: 64049, decode.loss_cls: 0.9285, decode.loss_mask: 0.7688, decode.loss_dice: 1.1556, decode.d0.loss_cls: 4.8579, decode.d0.loss_mask: 0.7729, decode.d0.loss_dice: 1.3311, decode.d1.loss_cls: 1.1004, decode.d1.loss_mask: 0.7836, decode.d1.loss_dice: 1.2283, decode.d2.loss_cls: 0.9760, decode.d2.loss_mask: 0.7785, decode.d2.loss_dice: 1.1796, decode.d3.loss_cls: 0.9536, decode.d3.loss_mask: 0.7711, decode.d3.loss_dice: 1.1560, decode.d4.loss_cls: 0.9346, decode.d4.loss_mask: 0.7742, decode.d4.loss_dice: 1.1598, decode.d5.loss_cls: 0.9235, decode.d5.loss_mask: 0.7730, decode.d5.loss_dice: 1.1598, decode.d6.loss_cls: 0.9157, decode.d6.loss_mask: 0.7747, decode.d6.loss_dice: 1.1485, decode.d7.loss_cls: 0.9186, decode.d7.loss_mask: 0.7716, decode.d7.loss_dice: 1.1522, decode.d8.loss_cls: 0.9162, decode.d8.loss_mask: 0.7722, decode.d8.loss_dice: 1.1572, loss: 32.9936 2022-04-26 04:17:29,603 - mmseg - INFO - Iter [11850/160000] lr: 1.329e-06, eta: 1 day, 21:51:00, time: 1.108, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8844, decode.loss_mask: 0.7664, decode.loss_dice: 1.1157, decode.d0.loss_cls: 4.8032, decode.d0.loss_mask: 0.7818, decode.d0.loss_dice: 1.2928, decode.d1.loss_cls: 1.0438, decode.d1.loss_mask: 0.7868, decode.d1.loss_dice: 1.1947, decode.d2.loss_cls: 0.9155, decode.d2.loss_mask: 0.7724, decode.d2.loss_dice: 1.1428, decode.d3.loss_cls: 0.8987, decode.d3.loss_mask: 0.7706, decode.d3.loss_dice: 1.1193, decode.d4.loss_cls: 0.8972, decode.d4.loss_mask: 0.7688, decode.d4.loss_dice: 1.1189, decode.d5.loss_cls: 0.8900, decode.d5.loss_mask: 0.7669, decode.d5.loss_dice: 1.1233, decode.d6.loss_cls: 0.8723, decode.d6.loss_mask: 0.7739, decode.d6.loss_dice: 1.1218, decode.d7.loss_cls: 0.8754, decode.d7.loss_mask: 0.7702, decode.d7.loss_dice: 1.1235, decode.d8.loss_cls: 0.8693, decode.d8.loss_mask: 0.7687, decode.d8.loss_dice: 1.1278, loss: 32.1567 2022-04-26 04:18:25,281 - mmseg - INFO - Iter [11900/160000] lr: 1.329e-06, eta: 1 day, 21:50:04, time: 1.114, data_time: 0.015, memory: 64049, decode.loss_cls: 0.9481, decode.loss_mask: 0.7637, decode.loss_dice: 1.1325, decode.d0.loss_cls: 4.8720, decode.d0.loss_mask: 0.7732, decode.d0.loss_dice: 1.3139, decode.d1.loss_cls: 1.1166, decode.d1.loss_mask: 0.7859, decode.d1.loss_dice: 1.2124, decode.d2.loss_cls: 1.0187, decode.d2.loss_mask: 0.7707, decode.d2.loss_dice: 1.1637, decode.d3.loss_cls: 0.9834, decode.d3.loss_mask: 0.7637, decode.d3.loss_dice: 1.1412, decode.d4.loss_cls: 0.9629, decode.d4.loss_mask: 0.7672, decode.d4.loss_dice: 1.1404, decode.d5.loss_cls: 0.9586, decode.d5.loss_mask: 0.7693, decode.d5.loss_dice: 1.1370, decode.d6.loss_cls: 0.9510, decode.d6.loss_mask: 0.7652, decode.d6.loss_dice: 1.1252, decode.d7.loss_cls: 0.9477, decode.d7.loss_mask: 0.7665, decode.d7.loss_dice: 1.1399, decode.d8.loss_cls: 0.9482, decode.d8.loss_mask: 0.7613, decode.d8.loss_dice: 1.1335, loss: 33.0335 2022-04-26 04:19:20,888 - mmseg - INFO - Iter [11950/160000] lr: 1.329e-06, eta: 1 day, 21:49:07, time: 1.112, data_time: 0.017, memory: 64049, decode.loss_cls: 0.9067, decode.loss_mask: 0.7628, decode.loss_dice: 1.1400, decode.d0.loss_cls: 4.8029, decode.d0.loss_mask: 0.7624, decode.d0.loss_dice: 1.3220, decode.d1.loss_cls: 1.0623, decode.d1.loss_mask: 0.7733, decode.d1.loss_dice: 1.2109, decode.d2.loss_cls: 0.9575, decode.d2.loss_mask: 0.7652, decode.d2.loss_dice: 1.1655, decode.d3.loss_cls: 0.9240, decode.d3.loss_mask: 0.7637, decode.d3.loss_dice: 1.1433, decode.d4.loss_cls: 0.9230, decode.d4.loss_mask: 0.7620, decode.d4.loss_dice: 1.1496, decode.d5.loss_cls: 0.9085, decode.d5.loss_mask: 0.7587, decode.d5.loss_dice: 1.1430, decode.d6.loss_cls: 0.8983, decode.d6.loss_mask: 0.7579, decode.d6.loss_dice: 1.1363, decode.d7.loss_cls: 0.8999, decode.d7.loss_mask: 0.7592, decode.d7.loss_dice: 1.1457, decode.d8.loss_cls: 0.8974, decode.d8.loss_mask: 0.7623, decode.d8.loss_dice: 1.1425, loss: 32.5068 2022-04-26 04:20:16,105 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 04:20:16,110 - mmseg - INFO - Iter [12000/160000] lr: 1.328e-06, eta: 1 day, 21:48:05, time: 1.104, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8831, decode.loss_mask: 0.7477, decode.loss_dice: 1.1593, decode.d0.loss_cls: 4.7448, decode.d0.loss_mask: 0.7599, decode.d0.loss_dice: 1.3424, decode.d1.loss_cls: 1.0617, decode.d1.loss_mask: 0.7633, decode.d1.loss_dice: 1.2209, decode.d2.loss_cls: 0.9602, decode.d2.loss_mask: 0.7565, decode.d2.loss_dice: 1.1809, decode.d3.loss_cls: 0.9280, decode.d3.loss_mask: 0.7439, decode.d3.loss_dice: 1.1606, decode.d4.loss_cls: 0.9141, decode.d4.loss_mask: 0.7516, decode.d4.loss_dice: 1.1644, decode.d5.loss_cls: 0.9036, decode.d5.loss_mask: 0.7466, decode.d5.loss_dice: 1.1726, decode.d6.loss_cls: 0.8958, decode.d6.loss_mask: 0.7428, decode.d6.loss_dice: 1.1532, decode.d7.loss_cls: 0.8890, decode.d7.loss_mask: 0.7456, decode.d7.loss_dice: 1.1638, decode.d8.loss_cls: 0.8882, decode.d8.loss_mask: 0.7453, decode.d8.loss_dice: 1.1558, loss: 32.4456 2022-04-26 04:21:11,403 - mmseg - INFO - Iter [12050/160000] lr: 1.328e-06, eta: 1 day, 21:47:04, time: 1.106, data_time: 0.017, memory: 64049, decode.loss_cls: 0.9100, decode.loss_mask: 0.7644, decode.loss_dice: 1.1431, decode.d0.loss_cls: 4.7229, decode.d0.loss_mask: 0.7697, decode.d0.loss_dice: 1.3354, decode.d1.loss_cls: 1.0819, decode.d1.loss_mask: 0.7799, decode.d1.loss_dice: 1.2257, decode.d2.loss_cls: 0.9626, decode.d2.loss_mask: 0.7659, decode.d2.loss_dice: 1.1839, decode.d3.loss_cls: 0.9364, decode.d3.loss_mask: 0.7623, decode.d3.loss_dice: 1.1682, decode.d4.loss_cls: 0.9216, decode.d4.loss_mask: 0.7627, decode.d4.loss_dice: 1.1663, decode.d5.loss_cls: 0.9098, decode.d5.loss_mask: 0.7648, decode.d5.loss_dice: 1.1610, decode.d6.loss_cls: 0.9078, decode.d6.loss_mask: 0.7642, decode.d6.loss_dice: 1.1521, decode.d7.loss_cls: 0.9124, decode.d7.loss_mask: 0.7635, decode.d7.loss_dice: 1.1555, decode.d8.loss_cls: 0.9115, decode.d8.loss_mask: 0.7590, decode.d8.loss_dice: 1.1477, loss: 32.6721 2022-04-26 04:22:06,856 - mmseg - INFO - Iter [12100/160000] lr: 1.327e-06, eta: 1 day, 21:46:06, time: 1.109, data_time: 0.017, memory: 64049, decode.loss_cls: 0.9168, decode.loss_mask: 0.7534, decode.loss_dice: 1.1293, decode.d0.loss_cls: 4.7292, decode.d0.loss_mask: 0.7704, decode.d0.loss_dice: 1.3214, decode.d1.loss_cls: 1.0872, decode.d1.loss_mask: 0.7696, decode.d1.loss_dice: 1.1975, decode.d2.loss_cls: 0.9785, decode.d2.loss_mask: 0.7604, decode.d2.loss_dice: 1.1527, decode.d3.loss_cls: 0.9524, decode.d3.loss_mask: 0.7530, decode.d3.loss_dice: 1.1430, decode.d4.loss_cls: 0.9326, decode.d4.loss_mask: 0.7493, decode.d4.loss_dice: 1.1379, decode.d5.loss_cls: 0.9300, decode.d5.loss_mask: 0.7473, decode.d5.loss_dice: 1.1319, decode.d6.loss_cls: 0.9062, decode.d6.loss_mask: 0.7526, decode.d6.loss_dice: 1.1245, decode.d7.loss_cls: 0.9180, decode.d7.loss_mask: 0.7491, decode.d7.loss_dice: 1.1325, decode.d8.loss_cls: 0.9106, decode.d8.loss_mask: 0.7532, decode.d8.loss_dice: 1.1255, loss: 32.4160 2022-04-26 04:23:02,633 - mmseg - INFO - Iter [12150/160000] lr: 1.327e-06, eta: 1 day, 21:45:11, time: 1.116, data_time: 0.018, memory: 64049, decode.loss_cls: 0.8920, decode.loss_mask: 0.7458, decode.loss_dice: 1.1421, decode.d0.loss_cls: 4.7102, decode.d0.loss_mask: 0.7569, decode.d0.loss_dice: 1.3172, decode.d1.loss_cls: 1.0919, decode.d1.loss_mask: 0.7510, decode.d1.loss_dice: 1.2027, decode.d2.loss_cls: 0.9446, decode.d2.loss_mask: 0.7491, decode.d2.loss_dice: 1.1665, decode.d3.loss_cls: 0.9152, decode.d3.loss_mask: 0.7418, decode.d3.loss_dice: 1.1405, decode.d4.loss_cls: 0.8976, decode.d4.loss_mask: 0.7490, decode.d4.loss_dice: 1.1469, decode.d5.loss_cls: 0.8996, decode.d5.loss_mask: 0.7417, decode.d5.loss_dice: 1.1433, decode.d6.loss_cls: 0.8866, decode.d6.loss_mask: 0.7446, decode.d6.loss_dice: 1.1394, decode.d7.loss_cls: 0.8886, decode.d7.loss_mask: 0.7515, decode.d7.loss_dice: 1.1392, decode.d8.loss_cls: 0.8951, decode.d8.loss_mask: 0.7426, decode.d8.loss_dice: 1.1410, loss: 32.1742 2022-04-26 04:23:58,728 - mmseg - INFO - Iter [12200/160000] lr: 1.326e-06, eta: 1 day, 21:44:20, time: 1.122, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9143, decode.loss_mask: 0.7440, decode.loss_dice: 1.1053, decode.d0.loss_cls: 4.6403, decode.d0.loss_mask: 0.7581, decode.d0.loss_dice: 1.2896, decode.d1.loss_cls: 1.0872, decode.d1.loss_mask: 0.7614, decode.d1.loss_dice: 1.1870, decode.d2.loss_cls: 0.9553, decode.d2.loss_mask: 0.7534, decode.d2.loss_dice: 1.1399, decode.d3.loss_cls: 0.9206, decode.d3.loss_mask: 0.7453, decode.d3.loss_dice: 1.1164, decode.d4.loss_cls: 0.9156, decode.d4.loss_mask: 0.7491, decode.d4.loss_dice: 1.1167, decode.d5.loss_cls: 0.9135, decode.d5.loss_mask: 0.7500, decode.d5.loss_dice: 1.1125, decode.d6.loss_cls: 0.9042, decode.d6.loss_mask: 0.7441, decode.d6.loss_dice: 1.1136, decode.d7.loss_cls: 0.9095, decode.d7.loss_mask: 0.7454, decode.d7.loss_dice: 1.1210, decode.d8.loss_cls: 0.9016, decode.d8.loss_mask: 0.7438, decode.d8.loss_dice: 1.1097, loss: 31.9683 2022-04-26 04:24:53,346 - mmseg - INFO - Iter [12250/160000] lr: 1.326e-06, eta: 1 day, 21:43:11, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9016, decode.loss_mask: 0.7458, decode.loss_dice: 1.1457, decode.d0.loss_cls: 4.6124, decode.d0.loss_mask: 0.7652, decode.d0.loss_dice: 1.3311, decode.d1.loss_cls: 1.0636, decode.d1.loss_mask: 0.7772, decode.d1.loss_dice: 1.2168, decode.d2.loss_cls: 0.9466, decode.d2.loss_mask: 0.7630, decode.d2.loss_dice: 1.1683, decode.d3.loss_cls: 0.9205, decode.d3.loss_mask: 0.7563, decode.d3.loss_dice: 1.1559, decode.d4.loss_cls: 0.9092, decode.d4.loss_mask: 0.7534, decode.d4.loss_dice: 1.1574, decode.d5.loss_cls: 0.9020, decode.d5.loss_mask: 0.7510, decode.d5.loss_dice: 1.1447, decode.d6.loss_cls: 0.8930, decode.d6.loss_mask: 0.7486, decode.d6.loss_dice: 1.1449, decode.d7.loss_cls: 0.8910, decode.d7.loss_mask: 0.7458, decode.d7.loss_dice: 1.1524, decode.d8.loss_cls: 0.9004, decode.d8.loss_mask: 0.7452, decode.d8.loss_dice: 1.1438, loss: 32.2527 2022-04-26 04:25:48,290 - mmseg - INFO - Iter [12300/160000] lr: 1.325e-06, eta: 1 day, 21:42:06, time: 1.099, data_time: 0.018, memory: 64049, decode.loss_cls: 0.8958, decode.loss_mask: 0.7620, decode.loss_dice: 1.1257, decode.d0.loss_cls: 4.6510, decode.d0.loss_mask: 0.7904, decode.d0.loss_dice: 1.3132, decode.d1.loss_cls: 1.0938, decode.d1.loss_mask: 0.7838, decode.d1.loss_dice: 1.1929, decode.d2.loss_cls: 0.9564, decode.d2.loss_mask: 0.7684, decode.d2.loss_dice: 1.1495, decode.d3.loss_cls: 0.9235, decode.d3.loss_mask: 0.7654, decode.d3.loss_dice: 1.1337, decode.d4.loss_cls: 0.9087, decode.d4.loss_mask: 0.7655, decode.d4.loss_dice: 1.1271, decode.d5.loss_cls: 0.8895, decode.d5.loss_mask: 0.7680, decode.d5.loss_dice: 1.1302, decode.d6.loss_cls: 0.8866, decode.d6.loss_mask: 0.7702, decode.d6.loss_dice: 1.1199, decode.d7.loss_cls: 0.8889, decode.d7.loss_mask: 0.7679, decode.d7.loss_dice: 1.1285, decode.d8.loss_cls: 0.8880, decode.d8.loss_mask: 0.7673, decode.d8.loss_dice: 1.1286, loss: 32.2405 2022-04-26 04:26:43,050 - mmseg - INFO - Iter [12350/160000] lr: 1.325e-06, eta: 1 day, 21:40:59, time: 1.094, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9089, decode.loss_mask: 0.7845, decode.loss_dice: 1.1518, decode.d0.loss_cls: 4.6063, decode.d0.loss_mask: 0.7834, decode.d0.loss_dice: 1.3439, decode.d1.loss_cls: 1.0803, decode.d1.loss_mask: 0.7904, decode.d1.loss_dice: 1.2274, decode.d2.loss_cls: 0.9637, decode.d2.loss_mask: 0.7793, decode.d2.loss_dice: 1.1783, decode.d3.loss_cls: 0.9339, decode.d3.loss_mask: 0.7795, decode.d3.loss_dice: 1.1495, decode.d4.loss_cls: 0.9261, decode.d4.loss_mask: 0.7790, decode.d4.loss_dice: 1.1545, decode.d5.loss_cls: 0.9166, decode.d5.loss_mask: 0.7791, decode.d5.loss_dice: 1.1567, decode.d6.loss_cls: 0.9133, decode.d6.loss_mask: 0.7797, decode.d6.loss_dice: 1.1469, decode.d7.loss_cls: 0.9059, decode.d7.loss_mask: 0.7829, decode.d7.loss_dice: 1.1585, decode.d8.loss_cls: 0.9103, decode.d8.loss_mask: 0.7811, decode.d8.loss_dice: 1.1518, loss: 32.7036 2022-04-26 04:27:37,921 - mmseg - INFO - Iter [12400/160000] lr: 1.325e-06, eta: 1 day, 21:39:54, time: 1.098, data_time: 0.017, memory: 64049, decode.loss_cls: 0.9177, decode.loss_mask: 0.7433, decode.loss_dice: 1.1086, decode.d0.loss_cls: 4.6247, decode.d0.loss_mask: 0.7467, decode.d0.loss_dice: 1.2855, decode.d1.loss_cls: 1.0703, decode.d1.loss_mask: 0.7617, decode.d1.loss_dice: 1.1826, decode.d2.loss_cls: 0.9736, decode.d2.loss_mask: 0.7523, decode.d2.loss_dice: 1.1409, decode.d3.loss_cls: 0.9443, decode.d3.loss_mask: 0.7412, decode.d3.loss_dice: 1.1146, decode.d4.loss_cls: 0.9336, decode.d4.loss_mask: 0.7462, decode.d4.loss_dice: 1.1210, decode.d5.loss_cls: 0.9240, decode.d5.loss_mask: 0.7490, decode.d5.loss_dice: 1.1191, decode.d6.loss_cls: 0.9118, decode.d6.loss_mask: 0.7483, decode.d6.loss_dice: 1.1119, decode.d7.loss_cls: 0.9136, decode.d7.loss_mask: 0.7433, decode.d7.loss_dice: 1.1168, decode.d8.loss_cls: 0.9092, decode.d8.loss_mask: 0.7452, decode.d8.loss_dice: 1.1147, loss: 32.0159 2022-04-26 04:28:32,940 - mmseg - INFO - Iter [12450/160000] lr: 1.324e-06, eta: 1 day, 21:38:50, time: 1.100, data_time: 0.017, memory: 64049, decode.loss_cls: 0.9156, decode.loss_mask: 0.7345, decode.loss_dice: 1.1292, decode.d0.loss_cls: 4.5971, decode.d0.loss_mask: 0.7540, decode.d0.loss_dice: 1.3106, decode.d1.loss_cls: 1.0806, decode.d1.loss_mask: 0.7454, decode.d1.loss_dice: 1.2025, decode.d2.loss_cls: 0.9777, decode.d2.loss_mask: 0.7345, decode.d2.loss_dice: 1.1543, decode.d3.loss_cls: 0.9304, decode.d3.loss_mask: 0.7303, decode.d3.loss_dice: 1.1361, decode.d4.loss_cls: 0.9324, decode.d4.loss_mask: 0.7271, decode.d4.loss_dice: 1.1374, decode.d5.loss_cls: 0.9224, decode.d5.loss_mask: 0.7279, decode.d5.loss_dice: 1.1317, decode.d6.loss_cls: 0.9157, decode.d6.loss_mask: 0.7263, decode.d6.loss_dice: 1.1251, decode.d7.loss_cls: 0.9122, decode.d7.loss_mask: 0.7325, decode.d7.loss_dice: 1.1329, decode.d8.loss_cls: 0.9062, decode.d8.loss_mask: 0.7353, decode.d8.loss_dice: 1.1307, loss: 32.0286 2022-04-26 04:29:28,511 - mmseg - INFO - Iter [12500/160000] lr: 1.324e-06, eta: 1 day, 21:37:53, time: 1.111, data_time: 0.016, memory: 64049, decode.loss_cls: 0.9027, decode.loss_mask: 0.7914, decode.loss_dice: 1.1526, decode.d0.loss_cls: 4.5393, decode.d0.loss_mask: 0.7944, decode.d0.loss_dice: 1.3263, decode.d1.loss_cls: 1.0241, decode.d1.loss_mask: 0.8125, decode.d1.loss_dice: 1.2213, decode.d2.loss_cls: 0.9319, decode.d2.loss_mask: 0.8041, decode.d2.loss_dice: 1.1828, decode.d3.loss_cls: 0.9074, decode.d3.loss_mask: 0.7938, decode.d3.loss_dice: 1.1606, decode.d4.loss_cls: 0.9016, decode.d4.loss_mask: 0.7958, decode.d4.loss_dice: 1.1544, decode.d5.loss_cls: 0.8993, decode.d5.loss_mask: 0.7862, decode.d5.loss_dice: 1.1545, decode.d6.loss_cls: 0.8935, decode.d6.loss_mask: 0.7917, decode.d6.loss_dice: 1.1459, decode.d7.loss_cls: 0.8898, decode.d7.loss_mask: 0.7926, decode.d7.loss_dice: 1.1479, decode.d8.loss_cls: 0.8904, decode.d8.loss_mask: 0.7927, decode.d8.loss_dice: 1.1536, loss: 32.5351 2022-04-26 04:30:23,385 - mmseg - INFO - Iter [12550/160000] lr: 1.323e-06, eta: 1 day, 21:36:48, time: 1.098, data_time: 0.017, memory: 64049, decode.loss_cls: 0.9198, decode.loss_mask: 0.7768, decode.loss_dice: 1.1676, decode.d0.loss_cls: 4.5327, decode.d0.loss_mask: 0.7833, decode.d0.loss_dice: 1.3448, decode.d1.loss_cls: 1.0768, decode.d1.loss_mask: 0.7841, decode.d1.loss_dice: 1.2361, decode.d2.loss_cls: 0.9540, decode.d2.loss_mask: 0.7778, decode.d2.loss_dice: 1.1980, decode.d3.loss_cls: 0.9327, decode.d3.loss_mask: 0.7753, decode.d3.loss_dice: 1.1697, decode.d4.loss_cls: 0.9318, decode.d4.loss_mask: 0.7782, decode.d4.loss_dice: 1.1697, decode.d5.loss_cls: 0.9178, decode.d5.loss_mask: 0.7758, decode.d5.loss_dice: 1.1673, decode.d6.loss_cls: 0.9024, decode.d6.loss_mask: 0.7758, decode.d6.loss_dice: 1.1608, decode.d7.loss_cls: 0.9088, decode.d7.loss_mask: 0.7777, decode.d7.loss_dice: 1.1663, decode.d8.loss_cls: 0.9118, decode.d8.loss_mask: 0.7781, decode.d8.loss_dice: 1.1734, loss: 32.7250 2022-04-26 04:31:19,315 - mmseg - INFO - Iter [12600/160000] lr: 1.323e-06, eta: 1 day, 21:35:55, time: 1.118, data_time: 0.020, memory: 64049, decode.loss_cls: 0.9180, decode.loss_mask: 0.7601, decode.loss_dice: 1.1542, decode.d0.loss_cls: 4.5287, decode.d0.loss_mask: 0.7773, decode.d0.loss_dice: 1.3474, decode.d1.loss_cls: 1.0829, decode.d1.loss_mask: 0.7749, decode.d1.loss_dice: 1.2301, decode.d2.loss_cls: 0.9663, decode.d2.loss_mask: 0.7659, decode.d2.loss_dice: 1.1822, decode.d3.loss_cls: 0.9345, decode.d3.loss_mask: 0.7573, decode.d3.loss_dice: 1.1665, decode.d4.loss_cls: 0.9305, decode.d4.loss_mask: 0.7584, decode.d4.loss_dice: 1.1640, decode.d5.loss_cls: 0.9303, decode.d5.loss_mask: 0.7560, decode.d5.loss_dice: 1.1627, decode.d6.loss_cls: 0.9192, decode.d6.loss_mask: 0.7556, decode.d6.loss_dice: 1.1539, decode.d7.loss_cls: 0.9202, decode.d7.loss_mask: 0.7552, decode.d7.loss_dice: 1.1550, decode.d8.loss_cls: 0.9225, decode.d8.loss_mask: 0.7542, decode.d8.loss_dice: 1.1552, loss: 32.5393 2022-04-26 04:32:17,545 - mmseg - INFO - Iter [12650/160000] lr: 1.322e-06, eta: 1 day, 21:35:29, time: 1.165, data_time: 0.071, memory: 64049, decode.loss_cls: 0.8833, decode.loss_mask: 0.7488, decode.loss_dice: 1.1495, decode.d0.loss_cls: 4.4763, decode.d0.loss_mask: 0.7662, decode.d0.loss_dice: 1.3075, decode.d1.loss_cls: 1.0237, decode.d1.loss_mask: 0.7688, decode.d1.loss_dice: 1.2140, decode.d2.loss_cls: 0.9174, decode.d2.loss_mask: 0.7575, decode.d2.loss_dice: 1.1749, decode.d3.loss_cls: 0.8955, decode.d3.loss_mask: 0.7528, decode.d3.loss_dice: 1.1537, decode.d4.loss_cls: 0.8886, decode.d4.loss_mask: 0.7536, decode.d4.loss_dice: 1.1528, decode.d5.loss_cls: 0.8812, decode.d5.loss_mask: 0.7478, decode.d5.loss_dice: 1.1505, decode.d6.loss_cls: 0.8754, decode.d6.loss_mask: 0.7537, decode.d6.loss_dice: 1.1445, decode.d7.loss_cls: 0.8697, decode.d7.loss_mask: 0.7524, decode.d7.loss_dice: 1.1529, decode.d8.loss_cls: 0.8775, decode.d8.loss_mask: 0.7492, decode.d8.loss_dice: 1.1497, loss: 31.8893 2022-04-26 04:33:13,050 - mmseg - INFO - Iter [12700/160000] lr: 1.322e-06, eta: 1 day, 21:34:31, time: 1.110, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8478, decode.loss_mask: 0.7454, decode.loss_dice: 1.1093, decode.d0.loss_cls: 4.4365, decode.d0.loss_mask: 0.7538, decode.d0.loss_dice: 1.2802, decode.d1.loss_cls: 0.9948, decode.d1.loss_mask: 0.7611, decode.d1.loss_dice: 1.1774, decode.d2.loss_cls: 0.8993, decode.d2.loss_mask: 0.7437, decode.d2.loss_dice: 1.1369, decode.d3.loss_cls: 0.8689, decode.d3.loss_mask: 0.7461, decode.d3.loss_dice: 1.1102, decode.d4.loss_cls: 0.8506, decode.d4.loss_mask: 0.7448, decode.d4.loss_dice: 1.1136, decode.d5.loss_cls: 0.8515, decode.d5.loss_mask: 0.7454, decode.d5.loss_dice: 1.1092, decode.d6.loss_cls: 0.8504, decode.d6.loss_mask: 0.7434, decode.d6.loss_dice: 1.1062, decode.d7.loss_cls: 0.8394, decode.d7.loss_mask: 0.7449, decode.d7.loss_dice: 1.1052, decode.d8.loss_cls: 0.8448, decode.d8.loss_mask: 0.7456, decode.d8.loss_dice: 1.1086, loss: 31.1152 2022-04-26 04:34:08,706 - mmseg - INFO - Iter [12750/160000] lr: 1.321e-06, eta: 1 day, 21:33:35, time: 1.113, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8996, decode.loss_mask: 0.7478, decode.loss_dice: 1.1262, decode.d0.loss_cls: 4.4729, decode.d0.loss_mask: 0.7603, decode.d0.loss_dice: 1.3232, decode.d1.loss_cls: 1.0537, decode.d1.loss_mask: 0.7615, decode.d1.loss_dice: 1.2133, decode.d2.loss_cls: 0.9594, decode.d2.loss_mask: 0.7528, decode.d2.loss_dice: 1.1556, decode.d3.loss_cls: 0.9282, decode.d3.loss_mask: 0.7471, decode.d3.loss_dice: 1.1277, decode.d4.loss_cls: 0.9270, decode.d4.loss_mask: 0.7477, decode.d4.loss_dice: 1.1256, decode.d5.loss_cls: 0.9130, decode.d5.loss_mask: 0.7469, decode.d5.loss_dice: 1.1352, decode.d6.loss_cls: 0.9011, decode.d6.loss_mask: 0.7478, decode.d6.loss_dice: 1.1284, decode.d7.loss_cls: 0.9050, decode.d7.loss_mask: 0.7473, decode.d7.loss_dice: 1.1266, decode.d8.loss_cls: 0.8989, decode.d8.loss_mask: 0.7500, decode.d8.loss_dice: 1.1307, loss: 31.9603 2022-04-26 04:35:04,137 - mmseg - INFO - Iter [12800/160000] lr: 1.321e-06, eta: 1 day, 21:32:36, time: 1.108, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8953, decode.loss_mask: 0.7503, decode.loss_dice: 1.1136, decode.d0.loss_cls: 4.4036, decode.d0.loss_mask: 0.7631, decode.d0.loss_dice: 1.3091, decode.d1.loss_cls: 1.0439, decode.d1.loss_mask: 0.7721, decode.d1.loss_dice: 1.2012, decode.d2.loss_cls: 0.9408, decode.d2.loss_mask: 0.7556, decode.d2.loss_dice: 1.1510, decode.d3.loss_cls: 0.9214, decode.d3.loss_mask: 0.7503, decode.d3.loss_dice: 1.1250, decode.d4.loss_cls: 0.9122, decode.d4.loss_mask: 0.7481, decode.d4.loss_dice: 1.1296, decode.d5.loss_cls: 0.8918, decode.d5.loss_mask: 0.7483, decode.d5.loss_dice: 1.1235, decode.d6.loss_cls: 0.8889, decode.d6.loss_mask: 0.7529, decode.d6.loss_dice: 1.1189, decode.d7.loss_cls: 0.8920, decode.d7.loss_mask: 0.7490, decode.d7.loss_dice: 1.1197, decode.d8.loss_cls: 0.8927, decode.d8.loss_mask: 0.7511, decode.d8.loss_dice: 1.1176, loss: 31.7325 2022-04-26 04:35:59,829 - mmseg - INFO - Iter [12850/160000] lr: 1.320e-06, eta: 1 day, 21:31:41, time: 1.114, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8555, decode.loss_mask: 0.7262, decode.loss_dice: 1.0837, decode.d0.loss_cls: 4.3972, decode.d0.loss_mask: 0.7479, decode.d0.loss_dice: 1.2699, decode.d1.loss_cls: 1.0299, decode.d1.loss_mask: 0.7464, decode.d1.loss_dice: 1.1567, decode.d2.loss_cls: 0.9112, decode.d2.loss_mask: 0.7384, decode.d2.loss_dice: 1.1106, decode.d3.loss_cls: 0.8825, decode.d3.loss_mask: 0.7323, decode.d3.loss_dice: 1.0940, decode.d4.loss_cls: 0.8668, decode.d4.loss_mask: 0.7288, decode.d4.loss_dice: 1.0898, decode.d5.loss_cls: 0.8700, decode.d5.loss_mask: 0.7274, decode.d5.loss_dice: 1.0886, decode.d6.loss_cls: 0.8600, decode.d6.loss_mask: 0.7312, decode.d6.loss_dice: 1.0841, decode.d7.loss_cls: 0.8539, decode.d7.loss_mask: 0.7299, decode.d7.loss_dice: 1.0811, decode.d8.loss_cls: 0.8448, decode.d8.loss_mask: 0.7287, decode.d8.loss_dice: 1.0815, loss: 30.8488 2022-04-26 04:36:55,361 - mmseg - INFO - Iter [12900/160000] lr: 1.320e-06, eta: 1 day, 21:30:43, time: 1.111, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8777, decode.loss_mask: 0.7455, decode.loss_dice: 1.1190, decode.d0.loss_cls: 4.3838, decode.d0.loss_mask: 0.7559, decode.d0.loss_dice: 1.3119, decode.d1.loss_cls: 1.0408, decode.d1.loss_mask: 0.7637, decode.d1.loss_dice: 1.1967, decode.d2.loss_cls: 0.9380, decode.d2.loss_mask: 0.7502, decode.d2.loss_dice: 1.1443, decode.d3.loss_cls: 0.8995, decode.d3.loss_mask: 0.7460, decode.d3.loss_dice: 1.1296, decode.d4.loss_cls: 0.8893, decode.d4.loss_mask: 0.7440, decode.d4.loss_dice: 1.1294, decode.d5.loss_cls: 0.8819, decode.d5.loss_mask: 0.7405, decode.d5.loss_dice: 1.1239, decode.d6.loss_cls: 0.8806, decode.d6.loss_mask: 0.7433, decode.d6.loss_dice: 1.1188, decode.d7.loss_cls: 0.8781, decode.d7.loss_mask: 0.7460, decode.d7.loss_dice: 1.1198, decode.d8.loss_cls: 0.8825, decode.d8.loss_mask: 0.7446, decode.d8.loss_dice: 1.1121, loss: 31.5375 2022-04-26 04:37:50,263 - mmseg - INFO - Iter [12950/160000] lr: 1.320e-06, eta: 1 day, 21:29:39, time: 1.098, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8638, decode.loss_mask: 0.7683, decode.loss_dice: 1.1001, decode.d0.loss_cls: 4.3576, decode.d0.loss_mask: 0.7871, decode.d0.loss_dice: 1.2925, decode.d1.loss_cls: 1.0120, decode.d1.loss_mask: 0.7876, decode.d1.loss_dice: 1.1869, decode.d2.loss_cls: 0.9198, decode.d2.loss_mask: 0.7673, decode.d2.loss_dice: 1.1293, decode.d3.loss_cls: 0.8907, decode.d3.loss_mask: 0.7652, decode.d3.loss_dice: 1.1051, decode.d4.loss_cls: 0.8834, decode.d4.loss_mask: 0.7625, decode.d4.loss_dice: 1.0997, decode.d5.loss_cls: 0.8656, decode.d5.loss_mask: 0.7585, decode.d5.loss_dice: 1.0993, decode.d6.loss_cls: 0.8579, decode.d6.loss_mask: 0.7647, decode.d6.loss_dice: 1.0936, decode.d7.loss_cls: 0.8501, decode.d7.loss_mask: 0.7626, decode.d7.loss_dice: 1.1030, decode.d8.loss_cls: 0.8510, decode.d8.loss_mask: 0.7720, decode.d8.loss_dice: 1.0969, loss: 31.3542 2022-04-26 04:38:45,243 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 04:38:45,248 - mmseg - INFO - Iter [13000/160000] lr: 1.319e-06, eta: 1 day, 21:28:35, time: 1.100, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8785, decode.loss_mask: 0.7351, decode.loss_dice: 1.1131, decode.d0.loss_cls: 4.3461, decode.d0.loss_mask: 0.7402, decode.d0.loss_dice: 1.3029, decode.d1.loss_cls: 1.0399, decode.d1.loss_mask: 0.7516, decode.d1.loss_dice: 1.1909, decode.d2.loss_cls: 0.9400, decode.d2.loss_mask: 0.7343, decode.d2.loss_dice: 1.1463, decode.d3.loss_cls: 0.8927, decode.d3.loss_mask: 0.7319, decode.d3.loss_dice: 1.1181, decode.d4.loss_cls: 0.8848, decode.d4.loss_mask: 0.7310, decode.d4.loss_dice: 1.1210, decode.d5.loss_cls: 0.8725, decode.d5.loss_mask: 0.7262, decode.d5.loss_dice: 1.1160, decode.d6.loss_cls: 0.8695, decode.d6.loss_mask: 0.7277, decode.d6.loss_dice: 1.1104, decode.d7.loss_cls: 0.8723, decode.d7.loss_mask: 0.7266, decode.d7.loss_dice: 1.1150, decode.d8.loss_cls: 0.8708, decode.d8.loss_mask: 0.7307, decode.d8.loss_dice: 1.1167, loss: 31.2529 2022-04-26 04:39:40,876 - mmseg - INFO - Iter [13050/160000] lr: 1.319e-06, eta: 1 day, 21:27:39, time: 1.113, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8809, decode.loss_mask: 0.7457, decode.loss_dice: 1.1181, decode.d0.loss_cls: 4.3659, decode.d0.loss_mask: 0.7638, decode.d0.loss_dice: 1.2952, decode.d1.loss_cls: 1.0636, decode.d1.loss_mask: 0.7569, decode.d1.loss_dice: 1.1827, decode.d2.loss_cls: 0.9324, decode.d2.loss_mask: 0.7429, decode.d2.loss_dice: 1.1372, decode.d3.loss_cls: 0.8943, decode.d3.loss_mask: 0.7427, decode.d3.loss_dice: 1.1190, decode.d4.loss_cls: 0.8841, decode.d4.loss_mask: 0.7469, decode.d4.loss_dice: 1.1175, decode.d5.loss_cls: 0.8830, decode.d5.loss_mask: 0.7373, decode.d5.loss_dice: 1.1137, decode.d6.loss_cls: 0.8827, decode.d6.loss_mask: 0.7350, decode.d6.loss_dice: 1.1063, decode.d7.loss_cls: 0.8775, decode.d7.loss_mask: 0.7392, decode.d7.loss_dice: 1.1120, decode.d8.loss_cls: 0.8769, decode.d8.loss_mask: 0.7424, decode.d8.loss_dice: 1.1105, loss: 31.4065 2022-04-26 04:40:36,301 - mmseg - INFO - Iter [13100/160000] lr: 1.318e-06, eta: 1 day, 21:26:40, time: 1.109, data_time: 0.015, memory: 64049, decode.loss_cls: 0.9256, decode.loss_mask: 0.7439, decode.loss_dice: 1.1470, decode.d0.loss_cls: 4.3149, decode.d0.loss_mask: 0.7591, decode.d0.loss_dice: 1.3227, decode.d1.loss_cls: 1.0798, decode.d1.loss_mask: 0.7671, decode.d1.loss_dice: 1.2164, decode.d2.loss_cls: 0.9763, decode.d2.loss_mask: 0.7499, decode.d2.loss_dice: 1.1677, decode.d3.loss_cls: 0.9423, decode.d3.loss_mask: 0.7454, decode.d3.loss_dice: 1.1481, decode.d4.loss_cls: 0.9375, decode.d4.loss_mask: 0.7483, decode.d4.loss_dice: 1.1490, decode.d5.loss_cls: 0.9335, decode.d5.loss_mask: 0.7420, decode.d5.loss_dice: 1.1486, decode.d6.loss_cls: 0.9272, decode.d6.loss_mask: 0.7452, decode.d6.loss_dice: 1.1461, decode.d7.loss_cls: 0.9217, decode.d7.loss_mask: 0.7518, decode.d7.loss_dice: 1.1507, decode.d8.loss_cls: 0.9148, decode.d8.loss_mask: 0.7489, decode.d8.loss_dice: 1.1398, loss: 32.1115 2022-04-26 04:41:32,255 - mmseg - INFO - Iter [13150/160000] lr: 1.318e-06, eta: 1 day, 21:25:47, time: 1.119, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8824, decode.loss_mask: 0.7249, decode.loss_dice: 1.1054, decode.d0.loss_cls: 4.3171, decode.d0.loss_mask: 0.7558, decode.d0.loss_dice: 1.3021, decode.d1.loss_cls: 1.0262, decode.d1.loss_mask: 0.7561, decode.d1.loss_dice: 1.1877, decode.d2.loss_cls: 0.9258, decode.d2.loss_mask: 0.7363, decode.d2.loss_dice: 1.1415, decode.d3.loss_cls: 0.8930, decode.d3.loss_mask: 0.7345, decode.d3.loss_dice: 1.1153, decode.d4.loss_cls: 0.8912, decode.d4.loss_mask: 0.7335, decode.d4.loss_dice: 1.1157, decode.d5.loss_cls: 0.8648, decode.d5.loss_mask: 0.7317, decode.d5.loss_dice: 1.1118, decode.d6.loss_cls: 0.8735, decode.d6.loss_mask: 0.7256, decode.d6.loss_dice: 1.1069, decode.d7.loss_cls: 0.8731, decode.d7.loss_mask: 0.7293, decode.d7.loss_dice: 1.1086, decode.d8.loss_cls: 0.8714, decode.d8.loss_mask: 0.7258, decode.d8.loss_dice: 1.1057, loss: 31.1728 2022-04-26 04:42:27,750 - mmseg - INFO - Iter [13200/160000] lr: 1.317e-06, eta: 1 day, 21:24:50, time: 1.110, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8860, decode.loss_mask: 0.7469, decode.loss_dice: 1.1202, decode.d0.loss_cls: 4.2567, decode.d0.loss_mask: 0.7567, decode.d0.loss_dice: 1.3180, decode.d1.loss_cls: 1.0460, decode.d1.loss_mask: 0.7663, decode.d1.loss_dice: 1.1954, decode.d2.loss_cls: 0.9286, decode.d2.loss_mask: 0.7514, decode.d2.loss_dice: 1.1567, decode.d3.loss_cls: 0.9003, decode.d3.loss_mask: 0.7497, decode.d3.loss_dice: 1.1325, decode.d4.loss_cls: 0.8924, decode.d4.loss_mask: 0.7471, decode.d4.loss_dice: 1.1329, decode.d5.loss_cls: 0.8872, decode.d5.loss_mask: 0.7435, decode.d5.loss_dice: 1.1281, decode.d6.loss_cls: 0.8792, decode.d6.loss_mask: 0.7457, decode.d6.loss_dice: 1.1192, decode.d7.loss_cls: 0.8842, decode.d7.loss_mask: 0.7489, decode.d7.loss_dice: 1.1238, decode.d8.loss_cls: 0.8806, decode.d8.loss_mask: 0.7487, decode.d8.loss_dice: 1.1220, loss: 31.4949 2022-04-26 04:43:22,985 - mmseg - INFO - Iter [13250/160000] lr: 1.317e-06, eta: 1 day, 21:23:49, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8523, decode.loss_mask: 0.7357, decode.loss_dice: 1.1072, decode.d0.loss_cls: 4.1933, decode.d0.loss_mask: 0.7463, decode.d0.loss_dice: 1.2779, decode.d1.loss_cls: 1.0272, decode.d1.loss_mask: 0.7479, decode.d1.loss_dice: 1.1814, decode.d2.loss_cls: 0.9156, decode.d2.loss_mask: 0.7357, decode.d2.loss_dice: 1.1341, decode.d3.loss_cls: 0.8800, decode.d3.loss_mask: 0.7309, decode.d3.loss_dice: 1.1167, decode.d4.loss_cls: 0.8629, decode.d4.loss_mask: 0.7318, decode.d4.loss_dice: 1.1139, decode.d5.loss_cls: 0.8553, decode.d5.loss_mask: 0.7374, decode.d5.loss_dice: 1.1088, decode.d6.loss_cls: 0.8465, decode.d6.loss_mask: 0.7375, decode.d6.loss_dice: 1.1030, decode.d7.loss_cls: 0.8505, decode.d7.loss_mask: 0.7345, decode.d7.loss_dice: 1.1132, decode.d8.loss_cls: 0.8433, decode.d8.loss_mask: 0.7333, decode.d8.loss_dice: 1.1113, loss: 30.8655 2022-04-26 04:44:18,201 - mmseg - INFO - Iter [13300/160000] lr: 1.316e-06, eta: 1 day, 21:22:48, time: 1.104, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8535, decode.loss_mask: 0.7585, decode.loss_dice: 1.1230, decode.d0.loss_cls: 4.2023, decode.d0.loss_mask: 0.7716, decode.d0.loss_dice: 1.2873, decode.d1.loss_cls: 1.0186, decode.d1.loss_mask: 0.7750, decode.d1.loss_dice: 1.1890, decode.d2.loss_cls: 0.9106, decode.d2.loss_mask: 0.7677, decode.d2.loss_dice: 1.1406, decode.d3.loss_cls: 0.8809, decode.d3.loss_mask: 0.7575, decode.d3.loss_dice: 1.1293, decode.d4.loss_cls: 0.8717, decode.d4.loss_mask: 0.7603, decode.d4.loss_dice: 1.1261, decode.d5.loss_cls: 0.8599, decode.d5.loss_mask: 0.7608, decode.d5.loss_dice: 1.1304, decode.d6.loss_cls: 0.8539, decode.d6.loss_mask: 0.7581, decode.d6.loss_dice: 1.1212, decode.d7.loss_cls: 0.8535, decode.d7.loss_mask: 0.7585, decode.d7.loss_dice: 1.1277, decode.d8.loss_cls: 0.8548, decode.d8.loss_mask: 0.7596, decode.d8.loss_dice: 1.1266, loss: 31.2884 2022-04-26 04:45:13,465 - mmseg - INFO - Iter [13350/160000] lr: 1.316e-06, eta: 1 day, 21:21:48, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8483, decode.loss_mask: 0.7496, decode.loss_dice: 1.0941, decode.d0.loss_cls: 4.1901, decode.d0.loss_mask: 0.7729, decode.d0.loss_dice: 1.2821, decode.d1.loss_cls: 0.9993, decode.d1.loss_mask: 0.7687, decode.d1.loss_dice: 1.1759, decode.d2.loss_cls: 0.8908, decode.d2.loss_mask: 0.7535, decode.d2.loss_dice: 1.1234, decode.d3.loss_cls: 0.8584, decode.d3.loss_mask: 0.7477, decode.d3.loss_dice: 1.1150, decode.d4.loss_cls: 0.8558, decode.d4.loss_mask: 0.7484, decode.d4.loss_dice: 1.1037, decode.d5.loss_cls: 0.8344, decode.d5.loss_mask: 0.7531, decode.d5.loss_dice: 1.0978, decode.d6.loss_cls: 0.8384, decode.d6.loss_mask: 0.7518, decode.d6.loss_dice: 1.0970, decode.d7.loss_cls: 0.8408, decode.d7.loss_mask: 0.7448, decode.d7.loss_dice: 1.0967, decode.d8.loss_cls: 0.8394, decode.d8.loss_mask: 0.7468, decode.d8.loss_dice: 1.0954, loss: 30.8139 2022-04-26 04:46:10,005 - mmseg - INFO - Iter [13400/160000] lr: 1.316e-06, eta: 1 day, 21:21:01, time: 1.131, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8441, decode.loss_mask: 0.7633, decode.loss_dice: 1.0994, decode.d0.loss_cls: 4.1552, decode.d0.loss_mask: 0.7784, decode.d0.loss_dice: 1.2754, decode.d1.loss_cls: 1.0037, decode.d1.loss_mask: 0.7841, decode.d1.loss_dice: 1.1684, decode.d2.loss_cls: 0.9068, decode.d2.loss_mask: 0.7673, decode.d2.loss_dice: 1.1301, decode.d3.loss_cls: 0.8698, decode.d3.loss_mask: 0.7631, decode.d3.loss_dice: 1.1083, decode.d4.loss_cls: 0.8667, decode.d4.loss_mask: 0.7671, decode.d4.loss_dice: 1.1103, decode.d5.loss_cls: 0.8563, decode.d5.loss_mask: 0.7666, decode.d5.loss_dice: 1.1035, decode.d6.loss_cls: 0.8362, decode.d6.loss_mask: 0.7685, decode.d6.loss_dice: 1.1058, decode.d7.loss_cls: 0.8394, decode.d7.loss_mask: 0.7617, decode.d7.loss_dice: 1.1044, decode.d8.loss_cls: 0.8451, decode.d8.loss_mask: 0.7663, decode.d8.loss_dice: 1.1098, loss: 31.0251 2022-04-26 04:47:05,379 - mmseg - INFO - Iter [13450/160000] lr: 1.315e-06, eta: 1 day, 21:20:02, time: 1.107, data_time: 0.015, memory: 64049, decode.loss_cls: 0.8588, decode.loss_mask: 0.7454, decode.loss_dice: 1.1094, decode.d0.loss_cls: 4.1914, decode.d0.loss_mask: 0.7682, decode.d0.loss_dice: 1.3048, decode.d1.loss_cls: 1.0183, decode.d1.loss_mask: 0.7680, decode.d1.loss_dice: 1.1914, decode.d2.loss_cls: 0.9090, decode.d2.loss_mask: 0.7565, decode.d2.loss_dice: 1.1447, decode.d3.loss_cls: 0.8877, decode.d3.loss_mask: 0.7508, decode.d3.loss_dice: 1.1207, decode.d4.loss_cls: 0.8737, decode.d4.loss_mask: 0.7519, decode.d4.loss_dice: 1.1232, decode.d5.loss_cls: 0.8686, decode.d5.loss_mask: 0.7495, decode.d5.loss_dice: 1.1215, decode.d6.loss_cls: 0.8622, decode.d6.loss_mask: 0.7492, decode.d6.loss_dice: 1.1134, decode.d7.loss_cls: 0.8612, decode.d7.loss_mask: 0.7452, decode.d7.loss_dice: 1.1124, decode.d8.loss_cls: 0.8570, decode.d8.loss_mask: 0.7424, decode.d8.loss_dice: 1.1106, loss: 31.1672 2022-04-26 04:48:00,874 - mmseg - INFO - Iter [13500/160000] lr: 1.315e-06, eta: 1 day, 21:19:05, time: 1.110, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8171, decode.loss_mask: 0.7493, decode.loss_dice: 1.0897, decode.d0.loss_cls: 4.0907, decode.d0.loss_mask: 0.7590, decode.d0.loss_dice: 1.2594, decode.d1.loss_cls: 0.9670, decode.d1.loss_mask: 0.7588, decode.d1.loss_dice: 1.1529, decode.d2.loss_cls: 0.8644, decode.d2.loss_mask: 0.7516, decode.d2.loss_dice: 1.1127, decode.d3.loss_cls: 0.8531, decode.d3.loss_mask: 0.7431, decode.d3.loss_dice: 1.0964, decode.d4.loss_cls: 0.8362, decode.d4.loss_mask: 0.7431, decode.d4.loss_dice: 1.0977, decode.d5.loss_cls: 0.8318, decode.d5.loss_mask: 0.7521, decode.d5.loss_dice: 1.0928, decode.d6.loss_cls: 0.8197, decode.d6.loss_mask: 0.7510, decode.d6.loss_dice: 1.0893, decode.d7.loss_cls: 0.8123, decode.d7.loss_mask: 0.7495, decode.d7.loss_dice: 1.0944, decode.d8.loss_cls: 0.8115, decode.d8.loss_mask: 0.7505, decode.d8.loss_dice: 1.0930, loss: 30.3903 2022-04-26 04:48:56,091 - mmseg - INFO - Iter [13550/160000] lr: 1.314e-06, eta: 1 day, 21:18:04, time: 1.104, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8733, decode.loss_mask: 0.7399, decode.loss_dice: 1.1193, decode.d0.loss_cls: 4.0950, decode.d0.loss_mask: 0.7597, decode.d0.loss_dice: 1.2958, decode.d1.loss_cls: 1.0171, decode.d1.loss_mask: 0.7678, decode.d1.loss_dice: 1.1939, decode.d2.loss_cls: 0.9119, decode.d2.loss_mask: 0.7506, decode.d2.loss_dice: 1.1424, decode.d3.loss_cls: 0.8868, decode.d3.loss_mask: 0.7467, decode.d3.loss_dice: 1.1278, decode.d4.loss_cls: 0.8918, decode.d4.loss_mask: 0.7425, decode.d4.loss_dice: 1.1281, decode.d5.loss_cls: 0.8778, decode.d5.loss_mask: 0.7461, decode.d5.loss_dice: 1.1190, decode.d6.loss_cls: 0.8633, decode.d6.loss_mask: 0.7420, decode.d6.loss_dice: 1.1151, decode.d7.loss_cls: 0.8682, decode.d7.loss_mask: 0.7378, decode.d7.loss_dice: 1.1147, decode.d8.loss_cls: 0.8710, decode.d8.loss_mask: 0.7354, decode.d8.loss_dice: 1.1212, loss: 31.1021 2022-04-26 04:49:51,445 - mmseg - INFO - Iter [13600/160000] lr: 1.314e-06, eta: 1 day, 21:17:05, time: 1.107, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8902, decode.loss_mask: 0.7643, decode.loss_dice: 1.1261, decode.d0.loss_cls: 4.1256, decode.d0.loss_mask: 0.7806, decode.d0.loss_dice: 1.3081, decode.d1.loss_cls: 1.0603, decode.d1.loss_mask: 0.7727, decode.d1.loss_dice: 1.1969, decode.d2.loss_cls: 0.9354, decode.d2.loss_mask: 0.7665, decode.d2.loss_dice: 1.1572, decode.d3.loss_cls: 0.9197, decode.d3.loss_mask: 0.7589, decode.d3.loss_dice: 1.1355, decode.d4.loss_cls: 0.9058, decode.d4.loss_mask: 0.7623, decode.d4.loss_dice: 1.1334, decode.d5.loss_cls: 0.8986, decode.d5.loss_mask: 0.7607, decode.d5.loss_dice: 1.1344, decode.d6.loss_cls: 0.8855, decode.d6.loss_mask: 0.7614, decode.d6.loss_dice: 1.1245, decode.d7.loss_cls: 0.8865, decode.d7.loss_mask: 0.7635, decode.d7.loss_dice: 1.1296, decode.d8.loss_cls: 0.8982, decode.d8.loss_mask: 0.7558, decode.d8.loss_dice: 1.1225, loss: 31.6209 2022-04-26 04:50:46,615 - mmseg - INFO - Iter [13650/160000] lr: 1.313e-06, eta: 1 day, 21:16:04, time: 1.103, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8555, decode.loss_mask: 0.7462, decode.loss_dice: 1.0783, decode.d0.loss_cls: 4.0603, decode.d0.loss_mask: 0.7728, decode.d0.loss_dice: 1.2605, decode.d1.loss_cls: 0.9952, decode.d1.loss_mask: 0.7645, decode.d1.loss_dice: 1.1444, decode.d2.loss_cls: 0.8888, decode.d2.loss_mask: 0.7485, decode.d2.loss_dice: 1.1016, decode.d3.loss_cls: 0.8613, decode.d3.loss_mask: 0.7446, decode.d3.loss_dice: 1.0771, decode.d4.loss_cls: 0.8588, decode.d4.loss_mask: 0.7457, decode.d4.loss_dice: 1.0840, decode.d5.loss_cls: 0.8517, decode.d5.loss_mask: 0.7510, decode.d5.loss_dice: 1.0875, decode.d6.loss_cls: 0.8451, decode.d6.loss_mask: 0.7520, decode.d6.loss_dice: 1.0806, decode.d7.loss_cls: 0.8355, decode.d7.loss_mask: 0.7524, decode.d7.loss_dice: 1.0816, decode.d8.loss_cls: 0.8456, decode.d8.loss_mask: 0.7483, decode.d8.loss_dice: 1.0801, loss: 30.4995 2022-04-26 04:51:41,427 - mmseg - INFO - Iter [13700/160000] lr: 1.313e-06, eta: 1 day, 21:14:59, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8392, decode.loss_mask: 0.7288, decode.loss_dice: 1.1035, decode.d0.loss_cls: 4.0447, decode.d0.loss_mask: 0.7495, decode.d0.loss_dice: 1.2783, decode.d1.loss_cls: 0.9966, decode.d1.loss_mask: 0.7564, decode.d1.loss_dice: 1.1753, decode.d2.loss_cls: 0.8779, decode.d2.loss_mask: 0.7444, decode.d2.loss_dice: 1.1309, decode.d3.loss_cls: 0.8472, decode.d3.loss_mask: 0.7366, decode.d3.loss_dice: 1.1138, decode.d4.loss_cls: 0.8459, decode.d4.loss_mask: 0.7342, decode.d4.loss_dice: 1.1187, decode.d5.loss_cls: 0.8394, decode.d5.loss_mask: 0.7313, decode.d5.loss_dice: 1.1078, decode.d6.loss_cls: 0.8425, decode.d6.loss_mask: 0.7264, decode.d6.loss_dice: 1.1083, decode.d7.loss_cls: 0.8465, decode.d7.loss_mask: 0.7261, decode.d7.loss_dice: 1.1100, decode.d8.loss_cls: 0.8368, decode.d8.loss_mask: 0.7309, decode.d8.loss_dice: 1.1110, loss: 30.5391 2022-04-26 04:52:37,028 - mmseg - INFO - Iter [13750/160000] lr: 1.312e-06, eta: 1 day, 21:14:02, time: 1.112, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8324, decode.loss_mask: 0.7449, decode.loss_dice: 1.0862, decode.d0.loss_cls: 4.0321, decode.d0.loss_mask: 0.7694, decode.d0.loss_dice: 1.2637, decode.d1.loss_cls: 0.9990, decode.d1.loss_mask: 0.7682, decode.d1.loss_dice: 1.1682, decode.d2.loss_cls: 0.8797, decode.d2.loss_mask: 0.7533, decode.d2.loss_dice: 1.1086, decode.d3.loss_cls: 0.8580, decode.d3.loss_mask: 0.7477, decode.d3.loss_dice: 1.0902, decode.d4.loss_cls: 0.8511, decode.d4.loss_mask: 0.7481, decode.d4.loss_dice: 1.0949, decode.d5.loss_cls: 0.8407, decode.d5.loss_mask: 0.7437, decode.d5.loss_dice: 1.0858, decode.d6.loss_cls: 0.8468, decode.d6.loss_mask: 0.7364, decode.d6.loss_dice: 1.0844, decode.d7.loss_cls: 0.8356, decode.d7.loss_mask: 0.7376, decode.d7.loss_dice: 1.0961, decode.d8.loss_cls: 0.8283, decode.d8.loss_mask: 0.7394, decode.d8.loss_dice: 1.0912, loss: 30.4617 2022-04-26 04:53:32,170 - mmseg - INFO - Iter [13800/160000] lr: 1.312e-06, eta: 1 day, 21:13:01, time: 1.103, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8875, decode.loss_mask: 0.7174, decode.loss_dice: 1.1147, decode.d0.loss_cls: 4.0763, decode.d0.loss_mask: 0.7358, decode.d0.loss_dice: 1.3031, decode.d1.loss_cls: 1.0344, decode.d1.loss_mask: 0.7367, decode.d1.loss_dice: 1.2043, decode.d2.loss_cls: 0.9382, decode.d2.loss_mask: 0.7228, decode.d2.loss_dice: 1.1483, decode.d3.loss_cls: 0.9068, decode.d3.loss_mask: 0.7139, decode.d3.loss_dice: 1.1178, decode.d4.loss_cls: 0.8972, decode.d4.loss_mask: 0.7143, decode.d4.loss_dice: 1.1178, decode.d5.loss_cls: 0.8830, decode.d5.loss_mask: 0.7175, decode.d5.loss_dice: 1.1132, decode.d6.loss_cls: 0.8791, decode.d6.loss_mask: 0.7180, decode.d6.loss_dice: 1.1166, decode.d7.loss_cls: 0.8763, decode.d7.loss_mask: 0.7207, decode.d7.loss_dice: 1.1188, decode.d8.loss_cls: 0.8803, decode.d8.loss_mask: 0.7182, decode.d8.loss_dice: 1.1153, loss: 30.9443 2022-04-26 04:54:27,706 - mmseg - INFO - Iter [13850/160000] lr: 1.312e-06, eta: 1 day, 21:12:04, time: 1.111, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8840, decode.loss_mask: 0.7904, decode.loss_dice: 1.1610, decode.d0.loss_cls: 3.9962, decode.d0.loss_mask: 0.8065, decode.d0.loss_dice: 1.3476, decode.d1.loss_cls: 1.0324, decode.d1.loss_mask: 0.8008, decode.d1.loss_dice: 1.2318, decode.d2.loss_cls: 0.9284, decode.d2.loss_mask: 0.7920, decode.d2.loss_dice: 1.1842, decode.d3.loss_cls: 0.9012, decode.d3.loss_mask: 0.7870, decode.d3.loss_dice: 1.1617, decode.d4.loss_cls: 0.8856, decode.d4.loss_mask: 0.7829, decode.d4.loss_dice: 1.1670, decode.d5.loss_cls: 0.8706, decode.d5.loss_mask: 0.7859, decode.d5.loss_dice: 1.1709, decode.d6.loss_cls: 0.8763, decode.d6.loss_mask: 0.7888, decode.d6.loss_dice: 1.1587, decode.d7.loss_cls: 0.8790, decode.d7.loss_mask: 0.7868, decode.d7.loss_dice: 1.1620, decode.d8.loss_cls: 0.8734, decode.d8.loss_mask: 0.7951, decode.d8.loss_dice: 1.1622, loss: 31.9507 2022-04-26 04:55:25,763 - mmseg - INFO - Iter [13900/160000] lr: 1.311e-06, eta: 1 day, 21:11:33, time: 1.161, data_time: 0.064, memory: 64049, decode.loss_cls: 0.8502, decode.loss_mask: 0.7432, decode.loss_dice: 1.0898, decode.d0.loss_cls: 4.0072, decode.d0.loss_mask: 0.7603, decode.d0.loss_dice: 1.2716, decode.d1.loss_cls: 0.9931, decode.d1.loss_mask: 0.7648, decode.d1.loss_dice: 1.1603, decode.d2.loss_cls: 0.8846, decode.d2.loss_mask: 0.7552, decode.d2.loss_dice: 1.1142, decode.d3.loss_cls: 0.8598, decode.d3.loss_mask: 0.7437, decode.d3.loss_dice: 1.1004, decode.d4.loss_cls: 0.8578, decode.d4.loss_mask: 0.7437, decode.d4.loss_dice: 1.0979, decode.d5.loss_cls: 0.8528, decode.d5.loss_mask: 0.7366, decode.d5.loss_dice: 1.0908, decode.d6.loss_cls: 0.8521, decode.d6.loss_mask: 0.7404, decode.d6.loss_dice: 1.0851, decode.d7.loss_cls: 0.8424, decode.d7.loss_mask: 0.7409, decode.d7.loss_dice: 1.0864, decode.d8.loss_cls: 0.8445, decode.d8.loss_mask: 0.7456, decode.d8.loss_dice: 1.0878, loss: 30.5034 2022-04-26 04:56:20,292 - mmseg - INFO - Iter [13950/160000] lr: 1.311e-06, eta: 1 day, 21:10:26, time: 1.091, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8882, decode.loss_mask: 0.7228, decode.loss_dice: 1.1083, decode.d0.loss_cls: 4.0356, decode.d0.loss_mask: 0.7438, decode.d0.loss_dice: 1.2928, decode.d1.loss_cls: 1.0500, decode.d1.loss_mask: 0.7416, decode.d1.loss_dice: 1.1977, decode.d2.loss_cls: 0.9381, decode.d2.loss_mask: 0.7287, decode.d2.loss_dice: 1.1466, decode.d3.loss_cls: 0.9085, decode.d3.loss_mask: 0.7263, decode.d3.loss_dice: 1.1119, decode.d4.loss_cls: 0.9168, decode.d4.loss_mask: 0.7214, decode.d4.loss_dice: 1.1180, decode.d5.loss_cls: 0.9026, decode.d5.loss_mask: 0.7189, decode.d5.loss_dice: 1.1125, decode.d6.loss_cls: 0.8857, decode.d6.loss_mask: 0.7229, decode.d6.loss_dice: 1.1101, decode.d7.loss_cls: 0.8817, decode.d7.loss_mask: 0.7251, decode.d7.loss_dice: 1.1092, decode.d8.loss_cls: 0.8882, decode.d8.loss_mask: 0.7201, decode.d8.loss_dice: 1.1137, loss: 30.9877 2022-04-26 04:57:15,634 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 04:57:15,637 - mmseg - INFO - Iter [14000/160000] lr: 1.310e-06, eta: 1 day, 21:09:26, time: 1.107, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8358, decode.loss_mask: 0.7377, decode.loss_dice: 1.0842, decode.d0.loss_cls: 3.9888, decode.d0.loss_mask: 0.7568, decode.d0.loss_dice: 1.2632, decode.d1.loss_cls: 0.9788, decode.d1.loss_mask: 0.7575, decode.d1.loss_dice: 1.1561, decode.d2.loss_cls: 0.8881, decode.d2.loss_mask: 0.7443, decode.d2.loss_dice: 1.1087, decode.d3.loss_cls: 0.8620, decode.d3.loss_mask: 0.7356, decode.d3.loss_dice: 1.0817, decode.d4.loss_cls: 0.8435, decode.d4.loss_mask: 0.7335, decode.d4.loss_dice: 1.0795, decode.d5.loss_cls: 0.8337, decode.d5.loss_mask: 0.7356, decode.d5.loss_dice: 1.0730, decode.d6.loss_cls: 0.8294, decode.d6.loss_mask: 0.7368, decode.d6.loss_dice: 1.0763, decode.d7.loss_cls: 0.8307, decode.d7.loss_mask: 0.7355, decode.d7.loss_dice: 1.0728, decode.d8.loss_cls: 0.8266, decode.d8.loss_mask: 0.7387, decode.d8.loss_dice: 1.0842, loss: 30.2089 2022-04-26 04:58:10,431 - mmseg - INFO - Iter [14050/160000] lr: 1.310e-06, eta: 1 day, 21:08:22, time: 1.096, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8471, decode.loss_mask: 0.7142, decode.loss_dice: 1.0794, decode.d0.loss_cls: 3.9940, decode.d0.loss_mask: 0.7460, decode.d0.loss_dice: 1.2728, decode.d1.loss_cls: 1.0167, decode.d1.loss_mask: 0.7433, decode.d1.loss_dice: 1.1660, decode.d2.loss_cls: 0.8987, decode.d2.loss_mask: 0.7267, decode.d2.loss_dice: 1.1181, decode.d3.loss_cls: 0.8561, decode.d3.loss_mask: 0.7214, decode.d3.loss_dice: 1.0981, decode.d4.loss_cls: 0.8499, decode.d4.loss_mask: 0.7174, decode.d4.loss_dice: 1.0925, decode.d5.loss_cls: 0.8465, decode.d5.loss_mask: 0.7134, decode.d5.loss_dice: 1.0801, decode.d6.loss_cls: 0.8455, decode.d6.loss_mask: 0.7128, decode.d6.loss_dice: 1.0808, decode.d7.loss_cls: 0.8378, decode.d7.loss_mask: 0.7167, decode.d7.loss_dice: 1.0815, decode.d8.loss_cls: 0.8457, decode.d8.loss_mask: 0.7128, decode.d8.loss_dice: 1.0827, loss: 30.2147 2022-04-26 04:59:06,168 - mmseg - INFO - Iter [14100/160000] lr: 1.309e-06, eta: 1 day, 21:07:26, time: 1.113, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8802, decode.loss_mask: 0.7313, decode.loss_dice: 1.1044, decode.d0.loss_cls: 3.9614, decode.d0.loss_mask: 0.7608, decode.d0.loss_dice: 1.2885, decode.d1.loss_cls: 1.0344, decode.d1.loss_mask: 0.7561, decode.d1.loss_dice: 1.1852, decode.d2.loss_cls: 0.9320, decode.d2.loss_mask: 0.7413, decode.d2.loss_dice: 1.1471, decode.d3.loss_cls: 0.9090, decode.d3.loss_mask: 0.7325, decode.d3.loss_dice: 1.1155, decode.d4.loss_cls: 0.8891, decode.d4.loss_mask: 0.7322, decode.d4.loss_dice: 1.1157, decode.d5.loss_cls: 0.8973, decode.d5.loss_mask: 0.7278, decode.d5.loss_dice: 1.1091, decode.d6.loss_cls: 0.8886, decode.d6.loss_mask: 0.7289, decode.d6.loss_dice: 1.1078, decode.d7.loss_cls: 0.8785, decode.d7.loss_mask: 0.7293, decode.d7.loss_dice: 1.1067, decode.d8.loss_cls: 0.8773, decode.d8.loss_mask: 0.7334, decode.d8.loss_dice: 1.1094, loss: 30.9107 2022-04-26 05:00:01,287 - mmseg - INFO - Iter [14150/160000] lr: 1.309e-06, eta: 1 day, 21:06:25, time: 1.104, data_time: 0.018, memory: 64049, decode.loss_cls: 0.8633, decode.loss_mask: 0.7600, decode.loss_dice: 1.1217, decode.d0.loss_cls: 3.9845, decode.d0.loss_mask: 0.7746, decode.d0.loss_dice: 1.2914, decode.d1.loss_cls: 1.0373, decode.d1.loss_mask: 0.7757, decode.d1.loss_dice: 1.1785, decode.d2.loss_cls: 0.9389, decode.d2.loss_mask: 0.7584, decode.d2.loss_dice: 1.1322, decode.d3.loss_cls: 0.8976, decode.d3.loss_mask: 0.7563, decode.d3.loss_dice: 1.1158, decode.d4.loss_cls: 0.8903, decode.d4.loss_mask: 0.7571, decode.d4.loss_dice: 1.1207, decode.d5.loss_cls: 0.8709, decode.d5.loss_mask: 0.7636, decode.d5.loss_dice: 1.1247, decode.d6.loss_cls: 0.8713, decode.d6.loss_mask: 0.7584, decode.d6.loss_dice: 1.1162, decode.d7.loss_cls: 0.8697, decode.d7.loss_mask: 0.7605, decode.d7.loss_dice: 1.1169, decode.d8.loss_cls: 0.8697, decode.d8.loss_mask: 0.7566, decode.d8.loss_dice: 1.1160, loss: 31.1487 2022-04-26 05:00:56,147 - mmseg - INFO - Iter [14200/160000] lr: 1.308e-06, eta: 1 day, 21:05:21, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8090, decode.loss_mask: 0.7297, decode.loss_dice: 1.0869, decode.d0.loss_cls: 3.8679, decode.d0.loss_mask: 0.7511, decode.d0.loss_dice: 1.2703, decode.d1.loss_cls: 0.9771, decode.d1.loss_mask: 0.7418, decode.d1.loss_dice: 1.1543, decode.d2.loss_cls: 0.8595, decode.d2.loss_mask: 0.7321, decode.d2.loss_dice: 1.1137, decode.d3.loss_cls: 0.8297, decode.d3.loss_mask: 0.7313, decode.d3.loss_dice: 1.0843, decode.d4.loss_cls: 0.8230, decode.d4.loss_mask: 0.7274, decode.d4.loss_dice: 1.0906, decode.d5.loss_cls: 0.8183, decode.d5.loss_mask: 0.7254, decode.d5.loss_dice: 1.0905, decode.d6.loss_cls: 0.8099, decode.d6.loss_mask: 0.7216, decode.d6.loss_dice: 1.0812, decode.d7.loss_cls: 0.8127, decode.d7.loss_mask: 0.7255, decode.d7.loss_dice: 1.0847, decode.d8.loss_cls: 0.8045, decode.d8.loss_mask: 0.7299, decode.d8.loss_dice: 1.0924, loss: 29.8762 2022-04-26 05:01:51,644 - mmseg - INFO - Iter [14250/160000] lr: 1.308e-06, eta: 1 day, 21:04:24, time: 1.110, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8755, decode.loss_mask: 0.7386, decode.loss_dice: 1.1326, decode.d0.loss_cls: 3.8783, decode.d0.loss_mask: 0.7653, decode.d0.loss_dice: 1.3226, decode.d1.loss_cls: 1.0167, decode.d1.loss_mask: 0.7659, decode.d1.loss_dice: 1.2176, decode.d2.loss_cls: 0.9115, decode.d2.loss_mask: 0.7493, decode.d2.loss_dice: 1.1689, decode.d3.loss_cls: 0.8968, decode.d3.loss_mask: 0.7359, decode.d3.loss_dice: 1.1374, decode.d4.loss_cls: 0.8813, decode.d4.loss_mask: 0.7387, decode.d4.loss_dice: 1.1400, decode.d5.loss_cls: 0.8806, decode.d5.loss_mask: 0.7378, decode.d5.loss_dice: 1.1331, decode.d6.loss_cls: 0.8726, decode.d6.loss_mask: 0.7380, decode.d6.loss_dice: 1.1348, decode.d7.loss_cls: 0.8703, decode.d7.loss_mask: 0.7410, decode.d7.loss_dice: 1.1323, decode.d8.loss_cls: 0.8723, decode.d8.loss_mask: 0.7409, decode.d8.loss_dice: 1.1330, loss: 31.0596 2022-04-26 05:02:47,193 - mmseg - INFO - Iter [14300/160000] lr: 1.307e-06, eta: 1 day, 21:03:27, time: 1.111, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8448, decode.loss_mask: 0.7065, decode.loss_dice: 1.0747, decode.d0.loss_cls: 3.9358, decode.d0.loss_mask: 0.7245, decode.d0.loss_dice: 1.2572, decode.d1.loss_cls: 0.9948, decode.d1.loss_mask: 0.7256, decode.d1.loss_dice: 1.1473, decode.d2.loss_cls: 0.9004, decode.d2.loss_mask: 0.7072, decode.d2.loss_dice: 1.0982, decode.d3.loss_cls: 0.8612, decode.d3.loss_mask: 0.7052, decode.d3.loss_dice: 1.0831, decode.d4.loss_cls: 0.8585, decode.d4.loss_mask: 0.6992, decode.d4.loss_dice: 1.0857, decode.d5.loss_cls: 0.8531, decode.d5.loss_mask: 0.7042, decode.d5.loss_dice: 1.0801, decode.d6.loss_cls: 0.8504, decode.d6.loss_mask: 0.7027, decode.d6.loss_dice: 1.0730, decode.d7.loss_cls: 0.8447, decode.d7.loss_mask: 0.7087, decode.d7.loss_dice: 1.0762, decode.d8.loss_cls: 0.8430, decode.d8.loss_mask: 0.7106, decode.d8.loss_dice: 1.0784, loss: 29.9348 2022-04-26 05:03:42,222 - mmseg - INFO - Iter [14350/160000] lr: 1.307e-06, eta: 1 day, 21:02:25, time: 1.101, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8695, decode.loss_mask: 0.7357, decode.loss_dice: 1.1228, decode.d0.loss_cls: 3.8934, decode.d0.loss_mask: 0.7543, decode.d0.loss_dice: 1.2940, decode.d1.loss_cls: 0.9995, decode.d1.loss_mask: 0.7595, decode.d1.loss_dice: 1.1971, decode.d2.loss_cls: 0.9015, decode.d2.loss_mask: 0.7507, decode.d2.loss_dice: 1.1517, decode.d3.loss_cls: 0.8792, decode.d3.loss_mask: 0.7406, decode.d3.loss_dice: 1.1301, decode.d4.loss_cls: 0.8846, decode.d4.loss_mask: 0.7344, decode.d4.loss_dice: 1.1283, decode.d5.loss_cls: 0.8662, decode.d5.loss_mask: 0.7337, decode.d5.loss_dice: 1.1228, decode.d6.loss_cls: 0.8579, decode.d6.loss_mask: 0.7348, decode.d6.loss_dice: 1.1137, decode.d7.loss_cls: 0.8662, decode.d7.loss_mask: 0.7343, decode.d7.loss_dice: 1.1254, decode.d8.loss_cls: 0.8589, decode.d8.loss_mask: 0.7341, decode.d8.loss_dice: 1.1212, loss: 30.7963 2022-04-26 05:04:37,628 - mmseg - INFO - Iter [14400/160000] lr: 1.307e-06, eta: 1 day, 21:01:27, time: 1.108, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8073, decode.loss_mask: 0.7451, decode.loss_dice: 1.0941, decode.d0.loss_cls: 3.8292, decode.d0.loss_mask: 0.7658, decode.d0.loss_dice: 1.2596, decode.d1.loss_cls: 0.9687, decode.d1.loss_mask: 0.7636, decode.d1.loss_dice: 1.1622, decode.d2.loss_cls: 0.8742, decode.d2.loss_mask: 0.7524, decode.d2.loss_dice: 1.1134, decode.d3.loss_cls: 0.8443, decode.d3.loss_mask: 0.7448, decode.d3.loss_dice: 1.0951, decode.d4.loss_cls: 0.8281, decode.d4.loss_mask: 0.7435, decode.d4.loss_dice: 1.1014, decode.d5.loss_cls: 0.8269, decode.d5.loss_mask: 0.7433, decode.d5.loss_dice: 1.0879, decode.d6.loss_cls: 0.8002, decode.d6.loss_mask: 0.7464, decode.d6.loss_dice: 1.0914, decode.d7.loss_cls: 0.8003, decode.d7.loss_mask: 0.7491, decode.d7.loss_dice: 1.0935, decode.d8.loss_cls: 0.8092, decode.d8.loss_mask: 0.7419, decode.d8.loss_dice: 1.0957, loss: 30.0783 2022-04-26 05:05:33,735 - mmseg - INFO - Iter [14450/160000] lr: 1.306e-06, eta: 1 day, 21:00:35, time: 1.122, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8339, decode.loss_mask: 0.7339, decode.loss_dice: 1.1027, decode.d0.loss_cls: 3.8047, decode.d0.loss_mask: 0.7567, decode.d0.loss_dice: 1.2854, decode.d1.loss_cls: 0.9748, decode.d1.loss_mask: 0.7525, decode.d1.loss_dice: 1.1705, decode.d2.loss_cls: 0.8860, decode.d2.loss_mask: 0.7451, decode.d2.loss_dice: 1.1232, decode.d3.loss_cls: 0.8511, decode.d3.loss_mask: 0.7378, decode.d3.loss_dice: 1.1053, decode.d4.loss_cls: 0.8495, decode.d4.loss_mask: 0.7371, decode.d4.loss_dice: 1.1104, decode.d5.loss_cls: 0.8402, decode.d5.loss_mask: 0.7322, decode.d5.loss_dice: 1.1016, decode.d6.loss_cls: 0.8329, decode.d6.loss_mask: 0.7304, decode.d6.loss_dice: 1.0963, decode.d7.loss_cls: 0.8343, decode.d7.loss_mask: 0.7293, decode.d7.loss_dice: 1.0967, decode.d8.loss_cls: 0.8365, decode.d8.loss_mask: 0.7301, decode.d8.loss_dice: 1.0949, loss: 30.2162 2022-04-26 05:06:29,148 - mmseg - INFO - Iter [14500/160000] lr: 1.306e-06, eta: 1 day, 20:59:37, time: 1.109, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8301, decode.loss_mask: 0.7445, decode.loss_dice: 1.0979, decode.d0.loss_cls: 3.7747, decode.d0.loss_mask: 0.7643, decode.d0.loss_dice: 1.2764, decode.d1.loss_cls: 0.9784, decode.d1.loss_mask: 0.7626, decode.d1.loss_dice: 1.1655, decode.d2.loss_cls: 0.8824, decode.d2.loss_mask: 0.7503, decode.d2.loss_dice: 1.1095, decode.d3.loss_cls: 0.8435, decode.d3.loss_mask: 0.7458, decode.d3.loss_dice: 1.0990, decode.d4.loss_cls: 0.8338, decode.d4.loss_mask: 0.7466, decode.d4.loss_dice: 1.1025, decode.d5.loss_cls: 0.8337, decode.d5.loss_mask: 0.7436, decode.d5.loss_dice: 1.1035, decode.d6.loss_cls: 0.8382, decode.d6.loss_mask: 0.7391, decode.d6.loss_dice: 1.0946, decode.d7.loss_cls: 0.8229, decode.d7.loss_mask: 0.7409, decode.d7.loss_dice: 1.1003, decode.d8.loss_cls: 0.8260, decode.d8.loss_mask: 0.7449, decode.d8.loss_dice: 1.1001, loss: 30.1954 2022-04-26 05:07:24,354 - mmseg - INFO - Iter [14550/160000] lr: 1.305e-06, eta: 1 day, 20:58:37, time: 1.104, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8147, decode.loss_mask: 0.7658, decode.loss_dice: 1.1003, decode.d0.loss_cls: 3.7802, decode.d0.loss_mask: 0.7921, decode.d0.loss_dice: 1.2726, decode.d1.loss_cls: 0.9864, decode.d1.loss_mask: 0.7875, decode.d1.loss_dice: 1.1800, decode.d2.loss_cls: 0.8825, decode.d2.loss_mask: 0.7745, decode.d2.loss_dice: 1.1268, decode.d3.loss_cls: 0.8439, decode.d3.loss_mask: 0.7650, decode.d3.loss_dice: 1.1027, decode.d4.loss_cls: 0.8357, decode.d4.loss_mask: 0.7614, decode.d4.loss_dice: 1.1012, decode.d5.loss_cls: 0.8299, decode.d5.loss_mask: 0.7661, decode.d5.loss_dice: 1.0917, decode.d6.loss_cls: 0.8221, decode.d6.loss_mask: 0.7643, decode.d6.loss_dice: 1.0931, decode.d7.loss_cls: 0.8072, decode.d7.loss_mask: 0.7637, decode.d7.loss_dice: 1.1027, decode.d8.loss_cls: 0.8105, decode.d8.loss_mask: 0.7618, decode.d8.loss_dice: 1.0931, loss: 30.3794 2022-04-26 05:08:20,029 - mmseg - INFO - Iter [14600/160000] lr: 1.305e-06, eta: 1 day, 20:57:42, time: 1.114, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8126, decode.loss_mask: 0.7231, decode.loss_dice: 1.0691, decode.d0.loss_cls: 3.7517, decode.d0.loss_mask: 0.7485, decode.d0.loss_dice: 1.2446, decode.d1.loss_cls: 0.9440, decode.d1.loss_mask: 0.7372, decode.d1.loss_dice: 1.1442, decode.d2.loss_cls: 0.8518, decode.d2.loss_mask: 0.7173, decode.d2.loss_dice: 1.0967, decode.d3.loss_cls: 0.8243, decode.d3.loss_mask: 0.7180, decode.d3.loss_dice: 1.0781, decode.d4.loss_cls: 0.8110, decode.d4.loss_mask: 0.7175, decode.d4.loss_dice: 1.0792, decode.d5.loss_cls: 0.8067, decode.d5.loss_mask: 0.7207, decode.d5.loss_dice: 1.0762, decode.d6.loss_cls: 0.8082, decode.d6.loss_mask: 0.7164, decode.d6.loss_dice: 1.0713, decode.d7.loss_cls: 0.8090, decode.d7.loss_mask: 0.7178, decode.d7.loss_dice: 1.0745, decode.d8.loss_cls: 0.8076, decode.d8.loss_mask: 0.7184, decode.d8.loss_dice: 1.0667, loss: 29.4624 2022-04-26 05:09:16,031 - mmseg - INFO - Iter [14650/160000] lr: 1.304e-06, eta: 1 day, 20:56:49, time: 1.120, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8743, decode.loss_mask: 0.7207, decode.loss_dice: 1.1266, decode.d0.loss_cls: 3.8317, decode.d0.loss_mask: 0.7413, decode.d0.loss_dice: 1.3216, decode.d1.loss_cls: 1.0268, decode.d1.loss_mask: 0.7306, decode.d1.loss_dice: 1.2092, decode.d2.loss_cls: 0.9137, decode.d2.loss_mask: 0.7294, decode.d2.loss_dice: 1.1622, decode.d3.loss_cls: 0.8919, decode.d3.loss_mask: 0.7196, decode.d3.loss_dice: 1.1307, decode.d4.loss_cls: 0.8869, decode.d4.loss_mask: 0.7227, decode.d4.loss_dice: 1.1281, decode.d5.loss_cls: 0.8713, decode.d5.loss_mask: 0.7195, decode.d5.loss_dice: 1.1233, decode.d6.loss_cls: 0.8775, decode.d6.loss_mask: 0.7220, decode.d6.loss_dice: 1.1164, decode.d7.loss_cls: 0.8752, decode.d7.loss_mask: 0.7179, decode.d7.loss_dice: 1.1190, decode.d8.loss_cls: 0.8822, decode.d8.loss_mask: 0.7194, decode.d8.loss_dice: 1.1205, loss: 30.7323 2022-04-26 05:10:11,077 - mmseg - INFO - Iter [14700/160000] lr: 1.304e-06, eta: 1 day, 20:55:47, time: 1.101, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8410, decode.loss_mask: 0.7232, decode.loss_dice: 1.0844, decode.d0.loss_cls: 3.7917, decode.d0.loss_mask: 0.7357, decode.d0.loss_dice: 1.2746, decode.d1.loss_cls: 1.0111, decode.d1.loss_mask: 0.7463, decode.d1.loss_dice: 1.1582, decode.d2.loss_cls: 0.8981, decode.d2.loss_mask: 0.7287, decode.d2.loss_dice: 1.1086, decode.d3.loss_cls: 0.8613, decode.d3.loss_mask: 0.7236, decode.d3.loss_dice: 1.0885, decode.d4.loss_cls: 0.8514, decode.d4.loss_mask: 0.7231, decode.d4.loss_dice: 1.0924, decode.d5.loss_cls: 0.8416, decode.d5.loss_mask: 0.7247, decode.d5.loss_dice: 1.0839, decode.d6.loss_cls: 0.8280, decode.d6.loss_mask: 0.7188, decode.d6.loss_dice: 1.0832, decode.d7.loss_cls: 0.8464, decode.d7.loss_mask: 0.7230, decode.d7.loss_dice: 1.0811, decode.d8.loss_cls: 0.8387, decode.d8.loss_mask: 0.7186, decode.d8.loss_dice: 1.0778, loss: 30.0078 2022-04-26 05:11:06,512 - mmseg - INFO - Iter [14750/160000] lr: 1.303e-06, eta: 1 day, 20:54:50, time: 1.109, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8454, decode.loss_mask: 0.7382, decode.loss_dice: 1.1021, decode.d0.loss_cls: 3.7727, decode.d0.loss_mask: 0.7599, decode.d0.loss_dice: 1.2843, decode.d1.loss_cls: 1.0090, decode.d1.loss_mask: 0.7618, decode.d1.loss_dice: 1.1791, decode.d2.loss_cls: 0.9026, decode.d2.loss_mask: 0.7488, decode.d2.loss_dice: 1.1338, decode.d3.loss_cls: 0.8702, decode.d3.loss_mask: 0.7418, decode.d3.loss_dice: 1.1133, decode.d4.loss_cls: 0.8663, decode.d4.loss_mask: 0.7388, decode.d4.loss_dice: 1.1132, decode.d5.loss_cls: 0.8464, decode.d5.loss_mask: 0.7359, decode.d5.loss_dice: 1.1104, decode.d6.loss_cls: 0.8469, decode.d6.loss_mask: 0.7368, decode.d6.loss_dice: 1.0966, decode.d7.loss_cls: 0.8483, decode.d7.loss_mask: 0.7351, decode.d7.loss_dice: 1.1013, decode.d8.loss_cls: 0.8508, decode.d8.loss_mask: 0.7366, decode.d8.loss_dice: 1.1002, loss: 30.4267 2022-04-26 05:12:01,474 - mmseg - INFO - Iter [14800/160000] lr: 1.303e-06, eta: 1 day, 20:53:47, time: 1.099, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8036, decode.loss_mask: 0.7358, decode.loss_dice: 1.0738, decode.d0.loss_cls: 3.6905, decode.d0.loss_mask: 0.7562, decode.d0.loss_dice: 1.2575, decode.d1.loss_cls: 0.9558, decode.d1.loss_mask: 0.7625, decode.d1.loss_dice: 1.1528, decode.d2.loss_cls: 0.8538, decode.d2.loss_mask: 0.7437, decode.d2.loss_dice: 1.1123, decode.d3.loss_cls: 0.8255, decode.d3.loss_mask: 0.7352, decode.d3.loss_dice: 1.0831, decode.d4.loss_cls: 0.8220, decode.d4.loss_mask: 0.7327, decode.d4.loss_dice: 1.0815, decode.d5.loss_cls: 0.8054, decode.d5.loss_mask: 0.7286, decode.d5.loss_dice: 1.0783, decode.d6.loss_cls: 0.8098, decode.d6.loss_mask: 0.7328, decode.d6.loss_dice: 1.0760, decode.d7.loss_cls: 0.8018, decode.d7.loss_mask: 0.7351, decode.d7.loss_dice: 1.0793, decode.d8.loss_cls: 0.8025, decode.d8.loss_mask: 0.7335, decode.d8.loss_dice: 1.0722, loss: 29.6337 2022-04-26 05:12:56,578 - mmseg - INFO - Iter [14850/160000] lr: 1.303e-06, eta: 1 day, 20:52:46, time: 1.102, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8466, decode.loss_mask: 0.7607, decode.loss_dice: 1.0860, decode.d0.loss_cls: 3.6911, decode.d0.loss_mask: 0.7836, decode.d0.loss_dice: 1.2758, decode.d1.loss_cls: 1.0085, decode.d1.loss_mask: 0.7809, decode.d1.loss_dice: 1.1735, decode.d2.loss_cls: 0.8924, decode.d2.loss_mask: 0.7738, decode.d2.loss_dice: 1.1200, decode.d3.loss_cls: 0.8708, decode.d3.loss_mask: 0.7664, decode.d3.loss_dice: 1.0957, decode.d4.loss_cls: 0.8636, decode.d4.loss_mask: 0.7673, decode.d4.loss_dice: 1.0953, decode.d5.loss_cls: 0.8513, decode.d5.loss_mask: 0.7686, decode.d5.loss_dice: 1.0922, decode.d6.loss_cls: 0.8483, decode.d6.loss_mask: 0.7660, decode.d6.loss_dice: 1.0881, decode.d7.loss_cls: 0.8489, decode.d7.loss_mask: 0.7644, decode.d7.loss_dice: 1.0874, decode.d8.loss_cls: 0.8522, decode.d8.loss_mask: 0.7669, decode.d8.loss_dice: 1.0764, loss: 30.4628 2022-04-26 05:13:51,927 - mmseg - INFO - Iter [14900/160000] lr: 1.302e-06, eta: 1 day, 20:51:47, time: 1.107, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8979, decode.loss_mask: 0.7481, decode.loss_dice: 1.0891, decode.d0.loss_cls: 3.7176, decode.d0.loss_mask: 0.7741, decode.d0.loss_dice: 1.2776, decode.d1.loss_cls: 1.0221, decode.d1.loss_mask: 0.7673, decode.d1.loss_dice: 1.1640, decode.d2.loss_cls: 0.9319, decode.d2.loss_mask: 0.7567, decode.d2.loss_dice: 1.1149, decode.d3.loss_cls: 0.8991, decode.d3.loss_mask: 0.7464, decode.d3.loss_dice: 1.1075, decode.d4.loss_cls: 0.8895, decode.d4.loss_mask: 0.7446, decode.d4.loss_dice: 1.1029, decode.d5.loss_cls: 0.8835, decode.d5.loss_mask: 0.7453, decode.d5.loss_dice: 1.0952, decode.d6.loss_cls: 0.8742, decode.d6.loss_mask: 0.7497, decode.d6.loss_dice: 1.0888, decode.d7.loss_cls: 0.8731, decode.d7.loss_mask: 0.7491, decode.d7.loss_dice: 1.0917, decode.d8.loss_cls: 0.8868, decode.d8.loss_mask: 0.7491, decode.d8.loss_dice: 1.0942, loss: 30.6322 2022-04-26 05:14:48,618 - mmseg - INFO - Iter [14950/160000] lr: 1.302e-06, eta: 1 day, 20:51:02, time: 1.134, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8086, decode.loss_mask: 0.7441, decode.loss_dice: 1.1085, decode.d0.loss_cls: 3.6961, decode.d0.loss_mask: 0.7544, decode.d0.loss_dice: 1.2861, decode.d1.loss_cls: 0.9578, decode.d1.loss_mask: 0.7559, decode.d1.loss_dice: 1.1842, decode.d2.loss_cls: 0.8775, decode.d2.loss_mask: 0.7435, decode.d2.loss_dice: 1.1373, decode.d3.loss_cls: 0.8486, decode.d3.loss_mask: 0.7364, decode.d3.loss_dice: 1.1078, decode.d4.loss_cls: 0.8273, decode.d4.loss_mask: 0.7401, decode.d4.loss_dice: 1.1061, decode.d5.loss_cls: 0.8173, decode.d5.loss_mask: 0.7422, decode.d5.loss_dice: 1.1124, decode.d6.loss_cls: 0.8164, decode.d6.loss_mask: 0.7418, decode.d6.loss_dice: 1.1107, decode.d7.loss_cls: 0.8140, decode.d7.loss_mask: 0.7408, decode.d7.loss_dice: 1.1057, decode.d8.loss_cls: 0.8154, decode.d8.loss_mask: 0.7386, decode.d8.loss_dice: 1.1051, loss: 30.0809 2022-04-26 05:15:43,149 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 05:15:43,150 - mmseg - INFO - Iter [15000/160000] lr: 1.301e-06, eta: 1 day, 20:49:55, time: 1.091, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8089, decode.loss_mask: 0.7250, decode.loss_dice: 1.0962, decode.d0.loss_cls: 3.7119, decode.d0.loss_mask: 0.7478, decode.d0.loss_dice: 1.2762, decode.d1.loss_cls: 0.9651, decode.d1.loss_mask: 0.7421, decode.d1.loss_dice: 1.1696, decode.d2.loss_cls: 0.8573, decode.d2.loss_mask: 0.7326, decode.d2.loss_dice: 1.1272, decode.d3.loss_cls: 0.8226, decode.d3.loss_mask: 0.7256, decode.d3.loss_dice: 1.1065, decode.d4.loss_cls: 0.8303, decode.d4.loss_mask: 0.7228, decode.d4.loss_dice: 1.1051, decode.d5.loss_cls: 0.8127, decode.d5.loss_mask: 0.7231, decode.d5.loss_dice: 1.1079, decode.d6.loss_cls: 0.8021, decode.d6.loss_mask: 0.7269, decode.d6.loss_dice: 1.0971, decode.d7.loss_cls: 0.8019, decode.d7.loss_mask: 0.7285, decode.d7.loss_dice: 1.1012, decode.d8.loss_cls: 0.8084, decode.d8.loss_mask: 0.7187, decode.d8.loss_dice: 1.0987, loss: 29.7999 2022-04-26 05:16:38,058 - mmseg - INFO - Iter [15050/160000] lr: 1.301e-06, eta: 1 day, 20:48:52, time: 1.098, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8283, decode.loss_mask: 0.7371, decode.loss_dice: 1.1117, decode.d0.loss_cls: 3.6791, decode.d0.loss_mask: 0.7668, decode.d0.loss_dice: 1.2953, decode.d1.loss_cls: 0.9869, decode.d1.loss_mask: 0.7629, decode.d1.loss_dice: 1.1855, decode.d2.loss_cls: 0.8790, decode.d2.loss_mask: 0.7476, decode.d2.loss_dice: 1.1420, decode.d3.loss_cls: 0.8497, decode.d3.loss_mask: 0.7390, decode.d3.loss_dice: 1.1133, decode.d4.loss_cls: 0.8418, decode.d4.loss_mask: 0.7359, decode.d4.loss_dice: 1.1138, decode.d5.loss_cls: 0.8292, decode.d5.loss_mask: 0.7345, decode.d5.loss_dice: 1.1093, decode.d6.loss_cls: 0.8255, decode.d6.loss_mask: 0.7328, decode.d6.loss_dice: 1.1035, decode.d7.loss_cls: 0.8270, decode.d7.loss_mask: 0.7302, decode.d7.loss_dice: 1.1149, decode.d8.loss_cls: 0.8349, decode.d8.loss_mask: 0.7306, decode.d8.loss_dice: 1.1124, loss: 30.2004 2022-04-26 05:17:32,847 - mmseg - INFO - Iter [15100/160000] lr: 1.300e-06, eta: 1 day, 20:47:49, time: 1.096, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8446, decode.loss_mask: 0.7497, decode.loss_dice: 1.1219, decode.d0.loss_cls: 3.6192, decode.d0.loss_mask: 0.7652, decode.d0.loss_dice: 1.3019, decode.d1.loss_cls: 1.0073, decode.d1.loss_mask: 0.7728, decode.d1.loss_dice: 1.1969, decode.d2.loss_cls: 0.9047, decode.d2.loss_mask: 0.7577, decode.d2.loss_dice: 1.1528, decode.d3.loss_cls: 0.8783, decode.d3.loss_mask: 0.7501, decode.d3.loss_dice: 1.1308, decode.d4.loss_cls: 0.8668, decode.d4.loss_mask: 0.7493, decode.d4.loss_dice: 1.1305, decode.d5.loss_cls: 0.8591, decode.d5.loss_mask: 0.7529, decode.d5.loss_dice: 1.1263, decode.d6.loss_cls: 0.8425, decode.d6.loss_mask: 0.7512, decode.d6.loss_dice: 1.1254, decode.d7.loss_cls: 0.8382, decode.d7.loss_mask: 0.7537, decode.d7.loss_dice: 1.1259, decode.d8.loss_cls: 0.8417, decode.d8.loss_mask: 0.7520, decode.d8.loss_dice: 1.1274, loss: 30.5970 2022-04-26 05:18:27,935 - mmseg - INFO - Iter [15150/160000] lr: 1.300e-06, eta: 1 day, 20:46:48, time: 1.102, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8597, decode.loss_mask: 0.7262, decode.loss_dice: 1.1214, decode.d0.loss_cls: 3.6781, decode.d0.loss_mask: 0.7408, decode.d0.loss_dice: 1.3056, decode.d1.loss_cls: 1.0198, decode.d1.loss_mask: 0.7482, decode.d1.loss_dice: 1.2098, decode.d2.loss_cls: 0.9175, decode.d2.loss_mask: 0.7348, decode.d2.loss_dice: 1.1558, decode.d3.loss_cls: 0.8842, decode.d3.loss_mask: 0.7244, decode.d3.loss_dice: 1.1326, decode.d4.loss_cls: 0.8814, decode.d4.loss_mask: 0.7270, decode.d4.loss_dice: 1.1298, decode.d5.loss_cls: 0.8715, decode.d5.loss_mask: 0.7262, decode.d5.loss_dice: 1.1262, decode.d6.loss_cls: 0.8669, decode.d6.loss_mask: 0.7246, decode.d6.loss_dice: 1.1216, decode.d7.loss_cls: 0.8699, decode.d7.loss_mask: 0.7228, decode.d7.loss_dice: 1.1213, decode.d8.loss_cls: 0.8671, decode.d8.loss_mask: 0.7208, decode.d8.loss_dice: 1.1218, loss: 30.5578 2022-04-26 05:19:25,241 - mmseg - INFO - Iter [15200/160000] lr: 1.299e-06, eta: 1 day, 20:46:08, time: 1.146, data_time: 0.064, memory: 64049, decode.loss_cls: 0.7499, decode.loss_mask: 0.7154, decode.loss_dice: 1.0391, decode.d0.loss_cls: 3.5440, decode.d0.loss_mask: 0.7396, decode.d0.loss_dice: 1.2057, decode.d1.loss_cls: 0.9082, decode.d1.loss_mask: 0.7352, decode.d1.loss_dice: 1.1027, decode.d2.loss_cls: 0.8033, decode.d2.loss_mask: 0.7187, decode.d2.loss_dice: 1.0653, decode.d3.loss_cls: 0.7649, decode.d3.loss_mask: 0.7130, decode.d3.loss_dice: 1.0417, decode.d4.loss_cls: 0.7605, decode.d4.loss_mask: 0.7139, decode.d4.loss_dice: 1.0401, decode.d5.loss_cls: 0.7515, decode.d5.loss_mask: 0.7146, decode.d5.loss_dice: 1.0360, decode.d6.loss_cls: 0.7498, decode.d6.loss_mask: 0.7133, decode.d6.loss_dice: 1.0346, decode.d7.loss_cls: 0.7455, decode.d7.loss_mask: 0.7158, decode.d7.loss_dice: 1.0347, decode.d8.loss_cls: 0.7459, decode.d8.loss_mask: 0.7179, decode.d8.loss_dice: 1.0394, loss: 28.3600 2022-04-26 05:20:20,439 - mmseg - INFO - Iter [15250/160000] lr: 1.299e-06, eta: 1 day, 20:45:08, time: 1.104, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8301, decode.loss_mask: 0.7392, decode.loss_dice: 1.1227, decode.d0.loss_cls: 3.6318, decode.d0.loss_mask: 0.7564, decode.d0.loss_dice: 1.3024, decode.d1.loss_cls: 0.9805, decode.d1.loss_mask: 0.7462, decode.d1.loss_dice: 1.1963, decode.d2.loss_cls: 0.8774, decode.d2.loss_mask: 0.7342, decode.d2.loss_dice: 1.1513, decode.d3.loss_cls: 0.8559, decode.d3.loss_mask: 0.7314, decode.d3.loss_dice: 1.1221, decode.d4.loss_cls: 0.8403, decode.d4.loss_mask: 0.7266, decode.d4.loss_dice: 1.1254, decode.d5.loss_cls: 0.8329, decode.d5.loss_mask: 0.7268, decode.d5.loss_dice: 1.1272, decode.d6.loss_cls: 0.8246, decode.d6.loss_mask: 0.7293, decode.d6.loss_dice: 1.1132, decode.d7.loss_cls: 0.8254, decode.d7.loss_mask: 0.7318, decode.d7.loss_dice: 1.1148, decode.d8.loss_cls: 0.8213, decode.d8.loss_mask: 0.7342, decode.d8.loss_dice: 1.1217, loss: 30.1735 2022-04-26 05:21:15,781 - mmseg - INFO - Iter [15300/160000] lr: 1.299e-06, eta: 1 day, 20:44:09, time: 1.107, data_time: 0.015, memory: 64049, decode.loss_cls: 0.8067, decode.loss_mask: 0.7032, decode.loss_dice: 1.0546, decode.d0.loss_cls: 3.6657, decode.d0.loss_mask: 0.7335, decode.d0.loss_dice: 1.2412, decode.d1.loss_cls: 0.9718, decode.d1.loss_mask: 0.7342, decode.d1.loss_dice: 1.1438, decode.d2.loss_cls: 0.8702, decode.d2.loss_mask: 0.7144, decode.d2.loss_dice: 1.0927, decode.d3.loss_cls: 0.8503, decode.d3.loss_mask: 0.7097, decode.d3.loss_dice: 1.0629, decode.d4.loss_cls: 0.8272, decode.d4.loss_mask: 0.7142, decode.d4.loss_dice: 1.0601, decode.d5.loss_cls: 0.8190, decode.d5.loss_mask: 0.7149, decode.d5.loss_dice: 1.0575, decode.d6.loss_cls: 0.8050, decode.d6.loss_mask: 0.7092, decode.d6.loss_dice: 1.0621, decode.d7.loss_cls: 0.8047, decode.d7.loss_mask: 0.7063, decode.d7.loss_dice: 1.0612, decode.d8.loss_cls: 0.7969, decode.d8.loss_mask: 0.7081, decode.d8.loss_dice: 1.0534, loss: 29.2546 2022-04-26 05:22:11,053 - mmseg - INFO - Iter [15350/160000] lr: 1.298e-06, eta: 1 day, 20:43:10, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8549, decode.loss_mask: 0.7237, decode.loss_dice: 1.0843, decode.d0.loss_cls: 3.6063, decode.d0.loss_mask: 0.7514, decode.d0.loss_dice: 1.2808, decode.d1.loss_cls: 0.9994, decode.d1.loss_mask: 0.7506, decode.d1.loss_dice: 1.1731, decode.d2.loss_cls: 0.9110, decode.d2.loss_mask: 0.7311, decode.d2.loss_dice: 1.1161, decode.d3.loss_cls: 0.8720, decode.d3.loss_mask: 0.7289, decode.d3.loss_dice: 1.0954, decode.d4.loss_cls: 0.8658, decode.d4.loss_mask: 0.7260, decode.d4.loss_dice: 1.0986, decode.d5.loss_cls: 0.8476, decode.d5.loss_mask: 0.7273, decode.d5.loss_dice: 1.1022, decode.d6.loss_cls: 0.8435, decode.d6.loss_mask: 0.7251, decode.d6.loss_dice: 1.0915, decode.d7.loss_cls: 0.8492, decode.d7.loss_mask: 0.7213, decode.d7.loss_dice: 1.0941, decode.d8.loss_cls: 0.8495, decode.d8.loss_mask: 0.7204, decode.d8.loss_dice: 1.0882, loss: 30.0293 2022-04-26 05:23:06,488 - mmseg - INFO - Iter [15400/160000] lr: 1.298e-06, eta: 1 day, 20:42:12, time: 1.109, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7940, decode.loss_mask: 0.7242, decode.loss_dice: 1.0421, decode.d0.loss_cls: 3.5225, decode.d0.loss_mask: 0.7515, decode.d0.loss_dice: 1.2247, decode.d1.loss_cls: 0.9520, decode.d1.loss_mask: 0.7414, decode.d1.loss_dice: 1.1222, decode.d2.loss_cls: 0.8511, decode.d2.loss_mask: 0.7284, decode.d2.loss_dice: 1.0801, decode.d3.loss_cls: 0.8135, decode.d3.loss_mask: 0.7245, decode.d3.loss_dice: 1.0510, decode.d4.loss_cls: 0.8005, decode.d4.loss_mask: 0.7251, decode.d4.loss_dice: 1.0558, decode.d5.loss_cls: 0.7890, decode.d5.loss_mask: 0.7244, decode.d5.loss_dice: 1.0504, decode.d6.loss_cls: 0.7851, decode.d6.loss_mask: 0.7251, decode.d6.loss_dice: 1.0415, decode.d7.loss_cls: 0.7825, decode.d7.loss_mask: 0.7273, decode.d7.loss_dice: 1.0441, decode.d8.loss_cls: 0.7962, decode.d8.loss_mask: 0.7246, decode.d8.loss_dice: 1.0466, loss: 28.9411 2022-04-26 05:24:02,243 - mmseg - INFO - Iter [15450/160000] lr: 1.297e-06, eta: 1 day, 20:41:18, time: 1.115, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8631, decode.loss_mask: 0.6983, decode.loss_dice: 1.0883, decode.d0.loss_cls: 3.6826, decode.d0.loss_mask: 0.7190, decode.d0.loss_dice: 1.2794, decode.d1.loss_cls: 1.0219, decode.d1.loss_mask: 0.7245, decode.d1.loss_dice: 1.1564, decode.d2.loss_cls: 0.9291, decode.d2.loss_mask: 0.7032, decode.d2.loss_dice: 1.1146, decode.d3.loss_cls: 0.9004, decode.d3.loss_mask: 0.6951, decode.d3.loss_dice: 1.0948, decode.d4.loss_cls: 0.8851, decode.d4.loss_mask: 0.6957, decode.d4.loss_dice: 1.0920, decode.d5.loss_cls: 0.8706, decode.d5.loss_mask: 0.6930, decode.d5.loss_dice: 1.0964, decode.d6.loss_cls: 0.8580, decode.d6.loss_mask: 0.6970, decode.d6.loss_dice: 1.0840, decode.d7.loss_cls: 0.8645, decode.d7.loss_mask: 0.6984, decode.d7.loss_dice: 1.0890, decode.d8.loss_cls: 0.8627, decode.d8.loss_mask: 0.6973, decode.d8.loss_dice: 1.0905, loss: 29.9449 2022-04-26 05:24:57,417 - mmseg - INFO - Iter [15500/160000] lr: 1.297e-06, eta: 1 day, 20:40:18, time: 1.103, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8497, decode.loss_mask: 0.7494, decode.loss_dice: 1.1359, decode.d0.loss_cls: 3.5802, decode.d0.loss_mask: 0.7647, decode.d0.loss_dice: 1.3136, decode.d1.loss_cls: 0.9816, decode.d1.loss_mask: 0.7617, decode.d1.loss_dice: 1.2145, decode.d2.loss_cls: 0.8997, decode.d2.loss_mask: 0.7516, decode.d2.loss_dice: 1.1674, decode.d3.loss_cls: 0.8766, decode.d3.loss_mask: 0.7434, decode.d3.loss_dice: 1.1428, decode.d4.loss_cls: 0.8694, decode.d4.loss_mask: 0.7407, decode.d4.loss_dice: 1.1377, decode.d5.loss_cls: 0.8575, decode.d5.loss_mask: 0.7426, decode.d5.loss_dice: 1.1381, decode.d6.loss_cls: 0.8533, decode.d6.loss_mask: 0.7422, decode.d6.loss_dice: 1.1316, decode.d7.loss_cls: 0.8483, decode.d7.loss_mask: 0.7462, decode.d7.loss_dice: 1.1370, decode.d8.loss_cls: 0.8513, decode.d8.loss_mask: 0.7467, decode.d8.loss_dice: 1.1343, loss: 30.6095 2022-04-26 05:25:53,204 - mmseg - INFO - Iter [15550/160000] lr: 1.296e-06, eta: 1 day, 20:39:23, time: 1.116, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7899, decode.loss_mask: 0.7181, decode.loss_dice: 1.0697, decode.d0.loss_cls: 3.5317, decode.d0.loss_mask: 0.7524, decode.d0.loss_dice: 1.2389, decode.d1.loss_cls: 0.9249, decode.d1.loss_mask: 0.7457, decode.d1.loss_dice: 1.1378, decode.d2.loss_cls: 0.8493, decode.d2.loss_mask: 0.7212, decode.d2.loss_dice: 1.0902, decode.d3.loss_cls: 0.8121, decode.d3.loss_mask: 0.7124, decode.d3.loss_dice: 1.0691, decode.d4.loss_cls: 0.7954, decode.d4.loss_mask: 0.7186, decode.d4.loss_dice: 1.0721, decode.d5.loss_cls: 0.7834, decode.d5.loss_mask: 0.7201, decode.d5.loss_dice: 1.0739, decode.d6.loss_cls: 0.7864, decode.d6.loss_mask: 0.7180, decode.d6.loss_dice: 1.0693, decode.d7.loss_cls: 0.7794, decode.d7.loss_mask: 0.7175, decode.d7.loss_dice: 1.0711, decode.d8.loss_cls: 0.7800, decode.d8.loss_mask: 0.7176, decode.d8.loss_dice: 1.0700, loss: 29.0361 2022-04-26 05:26:48,563 - mmseg - INFO - Iter [15600/160000] lr: 1.296e-06, eta: 1 day, 20:38:24, time: 1.106, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7954, decode.loss_mask: 0.7465, decode.loss_dice: 1.0817, decode.d0.loss_cls: 3.5558, decode.d0.loss_mask: 0.7633, decode.d0.loss_dice: 1.2593, decode.d1.loss_cls: 0.9470, decode.d1.loss_mask: 0.7591, decode.d1.loss_dice: 1.1469, decode.d2.loss_cls: 0.8485, decode.d2.loss_mask: 0.7565, decode.d2.loss_dice: 1.1043, decode.d3.loss_cls: 0.8037, decode.d3.loss_mask: 0.7497, decode.d3.loss_dice: 1.0860, decode.d4.loss_cls: 0.8031, decode.d4.loss_mask: 0.7432, decode.d4.loss_dice: 1.0821, decode.d5.loss_cls: 0.7948, decode.d5.loss_mask: 0.7481, decode.d5.loss_dice: 1.0776, decode.d6.loss_cls: 0.7967, decode.d6.loss_mask: 0.7411, decode.d6.loss_dice: 1.0732, decode.d7.loss_cls: 0.7976, decode.d7.loss_mask: 0.7450, decode.d7.loss_dice: 1.0836, decode.d8.loss_cls: 0.7930, decode.d8.loss_mask: 0.7444, decode.d8.loss_dice: 1.0898, loss: 29.5171 2022-04-26 05:27:44,444 - mmseg - INFO - Iter [15650/160000] lr: 1.295e-06, eta: 1 day, 20:37:31, time: 1.119, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8071, decode.loss_mask: 0.7573, decode.loss_dice: 1.1086, decode.d0.loss_cls: 3.5270, decode.d0.loss_mask: 0.7688, decode.d0.loss_dice: 1.2716, decode.d1.loss_cls: 0.9848, decode.d1.loss_mask: 0.7676, decode.d1.loss_dice: 1.1634, decode.d2.loss_cls: 0.8805, decode.d2.loss_mask: 0.7612, decode.d2.loss_dice: 1.1314, decode.d3.loss_cls: 0.8458, decode.d3.loss_mask: 0.7523, decode.d3.loss_dice: 1.1050, decode.d4.loss_cls: 0.8357, decode.d4.loss_mask: 0.7543, decode.d4.loss_dice: 1.1059, decode.d5.loss_cls: 0.8319, decode.d5.loss_mask: 0.7522, decode.d5.loss_dice: 1.1091, decode.d6.loss_cls: 0.8289, decode.d6.loss_mask: 0.7482, decode.d6.loss_dice: 1.1053, decode.d7.loss_cls: 0.8202, decode.d7.loss_mask: 0.7501, decode.d7.loss_dice: 1.1067, decode.d8.loss_cls: 0.8181, decode.d8.loss_mask: 0.7555, decode.d8.loss_dice: 1.1064, loss: 30.0608 2022-04-26 05:28:39,728 - mmseg - INFO - Iter [15700/160000] lr: 1.295e-06, eta: 1 day, 20:36:33, time: 1.106, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8207, decode.loss_mask: 0.7252, decode.loss_dice: 1.0968, decode.d0.loss_cls: 3.5704, decode.d0.loss_mask: 0.7396, decode.d0.loss_dice: 1.2829, decode.d1.loss_cls: 0.9737, decode.d1.loss_mask: 0.7450, decode.d1.loss_dice: 1.1796, decode.d2.loss_cls: 0.8840, decode.d2.loss_mask: 0.7283, decode.d2.loss_dice: 1.1344, decode.d3.loss_cls: 0.8542, decode.d3.loss_mask: 0.7185, decode.d3.loss_dice: 1.1081, decode.d4.loss_cls: 0.8396, decode.d4.loss_mask: 0.7238, decode.d4.loss_dice: 1.1097, decode.d5.loss_cls: 0.8311, decode.d5.loss_mask: 0.7182, decode.d5.loss_dice: 1.1106, decode.d6.loss_cls: 0.8242, decode.d6.loss_mask: 0.7196, decode.d6.loss_dice: 1.1004, decode.d7.loss_cls: 0.8313, decode.d7.loss_mask: 0.7216, decode.d7.loss_dice: 1.1002, decode.d8.loss_cls: 0.8268, decode.d8.loss_mask: 0.7211, decode.d8.loss_dice: 1.0977, loss: 29.8372 2022-04-26 05:29:34,864 - mmseg - INFO - Iter [15750/160000] lr: 1.294e-06, eta: 1 day, 20:35:32, time: 1.103, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8269, decode.loss_mask: 0.7369, decode.loss_dice: 1.1104, decode.d0.loss_cls: 3.5138, decode.d0.loss_mask: 0.7556, decode.d0.loss_dice: 1.2920, decode.d1.loss_cls: 0.9581, decode.d1.loss_mask: 0.7548, decode.d1.loss_dice: 1.1840, decode.d2.loss_cls: 0.8569, decode.d2.loss_mask: 0.7442, decode.d2.loss_dice: 1.1454, decode.d3.loss_cls: 0.8342, decode.d3.loss_mask: 0.7371, decode.d3.loss_dice: 1.1149, decode.d4.loss_cls: 0.8281, decode.d4.loss_mask: 0.7348, decode.d4.loss_dice: 1.1127, decode.d5.loss_cls: 0.8165, decode.d5.loss_mask: 0.7321, decode.d5.loss_dice: 1.1119, decode.d6.loss_cls: 0.8150, decode.d6.loss_mask: 0.7332, decode.d6.loss_dice: 1.1069, decode.d7.loss_cls: 0.8104, decode.d7.loss_mask: 0.7313, decode.d7.loss_dice: 1.1071, decode.d8.loss_cls: 0.8147, decode.d8.loss_mask: 0.7354, decode.d8.loss_dice: 1.1106, loss: 29.8659 2022-04-26 05:30:30,537 - mmseg - INFO - Iter [15800/160000] lr: 1.294e-06, eta: 1 day, 20:34:36, time: 1.112, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8382, decode.loss_mask: 0.7045, decode.loss_dice: 1.1002, decode.d0.loss_cls: 3.5170, decode.d0.loss_mask: 0.7310, decode.d0.loss_dice: 1.2992, decode.d1.loss_cls: 0.9993, decode.d1.loss_mask: 0.7326, decode.d1.loss_dice: 1.1781, decode.d2.loss_cls: 0.9148, decode.d2.loss_mask: 0.7076, decode.d2.loss_dice: 1.1306, decode.d3.loss_cls: 0.8663, decode.d3.loss_mask: 0.7031, decode.d3.loss_dice: 1.1063, decode.d4.loss_cls: 0.8554, decode.d4.loss_mask: 0.7031, decode.d4.loss_dice: 1.1159, decode.d5.loss_cls: 0.8476, decode.d5.loss_mask: 0.7038, decode.d5.loss_dice: 1.1060, decode.d6.loss_cls: 0.8409, decode.d6.loss_mask: 0.7021, decode.d6.loss_dice: 1.1005, decode.d7.loss_cls: 0.8421, decode.d7.loss_mask: 0.7028, decode.d7.loss_dice: 1.1020, decode.d8.loss_cls: 0.8385, decode.d8.loss_mask: 0.7046, decode.d8.loss_dice: 1.1011, loss: 29.7950 2022-04-26 05:31:26,055 - mmseg - INFO - Iter [15850/160000] lr: 1.294e-06, eta: 1 day, 20:33:40, time: 1.111, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7986, decode.loss_mask: 0.7309, decode.loss_dice: 1.1050, decode.d0.loss_cls: 3.4464, decode.d0.loss_mask: 0.7543, decode.d0.loss_dice: 1.2774, decode.d1.loss_cls: 0.9326, decode.d1.loss_mask: 0.7501, decode.d1.loss_dice: 1.1789, decode.d2.loss_cls: 0.8540, decode.d2.loss_mask: 0.7376, decode.d2.loss_dice: 1.1298, decode.d3.loss_cls: 0.8257, decode.d3.loss_mask: 0.7253, decode.d3.loss_dice: 1.1110, decode.d4.loss_cls: 0.8198, decode.d4.loss_mask: 0.7246, decode.d4.loss_dice: 1.1001, decode.d5.loss_cls: 0.8108, decode.d5.loss_mask: 0.7263, decode.d5.loss_dice: 1.1020, decode.d6.loss_cls: 0.7901, decode.d6.loss_mask: 0.7324, decode.d6.loss_dice: 1.1009, decode.d7.loss_cls: 0.7907, decode.d7.loss_mask: 0.7340, decode.d7.loss_dice: 1.1071, decode.d8.loss_cls: 0.7949, decode.d8.loss_mask: 0.7316, decode.d8.loss_dice: 1.1037, loss: 29.5267 2022-04-26 05:32:22,042 - mmseg - INFO - Iter [15900/160000] lr: 1.293e-06, eta: 1 day, 20:32:47, time: 1.120, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8459, decode.loss_mask: 0.6906, decode.loss_dice: 1.0727, decode.d0.loss_cls: 3.5161, decode.d0.loss_mask: 0.7224, decode.d0.loss_dice: 1.2571, decode.d1.loss_cls: 0.9971, decode.d1.loss_mask: 0.7125, decode.d1.loss_dice: 1.1553, decode.d2.loss_cls: 0.8948, decode.d2.loss_mask: 0.7013, decode.d2.loss_dice: 1.1093, decode.d3.loss_cls: 0.8696, decode.d3.loss_mask: 0.6938, decode.d3.loss_dice: 1.0884, decode.d4.loss_cls: 0.8610, decode.d4.loss_mask: 0.6950, decode.d4.loss_dice: 1.0803, decode.d5.loss_cls: 0.8580, decode.d5.loss_mask: 0.6943, decode.d5.loss_dice: 1.0717, decode.d6.loss_cls: 0.8468, decode.d6.loss_mask: 0.6930, decode.d6.loss_dice: 1.0743, decode.d7.loss_cls: 0.8449, decode.d7.loss_mask: 0.6939, decode.d7.loss_dice: 1.0755, decode.d8.loss_cls: 0.8478, decode.d8.loss_mask: 0.6950, decode.d8.loss_dice: 1.0733, loss: 29.4320 2022-04-26 05:33:17,818 - mmseg - INFO - Iter [15950/160000] lr: 1.293e-06, eta: 1 day, 20:31:53, time: 1.116, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8350, decode.loss_mask: 0.7287, decode.loss_dice: 1.0839, decode.d0.loss_cls: 3.4637, decode.d0.loss_mask: 0.7558, decode.d0.loss_dice: 1.2636, decode.d1.loss_cls: 0.9855, decode.d1.loss_mask: 0.7398, decode.d1.loss_dice: 1.1559, decode.d2.loss_cls: 0.8944, decode.d2.loss_mask: 0.7281, decode.d2.loss_dice: 1.1101, decode.d3.loss_cls: 0.8672, decode.d3.loss_mask: 0.7294, decode.d3.loss_dice: 1.0917, decode.d4.loss_cls: 0.8470, decode.d4.loss_mask: 0.7271, decode.d4.loss_dice: 1.0884, decode.d5.loss_cls: 0.8409, decode.d5.loss_mask: 0.7260, decode.d5.loss_dice: 1.0803, decode.d6.loss_cls: 0.8374, decode.d6.loss_mask: 0.7230, decode.d6.loss_dice: 1.0734, decode.d7.loss_cls: 0.8374, decode.d7.loss_mask: 0.7243, decode.d7.loss_dice: 1.0874, decode.d8.loss_cls: 0.8369, decode.d8.loss_mask: 0.7281, decode.d8.loss_dice: 1.0819, loss: 29.6722 2022-04-26 05:34:12,876 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 05:34:12,879 - mmseg - INFO - Iter [16000/160000] lr: 1.292e-06, eta: 1 day, 20:30:52, time: 1.101, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8112, decode.loss_mask: 0.7232, decode.loss_dice: 1.0994, decode.d0.loss_cls: 3.4872, decode.d0.loss_mask: 0.7389, decode.d0.loss_dice: 1.2799, decode.d1.loss_cls: 0.9637, decode.d1.loss_mask: 0.7400, decode.d1.loss_dice: 1.1810, decode.d2.loss_cls: 0.8616, decode.d2.loss_mask: 0.7301, decode.d2.loss_dice: 1.1325, decode.d3.loss_cls: 0.8356, decode.d3.loss_mask: 0.7231, decode.d3.loss_dice: 1.1100, decode.d4.loss_cls: 0.8304, decode.d4.loss_mask: 0.7218, decode.d4.loss_dice: 1.1069, decode.d5.loss_cls: 0.8126, decode.d5.loss_mask: 0.7228, decode.d5.loss_dice: 1.1059, decode.d6.loss_cls: 0.8094, decode.d6.loss_mask: 0.7208, decode.d6.loss_dice: 1.1000, decode.d7.loss_cls: 0.8111, decode.d7.loss_mask: 0.7200, decode.d7.loss_dice: 1.1031, decode.d8.loss_cls: 0.8090, decode.d8.loss_mask: 0.7214, decode.d8.loss_dice: 1.0987, loss: 29.6113 2022-04-26 05:37:50,463 - mmseg - INFO - per class results: 2022-04-26 05:37:50,492 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 80.08 | 86.46 | | building | 83.11 | 91.92 | | sky | 94.74 | 97.96 | | floor | 83.15 | 89.84 | | tree | 78.08 | 87.0 | | ceiling | 86.6 | 94.46 | | road | 84.52 | 91.36 | | bed | 90.1 | 96.87 | | windowpane | 63.11 | 78.03 | | grass | 69.62 | 87.13 | | cabinet | 62.3 | 71.06 | | sidewalk | 67.91 | 83.75 | | person | 85.6 | 92.08 | | earth | 36.91 | 47.45 | | door | 54.45 | 75.68 | | table | 65.13 | 82.35 | | mountain | 54.46 | 67.74 | | plant | 57.19 | 68.03 | | curtain | 78.45 | 86.59 | | chair | 64.5 | 77.79 | | car | 85.7 | 93.64 | | water | 51.56 | 65.86 | | painting | 75.96 | 91.21 | | sofa | 77.27 | 89.8 | | shelf | 45.72 | 67.59 | | house | 42.9 | 52.72 | | sea | 65.72 | 87.1 | | mirror | 75.21 | 88.37 | | rug | 76.83 | 85.71 | | field | 29.92 | 53.29 | | armchair | 53.74 | 71.55 | | seat | 64.99 | 92.75 | | fence | 51.29 | 64.3 | | desk | 49.54 | 76.37 | | rock | 55.7 | 65.69 | | wardrobe | 56.81 | 69.26 | | lamp | 72.23 | 86.38 | | bathtub | 83.52 | 86.42 | | railing | 38.94 | 70.25 | | cushion | 65.58 | 79.95 | | base | 41.34 | 54.35 | | box | 33.37 | 51.31 | | column | 55.64 | 74.43 | | signboard | 40.53 | 57.09 | | chest of drawers | 32.78 | 80.25 | | counter | 47.38 | 55.46 | | sand | 44.92 | 65.5 | | sink | 77.41 | 87.04 | | skyscraper | 45.41 | 67.96 | | fireplace | 80.19 | 91.48 | | refrigerator | 80.03 | 88.12 | | grandstand | 45.69 | 85.24 | | path | 11.88 | 14.43 | | stairs | 28.95 | 37.58 | | runway | 69.73 | 86.69 | | case | 66.68 | 72.28 | | pool table | 92.62 | 97.49 | | pillow | 64.14 | 76.66 | | screen door | 65.3 | 75.77 | | stairway | 37.19 | 57.44 | | river | 32.43 | 45.73 | | bridge | 77.03 | 91.17 | | bookcase | 32.5 | 55.71 | | blind | 38.76 | 51.06 | | coffee table | 65.88 | 86.12 | | toilet | 91.22 | 94.61 | | flower | 44.22 | 61.04 | | book | 47.67 | 68.84 | | hill | 11.48 | 29.15 | | bench | 55.86 | 63.99 | | countertop | 59.0 | 77.75 | | stove | 82.18 | 89.63 | | palm | 56.37 | 80.98 | | kitchen island | 53.84 | 89.15 | | computer | 80.6 | 91.44 | | swivel chair | 48.28 | 66.22 | | boat | 79.46 | 93.32 | | bar | 59.81 | 79.2 | | arcade machine | 80.26 | 96.45 | | hovel | 45.26 | 49.99 | | bus | 91.74 | 96.45 | | towel | 73.11 | 81.73 | | light | 58.03 | 78.46 | | truck | 38.44 | 53.98 | | tower | 28.09 | 63.69 | | chandelier | 65.61 | 81.47 | | awning | 33.61 | 50.85 | | streetlight | 36.02 | 56.04 | | booth | 29.2 | 38.75 | | television receiver | 78.27 | 89.65 | | airplane | 68.42 | 74.3 | | dirt track | 0.56 | 1.01 | | apparel | 44.93 | 84.35 | | pole | 29.82 | 56.66 | | land | 12.1 | 16.07 | | bannister | 20.32 | 29.57 | | escalator | 57.74 | 77.96 | | ottoman | 50.02 | 80.83 | | bottle | 37.28 | 50.86 | | buffet | 38.1 | 57.48 | | poster | 24.25 | 50.5 | | stage | 12.79 | 32.58 | | van | 41.68 | 61.99 | | ship | 9.76 | 10.0 | | fountain | 34.82 | 35.88 | | conveyer belt | 69.44 | 94.57 | | canopy | 74.72 | 87.58 | | washer | 82.37 | 88.84 | | plaything | 43.8 | 74.74 | | swimming pool | 39.58 | 80.3 | | stool | 58.25 | 69.26 | | barrel | 39.1 | 64.97 | | basket | 39.17 | 63.08 | | waterfall | 45.01 | 59.07 | | tent | 92.5 | 98.05 | | bag | 26.31 | 40.0 | | minibike | 74.38 | 91.06 | | cradle | 89.8 | 97.91 | | oven | 36.65 | 43.44 | | ball | 60.2 | 73.8 | | food | 71.39 | 81.56 | | step | 17.12 | 24.74 | | tank | 43.43 | 60.12 | | trade name | 38.29 | 57.93 | | microwave | 82.7 | 93.13 | | pot | 54.84 | 69.62 | | animal | 59.16 | 61.37 | | bicycle | 61.44 | 85.37 | | lake | 0.0 | 0.0 | | dishwasher | 64.79 | 80.15 | | screen | 58.14 | 95.76 | | blanket | 35.23 | 46.57 | | sculpture | 48.76 | 90.15 | | hood | 60.73 | 75.03 | | sconce | 52.19 | 83.49 | | vase | 44.73 | 78.7 | | traffic light | 42.64 | 69.81 | | tray | 24.05 | 38.9 | | ashcan | 43.27 | 70.65 | | fan | 61.15 | 84.48 | | pier | 34.04 | 38.62 | | crt screen | 1.81 | 5.1 | | plate | 58.79 | 84.11 | | monitor | 1.57 | 1.62 | | bulletin board | 52.11 | 60.03 | | shower | 17.29 | 30.18 | | radiator | 65.05 | 84.27 | | glass | 24.92 | 29.69 | | clock | 37.58 | 48.34 | | flag | 71.87 | 85.63 | +---------------------+-------+-------+ 2022-04-26 05:37:50,492 - mmseg - INFO - Summary: 2022-04-26 05:37:50,492 - mmseg - INFO - +------+-------+-------+ | aAcc | mIoU | mAcc | +------+-------+-------+ | 84.6 | 53.85 | 69.22 | +------+-------+-------+ 2022-04-26 05:37:50,498 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 05:37:50,498 - mmseg - INFO - Iter(val) [250] aAcc: 0.8460, mIoU: 0.5385, mAcc: 0.6922, IoU.wall: 0.8008, IoU.building: 0.8311, IoU.sky: 0.9474, IoU.floor: 0.8315, IoU.tree: 0.7808, IoU.ceiling: 0.8660, IoU.road: 0.8452, IoU.bed : 0.9010, IoU.windowpane: 0.6311, IoU.grass: 0.6962, IoU.cabinet: 0.6230, IoU.sidewalk: 0.6791, IoU.person: 0.8560, IoU.earth: 0.3691, IoU.door: 0.5445, IoU.table: 0.6513, IoU.mountain: 0.5446, IoU.plant: 0.5719, IoU.curtain: 0.7845, IoU.chair: 0.6450, IoU.car: 0.8570, IoU.water: 0.5156, IoU.painting: 0.7596, IoU.sofa: 0.7727, IoU.shelf: 0.4572, IoU.house: 0.4290, IoU.sea: 0.6572, IoU.mirror: 0.7521, IoU.rug: 0.7683, IoU.field: 0.2992, IoU.armchair: 0.5374, IoU.seat: 0.6499, IoU.fence: 0.5129, IoU.desk: 0.4954, IoU.rock: 0.5570, IoU.wardrobe: 0.5681, IoU.lamp: 0.7223, IoU.bathtub: 0.8352, IoU.railing: 0.3894, IoU.cushion: 0.6558, IoU.base: 0.4134, IoU.box: 0.3337, IoU.column: 0.5564, IoU.signboard: 0.4053, IoU.chest of drawers: 0.3278, IoU.counter: 0.4738, IoU.sand: 0.4492, IoU.sink: 0.7741, IoU.skyscraper: 0.4541, IoU.fireplace: 0.8019, IoU.refrigerator: 0.8003, IoU.grandstand: 0.4569, IoU.path: 0.1188, IoU.stairs: 0.2895, IoU.runway: 0.6973, IoU.case: 0.6668, IoU.pool table: 0.9262, IoU.pillow: 0.6414, IoU.screen door: 0.6530, IoU.stairway: 0.3719, IoU.river: 0.3243, IoU.bridge: 0.7703, IoU.bookcase: 0.3250, IoU.blind: 0.3876, IoU.coffee table: 0.6588, IoU.toilet: 0.9122, IoU.flower: 0.4422, IoU.book: 0.4767, IoU.hill: 0.1148, IoU.bench: 0.5586, IoU.countertop: 0.5900, IoU.stove: 0.8218, IoU.palm: 0.5637, IoU.kitchen island: 0.5384, IoU.computer: 0.8060, IoU.swivel chair: 0.4828, IoU.boat: 0.7946, IoU.bar: 0.5981, IoU.arcade machine: 0.8026, IoU.hovel: 0.4526, IoU.bus: 0.9174, IoU.towel: 0.7311, IoU.light: 0.5803, IoU.truck: 0.3844, IoU.tower: 0.2809, IoU.chandelier: 0.6561, IoU.awning: 0.3361, IoU.streetlight: 0.3602, IoU.booth: 0.2920, IoU.television receiver: 0.7827, IoU.airplane: 0.6842, IoU.dirt track: 0.0056, IoU.apparel: 0.4493, IoU.pole: 0.2982, IoU.land: 0.1210, IoU.bannister: 0.2032, IoU.escalator: 0.5774, IoU.ottoman: 0.5002, IoU.bottle: 0.3728, IoU.buffet: 0.3810, IoU.poster: 0.2425, IoU.stage: 0.1279, IoU.van: 0.4168, IoU.ship: 0.0976, IoU.fountain: 0.3482, IoU.conveyer belt: 0.6944, IoU.canopy: 0.7472, IoU.washer: 0.8237, IoU.plaything: 0.4380, IoU.swimming pool: 0.3958, IoU.stool: 0.5825, IoU.barrel: 0.3910, IoU.basket: 0.3917, IoU.waterfall: 0.4501, IoU.tent: 0.9250, IoU.bag: 0.2631, IoU.minibike: 0.7438, IoU.cradle: 0.8980, IoU.oven: 0.3665, IoU.ball: 0.6020, IoU.food: 0.7139, IoU.step: 0.1712, IoU.tank: 0.4343, IoU.trade name: 0.3829, IoU.microwave: 0.8270, IoU.pot: 0.5484, IoU.animal: 0.5916, IoU.bicycle: 0.6144, IoU.lake: 0.0000, IoU.dishwasher: 0.6479, IoU.screen: 0.5814, IoU.blanket: 0.3523, IoU.sculpture: 0.4876, IoU.hood: 0.6073, IoU.sconce: 0.5219, IoU.vase: 0.4473, IoU.traffic light: 0.4264, IoU.tray: 0.2405, IoU.ashcan: 0.4327, IoU.fan: 0.6115, IoU.pier: 0.3404, IoU.crt screen: 0.0181, IoU.plate: 0.5879, IoU.monitor: 0.0157, IoU.bulletin board: 0.5211, IoU.shower: 0.1729, IoU.radiator: 0.6505, IoU.glass: 0.2492, IoU.clock: 0.3758, IoU.flag: 0.7187, Acc.wall: 0.8646, Acc.building: 0.9192, Acc.sky: 0.9796, Acc.floor: 0.8984, Acc.tree: 0.8700, Acc.ceiling: 0.9446, Acc.road: 0.9136, Acc.bed : 0.9687, Acc.windowpane: 0.7803, Acc.grass: 0.8713, Acc.cabinet: 0.7106, Acc.sidewalk: 0.8375, Acc.person: 0.9208, Acc.earth: 0.4745, Acc.door: 0.7568, Acc.table: 0.8235, Acc.mountain: 0.6774, Acc.plant: 0.6803, Acc.curtain: 0.8659, Acc.chair: 0.7779, Acc.car: 0.9364, Acc.water: 0.6586, Acc.painting: 0.9121, Acc.sofa: 0.8980, Acc.shelf: 0.6759, Acc.house: 0.5272, Acc.sea: 0.8710, Acc.mirror: 0.8837, Acc.rug: 0.8571, Acc.field: 0.5329, Acc.armchair: 0.7155, Acc.seat: 0.9275, Acc.fence: 0.6430, Acc.desk: 0.7637, Acc.rock: 0.6569, Acc.wardrobe: 0.6926, Acc.lamp: 0.8638, Acc.bathtub: 0.8642, Acc.railing: 0.7025, Acc.cushion: 0.7995, Acc.base: 0.5435, Acc.box: 0.5131, Acc.column: 0.7443, Acc.signboard: 0.5709, Acc.chest of drawers: 0.8025, Acc.counter: 0.5546, Acc.sand: 0.6550, Acc.sink: 0.8704, Acc.skyscraper: 0.6796, Acc.fireplace: 0.9148, Acc.refrigerator: 0.8812, Acc.grandstand: 0.8524, Acc.path: 0.1443, Acc.stairs: 0.3758, Acc.runway: 0.8669, Acc.case: 0.7228, Acc.pool table: 0.9749, Acc.pillow: 0.7666, Acc.screen door: 0.7577, Acc.stairway: 0.5744, Acc.river: 0.4573, Acc.bridge: 0.9117, Acc.bookcase: 0.5571, Acc.blind: 0.5106, Acc.coffee table: 0.8612, Acc.toilet: 0.9461, Acc.flower: 0.6104, Acc.book: 0.6884, Acc.hill: 0.2915, Acc.bench: 0.6399, Acc.countertop: 0.7775, Acc.stove: 0.8963, Acc.palm: 0.8098, Acc.kitchen island: 0.8915, Acc.computer: 0.9144, Acc.swivel chair: 0.6622, Acc.boat: 0.9332, Acc.bar: 0.7920, Acc.arcade machine: 0.9645, Acc.hovel: 0.4999, Acc.bus: 0.9645, Acc.towel: 0.8173, Acc.light: 0.7846, Acc.truck: 0.5398, Acc.tower: 0.6369, Acc.chandelier: 0.8147, Acc.awning: 0.5085, Acc.streetlight: 0.5604, Acc.booth: 0.3875, Acc.television receiver: 0.8965, Acc.airplane: 0.7430, Acc.dirt track: 0.0101, Acc.apparel: 0.8435, Acc.pole: 0.5666, Acc.land: 0.1607, Acc.bannister: 0.2957, Acc.escalator: 0.7796, Acc.ottoman: 0.8083, Acc.bottle: 0.5086, Acc.buffet: 0.5748, Acc.poster: 0.5050, Acc.stage: 0.3258, Acc.van: 0.6199, Acc.ship: 0.1000, Acc.fountain: 0.3588, Acc.conveyer belt: 0.9457, Acc.canopy: 0.8758, Acc.washer: 0.8884, Acc.plaything: 0.7474, Acc.swimming pool: 0.8030, Acc.stool: 0.6926, Acc.barrel: 0.6497, Acc.basket: 0.6308, Acc.waterfall: 0.5907, Acc.tent: 0.9805, Acc.bag: 0.4000, Acc.minibike: 0.9106, Acc.cradle: 0.9791, Acc.oven: 0.4344, Acc.ball: 0.7380, Acc.food: 0.8156, Acc.step: 0.2474, Acc.tank: 0.6012, Acc.trade name: 0.5793, Acc.microwave: 0.9313, Acc.pot: 0.6962, Acc.animal: 0.6137, Acc.bicycle: 0.8537, Acc.lake: 0.0000, Acc.dishwasher: 0.8015, Acc.screen: 0.9576, Acc.blanket: 0.4657, Acc.sculpture: 0.9015, Acc.hood: 0.7503, Acc.sconce: 0.8349, Acc.vase: 0.7870, Acc.traffic light: 0.6981, Acc.tray: 0.3890, Acc.ashcan: 0.7065, Acc.fan: 0.8448, Acc.pier: 0.3862, Acc.crt screen: 0.0510, Acc.plate: 0.8411, Acc.monitor: 0.0162, Acc.bulletin board: 0.6003, Acc.shower: 0.3018, Acc.radiator: 0.8427, Acc.glass: 0.2969, Acc.clock: 0.4834, Acc.flag: 0.8563 2022-04-26 05:38:46,529 - mmseg - INFO - Iter [16050/160000] lr: 1.292e-06, eta: 1 day, 21:02:32, time: 5.473, data_time: 4.367, memory: 64049, decode.loss_cls: 0.8033, decode.loss_mask: 0.7349, decode.loss_dice: 1.0904, decode.d0.loss_cls: 3.4034, decode.d0.loss_mask: 0.7668, decode.d0.loss_dice: 1.2728, decode.d1.loss_cls: 0.9450, decode.d1.loss_mask: 0.7598, decode.d1.loss_dice: 1.1754, decode.d2.loss_cls: 0.8555, decode.d2.loss_mask: 0.7356, decode.d2.loss_dice: 1.1238, decode.d3.loss_cls: 0.8295, decode.d3.loss_mask: 0.7328, decode.d3.loss_dice: 1.1005, decode.d4.loss_cls: 0.8089, decode.d4.loss_mask: 0.7366, decode.d4.loss_dice: 1.1037, decode.d5.loss_cls: 0.7973, decode.d5.loss_mask: 0.7353, decode.d5.loss_dice: 1.1019, decode.d6.loss_cls: 0.7995, decode.d6.loss_mask: 0.7365, decode.d6.loss_dice: 1.0888, decode.d7.loss_cls: 0.7960, decode.d7.loss_mask: 0.7386, decode.d7.loss_dice: 1.0892, decode.d8.loss_cls: 0.8018, decode.d8.loss_mask: 0.7389, decode.d8.loss_dice: 1.0890, loss: 29.4912 2022-04-26 05:39:41,341 - mmseg - INFO - Iter [16100/160000] lr: 1.291e-06, eta: 1 day, 21:01:22, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.8103, decode.loss_mask: 0.7093, decode.loss_dice: 1.0989, decode.d0.loss_cls: 3.4613, decode.d0.loss_mask: 0.7356, decode.d0.loss_dice: 1.2821, decode.d1.loss_cls: 0.9544, decode.d1.loss_mask: 0.7351, decode.d1.loss_dice: 1.1750, decode.d2.loss_cls: 0.8734, decode.d2.loss_mask: 0.7237, decode.d2.loss_dice: 1.1247, decode.d3.loss_cls: 0.8376, decode.d3.loss_mask: 0.7142, decode.d3.loss_dice: 1.0984, decode.d4.loss_cls: 0.8126, decode.d4.loss_mask: 0.7143, decode.d4.loss_dice: 1.1033, decode.d5.loss_cls: 0.8170, decode.d5.loss_mask: 0.7109, decode.d5.loss_dice: 1.1006, decode.d6.loss_cls: 0.8160, decode.d6.loss_mask: 0.7121, decode.d6.loss_dice: 1.0948, decode.d7.loss_cls: 0.8096, decode.d7.loss_mask: 0.7117, decode.d7.loss_dice: 1.0929, decode.d8.loss_cls: 0.8071, decode.d8.loss_mask: 0.7096, decode.d8.loss_dice: 1.1002, loss: 29.4467 2022-04-26 05:40:36,366 - mmseg - INFO - Iter [16150/160000] lr: 1.291e-06, eta: 1 day, 21:00:14, time: 1.100, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7826, decode.loss_mask: 0.7122, decode.loss_dice: 1.0683, decode.d0.loss_cls: 3.4337, decode.d0.loss_mask: 0.7409, decode.d0.loss_dice: 1.2490, decode.d1.loss_cls: 0.9474, decode.d1.loss_mask: 0.7438, decode.d1.loss_dice: 1.1486, decode.d2.loss_cls: 0.8520, decode.d2.loss_mask: 0.7249, decode.d2.loss_dice: 1.0973, decode.d3.loss_cls: 0.8119, decode.d3.loss_mask: 0.7177, decode.d3.loss_dice: 1.0692, decode.d4.loss_cls: 0.7985, decode.d4.loss_mask: 0.7155, decode.d4.loss_dice: 1.0732, decode.d5.loss_cls: 0.7880, decode.d5.loss_mask: 0.7155, decode.d5.loss_dice: 1.0701, decode.d6.loss_cls: 0.7857, decode.d6.loss_mask: 0.7120, decode.d6.loss_dice: 1.0648, decode.d7.loss_cls: 0.7812, decode.d7.loss_mask: 0.7129, decode.d7.loss_dice: 1.0663, decode.d8.loss_cls: 0.7848, decode.d8.loss_mask: 0.7119, decode.d8.loss_dice: 1.0662, loss: 28.9460 2022-04-26 05:41:31,417 - mmseg - INFO - Iter [16200/160000] lr: 1.290e-06, eta: 1 day, 20:59:07, time: 1.101, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8305, decode.loss_mask: 0.7237, decode.loss_dice: 1.0947, decode.d0.loss_cls: 3.4660, decode.d0.loss_mask: 0.7407, decode.d0.loss_dice: 1.2730, decode.d1.loss_cls: 0.9958, decode.d1.loss_mask: 0.7457, decode.d1.loss_dice: 1.1738, decode.d2.loss_cls: 0.8919, decode.d2.loss_mask: 0.7277, decode.d2.loss_dice: 1.1249, decode.d3.loss_cls: 0.8458, decode.d3.loss_mask: 0.7187, decode.d3.loss_dice: 1.1038, decode.d4.loss_cls: 0.8424, decode.d4.loss_mask: 0.7230, decode.d4.loss_dice: 1.1031, decode.d5.loss_cls: 0.8315, decode.d5.loss_mask: 0.7188, decode.d5.loss_dice: 1.1008, decode.d6.loss_cls: 0.8186, decode.d6.loss_mask: 0.7217, decode.d6.loss_dice: 1.0907, decode.d7.loss_cls: 0.8234, decode.d7.loss_mask: 0.7220, decode.d7.loss_dice: 1.0938, decode.d8.loss_cls: 0.8256, decode.d8.loss_mask: 0.7200, decode.d8.loss_dice: 1.0912, loss: 29.6831 2022-04-26 05:42:26,777 - mmseg - INFO - Iter [16250/160000] lr: 1.290e-06, eta: 1 day, 20:58:02, time: 1.107, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8042, decode.loss_mask: 0.7336, decode.loss_dice: 1.0712, decode.d0.loss_cls: 3.4125, decode.d0.loss_mask: 0.7597, decode.d0.loss_dice: 1.2460, decode.d1.loss_cls: 0.9689, decode.d1.loss_mask: 0.7547, decode.d1.loss_dice: 1.1487, decode.d2.loss_cls: 0.8596, decode.d2.loss_mask: 0.7401, decode.d2.loss_dice: 1.1038, decode.d3.loss_cls: 0.8287, decode.d3.loss_mask: 0.7282, decode.d3.loss_dice: 1.0789, decode.d4.loss_cls: 0.8231, decode.d4.loss_mask: 0.7282, decode.d4.loss_dice: 1.0739, decode.d5.loss_cls: 0.8191, decode.d5.loss_mask: 0.7300, decode.d5.loss_dice: 1.0684, decode.d6.loss_cls: 0.8098, decode.d6.loss_mask: 0.7280, decode.d6.loss_dice: 1.0616, decode.d7.loss_cls: 0.8095, decode.d7.loss_mask: 0.7291, decode.d7.loss_dice: 1.0659, decode.d8.loss_cls: 0.8064, decode.d8.loss_mask: 0.7297, decode.d8.loss_dice: 1.0662, loss: 29.2877 2022-04-26 05:43:21,614 - mmseg - INFO - Iter [16300/160000] lr: 1.290e-06, eta: 1 day, 20:56:53, time: 1.097, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8387, decode.loss_mask: 0.7424, decode.loss_dice: 1.1011, decode.d0.loss_cls: 3.4619, decode.d0.loss_mask: 0.7689, decode.d0.loss_dice: 1.2821, decode.d1.loss_cls: 0.9952, decode.d1.loss_mask: 0.7675, decode.d1.loss_dice: 1.1715, decode.d2.loss_cls: 0.8762, decode.d2.loss_mask: 0.7509, decode.d2.loss_dice: 1.1271, decode.d3.loss_cls: 0.8512, decode.d3.loss_mask: 0.7458, decode.d3.loss_dice: 1.1018, decode.d4.loss_cls: 0.8454, decode.d4.loss_mask: 0.7425, decode.d4.loss_dice: 1.1064, decode.d5.loss_cls: 0.8391, decode.d5.loss_mask: 0.7461, decode.d5.loss_dice: 1.1026, decode.d6.loss_cls: 0.8297, decode.d6.loss_mask: 0.7422, decode.d6.loss_dice: 1.0978, decode.d7.loss_cls: 0.8316, decode.d7.loss_mask: 0.7437, decode.d7.loss_dice: 1.1068, decode.d8.loss_cls: 0.8306, decode.d8.loss_mask: 0.7468, decode.d8.loss_dice: 1.0996, loss: 29.9931 2022-04-26 05:44:16,574 - mmseg - INFO - Iter [16350/160000] lr: 1.289e-06, eta: 1 day, 20:55:44, time: 1.099, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8239, decode.loss_mask: 0.7354, decode.loss_dice: 1.1067, decode.d0.loss_cls: 3.3918, decode.d0.loss_mask: 0.7573, decode.d0.loss_dice: 1.2905, decode.d1.loss_cls: 0.9660, decode.d1.loss_mask: 0.7559, decode.d1.loss_dice: 1.1781, decode.d2.loss_cls: 0.8714, decode.d2.loss_mask: 0.7479, decode.d2.loss_dice: 1.1305, decode.d3.loss_cls: 0.8319, decode.d3.loss_mask: 0.7402, decode.d3.loss_dice: 1.1090, decode.d4.loss_cls: 0.8295, decode.d4.loss_mask: 0.7416, decode.d4.loss_dice: 1.1074, decode.d5.loss_cls: 0.8229, decode.d5.loss_mask: 0.7380, decode.d5.loss_dice: 1.1096, decode.d6.loss_cls: 0.8101, decode.d6.loss_mask: 0.7417, decode.d6.loss_dice: 1.1002, decode.d7.loss_cls: 0.8139, decode.d7.loss_mask: 0.7398, decode.d7.loss_dice: 1.1087, decode.d8.loss_cls: 0.8168, decode.d8.loss_mask: 0.7353, decode.d8.loss_dice: 1.1061, loss: 29.7579 2022-04-26 05:45:11,606 - mmseg - INFO - Iter [16400/160000] lr: 1.289e-06, eta: 1 day, 20:54:37, time: 1.101, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8254, decode.loss_mask: 0.7203, decode.loss_dice: 1.0919, decode.d0.loss_cls: 3.4296, decode.d0.loss_mask: 0.7508, decode.d0.loss_dice: 1.2789, decode.d1.loss_cls: 0.9758, decode.d1.loss_mask: 0.7402, decode.d1.loss_dice: 1.1713, decode.d2.loss_cls: 0.8798, decode.d2.loss_mask: 0.7243, decode.d2.loss_dice: 1.1239, decode.d3.loss_cls: 0.8538, decode.d3.loss_mask: 0.7217, decode.d3.loss_dice: 1.1065, decode.d4.loss_cls: 0.8506, decode.d4.loss_mask: 0.7206, decode.d4.loss_dice: 1.1043, decode.d5.loss_cls: 0.8307, decode.d5.loss_mask: 0.7215, decode.d5.loss_dice: 1.1051, decode.d6.loss_cls: 0.8376, decode.d6.loss_mask: 0.7187, decode.d6.loss_dice: 1.0979, decode.d7.loss_cls: 0.8293, decode.d7.loss_mask: 0.7194, decode.d7.loss_dice: 1.1028, decode.d8.loss_cls: 0.8318, decode.d8.loss_mask: 0.7219, decode.d8.loss_dice: 1.0991, loss: 29.6855 2022-04-26 05:46:10,005 - mmseg - INFO - Iter [16450/160000] lr: 1.288e-06, eta: 1 day, 20:53:59, time: 1.168, data_time: 0.067, memory: 64049, decode.loss_cls: 0.7975, decode.loss_mask: 0.7033, decode.loss_dice: 1.0448, decode.d0.loss_cls: 3.4474, decode.d0.loss_mask: 0.7317, decode.d0.loss_dice: 1.2398, decode.d1.loss_cls: 0.9582, decode.d1.loss_mask: 0.7211, decode.d1.loss_dice: 1.1374, decode.d2.loss_cls: 0.8618, decode.d2.loss_mask: 0.7113, decode.d2.loss_dice: 1.0815, decode.d3.loss_cls: 0.8295, decode.d3.loss_mask: 0.7032, decode.d3.loss_dice: 1.0576, decode.d4.loss_cls: 0.8088, decode.d4.loss_mask: 0.7037, decode.d4.loss_dice: 1.0666, decode.d5.loss_cls: 0.8025, decode.d5.loss_mask: 0.7085, decode.d5.loss_dice: 1.0597, decode.d6.loss_cls: 0.7942, decode.d6.loss_mask: 0.7073, decode.d6.loss_dice: 1.0433, decode.d7.loss_cls: 0.7969, decode.d7.loss_mask: 0.7102, decode.d7.loss_dice: 1.0522, decode.d8.loss_cls: 0.7992, decode.d8.loss_mask: 0.7052, decode.d8.loss_dice: 1.0512, loss: 28.8357 2022-04-26 05:47:05,600 - mmseg - INFO - Iter [16500/160000] lr: 1.288e-06, eta: 1 day, 20:52:57, time: 1.112, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7723, decode.loss_mask: 0.7139, decode.loss_dice: 1.0833, decode.d0.loss_cls: 3.3784, decode.d0.loss_mask: 0.7398, decode.d0.loss_dice: 1.2516, decode.d1.loss_cls: 0.9226, decode.d1.loss_mask: 0.7289, decode.d1.loss_dice: 1.1434, decode.d2.loss_cls: 0.8375, decode.d2.loss_mask: 0.7210, decode.d2.loss_dice: 1.1032, decode.d3.loss_cls: 0.8076, decode.d3.loss_mask: 0.7104, decode.d3.loss_dice: 1.0832, decode.d4.loss_cls: 0.7916, decode.d4.loss_mask: 0.7079, decode.d4.loss_dice: 1.0843, decode.d5.loss_cls: 0.7801, decode.d5.loss_mask: 0.7101, decode.d5.loss_dice: 1.0837, decode.d6.loss_cls: 0.7708, decode.d6.loss_mask: 0.7079, decode.d6.loss_dice: 1.0813, decode.d7.loss_cls: 0.7738, decode.d7.loss_mask: 0.7080, decode.d7.loss_dice: 1.0809, decode.d8.loss_cls: 0.7762, decode.d8.loss_mask: 0.7087, decode.d8.loss_dice: 1.0852, loss: 28.8473 2022-04-26 05:48:01,088 - mmseg - INFO - Iter [16550/160000] lr: 1.287e-06, eta: 1 day, 20:51:53, time: 1.110, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7573, decode.loss_mask: 0.7213, decode.loss_dice: 1.0543, decode.d0.loss_cls: 3.3601, decode.d0.loss_mask: 0.7451, decode.d0.loss_dice: 1.2389, decode.d1.loss_cls: 0.8952, decode.d1.loss_mask: 0.7375, decode.d1.loss_dice: 1.1342, decode.d2.loss_cls: 0.8225, decode.d2.loss_mask: 0.7203, decode.d2.loss_dice: 1.0768, decode.d3.loss_cls: 0.7851, decode.d3.loss_mask: 0.7238, decode.d3.loss_dice: 1.0560, decode.d4.loss_cls: 0.7833, decode.d4.loss_mask: 0.7185, decode.d4.loss_dice: 1.0570, decode.d5.loss_cls: 0.7720, decode.d5.loss_mask: 0.7184, decode.d5.loss_dice: 1.0518, decode.d6.loss_cls: 0.7604, decode.d6.loss_mask: 0.7215, decode.d6.loss_dice: 1.0544, decode.d7.loss_cls: 0.7529, decode.d7.loss_mask: 0.7204, decode.d7.loss_dice: 1.0543, decode.d8.loss_cls: 0.7496, decode.d8.loss_mask: 0.7201, decode.d8.loss_dice: 1.0578, loss: 28.5208 2022-04-26 05:48:56,705 - mmseg - INFO - Iter [16600/160000] lr: 1.287e-06, eta: 1 day, 20:50:51, time: 1.112, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7980, decode.loss_mask: 0.7077, decode.loss_dice: 1.0832, decode.d0.loss_cls: 3.4037, decode.d0.loss_mask: 0.7399, decode.d0.loss_dice: 1.2703, decode.d1.loss_cls: 0.9640, decode.d1.loss_mask: 0.7287, decode.d1.loss_dice: 1.1548, decode.d2.loss_cls: 0.8586, decode.d2.loss_mask: 0.7190, decode.d2.loss_dice: 1.1184, decode.d3.loss_cls: 0.8141, decode.d3.loss_mask: 0.7102, decode.d3.loss_dice: 1.0897, decode.d4.loss_cls: 0.8059, decode.d4.loss_mask: 0.7078, decode.d4.loss_dice: 1.0826, decode.d5.loss_cls: 0.7958, decode.d5.loss_mask: 0.7054, decode.d5.loss_dice: 1.0859, decode.d6.loss_cls: 0.7917, decode.d6.loss_mask: 0.7077, decode.d6.loss_dice: 1.0799, decode.d7.loss_cls: 0.7881, decode.d7.loss_mask: 0.7096, decode.d7.loss_dice: 1.0840, decode.d8.loss_cls: 0.7896, decode.d8.loss_mask: 0.7125, decode.d8.loss_dice: 1.0863, loss: 29.0930 2022-04-26 05:49:52,704 - mmseg - INFO - Iter [16650/160000] lr: 1.286e-06, eta: 1 day, 20:49:52, time: 1.120, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7880, decode.loss_mask: 0.7325, decode.loss_dice: 1.0581, decode.d0.loss_cls: 3.3614, decode.d0.loss_mask: 0.7526, decode.d0.loss_dice: 1.2392, decode.d1.loss_cls: 0.9380, decode.d1.loss_mask: 0.7544, decode.d1.loss_dice: 1.1307, decode.d2.loss_cls: 0.8522, decode.d2.loss_mask: 0.7403, decode.d2.loss_dice: 1.0900, decode.d3.loss_cls: 0.8157, decode.d3.loss_mask: 0.7373, decode.d3.loss_dice: 1.0723, decode.d4.loss_cls: 0.8067, decode.d4.loss_mask: 0.7350, decode.d4.loss_dice: 1.0713, decode.d5.loss_cls: 0.8006, decode.d5.loss_mask: 0.7362, decode.d5.loss_dice: 1.0660, decode.d6.loss_cls: 0.7909, decode.d6.loss_mask: 0.7370, decode.d6.loss_dice: 1.0552, decode.d7.loss_cls: 0.7862, decode.d7.loss_mask: 0.7383, decode.d7.loss_dice: 1.0695, decode.d8.loss_cls: 0.7855, decode.d8.loss_mask: 0.7346, decode.d8.loss_dice: 1.0701, loss: 29.0459 2022-04-26 05:50:48,206 - mmseg - INFO - Iter [16700/160000] lr: 1.286e-06, eta: 1 day, 20:48:49, time: 1.110, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7802, decode.loss_mask: 0.7357, decode.loss_dice: 1.0717, decode.d0.loss_cls: 3.3853, decode.d0.loss_mask: 0.7776, decode.d0.loss_dice: 1.2580, decode.d1.loss_cls: 0.9314, decode.d1.loss_mask: 0.7623, decode.d1.loss_dice: 1.1488, decode.d2.loss_cls: 0.8407, decode.d2.loss_mask: 0.7491, decode.d2.loss_dice: 1.0949, decode.d3.loss_cls: 0.8040, decode.d3.loss_mask: 0.7368, decode.d3.loss_dice: 1.0740, decode.d4.loss_cls: 0.7882, decode.d4.loss_mask: 0.7388, decode.d4.loss_dice: 1.0739, decode.d5.loss_cls: 0.7759, decode.d5.loss_mask: 0.7358, decode.d5.loss_dice: 1.0641, decode.d6.loss_cls: 0.7742, decode.d6.loss_mask: 0.7347, decode.d6.loss_dice: 1.0638, decode.d7.loss_cls: 0.7759, decode.d7.loss_mask: 0.7355, decode.d7.loss_dice: 1.0690, decode.d8.loss_cls: 0.7745, decode.d8.loss_mask: 0.7379, decode.d8.loss_dice: 1.0675, loss: 29.0601 2022-04-26 05:51:43,760 - mmseg - INFO - Iter [16750/160000] lr: 1.285e-06, eta: 1 day, 20:47:47, time: 1.111, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7956, decode.loss_mask: 0.6719, decode.loss_dice: 1.0544, decode.d0.loss_cls: 3.3110, decode.d0.loss_mask: 0.7018, decode.d0.loss_dice: 1.2407, decode.d1.loss_cls: 0.9281, decode.d1.loss_mask: 0.6989, decode.d1.loss_dice: 1.1374, decode.d2.loss_cls: 0.8358, decode.d2.loss_mask: 0.6839, decode.d2.loss_dice: 1.0883, decode.d3.loss_cls: 0.8036, decode.d3.loss_mask: 0.6762, decode.d3.loss_dice: 1.0698, decode.d4.loss_cls: 0.7971, decode.d4.loss_mask: 0.6728, decode.d4.loss_dice: 1.0693, decode.d5.loss_cls: 0.7907, decode.d5.loss_mask: 0.6747, decode.d5.loss_dice: 1.0633, decode.d6.loss_cls: 0.7790, decode.d6.loss_mask: 0.6725, decode.d6.loss_dice: 1.0523, decode.d7.loss_cls: 0.7813, decode.d7.loss_mask: 0.6718, decode.d7.loss_dice: 1.0590, decode.d8.loss_cls: 0.7804, decode.d8.loss_mask: 0.6757, decode.d8.loss_dice: 1.0563, loss: 28.2936 2022-04-26 05:52:39,170 - mmseg - INFO - Iter [16800/160000] lr: 1.285e-06, eta: 1 day, 20:46:43, time: 1.108, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7905, decode.loss_mask: 0.7160, decode.loss_dice: 1.0702, decode.d0.loss_cls: 3.3093, decode.d0.loss_mask: 0.7472, decode.d0.loss_dice: 1.2573, decode.d1.loss_cls: 0.9261, decode.d1.loss_mask: 0.7355, decode.d1.loss_dice: 1.1522, decode.d2.loss_cls: 0.8274, decode.d2.loss_mask: 0.7210, decode.d2.loss_dice: 1.1019, decode.d3.loss_cls: 0.7972, decode.d3.loss_mask: 0.7156, decode.d3.loss_dice: 1.0816, decode.d4.loss_cls: 0.7915, decode.d4.loss_mask: 0.7157, decode.d4.loss_dice: 1.0801, decode.d5.loss_cls: 0.7759, decode.d5.loss_mask: 0.7150, decode.d5.loss_dice: 1.0801, decode.d6.loss_cls: 0.7787, decode.d6.loss_mask: 0.7122, decode.d6.loss_dice: 1.0762, decode.d7.loss_cls: 0.7693, decode.d7.loss_mask: 0.7112, decode.d7.loss_dice: 1.0757, decode.d8.loss_cls: 0.7900, decode.d8.loss_mask: 0.7086, decode.d8.loss_dice: 1.0699, loss: 28.7990 2022-04-26 05:53:34,467 - mmseg - INFO - Iter [16850/160000] lr: 1.285e-06, eta: 1 day, 20:45:38, time: 1.106, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7609, decode.loss_mask: 0.7046, decode.loss_dice: 1.0482, decode.d0.loss_cls: 3.3112, decode.d0.loss_mask: 0.7404, decode.d0.loss_dice: 1.2382, decode.d1.loss_cls: 0.9204, decode.d1.loss_mask: 0.7257, decode.d1.loss_dice: 1.1329, decode.d2.loss_cls: 0.8254, decode.d2.loss_mask: 0.7115, decode.d2.loss_dice: 1.0857, decode.d3.loss_cls: 0.7960, decode.d3.loss_mask: 0.7097, decode.d3.loss_dice: 1.0590, decode.d4.loss_cls: 0.7881, decode.d4.loss_mask: 0.7088, decode.d4.loss_dice: 1.0546, decode.d5.loss_cls: 0.7778, decode.d5.loss_mask: 0.7099, decode.d5.loss_dice: 1.0547, decode.d6.loss_cls: 0.7636, decode.d6.loss_mask: 0.7085, decode.d6.loss_dice: 1.0538, decode.d7.loss_cls: 0.7597, decode.d7.loss_mask: 0.7091, decode.d7.loss_dice: 1.0520, decode.d8.loss_cls: 0.7588, decode.d8.loss_mask: 0.7083, decode.d8.loss_dice: 1.0492, loss: 28.4266 2022-04-26 05:54:29,574 - mmseg - INFO - Iter [16900/160000] lr: 1.284e-06, eta: 1 day, 20:44:32, time: 1.102, data_time: 0.015, memory: 64049, decode.loss_cls: 0.8057, decode.loss_mask: 0.7129, decode.loss_dice: 1.0879, decode.d0.loss_cls: 3.2992, decode.d0.loss_mask: 0.7383, decode.d0.loss_dice: 1.2687, decode.d1.loss_cls: 0.9259, decode.d1.loss_mask: 0.7323, decode.d1.loss_dice: 1.1660, decode.d2.loss_cls: 0.8464, decode.d2.loss_mask: 0.7255, decode.d2.loss_dice: 1.1171, decode.d3.loss_cls: 0.8107, decode.d3.loss_mask: 0.7164, decode.d3.loss_dice: 1.0962, decode.d4.loss_cls: 0.8006, decode.d4.loss_mask: 0.7163, decode.d4.loss_dice: 1.1000, decode.d5.loss_cls: 0.7970, decode.d5.loss_mask: 0.7135, decode.d5.loss_dice: 1.0943, decode.d6.loss_cls: 0.7909, decode.d6.loss_mask: 0.7122, decode.d6.loss_dice: 1.0900, decode.d7.loss_cls: 0.7919, decode.d7.loss_mask: 0.7094, decode.d7.loss_dice: 1.0917, decode.d8.loss_cls: 0.7915, decode.d8.loss_mask: 0.7151, decode.d8.loss_dice: 1.0893, loss: 29.0528 2022-04-26 05:55:24,450 - mmseg - INFO - Iter [16950/160000] lr: 1.284e-06, eta: 1 day, 20:43:24, time: 1.098, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7933, decode.loss_mask: 0.7033, decode.loss_dice: 1.0466, decode.d0.loss_cls: 3.2903, decode.d0.loss_mask: 0.7311, decode.d0.loss_dice: 1.2329, decode.d1.loss_cls: 0.9317, decode.d1.loss_mask: 0.7323, decode.d1.loss_dice: 1.1289, decode.d2.loss_cls: 0.8482, decode.d2.loss_mask: 0.7140, decode.d2.loss_dice: 1.0795, decode.d3.loss_cls: 0.8026, decode.d3.loss_mask: 0.7062, decode.d3.loss_dice: 1.0628, decode.d4.loss_cls: 0.8027, decode.d4.loss_mask: 0.7043, decode.d4.loss_dice: 1.0635, decode.d5.loss_cls: 0.7969, decode.d5.loss_mask: 0.7013, decode.d5.loss_dice: 1.0528, decode.d6.loss_cls: 0.7923, decode.d6.loss_mask: 0.7016, decode.d6.loss_dice: 1.0450, decode.d7.loss_cls: 0.7973, decode.d7.loss_mask: 0.7018, decode.d7.loss_dice: 1.0514, decode.d8.loss_cls: 0.7897, decode.d8.loss_mask: 0.7023, decode.d8.loss_dice: 1.0499, loss: 28.5564 2022-04-26 05:56:19,704 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 05:56:19,810 - mmseg - INFO - Iter [17000/160000] lr: 1.283e-06, eta: 1 day, 20:42:19, time: 1.105, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7829, decode.loss_mask: 0.7352, decode.loss_dice: 1.0613, decode.d0.loss_cls: 3.3486, decode.d0.loss_mask: 0.7637, decode.d0.loss_dice: 1.2456, decode.d1.loss_cls: 0.9246, decode.d1.loss_mask: 0.7537, decode.d1.loss_dice: 1.1453, decode.d2.loss_cls: 0.8252, decode.d2.loss_mask: 0.7459, decode.d2.loss_dice: 1.0971, decode.d3.loss_cls: 0.7909, decode.d3.loss_mask: 0.7356, decode.d3.loss_dice: 1.0747, decode.d4.loss_cls: 0.7864, decode.d4.loss_mask: 0.7382, decode.d4.loss_dice: 1.0709, decode.d5.loss_cls: 0.7854, decode.d5.loss_mask: 0.7339, decode.d5.loss_dice: 1.0706, decode.d6.loss_cls: 0.7813, decode.d6.loss_mask: 0.7339, decode.d6.loss_dice: 1.0681, decode.d7.loss_cls: 0.7740, decode.d7.loss_mask: 0.7351, decode.d7.loss_dice: 1.0738, decode.d8.loss_cls: 0.7761, decode.d8.loss_mask: 0.7317, decode.d8.loss_dice: 1.0646, loss: 28.9542 2022-04-26 05:57:15,856 - mmseg - INFO - Iter [17050/160000] lr: 1.283e-06, eta: 1 day, 20:41:22, time: 1.123, data_time: 0.018, memory: 64049, decode.loss_cls: 0.7559, decode.loss_mask: 0.7141, decode.loss_dice: 1.0554, decode.d0.loss_cls: 3.2716, decode.d0.loss_mask: 0.7298, decode.d0.loss_dice: 1.2225, decode.d1.loss_cls: 0.9003, decode.d1.loss_mask: 0.7376, decode.d1.loss_dice: 1.1281, decode.d2.loss_cls: 0.8245, decode.d2.loss_mask: 0.7166, decode.d2.loss_dice: 1.0803, decode.d3.loss_cls: 0.7811, decode.d3.loss_mask: 0.7147, decode.d3.loss_dice: 1.0608, decode.d4.loss_cls: 0.7664, decode.d4.loss_mask: 0.7201, decode.d4.loss_dice: 1.0646, decode.d5.loss_cls: 0.7656, decode.d5.loss_mask: 0.7167, decode.d5.loss_dice: 1.0571, decode.d6.loss_cls: 0.7580, decode.d6.loss_mask: 0.7186, decode.d6.loss_dice: 1.0505, decode.d7.loss_cls: 0.7536, decode.d7.loss_mask: 0.7179, decode.d7.loss_dice: 1.0534, decode.d8.loss_cls: 0.7568, decode.d8.loss_mask: 0.7196, decode.d8.loss_dice: 1.0550, loss: 28.3672 2022-04-26 05:58:10,611 - mmseg - INFO - Iter [17100/160000] lr: 1.282e-06, eta: 1 day, 20:40:13, time: 1.095, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7695, decode.loss_mask: 0.7072, decode.loss_dice: 1.0370, decode.d0.loss_cls: 3.2600, decode.d0.loss_mask: 0.7424, decode.d0.loss_dice: 1.2141, decode.d1.loss_cls: 0.8957, decode.d1.loss_mask: 0.7371, decode.d1.loss_dice: 1.1224, decode.d2.loss_cls: 0.8051, decode.d2.loss_mask: 0.7170, decode.d2.loss_dice: 1.0655, decode.d3.loss_cls: 0.7755, decode.d3.loss_mask: 0.7124, decode.d3.loss_dice: 1.0396, decode.d4.loss_cls: 0.7705, decode.d4.loss_mask: 0.7165, decode.d4.loss_dice: 1.0462, decode.d5.loss_cls: 0.7599, decode.d5.loss_mask: 0.7093, decode.d5.loss_dice: 1.0461, decode.d6.loss_cls: 0.7586, decode.d6.loss_mask: 0.7010, decode.d6.loss_dice: 1.0430, decode.d7.loss_cls: 0.7565, decode.d7.loss_mask: 0.7083, decode.d7.loss_dice: 1.0474, decode.d8.loss_cls: 0.7680, decode.d8.loss_mask: 0.7102, decode.d8.loss_dice: 1.0366, loss: 28.1782 2022-04-26 05:59:05,465 - mmseg - INFO - Iter [17150/160000] lr: 1.282e-06, eta: 1 day, 20:39:05, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7914, decode.loss_mask: 0.7089, decode.loss_dice: 1.0635, decode.d0.loss_cls: 3.2780, decode.d0.loss_mask: 0.7295, decode.d0.loss_dice: 1.2412, decode.d1.loss_cls: 0.9326, decode.d1.loss_mask: 0.7226, decode.d1.loss_dice: 1.1368, decode.d2.loss_cls: 0.8277, decode.d2.loss_mask: 0.7142, decode.d2.loss_dice: 1.0948, decode.d3.loss_cls: 0.7992, decode.d3.loss_mask: 0.7067, decode.d3.loss_dice: 1.0766, decode.d4.loss_cls: 0.7932, decode.d4.loss_mask: 0.7088, decode.d4.loss_dice: 1.0712, decode.d5.loss_cls: 0.7845, decode.d5.loss_mask: 0.7094, decode.d5.loss_dice: 1.0737, decode.d6.loss_cls: 0.7803, decode.d6.loss_mask: 0.7080, decode.d6.loss_dice: 1.0633, decode.d7.loss_cls: 0.7872, decode.d7.loss_mask: 0.7093, decode.d7.loss_dice: 1.0670, decode.d8.loss_cls: 0.7805, decode.d8.loss_mask: 0.7078, decode.d8.loss_dice: 1.0737, loss: 28.6420 2022-04-26 06:00:00,394 - mmseg - INFO - Iter [17200/160000] lr: 1.281e-06, eta: 1 day, 20:37:57, time: 1.099, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7955, decode.loss_mask: 0.7368, decode.loss_dice: 1.0812, decode.d0.loss_cls: 3.2607, decode.d0.loss_mask: 0.7634, decode.d0.loss_dice: 1.2541, decode.d1.loss_cls: 0.9510, decode.d1.loss_mask: 0.7491, decode.d1.loss_dice: 1.1623, decode.d2.loss_cls: 0.8524, decode.d2.loss_mask: 0.7366, decode.d2.loss_dice: 1.1081, decode.d3.loss_cls: 0.8214, decode.d3.loss_mask: 0.7362, decode.d3.loss_dice: 1.0901, decode.d4.loss_cls: 0.8176, decode.d4.loss_mask: 0.7298, decode.d4.loss_dice: 1.0848, decode.d5.loss_cls: 0.8058, decode.d5.loss_mask: 0.7293, decode.d5.loss_dice: 1.0863, decode.d6.loss_cls: 0.7971, decode.d6.loss_mask: 0.7286, decode.d6.loss_dice: 1.0750, decode.d7.loss_cls: 0.7953, decode.d7.loss_mask: 0.7287, decode.d7.loss_dice: 1.0826, decode.d8.loss_cls: 0.7962, decode.d8.loss_mask: 0.7311, decode.d8.loss_dice: 1.0783, loss: 29.1652 2022-04-26 06:00:57,143 - mmseg - INFO - Iter [17250/160000] lr: 1.281e-06, eta: 1 day, 20:37:05, time: 1.135, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7814, decode.loss_mask: 0.7409, decode.loss_dice: 1.0938, decode.d0.loss_cls: 3.2651, decode.d0.loss_mask: 0.7540, decode.d0.loss_dice: 1.2677, decode.d1.loss_cls: 0.9271, decode.d1.loss_mask: 0.7552, decode.d1.loss_dice: 1.1714, decode.d2.loss_cls: 0.8317, decode.d2.loss_mask: 0.7428, decode.d2.loss_dice: 1.1176, decode.d3.loss_cls: 0.7995, decode.d3.loss_mask: 0.7348, decode.d3.loss_dice: 1.1078, decode.d4.loss_cls: 0.7855, decode.d4.loss_mask: 0.7364, decode.d4.loss_dice: 1.1015, decode.d5.loss_cls: 0.7845, decode.d5.loss_mask: 0.7369, decode.d5.loss_dice: 1.0937, decode.d6.loss_cls: 0.7817, decode.d6.loss_mask: 0.7344, decode.d6.loss_dice: 1.0911, decode.d7.loss_cls: 0.7793, decode.d7.loss_mask: 0.7378, decode.d7.loss_dice: 1.0924, decode.d8.loss_cls: 0.7831, decode.d8.loss_mask: 0.7379, decode.d8.loss_dice: 1.0900, loss: 29.1569 2022-04-26 06:01:52,218 - mmseg - INFO - Iter [17300/160000] lr: 1.281e-06, eta: 1 day, 20:35:59, time: 1.102, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7864, decode.loss_mask: 0.7216, decode.loss_dice: 1.0664, decode.d0.loss_cls: 3.2634, decode.d0.loss_mask: 0.7482, decode.d0.loss_dice: 1.2468, decode.d1.loss_cls: 0.9169, decode.d1.loss_mask: 0.7480, decode.d1.loss_dice: 1.1418, decode.d2.loss_cls: 0.8273, decode.d2.loss_mask: 0.7311, decode.d2.loss_dice: 1.1003, decode.d3.loss_cls: 0.7993, decode.d3.loss_mask: 0.7222, decode.d3.loss_dice: 1.0730, decode.d4.loss_cls: 0.7894, decode.d4.loss_mask: 0.7237, decode.d4.loss_dice: 1.0807, decode.d5.loss_cls: 0.7766, decode.d5.loss_mask: 0.7205, decode.d5.loss_dice: 1.0691, decode.d6.loss_cls: 0.7856, decode.d6.loss_mask: 0.7194, decode.d6.loss_dice: 1.0651, decode.d7.loss_cls: 0.7778, decode.d7.loss_mask: 0.7209, decode.d7.loss_dice: 1.0727, decode.d8.loss_cls: 0.7813, decode.d8.loss_mask: 0.7227, decode.d8.loss_dice: 1.0686, loss: 28.7668 2022-04-26 06:02:47,074 - mmseg - INFO - Iter [17350/160000] lr: 1.280e-06, eta: 1 day, 20:34:51, time: 1.097, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7547, decode.loss_mask: 0.7055, decode.loss_dice: 1.0475, decode.d0.loss_cls: 3.1579, decode.d0.loss_mask: 0.7440, decode.d0.loss_dice: 1.2406, decode.d1.loss_cls: 0.8934, decode.d1.loss_mask: 0.7397, decode.d1.loss_dice: 1.1396, decode.d2.loss_cls: 0.8168, decode.d2.loss_mask: 0.7182, decode.d2.loss_dice: 1.0935, decode.d3.loss_cls: 0.7784, decode.d3.loss_mask: 0.7101, decode.d3.loss_dice: 1.0677, decode.d4.loss_cls: 0.7618, decode.d4.loss_mask: 0.7156, decode.d4.loss_dice: 1.0748, decode.d5.loss_cls: 0.7531, decode.d5.loss_mask: 0.7126, decode.d5.loss_dice: 1.0668, decode.d6.loss_cls: 0.7508, decode.d6.loss_mask: 0.7062, decode.d6.loss_dice: 1.0612, decode.d7.loss_cls: 0.7538, decode.d7.loss_mask: 0.7070, decode.d7.loss_dice: 1.0583, decode.d8.loss_cls: 0.7523, decode.d8.loss_mask: 0.7048, decode.d8.loss_dice: 1.0536, loss: 28.2402 2022-04-26 06:03:42,853 - mmseg - INFO - Iter [17400/160000] lr: 1.280e-06, eta: 1 day, 20:33:51, time: 1.116, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7862, decode.loss_mask: 0.7149, decode.loss_dice: 1.0908, decode.d0.loss_cls: 3.2476, decode.d0.loss_mask: 0.7349, decode.d0.loss_dice: 1.2813, decode.d1.loss_cls: 0.9387, decode.d1.loss_mask: 0.7353, decode.d1.loss_dice: 1.1749, decode.d2.loss_cls: 0.8376, decode.d2.loss_mask: 0.7225, decode.d2.loss_dice: 1.1251, decode.d3.loss_cls: 0.8079, decode.d3.loss_mask: 0.7163, decode.d3.loss_dice: 1.1073, decode.d4.loss_cls: 0.7965, decode.d4.loss_mask: 0.7187, decode.d4.loss_dice: 1.1074, decode.d5.loss_cls: 0.7857, decode.d5.loss_mask: 0.7130, decode.d5.loss_dice: 1.1003, decode.d6.loss_cls: 0.7909, decode.d6.loss_mask: 0.7116, decode.d6.loss_dice: 1.0909, decode.d7.loss_cls: 0.7834, decode.d7.loss_mask: 0.7099, decode.d7.loss_dice: 1.0903, decode.d8.loss_cls: 0.7885, decode.d8.loss_mask: 0.7104, decode.d8.loss_dice: 1.0882, loss: 29.0069 2022-04-26 06:04:38,848 - mmseg - INFO - Iter [17450/160000] lr: 1.279e-06, eta: 1 day, 20:32:53, time: 1.120, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7814, decode.loss_mask: 0.7192, decode.loss_dice: 1.0847, decode.d0.loss_cls: 3.2291, decode.d0.loss_mask: 0.7541, decode.d0.loss_dice: 1.2703, decode.d1.loss_cls: 0.9311, decode.d1.loss_mask: 0.7428, decode.d1.loss_dice: 1.1645, decode.d2.loss_cls: 0.8370, decode.d2.loss_mask: 0.7306, decode.d2.loss_dice: 1.1101, decode.d3.loss_cls: 0.8011, decode.d3.loss_mask: 0.7220, decode.d3.loss_dice: 1.0903, decode.d4.loss_cls: 0.8011, decode.d4.loss_mask: 0.7242, decode.d4.loss_dice: 1.0921, decode.d5.loss_cls: 0.7862, decode.d5.loss_mask: 0.7204, decode.d5.loss_dice: 1.0909, decode.d6.loss_cls: 0.7861, decode.d6.loss_mask: 0.7152, decode.d6.loss_dice: 1.0770, decode.d7.loss_cls: 0.7815, decode.d7.loss_mask: 0.7152, decode.d7.loss_dice: 1.0801, decode.d8.loss_cls: 0.7784, decode.d8.loss_mask: 0.7182, decode.d8.loss_dice: 1.0860, loss: 28.9212 2022-04-26 06:05:34,719 - mmseg - INFO - Iter [17500/160000] lr: 1.279e-06, eta: 1 day, 20:31:53, time: 1.117, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7969, decode.loss_mask: 0.7031, decode.loss_dice: 1.0470, decode.d0.loss_cls: 3.2177, decode.d0.loss_mask: 0.7237, decode.d0.loss_dice: 1.2305, decode.d1.loss_cls: 0.9759, decode.d1.loss_mask: 0.7192, decode.d1.loss_dice: 1.1357, decode.d2.loss_cls: 0.8627, decode.d2.loss_mask: 0.7140, decode.d2.loss_dice: 1.0904, decode.d3.loss_cls: 0.8205, decode.d3.loss_mask: 0.7082, decode.d3.loss_dice: 1.0634, decode.d4.loss_cls: 0.8121, decode.d4.loss_mask: 0.7058, decode.d4.loss_dice: 1.0553, decode.d5.loss_cls: 0.8032, decode.d5.loss_mask: 0.6976, decode.d5.loss_dice: 1.0576, decode.d6.loss_cls: 0.7973, decode.d6.loss_mask: 0.7005, decode.d6.loss_dice: 1.0474, decode.d7.loss_cls: 0.7953, decode.d7.loss_mask: 0.7055, decode.d7.loss_dice: 1.0525, decode.d8.loss_cls: 0.7975, decode.d8.loss_mask: 0.7039, decode.d8.loss_dice: 1.0531, loss: 28.5935 2022-04-26 06:06:29,955 - mmseg - INFO - Iter [17550/160000] lr: 1.278e-06, eta: 1 day, 20:30:49, time: 1.105, data_time: 0.017, memory: 64049, decode.loss_cls: 0.8091, decode.loss_mask: 0.7030, decode.loss_dice: 1.0588, decode.d0.loss_cls: 3.2723, decode.d0.loss_mask: 0.7303, decode.d0.loss_dice: 1.2388, decode.d1.loss_cls: 0.9342, decode.d1.loss_mask: 0.7251, decode.d1.loss_dice: 1.1330, decode.d2.loss_cls: 0.8504, decode.d2.loss_mask: 0.7102, decode.d2.loss_dice: 1.0994, decode.d3.loss_cls: 0.8274, decode.d3.loss_mask: 0.6998, decode.d3.loss_dice: 1.0691, decode.d4.loss_cls: 0.8091, decode.d4.loss_mask: 0.7017, decode.d4.loss_dice: 1.0718, decode.d5.loss_cls: 0.7998, decode.d5.loss_mask: 0.7015, decode.d5.loss_dice: 1.0669, decode.d6.loss_cls: 0.8024, decode.d6.loss_mask: 0.6985, decode.d6.loss_dice: 1.0640, decode.d7.loss_cls: 0.8073, decode.d7.loss_mask: 0.7014, decode.d7.loss_dice: 1.0651, decode.d8.loss_cls: 0.8101, decode.d8.loss_mask: 0.6996, decode.d8.loss_dice: 1.0586, loss: 28.7188 2022-04-26 06:07:25,210 - mmseg - INFO - Iter [17600/160000] lr: 1.278e-06, eta: 1 day, 20:29:45, time: 1.105, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7944, decode.loss_mask: 0.6851, decode.loss_dice: 1.0551, decode.d0.loss_cls: 3.2396, decode.d0.loss_mask: 0.7107, decode.d0.loss_dice: 1.2208, decode.d1.loss_cls: 0.9303, decode.d1.loss_mask: 0.7042, decode.d1.loss_dice: 1.1146, decode.d2.loss_cls: 0.8407, decode.d2.loss_mask: 0.6953, decode.d2.loss_dice: 1.0883, decode.d3.loss_cls: 0.8191, decode.d3.loss_mask: 0.6918, decode.d3.loss_dice: 1.0602, decode.d4.loss_cls: 0.8101, decode.d4.loss_mask: 0.6899, decode.d4.loss_dice: 1.0632, decode.d5.loss_cls: 0.7917, decode.d5.loss_mask: 0.6877, decode.d5.loss_dice: 1.0625, decode.d6.loss_cls: 0.7969, decode.d6.loss_mask: 0.6866, decode.d6.loss_dice: 1.0560, decode.d7.loss_cls: 0.7994, decode.d7.loss_mask: 0.6852, decode.d7.loss_dice: 1.0582, decode.d8.loss_cls: 0.7933, decode.d8.loss_mask: 0.6856, decode.d8.loss_dice: 1.0541, loss: 28.3706 2022-04-26 06:08:21,205 - mmseg - INFO - Iter [17650/160000] lr: 1.277e-06, eta: 1 day, 20:28:46, time: 1.120, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7633, decode.loss_mask: 0.7055, decode.loss_dice: 1.0743, decode.d0.loss_cls: 3.2749, decode.d0.loss_mask: 0.7246, decode.d0.loss_dice: 1.2433, decode.d1.loss_cls: 0.9099, decode.d1.loss_mask: 0.7158, decode.d1.loss_dice: 1.1402, decode.d2.loss_cls: 0.8188, decode.d2.loss_mask: 0.7152, decode.d2.loss_dice: 1.0952, decode.d3.loss_cls: 0.7930, decode.d3.loss_mask: 0.7058, decode.d3.loss_dice: 1.0779, decode.d4.loss_cls: 0.7784, decode.d4.loss_mask: 0.7059, decode.d4.loss_dice: 1.0831, decode.d5.loss_cls: 0.7685, decode.d5.loss_mask: 0.7047, decode.d5.loss_dice: 1.0757, decode.d6.loss_cls: 0.7742, decode.d6.loss_mask: 0.6994, decode.d6.loss_dice: 1.0715, decode.d7.loss_cls: 0.7719, decode.d7.loss_mask: 0.7024, decode.d7.loss_dice: 1.0712, decode.d8.loss_cls: 0.7659, decode.d8.loss_mask: 0.7057, decode.d8.loss_dice: 1.0791, loss: 28.5155 2022-04-26 06:09:19,149 - mmseg - INFO - Iter [17700/160000] lr: 1.277e-06, eta: 1 day, 20:28:04, time: 1.159, data_time: 0.069, memory: 64049, decode.loss_cls: 0.7444, decode.loss_mask: 0.7068, decode.loss_dice: 1.0378, decode.d0.loss_cls: 3.2020, decode.d0.loss_mask: 0.7337, decode.d0.loss_dice: 1.2206, decode.d1.loss_cls: 0.8742, decode.d1.loss_mask: 0.7319, decode.d1.loss_dice: 1.1263, decode.d2.loss_cls: 0.7827, decode.d2.loss_mask: 0.7204, decode.d2.loss_dice: 1.0718, decode.d3.loss_cls: 0.7637, decode.d3.loss_mask: 0.7111, decode.d3.loss_dice: 1.0495, decode.d4.loss_cls: 0.7532, decode.d4.loss_mask: 0.7122, decode.d4.loss_dice: 1.0495, decode.d5.loss_cls: 0.7496, decode.d5.loss_mask: 0.7109, decode.d5.loss_dice: 1.0436, decode.d6.loss_cls: 0.7510, decode.d6.loss_mask: 0.7043, decode.d6.loss_dice: 1.0405, decode.d7.loss_cls: 0.7360, decode.d7.loss_mask: 0.7074, decode.d7.loss_dice: 1.0400, decode.d8.loss_cls: 0.7350, decode.d8.loss_mask: 0.7091, decode.d8.loss_dice: 1.0421, loss: 27.9612 2022-04-26 06:10:14,475 - mmseg - INFO - Iter [17750/160000] lr: 1.277e-06, eta: 1 day, 20:27:00, time: 1.107, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7848, decode.loss_mask: 0.7178, decode.loss_dice: 1.0689, decode.d0.loss_cls: 3.2427, decode.d0.loss_mask: 0.7433, decode.d0.loss_dice: 1.2535, decode.d1.loss_cls: 0.9546, decode.d1.loss_mask: 0.7381, decode.d1.loss_dice: 1.1543, decode.d2.loss_cls: 0.8336, decode.d2.loss_mask: 0.7302, decode.d2.loss_dice: 1.1025, decode.d3.loss_cls: 0.8070, decode.d3.loss_mask: 0.7191, decode.d3.loss_dice: 1.0848, decode.d4.loss_cls: 0.7951, decode.d4.loss_mask: 0.7191, decode.d4.loss_dice: 1.0827, decode.d5.loss_cls: 0.7862, decode.d5.loss_mask: 0.7182, decode.d5.loss_dice: 1.0705, decode.d6.loss_cls: 0.7877, decode.d6.loss_mask: 0.7156, decode.d6.loss_dice: 1.0650, decode.d7.loss_cls: 0.7833, decode.d7.loss_mask: 0.7184, decode.d7.loss_dice: 1.0705, decode.d8.loss_cls: 0.7776, decode.d8.loss_mask: 0.7182, decode.d8.loss_dice: 1.0745, loss: 28.8177 2022-04-26 06:11:09,514 - mmseg - INFO - Iter [17800/160000] lr: 1.276e-06, eta: 1 day, 20:25:54, time: 1.101, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7456, decode.loss_mask: 0.6983, decode.loss_dice: 1.0430, decode.d0.loss_cls: 3.1882, decode.d0.loss_mask: 0.7284, decode.d0.loss_dice: 1.2277, decode.d1.loss_cls: 0.9084, decode.d1.loss_mask: 0.7215, decode.d1.loss_dice: 1.1187, decode.d2.loss_cls: 0.8102, decode.d2.loss_mask: 0.7100, decode.d2.loss_dice: 1.0865, decode.d3.loss_cls: 0.7708, decode.d3.loss_mask: 0.7054, decode.d3.loss_dice: 1.0555, decode.d4.loss_cls: 0.7620, decode.d4.loss_mask: 0.7003, decode.d4.loss_dice: 1.0583, decode.d5.loss_cls: 0.7585, decode.d5.loss_mask: 0.7021, decode.d5.loss_dice: 1.0524, decode.d6.loss_cls: 0.7522, decode.d6.loss_mask: 0.6983, decode.d6.loss_dice: 1.0441, decode.d7.loss_cls: 0.7547, decode.d7.loss_mask: 0.6950, decode.d7.loss_dice: 1.0422, decode.d8.loss_cls: 0.7449, decode.d8.loss_mask: 0.6954, decode.d8.loss_dice: 1.0419, loss: 28.0203 2022-04-26 06:12:04,392 - mmseg - INFO - Iter [17850/160000] lr: 1.276e-06, eta: 1 day, 20:24:47, time: 1.098, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7762, decode.loss_mask: 0.7001, decode.loss_dice: 1.0990, decode.d0.loss_cls: 3.1873, decode.d0.loss_mask: 0.7280, decode.d0.loss_dice: 1.2800, decode.d1.loss_cls: 0.9037, decode.d1.loss_mask: 0.7232, decode.d1.loss_dice: 1.1763, decode.d2.loss_cls: 0.8145, decode.d2.loss_mask: 0.7105, decode.d2.loss_dice: 1.1378, decode.d3.loss_cls: 0.7886, decode.d3.loss_mask: 0.7000, decode.d3.loss_dice: 1.1105, decode.d4.loss_cls: 0.7819, decode.d4.loss_mask: 0.6984, decode.d4.loss_dice: 1.1114, decode.d5.loss_cls: 0.7732, decode.d5.loss_mask: 0.6972, decode.d5.loss_dice: 1.1085, decode.d6.loss_cls: 0.7635, decode.d6.loss_mask: 0.6998, decode.d6.loss_dice: 1.0955, decode.d7.loss_cls: 0.7720, decode.d7.loss_mask: 0.7025, decode.d7.loss_dice: 1.0967, decode.d8.loss_cls: 0.7626, decode.d8.loss_mask: 0.7000, decode.d8.loss_dice: 1.0991, loss: 28.6981 2022-04-26 06:12:59,832 - mmseg - INFO - Iter [17900/160000] lr: 1.275e-06, eta: 1 day, 20:23:45, time: 1.109, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7298, decode.loss_mask: 0.7244, decode.loss_dice: 1.0447, decode.d0.loss_cls: 3.0883, decode.d0.loss_mask: 0.7565, decode.d0.loss_dice: 1.2072, decode.d1.loss_cls: 0.8719, decode.d1.loss_mask: 0.7432, decode.d1.loss_dice: 1.1104, decode.d2.loss_cls: 0.7775, decode.d2.loss_mask: 0.7320, decode.d2.loss_dice: 1.0714, decode.d3.loss_cls: 0.7442, decode.d3.loss_mask: 0.7250, decode.d3.loss_dice: 1.0545, decode.d4.loss_cls: 0.7332, decode.d4.loss_mask: 0.7309, decode.d4.loss_dice: 1.0553, decode.d5.loss_cls: 0.7387, decode.d5.loss_mask: 0.7277, decode.d5.loss_dice: 1.0549, decode.d6.loss_cls: 0.7264, decode.d6.loss_mask: 0.7272, decode.d6.loss_dice: 1.0481, decode.d7.loss_cls: 0.7236, decode.d7.loss_mask: 0.7282, decode.d7.loss_dice: 1.0523, decode.d8.loss_cls: 0.7176, decode.d8.loss_mask: 0.7270, decode.d8.loss_dice: 1.0498, loss: 27.9220 2022-04-26 06:13:55,445 - mmseg - INFO - Iter [17950/160000] lr: 1.275e-06, eta: 1 day, 20:22:43, time: 1.112, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7531, decode.loss_mask: 0.6950, decode.loss_dice: 1.0251, decode.d0.loss_cls: 3.2233, decode.d0.loss_mask: 0.7169, decode.d0.loss_dice: 1.1972, decode.d1.loss_cls: 0.9326, decode.d1.loss_mask: 0.7176, decode.d1.loss_dice: 1.0993, decode.d2.loss_cls: 0.8168, decode.d2.loss_mask: 0.7047, decode.d2.loss_dice: 1.0543, decode.d3.loss_cls: 0.7844, decode.d3.loss_mask: 0.6930, decode.d3.loss_dice: 1.0288, decode.d4.loss_cls: 0.7653, decode.d4.loss_mask: 0.6960, decode.d4.loss_dice: 1.0314, decode.d5.loss_cls: 0.7576, decode.d5.loss_mask: 0.6923, decode.d5.loss_dice: 1.0216, decode.d6.loss_cls: 0.7514, decode.d6.loss_mask: 0.6992, decode.d6.loss_dice: 1.0167, decode.d7.loss_cls: 0.7519, decode.d7.loss_mask: 0.6968, decode.d7.loss_dice: 1.0264, decode.d8.loss_cls: 0.7502, decode.d8.loss_mask: 0.6975, decode.d8.loss_dice: 1.0255, loss: 27.8219 2022-04-26 06:14:51,030 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 06:14:51,033 - mmseg - INFO - Iter [18000/160000] lr: 1.274e-06, eta: 1 day, 20:21:42, time: 1.112, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7975, decode.loss_mask: 0.6973, decode.loss_dice: 1.0401, decode.d0.loss_cls: 3.2127, decode.d0.loss_mask: 0.7292, decode.d0.loss_dice: 1.2358, decode.d1.loss_cls: 0.9347, decode.d1.loss_mask: 0.7213, decode.d1.loss_dice: 1.1226, decode.d2.loss_cls: 0.8469, decode.d2.loss_mask: 0.7044, decode.d2.loss_dice: 1.0748, decode.d3.loss_cls: 0.8187, decode.d3.loss_mask: 0.6990, decode.d3.loss_dice: 1.0499, decode.d4.loss_cls: 0.8067, decode.d4.loss_mask: 0.7001, decode.d4.loss_dice: 1.0483, decode.d5.loss_cls: 0.7966, decode.d5.loss_mask: 0.6997, decode.d5.loss_dice: 1.0414, decode.d6.loss_cls: 0.7937, decode.d6.loss_mask: 0.6949, decode.d6.loss_dice: 1.0302, decode.d7.loss_cls: 0.7899, decode.d7.loss_mask: 0.6995, decode.d7.loss_dice: 1.0399, decode.d8.loss_cls: 0.7817, decode.d8.loss_mask: 0.6998, decode.d8.loss_dice: 1.0446, loss: 28.3521 2022-04-26 06:15:45,818 - mmseg - INFO - Iter [18050/160000] lr: 1.274e-06, eta: 1 day, 20:20:34, time: 1.096, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7770, decode.loss_mask: 0.7045, decode.loss_dice: 1.0628, decode.d0.loss_cls: 3.1907, decode.d0.loss_mask: 0.7375, decode.d0.loss_dice: 1.2582, decode.d1.loss_cls: 0.9120, decode.d1.loss_mask: 0.7220, decode.d1.loss_dice: 1.1433, decode.d2.loss_cls: 0.8316, decode.d2.loss_mask: 0.7139, decode.d2.loss_dice: 1.1061, decode.d3.loss_cls: 0.8068, decode.d3.loss_mask: 0.7039, decode.d3.loss_dice: 1.0795, decode.d4.loss_cls: 0.7997, decode.d4.loss_mask: 0.7043, decode.d4.loss_dice: 1.0729, decode.d5.loss_cls: 0.7878, decode.d5.loss_mask: 0.7058, decode.d5.loss_dice: 1.0687, decode.d6.loss_cls: 0.7729, decode.d6.loss_mask: 0.6999, decode.d6.loss_dice: 1.0590, decode.d7.loss_cls: 0.7780, decode.d7.loss_mask: 0.7022, decode.d7.loss_dice: 1.0674, decode.d8.loss_cls: 0.7775, decode.d8.loss_mask: 0.7058, decode.d8.loss_dice: 1.0652, loss: 28.5171 2022-04-26 06:16:41,614 - mmseg - INFO - Iter [18100/160000] lr: 1.273e-06, eta: 1 day, 20:19:35, time: 1.116, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7853, decode.loss_mask: 0.6975, decode.loss_dice: 1.0623, decode.d0.loss_cls: 3.1564, decode.d0.loss_mask: 0.7247, decode.d0.loss_dice: 1.2463, decode.d1.loss_cls: 0.9326, decode.d1.loss_mask: 0.7205, decode.d1.loss_dice: 1.1447, decode.d2.loss_cls: 0.8387, decode.d2.loss_mask: 0.7076, decode.d2.loss_dice: 1.0983, decode.d3.loss_cls: 0.8035, decode.d3.loss_mask: 0.6983, decode.d3.loss_dice: 1.0688, decode.d4.loss_cls: 0.7917, decode.d4.loss_mask: 0.7052, decode.d4.loss_dice: 1.0708, decode.d5.loss_cls: 0.7817, decode.d5.loss_mask: 0.7035, decode.d5.loss_dice: 1.0717, decode.d6.loss_cls: 0.7772, decode.d6.loss_mask: 0.6960, decode.d6.loss_dice: 1.0653, decode.d7.loss_cls: 0.7785, decode.d7.loss_mask: 0.6939, decode.d7.loss_dice: 1.0637, decode.d8.loss_cls: 0.7848, decode.d8.loss_mask: 0.6976, decode.d8.loss_dice: 1.0665, loss: 28.4336 2022-04-26 06:17:36,630 - mmseg - INFO - Iter [18150/160000] lr: 1.273e-06, eta: 1 day, 20:18:29, time: 1.100, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7614, decode.loss_mask: 0.7166, decode.loss_dice: 1.0670, decode.d0.loss_cls: 3.1191, decode.d0.loss_mask: 0.7415, decode.d0.loss_dice: 1.2356, decode.d1.loss_cls: 0.9146, decode.d1.loss_mask: 0.7377, decode.d1.loss_dice: 1.1394, decode.d2.loss_cls: 0.8153, decode.d2.loss_mask: 0.7259, decode.d2.loss_dice: 1.0967, decode.d3.loss_cls: 0.7745, decode.d3.loss_mask: 0.7199, decode.d3.loss_dice: 1.0727, decode.d4.loss_cls: 0.7724, decode.d4.loss_mask: 0.7175, decode.d4.loss_dice: 1.0668, decode.d5.loss_cls: 0.7693, decode.d5.loss_mask: 0.7185, decode.d5.loss_dice: 1.0656, decode.d6.loss_cls: 0.7628, decode.d6.loss_mask: 0.7165, decode.d6.loss_dice: 1.0549, decode.d7.loss_cls: 0.7642, decode.d7.loss_mask: 0.7208, decode.d7.loss_dice: 1.0637, decode.d8.loss_cls: 0.7609, decode.d8.loss_mask: 0.7208, decode.d8.loss_dice: 1.0723, loss: 28.3847 2022-04-26 06:18:32,699 - mmseg - INFO - Iter [18200/160000] lr: 1.272e-06, eta: 1 day, 20:17:32, time: 1.121, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7614, decode.loss_mask: 0.7144, decode.loss_dice: 1.0560, decode.d0.loss_cls: 3.1323, decode.d0.loss_mask: 0.7449, decode.d0.loss_dice: 1.2256, decode.d1.loss_cls: 0.8802, decode.d1.loss_mask: 0.7380, decode.d1.loss_dice: 1.1195, decode.d2.loss_cls: 0.8047, decode.d2.loss_mask: 0.7235, decode.d2.loss_dice: 1.0846, decode.d3.loss_cls: 0.7753, decode.d3.loss_mask: 0.7146, decode.d3.loss_dice: 1.0598, decode.d4.loss_cls: 0.7656, decode.d4.loss_mask: 0.7159, decode.d4.loss_dice: 1.0594, decode.d5.loss_cls: 0.7610, decode.d5.loss_mask: 0.7190, decode.d5.loss_dice: 1.0641, decode.d6.loss_cls: 0.7528, decode.d6.loss_mask: 0.7135, decode.d6.loss_dice: 1.0539, decode.d7.loss_cls: 0.7485, decode.d7.loss_mask: 0.7165, decode.d7.loss_dice: 1.0549, decode.d8.loss_cls: 0.7555, decode.d8.loss_mask: 0.7172, decode.d8.loss_dice: 1.0582, loss: 28.1910 2022-04-26 06:19:28,162 - mmseg - INFO - Iter [18250/160000] lr: 1.272e-06, eta: 1 day, 20:16:29, time: 1.109, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7411, decode.loss_mask: 0.7198, decode.loss_dice: 1.0541, decode.d0.loss_cls: 3.0466, decode.d0.loss_mask: 0.7561, decode.d0.loss_dice: 1.2240, decode.d1.loss_cls: 0.8734, decode.d1.loss_mask: 0.7427, decode.d1.loss_dice: 1.1226, decode.d2.loss_cls: 0.7755, decode.d2.loss_mask: 0.7285, decode.d2.loss_dice: 1.0775, decode.d3.loss_cls: 0.7644, decode.d3.loss_mask: 0.7199, decode.d3.loss_dice: 1.0481, decode.d4.loss_cls: 0.7516, decode.d4.loss_mask: 0.7174, decode.d4.loss_dice: 1.0552, decode.d5.loss_cls: 0.7416, decode.d5.loss_mask: 0.7156, decode.d5.loss_dice: 1.0548, decode.d6.loss_cls: 0.7358, decode.d6.loss_mask: 0.7149, decode.d6.loss_dice: 1.0497, decode.d7.loss_cls: 0.7299, decode.d7.loss_mask: 0.7185, decode.d7.loss_dice: 1.0521, decode.d8.loss_cls: 0.7345, decode.d8.loss_mask: 0.7176, decode.d8.loss_dice: 1.0529, loss: 27.9364 2022-04-26 06:20:23,438 - mmseg - INFO - Iter [18300/160000] lr: 1.272e-06, eta: 1 day, 20:15:26, time: 1.106, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7381, decode.loss_mask: 0.7315, decode.loss_dice: 1.0768, decode.d0.loss_cls: 3.0982, decode.d0.loss_mask: 0.7642, decode.d0.loss_dice: 1.2364, decode.d1.loss_cls: 0.8817, decode.d1.loss_mask: 0.7582, decode.d1.loss_dice: 1.1374, decode.d2.loss_cls: 0.7986, decode.d2.loss_mask: 0.7362, decode.d2.loss_dice: 1.0970, decode.d3.loss_cls: 0.7703, decode.d3.loss_mask: 0.7335, decode.d3.loss_dice: 1.0822, decode.d4.loss_cls: 0.7543, decode.d4.loss_mask: 0.7260, decode.d4.loss_dice: 1.0810, decode.d5.loss_cls: 0.7439, decode.d5.loss_mask: 0.7300, decode.d5.loss_dice: 1.0811, decode.d6.loss_cls: 0.7365, decode.d6.loss_mask: 0.7286, decode.d6.loss_dice: 1.0711, decode.d7.loss_cls: 0.7451, decode.d7.loss_mask: 0.7246, decode.d7.loss_dice: 1.0724, decode.d8.loss_cls: 0.7411, decode.d8.loss_mask: 0.7285, decode.d8.loss_dice: 1.0779, loss: 28.3825 2022-04-26 06:21:17,729 - mmseg - INFO - Iter [18350/160000] lr: 1.271e-06, eta: 1 day, 20:14:14, time: 1.083, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7612, decode.loss_mask: 0.6876, decode.loss_dice: 1.0292, decode.d0.loss_cls: 3.1553, decode.d0.loss_mask: 0.7213, decode.d0.loss_dice: 1.2147, decode.d1.loss_cls: 0.9120, decode.d1.loss_mask: 0.7108, decode.d1.loss_dice: 1.1122, decode.d2.loss_cls: 0.8153, decode.d2.loss_mask: 0.7004, decode.d2.loss_dice: 1.0607, decode.d3.loss_cls: 0.7759, decode.d3.loss_mask: 0.6926, decode.d3.loss_dice: 1.0386, decode.d4.loss_cls: 0.7716, decode.d4.loss_mask: 0.6895, decode.d4.loss_dice: 1.0386, decode.d5.loss_cls: 0.7605, decode.d5.loss_mask: 0.6906, decode.d5.loss_dice: 1.0318, decode.d6.loss_cls: 0.7594, decode.d6.loss_mask: 0.6906, decode.d6.loss_dice: 1.0207, decode.d7.loss_cls: 0.7586, decode.d7.loss_mask: 0.6910, decode.d7.loss_dice: 1.0261, decode.d8.loss_cls: 0.7637, decode.d8.loss_mask: 0.6900, decode.d8.loss_dice: 1.0341, loss: 27.8046 2022-04-26 06:22:13,734 - mmseg - INFO - Iter [18400/160000] lr: 1.271e-06, eta: 1 day, 20:13:17, time: 1.122, data_time: 0.019, memory: 64049, decode.loss_cls: 0.7820, decode.loss_mask: 0.7008, decode.loss_dice: 1.0539, decode.d0.loss_cls: 3.1657, decode.d0.loss_mask: 0.7218, decode.d0.loss_dice: 1.2241, decode.d1.loss_cls: 0.9214, decode.d1.loss_mask: 0.7130, decode.d1.loss_dice: 1.1189, decode.d2.loss_cls: 0.8349, decode.d2.loss_mask: 0.7103, decode.d2.loss_dice: 1.0757, decode.d3.loss_cls: 0.7907, decode.d3.loss_mask: 0.7076, decode.d3.loss_dice: 1.0537, decode.d4.loss_cls: 0.7947, decode.d4.loss_mask: 0.7041, decode.d4.loss_dice: 1.0575, decode.d5.loss_cls: 0.7838, decode.d5.loss_mask: 0.7041, decode.d5.loss_dice: 1.0586, decode.d6.loss_cls: 0.7700, decode.d6.loss_mask: 0.7038, decode.d6.loss_dice: 1.0486, decode.d7.loss_cls: 0.7902, decode.d7.loss_mask: 0.7002, decode.d7.loss_dice: 1.0526, decode.d8.loss_cls: 0.7789, decode.d8.loss_mask: 0.7041, decode.d8.loss_dice: 1.0493, loss: 28.2751 2022-04-26 06:23:09,041 - mmseg - INFO - Iter [18450/160000] lr: 1.270e-06, eta: 1 day, 20:12:14, time: 1.106, data_time: 0.016, memory: 64049, decode.loss_cls: 0.8059, decode.loss_mask: 0.7002, decode.loss_dice: 1.0769, decode.d0.loss_cls: 3.1540, decode.d0.loss_mask: 0.7368, decode.d0.loss_dice: 1.2585, decode.d1.loss_cls: 0.9581, decode.d1.loss_mask: 0.7266, decode.d1.loss_dice: 1.1483, decode.d2.loss_cls: 0.8595, decode.d2.loss_mask: 0.7060, decode.d2.loss_dice: 1.1032, decode.d3.loss_cls: 0.8171, decode.d3.loss_mask: 0.6994, decode.d3.loss_dice: 1.0827, decode.d4.loss_cls: 0.8107, decode.d4.loss_mask: 0.6969, decode.d4.loss_dice: 1.0822, decode.d5.loss_cls: 0.8061, decode.d5.loss_mask: 0.6998, decode.d5.loss_dice: 1.0782, decode.d6.loss_cls: 0.8006, decode.d6.loss_mask: 0.6992, decode.d6.loss_dice: 1.0697, decode.d7.loss_cls: 0.7931, decode.d7.loss_mask: 0.6996, decode.d7.loss_dice: 1.0767, decode.d8.loss_cls: 0.7979, decode.d8.loss_mask: 0.6992, decode.d8.loss_dice: 1.0746, loss: 28.7177 2022-04-26 06:24:04,332 - mmseg - INFO - Iter [18500/160000] lr: 1.270e-06, eta: 1 day, 20:11:11, time: 1.106, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7684, decode.loss_mask: 0.7164, decode.loss_dice: 1.0563, decode.d0.loss_cls: 3.1313, decode.d0.loss_mask: 0.7469, decode.d0.loss_dice: 1.2387, decode.d1.loss_cls: 0.9154, decode.d1.loss_mask: 0.7345, decode.d1.loss_dice: 1.1225, decode.d2.loss_cls: 0.8112, decode.d2.loss_mask: 0.7264, decode.d2.loss_dice: 1.0840, decode.d3.loss_cls: 0.7810, decode.d3.loss_mask: 0.7165, decode.d3.loss_dice: 1.0645, decode.d4.loss_cls: 0.7722, decode.d4.loss_mask: 0.7211, decode.d4.loss_dice: 1.0644, decode.d5.loss_cls: 0.7675, decode.d5.loss_mask: 0.7231, decode.d5.loss_dice: 1.0558, decode.d6.loss_cls: 0.7734, decode.d6.loss_mask: 0.7164, decode.d6.loss_dice: 1.0493, decode.d7.loss_cls: 0.7616, decode.d7.loss_mask: 0.7175, decode.d7.loss_dice: 1.0518, decode.d8.loss_cls: 0.7622, decode.d8.loss_mask: 0.7189, decode.d8.loss_dice: 1.0603, loss: 28.3296 2022-04-26 06:25:00,368 - mmseg - INFO - Iter [18550/160000] lr: 1.269e-06, eta: 1 day, 20:10:13, time: 1.121, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7498, decode.loss_mask: 0.6868, decode.loss_dice: 1.0162, decode.d0.loss_cls: 3.1802, decode.d0.loss_mask: 0.7095, decode.d0.loss_dice: 1.2039, decode.d1.loss_cls: 0.8902, decode.d1.loss_mask: 0.7046, decode.d1.loss_dice: 1.0910, decode.d2.loss_cls: 0.8150, decode.d2.loss_mask: 0.6903, decode.d2.loss_dice: 1.0514, decode.d3.loss_cls: 0.7794, decode.d3.loss_mask: 0.6752, decode.d3.loss_dice: 1.0190, decode.d4.loss_cls: 0.7744, decode.d4.loss_mask: 0.6813, decode.d4.loss_dice: 1.0204, decode.d5.loss_cls: 0.7622, decode.d5.loss_mask: 0.6794, decode.d5.loss_dice: 1.0226, decode.d6.loss_cls: 0.7543, decode.d6.loss_mask: 0.6887, decode.d6.loss_dice: 1.0124, decode.d7.loss_cls: 0.7510, decode.d7.loss_mask: 0.6841, decode.d7.loss_dice: 1.0163, decode.d8.loss_cls: 0.7453, decode.d8.loss_mask: 0.6865, decode.d8.loss_dice: 1.0168, loss: 27.5581 2022-04-26 06:25:55,808 - mmseg - INFO - Iter [18600/160000] lr: 1.269e-06, eta: 1 day, 20:09:11, time: 1.109, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7994, decode.loss_mask: 0.7113, decode.loss_dice: 1.0667, decode.d0.loss_cls: 3.1767, decode.d0.loss_mask: 0.7317, decode.d0.loss_dice: 1.2474, decode.d1.loss_cls: 0.9200, decode.d1.loss_mask: 0.7307, decode.d1.loss_dice: 1.1487, decode.d2.loss_cls: 0.8487, decode.d2.loss_mask: 0.7157, decode.d2.loss_dice: 1.1010, decode.d3.loss_cls: 0.8201, decode.d3.loss_mask: 0.7109, decode.d3.loss_dice: 1.0777, decode.d4.loss_cls: 0.8076, decode.d4.loss_mask: 0.7097, decode.d4.loss_dice: 1.0741, decode.d5.loss_cls: 0.8037, decode.d5.loss_mask: 0.7083, decode.d5.loss_dice: 1.0706, decode.d6.loss_cls: 0.7931, decode.d6.loss_mask: 0.7075, decode.d6.loss_dice: 1.0651, decode.d7.loss_cls: 0.7912, decode.d7.loss_mask: 0.7093, decode.d7.loss_dice: 1.0689, decode.d8.loss_cls: 0.7999, decode.d8.loss_mask: 0.7080, decode.d8.loss_dice: 1.0676, loss: 28.6912 2022-04-26 06:26:51,073 - mmseg - INFO - Iter [18650/160000] lr: 1.268e-06, eta: 1 day, 20:08:08, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7830, decode.loss_mask: 0.7084, decode.loss_dice: 1.0775, decode.d0.loss_cls: 3.1448, decode.d0.loss_mask: 0.7431, decode.d0.loss_dice: 1.2657, decode.d1.loss_cls: 0.9341, decode.d1.loss_mask: 0.7282, decode.d1.loss_dice: 1.1537, decode.d2.loss_cls: 0.8375, decode.d2.loss_mask: 0.7178, decode.d2.loss_dice: 1.1186, decode.d3.loss_cls: 0.8101, decode.d3.loss_mask: 0.7060, decode.d3.loss_dice: 1.0932, decode.d4.loss_cls: 0.8003, decode.d4.loss_mask: 0.7090, decode.d4.loss_dice: 1.0858, decode.d5.loss_cls: 0.7921, decode.d5.loss_mask: 0.7098, decode.d5.loss_dice: 1.0790, decode.d6.loss_cls: 0.7854, decode.d6.loss_mask: 0.7051, decode.d6.loss_dice: 1.0782, decode.d7.loss_cls: 0.7753, decode.d7.loss_mask: 0.7091, decode.d7.loss_dice: 1.0798, decode.d8.loss_cls: 0.7852, decode.d8.loss_mask: 0.7117, decode.d8.loss_dice: 1.0750, loss: 28.7024 2022-04-26 06:27:46,291 - mmseg - INFO - Iter [18700/160000] lr: 1.268e-06, eta: 1 day, 20:07:04, time: 1.104, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7669, decode.loss_mask: 0.7178, decode.loss_dice: 1.0876, decode.d0.loss_cls: 3.1424, decode.d0.loss_mask: 0.7469, decode.d0.loss_dice: 1.2561, decode.d1.loss_cls: 0.9104, decode.d1.loss_mask: 0.7410, decode.d1.loss_dice: 1.1640, decode.d2.loss_cls: 0.8266, decode.d2.loss_mask: 0.7264, decode.d2.loss_dice: 1.1244, decode.d3.loss_cls: 0.7989, decode.d3.loss_mask: 0.7165, decode.d3.loss_dice: 1.0983, decode.d4.loss_cls: 0.7817, decode.d4.loss_mask: 0.7171, decode.d4.loss_dice: 1.1009, decode.d5.loss_cls: 0.7769, decode.d5.loss_mask: 0.7166, decode.d5.loss_dice: 1.0989, decode.d6.loss_cls: 0.7629, decode.d6.loss_mask: 0.7162, decode.d6.loss_dice: 1.0886, decode.d7.loss_cls: 0.7598, decode.d7.loss_mask: 0.7171, decode.d7.loss_dice: 1.0905, decode.d8.loss_cls: 0.7632, decode.d8.loss_mask: 0.7170, decode.d8.loss_dice: 1.0908, loss: 28.7226 2022-04-26 06:28:41,055 - mmseg - INFO - Iter [18750/160000] lr: 1.268e-06, eta: 1 day, 20:05:57, time: 1.095, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7404, decode.loss_mask: 0.7197, decode.loss_dice: 1.0647, decode.d0.loss_cls: 3.0338, decode.d0.loss_mask: 0.7385, decode.d0.loss_dice: 1.2263, decode.d1.loss_cls: 0.8745, decode.d1.loss_mask: 0.7376, decode.d1.loss_dice: 1.1382, decode.d2.loss_cls: 0.7996, decode.d2.loss_mask: 0.7179, decode.d2.loss_dice: 1.0873, decode.d3.loss_cls: 0.7732, decode.d3.loss_mask: 0.7141, decode.d3.loss_dice: 1.0677, decode.d4.loss_cls: 0.7599, decode.d4.loss_mask: 0.7189, decode.d4.loss_dice: 1.0709, decode.d5.loss_cls: 0.7453, decode.d5.loss_mask: 0.7180, decode.d5.loss_dice: 1.0731, decode.d6.loss_cls: 0.7442, decode.d6.loss_mask: 0.7183, decode.d6.loss_dice: 1.0659, decode.d7.loss_cls: 0.7408, decode.d7.loss_mask: 0.7190, decode.d7.loss_dice: 1.0693, decode.d8.loss_cls: 0.7348, decode.d8.loss_mask: 0.7186, decode.d8.loss_dice: 1.0706, loss: 28.1011 2022-04-26 06:29:35,470 - mmseg - INFO - Iter [18800/160000] lr: 1.267e-06, eta: 1 day, 20:04:47, time: 1.088, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7699, decode.loss_mask: 0.7114, decode.loss_dice: 1.0662, decode.d0.loss_cls: 3.1065, decode.d0.loss_mask: 0.7400, decode.d0.loss_dice: 1.2330, decode.d1.loss_cls: 0.9162, decode.d1.loss_mask: 0.7284, decode.d1.loss_dice: 1.1291, decode.d2.loss_cls: 0.8236, decode.d2.loss_mask: 0.7119, decode.d2.loss_dice: 1.0902, decode.d3.loss_cls: 0.7961, decode.d3.loss_mask: 0.7071, decode.d3.loss_dice: 1.0647, decode.d4.loss_cls: 0.7814, decode.d4.loss_mask: 0.7101, decode.d4.loss_dice: 1.0672, decode.d5.loss_cls: 0.7805, decode.d5.loss_mask: 0.7102, decode.d5.loss_dice: 1.0692, decode.d6.loss_cls: 0.7764, decode.d6.loss_mask: 0.7050, decode.d6.loss_dice: 1.0620, decode.d7.loss_cls: 0.7695, decode.d7.loss_mask: 0.7049, decode.d7.loss_dice: 1.0661, decode.d8.loss_cls: 0.7703, decode.d8.loss_mask: 0.7059, decode.d8.loss_dice: 1.0652, loss: 28.3385 2022-04-26 06:30:30,148 - mmseg - INFO - Iter [18850/160000] lr: 1.267e-06, eta: 1 day, 20:03:40, time: 1.094, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7805, decode.loss_mask: 0.7056, decode.loss_dice: 1.0733, decode.d0.loss_cls: 3.1631, decode.d0.loss_mask: 0.7363, decode.d0.loss_dice: 1.2570, decode.d1.loss_cls: 0.9269, decode.d1.loss_mask: 0.7304, decode.d1.loss_dice: 1.1408, decode.d2.loss_cls: 0.8201, decode.d2.loss_mask: 0.7160, decode.d2.loss_dice: 1.0965, decode.d3.loss_cls: 0.7858, decode.d3.loss_mask: 0.7101, decode.d3.loss_dice: 1.0754, decode.d4.loss_cls: 0.7942, decode.d4.loss_mask: 0.7042, decode.d4.loss_dice: 1.0769, decode.d5.loss_cls: 0.7844, decode.d5.loss_mask: 0.7057, decode.d5.loss_dice: 1.0723, decode.d6.loss_cls: 0.7786, decode.d6.loss_mask: 0.7029, decode.d6.loss_dice: 1.0633, decode.d7.loss_cls: 0.7727, decode.d7.loss_mask: 0.7029, decode.d7.loss_dice: 1.0648, decode.d8.loss_cls: 0.7777, decode.d8.loss_mask: 0.7043, decode.d8.loss_dice: 1.0703, loss: 28.4932 2022-04-26 06:31:24,563 - mmseg - INFO - Iter [18900/160000] lr: 1.266e-06, eta: 1 day, 20:02:30, time: 1.088, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7371, decode.loss_mask: 0.7035, decode.loss_dice: 1.0759, decode.d0.loss_cls: 3.1463, decode.d0.loss_mask: 0.7322, decode.d0.loss_dice: 1.2288, decode.d1.loss_cls: 0.8976, decode.d1.loss_mask: 0.7214, decode.d1.loss_dice: 1.1358, decode.d2.loss_cls: 0.8032, decode.d2.loss_mask: 0.7031, decode.d2.loss_dice: 1.0880, decode.d3.loss_cls: 0.7688, decode.d3.loss_mask: 0.6995, decode.d3.loss_dice: 1.0677, decode.d4.loss_cls: 0.7590, decode.d4.loss_mask: 0.7001, decode.d4.loss_dice: 1.0723, decode.d5.loss_cls: 0.7403, decode.d5.loss_mask: 0.7027, decode.d5.loss_dice: 1.0704, decode.d6.loss_cls: 0.7460, decode.d6.loss_mask: 0.6987, decode.d6.loss_dice: 1.0674, decode.d7.loss_cls: 0.7470, decode.d7.loss_mask: 0.7008, decode.d7.loss_dice: 1.0651, decode.d8.loss_cls: 0.7357, decode.d8.loss_mask: 0.7046, decode.d8.loss_dice: 1.0711, loss: 28.0900 2022-04-26 06:32:22,154 - mmseg - INFO - Iter [18950/160000] lr: 1.266e-06, eta: 1 day, 20:01:45, time: 1.152, data_time: 0.064, memory: 64049, decode.loss_cls: 0.7571, decode.loss_mask: 0.6861, decode.loss_dice: 1.0342, decode.d0.loss_cls: 3.1230, decode.d0.loss_mask: 0.7226, decode.d0.loss_dice: 1.2405, decode.d1.loss_cls: 0.9065, decode.d1.loss_mask: 0.7177, decode.d1.loss_dice: 1.1312, decode.d2.loss_cls: 0.8131, decode.d2.loss_mask: 0.6984, decode.d2.loss_dice: 1.0756, decode.d3.loss_cls: 0.7907, decode.d3.loss_mask: 0.6894, decode.d3.loss_dice: 1.0503, decode.d4.loss_cls: 0.7770, decode.d4.loss_mask: 0.6907, decode.d4.loss_dice: 1.0445, decode.d5.loss_cls: 0.7693, decode.d5.loss_mask: 0.6911, decode.d5.loss_dice: 1.0520, decode.d6.loss_cls: 0.7560, decode.d6.loss_mask: 0.6891, decode.d6.loss_dice: 1.0350, decode.d7.loss_cls: 0.7586, decode.d7.loss_mask: 0.6856, decode.d7.loss_dice: 1.0378, decode.d8.loss_cls: 0.7607, decode.d8.loss_mask: 0.6865, decode.d8.loss_dice: 1.0378, loss: 27.9083 2022-04-26 06:33:17,183 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 06:33:17,189 - mmseg - INFO - Iter [19000/160000] lr: 1.265e-06, eta: 1 day, 20:00:40, time: 1.101, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7064, decode.loss_mask: 0.6937, decode.loss_dice: 1.0376, decode.d0.loss_cls: 3.0780, decode.d0.loss_mask: 0.7189, decode.d0.loss_dice: 1.2202, decode.d1.loss_cls: 0.8671, decode.d1.loss_mask: 0.7122, decode.d1.loss_dice: 1.1249, decode.d2.loss_cls: 0.7689, decode.d2.loss_mask: 0.6953, decode.d2.loss_dice: 1.0736, decode.d3.loss_cls: 0.7296, decode.d3.loss_mask: 0.6894, decode.d3.loss_dice: 1.0502, decode.d4.loss_cls: 0.7289, decode.d4.loss_mask: 0.6847, decode.d4.loss_dice: 1.0526, decode.d5.loss_cls: 0.7168, decode.d5.loss_mask: 0.6918, decode.d5.loss_dice: 1.0530, decode.d6.loss_cls: 0.7087, decode.d6.loss_mask: 0.6897, decode.d6.loss_dice: 1.0439, decode.d7.loss_cls: 0.7135, decode.d7.loss_mask: 0.6888, decode.d7.loss_dice: 1.0429, decode.d8.loss_cls: 0.6993, decode.d8.loss_mask: 0.6898, decode.d8.loss_dice: 1.0424, loss: 27.4130 2022-04-26 06:34:11,565 - mmseg - INFO - Iter [19050/160000] lr: 1.265e-06, eta: 1 day, 19:59:30, time: 1.088, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7161, decode.loss_mask: 0.7000, decode.loss_dice: 1.0323, decode.d0.loss_cls: 3.1233, decode.d0.loss_mask: 0.7277, decode.d0.loss_dice: 1.2081, decode.d1.loss_cls: 0.8875, decode.d1.loss_mask: 0.7139, decode.d1.loss_dice: 1.1055, decode.d2.loss_cls: 0.7766, decode.d2.loss_mask: 0.7106, decode.d2.loss_dice: 1.0647, decode.d3.loss_cls: 0.7401, decode.d3.loss_mask: 0.7052, decode.d3.loss_dice: 1.0364, decode.d4.loss_cls: 0.7312, decode.d4.loss_mask: 0.7023, decode.d4.loss_dice: 1.0396, decode.d5.loss_cls: 0.7170, decode.d5.loss_mask: 0.6984, decode.d5.loss_dice: 1.0372, decode.d6.loss_cls: 0.7072, decode.d6.loss_mask: 0.7006, decode.d6.loss_dice: 1.0299, decode.d7.loss_cls: 0.7160, decode.d7.loss_mask: 0.7000, decode.d7.loss_dice: 1.0347, decode.d8.loss_cls: 0.7141, decode.d8.loss_mask: 0.6984, decode.d8.loss_dice: 1.0378, loss: 27.5127 2022-04-26 06:35:06,709 - mmseg - INFO - Iter [19100/160000] lr: 1.264e-06, eta: 1 day, 19:58:27, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7445, decode.loss_mask: 0.6774, decode.loss_dice: 1.0158, decode.d0.loss_cls: 3.0772, decode.d0.loss_mask: 0.7035, decode.d0.loss_dice: 1.1857, decode.d1.loss_cls: 0.8745, decode.d1.loss_mask: 0.6958, decode.d1.loss_dice: 1.0902, decode.d2.loss_cls: 0.7902, decode.d2.loss_mask: 0.6792, decode.d2.loss_dice: 1.0446, decode.d3.loss_cls: 0.7605, decode.d3.loss_mask: 0.6793, decode.d3.loss_dice: 1.0203, decode.d4.loss_cls: 0.7509, decode.d4.loss_mask: 0.6775, decode.d4.loss_dice: 1.0244, decode.d5.loss_cls: 0.7425, decode.d5.loss_mask: 0.6722, decode.d5.loss_dice: 1.0139, decode.d6.loss_cls: 0.7371, decode.d6.loss_mask: 0.6704, decode.d6.loss_dice: 1.0105, decode.d7.loss_cls: 0.7424, decode.d7.loss_mask: 0.6738, decode.d7.loss_dice: 1.0180, decode.d8.loss_cls: 0.7388, decode.d8.loss_mask: 0.6756, decode.d8.loss_dice: 1.0126, loss: 27.1995 2022-04-26 06:36:00,743 - mmseg - INFO - Iter [19150/160000] lr: 1.264e-06, eta: 1 day, 19:57:15, time: 1.081, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7388, decode.loss_mask: 0.6879, decode.loss_dice: 1.0396, decode.d0.loss_cls: 3.0930, decode.d0.loss_mask: 0.7263, decode.d0.loss_dice: 1.2283, decode.d1.loss_cls: 0.9002, decode.d1.loss_mask: 0.7115, decode.d1.loss_dice: 1.1293, decode.d2.loss_cls: 0.8055, decode.d2.loss_mask: 0.6962, decode.d2.loss_dice: 1.0739, decode.d3.loss_cls: 0.7687, decode.d3.loss_mask: 0.6830, decode.d3.loss_dice: 1.0475, decode.d4.loss_cls: 0.7611, decode.d4.loss_mask: 0.6857, decode.d4.loss_dice: 1.0493, decode.d5.loss_cls: 0.7503, decode.d5.loss_mask: 0.6875, decode.d5.loss_dice: 1.0458, decode.d6.loss_cls: 0.7419, decode.d6.loss_mask: 0.6836, decode.d6.loss_dice: 1.0421, decode.d7.loss_cls: 0.7415, decode.d7.loss_mask: 0.6847, decode.d7.loss_dice: 1.0362, decode.d8.loss_cls: 0.7370, decode.d8.loss_mask: 0.6878, decode.d8.loss_dice: 1.0429, loss: 27.7071 2022-04-26 06:36:55,962 - mmseg - INFO - Iter [19200/160000] lr: 1.264e-06, eta: 1 day, 19:56:11, time: 1.104, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7333, decode.loss_mask: 0.7033, decode.loss_dice: 1.0432, decode.d0.loss_cls: 3.1161, decode.d0.loss_mask: 0.7456, decode.d0.loss_dice: 1.2424, decode.d1.loss_cls: 0.8827, decode.d1.loss_mask: 0.7260, decode.d1.loss_dice: 1.1318, decode.d2.loss_cls: 0.8041, decode.d2.loss_mask: 0.7079, decode.d2.loss_dice: 1.0848, decode.d3.loss_cls: 0.7599, decode.d3.loss_mask: 0.7010, decode.d3.loss_dice: 1.0503, decode.d4.loss_cls: 0.7482, decode.d4.loss_mask: 0.7019, decode.d4.loss_dice: 1.0566, decode.d5.loss_cls: 0.7311, decode.d5.loss_mask: 0.7022, decode.d5.loss_dice: 1.0541, decode.d6.loss_cls: 0.7292, decode.d6.loss_mask: 0.7042, decode.d6.loss_dice: 1.0456, decode.d7.loss_cls: 0.7237, decode.d7.loss_mask: 0.7044, decode.d7.loss_dice: 1.0519, decode.d8.loss_cls: 0.7312, decode.d8.loss_mask: 0.7032, decode.d8.loss_dice: 1.0430, loss: 27.8626 2022-04-26 06:37:50,835 - mmseg - INFO - Iter [19250/160000] lr: 1.263e-06, eta: 1 day, 19:55:06, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7515, decode.loss_mask: 0.7086, decode.loss_dice: 1.0631, decode.d0.loss_cls: 3.1040, decode.d0.loss_mask: 0.7452, decode.d0.loss_dice: 1.2303, decode.d1.loss_cls: 0.8933, decode.d1.loss_mask: 0.7360, decode.d1.loss_dice: 1.1385, decode.d2.loss_cls: 0.8048, decode.d2.loss_mask: 0.7169, decode.d2.loss_dice: 1.0925, decode.d3.loss_cls: 0.7755, decode.d3.loss_mask: 0.7115, decode.d3.loss_dice: 1.0680, decode.d4.loss_cls: 0.7664, decode.d4.loss_mask: 0.7113, decode.d4.loss_dice: 1.0748, decode.d5.loss_cls: 0.7641, decode.d5.loss_mask: 0.7075, decode.d5.loss_dice: 1.0662, decode.d6.loss_cls: 0.7591, decode.d6.loss_mask: 0.7072, decode.d6.loss_dice: 1.0595, decode.d7.loss_cls: 0.7561, decode.d7.loss_mask: 0.7059, decode.d7.loss_dice: 1.0640, decode.d8.loss_cls: 0.7629, decode.d8.loss_mask: 0.7068, decode.d8.loss_dice: 1.0648, loss: 28.2163 2022-04-26 06:38:45,096 - mmseg - INFO - Iter [19300/160000] lr: 1.263e-06, eta: 1 day, 19:53:56, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7692, decode.loss_mask: 0.7373, decode.loss_dice: 1.0370, decode.d0.loss_cls: 3.0404, decode.d0.loss_mask: 0.7678, decode.d0.loss_dice: 1.2147, decode.d1.loss_cls: 0.9085, decode.d1.loss_mask: 0.7587, decode.d1.loss_dice: 1.1044, decode.d2.loss_cls: 0.8253, decode.d2.loss_mask: 0.7446, decode.d2.loss_dice: 1.0576, decode.d3.loss_cls: 0.7939, decode.d3.loss_mask: 0.7392, decode.d3.loss_dice: 1.0475, decode.d4.loss_cls: 0.7775, decode.d4.loss_mask: 0.7434, decode.d4.loss_dice: 1.0512, decode.d5.loss_cls: 0.7703, decode.d5.loss_mask: 0.7376, decode.d5.loss_dice: 1.0440, decode.d6.loss_cls: 0.7708, decode.d6.loss_mask: 0.7387, decode.d6.loss_dice: 1.0350, decode.d7.loss_cls: 0.7761, decode.d7.loss_mask: 0.7381, decode.d7.loss_dice: 1.0328, decode.d8.loss_cls: 0.7717, decode.d8.loss_mask: 0.7436, decode.d8.loss_dice: 1.0361, loss: 28.3130 2022-04-26 06:39:39,701 - mmseg - INFO - Iter [19350/160000] lr: 1.262e-06, eta: 1 day, 19:52:48, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7512, decode.loss_mask: 0.6993, decode.loss_dice: 1.0393, decode.d0.loss_cls: 3.0599, decode.d0.loss_mask: 0.7348, decode.d0.loss_dice: 1.2283, decode.d1.loss_cls: 0.8882, decode.d1.loss_mask: 0.7284, decode.d1.loss_dice: 1.1140, decode.d2.loss_cls: 0.7962, decode.d2.loss_mask: 0.7099, decode.d2.loss_dice: 1.0754, decode.d3.loss_cls: 0.7769, decode.d3.loss_mask: 0.6970, decode.d3.loss_dice: 1.0552, decode.d4.loss_cls: 0.7678, decode.d4.loss_mask: 0.6960, decode.d4.loss_dice: 1.0508, decode.d5.loss_cls: 0.7652, decode.d5.loss_mask: 0.6964, decode.d5.loss_dice: 1.0419, decode.d6.loss_cls: 0.7456, decode.d6.loss_mask: 0.7012, decode.d6.loss_dice: 1.0377, decode.d7.loss_cls: 0.7505, decode.d7.loss_mask: 0.6984, decode.d7.loss_dice: 1.0354, decode.d8.loss_cls: 0.7545, decode.d8.loss_mask: 0.6997, decode.d8.loss_dice: 1.0330, loss: 27.8282 2022-04-26 06:40:32,701 - mmseg - INFO - Iter [19400/160000] lr: 1.262e-06, eta: 1 day, 19:51:29, time: 1.060, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7323, decode.loss_mask: 0.6699, decode.loss_dice: 1.0597, decode.d0.loss_cls: 3.0441, decode.d0.loss_mask: 0.7043, decode.d0.loss_dice: 1.2270, decode.d1.loss_cls: 0.8670, decode.d1.loss_mask: 0.6978, decode.d1.loss_dice: 1.1278, decode.d2.loss_cls: 0.7816, decode.d2.loss_mask: 0.6782, decode.d2.loss_dice: 1.0747, decode.d3.loss_cls: 0.7531, decode.d3.loss_mask: 0.6704, decode.d3.loss_dice: 1.0570, decode.d4.loss_cls: 0.7528, decode.d4.loss_mask: 0.6692, decode.d4.loss_dice: 1.0620, decode.d5.loss_cls: 0.7371, decode.d5.loss_mask: 0.6709, decode.d5.loss_dice: 1.0680, decode.d6.loss_cls: 0.7338, decode.d6.loss_mask: 0.6668, decode.d6.loss_dice: 1.0599, decode.d7.loss_cls: 0.7307, decode.d7.loss_mask: 0.6685, decode.d7.loss_dice: 1.0680, decode.d8.loss_cls: 0.7330, decode.d8.loss_mask: 0.6685, decode.d8.loss_dice: 1.0597, loss: 27.4940 2022-04-26 06:41:27,678 - mmseg - INFO - Iter [19450/160000] lr: 1.261e-06, eta: 1 day, 19:50:25, time: 1.100, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7649, decode.loss_mask: 0.7166, decode.loss_dice: 1.0658, decode.d0.loss_cls: 3.0588, decode.d0.loss_mask: 0.7456, decode.d0.loss_dice: 1.2511, decode.d1.loss_cls: 0.9140, decode.d1.loss_mask: 0.7378, decode.d1.loss_dice: 1.1448, decode.d2.loss_cls: 0.8338, decode.d2.loss_mask: 0.7221, decode.d2.loss_dice: 1.0901, decode.d3.loss_cls: 0.8015, decode.d3.loss_mask: 0.7211, decode.d3.loss_dice: 1.0759, decode.d4.loss_cls: 0.7885, decode.d4.loss_mask: 0.7218, decode.d4.loss_dice: 1.0754, decode.d5.loss_cls: 0.7787, decode.d5.loss_mask: 0.7187, decode.d5.loss_dice: 1.0714, decode.d6.loss_cls: 0.7706, decode.d6.loss_mask: 0.7198, decode.d6.loss_dice: 1.0672, decode.d7.loss_cls: 0.7657, decode.d7.loss_mask: 0.7188, decode.d7.loss_dice: 1.0655, decode.d8.loss_cls: 0.7608, decode.d8.loss_mask: 0.7205, decode.d8.loss_dice: 1.0669, loss: 28.4540 2022-04-26 06:42:22,144 - mmseg - INFO - Iter [19500/160000] lr: 1.261e-06, eta: 1 day, 19:49:16, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7265, decode.loss_mask: 0.6779, decode.loss_dice: 1.0319, decode.d0.loss_cls: 2.9726, decode.d0.loss_mask: 0.7176, decode.d0.loss_dice: 1.2022, decode.d1.loss_cls: 0.8559, decode.d1.loss_mask: 0.7035, decode.d1.loss_dice: 1.1062, decode.d2.loss_cls: 0.7685, decode.d2.loss_mask: 0.6961, decode.d2.loss_dice: 1.0660, decode.d3.loss_cls: 0.7483, decode.d3.loss_mask: 0.6843, decode.d3.loss_dice: 1.0448, decode.d4.loss_cls: 0.7318, decode.d4.loss_mask: 0.6858, decode.d4.loss_dice: 1.0449, decode.d5.loss_cls: 0.7257, decode.d5.loss_mask: 0.6833, decode.d5.loss_dice: 1.0464, decode.d6.loss_cls: 0.7184, decode.d6.loss_mask: 0.6831, decode.d6.loss_dice: 1.0415, decode.d7.loss_cls: 0.7283, decode.d7.loss_mask: 0.6812, decode.d7.loss_dice: 1.0407, decode.d8.loss_cls: 0.7241, decode.d8.loss_mask: 0.6796, decode.d8.loss_dice: 1.0393, loss: 27.2561 2022-04-26 06:43:16,593 - mmseg - INFO - Iter [19550/160000] lr: 1.260e-06, eta: 1 day, 19:48:08, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7297, decode.loss_mask: 0.7051, decode.loss_dice: 1.0578, decode.d0.loss_cls: 3.0826, decode.d0.loss_mask: 0.7340, decode.d0.loss_dice: 1.2220, decode.d1.loss_cls: 0.8645, decode.d1.loss_mask: 0.7297, decode.d1.loss_dice: 1.1251, decode.d2.loss_cls: 0.7664, decode.d2.loss_mask: 0.7167, decode.d2.loss_dice: 1.0935, decode.d3.loss_cls: 0.7405, decode.d3.loss_mask: 0.7070, decode.d3.loss_dice: 1.0706, decode.d4.loss_cls: 0.7416, decode.d4.loss_mask: 0.7041, decode.d4.loss_dice: 1.0794, decode.d5.loss_cls: 0.7335, decode.d5.loss_mask: 0.7009, decode.d5.loss_dice: 1.0648, decode.d6.loss_cls: 0.7323, decode.d6.loss_mask: 0.7040, decode.d6.loss_dice: 1.0551, decode.d7.loss_cls: 0.7303, decode.d7.loss_mask: 0.7027, decode.d7.loss_dice: 1.0568, decode.d8.loss_cls: 0.7297, decode.d8.loss_mask: 0.7070, decode.d8.loss_dice: 1.0624, loss: 27.8500 2022-04-26 06:44:10,807 - mmseg - INFO - Iter [19600/160000] lr: 1.260e-06, eta: 1 day, 19:46:58, time: 1.084, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7152, decode.loss_mask: 0.7126, decode.loss_dice: 1.0155, decode.d0.loss_cls: 2.9896, decode.d0.loss_mask: 0.7437, decode.d0.loss_dice: 1.1915, decode.d1.loss_cls: 0.8630, decode.d1.loss_mask: 0.7281, decode.d1.loss_dice: 1.0875, decode.d2.loss_cls: 0.7815, decode.d2.loss_mask: 0.7151, decode.d2.loss_dice: 1.0457, decode.d3.loss_cls: 0.7483, decode.d3.loss_mask: 0.7101, decode.d3.loss_dice: 1.0202, decode.d4.loss_cls: 0.7245, decode.d4.loss_mask: 0.7110, decode.d4.loss_dice: 1.0263, decode.d5.loss_cls: 0.7267, decode.d5.loss_mask: 0.7043, decode.d5.loss_dice: 1.0171, decode.d6.loss_cls: 0.7135, decode.d6.loss_mask: 0.7086, decode.d6.loss_dice: 1.0110, decode.d7.loss_cls: 0.7072, decode.d7.loss_mask: 0.7094, decode.d7.loss_dice: 1.0175, decode.d8.loss_cls: 0.7123, decode.d8.loss_mask: 0.7066, decode.d8.loss_dice: 1.0178, loss: 27.2815 2022-04-26 06:45:05,364 - mmseg - INFO - Iter [19650/160000] lr: 1.259e-06, eta: 1 day, 19:45:51, time: 1.091, data_time: 0.014, memory: 64049, decode.loss_cls: 0.7504, decode.loss_mask: 0.6827, decode.loss_dice: 1.0651, decode.d0.loss_cls: 3.0426, decode.d0.loss_mask: 0.7113, decode.d0.loss_dice: 1.2377, decode.d1.loss_cls: 0.8913, decode.d1.loss_mask: 0.7089, decode.d1.loss_dice: 1.1350, decode.d2.loss_cls: 0.8045, decode.d2.loss_mask: 0.6895, decode.d2.loss_dice: 1.0856, decode.d3.loss_cls: 0.7746, decode.d3.loss_mask: 0.6809, decode.d3.loss_dice: 1.0616, decode.d4.loss_cls: 0.7549, decode.d4.loss_mask: 0.6820, decode.d4.loss_dice: 1.0637, decode.d5.loss_cls: 0.7533, decode.d5.loss_mask: 0.6853, decode.d5.loss_dice: 1.0663, decode.d6.loss_cls: 0.7516, decode.d6.loss_mask: 0.6815, decode.d6.loss_dice: 1.0579, decode.d7.loss_cls: 0.7483, decode.d7.loss_mask: 0.6814, decode.d7.loss_dice: 1.0605, decode.d8.loss_cls: 0.7517, decode.d8.loss_mask: 0.6852, decode.d8.loss_dice: 1.0632, loss: 27.8083 2022-04-26 06:46:00,605 - mmseg - INFO - Iter [19700/160000] lr: 1.259e-06, eta: 1 day, 19:44:48, time: 1.105, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7142, decode.loss_mask: 0.7019, decode.loss_dice: 1.0286, decode.d0.loss_cls: 3.0057, decode.d0.loss_mask: 0.7390, decode.d0.loss_dice: 1.1946, decode.d1.loss_cls: 0.8632, decode.d1.loss_mask: 0.7207, decode.d1.loss_dice: 1.1050, decode.d2.loss_cls: 0.7730, decode.d2.loss_mask: 0.7064, decode.d2.loss_dice: 1.0548, decode.d3.loss_cls: 0.7450, decode.d3.loss_mask: 0.7001, decode.d3.loss_dice: 1.0440, decode.d4.loss_cls: 0.7366, decode.d4.loss_mask: 0.7012, decode.d4.loss_dice: 1.0417, decode.d5.loss_cls: 0.7357, decode.d5.loss_mask: 0.6957, decode.d5.loss_dice: 1.0325, decode.d6.loss_cls: 0.7177, decode.d6.loss_mask: 0.7024, decode.d6.loss_dice: 1.0284, decode.d7.loss_cls: 0.7168, decode.d7.loss_mask: 0.6990, decode.d7.loss_dice: 1.0269, decode.d8.loss_cls: 0.7167, decode.d8.loss_mask: 0.7005, decode.d8.loss_dice: 1.0262, loss: 27.3743 2022-04-26 06:46:54,842 - mmseg - INFO - Iter [19750/160000] lr: 1.259e-06, eta: 1 day, 19:43:39, time: 1.085, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7285, decode.loss_mask: 0.6966, decode.loss_dice: 1.0325, decode.d0.loss_cls: 2.9511, decode.d0.loss_mask: 0.7354, decode.d0.loss_dice: 1.1990, decode.d1.loss_cls: 0.8662, decode.d1.loss_mask: 0.7251, decode.d1.loss_dice: 1.1070, decode.d2.loss_cls: 0.7748, decode.d2.loss_mask: 0.7110, decode.d2.loss_dice: 1.0553, decode.d3.loss_cls: 0.7603, decode.d3.loss_mask: 0.7024, decode.d3.loss_dice: 1.0338, decode.d4.loss_cls: 0.7407, decode.d4.loss_mask: 0.7036, decode.d4.loss_dice: 1.0356, decode.d5.loss_cls: 0.7336, decode.d5.loss_mask: 0.7028, decode.d5.loss_dice: 1.0279, decode.d6.loss_cls: 0.7280, decode.d6.loss_mask: 0.7028, decode.d6.loss_dice: 1.0221, decode.d7.loss_cls: 0.7322, decode.d7.loss_mask: 0.7034, decode.d7.loss_dice: 1.0219, decode.d8.loss_cls: 0.7275, decode.d8.loss_mask: 0.7012, decode.d8.loss_dice: 1.0248, loss: 27.3873 2022-04-26 06:47:49,337 - mmseg - INFO - Iter [19800/160000] lr: 1.258e-06, eta: 1 day, 19:42:31, time: 1.090, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7660, decode.loss_mask: 0.6926, decode.loss_dice: 1.0496, decode.d0.loss_cls: 3.0729, decode.d0.loss_mask: 0.7185, decode.d0.loss_dice: 1.2190, decode.d1.loss_cls: 0.9097, decode.d1.loss_mask: 0.7149, decode.d1.loss_dice: 1.1233, decode.d2.loss_cls: 0.8115, decode.d2.loss_mask: 0.6998, decode.d2.loss_dice: 1.0702, decode.d3.loss_cls: 0.7733, decode.d3.loss_mask: 0.6944, decode.d3.loss_dice: 1.0467, decode.d4.loss_cls: 0.7615, decode.d4.loss_mask: 0.6915, decode.d4.loss_dice: 1.0458, decode.d5.loss_cls: 0.7601, decode.d5.loss_mask: 0.6898, decode.d5.loss_dice: 1.0464, decode.d6.loss_cls: 0.7465, decode.d6.loss_mask: 0.6893, decode.d6.loss_dice: 1.0466, decode.d7.loss_cls: 0.7534, decode.d7.loss_mask: 0.6920, decode.d7.loss_dice: 1.0455, decode.d8.loss_cls: 0.7575, decode.d8.loss_mask: 0.6936, decode.d8.loss_dice: 1.0483, loss: 27.8301 2022-04-26 06:48:43,829 - mmseg - INFO - Iter [19850/160000] lr: 1.258e-06, eta: 1 day, 19:41:24, time: 1.090, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7043, decode.loss_mask: 0.6943, decode.loss_dice: 1.0220, decode.d0.loss_cls: 2.9874, decode.d0.loss_mask: 0.7211, decode.d0.loss_dice: 1.1931, decode.d1.loss_cls: 0.8375, decode.d1.loss_mask: 0.7158, decode.d1.loss_dice: 1.0903, decode.d2.loss_cls: 0.7683, decode.d2.loss_mask: 0.7010, decode.d2.loss_dice: 1.0472, decode.d3.loss_cls: 0.7294, decode.d3.loss_mask: 0.6987, decode.d3.loss_dice: 1.0257, decode.d4.loss_cls: 0.7195, decode.d4.loss_mask: 0.6933, decode.d4.loss_dice: 1.0232, decode.d5.loss_cls: 0.7087, decode.d5.loss_mask: 0.6949, decode.d5.loss_dice: 1.0274, decode.d6.loss_cls: 0.7069, decode.d6.loss_mask: 0.6878, decode.d6.loss_dice: 1.0215, decode.d7.loss_cls: 0.7063, decode.d7.loss_mask: 0.6932, decode.d7.loss_dice: 1.0228, decode.d8.loss_cls: 0.7072, decode.d8.loss_mask: 0.6940, decode.d8.loss_dice: 1.0209, loss: 27.0636 2022-04-26 06:49:38,667 - mmseg - INFO - Iter [19900/160000] lr: 1.257e-06, eta: 1 day, 19:40:18, time: 1.097, data_time: 0.018, memory: 64049, decode.loss_cls: 0.7539, decode.loss_mask: 0.6663, decode.loss_dice: 1.0462, decode.d0.loss_cls: 3.1462, decode.d0.loss_mask: 0.7097, decode.d0.loss_dice: 1.2387, decode.d1.loss_cls: 0.9077, decode.d1.loss_mask: 0.6990, decode.d1.loss_dice: 1.1403, decode.d2.loss_cls: 0.8168, decode.d2.loss_mask: 0.6875, decode.d2.loss_dice: 1.0847, decode.d3.loss_cls: 0.7839, decode.d3.loss_mask: 0.6777, decode.d3.loss_dice: 1.0603, decode.d4.loss_cls: 0.7733, decode.d4.loss_mask: 0.6689, decode.d4.loss_dice: 1.0603, decode.d5.loss_cls: 0.7615, decode.d5.loss_mask: 0.6715, decode.d5.loss_dice: 1.0565, decode.d6.loss_cls: 0.7471, decode.d6.loss_mask: 0.6710, decode.d6.loss_dice: 1.0506, decode.d7.loss_cls: 0.7475, decode.d7.loss_mask: 0.6717, decode.d7.loss_dice: 1.0559, decode.d8.loss_cls: 0.7547, decode.d8.loss_mask: 0.6681, decode.d8.loss_dice: 1.0498, loss: 27.8275 2022-04-26 06:50:33,541 - mmseg - INFO - Iter [19950/160000] lr: 1.257e-06, eta: 1 day, 19:39:14, time: 1.097, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7368, decode.loss_mask: 0.7221, decode.loss_dice: 1.0380, decode.d0.loss_cls: 3.0314, decode.d0.loss_mask: 0.7510, decode.d0.loss_dice: 1.2057, decode.d1.loss_cls: 0.8704, decode.d1.loss_mask: 0.7447, decode.d1.loss_dice: 1.1135, decode.d2.loss_cls: 0.7888, decode.d2.loss_mask: 0.7335, decode.d2.loss_dice: 1.0689, decode.d3.loss_cls: 0.7496, decode.d3.loss_mask: 0.7271, decode.d3.loss_dice: 1.0496, decode.d4.loss_cls: 0.7422, decode.d4.loss_mask: 0.7248, decode.d4.loss_dice: 1.0523, decode.d5.loss_cls: 0.7411, decode.d5.loss_mask: 0.7193, decode.d5.loss_dice: 1.0455, decode.d6.loss_cls: 0.7373, decode.d6.loss_mask: 0.7183, decode.d6.loss_dice: 1.0334, decode.d7.loss_cls: 0.7370, decode.d7.loss_mask: 0.7152, decode.d7.loss_dice: 1.0387, decode.d8.loss_cls: 0.7333, decode.d8.loss_mask: 0.7180, decode.d8.loss_dice: 1.0384, loss: 27.8258 2022-04-26 06:51:28,281 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 06:51:28,284 - mmseg - INFO - Iter [20000/160000] lr: 1.256e-06, eta: 1 day, 19:38:08, time: 1.095, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7245, decode.loss_mask: 0.6960, decode.loss_dice: 1.0198, decode.d0.loss_cls: 2.9812, decode.d0.loss_mask: 0.7226, decode.d0.loss_dice: 1.1955, decode.d1.loss_cls: 0.8527, decode.d1.loss_mask: 0.7112, decode.d1.loss_dice: 1.0840, decode.d2.loss_cls: 0.7687, decode.d2.loss_mask: 0.7010, decode.d2.loss_dice: 1.0521, decode.d3.loss_cls: 0.7353, decode.d3.loss_mask: 0.6966, decode.d3.loss_dice: 1.0286, decode.d4.loss_cls: 0.7288, decode.d4.loss_mask: 0.6925, decode.d4.loss_dice: 1.0290, decode.d5.loss_cls: 0.7227, decode.d5.loss_mask: 0.6940, decode.d5.loss_dice: 1.0220, decode.d6.loss_cls: 0.7188, decode.d6.loss_mask: 0.6925, decode.d6.loss_dice: 1.0167, decode.d7.loss_cls: 0.7215, decode.d7.loss_mask: 0.6943, decode.d7.loss_dice: 1.0229, decode.d8.loss_cls: 0.7272, decode.d8.loss_mask: 0.6933, decode.d8.loss_dice: 1.0227, loss: 27.1684 2022-04-26 06:52:21,912 - mmseg - INFO - Iter [20050/160000] lr: 1.256e-06, eta: 1 day, 19:36:55, time: 1.073, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7479, decode.loss_mask: 0.7115, decode.loss_dice: 1.0840, decode.d0.loss_cls: 3.0142, decode.d0.loss_mask: 0.7407, decode.d0.loss_dice: 1.2584, decode.d1.loss_cls: 0.8875, decode.d1.loss_mask: 0.7354, decode.d1.loss_dice: 1.1575, decode.d2.loss_cls: 0.8036, decode.d2.loss_mask: 0.7247, decode.d2.loss_dice: 1.1144, decode.d3.loss_cls: 0.7621, decode.d3.loss_mask: 0.7161, decode.d3.loss_dice: 1.0950, decode.d4.loss_cls: 0.7538, decode.d4.loss_mask: 0.7175, decode.d4.loss_dice: 1.0937, decode.d5.loss_cls: 0.7475, decode.d5.loss_mask: 0.7173, decode.d5.loss_dice: 1.0923, decode.d6.loss_cls: 0.7425, decode.d6.loss_mask: 0.7129, decode.d6.loss_dice: 1.0831, decode.d7.loss_cls: 0.7380, decode.d7.loss_mask: 0.7108, decode.d7.loss_dice: 1.0871, decode.d8.loss_cls: 0.7435, decode.d8.loss_mask: 0.7111, decode.d8.loss_dice: 1.0868, loss: 28.2909 2022-04-26 06:53:15,821 - mmseg - INFO - Iter [20100/160000] lr: 1.255e-06, eta: 1 day, 19:35:43, time: 1.078, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7312, decode.loss_mask: 0.6975, decode.loss_dice: 1.0572, decode.d0.loss_cls: 2.9493, decode.d0.loss_mask: 0.7266, decode.d0.loss_dice: 1.2355, decode.d1.loss_cls: 0.8362, decode.d1.loss_mask: 0.7241, decode.d1.loss_dice: 1.1362, decode.d2.loss_cls: 0.7574, decode.d2.loss_mask: 0.7118, decode.d2.loss_dice: 1.0908, decode.d3.loss_cls: 0.7328, decode.d3.loss_mask: 0.6984, decode.d3.loss_dice: 1.0662, decode.d4.loss_cls: 0.7245, decode.d4.loss_mask: 0.7081, decode.d4.loss_dice: 1.0721, decode.d5.loss_cls: 0.7263, decode.d5.loss_mask: 0.7023, decode.d5.loss_dice: 1.0648, decode.d6.loss_cls: 0.7292, decode.d6.loss_mask: 0.6981, decode.d6.loss_dice: 1.0581, decode.d7.loss_cls: 0.7245, decode.d7.loss_mask: 0.6978, decode.d7.loss_dice: 1.0618, decode.d8.loss_cls: 0.7265, decode.d8.loss_mask: 0.6997, decode.d8.loss_dice: 1.0574, loss: 27.6019 2022-04-26 06:54:10,378 - mmseg - INFO - Iter [20150/160000] lr: 1.255e-06, eta: 1 day, 19:34:37, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7444, decode.loss_mask: 0.7153, decode.loss_dice: 1.0484, decode.d0.loss_cls: 2.9915, decode.d0.loss_mask: 0.7426, decode.d0.loss_dice: 1.2220, decode.d1.loss_cls: 0.8773, decode.d1.loss_mask: 0.7354, decode.d1.loss_dice: 1.1119, decode.d2.loss_cls: 0.7940, decode.d2.loss_mask: 0.7209, decode.d2.loss_dice: 1.0800, decode.d3.loss_cls: 0.7679, decode.d3.loss_mask: 0.7173, decode.d3.loss_dice: 1.0585, decode.d4.loss_cls: 0.7517, decode.d4.loss_mask: 0.7200, decode.d4.loss_dice: 1.0536, decode.d5.loss_cls: 0.7484, decode.d5.loss_mask: 0.7181, decode.d5.loss_dice: 1.0587, decode.d6.loss_cls: 0.7405, decode.d6.loss_mask: 0.7199, decode.d6.loss_dice: 1.0490, decode.d7.loss_cls: 0.7440, decode.d7.loss_mask: 0.7194, decode.d7.loss_dice: 1.0513, decode.d8.loss_cls: 0.7456, decode.d8.loss_mask: 0.7183, decode.d8.loss_dice: 1.0495, loss: 27.9153 2022-04-26 06:55:04,415 - mmseg - INFO - Iter [20200/160000] lr: 1.255e-06, eta: 1 day, 19:33:26, time: 1.081, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7682, decode.loss_mask: 0.6900, decode.loss_dice: 1.0202, decode.d0.loss_cls: 3.0240, decode.d0.loss_mask: 0.7321, decode.d0.loss_dice: 1.2030, decode.d1.loss_cls: 0.9021, decode.d1.loss_mask: 0.7178, decode.d1.loss_dice: 1.1034, decode.d2.loss_cls: 0.8143, decode.d2.loss_mask: 0.7044, decode.d2.loss_dice: 1.0635, decode.d3.loss_cls: 0.7925, decode.d3.loss_mask: 0.7010, decode.d3.loss_dice: 1.0358, decode.d4.loss_cls: 0.7749, decode.d4.loss_mask: 0.6945, decode.d4.loss_dice: 1.0354, decode.d5.loss_cls: 0.7734, decode.d5.loss_mask: 0.6866, decode.d5.loss_dice: 1.0284, decode.d6.loss_cls: 0.7634, decode.d6.loss_mask: 0.6887, decode.d6.loss_dice: 1.0214, decode.d7.loss_cls: 0.7681, decode.d7.loss_mask: 0.6919, decode.d7.loss_dice: 1.0222, decode.d8.loss_cls: 0.7722, decode.d8.loss_mask: 0.6897, decode.d8.loss_dice: 1.0221, loss: 27.7055 2022-04-26 06:56:01,387 - mmseg - INFO - Iter [20250/160000] lr: 1.254e-06, eta: 1 day, 19:32:36, time: 1.139, data_time: 0.067, memory: 64049, decode.loss_cls: 0.7414, decode.loss_mask: 0.7007, decode.loss_dice: 1.0758, decode.d0.loss_cls: 2.9920, decode.d0.loss_mask: 0.7381, decode.d0.loss_dice: 1.2464, decode.d1.loss_cls: 0.8766, decode.d1.loss_mask: 0.7244, decode.d1.loss_dice: 1.1375, decode.d2.loss_cls: 0.7946, decode.d2.loss_mask: 0.7076, decode.d2.loss_dice: 1.0992, decode.d3.loss_cls: 0.7640, decode.d3.loss_mask: 0.7022, decode.d3.loss_dice: 1.0830, decode.d4.loss_cls: 0.7505, decode.d4.loss_mask: 0.6971, decode.d4.loss_dice: 1.0790, decode.d5.loss_cls: 0.7504, decode.d5.loss_mask: 0.6966, decode.d5.loss_dice: 1.0756, decode.d6.loss_cls: 0.7497, decode.d6.loss_mask: 0.6994, decode.d6.loss_dice: 1.0658, decode.d7.loss_cls: 0.7536, decode.d7.loss_mask: 0.6970, decode.d7.loss_dice: 1.0657, decode.d8.loss_cls: 0.7523, decode.d8.loss_mask: 0.6951, decode.d8.loss_dice: 1.0699, loss: 27.9811 2022-04-26 06:56:56,493 - mmseg - INFO - Iter [20300/160000] lr: 1.254e-06, eta: 1 day, 19:31:34, time: 1.102, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7148, decode.loss_mask: 0.7045, decode.loss_dice: 1.0345, decode.d0.loss_cls: 3.0251, decode.d0.loss_mask: 0.7373, decode.d0.loss_dice: 1.2106, decode.d1.loss_cls: 0.8510, decode.d1.loss_mask: 0.7295, decode.d1.loss_dice: 1.1111, decode.d2.loss_cls: 0.7678, decode.d2.loss_mask: 0.7129, decode.d2.loss_dice: 1.0728, decode.d3.loss_cls: 0.7349, decode.d3.loss_mask: 0.7007, decode.d3.loss_dice: 1.0448, decode.d4.loss_cls: 0.7281, decode.d4.loss_mask: 0.7020, decode.d4.loss_dice: 1.0395, decode.d5.loss_cls: 0.7194, decode.d5.loss_mask: 0.7004, decode.d5.loss_dice: 1.0362, decode.d6.loss_cls: 0.7129, decode.d6.loss_mask: 0.6978, decode.d6.loss_dice: 1.0314, decode.d7.loss_cls: 0.7155, decode.d7.loss_mask: 0.7020, decode.d7.loss_dice: 1.0345, decode.d8.loss_cls: 0.7076, decode.d8.loss_mask: 0.7020, decode.d8.loss_dice: 1.0386, loss: 27.4201 2022-04-26 06:57:50,354 - mmseg - INFO - Iter [20350/160000] lr: 1.253e-06, eta: 1 day, 19:30:22, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6891, decode.loss_mask: 0.6885, decode.loss_dice: 1.0225, decode.d0.loss_cls: 2.9826, decode.d0.loss_mask: 0.7173, decode.d0.loss_dice: 1.1917, decode.d1.loss_cls: 0.8417, decode.d1.loss_mask: 0.7075, decode.d1.loss_dice: 1.0914, decode.d2.loss_cls: 0.7564, decode.d2.loss_mask: 0.6922, decode.d2.loss_dice: 1.0570, decode.d3.loss_cls: 0.7159, decode.d3.loss_mask: 0.6867, decode.d3.loss_dice: 1.0301, decode.d4.loss_cls: 0.7015, decode.d4.loss_mask: 0.6889, decode.d4.loss_dice: 1.0388, decode.d5.loss_cls: 0.6883, decode.d5.loss_mask: 0.6877, decode.d5.loss_dice: 1.0321, decode.d6.loss_cls: 0.6843, decode.d6.loss_mask: 0.6850, decode.d6.loss_dice: 1.0137, decode.d7.loss_cls: 0.6885, decode.d7.loss_mask: 0.6870, decode.d7.loss_dice: 1.0239, decode.d8.loss_cls: 0.6966, decode.d8.loss_mask: 0.6883, decode.d8.loss_dice: 1.0214, loss: 26.8964 2022-04-26 06:58:44,799 - mmseg - INFO - Iter [20400/160000] lr: 1.253e-06, eta: 1 day, 19:29:15, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7238, decode.loss_mask: 0.6684, decode.loss_dice: 1.0636, decode.d0.loss_cls: 2.9629, decode.d0.loss_mask: 0.6919, decode.d0.loss_dice: 1.2331, decode.d1.loss_cls: 0.8834, decode.d1.loss_mask: 0.6848, decode.d1.loss_dice: 1.1509, decode.d2.loss_cls: 0.7806, decode.d2.loss_mask: 0.6765, decode.d2.loss_dice: 1.0971, decode.d3.loss_cls: 0.7523, decode.d3.loss_mask: 0.6688, decode.d3.loss_dice: 1.0678, decode.d4.loss_cls: 0.7574, decode.d4.loss_mask: 0.6674, decode.d4.loss_dice: 1.0685, decode.d5.loss_cls: 0.7471, decode.d5.loss_mask: 0.6670, decode.d5.loss_dice: 1.0637, decode.d6.loss_cls: 0.7385, decode.d6.loss_mask: 0.6647, decode.d6.loss_dice: 1.0565, decode.d7.loss_cls: 0.7413, decode.d7.loss_mask: 0.6667, decode.d7.loss_dice: 1.0586, decode.d8.loss_cls: 0.7306, decode.d8.loss_mask: 0.6668, decode.d8.loss_dice: 1.0637, loss: 27.4643 2022-04-26 06:59:39,411 - mmseg - INFO - Iter [20450/160000] lr: 1.252e-06, eta: 1 day, 19:28:09, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6938, decode.loss_mask: 0.6931, decode.loss_dice: 1.0018, decode.d0.loss_cls: 2.9619, decode.d0.loss_mask: 0.7284, decode.d0.loss_dice: 1.1741, decode.d1.loss_cls: 0.8392, decode.d1.loss_mask: 0.7104, decode.d1.loss_dice: 1.0770, decode.d2.loss_cls: 0.7549, decode.d2.loss_mask: 0.6995, decode.d2.loss_dice: 1.0314, decode.d3.loss_cls: 0.7127, decode.d3.loss_mask: 0.6960, decode.d3.loss_dice: 1.0114, decode.d4.loss_cls: 0.7083, decode.d4.loss_mask: 0.6951, decode.d4.loss_dice: 1.0112, decode.d5.loss_cls: 0.6999, decode.d5.loss_mask: 0.6896, decode.d5.loss_dice: 1.0072, decode.d6.loss_cls: 0.6907, decode.d6.loss_mask: 0.6876, decode.d6.loss_dice: 0.9967, decode.d7.loss_cls: 0.6840, decode.d7.loss_mask: 0.6886, decode.d7.loss_dice: 1.0044, decode.d8.loss_cls: 0.6851, decode.d8.loss_mask: 0.6895, decode.d8.loss_dice: 1.0025, loss: 26.7262 2022-04-26 07:00:34,482 - mmseg - INFO - Iter [20500/160000] lr: 1.252e-06, eta: 1 day, 19:27:06, time: 1.101, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7168, decode.loss_mask: 0.6808, decode.loss_dice: 1.0139, decode.d0.loss_cls: 3.0235, decode.d0.loss_mask: 0.7187, decode.d0.loss_dice: 1.2085, decode.d1.loss_cls: 0.8653, decode.d1.loss_mask: 0.7112, decode.d1.loss_dice: 1.0971, decode.d2.loss_cls: 0.7722, decode.d2.loss_mask: 0.6946, decode.d2.loss_dice: 1.0469, decode.d3.loss_cls: 0.7492, decode.d3.loss_mask: 0.6837, decode.d3.loss_dice: 1.0240, decode.d4.loss_cls: 0.7303, decode.d4.loss_mask: 0.6851, decode.d4.loss_dice: 1.0234, decode.d5.loss_cls: 0.7126, decode.d5.loss_mask: 0.6846, decode.d5.loss_dice: 1.0205, decode.d6.loss_cls: 0.7099, decode.d6.loss_mask: 0.6831, decode.d6.loss_dice: 1.0140, decode.d7.loss_cls: 0.7182, decode.d7.loss_mask: 0.6879, decode.d7.loss_dice: 1.0166, decode.d8.loss_cls: 0.7159, decode.d8.loss_mask: 0.6818, decode.d8.loss_dice: 1.0120, loss: 27.1023 2022-04-26 07:01:29,017 - mmseg - INFO - Iter [20550/160000] lr: 1.251e-06, eta: 1 day, 19:26:00, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7215, decode.loss_mask: 0.7051, decode.loss_dice: 1.0447, decode.d0.loss_cls: 3.0033, decode.d0.loss_mask: 0.7319, decode.d0.loss_dice: 1.2177, decode.d1.loss_cls: 0.8697, decode.d1.loss_mask: 0.7269, decode.d1.loss_dice: 1.1130, decode.d2.loss_cls: 0.7827, decode.d2.loss_mask: 0.7132, decode.d2.loss_dice: 1.0763, decode.d3.loss_cls: 0.7552, decode.d3.loss_mask: 0.7026, decode.d3.loss_dice: 1.0526, decode.d4.loss_cls: 0.7352, decode.d4.loss_mask: 0.7079, decode.d4.loss_dice: 1.0521, decode.d5.loss_cls: 0.7312, decode.d5.loss_mask: 0.7063, decode.d5.loss_dice: 1.0529, decode.d6.loss_cls: 0.7283, decode.d6.loss_mask: 0.7001, decode.d6.loss_dice: 1.0406, decode.d7.loss_cls: 0.7320, decode.d7.loss_mask: 0.7058, decode.d7.loss_dice: 1.0465, decode.d8.loss_cls: 0.7236, decode.d8.loss_mask: 0.7052, decode.d8.loss_dice: 1.0453, loss: 27.6292 2022-04-26 07:02:23,614 - mmseg - INFO - Iter [20600/160000] lr: 1.251e-06, eta: 1 day, 19:24:54, time: 1.092, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7052, decode.loss_mask: 0.6733, decode.loss_dice: 1.0334, decode.d0.loss_cls: 2.9403, decode.d0.loss_mask: 0.7153, decode.d0.loss_dice: 1.2078, decode.d1.loss_cls: 0.8509, decode.d1.loss_mask: 0.6967, decode.d1.loss_dice: 1.1067, decode.d2.loss_cls: 0.7768, decode.d2.loss_mask: 0.6792, decode.d2.loss_dice: 1.0652, decode.d3.loss_cls: 0.7295, decode.d3.loss_mask: 0.6784, decode.d3.loss_dice: 1.0439, decode.d4.loss_cls: 0.7238, decode.d4.loss_mask: 0.6798, decode.d4.loss_dice: 1.0471, decode.d5.loss_cls: 0.7151, decode.d5.loss_mask: 0.6779, decode.d5.loss_dice: 1.0442, decode.d6.loss_cls: 0.7110, decode.d6.loss_mask: 0.6731, decode.d6.loss_dice: 1.0340, decode.d7.loss_cls: 0.7024, decode.d7.loss_mask: 0.6793, decode.d7.loss_dice: 1.0314, decode.d8.loss_cls: 0.7050, decode.d8.loss_mask: 0.6745, decode.d8.loss_dice: 1.0368, loss: 27.0379 2022-04-26 07:03:18,550 - mmseg - INFO - Iter [20650/160000] lr: 1.250e-06, eta: 1 day, 19:23:50, time: 1.099, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7437, decode.loss_mask: 0.6756, decode.loss_dice: 1.0162, decode.d0.loss_cls: 2.9690, decode.d0.loss_mask: 0.7090, decode.d0.loss_dice: 1.2070, decode.d1.loss_cls: 0.8809, decode.d1.loss_mask: 0.6988, decode.d1.loss_dice: 1.1036, decode.d2.loss_cls: 0.8006, decode.d2.loss_mask: 0.6853, decode.d2.loss_dice: 1.0514, decode.d3.loss_cls: 0.7669, decode.d3.loss_mask: 0.6732, decode.d3.loss_dice: 1.0286, decode.d4.loss_cls: 0.7504, decode.d4.loss_mask: 0.6744, decode.d4.loss_dice: 1.0330, decode.d5.loss_cls: 0.7591, decode.d5.loss_mask: 0.6751, decode.d5.loss_dice: 1.0217, decode.d6.loss_cls: 0.7370, decode.d6.loss_mask: 0.6764, decode.d6.loss_dice: 1.0111, decode.d7.loss_cls: 0.7403, decode.d7.loss_mask: 0.6762, decode.d7.loss_dice: 1.0180, decode.d8.loss_cls: 0.7346, decode.d8.loss_mask: 0.6767, decode.d8.loss_dice: 1.0151, loss: 27.2086 2022-04-26 07:04:13,050 - mmseg - INFO - Iter [20700/160000] lr: 1.250e-06, eta: 1 day, 19:22:43, time: 1.090, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7064, decode.loss_mask: 0.6736, decode.loss_dice: 1.0058, decode.d0.loss_cls: 2.9668, decode.d0.loss_mask: 0.7126, decode.d0.loss_dice: 1.1763, decode.d1.loss_cls: 0.8397, decode.d1.loss_mask: 0.6942, decode.d1.loss_dice: 1.0831, decode.d2.loss_cls: 0.7574, decode.d2.loss_mask: 0.6866, decode.d2.loss_dice: 1.0328, decode.d3.loss_cls: 0.7260, decode.d3.loss_mask: 0.6767, decode.d3.loss_dice: 1.0103, decode.d4.loss_cls: 0.7159, decode.d4.loss_mask: 0.6778, decode.d4.loss_dice: 1.0087, decode.d5.loss_cls: 0.7064, decode.d5.loss_mask: 0.6758, decode.d5.loss_dice: 1.0039, decode.d6.loss_cls: 0.7012, decode.d6.loss_mask: 0.6759, decode.d6.loss_dice: 1.0050, decode.d7.loss_cls: 0.6864, decode.d7.loss_mask: 0.6727, decode.d7.loss_dice: 1.0079, decode.d8.loss_cls: 0.6948, decode.d8.loss_mask: 0.6765, decode.d8.loss_dice: 1.0046, loss: 26.6618 2022-04-26 07:05:08,579 - mmseg - INFO - Iter [20750/160000] lr: 1.250e-06, eta: 1 day, 19:21:44, time: 1.111, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7026, decode.loss_mask: 0.6659, decode.loss_dice: 1.0044, decode.d0.loss_cls: 3.0045, decode.d0.loss_mask: 0.6916, decode.d0.loss_dice: 1.1841, decode.d1.loss_cls: 0.8605, decode.d1.loss_mask: 0.6858, decode.d1.loss_dice: 1.0828, decode.d2.loss_cls: 0.7681, decode.d2.loss_mask: 0.6743, decode.d2.loss_dice: 1.0362, decode.d3.loss_cls: 0.7339, decode.d3.loss_mask: 0.6704, decode.d3.loss_dice: 1.0086, decode.d4.loss_cls: 0.7243, decode.d4.loss_mask: 0.6631, decode.d4.loss_dice: 1.0141, decode.d5.loss_cls: 0.7108, decode.d5.loss_mask: 0.6637, decode.d5.loss_dice: 1.0060, decode.d6.loss_cls: 0.7034, decode.d6.loss_mask: 0.6629, decode.d6.loss_dice: 1.0051, decode.d7.loss_cls: 0.6948, decode.d7.loss_mask: 0.6615, decode.d7.loss_dice: 1.0117, decode.d8.loss_cls: 0.6959, decode.d8.loss_mask: 0.6634, decode.d8.loss_dice: 1.0103, loss: 26.6643 2022-04-26 07:06:03,824 - mmseg - INFO - Iter [20800/160000] lr: 1.249e-06, eta: 1 day, 19:20:42, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7209, decode.loss_mask: 0.7153, decode.loss_dice: 1.0266, decode.d0.loss_cls: 2.9246, decode.d0.loss_mask: 0.7523, decode.d0.loss_dice: 1.1939, decode.d1.loss_cls: 0.8508, decode.d1.loss_mask: 0.7396, decode.d1.loss_dice: 1.1006, decode.d2.loss_cls: 0.7779, decode.d2.loss_mask: 0.7299, decode.d2.loss_dice: 1.0539, decode.d3.loss_cls: 0.7432, decode.d3.loss_mask: 0.7178, decode.d3.loss_dice: 1.0347, decode.d4.loss_cls: 0.7409, decode.d4.loss_mask: 0.7153, decode.d4.loss_dice: 1.0348, decode.d5.loss_cls: 0.7325, decode.d5.loss_mask: 0.7111, decode.d5.loss_dice: 1.0319, decode.d6.loss_cls: 0.7201, decode.d6.loss_mask: 0.7149, decode.d6.loss_dice: 1.0200, decode.d7.loss_cls: 0.7156, decode.d7.loss_mask: 0.7164, decode.d7.loss_dice: 1.0222, decode.d8.loss_cls: 0.7145, decode.d8.loss_mask: 0.7167, decode.d8.loss_dice: 1.0251, loss: 27.4142 2022-04-26 07:06:58,636 - mmseg - INFO - Iter [20850/160000] lr: 1.249e-06, eta: 1 day, 19:19:38, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7492, decode.loss_mask: 0.6707, decode.loss_dice: 1.0268, decode.d0.loss_cls: 3.0120, decode.d0.loss_mask: 0.6989, decode.d0.loss_dice: 1.2060, decode.d1.loss_cls: 0.9036, decode.d1.loss_mask: 0.6911, decode.d1.loss_dice: 1.1022, decode.d2.loss_cls: 0.8106, decode.d2.loss_mask: 0.6788, decode.d2.loss_dice: 1.0572, decode.d3.loss_cls: 0.7724, decode.d3.loss_mask: 0.6688, decode.d3.loss_dice: 1.0435, decode.d4.loss_cls: 0.7686, decode.d4.loss_mask: 0.6749, decode.d4.loss_dice: 1.0361, decode.d5.loss_cls: 0.7602, decode.d5.loss_mask: 0.6716, decode.d5.loss_dice: 1.0331, decode.d6.loss_cls: 0.7555, decode.d6.loss_mask: 0.6685, decode.d6.loss_dice: 1.0218, decode.d7.loss_cls: 0.7552, decode.d7.loss_mask: 0.6695, decode.d7.loss_dice: 1.0275, decode.d8.loss_cls: 0.7462, decode.d8.loss_mask: 0.6700, decode.d8.loss_dice: 1.0213, loss: 27.3718 2022-04-26 07:07:53,082 - mmseg - INFO - Iter [20900/160000] lr: 1.248e-06, eta: 1 day, 19:18:31, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7599, decode.loss_mask: 0.7072, decode.loss_dice: 1.0437, decode.d0.loss_cls: 2.9810, decode.d0.loss_mask: 0.7415, decode.d0.loss_dice: 1.2245, decode.d1.loss_cls: 0.8860, decode.d1.loss_mask: 0.7300, decode.d1.loss_dice: 1.1204, decode.d2.loss_cls: 0.8105, decode.d2.loss_mask: 0.7156, decode.d2.loss_dice: 1.0854, decode.d3.loss_cls: 0.7723, decode.d3.loss_mask: 0.7054, decode.d3.loss_dice: 1.0602, decode.d4.loss_cls: 0.7685, decode.d4.loss_mask: 0.7075, decode.d4.loss_dice: 1.0548, decode.d5.loss_cls: 0.7582, decode.d5.loss_mask: 0.7085, decode.d5.loss_dice: 1.0554, decode.d6.loss_cls: 0.7492, decode.d6.loss_mask: 0.7045, decode.d6.loss_dice: 1.0484, decode.d7.loss_cls: 0.7405, decode.d7.loss_mask: 0.7061, decode.d7.loss_dice: 1.0487, decode.d8.loss_cls: 0.7468, decode.d8.loss_mask: 0.7123, decode.d8.loss_dice: 1.0464, loss: 27.8994 2022-04-26 07:08:47,287 - mmseg - INFO - Iter [20950/160000] lr: 1.248e-06, eta: 1 day, 19:17:23, time: 1.084, data_time: 0.018, memory: 64049, decode.loss_cls: 0.7157, decode.loss_mask: 0.6853, decode.loss_dice: 1.0416, decode.d0.loss_cls: 2.9530, decode.d0.loss_mask: 0.7276, decode.d0.loss_dice: 1.2150, decode.d1.loss_cls: 0.8444, decode.d1.loss_mask: 0.7174, decode.d1.loss_dice: 1.1159, decode.d2.loss_cls: 0.7560, decode.d2.loss_mask: 0.7024, decode.d2.loss_dice: 1.0738, decode.d3.loss_cls: 0.7322, decode.d3.loss_mask: 0.6962, decode.d3.loss_dice: 1.0469, decode.d4.loss_cls: 0.7323, decode.d4.loss_mask: 0.6913, decode.d4.loss_dice: 1.0456, decode.d5.loss_cls: 0.7227, decode.d5.loss_mask: 0.6931, decode.d5.loss_dice: 1.0436, decode.d6.loss_cls: 0.7158, decode.d6.loss_mask: 0.6899, decode.d6.loss_dice: 1.0349, decode.d7.loss_cls: 0.7168, decode.d7.loss_mask: 0.6852, decode.d7.loss_dice: 1.0404, decode.d8.loss_cls: 0.7169, decode.d8.loss_mask: 0.6888, decode.d8.loss_dice: 1.0414, loss: 27.2820 2022-04-26 07:09:41,824 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 07:09:41,825 - mmseg - INFO - Iter [21000/160000] lr: 1.247e-06, eta: 1 day, 19:16:17, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7677, decode.loss_mask: 0.6789, decode.loss_dice: 1.0467, decode.d0.loss_cls: 3.0091, decode.d0.loss_mask: 0.7179, decode.d0.loss_dice: 1.2404, decode.d1.loss_cls: 0.9096, decode.d1.loss_mask: 0.6987, decode.d1.loss_dice: 1.1219, decode.d2.loss_cls: 0.8147, decode.d2.loss_mask: 0.6844, decode.d2.loss_dice: 1.0895, decode.d3.loss_cls: 0.7896, decode.d3.loss_mask: 0.6810, decode.d3.loss_dice: 1.0600, decode.d4.loss_cls: 0.7783, decode.d4.loss_mask: 0.6800, decode.d4.loss_dice: 1.0578, decode.d5.loss_cls: 0.7700, decode.d5.loss_mask: 0.6837, decode.d5.loss_dice: 1.0544, decode.d6.loss_cls: 0.7660, decode.d6.loss_mask: 0.6757, decode.d6.loss_dice: 1.0380, decode.d7.loss_cls: 0.7665, decode.d7.loss_mask: 0.6793, decode.d7.loss_dice: 1.0476, decode.d8.loss_cls: 0.7595, decode.d8.loss_mask: 0.6790, decode.d8.loss_dice: 1.0527, loss: 27.7986 2022-04-26 07:10:36,647 - mmseg - INFO - Iter [21050/160000] lr: 1.247e-06, eta: 1 day, 19:15:13, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7151, decode.loss_mask: 0.6825, decode.loss_dice: 1.0284, decode.d0.loss_cls: 2.9938, decode.d0.loss_mask: 0.7208, decode.d0.loss_dice: 1.1971, decode.d1.loss_cls: 0.8550, decode.d1.loss_mask: 0.7148, decode.d1.loss_dice: 1.0950, decode.d2.loss_cls: 0.7765, decode.d2.loss_mask: 0.6938, decode.d2.loss_dice: 1.0509, decode.d3.loss_cls: 0.7384, decode.d3.loss_mask: 0.6874, decode.d3.loss_dice: 1.0305, decode.d4.loss_cls: 0.7280, decode.d4.loss_mask: 0.6861, decode.d4.loss_dice: 1.0326, decode.d5.loss_cls: 0.7164, decode.d5.loss_mask: 0.6824, decode.d5.loss_dice: 1.0328, decode.d6.loss_cls: 0.7096, decode.d6.loss_mask: 0.6893, decode.d6.loss_dice: 1.0235, decode.d7.loss_cls: 0.7134, decode.d7.loss_mask: 0.6904, decode.d7.loss_dice: 1.0307, decode.d8.loss_cls: 0.7080, decode.d8.loss_mask: 0.6860, decode.d8.loss_dice: 1.0253, loss: 27.1343 2022-04-26 07:11:31,228 - mmseg - INFO - Iter [21100/160000] lr: 1.246e-06, eta: 1 day, 19:14:07, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7357, decode.loss_mask: 0.6948, decode.loss_dice: 1.0529, decode.d0.loss_cls: 2.9518, decode.d0.loss_mask: 0.7223, decode.d0.loss_dice: 1.2337, decode.d1.loss_cls: 0.8699, decode.d1.loss_mask: 0.7148, decode.d1.loss_dice: 1.1326, decode.d2.loss_cls: 0.7870, decode.d2.loss_mask: 0.6994, decode.d2.loss_dice: 1.0862, decode.d3.loss_cls: 0.7592, decode.d3.loss_mask: 0.6920, decode.d3.loss_dice: 1.0620, decode.d4.loss_cls: 0.7498, decode.d4.loss_mask: 0.6888, decode.d4.loss_dice: 1.0628, decode.d5.loss_cls: 0.7367, decode.d5.loss_mask: 0.6949, decode.d5.loss_dice: 1.0548, decode.d6.loss_cls: 0.7282, decode.d6.loss_mask: 0.6965, decode.d6.loss_dice: 1.0516, decode.d7.loss_cls: 0.7265, decode.d7.loss_mask: 0.6974, decode.d7.loss_dice: 1.0567, decode.d8.loss_cls: 0.7268, decode.d8.loss_mask: 0.6984, decode.d8.loss_dice: 1.0533, loss: 27.6176 2022-04-26 07:12:26,931 - mmseg - INFO - Iter [21150/160000] lr: 1.246e-06, eta: 1 day, 19:13:09, time: 1.114, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7168, decode.loss_mask: 0.6774, decode.loss_dice: 1.0124, decode.d0.loss_cls: 2.9914, decode.d0.loss_mask: 0.7203, decode.d0.loss_dice: 1.1940, decode.d1.loss_cls: 0.8493, decode.d1.loss_mask: 0.7035, decode.d1.loss_dice: 1.0925, decode.d2.loss_cls: 0.7672, decode.d2.loss_mask: 0.6894, decode.d2.loss_dice: 1.0449, decode.d3.loss_cls: 0.7334, decode.d3.loss_mask: 0.6766, decode.d3.loss_dice: 1.0251, decode.d4.loss_cls: 0.7194, decode.d4.loss_mask: 0.6810, decode.d4.loss_dice: 1.0267, decode.d5.loss_cls: 0.7127, decode.d5.loss_mask: 0.6757, decode.d5.loss_dice: 1.0209, decode.d6.loss_cls: 0.7089, decode.d6.loss_mask: 0.6796, decode.d6.loss_dice: 1.0119, decode.d7.loss_cls: 0.7162, decode.d7.loss_mask: 0.6768, decode.d7.loss_dice: 1.0181, decode.d8.loss_cls: 0.7184, decode.d8.loss_mask: 0.6764, decode.d8.loss_dice: 1.0203, loss: 26.9572 2022-04-26 07:13:22,299 - mmseg - INFO - Iter [21200/160000] lr: 1.246e-06, eta: 1 day, 19:12:09, time: 1.107, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7133, decode.loss_mask: 0.6694, decode.loss_dice: 0.9937, decode.d0.loss_cls: 2.9820, decode.d0.loss_mask: 0.7072, decode.d0.loss_dice: 1.1593, decode.d1.loss_cls: 0.8425, decode.d1.loss_mask: 0.6948, decode.d1.loss_dice: 1.0717, decode.d2.loss_cls: 0.7622, decode.d2.loss_mask: 0.6782, decode.d2.loss_dice: 1.0222, decode.d3.loss_cls: 0.7352, decode.d3.loss_mask: 0.6691, decode.d3.loss_dice: 0.9963, decode.d4.loss_cls: 0.7212, decode.d4.loss_mask: 0.6724, decode.d4.loss_dice: 0.9998, decode.d5.loss_cls: 0.7141, decode.d5.loss_mask: 0.6724, decode.d5.loss_dice: 0.9932, decode.d6.loss_cls: 0.7098, decode.d6.loss_mask: 0.6693, decode.d6.loss_dice: 0.9928, decode.d7.loss_cls: 0.7102, decode.d7.loss_mask: 0.6714, decode.d7.loss_dice: 0.9980, decode.d8.loss_cls: 0.7101, decode.d8.loss_mask: 0.6724, decode.d8.loss_dice: 0.9947, loss: 26.5991 2022-04-26 07:14:18,202 - mmseg - INFO - Iter [21250/160000] lr: 1.245e-06, eta: 1 day, 19:11:12, time: 1.118, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7011, decode.loss_mask: 0.6855, decode.loss_dice: 1.0127, decode.d0.loss_cls: 2.9241, decode.d0.loss_mask: 0.7216, decode.d0.loss_dice: 1.2081, decode.d1.loss_cls: 0.8327, decode.d1.loss_mask: 0.7106, decode.d1.loss_dice: 1.1024, decode.d2.loss_cls: 0.7605, decode.d2.loss_mask: 0.6997, decode.d2.loss_dice: 1.0550, decode.d3.loss_cls: 0.7192, decode.d3.loss_mask: 0.6975, decode.d3.loss_dice: 1.0297, decode.d4.loss_cls: 0.7147, decode.d4.loss_mask: 0.6917, decode.d4.loss_dice: 1.0338, decode.d5.loss_cls: 0.7042, decode.d5.loss_mask: 0.6913, decode.d5.loss_dice: 1.0214, decode.d6.loss_cls: 0.7021, decode.d6.loss_mask: 0.6836, decode.d6.loss_dice: 1.0109, decode.d7.loss_cls: 0.7000, decode.d7.loss_mask: 0.6862, decode.d7.loss_dice: 1.0184, decode.d8.loss_cls: 0.6957, decode.d8.loss_mask: 0.6863, decode.d8.loss_dice: 1.0165, loss: 26.9172 2022-04-26 07:15:13,043 - mmseg - INFO - Iter [21300/160000] lr: 1.245e-06, eta: 1 day, 19:10:08, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7576, decode.loss_mask: 0.7206, decode.loss_dice: 1.0623, decode.d0.loss_cls: 2.9982, decode.d0.loss_mask: 0.7474, decode.d0.loss_dice: 1.2286, decode.d1.loss_cls: 0.8969, decode.d1.loss_mask: 0.7371, decode.d1.loss_dice: 1.1345, decode.d2.loss_cls: 0.7923, decode.d2.loss_mask: 0.7265, decode.d2.loss_dice: 1.0876, decode.d3.loss_cls: 0.7666, decode.d3.loss_mask: 0.7190, decode.d3.loss_dice: 1.0623, decode.d4.loss_cls: 0.7602, decode.d4.loss_mask: 0.7184, decode.d4.loss_dice: 1.0669, decode.d5.loss_cls: 0.7445, decode.d5.loss_mask: 0.7203, decode.d5.loss_dice: 1.0637, decode.d6.loss_cls: 0.7616, decode.d6.loss_mask: 0.7185, decode.d6.loss_dice: 1.0556, decode.d7.loss_cls: 0.7610, decode.d7.loss_mask: 0.7228, decode.d7.loss_dice: 1.0629, decode.d8.loss_cls: 0.7571, decode.d8.loss_mask: 0.7213, decode.d8.loss_dice: 1.0606, loss: 28.1328 2022-04-26 07:16:07,855 - mmseg - INFO - Iter [21350/160000] lr: 1.244e-06, eta: 1 day, 19:09:04, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7169, decode.loss_mask: 0.6843, decode.loss_dice: 1.0359, decode.d0.loss_cls: 2.8567, decode.d0.loss_mask: 0.7194, decode.d0.loss_dice: 1.1978, decode.d1.loss_cls: 0.8317, decode.d1.loss_mask: 0.7084, decode.d1.loss_dice: 1.1051, decode.d2.loss_cls: 0.7536, decode.d2.loss_mask: 0.6942, decode.d2.loss_dice: 1.0620, decode.d3.loss_cls: 0.7279, decode.d3.loss_mask: 0.6865, decode.d3.loss_dice: 1.0360, decode.d4.loss_cls: 0.7118, decode.d4.loss_mask: 0.6879, decode.d4.loss_dice: 1.0346, decode.d5.loss_cls: 0.7085, decode.d5.loss_mask: 0.6851, decode.d5.loss_dice: 1.0386, decode.d6.loss_cls: 0.7039, decode.d6.loss_mask: 0.6876, decode.d6.loss_dice: 1.0331, decode.d7.loss_cls: 0.7029, decode.d7.loss_mask: 0.6871, decode.d7.loss_dice: 1.0340, decode.d8.loss_cls: 0.7074, decode.d8.loss_mask: 0.6816, decode.d8.loss_dice: 1.0331, loss: 26.9535 2022-04-26 07:17:03,219 - mmseg - INFO - Iter [21400/160000] lr: 1.244e-06, eta: 1 day, 19:08:04, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6801, decode.loss_mask: 0.6776, decode.loss_dice: 1.0108, decode.d0.loss_cls: 2.9153, decode.d0.loss_mask: 0.7091, decode.d0.loss_dice: 1.1843, decode.d1.loss_cls: 0.8188, decode.d1.loss_mask: 0.6895, decode.d1.loss_dice: 1.0896, decode.d2.loss_cls: 0.7332, decode.d2.loss_mask: 0.6819, decode.d2.loss_dice: 1.0465, decode.d3.loss_cls: 0.7037, decode.d3.loss_mask: 0.6774, decode.d3.loss_dice: 1.0287, decode.d4.loss_cls: 0.6941, decode.d4.loss_mask: 0.6736, decode.d4.loss_dice: 1.0248, decode.d5.loss_cls: 0.6927, decode.d5.loss_mask: 0.6776, decode.d5.loss_dice: 1.0186, decode.d6.loss_cls: 0.6771, decode.d6.loss_mask: 0.6788, decode.d6.loss_dice: 1.0132, decode.d7.loss_cls: 0.6875, decode.d7.loss_mask: 0.6727, decode.d7.loss_dice: 1.0130, decode.d8.loss_cls: 0.6804, decode.d8.loss_mask: 0.6758, decode.d8.loss_dice: 1.0180, loss: 26.5446 2022-04-26 07:17:57,879 - mmseg - INFO - Iter [21450/160000] lr: 1.243e-06, eta: 1 day, 19:06:59, time: 1.095, data_time: 0.019, memory: 64049, decode.loss_cls: 0.7081, decode.loss_mask: 0.7047, decode.loss_dice: 1.0298, decode.d0.loss_cls: 2.9523, decode.d0.loss_mask: 0.7246, decode.d0.loss_dice: 1.2117, decode.d1.loss_cls: 0.8502, decode.d1.loss_mask: 0.7179, decode.d1.loss_dice: 1.1067, decode.d2.loss_cls: 0.7579, decode.d2.loss_mask: 0.7067, decode.d2.loss_dice: 1.0688, decode.d3.loss_cls: 0.7275, decode.d3.loss_mask: 0.6998, decode.d3.loss_dice: 1.0385, decode.d4.loss_cls: 0.7097, decode.d4.loss_mask: 0.7019, decode.d4.loss_dice: 1.0470, decode.d5.loss_cls: 0.7074, decode.d5.loss_mask: 0.6997, decode.d5.loss_dice: 1.0467, decode.d6.loss_cls: 0.6990, decode.d6.loss_mask: 0.7017, decode.d6.loss_dice: 1.0327, decode.d7.loss_cls: 0.6970, decode.d7.loss_mask: 0.7005, decode.d7.loss_dice: 1.0366, decode.d8.loss_cls: 0.7079, decode.d8.loss_mask: 0.7003, decode.d8.loss_dice: 1.0373, loss: 27.2305 2022-04-26 07:18:55,962 - mmseg - INFO - Iter [21500/160000] lr: 1.243e-06, eta: 1 day, 19:06:17, time: 1.162, data_time: 0.068, memory: 64049, decode.loss_cls: 0.7216, decode.loss_mask: 0.6905, decode.loss_dice: 1.0458, decode.d0.loss_cls: 2.9130, decode.d0.loss_mask: 0.7166, decode.d0.loss_dice: 1.2164, decode.d1.loss_cls: 0.8795, decode.d1.loss_mask: 0.7083, decode.d1.loss_dice: 1.1115, decode.d2.loss_cls: 0.7911, decode.d2.loss_mask: 0.6892, decode.d2.loss_dice: 1.0745, decode.d3.loss_cls: 0.7649, decode.d3.loss_mask: 0.6888, decode.d3.loss_dice: 1.0483, decode.d4.loss_cls: 0.7473, decode.d4.loss_mask: 0.6877, decode.d4.loss_dice: 1.0551, decode.d5.loss_cls: 0.7333, decode.d5.loss_mask: 0.6861, decode.d5.loss_dice: 1.0477, decode.d6.loss_cls: 0.7292, decode.d6.loss_mask: 0.6868, decode.d6.loss_dice: 1.0396, decode.d7.loss_cls: 0.7213, decode.d7.loss_mask: 0.6880, decode.d7.loss_dice: 1.0438, decode.d8.loss_cls: 0.7220, decode.d8.loss_mask: 0.6881, decode.d8.loss_dice: 1.0489, loss: 27.3849 2022-04-26 07:19:51,890 - mmseg - INFO - Iter [21550/160000] lr: 1.242e-06, eta: 1 day, 19:05:20, time: 1.119, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6846, decode.loss_mask: 0.6509, decode.loss_dice: 0.9976, decode.d0.loss_cls: 2.9926, decode.d0.loss_mask: 0.6835, decode.d0.loss_dice: 1.1793, decode.d1.loss_cls: 0.8359, decode.d1.loss_mask: 0.6743, decode.d1.loss_dice: 1.0731, decode.d2.loss_cls: 0.7405, decode.d2.loss_mask: 0.6615, decode.d2.loss_dice: 1.0289, decode.d3.loss_cls: 0.7116, decode.d3.loss_mask: 0.6545, decode.d3.loss_dice: 1.0065, decode.d4.loss_cls: 0.7107, decode.d4.loss_mask: 0.6516, decode.d4.loss_dice: 1.0103, decode.d5.loss_cls: 0.6994, decode.d5.loss_mask: 0.6472, decode.d5.loss_dice: 1.0016, decode.d6.loss_cls: 0.6931, decode.d6.loss_mask: 0.6463, decode.d6.loss_dice: 0.9926, decode.d7.loss_cls: 0.6888, decode.d7.loss_mask: 0.6459, decode.d7.loss_dice: 0.9958, decode.d8.loss_cls: 0.6836, decode.d8.loss_mask: 0.6501, decode.d8.loss_dice: 0.9940, loss: 26.2862 2022-04-26 07:20:46,708 - mmseg - INFO - Iter [21600/160000] lr: 1.242e-06, eta: 1 day, 19:04:16, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7221, decode.loss_mask: 0.6647, decode.loss_dice: 0.9996, decode.d0.loss_cls: 2.9690, decode.d0.loss_mask: 0.6918, decode.d0.loss_dice: 1.1832, decode.d1.loss_cls: 0.8735, decode.d1.loss_mask: 0.6852, decode.d1.loss_dice: 1.0843, decode.d2.loss_cls: 0.7887, decode.d2.loss_mask: 0.6709, decode.d2.loss_dice: 1.0350, decode.d3.loss_cls: 0.7485, decode.d3.loss_mask: 0.6653, decode.d3.loss_dice: 1.0105, decode.d4.loss_cls: 0.7352, decode.d4.loss_mask: 0.6620, decode.d4.loss_dice: 1.0160, decode.d5.loss_cls: 0.7245, decode.d5.loss_mask: 0.6666, decode.d5.loss_dice: 1.0103, decode.d6.loss_cls: 0.7202, decode.d6.loss_mask: 0.6631, decode.d6.loss_dice: 0.9966, decode.d7.loss_cls: 0.7174, decode.d7.loss_mask: 0.6607, decode.d7.loss_dice: 0.9976, decode.d8.loss_cls: 0.7151, decode.d8.loss_mask: 0.6647, decode.d8.loss_dice: 0.9995, loss: 26.7420 2022-04-26 07:21:41,874 - mmseg - INFO - Iter [21650/160000] lr: 1.242e-06, eta: 1 day, 19:03:15, time: 1.103, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6664, decode.loss_mask: 0.6784, decode.loss_dice: 0.9965, decode.d0.loss_cls: 2.9222, decode.d0.loss_mask: 0.7124, decode.d0.loss_dice: 1.1614, decode.d1.loss_cls: 0.8208, decode.d1.loss_mask: 0.6960, decode.d1.loss_dice: 1.0668, decode.d2.loss_cls: 0.7321, decode.d2.loss_mask: 0.6858, decode.d2.loss_dice: 1.0270, decode.d3.loss_cls: 0.6972, decode.d3.loss_mask: 0.6825, decode.d3.loss_dice: 1.0002, decode.d4.loss_cls: 0.6831, decode.d4.loss_mask: 0.6780, decode.d4.loss_dice: 1.0001, decode.d5.loss_cls: 0.6781, decode.d5.loss_mask: 0.6737, decode.d5.loss_dice: 1.0004, decode.d6.loss_cls: 0.6679, decode.d6.loss_mask: 0.6767, decode.d6.loss_dice: 0.9938, decode.d7.loss_cls: 0.6748, decode.d7.loss_mask: 0.6731, decode.d7.loss_dice: 0.9970, decode.d8.loss_cls: 0.6598, decode.d8.loss_mask: 0.6752, decode.d8.loss_dice: 0.9938, loss: 26.2710 2022-04-26 07:22:36,715 - mmseg - INFO - Iter [21700/160000] lr: 1.241e-06, eta: 1 day, 19:02:11, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7007, decode.loss_mask: 0.6997, decode.loss_dice: 1.0150, decode.d0.loss_cls: 2.9683, decode.d0.loss_mask: 0.7325, decode.d0.loss_dice: 1.1788, decode.d1.loss_cls: 0.8351, decode.d1.loss_mask: 0.7264, decode.d1.loss_dice: 1.0863, decode.d2.loss_cls: 0.7477, decode.d2.loss_mask: 0.7133, decode.d2.loss_dice: 1.0459, decode.d3.loss_cls: 0.7202, decode.d3.loss_mask: 0.7062, decode.d3.loss_dice: 1.0200, decode.d4.loss_cls: 0.7047, decode.d4.loss_mask: 0.7091, decode.d4.loss_dice: 1.0222, decode.d5.loss_cls: 0.7044, decode.d5.loss_mask: 0.7070, decode.d5.loss_dice: 1.0215, decode.d6.loss_cls: 0.6998, decode.d6.loss_mask: 0.7026, decode.d6.loss_dice: 1.0162, decode.d7.loss_cls: 0.7021, decode.d7.loss_mask: 0.7013, decode.d7.loss_dice: 1.0171, decode.d8.loss_cls: 0.7088, decode.d8.loss_mask: 0.7002, decode.d8.loss_dice: 1.0185, loss: 27.0315 2022-04-26 07:23:32,319 - mmseg - INFO - Iter [21750/160000] lr: 1.241e-06, eta: 1 day, 19:01:13, time: 1.112, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6754, decode.loss_mask: 0.6862, decode.loss_dice: 1.0287, decode.d0.loss_cls: 2.9158, decode.d0.loss_mask: 0.7180, decode.d0.loss_dice: 1.1924, decode.d1.loss_cls: 0.8193, decode.d1.loss_mask: 0.7003, decode.d1.loss_dice: 1.0927, decode.d2.loss_cls: 0.7323, decode.d2.loss_mask: 0.6914, decode.d2.loss_dice: 1.0605, decode.d3.loss_cls: 0.7078, decode.d3.loss_mask: 0.6860, decode.d3.loss_dice: 1.0328, decode.d4.loss_cls: 0.6838, decode.d4.loss_mask: 0.6888, decode.d4.loss_dice: 1.0355, decode.d5.loss_cls: 0.6930, decode.d5.loss_mask: 0.6873, decode.d5.loss_dice: 1.0295, decode.d6.loss_cls: 0.6800, decode.d6.loss_mask: 0.6878, decode.d6.loss_dice: 1.0242, decode.d7.loss_cls: 0.6744, decode.d7.loss_mask: 0.6890, decode.d7.loss_dice: 1.0244, decode.d8.loss_cls: 0.6754, decode.d8.loss_mask: 0.6867, decode.d8.loss_dice: 1.0242, loss: 26.7234 2022-04-26 07:24:27,677 - mmseg - INFO - Iter [21800/160000] lr: 1.240e-06, eta: 1 day, 19:00:13, time: 1.107, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7400, decode.loss_mask: 0.6871, decode.loss_dice: 1.0346, decode.d0.loss_cls: 2.9615, decode.d0.loss_mask: 0.7283, decode.d0.loss_dice: 1.2158, decode.d1.loss_cls: 0.8758, decode.d1.loss_mask: 0.7132, decode.d1.loss_dice: 1.1117, decode.d2.loss_cls: 0.7916, decode.d2.loss_mask: 0.7053, decode.d2.loss_dice: 1.0629, decode.d3.loss_cls: 0.7611, decode.d3.loss_mask: 0.6919, decode.d3.loss_dice: 1.0504, decode.d4.loss_cls: 0.7513, decode.d4.loss_mask: 0.6934, decode.d4.loss_dice: 1.0473, decode.d5.loss_cls: 0.7451, decode.d5.loss_mask: 0.6943, decode.d5.loss_dice: 1.0404, decode.d6.loss_cls: 0.7388, decode.d6.loss_mask: 0.6890, decode.d6.loss_dice: 1.0311, decode.d7.loss_cls: 0.7347, decode.d7.loss_mask: 0.6908, decode.d7.loss_dice: 1.0363, decode.d8.loss_cls: 0.7295, decode.d8.loss_mask: 0.6867, decode.d8.loss_dice: 1.0394, loss: 27.4794 2022-04-26 07:25:22,507 - mmseg - INFO - Iter [21850/160000] lr: 1.240e-06, eta: 1 day, 18:59:09, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7128, decode.loss_mask: 0.6943, decode.loss_dice: 1.0125, decode.d0.loss_cls: 2.8752, decode.d0.loss_mask: 0.7352, decode.d0.loss_dice: 1.1852, decode.d1.loss_cls: 0.8502, decode.d1.loss_mask: 0.7178, decode.d1.loss_dice: 1.0876, decode.d2.loss_cls: 0.7768, decode.d2.loss_mask: 0.6995, decode.d2.loss_dice: 1.0417, decode.d3.loss_cls: 0.7316, decode.d3.loss_mask: 0.6944, decode.d3.loss_dice: 1.0154, decode.d4.loss_cls: 0.7242, decode.d4.loss_mask: 0.6901, decode.d4.loss_dice: 1.0198, decode.d5.loss_cls: 0.7173, decode.d5.loss_mask: 0.6918, decode.d5.loss_dice: 1.0186, decode.d6.loss_cls: 0.7177, decode.d6.loss_mask: 0.6945, decode.d6.loss_dice: 1.0090, decode.d7.loss_cls: 0.7058, decode.d7.loss_mask: 0.6978, decode.d7.loss_dice: 1.0134, decode.d8.loss_cls: 0.7127, decode.d8.loss_mask: 0.6992, decode.d8.loss_dice: 1.0099, loss: 26.9522 2022-04-26 07:26:17,652 - mmseg - INFO - Iter [21900/160000] lr: 1.239e-06, eta: 1 day, 18:58:08, time: 1.103, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6848, decode.loss_mask: 0.6709, decode.loss_dice: 1.0588, decode.d0.loss_cls: 2.9601, decode.d0.loss_mask: 0.6977, decode.d0.loss_dice: 1.2235, decode.d1.loss_cls: 0.8402, decode.d1.loss_mask: 0.6907, decode.d1.loss_dice: 1.1336, decode.d2.loss_cls: 0.7482, decode.d2.loss_mask: 0.6816, decode.d2.loss_dice: 1.0888, decode.d3.loss_cls: 0.7103, decode.d3.loss_mask: 0.6732, decode.d3.loss_dice: 1.0680, decode.d4.loss_cls: 0.7106, decode.d4.loss_mask: 0.6660, decode.d4.loss_dice: 1.0649, decode.d5.loss_cls: 0.6934, decode.d5.loss_mask: 0.6638, decode.d5.loss_dice: 1.0657, decode.d6.loss_cls: 0.6909, decode.d6.loss_mask: 0.6686, decode.d6.loss_dice: 1.0565, decode.d7.loss_cls: 0.6848, decode.d7.loss_mask: 0.6695, decode.d7.loss_dice: 1.0534, decode.d8.loss_cls: 0.6911, decode.d8.loss_mask: 0.6674, decode.d8.loss_dice: 1.0599, loss: 27.0370 2022-04-26 07:27:12,498 - mmseg - INFO - Iter [21950/160000] lr: 1.239e-06, eta: 1 day, 18:57:04, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6812, decode.loss_mask: 0.6751, decode.loss_dice: 0.9914, decode.d0.loss_cls: 2.8719, decode.d0.loss_mask: 0.7122, decode.d0.loss_dice: 1.1599, decode.d1.loss_cls: 0.8284, decode.d1.loss_mask: 0.6971, decode.d1.loss_dice: 1.0655, decode.d2.loss_cls: 0.7448, decode.d2.loss_mask: 0.6834, decode.d2.loss_dice: 1.0181, decode.d3.loss_cls: 0.7060, decode.d3.loss_mask: 0.6793, decode.d3.loss_dice: 0.9956, decode.d4.loss_cls: 0.6983, decode.d4.loss_mask: 0.6783, decode.d4.loss_dice: 1.0022, decode.d5.loss_cls: 0.6931, decode.d5.loss_mask: 0.6781, decode.d5.loss_dice: 0.9919, decode.d6.loss_cls: 0.6920, decode.d6.loss_mask: 0.6708, decode.d6.loss_dice: 0.9858, decode.d7.loss_cls: 0.6847, decode.d7.loss_mask: 0.6730, decode.d7.loss_dice: 0.9871, decode.d8.loss_cls: 0.6875, decode.d8.loss_mask: 0.6676, decode.d8.loss_dice: 0.9862, loss: 26.2860 2022-04-26 07:28:06,957 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 07:28:06,959 - mmseg - INFO - Iter [22000/160000] lr: 1.238e-06, eta: 1 day, 18:55:59, time: 1.089, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7146, decode.loss_mask: 0.6847, decode.loss_dice: 1.0344, decode.d0.loss_cls: 2.9312, decode.d0.loss_mask: 0.7143, decode.d0.loss_dice: 1.2084, decode.d1.loss_cls: 0.8639, decode.d1.loss_mask: 0.6978, decode.d1.loss_dice: 1.0895, decode.d2.loss_cls: 0.7688, decode.d2.loss_mask: 0.6864, decode.d2.loss_dice: 1.0517, decode.d3.loss_cls: 0.7406, decode.d3.loss_mask: 0.6825, decode.d3.loss_dice: 1.0421, decode.d4.loss_cls: 0.7241, decode.d4.loss_mask: 0.6838, decode.d4.loss_dice: 1.0411, decode.d5.loss_cls: 0.7220, decode.d5.loss_mask: 0.6842, decode.d5.loss_dice: 1.0350, decode.d6.loss_cls: 0.7148, decode.d6.loss_mask: 0.6839, decode.d6.loss_dice: 1.0306, decode.d7.loss_cls: 0.7068, decode.d7.loss_mask: 0.6833, decode.d7.loss_dice: 1.0301, decode.d8.loss_cls: 0.7124, decode.d8.loss_mask: 0.6832, decode.d8.loss_dice: 1.0326, loss: 27.0788 2022-04-26 07:29:00,839 - mmseg - INFO - Iter [22050/160000] lr: 1.238e-06, eta: 1 day, 18:54:49, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7087, decode.loss_mask: 0.6825, decode.loss_dice: 1.0206, decode.d0.loss_cls: 2.9076, decode.d0.loss_mask: 0.7251, decode.d0.loss_dice: 1.1924, decode.d1.loss_cls: 0.8491, decode.d1.loss_mask: 0.7083, decode.d1.loss_dice: 1.0832, decode.d2.loss_cls: 0.7584, decode.d2.loss_mask: 0.6888, decode.d2.loss_dice: 1.0383, decode.d3.loss_cls: 0.7235, decode.d3.loss_mask: 0.6828, decode.d3.loss_dice: 1.0274, decode.d4.loss_cls: 0.7167, decode.d4.loss_mask: 0.6846, decode.d4.loss_dice: 1.0279, decode.d5.loss_cls: 0.7108, decode.d5.loss_mask: 0.6832, decode.d5.loss_dice: 1.0241, decode.d6.loss_cls: 0.7070, decode.d6.loss_mask: 0.6846, decode.d6.loss_dice: 1.0162, decode.d7.loss_cls: 0.7074, decode.d7.loss_mask: 0.6862, decode.d7.loss_dice: 1.0137, decode.d8.loss_cls: 0.7166, decode.d8.loss_mask: 0.6804, decode.d8.loss_dice: 1.0134, loss: 26.8694 2022-04-26 07:29:55,497 - mmseg - INFO - Iter [22100/160000] lr: 1.237e-06, eta: 1 day, 18:53:45, time: 1.093, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6929, decode.loss_mask: 0.6806, decode.loss_dice: 1.0311, decode.d0.loss_cls: 2.8983, decode.d0.loss_mask: 0.7257, decode.d0.loss_dice: 1.1976, decode.d1.loss_cls: 0.8215, decode.d1.loss_mask: 0.7050, decode.d1.loss_dice: 1.1025, decode.d2.loss_cls: 0.7543, decode.d2.loss_mask: 0.6883, decode.d2.loss_dice: 1.0567, decode.d3.loss_cls: 0.7156, decode.d3.loss_mask: 0.6870, decode.d3.loss_dice: 1.0445, decode.d4.loss_cls: 0.7069, decode.d4.loss_mask: 0.6798, decode.d4.loss_dice: 1.0347, decode.d5.loss_cls: 0.6975, decode.d5.loss_mask: 0.6820, decode.d5.loss_dice: 1.0384, decode.d6.loss_cls: 0.6921, decode.d6.loss_mask: 0.6813, decode.d6.loss_dice: 1.0288, decode.d7.loss_cls: 0.6943, decode.d7.loss_mask: 0.6769, decode.d7.loss_dice: 1.0363, decode.d8.loss_cls: 0.6921, decode.d8.loss_mask: 0.6804, decode.d8.loss_dice: 1.0312, loss: 26.8545 2022-04-26 07:30:50,350 - mmseg - INFO - Iter [22150/160000] lr: 1.237e-06, eta: 1 day, 18:52:41, time: 1.095, data_time: 0.015, memory: 64049, decode.loss_cls: 0.7280, decode.loss_mask: 0.6810, decode.loss_dice: 1.0427, decode.d0.loss_cls: 2.8981, decode.d0.loss_mask: 0.7218, decode.d0.loss_dice: 1.2095, decode.d1.loss_cls: 0.8561, decode.d1.loss_mask: 0.6981, decode.d1.loss_dice: 1.1031, decode.d2.loss_cls: 0.7736, decode.d2.loss_mask: 0.6853, decode.d2.loss_dice: 1.0650, decode.d3.loss_cls: 0.7478, decode.d3.loss_mask: 0.6804, decode.d3.loss_dice: 1.0448, decode.d4.loss_cls: 0.7424, decode.d4.loss_mask: 0.6815, decode.d4.loss_dice: 1.0499, decode.d5.loss_cls: 0.7329, decode.d5.loss_mask: 0.6802, decode.d5.loss_dice: 1.0473, decode.d6.loss_cls: 0.7202, decode.d6.loss_mask: 0.6833, decode.d6.loss_dice: 1.0424, decode.d7.loss_cls: 0.7217, decode.d7.loss_mask: 0.6851, decode.d7.loss_dice: 1.0478, decode.d8.loss_cls: 0.7243, decode.d8.loss_mask: 0.6827, decode.d8.loss_dice: 1.0444, loss: 27.2215 2022-04-26 07:31:45,152 - mmseg - INFO - Iter [22200/160000] lr: 1.237e-06, eta: 1 day, 18:51:39, time: 1.098, data_time: 0.019, memory: 64049, decode.loss_cls: 0.6948, decode.loss_mask: 0.6940, decode.loss_dice: 1.0469, decode.d0.loss_cls: 2.8722, decode.d0.loss_mask: 0.7257, decode.d0.loss_dice: 1.2083, decode.d1.loss_cls: 0.8280, decode.d1.loss_mask: 0.7206, decode.d1.loss_dice: 1.1139, decode.d2.loss_cls: 0.7472, decode.d2.loss_mask: 0.7087, decode.d2.loss_dice: 1.0778, decode.d3.loss_cls: 0.7118, decode.d3.loss_mask: 0.7030, decode.d3.loss_dice: 1.0599, decode.d4.loss_cls: 0.7147, decode.d4.loss_mask: 0.6985, decode.d4.loss_dice: 1.0541, decode.d5.loss_cls: 0.7111, decode.d5.loss_mask: 0.7002, decode.d5.loss_dice: 1.0475, decode.d6.loss_cls: 0.7009, decode.d6.loss_mask: 0.6955, decode.d6.loss_dice: 1.0452, decode.d7.loss_cls: 0.7044, decode.d7.loss_mask: 0.6966, decode.d7.loss_dice: 1.0471, decode.d8.loss_cls: 0.7024, decode.d8.loss_mask: 0.7000, decode.d8.loss_dice: 1.0508, loss: 27.1818 2022-04-26 07:32:40,052 - mmseg - INFO - Iter [22250/160000] lr: 1.236e-06, eta: 1 day, 18:50:36, time: 1.098, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7066, decode.loss_mask: 0.6865, decode.loss_dice: 1.0234, decode.d0.loss_cls: 2.9406, decode.d0.loss_mask: 0.7242, decode.d0.loss_dice: 1.2012, decode.d1.loss_cls: 0.8267, decode.d1.loss_mask: 0.7154, decode.d1.loss_dice: 1.1064, decode.d2.loss_cls: 0.7462, decode.d2.loss_mask: 0.6998, decode.d2.loss_dice: 1.0580, decode.d3.loss_cls: 0.7167, decode.d3.loss_mask: 0.6964, decode.d3.loss_dice: 1.0354, decode.d4.loss_cls: 0.7148, decode.d4.loss_mask: 0.6919, decode.d4.loss_dice: 1.0325, decode.d5.loss_cls: 0.7065, decode.d5.loss_mask: 0.6899, decode.d5.loss_dice: 1.0276, decode.d6.loss_cls: 0.7068, decode.d6.loss_mask: 0.6891, decode.d6.loss_dice: 1.0222, decode.d7.loss_cls: 0.6989, decode.d7.loss_mask: 0.6898, decode.d7.loss_dice: 1.0167, decode.d8.loss_cls: 0.6944, decode.d8.loss_mask: 0.6888, decode.d8.loss_dice: 1.0193, loss: 26.9728 2022-04-26 07:33:35,214 - mmseg - INFO - Iter [22300/160000] lr: 1.236e-06, eta: 1 day, 18:49:35, time: 1.103, data_time: 0.018, memory: 64049, decode.loss_cls: 0.6997, decode.loss_mask: 0.6946, decode.loss_dice: 1.0244, decode.d0.loss_cls: 2.9427, decode.d0.loss_mask: 0.7184, decode.d0.loss_dice: 1.1894, decode.d1.loss_cls: 0.8348, decode.d1.loss_mask: 0.7142, decode.d1.loss_dice: 1.0949, decode.d2.loss_cls: 0.7581, decode.d2.loss_mask: 0.6963, decode.d2.loss_dice: 1.0514, decode.d3.loss_cls: 0.7181, decode.d3.loss_mask: 0.6869, decode.d3.loss_dice: 1.0324, decode.d4.loss_cls: 0.7011, decode.d4.loss_mask: 0.6879, decode.d4.loss_dice: 1.0429, decode.d5.loss_cls: 0.7111, decode.d5.loss_mask: 0.6867, decode.d5.loss_dice: 1.0284, decode.d6.loss_cls: 0.6953, decode.d6.loss_mask: 0.6918, decode.d6.loss_dice: 1.0279, decode.d7.loss_cls: 0.7089, decode.d7.loss_mask: 0.6930, decode.d7.loss_dice: 1.0260, decode.d8.loss_cls: 0.6994, decode.d8.loss_mask: 0.6892, decode.d8.loss_dice: 1.0281, loss: 26.9741 2022-04-26 07:34:29,673 - mmseg - INFO - Iter [22350/160000] lr: 1.235e-06, eta: 1 day, 18:48:30, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6595, decode.loss_mask: 0.7182, decode.loss_dice: 1.0099, decode.d0.loss_cls: 2.8722, decode.d0.loss_mask: 0.7536, decode.d0.loss_dice: 1.1789, decode.d1.loss_cls: 0.8172, decode.d1.loss_mask: 0.7419, decode.d1.loss_dice: 1.0813, decode.d2.loss_cls: 0.7409, decode.d2.loss_mask: 0.7287, decode.d2.loss_dice: 1.0379, decode.d3.loss_cls: 0.6839, decode.d3.loss_mask: 0.7208, decode.d3.loss_dice: 1.0194, decode.d4.loss_cls: 0.6833, decode.d4.loss_mask: 0.7211, decode.d4.loss_dice: 1.0139, decode.d5.loss_cls: 0.6743, decode.d5.loss_mask: 0.7172, decode.d5.loss_dice: 1.0124, decode.d6.loss_cls: 0.6653, decode.d6.loss_mask: 0.7156, decode.d6.loss_dice: 1.0024, decode.d7.loss_cls: 0.6607, decode.d7.loss_mask: 0.7188, decode.d7.loss_dice: 1.0112, decode.d8.loss_cls: 0.6673, decode.d8.loss_mask: 0.7180, decode.d8.loss_dice: 1.0082, loss: 26.7539 2022-04-26 07:35:24,524 - mmseg - INFO - Iter [22400/160000] lr: 1.235e-06, eta: 1 day, 18:47:27, time: 1.097, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6817, decode.loss_mask: 0.6859, decode.loss_dice: 1.0291, decode.d0.loss_cls: 2.8803, decode.d0.loss_mask: 0.7124, decode.d0.loss_dice: 1.1946, decode.d1.loss_cls: 0.7941, decode.d1.loss_mask: 0.7084, decode.d1.loss_dice: 1.0990, decode.d2.loss_cls: 0.7197, decode.d2.loss_mask: 0.6923, decode.d2.loss_dice: 1.0558, decode.d3.loss_cls: 0.6969, decode.d3.loss_mask: 0.6863, decode.d3.loss_dice: 1.0396, decode.d4.loss_cls: 0.6871, decode.d4.loss_mask: 0.6880, decode.d4.loss_dice: 1.0373, decode.d5.loss_cls: 0.6852, decode.d5.loss_mask: 0.6873, decode.d5.loss_dice: 1.0407, decode.d6.loss_cls: 0.6798, decode.d6.loss_mask: 0.6879, decode.d6.loss_dice: 1.0286, decode.d7.loss_cls: 0.6739, decode.d7.loss_mask: 0.6863, decode.d7.loss_dice: 1.0296, decode.d8.loss_cls: 0.6741, decode.d8.loss_mask: 0.6879, decode.d8.loss_dice: 1.0297, loss: 26.6794 2022-04-26 07:36:19,213 - mmseg - INFO - Iter [22450/160000] lr: 1.234e-06, eta: 1 day, 18:46:23, time: 1.094, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7071, decode.loss_mask: 0.6954, decode.loss_dice: 1.0458, decode.d0.loss_cls: 2.8403, decode.d0.loss_mask: 0.7189, decode.d0.loss_dice: 1.2158, decode.d1.loss_cls: 0.8342, decode.d1.loss_mask: 0.7161, decode.d1.loss_dice: 1.1211, decode.d2.loss_cls: 0.7605, decode.d2.loss_mask: 0.7016, decode.d2.loss_dice: 1.0735, decode.d3.loss_cls: 0.7242, decode.d3.loss_mask: 0.6935, decode.d3.loss_dice: 1.0521, decode.d4.loss_cls: 0.7217, decode.d4.loss_mask: 0.6957, decode.d4.loss_dice: 1.0565, decode.d5.loss_cls: 0.7124, decode.d5.loss_mask: 0.6950, decode.d5.loss_dice: 1.0567, decode.d6.loss_cls: 0.7007, decode.d6.loss_mask: 0.6946, decode.d6.loss_dice: 1.0468, decode.d7.loss_cls: 0.6999, decode.d7.loss_mask: 0.6935, decode.d7.loss_dice: 1.0493, decode.d8.loss_cls: 0.7063, decode.d8.loss_mask: 0.6959, decode.d8.loss_dice: 1.0461, loss: 27.1714 2022-04-26 07:37:13,574 - mmseg - INFO - Iter [22500/160000] lr: 1.234e-06, eta: 1 day, 18:45:17, time: 1.087, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7028, decode.loss_mask: 0.6590, decode.loss_dice: 1.0301, decode.d0.loss_cls: 2.8984, decode.d0.loss_mask: 0.6958, decode.d0.loss_dice: 1.2081, decode.d1.loss_cls: 0.8432, decode.d1.loss_mask: 0.6776, decode.d1.loss_dice: 1.1077, decode.d2.loss_cls: 0.7630, decode.d2.loss_mask: 0.6694, decode.d2.loss_dice: 1.0633, decode.d3.loss_cls: 0.7205, decode.d3.loss_mask: 0.6629, decode.d3.loss_dice: 1.0382, decode.d4.loss_cls: 0.7206, decode.d4.loss_mask: 0.6547, decode.d4.loss_dice: 1.0351, decode.d5.loss_cls: 0.7061, decode.d5.loss_mask: 0.6577, decode.d5.loss_dice: 1.0341, decode.d6.loss_cls: 0.7001, decode.d6.loss_mask: 0.6612, decode.d6.loss_dice: 1.0298, decode.d7.loss_cls: 0.6973, decode.d7.loss_mask: 0.6609, decode.d7.loss_dice: 1.0320, decode.d8.loss_cls: 0.7047, decode.d8.loss_mask: 0.6606, decode.d8.loss_dice: 1.0338, loss: 26.7286 2022-04-26 07:38:07,938 - mmseg - INFO - Iter [22550/160000] lr: 1.233e-06, eta: 1 day, 18:44:11, time: 1.087, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6646, decode.loss_mask: 0.7096, decode.loss_dice: 1.0534, decode.d0.loss_cls: 2.8375, decode.d0.loss_mask: 0.7293, decode.d0.loss_dice: 1.2121, decode.d1.loss_cls: 0.8045, decode.d1.loss_mask: 0.7261, decode.d1.loss_dice: 1.1179, decode.d2.loss_cls: 0.7214, decode.d2.loss_mask: 0.7115, decode.d2.loss_dice: 1.0764, decode.d3.loss_cls: 0.6792, decode.d3.loss_mask: 0.7071, decode.d3.loss_dice: 1.0605, decode.d4.loss_cls: 0.6747, decode.d4.loss_mask: 0.7066, decode.d4.loss_dice: 1.0529, decode.d5.loss_cls: 0.6791, decode.d5.loss_mask: 0.7071, decode.d5.loss_dice: 1.0529, decode.d6.loss_cls: 0.6687, decode.d6.loss_mask: 0.7092, decode.d6.loss_dice: 1.0492, decode.d7.loss_cls: 0.6676, decode.d7.loss_mask: 0.7088, decode.d7.loss_dice: 1.0450, decode.d8.loss_cls: 0.6706, decode.d8.loss_mask: 0.7101, decode.d8.loss_dice: 1.0496, loss: 26.9632 2022-04-26 07:39:02,112 - mmseg - INFO - Iter [22600/160000] lr: 1.233e-06, eta: 1 day, 18:43:04, time: 1.083, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7319, decode.loss_mask: 0.6475, decode.loss_dice: 1.0033, decode.d0.loss_cls: 2.9512, decode.d0.loss_mask: 0.6827, decode.d0.loss_dice: 1.1887, decode.d1.loss_cls: 0.8507, decode.d1.loss_mask: 0.6690, decode.d1.loss_dice: 1.0846, decode.d2.loss_cls: 0.7722, decode.d2.loss_mask: 0.6579, decode.d2.loss_dice: 1.0430, decode.d3.loss_cls: 0.7464, decode.d3.loss_mask: 0.6474, decode.d3.loss_dice: 1.0128, decode.d4.loss_cls: 0.7364, decode.d4.loss_mask: 0.6503, decode.d4.loss_dice: 1.0130, decode.d5.loss_cls: 0.7292, decode.d5.loss_mask: 0.6484, decode.d5.loss_dice: 1.0143, decode.d6.loss_cls: 0.7318, decode.d6.loss_mask: 0.6489, decode.d6.loss_dice: 1.0061, decode.d7.loss_cls: 0.7319, decode.d7.loss_mask: 0.6477, decode.d7.loss_dice: 1.0089, decode.d8.loss_cls: 0.7281, decode.d8.loss_mask: 0.6463, decode.d8.loss_dice: 1.0048, loss: 26.6353 2022-04-26 07:39:56,639 - mmseg - INFO - Iter [22650/160000] lr: 1.233e-06, eta: 1 day, 18:42:00, time: 1.090, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6660, decode.loss_mask: 0.6995, decode.loss_dice: 1.0169, decode.d0.loss_cls: 2.8528, decode.d0.loss_mask: 0.7230, decode.d0.loss_dice: 1.1869, decode.d1.loss_cls: 0.8018, decode.d1.loss_mask: 0.7174, decode.d1.loss_dice: 1.0895, decode.d2.loss_cls: 0.7215, decode.d2.loss_mask: 0.7027, decode.d2.loss_dice: 1.0432, decode.d3.loss_cls: 0.6793, decode.d3.loss_mask: 0.6974, decode.d3.loss_dice: 1.0235, decode.d4.loss_cls: 0.6721, decode.d4.loss_mask: 0.6975, decode.d4.loss_dice: 1.0214, decode.d5.loss_cls: 0.6653, decode.d5.loss_mask: 0.6982, decode.d5.loss_dice: 1.0250, decode.d6.loss_cls: 0.6636, decode.d6.loss_mask: 0.6979, decode.d6.loss_dice: 1.0187, decode.d7.loss_cls: 0.6637, decode.d7.loss_mask: 0.6943, decode.d7.loss_dice: 1.0187, decode.d8.loss_cls: 0.6674, decode.d8.loss_mask: 0.6946, decode.d8.loss_dice: 1.0136, loss: 26.5335 2022-04-26 07:40:51,112 - mmseg - INFO - Iter [22700/160000] lr: 1.232e-06, eta: 1 day, 18:40:55, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6832, decode.loss_mask: 0.7094, decode.loss_dice: 1.0108, decode.d0.loss_cls: 2.7943, decode.d0.loss_mask: 0.7588, decode.d0.loss_dice: 1.1864, decode.d1.loss_cls: 0.8187, decode.d1.loss_mask: 0.7418, decode.d1.loss_dice: 1.0802, decode.d2.loss_cls: 0.7331, decode.d2.loss_mask: 0.7253, decode.d2.loss_dice: 1.0380, decode.d3.loss_cls: 0.6980, decode.d3.loss_mask: 0.7139, decode.d3.loss_dice: 1.0200, decode.d4.loss_cls: 0.6914, decode.d4.loss_mask: 0.7120, decode.d4.loss_dice: 1.0138, decode.d5.loss_cls: 0.6929, decode.d5.loss_mask: 0.7074, decode.d5.loss_dice: 1.0121, decode.d6.loss_cls: 0.6857, decode.d6.loss_mask: 0.7097, decode.d6.loss_dice: 1.0073, decode.d7.loss_cls: 0.6790, decode.d7.loss_mask: 0.7089, decode.d7.loss_dice: 1.0123, decode.d8.loss_cls: 0.6818, decode.d8.loss_mask: 0.7119, decode.d8.loss_dice: 1.0122, loss: 26.7503 2022-04-26 07:41:48,208 - mmseg - INFO - Iter [22750/160000] lr: 1.232e-06, eta: 1 day, 18:40:06, time: 1.142, data_time: 0.065, memory: 64049, decode.loss_cls: 0.6963, decode.loss_mask: 0.6987, decode.loss_dice: 1.0346, decode.d0.loss_cls: 2.9156, decode.d0.loss_mask: 0.7266, decode.d0.loss_dice: 1.2137, decode.d1.loss_cls: 0.8278, decode.d1.loss_mask: 0.7173, decode.d1.loss_dice: 1.1033, decode.d2.loss_cls: 0.7379, decode.d2.loss_mask: 0.7072, decode.d2.loss_dice: 1.0659, decode.d3.loss_cls: 0.6993, decode.d3.loss_mask: 0.7012, decode.d3.loss_dice: 1.0507, decode.d4.loss_cls: 0.6965, decode.d4.loss_mask: 0.6983, decode.d4.loss_dice: 1.0379, decode.d5.loss_cls: 0.6883, decode.d5.loss_mask: 0.7028, decode.d5.loss_dice: 1.0391, decode.d6.loss_cls: 0.6856, decode.d6.loss_mask: 0.7003, decode.d6.loss_dice: 1.0355, decode.d7.loss_cls: 0.6871, decode.d7.loss_mask: 0.7016, decode.d7.loss_dice: 1.0337, decode.d8.loss_cls: 0.6864, decode.d8.loss_mask: 0.7018, decode.d8.loss_dice: 1.0323, loss: 27.0234 2022-04-26 07:42:42,531 - mmseg - INFO - Iter [22800/160000] lr: 1.231e-06, eta: 1 day, 18:39:00, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6677, decode.loss_mask: 0.7077, decode.loss_dice: 1.0258, decode.d0.loss_cls: 2.8621, decode.d0.loss_mask: 0.7545, decode.d0.loss_dice: 1.1978, decode.d1.loss_cls: 0.8149, decode.d1.loss_mask: 0.7323, decode.d1.loss_dice: 1.0939, decode.d2.loss_cls: 0.7352, decode.d2.loss_mask: 0.7198, decode.d2.loss_dice: 1.0493, decode.d3.loss_cls: 0.7035, decode.d3.loss_mask: 0.7119, decode.d3.loss_dice: 1.0269, decode.d4.loss_cls: 0.6899, decode.d4.loss_mask: 0.7135, decode.d4.loss_dice: 1.0282, decode.d5.loss_cls: 0.6814, decode.d5.loss_mask: 0.7122, decode.d5.loss_dice: 1.0262, decode.d6.loss_cls: 0.6772, decode.d6.loss_mask: 0.7078, decode.d6.loss_dice: 1.0177, decode.d7.loss_cls: 0.6708, decode.d7.loss_mask: 0.7117, decode.d7.loss_dice: 1.0260, decode.d8.loss_cls: 0.6741, decode.d8.loss_mask: 0.7084, decode.d8.loss_dice: 1.0288, loss: 26.8770 2022-04-26 07:43:36,005 - mmseg - INFO - Iter [22850/160000] lr: 1.231e-06, eta: 1 day, 18:37:48, time: 1.068, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6550, decode.loss_mask: 0.6997, decode.loss_dice: 1.0480, decode.d0.loss_cls: 2.8379, decode.d0.loss_mask: 0.7259, decode.d0.loss_dice: 1.2190, decode.d1.loss_cls: 0.7963, decode.d1.loss_mask: 0.7151, decode.d1.loss_dice: 1.1157, decode.d2.loss_cls: 0.7181, decode.d2.loss_mask: 0.7045, decode.d2.loss_dice: 1.0808, decode.d3.loss_cls: 0.6867, decode.d3.loss_mask: 0.6965, decode.d3.loss_dice: 1.0528, decode.d4.loss_cls: 0.6767, decode.d4.loss_mask: 0.6954, decode.d4.loss_dice: 1.0536, decode.d5.loss_cls: 0.6641, decode.d5.loss_mask: 0.6989, decode.d5.loss_dice: 1.0572, decode.d6.loss_cls: 0.6587, decode.d6.loss_mask: 0.6961, decode.d6.loss_dice: 1.0504, decode.d7.loss_cls: 0.6455, decode.d7.loss_mask: 0.7004, decode.d7.loss_dice: 1.0539, decode.d8.loss_cls: 0.6517, decode.d8.loss_mask: 0.6997, decode.d8.loss_dice: 1.0495, loss: 26.8040 2022-04-26 07:44:30,537 - mmseg - INFO - Iter [22900/160000] lr: 1.230e-06, eta: 1 day, 18:36:45, time: 1.093, data_time: 0.019, memory: 64049, decode.loss_cls: 0.6982, decode.loss_mask: 0.6629, decode.loss_dice: 1.0209, decode.d0.loss_cls: 2.9375, decode.d0.loss_mask: 0.6990, decode.d0.loss_dice: 1.2063, decode.d1.loss_cls: 0.8711, decode.d1.loss_mask: 0.6837, decode.d1.loss_dice: 1.1053, decode.d2.loss_cls: 0.7568, decode.d2.loss_mask: 0.6741, decode.d2.loss_dice: 1.0600, decode.d3.loss_cls: 0.7224, decode.d3.loss_mask: 0.6637, decode.d3.loss_dice: 1.0333, decode.d4.loss_cls: 0.7157, decode.d4.loss_mask: 0.6624, decode.d4.loss_dice: 1.0318, decode.d5.loss_cls: 0.7062, decode.d5.loss_mask: 0.6626, decode.d5.loss_dice: 1.0297, decode.d6.loss_cls: 0.7078, decode.d6.loss_mask: 0.6605, decode.d6.loss_dice: 1.0206, decode.d7.loss_cls: 0.7011, decode.d7.loss_mask: 0.6624, decode.d7.loss_dice: 1.0258, decode.d8.loss_cls: 0.7046, decode.d8.loss_mask: 0.6632, decode.d8.loss_dice: 1.0210, loss: 26.7707 2022-04-26 07:45:24,404 - mmseg - INFO - Iter [22950/160000] lr: 1.230e-06, eta: 1 day, 18:35:36, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6554, decode.loss_mask: 0.6502, decode.loss_dice: 0.9943, decode.d0.loss_cls: 2.8540, decode.d0.loss_mask: 0.6934, decode.d0.loss_dice: 1.1647, decode.d1.loss_cls: 0.8062, decode.d1.loss_mask: 0.6696, decode.d1.loss_dice: 1.0655, decode.d2.loss_cls: 0.7108, decode.d2.loss_mask: 0.6625, decode.d2.loss_dice: 1.0253, decode.d3.loss_cls: 0.6625, decode.d3.loss_mask: 0.6571, decode.d3.loss_dice: 1.0062, decode.d4.loss_cls: 0.6606, decode.d4.loss_mask: 0.6560, decode.d4.loss_dice: 1.0072, decode.d5.loss_cls: 0.6558, decode.d5.loss_mask: 0.6529, decode.d5.loss_dice: 1.0025, decode.d6.loss_cls: 0.6564, decode.d6.loss_mask: 0.6494, decode.d6.loss_dice: 0.9945, decode.d7.loss_cls: 0.6516, decode.d7.loss_mask: 0.6513, decode.d7.loss_dice: 0.9965, decode.d8.loss_cls: 0.6540, decode.d8.loss_mask: 0.6560, decode.d8.loss_dice: 0.9947, loss: 25.8172 2022-04-26 07:46:18,535 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 07:46:18,541 - mmseg - INFO - Iter [23000/160000] lr: 1.229e-06, eta: 1 day, 18:34:29, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6592, decode.loss_mask: 0.6954, decode.loss_dice: 1.0107, decode.d0.loss_cls: 2.8777, decode.d0.loss_mask: 0.7267, decode.d0.loss_dice: 1.1874, decode.d1.loss_cls: 0.8038, decode.d1.loss_mask: 0.7263, decode.d1.loss_dice: 1.0860, decode.d2.loss_cls: 0.7109, decode.d2.loss_mask: 0.7058, decode.d2.loss_dice: 1.0444, decode.d3.loss_cls: 0.6908, decode.d3.loss_mask: 0.6999, decode.d3.loss_dice: 1.0210, decode.d4.loss_cls: 0.6834, decode.d4.loss_mask: 0.6975, decode.d4.loss_dice: 1.0240, decode.d5.loss_cls: 0.6744, decode.d5.loss_mask: 0.6956, decode.d5.loss_dice: 1.0165, decode.d6.loss_cls: 0.6575, decode.d6.loss_mask: 0.6972, decode.d6.loss_dice: 1.0107, decode.d7.loss_cls: 0.6617, decode.d7.loss_mask: 0.6987, decode.d7.loss_dice: 1.0124, decode.d8.loss_cls: 0.6612, decode.d8.loss_mask: 0.6986, decode.d8.loss_dice: 1.0142, loss: 26.5496 2022-04-26 07:47:12,702 - mmseg - INFO - Iter [23050/160000] lr: 1.229e-06, eta: 1 day, 18:33:23, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6838, decode.loss_mask: 0.6838, decode.loss_dice: 1.0294, decode.d0.loss_cls: 2.8953, decode.d0.loss_mask: 0.7132, decode.d0.loss_dice: 1.1905, decode.d1.loss_cls: 0.8151, decode.d1.loss_mask: 0.7058, decode.d1.loss_dice: 1.0960, decode.d2.loss_cls: 0.7398, decode.d2.loss_mask: 0.6944, decode.d2.loss_dice: 1.0526, decode.d3.loss_cls: 0.7136, decode.d3.loss_mask: 0.6854, decode.d3.loss_dice: 1.0340, decode.d4.loss_cls: 0.6974, decode.d4.loss_mask: 0.6826, decode.d4.loss_dice: 1.0367, decode.d5.loss_cls: 0.6827, decode.d5.loss_mask: 0.6821, decode.d5.loss_dice: 1.0351, decode.d6.loss_cls: 0.6846, decode.d6.loss_mask: 0.6824, decode.d6.loss_dice: 1.0266, decode.d7.loss_cls: 0.6870, decode.d7.loss_mask: 0.6824, decode.d7.loss_dice: 1.0310, decode.d8.loss_cls: 0.6837, decode.d8.loss_mask: 0.6805, decode.d8.loss_dice: 1.0255, loss: 26.7327 2022-04-26 07:48:06,287 - mmseg - INFO - Iter [23100/160000] lr: 1.229e-06, eta: 1 day, 18:32:13, time: 1.071, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6637, decode.loss_mask: 0.6637, decode.loss_dice: 0.9915, decode.d0.loss_cls: 2.8634, decode.d0.loss_mask: 0.6948, decode.d0.loss_dice: 1.1548, decode.d1.loss_cls: 0.7931, decode.d1.loss_mask: 0.6831, decode.d1.loss_dice: 1.0600, decode.d2.loss_cls: 0.7131, decode.d2.loss_mask: 0.6688, decode.d2.loss_dice: 1.0249, decode.d3.loss_cls: 0.6953, decode.d3.loss_mask: 0.6655, decode.d3.loss_dice: 0.9939, decode.d4.loss_cls: 0.6831, decode.d4.loss_mask: 0.6655, decode.d4.loss_dice: 0.9968, decode.d5.loss_cls: 0.6773, decode.d5.loss_mask: 0.6637, decode.d5.loss_dice: 0.9960, decode.d6.loss_cls: 0.6689, decode.d6.loss_mask: 0.6582, decode.d6.loss_dice: 0.9855, decode.d7.loss_cls: 0.6654, decode.d7.loss_mask: 0.6588, decode.d7.loss_dice: 0.9934, decode.d8.loss_cls: 0.6612, decode.d8.loss_mask: 0.6589, decode.d8.loss_dice: 0.9901, loss: 25.9523 2022-04-26 07:48:59,876 - mmseg - INFO - Iter [23150/160000] lr: 1.228e-06, eta: 1 day, 18:31:03, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6795, decode.loss_mask: 0.6722, decode.loss_dice: 1.0058, decode.d0.loss_cls: 2.8924, decode.d0.loss_mask: 0.7109, decode.d0.loss_dice: 1.1868, decode.d1.loss_cls: 0.8305, decode.d1.loss_mask: 0.6947, decode.d1.loss_dice: 1.0796, decode.d2.loss_cls: 0.7477, decode.d2.loss_mask: 0.6790, decode.d2.loss_dice: 1.0386, decode.d3.loss_cls: 0.6991, decode.d3.loss_mask: 0.6755, decode.d3.loss_dice: 1.0169, decode.d4.loss_cls: 0.6919, decode.d4.loss_mask: 0.6739, decode.d4.loss_dice: 1.0193, decode.d5.loss_cls: 0.6858, decode.d5.loss_mask: 0.6754, decode.d5.loss_dice: 1.0173, decode.d6.loss_cls: 0.6841, decode.d6.loss_mask: 0.6749, decode.d6.loss_dice: 1.0143, decode.d7.loss_cls: 0.6725, decode.d7.loss_mask: 0.6775, decode.d7.loss_dice: 1.0098, decode.d8.loss_cls: 0.6833, decode.d8.loss_mask: 0.6747, decode.d8.loss_dice: 1.0103, loss: 26.4742 2022-04-26 07:49:54,163 - mmseg - INFO - Iter [23200/160000] lr: 1.228e-06, eta: 1 day, 18:29:57, time: 1.086, data_time: 0.019, memory: 64049, decode.loss_cls: 0.7317, decode.loss_mask: 0.6418, decode.loss_dice: 1.0236, decode.d0.loss_cls: 2.8999, decode.d0.loss_mask: 0.6779, decode.d0.loss_dice: 1.2301, decode.d1.loss_cls: 0.8741, decode.d1.loss_mask: 0.6650, decode.d1.loss_dice: 1.1041, decode.d2.loss_cls: 0.7918, decode.d2.loss_mask: 0.6503, decode.d2.loss_dice: 1.0531, decode.d3.loss_cls: 0.7546, decode.d3.loss_mask: 0.6434, decode.d3.loss_dice: 1.0352, decode.d4.loss_cls: 0.7364, decode.d4.loss_mask: 0.6420, decode.d4.loss_dice: 1.0404, decode.d5.loss_cls: 0.7370, decode.d5.loss_mask: 0.6413, decode.d5.loss_dice: 1.0294, decode.d6.loss_cls: 0.7286, decode.d6.loss_mask: 0.6395, decode.d6.loss_dice: 1.0221, decode.d7.loss_cls: 0.7224, decode.d7.loss_mask: 0.6429, decode.d7.loss_dice: 1.0269, decode.d8.loss_cls: 0.7238, decode.d8.loss_mask: 0.6421, decode.d8.loss_dice: 1.0246, loss: 26.7762 2022-04-26 07:50:47,623 - mmseg - INFO - Iter [23250/160000] lr: 1.227e-06, eta: 1 day, 18:28:47, time: 1.071, data_time: 0.018, memory: 64049, decode.loss_cls: 0.6788, decode.loss_mask: 0.6719, decode.loss_dice: 1.0016, decode.d0.loss_cls: 2.8654, decode.d0.loss_mask: 0.7173, decode.d0.loss_dice: 1.1737, decode.d1.loss_cls: 0.8007, decode.d1.loss_mask: 0.7022, decode.d1.loss_dice: 1.0807, decode.d2.loss_cls: 0.7356, decode.d2.loss_mask: 0.6818, decode.d2.loss_dice: 1.0290, decode.d3.loss_cls: 0.7036, decode.d3.loss_mask: 0.6756, decode.d3.loss_dice: 1.0118, decode.d4.loss_cls: 0.6936, decode.d4.loss_mask: 0.6712, decode.d4.loss_dice: 1.0100, decode.d5.loss_cls: 0.6866, decode.d5.loss_mask: 0.6732, decode.d5.loss_dice: 1.0114, decode.d6.loss_cls: 0.6797, decode.d6.loss_mask: 0.6723, decode.d6.loss_dice: 1.0005, decode.d7.loss_cls: 0.6777, decode.d7.loss_mask: 0.6702, decode.d7.loss_dice: 1.0008, decode.d8.loss_cls: 0.6785, decode.d8.loss_mask: 0.6736, decode.d8.loss_dice: 1.0043, loss: 26.3334 2022-04-26 07:51:40,830 - mmseg - INFO - Iter [23300/160000] lr: 1.227e-06, eta: 1 day, 18:27:36, time: 1.064, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6456, decode.loss_mask: 0.6625, decode.loss_dice: 1.0140, decode.d0.loss_cls: 2.8727, decode.d0.loss_mask: 0.7014, decode.d0.loss_dice: 1.1781, decode.d1.loss_cls: 0.7905, decode.d1.loss_mask: 0.6838, decode.d1.loss_dice: 1.0917, decode.d2.loss_cls: 0.7029, decode.d2.loss_mask: 0.6671, decode.d2.loss_dice: 1.0487, decode.d3.loss_cls: 0.6737, decode.d3.loss_mask: 0.6611, decode.d3.loss_dice: 1.0197, decode.d4.loss_cls: 0.6633, decode.d4.loss_mask: 0.6599, decode.d4.loss_dice: 1.0217, decode.d5.loss_cls: 0.6511, decode.d5.loss_mask: 0.6612, decode.d5.loss_dice: 1.0113, decode.d6.loss_cls: 0.6418, decode.d6.loss_mask: 0.6622, decode.d6.loss_dice: 1.0091, decode.d7.loss_cls: 0.6403, decode.d7.loss_mask: 0.6634, decode.d7.loss_dice: 1.0153, decode.d8.loss_cls: 0.6325, decode.d8.loss_mask: 0.6616, decode.d8.loss_dice: 1.0183, loss: 26.0266 2022-04-26 07:52:34,374 - mmseg - INFO - Iter [23350/160000] lr: 1.226e-06, eta: 1 day, 18:26:26, time: 1.071, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6437, decode.loss_mask: 0.6760, decode.loss_dice: 0.9996, decode.d0.loss_cls: 2.8539, decode.d0.loss_mask: 0.7096, decode.d0.loss_dice: 1.1787, decode.d1.loss_cls: 0.7931, decode.d1.loss_mask: 0.6956, decode.d1.loss_dice: 1.0754, decode.d2.loss_cls: 0.6946, decode.d2.loss_mask: 0.6795, decode.d2.loss_dice: 1.0290, decode.d3.loss_cls: 0.6606, decode.d3.loss_mask: 0.6797, decode.d3.loss_dice: 1.0155, decode.d4.loss_cls: 0.6508, decode.d4.loss_mask: 0.6782, decode.d4.loss_dice: 1.0112, decode.d5.loss_cls: 0.6497, decode.d5.loss_mask: 0.6749, decode.d5.loss_dice: 1.0079, decode.d6.loss_cls: 0.6472, decode.d6.loss_mask: 0.6777, decode.d6.loss_dice: 0.9961, decode.d7.loss_cls: 0.6402, decode.d7.loss_mask: 0.6767, decode.d7.loss_dice: 1.0028, decode.d8.loss_cls: 0.6389, decode.d8.loss_mask: 0.6742, decode.d8.loss_dice: 1.0041, loss: 26.0149 2022-04-26 07:53:28,233 - mmseg - INFO - Iter [23400/160000] lr: 1.226e-06, eta: 1 day, 18:25:18, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6867, decode.loss_mask: 0.6527, decode.loss_dice: 1.0206, decode.d0.loss_cls: 2.8929, decode.d0.loss_mask: 0.6928, decode.d0.loss_dice: 1.1840, decode.d1.loss_cls: 0.8214, decode.d1.loss_mask: 0.6761, decode.d1.loss_dice: 1.1026, decode.d2.loss_cls: 0.7475, decode.d2.loss_mask: 0.6657, decode.d2.loss_dice: 1.0504, decode.d3.loss_cls: 0.7035, decode.d3.loss_mask: 0.6593, decode.d3.loss_dice: 1.0294, decode.d4.loss_cls: 0.6981, decode.d4.loss_mask: 0.6581, decode.d4.loss_dice: 1.0334, decode.d5.loss_cls: 0.6942, decode.d5.loss_mask: 0.6540, decode.d5.loss_dice: 1.0236, decode.d6.loss_cls: 0.6857, decode.d6.loss_mask: 0.6508, decode.d6.loss_dice: 1.0214, decode.d7.loss_cls: 0.6849, decode.d7.loss_mask: 0.6524, decode.d7.loss_dice: 1.0206, decode.d8.loss_cls: 0.6836, decode.d8.loss_mask: 0.6554, decode.d8.loss_dice: 1.0231, loss: 26.4248 2022-04-26 07:54:21,746 - mmseg - INFO - Iter [23450/160000] lr: 1.225e-06, eta: 1 day, 18:24:08, time: 1.070, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6908, decode.loss_mask: 0.6790, decode.loss_dice: 1.0390, decode.d0.loss_cls: 2.8652, decode.d0.loss_mask: 0.7206, decode.d0.loss_dice: 1.2121, decode.d1.loss_cls: 0.8282, decode.d1.loss_mask: 0.7094, decode.d1.loss_dice: 1.1079, decode.d2.loss_cls: 0.7410, decode.d2.loss_mask: 0.6910, decode.d2.loss_dice: 1.0600, decode.d3.loss_cls: 0.7106, decode.d3.loss_mask: 0.6811, decode.d3.loss_dice: 1.0448, decode.d4.loss_cls: 0.7036, decode.d4.loss_mask: 0.6784, decode.d4.loss_dice: 1.0456, decode.d5.loss_cls: 0.6928, decode.d5.loss_mask: 0.6829, decode.d5.loss_dice: 1.0459, decode.d6.loss_cls: 0.6853, decode.d6.loss_mask: 0.6794, decode.d6.loss_dice: 1.0365, decode.d7.loss_cls: 0.6869, decode.d7.loss_mask: 0.6828, decode.d7.loss_dice: 1.0365, decode.d8.loss_cls: 0.6872, decode.d8.loss_mask: 0.6797, decode.d8.loss_dice: 1.0361, loss: 26.8403 2022-04-26 07:55:16,523 - mmseg - INFO - Iter [23500/160000] lr: 1.225e-06, eta: 1 day, 18:23:06, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6892, decode.loss_mask: 0.6967, decode.loss_dice: 1.0316, decode.d0.loss_cls: 2.8497, decode.d0.loss_mask: 0.7240, decode.d0.loss_dice: 1.1975, decode.d1.loss_cls: 0.8138, decode.d1.loss_mask: 0.7220, decode.d1.loss_dice: 1.1040, decode.d2.loss_cls: 0.7294, decode.d2.loss_mask: 0.7037, decode.d2.loss_dice: 1.0577, decode.d3.loss_cls: 0.7093, decode.d3.loss_mask: 0.6955, decode.d3.loss_dice: 1.0415, decode.d4.loss_cls: 0.6985, decode.d4.loss_mask: 0.6960, decode.d4.loss_dice: 1.0408, decode.d5.loss_cls: 0.6892, decode.d5.loss_mask: 0.6977, decode.d5.loss_dice: 1.0368, decode.d6.loss_cls: 0.6915, decode.d6.loss_mask: 0.6958, decode.d6.loss_dice: 1.0287, decode.d7.loss_cls: 0.6787, decode.d7.loss_mask: 0.6948, decode.d7.loss_dice: 1.0304, decode.d8.loss_cls: 0.6785, decode.d8.loss_mask: 0.6941, decode.d8.loss_dice: 1.0333, loss: 26.8502 2022-04-26 07:56:12,083 - mmseg - INFO - Iter [23550/160000] lr: 1.224e-06, eta: 1 day, 18:22:08, time: 1.111, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6914, decode.loss_mask: 0.6882, decode.loss_dice: 1.0315, decode.d0.loss_cls: 2.8595, decode.d0.loss_mask: 0.7274, decode.d0.loss_dice: 1.2047, decode.d1.loss_cls: 0.8207, decode.d1.loss_mask: 0.7105, decode.d1.loss_dice: 1.1033, decode.d2.loss_cls: 0.7399, decode.d2.loss_mask: 0.7006, decode.d2.loss_dice: 1.0629, decode.d3.loss_cls: 0.7127, decode.d3.loss_mask: 0.6962, decode.d3.loss_dice: 1.0410, decode.d4.loss_cls: 0.7095, decode.d4.loss_mask: 0.6910, decode.d4.loss_dice: 1.0371, decode.d5.loss_cls: 0.6999, decode.d5.loss_mask: 0.6894, decode.d5.loss_dice: 1.0446, decode.d6.loss_cls: 0.6938, decode.d6.loss_mask: 0.6878, decode.d6.loss_dice: 1.0313, decode.d7.loss_cls: 0.6911, decode.d7.loss_mask: 0.6893, decode.d7.loss_dice: 1.0339, decode.d8.loss_cls: 0.6884, decode.d8.loss_mask: 0.6887, decode.d8.loss_dice: 1.0326, loss: 26.8986 2022-04-26 07:57:06,251 - mmseg - INFO - Iter [23600/160000] lr: 1.224e-06, eta: 1 day, 18:21:02, time: 1.083, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6735, decode.loss_mask: 0.6631, decode.loss_dice: 1.0174, decode.d0.loss_cls: 2.8940, decode.d0.loss_mask: 0.7027, decode.d0.loss_dice: 1.2027, decode.d1.loss_cls: 0.8168, decode.d1.loss_mask: 0.6854, decode.d1.loss_dice: 1.0943, decode.d2.loss_cls: 0.7205, decode.d2.loss_mask: 0.6729, decode.d2.loss_dice: 1.0527, decode.d3.loss_cls: 0.6950, decode.d3.loss_mask: 0.6672, decode.d3.loss_dice: 1.0281, decode.d4.loss_cls: 0.6873, decode.d4.loss_mask: 0.6635, decode.d4.loss_dice: 1.0262, decode.d5.loss_cls: 0.6770, decode.d5.loss_mask: 0.6639, decode.d5.loss_dice: 1.0226, decode.d6.loss_cls: 0.6771, decode.d6.loss_mask: 0.6666, decode.d6.loss_dice: 1.0183, decode.d7.loss_cls: 0.6755, decode.d7.loss_mask: 0.6636, decode.d7.loss_dice: 1.0196, decode.d8.loss_cls: 0.6720, decode.d8.loss_mask: 0.6661, decode.d8.loss_dice: 1.0220, loss: 26.4075 2022-04-26 07:58:01,518 - mmseg - INFO - Iter [23650/160000] lr: 1.224e-06, eta: 1 day, 18:20:03, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6702, decode.loss_mask: 0.6810, decode.loss_dice: 1.0156, decode.d0.loss_cls: 2.8168, decode.d0.loss_mask: 0.7041, decode.d0.loss_dice: 1.1805, decode.d1.loss_cls: 0.8011, decode.d1.loss_mask: 0.6966, decode.d1.loss_dice: 1.0933, decode.d2.loss_cls: 0.7157, decode.d2.loss_mask: 0.6862, decode.d2.loss_dice: 1.0569, decode.d3.loss_cls: 0.6788, decode.d3.loss_mask: 0.6804, decode.d3.loss_dice: 1.0226, decode.d4.loss_cls: 0.6791, decode.d4.loss_mask: 0.6781, decode.d4.loss_dice: 1.0280, decode.d5.loss_cls: 0.6760, decode.d5.loss_mask: 0.6748, decode.d5.loss_dice: 1.0204, decode.d6.loss_cls: 0.6677, decode.d6.loss_mask: 0.6767, decode.d6.loss_dice: 1.0214, decode.d7.loss_cls: 0.6711, decode.d7.loss_mask: 0.6774, decode.d7.loss_dice: 1.0218, decode.d8.loss_cls: 0.6632, decode.d8.loss_mask: 0.6770, decode.d8.loss_dice: 1.0230, loss: 26.3555 2022-04-26 07:58:55,683 - mmseg - INFO - Iter [23700/160000] lr: 1.223e-06, eta: 1 day, 18:18:57, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7016, decode.loss_mask: 0.6703, decode.loss_dice: 0.9957, decode.d0.loss_cls: 2.8253, decode.d0.loss_mask: 0.7057, decode.d0.loss_dice: 1.1797, decode.d1.loss_cls: 0.8469, decode.d1.loss_mask: 0.6918, decode.d1.loss_dice: 1.0802, decode.d2.loss_cls: 0.7599, decode.d2.loss_mask: 0.6850, decode.d2.loss_dice: 1.0419, decode.d3.loss_cls: 0.7344, decode.d3.loss_mask: 0.6669, decode.d3.loss_dice: 1.0116, decode.d4.loss_cls: 0.7111, decode.d4.loss_mask: 0.6681, decode.d4.loss_dice: 1.0196, decode.d5.loss_cls: 0.7075, decode.d5.loss_mask: 0.6711, decode.d5.loss_dice: 1.0109, decode.d6.loss_cls: 0.7102, decode.d6.loss_mask: 0.6683, decode.d6.loss_dice: 1.0035, decode.d7.loss_cls: 0.7161, decode.d7.loss_mask: 0.6696, decode.d7.loss_dice: 1.0033, decode.d8.loss_cls: 0.7028, decode.d8.loss_mask: 0.6688, decode.d8.loss_dice: 1.0023, loss: 26.5300 2022-04-26 07:59:49,671 - mmseg - INFO - Iter [23750/160000] lr: 1.223e-06, eta: 1 day, 18:17:50, time: 1.080, data_time: 0.017, memory: 64049, decode.loss_cls: 0.7084, decode.loss_mask: 0.6579, decode.loss_dice: 1.0160, decode.d0.loss_cls: 2.8334, decode.d0.loss_mask: 0.7028, decode.d0.loss_dice: 1.1678, decode.d1.loss_cls: 0.8355, decode.d1.loss_mask: 0.6818, decode.d1.loss_dice: 1.0812, decode.d2.loss_cls: 0.7692, decode.d2.loss_mask: 0.6614, decode.d2.loss_dice: 1.0406, decode.d3.loss_cls: 0.7245, decode.d3.loss_mask: 0.6558, decode.d3.loss_dice: 1.0176, decode.d4.loss_cls: 0.7178, decode.d4.loss_mask: 0.6519, decode.d4.loss_dice: 1.0152, decode.d5.loss_cls: 0.7079, decode.d5.loss_mask: 0.6540, decode.d5.loss_dice: 1.0164, decode.d6.loss_cls: 0.7002, decode.d6.loss_mask: 0.6548, decode.d6.loss_dice: 1.0128, decode.d7.loss_cls: 0.7016, decode.d7.loss_mask: 0.6572, decode.d7.loss_dice: 1.0139, decode.d8.loss_cls: 0.6972, decode.d8.loss_mask: 0.6575, decode.d8.loss_dice: 1.0158, loss: 26.4280 2022-04-26 08:00:43,514 - mmseg - INFO - Iter [23800/160000] lr: 1.222e-06, eta: 1 day, 18:16:43, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.7057, decode.loss_mask: 0.6800, decode.loss_dice: 0.9972, decode.d0.loss_cls: 2.7759, decode.d0.loss_mask: 0.7166, decode.d0.loss_dice: 1.1790, decode.d1.loss_cls: 0.8325, decode.d1.loss_mask: 0.6985, decode.d1.loss_dice: 1.0748, decode.d2.loss_cls: 0.7577, decode.d2.loss_mask: 0.6873, decode.d2.loss_dice: 1.0308, decode.d3.loss_cls: 0.7205, decode.d3.loss_mask: 0.6786, decode.d3.loss_dice: 1.0106, decode.d4.loss_cls: 0.7204, decode.d4.loss_mask: 0.6786, decode.d4.loss_dice: 1.0077, decode.d5.loss_cls: 0.7082, decode.d5.loss_mask: 0.6804, decode.d5.loss_dice: 1.0060, decode.d6.loss_cls: 0.6947, decode.d6.loss_mask: 0.6844, decode.d6.loss_dice: 0.9969, decode.d7.loss_cls: 0.6952, decode.d7.loss_mask: 0.6809, decode.d7.loss_dice: 0.9997, decode.d8.loss_cls: 0.6891, decode.d8.loss_mask: 0.6828, decode.d8.loss_dice: 1.0037, loss: 26.4746 2022-04-26 08:01:38,070 - mmseg - INFO - Iter [23850/160000] lr: 1.222e-06, eta: 1 day, 18:15:39, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6613, decode.loss_mask: 0.6873, decode.loss_dice: 1.0050, decode.d0.loss_cls: 2.7822, decode.d0.loss_mask: 0.7205, decode.d0.loss_dice: 1.1724, decode.d1.loss_cls: 0.7925, decode.d1.loss_mask: 0.7142, decode.d1.loss_dice: 1.0817, decode.d2.loss_cls: 0.7274, decode.d2.loss_mask: 0.6961, decode.d2.loss_dice: 1.0421, decode.d3.loss_cls: 0.6742, decode.d3.loss_mask: 0.6873, decode.d3.loss_dice: 1.0097, decode.d4.loss_cls: 0.6676, decode.d4.loss_mask: 0.6889, decode.d4.loss_dice: 1.0163, decode.d5.loss_cls: 0.6615, decode.d5.loss_mask: 0.6919, decode.d5.loss_dice: 1.0125, decode.d6.loss_cls: 0.6606, decode.d6.loss_mask: 0.6869, decode.d6.loss_dice: 1.0070, decode.d7.loss_cls: 0.6631, decode.d7.loss_mask: 0.6856, decode.d7.loss_dice: 1.0037, decode.d8.loss_cls: 0.6555, decode.d8.loss_mask: 0.6867, decode.d8.loss_dice: 1.0054, loss: 26.2474 2022-04-26 08:02:32,797 - mmseg - INFO - Iter [23900/160000] lr: 1.221e-06, eta: 1 day, 18:14:37, time: 1.094, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6818, decode.loss_mask: 0.6656, decode.loss_dice: 0.9995, decode.d0.loss_cls: 2.8966, decode.d0.loss_mask: 0.7005, decode.d0.loss_dice: 1.1440, decode.d1.loss_cls: 0.8108, decode.d1.loss_mask: 0.6857, decode.d1.loss_dice: 1.0665, decode.d2.loss_cls: 0.7405, decode.d2.loss_mask: 0.6726, decode.d2.loss_dice: 1.0237, decode.d3.loss_cls: 0.7080, decode.d3.loss_mask: 0.6688, decode.d3.loss_dice: 1.0088, decode.d4.loss_cls: 0.6955, decode.d4.loss_mask: 0.6630, decode.d4.loss_dice: 1.0045, decode.d5.loss_cls: 0.6908, decode.d5.loss_mask: 0.6618, decode.d5.loss_dice: 1.0000, decode.d6.loss_cls: 0.6778, decode.d6.loss_mask: 0.6651, decode.d6.loss_dice: 0.9989, decode.d7.loss_cls: 0.6819, decode.d7.loss_mask: 0.6658, decode.d7.loss_dice: 0.9954, decode.d8.loss_cls: 0.6752, decode.d8.loss_mask: 0.6624, decode.d8.loss_dice: 0.9935, loss: 26.2051 2022-04-26 08:03:27,403 - mmseg - INFO - Iter [23950/160000] lr: 1.221e-06, eta: 1 day, 18:13:33, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6869, decode.loss_mask: 0.6741, decode.loss_dice: 0.9984, decode.d0.loss_cls: 2.8248, decode.d0.loss_mask: 0.7133, decode.d0.loss_dice: 1.1680, decode.d1.loss_cls: 0.8278, decode.d1.loss_mask: 0.6986, decode.d1.loss_dice: 1.0764, decode.d2.loss_cls: 0.7410, decode.d2.loss_mask: 0.6846, decode.d2.loss_dice: 1.0293, decode.d3.loss_cls: 0.7131, decode.d3.loss_mask: 0.6785, decode.d3.loss_dice: 0.9994, decode.d4.loss_cls: 0.7072, decode.d4.loss_mask: 0.6762, decode.d4.loss_dice: 1.0022, decode.d5.loss_cls: 0.6937, decode.d5.loss_mask: 0.6746, decode.d5.loss_dice: 0.9999, decode.d6.loss_cls: 0.6898, decode.d6.loss_mask: 0.6740, decode.d6.loss_dice: 0.9943, decode.d7.loss_cls: 0.6850, decode.d7.loss_mask: 0.6754, decode.d7.loss_dice: 0.9975, decode.d8.loss_cls: 0.6880, decode.d8.loss_mask: 0.6767, decode.d8.loss_dice: 0.9978, loss: 26.3463 2022-04-26 08:04:24,653 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 08:04:24,658 - mmseg - INFO - Iter [24000/160000] lr: 1.220e-06, eta: 1 day, 18:12:46, time: 1.146, data_time: 0.070, memory: 64049, decode.loss_cls: 0.7145, decode.loss_mask: 0.6423, decode.loss_dice: 0.9996, decode.d0.loss_cls: 2.8267, decode.d0.loss_mask: 0.6792, decode.d0.loss_dice: 1.1904, decode.d1.loss_cls: 0.8293, decode.d1.loss_mask: 0.6721, decode.d1.loss_dice: 1.0914, decode.d2.loss_cls: 0.7598, decode.d2.loss_mask: 0.6559, decode.d2.loss_dice: 1.0429, decode.d3.loss_cls: 0.7219, decode.d3.loss_mask: 0.6472, decode.d3.loss_dice: 1.0274, decode.d4.loss_cls: 0.7146, decode.d4.loss_mask: 0.6474, decode.d4.loss_dice: 1.0208, decode.d5.loss_cls: 0.7079, decode.d5.loss_mask: 0.6480, decode.d5.loss_dice: 1.0162, decode.d6.loss_cls: 0.7063, decode.d6.loss_mask: 0.6421, decode.d6.loss_dice: 1.0073, decode.d7.loss_cls: 0.7123, decode.d7.loss_mask: 0.6457, decode.d7.loss_dice: 1.0084, decode.d8.loss_cls: 0.7153, decode.d8.loss_mask: 0.6446, decode.d8.loss_dice: 1.0034, loss: 26.3409 2022-04-26 08:05:19,040 - mmseg - INFO - Iter [24050/160000] lr: 1.220e-06, eta: 1 day, 18:11:41, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6334, decode.loss_mask: 0.6534, decode.loss_dice: 0.9859, decode.d0.loss_cls: 2.7215, decode.d0.loss_mask: 0.6845, decode.d0.loss_dice: 1.1468, decode.d1.loss_cls: 0.7661, decode.d1.loss_mask: 0.6759, decode.d1.loss_dice: 1.0539, decode.d2.loss_cls: 0.6829, decode.d2.loss_mask: 0.6651, decode.d2.loss_dice: 1.0132, decode.d3.loss_cls: 0.6578, decode.d3.loss_mask: 0.6553, decode.d3.loss_dice: 0.9849, decode.d4.loss_cls: 0.6432, decode.d4.loss_mask: 0.6537, decode.d4.loss_dice: 0.9860, decode.d5.loss_cls: 0.6382, decode.d5.loss_mask: 0.6485, decode.d5.loss_dice: 0.9883, decode.d6.loss_cls: 0.6262, decode.d6.loss_mask: 0.6539, decode.d6.loss_dice: 0.9881, decode.d7.loss_cls: 0.6242, decode.d7.loss_mask: 0.6526, decode.d7.loss_dice: 0.9906, decode.d8.loss_cls: 0.6361, decode.d8.loss_mask: 0.6554, decode.d8.loss_dice: 0.9874, loss: 25.3530 2022-04-26 08:06:13,915 - mmseg - INFO - Iter [24100/160000] lr: 1.220e-06, eta: 1 day, 18:10:40, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6192, decode.loss_mask: 0.6610, decode.loss_dice: 0.9771, decode.d0.loss_cls: 2.7896, decode.d0.loss_mask: 0.7030, decode.d0.loss_dice: 1.1507, decode.d1.loss_cls: 0.7588, decode.d1.loss_mask: 0.6851, decode.d1.loss_dice: 1.0570, decode.d2.loss_cls: 0.6838, decode.d2.loss_mask: 0.6733, decode.d2.loss_dice: 1.0077, decode.d3.loss_cls: 0.6436, decode.d3.loss_mask: 0.6652, decode.d3.loss_dice: 0.9946, decode.d4.loss_cls: 0.6395, decode.d4.loss_mask: 0.6605, decode.d4.loss_dice: 0.9884, decode.d5.loss_cls: 0.6207, decode.d5.loss_mask: 0.6605, decode.d5.loss_dice: 0.9880, decode.d6.loss_cls: 0.6246, decode.d6.loss_mask: 0.6595, decode.d6.loss_dice: 0.9819, decode.d7.loss_cls: 0.6280, decode.d7.loss_mask: 0.6571, decode.d7.loss_dice: 0.9825, decode.d8.loss_cls: 0.6228, decode.d8.loss_mask: 0.6587, decode.d8.loss_dice: 0.9799, loss: 25.4221 2022-04-26 08:07:09,034 - mmseg - INFO - Iter [24150/160000] lr: 1.219e-06, eta: 1 day, 18:09:40, time: 1.102, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6211, decode.loss_mask: 0.6613, decode.loss_dice: 0.9700, decode.d0.loss_cls: 2.8195, decode.d0.loss_mask: 0.6907, decode.d0.loss_dice: 1.1251, decode.d1.loss_cls: 0.7728, decode.d1.loss_mask: 0.6776, decode.d1.loss_dice: 1.0397, decode.d2.loss_cls: 0.6861, decode.d2.loss_mask: 0.6625, decode.d2.loss_dice: 0.9977, decode.d3.loss_cls: 0.6438, decode.d3.loss_mask: 0.6637, decode.d3.loss_dice: 0.9791, decode.d4.loss_cls: 0.6335, decode.d4.loss_mask: 0.6606, decode.d4.loss_dice: 0.9863, decode.d5.loss_cls: 0.6250, decode.d5.loss_mask: 0.6622, decode.d5.loss_dice: 0.9770, decode.d6.loss_cls: 0.6138, decode.d6.loss_mask: 0.6578, decode.d6.loss_dice: 0.9754, decode.d7.loss_cls: 0.6171, decode.d7.loss_mask: 0.6567, decode.d7.loss_dice: 0.9701, decode.d8.loss_cls: 0.6281, decode.d8.loss_mask: 0.6583, decode.d8.loss_dice: 0.9736, loss: 25.3062 2022-04-26 08:08:03,737 - mmseg - INFO - Iter [24200/160000] lr: 1.219e-06, eta: 1 day, 18:08:37, time: 1.094, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6689, decode.loss_mask: 0.6558, decode.loss_dice: 0.9863, decode.d0.loss_cls: 2.8556, decode.d0.loss_mask: 0.6913, decode.d0.loss_dice: 1.1769, decode.d1.loss_cls: 0.8116, decode.d1.loss_mask: 0.6847, decode.d1.loss_dice: 1.0698, decode.d2.loss_cls: 0.7140, decode.d2.loss_mask: 0.6675, decode.d2.loss_dice: 1.0337, decode.d3.loss_cls: 0.6828, decode.d3.loss_mask: 0.6605, decode.d3.loss_dice: 1.0041, decode.d4.loss_cls: 0.6903, decode.d4.loss_mask: 0.6569, decode.d4.loss_dice: 1.0033, decode.d5.loss_cls: 0.6767, decode.d5.loss_mask: 0.6574, decode.d5.loss_dice: 0.9987, decode.d6.loss_cls: 0.6673, decode.d6.loss_mask: 0.6550, decode.d6.loss_dice: 0.9935, decode.d7.loss_cls: 0.6730, decode.d7.loss_mask: 0.6581, decode.d7.loss_dice: 0.9928, decode.d8.loss_cls: 0.6726, decode.d8.loss_mask: 0.6556, decode.d8.loss_dice: 0.9921, loss: 26.0069 2022-04-26 08:08:58,086 - mmseg - INFO - Iter [24250/160000] lr: 1.218e-06, eta: 1 day, 18:07:33, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6818, decode.loss_mask: 0.6530, decode.loss_dice: 1.0274, decode.d0.loss_cls: 2.8555, decode.d0.loss_mask: 0.6945, decode.d0.loss_dice: 1.2154, decode.d1.loss_cls: 0.8093, decode.d1.loss_mask: 0.6765, decode.d1.loss_dice: 1.1011, decode.d2.loss_cls: 0.7288, decode.d2.loss_mask: 0.6649, decode.d2.loss_dice: 1.0578, decode.d3.loss_cls: 0.7021, decode.d3.loss_mask: 0.6522, decode.d3.loss_dice: 1.0286, decode.d4.loss_cls: 0.6956, decode.d4.loss_mask: 0.6506, decode.d4.loss_dice: 1.0285, decode.d5.loss_cls: 0.6833, decode.d5.loss_mask: 0.6526, decode.d5.loss_dice: 1.0272, decode.d6.loss_cls: 0.6780, decode.d6.loss_mask: 0.6497, decode.d6.loss_dice: 1.0205, decode.d7.loss_cls: 0.6852, decode.d7.loss_mask: 0.6497, decode.d7.loss_dice: 1.0239, decode.d8.loss_cls: 0.6798, decode.d8.loss_mask: 0.6522, decode.d8.loss_dice: 1.0218, loss: 26.3476 2022-04-26 08:09:53,095 - mmseg - INFO - Iter [24300/160000] lr: 1.218e-06, eta: 1 day, 18:06:33, time: 1.101, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6524, decode.loss_mask: 0.6782, decode.loss_dice: 0.9943, decode.d0.loss_cls: 2.8478, decode.d0.loss_mask: 0.7175, decode.d0.loss_dice: 1.1634, decode.d1.loss_cls: 0.7978, decode.d1.loss_mask: 0.7008, decode.d1.loss_dice: 1.0671, decode.d2.loss_cls: 0.7062, decode.d2.loss_mask: 0.6866, decode.d2.loss_dice: 1.0345, decode.d3.loss_cls: 0.6775, decode.d3.loss_mask: 0.6805, decode.d3.loss_dice: 1.0089, decode.d4.loss_cls: 0.6600, decode.d4.loss_mask: 0.6782, decode.d4.loss_dice: 1.0057, decode.d5.loss_cls: 0.6411, decode.d5.loss_mask: 0.6815, decode.d5.loss_dice: 1.0010, decode.d6.loss_cls: 0.6427, decode.d6.loss_mask: 0.6794, decode.d6.loss_dice: 0.9930, decode.d7.loss_cls: 0.6379, decode.d7.loss_mask: 0.6802, decode.d7.loss_dice: 0.9926, decode.d8.loss_cls: 0.6403, decode.d8.loss_mask: 0.6831, decode.d8.loss_dice: 0.9980, loss: 26.0283 2022-04-26 08:10:47,474 - mmseg - INFO - Iter [24350/160000] lr: 1.217e-06, eta: 1 day, 18:05:28, time: 1.087, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6600, decode.loss_mask: 0.6719, decode.loss_dice: 1.0092, decode.d0.loss_cls: 2.8355, decode.d0.loss_mask: 0.7000, decode.d0.loss_dice: 1.1645, decode.d1.loss_cls: 0.7878, decode.d1.loss_mask: 0.6886, decode.d1.loss_dice: 1.0709, decode.d2.loss_cls: 0.7153, decode.d2.loss_mask: 0.6704, decode.d2.loss_dice: 1.0307, decode.d3.loss_cls: 0.6829, decode.d3.loss_mask: 0.6662, decode.d3.loss_dice: 1.0139, decode.d4.loss_cls: 0.6672, decode.d4.loss_mask: 0.6677, decode.d4.loss_dice: 1.0158, decode.d5.loss_cls: 0.6661, decode.d5.loss_mask: 0.6667, decode.d5.loss_dice: 1.0100, decode.d6.loss_cls: 0.6591, decode.d6.loss_mask: 0.6746, decode.d6.loss_dice: 1.0081, decode.d7.loss_cls: 0.6569, decode.d7.loss_mask: 0.6712, decode.d7.loss_dice: 1.0077, decode.d8.loss_cls: 0.6559, decode.d8.loss_mask: 0.6718, decode.d8.loss_dice: 1.0107, loss: 26.0775 2022-04-26 08:11:42,637 - mmseg - INFO - Iter [24400/160000] lr: 1.217e-06, eta: 1 day, 18:04:29, time: 1.104, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6582, decode.loss_mask: 0.6622, decode.loss_dice: 1.0025, decode.d0.loss_cls: 2.8003, decode.d0.loss_mask: 0.6950, decode.d0.loss_dice: 1.1635, decode.d1.loss_cls: 0.7964, decode.d1.loss_mask: 0.6808, decode.d1.loss_dice: 1.0666, decode.d2.loss_cls: 0.7044, decode.d2.loss_mask: 0.6774, decode.d2.loss_dice: 1.0325, decode.d3.loss_cls: 0.6678, decode.d3.loss_mask: 0.6738, decode.d3.loss_dice: 1.0129, decode.d4.loss_cls: 0.6597, decode.d4.loss_mask: 0.6692, decode.d4.loss_dice: 1.0135, decode.d5.loss_cls: 0.6602, decode.d5.loss_mask: 0.6699, decode.d5.loss_dice: 1.0102, decode.d6.loss_cls: 0.6497, decode.d6.loss_mask: 0.6686, decode.d6.loss_dice: 1.0038, decode.d7.loss_cls: 0.6536, decode.d7.loss_mask: 0.6626, decode.d7.loss_dice: 1.0042, decode.d8.loss_cls: 0.6453, decode.d8.loss_mask: 0.6656, decode.d8.loss_dice: 1.0081, loss: 25.9386 2022-04-26 08:12:37,206 - mmseg - INFO - Iter [24450/160000] lr: 1.216e-06, eta: 1 day, 18:03:26, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6352, decode.loss_mask: 0.6813, decode.loss_dice: 0.9915, decode.d0.loss_cls: 2.8068, decode.d0.loss_mask: 0.7197, decode.d0.loss_dice: 1.1721, decode.d1.loss_cls: 0.7686, decode.d1.loss_mask: 0.7063, decode.d1.loss_dice: 1.0604, decode.d2.loss_cls: 0.6835, decode.d2.loss_mask: 0.6945, decode.d2.loss_dice: 1.0264, decode.d3.loss_cls: 0.6502, decode.d3.loss_mask: 0.6805, decode.d3.loss_dice: 1.0032, decode.d4.loss_cls: 0.6485, decode.d4.loss_mask: 0.6809, decode.d4.loss_dice: 1.0013, decode.d5.loss_cls: 0.6314, decode.d5.loss_mask: 0.6823, decode.d5.loss_dice: 0.9992, decode.d6.loss_cls: 0.6320, decode.d6.loss_mask: 0.6803, decode.d6.loss_dice: 0.9940, decode.d7.loss_cls: 0.6305, decode.d7.loss_mask: 0.6846, decode.d7.loss_dice: 0.9956, decode.d8.loss_cls: 0.6289, decode.d8.loss_mask: 0.6773, decode.d8.loss_dice: 0.9968, loss: 25.8436 2022-04-26 08:13:31,958 - mmseg - INFO - Iter [24500/160000] lr: 1.216e-06, eta: 1 day, 18:02:24, time: 1.095, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6669, decode.loss_mask: 0.6578, decode.loss_dice: 0.9865, decode.d0.loss_cls: 2.7698, decode.d0.loss_mask: 0.6987, decode.d0.loss_dice: 1.1586, decode.d1.loss_cls: 0.8031, decode.d1.loss_mask: 0.6835, decode.d1.loss_dice: 1.0564, decode.d2.loss_cls: 0.7243, decode.d2.loss_mask: 0.6678, decode.d2.loss_dice: 1.0074, decode.d3.loss_cls: 0.6913, decode.d3.loss_mask: 0.6584, decode.d3.loss_dice: 0.9836, decode.d4.loss_cls: 0.6791, decode.d4.loss_mask: 0.6561, decode.d4.loss_dice: 0.9910, decode.d5.loss_cls: 0.6727, decode.d5.loss_mask: 0.6532, decode.d5.loss_dice: 0.9839, decode.d6.loss_cls: 0.6628, decode.d6.loss_mask: 0.6554, decode.d6.loss_dice: 0.9785, decode.d7.loss_cls: 0.6625, decode.d7.loss_mask: 0.6588, decode.d7.loss_dice: 0.9759, decode.d8.loss_cls: 0.6618, decode.d8.loss_mask: 0.6598, decode.d8.loss_dice: 0.9790, loss: 25.7448 2022-04-26 08:14:26,598 - mmseg - INFO - Iter [24550/160000] lr: 1.216e-06, eta: 1 day, 18:01:21, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6568, decode.loss_mask: 0.6591, decode.loss_dice: 0.9921, decode.d0.loss_cls: 2.8205, decode.d0.loss_mask: 0.6905, decode.d0.loss_dice: 1.1680, decode.d1.loss_cls: 0.7807, decode.d1.loss_mask: 0.6753, decode.d1.loss_dice: 1.0625, decode.d2.loss_cls: 0.7040, decode.d2.loss_mask: 0.6599, decode.d2.loss_dice: 1.0271, decode.d3.loss_cls: 0.6687, decode.d3.loss_mask: 0.6576, decode.d3.loss_dice: 1.0024, decode.d4.loss_cls: 0.6638, decode.d4.loss_mask: 0.6580, decode.d4.loss_dice: 1.0051, decode.d5.loss_cls: 0.6613, decode.d5.loss_mask: 0.6556, decode.d5.loss_dice: 1.0021, decode.d6.loss_cls: 0.6563, decode.d6.loss_mask: 0.6575, decode.d6.loss_dice: 0.9901, decode.d7.loss_cls: 0.6597, decode.d7.loss_mask: 0.6586, decode.d7.loss_dice: 0.9913, decode.d8.loss_cls: 0.6534, decode.d8.loss_mask: 0.6559, decode.d8.loss_dice: 0.9995, loss: 25.7933 2022-04-26 08:15:21,047 - mmseg - INFO - Iter [24600/160000] lr: 1.215e-06, eta: 1 day, 18:00:18, time: 1.089, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6584, decode.loss_mask: 0.6635, decode.loss_dice: 1.0152, decode.d0.loss_cls: 2.8181, decode.d0.loss_mask: 0.6980, decode.d0.loss_dice: 1.1836, decode.d1.loss_cls: 0.7711, decode.d1.loss_mask: 0.6891, decode.d1.loss_dice: 1.0958, decode.d2.loss_cls: 0.7143, decode.d2.loss_mask: 0.6784, decode.d2.loss_dice: 1.0471, decode.d3.loss_cls: 0.6756, decode.d3.loss_mask: 0.6714, decode.d3.loss_dice: 1.0321, decode.d4.loss_cls: 0.6775, decode.d4.loss_mask: 0.6666, decode.d4.loss_dice: 1.0277, decode.d5.loss_cls: 0.6594, decode.d5.loss_mask: 0.6662, decode.d5.loss_dice: 1.0278, decode.d6.loss_cls: 0.6581, decode.d6.loss_mask: 0.6651, decode.d6.loss_dice: 1.0175, decode.d7.loss_cls: 0.6522, decode.d7.loss_mask: 0.6636, decode.d7.loss_dice: 1.0150, decode.d8.loss_cls: 0.6498, decode.d8.loss_mask: 0.6644, decode.d8.loss_dice: 1.0119, loss: 26.1342 2022-04-26 08:16:16,364 - mmseg - INFO - Iter [24650/160000] lr: 1.215e-06, eta: 1 day, 17:59:19, time: 1.106, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6334, decode.loss_mask: 0.6523, decode.loss_dice: 0.9904, decode.d0.loss_cls: 2.7680, decode.d0.loss_mask: 0.6971, decode.d0.loss_dice: 1.1484, decode.d1.loss_cls: 0.7601, decode.d1.loss_mask: 0.6729, decode.d1.loss_dice: 1.0591, decode.d2.loss_cls: 0.6821, decode.d2.loss_mask: 0.6626, decode.d2.loss_dice: 1.0181, decode.d3.loss_cls: 0.6567, decode.d3.loss_mask: 0.6551, decode.d3.loss_dice: 1.0002, decode.d4.loss_cls: 0.6562, decode.d4.loss_mask: 0.6506, decode.d4.loss_dice: 0.9954, decode.d5.loss_cls: 0.6441, decode.d5.loss_mask: 0.6519, decode.d5.loss_dice: 0.9951, decode.d6.loss_cls: 0.6405, decode.d6.loss_mask: 0.6534, decode.d6.loss_dice: 0.9852, decode.d7.loss_cls: 0.6343, decode.d7.loss_mask: 0.6520, decode.d7.loss_dice: 0.9924, decode.d8.loss_cls: 0.6342, decode.d8.loss_mask: 0.6529, decode.d8.loss_dice: 0.9939, loss: 25.4888 2022-04-26 08:17:10,870 - mmseg - INFO - Iter [24700/160000] lr: 1.214e-06, eta: 1 day, 17:58:16, time: 1.090, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6614, decode.loss_mask: 0.6660, decode.loss_dice: 0.9856, decode.d0.loss_cls: 2.7987, decode.d0.loss_mask: 0.7091, decode.d0.loss_dice: 1.1619, decode.d1.loss_cls: 0.7905, decode.d1.loss_mask: 0.6932, decode.d1.loss_dice: 1.0624, decode.d2.loss_cls: 0.7060, decode.d2.loss_mask: 0.6803, decode.d2.loss_dice: 1.0177, decode.d3.loss_cls: 0.6764, decode.d3.loss_mask: 0.6698, decode.d3.loss_dice: 0.9905, decode.d4.loss_cls: 0.6732, decode.d4.loss_mask: 0.6656, decode.d4.loss_dice: 0.9926, decode.d5.loss_cls: 0.6648, decode.d5.loss_mask: 0.6647, decode.d5.loss_dice: 0.9900, decode.d6.loss_cls: 0.6618, decode.d6.loss_mask: 0.6666, decode.d6.loss_dice: 0.9792, decode.d7.loss_cls: 0.6588, decode.d7.loss_mask: 0.6679, decode.d7.loss_dice: 0.9876, decode.d8.loss_cls: 0.6604, decode.d8.loss_mask: 0.6621, decode.d8.loss_dice: 0.9864, loss: 25.8513 2022-04-26 08:18:04,171 - mmseg - INFO - Iter [24750/160000] lr: 1.214e-06, eta: 1 day, 17:57:06, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6461, decode.loss_mask: 0.6966, decode.loss_dice: 1.0202, decode.d0.loss_cls: 2.7775, decode.d0.loss_mask: 0.7314, decode.d0.loss_dice: 1.1932, decode.d1.loss_cls: 0.7838, decode.d1.loss_mask: 0.7177, decode.d1.loss_dice: 1.0931, decode.d2.loss_cls: 0.7109, decode.d2.loss_mask: 0.7020, decode.d2.loss_dice: 1.0576, decode.d3.loss_cls: 0.6679, decode.d3.loss_mask: 0.6972, decode.d3.loss_dice: 1.0326, decode.d4.loss_cls: 0.6657, decode.d4.loss_mask: 0.6909, decode.d4.loss_dice: 1.0318, decode.d5.loss_cls: 0.6566, decode.d5.loss_mask: 0.6942, decode.d5.loss_dice: 1.0313, decode.d6.loss_cls: 0.6484, decode.d6.loss_mask: 0.6937, decode.d6.loss_dice: 1.0267, decode.d7.loss_cls: 0.6480, decode.d7.loss_mask: 0.6936, decode.d7.loss_dice: 1.0223, decode.d8.loss_cls: 0.6493, decode.d8.loss_mask: 0.6943, decode.d8.loss_dice: 1.0191, loss: 26.3935 2022-04-26 08:18:58,155 - mmseg - INFO - Iter [24800/160000] lr: 1.213e-06, eta: 1 day, 17:56:00, time: 1.078, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6702, decode.loss_mask: 0.6652, decode.loss_dice: 1.0324, decode.d0.loss_cls: 2.8307, decode.d0.loss_mask: 0.7027, decode.d0.loss_dice: 1.1956, decode.d1.loss_cls: 0.7842, decode.d1.loss_mask: 0.6909, decode.d1.loss_dice: 1.1000, decode.d2.loss_cls: 0.7283, decode.d2.loss_mask: 0.6699, decode.d2.loss_dice: 1.0575, decode.d3.loss_cls: 0.7104, decode.d3.loss_mask: 0.6618, decode.d3.loss_dice: 1.0305, decode.d4.loss_cls: 0.6903, decode.d4.loss_mask: 0.6648, decode.d4.loss_dice: 1.0321, decode.d5.loss_cls: 0.6855, decode.d5.loss_mask: 0.6610, decode.d5.loss_dice: 1.0339, decode.d6.loss_cls: 0.6806, decode.d6.loss_mask: 0.6620, decode.d6.loss_dice: 1.0268, decode.d7.loss_cls: 0.6675, decode.d7.loss_mask: 0.6623, decode.d7.loss_dice: 1.0335, decode.d8.loss_cls: 0.6726, decode.d8.loss_mask: 0.6645, decode.d8.loss_dice: 1.0334, loss: 26.4011 2022-04-26 08:19:51,288 - mmseg - INFO - Iter [24850/160000] lr: 1.213e-06, eta: 1 day, 17:54:50, time: 1.065, data_time: 0.018, memory: 64049, decode.loss_cls: 0.7116, decode.loss_mask: 0.6940, decode.loss_dice: 1.0439, decode.d0.loss_cls: 2.8547, decode.d0.loss_mask: 0.7379, decode.d0.loss_dice: 1.2184, decode.d1.loss_cls: 0.8414, decode.d1.loss_mask: 0.7171, decode.d1.loss_dice: 1.1187, decode.d2.loss_cls: 0.7566, decode.d2.loss_mask: 0.7035, decode.d2.loss_dice: 1.0811, decode.d3.loss_cls: 0.7278, decode.d3.loss_mask: 0.6992, decode.d3.loss_dice: 1.0518, decode.d4.loss_cls: 0.7102, decode.d4.loss_mask: 0.7002, decode.d4.loss_dice: 1.0583, decode.d5.loss_cls: 0.7026, decode.d5.loss_mask: 0.7001, decode.d5.loss_dice: 1.0560, decode.d6.loss_cls: 0.7001, decode.d6.loss_mask: 0.6953, decode.d6.loss_dice: 1.0491, decode.d7.loss_cls: 0.7080, decode.d7.loss_mask: 0.6932, decode.d7.loss_dice: 1.0444, decode.d8.loss_cls: 0.7153, decode.d8.loss_mask: 0.6938, decode.d8.loss_dice: 1.0484, loss: 27.2328 2022-04-26 08:20:44,503 - mmseg - INFO - Iter [24900/160000] lr: 1.212e-06, eta: 1 day, 17:53:40, time: 1.064, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6712, decode.loss_mask: 0.6821, decode.loss_dice: 1.0100, decode.d0.loss_cls: 2.8287, decode.d0.loss_mask: 0.7228, decode.d0.loss_dice: 1.1853, decode.d1.loss_cls: 0.7921, decode.d1.loss_mask: 0.7093, decode.d1.loss_dice: 1.0866, decode.d2.loss_cls: 0.7297, decode.d2.loss_mask: 0.6887, decode.d2.loss_dice: 1.0439, decode.d3.loss_cls: 0.7026, decode.d3.loss_mask: 0.6807, decode.d3.loss_dice: 1.0216, decode.d4.loss_cls: 0.6931, decode.d4.loss_mask: 0.6793, decode.d4.loss_dice: 1.0232, decode.d5.loss_cls: 0.6851, decode.d5.loss_mask: 0.6782, decode.d5.loss_dice: 1.0193, decode.d6.loss_cls: 0.6720, decode.d6.loss_mask: 0.6791, decode.d6.loss_dice: 1.0040, decode.d7.loss_cls: 0.6782, decode.d7.loss_mask: 0.6790, decode.d7.loss_dice: 1.0056, decode.d8.loss_cls: 0.6678, decode.d8.loss_mask: 0.6807, decode.d8.loss_dice: 1.0058, loss: 26.4057 2022-04-26 08:21:37,846 - mmseg - INFO - Iter [24950/160000] lr: 1.212e-06, eta: 1 day, 17:52:31, time: 1.067, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6595, decode.loss_mask: 0.6753, decode.loss_dice: 0.9831, decode.d0.loss_cls: 2.8052, decode.d0.loss_mask: 0.7025, decode.d0.loss_dice: 1.1644, decode.d1.loss_cls: 0.7877, decode.d1.loss_mask: 0.6903, decode.d1.loss_dice: 1.0530, decode.d2.loss_cls: 0.7152, decode.d2.loss_mask: 0.6772, decode.d2.loss_dice: 1.0151, decode.d3.loss_cls: 0.6818, decode.d3.loss_mask: 0.6749, decode.d3.loss_dice: 0.9940, decode.d4.loss_cls: 0.6736, decode.d4.loss_mask: 0.6763, decode.d4.loss_dice: 0.9913, decode.d5.loss_cls: 0.6674, decode.d5.loss_mask: 0.6742, decode.d5.loss_dice: 0.9977, decode.d6.loss_cls: 0.6583, decode.d6.loss_mask: 0.6723, decode.d6.loss_dice: 0.9894, decode.d7.loss_cls: 0.6674, decode.d7.loss_mask: 0.6698, decode.d7.loss_dice: 0.9899, decode.d8.loss_cls: 0.6607, decode.d8.loss_mask: 0.6706, decode.d8.loss_dice: 0.9857, loss: 25.9238 2022-04-26 08:22:31,140 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 08:22:31,144 - mmseg - INFO - Iter [25000/160000] lr: 1.211e-06, eta: 1 day, 17:51:21, time: 1.066, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6751, decode.loss_mask: 0.6670, decode.loss_dice: 1.0152, decode.d0.loss_cls: 2.8214, decode.d0.loss_mask: 0.7021, decode.d0.loss_dice: 1.1755, decode.d1.loss_cls: 0.8122, decode.d1.loss_mask: 0.6886, decode.d1.loss_dice: 1.0821, decode.d2.loss_cls: 0.7252, decode.d2.loss_mask: 0.6796, decode.d2.loss_dice: 1.0418, decode.d3.loss_cls: 0.6978, decode.d3.loss_mask: 0.6698, decode.d3.loss_dice: 1.0262, decode.d4.loss_cls: 0.6856, decode.d4.loss_mask: 0.6672, decode.d4.loss_dice: 1.0332, decode.d5.loss_cls: 0.6841, decode.d5.loss_mask: 0.6680, decode.d5.loss_dice: 1.0228, decode.d6.loss_cls: 0.6807, decode.d6.loss_mask: 0.6675, decode.d6.loss_dice: 1.0126, decode.d7.loss_cls: 0.6692, decode.d7.loss_mask: 0.6700, decode.d7.loss_dice: 1.0164, decode.d8.loss_cls: 0.6756, decode.d8.loss_mask: 0.6667, decode.d8.loss_dice: 1.0132, loss: 26.3126 2022-04-26 08:23:23,602 - mmseg - INFO - Iter [25050/160000] lr: 1.211e-06, eta: 1 day, 17:50:07, time: 1.049, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6877, decode.loss_mask: 0.6988, decode.loss_dice: 1.0246, decode.d0.loss_cls: 2.7641, decode.d0.loss_mask: 0.7375, decode.d0.loss_dice: 1.1949, decode.d1.loss_cls: 0.8056, decode.d1.loss_mask: 0.7193, decode.d1.loss_dice: 1.0964, decode.d2.loss_cls: 0.7363, decode.d2.loss_mask: 0.7019, decode.d2.loss_dice: 1.0535, decode.d3.loss_cls: 0.7074, decode.d3.loss_mask: 0.6978, decode.d3.loss_dice: 1.0349, decode.d4.loss_cls: 0.6887, decode.d4.loss_mask: 0.6999, decode.d4.loss_dice: 1.0328, decode.d5.loss_cls: 0.6868, decode.d5.loss_mask: 0.6975, decode.d5.loss_dice: 1.0299, decode.d6.loss_cls: 0.6795, decode.d6.loss_mask: 0.7007, decode.d6.loss_dice: 1.0238, decode.d7.loss_cls: 0.6799, decode.d7.loss_mask: 0.7016, decode.d7.loss_dice: 1.0289, decode.d8.loss_cls: 0.6814, decode.d8.loss_mask: 0.6990, decode.d8.loss_dice: 1.0272, loss: 26.7181 2022-04-26 08:24:16,287 - mmseg - INFO - Iter [25100/160000] lr: 1.211e-06, eta: 1 day, 17:48:55, time: 1.054, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6761, decode.loss_mask: 0.6355, decode.loss_dice: 0.9788, decode.d0.loss_cls: 2.8048, decode.d0.loss_mask: 0.6743, decode.d0.loss_dice: 1.1505, decode.d1.loss_cls: 0.8035, decode.d1.loss_mask: 0.6602, decode.d1.loss_dice: 1.0531, decode.d2.loss_cls: 0.7335, decode.d2.loss_mask: 0.6432, decode.d2.loss_dice: 1.0106, decode.d3.loss_cls: 0.6952, decode.d3.loss_mask: 0.6368, decode.d3.loss_dice: 0.9865, decode.d4.loss_cls: 0.6786, decode.d4.loss_mask: 0.6372, decode.d4.loss_dice: 0.9898, decode.d5.loss_cls: 0.6667, decode.d5.loss_mask: 0.6358, decode.d5.loss_dice: 0.9873, decode.d6.loss_cls: 0.6768, decode.d6.loss_mask: 0.6277, decode.d6.loss_dice: 0.9691, decode.d7.loss_cls: 0.6856, decode.d7.loss_mask: 0.6308, decode.d7.loss_dice: 0.9698, decode.d8.loss_cls: 0.6740, decode.d8.loss_mask: 0.6352, decode.d8.loss_dice: 0.9767, loss: 25.5837 2022-04-26 08:25:09,350 - mmseg - INFO - Iter [25150/160000] lr: 1.210e-06, eta: 1 day, 17:47:44, time: 1.061, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6962, decode.loss_mask: 0.6699, decode.loss_dice: 1.0128, decode.d0.loss_cls: 2.8219, decode.d0.loss_mask: 0.7030, decode.d0.loss_dice: 1.1912, decode.d1.loss_cls: 0.8202, decode.d1.loss_mask: 0.6933, decode.d1.loss_dice: 1.0898, decode.d2.loss_cls: 0.7452, decode.d2.loss_mask: 0.6906, decode.d2.loss_dice: 1.0501, decode.d3.loss_cls: 0.7089, decode.d3.loss_mask: 0.6740, decode.d3.loss_dice: 1.0269, decode.d4.loss_cls: 0.6978, decode.d4.loss_mask: 0.6729, decode.d4.loss_dice: 1.0275, decode.d5.loss_cls: 0.7064, decode.d5.loss_mask: 0.6702, decode.d5.loss_dice: 1.0200, decode.d6.loss_cls: 0.6943, decode.d6.loss_mask: 0.6713, decode.d6.loss_dice: 1.0147, decode.d7.loss_cls: 0.6947, decode.d7.loss_mask: 0.6694, decode.d7.loss_dice: 1.0098, decode.d8.loss_cls: 0.6897, decode.d8.loss_mask: 0.6718, decode.d8.loss_dice: 1.0158, loss: 26.5203 2022-04-26 08:26:02,078 - mmseg - INFO - Iter [25200/160000] lr: 1.210e-06, eta: 1 day, 17:46:32, time: 1.055, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6904, decode.loss_mask: 0.6722, decode.loss_dice: 1.0015, decode.d0.loss_cls: 2.7819, decode.d0.loss_mask: 0.7132, decode.d0.loss_dice: 1.1701, decode.d1.loss_cls: 0.8108, decode.d1.loss_mask: 0.6986, decode.d1.loss_dice: 1.0723, decode.d2.loss_cls: 0.7382, decode.d2.loss_mask: 0.6820, decode.d2.loss_dice: 1.0302, decode.d3.loss_cls: 0.7059, decode.d3.loss_mask: 0.6747, decode.d3.loss_dice: 1.0117, decode.d4.loss_cls: 0.6960, decode.d4.loss_mask: 0.6723, decode.d4.loss_dice: 1.0145, decode.d5.loss_cls: 0.6912, decode.d5.loss_mask: 0.6721, decode.d5.loss_dice: 1.0124, decode.d6.loss_cls: 0.6836, decode.d6.loss_mask: 0.6738, decode.d6.loss_dice: 1.0077, decode.d7.loss_cls: 0.6900, decode.d7.loss_mask: 0.6720, decode.d7.loss_dice: 1.0094, decode.d8.loss_cls: 0.6891, decode.d8.loss_mask: 0.6701, decode.d8.loss_dice: 1.0053, loss: 26.3133 2022-04-26 08:26:54,575 - mmseg - INFO - Iter [25250/160000] lr: 1.209e-06, eta: 1 day, 17:45:19, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6907, decode.loss_mask: 0.6821, decode.loss_dice: 0.9993, decode.d0.loss_cls: 2.8780, decode.d0.loss_mask: 0.7111, decode.d0.loss_dice: 1.1733, decode.d1.loss_cls: 0.8012, decode.d1.loss_mask: 0.7063, decode.d1.loss_dice: 1.0735, decode.d2.loss_cls: 0.7411, decode.d2.loss_mask: 0.6893, decode.d2.loss_dice: 1.0308, decode.d3.loss_cls: 0.7101, decode.d3.loss_mask: 0.6845, decode.d3.loss_dice: 1.0122, decode.d4.loss_cls: 0.6981, decode.d4.loss_mask: 0.6849, decode.d4.loss_dice: 1.0095, decode.d5.loss_cls: 0.6872, decode.d5.loss_mask: 0.6839, decode.d5.loss_dice: 1.0018, decode.d6.loss_cls: 0.6928, decode.d6.loss_mask: 0.6839, decode.d6.loss_dice: 0.9956, decode.d7.loss_cls: 0.6922, decode.d7.loss_mask: 0.6828, decode.d7.loss_dice: 1.0020, decode.d8.loss_cls: 0.6849, decode.d8.loss_mask: 0.6841, decode.d8.loss_dice: 0.9965, loss: 26.4636 2022-04-26 08:27:50,509 - mmseg - INFO - Iter [25300/160000] lr: 1.209e-06, eta: 1 day, 17:44:24, time: 1.119, data_time: 0.062, memory: 64049, decode.loss_cls: 0.6565, decode.loss_mask: 0.6562, decode.loss_dice: 1.0190, decode.d0.loss_cls: 2.8209, decode.d0.loss_mask: 0.6968, decode.d0.loss_dice: 1.1859, decode.d1.loss_cls: 0.7838, decode.d1.loss_mask: 0.6794, decode.d1.loss_dice: 1.0804, decode.d2.loss_cls: 0.7294, decode.d2.loss_mask: 0.6642, decode.d2.loss_dice: 1.0451, decode.d3.loss_cls: 0.6786, decode.d3.loss_mask: 0.6597, decode.d3.loss_dice: 1.0253, decode.d4.loss_cls: 0.6710, decode.d4.loss_mask: 0.6589, decode.d4.loss_dice: 1.0281, decode.d5.loss_cls: 0.6644, decode.d5.loss_mask: 0.6592, decode.d5.loss_dice: 1.0249, decode.d6.loss_cls: 0.6544, decode.d6.loss_mask: 0.6559, decode.d6.loss_dice: 1.0188, decode.d7.loss_cls: 0.6521, decode.d7.loss_mask: 0.6544, decode.d7.loss_dice: 1.0171, decode.d8.loss_cls: 0.6586, decode.d8.loss_mask: 0.6564, decode.d8.loss_dice: 1.0182, loss: 26.0736 2022-04-26 08:28:44,011 - mmseg - INFO - Iter [25350/160000] lr: 1.208e-06, eta: 1 day, 17:43:16, time: 1.068, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6362, decode.loss_mask: 0.6235, decode.loss_dice: 0.9664, decode.d0.loss_cls: 2.8329, decode.d0.loss_mask: 0.6576, decode.d0.loss_dice: 1.1388, decode.d1.loss_cls: 0.7602, decode.d1.loss_mask: 0.6454, decode.d1.loss_dice: 1.0460, decode.d2.loss_cls: 0.6955, decode.d2.loss_mask: 0.6334, decode.d2.loss_dice: 1.0082, decode.d3.loss_cls: 0.6610, decode.d3.loss_mask: 0.6301, decode.d3.loss_dice: 0.9834, decode.d4.loss_cls: 0.6490, decode.d4.loss_mask: 0.6240, decode.d4.loss_dice: 0.9782, decode.d5.loss_cls: 0.6480, decode.d5.loss_mask: 0.6229, decode.d5.loss_dice: 0.9739, decode.d6.loss_cls: 0.6414, decode.d6.loss_mask: 0.6187, decode.d6.loss_dice: 0.9675, decode.d7.loss_cls: 0.6428, decode.d7.loss_mask: 0.6219, decode.d7.loss_dice: 0.9693, decode.d8.loss_cls: 0.6362, decode.d8.loss_mask: 0.6226, decode.d8.loss_dice: 0.9675, loss: 25.1024 2022-04-26 08:29:37,472 - mmseg - INFO - Iter [25400/160000] lr: 1.208e-06, eta: 1 day, 17:42:08, time: 1.071, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6406, decode.loss_mask: 0.6629, decode.loss_dice: 0.9872, decode.d0.loss_cls: 2.7862, decode.d0.loss_mask: 0.6907, decode.d0.loss_dice: 1.1496, decode.d1.loss_cls: 0.7781, decode.d1.loss_mask: 0.6779, decode.d1.loss_dice: 1.0491, decode.d2.loss_cls: 0.6992, decode.d2.loss_mask: 0.6650, decode.d2.loss_dice: 1.0065, decode.d3.loss_cls: 0.6592, decode.d3.loss_mask: 0.6598, decode.d3.loss_dice: 0.9964, decode.d4.loss_cls: 0.6568, decode.d4.loss_mask: 0.6629, decode.d4.loss_dice: 0.9933, decode.d5.loss_cls: 0.6412, decode.d5.loss_mask: 0.6613, decode.d5.loss_dice: 0.9936, decode.d6.loss_cls: 0.6386, decode.d6.loss_mask: 0.6603, decode.d6.loss_dice: 0.9830, decode.d7.loss_cls: 0.6407, decode.d7.loss_mask: 0.6637, decode.d7.loss_dice: 0.9869, decode.d8.loss_cls: 0.6306, decode.d8.loss_mask: 0.6645, decode.d8.loss_dice: 0.9893, loss: 25.5752 2022-04-26 08:30:31,733 - mmseg - INFO - Iter [25450/160000] lr: 1.207e-06, eta: 1 day, 17:41:04, time: 1.085, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6284, decode.loss_mask: 0.6553, decode.loss_dice: 0.9766, decode.d0.loss_cls: 2.7850, decode.d0.loss_mask: 0.6926, decode.d0.loss_dice: 1.1496, decode.d1.loss_cls: 0.7469, decode.d1.loss_mask: 0.6766, decode.d1.loss_dice: 1.0442, decode.d2.loss_cls: 0.6695, decode.d2.loss_mask: 0.6608, decode.d2.loss_dice: 1.0089, decode.d3.loss_cls: 0.6549, decode.d3.loss_mask: 0.6562, decode.d3.loss_dice: 0.9882, decode.d4.loss_cls: 0.6439, decode.d4.loss_mask: 0.6573, decode.d4.loss_dice: 0.9867, decode.d5.loss_cls: 0.6334, decode.d5.loss_mask: 0.6588, decode.d5.loss_dice: 0.9864, decode.d6.loss_cls: 0.6195, decode.d6.loss_mask: 0.6573, decode.d6.loss_dice: 0.9798, decode.d7.loss_cls: 0.6290, decode.d7.loss_mask: 0.6559, decode.d7.loss_dice: 0.9884, decode.d8.loss_cls: 0.6327, decode.d8.loss_mask: 0.6534, decode.d8.loss_dice: 0.9811, loss: 25.3573 2022-04-26 08:31:24,997 - mmseg - INFO - Iter [25500/160000] lr: 1.207e-06, eta: 1 day, 17:39:55, time: 1.065, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6658, decode.loss_mask: 0.6594, decode.loss_dice: 1.0036, decode.d0.loss_cls: 2.7809, decode.d0.loss_mask: 0.6983, decode.d0.loss_dice: 1.1893, decode.d1.loss_cls: 0.8034, decode.d1.loss_mask: 0.6774, decode.d1.loss_dice: 1.0749, decode.d2.loss_cls: 0.7322, decode.d2.loss_mask: 0.6633, decode.d2.loss_dice: 1.0360, decode.d3.loss_cls: 0.7036, decode.d3.loss_mask: 0.6570, decode.d3.loss_dice: 1.0090, decode.d4.loss_cls: 0.6922, decode.d4.loss_mask: 0.6557, decode.d4.loss_dice: 1.0062, decode.d5.loss_cls: 0.6770, decode.d5.loss_mask: 0.6538, decode.d5.loss_dice: 1.0086, decode.d6.loss_cls: 0.6681, decode.d6.loss_mask: 0.6497, decode.d6.loss_dice: 0.9971, decode.d7.loss_cls: 0.6696, decode.d7.loss_mask: 0.6534, decode.d7.loss_dice: 1.0026, decode.d8.loss_cls: 0.6679, decode.d8.loss_mask: 0.6548, decode.d8.loss_dice: 0.9994, loss: 26.0104 2022-04-26 08:32:18,279 - mmseg - INFO - Iter [25550/160000] lr: 1.207e-06, eta: 1 day, 17:38:47, time: 1.066, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6191, decode.loss_mask: 0.6813, decode.loss_dice: 1.0095, decode.d0.loss_cls: 2.7386, decode.d0.loss_mask: 0.7237, decode.d0.loss_dice: 1.1772, decode.d1.loss_cls: 0.7545, decode.d1.loss_mask: 0.7017, decode.d1.loss_dice: 1.0845, decode.d2.loss_cls: 0.6892, decode.d2.loss_mask: 0.6838, decode.d2.loss_dice: 1.0333, decode.d3.loss_cls: 0.6444, decode.d3.loss_mask: 0.6802, decode.d3.loss_dice: 1.0096, decode.d4.loss_cls: 0.6347, decode.d4.loss_mask: 0.6796, decode.d4.loss_dice: 1.0082, decode.d5.loss_cls: 0.6270, decode.d5.loss_mask: 0.6812, decode.d5.loss_dice: 1.0114, decode.d6.loss_cls: 0.6143, decode.d6.loss_mask: 0.6806, decode.d6.loss_dice: 1.0050, decode.d7.loss_cls: 0.6202, decode.d7.loss_mask: 0.6771, decode.d7.loss_dice: 1.0064, decode.d8.loss_cls: 0.6144, decode.d8.loss_mask: 0.6854, decode.d8.loss_dice: 1.0098, loss: 25.7859 2022-04-26 08:33:11,004 - mmseg - INFO - Iter [25600/160000] lr: 1.206e-06, eta: 1 day, 17:37:35, time: 1.054, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6627, decode.loss_mask: 0.6489, decode.loss_dice: 0.9866, decode.d0.loss_cls: 2.8361, decode.d0.loss_mask: 0.6828, decode.d0.loss_dice: 1.1437, decode.d1.loss_cls: 0.7947, decode.d1.loss_mask: 0.6678, decode.d1.loss_dice: 1.0516, decode.d2.loss_cls: 0.7195, decode.d2.loss_mask: 0.6606, decode.d2.loss_dice: 1.0114, decode.d3.loss_cls: 0.6847, decode.d3.loss_mask: 0.6577, decode.d3.loss_dice: 0.9914, decode.d4.loss_cls: 0.6825, decode.d4.loss_mask: 0.6493, decode.d4.loss_dice: 0.9886, decode.d5.loss_cls: 0.6706, decode.d5.loss_mask: 0.6506, decode.d5.loss_dice: 0.9873, decode.d6.loss_cls: 0.6671, decode.d6.loss_mask: 0.6484, decode.d6.loss_dice: 0.9825, decode.d7.loss_cls: 0.6628, decode.d7.loss_mask: 0.6487, decode.d7.loss_dice: 0.9830, decode.d8.loss_cls: 0.6611, decode.d8.loss_mask: 0.6488, decode.d8.loss_dice: 0.9862, loss: 25.7175 2022-04-26 08:34:04,249 - mmseg - INFO - Iter [25650/160000] lr: 1.206e-06, eta: 1 day, 17:36:26, time: 1.065, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6513, decode.loss_mask: 0.6611, decode.loss_dice: 0.9958, decode.d0.loss_cls: 2.7487, decode.d0.loss_mask: 0.6991, decode.d0.loss_dice: 1.1687, decode.d1.loss_cls: 0.7978, decode.d1.loss_mask: 0.6826, decode.d1.loss_dice: 1.0544, decode.d2.loss_cls: 0.7118, decode.d2.loss_mask: 0.6690, decode.d2.loss_dice: 1.0198, decode.d3.loss_cls: 0.6796, decode.d3.loss_mask: 0.6616, decode.d3.loss_dice: 1.0003, decode.d4.loss_cls: 0.6691, decode.d4.loss_mask: 0.6617, decode.d4.loss_dice: 1.0018, decode.d5.loss_cls: 0.6685, decode.d5.loss_mask: 0.6603, decode.d5.loss_dice: 1.0054, decode.d6.loss_cls: 0.6570, decode.d6.loss_mask: 0.6582, decode.d6.loss_dice: 0.9961, decode.d7.loss_cls: 0.6586, decode.d7.loss_mask: 0.6593, decode.d7.loss_dice: 0.9976, decode.d8.loss_cls: 0.6556, decode.d8.loss_mask: 0.6585, decode.d8.loss_dice: 0.9980, loss: 25.8073 2022-04-26 08:34:57,555 - mmseg - INFO - Iter [25700/160000] lr: 1.205e-06, eta: 1 day, 17:35:18, time: 1.066, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6374, decode.loss_mask: 0.6462, decode.loss_dice: 0.9949, decode.d0.loss_cls: 2.7861, decode.d0.loss_mask: 0.6818, decode.d0.loss_dice: 1.1464, decode.d1.loss_cls: 0.7703, decode.d1.loss_mask: 0.6707, decode.d1.loss_dice: 1.0641, decode.d2.loss_cls: 0.7029, decode.d2.loss_mask: 0.6539, decode.d2.loss_dice: 1.0246, decode.d3.loss_cls: 0.6594, decode.d3.loss_mask: 0.6494, decode.d3.loss_dice: 1.0099, decode.d4.loss_cls: 0.6515, decode.d4.loss_mask: 0.6474, decode.d4.loss_dice: 0.9991, decode.d5.loss_cls: 0.6425, decode.d5.loss_mask: 0.6503, decode.d5.loss_dice: 1.0023, decode.d6.loss_cls: 0.6383, decode.d6.loss_mask: 0.6484, decode.d6.loss_dice: 0.9928, decode.d7.loss_cls: 0.6424, decode.d7.loss_mask: 0.6484, decode.d7.loss_dice: 0.9918, decode.d8.loss_cls: 0.6373, decode.d8.loss_mask: 0.6501, decode.d8.loss_dice: 0.9951, loss: 25.5358 2022-04-26 08:35:50,111 - mmseg - INFO - Iter [25750/160000] lr: 1.205e-06, eta: 1 day, 17:34:05, time: 1.051, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6124, decode.loss_mask: 0.6479, decode.loss_dice: 0.9716, decode.d0.loss_cls: 2.7865, decode.d0.loss_mask: 0.6792, decode.d0.loss_dice: 1.1297, decode.d1.loss_cls: 0.7493, decode.d1.loss_mask: 0.6743, decode.d1.loss_dice: 1.0426, decode.d2.loss_cls: 0.6776, decode.d2.loss_mask: 0.6575, decode.d2.loss_dice: 1.0071, decode.d3.loss_cls: 0.6391, decode.d3.loss_mask: 0.6525, decode.d3.loss_dice: 0.9814, decode.d4.loss_cls: 0.6252, decode.d4.loss_mask: 0.6527, decode.d4.loss_dice: 0.9813, decode.d5.loss_cls: 0.6125, decode.d5.loss_mask: 0.6493, decode.d5.loss_dice: 0.9825, decode.d6.loss_cls: 0.6162, decode.d6.loss_mask: 0.6459, decode.d6.loss_dice: 0.9670, decode.d7.loss_cls: 0.6149, decode.d7.loss_mask: 0.6472, decode.d7.loss_dice: 0.9756, decode.d8.loss_cls: 0.6131, decode.d8.loss_mask: 0.6459, decode.d8.loss_dice: 0.9719, loss: 25.1100 2022-04-26 08:36:42,784 - mmseg - INFO - Iter [25800/160000] lr: 1.204e-06, eta: 1 day, 17:32:54, time: 1.053, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6462, decode.loss_mask: 0.6666, decode.loss_dice: 0.9971, decode.d0.loss_cls: 2.7841, decode.d0.loss_mask: 0.7126, decode.d0.loss_dice: 1.1582, decode.d1.loss_cls: 0.7699, decode.d1.loss_mask: 0.6916, decode.d1.loss_dice: 1.0675, decode.d2.loss_cls: 0.6935, decode.d2.loss_mask: 0.6792, decode.d2.loss_dice: 1.0265, decode.d3.loss_cls: 0.6723, decode.d3.loss_mask: 0.6690, decode.d3.loss_dice: 1.0125, decode.d4.loss_cls: 0.6586, decode.d4.loss_mask: 0.6612, decode.d4.loss_dice: 1.0028, decode.d5.loss_cls: 0.6489, decode.d5.loss_mask: 0.6634, decode.d5.loss_dice: 0.9983, decode.d6.loss_cls: 0.6475, decode.d6.loss_mask: 0.6630, decode.d6.loss_dice: 0.9953, decode.d7.loss_cls: 0.6330, decode.d7.loss_mask: 0.6662, decode.d7.loss_dice: 0.9972, decode.d8.loss_cls: 0.6441, decode.d8.loss_mask: 0.6655, decode.d8.loss_dice: 0.9932, loss: 25.7848 2022-04-26 08:37:35,428 - mmseg - INFO - Iter [25850/160000] lr: 1.204e-06, eta: 1 day, 17:31:42, time: 1.053, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6221, decode.loss_mask: 0.6560, decode.loss_dice: 0.9755, decode.d0.loss_cls: 2.7919, decode.d0.loss_mask: 0.7045, decode.d0.loss_dice: 1.1407, decode.d1.loss_cls: 0.7420, decode.d1.loss_mask: 0.6797, decode.d1.loss_dice: 1.0463, decode.d2.loss_cls: 0.6798, decode.d2.loss_mask: 0.6645, decode.d2.loss_dice: 1.0052, decode.d3.loss_cls: 0.6368, decode.d3.loss_mask: 0.6610, decode.d3.loss_dice: 0.9923, decode.d4.loss_cls: 0.6242, decode.d4.loss_mask: 0.6610, decode.d4.loss_dice: 0.9913, decode.d5.loss_cls: 0.6181, decode.d5.loss_mask: 0.6591, decode.d5.loss_dice: 0.9897, decode.d6.loss_cls: 0.6224, decode.d6.loss_mask: 0.6601, decode.d6.loss_dice: 0.9798, decode.d7.loss_cls: 0.6259, decode.d7.loss_mask: 0.6556, decode.d7.loss_dice: 0.9787, decode.d8.loss_cls: 0.6223, decode.d8.loss_mask: 0.6565, decode.d8.loss_dice: 0.9755, loss: 25.3185 2022-04-26 08:38:28,350 - mmseg - INFO - Iter [25900/160000] lr: 1.203e-06, eta: 1 day, 17:30:32, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6383, decode.loss_mask: 0.6594, decode.loss_dice: 1.0005, decode.d0.loss_cls: 2.6888, decode.d0.loss_mask: 0.7047, decode.d0.loss_dice: 1.1635, decode.d1.loss_cls: 0.7664, decode.d1.loss_mask: 0.6837, decode.d1.loss_dice: 1.0577, decode.d2.loss_cls: 0.6863, decode.d2.loss_mask: 0.6733, decode.d2.loss_dice: 1.0309, decode.d3.loss_cls: 0.6497, decode.d3.loss_mask: 0.6670, decode.d3.loss_dice: 1.0080, decode.d4.loss_cls: 0.6464, decode.d4.loss_mask: 0.6659, decode.d4.loss_dice: 1.0046, decode.d5.loss_cls: 0.6431, decode.d5.loss_mask: 0.6646, decode.d5.loss_dice: 0.9990, decode.d6.loss_cls: 0.6325, decode.d6.loss_mask: 0.6662, decode.d6.loss_dice: 0.9976, decode.d7.loss_cls: 0.6333, decode.d7.loss_mask: 0.6635, decode.d7.loss_dice: 0.9988, decode.d8.loss_cls: 0.6373, decode.d8.loss_mask: 0.6599, decode.d8.loss_dice: 0.9909, loss: 25.5815 2022-04-26 08:39:21,186 - mmseg - INFO - Iter [25950/160000] lr: 1.203e-06, eta: 1 day, 17:29:21, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6363, decode.loss_mask: 0.6494, decode.loss_dice: 0.9858, decode.d0.loss_cls: 2.7294, decode.d0.loss_mask: 0.6738, decode.d0.loss_dice: 1.1455, decode.d1.loss_cls: 0.7545, decode.d1.loss_mask: 0.6672, decode.d1.loss_dice: 1.0543, decode.d2.loss_cls: 0.6733, decode.d2.loss_mask: 0.6570, decode.d2.loss_dice: 1.0159, decode.d3.loss_cls: 0.6440, decode.d3.loss_mask: 0.6527, decode.d3.loss_dice: 0.9980, decode.d4.loss_cls: 0.6327, decode.d4.loss_mask: 0.6492, decode.d4.loss_dice: 0.9960, decode.d5.loss_cls: 0.6294, decode.d5.loss_mask: 0.6527, decode.d5.loss_dice: 0.9921, decode.d6.loss_cls: 0.6307, decode.d6.loss_mask: 0.6486, decode.d6.loss_dice: 0.9866, decode.d7.loss_cls: 0.6305, decode.d7.loss_mask: 0.6496, decode.d7.loss_dice: 0.9855, decode.d8.loss_cls: 0.6281, decode.d8.loss_mask: 0.6487, decode.d8.loss_dice: 0.9819, loss: 25.2794 2022-04-26 08:40:13,970 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 08:40:13,979 - mmseg - INFO - Iter [26000/160000] lr: 1.202e-06, eta: 1 day, 17:28:10, time: 1.056, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6624, decode.loss_mask: 0.6571, decode.loss_dice: 0.9898, decode.d0.loss_cls: 2.8314, decode.d0.loss_mask: 0.6951, decode.d0.loss_dice: 1.1600, decode.d1.loss_cls: 0.8074, decode.d1.loss_mask: 0.6768, decode.d1.loss_dice: 1.0601, decode.d2.loss_cls: 0.7243, decode.d2.loss_mask: 0.6672, decode.d2.loss_dice: 1.0223, decode.d3.loss_cls: 0.6920, decode.d3.loss_mask: 0.6569, decode.d3.loss_dice: 0.9989, decode.d4.loss_cls: 0.6842, decode.d4.loss_mask: 0.6536, decode.d4.loss_dice: 1.0000, decode.d5.loss_cls: 0.6705, decode.d5.loss_mask: 0.6555, decode.d5.loss_dice: 0.9966, decode.d6.loss_cls: 0.6563, decode.d6.loss_mask: 0.6578, decode.d6.loss_dice: 0.9898, decode.d7.loss_cls: 0.6549, decode.d7.loss_mask: 0.6604, decode.d7.loss_dice: 0.9947, decode.d8.loss_cls: 0.6555, decode.d8.loss_mask: 0.6584, decode.d8.loss_dice: 0.9946, loss: 25.8845 2022-04-26 08:41:07,334 - mmseg - INFO - Iter [26050/160000] lr: 1.202e-06, eta: 1 day, 17:27:02, time: 1.067, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6743, decode.loss_mask: 0.6702, decode.loss_dice: 1.0246, decode.d0.loss_cls: 2.8144, decode.d0.loss_mask: 0.7056, decode.d0.loss_dice: 1.2007, decode.d1.loss_cls: 0.8223, decode.d1.loss_mask: 0.6928, decode.d1.loss_dice: 1.1015, decode.d2.loss_cls: 0.7345, decode.d2.loss_mask: 0.6753, decode.d2.loss_dice: 1.0561, decode.d3.loss_cls: 0.7013, decode.d3.loss_mask: 0.6658, decode.d3.loss_dice: 1.0329, decode.d4.loss_cls: 0.6968, decode.d4.loss_mask: 0.6704, decode.d4.loss_dice: 1.0355, decode.d5.loss_cls: 0.6822, decode.d5.loss_mask: 0.6705, decode.d5.loss_dice: 1.0292, decode.d6.loss_cls: 0.6754, decode.d6.loss_mask: 0.6648, decode.d6.loss_dice: 1.0206, decode.d7.loss_cls: 0.6688, decode.d7.loss_mask: 0.6657, decode.d7.loss_dice: 1.0262, decode.d8.loss_cls: 0.6730, decode.d8.loss_mask: 0.6680, decode.d8.loss_dice: 1.0194, loss: 26.4390 2022-04-26 08:42:00,511 - mmseg - INFO - Iter [26100/160000] lr: 1.202e-06, eta: 1 day, 17:25:54, time: 1.063, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6307, decode.loss_mask: 0.6509, decode.loss_dice: 1.0076, decode.d0.loss_cls: 2.7777, decode.d0.loss_mask: 0.6962, decode.d0.loss_dice: 1.1669, decode.d1.loss_cls: 0.7585, decode.d1.loss_mask: 0.6794, decode.d1.loss_dice: 1.0724, decode.d2.loss_cls: 0.6994, decode.d2.loss_mask: 0.6596, decode.d2.loss_dice: 1.0259, decode.d3.loss_cls: 0.6630, decode.d3.loss_mask: 0.6533, decode.d3.loss_dice: 1.0057, decode.d4.loss_cls: 0.6465, decode.d4.loss_mask: 0.6500, decode.d4.loss_dice: 1.0045, decode.d5.loss_cls: 0.6369, decode.d5.loss_mask: 0.6521, decode.d5.loss_dice: 1.0067, decode.d6.loss_cls: 0.6372, decode.d6.loss_mask: 0.6520, decode.d6.loss_dice: 0.9999, decode.d7.loss_cls: 0.6332, decode.d7.loss_mask: 0.6488, decode.d7.loss_dice: 1.0010, decode.d8.loss_cls: 0.6279, decode.d8.loss_mask: 0.6532, decode.d8.loss_dice: 1.0037, loss: 25.6008 2022-04-26 08:42:54,030 - mmseg - INFO - Iter [26150/160000] lr: 1.201e-06, eta: 1 day, 17:24:47, time: 1.071, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6177, decode.loss_mask: 0.6697, decode.loss_dice: 0.9753, decode.d0.loss_cls: 2.7107, decode.d0.loss_mask: 0.6990, decode.d0.loss_dice: 1.1352, decode.d1.loss_cls: 0.7370, decode.d1.loss_mask: 0.6886, decode.d1.loss_dice: 1.0329, decode.d2.loss_cls: 0.6758, decode.d2.loss_mask: 0.6783, decode.d2.loss_dice: 0.9987, decode.d3.loss_cls: 0.6540, decode.d3.loss_mask: 0.6716, decode.d3.loss_dice: 0.9894, decode.d4.loss_cls: 0.6465, decode.d4.loss_mask: 0.6699, decode.d4.loss_dice: 0.9810, decode.d5.loss_cls: 0.6371, decode.d5.loss_mask: 0.6662, decode.d5.loss_dice: 0.9823, decode.d6.loss_cls: 0.6235, decode.d6.loss_mask: 0.6674, decode.d6.loss_dice: 0.9763, decode.d7.loss_cls: 0.6207, decode.d7.loss_mask: 0.6656, decode.d7.loss_dice: 0.9770, decode.d8.loss_cls: 0.6163, decode.d8.loss_mask: 0.6682, decode.d8.loss_dice: 0.9792, loss: 25.3110 2022-04-26 08:43:47,361 - mmseg - INFO - Iter [26200/160000] lr: 1.201e-06, eta: 1 day, 17:23:39, time: 1.067, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6440, decode.loss_mask: 0.6693, decode.loss_dice: 0.9932, decode.d0.loss_cls: 2.8464, decode.d0.loss_mask: 0.7081, decode.d0.loss_dice: 1.1632, decode.d1.loss_cls: 0.7827, decode.d1.loss_mask: 0.6996, decode.d1.loss_dice: 1.0714, decode.d2.loss_cls: 0.7084, decode.d2.loss_mask: 0.6804, decode.d2.loss_dice: 1.0267, decode.d3.loss_cls: 0.6708, decode.d3.loss_mask: 0.6737, decode.d3.loss_dice: 1.0063, decode.d4.loss_cls: 0.6562, decode.d4.loss_mask: 0.6758, decode.d4.loss_dice: 1.0110, decode.d5.loss_cls: 0.6529, decode.d5.loss_mask: 0.6744, decode.d5.loss_dice: 1.0045, decode.d6.loss_cls: 0.6411, decode.d6.loss_mask: 0.6758, decode.d6.loss_dice: 1.0010, decode.d7.loss_cls: 0.6369, decode.d7.loss_mask: 0.6728, decode.d7.loss_dice: 1.0009, decode.d8.loss_cls: 0.6391, decode.d8.loss_mask: 0.6698, decode.d8.loss_dice: 1.0032, loss: 25.9597 2022-04-26 08:44:40,137 - mmseg - INFO - Iter [26250/160000] lr: 1.200e-06, eta: 1 day, 17:22:29, time: 1.056, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6531, decode.loss_mask: 0.6638, decode.loss_dice: 0.9741, decode.d0.loss_cls: 2.7264, decode.d0.loss_mask: 0.6952, decode.d0.loss_dice: 1.1391, decode.d1.loss_cls: 0.7827, decode.d1.loss_mask: 0.6761, decode.d1.loss_dice: 1.0439, decode.d2.loss_cls: 0.7050, decode.d2.loss_mask: 0.6701, decode.d2.loss_dice: 1.0027, decode.d3.loss_cls: 0.6854, decode.d3.loss_mask: 0.6624, decode.d3.loss_dice: 0.9857, decode.d4.loss_cls: 0.6695, decode.d4.loss_mask: 0.6640, decode.d4.loss_dice: 0.9868, decode.d5.loss_cls: 0.6614, decode.d5.loss_mask: 0.6610, decode.d5.loss_dice: 0.9815, decode.d6.loss_cls: 0.6630, decode.d6.loss_mask: 0.6606, decode.d6.loss_dice: 0.9724, decode.d7.loss_cls: 0.6586, decode.d7.loss_mask: 0.6657, decode.d7.loss_dice: 0.9794, decode.d8.loss_cls: 0.6514, decode.d8.loss_mask: 0.6635, decode.d8.loss_dice: 0.9817, loss: 25.5860 2022-04-26 08:45:32,838 - mmseg - INFO - Iter [26300/160000] lr: 1.200e-06, eta: 1 day, 17:21:18, time: 1.054, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6387, decode.loss_mask: 0.6918, decode.loss_dice: 1.0116, decode.d0.loss_cls: 2.7034, decode.d0.loss_mask: 0.7232, decode.d0.loss_dice: 1.1549, decode.d1.loss_cls: 0.7495, decode.d1.loss_mask: 0.7089, decode.d1.loss_dice: 1.0798, decode.d2.loss_cls: 0.6916, decode.d2.loss_mask: 0.6988, decode.d2.loss_dice: 1.0341, decode.d3.loss_cls: 0.6745, decode.d3.loss_mask: 0.6904, decode.d3.loss_dice: 1.0217, decode.d4.loss_cls: 0.6592, decode.d4.loss_mask: 0.6901, decode.d4.loss_dice: 1.0230, decode.d5.loss_cls: 0.6573, decode.d5.loss_mask: 0.6867, decode.d5.loss_dice: 1.0180, decode.d6.loss_cls: 0.6462, decode.d6.loss_mask: 0.6895, decode.d6.loss_dice: 1.0038, decode.d7.loss_cls: 0.6371, decode.d7.loss_mask: 0.6915, decode.d7.loss_dice: 1.0122, decode.d8.loss_cls: 0.6397, decode.d8.loss_mask: 0.6922, decode.d8.loss_dice: 1.0154, loss: 26.0348 2022-04-26 08:46:25,517 - mmseg - INFO - Iter [26350/160000] lr: 1.199e-06, eta: 1 day, 17:20:07, time: 1.054, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6751, decode.loss_mask: 0.6674, decode.loss_dice: 1.0205, decode.d0.loss_cls: 2.7371, decode.d0.loss_mask: 0.7126, decode.d0.loss_dice: 1.1906, decode.d1.loss_cls: 0.7936, decode.d1.loss_mask: 0.6874, decode.d1.loss_dice: 1.0876, decode.d2.loss_cls: 0.7230, decode.d2.loss_mask: 0.6770, decode.d2.loss_dice: 1.0472, decode.d3.loss_cls: 0.6982, decode.d3.loss_mask: 0.6637, decode.d3.loss_dice: 1.0141, decode.d4.loss_cls: 0.6783, decode.d4.loss_mask: 0.6696, decode.d4.loss_dice: 1.0191, decode.d5.loss_cls: 0.6729, decode.d5.loss_mask: 0.6694, decode.d5.loss_dice: 1.0230, decode.d6.loss_cls: 0.6770, decode.d6.loss_mask: 0.6674, decode.d6.loss_dice: 1.0176, decode.d7.loss_cls: 0.6679, decode.d7.loss_mask: 0.6694, decode.d7.loss_dice: 1.0204, decode.d8.loss_cls: 0.6722, decode.d8.loss_mask: 0.6679, decode.d8.loss_dice: 1.0218, loss: 26.2089 2022-04-26 08:47:18,936 - mmseg - INFO - Iter [26400/160000] lr: 1.199e-06, eta: 1 day, 17:19:00, time: 1.068, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6529, decode.loss_mask: 0.6558, decode.loss_dice: 0.9924, decode.d0.loss_cls: 2.7490, decode.d0.loss_mask: 0.6842, decode.d0.loss_dice: 1.1596, decode.d1.loss_cls: 0.7792, decode.d1.loss_mask: 0.6772, decode.d1.loss_dice: 1.0602, decode.d2.loss_cls: 0.7132, decode.d2.loss_mask: 0.6707, decode.d2.loss_dice: 1.0199, decode.d3.loss_cls: 0.6870, decode.d3.loss_mask: 0.6594, decode.d3.loss_dice: 0.9997, decode.d4.loss_cls: 0.6731, decode.d4.loss_mask: 0.6590, decode.d4.loss_dice: 1.0063, decode.d5.loss_cls: 0.6675, decode.d5.loss_mask: 0.6548, decode.d5.loss_dice: 0.9978, decode.d6.loss_cls: 0.6566, decode.d6.loss_mask: 0.6508, decode.d6.loss_dice: 0.9897, decode.d7.loss_cls: 0.6501, decode.d7.loss_mask: 0.6546, decode.d7.loss_dice: 0.9918, decode.d8.loss_cls: 0.6426, decode.d8.loss_mask: 0.6555, decode.d8.loss_dice: 0.9916, loss: 25.7022 2022-04-26 08:48:11,566 - mmseg - INFO - Iter [26450/160000] lr: 1.198e-06, eta: 1 day, 17:17:49, time: 1.053, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6368, decode.loss_mask: 0.6885, decode.loss_dice: 0.9924, decode.d0.loss_cls: 2.7828, decode.d0.loss_mask: 0.7250, decode.d0.loss_dice: 1.1467, decode.d1.loss_cls: 0.7692, decode.d1.loss_mask: 0.7100, decode.d1.loss_dice: 1.0585, decode.d2.loss_cls: 0.6923, decode.d2.loss_mask: 0.7002, decode.d2.loss_dice: 1.0193, decode.d3.loss_cls: 0.6613, decode.d3.loss_mask: 0.6913, decode.d3.loss_dice: 0.9996, decode.d4.loss_cls: 0.6574, decode.d4.loss_mask: 0.6871, decode.d4.loss_dice: 1.0015, decode.d5.loss_cls: 0.6531, decode.d5.loss_mask: 0.6911, decode.d5.loss_dice: 1.0026, decode.d6.loss_cls: 0.6475, decode.d6.loss_mask: 0.6893, decode.d6.loss_dice: 0.9935, decode.d7.loss_cls: 0.6506, decode.d7.loss_mask: 0.6836, decode.d7.loss_dice: 0.9979, decode.d8.loss_cls: 0.6448, decode.d8.loss_mask: 0.6853, decode.d8.loss_dice: 0.9979, loss: 25.9569 2022-04-26 08:49:04,246 - mmseg - INFO - Iter [26500/160000] lr: 1.198e-06, eta: 1 day, 17:16:38, time: 1.054, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6699, decode.loss_mask: 0.6728, decode.loss_dice: 1.0364, decode.d0.loss_cls: 2.7659, decode.d0.loss_mask: 0.7158, decode.d0.loss_dice: 1.2025, decode.d1.loss_cls: 0.7800, decode.d1.loss_mask: 0.7075, decode.d1.loss_dice: 1.1169, decode.d2.loss_cls: 0.7312, decode.d2.loss_mask: 0.6865, decode.d2.loss_dice: 1.0716, decode.d3.loss_cls: 0.6896, decode.d3.loss_mask: 0.6822, decode.d3.loss_dice: 1.0490, decode.d4.loss_cls: 0.6768, decode.d4.loss_mask: 0.6777, decode.d4.loss_dice: 1.0410, decode.d5.loss_cls: 0.6754, decode.d5.loss_mask: 0.6755, decode.d5.loss_dice: 1.0417, decode.d6.loss_cls: 0.6540, decode.d6.loss_mask: 0.6754, decode.d6.loss_dice: 1.0343, decode.d7.loss_cls: 0.6548, decode.d7.loss_mask: 0.6801, decode.d7.loss_dice: 1.0390, decode.d8.loss_cls: 0.6650, decode.d8.loss_mask: 0.6772, decode.d8.loss_dice: 1.0366, loss: 26.4824 2022-04-26 08:50:00,161 - mmseg - INFO - Iter [26550/160000] lr: 1.198e-06, eta: 1 day, 17:15:44, time: 1.118, data_time: 0.063, memory: 64049, decode.loss_cls: 0.5942, decode.loss_mask: 0.6590, decode.loss_dice: 0.9680, decode.d0.loss_cls: 2.7216, decode.d0.loss_mask: 0.6907, decode.d0.loss_dice: 1.1267, decode.d1.loss_cls: 0.7182, decode.d1.loss_mask: 0.6771, decode.d1.loss_dice: 1.0441, decode.d2.loss_cls: 0.6384, decode.d2.loss_mask: 0.6615, decode.d2.loss_dice: 1.0067, decode.d3.loss_cls: 0.6161, decode.d3.loss_mask: 0.6623, decode.d3.loss_dice: 0.9789, decode.d4.loss_cls: 0.6020, decode.d4.loss_mask: 0.6582, decode.d4.loss_dice: 0.9774, decode.d5.loss_cls: 0.6052, decode.d5.loss_mask: 0.6585, decode.d5.loss_dice: 0.9725, decode.d6.loss_cls: 0.5959, decode.d6.loss_mask: 0.6570, decode.d6.loss_dice: 0.9681, decode.d7.loss_cls: 0.5933, decode.d7.loss_mask: 0.6541, decode.d7.loss_dice: 0.9667, decode.d8.loss_cls: 0.5885, decode.d8.loss_mask: 0.6604, decode.d8.loss_dice: 0.9684, loss: 24.8897 2022-04-26 08:50:52,576 - mmseg - INFO - Iter [26600/160000] lr: 1.197e-06, eta: 1 day, 17:14:32, time: 1.048, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6281, decode.loss_mask: 0.6453, decode.loss_dice: 0.9625, decode.d0.loss_cls: 2.6955, decode.d0.loss_mask: 0.6910, decode.d0.loss_dice: 1.1420, decode.d1.loss_cls: 0.7524, decode.d1.loss_mask: 0.6698, decode.d1.loss_dice: 1.0442, decode.d2.loss_cls: 0.6907, decode.d2.loss_mask: 0.6528, decode.d2.loss_dice: 0.9923, decode.d3.loss_cls: 0.6442, decode.d3.loss_mask: 0.6514, decode.d3.loss_dice: 0.9728, decode.d4.loss_cls: 0.6324, decode.d4.loss_mask: 0.6495, decode.d4.loss_dice: 0.9725, decode.d5.loss_cls: 0.6321, decode.d5.loss_mask: 0.6472, decode.d5.loss_dice: 0.9713, decode.d6.loss_cls: 0.6254, decode.d6.loss_mask: 0.6453, decode.d6.loss_dice: 0.9648, decode.d7.loss_cls: 0.6260, decode.d7.loss_mask: 0.6493, decode.d7.loss_dice: 0.9636, decode.d8.loss_cls: 0.6277, decode.d8.loss_mask: 0.6478, decode.d8.loss_dice: 0.9679, loss: 25.0577 2022-04-26 08:51:45,173 - mmseg - INFO - Iter [26650/160000] lr: 1.197e-06, eta: 1 day, 17:13:21, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6428, decode.loss_mask: 0.6360, decode.loss_dice: 0.9451, decode.d0.loss_cls: 2.7378, decode.d0.loss_mask: 0.6707, decode.d0.loss_dice: 1.1181, decode.d1.loss_cls: 0.7642, decode.d1.loss_mask: 0.6612, decode.d1.loss_dice: 1.0234, decode.d2.loss_cls: 0.6959, decode.d2.loss_mask: 0.6430, decode.d2.loss_dice: 0.9726, decode.d3.loss_cls: 0.6565, decode.d3.loss_mask: 0.6313, decode.d3.loss_dice: 0.9593, decode.d4.loss_cls: 0.6467, decode.d4.loss_mask: 0.6301, decode.d4.loss_dice: 0.9632, decode.d5.loss_cls: 0.6458, decode.d5.loss_mask: 0.6325, decode.d5.loss_dice: 0.9534, decode.d6.loss_cls: 0.6378, decode.d6.loss_mask: 0.6308, decode.d6.loss_dice: 0.9425, decode.d7.loss_cls: 0.6396, decode.d7.loss_mask: 0.6349, decode.d7.loss_dice: 0.9469, decode.d8.loss_cls: 0.6436, decode.d8.loss_mask: 0.6312, decode.d8.loss_dice: 0.9457, loss: 24.8825 2022-04-26 08:52:38,551 - mmseg - INFO - Iter [26700/160000] lr: 1.196e-06, eta: 1 day, 17:12:14, time: 1.068, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6286, decode.loss_mask: 0.6879, decode.loss_dice: 0.9966, decode.d0.loss_cls: 2.7553, decode.d0.loss_mask: 0.7288, decode.d0.loss_dice: 1.1689, decode.d1.loss_cls: 0.7550, decode.d1.loss_mask: 0.7148, decode.d1.loss_dice: 1.0778, decode.d2.loss_cls: 0.6859, decode.d2.loss_mask: 0.6983, decode.d2.loss_dice: 1.0324, decode.d3.loss_cls: 0.6551, decode.d3.loss_mask: 0.6917, decode.d3.loss_dice: 1.0066, decode.d4.loss_cls: 0.6466, decode.d4.loss_mask: 0.6907, decode.d4.loss_dice: 1.0075, decode.d5.loss_cls: 0.6352, decode.d5.loss_mask: 0.6889, decode.d5.loss_dice: 1.0055, decode.d6.loss_cls: 0.6310, decode.d6.loss_mask: 0.6899, decode.d6.loss_dice: 0.9933, decode.d7.loss_cls: 0.6326, decode.d7.loss_mask: 0.6875, decode.d7.loss_dice: 1.0005, decode.d8.loss_cls: 0.6259, decode.d8.loss_mask: 0.6885, decode.d8.loss_dice: 1.0020, loss: 25.9095 2022-04-26 08:53:31,399 - mmseg - INFO - Iter [26750/160000] lr: 1.196e-06, eta: 1 day, 17:11:05, time: 1.057, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6305, decode.loss_mask: 0.6436, decode.loss_dice: 0.9846, decode.d0.loss_cls: 2.7487, decode.d0.loss_mask: 0.6839, decode.d0.loss_dice: 1.1550, decode.d1.loss_cls: 0.7677, decode.d1.loss_mask: 0.6625, decode.d1.loss_dice: 1.0549, decode.d2.loss_cls: 0.6976, decode.d2.loss_mask: 0.6438, decode.d2.loss_dice: 1.0057, decode.d3.loss_cls: 0.6632, decode.d3.loss_mask: 0.6403, decode.d3.loss_dice: 0.9814, decode.d4.loss_cls: 0.6492, decode.d4.loss_mask: 0.6434, decode.d4.loss_dice: 0.9845, decode.d5.loss_cls: 0.6330, decode.d5.loss_mask: 0.6454, decode.d5.loss_dice: 0.9840, decode.d6.loss_cls: 0.6264, decode.d6.loss_mask: 0.6424, decode.d6.loss_dice: 0.9786, decode.d7.loss_cls: 0.6329, decode.d7.loss_mask: 0.6417, decode.d7.loss_dice: 0.9803, decode.d8.loss_cls: 0.6289, decode.d8.loss_mask: 0.6458, decode.d8.loss_dice: 0.9839, loss: 25.2641 2022-04-26 08:54:24,733 - mmseg - INFO - Iter [26800/160000] lr: 1.195e-06, eta: 1 day, 17:09:58, time: 1.067, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6261, decode.loss_mask: 0.6466, decode.loss_dice: 0.9775, decode.d0.loss_cls: 2.6841, decode.d0.loss_mask: 0.6911, decode.d0.loss_dice: 1.1432, decode.d1.loss_cls: 0.7625, decode.d1.loss_mask: 0.6786, decode.d1.loss_dice: 1.0422, decode.d2.loss_cls: 0.6891, decode.d2.loss_mask: 0.6574, decode.d2.loss_dice: 1.0025, decode.d3.loss_cls: 0.6502, decode.d3.loss_mask: 0.6503, decode.d3.loss_dice: 0.9782, decode.d4.loss_cls: 0.6326, decode.d4.loss_mask: 0.6510, decode.d4.loss_dice: 0.9865, decode.d5.loss_cls: 0.6278, decode.d5.loss_mask: 0.6495, decode.d5.loss_dice: 0.9777, decode.d6.loss_cls: 0.6214, decode.d6.loss_mask: 0.6480, decode.d6.loss_dice: 0.9762, decode.d7.loss_cls: 0.6229, decode.d7.loss_mask: 0.6493, decode.d7.loss_dice: 0.9806, decode.d8.loss_cls: 0.6216, decode.d8.loss_mask: 0.6454, decode.d8.loss_dice: 0.9738, loss: 25.1441 2022-04-26 08:55:18,286 - mmseg - INFO - Iter [26850/160000] lr: 1.195e-06, eta: 1 day, 17:08:52, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6544, decode.loss_mask: 0.6419, decode.loss_dice: 0.9984, decode.d0.loss_cls: 2.7406, decode.d0.loss_mask: 0.6742, decode.d0.loss_dice: 1.1620, decode.d1.loss_cls: 0.7821, decode.d1.loss_mask: 0.6600, decode.d1.loss_dice: 1.0647, decode.d2.loss_cls: 0.7030, decode.d2.loss_mask: 0.6481, decode.d2.loss_dice: 1.0245, decode.d3.loss_cls: 0.6775, decode.d3.loss_mask: 0.6425, decode.d3.loss_dice: 1.0009, decode.d4.loss_cls: 0.6619, decode.d4.loss_mask: 0.6436, decode.d4.loss_dice: 1.0038, decode.d5.loss_cls: 0.6485, decode.d5.loss_mask: 0.6431, decode.d5.loss_dice: 1.0043, decode.d6.loss_cls: 0.6465, decode.d6.loss_mask: 0.6422, decode.d6.loss_dice: 1.0079, decode.d7.loss_cls: 0.6454, decode.d7.loss_mask: 0.6391, decode.d7.loss_dice: 0.9993, decode.d8.loss_cls: 0.6544, decode.d8.loss_mask: 0.6419, decode.d8.loss_dice: 1.0003, loss: 25.5568 2022-04-26 08:56:11,579 - mmseg - INFO - Iter [26900/160000] lr: 1.194e-06, eta: 1 day, 17:07:44, time: 1.066, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6293, decode.loss_mask: 0.6300, decode.loss_dice: 0.9859, decode.d0.loss_cls: 2.7420, decode.d0.loss_mask: 0.6634, decode.d0.loss_dice: 1.1457, decode.d1.loss_cls: 0.7659, decode.d1.loss_mask: 0.6479, decode.d1.loss_dice: 1.0515, decode.d2.loss_cls: 0.6839, decode.d2.loss_mask: 0.6361, decode.d2.loss_dice: 1.0096, decode.d3.loss_cls: 0.6530, decode.d3.loss_mask: 0.6302, decode.d3.loss_dice: 0.9885, decode.d4.loss_cls: 0.6448, decode.d4.loss_mask: 0.6282, decode.d4.loss_dice: 0.9948, decode.d5.loss_cls: 0.6371, decode.d5.loss_mask: 0.6241, decode.d5.loss_dice: 0.9891, decode.d6.loss_cls: 0.6277, decode.d6.loss_mask: 0.6261, decode.d6.loss_dice: 0.9889, decode.d7.loss_cls: 0.6313, decode.d7.loss_mask: 0.6276, decode.d7.loss_dice: 0.9836, decode.d8.loss_cls: 0.6308, decode.d8.loss_mask: 0.6286, decode.d8.loss_dice: 0.9822, loss: 25.1077 2022-04-26 08:57:05,532 - mmseg - INFO - Iter [26950/160000] lr: 1.194e-06, eta: 1 day, 17:06:41, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6411, decode.loss_mask: 0.6508, decode.loss_dice: 0.9887, decode.d0.loss_cls: 2.7530, decode.d0.loss_mask: 0.6832, decode.d0.loss_dice: 1.1505, decode.d1.loss_cls: 0.7664, decode.d1.loss_mask: 0.6741, decode.d1.loss_dice: 1.0560, decode.d2.loss_cls: 0.6959, decode.d2.loss_mask: 0.6577, decode.d2.loss_dice: 1.0174, decode.d3.loss_cls: 0.6616, decode.d3.loss_mask: 0.6538, decode.d3.loss_dice: 0.9877, decode.d4.loss_cls: 0.6398, decode.d4.loss_mask: 0.6574, decode.d4.loss_dice: 0.9981, decode.d5.loss_cls: 0.6416, decode.d5.loss_mask: 0.6515, decode.d5.loss_dice: 0.9946, decode.d6.loss_cls: 0.6349, decode.d6.loss_mask: 0.6494, decode.d6.loss_dice: 0.9865, decode.d7.loss_cls: 0.6367, decode.d7.loss_mask: 0.6514, decode.d7.loss_dice: 0.9871, decode.d8.loss_cls: 0.6380, decode.d8.loss_mask: 0.6516, decode.d8.loss_dice: 0.9896, loss: 25.4463 2022-04-26 08:57:59,298 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 08:57:59,300 - mmseg - INFO - Iter [27000/160000] lr: 1.194e-06, eta: 1 day, 17:05:36, time: 1.075, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5940, decode.loss_mask: 0.6660, decode.loss_dice: 0.9576, decode.d0.loss_cls: 2.6744, decode.d0.loss_mask: 0.7134, decode.d0.loss_dice: 1.1333, decode.d1.loss_cls: 0.7198, decode.d1.loss_mask: 0.6916, decode.d1.loss_dice: 1.0320, decode.d2.loss_cls: 0.6618, decode.d2.loss_mask: 0.6789, decode.d2.loss_dice: 0.9919, decode.d3.loss_cls: 0.6196, decode.d3.loss_mask: 0.6719, decode.d3.loss_dice: 0.9724, decode.d4.loss_cls: 0.6059, decode.d4.loss_mask: 0.6694, decode.d4.loss_dice: 0.9735, decode.d5.loss_cls: 0.5940, decode.d5.loss_mask: 0.6676, decode.d5.loss_dice: 0.9721, decode.d6.loss_cls: 0.5914, decode.d6.loss_mask: 0.6702, decode.d6.loss_dice: 0.9626, decode.d7.loss_cls: 0.5947, decode.d7.loss_mask: 0.6654, decode.d7.loss_dice: 0.9625, decode.d8.loss_cls: 0.5923, decode.d8.loss_mask: 0.6660, decode.d8.loss_dice: 0.9587, loss: 24.9252 2022-04-26 08:58:51,961 - mmseg - INFO - Iter [27050/160000] lr: 1.193e-06, eta: 1 day, 17:04:26, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6205, decode.loss_mask: 0.6926, decode.loss_dice: 0.9871, decode.d0.loss_cls: 2.6349, decode.d0.loss_mask: 0.7275, decode.d0.loss_dice: 1.1566, decode.d1.loss_cls: 0.7177, decode.d1.loss_mask: 0.7128, decode.d1.loss_dice: 1.0536, decode.d2.loss_cls: 0.6577, decode.d2.loss_mask: 0.6969, decode.d2.loss_dice: 1.0172, decode.d3.loss_cls: 0.6326, decode.d3.loss_mask: 0.6872, decode.d3.loss_dice: 0.9955, decode.d4.loss_cls: 0.6302, decode.d4.loss_mask: 0.6943, decode.d4.loss_dice: 1.0015, decode.d5.loss_cls: 0.6240, decode.d5.loss_mask: 0.6971, decode.d5.loss_dice: 0.9996, decode.d6.loss_cls: 0.6122, decode.d6.loss_mask: 0.6964, decode.d6.loss_dice: 0.9937, decode.d7.loss_cls: 0.6103, decode.d7.loss_mask: 0.6888, decode.d7.loss_dice: 0.9964, decode.d8.loss_cls: 0.6194, decode.d8.loss_mask: 0.6911, decode.d8.loss_dice: 0.9941, loss: 25.5395 2022-04-26 08:59:45,252 - mmseg - INFO - Iter [27100/160000] lr: 1.193e-06, eta: 1 day, 17:03:19, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6717, decode.loss_mask: 0.6451, decode.loss_dice: 1.0107, decode.d0.loss_cls: 2.7327, decode.d0.loss_mask: 0.6796, decode.d0.loss_dice: 1.1930, decode.d1.loss_cls: 0.8008, decode.d1.loss_mask: 0.6711, decode.d1.loss_dice: 1.0869, decode.d2.loss_cls: 0.7162, decode.d2.loss_mask: 0.6502, decode.d2.loss_dice: 1.0417, decode.d3.loss_cls: 0.6825, decode.d3.loss_mask: 0.6466, decode.d3.loss_dice: 1.0134, decode.d4.loss_cls: 0.6779, decode.d4.loss_mask: 0.6461, decode.d4.loss_dice: 1.0272, decode.d5.loss_cls: 0.6715, decode.d5.loss_mask: 0.6448, decode.d5.loss_dice: 1.0216, decode.d6.loss_cls: 0.6707, decode.d6.loss_mask: 0.6434, decode.d6.loss_dice: 1.0125, decode.d7.loss_cls: 0.6722, decode.d7.loss_mask: 0.6465, decode.d7.loss_dice: 1.0119, decode.d8.loss_cls: 0.6687, decode.d8.loss_mask: 0.6448, decode.d8.loss_dice: 1.0135, loss: 25.9155 2022-04-26 09:00:38,867 - mmseg - INFO - Iter [27150/160000] lr: 1.192e-06, eta: 1 day, 17:02:13, time: 1.072, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6205, decode.loss_mask: 0.6566, decode.loss_dice: 0.9851, decode.d0.loss_cls: 2.7589, decode.d0.loss_mask: 0.6983, decode.d0.loss_dice: 1.1583, decode.d1.loss_cls: 0.7444, decode.d1.loss_mask: 0.6832, decode.d1.loss_dice: 1.0596, decode.d2.loss_cls: 0.6742, decode.d2.loss_mask: 0.6703, decode.d2.loss_dice: 1.0120, decode.d3.loss_cls: 0.6407, decode.d3.loss_mask: 0.6617, decode.d3.loss_dice: 0.9956, decode.d4.loss_cls: 0.6277, decode.d4.loss_mask: 0.6612, decode.d4.loss_dice: 0.9965, decode.d5.loss_cls: 0.6227, decode.d5.loss_mask: 0.6605, decode.d5.loss_dice: 0.9899, decode.d6.loss_cls: 0.6116, decode.d6.loss_mask: 0.6606, decode.d6.loss_dice: 0.9858, decode.d7.loss_cls: 0.6185, decode.d7.loss_mask: 0.6581, decode.d7.loss_dice: 0.9855, decode.d8.loss_cls: 0.6186, decode.d8.loss_mask: 0.6612, decode.d8.loss_dice: 0.9865, loss: 25.3646 2022-04-26 09:01:32,347 - mmseg - INFO - Iter [27200/160000] lr: 1.192e-06, eta: 1 day, 17:01:07, time: 1.070, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6455, decode.loss_mask: 0.6531, decode.loss_dice: 0.9789, decode.d0.loss_cls: 2.7289, decode.d0.loss_mask: 0.6887, decode.d0.loss_dice: 1.1420, decode.d1.loss_cls: 0.7451, decode.d1.loss_mask: 0.6740, decode.d1.loss_dice: 1.0492, decode.d2.loss_cls: 0.6875, decode.d2.loss_mask: 0.6636, decode.d2.loss_dice: 1.0063, decode.d3.loss_cls: 0.6593, decode.d3.loss_mask: 0.6601, decode.d3.loss_dice: 0.9783, decode.d4.loss_cls: 0.6423, decode.d4.loss_mask: 0.6573, decode.d4.loss_dice: 0.9860, decode.d5.loss_cls: 0.6428, decode.d5.loss_mask: 0.6583, decode.d5.loss_dice: 0.9894, decode.d6.loss_cls: 0.6426, decode.d6.loss_mask: 0.6568, decode.d6.loss_dice: 0.9816, decode.d7.loss_cls: 0.6390, decode.d7.loss_mask: 0.6533, decode.d7.loss_dice: 0.9864, decode.d8.loss_cls: 0.6409, decode.d8.loss_mask: 0.6539, decode.d8.loss_dice: 0.9787, loss: 25.3700 2022-04-26 09:02:25,065 - mmseg - INFO - Iter [27250/160000] lr: 1.191e-06, eta: 1 day, 16:59:58, time: 1.054, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6331, decode.loss_mask: 0.6736, decode.loss_dice: 1.0097, decode.d0.loss_cls: 2.7138, decode.d0.loss_mask: 0.7213, decode.d0.loss_dice: 1.1804, decode.d1.loss_cls: 0.7671, decode.d1.loss_mask: 0.6998, decode.d1.loss_dice: 1.0765, decode.d2.loss_cls: 0.6797, decode.d2.loss_mask: 0.6866, decode.d2.loss_dice: 1.0458, decode.d3.loss_cls: 0.6490, decode.d3.loss_mask: 0.6830, decode.d3.loss_dice: 1.0219, decode.d4.loss_cls: 0.6439, decode.d4.loss_mask: 0.6795, decode.d4.loss_dice: 1.0182, decode.d5.loss_cls: 0.6309, decode.d5.loss_mask: 0.6795, decode.d5.loss_dice: 1.0180, decode.d6.loss_cls: 0.6340, decode.d6.loss_mask: 0.6761, decode.d6.loss_dice: 1.0059, decode.d7.loss_cls: 0.6283, decode.d7.loss_mask: 0.6737, decode.d7.loss_dice: 1.0101, decode.d8.loss_cls: 0.6298, decode.d8.loss_mask: 0.6788, decode.d8.loss_dice: 1.0076, loss: 25.8554 2022-04-26 09:03:18,437 - mmseg - INFO - Iter [27300/160000] lr: 1.191e-06, eta: 1 day, 16:58:51, time: 1.067, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6159, decode.loss_mask: 0.6335, decode.loss_dice: 0.9833, decode.d0.loss_cls: 2.7670, decode.d0.loss_mask: 0.6753, decode.d0.loss_dice: 1.1541, decode.d1.loss_cls: 0.7478, decode.d1.loss_mask: 0.6610, decode.d1.loss_dice: 1.0613, decode.d2.loss_cls: 0.6591, decode.d2.loss_mask: 0.6467, decode.d2.loss_dice: 1.0198, decode.d3.loss_cls: 0.6234, decode.d3.loss_mask: 0.6374, decode.d3.loss_dice: 1.0034, decode.d4.loss_cls: 0.6179, decode.d4.loss_mask: 0.6390, decode.d4.loss_dice: 1.0006, decode.d5.loss_cls: 0.6113, decode.d5.loss_mask: 0.6388, decode.d5.loss_dice: 1.0022, decode.d6.loss_cls: 0.6057, decode.d6.loss_mask: 0.6373, decode.d6.loss_dice: 0.9904, decode.d7.loss_cls: 0.6066, decode.d7.loss_mask: 0.6372, decode.d7.loss_dice: 0.9885, decode.d8.loss_cls: 0.6104, decode.d8.loss_mask: 0.6361, decode.d8.loss_dice: 0.9875, loss: 25.0985 2022-04-26 09:04:11,355 - mmseg - INFO - Iter [27350/160000] lr: 1.190e-06, eta: 1 day, 16:57:43, time: 1.058, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6433, decode.loss_mask: 0.6753, decode.loss_dice: 0.9840, decode.d0.loss_cls: 2.7298, decode.d0.loss_mask: 0.7159, decode.d0.loss_dice: 1.1507, decode.d1.loss_cls: 0.7807, decode.d1.loss_mask: 0.6928, decode.d1.loss_dice: 1.0512, decode.d2.loss_cls: 0.6975, decode.d2.loss_mask: 0.6796, decode.d2.loss_dice: 1.0161, decode.d3.loss_cls: 0.6622, decode.d3.loss_mask: 0.6758, decode.d3.loss_dice: 0.9910, decode.d4.loss_cls: 0.6528, decode.d4.loss_mask: 0.6776, decode.d4.loss_dice: 0.9958, decode.d5.loss_cls: 0.6485, decode.d5.loss_mask: 0.6787, decode.d5.loss_dice: 0.9929, decode.d6.loss_cls: 0.6436, decode.d6.loss_mask: 0.6744, decode.d6.loss_dice: 0.9843, decode.d7.loss_cls: 0.6359, decode.d7.loss_mask: 0.6744, decode.d7.loss_dice: 0.9883, decode.d8.loss_cls: 0.6433, decode.d8.loss_mask: 0.6725, decode.d8.loss_dice: 0.9863, loss: 25.6954 2022-04-26 09:05:04,964 - mmseg - INFO - Iter [27400/160000] lr: 1.190e-06, eta: 1 day, 16:56:38, time: 1.072, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6471, decode.loss_mask: 0.6409, decode.loss_dice: 0.9971, decode.d0.loss_cls: 2.7899, decode.d0.loss_mask: 0.6787, decode.d0.loss_dice: 1.1661, decode.d1.loss_cls: 0.7670, decode.d1.loss_mask: 0.6636, decode.d1.loss_dice: 1.0653, decode.d2.loss_cls: 0.7067, decode.d2.loss_mask: 0.6493, decode.d2.loss_dice: 1.0267, decode.d3.loss_cls: 0.6739, decode.d3.loss_mask: 0.6432, decode.d3.loss_dice: 1.0060, decode.d4.loss_cls: 0.6684, decode.d4.loss_mask: 0.6473, decode.d4.loss_dice: 1.0074, decode.d5.loss_cls: 0.6477, decode.d5.loss_mask: 0.6448, decode.d5.loss_dice: 1.0085, decode.d6.loss_cls: 0.6487, decode.d6.loss_mask: 0.6417, decode.d6.loss_dice: 0.9956, decode.d7.loss_cls: 0.6530, decode.d7.loss_mask: 0.6412, decode.d7.loss_dice: 0.9962, decode.d8.loss_cls: 0.6470, decode.d8.loss_mask: 0.6388, decode.d8.loss_dice: 0.9993, loss: 25.6070 2022-04-26 09:05:58,140 - mmseg - INFO - Iter [27450/160000] lr: 1.189e-06, eta: 1 day, 16:55:30, time: 1.064, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6565, decode.loss_mask: 0.6247, decode.loss_dice: 0.9887, decode.d0.loss_cls: 2.7669, decode.d0.loss_mask: 0.6620, decode.d0.loss_dice: 1.1490, decode.d1.loss_cls: 0.7950, decode.d1.loss_mask: 0.6559, decode.d1.loss_dice: 1.0606, decode.d2.loss_cls: 0.7081, decode.d2.loss_mask: 0.6413, decode.d2.loss_dice: 1.0193, decode.d3.loss_cls: 0.6891, decode.d3.loss_mask: 0.6331, decode.d3.loss_dice: 0.9876, decode.d4.loss_cls: 0.6904, decode.d4.loss_mask: 0.6321, decode.d4.loss_dice: 0.9906, decode.d5.loss_cls: 0.6729, decode.d5.loss_mask: 0.6283, decode.d5.loss_dice: 0.9876, decode.d6.loss_cls: 0.6614, decode.d6.loss_mask: 0.6290, decode.d6.loss_dice: 0.9816, decode.d7.loss_cls: 0.6601, decode.d7.loss_mask: 0.6257, decode.d7.loss_dice: 0.9780, decode.d8.loss_cls: 0.6598, decode.d8.loss_mask: 0.6274, decode.d8.loss_dice: 0.9830, loss: 25.4456 2022-04-26 09:06:51,340 - mmseg - INFO - Iter [27500/160000] lr: 1.189e-06, eta: 1 day, 16:54:23, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6549, decode.loss_mask: 0.6677, decode.loss_dice: 1.0025, decode.d0.loss_cls: 2.7521, decode.d0.loss_mask: 0.7036, decode.d0.loss_dice: 1.1709, decode.d1.loss_cls: 0.8002, decode.d1.loss_mask: 0.6816, decode.d1.loss_dice: 1.0696, decode.d2.loss_cls: 0.7163, decode.d2.loss_mask: 0.6735, decode.d2.loss_dice: 1.0304, decode.d3.loss_cls: 0.6837, decode.d3.loss_mask: 0.6702, decode.d3.loss_dice: 1.0141, decode.d4.loss_cls: 0.6790, decode.d4.loss_mask: 0.6693, decode.d4.loss_dice: 1.0097, decode.d5.loss_cls: 0.6692, decode.d5.loss_mask: 0.6710, decode.d5.loss_dice: 1.0105, decode.d6.loss_cls: 0.6621, decode.d6.loss_mask: 0.6677, decode.d6.loss_dice: 1.0045, decode.d7.loss_cls: 0.6589, decode.d7.loss_mask: 0.6638, decode.d7.loss_dice: 1.0025, decode.d8.loss_cls: 0.6605, decode.d8.loss_mask: 0.6687, decode.d8.loss_dice: 1.0028, loss: 25.9914 2022-04-26 09:07:44,690 - mmseg - INFO - Iter [27550/160000] lr: 1.189e-06, eta: 1 day, 16:53:17, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6038, decode.loss_mask: 0.6781, decode.loss_dice: 0.9753, decode.d0.loss_cls: 2.6968, decode.d0.loss_mask: 0.7192, decode.d0.loss_dice: 1.1461, decode.d1.loss_cls: 0.7302, decode.d1.loss_mask: 0.7036, decode.d1.loss_dice: 1.0461, decode.d2.loss_cls: 0.6506, decode.d2.loss_mask: 0.6898, decode.d2.loss_dice: 1.0047, decode.d3.loss_cls: 0.6185, decode.d3.loss_mask: 0.6841, decode.d3.loss_dice: 0.9866, decode.d4.loss_cls: 0.6253, decode.d4.loss_mask: 0.6806, decode.d4.loss_dice: 0.9831, decode.d5.loss_cls: 0.6191, decode.d5.loss_mask: 0.6766, decode.d5.loss_dice: 0.9800, decode.d6.loss_cls: 0.6056, decode.d6.loss_mask: 0.6815, decode.d6.loss_dice: 0.9768, decode.d7.loss_cls: 0.5990, decode.d7.loss_mask: 0.6798, decode.d7.loss_dice: 0.9784, decode.d8.loss_cls: 0.6012, decode.d8.loss_mask: 0.6782, decode.d8.loss_dice: 0.9713, loss: 25.2699 2022-04-26 09:08:37,807 - mmseg - INFO - Iter [27600/160000] lr: 1.188e-06, eta: 1 day, 16:52:10, time: 1.062, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6931, decode.loss_mask: 0.6752, decode.loss_dice: 0.9822, decode.d0.loss_cls: 2.8287, decode.d0.loss_mask: 0.7095, decode.d0.loss_dice: 1.1519, decode.d1.loss_cls: 0.8060, decode.d1.loss_mask: 0.6967, decode.d1.loss_dice: 1.0548, decode.d2.loss_cls: 0.7314, decode.d2.loss_mask: 0.6935, decode.d2.loss_dice: 1.0187, decode.d3.loss_cls: 0.7158, decode.d3.loss_mask: 0.6769, decode.d3.loss_dice: 1.0018, decode.d4.loss_cls: 0.7101, decode.d4.loss_mask: 0.6741, decode.d4.loss_dice: 1.0001, decode.d5.loss_cls: 0.6976, decode.d5.loss_mask: 0.6753, decode.d5.loss_dice: 0.9933, decode.d6.loss_cls: 0.6920, decode.d6.loss_mask: 0.6750, decode.d6.loss_dice: 0.9903, decode.d7.loss_cls: 0.6853, decode.d7.loss_mask: 0.6768, decode.d7.loss_dice: 0.9926, decode.d8.loss_cls: 0.6828, decode.d8.loss_mask: 0.6756, decode.d8.loss_dice: 0.9888, loss: 26.2461 2022-04-26 09:09:30,593 - mmseg - INFO - Iter [27650/160000] lr: 1.188e-06, eta: 1 day, 16:51:01, time: 1.056, data_time: 0.014, memory: 64049, decode.loss_cls: 0.6111, decode.loss_mask: 0.6759, decode.loss_dice: 0.9784, decode.d0.loss_cls: 2.6744, decode.d0.loss_mask: 0.7085, decode.d0.loss_dice: 1.1401, decode.d1.loss_cls: 0.7228, decode.d1.loss_mask: 0.7019, decode.d1.loss_dice: 1.0522, decode.d2.loss_cls: 0.6577, decode.d2.loss_mask: 0.6875, decode.d2.loss_dice: 1.0122, decode.d3.loss_cls: 0.6322, decode.d3.loss_mask: 0.6781, decode.d3.loss_dice: 0.9916, decode.d4.loss_cls: 0.6205, decode.d4.loss_mask: 0.6772, decode.d4.loss_dice: 0.9883, decode.d5.loss_cls: 0.6044, decode.d5.loss_mask: 0.6791, decode.d5.loss_dice: 0.9815, decode.d6.loss_cls: 0.6052, decode.d6.loss_mask: 0.6762, decode.d6.loss_dice: 0.9845, decode.d7.loss_cls: 0.6097, decode.d7.loss_mask: 0.6802, decode.d7.loss_dice: 0.9944, decode.d8.loss_cls: 0.6047, decode.d8.loss_mask: 0.6794, decode.d8.loss_dice: 0.9903, loss: 25.3003 2022-04-26 09:10:24,444 - mmseg - INFO - Iter [27700/160000] lr: 1.187e-06, eta: 1 day, 16:49:57, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6272, decode.loss_mask: 0.6520, decode.loss_dice: 0.9849, decode.d0.loss_cls: 2.7525, decode.d0.loss_mask: 0.6851, decode.d0.loss_dice: 1.1513, decode.d1.loss_cls: 0.7612, decode.d1.loss_mask: 0.6661, decode.d1.loss_dice: 1.0506, decode.d2.loss_cls: 0.6770, decode.d2.loss_mask: 0.6552, decode.d2.loss_dice: 1.0149, decode.d3.loss_cls: 0.6534, decode.d3.loss_mask: 0.6523, decode.d3.loss_dice: 0.9988, decode.d4.loss_cls: 0.6395, decode.d4.loss_mask: 0.6522, decode.d4.loss_dice: 0.9907, decode.d5.loss_cls: 0.6263, decode.d5.loss_mask: 0.6506, decode.d5.loss_dice: 0.9999, decode.d6.loss_cls: 0.6258, decode.d6.loss_mask: 0.6490, decode.d6.loss_dice: 0.9881, decode.d7.loss_cls: 0.6272, decode.d7.loss_mask: 0.6530, decode.d7.loss_dice: 0.9887, decode.d8.loss_cls: 0.6235, decode.d8.loss_mask: 0.6528, decode.d8.loss_dice: 0.9889, loss: 25.3386 2022-04-26 09:11:18,194 - mmseg - INFO - Iter [27750/160000] lr: 1.187e-06, eta: 1 day, 16:48:53, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6326, decode.loss_mask: 0.6503, decode.loss_dice: 0.9890, decode.d0.loss_cls: 2.7249, decode.d0.loss_mask: 0.6902, decode.d0.loss_dice: 1.1400, decode.d1.loss_cls: 0.7529, decode.d1.loss_mask: 0.6759, decode.d1.loss_dice: 1.0526, decode.d2.loss_cls: 0.6775, decode.d2.loss_mask: 0.6594, decode.d2.loss_dice: 1.0187, decode.d3.loss_cls: 0.6541, decode.d3.loss_mask: 0.6498, decode.d3.loss_dice: 0.9974, decode.d4.loss_cls: 0.6428, decode.d4.loss_mask: 0.6482, decode.d4.loss_dice: 0.9945, decode.d5.loss_cls: 0.6401, decode.d5.loss_mask: 0.6509, decode.d5.loss_dice: 0.9965, decode.d6.loss_cls: 0.6266, decode.d6.loss_mask: 0.6535, decode.d6.loss_dice: 0.9926, decode.d7.loss_cls: 0.6356, decode.d7.loss_mask: 0.6532, decode.d7.loss_dice: 0.9919, decode.d8.loss_cls: 0.6352, decode.d8.loss_mask: 0.6499, decode.d8.loss_dice: 0.9929, loss: 25.3697 2022-04-26 09:12:14,105 - mmseg - INFO - Iter [27800/160000] lr: 1.186e-06, eta: 1 day, 16:47:59, time: 1.118, data_time: 0.066, memory: 64049, decode.loss_cls: 0.6318, decode.loss_mask: 0.6439, decode.loss_dice: 0.9800, decode.d0.loss_cls: 2.7056, decode.d0.loss_mask: 0.6845, decode.d0.loss_dice: 1.1347, decode.d1.loss_cls: 0.7524, decode.d1.loss_mask: 0.6716, decode.d1.loss_dice: 1.0498, decode.d2.loss_cls: 0.6784, decode.d2.loss_mask: 0.6550, decode.d2.loss_dice: 1.0102, decode.d3.loss_cls: 0.6499, decode.d3.loss_mask: 0.6489, decode.d3.loss_dice: 0.9930, decode.d4.loss_cls: 0.6395, decode.d4.loss_mask: 0.6497, decode.d4.loss_dice: 0.9951, decode.d5.loss_cls: 0.6238, decode.d5.loss_mask: 0.6486, decode.d5.loss_dice: 0.9838, decode.d6.loss_cls: 0.6320, decode.d6.loss_mask: 0.6405, decode.d6.loss_dice: 0.9781, decode.d7.loss_cls: 0.6220, decode.d7.loss_mask: 0.6439, decode.d7.loss_dice: 0.9823, decode.d8.loss_cls: 0.6250, decode.d8.loss_mask: 0.6443, decode.d8.loss_dice: 0.9820, loss: 25.1805 2022-04-26 09:13:07,309 - mmseg - INFO - Iter [27850/160000] lr: 1.186e-06, eta: 1 day, 16:46:53, time: 1.065, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6339, decode.loss_mask: 0.6666, decode.loss_dice: 0.9891, decode.d0.loss_cls: 2.7500, decode.d0.loss_mask: 0.7055, decode.d0.loss_dice: 1.1653, decode.d1.loss_cls: 0.7646, decode.d1.loss_mask: 0.6892, decode.d1.loss_dice: 1.0711, decode.d2.loss_cls: 0.6921, decode.d2.loss_mask: 0.6764, decode.d2.loss_dice: 1.0255, decode.d3.loss_cls: 0.6584, decode.d3.loss_mask: 0.6700, decode.d3.loss_dice: 0.9990, decode.d4.loss_cls: 0.6506, decode.d4.loss_mask: 0.6684, decode.d4.loss_dice: 0.9972, decode.d5.loss_cls: 0.6312, decode.d5.loss_mask: 0.6721, decode.d5.loss_dice: 0.9990, decode.d6.loss_cls: 0.6331, decode.d6.loss_mask: 0.6661, decode.d6.loss_dice: 0.9949, decode.d7.loss_cls: 0.6323, decode.d7.loss_mask: 0.6677, decode.d7.loss_dice: 0.9984, decode.d8.loss_cls: 0.6278, decode.d8.loss_mask: 0.6684, decode.d8.loss_dice: 0.9943, loss: 25.6583 2022-04-26 09:14:00,469 - mmseg - INFO - Iter [27900/160000] lr: 1.185e-06, eta: 1 day, 16:45:46, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6593, decode.loss_mask: 0.6485, decode.loss_dice: 0.9870, decode.d0.loss_cls: 2.7710, decode.d0.loss_mask: 0.7076, decode.d0.loss_dice: 1.1689, decode.d1.loss_cls: 0.7742, decode.d1.loss_mask: 0.6820, decode.d1.loss_dice: 1.0719, decode.d2.loss_cls: 0.7093, decode.d2.loss_mask: 0.6575, decode.d2.loss_dice: 1.0278, decode.d3.loss_cls: 0.6731, decode.d3.loss_mask: 0.6543, decode.d3.loss_dice: 1.0062, decode.d4.loss_cls: 0.6660, decode.d4.loss_mask: 0.6559, decode.d4.loss_dice: 1.0060, decode.d5.loss_cls: 0.6585, decode.d5.loss_mask: 0.6555, decode.d5.loss_dice: 1.0006, decode.d6.loss_cls: 0.6517, decode.d6.loss_mask: 0.6523, decode.d6.loss_dice: 0.9870, decode.d7.loss_cls: 0.6492, decode.d7.loss_mask: 0.6511, decode.d7.loss_dice: 0.9927, decode.d8.loss_cls: 0.6550, decode.d8.loss_mask: 0.6462, decode.d8.loss_dice: 0.9942, loss: 25.7205 2022-04-26 09:14:54,338 - mmseg - INFO - Iter [27950/160000] lr: 1.185e-06, eta: 1 day, 16:44:42, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6262, decode.loss_mask: 0.6322, decode.loss_dice: 0.9752, decode.d0.loss_cls: 2.6912, decode.d0.loss_mask: 0.6667, decode.d0.loss_dice: 1.1352, decode.d1.loss_cls: 0.7396, decode.d1.loss_mask: 0.6502, decode.d1.loss_dice: 1.0432, decode.d2.loss_cls: 0.6768, decode.d2.loss_mask: 0.6371, decode.d2.loss_dice: 1.0053, decode.d3.loss_cls: 0.6504, decode.d3.loss_mask: 0.6328, decode.d3.loss_dice: 0.9829, decode.d4.loss_cls: 0.6352, decode.d4.loss_mask: 0.6359, decode.d4.loss_dice: 0.9833, decode.d5.loss_cls: 0.6433, decode.d5.loss_mask: 0.6307, decode.d5.loss_dice: 0.9779, decode.d6.loss_cls: 0.6233, decode.d6.loss_mask: 0.6316, decode.d6.loss_dice: 0.9731, decode.d7.loss_cls: 0.6213, decode.d7.loss_mask: 0.6301, decode.d7.loss_dice: 0.9793, decode.d8.loss_cls: 0.6245, decode.d8.loss_mask: 0.6313, decode.d8.loss_dice: 0.9788, loss: 24.9445 2022-04-26 09:15:48,430 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 09:15:48,545 - mmseg - INFO - Iter [28000/160000] lr: 1.185e-06, eta: 1 day, 16:43:40, time: 1.083, data_time: 0.018, memory: 64049, decode.loss_cls: 0.6289, decode.loss_mask: 0.6410, decode.loss_dice: 0.9927, decode.d0.loss_cls: 2.7285, decode.d0.loss_mask: 0.6794, decode.d0.loss_dice: 1.1657, decode.d1.loss_cls: 0.7555, decode.d1.loss_mask: 0.6631, decode.d1.loss_dice: 1.0695, decode.d2.loss_cls: 0.6847, decode.d2.loss_mask: 0.6558, decode.d2.loss_dice: 1.0274, decode.d3.loss_cls: 0.6499, decode.d3.loss_mask: 0.6470, decode.d3.loss_dice: 1.0023, decode.d4.loss_cls: 0.6442, decode.d4.loss_mask: 0.6433, decode.d4.loss_dice: 0.9989, decode.d5.loss_cls: 0.6323, decode.d5.loss_mask: 0.6421, decode.d5.loss_dice: 1.0028, decode.d6.loss_cls: 0.6268, decode.d6.loss_mask: 0.6410, decode.d6.loss_dice: 0.9908, decode.d7.loss_cls: 0.6342, decode.d7.loss_mask: 0.6386, decode.d7.loss_dice: 0.9897, decode.d8.loss_cls: 0.6327, decode.d8.loss_mask: 0.6413, decode.d8.loss_dice: 0.9939, loss: 25.3437 2022-04-26 09:16:42,122 - mmseg - INFO - Iter [28050/160000] lr: 1.184e-06, eta: 1 day, 16:42:36, time: 1.074, data_time: 0.018, memory: 64049, decode.loss_cls: 0.6120, decode.loss_mask: 0.6492, decode.loss_dice: 0.9647, decode.d0.loss_cls: 2.6813, decode.d0.loss_mask: 0.6929, decode.d0.loss_dice: 1.1349, decode.d1.loss_cls: 0.7262, decode.d1.loss_mask: 0.6719, decode.d1.loss_dice: 1.0357, decode.d2.loss_cls: 0.6552, decode.d2.loss_mask: 0.6602, decode.d2.loss_dice: 0.9964, decode.d3.loss_cls: 0.6325, decode.d3.loss_mask: 0.6502, decode.d3.loss_dice: 0.9798, decode.d4.loss_cls: 0.6245, decode.d4.loss_mask: 0.6492, decode.d4.loss_dice: 0.9783, decode.d5.loss_cls: 0.6189, decode.d5.loss_mask: 0.6491, decode.d5.loss_dice: 0.9767, decode.d6.loss_cls: 0.6115, decode.d6.loss_mask: 0.6500, decode.d6.loss_dice: 0.9671, decode.d7.loss_cls: 0.6060, decode.d7.loss_mask: 0.6502, decode.d7.loss_dice: 0.9667, decode.d8.loss_cls: 0.5998, decode.d8.loss_mask: 0.6524, decode.d8.loss_dice: 0.9695, loss: 24.9130 2022-04-26 09:17:36,488 - mmseg - INFO - Iter [28100/160000] lr: 1.184e-06, eta: 1 day, 16:41:35, time: 1.088, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5774, decode.loss_mask: 0.6559, decode.loss_dice: 0.9597, decode.d0.loss_cls: 2.6763, decode.d0.loss_mask: 0.6998, decode.d0.loss_dice: 1.1158, decode.d1.loss_cls: 0.7073, decode.d1.loss_mask: 0.6790, decode.d1.loss_dice: 1.0350, decode.d2.loss_cls: 0.6310, decode.d2.loss_mask: 0.6685, decode.d2.loss_dice: 0.9992, decode.d3.loss_cls: 0.6048, decode.d3.loss_mask: 0.6598, decode.d3.loss_dice: 0.9724, decode.d4.loss_cls: 0.5947, decode.d4.loss_mask: 0.6556, decode.d4.loss_dice: 0.9690, decode.d5.loss_cls: 0.5813, decode.d5.loss_mask: 0.6516, decode.d5.loss_dice: 0.9704, decode.d6.loss_cls: 0.5815, decode.d6.loss_mask: 0.6533, decode.d6.loss_dice: 0.9611, decode.d7.loss_cls: 0.5690, decode.d7.loss_mask: 0.6567, decode.d7.loss_dice: 0.9673, decode.d8.loss_cls: 0.5741, decode.d8.loss_mask: 0.6560, decode.d8.loss_dice: 0.9651, loss: 24.6488 2022-04-26 09:18:30,132 - mmseg - INFO - Iter [28150/160000] lr: 1.183e-06, eta: 1 day, 16:40:30, time: 1.073, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5963, decode.loss_mask: 0.6404, decode.loss_dice: 0.9505, decode.d0.loss_cls: 2.7313, decode.d0.loss_mask: 0.6689, decode.d0.loss_dice: 1.1144, decode.d1.loss_cls: 0.7272, decode.d1.loss_mask: 0.6612, decode.d1.loss_dice: 1.0178, decode.d2.loss_cls: 0.6352, decode.d2.loss_mask: 0.6439, decode.d2.loss_dice: 0.9830, decode.d3.loss_cls: 0.6180, decode.d3.loss_mask: 0.6364, decode.d3.loss_dice: 0.9588, decode.d4.loss_cls: 0.6043, decode.d4.loss_mask: 0.6353, decode.d4.loss_dice: 0.9553, decode.d5.loss_cls: 0.6095, decode.d5.loss_mask: 0.6360, decode.d5.loss_dice: 0.9506, decode.d6.loss_cls: 0.6075, decode.d6.loss_mask: 0.6355, decode.d6.loss_dice: 0.9530, decode.d7.loss_cls: 0.6063, decode.d7.loss_mask: 0.6307, decode.d7.loss_dice: 0.9447, decode.d8.loss_cls: 0.6032, decode.d8.loss_mask: 0.6351, decode.d8.loss_dice: 0.9516, loss: 24.5416 2022-04-26 09:19:23,597 - mmseg - INFO - Iter [28200/160000] lr: 1.183e-06, eta: 1 day, 16:39:25, time: 1.069, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6202, decode.loss_mask: 0.6377, decode.loss_dice: 0.9584, decode.d0.loss_cls: 2.6969, decode.d0.loss_mask: 0.6687, decode.d0.loss_dice: 1.1334, decode.d1.loss_cls: 0.7499, decode.d1.loss_mask: 0.6605, decode.d1.loss_dice: 1.0348, decode.d2.loss_cls: 0.6829, decode.d2.loss_mask: 0.6474, decode.d2.loss_dice: 0.9958, decode.d3.loss_cls: 0.6463, decode.d3.loss_mask: 0.6358, decode.d3.loss_dice: 0.9710, decode.d4.loss_cls: 0.6372, decode.d4.loss_mask: 0.6383, decode.d4.loss_dice: 0.9704, decode.d5.loss_cls: 0.6290, decode.d5.loss_mask: 0.6388, decode.d5.loss_dice: 0.9692, decode.d6.loss_cls: 0.6294, decode.d6.loss_mask: 0.6369, decode.d6.loss_dice: 0.9580, decode.d7.loss_cls: 0.6274, decode.d7.loss_mask: 0.6372, decode.d7.loss_dice: 0.9658, decode.d8.loss_cls: 0.6309, decode.d8.loss_mask: 0.6378, decode.d8.loss_dice: 0.9619, loss: 24.9079 2022-04-26 09:20:16,134 - mmseg - INFO - Iter [28250/160000] lr: 1.182e-06, eta: 1 day, 16:38:16, time: 1.051, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6329, decode.loss_mask: 0.6596, decode.loss_dice: 0.9580, decode.d0.loss_cls: 2.6869, decode.d0.loss_mask: 0.7034, decode.d0.loss_dice: 1.1240, decode.d1.loss_cls: 0.7620, decode.d1.loss_mask: 0.6843, decode.d1.loss_dice: 1.0270, decode.d2.loss_cls: 0.6977, decode.d2.loss_mask: 0.6711, decode.d2.loss_dice: 0.9866, decode.d3.loss_cls: 0.6557, decode.d3.loss_mask: 0.6684, decode.d3.loss_dice: 0.9669, decode.d4.loss_cls: 0.6589, decode.d4.loss_mask: 0.6674, decode.d4.loss_dice: 0.9665, decode.d5.loss_cls: 0.6410, decode.d5.loss_mask: 0.6626, decode.d5.loss_dice: 0.9700, decode.d6.loss_cls: 0.6365, decode.d6.loss_mask: 0.6610, decode.d6.loss_dice: 0.9539, decode.d7.loss_cls: 0.6442, decode.d7.loss_mask: 0.6577, decode.d7.loss_dice: 0.9578, decode.d8.loss_cls: 0.6332, decode.d8.loss_mask: 0.6610, decode.d8.loss_dice: 0.9642, loss: 25.2203 2022-04-26 09:21:09,202 - mmseg - INFO - Iter [28300/160000] lr: 1.182e-06, eta: 1 day, 16:37:09, time: 1.061, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5939, decode.loss_mask: 0.6441, decode.loss_dice: 0.9465, decode.d0.loss_cls: 2.6975, decode.d0.loss_mask: 0.6751, decode.d0.loss_dice: 1.0998, decode.d1.loss_cls: 0.7251, decode.d1.loss_mask: 0.6620, decode.d1.loss_dice: 1.0050, decode.d2.loss_cls: 0.6332, decode.d2.loss_mask: 0.6467, decode.d2.loss_dice: 0.9736, decode.d3.loss_cls: 0.6247, decode.d3.loss_mask: 0.6367, decode.d3.loss_dice: 0.9523, decode.d4.loss_cls: 0.6168, decode.d4.loss_mask: 0.6392, decode.d4.loss_dice: 0.9490, decode.d5.loss_cls: 0.5986, decode.d5.loss_mask: 0.6411, decode.d5.loss_dice: 0.9467, decode.d6.loss_cls: 0.6003, decode.d6.loss_mask: 0.6360, decode.d6.loss_dice: 0.9439, decode.d7.loss_cls: 0.6022, decode.d7.loss_mask: 0.6395, decode.d7.loss_dice: 0.9426, decode.d8.loss_cls: 0.5911, decode.d8.loss_mask: 0.6410, decode.d8.loss_dice: 0.9430, loss: 24.4472 2022-04-26 09:22:01,716 - mmseg - INFO - Iter [28350/160000] lr: 1.181e-06, eta: 1 day, 16:35:59, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6194, decode.loss_mask: 0.6443, decode.loss_dice: 0.9935, decode.d0.loss_cls: 2.7220, decode.d0.loss_mask: 0.6725, decode.d0.loss_dice: 1.1471, decode.d1.loss_cls: 0.7494, decode.d1.loss_mask: 0.6605, decode.d1.loss_dice: 1.0565, decode.d2.loss_cls: 0.6719, decode.d2.loss_mask: 0.6491, decode.d2.loss_dice: 1.0205, decode.d3.loss_cls: 0.6383, decode.d3.loss_mask: 0.6452, decode.d3.loss_dice: 0.9963, decode.d4.loss_cls: 0.6311, decode.d4.loss_mask: 0.6464, decode.d4.loss_dice: 0.9969, decode.d5.loss_cls: 0.6278, decode.d5.loss_mask: 0.6409, decode.d5.loss_dice: 0.9950, decode.d6.loss_cls: 0.6172, decode.d6.loss_mask: 0.6418, decode.d6.loss_dice: 0.9910, decode.d7.loss_cls: 0.6134, decode.d7.loss_mask: 0.6413, decode.d7.loss_dice: 0.9914, decode.d8.loss_cls: 0.6160, decode.d8.loss_mask: 0.6409, decode.d8.loss_dice: 0.9946, loss: 25.1720 2022-04-26 09:22:55,478 - mmseg - INFO - Iter [28400/160000] lr: 1.181e-06, eta: 1 day, 16:34:56, time: 1.075, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6162, decode.loss_mask: 0.6404, decode.loss_dice: 0.9762, decode.d0.loss_cls: 2.7272, decode.d0.loss_mask: 0.6664, decode.d0.loss_dice: 1.1330, decode.d1.loss_cls: 0.7652, decode.d1.loss_mask: 0.6564, decode.d1.loss_dice: 1.0393, decode.d2.loss_cls: 0.6686, decode.d2.loss_mask: 0.6478, decode.d2.loss_dice: 0.9992, decode.d3.loss_cls: 0.6251, decode.d3.loss_mask: 0.6463, decode.d3.loss_dice: 0.9870, decode.d4.loss_cls: 0.6290, decode.d4.loss_mask: 0.6415, decode.d4.loss_dice: 0.9833, decode.d5.loss_cls: 0.6244, decode.d5.loss_mask: 0.6406, decode.d5.loss_dice: 0.9790, decode.d6.loss_cls: 0.6226, decode.d6.loss_mask: 0.6395, decode.d6.loss_dice: 0.9719, decode.d7.loss_cls: 0.6273, decode.d7.loss_mask: 0.6389, decode.d7.loss_dice: 0.9801, decode.d8.loss_cls: 0.6164, decode.d8.loss_mask: 0.6424, decode.d8.loss_dice: 0.9754, loss: 25.0066 2022-04-26 09:23:48,224 - mmseg - INFO - Iter [28450/160000] lr: 1.181e-06, eta: 1 day, 16:33:47, time: 1.055, data_time: 0.018, memory: 64049, decode.loss_cls: 0.6354, decode.loss_mask: 0.6442, decode.loss_dice: 0.9907, decode.d0.loss_cls: 2.7456, decode.d0.loss_mask: 0.6901, decode.d0.loss_dice: 1.1543, decode.d1.loss_cls: 0.7650, decode.d1.loss_mask: 0.6711, decode.d1.loss_dice: 1.0636, decode.d2.loss_cls: 0.6884, decode.d2.loss_mask: 0.6550, decode.d2.loss_dice: 1.0201, decode.d3.loss_cls: 0.6478, decode.d3.loss_mask: 0.6499, decode.d3.loss_dice: 0.9998, decode.d4.loss_cls: 0.6397, decode.d4.loss_mask: 0.6464, decode.d4.loss_dice: 1.0024, decode.d5.loss_cls: 0.6405, decode.d5.loss_mask: 0.6439, decode.d5.loss_dice: 0.9972, decode.d6.loss_cls: 0.6276, decode.d6.loss_mask: 0.6464, decode.d6.loss_dice: 0.9932, decode.d7.loss_cls: 0.6346, decode.d7.loss_mask: 0.6493, decode.d7.loss_dice: 0.9940, decode.d8.loss_cls: 0.6390, decode.d8.loss_mask: 0.6444, decode.d8.loss_dice: 0.9985, loss: 25.4178 2022-04-26 09:24:40,571 - mmseg - INFO - Iter [28500/160000] lr: 1.180e-06, eta: 1 day, 16:32:37, time: 1.047, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6204, decode.loss_mask: 0.6589, decode.loss_dice: 0.9837, decode.d0.loss_cls: 2.7317, decode.d0.loss_mask: 0.6963, decode.d0.loss_dice: 1.1488, decode.d1.loss_cls: 0.7653, decode.d1.loss_mask: 0.6796, decode.d1.loss_dice: 1.0515, decode.d2.loss_cls: 0.6844, decode.d2.loss_mask: 0.6688, decode.d2.loss_dice: 1.0114, decode.d3.loss_cls: 0.6457, decode.d3.loss_mask: 0.6589, decode.d3.loss_dice: 0.9972, decode.d4.loss_cls: 0.6338, decode.d4.loss_mask: 0.6605, decode.d4.loss_dice: 0.9955, decode.d5.loss_cls: 0.6302, decode.d5.loss_mask: 0.6588, decode.d5.loss_dice: 0.9916, decode.d6.loss_cls: 0.6249, decode.d6.loss_mask: 0.6558, decode.d6.loss_dice: 0.9821, decode.d7.loss_cls: 0.6263, decode.d7.loss_mask: 0.6561, decode.d7.loss_dice: 0.9807, decode.d8.loss_cls: 0.6214, decode.d8.loss_mask: 0.6580, decode.d8.loss_dice: 0.9852, loss: 25.3631 2022-04-26 09:25:33,567 - mmseg - INFO - Iter [28550/160000] lr: 1.180e-06, eta: 1 day, 16:31:30, time: 1.060, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6163, decode.loss_mask: 0.6407, decode.loss_dice: 0.9732, decode.d0.loss_cls: 2.7238, decode.d0.loss_mask: 0.6710, decode.d0.loss_dice: 1.1294, decode.d1.loss_cls: 0.7435, decode.d1.loss_mask: 0.6578, decode.d1.loss_dice: 1.0397, decode.d2.loss_cls: 0.6680, decode.d2.loss_mask: 0.6460, decode.d2.loss_dice: 1.0043, decode.d3.loss_cls: 0.6353, decode.d3.loss_mask: 0.6388, decode.d3.loss_dice: 0.9806, decode.d4.loss_cls: 0.6198, decode.d4.loss_mask: 0.6391, decode.d4.loss_dice: 0.9854, decode.d5.loss_cls: 0.6281, decode.d5.loss_mask: 0.6390, decode.d5.loss_dice: 0.9778, decode.d6.loss_cls: 0.6251, decode.d6.loss_mask: 0.6394, decode.d6.loss_dice: 0.9717, decode.d7.loss_cls: 0.6183, decode.d7.loss_mask: 0.6389, decode.d7.loss_dice: 0.9713, decode.d8.loss_cls: 0.6165, decode.d8.loss_mask: 0.6412, decode.d8.loss_dice: 0.9728, loss: 24.9529 2022-04-26 09:26:27,085 - mmseg - INFO - Iter [28600/160000] lr: 1.179e-06, eta: 1 day, 16:30:26, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6116, decode.loss_mask: 0.6451, decode.loss_dice: 0.9839, decode.d0.loss_cls: 2.6716, decode.d0.loss_mask: 0.6855, decode.d0.loss_dice: 1.1410, decode.d1.loss_cls: 0.7271, decode.d1.loss_mask: 0.6690, decode.d1.loss_dice: 1.0443, decode.d2.loss_cls: 0.6558, decode.d2.loss_mask: 0.6559, decode.d2.loss_dice: 1.0123, decode.d3.loss_cls: 0.6403, decode.d3.loss_mask: 0.6538, decode.d3.loss_dice: 0.9891, decode.d4.loss_cls: 0.6264, decode.d4.loss_mask: 0.6527, decode.d4.loss_dice: 0.9914, decode.d5.loss_cls: 0.6165, decode.d5.loss_mask: 0.6479, decode.d5.loss_dice: 0.9911, decode.d6.loss_cls: 0.6210, decode.d6.loss_mask: 0.6472, decode.d6.loss_dice: 0.9770, decode.d7.loss_cls: 0.6087, decode.d7.loss_mask: 0.6487, decode.d7.loss_dice: 0.9886, decode.d8.loss_cls: 0.6037, decode.d8.loss_mask: 0.6466, decode.d8.loss_dice: 0.9887, loss: 25.0424 2022-04-26 09:27:19,146 - mmseg - INFO - Iter [28650/160000] lr: 1.179e-06, eta: 1 day, 16:29:15, time: 1.041, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6015, decode.loss_mask: 0.6415, decode.loss_dice: 0.9586, decode.d0.loss_cls: 2.6336, decode.d0.loss_mask: 0.6792, decode.d0.loss_dice: 1.1230, decode.d1.loss_cls: 0.7108, decode.d1.loss_mask: 0.6624, decode.d1.loss_dice: 1.0258, decode.d2.loss_cls: 0.6465, decode.d2.loss_mask: 0.6451, decode.d2.loss_dice: 0.9805, decode.d3.loss_cls: 0.6108, decode.d3.loss_mask: 0.6389, decode.d3.loss_dice: 0.9654, decode.d4.loss_cls: 0.6046, decode.d4.loss_mask: 0.6431, decode.d4.loss_dice: 0.9663, decode.d5.loss_cls: 0.6057, decode.d5.loss_mask: 0.6435, decode.d5.loss_dice: 0.9681, decode.d6.loss_cls: 0.6005, decode.d6.loss_mask: 0.6437, decode.d6.loss_dice: 0.9575, decode.d7.loss_cls: 0.5973, decode.d7.loss_mask: 0.6445, decode.d7.loss_dice: 0.9642, decode.d8.loss_cls: 0.5962, decode.d8.loss_mask: 0.6450, decode.d8.loss_dice: 0.9639, loss: 24.5676 2022-04-26 09:28:12,292 - mmseg - INFO - Iter [28700/160000] lr: 1.178e-06, eta: 1 day, 16:28:08, time: 1.063, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6214, decode.loss_mask: 0.6448, decode.loss_dice: 0.9842, decode.d0.loss_cls: 2.7535, decode.d0.loss_mask: 0.6805, decode.d0.loss_dice: 1.1474, decode.d1.loss_cls: 0.7565, decode.d1.loss_mask: 0.6627, decode.d1.loss_dice: 1.0460, decode.d2.loss_cls: 0.6791, decode.d2.loss_mask: 0.6487, decode.d2.loss_dice: 1.0114, decode.d3.loss_cls: 0.6512, decode.d3.loss_mask: 0.6437, decode.d3.loss_dice: 0.9858, decode.d4.loss_cls: 0.6419, decode.d4.loss_mask: 0.6408, decode.d4.loss_dice: 0.9869, decode.d5.loss_cls: 0.6308, decode.d5.loss_mask: 0.6383, decode.d5.loss_dice: 0.9913, decode.d6.loss_cls: 0.6274, decode.d6.loss_mask: 0.6403, decode.d6.loss_dice: 0.9776, decode.d7.loss_cls: 0.6240, decode.d7.loss_mask: 0.6426, decode.d7.loss_dice: 0.9895, decode.d8.loss_cls: 0.6293, decode.d8.loss_mask: 0.6445, decode.d8.loss_dice: 0.9837, loss: 25.2060 2022-04-26 09:29:05,295 - mmseg - INFO - Iter [28750/160000] lr: 1.178e-06, eta: 1 day, 16:27:01, time: 1.060, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6071, decode.loss_mask: 0.6351, decode.loss_dice: 0.9833, decode.d0.loss_cls: 2.6477, decode.d0.loss_mask: 0.6777, decode.d0.loss_dice: 1.1380, decode.d1.loss_cls: 0.7360, decode.d1.loss_mask: 0.6547, decode.d1.loss_dice: 1.0486, decode.d2.loss_cls: 0.6557, decode.d2.loss_mask: 0.6420, decode.d2.loss_dice: 1.0130, decode.d3.loss_cls: 0.6290, decode.d3.loss_mask: 0.6365, decode.d3.loss_dice: 0.9860, decode.d4.loss_cls: 0.6057, decode.d4.loss_mask: 0.6409, decode.d4.loss_dice: 0.9918, decode.d5.loss_cls: 0.6029, decode.d5.loss_mask: 0.6356, decode.d5.loss_dice: 0.9830, decode.d6.loss_cls: 0.5970, decode.d6.loss_mask: 0.6372, decode.d6.loss_dice: 0.9792, decode.d7.loss_cls: 0.5948, decode.d7.loss_mask: 0.6346, decode.d7.loss_dice: 0.9843, decode.d8.loss_cls: 0.6055, decode.d8.loss_mask: 0.6321, decode.d8.loss_dice: 0.9816, loss: 24.7964 2022-04-26 09:29:58,033 - mmseg - INFO - Iter [28800/160000] lr: 1.177e-06, eta: 1 day, 16:25:54, time: 1.055, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6271, decode.loss_mask: 0.6465, decode.loss_dice: 0.9667, decode.d0.loss_cls: 2.6397, decode.d0.loss_mask: 0.6913, decode.d0.loss_dice: 1.1288, decode.d1.loss_cls: 0.7547, decode.d1.loss_mask: 0.6730, decode.d1.loss_dice: 1.0355, decode.d2.loss_cls: 0.6749, decode.d2.loss_mask: 0.6588, decode.d2.loss_dice: 0.9991, decode.d3.loss_cls: 0.6461, decode.d3.loss_mask: 0.6518, decode.d3.loss_dice: 0.9740, decode.d4.loss_cls: 0.6404, decode.d4.loss_mask: 0.6504, decode.d4.loss_dice: 0.9766, decode.d5.loss_cls: 0.6380, decode.d5.loss_mask: 0.6519, decode.d5.loss_dice: 0.9726, decode.d6.loss_cls: 0.6310, decode.d6.loss_mask: 0.6476, decode.d6.loss_dice: 0.9629, decode.d7.loss_cls: 0.6355, decode.d7.loss_mask: 0.6478, decode.d7.loss_dice: 0.9651, decode.d8.loss_cls: 0.6279, decode.d8.loss_mask: 0.6491, decode.d8.loss_dice: 0.9666, loss: 25.0309 2022-04-26 09:30:51,356 - mmseg - INFO - Iter [28850/160000] lr: 1.177e-06, eta: 1 day, 16:24:48, time: 1.066, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5969, decode.loss_mask: 0.6492, decode.loss_dice: 0.9652, decode.d0.loss_cls: 2.6507, decode.d0.loss_mask: 0.6941, decode.d0.loss_dice: 1.1264, decode.d1.loss_cls: 0.7192, decode.d1.loss_mask: 0.6693, decode.d1.loss_dice: 1.0311, decode.d2.loss_cls: 0.6505, decode.d2.loss_mask: 0.6552, decode.d2.loss_dice: 0.9942, decode.d3.loss_cls: 0.6192, decode.d3.loss_mask: 0.6519, decode.d3.loss_dice: 0.9668, decode.d4.loss_cls: 0.6075, decode.d4.loss_mask: 0.6528, decode.d4.loss_dice: 0.9693, decode.d5.loss_cls: 0.5955, decode.d5.loss_mask: 0.6516, decode.d5.loss_dice: 0.9715, decode.d6.loss_cls: 0.5983, decode.d6.loss_mask: 0.6489, decode.d6.loss_dice: 0.9656, decode.d7.loss_cls: 0.5904, decode.d7.loss_mask: 0.6509, decode.d7.loss_dice: 0.9658, decode.d8.loss_cls: 0.5960, decode.d8.loss_mask: 0.6490, decode.d8.loss_dice: 0.9628, loss: 24.7158 2022-04-26 09:31:44,373 - mmseg - INFO - Iter [28900/160000] lr: 1.176e-06, eta: 1 day, 16:23:42, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6333, decode.loss_mask: 0.6310, decode.loss_dice: 0.9692, decode.d0.loss_cls: 2.6861, decode.d0.loss_mask: 0.6716, decode.d0.loss_dice: 1.1356, decode.d1.loss_cls: 0.7525, decode.d1.loss_mask: 0.6554, decode.d1.loss_dice: 1.0296, decode.d2.loss_cls: 0.6735, decode.d2.loss_mask: 0.6475, decode.d2.loss_dice: 1.0011, decode.d3.loss_cls: 0.6540, decode.d3.loss_mask: 0.6370, decode.d3.loss_dice: 0.9830, decode.d4.loss_cls: 0.6312, decode.d4.loss_mask: 0.6336, decode.d4.loss_dice: 0.9818, decode.d5.loss_cls: 0.6410, decode.d5.loss_mask: 0.6334, decode.d5.loss_dice: 0.9758, decode.d6.loss_cls: 0.6408, decode.d6.loss_mask: 0.6299, decode.d6.loss_dice: 0.9675, decode.d7.loss_cls: 0.6374, decode.d7.loss_mask: 0.6280, decode.d7.loss_dice: 0.9703, decode.d8.loss_cls: 0.6409, decode.d8.loss_mask: 0.6312, decode.d8.loss_dice: 0.9653, loss: 24.9685 2022-04-26 09:32:37,028 - mmseg - INFO - Iter [28950/160000] lr: 1.176e-06, eta: 1 day, 16:22:34, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6461, decode.loss_mask: 0.6279, decode.loss_dice: 0.9746, decode.d0.loss_cls: 2.7582, decode.d0.loss_mask: 0.6618, decode.d0.loss_dice: 1.1321, decode.d1.loss_cls: 0.7779, decode.d1.loss_mask: 0.6493, decode.d1.loss_dice: 1.0402, decode.d2.loss_cls: 0.6980, decode.d2.loss_mask: 0.6440, decode.d2.loss_dice: 1.0008, decode.d3.loss_cls: 0.6683, decode.d3.loss_mask: 0.6353, decode.d3.loss_dice: 0.9811, decode.d4.loss_cls: 0.6632, decode.d4.loss_mask: 0.6341, decode.d4.loss_dice: 0.9850, decode.d5.loss_cls: 0.6620, decode.d5.loss_mask: 0.6307, decode.d5.loss_dice: 0.9737, decode.d6.loss_cls: 0.6503, decode.d6.loss_mask: 0.6277, decode.d6.loss_dice: 0.9741, decode.d7.loss_cls: 0.6385, decode.d7.loss_mask: 0.6304, decode.d7.loss_dice: 0.9807, decode.d8.loss_cls: 0.6487, decode.d8.loss_mask: 0.6295, decode.d8.loss_dice: 0.9723, loss: 25.1967 2022-04-26 09:33:30,282 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 09:33:30,283 - mmseg - INFO - Iter [29000/160000] lr: 1.176e-06, eta: 1 day, 16:21:28, time: 1.065, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6261, decode.loss_mask: 0.6729, decode.loss_dice: 0.9842, decode.d0.loss_cls: 2.6470, decode.d0.loss_mask: 0.7147, decode.d0.loss_dice: 1.1383, decode.d1.loss_cls: 0.7319, decode.d1.loss_mask: 0.6993, decode.d1.loss_dice: 1.0631, decode.d2.loss_cls: 0.6815, decode.d2.loss_mask: 0.6865, decode.d2.loss_dice: 1.0212, decode.d3.loss_cls: 0.6546, decode.d3.loss_mask: 0.6773, decode.d3.loss_dice: 0.9930, decode.d4.loss_cls: 0.6390, decode.d4.loss_mask: 0.6762, decode.d4.loss_dice: 0.9956, decode.d5.loss_cls: 0.6297, decode.d5.loss_mask: 0.6786, decode.d5.loss_dice: 0.9896, decode.d6.loss_cls: 0.6417, decode.d6.loss_mask: 0.6739, decode.d6.loss_dice: 0.9779, decode.d7.loss_cls: 0.6249, decode.d7.loss_mask: 0.6758, decode.d7.loss_dice: 0.9879, decode.d8.loss_cls: 0.6315, decode.d8.loss_mask: 0.6731, decode.d8.loss_dice: 0.9843, loss: 25.4714 2022-04-26 09:34:26,240 - mmseg - INFO - Iter [29050/160000] lr: 1.175e-06, eta: 1 day, 16:20:35, time: 1.119, data_time: 0.066, memory: 64049, decode.loss_cls: 0.6137, decode.loss_mask: 0.6547, decode.loss_dice: 0.9912, decode.d0.loss_cls: 2.6810, decode.d0.loss_mask: 0.6879, decode.d0.loss_dice: 1.1561, decode.d1.loss_cls: 0.7309, decode.d1.loss_mask: 0.6784, decode.d1.loss_dice: 1.0700, decode.d2.loss_cls: 0.6568, decode.d2.loss_mask: 0.6637, decode.d2.loss_dice: 1.0288, decode.d3.loss_cls: 0.6361, decode.d3.loss_mask: 0.6543, decode.d3.loss_dice: 1.0014, decode.d4.loss_cls: 0.6181, decode.d4.loss_mask: 0.6581, decode.d4.loss_dice: 1.0030, decode.d5.loss_cls: 0.6141, decode.d5.loss_mask: 0.6578, decode.d5.loss_dice: 0.9977, decode.d6.loss_cls: 0.6079, decode.d6.loss_mask: 0.6508, decode.d6.loss_dice: 0.9897, decode.d7.loss_cls: 0.6141, decode.d7.loss_mask: 0.6557, decode.d7.loss_dice: 0.9917, decode.d8.loss_cls: 0.6144, decode.d8.loss_mask: 0.6527, decode.d8.loss_dice: 0.9890, loss: 25.2196 2022-04-26 09:35:19,053 - mmseg - INFO - Iter [29100/160000] lr: 1.175e-06, eta: 1 day, 16:19:28, time: 1.056, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5625, decode.loss_mask: 0.6680, decode.loss_dice: 0.9588, decode.d0.loss_cls: 2.6434, decode.d0.loss_mask: 0.7102, decode.d0.loss_dice: 1.1394, decode.d1.loss_cls: 0.6954, decode.d1.loss_mask: 0.6835, decode.d1.loss_dice: 1.0413, decode.d2.loss_cls: 0.6371, decode.d2.loss_mask: 0.6700, decode.d2.loss_dice: 0.9981, decode.d3.loss_cls: 0.5932, decode.d3.loss_mask: 0.6658, decode.d3.loss_dice: 0.9723, decode.d4.loss_cls: 0.5729, decode.d4.loss_mask: 0.6653, decode.d4.loss_dice: 0.9744, decode.d5.loss_cls: 0.5759, decode.d5.loss_mask: 0.6626, decode.d5.loss_dice: 0.9682, decode.d6.loss_cls: 0.5730, decode.d6.loss_mask: 0.6627, decode.d6.loss_dice: 0.9600, decode.d7.loss_cls: 0.5648, decode.d7.loss_mask: 0.6630, decode.d7.loss_dice: 0.9576, decode.d8.loss_cls: 0.5614, decode.d8.loss_mask: 0.6642, decode.d8.loss_dice: 0.9652, loss: 24.6301 2022-04-26 09:36:12,521 - mmseg - INFO - Iter [29150/160000] lr: 1.174e-06, eta: 1 day, 16:18:23, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5572, decode.loss_mask: 0.6297, decode.loss_dice: 0.9231, decode.d0.loss_cls: 2.6139, decode.d0.loss_mask: 0.6695, decode.d0.loss_dice: 1.0720, decode.d1.loss_cls: 0.6762, decode.d1.loss_mask: 0.6504, decode.d1.loss_dice: 0.9805, decode.d2.loss_cls: 0.6137, decode.d2.loss_mask: 0.6456, decode.d2.loss_dice: 0.9563, decode.d3.loss_cls: 0.5883, decode.d3.loss_mask: 0.6379, decode.d3.loss_dice: 0.9264, decode.d4.loss_cls: 0.5752, decode.d4.loss_mask: 0.6329, decode.d4.loss_dice: 0.9319, decode.d5.loss_cls: 0.5673, decode.d5.loss_mask: 0.6325, decode.d5.loss_dice: 0.9272, decode.d6.loss_cls: 0.5617, decode.d6.loss_mask: 0.6321, decode.d6.loss_dice: 0.9245, decode.d7.loss_cls: 0.5565, decode.d7.loss_mask: 0.6307, decode.d7.loss_dice: 0.9251, decode.d8.loss_cls: 0.5539, decode.d8.loss_mask: 0.6293, decode.d8.loss_dice: 0.9247, loss: 23.7462 2022-04-26 09:37:06,614 - mmseg - INFO - Iter [29200/160000] lr: 1.174e-06, eta: 1 day, 16:17:22, time: 1.082, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6223, decode.loss_mask: 0.6365, decode.loss_dice: 0.9677, decode.d0.loss_cls: 2.6883, decode.d0.loss_mask: 0.6655, decode.d0.loss_dice: 1.1332, decode.d1.loss_cls: 0.7569, decode.d1.loss_mask: 0.6598, decode.d1.loss_dice: 1.0372, decode.d2.loss_cls: 0.6792, decode.d2.loss_mask: 0.6467, decode.d2.loss_dice: 1.0059, decode.d3.loss_cls: 0.6408, decode.d3.loss_mask: 0.6430, decode.d3.loss_dice: 0.9824, decode.d4.loss_cls: 0.6437, decode.d4.loss_mask: 0.6364, decode.d4.loss_dice: 0.9778, decode.d5.loss_cls: 0.6256, decode.d5.loss_mask: 0.6381, decode.d5.loss_dice: 0.9784, decode.d6.loss_cls: 0.6208, decode.d6.loss_mask: 0.6348, decode.d6.loss_dice: 0.9740, decode.d7.loss_cls: 0.6211, decode.d7.loss_mask: 0.6363, decode.d7.loss_dice: 0.9794, decode.d8.loss_cls: 0.6244, decode.d8.loss_mask: 0.6350, decode.d8.loss_dice: 0.9710, loss: 24.9623 2022-04-26 09:37:59,416 - mmseg - INFO - Iter [29250/160000] lr: 1.173e-06, eta: 1 day, 16:16:15, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5899, decode.loss_mask: 0.6196, decode.loss_dice: 0.9605, decode.d0.loss_cls: 2.6454, decode.d0.loss_mask: 0.6562, decode.d0.loss_dice: 1.1284, decode.d1.loss_cls: 0.7163, decode.d1.loss_mask: 0.6431, decode.d1.loss_dice: 1.0301, decode.d2.loss_cls: 0.6550, decode.d2.loss_mask: 0.6312, decode.d2.loss_dice: 0.9903, decode.d3.loss_cls: 0.6133, decode.d3.loss_mask: 0.6252, decode.d3.loss_dice: 0.9719, decode.d4.loss_cls: 0.5997, decode.d4.loss_mask: 0.6231, decode.d4.loss_dice: 0.9702, decode.d5.loss_cls: 0.5971, decode.d5.loss_mask: 0.6250, decode.d5.loss_dice: 0.9688, decode.d6.loss_cls: 0.5922, decode.d6.loss_mask: 0.6230, decode.d6.loss_dice: 0.9553, decode.d7.loss_cls: 0.5958, decode.d7.loss_mask: 0.6215, decode.d7.loss_dice: 0.9610, decode.d8.loss_cls: 0.5943, decode.d8.loss_mask: 0.6227, decode.d8.loss_dice: 0.9643, loss: 24.3905 2022-04-26 09:38:52,534 - mmseg - INFO - Iter [29300/160000] lr: 1.173e-06, eta: 1 day, 16:15:09, time: 1.062, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6009, decode.loss_mask: 0.6354, decode.loss_dice: 0.9582, decode.d0.loss_cls: 2.6720, decode.d0.loss_mask: 0.6745, decode.d0.loss_dice: 1.1251, decode.d1.loss_cls: 0.7221, decode.d1.loss_mask: 0.6611, decode.d1.loss_dice: 1.0313, decode.d2.loss_cls: 0.6575, decode.d2.loss_mask: 0.6443, decode.d2.loss_dice: 0.9906, decode.d3.loss_cls: 0.6261, decode.d3.loss_mask: 0.6342, decode.d3.loss_dice: 0.9674, decode.d4.loss_cls: 0.6222, decode.d4.loss_mask: 0.6343, decode.d4.loss_dice: 0.9645, decode.d5.loss_cls: 0.6124, decode.d5.loss_mask: 0.6370, decode.d5.loss_dice: 0.9637, decode.d6.loss_cls: 0.6043, decode.d6.loss_mask: 0.6374, decode.d6.loss_dice: 0.9572, decode.d7.loss_cls: 0.6091, decode.d7.loss_mask: 0.6351, decode.d7.loss_dice: 0.9588, decode.d8.loss_cls: 0.6078, decode.d8.loss_mask: 0.6316, decode.d8.loss_dice: 0.9555, loss: 24.6317 2022-04-26 09:39:46,188 - mmseg - INFO - Iter [29350/160000] lr: 1.172e-06, eta: 1 day, 16:14:05, time: 1.073, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5855, decode.loss_mask: 0.6591, decode.loss_dice: 0.9904, decode.d0.loss_cls: 2.6477, decode.d0.loss_mask: 0.7015, decode.d0.loss_dice: 1.1459, decode.d1.loss_cls: 0.7012, decode.d1.loss_mask: 0.6793, decode.d1.loss_dice: 1.0555, decode.d2.loss_cls: 0.6362, decode.d2.loss_mask: 0.6635, decode.d2.loss_dice: 1.0204, decode.d3.loss_cls: 0.6137, decode.d3.loss_mask: 0.6609, decode.d3.loss_dice: 0.9954, decode.d4.loss_cls: 0.5980, decode.d4.loss_mask: 0.6623, decode.d4.loss_dice: 0.9935, decode.d5.loss_cls: 0.5949, decode.d5.loss_mask: 0.6566, decode.d5.loss_dice: 0.9932, decode.d6.loss_cls: 0.5894, decode.d6.loss_mask: 0.6594, decode.d6.loss_dice: 0.9870, decode.d7.loss_cls: 0.5788, decode.d7.loss_mask: 0.6598, decode.d7.loss_dice: 0.9873, decode.d8.loss_cls: 0.5893, decode.d8.loss_mask: 0.6587, decode.d8.loss_dice: 0.9822, loss: 24.9465 2022-04-26 09:40:39,693 - mmseg - INFO - Iter [29400/160000] lr: 1.172e-06, eta: 1 day, 16:13:01, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6118, decode.loss_mask: 0.6300, decode.loss_dice: 0.9556, decode.d0.loss_cls: 2.6630, decode.d0.loss_mask: 0.6661, decode.d0.loss_dice: 1.1209, decode.d1.loss_cls: 0.7431, decode.d1.loss_mask: 0.6505, decode.d1.loss_dice: 1.0268, decode.d2.loss_cls: 0.6688, decode.d2.loss_mask: 0.6407, decode.d2.loss_dice: 0.9846, decode.d3.loss_cls: 0.6382, decode.d3.loss_mask: 0.6329, decode.d3.loss_dice: 0.9597, decode.d4.loss_cls: 0.6288, decode.d4.loss_mask: 0.6322, decode.d4.loss_dice: 0.9672, decode.d5.loss_cls: 0.6260, decode.d5.loss_mask: 0.6295, decode.d5.loss_dice: 0.9619, decode.d6.loss_cls: 0.6239, decode.d6.loss_mask: 0.6273, decode.d6.loss_dice: 0.9518, decode.d7.loss_cls: 0.6161, decode.d7.loss_mask: 0.6293, decode.d7.loss_dice: 0.9573, decode.d8.loss_cls: 0.6173, decode.d8.loss_mask: 0.6272, decode.d8.loss_dice: 0.9593, loss: 24.6481 2022-04-26 09:41:32,226 - mmseg - INFO - Iter [29450/160000] lr: 1.172e-06, eta: 1 day, 16:11:53, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5627, decode.loss_mask: 0.6472, decode.loss_dice: 0.9476, decode.d0.loss_cls: 2.6513, decode.d0.loss_mask: 0.6738, decode.d0.loss_dice: 1.0963, decode.d1.loss_cls: 0.6808, decode.d1.loss_mask: 0.6724, decode.d1.loss_dice: 1.0208, decode.d2.loss_cls: 0.6253, decode.d2.loss_mask: 0.6524, decode.d2.loss_dice: 0.9803, decode.d3.loss_cls: 0.5939, decode.d3.loss_mask: 0.6478, decode.d3.loss_dice: 0.9577, decode.d4.loss_cls: 0.5764, decode.d4.loss_mask: 0.6511, decode.d4.loss_dice: 0.9617, decode.d5.loss_cls: 0.5671, decode.d5.loss_mask: 0.6493, decode.d5.loss_dice: 0.9596, decode.d6.loss_cls: 0.5619, decode.d6.loss_mask: 0.6517, decode.d6.loss_dice: 0.9517, decode.d7.loss_cls: 0.5600, decode.d7.loss_mask: 0.6539, decode.d7.loss_dice: 0.9573, decode.d8.loss_cls: 0.5608, decode.d8.loss_mask: 0.6468, decode.d8.loss_dice: 0.9530, loss: 24.2730 2022-04-26 09:42:25,618 - mmseg - INFO - Iter [29500/160000] lr: 1.171e-06, eta: 1 day, 16:10:49, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5882, decode.loss_mask: 0.6497, decode.loss_dice: 0.9717, decode.d0.loss_cls: 2.6428, decode.d0.loss_mask: 0.6925, decode.d0.loss_dice: 1.1370, decode.d1.loss_cls: 0.7247, decode.d1.loss_mask: 0.6700, decode.d1.loss_dice: 1.0468, decode.d2.loss_cls: 0.6453, decode.d2.loss_mask: 0.6612, decode.d2.loss_dice: 1.0028, decode.d3.loss_cls: 0.6286, decode.d3.loss_mask: 0.6512, decode.d3.loss_dice: 0.9843, decode.d4.loss_cls: 0.6093, decode.d4.loss_mask: 0.6486, decode.d4.loss_dice: 0.9829, decode.d5.loss_cls: 0.6011, decode.d5.loss_mask: 0.6486, decode.d5.loss_dice: 0.9791, decode.d6.loss_cls: 0.5955, decode.d6.loss_mask: 0.6463, decode.d6.loss_dice: 0.9732, decode.d7.loss_cls: 0.5931, decode.d7.loss_mask: 0.6475, decode.d7.loss_dice: 0.9746, decode.d8.loss_cls: 0.5900, decode.d8.loss_mask: 0.6501, decode.d8.loss_dice: 0.9718, loss: 24.8084 2022-04-26 09:43:19,284 - mmseg - INFO - Iter [29550/160000] lr: 1.171e-06, eta: 1 day, 16:09:46, time: 1.073, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6076, decode.loss_mask: 0.6463, decode.loss_dice: 0.9851, decode.d0.loss_cls: 2.6818, decode.d0.loss_mask: 0.6864, decode.d0.loss_dice: 1.1417, decode.d1.loss_cls: 0.7129, decode.d1.loss_mask: 0.6776, decode.d1.loss_dice: 1.0631, decode.d2.loss_cls: 0.6502, decode.d2.loss_mask: 0.6569, decode.d2.loss_dice: 1.0220, decode.d3.loss_cls: 0.6225, decode.d3.loss_mask: 0.6486, decode.d3.loss_dice: 1.0045, decode.d4.loss_cls: 0.6139, decode.d4.loss_mask: 0.6508, decode.d4.loss_dice: 1.0027, decode.d5.loss_cls: 0.6129, decode.d5.loss_mask: 0.6469, decode.d5.loss_dice: 0.9913, decode.d6.loss_cls: 0.6065, decode.d6.loss_mask: 0.6475, decode.d6.loss_dice: 0.9909, decode.d7.loss_cls: 0.6068, decode.d7.loss_mask: 0.6495, decode.d7.loss_dice: 0.9894, decode.d8.loss_cls: 0.6119, decode.d8.loss_mask: 0.6491, decode.d8.loss_dice: 0.9849, loss: 25.0621 2022-04-26 09:44:12,188 - mmseg - INFO - Iter [29600/160000] lr: 1.170e-06, eta: 1 day, 16:08:39, time: 1.058, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6019, decode.loss_mask: 0.6403, decode.loss_dice: 0.9659, decode.d0.loss_cls: 2.7118, decode.d0.loss_mask: 0.6788, decode.d0.loss_dice: 1.1177, decode.d1.loss_cls: 0.7162, decode.d1.loss_mask: 0.6689, decode.d1.loss_dice: 1.0366, decode.d2.loss_cls: 0.6502, decode.d2.loss_mask: 0.6531, decode.d2.loss_dice: 1.0010, decode.d3.loss_cls: 0.6217, decode.d3.loss_mask: 0.6454, decode.d3.loss_dice: 0.9808, decode.d4.loss_cls: 0.6123, decode.d4.loss_mask: 0.6467, decode.d4.loss_dice: 0.9796, decode.d5.loss_cls: 0.6026, decode.d5.loss_mask: 0.6469, decode.d5.loss_dice: 0.9769, decode.d6.loss_cls: 0.5952, decode.d6.loss_mask: 0.6442, decode.d6.loss_dice: 0.9653, decode.d7.loss_cls: 0.6034, decode.d7.loss_mask: 0.6442, decode.d7.loss_dice: 0.9610, decode.d8.loss_cls: 0.6009, decode.d8.loss_mask: 0.6414, decode.d8.loss_dice: 0.9666, loss: 24.7776 2022-04-26 09:45:04,945 - mmseg - INFO - Iter [29650/160000] lr: 1.170e-06, eta: 1 day, 16:07:32, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5877, decode.loss_mask: 0.6511, decode.loss_dice: 0.9804, decode.d0.loss_cls: 2.6774, decode.d0.loss_mask: 0.6883, decode.d0.loss_dice: 1.1493, decode.d1.loss_cls: 0.7147, decode.d1.loss_mask: 0.6774, decode.d1.loss_dice: 1.0441, decode.d2.loss_cls: 0.6369, decode.d2.loss_mask: 0.6599, decode.d2.loss_dice: 1.0125, decode.d3.loss_cls: 0.5982, decode.d3.loss_mask: 0.6527, decode.d3.loss_dice: 0.9879, decode.d4.loss_cls: 0.5891, decode.d4.loss_mask: 0.6516, decode.d4.loss_dice: 0.9883, decode.d5.loss_cls: 0.5821, decode.d5.loss_mask: 0.6510, decode.d5.loss_dice: 0.9794, decode.d6.loss_cls: 0.5739, decode.d6.loss_mask: 0.6487, decode.d6.loss_dice: 0.9794, decode.d7.loss_cls: 0.5770, decode.d7.loss_mask: 0.6500, decode.d7.loss_dice: 0.9800, decode.d8.loss_cls: 0.5789, decode.d8.loss_mask: 0.6502, decode.d8.loss_dice: 0.9780, loss: 24.7759 2022-04-26 09:45:57,582 - mmseg - INFO - Iter [29700/160000] lr: 1.169e-06, eta: 1 day, 16:06:24, time: 1.053, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6144, decode.loss_mask: 0.6432, decode.loss_dice: 0.9890, decode.d0.loss_cls: 2.6837, decode.d0.loss_mask: 0.6831, decode.d0.loss_dice: 1.1594, decode.d1.loss_cls: 0.7214, decode.d1.loss_mask: 0.6695, decode.d1.loss_dice: 1.0660, decode.d2.loss_cls: 0.6620, decode.d2.loss_mask: 0.6529, decode.d2.loss_dice: 1.0222, decode.d3.loss_cls: 0.6379, decode.d3.loss_mask: 0.6488, decode.d3.loss_dice: 1.0040, decode.d4.loss_cls: 0.6264, decode.d4.loss_mask: 0.6464, decode.d4.loss_dice: 0.9968, decode.d5.loss_cls: 0.6229, decode.d5.loss_mask: 0.6457, decode.d5.loss_dice: 0.9945, decode.d6.loss_cls: 0.6193, decode.d6.loss_mask: 0.6453, decode.d6.loss_dice: 0.9886, decode.d7.loss_cls: 0.6132, decode.d7.loss_mask: 0.6452, decode.d7.loss_dice: 0.9838, decode.d8.loss_cls: 0.6107, decode.d8.loss_mask: 0.6420, decode.d8.loss_dice: 0.9824, loss: 25.1208 2022-04-26 09:46:49,948 - mmseg - INFO - Iter [29750/160000] lr: 1.169e-06, eta: 1 day, 16:05:16, time: 1.047, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5933, decode.loss_mask: 0.6273, decode.loss_dice: 0.9686, decode.d0.loss_cls: 2.6749, decode.d0.loss_mask: 0.6636, decode.d0.loss_dice: 1.1380, decode.d1.loss_cls: 0.7194, decode.d1.loss_mask: 0.6506, decode.d1.loss_dice: 1.0468, decode.d2.loss_cls: 0.6502, decode.d2.loss_mask: 0.6343, decode.d2.loss_dice: 0.9995, decode.d3.loss_cls: 0.6157, decode.d3.loss_mask: 0.6284, decode.d3.loss_dice: 0.9833, decode.d4.loss_cls: 0.6129, decode.d4.loss_mask: 0.6220, decode.d4.loss_dice: 0.9782, decode.d5.loss_cls: 0.5905, decode.d5.loss_mask: 0.6246, decode.d5.loss_dice: 0.9835, decode.d6.loss_cls: 0.5857, decode.d6.loss_mask: 0.6269, decode.d6.loss_dice: 0.9740, decode.d7.loss_cls: 0.5865, decode.d7.loss_mask: 0.6268, decode.d7.loss_dice: 0.9757, decode.d8.loss_cls: 0.5927, decode.d8.loss_mask: 0.6279, decode.d8.loss_dice: 0.9772, loss: 24.5795 2022-04-26 09:47:43,343 - mmseg - INFO - Iter [29800/160000] lr: 1.168e-06, eta: 1 day, 16:04:11, time: 1.067, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5828, decode.loss_mask: 0.6433, decode.loss_dice: 0.9400, decode.d0.loss_cls: 2.6978, decode.d0.loss_mask: 0.6957, decode.d0.loss_dice: 1.1159, decode.d1.loss_cls: 0.7140, decode.d1.loss_mask: 0.6699, decode.d1.loss_dice: 1.0239, decode.d2.loss_cls: 0.6427, decode.d2.loss_mask: 0.6480, decode.d2.loss_dice: 0.9773, decode.d3.loss_cls: 0.6169, decode.d3.loss_mask: 0.6385, decode.d3.loss_dice: 0.9472, decode.d4.loss_cls: 0.5997, decode.d4.loss_mask: 0.6395, decode.d4.loss_dice: 0.9514, decode.d5.loss_cls: 0.5899, decode.d5.loss_mask: 0.6373, decode.d5.loss_dice: 0.9495, decode.d6.loss_cls: 0.5927, decode.d6.loss_mask: 0.6385, decode.d6.loss_dice: 0.9424, decode.d7.loss_cls: 0.5922, decode.d7.loss_mask: 0.6395, decode.d7.loss_dice: 0.9448, decode.d8.loss_cls: 0.5873, decode.d8.loss_mask: 0.6389, decode.d8.loss_dice: 0.9432, loss: 24.4409 2022-04-26 09:48:36,858 - mmseg - INFO - Iter [29850/160000] lr: 1.168e-06, eta: 1 day, 16:03:08, time: 1.071, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5975, decode.loss_mask: 0.6852, decode.loss_dice: 1.0093, decode.d0.loss_cls: 2.6089, decode.d0.loss_mask: 0.7288, decode.d0.loss_dice: 1.1598, decode.d1.loss_cls: 0.7057, decode.d1.loss_mask: 0.7158, decode.d1.loss_dice: 1.0723, decode.d2.loss_cls: 0.6467, decode.d2.loss_mask: 0.6987, decode.d2.loss_dice: 1.0349, decode.d3.loss_cls: 0.6183, decode.d3.loss_mask: 0.6930, decode.d3.loss_dice: 1.0167, decode.d4.loss_cls: 0.6072, decode.d4.loss_mask: 0.6912, decode.d4.loss_dice: 1.0198, decode.d5.loss_cls: 0.5981, decode.d5.loss_mask: 0.6893, decode.d5.loss_dice: 1.0131, decode.d6.loss_cls: 0.5877, decode.d6.loss_mask: 0.6910, decode.d6.loss_dice: 1.0095, decode.d7.loss_cls: 0.5946, decode.d7.loss_mask: 0.6897, decode.d7.loss_dice: 1.0086, decode.d8.loss_cls: 0.5900, decode.d8.loss_mask: 0.6914, decode.d8.loss_dice: 1.0112, loss: 25.4839 2022-04-26 09:49:29,841 - mmseg - INFO - Iter [29900/160000] lr: 1.167e-06, eta: 1 day, 16:02:02, time: 1.060, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6225, decode.loss_mask: 0.6357, decode.loss_dice: 0.9621, decode.d0.loss_cls: 2.7109, decode.d0.loss_mask: 0.6819, decode.d0.loss_dice: 1.1288, decode.d1.loss_cls: 0.7480, decode.d1.loss_mask: 0.6606, decode.d1.loss_dice: 1.0436, decode.d2.loss_cls: 0.6897, decode.d2.loss_mask: 0.6436, decode.d2.loss_dice: 0.9960, decode.d3.loss_cls: 0.6445, decode.d3.loss_mask: 0.6380, decode.d3.loss_dice: 0.9797, decode.d4.loss_cls: 0.6364, decode.d4.loss_mask: 0.6380, decode.d4.loss_dice: 0.9775, decode.d5.loss_cls: 0.6421, decode.d5.loss_mask: 0.6328, decode.d5.loss_dice: 0.9693, decode.d6.loss_cls: 0.6246, decode.d6.loss_mask: 0.6357, decode.d6.loss_dice: 0.9696, decode.d7.loss_cls: 0.6182, decode.d7.loss_mask: 0.6371, decode.d7.loss_dice: 0.9680, decode.d8.loss_cls: 0.6254, decode.d8.loss_mask: 0.6373, decode.d8.loss_dice: 0.9668, loss: 24.9646 2022-04-26 09:50:22,266 - mmseg - INFO - Iter [29950/160000] lr: 1.167e-06, eta: 1 day, 16:00:54, time: 1.049, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5837, decode.loss_mask: 0.6237, decode.loss_dice: 0.9334, decode.d0.loss_cls: 2.6104, decode.d0.loss_mask: 0.6651, decode.d0.loss_dice: 1.0819, decode.d1.loss_cls: 0.7082, decode.d1.loss_mask: 0.6421, decode.d1.loss_dice: 0.9889, decode.d2.loss_cls: 0.6290, decode.d2.loss_mask: 0.6278, decode.d2.loss_dice: 0.9530, decode.d3.loss_cls: 0.6061, decode.d3.loss_mask: 0.6270, decode.d3.loss_dice: 0.9342, decode.d4.loss_cls: 0.5927, decode.d4.loss_mask: 0.6253, decode.d4.loss_dice: 0.9354, decode.d5.loss_cls: 0.5831, decode.d5.loss_mask: 0.6252, decode.d5.loss_dice: 0.9338, decode.d6.loss_cls: 0.5767, decode.d6.loss_mask: 0.6222, decode.d6.loss_dice: 0.9310, decode.d7.loss_cls: 0.5779, decode.d7.loss_mask: 0.6223, decode.d7.loss_dice: 0.9333, decode.d8.loss_cls: 0.5799, decode.d8.loss_mask: 0.6221, decode.d8.loss_dice: 0.9368, loss: 23.9122 2022-04-26 09:51:15,108 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 09:51:15,119 - mmseg - INFO - Iter [30000/160000] lr: 1.167e-06, eta: 1 day, 15:59:47, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6156, decode.loss_mask: 0.6217, decode.loss_dice: 0.9638, decode.d0.loss_cls: 2.6525, decode.d0.loss_mask: 0.6680, decode.d0.loss_dice: 1.1309, decode.d1.loss_cls: 0.7417, decode.d1.loss_mask: 0.6446, decode.d1.loss_dice: 1.0388, decode.d2.loss_cls: 0.6762, decode.d2.loss_mask: 0.6288, decode.d2.loss_dice: 0.9939, decode.d3.loss_cls: 0.6445, decode.d3.loss_mask: 0.6219, decode.d3.loss_dice: 0.9705, decode.d4.loss_cls: 0.6402, decode.d4.loss_mask: 0.6192, decode.d4.loss_dice: 0.9673, decode.d5.loss_cls: 0.6308, decode.d5.loss_mask: 0.6169, decode.d5.loss_dice: 0.9699, decode.d6.loss_cls: 0.6316, decode.d6.loss_mask: 0.6134, decode.d6.loss_dice: 0.9540, decode.d7.loss_cls: 0.6106, decode.d7.loss_mask: 0.6183, decode.d7.loss_dice: 0.9631, decode.d8.loss_cls: 0.6219, decode.d8.loss_mask: 0.6188, decode.d8.loss_dice: 0.9656, loss: 24.6551 2022-04-26 09:52:08,116 - mmseg - INFO - Iter [30050/160000] lr: 1.166e-06, eta: 1 day, 15:58:42, time: 1.060, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6258, decode.loss_mask: 0.6255, decode.loss_dice: 0.9509, decode.d0.loss_cls: 2.6717, decode.d0.loss_mask: 0.6678, decode.d0.loss_dice: 1.1134, decode.d1.loss_cls: 0.7334, decode.d1.loss_mask: 0.6539, decode.d1.loss_dice: 1.0260, decode.d2.loss_cls: 0.6799, decode.d2.loss_mask: 0.6377, decode.d2.loss_dice: 0.9809, decode.d3.loss_cls: 0.6458, decode.d3.loss_mask: 0.6279, decode.d3.loss_dice: 0.9565, decode.d4.loss_cls: 0.6300, decode.d4.loss_mask: 0.6310, decode.d4.loss_dice: 0.9626, decode.d5.loss_cls: 0.6272, decode.d5.loss_mask: 0.6289, decode.d5.loss_dice: 0.9569, decode.d6.loss_cls: 0.6212, decode.d6.loss_mask: 0.6270, decode.d6.loss_dice: 0.9457, decode.d7.loss_cls: 0.6223, decode.d7.loss_mask: 0.6265, decode.d7.loss_dice: 0.9537, decode.d8.loss_cls: 0.6230, decode.d8.loss_mask: 0.6263, decode.d8.loss_dice: 0.9530, loss: 24.6324 2022-04-26 09:53:00,795 - mmseg - INFO - Iter [30100/160000] lr: 1.166e-06, eta: 1 day, 15:57:35, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5960, decode.loss_mask: 0.6606, decode.loss_dice: 0.9740, decode.d0.loss_cls: 2.6180, decode.d0.loss_mask: 0.6955, decode.d0.loss_dice: 1.1444, decode.d1.loss_cls: 0.7185, decode.d1.loss_mask: 0.6801, decode.d1.loss_dice: 1.0353, decode.d2.loss_cls: 0.6305, decode.d2.loss_mask: 0.6655, decode.d2.loss_dice: 1.0014, decode.d3.loss_cls: 0.6055, decode.d3.loss_mask: 0.6606, decode.d3.loss_dice: 0.9762, decode.d4.loss_cls: 0.5954, decode.d4.loss_mask: 0.6621, decode.d4.loss_dice: 0.9856, decode.d5.loss_cls: 0.5966, decode.d5.loss_mask: 0.6569, decode.d5.loss_dice: 0.9811, decode.d6.loss_cls: 0.5902, decode.d6.loss_mask: 0.6612, decode.d6.loss_dice: 0.9722, decode.d7.loss_cls: 0.5934, decode.d7.loss_mask: 0.6569, decode.d7.loss_dice: 0.9755, decode.d8.loss_cls: 0.5918, decode.d8.loss_mask: 0.6584, decode.d8.loss_dice: 0.9793, loss: 24.8189 2022-04-26 09:53:54,389 - mmseg - INFO - Iter [30150/160000] lr: 1.165e-06, eta: 1 day, 15:56:32, time: 1.072, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6118, decode.loss_mask: 0.6355, decode.loss_dice: 0.9777, decode.d0.loss_cls: 2.6297, decode.d0.loss_mask: 0.6793, decode.d0.loss_dice: 1.1360, decode.d1.loss_cls: 0.7252, decode.d1.loss_mask: 0.6627, decode.d1.loss_dice: 1.0488, decode.d2.loss_cls: 0.6497, decode.d2.loss_mask: 0.6510, decode.d2.loss_dice: 1.0171, decode.d3.loss_cls: 0.6333, decode.d3.loss_mask: 0.6449, decode.d3.loss_dice: 0.9919, decode.d4.loss_cls: 0.6161, decode.d4.loss_mask: 0.6439, decode.d4.loss_dice: 1.0007, decode.d5.loss_cls: 0.6061, decode.d5.loss_mask: 0.6421, decode.d5.loss_dice: 0.9942, decode.d6.loss_cls: 0.6056, decode.d6.loss_mask: 0.6381, decode.d6.loss_dice: 0.9797, decode.d7.loss_cls: 0.6049, decode.d7.loss_mask: 0.6343, decode.d7.loss_dice: 0.9769, decode.d8.loss_cls: 0.6034, decode.d8.loss_mask: 0.6374, decode.d8.loss_dice: 0.9810, loss: 24.8591 2022-04-26 09:54:47,391 - mmseg - INFO - Iter [30200/160000] lr: 1.165e-06, eta: 1 day, 15:55:26, time: 1.060, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6075, decode.loss_mask: 0.6470, decode.loss_dice: 0.9568, decode.d0.loss_cls: 2.7115, decode.d0.loss_mask: 0.6833, decode.d0.loss_dice: 1.1240, decode.d1.loss_cls: 0.7154, decode.d1.loss_mask: 0.6681, decode.d1.loss_dice: 1.0245, decode.d2.loss_cls: 0.6585, decode.d2.loss_mask: 0.6567, decode.d2.loss_dice: 0.9863, decode.d3.loss_cls: 0.6285, decode.d3.loss_mask: 0.6559, decode.d3.loss_dice: 0.9695, decode.d4.loss_cls: 0.6229, decode.d4.loss_mask: 0.6501, decode.d4.loss_dice: 0.9645, decode.d5.loss_cls: 0.6169, decode.d5.loss_mask: 0.6505, decode.d5.loss_dice: 0.9585, decode.d6.loss_cls: 0.6131, decode.d6.loss_mask: 0.6486, decode.d6.loss_dice: 0.9535, decode.d7.loss_cls: 0.5993, decode.d7.loss_mask: 0.6517, decode.d7.loss_dice: 0.9592, decode.d8.loss_cls: 0.6051, decode.d8.loss_mask: 0.6492, decode.d8.loss_dice: 0.9585, loss: 24.7951 2022-04-26 09:55:39,811 - mmseg - INFO - Iter [30250/160000] lr: 1.164e-06, eta: 1 day, 15:54:18, time: 1.048, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6120, decode.loss_mask: 0.6658, decode.loss_dice: 0.9658, decode.d0.loss_cls: 2.6160, decode.d0.loss_mask: 0.7095, decode.d0.loss_dice: 1.1312, decode.d1.loss_cls: 0.7191, decode.d1.loss_mask: 0.6903, decode.d1.loss_dice: 1.0410, decode.d2.loss_cls: 0.6541, decode.d2.loss_mask: 0.6780, decode.d2.loss_dice: 0.9962, decode.d3.loss_cls: 0.6261, decode.d3.loss_mask: 0.6685, decode.d3.loss_dice: 0.9760, decode.d4.loss_cls: 0.6213, decode.d4.loss_mask: 0.6693, decode.d4.loss_dice: 0.9766, decode.d5.loss_cls: 0.6050, decode.d5.loss_mask: 0.6648, decode.d5.loss_dice: 0.9724, decode.d6.loss_cls: 0.6044, decode.d6.loss_mask: 0.6638, decode.d6.loss_dice: 0.9670, decode.d7.loss_cls: 0.6064, decode.d7.loss_mask: 0.6638, decode.d7.loss_dice: 0.9667, decode.d8.loss_cls: 0.6045, decode.d8.loss_mask: 0.6637, decode.d8.loss_dice: 0.9652, loss: 24.9643 2022-04-26 09:56:32,419 - mmseg - INFO - Iter [30300/160000] lr: 1.164e-06, eta: 1 day, 15:53:11, time: 1.052, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6078, decode.loss_mask: 0.6444, decode.loss_dice: 0.9702, decode.d0.loss_cls: 2.6502, decode.d0.loss_mask: 0.6798, decode.d0.loss_dice: 1.1290, decode.d1.loss_cls: 0.7121, decode.d1.loss_mask: 0.6631, decode.d1.loss_dice: 1.0473, decode.d2.loss_cls: 0.6545, decode.d2.loss_mask: 0.6518, decode.d2.loss_dice: 0.9979, decode.d3.loss_cls: 0.6182, decode.d3.loss_mask: 0.6442, decode.d3.loss_dice: 0.9775, decode.d4.loss_cls: 0.6180, decode.d4.loss_mask: 0.6469, decode.d4.loss_dice: 0.9801, decode.d5.loss_cls: 0.6053, decode.d5.loss_mask: 0.6469, decode.d5.loss_dice: 0.9743, decode.d6.loss_cls: 0.6059, decode.d6.loss_mask: 0.6397, decode.d6.loss_dice: 0.9700, decode.d7.loss_cls: 0.6017, decode.d7.loss_mask: 0.6455, decode.d7.loss_dice: 0.9668, decode.d8.loss_cls: 0.5971, decode.d8.loss_mask: 0.6429, decode.d8.loss_dice: 0.9751, loss: 24.7644 2022-04-26 09:57:29,547 - mmseg - INFO - Iter [30350/160000] lr: 1.163e-06, eta: 1 day, 15:52:23, time: 1.143, data_time: 0.067, memory: 64049, decode.loss_cls: 0.5715, decode.loss_mask: 0.6280, decode.loss_dice: 0.9309, decode.d0.loss_cls: 2.6015, decode.d0.loss_mask: 0.6618, decode.d0.loss_dice: 1.0969, decode.d1.loss_cls: 0.6838, decode.d1.loss_mask: 0.6511, decode.d1.loss_dice: 1.0108, decode.d2.loss_cls: 0.6184, decode.d2.loss_mask: 0.6350, decode.d2.loss_dice: 0.9675, decode.d3.loss_cls: 0.5939, decode.d3.loss_mask: 0.6297, decode.d3.loss_dice: 0.9422, decode.d4.loss_cls: 0.5841, decode.d4.loss_mask: 0.6259, decode.d4.loss_dice: 0.9394, decode.d5.loss_cls: 0.5780, decode.d5.loss_mask: 0.6277, decode.d5.loss_dice: 0.9337, decode.d6.loss_cls: 0.5685, decode.d6.loss_mask: 0.6274, decode.d6.loss_dice: 0.9310, decode.d7.loss_cls: 0.5783, decode.d7.loss_mask: 0.6224, decode.d7.loss_dice: 0.9330, decode.d8.loss_cls: 0.5645, decode.d8.loss_mask: 0.6282, decode.d8.loss_dice: 0.9364, loss: 23.9016 2022-04-26 09:58:22,788 - mmseg - INFO - Iter [30400/160000] lr: 1.163e-06, eta: 1 day, 15:51:18, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5445, decode.loss_mask: 0.6232, decode.loss_dice: 0.9310, decode.d0.loss_cls: 2.6573, decode.d0.loss_mask: 0.6731, decode.d0.loss_dice: 1.0854, decode.d1.loss_cls: 0.6649, decode.d1.loss_mask: 0.6483, decode.d1.loss_dice: 0.9934, decode.d2.loss_cls: 0.5913, decode.d2.loss_mask: 0.6375, decode.d2.loss_dice: 0.9572, decode.d3.loss_cls: 0.5710, decode.d3.loss_mask: 0.6315, decode.d3.loss_dice: 0.9381, decode.d4.loss_cls: 0.5540, decode.d4.loss_mask: 0.6306, decode.d4.loss_dice: 0.9354, decode.d5.loss_cls: 0.5480, decode.d5.loss_mask: 0.6273, decode.d5.loss_dice: 0.9323, decode.d6.loss_cls: 0.5491, decode.d6.loss_mask: 0.6296, decode.d6.loss_dice: 0.9262, decode.d7.loss_cls: 0.5366, decode.d7.loss_mask: 0.6299, decode.d7.loss_dice: 0.9292, decode.d8.loss_cls: 0.5401, decode.d8.loss_mask: 0.6266, decode.d8.loss_dice: 0.9301, loss: 23.6726 2022-04-26 09:59:16,863 - mmseg - INFO - Iter [30450/160000] lr: 1.163e-06, eta: 1 day, 15:50:18, time: 1.084, data_time: 0.018, memory: 64049, decode.loss_cls: 0.5817, decode.loss_mask: 0.6274, decode.loss_dice: 0.9497, decode.d0.loss_cls: 2.6774, decode.d0.loss_mask: 0.6654, decode.d0.loss_dice: 1.1261, decode.d1.loss_cls: 0.7207, decode.d1.loss_mask: 0.6447, decode.d1.loss_dice: 1.0254, decode.d2.loss_cls: 0.6359, decode.d2.loss_mask: 0.6362, decode.d2.loss_dice: 0.9866, decode.d3.loss_cls: 0.6023, decode.d3.loss_mask: 0.6318, decode.d3.loss_dice: 0.9710, decode.d4.loss_cls: 0.5931, decode.d4.loss_mask: 0.6289, decode.d4.loss_dice: 0.9693, decode.d5.loss_cls: 0.5919, decode.d5.loss_mask: 0.6275, decode.d5.loss_dice: 0.9651, decode.d6.loss_cls: 0.5774, decode.d6.loss_mask: 0.6285, decode.d6.loss_dice: 0.9542, decode.d7.loss_cls: 0.5773, decode.d7.loss_mask: 0.6242, decode.d7.loss_dice: 0.9572, decode.d8.loss_cls: 0.5781, decode.d8.loss_mask: 0.6236, decode.d8.loss_dice: 0.9545, loss: 24.3333 2022-04-26 10:00:10,228 - mmseg - INFO - Iter [30500/160000] lr: 1.162e-06, eta: 1 day, 15:49:14, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6167, decode.loss_mask: 0.6485, decode.loss_dice: 0.9762, decode.d0.loss_cls: 2.6790, decode.d0.loss_mask: 0.6891, decode.d0.loss_dice: 1.1545, decode.d1.loss_cls: 0.7466, decode.d1.loss_mask: 0.6663, decode.d1.loss_dice: 1.0546, decode.d2.loss_cls: 0.6623, decode.d2.loss_mask: 0.6515, decode.d2.loss_dice: 1.0133, decode.d3.loss_cls: 0.6389, decode.d3.loss_mask: 0.6442, decode.d3.loss_dice: 0.9951, decode.d4.loss_cls: 0.6344, decode.d4.loss_mask: 0.6465, decode.d4.loss_dice: 0.9920, decode.d5.loss_cls: 0.6212, decode.d5.loss_mask: 0.6466, decode.d5.loss_dice: 0.9861, decode.d6.loss_cls: 0.6222, decode.d6.loss_mask: 0.6450, decode.d6.loss_dice: 0.9795, decode.d7.loss_cls: 0.6098, decode.d7.loss_mask: 0.6451, decode.d7.loss_dice: 0.9829, decode.d8.loss_cls: 0.6168, decode.d8.loss_mask: 0.6436, decode.d8.loss_dice: 0.9809, loss: 25.0892 2022-04-26 10:01:05,033 - mmseg - INFO - Iter [30550/160000] lr: 1.162e-06, eta: 1 day, 15:48:17, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5919, decode.loss_mask: 0.6277, decode.loss_dice: 0.9673, decode.d0.loss_cls: 2.6395, decode.d0.loss_mask: 0.6684, decode.d0.loss_dice: 1.1217, decode.d1.loss_cls: 0.7158, decode.d1.loss_mask: 0.6473, decode.d1.loss_dice: 1.0384, decode.d2.loss_cls: 0.6486, decode.d2.loss_mask: 0.6321, decode.d2.loss_dice: 1.0006, decode.d3.loss_cls: 0.6229, decode.d3.loss_mask: 0.6229, decode.d3.loss_dice: 0.9711, decode.d4.loss_cls: 0.6017, decode.d4.loss_mask: 0.6258, decode.d4.loss_dice: 0.9752, decode.d5.loss_cls: 0.5977, decode.d5.loss_mask: 0.6254, decode.d5.loss_dice: 0.9749, decode.d6.loss_cls: 0.5979, decode.d6.loss_mask: 0.6261, decode.d6.loss_dice: 0.9642, decode.d7.loss_cls: 0.5913, decode.d7.loss_mask: 0.6258, decode.d7.loss_dice: 0.9678, decode.d8.loss_cls: 0.5937, decode.d8.loss_mask: 0.6246, decode.d8.loss_dice: 0.9655, loss: 24.4736 2022-04-26 10:01:59,814 - mmseg - INFO - Iter [30600/160000] lr: 1.161e-06, eta: 1 day, 15:47:19, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5796, decode.loss_mask: 0.6356, decode.loss_dice: 0.9852, decode.d0.loss_cls: 2.6751, decode.d0.loss_mask: 0.6744, decode.d0.loss_dice: 1.1569, decode.d1.loss_cls: 0.6982, decode.d1.loss_mask: 0.6598, decode.d1.loss_dice: 1.0535, decode.d2.loss_cls: 0.6420, decode.d2.loss_mask: 0.6374, decode.d2.loss_dice: 1.0074, decode.d3.loss_cls: 0.6139, decode.d3.loss_mask: 0.6343, decode.d3.loss_dice: 0.9916, decode.d4.loss_cls: 0.5939, decode.d4.loss_mask: 0.6361, decode.d4.loss_dice: 0.9952, decode.d5.loss_cls: 0.5923, decode.d5.loss_mask: 0.6323, decode.d5.loss_dice: 0.9891, decode.d6.loss_cls: 0.5937, decode.d6.loss_mask: 0.6327, decode.d6.loss_dice: 0.9806, decode.d7.loss_cls: 0.5863, decode.d7.loss_mask: 0.6329, decode.d7.loss_dice: 0.9827, decode.d8.loss_cls: 0.5826, decode.d8.loss_mask: 0.6368, decode.d8.loss_dice: 0.9879, loss: 24.6997 2022-04-26 10:02:53,877 - mmseg - INFO - Iter [30650/160000] lr: 1.161e-06, eta: 1 day, 15:46:18, time: 1.081, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6061, decode.loss_mask: 0.6236, decode.loss_dice: 0.9761, decode.d0.loss_cls: 2.6821, decode.d0.loss_mask: 0.6692, decode.d0.loss_dice: 1.1477, decode.d1.loss_cls: 0.7415, decode.d1.loss_mask: 0.6563, decode.d1.loss_dice: 1.0513, decode.d2.loss_cls: 0.6493, decode.d2.loss_mask: 0.6447, decode.d2.loss_dice: 1.0066, decode.d3.loss_cls: 0.6231, decode.d3.loss_mask: 0.6311, decode.d3.loss_dice: 0.9899, decode.d4.loss_cls: 0.6118, decode.d4.loss_mask: 0.6302, decode.d4.loss_dice: 0.9893, decode.d5.loss_cls: 0.6107, decode.d5.loss_mask: 0.6310, decode.d5.loss_dice: 0.9833, decode.d6.loss_cls: 0.6134, decode.d6.loss_mask: 0.6236, decode.d6.loss_dice: 0.9734, decode.d7.loss_cls: 0.6116, decode.d7.loss_mask: 0.6232, decode.d7.loss_dice: 0.9749, decode.d8.loss_cls: 0.6115, decode.d8.loss_mask: 0.6231, decode.d8.loss_dice: 0.9785, loss: 24.7882 2022-04-26 10:03:47,483 - mmseg - INFO - Iter [30700/160000] lr: 1.160e-06, eta: 1 day, 15:45:15, time: 1.072, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5797, decode.loss_mask: 0.6300, decode.loss_dice: 0.9437, decode.d0.loss_cls: 2.6494, decode.d0.loss_mask: 0.6711, decode.d0.loss_dice: 1.1075, decode.d1.loss_cls: 0.7089, decode.d1.loss_mask: 0.6562, decode.d1.loss_dice: 1.0118, decode.d2.loss_cls: 0.6432, decode.d2.loss_mask: 0.6432, decode.d2.loss_dice: 0.9760, decode.d3.loss_cls: 0.6092, decode.d3.loss_mask: 0.6322, decode.d3.loss_dice: 0.9530, decode.d4.loss_cls: 0.5944, decode.d4.loss_mask: 0.6338, decode.d4.loss_dice: 0.9466, decode.d5.loss_cls: 0.5888, decode.d5.loss_mask: 0.6299, decode.d5.loss_dice: 0.9500, decode.d6.loss_cls: 0.5751, decode.d6.loss_mask: 0.6299, decode.d6.loss_dice: 0.9455, decode.d7.loss_cls: 0.5753, decode.d7.loss_mask: 0.6311, decode.d7.loss_dice: 0.9488, decode.d8.loss_cls: 0.5799, decode.d8.loss_mask: 0.6272, decode.d8.loss_dice: 0.9448, loss: 24.2159 2022-04-26 10:04:41,123 - mmseg - INFO - Iter [30750/160000] lr: 1.160e-06, eta: 1 day, 15:44:13, time: 1.073, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5968, decode.loss_mask: 0.6443, decode.loss_dice: 0.9561, decode.d0.loss_cls: 2.5972, decode.d0.loss_mask: 0.6810, decode.d0.loss_dice: 1.1167, decode.d1.loss_cls: 0.7304, decode.d1.loss_mask: 0.6599, decode.d1.loss_dice: 1.0175, decode.d2.loss_cls: 0.6483, decode.d2.loss_mask: 0.6511, decode.d2.loss_dice: 0.9856, decode.d3.loss_cls: 0.6168, decode.d3.loss_mask: 0.6485, decode.d3.loss_dice: 0.9630, decode.d4.loss_cls: 0.6038, decode.d4.loss_mask: 0.6467, decode.d4.loss_dice: 0.9655, decode.d5.loss_cls: 0.6099, decode.d5.loss_mask: 0.6407, decode.d5.loss_dice: 0.9635, decode.d6.loss_cls: 0.5984, decode.d6.loss_mask: 0.6428, decode.d6.loss_dice: 0.9552, decode.d7.loss_cls: 0.5977, decode.d7.loss_mask: 0.6456, decode.d7.loss_dice: 0.9566, decode.d8.loss_cls: 0.5897, decode.d8.loss_mask: 0.6469, decode.d8.loss_dice: 0.9595, loss: 24.5354 2022-04-26 10:05:35,882 - mmseg - INFO - Iter [30800/160000] lr: 1.159e-06, eta: 1 day, 15:43:15, time: 1.095, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5944, decode.loss_mask: 0.6235, decode.loss_dice: 0.9540, decode.d0.loss_cls: 2.6708, decode.d0.loss_mask: 0.6602, decode.d0.loss_dice: 1.1083, decode.d1.loss_cls: 0.7118, decode.d1.loss_mask: 0.6477, decode.d1.loss_dice: 1.0140, decode.d2.loss_cls: 0.6500, decode.d2.loss_mask: 0.6304, decode.d2.loss_dice: 0.9742, decode.d3.loss_cls: 0.6240, decode.d3.loss_mask: 0.6208, decode.d3.loss_dice: 0.9519, decode.d4.loss_cls: 0.6175, decode.d4.loss_mask: 0.6228, decode.d4.loss_dice: 0.9494, decode.d5.loss_cls: 0.6045, decode.d5.loss_mask: 0.6214, decode.d5.loss_dice: 0.9552, decode.d6.loss_cls: 0.6007, decode.d6.loss_mask: 0.6201, decode.d6.loss_dice: 0.9481, decode.d7.loss_cls: 0.5865, decode.d7.loss_mask: 0.6192, decode.d7.loss_dice: 0.9513, decode.d8.loss_cls: 0.5912, decode.d8.loss_mask: 0.6200, decode.d8.loss_dice: 0.9492, loss: 24.2927 2022-04-26 10:06:29,616 - mmseg - INFO - Iter [30850/160000] lr: 1.159e-06, eta: 1 day, 15:42:13, time: 1.075, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5472, decode.loss_mask: 0.6362, decode.loss_dice: 0.9184, decode.d0.loss_cls: 2.5666, decode.d0.loss_mask: 0.6770, decode.d0.loss_dice: 1.0817, decode.d1.loss_cls: 0.6779, decode.d1.loss_mask: 0.6553, decode.d1.loss_dice: 0.9953, decode.d2.loss_cls: 0.6148, decode.d2.loss_mask: 0.6420, decode.d2.loss_dice: 0.9555, decode.d3.loss_cls: 0.5778, decode.d3.loss_mask: 0.6373, decode.d3.loss_dice: 0.9287, decode.d4.loss_cls: 0.5708, decode.d4.loss_mask: 0.6378, decode.d4.loss_dice: 0.9257, decode.d5.loss_cls: 0.5590, decode.d5.loss_mask: 0.6382, decode.d5.loss_dice: 0.9240, decode.d6.loss_cls: 0.5524, decode.d6.loss_mask: 0.6369, decode.d6.loss_dice: 0.9211, decode.d7.loss_cls: 0.5528, decode.d7.loss_mask: 0.6378, decode.d7.loss_dice: 0.9183, decode.d8.loss_cls: 0.5574, decode.d8.loss_mask: 0.6373, decode.d8.loss_dice: 0.9177, loss: 23.6991 2022-04-26 10:07:23,230 - mmseg - INFO - Iter [30900/160000] lr: 1.159e-06, eta: 1 day, 15:41:10, time: 1.072, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5812, decode.loss_mask: 0.6582, decode.loss_dice: 0.9779, decode.d0.loss_cls: 2.6304, decode.d0.loss_mask: 0.7039, decode.d0.loss_dice: 1.1301, decode.d1.loss_cls: 0.6965, decode.d1.loss_mask: 0.6777, decode.d1.loss_dice: 1.0297, decode.d2.loss_cls: 0.6316, decode.d2.loss_mask: 0.6681, decode.d2.loss_dice: 1.0010, decode.d3.loss_cls: 0.6011, decode.d3.loss_mask: 0.6592, decode.d3.loss_dice: 0.9854, decode.d4.loss_cls: 0.6029, decode.d4.loss_mask: 0.6575, decode.d4.loss_dice: 0.9840, decode.d5.loss_cls: 0.5894, decode.d5.loss_mask: 0.6579, decode.d5.loss_dice: 0.9820, decode.d6.loss_cls: 0.5672, decode.d6.loss_mask: 0.6572, decode.d6.loss_dice: 0.9838, decode.d7.loss_cls: 0.5762, decode.d7.loss_mask: 0.6569, decode.d7.loss_dice: 0.9825, decode.d8.loss_cls: 0.5799, decode.d8.loss_mask: 0.6560, decode.d8.loss_dice: 0.9782, loss: 24.7433 2022-04-26 10:08:16,633 - mmseg - INFO - Iter [30950/160000] lr: 1.158e-06, eta: 1 day, 15:40:07, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5878, decode.loss_mask: 0.6612, decode.loss_dice: 0.9833, decode.d0.loss_cls: 2.6112, decode.d0.loss_mask: 0.7157, decode.d0.loss_dice: 1.1562, decode.d1.loss_cls: 0.7214, decode.d1.loss_mask: 0.6893, decode.d1.loss_dice: 1.0572, decode.d2.loss_cls: 0.6346, decode.d2.loss_mask: 0.6711, decode.d2.loss_dice: 1.0163, decode.d3.loss_cls: 0.6073, decode.d3.loss_mask: 0.6630, decode.d3.loss_dice: 0.9936, decode.d4.loss_cls: 0.6013, decode.d4.loss_mask: 0.6626, decode.d4.loss_dice: 0.9972, decode.d5.loss_cls: 0.5867, decode.d5.loss_mask: 0.6643, decode.d5.loss_dice: 0.9926, decode.d6.loss_cls: 0.5837, decode.d6.loss_mask: 0.6619, decode.d6.loss_dice: 0.9812, decode.d7.loss_cls: 0.5748, decode.d7.loss_mask: 0.6621, decode.d7.loss_dice: 0.9850, decode.d8.loss_cls: 0.5789, decode.d8.loss_mask: 0.6631, decode.d8.loss_dice: 0.9832, loss: 24.9475 2022-04-26 10:09:09,976 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 10:09:09,978 - mmseg - INFO - Iter [31000/160000] lr: 1.158e-06, eta: 1 day, 15:39:04, time: 1.067, data_time: 0.017, memory: 64049, decode.loss_cls: 0.6039, decode.loss_mask: 0.6805, decode.loss_dice: 0.9848, decode.d0.loss_cls: 2.6341, decode.d0.loss_mask: 0.7113, decode.d0.loss_dice: 1.1398, decode.d1.loss_cls: 0.7224, decode.d1.loss_mask: 0.6927, decode.d1.loss_dice: 1.0410, decode.d2.loss_cls: 0.6609, decode.d2.loss_mask: 0.6860, decode.d2.loss_dice: 1.0006, decode.d3.loss_cls: 0.6197, decode.d3.loss_mask: 0.6813, decode.d3.loss_dice: 0.9868, decode.d4.loss_cls: 0.6167, decode.d4.loss_mask: 0.6768, decode.d4.loss_dice: 0.9855, decode.d5.loss_cls: 0.6083, decode.d5.loss_mask: 0.6743, decode.d5.loss_dice: 0.9785, decode.d6.loss_cls: 0.6026, decode.d6.loss_mask: 0.6783, decode.d6.loss_dice: 0.9781, decode.d7.loss_cls: 0.6048, decode.d7.loss_mask: 0.6799, decode.d7.loss_dice: 0.9840, decode.d8.loss_cls: 0.6009, decode.d8.loss_mask: 0.6784, decode.d8.loss_dice: 0.9843, loss: 25.1773 2022-04-26 10:10:04,600 - mmseg - INFO - Iter [31050/160000] lr: 1.157e-06, eta: 1 day, 15:38:05, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5681, decode.loss_mask: 0.6345, decode.loss_dice: 0.9595, decode.d0.loss_cls: 2.5967, decode.d0.loss_mask: 0.6721, decode.d0.loss_dice: 1.1128, decode.d1.loss_cls: 0.6953, decode.d1.loss_mask: 0.6540, decode.d1.loss_dice: 1.0251, decode.d2.loss_cls: 0.6236, decode.d2.loss_mask: 0.6415, decode.d2.loss_dice: 0.9886, decode.d3.loss_cls: 0.5914, decode.d3.loss_mask: 0.6410, decode.d3.loss_dice: 0.9666, decode.d4.loss_cls: 0.5781, decode.d4.loss_mask: 0.6380, decode.d4.loss_dice: 0.9769, decode.d5.loss_cls: 0.5785, decode.d5.loss_mask: 0.6371, decode.d5.loss_dice: 0.9679, decode.d6.loss_cls: 0.5745, decode.d6.loss_mask: 0.6335, decode.d6.loss_dice: 0.9577, decode.d7.loss_cls: 0.5732, decode.d7.loss_mask: 0.6300, decode.d7.loss_dice: 0.9595, decode.d8.loss_cls: 0.5724, decode.d8.loss_mask: 0.6320, decode.d8.loss_dice: 0.9555, loss: 24.2358 2022-04-26 10:10:58,326 - mmseg - INFO - Iter [31100/160000] lr: 1.157e-06, eta: 1 day, 15:37:03, time: 1.073, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5808, decode.loss_mask: 0.6412, decode.loss_dice: 0.9483, decode.d0.loss_cls: 2.6558, decode.d0.loss_mask: 0.6901, decode.d0.loss_dice: 1.1080, decode.d1.loss_cls: 0.6979, decode.d1.loss_mask: 0.6673, decode.d1.loss_dice: 1.0321, decode.d2.loss_cls: 0.6317, decode.d2.loss_mask: 0.6551, decode.d2.loss_dice: 0.9815, decode.d3.loss_cls: 0.6051, decode.d3.loss_mask: 0.6452, decode.d3.loss_dice: 0.9613, decode.d4.loss_cls: 0.5979, decode.d4.loss_mask: 0.6432, decode.d4.loss_dice: 0.9584, decode.d5.loss_cls: 0.5849, decode.d5.loss_mask: 0.6426, decode.d5.loss_dice: 0.9572, decode.d6.loss_cls: 0.5797, decode.d6.loss_mask: 0.6446, decode.d6.loss_dice: 0.9452, decode.d7.loss_cls: 0.5715, decode.d7.loss_mask: 0.6453, decode.d7.loss_dice: 0.9507, decode.d8.loss_cls: 0.5766, decode.d8.loss_mask: 0.6451, decode.d8.loss_dice: 0.9510, loss: 24.3951 2022-04-26 10:11:51,597 - mmseg - INFO - Iter [31150/160000] lr: 1.156e-06, eta: 1 day, 15:35:59, time: 1.065, data_time: 0.018, memory: 64049, decode.loss_cls: 0.5372, decode.loss_mask: 0.6330, decode.loss_dice: 0.9323, decode.d0.loss_cls: 2.5454, decode.d0.loss_mask: 0.6697, decode.d0.loss_dice: 1.0824, decode.d1.loss_cls: 0.6519, decode.d1.loss_mask: 0.6589, decode.d1.loss_dice: 0.9967, decode.d2.loss_cls: 0.5896, decode.d2.loss_mask: 0.6389, decode.d2.loss_dice: 0.9621, decode.d3.loss_cls: 0.5602, decode.d3.loss_mask: 0.6331, decode.d3.loss_dice: 0.9396, decode.d4.loss_cls: 0.5489, decode.d4.loss_mask: 0.6357, decode.d4.loss_dice: 0.9444, decode.d5.loss_cls: 0.5529, decode.d5.loss_mask: 0.6354, decode.d5.loss_dice: 0.9353, decode.d6.loss_cls: 0.5390, decode.d6.loss_mask: 0.6349, decode.d6.loss_dice: 0.9337, decode.d7.loss_cls: 0.5366, decode.d7.loss_mask: 0.6343, decode.d7.loss_dice: 0.9334, decode.d8.loss_cls: 0.5382, decode.d8.loss_mask: 0.6313, decode.d8.loss_dice: 0.9287, loss: 23.5938 2022-04-26 10:12:46,076 - mmseg - INFO - Iter [31200/160000] lr: 1.156e-06, eta: 1 day, 15:35:01, time: 1.092, data_time: 0.018, memory: 64049, decode.loss_cls: 0.5880, decode.loss_mask: 0.6445, decode.loss_dice: 0.9649, decode.d0.loss_cls: 2.5780, decode.d0.loss_mask: 0.6823, decode.d0.loss_dice: 1.1151, decode.d1.loss_cls: 0.7031, decode.d1.loss_mask: 0.6715, decode.d1.loss_dice: 1.0364, decode.d2.loss_cls: 0.6478, decode.d2.loss_mask: 0.6537, decode.d2.loss_dice: 0.9935, decode.d3.loss_cls: 0.6196, decode.d3.loss_mask: 0.6472, decode.d3.loss_dice: 0.9762, decode.d4.loss_cls: 0.6065, decode.d4.loss_mask: 0.6445, decode.d4.loss_dice: 0.9746, decode.d5.loss_cls: 0.5932, decode.d5.loss_mask: 0.6431, decode.d5.loss_dice: 0.9685, decode.d6.loss_cls: 0.5842, decode.d6.loss_mask: 0.6445, decode.d6.loss_dice: 0.9637, decode.d7.loss_cls: 0.5858, decode.d7.loss_mask: 0.6451, decode.d7.loss_dice: 0.9672, decode.d8.loss_cls: 0.5909, decode.d8.loss_mask: 0.6438, decode.d8.loss_dice: 0.9650, loss: 24.5424 2022-04-26 10:13:39,796 - mmseg - INFO - Iter [31250/160000] lr: 1.155e-06, eta: 1 day, 15:33:59, time: 1.074, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5786, decode.loss_mask: 0.6351, decode.loss_dice: 0.9505, decode.d0.loss_cls: 2.6237, decode.d0.loss_mask: 0.6817, decode.d0.loss_dice: 1.1112, decode.d1.loss_cls: 0.7087, decode.d1.loss_mask: 0.6612, decode.d1.loss_dice: 1.0169, decode.d2.loss_cls: 0.6335, decode.d2.loss_mask: 0.6463, decode.d2.loss_dice: 0.9717, decode.d3.loss_cls: 0.6014, decode.d3.loss_mask: 0.6403, decode.d3.loss_dice: 0.9629, decode.d4.loss_cls: 0.5987, decode.d4.loss_mask: 0.6392, decode.d4.loss_dice: 0.9591, decode.d5.loss_cls: 0.5861, decode.d5.loss_mask: 0.6417, decode.d5.loss_dice: 0.9611, decode.d6.loss_cls: 0.5846, decode.d6.loss_mask: 0.6378, decode.d6.loss_dice: 0.9437, decode.d7.loss_cls: 0.5892, decode.d7.loss_mask: 0.6362, decode.d7.loss_dice: 0.9463, decode.d8.loss_cls: 0.5821, decode.d8.loss_mask: 0.6370, decode.d8.loss_dice: 0.9466, loss: 24.3132 2022-04-26 10:14:33,497 - mmseg - INFO - Iter [31300/160000] lr: 1.155e-06, eta: 1 day, 15:32:57, time: 1.074, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5952, decode.loss_mask: 0.6515, decode.loss_dice: 0.9725, decode.d0.loss_cls: 2.6189, decode.d0.loss_mask: 0.6873, decode.d0.loss_dice: 1.1296, decode.d1.loss_cls: 0.7012, decode.d1.loss_mask: 0.6689, decode.d1.loss_dice: 1.0529, decode.d2.loss_cls: 0.6502, decode.d2.loss_mask: 0.6568, decode.d2.loss_dice: 1.0053, decode.d3.loss_cls: 0.6258, decode.d3.loss_mask: 0.6542, decode.d3.loss_dice: 0.9807, decode.d4.loss_cls: 0.6099, decode.d4.loss_mask: 0.6535, decode.d4.loss_dice: 0.9838, decode.d5.loss_cls: 0.6084, decode.d5.loss_mask: 0.6525, decode.d5.loss_dice: 0.9835, decode.d6.loss_cls: 0.5935, decode.d6.loss_mask: 0.6546, decode.d6.loss_dice: 0.9728, decode.d7.loss_cls: 0.5974, decode.d7.loss_mask: 0.6515, decode.d7.loss_dice: 0.9757, decode.d8.loss_cls: 0.5899, decode.d8.loss_mask: 0.6508, decode.d8.loss_dice: 0.9760, loss: 24.8047 2022-04-26 10:15:26,759 - mmseg - INFO - Iter [31350/160000] lr: 1.154e-06, eta: 1 day, 15:31:53, time: 1.065, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5888, decode.loss_mask: 0.6238, decode.loss_dice: 0.9445, decode.d0.loss_cls: 2.6379, decode.d0.loss_mask: 0.6580, decode.d0.loss_dice: 1.1087, decode.d1.loss_cls: 0.6984, decode.d1.loss_mask: 0.6524, decode.d1.loss_dice: 1.0262, decode.d2.loss_cls: 0.6331, decode.d2.loss_mask: 0.6371, decode.d2.loss_dice: 0.9857, decode.d3.loss_cls: 0.6118, decode.d3.loss_mask: 0.6252, decode.d3.loss_dice: 0.9667, decode.d4.loss_cls: 0.5980, decode.d4.loss_mask: 0.6251, decode.d4.loss_dice: 0.9603, decode.d5.loss_cls: 0.5964, decode.d5.loss_mask: 0.6245, decode.d5.loss_dice: 0.9623, decode.d6.loss_cls: 0.5849, decode.d6.loss_mask: 0.6256, decode.d6.loss_dice: 0.9507, decode.d7.loss_cls: 0.5871, decode.d7.loss_mask: 0.6236, decode.d7.loss_dice: 0.9514, decode.d8.loss_cls: 0.5857, decode.d8.loss_mask: 0.6236, decode.d8.loss_dice: 0.9508, loss: 24.2482 2022-04-26 10:16:19,634 - mmseg - INFO - Iter [31400/160000] lr: 1.154e-06, eta: 1 day, 15:30:48, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5719, decode.loss_mask: 0.6183, decode.loss_dice: 0.9469, decode.d0.loss_cls: 2.6087, decode.d0.loss_mask: 0.6598, decode.d0.loss_dice: 1.1007, decode.d1.loss_cls: 0.6732, decode.d1.loss_mask: 0.6504, decode.d1.loss_dice: 1.0102, decode.d2.loss_cls: 0.6183, decode.d2.loss_mask: 0.6360, decode.d2.loss_dice: 0.9725, decode.d3.loss_cls: 0.5791, decode.d3.loss_mask: 0.6301, decode.d3.loss_dice: 0.9554, decode.d4.loss_cls: 0.5796, decode.d4.loss_mask: 0.6244, decode.d4.loss_dice: 0.9569, decode.d5.loss_cls: 0.5677, decode.d5.loss_mask: 0.6245, decode.d5.loss_dice: 0.9519, decode.d6.loss_cls: 0.5668, decode.d6.loss_mask: 0.6216, decode.d6.loss_dice: 0.9491, decode.d7.loss_cls: 0.5716, decode.d7.loss_mask: 0.6181, decode.d7.loss_dice: 0.9489, decode.d8.loss_cls: 0.5713, decode.d8.loss_mask: 0.6165, decode.d8.loss_dice: 0.9485, loss: 23.9489 2022-04-26 10:17:13,225 - mmseg - INFO - Iter [31450/160000] lr: 1.154e-06, eta: 1 day, 15:29:46, time: 1.072, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5990, decode.loss_mask: 0.6231, decode.loss_dice: 0.9568, decode.d0.loss_cls: 2.6788, decode.d0.loss_mask: 0.6596, decode.d0.loss_dice: 1.1172, decode.d1.loss_cls: 0.7158, decode.d1.loss_mask: 0.6482, decode.d1.loss_dice: 1.0311, decode.d2.loss_cls: 0.6554, decode.d2.loss_mask: 0.6309, decode.d2.loss_dice: 0.9877, decode.d3.loss_cls: 0.6220, decode.d3.loss_mask: 0.6204, decode.d3.loss_dice: 0.9708, decode.d4.loss_cls: 0.6173, decode.d4.loss_mask: 0.6252, decode.d4.loss_dice: 0.9713, decode.d5.loss_cls: 0.6107, decode.d5.loss_mask: 0.6229, decode.d5.loss_dice: 0.9589, decode.d6.loss_cls: 0.6009, decode.d6.loss_mask: 0.6216, decode.d6.loss_dice: 0.9544, decode.d7.loss_cls: 0.6035, decode.d7.loss_mask: 0.6202, decode.d7.loss_dice: 0.9547, decode.d8.loss_cls: 0.6011, decode.d8.loss_mask: 0.6258, decode.d8.loss_dice: 0.9574, loss: 24.4626 2022-04-26 10:18:06,878 - mmseg - INFO - Iter [31500/160000] lr: 1.153e-06, eta: 1 day, 15:28:43, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5990, decode.loss_mask: 0.6733, decode.loss_dice: 0.9628, decode.d0.loss_cls: 2.6543, decode.d0.loss_mask: 0.7078, decode.d0.loss_dice: 1.1187, decode.d1.loss_cls: 0.7103, decode.d1.loss_mask: 0.6905, decode.d1.loss_dice: 1.0281, decode.d2.loss_cls: 0.6390, decode.d2.loss_mask: 0.6781, decode.d2.loss_dice: 0.9928, decode.d3.loss_cls: 0.6193, decode.d3.loss_mask: 0.6714, decode.d3.loss_dice: 0.9698, decode.d4.loss_cls: 0.6073, decode.d4.loss_mask: 0.6736, decode.d4.loss_dice: 0.9705, decode.d5.loss_cls: 0.5969, decode.d5.loss_mask: 0.6726, decode.d5.loss_dice: 0.9707, decode.d6.loss_cls: 0.5929, decode.d6.loss_mask: 0.6707, decode.d6.loss_dice: 0.9612, decode.d7.loss_cls: 0.6036, decode.d7.loss_mask: 0.6711, decode.d7.loss_dice: 0.9607, decode.d8.loss_cls: 0.5972, decode.d8.loss_mask: 0.6704, decode.d8.loss_dice: 0.9599, loss: 24.8946 2022-04-26 10:18:59,670 - mmseg - INFO - Iter [31550/160000] lr: 1.153e-06, eta: 1 day, 15:27:38, time: 1.056, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5974, decode.loss_mask: 0.6186, decode.loss_dice: 0.9456, decode.d0.loss_cls: 2.6900, decode.d0.loss_mask: 0.6611, decode.d0.loss_dice: 1.1155, decode.d1.loss_cls: 0.7180, decode.d1.loss_mask: 0.6442, decode.d1.loss_dice: 1.0174, decode.d2.loss_cls: 0.6539, decode.d2.loss_mask: 0.6259, decode.d2.loss_dice: 0.9719, decode.d3.loss_cls: 0.6297, decode.d3.loss_mask: 0.6212, decode.d3.loss_dice: 0.9485, decode.d4.loss_cls: 0.6173, decode.d4.loss_mask: 0.6209, decode.d4.loss_dice: 0.9469, decode.d5.loss_cls: 0.6050, decode.d5.loss_mask: 0.6225, decode.d5.loss_dice: 0.9505, decode.d6.loss_cls: 0.6050, decode.d6.loss_mask: 0.6185, decode.d6.loss_dice: 0.9400, decode.d7.loss_cls: 0.6040, decode.d7.loss_mask: 0.6211, decode.d7.loss_dice: 0.9424, decode.d8.loss_cls: 0.5971, decode.d8.loss_mask: 0.6193, decode.d8.loss_dice: 0.9504, loss: 24.3198 2022-04-26 10:19:55,472 - mmseg - INFO - Iter [31600/160000] lr: 1.152e-06, eta: 1 day, 15:26:45, time: 1.116, data_time: 0.065, memory: 64049, decode.loss_cls: 0.5681, decode.loss_mask: 0.6688, decode.loss_dice: 0.9592, decode.d0.loss_cls: 2.5693, decode.d0.loss_mask: 0.6999, decode.d0.loss_dice: 1.1118, decode.d1.loss_cls: 0.6908, decode.d1.loss_mask: 0.6950, decode.d1.loss_dice: 1.0279, decode.d2.loss_cls: 0.6155, decode.d2.loss_mask: 0.6757, decode.d2.loss_dice: 0.9904, decode.d3.loss_cls: 0.5996, decode.d3.loss_mask: 0.6742, decode.d3.loss_dice: 0.9761, decode.d4.loss_cls: 0.5814, decode.d4.loss_mask: 0.6756, decode.d4.loss_dice: 0.9693, decode.d5.loss_cls: 0.5739, decode.d5.loss_mask: 0.6735, decode.d5.loss_dice: 0.9695, decode.d6.loss_cls: 0.5696, decode.d6.loss_mask: 0.6656, decode.d6.loss_dice: 0.9613, decode.d7.loss_cls: 0.5687, decode.d7.loss_mask: 0.6648, decode.d7.loss_dice: 0.9565, decode.d8.loss_cls: 0.5733, decode.d8.loss_mask: 0.6616, decode.d8.loss_dice: 0.9574, loss: 24.5444 2022-04-26 10:20:49,857 - mmseg - INFO - Iter [31650/160000] lr: 1.152e-06, eta: 1 day, 15:25:46, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6030, decode.loss_mask: 0.6292, decode.loss_dice: 0.9660, decode.d0.loss_cls: 2.6529, decode.d0.loss_mask: 0.6732, decode.d0.loss_dice: 1.1245, decode.d1.loss_cls: 0.7321, decode.d1.loss_mask: 0.6509, decode.d1.loss_dice: 1.0325, decode.d2.loss_cls: 0.6555, decode.d2.loss_mask: 0.6373, decode.d2.loss_dice: 0.9910, decode.d3.loss_cls: 0.6210, decode.d3.loss_mask: 0.6327, decode.d3.loss_dice: 0.9651, decode.d4.loss_cls: 0.6010, decode.d4.loss_mask: 0.6333, decode.d4.loss_dice: 0.9720, decode.d5.loss_cls: 0.5866, decode.d5.loss_mask: 0.6338, decode.d5.loss_dice: 0.9700, decode.d6.loss_cls: 0.5973, decode.d6.loss_mask: 0.6310, decode.d6.loss_dice: 0.9599, decode.d7.loss_cls: 0.5979, decode.d7.loss_mask: 0.6315, decode.d7.loss_dice: 0.9617, decode.d8.loss_cls: 0.5991, decode.d8.loss_mask: 0.6310, decode.d8.loss_dice: 0.9620, loss: 24.5350 2022-04-26 10:21:43,629 - mmseg - INFO - Iter [31700/160000] lr: 1.151e-06, eta: 1 day, 15:24:44, time: 1.076, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5700, decode.loss_mask: 0.6280, decode.loss_dice: 0.9364, decode.d0.loss_cls: 2.6132, decode.d0.loss_mask: 0.6702, decode.d0.loss_dice: 1.1030, decode.d1.loss_cls: 0.6961, decode.d1.loss_mask: 0.6471, decode.d1.loss_dice: 1.0130, decode.d2.loss_cls: 0.6118, decode.d2.loss_mask: 0.6400, decode.d2.loss_dice: 0.9751, decode.d3.loss_cls: 0.5861, decode.d3.loss_mask: 0.6288, decode.d3.loss_dice: 0.9475, decode.d4.loss_cls: 0.5781, decode.d4.loss_mask: 0.6298, decode.d4.loss_dice: 0.9514, decode.d5.loss_cls: 0.5634, decode.d5.loss_mask: 0.6273, decode.d5.loss_dice: 0.9473, decode.d6.loss_cls: 0.5607, decode.d6.loss_mask: 0.6300, decode.d6.loss_dice: 0.9440, decode.d7.loss_cls: 0.5662, decode.d7.loss_mask: 0.6251, decode.d7.loss_dice: 0.9386, decode.d8.loss_cls: 0.5605, decode.d8.loss_mask: 0.6256, decode.d8.loss_dice: 0.9409, loss: 23.9550 2022-04-26 10:22:37,157 - mmseg - INFO - Iter [31750/160000] lr: 1.151e-06, eta: 1 day, 15:23:42, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5848, decode.loss_mask: 0.6479, decode.loss_dice: 0.9662, decode.d0.loss_cls: 2.6389, decode.d0.loss_mask: 0.6888, decode.d0.loss_dice: 1.1330, decode.d1.loss_cls: 0.6920, decode.d1.loss_mask: 0.6718, decode.d1.loss_dice: 1.0402, decode.d2.loss_cls: 0.6341, decode.d2.loss_mask: 0.6574, decode.d2.loss_dice: 0.9953, decode.d3.loss_cls: 0.6038, decode.d3.loss_mask: 0.6491, decode.d3.loss_dice: 0.9788, decode.d4.loss_cls: 0.5915, decode.d4.loss_mask: 0.6506, decode.d4.loss_dice: 0.9852, decode.d5.loss_cls: 0.5846, decode.d5.loss_mask: 0.6527, decode.d5.loss_dice: 0.9820, decode.d6.loss_cls: 0.5817, decode.d6.loss_mask: 0.6477, decode.d6.loss_dice: 0.9706, decode.d7.loss_cls: 0.5818, decode.d7.loss_mask: 0.6479, decode.d7.loss_dice: 0.9681, decode.d8.loss_cls: 0.5784, decode.d8.loss_mask: 0.6464, decode.d8.loss_dice: 0.9682, loss: 24.6197 2022-04-26 10:23:31,087 - mmseg - INFO - Iter [31800/160000] lr: 1.150e-06, eta: 1 day, 15:22:41, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5480, decode.loss_mask: 0.6232, decode.loss_dice: 0.9401, decode.d0.loss_cls: 2.6178, decode.d0.loss_mask: 0.6582, decode.d0.loss_dice: 1.0961, decode.d1.loss_cls: 0.6677, decode.d1.loss_mask: 0.6475, decode.d1.loss_dice: 1.0058, decode.d2.loss_cls: 0.5958, decode.d2.loss_mask: 0.6279, decode.d2.loss_dice: 0.9635, decode.d3.loss_cls: 0.5710, decode.d3.loss_mask: 0.6247, decode.d3.loss_dice: 0.9436, decode.d4.loss_cls: 0.5598, decode.d4.loss_mask: 0.6290, decode.d4.loss_dice: 0.9471, decode.d5.loss_cls: 0.5430, decode.d5.loss_mask: 0.6268, decode.d5.loss_dice: 0.9441, decode.d6.loss_cls: 0.5471, decode.d6.loss_mask: 0.6250, decode.d6.loss_dice: 0.9378, decode.d7.loss_cls: 0.5394, decode.d7.loss_mask: 0.6268, decode.d7.loss_dice: 0.9404, decode.d8.loss_cls: 0.5463, decode.d8.loss_mask: 0.6231, decode.d8.loss_dice: 0.9368, loss: 23.7036 2022-04-26 10:24:24,880 - mmseg - INFO - Iter [31850/160000] lr: 1.150e-06, eta: 1 day, 15:21:40, time: 1.076, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5440, decode.loss_mask: 0.6239, decode.loss_dice: 0.9189, decode.d0.loss_cls: 2.5867, decode.d0.loss_mask: 0.6608, decode.d0.loss_dice: 1.0739, decode.d1.loss_cls: 0.6552, decode.d1.loss_mask: 0.6426, decode.d1.loss_dice: 0.9902, decode.d2.loss_cls: 0.5899, decode.d2.loss_mask: 0.6334, decode.d2.loss_dice: 0.9471, decode.d3.loss_cls: 0.5578, decode.d3.loss_mask: 0.6231, decode.d3.loss_dice: 0.9274, decode.d4.loss_cls: 0.5509, decode.d4.loss_mask: 0.6233, decode.d4.loss_dice: 0.9280, decode.d5.loss_cls: 0.5460, decode.d5.loss_mask: 0.6220, decode.d5.loss_dice: 0.9270, decode.d6.loss_cls: 0.5401, decode.d6.loss_mask: 0.6243, decode.d6.loss_dice: 0.9202, decode.d7.loss_cls: 0.5406, decode.d7.loss_mask: 0.6218, decode.d7.loss_dice: 0.9202, decode.d8.loss_cls: 0.5404, decode.d8.loss_mask: 0.6253, decode.d8.loss_dice: 0.9236, loss: 23.4286 2022-04-26 10:25:18,482 - mmseg - INFO - Iter [31900/160000] lr: 1.150e-06, eta: 1 day, 15:20:38, time: 1.072, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5673, decode.loss_mask: 0.6417, decode.loss_dice: 0.9600, decode.d0.loss_cls: 2.6138, decode.d0.loss_mask: 0.6846, decode.d0.loss_dice: 1.1109, decode.d1.loss_cls: 0.6819, decode.d1.loss_mask: 0.6655, decode.d1.loss_dice: 1.0110, decode.d2.loss_cls: 0.6183, decode.d2.loss_mask: 0.6533, decode.d2.loss_dice: 0.9846, decode.d3.loss_cls: 0.5938, decode.d3.loss_mask: 0.6438, decode.d3.loss_dice: 0.9656, decode.d4.loss_cls: 0.5748, decode.d4.loss_mask: 0.6456, decode.d4.loss_dice: 0.9624, decode.d5.loss_cls: 0.5689, decode.d5.loss_mask: 0.6430, decode.d5.loss_dice: 0.9669, decode.d6.loss_cls: 0.5592, decode.d6.loss_mask: 0.6465, decode.d6.loss_dice: 0.9608, decode.d7.loss_cls: 0.5645, decode.d7.loss_mask: 0.6477, decode.d7.loss_dice: 0.9632, decode.d8.loss_cls: 0.5629, decode.d8.loss_mask: 0.6461, decode.d8.loss_dice: 0.9585, loss: 24.2673 2022-04-26 10:26:11,974 - mmseg - INFO - Iter [31950/160000] lr: 1.149e-06, eta: 1 day, 15:19:35, time: 1.070, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5617, decode.loss_mask: 0.6252, decode.loss_dice: 0.9683, decode.d0.loss_cls: 2.6725, decode.d0.loss_mask: 0.6696, decode.d0.loss_dice: 1.1298, decode.d1.loss_cls: 0.6873, decode.d1.loss_mask: 0.6530, decode.d1.loss_dice: 1.0356, decode.d2.loss_cls: 0.6094, decode.d2.loss_mask: 0.6386, decode.d2.loss_dice: 0.9987, decode.d3.loss_cls: 0.5826, decode.d3.loss_mask: 0.6274, decode.d3.loss_dice: 0.9818, decode.d4.loss_cls: 0.5746, decode.d4.loss_mask: 0.6262, decode.d4.loss_dice: 0.9787, decode.d5.loss_cls: 0.5683, decode.d5.loss_mask: 0.6246, decode.d5.loss_dice: 0.9736, decode.d6.loss_cls: 0.5656, decode.d6.loss_mask: 0.6216, decode.d6.loss_dice: 0.9686, decode.d7.loss_cls: 0.5601, decode.d7.loss_mask: 0.6195, decode.d7.loss_dice: 0.9697, decode.d8.loss_cls: 0.5581, decode.d8.loss_mask: 0.6216, decode.d8.loss_dice: 0.9677, loss: 24.2401 2022-04-26 10:27:05,785 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 10:27:05,787 - mmseg - INFO - Iter [32000/160000] lr: 1.149e-06, eta: 1 day, 15:18:34, time: 1.076, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5651, decode.loss_mask: 0.6583, decode.loss_dice: 0.9503, decode.d0.loss_cls: 2.5475, decode.d0.loss_mask: 0.7052, decode.d0.loss_dice: 1.1137, decode.d1.loss_cls: 0.6874, decode.d1.loss_mask: 0.6827, decode.d1.loss_dice: 1.0255, decode.d2.loss_cls: 0.6145, decode.d2.loss_mask: 0.6692, decode.d2.loss_dice: 0.9862, decode.d3.loss_cls: 0.5883, decode.d3.loss_mask: 0.6587, decode.d3.loss_dice: 0.9626, decode.d4.loss_cls: 0.5833, decode.d4.loss_mask: 0.6613, decode.d4.loss_dice: 0.9581, decode.d5.loss_cls: 0.5728, decode.d5.loss_mask: 0.6610, decode.d5.loss_dice: 0.9582, decode.d6.loss_cls: 0.5660, decode.d6.loss_mask: 0.6611, decode.d6.loss_dice: 0.9545, decode.d7.loss_cls: 0.5675, decode.d7.loss_mask: 0.6583, decode.d7.loss_dice: 0.9508, decode.d8.loss_cls: 0.5677, decode.d8.loss_mask: 0.6589, decode.d8.loss_dice: 0.9527, loss: 24.3473 2022-04-26 10:28:29,842 - mmseg - INFO - per class results: 2022-04-26 10:28:29,856 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 80.51 | 86.27 | | building | 84.47 | 92.56 | | sky | 94.94 | 97.42 | | floor | 83.04 | 90.0 | | tree | 77.99 | 87.19 | | ceiling | 86.54 | 94.75 | | road | 87.47 | 92.06 | | bed | 92.55 | 96.41 | | windowpane | 66.41 | 81.22 | | grass | 65.83 | 74.58 | | cabinet | 66.78 | 80.99 | | sidewalk | 71.97 | 82.78 | | person | 86.74 | 93.2 | | earth | 44.36 | 61.24 | | door | 55.21 | 76.18 | | table | 69.73 | 84.29 | | mountain | 63.54 | 79.85 | | plant | 56.61 | 69.84 | | curtain | 77.7 | 90.19 | | chair | 64.86 | 75.9 | | car | 87.42 | 94.58 | | water | 58.55 | 73.45 | | painting | 76.82 | 90.75 | | sofa | 80.64 | 90.21 | | shelf | 50.55 | 69.85 | | house | 54.24 | 77.89 | | sea | 72.67 | 84.1 | | mirror | 76.81 | 90.67 | | rug | 64.79 | 76.53 | | field | 30.61 | 65.69 | | armchair | 55.51 | 73.35 | | seat | 69.51 | 88.95 | | fence | 48.68 | 72.94 | | desk | 52.29 | 70.48 | | rock | 60.27 | 83.98 | | wardrobe | 57.74 | 76.22 | | lamp | 74.71 | 86.17 | | bathtub | 87.28 | 90.88 | | railing | 41.32 | 68.2 | | cushion | 69.95 | 84.74 | | base | 48.65 | 77.55 | | box | 35.73 | 53.6 | | column | 53.31 | 69.99 | | signboard | 40.47 | 63.12 | | chest of drawers | 49.29 | 63.27 | | counter | 53.65 | 61.65 | | sand | 51.06 | 71.38 | | sink | 79.04 | 84.11 | | skyscraper | 54.76 | 65.88 | | fireplace | 76.26 | 98.04 | | refrigerator | 82.67 | 89.94 | | grandstand | 55.6 | 86.23 | | path | 27.09 | 35.98 | | stairs | 20.97 | 24.0 | | runway | 73.58 | 92.48 | | case | 64.85 | 80.55 | | pool table | 92.51 | 97.78 | | pillow | 68.13 | 76.48 | | screen door | 64.76 | 83.02 | | stairway | 36.65 | 64.4 | | river | 15.49 | 44.2 | | bridge | 75.0 | 92.26 | | bookcase | 29.64 | 34.54 | | blind | 40.45 | 45.63 | | coffee table | 68.76 | 86.69 | | toilet | 90.97 | 94.47 | | flower | 46.58 | 56.97 | | book | 53.88 | 77.32 | | hill | 7.41 | 13.12 | | bench | 65.32 | 83.54 | | countertop | 65.06 | 81.73 | | stove | 82.94 | 91.5 | | palm | 58.57 | 81.09 | | kitchen island | 52.61 | 89.73 | | computer | 82.88 | 90.51 | | swivel chair | 52.08 | 84.93 | | boat | 67.2 | 91.2 | | bar | 68.07 | 78.62 | | arcade machine | 84.61 | 98.4 | | hovel | 44.23 | 47.71 | | bus | 94.38 | 96.04 | | towel | 76.39 | 87.11 | | light | 60.3 | 79.84 | | truck | 43.94 | 73.59 | | tower | 24.23 | 43.92 | | chandelier | 69.43 | 85.59 | | awning | 35.16 | 53.6 | | streetlight | 42.55 | 61.57 | | booth | 42.11 | 57.14 | | television receiver | 85.12 | 92.61 | | airplane | 69.64 | 75.24 | | dirt track | 0.1 | 0.21 | | apparel | 41.65 | 67.63 | | pole | 37.65 | 49.07 | | land | 1.16 | 1.98 | | bannister | 17.61 | 22.37 | | escalator | 60.13 | 78.58 | | ottoman | 52.55 | 71.26 | | bottle | 37.75 | 49.73 | | buffet | 47.76 | 61.87 | | poster | 32.8 | 54.1 | | stage | 23.27 | 47.42 | | van | 49.86 | 59.45 | | ship | 14.78 | 15.9 | | fountain | 34.1 | 35.09 | | conveyer belt | 76.31 | 91.67 | | canopy | 65.63 | 82.79 | | washer | 92.9 | 96.16 | | plaything | 31.24 | 58.87 | | swimming pool | 79.7 | 83.29 | | stool | 54.9 | 71.36 | | barrel | 60.81 | 73.69 | | basket | 41.54 | 58.52 | | waterfall | 46.1 | 59.2 | | tent | 92.61 | 97.8 | | bag | 29.59 | 40.77 | | minibike | 75.51 | 90.11 | | cradle | 88.17 | 97.69 | | oven | 28.85 | 82.64 | | ball | 45.35 | 48.58 | | food | 69.78 | 79.84 | | step | 25.64 | 40.69 | | tank | 58.54 | 66.16 | | trade name | 26.42 | 31.38 | | microwave | 43.46 | 46.25 | | pot | 57.76 | 70.48 | | animal | 57.04 | 57.99 | | bicycle | 55.49 | 77.51 | | lake | 0.0 | 0.0 | | dishwasher | 72.35 | 81.25 | | screen | 66.36 | 95.83 | | blanket | 36.84 | 50.4 | | sculpture | 74.07 | 88.76 | | hood | 62.39 | 75.25 | | sconce | 62.59 | 73.95 | | vase | 50.64 | 78.8 | | traffic light | 45.35 | 69.73 | | tray | 24.63 | 37.13 | | ashcan | 46.42 | 72.21 | | fan | 69.28 | 88.53 | | pier | 34.42 | 41.81 | | crt screen | 13.12 | 35.58 | | plate | 65.17 | 79.73 | | monitor | 13.02 | 14.91 | | bulletin board | 53.69 | 69.75 | | shower | 19.64 | 27.8 | | radiator | 68.54 | 85.78 | | glass | 25.72 | 29.35 | | clock | 54.33 | 66.71 | | flag | 72.91 | 84.14 | +---------------------+-------+-------+ 2022-04-26 10:28:29,856 - mmseg - INFO - Summary: 2022-04-26 10:28:29,857 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 85.56 | 56.38 | 70.48 | +-------+-------+-------+ 2022-04-26 10:28:29,863 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 10:28:29,864 - mmseg - INFO - Iter(val) [250] aAcc: 0.8556, mIoU: 0.5638, mAcc: 0.7048, IoU.wall: 0.8051, IoU.building: 0.8447, IoU.sky: 0.9494, IoU.floor: 0.8304, IoU.tree: 0.7799, IoU.ceiling: 0.8654, IoU.road: 0.8747, IoU.bed : 0.9255, IoU.windowpane: 0.6641, IoU.grass: 0.6583, IoU.cabinet: 0.6678, IoU.sidewalk: 0.7197, IoU.person: 0.8674, IoU.earth: 0.4436, IoU.door: 0.5521, IoU.table: 0.6973, IoU.mountain: 0.6354, IoU.plant: 0.5661, IoU.curtain: 0.7770, IoU.chair: 0.6486, IoU.car: 0.8742, IoU.water: 0.5855, IoU.painting: 0.7682, IoU.sofa: 0.8064, IoU.shelf: 0.5055, IoU.house: 0.5424, IoU.sea: 0.7267, IoU.mirror: 0.7681, IoU.rug: 0.6479, IoU.field: 0.3061, IoU.armchair: 0.5551, IoU.seat: 0.6951, IoU.fence: 0.4868, IoU.desk: 0.5229, IoU.rock: 0.6027, IoU.wardrobe: 0.5774, IoU.lamp: 0.7471, IoU.bathtub: 0.8728, IoU.railing: 0.4132, IoU.cushion: 0.6995, IoU.base: 0.4865, IoU.box: 0.3573, IoU.column: 0.5331, IoU.signboard: 0.4047, IoU.chest of drawers: 0.4929, IoU.counter: 0.5365, IoU.sand: 0.5106, IoU.sink: 0.7904, IoU.skyscraper: 0.5476, IoU.fireplace: 0.7626, IoU.refrigerator: 0.8267, IoU.grandstand: 0.5560, IoU.path: 0.2709, IoU.stairs: 0.2097, IoU.runway: 0.7358, IoU.case: 0.6485, IoU.pool table: 0.9251, IoU.pillow: 0.6813, IoU.screen door: 0.6476, IoU.stairway: 0.3665, IoU.river: 0.1549, IoU.bridge: 0.7500, IoU.bookcase: 0.2964, IoU.blind: 0.4045, IoU.coffee table: 0.6876, IoU.toilet: 0.9097, IoU.flower: 0.4658, IoU.book: 0.5388, IoU.hill: 0.0741, IoU.bench: 0.6532, IoU.countertop: 0.6506, IoU.stove: 0.8294, IoU.palm: 0.5857, IoU.kitchen island: 0.5261, IoU.computer: 0.8288, IoU.swivel chair: 0.5208, IoU.boat: 0.6720, IoU.bar: 0.6807, IoU.arcade machine: 0.8461, IoU.hovel: 0.4423, IoU.bus: 0.9438, IoU.towel: 0.7639, IoU.light: 0.6030, IoU.truck: 0.4394, IoU.tower: 0.2423, IoU.chandelier: 0.6943, IoU.awning: 0.3516, IoU.streetlight: 0.4255, IoU.booth: 0.4211, IoU.television receiver: 0.8512, IoU.airplane: 0.6964, IoU.dirt track: 0.0010, IoU.apparel: 0.4165, IoU.pole: 0.3765, IoU.land: 0.0116, IoU.bannister: 0.1761, IoU.escalator: 0.6013, IoU.ottoman: 0.5255, IoU.bottle: 0.3775, IoU.buffet: 0.4776, IoU.poster: 0.3280, IoU.stage: 0.2327, IoU.van: 0.4986, IoU.ship: 0.1478, IoU.fountain: 0.3410, IoU.conveyer belt: 0.7631, IoU.canopy: 0.6563, IoU.washer: 0.9290, IoU.plaything: 0.3124, IoU.swimming pool: 0.7970, IoU.stool: 0.5490, IoU.barrel: 0.6081, IoU.basket: 0.4154, IoU.waterfall: 0.4610, IoU.tent: 0.9261, IoU.bag: 0.2959, IoU.minibike: 0.7551, IoU.cradle: 0.8817, IoU.oven: 0.2885, IoU.ball: 0.4535, IoU.food: 0.6978, IoU.step: 0.2564, IoU.tank: 0.5854, IoU.trade name: 0.2642, IoU.microwave: 0.4346, IoU.pot: 0.5776, IoU.animal: 0.5704, IoU.bicycle: 0.5549, IoU.lake: 0.0000, IoU.dishwasher: 0.7235, IoU.screen: 0.6636, IoU.blanket: 0.3684, IoU.sculpture: 0.7407, IoU.hood: 0.6239, IoU.sconce: 0.6259, IoU.vase: 0.5064, IoU.traffic light: 0.4535, IoU.tray: 0.2463, IoU.ashcan: 0.4642, IoU.fan: 0.6928, IoU.pier: 0.3442, IoU.crt screen: 0.1312, IoU.plate: 0.6517, IoU.monitor: 0.1302, IoU.bulletin board: 0.5369, IoU.shower: 0.1964, IoU.radiator: 0.6854, IoU.glass: 0.2572, IoU.clock: 0.5433, IoU.flag: 0.7291, Acc.wall: 0.8627, Acc.building: 0.9256, Acc.sky: 0.9742, Acc.floor: 0.9000, Acc.tree: 0.8719, Acc.ceiling: 0.9475, Acc.road: 0.9206, Acc.bed : 0.9641, Acc.windowpane: 0.8122, Acc.grass: 0.7458, Acc.cabinet: 0.8099, Acc.sidewalk: 0.8278, Acc.person: 0.9320, Acc.earth: 0.6124, Acc.door: 0.7618, Acc.table: 0.8429, Acc.mountain: 0.7985, Acc.plant: 0.6984, Acc.curtain: 0.9019, Acc.chair: 0.7590, Acc.car: 0.9458, Acc.water: 0.7345, Acc.painting: 0.9075, Acc.sofa: 0.9021, Acc.shelf: 0.6985, Acc.house: 0.7789, Acc.sea: 0.8410, Acc.mirror: 0.9067, Acc.rug: 0.7653, Acc.field: 0.6569, Acc.armchair: 0.7335, Acc.seat: 0.8895, Acc.fence: 0.7294, Acc.desk: 0.7048, Acc.rock: 0.8398, Acc.wardrobe: 0.7622, Acc.lamp: 0.8617, Acc.bathtub: 0.9088, Acc.railing: 0.6820, Acc.cushion: 0.8474, Acc.base: 0.7755, Acc.box: 0.5360, Acc.column: 0.6999, Acc.signboard: 0.6312, Acc.chest of drawers: 0.6327, Acc.counter: 0.6165, Acc.sand: 0.7138, Acc.sink: 0.8411, Acc.skyscraper: 0.6588, Acc.fireplace: 0.9804, Acc.refrigerator: 0.8994, Acc.grandstand: 0.8623, Acc.path: 0.3598, Acc.stairs: 0.2400, Acc.runway: 0.9248, Acc.case: 0.8055, Acc.pool table: 0.9778, Acc.pillow: 0.7648, Acc.screen door: 0.8302, Acc.stairway: 0.6440, Acc.river: 0.4420, Acc.bridge: 0.9226, Acc.bookcase: 0.3454, Acc.blind: 0.4563, Acc.coffee table: 0.8669, Acc.toilet: 0.9447, Acc.flower: 0.5697, Acc.book: 0.7732, Acc.hill: 0.1312, Acc.bench: 0.8354, Acc.countertop: 0.8173, Acc.stove: 0.9150, Acc.palm: 0.8109, Acc.kitchen island: 0.8973, Acc.computer: 0.9051, Acc.swivel chair: 0.8493, Acc.boat: 0.9120, Acc.bar: 0.7862, Acc.arcade machine: 0.9840, Acc.hovel: 0.4771, Acc.bus: 0.9604, Acc.towel: 0.8711, Acc.light: 0.7984, Acc.truck: 0.7359, Acc.tower: 0.4392, Acc.chandelier: 0.8559, Acc.awning: 0.5360, Acc.streetlight: 0.6157, Acc.booth: 0.5714, Acc.television receiver: 0.9261, Acc.airplane: 0.7524, Acc.dirt track: 0.0021, Acc.apparel: 0.6763, Acc.pole: 0.4907, Acc.land: 0.0198, Acc.bannister: 0.2237, Acc.escalator: 0.7858, Acc.ottoman: 0.7126, Acc.bottle: 0.4973, Acc.buffet: 0.6187, Acc.poster: 0.5410, Acc.stage: 0.4742, Acc.van: 0.5945, Acc.ship: 0.1590, Acc.fountain: 0.3509, Acc.conveyer belt: 0.9167, Acc.canopy: 0.8279, Acc.washer: 0.9616, Acc.plaything: 0.5887, Acc.swimming pool: 0.8329, Acc.stool: 0.7136, Acc.barrel: 0.7369, Acc.basket: 0.5852, Acc.waterfall: 0.5920, Acc.tent: 0.9780, Acc.bag: 0.4077, Acc.minibike: 0.9011, Acc.cradle: 0.9769, Acc.oven: 0.8264, Acc.ball: 0.4858, Acc.food: 0.7984, Acc.step: 0.4069, Acc.tank: 0.6616, Acc.trade name: 0.3138, Acc.microwave: 0.4625, Acc.pot: 0.7048, Acc.animal: 0.5799, Acc.bicycle: 0.7751, Acc.lake: 0.0000, Acc.dishwasher: 0.8125, Acc.screen: 0.9583, Acc.blanket: 0.5040, Acc.sculpture: 0.8876, Acc.hood: 0.7525, Acc.sconce: 0.7395, Acc.vase: 0.7880, Acc.traffic light: 0.6973, Acc.tray: 0.3713, Acc.ashcan: 0.7221, Acc.fan: 0.8853, Acc.pier: 0.4181, Acc.crt screen: 0.3558, Acc.plate: 0.7973, Acc.monitor: 0.1491, Acc.bulletin board: 0.6975, Acc.shower: 0.2780, Acc.radiator: 0.8578, Acc.glass: 0.2935, Acc.clock: 0.6671, Acc.flag: 0.8414 2022-04-26 10:29:23,510 - mmseg - INFO - Iter [32050/160000] lr: 1.148e-06, eta: 1 day, 15:23:08, time: 2.754, data_time: 1.698, memory: 64049, decode.loss_cls: 0.5875, decode.loss_mask: 0.6263, decode.loss_dice: 0.9685, decode.d0.loss_cls: 2.6487, decode.d0.loss_mask: 0.6669, decode.d0.loss_dice: 1.1226, decode.d1.loss_cls: 0.7129, decode.d1.loss_mask: 0.6496, decode.d1.loss_dice: 1.0249, decode.d2.loss_cls: 0.6358, decode.d2.loss_mask: 0.6376, decode.d2.loss_dice: 0.9957, decode.d3.loss_cls: 0.6125, decode.d3.loss_mask: 0.6299, decode.d3.loss_dice: 0.9792, decode.d4.loss_cls: 0.5975, decode.d4.loss_mask: 0.6315, decode.d4.loss_dice: 0.9830, decode.d5.loss_cls: 0.5950, decode.d5.loss_mask: 0.6276, decode.d5.loss_dice: 0.9746, decode.d6.loss_cls: 0.5900, decode.d6.loss_mask: 0.6276, decode.d6.loss_dice: 0.9681, decode.d7.loss_cls: 0.5810, decode.d7.loss_mask: 0.6285, decode.d7.loss_dice: 0.9716, decode.d8.loss_cls: 0.5928, decode.d8.loss_mask: 0.6248, decode.d8.loss_dice: 0.9642, loss: 24.4564 2022-04-26 10:30:16,562 - mmseg - INFO - Iter [32100/160000] lr: 1.148e-06, eta: 1 day, 15:22:03, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5890, decode.loss_mask: 0.6357, decode.loss_dice: 0.9484, decode.d0.loss_cls: 2.6071, decode.d0.loss_mask: 0.6764, decode.d0.loss_dice: 1.1111, decode.d1.loss_cls: 0.6882, decode.d1.loss_mask: 0.6607, decode.d1.loss_dice: 1.0194, decode.d2.loss_cls: 0.6308, decode.d2.loss_mask: 0.6469, decode.d2.loss_dice: 0.9790, decode.d3.loss_cls: 0.6003, decode.d3.loss_mask: 0.6398, decode.d3.loss_dice: 0.9532, decode.d4.loss_cls: 0.5930, decode.d4.loss_mask: 0.6371, decode.d4.loss_dice: 0.9530, decode.d5.loss_cls: 0.5942, decode.d5.loss_mask: 0.6369, decode.d5.loss_dice: 0.9560, decode.d6.loss_cls: 0.5959, decode.d6.loss_mask: 0.6354, decode.d6.loss_dice: 0.9452, decode.d7.loss_cls: 0.5867, decode.d7.loss_mask: 0.6383, decode.d7.loss_dice: 0.9526, decode.d8.loss_cls: 0.5869, decode.d8.loss_mask: 0.6342, decode.d8.loss_dice: 0.9481, loss: 24.2799 2022-04-26 10:31:09,410 - mmseg - INFO - Iter [32150/160000] lr: 1.147e-06, eta: 1 day, 15:20:57, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5401, decode.loss_mask: 0.6293, decode.loss_dice: 0.9449, decode.d0.loss_cls: 2.5693, decode.d0.loss_mask: 0.6725, decode.d0.loss_dice: 1.1066, decode.d1.loss_cls: 0.6472, decode.d1.loss_mask: 0.6484, decode.d1.loss_dice: 1.0186, decode.d2.loss_cls: 0.5843, decode.d2.loss_mask: 0.6311, decode.d2.loss_dice: 0.9797, decode.d3.loss_cls: 0.5625, decode.d3.loss_mask: 0.6304, decode.d3.loss_dice: 0.9523, decode.d4.loss_cls: 0.5562, decode.d4.loss_mask: 0.6297, decode.d4.loss_dice: 0.9482, decode.d5.loss_cls: 0.5489, decode.d5.loss_mask: 0.6296, decode.d5.loss_dice: 0.9453, decode.d6.loss_cls: 0.5485, decode.d6.loss_mask: 0.6245, decode.d6.loss_dice: 0.9407, decode.d7.loss_cls: 0.5439, decode.d7.loss_mask: 0.6255, decode.d7.loss_dice: 0.9441, decode.d8.loss_cls: 0.5420, decode.d8.loss_mask: 0.6277, decode.d8.loss_dice: 0.9443, loss: 23.7162 2022-04-26 10:32:02,484 - mmseg - INFO - Iter [32200/160000] lr: 1.147e-06, eta: 1 day, 15:19:53, time: 1.061, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5680, decode.loss_mask: 0.6084, decode.loss_dice: 0.9263, decode.d0.loss_cls: 2.6191, decode.d0.loss_mask: 0.6510, decode.d0.loss_dice: 1.0911, decode.d1.loss_cls: 0.6782, decode.d1.loss_mask: 0.6322, decode.d1.loss_dice: 0.9929, decode.d2.loss_cls: 0.6273, decode.d2.loss_mask: 0.6166, decode.d2.loss_dice: 0.9503, decode.d3.loss_cls: 0.5888, decode.d3.loss_mask: 0.6165, decode.d3.loss_dice: 0.9326, decode.d4.loss_cls: 0.5845, decode.d4.loss_mask: 0.6098, decode.d4.loss_dice: 0.9311, decode.d5.loss_cls: 0.5764, decode.d5.loss_mask: 0.6069, decode.d5.loss_dice: 0.9290, decode.d6.loss_cls: 0.5694, decode.d6.loss_mask: 0.6075, decode.d6.loss_dice: 0.9250, decode.d7.loss_cls: 0.5696, decode.d7.loss_mask: 0.6100, decode.d7.loss_dice: 0.9273, decode.d8.loss_cls: 0.5656, decode.d8.loss_mask: 0.6068, decode.d8.loss_dice: 0.9242, loss: 23.6424 2022-04-26 10:32:56,603 - mmseg - INFO - Iter [32250/160000] lr: 1.146e-06, eta: 1 day, 15:18:52, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5767, decode.loss_mask: 0.6367, decode.loss_dice: 0.9563, decode.d0.loss_cls: 2.6138, decode.d0.loss_mask: 0.6782, decode.d0.loss_dice: 1.1107, decode.d1.loss_cls: 0.6840, decode.d1.loss_mask: 0.6645, decode.d1.loss_dice: 1.0223, decode.d2.loss_cls: 0.6246, decode.d2.loss_mask: 0.6446, decode.d2.loss_dice: 0.9834, decode.d3.loss_cls: 0.5923, decode.d3.loss_mask: 0.6386, decode.d3.loss_dice: 0.9661, decode.d4.loss_cls: 0.5768, decode.d4.loss_mask: 0.6377, decode.d4.loss_dice: 0.9632, decode.d5.loss_cls: 0.5644, decode.d5.loss_mask: 0.6429, decode.d5.loss_dice: 0.9658, decode.d6.loss_cls: 0.5619, decode.d6.loss_mask: 0.6344, decode.d6.loss_dice: 0.9576, decode.d7.loss_cls: 0.5666, decode.d7.loss_mask: 0.6357, decode.d7.loss_dice: 0.9597, decode.d8.loss_cls: 0.5614, decode.d8.loss_mask: 0.6387, decode.d8.loss_dice: 0.9548, loss: 24.2144 2022-04-26 10:33:49,347 - mmseg - INFO - Iter [32300/160000] lr: 1.146e-06, eta: 1 day, 15:17:47, time: 1.055, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5650, decode.loss_mask: 0.6236, decode.loss_dice: 0.9250, decode.d0.loss_cls: 2.6348, decode.d0.loss_mask: 0.6574, decode.d0.loss_dice: 1.0849, decode.d1.loss_cls: 0.6907, decode.d1.loss_mask: 0.6418, decode.d1.loss_dice: 0.9994, decode.d2.loss_cls: 0.6152, decode.d2.loss_mask: 0.6353, decode.d2.loss_dice: 0.9606, decode.d3.loss_cls: 0.5881, decode.d3.loss_mask: 0.6309, decode.d3.loss_dice: 0.9412, decode.d4.loss_cls: 0.5747, decode.d4.loss_mask: 0.6266, decode.d4.loss_dice: 0.9453, decode.d5.loss_cls: 0.5750, decode.d5.loss_mask: 0.6241, decode.d5.loss_dice: 0.9377, decode.d6.loss_cls: 0.5703, decode.d6.loss_mask: 0.6255, decode.d6.loss_dice: 0.9343, decode.d7.loss_cls: 0.5643, decode.d7.loss_mask: 0.6244, decode.d7.loss_dice: 0.9294, decode.d8.loss_cls: 0.5713, decode.d8.loss_mask: 0.6191, decode.d8.loss_dice: 0.9272, loss: 23.8430 2022-04-26 10:34:43,561 - mmseg - INFO - Iter [32350/160000] lr: 1.146e-06, eta: 1 day, 15:16:46, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.6044, decode.loss_mask: 0.6442, decode.loss_dice: 0.9717, decode.d0.loss_cls: 2.5975, decode.d0.loss_mask: 0.6913, decode.d0.loss_dice: 1.1367, decode.d1.loss_cls: 0.7181, decode.d1.loss_mask: 0.6713, decode.d1.loss_dice: 1.0372, decode.d2.loss_cls: 0.6488, decode.d2.loss_mask: 0.6574, decode.d2.loss_dice: 0.9994, decode.d3.loss_cls: 0.6182, decode.d3.loss_mask: 0.6526, decode.d3.loss_dice: 0.9836, decode.d4.loss_cls: 0.6081, decode.d4.loss_mask: 0.6479, decode.d4.loss_dice: 0.9839, decode.d5.loss_cls: 0.6045, decode.d5.loss_mask: 0.6473, decode.d5.loss_dice: 0.9809, decode.d6.loss_cls: 0.6058, decode.d6.loss_mask: 0.6478, decode.d6.loss_dice: 0.9724, decode.d7.loss_cls: 0.5990, decode.d7.loss_mask: 0.6499, decode.d7.loss_dice: 0.9763, decode.d8.loss_cls: 0.5989, decode.d8.loss_mask: 0.6468, decode.d8.loss_dice: 0.9715, loss: 24.7734 2022-04-26 10:35:36,480 - mmseg - INFO - Iter [32400/160000] lr: 1.145e-06, eta: 1 day, 15:15:41, time: 1.058, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5551, decode.loss_mask: 0.6370, decode.loss_dice: 0.9601, decode.d0.loss_cls: 2.5940, decode.d0.loss_mask: 0.6739, decode.d0.loss_dice: 1.1152, decode.d1.loss_cls: 0.6739, decode.d1.loss_mask: 0.6616, decode.d1.loss_dice: 1.0319, decode.d2.loss_cls: 0.6105, decode.d2.loss_mask: 0.6469, decode.d2.loss_dice: 0.9892, decode.d3.loss_cls: 0.5817, decode.d3.loss_mask: 0.6389, decode.d3.loss_dice: 0.9721, decode.d4.loss_cls: 0.5678, decode.d4.loss_mask: 0.6400, decode.d4.loss_dice: 0.9726, decode.d5.loss_cls: 0.5646, decode.d5.loss_mask: 0.6388, decode.d5.loss_dice: 0.9677, decode.d6.loss_cls: 0.5549, decode.d6.loss_mask: 0.6382, decode.d6.loss_dice: 0.9606, decode.d7.loss_cls: 0.5650, decode.d7.loss_mask: 0.6366, decode.d7.loss_dice: 0.9633, decode.d8.loss_cls: 0.5566, decode.d8.loss_mask: 0.6343, decode.d8.loss_dice: 0.9615, loss: 24.1644 2022-04-26 10:36:30,085 - mmseg - INFO - Iter [32450/160000] lr: 1.145e-06, eta: 1 day, 15:14:39, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5802, decode.loss_mask: 0.6518, decode.loss_dice: 0.9362, decode.d0.loss_cls: 2.5786, decode.d0.loss_mask: 0.6973, decode.d0.loss_dice: 1.0961, decode.d1.loss_cls: 0.7022, decode.d1.loss_mask: 0.6739, decode.d1.loss_dice: 0.9955, decode.d2.loss_cls: 0.6208, decode.d2.loss_mask: 0.6589, decode.d2.loss_dice: 0.9686, decode.d3.loss_cls: 0.5886, decode.d3.loss_mask: 0.6535, decode.d3.loss_dice: 0.9484, decode.d4.loss_cls: 0.5772, decode.d4.loss_mask: 0.6540, decode.d4.loss_dice: 0.9472, decode.d5.loss_cls: 0.5772, decode.d5.loss_mask: 0.6508, decode.d5.loss_dice: 0.9411, decode.d6.loss_cls: 0.5749, decode.d6.loss_mask: 0.6481, decode.d6.loss_dice: 0.9339, decode.d7.loss_cls: 0.5710, decode.d7.loss_mask: 0.6513, decode.d7.loss_dice: 0.9413, decode.d8.loss_cls: 0.5748, decode.d8.loss_mask: 0.6487, decode.d8.loss_dice: 0.9357, loss: 24.1776 2022-04-26 10:37:23,473 - mmseg - INFO - Iter [32500/160000] lr: 1.144e-06, eta: 1 day, 15:13:36, time: 1.068, data_time: 0.016, memory: 64049, decode.loss_cls: 0.6028, decode.loss_mask: 0.6446, decode.loss_dice: 0.9661, decode.d0.loss_cls: 2.6254, decode.d0.loss_mask: 0.6924, decode.d0.loss_dice: 1.1424, decode.d1.loss_cls: 0.7152, decode.d1.loss_mask: 0.6703, decode.d1.loss_dice: 1.0420, decode.d2.loss_cls: 0.6489, decode.d2.loss_mask: 0.6499, decode.d2.loss_dice: 1.0000, decode.d3.loss_cls: 0.6210, decode.d3.loss_mask: 0.6458, decode.d3.loss_dice: 0.9775, decode.d4.loss_cls: 0.6108, decode.d4.loss_mask: 0.6452, decode.d4.loss_dice: 0.9761, decode.d5.loss_cls: 0.6110, decode.d5.loss_mask: 0.6461, decode.d5.loss_dice: 0.9732, decode.d6.loss_cls: 0.6014, decode.d6.loss_mask: 0.6429, decode.d6.loss_dice: 0.9686, decode.d7.loss_cls: 0.5975, decode.d7.loss_mask: 0.6439, decode.d7.loss_dice: 0.9705, decode.d8.loss_cls: 0.5966, decode.d8.loss_mask: 0.6446, decode.d8.loss_dice: 0.9738, loss: 24.7467 2022-04-26 10:38:15,666 - mmseg - INFO - Iter [32550/160000] lr: 1.144e-06, eta: 1 day, 15:12:28, time: 1.044, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5806, decode.loss_mask: 0.6237, decode.loss_dice: 0.9534, decode.d0.loss_cls: 2.5795, decode.d0.loss_mask: 0.6702, decode.d0.loss_dice: 1.1183, decode.d1.loss_cls: 0.6964, decode.d1.loss_mask: 0.6499, decode.d1.loss_dice: 1.0279, decode.d2.loss_cls: 0.6336, decode.d2.loss_mask: 0.6332, decode.d2.loss_dice: 0.9885, decode.d3.loss_cls: 0.6064, decode.d3.loss_mask: 0.6262, decode.d3.loss_dice: 0.9682, decode.d4.loss_cls: 0.5897, decode.d4.loss_mask: 0.6255, decode.d4.loss_dice: 0.9610, decode.d5.loss_cls: 0.5826, decode.d5.loss_mask: 0.6277, decode.d5.loss_dice: 0.9636, decode.d6.loss_cls: 0.5805, decode.d6.loss_mask: 0.6257, decode.d6.loss_dice: 0.9554, decode.d7.loss_cls: 0.5838, decode.d7.loss_mask: 0.6238, decode.d7.loss_dice: 0.9511, decode.d8.loss_cls: 0.5807, decode.d8.loss_mask: 0.6250, decode.d8.loss_dice: 0.9573, loss: 24.1894 2022-04-26 10:39:08,375 - mmseg - INFO - Iter [32600/160000] lr: 1.143e-06, eta: 1 day, 15:11:22, time: 1.054, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5571, decode.loss_mask: 0.6611, decode.loss_dice: 0.9600, decode.d0.loss_cls: 2.5297, decode.d0.loss_mask: 0.7019, decode.d0.loss_dice: 1.1111, decode.d1.loss_cls: 0.6648, decode.d1.loss_mask: 0.6806, decode.d1.loss_dice: 1.0280, decode.d2.loss_cls: 0.5900, decode.d2.loss_mask: 0.6674, decode.d2.loss_dice: 0.9904, decode.d3.loss_cls: 0.5693, decode.d3.loss_mask: 0.6638, decode.d3.loss_dice: 0.9694, decode.d4.loss_cls: 0.5551, decode.d4.loss_mask: 0.6635, decode.d4.loss_dice: 0.9684, decode.d5.loss_cls: 0.5608, decode.d5.loss_mask: 0.6583, decode.d5.loss_dice: 0.9642, decode.d6.loss_cls: 0.5582, decode.d6.loss_mask: 0.6615, decode.d6.loss_dice: 0.9636, decode.d7.loss_cls: 0.5511, decode.d7.loss_mask: 0.6611, decode.d7.loss_dice: 0.9582, decode.d8.loss_cls: 0.5491, decode.d8.loss_mask: 0.6604, decode.d8.loss_dice: 0.9641, loss: 24.2421 2022-04-26 10:40:01,727 - mmseg - INFO - Iter [32650/160000] lr: 1.143e-06, eta: 1 day, 15:10:19, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5878, decode.loss_mask: 0.6473, decode.loss_dice: 0.9588, decode.d0.loss_cls: 2.6144, decode.d0.loss_mask: 0.6844, decode.d0.loss_dice: 1.1212, decode.d1.loss_cls: 0.6961, decode.d1.loss_mask: 0.6651, decode.d1.loss_dice: 1.0179, decode.d2.loss_cls: 0.6336, decode.d2.loss_mask: 0.6555, decode.d2.loss_dice: 0.9845, decode.d3.loss_cls: 0.6073, decode.d3.loss_mask: 0.6494, decode.d3.loss_dice: 0.9661, decode.d4.loss_cls: 0.6016, decode.d4.loss_mask: 0.6447, decode.d4.loss_dice: 0.9642, decode.d5.loss_cls: 0.5911, decode.d5.loss_mask: 0.6465, decode.d5.loss_dice: 0.9663, decode.d6.loss_cls: 0.5890, decode.d6.loss_mask: 0.6433, decode.d6.loss_dice: 0.9553, decode.d7.loss_cls: 0.5915, decode.d7.loss_mask: 0.6425, decode.d7.loss_dice: 0.9580, decode.d8.loss_cls: 0.5888, decode.d8.loss_mask: 0.6422, decode.d8.loss_dice: 0.9605, loss: 24.4750 2022-04-26 10:40:55,414 - mmseg - INFO - Iter [32700/160000] lr: 1.142e-06, eta: 1 day, 15:09:17, time: 1.074, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5918, decode.loss_mask: 0.6438, decode.loss_dice: 0.9762, decode.d0.loss_cls: 2.6154, decode.d0.loss_mask: 0.6814, decode.d0.loss_dice: 1.1336, decode.d1.loss_cls: 0.6958, decode.d1.loss_mask: 0.6687, decode.d1.loss_dice: 1.0432, decode.d2.loss_cls: 0.6427, decode.d2.loss_mask: 0.6523, decode.d2.loss_dice: 1.0121, decode.d3.loss_cls: 0.6189, decode.d3.loss_mask: 0.6515, decode.d3.loss_dice: 0.9862, decode.d4.loss_cls: 0.6060, decode.d4.loss_mask: 0.6519, decode.d4.loss_dice: 0.9874, decode.d5.loss_cls: 0.6006, decode.d5.loss_mask: 0.6451, decode.d5.loss_dice: 0.9835, decode.d6.loss_cls: 0.6004, decode.d6.loss_mask: 0.6465, decode.d6.loss_dice: 0.9750, decode.d7.loss_cls: 0.5922, decode.d7.loss_mask: 0.6450, decode.d7.loss_dice: 0.9780, decode.d8.loss_cls: 0.5898, decode.d8.loss_mask: 0.6470, decode.d8.loss_dice: 0.9786, loss: 24.7406 2022-04-26 10:41:48,582 - mmseg - INFO - Iter [32750/160000] lr: 1.142e-06, eta: 1 day, 15:08:13, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5644, decode.loss_mask: 0.6249, decode.loss_dice: 0.9349, decode.d0.loss_cls: 2.5841, decode.d0.loss_mask: 0.6729, decode.d0.loss_dice: 1.1093, decode.d1.loss_cls: 0.6899, decode.d1.loss_mask: 0.6473, decode.d1.loss_dice: 1.0076, decode.d2.loss_cls: 0.6180, decode.d2.loss_mask: 0.6360, decode.d2.loss_dice: 0.9789, decode.d3.loss_cls: 0.5896, decode.d3.loss_mask: 0.6261, decode.d3.loss_dice: 0.9471, decode.d4.loss_cls: 0.5811, decode.d4.loss_mask: 0.6269, decode.d4.loss_dice: 0.9458, decode.d5.loss_cls: 0.5797, decode.d5.loss_mask: 0.6210, decode.d5.loss_dice: 0.9444, decode.d6.loss_cls: 0.5772, decode.d6.loss_mask: 0.6236, decode.d6.loss_dice: 0.9353, decode.d7.loss_cls: 0.5703, decode.d7.loss_mask: 0.6261, decode.d7.loss_dice: 0.9384, decode.d8.loss_cls: 0.5647, decode.d8.loss_mask: 0.6263, decode.d8.loss_dice: 0.9343, loss: 23.9262 2022-04-26 10:42:41,478 - mmseg - INFO - Iter [32800/160000] lr: 1.141e-06, eta: 1 day, 15:07:08, time: 1.058, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5414, decode.loss_mask: 0.5882, decode.loss_dice: 0.9122, decode.d0.loss_cls: 2.5783, decode.d0.loss_mask: 0.6235, decode.d0.loss_dice: 1.0595, decode.d1.loss_cls: 0.6536, decode.d1.loss_mask: 0.6085, decode.d1.loss_dice: 0.9731, decode.d2.loss_cls: 0.5909, decode.d2.loss_mask: 0.5980, decode.d2.loss_dice: 0.9423, decode.d3.loss_cls: 0.5679, decode.d3.loss_mask: 0.5898, decode.d3.loss_dice: 0.9159, decode.d4.loss_cls: 0.5589, decode.d4.loss_mask: 0.5894, decode.d4.loss_dice: 0.9148, decode.d5.loss_cls: 0.5550, decode.d5.loss_mask: 0.5891, decode.d5.loss_dice: 0.9151, decode.d6.loss_cls: 0.5518, decode.d6.loss_mask: 0.5873, decode.d6.loss_dice: 0.9100, decode.d7.loss_cls: 0.5439, decode.d7.loss_mask: 0.5893, decode.d7.loss_dice: 0.9147, decode.d8.loss_cls: 0.5454, decode.d8.loss_mask: 0.5883, decode.d8.loss_dice: 0.9075, loss: 23.0035 2022-04-26 10:43:37,972 - mmseg - INFO - Iter [32850/160000] lr: 1.141e-06, eta: 1 day, 15:06:17, time: 1.130, data_time: 0.066, memory: 64049, decode.loss_cls: 0.5819, decode.loss_mask: 0.6508, decode.loss_dice: 0.9484, decode.d0.loss_cls: 2.6160, decode.d0.loss_mask: 0.6951, decode.d0.loss_dice: 1.1182, decode.d1.loss_cls: 0.7053, decode.d1.loss_mask: 0.6688, decode.d1.loss_dice: 1.0174, decode.d2.loss_cls: 0.6361, decode.d2.loss_mask: 0.6608, decode.d2.loss_dice: 0.9793, decode.d3.loss_cls: 0.6067, decode.d3.loss_mask: 0.6530, decode.d3.loss_dice: 0.9590, decode.d4.loss_cls: 0.5916, decode.d4.loss_mask: 0.6514, decode.d4.loss_dice: 0.9580, decode.d5.loss_cls: 0.5853, decode.d5.loss_mask: 0.6512, decode.d5.loss_dice: 0.9615, decode.d6.loss_cls: 0.5775, decode.d6.loss_mask: 0.6514, decode.d6.loss_dice: 0.9507, decode.d7.loss_cls: 0.5832, decode.d7.loss_mask: 0.6495, decode.d7.loss_dice: 0.9510, decode.d8.loss_cls: 0.5735, decode.d8.loss_mask: 0.6506, decode.d8.loss_dice: 0.9468, loss: 24.4300 2022-04-26 10:44:31,675 - mmseg - INFO - Iter [32900/160000] lr: 1.141e-06, eta: 1 day, 15:05:15, time: 1.074, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5411, decode.loss_mask: 0.6211, decode.loss_dice: 0.9473, decode.d0.loss_cls: 2.5680, decode.d0.loss_mask: 0.6574, decode.d0.loss_dice: 1.0984, decode.d1.loss_cls: 0.6565, decode.d1.loss_mask: 0.6430, decode.d1.loss_dice: 1.0210, decode.d2.loss_cls: 0.5835, decode.d2.loss_mask: 0.6311, decode.d2.loss_dice: 0.9871, decode.d3.loss_cls: 0.5574, decode.d3.loss_mask: 0.6268, decode.d3.loss_dice: 0.9620, decode.d4.loss_cls: 0.5478, decode.d4.loss_mask: 0.6259, decode.d4.loss_dice: 0.9577, decode.d5.loss_cls: 0.5350, decode.d5.loss_mask: 0.6248, decode.d5.loss_dice: 0.9588, decode.d6.loss_cls: 0.5397, decode.d6.loss_mask: 0.6225, decode.d6.loss_dice: 0.9488, decode.d7.loss_cls: 0.5408, decode.d7.loss_mask: 0.6221, decode.d7.loss_dice: 0.9509, decode.d8.loss_cls: 0.5379, decode.d8.loss_mask: 0.6197, decode.d8.loss_dice: 0.9471, loss: 23.6815 2022-04-26 10:45:24,304 - mmseg - INFO - Iter [32950/160000] lr: 1.140e-06, eta: 1 day, 15:04:10, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5616, decode.loss_mask: 0.6198, decode.loss_dice: 0.9438, decode.d0.loss_cls: 2.6358, decode.d0.loss_mask: 0.6581, decode.d0.loss_dice: 1.0966, decode.d1.loss_cls: 0.6828, decode.d1.loss_mask: 0.6359, decode.d1.loss_dice: 1.0071, decode.d2.loss_cls: 0.6040, decode.d2.loss_mask: 0.6288, decode.d2.loss_dice: 0.9740, decode.d3.loss_cls: 0.5718, decode.d3.loss_mask: 0.6248, decode.d3.loss_dice: 0.9529, decode.d4.loss_cls: 0.5638, decode.d4.loss_mask: 0.6234, decode.d4.loss_dice: 0.9472, decode.d5.loss_cls: 0.5628, decode.d5.loss_mask: 0.6196, decode.d5.loss_dice: 0.9500, decode.d6.loss_cls: 0.5570, decode.d6.loss_mask: 0.6169, decode.d6.loss_dice: 0.9395, decode.d7.loss_cls: 0.5577, decode.d7.loss_mask: 0.6161, decode.d7.loss_dice: 0.9453, decode.d8.loss_cls: 0.5606, decode.d8.loss_mask: 0.6163, decode.d8.loss_dice: 0.9416, loss: 23.8156 2022-04-26 10:46:17,207 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 10:46:17,211 - mmseg - INFO - Iter [33000/160000] lr: 1.140e-06, eta: 1 day, 15:03:05, time: 1.058, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5504, decode.loss_mask: 0.6143, decode.loss_dice: 0.9383, decode.d0.loss_cls: 2.5713, decode.d0.loss_mask: 0.6576, decode.d0.loss_dice: 1.1072, decode.d1.loss_cls: 0.6800, decode.d1.loss_mask: 0.6422, decode.d1.loss_dice: 1.0062, decode.d2.loss_cls: 0.6108, decode.d2.loss_mask: 0.6252, decode.d2.loss_dice: 0.9680, decode.d3.loss_cls: 0.5723, decode.d3.loss_mask: 0.6187, decode.d3.loss_dice: 0.9464, decode.d4.loss_cls: 0.5669, decode.d4.loss_mask: 0.6169, decode.d4.loss_dice: 0.9445, decode.d5.loss_cls: 0.5623, decode.d5.loss_mask: 0.6156, decode.d5.loss_dice: 0.9415, decode.d6.loss_cls: 0.5524, decode.d6.loss_mask: 0.6158, decode.d6.loss_dice: 0.9401, decode.d7.loss_cls: 0.5452, decode.d7.loss_mask: 0.6161, decode.d7.loss_dice: 0.9357, decode.d8.loss_cls: 0.5480, decode.d8.loss_mask: 0.6148, decode.d8.loss_dice: 0.9371, loss: 23.6617 2022-04-26 10:47:11,261 - mmseg - INFO - Iter [33050/160000] lr: 1.139e-06, eta: 1 day, 15:02:04, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5566, decode.loss_mask: 0.6243, decode.loss_dice: 0.9273, decode.d0.loss_cls: 2.5646, decode.d0.loss_mask: 0.6698, decode.d0.loss_dice: 1.0844, decode.d1.loss_cls: 0.6709, decode.d1.loss_mask: 0.6472, decode.d1.loss_dice: 0.9979, decode.d2.loss_cls: 0.6020, decode.d2.loss_mask: 0.6401, decode.d2.loss_dice: 0.9661, decode.d3.loss_cls: 0.5832, decode.d3.loss_mask: 0.6309, decode.d3.loss_dice: 0.9461, decode.d4.loss_cls: 0.5679, decode.d4.loss_mask: 0.6231, decode.d4.loss_dice: 0.9446, decode.d5.loss_cls: 0.5661, decode.d5.loss_mask: 0.6263, decode.d5.loss_dice: 0.9427, decode.d6.loss_cls: 0.5556, decode.d6.loss_mask: 0.6245, decode.d6.loss_dice: 0.9363, decode.d7.loss_cls: 0.5589, decode.d7.loss_mask: 0.6243, decode.d7.loss_dice: 0.9393, decode.d8.loss_cls: 0.5604, decode.d8.loss_mask: 0.6243, decode.d8.loss_dice: 0.9373, loss: 23.7433 2022-04-26 10:48:04,126 - mmseg - INFO - Iter [33100/160000] lr: 1.139e-06, eta: 1 day, 15:01:00, time: 1.057, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5780, decode.loss_mask: 0.6040, decode.loss_dice: 0.9570, decode.d0.loss_cls: 2.6612, decode.d0.loss_mask: 0.6425, decode.d0.loss_dice: 1.1142, decode.d1.loss_cls: 0.6879, decode.d1.loss_mask: 0.6321, decode.d1.loss_dice: 1.0246, decode.d2.loss_cls: 0.6264, decode.d2.loss_mask: 0.6151, decode.d2.loss_dice: 0.9877, decode.d3.loss_cls: 0.6017, decode.d3.loss_mask: 0.6071, decode.d3.loss_dice: 0.9577, decode.d4.loss_cls: 0.5962, decode.d4.loss_mask: 0.6038, decode.d4.loss_dice: 0.9570, decode.d5.loss_cls: 0.5844, decode.d5.loss_mask: 0.6027, decode.d5.loss_dice: 0.9525, decode.d6.loss_cls: 0.5761, decode.d6.loss_mask: 0.6014, decode.d6.loss_dice: 0.9484, decode.d7.loss_cls: 0.5756, decode.d7.loss_mask: 0.6042, decode.d7.loss_dice: 0.9531, decode.d8.loss_cls: 0.5724, decode.d8.loss_mask: 0.6042, decode.d8.loss_dice: 0.9525, loss: 23.9817 2022-04-26 10:48:58,628 - mmseg - INFO - Iter [33150/160000] lr: 1.138e-06, eta: 1 day, 15:00:01, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5349, decode.loss_mask: 0.6570, decode.loss_dice: 0.9494, decode.d0.loss_cls: 2.5289, decode.d0.loss_mask: 0.7006, decode.d0.loss_dice: 1.1034, decode.d1.loss_cls: 0.6525, decode.d1.loss_mask: 0.6711, decode.d1.loss_dice: 1.0099, decode.d2.loss_cls: 0.5927, decode.d2.loss_mask: 0.6606, decode.d2.loss_dice: 0.9715, decode.d3.loss_cls: 0.5649, decode.d3.loss_mask: 0.6558, decode.d3.loss_dice: 0.9598, decode.d4.loss_cls: 0.5499, decode.d4.loss_mask: 0.6538, decode.d4.loss_dice: 0.9493, decode.d5.loss_cls: 0.5435, decode.d5.loss_mask: 0.6531, decode.d5.loss_dice: 0.9525, decode.d6.loss_cls: 0.5459, decode.d6.loss_mask: 0.6485, decode.d6.loss_dice: 0.9534, decode.d7.loss_cls: 0.5409, decode.d7.loss_mask: 0.6482, decode.d7.loss_dice: 0.9497, decode.d8.loss_cls: 0.5348, decode.d8.loss_mask: 0.6506, decode.d8.loss_dice: 0.9478, loss: 23.9349 2022-04-26 10:49:51,749 - mmseg - INFO - Iter [33200/160000] lr: 1.138e-06, eta: 1 day, 14:58:57, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5812, decode.loss_mask: 0.6158, decode.loss_dice: 0.9719, decode.d0.loss_cls: 2.5934, decode.d0.loss_mask: 0.6518, decode.d0.loss_dice: 1.1402, decode.d1.loss_cls: 0.7026, decode.d1.loss_mask: 0.6361, decode.d1.loss_dice: 1.0394, decode.d2.loss_cls: 0.6357, decode.d2.loss_mask: 0.6230, decode.d2.loss_dice: 1.0027, decode.d3.loss_cls: 0.5985, decode.d3.loss_mask: 0.6171, decode.d3.loss_dice: 0.9769, decode.d4.loss_cls: 0.5943, decode.d4.loss_mask: 0.6150, decode.d4.loss_dice: 0.9750, decode.d5.loss_cls: 0.5918, decode.d5.loss_mask: 0.6143, decode.d5.loss_dice: 0.9723, decode.d6.loss_cls: 0.5885, decode.d6.loss_mask: 0.6153, decode.d6.loss_dice: 0.9635, decode.d7.loss_cls: 0.5760, decode.d7.loss_mask: 0.6192, decode.d7.loss_dice: 0.9727, decode.d8.loss_cls: 0.5853, decode.d8.loss_mask: 0.6182, decode.d8.loss_dice: 0.9657, loss: 24.2532 2022-04-26 10:50:45,061 - mmseg - INFO - Iter [33250/160000] lr: 1.137e-06, eta: 1 day, 14:57:54, time: 1.066, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5624, decode.loss_mask: 0.6059, decode.loss_dice: 0.9342, decode.d0.loss_cls: 2.6060, decode.d0.loss_mask: 0.6463, decode.d0.loss_dice: 1.0898, decode.d1.loss_cls: 0.6838, decode.d1.loss_mask: 0.6269, decode.d1.loss_dice: 0.9997, decode.d2.loss_cls: 0.6129, decode.d2.loss_mask: 0.6139, decode.d2.loss_dice: 0.9633, decode.d3.loss_cls: 0.5749, decode.d3.loss_mask: 0.6114, decode.d3.loss_dice: 0.9440, decode.d4.loss_cls: 0.5731, decode.d4.loss_mask: 0.6078, decode.d4.loss_dice: 0.9393, decode.d5.loss_cls: 0.5646, decode.d5.loss_mask: 0.6082, decode.d5.loss_dice: 0.9436, decode.d6.loss_cls: 0.5560, decode.d6.loss_mask: 0.6067, decode.d6.loss_dice: 0.9328, decode.d7.loss_cls: 0.5635, decode.d7.loss_mask: 0.6044, decode.d7.loss_dice: 0.9276, decode.d8.loss_cls: 0.5584, decode.d8.loss_mask: 0.6036, decode.d8.loss_dice: 0.9302, loss: 23.5955 2022-04-26 10:51:38,278 - mmseg - INFO - Iter [33300/160000] lr: 1.137e-06, eta: 1 day, 14:56:51, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5633, decode.loss_mask: 0.6071, decode.loss_dice: 0.9528, decode.d0.loss_cls: 2.6127, decode.d0.loss_mask: 0.6507, decode.d0.loss_dice: 1.0980, decode.d1.loss_cls: 0.6779, decode.d1.loss_mask: 0.6341, decode.d1.loss_dice: 1.0250, decode.d2.loss_cls: 0.6231, decode.d2.loss_mask: 0.6190, decode.d2.loss_dice: 0.9795, decode.d3.loss_cls: 0.5977, decode.d3.loss_mask: 0.6164, decode.d3.loss_dice: 0.9608, decode.d4.loss_cls: 0.5866, decode.d4.loss_mask: 0.6097, decode.d4.loss_dice: 0.9626, decode.d5.loss_cls: 0.5711, decode.d5.loss_mask: 0.6084, decode.d5.loss_dice: 0.9604, decode.d6.loss_cls: 0.5634, decode.d6.loss_mask: 0.6084, decode.d6.loss_dice: 0.9475, decode.d7.loss_cls: 0.5635, decode.d7.loss_mask: 0.6102, decode.d7.loss_dice: 0.9470, decode.d8.loss_cls: 0.5632, decode.d8.loss_mask: 0.6102, decode.d8.loss_dice: 0.9462, loss: 23.8765 2022-04-26 10:52:31,543 - mmseg - INFO - Iter [33350/160000] lr: 1.137e-06, eta: 1 day, 14:55:48, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5800, decode.loss_mask: 0.6298, decode.loss_dice: 0.9816, decode.d0.loss_cls: 2.5756, decode.d0.loss_mask: 0.6696, decode.d0.loss_dice: 1.1343, decode.d1.loss_cls: 0.7063, decode.d1.loss_mask: 0.6496, decode.d1.loss_dice: 1.0535, decode.d2.loss_cls: 0.6436, decode.d2.loss_mask: 0.6374, decode.d2.loss_dice: 1.0150, decode.d3.loss_cls: 0.5965, decode.d3.loss_mask: 0.6357, decode.d3.loss_dice: 0.9928, decode.d4.loss_cls: 0.5906, decode.d4.loss_mask: 0.6341, decode.d4.loss_dice: 0.9906, decode.d5.loss_cls: 0.5913, decode.d5.loss_mask: 0.6300, decode.d5.loss_dice: 0.9877, decode.d6.loss_cls: 0.5764, decode.d6.loss_mask: 0.6309, decode.d6.loss_dice: 0.9789, decode.d7.loss_cls: 0.5715, decode.d7.loss_mask: 0.6295, decode.d7.loss_dice: 0.9761, decode.d8.loss_cls: 0.5754, decode.d8.loss_mask: 0.6290, decode.d8.loss_dice: 0.9807, loss: 24.4739 2022-04-26 10:53:25,651 - mmseg - INFO - Iter [33400/160000] lr: 1.136e-06, eta: 1 day, 14:54:48, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5663, decode.loss_mask: 0.6133, decode.loss_dice: 0.9492, decode.d0.loss_cls: 2.6081, decode.d0.loss_mask: 0.6470, decode.d0.loss_dice: 1.1161, decode.d1.loss_cls: 0.6873, decode.d1.loss_mask: 0.6316, decode.d1.loss_dice: 1.0041, decode.d2.loss_cls: 0.6213, decode.d2.loss_mask: 0.6247, decode.d2.loss_dice: 0.9761, decode.d3.loss_cls: 0.5971, decode.d3.loss_mask: 0.6154, decode.d3.loss_dice: 0.9526, decode.d4.loss_cls: 0.5863, decode.d4.loss_mask: 0.6165, decode.d4.loss_dice: 0.9528, decode.d5.loss_cls: 0.5742, decode.d5.loss_mask: 0.6167, decode.d5.loss_dice: 0.9489, decode.d6.loss_cls: 0.5756, decode.d6.loss_mask: 0.6127, decode.d6.loss_dice: 0.9402, decode.d7.loss_cls: 0.5659, decode.d7.loss_mask: 0.6130, decode.d7.loss_dice: 0.9421, decode.d8.loss_cls: 0.5710, decode.d8.loss_mask: 0.6161, decode.d8.loss_dice: 0.9460, loss: 23.8882 2022-04-26 10:54:20,338 - mmseg - INFO - Iter [33450/160000] lr: 1.136e-06, eta: 1 day, 14:53:50, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5944, decode.loss_mask: 0.6098, decode.loss_dice: 0.9454, decode.d0.loss_cls: 2.6039, decode.d0.loss_mask: 0.6427, decode.d0.loss_dice: 1.0979, decode.d1.loss_cls: 0.7150, decode.d1.loss_mask: 0.6336, decode.d1.loss_dice: 1.0136, decode.d2.loss_cls: 0.6450, decode.d2.loss_mask: 0.6196, decode.d2.loss_dice: 0.9700, decode.d3.loss_cls: 0.6134, decode.d3.loss_mask: 0.6133, decode.d3.loss_dice: 0.9539, decode.d4.loss_cls: 0.6040, decode.d4.loss_mask: 0.6137, decode.d4.loss_dice: 0.9517, decode.d5.loss_cls: 0.5945, decode.d5.loss_mask: 0.6124, decode.d5.loss_dice: 0.9487, decode.d6.loss_cls: 0.5911, decode.d6.loss_mask: 0.6079, decode.d6.loss_dice: 0.9462, decode.d7.loss_cls: 0.5838, decode.d7.loss_mask: 0.6084, decode.d7.loss_dice: 0.9469, decode.d8.loss_cls: 0.5882, decode.d8.loss_mask: 0.6095, decode.d8.loss_dice: 0.9450, loss: 24.0234 2022-04-26 10:55:14,788 - mmseg - INFO - Iter [33500/160000] lr: 1.135e-06, eta: 1 day, 14:52:51, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5823, decode.loss_mask: 0.6497, decode.loss_dice: 0.9515, decode.d0.loss_cls: 2.6005, decode.d0.loss_mask: 0.6954, decode.d0.loss_dice: 1.1087, decode.d1.loss_cls: 0.7059, decode.d1.loss_mask: 0.6755, decode.d1.loss_dice: 1.0158, decode.d2.loss_cls: 0.6240, decode.d2.loss_mask: 0.6654, decode.d2.loss_dice: 0.9901, decode.d3.loss_cls: 0.6048, decode.d3.loss_mask: 0.6525, decode.d3.loss_dice: 0.9637, decode.d4.loss_cls: 0.5888, decode.d4.loss_mask: 0.6514, decode.d4.loss_dice: 0.9661, decode.d5.loss_cls: 0.5818, decode.d5.loss_mask: 0.6548, decode.d5.loss_dice: 0.9576, decode.d6.loss_cls: 0.5819, decode.d6.loss_mask: 0.6492, decode.d6.loss_dice: 0.9515, decode.d7.loss_cls: 0.5812, decode.d7.loss_mask: 0.6521, decode.d7.loss_dice: 0.9483, decode.d8.loss_cls: 0.5800, decode.d8.loss_mask: 0.6528, decode.d8.loss_dice: 0.9520, loss: 24.4353 2022-04-26 10:56:08,733 - mmseg - INFO - Iter [33550/160000] lr: 1.135e-06, eta: 1 day, 14:51:51, time: 1.079, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5400, decode.loss_mask: 0.6293, decode.loss_dice: 0.9477, decode.d0.loss_cls: 2.5970, decode.d0.loss_mask: 0.6615, decode.d0.loss_dice: 1.0853, decode.d1.loss_cls: 0.6530, decode.d1.loss_mask: 0.6503, decode.d1.loss_dice: 1.0092, decode.d2.loss_cls: 0.5902, decode.d2.loss_mask: 0.6286, decode.d2.loss_dice: 0.9766, decode.d3.loss_cls: 0.5705, decode.d3.loss_mask: 0.6261, decode.d3.loss_dice: 0.9549, decode.d4.loss_cls: 0.5603, decode.d4.loss_mask: 0.6265, decode.d4.loss_dice: 0.9511, decode.d5.loss_cls: 0.5528, decode.d5.loss_mask: 0.6278, decode.d5.loss_dice: 0.9498, decode.d6.loss_cls: 0.5442, decode.d6.loss_mask: 0.6278, decode.d6.loss_dice: 0.9417, decode.d7.loss_cls: 0.5474, decode.d7.loss_mask: 0.6278, decode.d7.loss_dice: 0.9421, decode.d8.loss_cls: 0.5402, decode.d8.loss_mask: 0.6293, decode.d8.loss_dice: 0.9494, loss: 23.7384 2022-04-26 10:57:02,022 - mmseg - INFO - Iter [33600/160000] lr: 1.134e-06, eta: 1 day, 14:50:48, time: 1.066, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5722, decode.loss_mask: 0.6405, decode.loss_dice: 0.9462, decode.d0.loss_cls: 2.5341, decode.d0.loss_mask: 0.6790, decode.d0.loss_dice: 1.1039, decode.d1.loss_cls: 0.6882, decode.d1.loss_mask: 0.6654, decode.d1.loss_dice: 1.0104, decode.d2.loss_cls: 0.6278, decode.d2.loss_mask: 0.6511, decode.d2.loss_dice: 0.9808, decode.d3.loss_cls: 0.6002, decode.d3.loss_mask: 0.6455, decode.d3.loss_dice: 0.9591, decode.d4.loss_cls: 0.5802, decode.d4.loss_mask: 0.6437, decode.d4.loss_dice: 0.9567, decode.d5.loss_cls: 0.5766, decode.d5.loss_mask: 0.6412, decode.d5.loss_dice: 0.9489, decode.d6.loss_cls: 0.5746, decode.d6.loss_mask: 0.6399, decode.d6.loss_dice: 0.9433, decode.d7.loss_cls: 0.5685, decode.d7.loss_mask: 0.6410, decode.d7.loss_dice: 0.9469, decode.d8.loss_cls: 0.5740, decode.d8.loss_mask: 0.6418, decode.d8.loss_dice: 0.9466, loss: 24.1284 2022-04-26 10:57:54,966 - mmseg - INFO - Iter [33650/160000] lr: 1.134e-06, eta: 1 day, 14:49:44, time: 1.059, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5566, decode.loss_mask: 0.6582, decode.loss_dice: 0.9658, decode.d0.loss_cls: 2.5718, decode.d0.loss_mask: 0.6963, decode.d0.loss_dice: 1.1217, decode.d1.loss_cls: 0.6744, decode.d1.loss_mask: 0.6838, decode.d1.loss_dice: 1.0291, decode.d2.loss_cls: 0.6063, decode.d2.loss_mask: 0.6688, decode.d2.loss_dice: 0.9928, decode.d3.loss_cls: 0.5813, decode.d3.loss_mask: 0.6638, decode.d3.loss_dice: 0.9752, decode.d4.loss_cls: 0.5723, decode.d4.loss_mask: 0.6615, decode.d4.loss_dice: 0.9703, decode.d5.loss_cls: 0.5724, decode.d5.loss_mask: 0.6607, decode.d5.loss_dice: 0.9695, decode.d6.loss_cls: 0.5685, decode.d6.loss_mask: 0.6593, decode.d6.loss_dice: 0.9595, decode.d7.loss_cls: 0.5613, decode.d7.loss_mask: 0.6575, decode.d7.loss_dice: 0.9668, decode.d8.loss_cls: 0.5605, decode.d8.loss_mask: 0.6592, decode.d8.loss_dice: 0.9627, loss: 24.4077 2022-04-26 10:58:48,426 - mmseg - INFO - Iter [33700/160000] lr: 1.133e-06, eta: 1 day, 14:48:41, time: 1.069, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5663, decode.loss_mask: 0.6278, decode.loss_dice: 0.9750, decode.d0.loss_cls: 2.6086, decode.d0.loss_mask: 0.6630, decode.d0.loss_dice: 1.1319, decode.d1.loss_cls: 0.6960, decode.d1.loss_mask: 0.6453, decode.d1.loss_dice: 1.0436, decode.d2.loss_cls: 0.6397, decode.d2.loss_mask: 0.6311, decode.d2.loss_dice: 1.0033, decode.d3.loss_cls: 0.5992, decode.d3.loss_mask: 0.6305, decode.d3.loss_dice: 0.9767, decode.d4.loss_cls: 0.5815, decode.d4.loss_mask: 0.6270, decode.d4.loss_dice: 0.9776, decode.d5.loss_cls: 0.5826, decode.d5.loss_mask: 0.6298, decode.d5.loss_dice: 0.9809, decode.d6.loss_cls: 0.5719, decode.d6.loss_mask: 0.6294, decode.d6.loss_dice: 0.9728, decode.d7.loss_cls: 0.5755, decode.d7.loss_mask: 0.6253, decode.d7.loss_dice: 0.9773, decode.d8.loss_cls: 0.5693, decode.d8.loss_mask: 0.6268, decode.d8.loss_dice: 0.9732, loss: 24.3390 2022-04-26 10:59:41,614 - mmseg - INFO - Iter [33750/160000] lr: 1.133e-06, eta: 1 day, 14:47:38, time: 1.064, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5429, decode.loss_mask: 0.6054, decode.loss_dice: 0.9281, decode.d0.loss_cls: 2.5395, decode.d0.loss_mask: 0.6501, decode.d0.loss_dice: 1.0692, decode.d1.loss_cls: 0.6407, decode.d1.loss_mask: 0.6319, decode.d1.loss_dice: 0.9959, decode.d2.loss_cls: 0.5877, decode.d2.loss_mask: 0.6185, decode.d2.loss_dice: 0.9563, decode.d3.loss_cls: 0.5580, decode.d3.loss_mask: 0.6106, decode.d3.loss_dice: 0.9357, decode.d4.loss_cls: 0.5504, decode.d4.loss_mask: 0.6115, decode.d4.loss_dice: 0.9328, decode.d5.loss_cls: 0.5414, decode.d5.loss_mask: 0.6074, decode.d5.loss_dice: 0.9322, decode.d6.loss_cls: 0.5349, decode.d6.loss_mask: 0.6051, decode.d6.loss_dice: 0.9306, decode.d7.loss_cls: 0.5337, decode.d7.loss_mask: 0.6045, decode.d7.loss_dice: 0.9309, decode.d8.loss_cls: 0.5431, decode.d8.loss_mask: 0.6049, decode.d8.loss_dice: 0.9232, loss: 23.2571 2022-04-26 11:00:35,037 - mmseg - INFO - Iter [33800/160000] lr: 1.132e-06, eta: 1 day, 14:46:36, time: 1.068, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5379, decode.loss_mask: 0.6103, decode.loss_dice: 0.9488, decode.d0.loss_cls: 2.5362, decode.d0.loss_mask: 0.6535, decode.d0.loss_dice: 1.0944, decode.d1.loss_cls: 0.6575, decode.d1.loss_mask: 0.6345, decode.d1.loss_dice: 1.0042, decode.d2.loss_cls: 0.5965, decode.d2.loss_mask: 0.6172, decode.d2.loss_dice: 0.9673, decode.d3.loss_cls: 0.5631, decode.d3.loss_mask: 0.6162, decode.d3.loss_dice: 0.9473, decode.d4.loss_cls: 0.5567, decode.d4.loss_mask: 0.6137, decode.d4.loss_dice: 0.9474, decode.d5.loss_cls: 0.5440, decode.d5.loss_mask: 0.6123, decode.d5.loss_dice: 0.9476, decode.d6.loss_cls: 0.5357, decode.d6.loss_mask: 0.6092, decode.d6.loss_dice: 0.9386, decode.d7.loss_cls: 0.5292, decode.d7.loss_mask: 0.6125, decode.d7.loss_dice: 0.9431, decode.d8.loss_cls: 0.5297, decode.d8.loss_mask: 0.6106, decode.d8.loss_dice: 0.9435, loss: 23.4586 2022-04-26 11:01:28,501 - mmseg - INFO - Iter [33850/160000] lr: 1.132e-06, eta: 1 day, 14:45:33, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5694, decode.loss_mask: 0.6326, decode.loss_dice: 0.9250, decode.d0.loss_cls: 2.5876, decode.d0.loss_mask: 0.6721, decode.d0.loss_dice: 1.0956, decode.d1.loss_cls: 0.6784, decode.d1.loss_mask: 0.6570, decode.d1.loss_dice: 1.0054, decode.d2.loss_cls: 0.6151, decode.d2.loss_mask: 0.6460, decode.d2.loss_dice: 0.9679, decode.d3.loss_cls: 0.5891, decode.d3.loss_mask: 0.6381, decode.d3.loss_dice: 0.9400, decode.d4.loss_cls: 0.5833, decode.d4.loss_mask: 0.6349, decode.d4.loss_dice: 0.9367, decode.d5.loss_cls: 0.5757, decode.d5.loss_mask: 0.6363, decode.d5.loss_dice: 0.9367, decode.d6.loss_cls: 0.5616, decode.d6.loss_mask: 0.6366, decode.d6.loss_dice: 0.9334, decode.d7.loss_cls: 0.5725, decode.d7.loss_mask: 0.6353, decode.d7.loss_dice: 0.9349, decode.d8.loss_cls: 0.5598, decode.d8.loss_mask: 0.6319, decode.d8.loss_dice: 0.9330, loss: 23.9218 2022-04-26 11:02:21,171 - mmseg - INFO - Iter [33900/160000] lr: 1.132e-06, eta: 1 day, 14:44:28, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5537, decode.loss_mask: 0.6287, decode.loss_dice: 0.9388, decode.d0.loss_cls: 2.4931, decode.d0.loss_mask: 0.6750, decode.d0.loss_dice: 1.1054, decode.d1.loss_cls: 0.6578, decode.d1.loss_mask: 0.6559, decode.d1.loss_dice: 1.0145, decode.d2.loss_cls: 0.5924, decode.d2.loss_mask: 0.6404, decode.d2.loss_dice: 0.9720, decode.d3.loss_cls: 0.5719, decode.d3.loss_mask: 0.6344, decode.d3.loss_dice: 0.9496, decode.d4.loss_cls: 0.5632, decode.d4.loss_mask: 0.6334, decode.d4.loss_dice: 0.9509, decode.d5.loss_cls: 0.5423, decode.d5.loss_mask: 0.6321, decode.d5.loss_dice: 0.9495, decode.d6.loss_cls: 0.5469, decode.d6.loss_mask: 0.6316, decode.d6.loss_dice: 0.9426, decode.d7.loss_cls: 0.5498, decode.d7.loss_mask: 0.6285, decode.d7.loss_dice: 0.9438, decode.d8.loss_cls: 0.5524, decode.d8.loss_mask: 0.6312, decode.d8.loss_dice: 0.9399, loss: 23.7216 2022-04-26 11:03:14,761 - mmseg - INFO - Iter [33950/160000] lr: 1.131e-06, eta: 1 day, 14:43:27, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5781, decode.loss_mask: 0.6313, decode.loss_dice: 0.9440, decode.d0.loss_cls: 2.5512, decode.d0.loss_mask: 0.6725, decode.d0.loss_dice: 1.0900, decode.d1.loss_cls: 0.6813, decode.d1.loss_mask: 0.6550, decode.d1.loss_dice: 1.0066, decode.d2.loss_cls: 0.6253, decode.d2.loss_mask: 0.6421, decode.d2.loss_dice: 0.9760, decode.d3.loss_cls: 0.6020, decode.d3.loss_mask: 0.6356, decode.d3.loss_dice: 0.9523, decode.d4.loss_cls: 0.5904, decode.d4.loss_mask: 0.6363, decode.d4.loss_dice: 0.9466, decode.d5.loss_cls: 0.5851, decode.d5.loss_mask: 0.6297, decode.d5.loss_dice: 0.9443, decode.d6.loss_cls: 0.5757, decode.d6.loss_mask: 0.6304, decode.d6.loss_dice: 0.9370, decode.d7.loss_cls: 0.5743, decode.d7.loss_mask: 0.6299, decode.d7.loss_dice: 0.9369, decode.d8.loss_cls: 0.5710, decode.d8.loss_mask: 0.6315, decode.d8.loss_dice: 0.9415, loss: 24.0038 2022-04-26 11:04:07,986 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 11:04:07,998 - mmseg - INFO - Iter [34000/160000] lr: 1.131e-06, eta: 1 day, 14:42:24, time: 1.065, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5879, decode.loss_mask: 0.6145, decode.loss_dice: 0.9554, decode.d0.loss_cls: 2.6192, decode.d0.loss_mask: 0.6588, decode.d0.loss_dice: 1.1232, decode.d1.loss_cls: 0.7329, decode.d1.loss_mask: 0.6384, decode.d1.loss_dice: 1.0351, decode.d2.loss_cls: 0.6512, decode.d2.loss_mask: 0.6190, decode.d2.loss_dice: 0.9934, decode.d3.loss_cls: 0.6232, decode.d3.loss_mask: 0.6134, decode.d3.loss_dice: 0.9691, decode.d4.loss_cls: 0.6151, decode.d4.loss_mask: 0.6145, decode.d4.loss_dice: 0.9665, decode.d5.loss_cls: 0.6036, decode.d5.loss_mask: 0.6130, decode.d5.loss_dice: 0.9657, decode.d6.loss_cls: 0.5928, decode.d6.loss_mask: 0.6139, decode.d6.loss_dice: 0.9562, decode.d7.loss_cls: 0.5990, decode.d7.loss_mask: 0.6129, decode.d7.loss_dice: 0.9555, decode.d8.loss_cls: 0.5887, decode.d8.loss_mask: 0.6148, decode.d8.loss_dice: 0.9604, loss: 24.3072 2022-04-26 11:05:00,695 - mmseg - INFO - Iter [34050/160000] lr: 1.130e-06, eta: 1 day, 14:41:19, time: 1.054, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5860, decode.loss_mask: 0.6379, decode.loss_dice: 0.9572, decode.d0.loss_cls: 2.5895, decode.d0.loss_mask: 0.6847, decode.d0.loss_dice: 1.1191, decode.d1.loss_cls: 0.6889, decode.d1.loss_mask: 0.6653, decode.d1.loss_dice: 1.0314, decode.d2.loss_cls: 0.6266, decode.d2.loss_mask: 0.6468, decode.d2.loss_dice: 0.9883, decode.d3.loss_cls: 0.6017, decode.d3.loss_mask: 0.6422, decode.d3.loss_dice: 0.9630, decode.d4.loss_cls: 0.6000, decode.d4.loss_mask: 0.6409, decode.d4.loss_dice: 0.9657, decode.d5.loss_cls: 0.5824, decode.d5.loss_mask: 0.6414, decode.d5.loss_dice: 0.9670, decode.d6.loss_cls: 0.5822, decode.d6.loss_mask: 0.6397, decode.d6.loss_dice: 0.9629, decode.d7.loss_cls: 0.5854, decode.d7.loss_mask: 0.6374, decode.d7.loss_dice: 0.9560, decode.d8.loss_cls: 0.5857, decode.d8.loss_mask: 0.6389, decode.d8.loss_dice: 0.9583, loss: 24.3724 2022-04-26 11:05:54,530 - mmseg - INFO - Iter [34100/160000] lr: 1.130e-06, eta: 1 day, 14:40:18, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5513, decode.loss_mask: 0.6171, decode.loss_dice: 0.9217, decode.d0.loss_cls: 2.5593, decode.d0.loss_mask: 0.6569, decode.d0.loss_dice: 1.0823, decode.d1.loss_cls: 0.6818, decode.d1.loss_mask: 0.6439, decode.d1.loss_dice: 0.9967, decode.d2.loss_cls: 0.5990, decode.d2.loss_mask: 0.6250, decode.d2.loss_dice: 0.9556, decode.d3.loss_cls: 0.5768, decode.d3.loss_mask: 0.6171, decode.d3.loss_dice: 0.9330, decode.d4.loss_cls: 0.5702, decode.d4.loss_mask: 0.6149, decode.d4.loss_dice: 0.9315, decode.d5.loss_cls: 0.5650, decode.d5.loss_mask: 0.6160, decode.d5.loss_dice: 0.9253, decode.d6.loss_cls: 0.5555, decode.d6.loss_mask: 0.6166, decode.d6.loss_dice: 0.9207, decode.d7.loss_cls: 0.5512, decode.d7.loss_mask: 0.6162, decode.d7.loss_dice: 0.9215, decode.d8.loss_cls: 0.5534, decode.d8.loss_mask: 0.6162, decode.d8.loss_dice: 0.9219, loss: 23.5136 2022-04-26 11:06:50,714 - mmseg - INFO - Iter [34150/160000] lr: 1.129e-06, eta: 1 day, 14:39:26, time: 1.124, data_time: 0.063, memory: 64049, decode.loss_cls: 0.5305, decode.loss_mask: 0.6005, decode.loss_dice: 0.9073, decode.d0.loss_cls: 2.5410, decode.d0.loss_mask: 0.6521, decode.d0.loss_dice: 1.0753, decode.d1.loss_cls: 0.6596, decode.d1.loss_mask: 0.6207, decode.d1.loss_dice: 0.9660, decode.d2.loss_cls: 0.5851, decode.d2.loss_mask: 0.6052, decode.d2.loss_dice: 0.9344, decode.d3.loss_cls: 0.5433, decode.d3.loss_mask: 0.5993, decode.d3.loss_dice: 0.9137, decode.d4.loss_cls: 0.5355, decode.d4.loss_mask: 0.5954, decode.d4.loss_dice: 0.9115, decode.d5.loss_cls: 0.5279, decode.d5.loss_mask: 0.5979, decode.d5.loss_dice: 0.9104, decode.d6.loss_cls: 0.5314, decode.d6.loss_mask: 0.5986, decode.d6.loss_dice: 0.9030, decode.d7.loss_cls: 0.5201, decode.d7.loss_mask: 0.6003, decode.d7.loss_dice: 0.9045, decode.d8.loss_cls: 0.5274, decode.d8.loss_mask: 0.5995, decode.d8.loss_dice: 0.9050, loss: 22.9028 2022-04-26 11:07:44,877 - mmseg - INFO - Iter [34200/160000] lr: 1.129e-06, eta: 1 day, 14:38:27, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5332, decode.loss_mask: 0.6163, decode.loss_dice: 0.9310, decode.d0.loss_cls: 2.5727, decode.d0.loss_mask: 0.6673, decode.d0.loss_dice: 1.0936, decode.d1.loss_cls: 0.6474, decode.d1.loss_mask: 0.6502, decode.d1.loss_dice: 1.0062, decode.d2.loss_cls: 0.5905, decode.d2.loss_mask: 0.6301, decode.d2.loss_dice: 0.9667, decode.d3.loss_cls: 0.5553, decode.d3.loss_mask: 0.6228, decode.d3.loss_dice: 0.9390, decode.d4.loss_cls: 0.5524, decode.d4.loss_mask: 0.6198, decode.d4.loss_dice: 0.9326, decode.d5.loss_cls: 0.5350, decode.d5.loss_mask: 0.6191, decode.d5.loss_dice: 0.9374, decode.d6.loss_cls: 0.5307, decode.d6.loss_mask: 0.6191, decode.d6.loss_dice: 0.9325, decode.d7.loss_cls: 0.5321, decode.d7.loss_mask: 0.6155, decode.d7.loss_dice: 0.9312, decode.d8.loss_cls: 0.5318, decode.d8.loss_mask: 0.6187, decode.d8.loss_dice: 0.9335, loss: 23.4635 2022-04-26 11:08:38,955 - mmseg - INFO - Iter [34250/160000] lr: 1.128e-06, eta: 1 day, 14:37:27, time: 1.082, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5298, decode.loss_mask: 0.6207, decode.loss_dice: 0.9374, decode.d0.loss_cls: 2.5740, decode.d0.loss_mask: 0.6580, decode.d0.loss_dice: 1.0966, decode.d1.loss_cls: 0.6550, decode.d1.loss_mask: 0.6501, decode.d1.loss_dice: 1.0035, decode.d2.loss_cls: 0.5793, decode.d2.loss_mask: 0.6337, decode.d2.loss_dice: 0.9677, decode.d3.loss_cls: 0.5516, decode.d3.loss_mask: 0.6254, decode.d3.loss_dice: 0.9502, decode.d4.loss_cls: 0.5321, decode.d4.loss_mask: 0.6270, decode.d4.loss_dice: 0.9493, decode.d5.loss_cls: 0.5277, decode.d5.loss_mask: 0.6237, decode.d5.loss_dice: 0.9498, decode.d6.loss_cls: 0.5319, decode.d6.loss_mask: 0.6212, decode.d6.loss_dice: 0.9392, decode.d7.loss_cls: 0.5297, decode.d7.loss_mask: 0.6198, decode.d7.loss_dice: 0.9359, decode.d8.loss_cls: 0.5256, decode.d8.loss_mask: 0.6209, decode.d8.loss_dice: 0.9379, loss: 23.5045 2022-04-26 11:09:33,214 - mmseg - INFO - Iter [34300/160000] lr: 1.128e-06, eta: 1 day, 14:36:28, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5340, decode.loss_mask: 0.6386, decode.loss_dice: 0.9376, decode.d0.loss_cls: 2.5058, decode.d0.loss_mask: 0.6820, decode.d0.loss_dice: 1.0922, decode.d1.loss_cls: 0.6410, decode.d1.loss_mask: 0.6635, decode.d1.loss_dice: 1.0107, decode.d2.loss_cls: 0.5888, decode.d2.loss_mask: 0.6449, decode.d2.loss_dice: 0.9698, decode.d3.loss_cls: 0.5661, decode.d3.loss_mask: 0.6407, decode.d3.loss_dice: 0.9432, decode.d4.loss_cls: 0.5615, decode.d4.loss_mask: 0.6377, decode.d4.loss_dice: 0.9445, decode.d5.loss_cls: 0.5469, decode.d5.loss_mask: 0.6389, decode.d5.loss_dice: 0.9484, decode.d6.loss_cls: 0.5388, decode.d6.loss_mask: 0.6368, decode.d6.loss_dice: 0.9322, decode.d7.loss_cls: 0.5390, decode.d7.loss_mask: 0.6385, decode.d7.loss_dice: 0.9341, decode.d8.loss_cls: 0.5395, decode.d8.loss_mask: 0.6414, decode.d8.loss_dice: 0.9376, loss: 23.6748 2022-04-26 11:10:27,701 - mmseg - INFO - Iter [34350/160000] lr: 1.128e-06, eta: 1 day, 14:35:30, time: 1.090, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5224, decode.loss_mask: 0.6125, decode.loss_dice: 0.9328, decode.d0.loss_cls: 2.5557, decode.d0.loss_mask: 0.6495, decode.d0.loss_dice: 1.0875, decode.d1.loss_cls: 0.6477, decode.d1.loss_mask: 0.6293, decode.d1.loss_dice: 0.9993, decode.d2.loss_cls: 0.5767, decode.d2.loss_mask: 0.6203, decode.d2.loss_dice: 0.9602, decode.d3.loss_cls: 0.5543, decode.d3.loss_mask: 0.6117, decode.d3.loss_dice: 0.9301, decode.d4.loss_cls: 0.5342, decode.d4.loss_mask: 0.6140, decode.d4.loss_dice: 0.9360, decode.d5.loss_cls: 0.5423, decode.d5.loss_mask: 0.6109, decode.d5.loss_dice: 0.9341, decode.d6.loss_cls: 0.5224, decode.d6.loss_mask: 0.6132, decode.d6.loss_dice: 0.9281, decode.d7.loss_cls: 0.5236, decode.d7.loss_mask: 0.6154, decode.d7.loss_dice: 0.9320, decode.d8.loss_cls: 0.5239, decode.d8.loss_mask: 0.6130, decode.d8.loss_dice: 0.9317, loss: 23.2645 2022-04-26 11:11:22,244 - mmseg - INFO - Iter [34400/160000] lr: 1.127e-06, eta: 1 day, 14:34:32, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5643, decode.loss_mask: 0.6121, decode.loss_dice: 0.9345, decode.d0.loss_cls: 2.5568, decode.d0.loss_mask: 0.6587, decode.d0.loss_dice: 1.0903, decode.d1.loss_cls: 0.6817, decode.d1.loss_mask: 0.6393, decode.d1.loss_dice: 1.0052, decode.d2.loss_cls: 0.6107, decode.d2.loss_mask: 0.6262, decode.d2.loss_dice: 0.9712, decode.d3.loss_cls: 0.5887, decode.d3.loss_mask: 0.6128, decode.d3.loss_dice: 0.9519, decode.d4.loss_cls: 0.5792, decode.d4.loss_mask: 0.6140, decode.d4.loss_dice: 0.9465, decode.d5.loss_cls: 0.5664, decode.d5.loss_mask: 0.6104, decode.d5.loss_dice: 0.9420, decode.d6.loss_cls: 0.5640, decode.d6.loss_mask: 0.6114, decode.d6.loss_dice: 0.9363, decode.d7.loss_cls: 0.5709, decode.d7.loss_mask: 0.6119, decode.d7.loss_dice: 0.9359, decode.d8.loss_cls: 0.5722, decode.d8.loss_mask: 0.6113, decode.d8.loss_dice: 0.9376, loss: 23.7145 2022-04-26 11:12:16,163 - mmseg - INFO - Iter [34450/160000] lr: 1.127e-06, eta: 1 day, 14:33:31, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5322, decode.loss_mask: 0.6237, decode.loss_dice: 0.9500, decode.d0.loss_cls: 2.4987, decode.d0.loss_mask: 0.6678, decode.d0.loss_dice: 1.1038, decode.d1.loss_cls: 0.6506, decode.d1.loss_mask: 0.6473, decode.d1.loss_dice: 1.0146, decode.d2.loss_cls: 0.5840, decode.d2.loss_mask: 0.6302, decode.d2.loss_dice: 0.9768, decode.d3.loss_cls: 0.5524, decode.d3.loss_mask: 0.6283, decode.d3.loss_dice: 0.9537, decode.d4.loss_cls: 0.5463, decode.d4.loss_mask: 0.6276, decode.d4.loss_dice: 0.9546, decode.d5.loss_cls: 0.5436, decode.d5.loss_mask: 0.6240, decode.d5.loss_dice: 0.9536, decode.d6.loss_cls: 0.5385, decode.d6.loss_mask: 0.6229, decode.d6.loss_dice: 0.9477, decode.d7.loss_cls: 0.5318, decode.d7.loss_mask: 0.6236, decode.d7.loss_dice: 0.9481, decode.d8.loss_cls: 0.5325, decode.d8.loss_mask: 0.6261, decode.d8.loss_dice: 0.9506, loss: 23.5857 2022-04-26 11:13:11,545 - mmseg - INFO - Iter [34500/160000] lr: 1.126e-06, eta: 1 day, 14:32:37, time: 1.108, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5405, decode.loss_mask: 0.6287, decode.loss_dice: 0.9376, decode.d0.loss_cls: 2.5584, decode.d0.loss_mask: 0.6760, decode.d0.loss_dice: 1.1077, decode.d1.loss_cls: 0.6652, decode.d1.loss_mask: 0.6528, decode.d1.loss_dice: 1.0118, decode.d2.loss_cls: 0.6032, decode.d2.loss_mask: 0.6353, decode.d2.loss_dice: 0.9654, decode.d3.loss_cls: 0.5753, decode.d3.loss_mask: 0.6344, decode.d3.loss_dice: 0.9480, decode.d4.loss_cls: 0.5599, decode.d4.loss_mask: 0.6335, decode.d4.loss_dice: 0.9531, decode.d5.loss_cls: 0.5518, decode.d5.loss_mask: 0.6322, decode.d5.loss_dice: 0.9463, decode.d6.loss_cls: 0.5554, decode.d6.loss_mask: 0.6307, decode.d6.loss_dice: 0.9410, decode.d7.loss_cls: 0.5480, decode.d7.loss_mask: 0.6332, decode.d7.loss_dice: 0.9416, decode.d8.loss_cls: 0.5440, decode.d8.loss_mask: 0.6301, decode.d8.loss_dice: 0.9433, loss: 23.7844 2022-04-26 11:14:07,083 - mmseg - INFO - Iter [34550/160000] lr: 1.126e-06, eta: 1 day, 14:31:42, time: 1.111, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5429, decode.loss_mask: 0.6250, decode.loss_dice: 0.9432, decode.d0.loss_cls: 2.4878, decode.d0.loss_mask: 0.6622, decode.d0.loss_dice: 1.0914, decode.d1.loss_cls: 0.6430, decode.d1.loss_mask: 0.6532, decode.d1.loss_dice: 1.0218, decode.d2.loss_cls: 0.5827, decode.d2.loss_mask: 0.6358, decode.d2.loss_dice: 0.9818, decode.d3.loss_cls: 0.5569, decode.d3.loss_mask: 0.6265, decode.d3.loss_dice: 0.9506, decode.d4.loss_cls: 0.5499, decode.d4.loss_mask: 0.6250, decode.d4.loss_dice: 0.9469, decode.d5.loss_cls: 0.5439, decode.d5.loss_mask: 0.6235, decode.d5.loss_dice: 0.9464, decode.d6.loss_cls: 0.5342, decode.d6.loss_mask: 0.6206, decode.d6.loss_dice: 0.9393, decode.d7.loss_cls: 0.5413, decode.d7.loss_mask: 0.6221, decode.d7.loss_dice: 0.9416, decode.d8.loss_cls: 0.5392, decode.d8.loss_mask: 0.6249, decode.d8.loss_dice: 0.9445, loss: 23.5481 2022-04-26 11:15:01,856 - mmseg - INFO - Iter [34600/160000] lr: 1.125e-06, eta: 1 day, 14:30:45, time: 1.095, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5289, decode.loss_mask: 0.6162, decode.loss_dice: 0.9105, decode.d0.loss_cls: 2.5411, decode.d0.loss_mask: 0.6591, decode.d0.loss_dice: 1.0766, decode.d1.loss_cls: 0.6522, decode.d1.loss_mask: 0.6407, decode.d1.loss_dice: 0.9867, decode.d2.loss_cls: 0.5793, decode.d2.loss_mask: 0.6291, decode.d2.loss_dice: 0.9434, decode.d3.loss_cls: 0.5462, decode.d3.loss_mask: 0.6188, decode.d3.loss_dice: 0.9285, decode.d4.loss_cls: 0.5424, decode.d4.loss_mask: 0.6173, decode.d4.loss_dice: 0.9234, decode.d5.loss_cls: 0.5335, decode.d5.loss_mask: 0.6180, decode.d5.loss_dice: 0.9257, decode.d6.loss_cls: 0.5290, decode.d6.loss_mask: 0.6187, decode.d6.loss_dice: 0.9175, decode.d7.loss_cls: 0.5332, decode.d7.loss_mask: 0.6165, decode.d7.loss_dice: 0.9110, decode.d8.loss_cls: 0.5241, decode.d8.loss_mask: 0.6199, decode.d8.loss_dice: 0.9126, loss: 23.2001 2022-04-26 11:15:56,967 - mmseg - INFO - Iter [34650/160000] lr: 1.125e-06, eta: 1 day, 14:29:49, time: 1.102, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5582, decode.loss_mask: 0.6247, decode.loss_dice: 0.9178, decode.d0.loss_cls: 2.5659, decode.d0.loss_mask: 0.6714, decode.d0.loss_dice: 1.0863, decode.d1.loss_cls: 0.6695, decode.d1.loss_mask: 0.6503, decode.d1.loss_dice: 0.9886, decode.d2.loss_cls: 0.6062, decode.d2.loss_mask: 0.6367, decode.d2.loss_dice: 0.9482, decode.d3.loss_cls: 0.5793, decode.d3.loss_mask: 0.6318, decode.d3.loss_dice: 0.9301, decode.d4.loss_cls: 0.5642, decode.d4.loss_mask: 0.6326, decode.d4.loss_dice: 0.9362, decode.d5.loss_cls: 0.5609, decode.d5.loss_mask: 0.6282, decode.d5.loss_dice: 0.9288, decode.d6.loss_cls: 0.5564, decode.d6.loss_mask: 0.6266, decode.d6.loss_dice: 0.9249, decode.d7.loss_cls: 0.5566, decode.d7.loss_mask: 0.6262, decode.d7.loss_dice: 0.9216, decode.d8.loss_cls: 0.5577, decode.d8.loss_mask: 0.6235, decode.d8.loss_dice: 0.9248, loss: 23.6342 2022-04-26 11:16:51,085 - mmseg - INFO - Iter [34700/160000] lr: 1.124e-06, eta: 1 day, 14:28:50, time: 1.082, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5508, decode.loss_mask: 0.6089, decode.loss_dice: 0.9487, decode.d0.loss_cls: 2.5602, decode.d0.loss_mask: 0.6441, decode.d0.loss_dice: 1.1040, decode.d1.loss_cls: 0.6576, decode.d1.loss_mask: 0.6270, decode.d1.loss_dice: 1.0237, decode.d2.loss_cls: 0.5984, decode.d2.loss_mask: 0.6184, decode.d2.loss_dice: 0.9883, decode.d3.loss_cls: 0.5764, decode.d3.loss_mask: 0.6121, decode.d3.loss_dice: 0.9659, decode.d4.loss_cls: 0.5729, decode.d4.loss_mask: 0.6085, decode.d4.loss_dice: 0.9632, decode.d5.loss_cls: 0.5569, decode.d5.loss_mask: 0.6063, decode.d5.loss_dice: 0.9629, decode.d6.loss_cls: 0.5488, decode.d6.loss_mask: 0.6070, decode.d6.loss_dice: 0.9551, decode.d7.loss_cls: 0.5471, decode.d7.loss_mask: 0.6056, decode.d7.loss_dice: 0.9501, decode.d8.loss_cls: 0.5543, decode.d8.loss_mask: 0.6086, decode.d8.loss_dice: 0.9497, loss: 23.6814 2022-04-26 11:17:45,639 - mmseg - INFO - Iter [34750/160000] lr: 1.124e-06, eta: 1 day, 14:27:52, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5784, decode.loss_mask: 0.6484, decode.loss_dice: 0.9727, decode.d0.loss_cls: 2.5693, decode.d0.loss_mask: 0.6945, decode.d0.loss_dice: 1.1232, decode.d1.loss_cls: 0.6779, decode.d1.loss_mask: 0.6744, decode.d1.loss_dice: 1.0410, decode.d2.loss_cls: 0.6207, decode.d2.loss_mask: 0.6588, decode.d2.loss_dice: 0.9941, decode.d3.loss_cls: 0.5982, decode.d3.loss_mask: 0.6509, decode.d3.loss_dice: 0.9788, decode.d4.loss_cls: 0.5823, decode.d4.loss_mask: 0.6503, decode.d4.loss_dice: 0.9781, decode.d5.loss_cls: 0.5753, decode.d5.loss_mask: 0.6466, decode.d5.loss_dice: 0.9716, decode.d6.loss_cls: 0.5737, decode.d6.loss_mask: 0.6499, decode.d6.loss_dice: 0.9671, decode.d7.loss_cls: 0.5752, decode.d7.loss_mask: 0.6469, decode.d7.loss_dice: 0.9662, decode.d8.loss_cls: 0.5790, decode.d8.loss_mask: 0.6488, decode.d8.loss_dice: 0.9668, loss: 24.4591 2022-04-26 11:18:39,565 - mmseg - INFO - Iter [34800/160000] lr: 1.124e-06, eta: 1 day, 14:26:52, time: 1.079, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5510, decode.loss_mask: 0.6220, decode.loss_dice: 0.9595, decode.d0.loss_cls: 2.5307, decode.d0.loss_mask: 0.6588, decode.d0.loss_dice: 1.1071, decode.d1.loss_cls: 0.6697, decode.d1.loss_mask: 0.6402, decode.d1.loss_dice: 1.0157, decode.d2.loss_cls: 0.6096, decode.d2.loss_mask: 0.6226, decode.d2.loss_dice: 0.9772, decode.d3.loss_cls: 0.5758, decode.d3.loss_mask: 0.6226, decode.d3.loss_dice: 0.9662, decode.d4.loss_cls: 0.5585, decode.d4.loss_mask: 0.6213, decode.d4.loss_dice: 0.9636, decode.d5.loss_cls: 0.5530, decode.d5.loss_mask: 0.6207, decode.d5.loss_dice: 0.9610, decode.d6.loss_cls: 0.5423, decode.d6.loss_mask: 0.6218, decode.d6.loss_dice: 0.9547, decode.d7.loss_cls: 0.5519, decode.d7.loss_mask: 0.6225, decode.d7.loss_dice: 0.9584, decode.d8.loss_cls: 0.5479, decode.d8.loss_mask: 0.6217, decode.d8.loss_dice: 0.9604, loss: 23.7885 2022-04-26 11:19:33,726 - mmseg - INFO - Iter [34850/160000] lr: 1.123e-06, eta: 1 day, 14:25:52, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5473, decode.loss_mask: 0.6087, decode.loss_dice: 0.9249, decode.d0.loss_cls: 2.4758, decode.d0.loss_mask: 0.6450, decode.d0.loss_dice: 1.0732, decode.d1.loss_cls: 0.6433, decode.d1.loss_mask: 0.6327, decode.d1.loss_dice: 0.9947, decode.d2.loss_cls: 0.5748, decode.d2.loss_mask: 0.6199, decode.d2.loss_dice: 0.9517, decode.d3.loss_cls: 0.5545, decode.d3.loss_mask: 0.6125, decode.d3.loss_dice: 0.9279, decode.d4.loss_cls: 0.5496, decode.d4.loss_mask: 0.6092, decode.d4.loss_dice: 0.9306, decode.d5.loss_cls: 0.5415, decode.d5.loss_mask: 0.6140, decode.d5.loss_dice: 0.9356, decode.d6.loss_cls: 0.5417, decode.d6.loss_mask: 0.6120, decode.d6.loss_dice: 0.9301, decode.d7.loss_cls: 0.5378, decode.d7.loss_mask: 0.6124, decode.d7.loss_dice: 0.9264, decode.d8.loss_cls: 0.5369, decode.d8.loss_mask: 0.6111, decode.d8.loss_dice: 0.9228, loss: 23.1984 2022-04-26 11:20:29,649 - mmseg - INFO - Iter [34900/160000] lr: 1.123e-06, eta: 1 day, 14:24:59, time: 1.119, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5338, decode.loss_mask: 0.6231, decode.loss_dice: 0.9423, decode.d0.loss_cls: 2.5436, decode.d0.loss_mask: 0.6741, decode.d0.loss_dice: 1.1058, decode.d1.loss_cls: 0.6424, decode.d1.loss_mask: 0.6507, decode.d1.loss_dice: 1.0140, decode.d2.loss_cls: 0.5825, decode.d2.loss_mask: 0.6370, decode.d2.loss_dice: 0.9849, decode.d3.loss_cls: 0.5665, decode.d3.loss_mask: 0.6267, decode.d3.loss_dice: 0.9535, decode.d4.loss_cls: 0.5504, decode.d4.loss_mask: 0.6287, decode.d4.loss_dice: 0.9543, decode.d5.loss_cls: 0.5443, decode.d5.loss_mask: 0.6280, decode.d5.loss_dice: 0.9513, decode.d6.loss_cls: 0.5456, decode.d6.loss_mask: 0.6234, decode.d6.loss_dice: 0.9417, decode.d7.loss_cls: 0.5372, decode.d7.loss_mask: 0.6246, decode.d7.loss_dice: 0.9442, decode.d8.loss_cls: 0.5350, decode.d8.loss_mask: 0.6257, decode.d8.loss_dice: 0.9437, loss: 23.6589 2022-04-26 11:21:23,406 - mmseg - INFO - Iter [34950/160000] lr: 1.122e-06, eta: 1 day, 14:23:59, time: 1.075, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5300, decode.loss_mask: 0.6216, decode.loss_dice: 0.9366, decode.d0.loss_cls: 2.5320, decode.d0.loss_mask: 0.6639, decode.d0.loss_dice: 1.0851, decode.d1.loss_cls: 0.6503, decode.d1.loss_mask: 0.6416, decode.d1.loss_dice: 0.9953, decode.d2.loss_cls: 0.5847, decode.d2.loss_mask: 0.6267, decode.d2.loss_dice: 0.9623, decode.d3.loss_cls: 0.5548, decode.d3.loss_mask: 0.6244, decode.d3.loss_dice: 0.9386, decode.d4.loss_cls: 0.5439, decode.d4.loss_mask: 0.6242, decode.d4.loss_dice: 0.9446, decode.d5.loss_cls: 0.5378, decode.d5.loss_mask: 0.6243, decode.d5.loss_dice: 0.9418, decode.d6.loss_cls: 0.5369, decode.d6.loss_mask: 0.6200, decode.d6.loss_dice: 0.9322, decode.d7.loss_cls: 0.5418, decode.d7.loss_mask: 0.6178, decode.d7.loss_dice: 0.9353, decode.d8.loss_cls: 0.5388, decode.d8.loss_mask: 0.6203, decode.d8.loss_dice: 0.9370, loss: 23.4448 2022-04-26 11:22:18,547 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 11:22:18,552 - mmseg - INFO - Iter [35000/160000] lr: 1.122e-06, eta: 1 day, 14:23:03, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5645, decode.loss_mask: 0.6239, decode.loss_dice: 0.9303, decode.d0.loss_cls: 2.5545, decode.d0.loss_mask: 0.6639, decode.d0.loss_dice: 1.0992, decode.d1.loss_cls: 0.6752, decode.d1.loss_mask: 0.6471, decode.d1.loss_dice: 1.0090, decode.d2.loss_cls: 0.6098, decode.d2.loss_mask: 0.6342, decode.d2.loss_dice: 0.9651, decode.d3.loss_cls: 0.5756, decode.d3.loss_mask: 0.6286, decode.d3.loss_dice: 0.9456, decode.d4.loss_cls: 0.5727, decode.d4.loss_mask: 0.6239, decode.d4.loss_dice: 0.9439, decode.d5.loss_cls: 0.5730, decode.d5.loss_mask: 0.6239, decode.d5.loss_dice: 0.9416, decode.d6.loss_cls: 0.5584, decode.d6.loss_mask: 0.6238, decode.d6.loss_dice: 0.9332, decode.d7.loss_cls: 0.5657, decode.d7.loss_mask: 0.6225, decode.d7.loss_dice: 0.9290, decode.d8.loss_cls: 0.5595, decode.d8.loss_mask: 0.6237, decode.d8.loss_dice: 0.9299, loss: 23.7513 2022-04-26 11:23:13,856 - mmseg - INFO - Iter [35050/160000] lr: 1.121e-06, eta: 1 day, 14:22:08, time: 1.106, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5568, decode.loss_mask: 0.6000, decode.loss_dice: 0.9158, decode.d0.loss_cls: 2.6294, decode.d0.loss_mask: 0.6409, decode.d0.loss_dice: 1.0936, decode.d1.loss_cls: 0.6888, decode.d1.loss_mask: 0.6200, decode.d1.loss_dice: 1.0034, decode.d2.loss_cls: 0.6172, decode.d2.loss_mask: 0.6064, decode.d2.loss_dice: 0.9574, decode.d3.loss_cls: 0.5775, decode.d3.loss_mask: 0.6023, decode.d3.loss_dice: 0.9325, decode.d4.loss_cls: 0.5711, decode.d4.loss_mask: 0.5982, decode.d4.loss_dice: 0.9271, decode.d5.loss_cls: 0.5589, decode.d5.loss_mask: 0.5992, decode.d5.loss_dice: 0.9294, decode.d6.loss_cls: 0.5551, decode.d6.loss_mask: 0.5983, decode.d6.loss_dice: 0.9196, decode.d7.loss_cls: 0.5496, decode.d7.loss_mask: 0.5995, decode.d7.loss_dice: 0.9239, decode.d8.loss_cls: 0.5502, decode.d8.loss_mask: 0.5992, decode.d8.loss_dice: 0.9229, loss: 23.4443 2022-04-26 11:24:08,572 - mmseg - INFO - Iter [35100/160000] lr: 1.121e-06, eta: 1 day, 14:21:11, time: 1.094, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5336, decode.loss_mask: 0.6229, decode.loss_dice: 0.9176, decode.d0.loss_cls: 2.5199, decode.d0.loss_mask: 0.6606, decode.d0.loss_dice: 1.0680, decode.d1.loss_cls: 0.6349, decode.d1.loss_mask: 0.6426, decode.d1.loss_dice: 0.9824, decode.d2.loss_cls: 0.5722, decode.d2.loss_mask: 0.6303, decode.d2.loss_dice: 0.9543, decode.d3.loss_cls: 0.5617, decode.d3.loss_mask: 0.6259, decode.d3.loss_dice: 0.9238, decode.d4.loss_cls: 0.5527, decode.d4.loss_mask: 0.6254, decode.d4.loss_dice: 0.9271, decode.d5.loss_cls: 0.5438, decode.d5.loss_mask: 0.6218, decode.d5.loss_dice: 0.9239, decode.d6.loss_cls: 0.5335, decode.d6.loss_mask: 0.6241, decode.d6.loss_dice: 0.9165, decode.d7.loss_cls: 0.5283, decode.d7.loss_mask: 0.6222, decode.d7.loss_dice: 0.9235, decode.d8.loss_cls: 0.5335, decode.d8.loss_mask: 0.6220, decode.d8.loss_dice: 0.9183, loss: 23.2673 2022-04-26 11:25:03,785 - mmseg - INFO - Iter [35150/160000] lr: 1.120e-06, eta: 1 day, 14:20:15, time: 1.104, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5435, decode.loss_mask: 0.6303, decode.loss_dice: 0.9271, decode.d0.loss_cls: 2.5538, decode.d0.loss_mask: 0.6758, decode.d0.loss_dice: 1.0729, decode.d1.loss_cls: 0.6438, decode.d1.loss_mask: 0.6618, decode.d1.loss_dice: 0.9961, decode.d2.loss_cls: 0.5924, decode.d2.loss_mask: 0.6461, decode.d2.loss_dice: 0.9564, decode.d3.loss_cls: 0.5618, decode.d3.loss_mask: 0.6343, decode.d3.loss_dice: 0.9366, decode.d4.loss_cls: 0.5596, decode.d4.loss_mask: 0.6353, decode.d4.loss_dice: 0.9370, decode.d5.loss_cls: 0.5550, decode.d5.loss_mask: 0.6321, decode.d5.loss_dice: 0.9272, decode.d6.loss_cls: 0.5476, decode.d6.loss_mask: 0.6345, decode.d6.loss_dice: 0.9270, decode.d7.loss_cls: 0.5473, decode.d7.loss_mask: 0.6308, decode.d7.loss_dice: 0.9290, decode.d8.loss_cls: 0.5448, decode.d8.loss_mask: 0.6339, decode.d8.loss_dice: 0.9346, loss: 23.6084 2022-04-26 11:25:59,181 - mmseg - INFO - Iter [35200/160000] lr: 1.120e-06, eta: 1 day, 14:19:20, time: 1.108, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5399, decode.loss_mask: 0.6324, decode.loss_dice: 0.9132, decode.d0.loss_cls: 2.5349, decode.d0.loss_mask: 0.6720, decode.d0.loss_dice: 1.0704, decode.d1.loss_cls: 0.6544, decode.d1.loss_mask: 0.6558, decode.d1.loss_dice: 0.9833, decode.d2.loss_cls: 0.5994, decode.d2.loss_mask: 0.6356, decode.d2.loss_dice: 0.9458, decode.d3.loss_cls: 0.5742, decode.d3.loss_mask: 0.6282, decode.d3.loss_dice: 0.9236, decode.d4.loss_cls: 0.5538, decode.d4.loss_mask: 0.6310, decode.d4.loss_dice: 0.9254, decode.d5.loss_cls: 0.5471, decode.d5.loss_mask: 0.6298, decode.d5.loss_dice: 0.9195, decode.d6.loss_cls: 0.5425, decode.d6.loss_mask: 0.6317, decode.d6.loss_dice: 0.9165, decode.d7.loss_cls: 0.5420, decode.d7.loss_mask: 0.6307, decode.d7.loss_dice: 0.9122, decode.d8.loss_cls: 0.5396, decode.d8.loss_mask: 0.6314, decode.d8.loss_dice: 0.9190, loss: 23.4352 2022-04-26 11:26:54,348 - mmseg - INFO - Iter [35250/160000] lr: 1.119e-06, eta: 1 day, 14:18:25, time: 1.103, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5636, decode.loss_mask: 0.6245, decode.loss_dice: 0.9384, decode.d0.loss_cls: 2.5398, decode.d0.loss_mask: 0.6702, decode.d0.loss_dice: 1.1060, decode.d1.loss_cls: 0.6684, decode.d1.loss_mask: 0.6475, decode.d1.loss_dice: 1.0125, decode.d2.loss_cls: 0.6021, decode.d2.loss_mask: 0.6337, decode.d2.loss_dice: 0.9734, decode.d3.loss_cls: 0.5842, decode.d3.loss_mask: 0.6291, decode.d3.loss_dice: 0.9461, decode.d4.loss_cls: 0.5742, decode.d4.loss_mask: 0.6286, decode.d4.loss_dice: 0.9489, decode.d5.loss_cls: 0.5605, decode.d5.loss_mask: 0.6269, decode.d5.loss_dice: 0.9485, decode.d6.loss_cls: 0.5486, decode.d6.loss_mask: 0.6251, decode.d6.loss_dice: 0.9449, decode.d7.loss_cls: 0.5494, decode.d7.loss_mask: 0.6245, decode.d7.loss_dice: 0.9468, decode.d8.loss_cls: 0.5537, decode.d8.loss_mask: 0.6240, decode.d8.loss_dice: 0.9461, loss: 23.7902 2022-04-26 11:27:49,423 - mmseg - INFO - Iter [35300/160000] lr: 1.119e-06, eta: 1 day, 14:17:29, time: 1.101, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5610, decode.loss_mask: 0.6286, decode.loss_dice: 0.9486, decode.d0.loss_cls: 2.5326, decode.d0.loss_mask: 0.6747, decode.d0.loss_dice: 1.1166, decode.d1.loss_cls: 0.6755, decode.d1.loss_mask: 0.6522, decode.d1.loss_dice: 1.0204, decode.d2.loss_cls: 0.6067, decode.d2.loss_mask: 0.6396, decode.d2.loss_dice: 0.9823, decode.d3.loss_cls: 0.5744, decode.d3.loss_mask: 0.6347, decode.d3.loss_dice: 0.9573, decode.d4.loss_cls: 0.5685, decode.d4.loss_mask: 0.6356, decode.d4.loss_dice: 0.9613, decode.d5.loss_cls: 0.5593, decode.d5.loss_mask: 0.6333, decode.d5.loss_dice: 0.9602, decode.d6.loss_cls: 0.5582, decode.d6.loss_mask: 0.6323, decode.d6.loss_dice: 0.9464, decode.d7.loss_cls: 0.5532, decode.d7.loss_mask: 0.6324, decode.d7.loss_dice: 0.9495, decode.d8.loss_cls: 0.5542, decode.d8.loss_mask: 0.6305, decode.d8.loss_dice: 0.9464, loss: 23.9264 2022-04-26 11:28:44,063 - mmseg - INFO - Iter [35350/160000] lr: 1.119e-06, eta: 1 day, 14:16:31, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5532, decode.loss_mask: 0.6102, decode.loss_dice: 0.9277, decode.d0.loss_cls: 2.5244, decode.d0.loss_mask: 0.6593, decode.d0.loss_dice: 1.0875, decode.d1.loss_cls: 0.6723, decode.d1.loss_mask: 0.6397, decode.d1.loss_dice: 1.0013, decode.d2.loss_cls: 0.5971, decode.d2.loss_mask: 0.6212, decode.d2.loss_dice: 0.9631, decode.d3.loss_cls: 0.5846, decode.d3.loss_mask: 0.6113, decode.d3.loss_dice: 0.9368, decode.d4.loss_cls: 0.5714, decode.d4.loss_mask: 0.6121, decode.d4.loss_dice: 0.9421, decode.d5.loss_cls: 0.5618, decode.d5.loss_mask: 0.6123, decode.d5.loss_dice: 0.9407, decode.d6.loss_cls: 0.5533, decode.d6.loss_mask: 0.6128, decode.d6.loss_dice: 0.9338, decode.d7.loss_cls: 0.5539, decode.d7.loss_mask: 0.6073, decode.d7.loss_dice: 0.9329, decode.d8.loss_cls: 0.5540, decode.d8.loss_mask: 0.6082, decode.d8.loss_dice: 0.9343, loss: 23.5206 2022-04-26 11:29:40,563 - mmseg - INFO - Iter [35400/160000] lr: 1.118e-06, eta: 1 day, 14:15:40, time: 1.130, data_time: 0.064, memory: 64049, decode.loss_cls: 0.5720, decode.loss_mask: 0.6430, decode.loss_dice: 0.9527, decode.d0.loss_cls: 2.5634, decode.d0.loss_mask: 0.6892, decode.d0.loss_dice: 1.1048, decode.d1.loss_cls: 0.7046, decode.d1.loss_mask: 0.6687, decode.d1.loss_dice: 1.0177, decode.d2.loss_cls: 0.6173, decode.d2.loss_mask: 0.6531, decode.d2.loss_dice: 0.9799, decode.d3.loss_cls: 0.5775, decode.d3.loss_mask: 0.6536, decode.d3.loss_dice: 0.9700, decode.d4.loss_cls: 0.5795, decode.d4.loss_mask: 0.6486, decode.d4.loss_dice: 0.9694, decode.d5.loss_cls: 0.5751, decode.d5.loss_mask: 0.6507, decode.d5.loss_dice: 0.9628, decode.d6.loss_cls: 0.5632, decode.d6.loss_mask: 0.6482, decode.d6.loss_dice: 0.9616, decode.d7.loss_cls: 0.5691, decode.d7.loss_mask: 0.6413, decode.d7.loss_dice: 0.9543, decode.d8.loss_cls: 0.5682, decode.d8.loss_mask: 0.6406, decode.d8.loss_dice: 0.9595, loss: 24.2593 2022-04-26 11:30:34,581 - mmseg - INFO - Iter [35450/160000] lr: 1.118e-06, eta: 1 day, 14:14:40, time: 1.080, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5482, decode.loss_mask: 0.6341, decode.loss_dice: 0.9559, decode.d0.loss_cls: 2.5382, decode.d0.loss_mask: 0.6724, decode.d0.loss_dice: 1.1066, decode.d1.loss_cls: 0.6662, decode.d1.loss_mask: 0.6548, decode.d1.loss_dice: 1.0325, decode.d2.loss_cls: 0.6086, decode.d2.loss_mask: 0.6432, decode.d2.loss_dice: 0.9880, decode.d3.loss_cls: 0.5738, decode.d3.loss_mask: 0.6332, decode.d3.loss_dice: 0.9663, decode.d4.loss_cls: 0.5670, decode.d4.loss_mask: 0.6299, decode.d4.loss_dice: 0.9658, decode.d5.loss_cls: 0.5564, decode.d5.loss_mask: 0.6316, decode.d5.loss_dice: 0.9630, decode.d6.loss_cls: 0.5499, decode.d6.loss_mask: 0.6326, decode.d6.loss_dice: 0.9562, decode.d7.loss_cls: 0.5420, decode.d7.loss_mask: 0.6310, decode.d7.loss_dice: 0.9571, decode.d8.loss_cls: 0.5459, decode.d8.loss_mask: 0.6351, decode.d8.loss_dice: 0.9592, loss: 23.9446 2022-04-26 11:31:28,257 - mmseg - INFO - Iter [35500/160000] lr: 1.117e-06, eta: 1 day, 14:13:40, time: 1.074, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5268, decode.loss_mask: 0.6041, decode.loss_dice: 0.9205, decode.d0.loss_cls: 2.5083, decode.d0.loss_mask: 0.6453, decode.d0.loss_dice: 1.0573, decode.d1.loss_cls: 0.6387, decode.d1.loss_mask: 0.6328, decode.d1.loss_dice: 0.9821, decode.d2.loss_cls: 0.5856, decode.d2.loss_mask: 0.6136, decode.d2.loss_dice: 0.9470, decode.d3.loss_cls: 0.5418, decode.d3.loss_mask: 0.6086, decode.d3.loss_dice: 0.9296, decode.d4.loss_cls: 0.5416, decode.d4.loss_mask: 0.6076, decode.d4.loss_dice: 0.9230, decode.d5.loss_cls: 0.5361, decode.d5.loss_mask: 0.6092, decode.d5.loss_dice: 0.9293, decode.d6.loss_cls: 0.5349, decode.d6.loss_mask: 0.6040, decode.d6.loss_dice: 0.9202, decode.d7.loss_cls: 0.5234, decode.d7.loss_mask: 0.6051, decode.d7.loss_dice: 0.9240, decode.d8.loss_cls: 0.5231, decode.d8.loss_mask: 0.6034, decode.d8.loss_dice: 0.9241, loss: 23.0511 2022-04-26 11:32:22,599 - mmseg - INFO - Iter [35550/160000] lr: 1.117e-06, eta: 1 day, 14:12:41, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5202, decode.loss_mask: 0.6060, decode.loss_dice: 0.9144, decode.d0.loss_cls: 2.5595, decode.d0.loss_mask: 0.6475, decode.d0.loss_dice: 1.0672, decode.d1.loss_cls: 0.6304, decode.d1.loss_mask: 0.6285, decode.d1.loss_dice: 0.9818, decode.d2.loss_cls: 0.5676, decode.d2.loss_mask: 0.6104, decode.d2.loss_dice: 0.9460, decode.d3.loss_cls: 0.5627, decode.d3.loss_mask: 0.6056, decode.d3.loss_dice: 0.9237, decode.d4.loss_cls: 0.5378, decode.d4.loss_mask: 0.6092, decode.d4.loss_dice: 0.9261, decode.d5.loss_cls: 0.5342, decode.d5.loss_mask: 0.6063, decode.d5.loss_dice: 0.9251, decode.d6.loss_cls: 0.5289, decode.d6.loss_mask: 0.6075, decode.d6.loss_dice: 0.9201, decode.d7.loss_cls: 0.5357, decode.d7.loss_mask: 0.6049, decode.d7.loss_dice: 0.9198, decode.d8.loss_cls: 0.5359, decode.d8.loss_mask: 0.6039, decode.d8.loss_dice: 0.9193, loss: 23.0860 2022-04-26 11:33:17,262 - mmseg - INFO - Iter [35600/160000] lr: 1.116e-06, eta: 1 day, 14:11:44, time: 1.094, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5495, decode.loss_mask: 0.6174, decode.loss_dice: 0.9416, decode.d0.loss_cls: 2.5406, decode.d0.loss_mask: 0.6536, decode.d0.loss_dice: 1.0922, decode.d1.loss_cls: 0.6714, decode.d1.loss_mask: 0.6342, decode.d1.loss_dice: 1.0064, decode.d2.loss_cls: 0.6058, decode.d2.loss_mask: 0.6209, decode.d2.loss_dice: 0.9687, decode.d3.loss_cls: 0.5759, decode.d3.loss_mask: 0.6195, decode.d3.loss_dice: 0.9462, decode.d4.loss_cls: 0.5651, decode.d4.loss_mask: 0.6187, decode.d4.loss_dice: 0.9462, decode.d5.loss_cls: 0.5545, decode.d5.loss_mask: 0.6171, decode.d5.loss_dice: 0.9455, decode.d6.loss_cls: 0.5534, decode.d6.loss_mask: 0.6162, decode.d6.loss_dice: 0.9363, decode.d7.loss_cls: 0.5477, decode.d7.loss_mask: 0.6170, decode.d7.loss_dice: 0.9398, decode.d8.loss_cls: 0.5451, decode.d8.loss_mask: 0.6196, decode.d8.loss_dice: 0.9385, loss: 23.6049 2022-04-26 11:34:11,908 - mmseg - INFO - Iter [35650/160000] lr: 1.116e-06, eta: 1 day, 14:10:46, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5242, decode.loss_mask: 0.5947, decode.loss_dice: 0.9248, decode.d0.loss_cls: 2.4995, decode.d0.loss_mask: 0.6420, decode.d0.loss_dice: 1.0804, decode.d1.loss_cls: 0.6397, decode.d1.loss_mask: 0.6151, decode.d1.loss_dice: 0.9911, decode.d2.loss_cls: 0.5691, decode.d2.loss_mask: 0.6051, decode.d2.loss_dice: 0.9602, decode.d3.loss_cls: 0.5430, decode.d3.loss_mask: 0.5994, decode.d3.loss_dice: 0.9327, decode.d4.loss_cls: 0.5366, decode.d4.loss_mask: 0.5990, decode.d4.loss_dice: 0.9324, decode.d5.loss_cls: 0.5190, decode.d5.loss_mask: 0.5973, decode.d5.loss_dice: 0.9317, decode.d6.loss_cls: 0.5173, decode.d6.loss_mask: 0.5980, decode.d6.loss_dice: 0.9252, decode.d7.loss_cls: 0.5232, decode.d7.loss_mask: 0.5953, decode.d7.loss_dice: 0.9241, decode.d8.loss_cls: 0.5218, decode.d8.loss_mask: 0.5945, decode.d8.loss_dice: 0.9276, loss: 22.9642 2022-04-26 11:35:05,990 - mmseg - INFO - Iter [35700/160000] lr: 1.115e-06, eta: 1 day, 14:09:47, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5366, decode.loss_mask: 0.5832, decode.loss_dice: 0.9139, decode.d0.loss_cls: 2.5262, decode.d0.loss_mask: 0.6221, decode.d0.loss_dice: 1.0624, decode.d1.loss_cls: 0.6443, decode.d1.loss_mask: 0.6111, decode.d1.loss_dice: 0.9798, decode.d2.loss_cls: 0.5897, decode.d2.loss_mask: 0.5949, decode.d2.loss_dice: 0.9430, decode.d3.loss_cls: 0.5556, decode.d3.loss_mask: 0.5911, decode.d3.loss_dice: 0.9219, decode.d4.loss_cls: 0.5505, decode.d4.loss_mask: 0.5898, decode.d4.loss_dice: 0.9261, decode.d5.loss_cls: 0.5482, decode.d5.loss_mask: 0.5900, decode.d5.loss_dice: 0.9222, decode.d6.loss_cls: 0.5441, decode.d6.loss_mask: 0.5837, decode.d6.loss_dice: 0.9103, decode.d7.loss_cls: 0.5472, decode.d7.loss_mask: 0.5833, decode.d7.loss_dice: 0.9109, decode.d8.loss_cls: 0.5385, decode.d8.loss_mask: 0.5853, decode.d8.loss_dice: 0.9143, loss: 22.9203 2022-04-26 11:36:00,286 - mmseg - INFO - Iter [35750/160000] lr: 1.115e-06, eta: 1 day, 14:08:48, time: 1.086, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5683, decode.loss_mask: 0.6414, decode.loss_dice: 0.9856, decode.d0.loss_cls: 2.5887, decode.d0.loss_mask: 0.6885, decode.d0.loss_dice: 1.1625, decode.d1.loss_cls: 0.7007, decode.d1.loss_mask: 0.6572, decode.d1.loss_dice: 1.0538, decode.d2.loss_cls: 0.6257, decode.d2.loss_mask: 0.6496, decode.d2.loss_dice: 1.0170, decode.d3.loss_cls: 0.6035, decode.d3.loss_mask: 0.6433, decode.d3.loss_dice: 0.9914, decode.d4.loss_cls: 0.5924, decode.d4.loss_mask: 0.6396, decode.d4.loss_dice: 0.9906, decode.d5.loss_cls: 0.5780, decode.d5.loss_mask: 0.6385, decode.d5.loss_dice: 0.9908, decode.d6.loss_cls: 0.5739, decode.d6.loss_mask: 0.6377, decode.d6.loss_dice: 0.9864, decode.d7.loss_cls: 0.5733, decode.d7.loss_mask: 0.6385, decode.d7.loss_dice: 0.9881, decode.d8.loss_cls: 0.5735, decode.d8.loss_mask: 0.6422, decode.d8.loss_dice: 0.9853, loss: 24.6061 2022-04-26 11:36:55,157 - mmseg - INFO - Iter [35800/160000] lr: 1.115e-06, eta: 1 day, 14:07:52, time: 1.097, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5002, decode.loss_mask: 0.5886, decode.loss_dice: 0.8979, decode.d0.loss_cls: 2.5316, decode.d0.loss_mask: 0.6344, decode.d0.loss_dice: 1.0561, decode.d1.loss_cls: 0.6223, decode.d1.loss_mask: 0.6171, decode.d1.loss_dice: 0.9683, decode.d2.loss_cls: 0.5588, decode.d2.loss_mask: 0.6065, decode.d2.loss_dice: 0.9324, decode.d3.loss_cls: 0.5266, decode.d3.loss_mask: 0.6016, decode.d3.loss_dice: 0.9130, decode.d4.loss_cls: 0.5185, decode.d4.loss_mask: 0.5991, decode.d4.loss_dice: 0.9095, decode.d5.loss_cls: 0.5134, decode.d5.loss_mask: 0.5944, decode.d5.loss_dice: 0.9106, decode.d6.loss_cls: 0.5075, decode.d6.loss_mask: 0.5936, decode.d6.loss_dice: 0.9024, decode.d7.loss_cls: 0.5076, decode.d7.loss_mask: 0.5893, decode.d7.loss_dice: 0.8961, decode.d8.loss_cls: 0.5055, decode.d8.loss_mask: 0.5913, decode.d8.loss_dice: 0.9006, loss: 22.5949 2022-04-26 11:37:48,905 - mmseg - INFO - Iter [35850/160000] lr: 1.114e-06, eta: 1 day, 14:06:51, time: 1.075, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5065, decode.loss_mask: 0.6119, decode.loss_dice: 0.8895, decode.d0.loss_cls: 2.4180, decode.d0.loss_mask: 0.6465, decode.d0.loss_dice: 1.0383, decode.d1.loss_cls: 0.5975, decode.d1.loss_mask: 0.6344, decode.d1.loss_dice: 0.9507, decode.d2.loss_cls: 0.5505, decode.d2.loss_mask: 0.6175, decode.d2.loss_dice: 0.9252, decode.d3.loss_cls: 0.5230, decode.d3.loss_mask: 0.6074, decode.d3.loss_dice: 0.9018, decode.d4.loss_cls: 0.5107, decode.d4.loss_mask: 0.6114, decode.d4.loss_dice: 0.8987, decode.d5.loss_cls: 0.5107, decode.d5.loss_mask: 0.6058, decode.d5.loss_dice: 0.8984, decode.d6.loss_cls: 0.5021, decode.d6.loss_mask: 0.6107, decode.d6.loss_dice: 0.8920, decode.d7.loss_cls: 0.5020, decode.d7.loss_mask: 0.6074, decode.d7.loss_dice: 0.8936, decode.d8.loss_cls: 0.4978, decode.d8.loss_mask: 0.6089, decode.d8.loss_dice: 0.8972, loss: 22.4662 2022-04-26 11:38:42,695 - mmseg - INFO - Iter [35900/160000] lr: 1.114e-06, eta: 1 day, 14:05:51, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5369, decode.loss_mask: 0.6137, decode.loss_dice: 0.9321, decode.d0.loss_cls: 2.4792, decode.d0.loss_mask: 0.6550, decode.d0.loss_dice: 1.0728, decode.d1.loss_cls: 0.6387, decode.d1.loss_mask: 0.6318, decode.d1.loss_dice: 0.9917, decode.d2.loss_cls: 0.5891, decode.d2.loss_mask: 0.6249, decode.d2.loss_dice: 0.9549, decode.d3.loss_cls: 0.5614, decode.d3.loss_mask: 0.6151, decode.d3.loss_dice: 0.9397, decode.d4.loss_cls: 0.5493, decode.d4.loss_mask: 0.6162, decode.d4.loss_dice: 0.9412, decode.d5.loss_cls: 0.5369, decode.d5.loss_mask: 0.6177, decode.d5.loss_dice: 0.9427, decode.d6.loss_cls: 0.5364, decode.d6.loss_mask: 0.6140, decode.d6.loss_dice: 0.9324, decode.d7.loss_cls: 0.5325, decode.d7.loss_mask: 0.6140, decode.d7.loss_dice: 0.9333, decode.d8.loss_cls: 0.5314, decode.d8.loss_mask: 0.6141, decode.d8.loss_dice: 0.9337, loss: 23.2826 2022-04-26 11:39:36,325 - mmseg - INFO - Iter [35950/160000] lr: 1.113e-06, eta: 1 day, 14:04:50, time: 1.073, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5502, decode.loss_mask: 0.6166, decode.loss_dice: 0.9223, decode.d0.loss_cls: 2.4768, decode.d0.loss_mask: 0.6637, decode.d0.loss_dice: 1.0792, decode.d1.loss_cls: 0.6394, decode.d1.loss_mask: 0.6477, decode.d1.loss_dice: 0.9920, decode.d2.loss_cls: 0.5939, decode.d2.loss_mask: 0.6324, decode.d2.loss_dice: 0.9546, decode.d3.loss_cls: 0.5678, decode.d3.loss_mask: 0.6231, decode.d3.loss_dice: 0.9288, decode.d4.loss_cls: 0.5591, decode.d4.loss_mask: 0.6192, decode.d4.loss_dice: 0.9364, decode.d5.loss_cls: 0.5548, decode.d5.loss_mask: 0.6181, decode.d5.loss_dice: 0.9316, decode.d6.loss_cls: 0.5524, decode.d6.loss_mask: 0.6130, decode.d6.loss_dice: 0.9302, decode.d7.loss_cls: 0.5532, decode.d7.loss_mask: 0.6149, decode.d7.loss_dice: 0.9299, decode.d8.loss_cls: 0.5510, decode.d8.loss_mask: 0.6124, decode.d8.loss_dice: 0.9256, loss: 23.3902 2022-04-26 11:40:31,419 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 11:40:31,429 - mmseg - INFO - Iter [36000/160000] lr: 1.113e-06, eta: 1 day, 14:03:54, time: 1.102, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5186, decode.loss_mask: 0.6285, decode.loss_dice: 0.9248, decode.d0.loss_cls: 2.5212, decode.d0.loss_mask: 0.6603, decode.d0.loss_dice: 1.0712, decode.d1.loss_cls: 0.6240, decode.d1.loss_mask: 0.6457, decode.d1.loss_dice: 0.9825, decode.d2.loss_cls: 0.5671, decode.d2.loss_mask: 0.6383, decode.d2.loss_dice: 0.9538, decode.d3.loss_cls: 0.5374, decode.d3.loss_mask: 0.6289, decode.d3.loss_dice: 0.9398, decode.d4.loss_cls: 0.5251, decode.d4.loss_mask: 0.6289, decode.d4.loss_dice: 0.9355, decode.d5.loss_cls: 0.5223, decode.d5.loss_mask: 0.6268, decode.d5.loss_dice: 0.9278, decode.d6.loss_cls: 0.5199, decode.d6.loss_mask: 0.6258, decode.d6.loss_dice: 0.9214, decode.d7.loss_cls: 0.5204, decode.d7.loss_mask: 0.6250, decode.d7.loss_dice: 0.9223, decode.d8.loss_cls: 0.5191, decode.d8.loss_mask: 0.6257, decode.d8.loss_dice: 0.9229, loss: 23.2109 2022-04-26 11:41:25,987 - mmseg - INFO - Iter [36050/160000] lr: 1.112e-06, eta: 1 day, 14:02:56, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5154, decode.loss_mask: 0.6156, decode.loss_dice: 0.9067, decode.d0.loss_cls: 2.4981, decode.d0.loss_mask: 0.6601, decode.d0.loss_dice: 1.0608, decode.d1.loss_cls: 0.6202, decode.d1.loss_mask: 0.6378, decode.d1.loss_dice: 0.9728, decode.d2.loss_cls: 0.5669, decode.d2.loss_mask: 0.6227, decode.d2.loss_dice: 0.9343, decode.d3.loss_cls: 0.5399, decode.d3.loss_mask: 0.6192, decode.d3.loss_dice: 0.9132, decode.d4.loss_cls: 0.5256, decode.d4.loss_mask: 0.6178, decode.d4.loss_dice: 0.9113, decode.d5.loss_cls: 0.5223, decode.d5.loss_mask: 0.6157, decode.d5.loss_dice: 0.9127, decode.d6.loss_cls: 0.5130, decode.d6.loss_mask: 0.6141, decode.d6.loss_dice: 0.9092, decode.d7.loss_cls: 0.5176, decode.d7.loss_mask: 0.6125, decode.d7.loss_dice: 0.9032, decode.d8.loss_cls: 0.5178, decode.d8.loss_mask: 0.6126, decode.d8.loss_dice: 0.9031, loss: 22.8920 2022-04-26 11:42:20,793 - mmseg - INFO - Iter [36100/160000] lr: 1.112e-06, eta: 1 day, 14:02:00, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5379, decode.loss_mask: 0.6175, decode.loss_dice: 0.9260, decode.d0.loss_cls: 2.5275, decode.d0.loss_mask: 0.6692, decode.d0.loss_dice: 1.0926, decode.d1.loss_cls: 0.6638, decode.d1.loss_mask: 0.6395, decode.d1.loss_dice: 0.9907, decode.d2.loss_cls: 0.5943, decode.d2.loss_mask: 0.6258, decode.d2.loss_dice: 0.9551, decode.d3.loss_cls: 0.5571, decode.d3.loss_mask: 0.6215, decode.d3.loss_dice: 0.9381, decode.d4.loss_cls: 0.5475, decode.d4.loss_mask: 0.6194, decode.d4.loss_dice: 0.9378, decode.d5.loss_cls: 0.5454, decode.d5.loss_mask: 0.6173, decode.d5.loss_dice: 0.9352, decode.d6.loss_cls: 0.5366, decode.d6.loss_mask: 0.6186, decode.d6.loss_dice: 0.9262, decode.d7.loss_cls: 0.5357, decode.d7.loss_mask: 0.6153, decode.d7.loss_dice: 0.9298, decode.d8.loss_cls: 0.5361, decode.d8.loss_mask: 0.6145, decode.d8.loss_dice: 0.9254, loss: 23.3975 2022-04-26 11:43:15,398 - mmseg - INFO - Iter [36150/160000] lr: 1.111e-06, eta: 1 day, 14:01:02, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5569, decode.loss_mask: 0.6175, decode.loss_dice: 0.9504, decode.d0.loss_cls: 2.5406, decode.d0.loss_mask: 0.6674, decode.d0.loss_dice: 1.0999, decode.d1.loss_cls: 0.6744, decode.d1.loss_mask: 0.6437, decode.d1.loss_dice: 1.0112, decode.d2.loss_cls: 0.6072, decode.d2.loss_mask: 0.6265, decode.d2.loss_dice: 0.9749, decode.d3.loss_cls: 0.5822, decode.d3.loss_mask: 0.6191, decode.d3.loss_dice: 0.9558, decode.d4.loss_cls: 0.5701, decode.d4.loss_mask: 0.6214, decode.d4.loss_dice: 0.9592, decode.d5.loss_cls: 0.5706, decode.d5.loss_mask: 0.6193, decode.d5.loss_dice: 0.9538, decode.d6.loss_cls: 0.5573, decode.d6.loss_mask: 0.6155, decode.d6.loss_dice: 0.9439, decode.d7.loss_cls: 0.5601, decode.d7.loss_mask: 0.6153, decode.d7.loss_dice: 0.9446, decode.d8.loss_cls: 0.5563, decode.d8.loss_mask: 0.6170, decode.d8.loss_dice: 0.9408, loss: 23.7728 2022-04-26 11:44:10,085 - mmseg - INFO - Iter [36200/160000] lr: 1.111e-06, eta: 1 day, 14:00:05, time: 1.094, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5322, decode.loss_mask: 0.6191, decode.loss_dice: 0.8890, decode.d0.loss_cls: 2.5220, decode.d0.loss_mask: 0.6692, decode.d0.loss_dice: 1.0537, decode.d1.loss_cls: 0.6453, decode.d1.loss_mask: 0.6385, decode.d1.loss_dice: 0.9576, decode.d2.loss_cls: 0.5821, decode.d2.loss_mask: 0.6230, decode.d2.loss_dice: 0.9203, decode.d3.loss_cls: 0.5528, decode.d3.loss_mask: 0.6158, decode.d3.loss_dice: 0.8968, decode.d4.loss_cls: 0.5419, decode.d4.loss_mask: 0.6192, decode.d4.loss_dice: 0.9013, decode.d5.loss_cls: 0.5331, decode.d5.loss_mask: 0.6172, decode.d5.loss_dice: 0.8998, decode.d6.loss_cls: 0.5267, decode.d6.loss_mask: 0.6208, decode.d6.loss_dice: 0.8947, decode.d7.loss_cls: 0.5338, decode.d7.loss_mask: 0.6165, decode.d7.loss_dice: 0.8964, decode.d8.loss_cls: 0.5260, decode.d8.loss_mask: 0.6185, decode.d8.loss_dice: 0.8915, loss: 22.9550 2022-04-26 11:45:04,166 - mmseg - INFO - Iter [36250/160000] lr: 1.111e-06, eta: 1 day, 13:59:06, time: 1.082, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5418, decode.loss_mask: 0.6176, decode.loss_dice: 0.9279, decode.d0.loss_cls: 2.4794, decode.d0.loss_mask: 0.6595, decode.d0.loss_dice: 1.0754, decode.d1.loss_cls: 0.6517, decode.d1.loss_mask: 0.6366, decode.d1.loss_dice: 0.9858, decode.d2.loss_cls: 0.5949, decode.d2.loss_mask: 0.6235, decode.d2.loss_dice: 0.9526, decode.d3.loss_cls: 0.5713, decode.d3.loss_mask: 0.6203, decode.d3.loss_dice: 0.9325, decode.d4.loss_cls: 0.5595, decode.d4.loss_mask: 0.6194, decode.d4.loss_dice: 0.9295, decode.d5.loss_cls: 0.5507, decode.d5.loss_mask: 0.6207, decode.d5.loss_dice: 0.9288, decode.d6.loss_cls: 0.5444, decode.d6.loss_mask: 0.6182, decode.d6.loss_dice: 0.9260, decode.d7.loss_cls: 0.5485, decode.d7.loss_mask: 0.6177, decode.d7.loss_dice: 0.9264, decode.d8.loss_cls: 0.5414, decode.d8.loss_mask: 0.6188, decode.d8.loss_dice: 0.9274, loss: 23.3482 2022-04-26 11:45:58,679 - mmseg - INFO - Iter [36300/160000] lr: 1.110e-06, eta: 1 day, 13:58:08, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5625, decode.loss_mask: 0.6366, decode.loss_dice: 0.9619, decode.d0.loss_cls: 2.4498, decode.d0.loss_mask: 0.6717, decode.d0.loss_dice: 1.1164, decode.d1.loss_cls: 0.6642, decode.d1.loss_mask: 0.6527, decode.d1.loss_dice: 1.0188, decode.d2.loss_cls: 0.6103, decode.d2.loss_mask: 0.6427, decode.d2.loss_dice: 0.9814, decode.d3.loss_cls: 0.5819, decode.d3.loss_mask: 0.6356, decode.d3.loss_dice: 0.9628, decode.d4.loss_cls: 0.5673, decode.d4.loss_mask: 0.6335, decode.d4.loss_dice: 0.9709, decode.d5.loss_cls: 0.5817, decode.d5.loss_mask: 0.6310, decode.d5.loss_dice: 0.9654, decode.d6.loss_cls: 0.5671, decode.d6.loss_mask: 0.6358, decode.d6.loss_dice: 0.9564, decode.d7.loss_cls: 0.5571, decode.d7.loss_mask: 0.6373, decode.d7.loss_dice: 0.9564, decode.d8.loss_cls: 0.5577, decode.d8.loss_mask: 0.6392, decode.d8.loss_dice: 0.9578, loss: 23.9640 2022-04-26 11:46:52,793 - mmseg - INFO - Iter [36350/160000] lr: 1.110e-06, eta: 1 day, 13:57:09, time: 1.082, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5531, decode.loss_mask: 0.6195, decode.loss_dice: 0.9494, decode.d0.loss_cls: 2.5646, decode.d0.loss_mask: 0.6693, decode.d0.loss_dice: 1.1142, decode.d1.loss_cls: 0.6512, decode.d1.loss_mask: 0.6419, decode.d1.loss_dice: 1.0135, decode.d2.loss_cls: 0.5930, decode.d2.loss_mask: 0.6300, decode.d2.loss_dice: 0.9820, decode.d3.loss_cls: 0.5714, decode.d3.loss_mask: 0.6258, decode.d3.loss_dice: 0.9564, decode.d4.loss_cls: 0.5659, decode.d4.loss_mask: 0.6226, decode.d4.loss_dice: 0.9531, decode.d5.loss_cls: 0.5594, decode.d5.loss_mask: 0.6216, decode.d5.loss_dice: 0.9514, decode.d6.loss_cls: 0.5547, decode.d6.loss_mask: 0.6161, decode.d6.loss_dice: 0.9443, decode.d7.loss_cls: 0.5556, decode.d7.loss_mask: 0.6191, decode.d7.loss_dice: 0.9428, decode.d8.loss_cls: 0.5519, decode.d8.loss_mask: 0.6192, decode.d8.loss_dice: 0.9498, loss: 23.7629 2022-04-26 11:47:47,657 - mmseg - INFO - Iter [36400/160000] lr: 1.109e-06, eta: 1 day, 13:56:12, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5325, decode.loss_mask: 0.6136, decode.loss_dice: 0.9243, decode.d0.loss_cls: 2.4868, decode.d0.loss_mask: 0.6504, decode.d0.loss_dice: 1.0784, decode.d1.loss_cls: 0.6338, decode.d1.loss_mask: 0.6333, decode.d1.loss_dice: 0.9895, decode.d2.loss_cls: 0.5761, decode.d2.loss_mask: 0.6216, decode.d2.loss_dice: 0.9574, decode.d3.loss_cls: 0.5546, decode.d3.loss_mask: 0.6137, decode.d3.loss_dice: 0.9302, decode.d4.loss_cls: 0.5429, decode.d4.loss_mask: 0.6101, decode.d4.loss_dice: 0.9236, decode.d5.loss_cls: 0.5423, decode.d5.loss_mask: 0.6085, decode.d5.loss_dice: 0.9248, decode.d6.loss_cls: 0.5248, decode.d6.loss_mask: 0.6087, decode.d6.loss_dice: 0.9264, decode.d7.loss_cls: 0.5285, decode.d7.loss_mask: 0.6071, decode.d7.loss_dice: 0.9240, decode.d8.loss_cls: 0.5260, decode.d8.loss_mask: 0.6098, decode.d8.loss_dice: 0.9226, loss: 23.1264 2022-04-26 11:48:41,892 - mmseg - INFO - Iter [36450/160000] lr: 1.109e-06, eta: 1 day, 13:55:14, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5337, decode.loss_mask: 0.6043, decode.loss_dice: 0.9252, decode.d0.loss_cls: 2.4829, decode.d0.loss_mask: 0.6513, decode.d0.loss_dice: 1.0863, decode.d1.loss_cls: 0.6315, decode.d1.loss_mask: 0.6270, decode.d1.loss_dice: 1.0009, decode.d2.loss_cls: 0.5740, decode.d2.loss_mask: 0.6161, decode.d2.loss_dice: 0.9529, decode.d3.loss_cls: 0.5496, decode.d3.loss_mask: 0.6093, decode.d3.loss_dice: 0.9378, decode.d4.loss_cls: 0.5436, decode.d4.loss_mask: 0.6087, decode.d4.loss_dice: 0.9323, decode.d5.loss_cls: 0.5291, decode.d5.loss_mask: 0.6076, decode.d5.loss_dice: 0.9345, decode.d6.loss_cls: 0.5402, decode.d6.loss_mask: 0.6028, decode.d6.loss_dice: 0.9242, decode.d7.loss_cls: 0.5284, decode.d7.loss_mask: 0.6048, decode.d7.loss_dice: 0.9238, decode.d8.loss_cls: 0.5257, decode.d8.loss_mask: 0.6038, decode.d8.loss_dice: 0.9277, loss: 23.1198 2022-04-26 11:49:36,804 - mmseg - INFO - Iter [36500/160000] lr: 1.108e-06, eta: 1 day, 13:54:17, time: 1.098, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5920, decode.loss_mask: 0.6212, decode.loss_dice: 0.9731, decode.d0.loss_cls: 2.5331, decode.d0.loss_mask: 0.6631, decode.d0.loss_dice: 1.1325, decode.d1.loss_cls: 0.7033, decode.d1.loss_mask: 0.6440, decode.d1.loss_dice: 1.0404, decode.d2.loss_cls: 0.6410, decode.d2.loss_mask: 0.6300, decode.d2.loss_dice: 1.0043, decode.d3.loss_cls: 0.6177, decode.d3.loss_mask: 0.6219, decode.d3.loss_dice: 0.9793, decode.d4.loss_cls: 0.6047, decode.d4.loss_mask: 0.6231, decode.d4.loss_dice: 0.9793, decode.d5.loss_cls: 0.6056, decode.d5.loss_mask: 0.6230, decode.d5.loss_dice: 0.9813, decode.d6.loss_cls: 0.5938, decode.d6.loss_mask: 0.6249, decode.d6.loss_dice: 0.9772, decode.d7.loss_cls: 0.5943, decode.d7.loss_mask: 0.6206, decode.d7.loss_dice: 0.9735, decode.d8.loss_cls: 0.5941, decode.d8.loss_mask: 0.6224, decode.d8.loss_dice: 0.9759, loss: 24.3906 2022-04-26 11:50:30,298 - mmseg - INFO - Iter [36550/160000] lr: 1.108e-06, eta: 1 day, 13:53:16, time: 1.070, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5033, decode.loss_mask: 0.6024, decode.loss_dice: 0.9091, decode.d0.loss_cls: 2.5145, decode.d0.loss_mask: 0.6535, decode.d0.loss_dice: 1.0734, decode.d1.loss_cls: 0.6245, decode.d1.loss_mask: 0.6300, decode.d1.loss_dice: 0.9776, decode.d2.loss_cls: 0.5511, decode.d2.loss_mask: 0.6161, decode.d2.loss_dice: 0.9452, decode.d3.loss_cls: 0.5194, decode.d3.loss_mask: 0.6063, decode.d3.loss_dice: 0.9239, decode.d4.loss_cls: 0.5143, decode.d4.loss_mask: 0.6062, decode.d4.loss_dice: 0.9238, decode.d5.loss_cls: 0.5164, decode.d5.loss_mask: 0.6049, decode.d5.loss_dice: 0.9153, decode.d6.loss_cls: 0.5116, decode.d6.loss_mask: 0.6013, decode.d6.loss_dice: 0.9135, decode.d7.loss_cls: 0.5102, decode.d7.loss_mask: 0.6010, decode.d7.loss_dice: 0.9084, decode.d8.loss_cls: 0.5135, decode.d8.loss_mask: 0.6002, decode.d8.loss_dice: 0.9081, loss: 22.7989 2022-04-26 11:51:24,687 - mmseg - INFO - Iter [36600/160000] lr: 1.107e-06, eta: 1 day, 13:52:18, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5456, decode.loss_mask: 0.6144, decode.loss_dice: 0.9551, decode.d0.loss_cls: 2.5267, decode.d0.loss_mask: 0.6560, decode.d0.loss_dice: 1.1111, decode.d1.loss_cls: 0.6581, decode.d1.loss_mask: 0.6395, decode.d1.loss_dice: 1.0195, decode.d2.loss_cls: 0.6043, decode.d2.loss_mask: 0.6228, decode.d2.loss_dice: 0.9854, decode.d3.loss_cls: 0.5737, decode.d3.loss_mask: 0.6120, decode.d3.loss_dice: 0.9619, decode.d4.loss_cls: 0.5674, decode.d4.loss_mask: 0.6144, decode.d4.loss_dice: 0.9620, decode.d5.loss_cls: 0.5554, decode.d5.loss_mask: 0.6137, decode.d5.loss_dice: 0.9568, decode.d6.loss_cls: 0.5500, decode.d6.loss_mask: 0.6131, decode.d6.loss_dice: 0.9503, decode.d7.loss_cls: 0.5482, decode.d7.loss_mask: 0.6136, decode.d7.loss_dice: 0.9553, decode.d8.loss_cls: 0.5451, decode.d8.loss_mask: 0.6109, decode.d8.loss_dice: 0.9590, loss: 23.7011 2022-04-26 11:52:23,651 - mmseg - INFO - Iter [36650/160000] lr: 1.107e-06, eta: 1 day, 13:51:35, time: 1.179, data_time: 0.067, memory: 64049, decode.loss_cls: 0.5174, decode.loss_mask: 0.6128, decode.loss_dice: 0.9176, decode.d0.loss_cls: 2.5009, decode.d0.loss_mask: 0.6506, decode.d0.loss_dice: 1.0753, decode.d1.loss_cls: 0.6371, decode.d1.loss_mask: 0.6283, decode.d1.loss_dice: 0.9818, decode.d2.loss_cls: 0.5679, decode.d2.loss_mask: 0.6205, decode.d2.loss_dice: 0.9529, decode.d3.loss_cls: 0.5404, decode.d3.loss_mask: 0.6108, decode.d3.loss_dice: 0.9263, decode.d4.loss_cls: 0.5290, decode.d4.loss_mask: 0.6124, decode.d4.loss_dice: 0.9209, decode.d5.loss_cls: 0.5210, decode.d5.loss_mask: 0.6114, decode.d5.loss_dice: 0.9240, decode.d6.loss_cls: 0.5128, decode.d6.loss_mask: 0.6143, decode.d6.loss_dice: 0.9192, decode.d7.loss_cls: 0.5131, decode.d7.loss_mask: 0.6113, decode.d7.loss_dice: 0.9156, decode.d8.loss_cls: 0.5097, decode.d8.loss_mask: 0.6111, decode.d8.loss_dice: 0.9205, loss: 22.9870 2022-04-26 11:53:19,956 - mmseg - INFO - Iter [36700/160000] lr: 1.106e-06, eta: 1 day, 13:50:44, time: 1.126, data_time: 0.014, memory: 64049, decode.loss_cls: 0.5216, decode.loss_mask: 0.6020, decode.loss_dice: 0.9212, decode.d0.loss_cls: 2.4949, decode.d0.loss_mask: 0.6489, decode.d0.loss_dice: 1.0822, decode.d1.loss_cls: 0.6403, decode.d1.loss_mask: 0.6337, decode.d1.loss_dice: 1.0015, decode.d2.loss_cls: 0.5836, decode.d2.loss_mask: 0.6129, decode.d2.loss_dice: 0.9603, decode.d3.loss_cls: 0.5475, decode.d3.loss_mask: 0.6053, decode.d3.loss_dice: 0.9361, decode.d4.loss_cls: 0.5287, decode.d4.loss_mask: 0.6029, decode.d4.loss_dice: 0.9330, decode.d5.loss_cls: 0.5304, decode.d5.loss_mask: 0.5974, decode.d5.loss_dice: 0.9315, decode.d6.loss_cls: 0.5244, decode.d6.loss_mask: 0.6000, decode.d6.loss_dice: 0.9192, decode.d7.loss_cls: 0.5284, decode.d7.loss_mask: 0.6005, decode.d7.loss_dice: 0.9230, decode.d8.loss_cls: 0.5228, decode.d8.loss_mask: 0.6002, decode.d8.loss_dice: 0.9285, loss: 23.0630 2022-04-26 11:54:15,155 - mmseg - INFO - Iter [36750/160000] lr: 1.106e-06, eta: 1 day, 13:49:48, time: 1.104, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4953, decode.loss_mask: 0.6123, decode.loss_dice: 0.9161, decode.d0.loss_cls: 2.4328, decode.d0.loss_mask: 0.6591, decode.d0.loss_dice: 1.0592, decode.d1.loss_cls: 0.6172, decode.d1.loss_mask: 0.6293, decode.d1.loss_dice: 0.9782, decode.d2.loss_cls: 0.5516, decode.d2.loss_mask: 0.6148, decode.d2.loss_dice: 0.9453, decode.d3.loss_cls: 0.5292, decode.d3.loss_mask: 0.6085, decode.d3.loss_dice: 0.9178, decode.d4.loss_cls: 0.5056, decode.d4.loss_mask: 0.6104, decode.d4.loss_dice: 0.9240, decode.d5.loss_cls: 0.4979, decode.d5.loss_mask: 0.6093, decode.d5.loss_dice: 0.9247, decode.d6.loss_cls: 0.4986, decode.d6.loss_mask: 0.6132, decode.d6.loss_dice: 0.9141, decode.d7.loss_cls: 0.4939, decode.d7.loss_mask: 0.6125, decode.d7.loss_dice: 0.9190, decode.d8.loss_cls: 0.4889, decode.d8.loss_mask: 0.6100, decode.d8.loss_dice: 0.9141, loss: 22.7027 2022-04-26 11:55:10,677 - mmseg - INFO - Iter [36800/160000] lr: 1.106e-06, eta: 1 day, 13:48:54, time: 1.110, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4973, decode.loss_mask: 0.5682, decode.loss_dice: 0.8907, decode.d0.loss_cls: 2.5178, decode.d0.loss_mask: 0.6059, decode.d0.loss_dice: 1.0476, decode.d1.loss_cls: 0.6209, decode.d1.loss_mask: 0.5923, decode.d1.loss_dice: 0.9603, decode.d2.loss_cls: 0.5494, decode.d2.loss_mask: 0.5744, decode.d2.loss_dice: 0.9179, decode.d3.loss_cls: 0.5258, decode.d3.loss_mask: 0.5697, decode.d3.loss_dice: 0.8989, decode.d4.loss_cls: 0.5096, decode.d4.loss_mask: 0.5709, decode.d4.loss_dice: 0.8990, decode.d5.loss_cls: 0.5006, decode.d5.loss_mask: 0.5661, decode.d5.loss_dice: 0.8969, decode.d6.loss_cls: 0.4968, decode.d6.loss_mask: 0.5658, decode.d6.loss_dice: 0.8911, decode.d7.loss_cls: 0.4946, decode.d7.loss_mask: 0.5667, decode.d7.loss_dice: 0.8907, decode.d8.loss_cls: 0.4973, decode.d8.loss_mask: 0.5679, decode.d8.loss_dice: 0.8915, loss: 22.1427 2022-04-26 11:56:06,263 - mmseg - INFO - Iter [36850/160000] lr: 1.105e-06, eta: 1 day, 13:48:00, time: 1.112, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5140, decode.loss_mask: 0.5937, decode.loss_dice: 0.9446, decode.d0.loss_cls: 2.5118, decode.d0.loss_mask: 0.6313, decode.d0.loss_dice: 1.0929, decode.d1.loss_cls: 0.6237, decode.d1.loss_mask: 0.6177, decode.d1.loss_dice: 1.0054, decode.d2.loss_cls: 0.5744, decode.d2.loss_mask: 0.6013, decode.d2.loss_dice: 0.9597, decode.d3.loss_cls: 0.5398, decode.d3.loss_mask: 0.5979, decode.d3.loss_dice: 0.9505, decode.d4.loss_cls: 0.5382, decode.d4.loss_mask: 0.5946, decode.d4.loss_dice: 0.9536, decode.d5.loss_cls: 0.5148, decode.d5.loss_mask: 0.5942, decode.d5.loss_dice: 0.9510, decode.d6.loss_cls: 0.5207, decode.d6.loss_mask: 0.5899, decode.d6.loss_dice: 0.9424, decode.d7.loss_cls: 0.5257, decode.d7.loss_mask: 0.5910, decode.d7.loss_dice: 0.9401, decode.d8.loss_cls: 0.5116, decode.d8.loss_mask: 0.5909, decode.d8.loss_dice: 0.9476, loss: 23.0649 2022-04-26 11:57:01,809 - mmseg - INFO - Iter [36900/160000] lr: 1.105e-06, eta: 1 day, 13:47:05, time: 1.111, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5277, decode.loss_mask: 0.6314, decode.loss_dice: 0.9470, decode.d0.loss_cls: 2.5097, decode.d0.loss_mask: 0.6748, decode.d0.loss_dice: 1.0984, decode.d1.loss_cls: 0.6516, decode.d1.loss_mask: 0.6542, decode.d1.loss_dice: 1.0045, decode.d2.loss_cls: 0.5916, decode.d2.loss_mask: 0.6392, decode.d2.loss_dice: 0.9695, decode.d3.loss_cls: 0.5565, decode.d3.loss_mask: 0.6317, decode.d3.loss_dice: 0.9555, decode.d4.loss_cls: 0.5393, decode.d4.loss_mask: 0.6293, decode.d4.loss_dice: 0.9523, decode.d5.loss_cls: 0.5415, decode.d5.loss_mask: 0.6310, decode.d5.loss_dice: 0.9449, decode.d6.loss_cls: 0.5426, decode.d6.loss_mask: 0.6323, decode.d6.loss_dice: 0.9460, decode.d7.loss_cls: 0.5355, decode.d7.loss_mask: 0.6313, decode.d7.loss_dice: 0.9421, decode.d8.loss_cls: 0.5337, decode.d8.loss_mask: 0.6299, decode.d8.loss_dice: 0.9368, loss: 23.6117 2022-04-26 11:57:56,634 - mmseg - INFO - Iter [36950/160000] lr: 1.104e-06, eta: 1 day, 13:46:09, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5222, decode.loss_mask: 0.6066, decode.loss_dice: 0.9242, decode.d0.loss_cls: 2.4755, decode.d0.loss_mask: 0.6546, decode.d0.loss_dice: 1.0730, decode.d1.loss_cls: 0.6285, decode.d1.loss_mask: 0.6271, decode.d1.loss_dice: 0.9863, decode.d2.loss_cls: 0.5630, decode.d2.loss_mask: 0.6201, decode.d2.loss_dice: 0.9524, decode.d3.loss_cls: 0.5325, decode.d3.loss_mask: 0.6135, decode.d3.loss_dice: 0.9307, decode.d4.loss_cls: 0.5230, decode.d4.loss_mask: 0.6130, decode.d4.loss_dice: 0.9323, decode.d5.loss_cls: 0.5278, decode.d5.loss_mask: 0.6083, decode.d5.loss_dice: 0.9269, decode.d6.loss_cls: 0.5161, decode.d6.loss_mask: 0.6104, decode.d6.loss_dice: 0.9273, decode.d7.loss_cls: 0.5208, decode.d7.loss_mask: 0.6091, decode.d7.loss_dice: 0.9211, decode.d8.loss_cls: 0.5153, decode.d8.loss_mask: 0.6090, decode.d8.loss_dice: 0.9257, loss: 22.9965 2022-04-26 11:58:51,325 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 11:58:51,326 - mmseg - INFO - Iter [37000/160000] lr: 1.104e-06, eta: 1 day, 13:45:12, time: 1.094, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5431, decode.loss_mask: 0.6074, decode.loss_dice: 0.9502, decode.d0.loss_cls: 2.5714, decode.d0.loss_mask: 0.6494, decode.d0.loss_dice: 1.0968, decode.d1.loss_cls: 0.6450, decode.d1.loss_mask: 0.6366, decode.d1.loss_dice: 1.0159, decode.d2.loss_cls: 0.5955, decode.d2.loss_mask: 0.6188, decode.d2.loss_dice: 0.9824, decode.d3.loss_cls: 0.5653, decode.d3.loss_mask: 0.6134, decode.d3.loss_dice: 0.9616, decode.d4.loss_cls: 0.5455, decode.d4.loss_mask: 0.6103, decode.d4.loss_dice: 0.9627, decode.d5.loss_cls: 0.5429, decode.d5.loss_mask: 0.6101, decode.d5.loss_dice: 0.9564, decode.d6.loss_cls: 0.5430, decode.d6.loss_mask: 0.6092, decode.d6.loss_dice: 0.9486, decode.d7.loss_cls: 0.5419, decode.d7.loss_mask: 0.6108, decode.d7.loss_dice: 0.9480, decode.d8.loss_cls: 0.5432, decode.d8.loss_mask: 0.6076, decode.d8.loss_dice: 0.9456, loss: 23.5786 2022-04-26 11:59:46,689 - mmseg - INFO - Iter [37050/160000] lr: 1.103e-06, eta: 1 day, 13:44:17, time: 1.107, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5163, decode.loss_mask: 0.6256, decode.loss_dice: 0.9458, decode.d0.loss_cls: 2.4410, decode.d0.loss_mask: 0.6709, decode.d0.loss_dice: 1.0954, decode.d1.loss_cls: 0.6310, decode.d1.loss_mask: 0.6482, decode.d1.loss_dice: 1.0158, decode.d2.loss_cls: 0.5684, decode.d2.loss_mask: 0.6396, decode.d2.loss_dice: 0.9773, decode.d3.loss_cls: 0.5422, decode.d3.loss_mask: 0.6337, decode.d3.loss_dice: 0.9555, decode.d4.loss_cls: 0.5342, decode.d4.loss_mask: 0.6336, decode.d4.loss_dice: 0.9515, decode.d5.loss_cls: 0.5201, decode.d5.loss_mask: 0.6280, decode.d5.loss_dice: 0.9476, decode.d6.loss_cls: 0.5107, decode.d6.loss_mask: 0.6289, decode.d6.loss_dice: 0.9416, decode.d7.loss_cls: 0.5176, decode.d7.loss_mask: 0.6277, decode.d7.loss_dice: 0.9416, decode.d8.loss_cls: 0.5070, decode.d8.loss_mask: 0.6279, decode.d8.loss_dice: 0.9463, loss: 23.3709 2022-04-26 12:00:44,026 - mmseg - INFO - Iter [37100/160000] lr: 1.103e-06, eta: 1 day, 13:43:28, time: 1.147, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4939, decode.loss_mask: 0.5948, decode.loss_dice: 0.8977, decode.d0.loss_cls: 2.4188, decode.d0.loss_mask: 0.6466, decode.d0.loss_dice: 1.0487, decode.d1.loss_cls: 0.6056, decode.d1.loss_mask: 0.6230, decode.d1.loss_dice: 0.9567, decode.d2.loss_cls: 0.5423, decode.d2.loss_mask: 0.6060, decode.d2.loss_dice: 0.9267, decode.d3.loss_cls: 0.5130, decode.d3.loss_mask: 0.5996, decode.d3.loss_dice: 0.9002, decode.d4.loss_cls: 0.5010, decode.d4.loss_mask: 0.5967, decode.d4.loss_dice: 0.9009, decode.d5.loss_cls: 0.5015, decode.d5.loss_mask: 0.5957, decode.d5.loss_dice: 0.8972, decode.d6.loss_cls: 0.4902, decode.d6.loss_mask: 0.5968, decode.d6.loss_dice: 0.8927, decode.d7.loss_cls: 0.4899, decode.d7.loss_mask: 0.5970, decode.d7.loss_dice: 0.8955, decode.d8.loss_cls: 0.4880, decode.d8.loss_mask: 0.5959, decode.d8.loss_dice: 0.8988, loss: 22.3113 2022-04-26 12:01:39,799 - mmseg - INFO - Iter [37150/160000] lr: 1.102e-06, eta: 1 day, 13:42:35, time: 1.116, data_time: 0.018, memory: 64049, decode.loss_cls: 0.5481, decode.loss_mask: 0.6207, decode.loss_dice: 0.9211, decode.d0.loss_cls: 2.4903, decode.d0.loss_mask: 0.6720, decode.d0.loss_dice: 1.0774, decode.d1.loss_cls: 0.6574, decode.d1.loss_mask: 0.6423, decode.d1.loss_dice: 0.9857, decode.d2.loss_cls: 0.5951, decode.d2.loss_mask: 0.6325, decode.d2.loss_dice: 0.9510, decode.d3.loss_cls: 0.5752, decode.d3.loss_mask: 0.6266, decode.d3.loss_dice: 0.9283, decode.d4.loss_cls: 0.5607, decode.d4.loss_mask: 0.6232, decode.d4.loss_dice: 0.9305, decode.d5.loss_cls: 0.5607, decode.d5.loss_mask: 0.6244, decode.d5.loss_dice: 0.9279, decode.d6.loss_cls: 0.5502, decode.d6.loss_mask: 0.6235, decode.d6.loss_dice: 0.9237, decode.d7.loss_cls: 0.5558, decode.d7.loss_mask: 0.6231, decode.d7.loss_dice: 0.9257, decode.d8.loss_cls: 0.5414, decode.d8.loss_mask: 0.6259, decode.d8.loss_dice: 0.9261, loss: 23.4466 2022-04-26 12:02:35,413 - mmseg - INFO - Iter [37200/160000] lr: 1.102e-06, eta: 1 day, 13:41:41, time: 1.112, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5375, decode.loss_mask: 0.6041, decode.loss_dice: 0.9141, decode.d0.loss_cls: 2.5193, decode.d0.loss_mask: 0.6395, decode.d0.loss_dice: 1.0698, decode.d1.loss_cls: 0.6446, decode.d1.loss_mask: 0.6267, decode.d1.loss_dice: 0.9773, decode.d2.loss_cls: 0.5912, decode.d2.loss_mask: 0.6147, decode.d2.loss_dice: 0.9453, decode.d3.loss_cls: 0.5603, decode.d3.loss_mask: 0.6069, decode.d3.loss_dice: 0.9240, decode.d4.loss_cls: 0.5506, decode.d4.loss_mask: 0.6031, decode.d4.loss_dice: 0.9164, decode.d5.loss_cls: 0.5400, decode.d5.loss_mask: 0.6042, decode.d5.loss_dice: 0.9152, decode.d6.loss_cls: 0.5368, decode.d6.loss_mask: 0.6032, decode.d6.loss_dice: 0.9057, decode.d7.loss_cls: 0.5367, decode.d7.loss_mask: 0.6042, decode.d7.loss_dice: 0.9063, decode.d8.loss_cls: 0.5417, decode.d8.loss_mask: 0.6026, decode.d8.loss_dice: 0.9078, loss: 23.0500 2022-04-26 12:03:30,706 - mmseg - INFO - Iter [37250/160000] lr: 1.102e-06, eta: 1 day, 13:40:46, time: 1.106, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5281, decode.loss_mask: 0.6104, decode.loss_dice: 0.9323, decode.d0.loss_cls: 2.5310, decode.d0.loss_mask: 0.6525, decode.d0.loss_dice: 1.0940, decode.d1.loss_cls: 0.6398, decode.d1.loss_mask: 0.6317, decode.d1.loss_dice: 1.0026, decode.d2.loss_cls: 0.5728, decode.d2.loss_mask: 0.6174, decode.d2.loss_dice: 0.9674, decode.d3.loss_cls: 0.5516, decode.d3.loss_mask: 0.6127, decode.d3.loss_dice: 0.9453, decode.d4.loss_cls: 0.5411, decode.d4.loss_mask: 0.6124, decode.d4.loss_dice: 0.9402, decode.d5.loss_cls: 0.5391, decode.d5.loss_mask: 0.6066, decode.d5.loss_dice: 0.9400, decode.d6.loss_cls: 0.5337, decode.d6.loss_mask: 0.6085, decode.d6.loss_dice: 0.9329, decode.d7.loss_cls: 0.5300, decode.d7.loss_mask: 0.6079, decode.d7.loss_dice: 0.9360, decode.d8.loss_cls: 0.5294, decode.d8.loss_mask: 0.6083, decode.d8.loss_dice: 0.9348, loss: 23.2904 2022-04-26 12:04:25,596 - mmseg - INFO - Iter [37300/160000] lr: 1.101e-06, eta: 1 day, 13:39:49, time: 1.098, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5280, decode.loss_mask: 0.6100, decode.loss_dice: 0.9375, decode.d0.loss_cls: 2.4664, decode.d0.loss_mask: 0.6597, decode.d0.loss_dice: 1.0952, decode.d1.loss_cls: 0.6593, decode.d1.loss_mask: 0.6342, decode.d1.loss_dice: 1.0021, decode.d2.loss_cls: 0.5895, decode.d2.loss_mask: 0.6168, decode.d2.loss_dice: 0.9616, decode.d3.loss_cls: 0.5567, decode.d3.loss_mask: 0.6125, decode.d3.loss_dice: 0.9397, decode.d4.loss_cls: 0.5385, decode.d4.loss_mask: 0.6082, decode.d4.loss_dice: 0.9386, decode.d5.loss_cls: 0.5353, decode.d5.loss_mask: 0.6078, decode.d5.loss_dice: 0.9425, decode.d6.loss_cls: 0.5322, decode.d6.loss_mask: 0.6066, decode.d6.loss_dice: 0.9332, decode.d7.loss_cls: 0.5359, decode.d7.loss_mask: 0.6075, decode.d7.loss_dice: 0.9353, decode.d8.loss_cls: 0.5284, decode.d8.loss_mask: 0.6113, decode.d8.loss_dice: 0.9345, loss: 23.2649 2022-04-26 12:05:20,656 - mmseg - INFO - Iter [37350/160000] lr: 1.101e-06, eta: 1 day, 13:38:53, time: 1.101, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5341, decode.loss_mask: 0.6080, decode.loss_dice: 0.9310, decode.d0.loss_cls: 2.4864, decode.d0.loss_mask: 0.6660, decode.d0.loss_dice: 1.0886, decode.d1.loss_cls: 0.6454, decode.d1.loss_mask: 0.6362, decode.d1.loss_dice: 0.9861, decode.d2.loss_cls: 0.5845, decode.d2.loss_mask: 0.6218, decode.d2.loss_dice: 0.9547, decode.d3.loss_cls: 0.5561, decode.d3.loss_mask: 0.6104, decode.d3.loss_dice: 0.9342, decode.d4.loss_cls: 0.5408, decode.d4.loss_mask: 0.6096, decode.d4.loss_dice: 0.9362, decode.d5.loss_cls: 0.5379, decode.d5.loss_mask: 0.6117, decode.d5.loss_dice: 0.9286, decode.d6.loss_cls: 0.5282, decode.d6.loss_mask: 0.6082, decode.d6.loss_dice: 0.9318, decode.d7.loss_cls: 0.5244, decode.d7.loss_mask: 0.6072, decode.d7.loss_dice: 0.9328, decode.d8.loss_cls: 0.5307, decode.d8.loss_mask: 0.6069, decode.d8.loss_dice: 0.9283, loss: 23.2068 2022-04-26 12:06:16,128 - mmseg - INFO - Iter [37400/160000] lr: 1.100e-06, eta: 1 day, 13:37:59, time: 1.108, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5274, decode.loss_mask: 0.6279, decode.loss_dice: 0.9281, decode.d0.loss_cls: 2.4552, decode.d0.loss_mask: 0.6746, decode.d0.loss_dice: 1.0720, decode.d1.loss_cls: 0.6296, decode.d1.loss_mask: 0.6497, decode.d1.loss_dice: 0.9963, decode.d2.loss_cls: 0.5905, decode.d2.loss_mask: 0.6319, decode.d2.loss_dice: 0.9594, decode.d3.loss_cls: 0.5556, decode.d3.loss_mask: 0.6277, decode.d3.loss_dice: 0.9394, decode.d4.loss_cls: 0.5534, decode.d4.loss_mask: 0.6266, decode.d4.loss_dice: 0.9402, decode.d5.loss_cls: 0.5408, decode.d5.loss_mask: 0.6272, decode.d5.loss_dice: 0.9368, decode.d6.loss_cls: 0.5443, decode.d6.loss_mask: 0.6219, decode.d6.loss_dice: 0.9267, decode.d7.loss_cls: 0.5279, decode.d7.loss_mask: 0.6261, decode.d7.loss_dice: 0.9314, decode.d8.loss_cls: 0.5230, decode.d8.loss_mask: 0.6274, decode.d8.loss_dice: 0.9277, loss: 23.3469 2022-04-26 12:07:11,044 - mmseg - INFO - Iter [37450/160000] lr: 1.100e-06, eta: 1 day, 13:37:02, time: 1.100, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5073, decode.loss_mask: 0.6214, decode.loss_dice: 0.9502, decode.d0.loss_cls: 2.4521, decode.d0.loss_mask: 0.6612, decode.d0.loss_dice: 1.1069, decode.d1.loss_cls: 0.6224, decode.d1.loss_mask: 0.6393, decode.d1.loss_dice: 1.0234, decode.d2.loss_cls: 0.5628, decode.d2.loss_mask: 0.6279, decode.d2.loss_dice: 0.9825, decode.d3.loss_cls: 0.5349, decode.d3.loss_mask: 0.6210, decode.d3.loss_dice: 0.9607, decode.d4.loss_cls: 0.5252, decode.d4.loss_mask: 0.6154, decode.d4.loss_dice: 0.9635, decode.d5.loss_cls: 0.5189, decode.d5.loss_mask: 0.6153, decode.d5.loss_dice: 0.9614, decode.d6.loss_cls: 0.5156, decode.d6.loss_mask: 0.6175, decode.d6.loss_dice: 0.9537, decode.d7.loss_cls: 0.5177, decode.d7.loss_mask: 0.6153, decode.d7.loss_dice: 0.9502, decode.d8.loss_cls: 0.5081, decode.d8.loss_mask: 0.6195, decode.d8.loss_dice: 0.9554, loss: 23.3268 2022-04-26 12:08:05,229 - mmseg - INFO - Iter [37500/160000] lr: 1.099e-06, eta: 1 day, 13:36:04, time: 1.084, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5474, decode.loss_mask: 0.6317, decode.loss_dice: 0.9506, decode.d0.loss_cls: 2.4780, decode.d0.loss_mask: 0.6683, decode.d0.loss_dice: 1.1066, decode.d1.loss_cls: 0.6571, decode.d1.loss_mask: 0.6508, decode.d1.loss_dice: 1.0138, decode.d2.loss_cls: 0.5954, decode.d2.loss_mask: 0.6374, decode.d2.loss_dice: 0.9794, decode.d3.loss_cls: 0.5673, decode.d3.loss_mask: 0.6329, decode.d3.loss_dice: 0.9603, decode.d4.loss_cls: 0.5583, decode.d4.loss_mask: 0.6328, decode.d4.loss_dice: 0.9594, decode.d5.loss_cls: 0.5615, decode.d5.loss_mask: 0.6321, decode.d5.loss_dice: 0.9535, decode.d6.loss_cls: 0.5587, decode.d6.loss_mask: 0.6318, decode.d6.loss_dice: 0.9473, decode.d7.loss_cls: 0.5493, decode.d7.loss_mask: 0.6326, decode.d7.loss_dice: 0.9551, decode.d8.loss_cls: 0.5523, decode.d8.loss_mask: 0.6330, decode.d8.loss_dice: 0.9568, loss: 23.7913 2022-04-26 12:09:00,377 - mmseg - INFO - Iter [37550/160000] lr: 1.099e-06, eta: 1 day, 13:35:08, time: 1.103, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4990, decode.loss_mask: 0.6081, decode.loss_dice: 0.9276, decode.d0.loss_cls: 2.4746, decode.d0.loss_mask: 0.6551, decode.d0.loss_dice: 1.0659, decode.d1.loss_cls: 0.6287, decode.d1.loss_mask: 0.6315, decode.d1.loss_dice: 0.9849, decode.d2.loss_cls: 0.5560, decode.d2.loss_mask: 0.6184, decode.d2.loss_dice: 0.9495, decode.d3.loss_cls: 0.5258, decode.d3.loss_mask: 0.6100, decode.d3.loss_dice: 0.9347, decode.d4.loss_cls: 0.5147, decode.d4.loss_mask: 0.6111, decode.d4.loss_dice: 0.9294, decode.d5.loss_cls: 0.5082, decode.d5.loss_mask: 0.6115, decode.d5.loss_dice: 0.9247, decode.d6.loss_cls: 0.4995, decode.d6.loss_mask: 0.6106, decode.d6.loss_dice: 0.9248, decode.d7.loss_cls: 0.4992, decode.d7.loss_mask: 0.6103, decode.d7.loss_dice: 0.9271, decode.d8.loss_cls: 0.5077, decode.d8.loss_mask: 0.6083, decode.d8.loss_dice: 0.9222, loss: 22.8790 2022-04-26 12:09:54,829 - mmseg - INFO - Iter [37600/160000] lr: 1.098e-06, eta: 1 day, 13:34:10, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4959, decode.loss_mask: 0.6334, decode.loss_dice: 0.9186, decode.d0.loss_cls: 2.4471, decode.d0.loss_mask: 0.6776, decode.d0.loss_dice: 1.0748, decode.d1.loss_cls: 0.6165, decode.d1.loss_mask: 0.6593, decode.d1.loss_dice: 0.9817, decode.d2.loss_cls: 0.5370, decode.d2.loss_mask: 0.6442, decode.d2.loss_dice: 0.9522, decode.d3.loss_cls: 0.5173, decode.d3.loss_mask: 0.6359, decode.d3.loss_dice: 0.9295, decode.d4.loss_cls: 0.5045, decode.d4.loss_mask: 0.6342, decode.d4.loss_dice: 0.9285, decode.d5.loss_cls: 0.5019, decode.d5.loss_mask: 0.6326, decode.d5.loss_dice: 0.9238, decode.d6.loss_cls: 0.4900, decode.d6.loss_mask: 0.6313, decode.d6.loss_dice: 0.9105, decode.d7.loss_cls: 0.5000, decode.d7.loss_mask: 0.6308, decode.d7.loss_dice: 0.9126, decode.d8.loss_cls: 0.4913, decode.d8.loss_mask: 0.6389, decode.d8.loss_dice: 0.9247, loss: 22.9763 2022-04-26 12:10:49,236 - mmseg - INFO - Iter [37650/160000] lr: 1.098e-06, eta: 1 day, 13:33:12, time: 1.088, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5230, decode.loss_mask: 0.6158, decode.loss_dice: 0.9206, decode.d0.loss_cls: 2.5083, decode.d0.loss_mask: 0.6637, decode.d0.loss_dice: 1.0789, decode.d1.loss_cls: 0.6381, decode.d1.loss_mask: 0.6369, decode.d1.loss_dice: 0.9885, decode.d2.loss_cls: 0.5702, decode.d2.loss_mask: 0.6265, decode.d2.loss_dice: 0.9563, decode.d3.loss_cls: 0.5362, decode.d3.loss_mask: 0.6203, decode.d3.loss_dice: 0.9327, decode.d4.loss_cls: 0.5361, decode.d4.loss_mask: 0.6183, decode.d4.loss_dice: 0.9335, decode.d5.loss_cls: 0.5310, decode.d5.loss_mask: 0.6152, decode.d5.loss_dice: 0.9264, decode.d6.loss_cls: 0.5182, decode.d6.loss_mask: 0.6214, decode.d6.loss_dice: 0.9228, decode.d7.loss_cls: 0.5130, decode.d7.loss_mask: 0.6184, decode.d7.loss_dice: 0.9225, decode.d8.loss_cls: 0.5112, decode.d8.loss_mask: 0.6163, decode.d8.loss_dice: 0.9243, loss: 23.1444 2022-04-26 12:11:45,408 - mmseg - INFO - Iter [37700/160000] lr: 1.097e-06, eta: 1 day, 13:32:20, time: 1.123, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5535, decode.loss_mask: 0.6293, decode.loss_dice: 0.9472, decode.d0.loss_cls: 2.5228, decode.d0.loss_mask: 0.6643, decode.d0.loss_dice: 1.0970, decode.d1.loss_cls: 0.6636, decode.d1.loss_mask: 0.6501, decode.d1.loss_dice: 1.0179, decode.d2.loss_cls: 0.5968, decode.d2.loss_mask: 0.6363, decode.d2.loss_dice: 0.9820, decode.d3.loss_cls: 0.5630, decode.d3.loss_mask: 0.6281, decode.d3.loss_dice: 0.9627, decode.d4.loss_cls: 0.5611, decode.d4.loss_mask: 0.6267, decode.d4.loss_dice: 0.9490, decode.d5.loss_cls: 0.5503, decode.d5.loss_mask: 0.6255, decode.d5.loss_dice: 0.9466, decode.d6.loss_cls: 0.5477, decode.d6.loss_mask: 0.6227, decode.d6.loss_dice: 0.9397, decode.d7.loss_cls: 0.5512, decode.d7.loss_mask: 0.6261, decode.d7.loss_dice: 0.9421, decode.d8.loss_cls: 0.5591, decode.d8.loss_mask: 0.6251, decode.d8.loss_dice: 0.9432, loss: 23.7305 2022-04-26 12:12:41,544 - mmseg - INFO - Iter [37750/160000] lr: 1.097e-06, eta: 1 day, 13:31:28, time: 1.123, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5354, decode.loss_mask: 0.6388, decode.loss_dice: 0.9424, decode.d0.loss_cls: 2.4604, decode.d0.loss_mask: 0.6754, decode.d0.loss_dice: 1.0890, decode.d1.loss_cls: 0.6529, decode.d1.loss_mask: 0.6624, decode.d1.loss_dice: 1.0094, decode.d2.loss_cls: 0.5817, decode.d2.loss_mask: 0.6515, decode.d2.loss_dice: 0.9731, decode.d3.loss_cls: 0.5612, decode.d3.loss_mask: 0.6461, decode.d3.loss_dice: 0.9528, decode.d4.loss_cls: 0.5514, decode.d4.loss_mask: 0.6455, decode.d4.loss_dice: 0.9534, decode.d5.loss_cls: 0.5464, decode.d5.loss_mask: 0.6423, decode.d5.loss_dice: 0.9491, decode.d6.loss_cls: 0.5426, decode.d6.loss_mask: 0.6405, decode.d6.loss_dice: 0.9427, decode.d7.loss_cls: 0.5314, decode.d7.loss_mask: 0.6394, decode.d7.loss_dice: 0.9484, decode.d8.loss_cls: 0.5345, decode.d8.loss_mask: 0.6388, decode.d8.loss_dice: 0.9486, loss: 23.6877 2022-04-26 12:13:37,229 - mmseg - INFO - Iter [37800/160000] lr: 1.097e-06, eta: 1 day, 13:30:33, time: 1.112, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4900, decode.loss_mask: 0.6256, decode.loss_dice: 0.9245, decode.d0.loss_cls: 2.3898, decode.d0.loss_mask: 0.6827, decode.d0.loss_dice: 1.0873, decode.d1.loss_cls: 0.6034, decode.d1.loss_mask: 0.6540, decode.d1.loss_dice: 0.9857, decode.d2.loss_cls: 0.5417, decode.d2.loss_mask: 0.6438, decode.d2.loss_dice: 0.9579, decode.d3.loss_cls: 0.5176, decode.d3.loss_mask: 0.6282, decode.d3.loss_dice: 0.9343, decode.d4.loss_cls: 0.5025, decode.d4.loss_mask: 0.6235, decode.d4.loss_dice: 0.9361, decode.d5.loss_cls: 0.4992, decode.d5.loss_mask: 0.6258, decode.d5.loss_dice: 0.9309, decode.d6.loss_cls: 0.5028, decode.d6.loss_mask: 0.6258, decode.d6.loss_dice: 0.9259, decode.d7.loss_cls: 0.4931, decode.d7.loss_mask: 0.6279, decode.d7.loss_dice: 0.9323, decode.d8.loss_cls: 0.4929, decode.d8.loss_mask: 0.6261, decode.d8.loss_dice: 0.9298, loss: 22.9412 2022-04-26 12:14:32,936 - mmseg - INFO - Iter [37850/160000] lr: 1.096e-06, eta: 1 day, 13:29:40, time: 1.116, data_time: 0.018, memory: 64049, decode.loss_cls: 0.5451, decode.loss_mask: 0.5917, decode.loss_dice: 0.9031, decode.d0.loss_cls: 2.5372, decode.d0.loss_mask: 0.6354, decode.d0.loss_dice: 1.0553, decode.d1.loss_cls: 0.6794, decode.d1.loss_mask: 0.6058, decode.d1.loss_dice: 0.9577, decode.d2.loss_cls: 0.6047, decode.d2.loss_mask: 0.5920, decode.d2.loss_dice: 0.9242, decode.d3.loss_cls: 0.5870, decode.d3.loss_mask: 0.5899, decode.d3.loss_dice: 0.9080, decode.d4.loss_cls: 0.5699, decode.d4.loss_mask: 0.5896, decode.d4.loss_dice: 0.9083, decode.d5.loss_cls: 0.5594, decode.d5.loss_mask: 0.5902, decode.d5.loss_dice: 0.9052, decode.d6.loss_cls: 0.5551, decode.d6.loss_mask: 0.5860, decode.d6.loss_dice: 0.8964, decode.d7.loss_cls: 0.5471, decode.d7.loss_mask: 0.5881, decode.d7.loss_dice: 0.8977, decode.d8.loss_cls: 0.5446, decode.d8.loss_mask: 0.5897, decode.d8.loss_dice: 0.9025, loss: 22.9466 2022-04-26 12:15:32,494 - mmseg - INFO - Iter [37900/160000] lr: 1.096e-06, eta: 1 day, 13:28:59, time: 1.191, data_time: 0.069, memory: 64049, decode.loss_cls: 0.5324, decode.loss_mask: 0.6032, decode.loss_dice: 0.9267, decode.d0.loss_cls: 2.4882, decode.d0.loss_mask: 0.6412, decode.d0.loss_dice: 1.0743, decode.d1.loss_cls: 0.6476, decode.d1.loss_mask: 0.6236, decode.d1.loss_dice: 0.9914, decode.d2.loss_cls: 0.5794, decode.d2.loss_mask: 0.6103, decode.d2.loss_dice: 0.9510, decode.d3.loss_cls: 0.5505, decode.d3.loss_mask: 0.6054, decode.d3.loss_dice: 0.9372, decode.d4.loss_cls: 0.5433, decode.d4.loss_mask: 0.6078, decode.d4.loss_dice: 0.9403, decode.d5.loss_cls: 0.5332, decode.d5.loss_mask: 0.6058, decode.d5.loss_dice: 0.9347, decode.d6.loss_cls: 0.5350, decode.d6.loss_mask: 0.6044, decode.d6.loss_dice: 0.9319, decode.d7.loss_cls: 0.5326, decode.d7.loss_mask: 0.6043, decode.d7.loss_dice: 0.9348, decode.d8.loss_cls: 0.5322, decode.d8.loss_mask: 0.6037, decode.d8.loss_dice: 0.9340, loss: 23.1403 2022-04-26 12:16:28,210 - mmseg - INFO - Iter [37950/160000] lr: 1.095e-06, eta: 1 day, 13:28:05, time: 1.114, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5408, decode.loss_mask: 0.5853, decode.loss_dice: 0.9286, decode.d0.loss_cls: 2.5284, decode.d0.loss_mask: 0.6364, decode.d0.loss_dice: 1.0932, decode.d1.loss_cls: 0.6317, decode.d1.loss_mask: 0.6091, decode.d1.loss_dice: 1.0013, decode.d2.loss_cls: 0.5883, decode.d2.loss_mask: 0.5900, decode.d2.loss_dice: 0.9590, decode.d3.loss_cls: 0.5570, decode.d3.loss_mask: 0.5854, decode.d3.loss_dice: 0.9380, decode.d4.loss_cls: 0.5413, decode.d4.loss_mask: 0.5853, decode.d4.loss_dice: 0.9330, decode.d5.loss_cls: 0.5407, decode.d5.loss_mask: 0.5851, decode.d5.loss_dice: 0.9351, decode.d6.loss_cls: 0.5440, decode.d6.loss_mask: 0.5872, decode.d6.loss_dice: 0.9285, decode.d7.loss_cls: 0.5372, decode.d7.loss_mask: 0.5844, decode.d7.loss_dice: 0.9283, decode.d8.loss_cls: 0.5372, decode.d8.loss_mask: 0.5848, decode.d8.loss_dice: 0.9277, loss: 23.0525 2022-04-26 12:17:22,587 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 12:17:22,589 - mmseg - INFO - Iter [38000/160000] lr: 1.095e-06, eta: 1 day, 13:27:07, time: 1.088, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5149, decode.loss_mask: 0.6098, decode.loss_dice: 0.9360, decode.d0.loss_cls: 2.4794, decode.d0.loss_mask: 0.6519, decode.d0.loss_dice: 1.0949, decode.d1.loss_cls: 0.6471, decode.d1.loss_mask: 0.6343, decode.d1.loss_dice: 0.9962, decode.d2.loss_cls: 0.5766, decode.d2.loss_mask: 0.6180, decode.d2.loss_dice: 0.9620, decode.d3.loss_cls: 0.5459, decode.d3.loss_mask: 0.6131, decode.d3.loss_dice: 0.9404, decode.d4.loss_cls: 0.5367, decode.d4.loss_mask: 0.6116, decode.d4.loss_dice: 0.9408, decode.d5.loss_cls: 0.5348, decode.d5.loss_mask: 0.6123, decode.d5.loss_dice: 0.9334, decode.d6.loss_cls: 0.5260, decode.d6.loss_mask: 0.6074, decode.d6.loss_dice: 0.9305, decode.d7.loss_cls: 0.5241, decode.d7.loss_mask: 0.6097, decode.d7.loss_dice: 0.9325, decode.d8.loss_cls: 0.5203, decode.d8.loss_mask: 0.6110, decode.d8.loss_dice: 0.9364, loss: 23.1879 2022-04-26 12:18:18,315 - mmseg - INFO - Iter [38050/160000] lr: 1.094e-06, eta: 1 day, 13:26:13, time: 1.114, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4914, decode.loss_mask: 0.6082, decode.loss_dice: 0.9131, decode.d0.loss_cls: 2.4443, decode.d0.loss_mask: 0.6603, decode.d0.loss_dice: 1.0615, decode.d1.loss_cls: 0.6173, decode.d1.loss_mask: 0.6322, decode.d1.loss_dice: 0.9837, decode.d2.loss_cls: 0.5557, decode.d2.loss_mask: 0.6184, decode.d2.loss_dice: 0.9519, decode.d3.loss_cls: 0.5115, decode.d3.loss_mask: 0.6138, decode.d3.loss_dice: 0.9291, decode.d4.loss_cls: 0.5055, decode.d4.loss_mask: 0.6138, decode.d4.loss_dice: 0.9229, decode.d5.loss_cls: 0.4981, decode.d5.loss_mask: 0.6127, decode.d5.loss_dice: 0.9222, decode.d6.loss_cls: 0.4933, decode.d6.loss_mask: 0.6071, decode.d6.loss_dice: 0.9193, decode.d7.loss_cls: 0.4922, decode.d7.loss_mask: 0.6110, decode.d7.loss_dice: 0.9178, decode.d8.loss_cls: 0.4926, decode.d8.loss_mask: 0.6106, decode.d8.loss_dice: 0.9203, loss: 22.7317 2022-04-26 12:19:13,553 - mmseg - INFO - Iter [38100/160000] lr: 1.094e-06, eta: 1 day, 13:25:18, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5055, decode.loss_mask: 0.6111, decode.loss_dice: 0.9609, decode.d0.loss_cls: 2.4448, decode.d0.loss_mask: 0.6481, decode.d0.loss_dice: 1.0967, decode.d1.loss_cls: 0.6166, decode.d1.loss_mask: 0.6317, decode.d1.loss_dice: 1.0250, decode.d2.loss_cls: 0.5667, decode.d2.loss_mask: 0.6145, decode.d2.loss_dice: 0.9859, decode.d3.loss_cls: 0.5294, decode.d3.loss_mask: 0.6126, decode.d3.loss_dice: 0.9666, decode.d4.loss_cls: 0.5123, decode.d4.loss_mask: 0.6145, decode.d4.loss_dice: 0.9614, decode.d5.loss_cls: 0.5131, decode.d5.loss_mask: 0.6091, decode.d5.loss_dice: 0.9639, decode.d6.loss_cls: 0.5041, decode.d6.loss_mask: 0.6110, decode.d6.loss_dice: 0.9568, decode.d7.loss_cls: 0.5055, decode.d7.loss_mask: 0.6120, decode.d7.loss_dice: 0.9569, decode.d8.loss_cls: 0.5027, decode.d8.loss_mask: 0.6104, decode.d8.loss_dice: 0.9597, loss: 23.2097 2022-04-26 12:20:08,477 - mmseg - INFO - Iter [38150/160000] lr: 1.093e-06, eta: 1 day, 13:24:21, time: 1.098, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5366, decode.loss_mask: 0.6192, decode.loss_dice: 0.9200, decode.d0.loss_cls: 2.4195, decode.d0.loss_mask: 0.6671, decode.d0.loss_dice: 1.0808, decode.d1.loss_cls: 0.6423, decode.d1.loss_mask: 0.6449, decode.d1.loss_dice: 1.0013, decode.d2.loss_cls: 0.5799, decode.d2.loss_mask: 0.6288, decode.d2.loss_dice: 0.9517, decode.d3.loss_cls: 0.5610, decode.d3.loss_mask: 0.6206, decode.d3.loss_dice: 0.9296, decode.d4.loss_cls: 0.5459, decode.d4.loss_mask: 0.6199, decode.d4.loss_dice: 0.9311, decode.d5.loss_cls: 0.5398, decode.d5.loss_mask: 0.6185, decode.d5.loss_dice: 0.9291, decode.d6.loss_cls: 0.5289, decode.d6.loss_mask: 0.6188, decode.d6.loss_dice: 0.9209, decode.d7.loss_cls: 0.5280, decode.d7.loss_mask: 0.6202, decode.d7.loss_dice: 0.9253, decode.d8.loss_cls: 0.5289, decode.d8.loss_mask: 0.6184, decode.d8.loss_dice: 0.9210, loss: 23.1978 2022-04-26 12:21:03,488 - mmseg - INFO - Iter [38200/160000] lr: 1.093e-06, eta: 1 day, 13:23:25, time: 1.100, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4980, decode.loss_mask: 0.5999, decode.loss_dice: 0.9046, decode.d0.loss_cls: 2.4609, decode.d0.loss_mask: 0.6417, decode.d0.loss_dice: 1.0507, decode.d1.loss_cls: 0.6085, decode.d1.loss_mask: 0.6240, decode.d1.loss_dice: 0.9634, decode.d2.loss_cls: 0.5479, decode.d2.loss_mask: 0.6120, decode.d2.loss_dice: 0.9341, decode.d3.loss_cls: 0.5279, decode.d3.loss_mask: 0.6043, decode.d3.loss_dice: 0.9147, decode.d4.loss_cls: 0.5137, decode.d4.loss_mask: 0.6038, decode.d4.loss_dice: 0.9171, decode.d5.loss_cls: 0.5102, decode.d5.loss_mask: 0.6005, decode.d5.loss_dice: 0.9178, decode.d6.loss_cls: 0.4999, decode.d6.loss_mask: 0.5994, decode.d6.loss_dice: 0.9109, decode.d7.loss_cls: 0.4992, decode.d7.loss_mask: 0.6015, decode.d7.loss_dice: 0.9068, decode.d8.loss_cls: 0.4992, decode.d8.loss_mask: 0.6022, decode.d8.loss_dice: 0.9088, loss: 22.5833 2022-04-26 12:21:58,351 - mmseg - INFO - Iter [38250/160000] lr: 1.093e-06, eta: 1 day, 13:22:29, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4925, decode.loss_mask: 0.5912, decode.loss_dice: 0.9110, decode.d0.loss_cls: 2.4920, decode.d0.loss_mask: 0.6303, decode.d0.loss_dice: 1.0695, decode.d1.loss_cls: 0.6300, decode.d1.loss_mask: 0.6113, decode.d1.loss_dice: 0.9775, decode.d2.loss_cls: 0.5521, decode.d2.loss_mask: 0.5992, decode.d2.loss_dice: 0.9371, decode.d3.loss_cls: 0.5299, decode.d3.loss_mask: 0.5951, decode.d3.loss_dice: 0.9133, decode.d4.loss_cls: 0.5251, decode.d4.loss_mask: 0.5943, decode.d4.loss_dice: 0.9108, decode.d5.loss_cls: 0.5123, decode.d5.loss_mask: 0.5922, decode.d5.loss_dice: 0.9106, decode.d6.loss_cls: 0.5009, decode.d6.loss_mask: 0.5934, decode.d6.loss_dice: 0.9040, decode.d7.loss_cls: 0.4974, decode.d7.loss_mask: 0.5924, decode.d7.loss_dice: 0.9097, decode.d8.loss_cls: 0.4898, decode.d8.loss_mask: 0.5937, decode.d8.loss_dice: 0.9179, loss: 22.5764 2022-04-26 12:22:53,726 - mmseg - INFO - Iter [38300/160000] lr: 1.092e-06, eta: 1 day, 13:21:34, time: 1.108, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5210, decode.loss_mask: 0.5930, decode.loss_dice: 0.9213, decode.d0.loss_cls: 2.5034, decode.d0.loss_mask: 0.6359, decode.d0.loss_dice: 1.0695, decode.d1.loss_cls: 0.6375, decode.d1.loss_mask: 0.6148, decode.d1.loss_dice: 0.9884, decode.d2.loss_cls: 0.5658, decode.d2.loss_mask: 0.5977, decode.d2.loss_dice: 0.9514, decode.d3.loss_cls: 0.5390, decode.d3.loss_mask: 0.5909, decode.d3.loss_dice: 0.9271, decode.d4.loss_cls: 0.5319, decode.d4.loss_mask: 0.5924, decode.d4.loss_dice: 0.9282, decode.d5.loss_cls: 0.5174, decode.d5.loss_mask: 0.5951, decode.d5.loss_dice: 0.9334, decode.d6.loss_cls: 0.5183, decode.d6.loss_mask: 0.5923, decode.d6.loss_dice: 0.9232, decode.d7.loss_cls: 0.5234, decode.d7.loss_mask: 0.5910, decode.d7.loss_dice: 0.9246, decode.d8.loss_cls: 0.5209, decode.d8.loss_mask: 0.5897, decode.d8.loss_dice: 0.9175, loss: 22.8558 2022-04-26 12:23:49,560 - mmseg - INFO - Iter [38350/160000] lr: 1.092e-06, eta: 1 day, 13:20:41, time: 1.117, data_time: 0.014, memory: 64049, decode.loss_cls: 0.5174, decode.loss_mask: 0.6049, decode.loss_dice: 0.9141, decode.d0.loss_cls: 2.5173, decode.d0.loss_mask: 0.6433, decode.d0.loss_dice: 1.0809, decode.d1.loss_cls: 0.6332, decode.d1.loss_mask: 0.6235, decode.d1.loss_dice: 0.9689, decode.d2.loss_cls: 0.5636, decode.d2.loss_mask: 0.6081, decode.d2.loss_dice: 0.9445, decode.d3.loss_cls: 0.5455, decode.d3.loss_mask: 0.6058, decode.d3.loss_dice: 0.9201, decode.d4.loss_cls: 0.5364, decode.d4.loss_mask: 0.6060, decode.d4.loss_dice: 0.9170, decode.d5.loss_cls: 0.5315, decode.d5.loss_mask: 0.6024, decode.d5.loss_dice: 0.9162, decode.d6.loss_cls: 0.5196, decode.d6.loss_mask: 0.6083, decode.d6.loss_dice: 0.9099, decode.d7.loss_cls: 0.5214, decode.d7.loss_mask: 0.6082, decode.d7.loss_dice: 0.9066, decode.d8.loss_cls: 0.5174, decode.d8.loss_mask: 0.6088, decode.d8.loss_dice: 0.9111, loss: 22.9118 2022-04-26 12:24:45,208 - mmseg - INFO - Iter [38400/160000] lr: 1.091e-06, eta: 1 day, 13:19:47, time: 1.113, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4884, decode.loss_mask: 0.6106, decode.loss_dice: 0.9209, decode.d0.loss_cls: 2.4625, decode.d0.loss_mask: 0.6559, decode.d0.loss_dice: 1.0640, decode.d1.loss_cls: 0.6082, decode.d1.loss_mask: 0.6339, decode.d1.loss_dice: 0.9877, decode.d2.loss_cls: 0.5466, decode.d2.loss_mask: 0.6220, decode.d2.loss_dice: 0.9477, decode.d3.loss_cls: 0.5113, decode.d3.loss_mask: 0.6173, decode.d3.loss_dice: 0.9265, decode.d4.loss_cls: 0.4986, decode.d4.loss_mask: 0.6174, decode.d4.loss_dice: 0.9259, decode.d5.loss_cls: 0.4958, decode.d5.loss_mask: 0.6146, decode.d5.loss_dice: 0.9216, decode.d6.loss_cls: 0.4868, decode.d6.loss_mask: 0.6127, decode.d6.loss_dice: 0.9122, decode.d7.loss_cls: 0.4885, decode.d7.loss_mask: 0.6108, decode.d7.loss_dice: 0.9158, decode.d8.loss_cls: 0.4873, decode.d8.loss_mask: 0.6114, decode.d8.loss_dice: 0.9196, loss: 22.7225 2022-04-26 12:25:40,512 - mmseg - INFO - Iter [38450/160000] lr: 1.091e-06, eta: 1 day, 13:18:51, time: 1.106, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5325, decode.loss_mask: 0.6110, decode.loss_dice: 0.9259, decode.d0.loss_cls: 2.4549, decode.d0.loss_mask: 0.6444, decode.d0.loss_dice: 1.0800, decode.d1.loss_cls: 0.6317, decode.d1.loss_mask: 0.6260, decode.d1.loss_dice: 0.9803, decode.d2.loss_cls: 0.5807, decode.d2.loss_mask: 0.6139, decode.d2.loss_dice: 0.9527, decode.d3.loss_cls: 0.5545, decode.d3.loss_mask: 0.6113, decode.d3.loss_dice: 0.9240, decode.d4.loss_cls: 0.5455, decode.d4.loss_mask: 0.6088, decode.d4.loss_dice: 0.9264, decode.d5.loss_cls: 0.5409, decode.d5.loss_mask: 0.6091, decode.d5.loss_dice: 0.9277, decode.d6.loss_cls: 0.5331, decode.d6.loss_mask: 0.6085, decode.d6.loss_dice: 0.9190, decode.d7.loss_cls: 0.5287, decode.d7.loss_mask: 0.6084, decode.d7.loss_dice: 0.9214, decode.d8.loss_cls: 0.5276, decode.d8.loss_mask: 0.6092, decode.d8.loss_dice: 0.9244, loss: 23.0625 2022-04-26 12:26:36,948 - mmseg - INFO - Iter [38500/160000] lr: 1.090e-06, eta: 1 day, 13:18:00, time: 1.129, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4863, decode.loss_mask: 0.5983, decode.loss_dice: 0.8989, decode.d0.loss_cls: 2.3984, decode.d0.loss_mask: 0.6465, decode.d0.loss_dice: 1.0577, decode.d1.loss_cls: 0.5949, decode.d1.loss_mask: 0.6249, decode.d1.loss_dice: 0.9711, decode.d2.loss_cls: 0.5303, decode.d2.loss_mask: 0.6109, decode.d2.loss_dice: 0.9393, decode.d3.loss_cls: 0.5064, decode.d3.loss_mask: 0.6012, decode.d3.loss_dice: 0.9094, decode.d4.loss_cls: 0.4932, decode.d4.loss_mask: 0.6008, decode.d4.loss_dice: 0.9091, decode.d5.loss_cls: 0.4856, decode.d5.loss_mask: 0.6001, decode.d5.loss_dice: 0.9079, decode.d6.loss_cls: 0.4978, decode.d6.loss_mask: 0.5979, decode.d6.loss_dice: 0.8985, decode.d7.loss_cls: 0.4837, decode.d7.loss_mask: 0.6006, decode.d7.loss_dice: 0.9011, decode.d8.loss_cls: 0.4839, decode.d8.loss_mask: 0.5986, decode.d8.loss_dice: 0.8995, loss: 22.3329 2022-04-26 12:27:32,243 - mmseg - INFO - Iter [38550/160000] lr: 1.090e-06, eta: 1 day, 13:17:05, time: 1.106, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4990, decode.loss_mask: 0.6045, decode.loss_dice: 0.9108, decode.d0.loss_cls: 2.4306, decode.d0.loss_mask: 0.6411, decode.d0.loss_dice: 1.0561, decode.d1.loss_cls: 0.6185, decode.d1.loss_mask: 0.6198, decode.d1.loss_dice: 0.9676, decode.d2.loss_cls: 0.5444, decode.d2.loss_mask: 0.6099, decode.d2.loss_dice: 0.9376, decode.d3.loss_cls: 0.5179, decode.d3.loss_mask: 0.6068, decode.d3.loss_dice: 0.9170, decode.d4.loss_cls: 0.5152, decode.d4.loss_mask: 0.6051, decode.d4.loss_dice: 0.9216, decode.d5.loss_cls: 0.5044, decode.d5.loss_mask: 0.6018, decode.d5.loss_dice: 0.9194, decode.d6.loss_cls: 0.5073, decode.d6.loss_mask: 0.6020, decode.d6.loss_dice: 0.9142, decode.d7.loss_cls: 0.4955, decode.d7.loss_mask: 0.6003, decode.d7.loss_dice: 0.9112, decode.d8.loss_cls: 0.4978, decode.d8.loss_mask: 0.6041, decode.d8.loss_dice: 0.9147, loss: 22.5965 2022-04-26 12:28:27,472 - mmseg - INFO - Iter [38600/160000] lr: 1.089e-06, eta: 1 day, 13:16:09, time: 1.104, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5162, decode.loss_mask: 0.6154, decode.loss_dice: 0.9334, decode.d0.loss_cls: 2.4719, decode.d0.loss_mask: 0.6609, decode.d0.loss_dice: 1.0814, decode.d1.loss_cls: 0.6067, decode.d1.loss_mask: 0.6445, decode.d1.loss_dice: 0.9949, decode.d2.loss_cls: 0.5512, decode.d2.loss_mask: 0.6261, decode.d2.loss_dice: 0.9576, decode.d3.loss_cls: 0.5145, decode.d3.loss_mask: 0.6224, decode.d3.loss_dice: 0.9373, decode.d4.loss_cls: 0.5081, decode.d4.loss_mask: 0.6227, decode.d4.loss_dice: 0.9348, decode.d5.loss_cls: 0.5049, decode.d5.loss_mask: 0.6198, decode.d5.loss_dice: 0.9372, decode.d6.loss_cls: 0.5036, decode.d6.loss_mask: 0.6212, decode.d6.loss_dice: 0.9299, decode.d7.loss_cls: 0.5086, decode.d7.loss_mask: 0.6191, decode.d7.loss_dice: 0.9312, decode.d8.loss_cls: 0.5067, decode.d8.loss_mask: 0.6191, decode.d8.loss_dice: 0.9313, loss: 23.0325 2022-04-26 12:29:22,920 - mmseg - INFO - Iter [38650/160000] lr: 1.089e-06, eta: 1 day, 13:15:15, time: 1.108, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4804, decode.loss_mask: 0.5934, decode.loss_dice: 0.9075, decode.d0.loss_cls: 2.4757, decode.d0.loss_mask: 0.6270, decode.d0.loss_dice: 1.0562, decode.d1.loss_cls: 0.6045, decode.d1.loss_mask: 0.6127, decode.d1.loss_dice: 0.9675, decode.d2.loss_cls: 0.5334, decode.d2.loss_mask: 0.6022, decode.d2.loss_dice: 0.9352, decode.d3.loss_cls: 0.5106, decode.d3.loss_mask: 0.5931, decode.d3.loss_dice: 0.9108, decode.d4.loss_cls: 0.4928, decode.d4.loss_mask: 0.5940, decode.d4.loss_dice: 0.9098, decode.d5.loss_cls: 0.4889, decode.d5.loss_mask: 0.5941, decode.d5.loss_dice: 0.9064, decode.d6.loss_cls: 0.4841, decode.d6.loss_mask: 0.5945, decode.d6.loss_dice: 0.9019, decode.d7.loss_cls: 0.4776, decode.d7.loss_mask: 0.5921, decode.d7.loss_dice: 0.9056, decode.d8.loss_cls: 0.4801, decode.d8.loss_mask: 0.5934, decode.d8.loss_dice: 0.9035, loss: 22.3289 2022-04-26 12:30:18,941 - mmseg - INFO - Iter [38700/160000] lr: 1.089e-06, eta: 1 day, 13:14:22, time: 1.122, data_time: 0.018, memory: 64049, decode.loss_cls: 0.5059, decode.loss_mask: 0.6079, decode.loss_dice: 0.8969, decode.d0.loss_cls: 2.4431, decode.d0.loss_mask: 0.6511, decode.d0.loss_dice: 1.0459, decode.d1.loss_cls: 0.6224, decode.d1.loss_mask: 0.6289, decode.d1.loss_dice: 0.9644, decode.d2.loss_cls: 0.5512, decode.d2.loss_mask: 0.6129, decode.d2.loss_dice: 0.9332, decode.d3.loss_cls: 0.5211, decode.d3.loss_mask: 0.6061, decode.d3.loss_dice: 0.9104, decode.d4.loss_cls: 0.5078, decode.d4.loss_mask: 0.6089, decode.d4.loss_dice: 0.9098, decode.d5.loss_cls: 0.5156, decode.d5.loss_mask: 0.6077, decode.d5.loss_dice: 0.9057, decode.d6.loss_cls: 0.5040, decode.d6.loss_mask: 0.6068, decode.d6.loss_dice: 0.9007, decode.d7.loss_cls: 0.5005, decode.d7.loss_mask: 0.6050, decode.d7.loss_dice: 0.9010, decode.d8.loss_cls: 0.4998, decode.d8.loss_mask: 0.6066, decode.d8.loss_dice: 0.8993, loss: 22.5809 2022-04-26 12:31:14,218 - mmseg - INFO - Iter [38750/160000] lr: 1.088e-06, eta: 1 day, 13:13:27, time: 1.106, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5239, decode.loss_mask: 0.6067, decode.loss_dice: 0.9387, decode.d0.loss_cls: 2.4545, decode.d0.loss_mask: 0.6544, decode.d0.loss_dice: 1.0989, decode.d1.loss_cls: 0.6322, decode.d1.loss_mask: 0.6337, decode.d1.loss_dice: 1.0036, decode.d2.loss_cls: 0.5761, decode.d2.loss_mask: 0.6179, decode.d2.loss_dice: 0.9568, decode.d3.loss_cls: 0.5431, decode.d3.loss_mask: 0.6115, decode.d3.loss_dice: 0.9430, decode.d4.loss_cls: 0.5298, decode.d4.loss_mask: 0.6106, decode.d4.loss_dice: 0.9409, decode.d5.loss_cls: 0.5231, decode.d5.loss_mask: 0.6107, decode.d5.loss_dice: 0.9443, decode.d6.loss_cls: 0.5231, decode.d6.loss_mask: 0.6055, decode.d6.loss_dice: 0.9359, decode.d7.loss_cls: 0.5207, decode.d7.loss_mask: 0.6080, decode.d7.loss_dice: 0.9382, decode.d8.loss_cls: 0.5203, decode.d8.loss_mask: 0.6102, decode.d8.loss_dice: 0.9405, loss: 23.1566 2022-04-26 12:32:10,372 - mmseg - INFO - Iter [38800/160000] lr: 1.088e-06, eta: 1 day, 13:12:34, time: 1.123, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5058, decode.loss_mask: 0.6151, decode.loss_dice: 0.9098, decode.d0.loss_cls: 2.5092, decode.d0.loss_mask: 0.6542, decode.d0.loss_dice: 1.0490, decode.d1.loss_cls: 0.6132, decode.d1.loss_mask: 0.6345, decode.d1.loss_dice: 0.9609, decode.d2.loss_cls: 0.5619, decode.d2.loss_mask: 0.6197, decode.d2.loss_dice: 0.9354, decode.d3.loss_cls: 0.5249, decode.d3.loss_mask: 0.6119, decode.d3.loss_dice: 0.9169, decode.d4.loss_cls: 0.5192, decode.d4.loss_mask: 0.6144, decode.d4.loss_dice: 0.9178, decode.d5.loss_cls: 0.5035, decode.d5.loss_mask: 0.6135, decode.d5.loss_dice: 0.9167, decode.d6.loss_cls: 0.5088, decode.d6.loss_mask: 0.6114, decode.d6.loss_dice: 0.9079, decode.d7.loss_cls: 0.4998, decode.d7.loss_mask: 0.6167, decode.d7.loss_dice: 0.9088, decode.d8.loss_cls: 0.4989, decode.d8.loss_mask: 0.6148, decode.d8.loss_dice: 0.9128, loss: 22.7875 2022-04-26 12:33:05,724 - mmseg - INFO - Iter [38850/160000] lr: 1.087e-06, eta: 1 day, 13:11:39, time: 1.107, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5308, decode.loss_mask: 0.6123, decode.loss_dice: 0.9177, decode.d0.loss_cls: 2.4809, decode.d0.loss_mask: 0.6489, decode.d0.loss_dice: 1.0699, decode.d1.loss_cls: 0.6462, decode.d1.loss_mask: 0.6273, decode.d1.loss_dice: 0.9816, decode.d2.loss_cls: 0.5814, decode.d2.loss_mask: 0.6141, decode.d2.loss_dice: 0.9447, decode.d3.loss_cls: 0.5582, decode.d3.loss_mask: 0.6086, decode.d3.loss_dice: 0.9226, decode.d4.loss_cls: 0.5454, decode.d4.loss_mask: 0.6098, decode.d4.loss_dice: 0.9248, decode.d5.loss_cls: 0.5490, decode.d5.loss_mask: 0.6105, decode.d5.loss_dice: 0.9215, decode.d6.loss_cls: 0.5433, decode.d6.loss_mask: 0.6101, decode.d6.loss_dice: 0.9164, decode.d7.loss_cls: 0.5354, decode.d7.loss_mask: 0.6109, decode.d7.loss_dice: 0.9206, decode.d8.loss_cls: 0.5317, decode.d8.loss_mask: 0.6117, decode.d8.loss_dice: 0.9147, loss: 23.1011 2022-04-26 12:34:00,368 - mmseg - INFO - Iter [38900/160000] lr: 1.087e-06, eta: 1 day, 13:10:42, time: 1.093, data_time: 0.019, memory: 64049, decode.loss_cls: 0.5247, decode.loss_mask: 0.6220, decode.loss_dice: 0.9128, decode.d0.loss_cls: 2.4620, decode.d0.loss_mask: 0.6690, decode.d0.loss_dice: 1.0778, decode.d1.loss_cls: 0.6437, decode.d1.loss_mask: 0.6464, decode.d1.loss_dice: 0.9754, decode.d2.loss_cls: 0.5758, decode.d2.loss_mask: 0.6328, decode.d2.loss_dice: 0.9428, decode.d3.loss_cls: 0.5512, decode.d3.loss_mask: 0.6240, decode.d3.loss_dice: 0.9238, decode.d4.loss_cls: 0.5381, decode.d4.loss_mask: 0.6197, decode.d4.loss_dice: 0.9210, decode.d5.loss_cls: 0.5407, decode.d5.loss_mask: 0.6183, decode.d5.loss_dice: 0.9156, decode.d6.loss_cls: 0.5382, decode.d6.loss_mask: 0.6168, decode.d6.loss_dice: 0.9076, decode.d7.loss_cls: 0.5277, decode.d7.loss_mask: 0.6170, decode.d7.loss_dice: 0.9182, decode.d8.loss_cls: 0.5362, decode.d8.loss_mask: 0.6209, decode.d8.loss_dice: 0.9132, loss: 23.1333 2022-04-26 12:34:55,334 - mmseg - INFO - Iter [38950/160000] lr: 1.086e-06, eta: 1 day, 13:09:46, time: 1.099, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5167, decode.loss_mask: 0.5898, decode.loss_dice: 0.9047, decode.d0.loss_cls: 2.4965, decode.d0.loss_mask: 0.6374, decode.d0.loss_dice: 1.0649, decode.d1.loss_cls: 0.6388, decode.d1.loss_mask: 0.6122, decode.d1.loss_dice: 0.9772, decode.d2.loss_cls: 0.5704, decode.d2.loss_mask: 0.5966, decode.d2.loss_dice: 0.9399, decode.d3.loss_cls: 0.5472, decode.d3.loss_mask: 0.5927, decode.d3.loss_dice: 0.9153, decode.d4.loss_cls: 0.5364, decode.d4.loss_mask: 0.5898, decode.d4.loss_dice: 0.9154, decode.d5.loss_cls: 0.5272, decode.d5.loss_mask: 0.5878, decode.d5.loss_dice: 0.9109, decode.d6.loss_cls: 0.5222, decode.d6.loss_mask: 0.5873, decode.d6.loss_dice: 0.9055, decode.d7.loss_cls: 0.5171, decode.d7.loss_mask: 0.5891, decode.d7.loss_dice: 0.9059, decode.d8.loss_cls: 0.5121, decode.d8.loss_mask: 0.5899, decode.d8.loss_dice: 0.9061, loss: 22.7031 2022-04-26 12:35:50,067 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 12:35:50,068 - mmseg - INFO - Iter [39000/160000] lr: 1.086e-06, eta: 1 day, 13:08:49, time: 1.095, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5245, decode.loss_mask: 0.6017, decode.loss_dice: 0.8988, decode.d0.loss_cls: 2.4624, decode.d0.loss_mask: 0.6407, decode.d0.loss_dice: 1.0403, decode.d1.loss_cls: 0.6339, decode.d1.loss_mask: 0.6189, decode.d1.loss_dice: 0.9503, decode.d2.loss_cls: 0.5790, decode.d2.loss_mask: 0.6138, decode.d2.loss_dice: 0.9229, decode.d3.loss_cls: 0.5439, decode.d3.loss_mask: 0.6054, decode.d3.loss_dice: 0.9099, decode.d4.loss_cls: 0.5298, decode.d4.loss_mask: 0.6045, decode.d4.loss_dice: 0.9077, decode.d5.loss_cls: 0.5297, decode.d5.loss_mask: 0.6071, decode.d5.loss_dice: 0.9036, decode.d6.loss_cls: 0.5327, decode.d6.loss_mask: 0.6043, decode.d6.loss_dice: 0.8971, decode.d7.loss_cls: 0.5263, decode.d7.loss_mask: 0.6048, decode.d7.loss_dice: 0.8983, decode.d8.loss_cls: 0.5209, decode.d8.loss_mask: 0.6038, decode.d8.loss_dice: 0.8977, loss: 22.7148 2022-04-26 12:36:44,738 - mmseg - INFO - Iter [39050/160000] lr: 1.085e-06, eta: 1 day, 13:07:52, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5221, decode.loss_mask: 0.6085, decode.loss_dice: 0.9409, decode.d0.loss_cls: 2.4658, decode.d0.loss_mask: 0.6512, decode.d0.loss_dice: 1.0931, decode.d1.loss_cls: 0.6494, decode.d1.loss_mask: 0.6292, decode.d1.loss_dice: 1.0066, decode.d2.loss_cls: 0.5912, decode.d2.loss_mask: 0.6128, decode.d2.loss_dice: 0.9701, decode.d3.loss_cls: 0.5605, decode.d3.loss_mask: 0.6079, decode.d3.loss_dice: 0.9566, decode.d4.loss_cls: 0.5509, decode.d4.loss_mask: 0.6075, decode.d4.loss_dice: 0.9557, decode.d5.loss_cls: 0.5389, decode.d5.loss_mask: 0.6065, decode.d5.loss_dice: 0.9441, decode.d6.loss_cls: 0.5312, decode.d6.loss_mask: 0.6059, decode.d6.loss_dice: 0.9432, decode.d7.loss_cls: 0.5258, decode.d7.loss_mask: 0.6099, decode.d7.loss_dice: 0.9395, decode.d8.loss_cls: 0.5271, decode.d8.loss_mask: 0.6074, decode.d8.loss_dice: 0.9416, loss: 23.3011 2022-04-26 12:37:38,330 - mmseg - INFO - Iter [39100/160000] lr: 1.085e-06, eta: 1 day, 13:06:51, time: 1.072, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4742, decode.loss_mask: 0.5807, decode.loss_dice: 0.8911, decode.d0.loss_cls: 2.4374, decode.d0.loss_mask: 0.6257, decode.d0.loss_dice: 1.0457, decode.d1.loss_cls: 0.5953, decode.d1.loss_mask: 0.5944, decode.d1.loss_dice: 0.9490, decode.d2.loss_cls: 0.5220, decode.d2.loss_mask: 0.5923, decode.d2.loss_dice: 0.9169, decode.d3.loss_cls: 0.4942, decode.d3.loss_mask: 0.5839, decode.d3.loss_dice: 0.9012, decode.d4.loss_cls: 0.4823, decode.d4.loss_mask: 0.5856, decode.d4.loss_dice: 0.9028, decode.d5.loss_cls: 0.4714, decode.d5.loss_mask: 0.5838, decode.d5.loss_dice: 0.8962, decode.d6.loss_cls: 0.4701, decode.d6.loss_mask: 0.5816, decode.d6.loss_dice: 0.8940, decode.d7.loss_cls: 0.4676, decode.d7.loss_mask: 0.5856, decode.d7.loss_dice: 0.8942, decode.d8.loss_cls: 0.4691, decode.d8.loss_mask: 0.5831, decode.d8.loss_dice: 0.8880, loss: 21.9597 2022-04-26 12:38:32,753 - mmseg - INFO - Iter [39150/160000] lr: 1.084e-06, eta: 1 day, 13:05:53, time: 1.088, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5626, decode.loss_mask: 0.6179, decode.loss_dice: 0.9398, decode.d0.loss_cls: 2.4934, decode.d0.loss_mask: 0.6633, decode.d0.loss_dice: 1.0980, decode.d1.loss_cls: 0.6830, decode.d1.loss_mask: 0.6477, decode.d1.loss_dice: 1.0027, decode.d2.loss_cls: 0.6279, decode.d2.loss_mask: 0.6253, decode.d2.loss_dice: 0.9592, decode.d3.loss_cls: 0.5855, decode.d3.loss_mask: 0.6184, decode.d3.loss_dice: 0.9411, decode.d4.loss_cls: 0.5732, decode.d4.loss_mask: 0.6230, decode.d4.loss_dice: 0.9441, decode.d5.loss_cls: 0.5692, decode.d5.loss_mask: 0.6189, decode.d5.loss_dice: 0.9438, decode.d6.loss_cls: 0.5635, decode.d6.loss_mask: 0.6161, decode.d6.loss_dice: 0.9352, decode.d7.loss_cls: 0.5635, decode.d7.loss_mask: 0.6174, decode.d7.loss_dice: 0.9400, decode.d8.loss_cls: 0.5569, decode.d8.loss_mask: 0.6161, decode.d8.loss_dice: 0.9397, loss: 23.6868 2022-04-26 12:39:29,778 - mmseg - INFO - Iter [39200/160000] lr: 1.084e-06, eta: 1 day, 13:05:04, time: 1.141, data_time: 0.068, memory: 64049, decode.loss_cls: 0.4760, decode.loss_mask: 0.6101, decode.loss_dice: 0.9033, decode.d0.loss_cls: 2.4443, decode.d0.loss_mask: 0.6572, decode.d0.loss_dice: 1.0492, decode.d1.loss_cls: 0.6014, decode.d1.loss_mask: 0.6298, decode.d1.loss_dice: 0.9602, decode.d2.loss_cls: 0.5197, decode.d2.loss_mask: 0.6231, decode.d2.loss_dice: 0.9270, decode.d3.loss_cls: 0.5015, decode.d3.loss_mask: 0.6116, decode.d3.loss_dice: 0.9117, decode.d4.loss_cls: 0.4874, decode.d4.loss_mask: 0.6094, decode.d4.loss_dice: 0.9139, decode.d5.loss_cls: 0.4739, decode.d5.loss_mask: 0.6085, decode.d5.loss_dice: 0.9106, decode.d6.loss_cls: 0.4778, decode.d6.loss_mask: 0.6081, decode.d6.loss_dice: 0.9010, decode.d7.loss_cls: 0.4770, decode.d7.loss_mask: 0.6083, decode.d7.loss_dice: 0.9035, decode.d8.loss_cls: 0.4725, decode.d8.loss_mask: 0.6115, decode.d8.loss_dice: 0.9071, loss: 22.3964 2022-04-26 12:40:23,888 - mmseg - INFO - Iter [39250/160000] lr: 1.084e-06, eta: 1 day, 13:04:05, time: 1.082, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4898, decode.loss_mask: 0.6120, decode.loss_dice: 0.9141, decode.d0.loss_cls: 2.4421, decode.d0.loss_mask: 0.6675, decode.d0.loss_dice: 1.0605, decode.d1.loss_cls: 0.6121, decode.d1.loss_mask: 0.6324, decode.d1.loss_dice: 0.9705, decode.d2.loss_cls: 0.5418, decode.d2.loss_mask: 0.6244, decode.d2.loss_dice: 0.9413, decode.d3.loss_cls: 0.5249, decode.d3.loss_mask: 0.6197, decode.d3.loss_dice: 0.9196, decode.d4.loss_cls: 0.5040, decode.d4.loss_mask: 0.6153, decode.d4.loss_dice: 0.9184, decode.d5.loss_cls: 0.5008, decode.d5.loss_mask: 0.6132, decode.d5.loss_dice: 0.9171, decode.d6.loss_cls: 0.4951, decode.d6.loss_mask: 0.6148, decode.d6.loss_dice: 0.9129, decode.d7.loss_cls: 0.4875, decode.d7.loss_mask: 0.6147, decode.d7.loss_dice: 0.9174, decode.d8.loss_cls: 0.4889, decode.d8.loss_mask: 0.6129, decode.d8.loss_dice: 0.9137, loss: 22.6995 2022-04-26 12:41:18,534 - mmseg - INFO - Iter [39300/160000] lr: 1.083e-06, eta: 1 day, 13:03:08, time: 1.093, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4766, decode.loss_mask: 0.5980, decode.loss_dice: 0.8844, decode.d0.loss_cls: 2.4489, decode.d0.loss_mask: 0.6473, decode.d0.loss_dice: 1.0407, decode.d1.loss_cls: 0.6029, decode.d1.loss_mask: 0.6171, decode.d1.loss_dice: 0.9497, decode.d2.loss_cls: 0.5332, decode.d2.loss_mask: 0.6063, decode.d2.loss_dice: 0.9111, decode.d3.loss_cls: 0.4900, decode.d3.loss_mask: 0.6003, decode.d3.loss_dice: 0.8953, decode.d4.loss_cls: 0.4949, decode.d4.loss_mask: 0.6022, decode.d4.loss_dice: 0.8913, decode.d5.loss_cls: 0.4842, decode.d5.loss_mask: 0.5990, decode.d5.loss_dice: 0.8922, decode.d6.loss_cls: 0.4809, decode.d6.loss_mask: 0.6007, decode.d6.loss_dice: 0.8855, decode.d7.loss_cls: 0.4713, decode.d7.loss_mask: 0.5962, decode.d7.loss_dice: 0.8905, decode.d8.loss_cls: 0.4695, decode.d8.loss_mask: 0.5971, decode.d8.loss_dice: 0.8798, loss: 22.1371 2022-04-26 12:42:12,510 - mmseg - INFO - Iter [39350/160000] lr: 1.083e-06, eta: 1 day, 13:02:09, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4849, decode.loss_mask: 0.6110, decode.loss_dice: 0.9068, decode.d0.loss_cls: 2.4009, decode.d0.loss_mask: 0.6602, decode.d0.loss_dice: 1.0584, decode.d1.loss_cls: 0.5889, decode.d1.loss_mask: 0.6375, decode.d1.loss_dice: 0.9707, decode.d2.loss_cls: 0.5271, decode.d2.loss_mask: 0.6199, decode.d2.loss_dice: 0.9293, decode.d3.loss_cls: 0.5076, decode.d3.loss_mask: 0.6166, decode.d3.loss_dice: 0.9138, decode.d4.loss_cls: 0.4962, decode.d4.loss_mask: 0.6186, decode.d4.loss_dice: 0.9106, decode.d5.loss_cls: 0.4851, decode.d5.loss_mask: 0.6157, decode.d5.loss_dice: 0.9045, decode.d6.loss_cls: 0.4842, decode.d6.loss_mask: 0.6140, decode.d6.loss_dice: 0.9011, decode.d7.loss_cls: 0.4843, decode.d7.loss_mask: 0.6131, decode.d7.loss_dice: 0.9047, decode.d8.loss_cls: 0.4836, decode.d8.loss_mask: 0.6145, decode.d8.loss_dice: 0.9063, loss: 22.4702 2022-04-26 12:43:06,982 - mmseg - INFO - Iter [39400/160000] lr: 1.082e-06, eta: 1 day, 13:01:11, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5329, decode.loss_mask: 0.6268, decode.loss_dice: 0.9352, decode.d0.loss_cls: 2.4402, decode.d0.loss_mask: 0.6685, decode.d0.loss_dice: 1.0909, decode.d1.loss_cls: 0.6294, decode.d1.loss_mask: 0.6451, decode.d1.loss_dice: 1.0013, decode.d2.loss_cls: 0.5695, decode.d2.loss_mask: 0.6354, decode.d2.loss_dice: 0.9647, decode.d3.loss_cls: 0.5433, decode.d3.loss_mask: 0.6291, decode.d3.loss_dice: 0.9441, decode.d4.loss_cls: 0.5374, decode.d4.loss_mask: 0.6294, decode.d4.loss_dice: 0.9489, decode.d5.loss_cls: 0.5355, decode.d5.loss_mask: 0.6235, decode.d5.loss_dice: 0.9416, decode.d6.loss_cls: 0.5310, decode.d6.loss_mask: 0.6199, decode.d6.loss_dice: 0.9340, decode.d7.loss_cls: 0.5349, decode.d7.loss_mask: 0.6214, decode.d7.loss_dice: 0.9357, decode.d8.loss_cls: 0.5304, decode.d8.loss_mask: 0.6249, decode.d8.loss_dice: 0.9342, loss: 23.3393 2022-04-26 12:44:01,133 - mmseg - INFO - Iter [39450/160000] lr: 1.082e-06, eta: 1 day, 13:00:12, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5059, decode.loss_mask: 0.5807, decode.loss_dice: 0.8905, decode.d0.loss_cls: 2.4229, decode.d0.loss_mask: 0.6274, decode.d0.loss_dice: 1.0462, decode.d1.loss_cls: 0.6115, decode.d1.loss_mask: 0.6070, decode.d1.loss_dice: 0.9527, decode.d2.loss_cls: 0.5465, decode.d2.loss_mask: 0.5932, decode.d2.loss_dice: 0.9236, decode.d3.loss_cls: 0.5306, decode.d3.loss_mask: 0.5867, decode.d3.loss_dice: 0.9019, decode.d4.loss_cls: 0.5187, decode.d4.loss_mask: 0.5820, decode.d4.loss_dice: 0.9011, decode.d5.loss_cls: 0.5155, decode.d5.loss_mask: 0.5797, decode.d5.loss_dice: 0.8928, decode.d6.loss_cls: 0.5101, decode.d6.loss_mask: 0.5771, decode.d6.loss_dice: 0.8905, decode.d7.loss_cls: 0.5149, decode.d7.loss_mask: 0.5755, decode.d7.loss_dice: 0.8870, decode.d8.loss_cls: 0.5090, decode.d8.loss_mask: 0.5786, decode.d8.loss_dice: 0.8915, loss: 22.2516 2022-04-26 12:44:56,792 - mmseg - INFO - Iter [39500/160000] lr: 1.081e-06, eta: 1 day, 12:59:18, time: 1.113, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5107, decode.loss_mask: 0.6013, decode.loss_dice: 0.9252, decode.d0.loss_cls: 2.4585, decode.d0.loss_mask: 0.6527, decode.d0.loss_dice: 1.0914, decode.d1.loss_cls: 0.6276, decode.d1.loss_mask: 0.6263, decode.d1.loss_dice: 0.9954, decode.d2.loss_cls: 0.5576, decode.d2.loss_mask: 0.6163, decode.d2.loss_dice: 0.9555, decode.d3.loss_cls: 0.5341, decode.d3.loss_mask: 0.6057, decode.d3.loss_dice: 0.9268, decode.d4.loss_cls: 0.5323, decode.d4.loss_mask: 0.6032, decode.d4.loss_dice: 0.9279, decode.d5.loss_cls: 0.5238, decode.d5.loss_mask: 0.6014, decode.d5.loss_dice: 0.9286, decode.d6.loss_cls: 0.5147, decode.d6.loss_mask: 0.6022, decode.d6.loss_dice: 0.9213, decode.d7.loss_cls: 0.5096, decode.d7.loss_mask: 0.6002, decode.d7.loss_dice: 0.9269, decode.d8.loss_cls: 0.5104, decode.d8.loss_mask: 0.6003, decode.d8.loss_dice: 0.9247, loss: 22.9125 2022-04-26 12:45:51,223 - mmseg - INFO - Iter [39550/160000] lr: 1.081e-06, eta: 1 day, 12:58:21, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5073, decode.loss_mask: 0.5998, decode.loss_dice: 0.9086, decode.d0.loss_cls: 2.4536, decode.d0.loss_mask: 0.6399, decode.d0.loss_dice: 1.0628, decode.d1.loss_cls: 0.6081, decode.d1.loss_mask: 0.6243, decode.d1.loss_dice: 0.9748, decode.d2.loss_cls: 0.5618, decode.d2.loss_mask: 0.6098, decode.d2.loss_dice: 0.9392, decode.d3.loss_cls: 0.5388, decode.d3.loss_mask: 0.6025, decode.d3.loss_dice: 0.9154, decode.d4.loss_cls: 0.5191, decode.d4.loss_mask: 0.6066, decode.d4.loss_dice: 0.9223, decode.d5.loss_cls: 0.5188, decode.d5.loss_mask: 0.6045, decode.d5.loss_dice: 0.9166, decode.d6.loss_cls: 0.5070, decode.d6.loss_mask: 0.6029, decode.d6.loss_dice: 0.9098, decode.d7.loss_cls: 0.5081, decode.d7.loss_mask: 0.6032, decode.d7.loss_dice: 0.9086, decode.d8.loss_cls: 0.5050, decode.d8.loss_mask: 0.6005, decode.d8.loss_dice: 0.9079, loss: 22.6875 2022-04-26 12:46:45,830 - mmseg - INFO - Iter [39600/160000] lr: 1.080e-06, eta: 1 day, 12:57:23, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5117, decode.loss_mask: 0.5885, decode.loss_dice: 0.9036, decode.d0.loss_cls: 2.4979, decode.d0.loss_mask: 0.6348, decode.d0.loss_dice: 1.0651, decode.d1.loss_cls: 0.6177, decode.d1.loss_mask: 0.6126, decode.d1.loss_dice: 0.9645, decode.d2.loss_cls: 0.5652, decode.d2.loss_mask: 0.5994, decode.d2.loss_dice: 0.9257, decode.d3.loss_cls: 0.5385, decode.d3.loss_mask: 0.5892, decode.d3.loss_dice: 0.9057, decode.d4.loss_cls: 0.5205, decode.d4.loss_mask: 0.5875, decode.d4.loss_dice: 0.9070, decode.d5.loss_cls: 0.5179, decode.d5.loss_mask: 0.5900, decode.d5.loss_dice: 0.9087, decode.d6.loss_cls: 0.5122, decode.d6.loss_mask: 0.5884, decode.d6.loss_dice: 0.9064, decode.d7.loss_cls: 0.5126, decode.d7.loss_mask: 0.5855, decode.d7.loss_dice: 0.9066, decode.d8.loss_cls: 0.5153, decode.d8.loss_mask: 0.5864, decode.d8.loss_dice: 0.9086, loss: 22.5740 2022-04-26 12:47:40,727 - mmseg - INFO - Iter [39650/160000] lr: 1.080e-06, eta: 1 day, 12:56:27, time: 1.098, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4937, decode.loss_mask: 0.5860, decode.loss_dice: 0.9052, decode.d0.loss_cls: 2.4667, decode.d0.loss_mask: 0.6249, decode.d0.loss_dice: 1.0568, decode.d1.loss_cls: 0.6194, decode.d1.loss_mask: 0.6037, decode.d1.loss_dice: 0.9660, decode.d2.loss_cls: 0.5538, decode.d2.loss_mask: 0.5917, decode.d2.loss_dice: 0.9266, decode.d3.loss_cls: 0.5189, decode.d3.loss_mask: 0.5846, decode.d3.loss_dice: 0.9142, decode.d4.loss_cls: 0.5117, decode.d4.loss_mask: 0.5828, decode.d4.loss_dice: 0.9110, decode.d5.loss_cls: 0.5001, decode.d5.loss_mask: 0.5849, decode.d5.loss_dice: 0.9117, decode.d6.loss_cls: 0.4850, decode.d6.loss_mask: 0.5865, decode.d6.loss_dice: 0.9011, decode.d7.loss_cls: 0.4953, decode.d7.loss_mask: 0.5830, decode.d7.loss_dice: 0.9058, decode.d8.loss_cls: 0.4924, decode.d8.loss_mask: 0.5865, decode.d8.loss_dice: 0.9083, loss: 22.3583 2022-04-26 12:48:34,838 - mmseg - INFO - Iter [39700/160000] lr: 1.080e-06, eta: 1 day, 12:55:28, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4938, decode.loss_mask: 0.5981, decode.loss_dice: 0.9242, decode.d0.loss_cls: 2.4636, decode.d0.loss_mask: 0.6373, decode.d0.loss_dice: 1.0650, decode.d1.loss_cls: 0.6130, decode.d1.loss_mask: 0.6214, decode.d1.loss_dice: 0.9831, decode.d2.loss_cls: 0.5463, decode.d2.loss_mask: 0.6083, decode.d2.loss_dice: 0.9488, decode.d3.loss_cls: 0.5228, decode.d3.loss_mask: 0.6035, decode.d3.loss_dice: 0.9295, decode.d4.loss_cls: 0.5120, decode.d4.loss_mask: 0.6040, decode.d4.loss_dice: 0.9270, decode.d5.loss_cls: 0.5017, decode.d5.loss_mask: 0.6028, decode.d5.loss_dice: 0.9298, decode.d6.loss_cls: 0.4942, decode.d6.loss_mask: 0.5986, decode.d6.loss_dice: 0.9195, decode.d7.loss_cls: 0.4968, decode.d7.loss_mask: 0.6026, decode.d7.loss_dice: 0.9270, decode.d8.loss_cls: 0.4937, decode.d8.loss_mask: 0.5983, decode.d8.loss_dice: 0.9216, loss: 22.6883 2022-04-26 12:49:29,370 - mmseg - INFO - Iter [39750/160000] lr: 1.079e-06, eta: 1 day, 12:54:31, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5049, decode.loss_mask: 0.6088, decode.loss_dice: 0.9181, decode.d0.loss_cls: 2.4005, decode.d0.loss_mask: 0.6441, decode.d0.loss_dice: 1.0631, decode.d1.loss_cls: 0.6185, decode.d1.loss_mask: 0.6311, decode.d1.loss_dice: 0.9872, decode.d2.loss_cls: 0.5459, decode.d2.loss_mask: 0.6191, decode.d2.loss_dice: 0.9481, decode.d3.loss_cls: 0.5228, decode.d3.loss_mask: 0.6104, decode.d3.loss_dice: 0.9310, decode.d4.loss_cls: 0.5249, decode.d4.loss_mask: 0.6091, decode.d4.loss_dice: 0.9288, decode.d5.loss_cls: 0.5063, decode.d5.loss_mask: 0.6089, decode.d5.loss_dice: 0.9318, decode.d6.loss_cls: 0.5023, decode.d6.loss_mask: 0.6097, decode.d6.loss_dice: 0.9225, decode.d7.loss_cls: 0.4949, decode.d7.loss_mask: 0.6067, decode.d7.loss_dice: 0.9246, decode.d8.loss_cls: 0.4981, decode.d8.loss_mask: 0.6094, decode.d8.loss_dice: 0.9191, loss: 22.7506 2022-04-26 12:50:23,943 - mmseg - INFO - Iter [39800/160000] lr: 1.079e-06, eta: 1 day, 12:53:34, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5108, decode.loss_mask: 0.6235, decode.loss_dice: 0.9150, decode.d0.loss_cls: 2.3896, decode.d0.loss_mask: 0.6693, decode.d0.loss_dice: 1.0692, decode.d1.loss_cls: 0.6189, decode.d1.loss_mask: 0.6464, decode.d1.loss_dice: 0.9842, decode.d2.loss_cls: 0.5548, decode.d2.loss_mask: 0.6329, decode.d2.loss_dice: 0.9448, decode.d3.loss_cls: 0.5340, decode.d3.loss_mask: 0.6283, decode.d3.loss_dice: 0.9252, decode.d4.loss_cls: 0.5171, decode.d4.loss_mask: 0.6295, decode.d4.loss_dice: 0.9274, decode.d5.loss_cls: 0.5089, decode.d5.loss_mask: 0.6293, decode.d5.loss_dice: 0.9229, decode.d6.loss_cls: 0.4988, decode.d6.loss_mask: 0.6269, decode.d6.loss_dice: 0.9210, decode.d7.loss_cls: 0.5059, decode.d7.loss_mask: 0.6271, decode.d7.loss_dice: 0.9181, decode.d8.loss_cls: 0.5052, decode.d8.loss_mask: 0.6258, decode.d8.loss_dice: 0.9169, loss: 22.9278 2022-04-26 12:51:18,529 - mmseg - INFO - Iter [39850/160000] lr: 1.078e-06, eta: 1 day, 12:52:36, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5380, decode.loss_mask: 0.6044, decode.loss_dice: 0.9321, decode.d0.loss_cls: 2.4790, decode.d0.loss_mask: 0.6528, decode.d0.loss_dice: 1.1006, decode.d1.loss_cls: 0.6621, decode.d1.loss_mask: 0.6248, decode.d1.loss_dice: 1.0088, decode.d2.loss_cls: 0.6036, decode.d2.loss_mask: 0.6103, decode.d2.loss_dice: 0.9641, decode.d3.loss_cls: 0.5714, decode.d3.loss_mask: 0.6042, decode.d3.loss_dice: 0.9414, decode.d4.loss_cls: 0.5615, decode.d4.loss_mask: 0.6064, decode.d4.loss_dice: 0.9426, decode.d5.loss_cls: 0.5435, decode.d5.loss_mask: 0.6044, decode.d5.loss_dice: 0.9366, decode.d6.loss_cls: 0.5411, decode.d6.loss_mask: 0.6062, decode.d6.loss_dice: 0.9311, decode.d7.loss_cls: 0.5391, decode.d7.loss_mask: 0.6081, decode.d7.loss_dice: 0.9302, decode.d8.loss_cls: 0.5413, decode.d8.loss_mask: 0.6050, decode.d8.loss_dice: 0.9306, loss: 23.3254 2022-04-26 12:52:13,073 - mmseg - INFO - Iter [39900/160000] lr: 1.078e-06, eta: 1 day, 12:51:39, time: 1.091, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5286, decode.loss_mask: 0.6266, decode.loss_dice: 0.9376, decode.d0.loss_cls: 2.3958, decode.d0.loss_mask: 0.6704, decode.d0.loss_dice: 1.0862, decode.d1.loss_cls: 0.6438, decode.d1.loss_mask: 0.6472, decode.d1.loss_dice: 0.9913, decode.d2.loss_cls: 0.5849, decode.d2.loss_mask: 0.6318, decode.d2.loss_dice: 0.9569, decode.d3.loss_cls: 0.5536, decode.d3.loss_mask: 0.6244, decode.d3.loss_dice: 0.9385, decode.d4.loss_cls: 0.5380, decode.d4.loss_mask: 0.6249, decode.d4.loss_dice: 0.9407, decode.d5.loss_cls: 0.5356, decode.d5.loss_mask: 0.6260, decode.d5.loss_dice: 0.9342, decode.d6.loss_cls: 0.5293, decode.d6.loss_mask: 0.6243, decode.d6.loss_dice: 0.9288, decode.d7.loss_cls: 0.5292, decode.d7.loss_mask: 0.6261, decode.d7.loss_dice: 0.9314, decode.d8.loss_cls: 0.5282, decode.d8.loss_mask: 0.6258, decode.d8.loss_dice: 0.9354, loss: 23.2755 2022-04-26 12:53:07,821 - mmseg - INFO - Iter [39950/160000] lr: 1.077e-06, eta: 1 day, 12:50:42, time: 1.095, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4759, decode.loss_mask: 0.5965, decode.loss_dice: 0.8991, decode.d0.loss_cls: 2.4536, decode.d0.loss_mask: 0.6330, decode.d0.loss_dice: 1.0551, decode.d1.loss_cls: 0.5989, decode.d1.loss_mask: 0.6096, decode.d1.loss_dice: 0.9637, decode.d2.loss_cls: 0.5361, decode.d2.loss_mask: 0.6029, decode.d2.loss_dice: 0.9364, decode.d3.loss_cls: 0.5133, decode.d3.loss_mask: 0.5961, decode.d3.loss_dice: 0.9115, decode.d4.loss_cls: 0.5012, decode.d4.loss_mask: 0.5972, decode.d4.loss_dice: 0.9077, decode.d5.loss_cls: 0.4865, decode.d5.loss_mask: 0.5957, decode.d5.loss_dice: 0.9081, decode.d6.loss_cls: 0.4823, decode.d6.loss_mask: 0.5934, decode.d6.loss_dice: 0.9051, decode.d7.loss_cls: 0.4825, decode.d7.loss_mask: 0.5934, decode.d7.loss_dice: 0.9022, decode.d8.loss_cls: 0.4781, decode.d8.loss_mask: 0.5955, decode.d8.loss_dice: 0.9045, loss: 22.3149 2022-04-26 12:54:02,197 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 12:54:02,202 - mmseg - INFO - Iter [40000/160000] lr: 1.077e-06, eta: 1 day, 12:49:44, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4908, decode.loss_mask: 0.6022, decode.loss_dice: 0.8896, decode.d0.loss_cls: 2.3901, decode.d0.loss_mask: 0.6439, decode.d0.loss_dice: 1.0339, decode.d1.loss_cls: 0.6084, decode.d1.loss_mask: 0.6224, decode.d1.loss_dice: 0.9512, decode.d2.loss_cls: 0.5456, decode.d2.loss_mask: 0.6082, decode.d2.loss_dice: 0.9184, decode.d3.loss_cls: 0.5111, decode.d3.loss_mask: 0.6054, decode.d3.loss_dice: 0.8961, decode.d4.loss_cls: 0.5054, decode.d4.loss_mask: 0.6026, decode.d4.loss_dice: 0.8962, decode.d5.loss_cls: 0.5033, decode.d5.loss_mask: 0.6010, decode.d5.loss_dice: 0.8950, decode.d6.loss_cls: 0.4960, decode.d6.loss_mask: 0.5998, decode.d6.loss_dice: 0.8862, decode.d7.loss_cls: 0.4931, decode.d7.loss_mask: 0.5999, decode.d7.loss_dice: 0.8882, decode.d8.loss_cls: 0.4849, decode.d8.loss_mask: 0.6000, decode.d8.loss_dice: 0.8893, loss: 22.2580 2022-04-26 12:54:56,260 - mmseg - INFO - Iter [40050/160000] lr: 1.076e-06, eta: 1 day, 12:48:46, time: 1.081, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5079, decode.loss_mask: 0.5878, decode.loss_dice: 0.9166, decode.d0.loss_cls: 2.4988, decode.d0.loss_mask: 0.6337, decode.d0.loss_dice: 1.0748, decode.d1.loss_cls: 0.6164, decode.d1.loss_mask: 0.6109, decode.d1.loss_dice: 0.9837, decode.d2.loss_cls: 0.5586, decode.d2.loss_mask: 0.5959, decode.d2.loss_dice: 0.9437, decode.d3.loss_cls: 0.5351, decode.d3.loss_mask: 0.5889, decode.d3.loss_dice: 0.9270, decode.d4.loss_cls: 0.5225, decode.d4.loss_mask: 0.5909, decode.d4.loss_dice: 0.9234, decode.d5.loss_cls: 0.5121, decode.d5.loss_mask: 0.5938, decode.d5.loss_dice: 0.9288, decode.d6.loss_cls: 0.5056, decode.d6.loss_mask: 0.5910, decode.d6.loss_dice: 0.9211, decode.d7.loss_cls: 0.5025, decode.d7.loss_mask: 0.5890, decode.d7.loss_dice: 0.9217, decode.d8.loss_cls: 0.5054, decode.d8.loss_mask: 0.5889, decode.d8.loss_dice: 0.9193, loss: 22.6960 2022-04-26 12:55:50,566 - mmseg - INFO - Iter [40100/160000] lr: 1.076e-06, eta: 1 day, 12:47:48, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5475, decode.loss_mask: 0.6023, decode.loss_dice: 0.9257, decode.d0.loss_cls: 2.4851, decode.d0.loss_mask: 0.6487, decode.d0.loss_dice: 1.0808, decode.d1.loss_cls: 0.6541, decode.d1.loss_mask: 0.6210, decode.d1.loss_dice: 0.9873, decode.d2.loss_cls: 0.5926, decode.d2.loss_mask: 0.6093, decode.d2.loss_dice: 0.9514, decode.d3.loss_cls: 0.5747, decode.d3.loss_mask: 0.6031, decode.d3.loss_dice: 0.9342, decode.d4.loss_cls: 0.5637, decode.d4.loss_mask: 0.6008, decode.d4.loss_dice: 0.9322, decode.d5.loss_cls: 0.5487, decode.d5.loss_mask: 0.6026, decode.d5.loss_dice: 0.9329, decode.d6.loss_cls: 0.5503, decode.d6.loss_mask: 0.6031, decode.d6.loss_dice: 0.9272, decode.d7.loss_cls: 0.5552, decode.d7.loss_mask: 0.6005, decode.d7.loss_dice: 0.9283, decode.d8.loss_cls: 0.5463, decode.d8.loss_mask: 0.6029, decode.d8.loss_dice: 0.9263, loss: 23.2385 2022-04-26 12:56:45,056 - mmseg - INFO - Iter [40150/160000] lr: 1.076e-06, eta: 1 day, 12:46:50, time: 1.090, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5026, decode.loss_mask: 0.5904, decode.loss_dice: 0.9118, decode.d0.loss_cls: 2.4258, decode.d0.loss_mask: 0.6436, decode.d0.loss_dice: 1.0644, decode.d1.loss_cls: 0.6234, decode.d1.loss_mask: 0.6155, decode.d1.loss_dice: 0.9726, decode.d2.loss_cls: 0.5478, decode.d2.loss_mask: 0.5997, decode.d2.loss_dice: 0.9391, decode.d3.loss_cls: 0.5319, decode.d3.loss_mask: 0.5981, decode.d3.loss_dice: 0.9152, decode.d4.loss_cls: 0.5222, decode.d4.loss_mask: 0.5935, decode.d4.loss_dice: 0.9156, decode.d5.loss_cls: 0.5092, decode.d5.loss_mask: 0.5900, decode.d5.loss_dice: 0.9144, decode.d6.loss_cls: 0.5047, decode.d6.loss_mask: 0.5894, decode.d6.loss_dice: 0.9117, decode.d7.loss_cls: 0.5045, decode.d7.loss_mask: 0.5910, decode.d7.loss_dice: 0.9114, decode.d8.loss_cls: 0.5042, decode.d8.loss_mask: 0.5902, decode.d8.loss_dice: 0.9117, loss: 22.5455 2022-04-26 12:57:39,139 - mmseg - INFO - Iter [40200/160000] lr: 1.075e-06, eta: 1 day, 12:45:51, time: 1.082, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5121, decode.loss_mask: 0.5683, decode.loss_dice: 0.8884, decode.d0.loss_cls: 2.4718, decode.d0.loss_mask: 0.6090, decode.d0.loss_dice: 1.0387, decode.d1.loss_cls: 0.6228, decode.d1.loss_mask: 0.5938, decode.d1.loss_dice: 0.9610, decode.d2.loss_cls: 0.5615, decode.d2.loss_mask: 0.5784, decode.d2.loss_dice: 0.9237, decode.d3.loss_cls: 0.5315, decode.d3.loss_mask: 0.5754, decode.d3.loss_dice: 0.9009, decode.d4.loss_cls: 0.5208, decode.d4.loss_mask: 0.5755, decode.d4.loss_dice: 0.9028, decode.d5.loss_cls: 0.5155, decode.d5.loss_mask: 0.5734, decode.d5.loss_dice: 0.8978, decode.d6.loss_cls: 0.5185, decode.d6.loss_mask: 0.5697, decode.d6.loss_dice: 0.8897, decode.d7.loss_cls: 0.5108, decode.d7.loss_mask: 0.5722, decode.d7.loss_dice: 0.8950, decode.d8.loss_cls: 0.5104, decode.d8.loss_mask: 0.5691, decode.d8.loss_dice: 0.8934, loss: 22.2518 2022-04-26 12:58:33,483 - mmseg - INFO - Iter [40250/160000] lr: 1.075e-06, eta: 1 day, 12:44:54, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5176, decode.loss_mask: 0.6312, decode.loss_dice: 0.9526, decode.d0.loss_cls: 2.4611, decode.d0.loss_mask: 0.6768, decode.d0.loss_dice: 1.0978, decode.d1.loss_cls: 0.6518, decode.d1.loss_mask: 0.6563, decode.d1.loss_dice: 1.0131, decode.d2.loss_cls: 0.5895, decode.d2.loss_mask: 0.6381, decode.d2.loss_dice: 0.9802, decode.d3.loss_cls: 0.5523, decode.d3.loss_mask: 0.6352, decode.d3.loss_dice: 0.9607, decode.d4.loss_cls: 0.5427, decode.d4.loss_mask: 0.6321, decode.d4.loss_dice: 0.9639, decode.d5.loss_cls: 0.5359, decode.d5.loss_mask: 0.6327, decode.d5.loss_dice: 0.9624, decode.d6.loss_cls: 0.5285, decode.d6.loss_mask: 0.6328, decode.d6.loss_dice: 0.9554, decode.d7.loss_cls: 0.5241, decode.d7.loss_mask: 0.6314, decode.d7.loss_dice: 0.9561, decode.d8.loss_cls: 0.5242, decode.d8.loss_mask: 0.6317, decode.d8.loss_dice: 0.9561, loss: 23.6242 2022-04-26 12:59:26,990 - mmseg - INFO - Iter [40300/160000] lr: 1.074e-06, eta: 1 day, 12:43:53, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5041, decode.loss_mask: 0.6013, decode.loss_dice: 0.8835, decode.d0.loss_cls: 2.3997, decode.d0.loss_mask: 0.6467, decode.d0.loss_dice: 1.0264, decode.d1.loss_cls: 0.6305, decode.d1.loss_mask: 0.6176, decode.d1.loss_dice: 0.9405, decode.d2.loss_cls: 0.5614, decode.d2.loss_mask: 0.6023, decode.d2.loss_dice: 0.9100, decode.d3.loss_cls: 0.5349, decode.d3.loss_mask: 0.5952, decode.d3.loss_dice: 0.8862, decode.d4.loss_cls: 0.5180, decode.d4.loss_mask: 0.5971, decode.d4.loss_dice: 0.8909, decode.d5.loss_cls: 0.5102, decode.d5.loss_mask: 0.5992, decode.d5.loss_dice: 0.8875, decode.d6.loss_cls: 0.5060, decode.d6.loss_mask: 0.5971, decode.d6.loss_dice: 0.8847, decode.d7.loss_cls: 0.5093, decode.d7.loss_mask: 0.5945, decode.d7.loss_dice: 0.8884, decode.d8.loss_cls: 0.5003, decode.d8.loss_mask: 0.6002, decode.d8.loss_dice: 0.8863, loss: 22.3101 2022-04-26 13:00:19,908 - mmseg - INFO - Iter [40350/160000] lr: 1.074e-06, eta: 1 day, 12:42:51, time: 1.058, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4999, decode.loss_mask: 0.5769, decode.loss_dice: 0.9130, decode.d0.loss_cls: 2.4213, decode.d0.loss_mask: 0.6237, decode.d0.loss_dice: 1.0698, decode.d1.loss_cls: 0.6230, decode.d1.loss_mask: 0.5962, decode.d1.loss_dice: 0.9831, decode.d2.loss_cls: 0.5573, decode.d2.loss_mask: 0.5861, decode.d2.loss_dice: 0.9481, decode.d3.loss_cls: 0.5271, decode.d3.loss_mask: 0.5799, decode.d3.loss_dice: 0.9154, decode.d4.loss_cls: 0.5139, decode.d4.loss_mask: 0.5800, decode.d4.loss_dice: 0.9151, decode.d5.loss_cls: 0.5000, decode.d5.loss_mask: 0.5808, decode.d5.loss_dice: 0.9151, decode.d6.loss_cls: 0.5030, decode.d6.loss_mask: 0.5782, decode.d6.loss_dice: 0.9103, decode.d7.loss_cls: 0.4942, decode.d7.loss_mask: 0.5806, decode.d7.loss_dice: 0.9111, decode.d8.loss_cls: 0.4980, decode.d8.loss_mask: 0.5776, decode.d8.loss_dice: 0.9169, loss: 22.3957 2022-04-26 13:01:14,156 - mmseg - INFO - Iter [40400/160000] lr: 1.073e-06, eta: 1 day, 12:41:53, time: 1.085, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5311, decode.loss_mask: 0.6050, decode.loss_dice: 0.9309, decode.d0.loss_cls: 2.4264, decode.d0.loss_mask: 0.6537, decode.d0.loss_dice: 1.0682, decode.d1.loss_cls: 0.6272, decode.d1.loss_mask: 0.6295, decode.d1.loss_dice: 0.9873, decode.d2.loss_cls: 0.5705, decode.d2.loss_mask: 0.6108, decode.d2.loss_dice: 0.9520, decode.d3.loss_cls: 0.5527, decode.d3.loss_mask: 0.6069, decode.d3.loss_dice: 0.9346, decode.d4.loss_cls: 0.5457, decode.d4.loss_mask: 0.6043, decode.d4.loss_dice: 0.9422, decode.d5.loss_cls: 0.5336, decode.d5.loss_mask: 0.6050, decode.d5.loss_dice: 0.9371, decode.d6.loss_cls: 0.5303, decode.d6.loss_mask: 0.6057, decode.d6.loss_dice: 0.9292, decode.d7.loss_cls: 0.5317, decode.d7.loss_mask: 0.6036, decode.d7.loss_dice: 0.9348, decode.d8.loss_cls: 0.5245, decode.d8.loss_mask: 0.6085, decode.d8.loss_dice: 0.9311, loss: 23.0540 2022-04-26 13:02:10,963 - mmseg - INFO - Iter [40450/160000] lr: 1.073e-06, eta: 1 day, 12:41:02, time: 1.136, data_time: 0.068, memory: 64049, decode.loss_cls: 0.5242, decode.loss_mask: 0.5785, decode.loss_dice: 0.9098, decode.d0.loss_cls: 2.5278, decode.d0.loss_mask: 0.6290, decode.d0.loss_dice: 1.0817, decode.d1.loss_cls: 0.6719, decode.d1.loss_mask: 0.6031, decode.d1.loss_dice: 0.9801, decode.d2.loss_cls: 0.5960, decode.d2.loss_mask: 0.5873, decode.d2.loss_dice: 0.9355, decode.d3.loss_cls: 0.5555, decode.d3.loss_mask: 0.5878, decode.d3.loss_dice: 0.9166, decode.d4.loss_cls: 0.5386, decode.d4.loss_mask: 0.5830, decode.d4.loss_dice: 0.9224, decode.d5.loss_cls: 0.5353, decode.d5.loss_mask: 0.5812, decode.d5.loss_dice: 0.9136, decode.d6.loss_cls: 0.5252, decode.d6.loss_mask: 0.5820, decode.d6.loss_dice: 0.9066, decode.d7.loss_cls: 0.5248, decode.d7.loss_mask: 0.5782, decode.d7.loss_dice: 0.9137, decode.d8.loss_cls: 0.5243, decode.d8.loss_mask: 0.5800, decode.d8.loss_dice: 0.9085, loss: 22.8021 2022-04-26 13:03:04,880 - mmseg - INFO - Iter [40500/160000] lr: 1.072e-06, eta: 1 day, 12:40:03, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4664, decode.loss_mask: 0.5995, decode.loss_dice: 0.9092, decode.d0.loss_cls: 2.3906, decode.d0.loss_mask: 0.6467, decode.d0.loss_dice: 1.0669, decode.d1.loss_cls: 0.5760, decode.d1.loss_mask: 0.6231, decode.d1.loss_dice: 0.9760, decode.d2.loss_cls: 0.5196, decode.d2.loss_mask: 0.6072, decode.d2.loss_dice: 0.9395, decode.d3.loss_cls: 0.4856, decode.d3.loss_mask: 0.6046, decode.d3.loss_dice: 0.9141, decode.d4.loss_cls: 0.4719, decode.d4.loss_mask: 0.6037, decode.d4.loss_dice: 0.9175, decode.d5.loss_cls: 0.4746, decode.d5.loss_mask: 0.6007, decode.d5.loss_dice: 0.9126, decode.d6.loss_cls: 0.4649, decode.d6.loss_mask: 0.5991, decode.d6.loss_dice: 0.9056, decode.d7.loss_cls: 0.4639, decode.d7.loss_mask: 0.5977, decode.d7.loss_dice: 0.9118, decode.d8.loss_cls: 0.4627, decode.d8.loss_mask: 0.6000, decode.d8.loss_dice: 0.9045, loss: 22.2163 2022-04-26 13:03:58,609 - mmseg - INFO - Iter [40550/160000] lr: 1.072e-06, eta: 1 day, 12:39:04, time: 1.075, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5109, decode.loss_mask: 0.5792, decode.loss_dice: 0.9237, decode.d0.loss_cls: 2.4606, decode.d0.loss_mask: 0.6163, decode.d0.loss_dice: 1.0791, decode.d1.loss_cls: 0.6321, decode.d1.loss_mask: 0.5954, decode.d1.loss_dice: 0.9885, decode.d2.loss_cls: 0.5698, decode.d2.loss_mask: 0.5825, decode.d2.loss_dice: 0.9481, decode.d3.loss_cls: 0.5296, decode.d3.loss_mask: 0.5817, decode.d3.loss_dice: 0.9325, decode.d4.loss_cls: 0.5287, decode.d4.loss_mask: 0.5806, decode.d4.loss_dice: 0.9282, decode.d5.loss_cls: 0.5251, decode.d5.loss_mask: 0.5777, decode.d5.loss_dice: 0.9272, decode.d6.loss_cls: 0.5163, decode.d6.loss_mask: 0.5792, decode.d6.loss_dice: 0.9193, decode.d7.loss_cls: 0.5220, decode.d7.loss_mask: 0.5777, decode.d7.loss_dice: 0.9216, decode.d8.loss_cls: 0.5094, decode.d8.loss_mask: 0.5777, decode.d8.loss_dice: 0.9218, loss: 22.6426 2022-04-26 13:04:52,618 - mmseg - INFO - Iter [40600/160000] lr: 1.071e-06, eta: 1 day, 12:38:05, time: 1.080, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4871, decode.loss_mask: 0.5933, decode.loss_dice: 0.8822, decode.d0.loss_cls: 2.3975, decode.d0.loss_mask: 0.6478, decode.d0.loss_dice: 1.0488, decode.d1.loss_cls: 0.6054, decode.d1.loss_mask: 0.6163, decode.d1.loss_dice: 0.9472, decode.d2.loss_cls: 0.5392, decode.d2.loss_mask: 0.6008, decode.d2.loss_dice: 0.9155, decode.d3.loss_cls: 0.5205, decode.d3.loss_mask: 0.5969, decode.d3.loss_dice: 0.8953, decode.d4.loss_cls: 0.5067, decode.d4.loss_mask: 0.5976, decode.d4.loss_dice: 0.8978, decode.d5.loss_cls: 0.4979, decode.d5.loss_mask: 0.5959, decode.d5.loss_dice: 0.8884, decode.d6.loss_cls: 0.4920, decode.d6.loss_mask: 0.5924, decode.d6.loss_dice: 0.8833, decode.d7.loss_cls: 0.4862, decode.d7.loss_mask: 0.5935, decode.d7.loss_dice: 0.8832, decode.d8.loss_cls: 0.4872, decode.d8.loss_mask: 0.5928, decode.d8.loss_dice: 0.8797, loss: 22.1683 2022-04-26 13:05:46,883 - mmseg - INFO - Iter [40650/160000] lr: 1.071e-06, eta: 1 day, 12:37:07, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5351, decode.loss_mask: 0.6069, decode.loss_dice: 0.9418, decode.d0.loss_cls: 2.4442, decode.d0.loss_mask: 0.6441, decode.d0.loss_dice: 1.1007, decode.d1.loss_cls: 0.6411, decode.d1.loss_mask: 0.6274, decode.d1.loss_dice: 1.0056, decode.d2.loss_cls: 0.5745, decode.d2.loss_mask: 0.6137, decode.d2.loss_dice: 0.9694, decode.d3.loss_cls: 0.5506, decode.d3.loss_mask: 0.6066, decode.d3.loss_dice: 0.9516, decode.d4.loss_cls: 0.5428, decode.d4.loss_mask: 0.6042, decode.d4.loss_dice: 0.9509, decode.d5.loss_cls: 0.5423, decode.d5.loss_mask: 0.6045, decode.d5.loss_dice: 0.9425, decode.d6.loss_cls: 0.5324, decode.d6.loss_mask: 0.6027, decode.d6.loss_dice: 0.9415, decode.d7.loss_cls: 0.5342, decode.d7.loss_mask: 0.6036, decode.d7.loss_dice: 0.9436, decode.d8.loss_cls: 0.5369, decode.d8.loss_mask: 0.6050, decode.d8.loss_dice: 0.9392, loss: 23.2397 2022-04-26 13:06:40,715 - mmseg - INFO - Iter [40700/160000] lr: 1.071e-06, eta: 1 day, 12:36:07, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4966, decode.loss_mask: 0.5917, decode.loss_dice: 0.9022, decode.d0.loss_cls: 2.4687, decode.d0.loss_mask: 0.6491, decode.d0.loss_dice: 1.0660, decode.d1.loss_cls: 0.6277, decode.d1.loss_mask: 0.6221, decode.d1.loss_dice: 0.9705, decode.d2.loss_cls: 0.5515, decode.d2.loss_mask: 0.6070, decode.d2.loss_dice: 0.9236, decode.d3.loss_cls: 0.5216, decode.d3.loss_mask: 0.5978, decode.d3.loss_dice: 0.9093, decode.d4.loss_cls: 0.5094, decode.d4.loss_mask: 0.5954, decode.d4.loss_dice: 0.9075, decode.d5.loss_cls: 0.5058, decode.d5.loss_mask: 0.5953, decode.d5.loss_dice: 0.9021, decode.d6.loss_cls: 0.4933, decode.d6.loss_mask: 0.5908, decode.d6.loss_dice: 0.9048, decode.d7.loss_cls: 0.4949, decode.d7.loss_mask: 0.5931, decode.d7.loss_dice: 0.8993, decode.d8.loss_cls: 0.4951, decode.d8.loss_mask: 0.5906, decode.d8.loss_dice: 0.9028, loss: 22.4853 2022-04-26 13:07:35,071 - mmseg - INFO - Iter [40750/160000] lr: 1.070e-06, eta: 1 day, 12:35:10, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5133, decode.loss_mask: 0.5923, decode.loss_dice: 0.9064, decode.d0.loss_cls: 2.4233, decode.d0.loss_mask: 0.6381, decode.d0.loss_dice: 1.0594, decode.d1.loss_cls: 0.6038, decode.d1.loss_mask: 0.6211, decode.d1.loss_dice: 0.9787, decode.d2.loss_cls: 0.5505, decode.d2.loss_mask: 0.6050, decode.d2.loss_dice: 0.9356, decode.d3.loss_cls: 0.5240, decode.d3.loss_mask: 0.5936, decode.d3.loss_dice: 0.9155, decode.d4.loss_cls: 0.5156, decode.d4.loss_mask: 0.5923, decode.d4.loss_dice: 0.9169, decode.d5.loss_cls: 0.5060, decode.d5.loss_mask: 0.5946, decode.d5.loss_dice: 0.9134, decode.d6.loss_cls: 0.5078, decode.d6.loss_mask: 0.5947, decode.d6.loss_dice: 0.9115, decode.d7.loss_cls: 0.5061, decode.d7.loss_mask: 0.5936, decode.d7.loss_dice: 0.9101, decode.d8.loss_cls: 0.5051, decode.d8.loss_mask: 0.5908, decode.d8.loss_dice: 0.9074, loss: 22.5267 2022-04-26 13:08:28,969 - mmseg - INFO - Iter [40800/160000] lr: 1.070e-06, eta: 1 day, 12:34:10, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4756, decode.loss_mask: 0.5930, decode.loss_dice: 0.9023, decode.d0.loss_cls: 2.4133, decode.d0.loss_mask: 0.6394, decode.d0.loss_dice: 1.0445, decode.d1.loss_cls: 0.5725, decode.d1.loss_mask: 0.6188, decode.d1.loss_dice: 0.9652, decode.d2.loss_cls: 0.5241, decode.d2.loss_mask: 0.6063, decode.d2.loss_dice: 0.9340, decode.d3.loss_cls: 0.4996, decode.d3.loss_mask: 0.6012, decode.d3.loss_dice: 0.9142, decode.d4.loss_cls: 0.4868, decode.d4.loss_mask: 0.6007, decode.d4.loss_dice: 0.9167, decode.d5.loss_cls: 0.4822, decode.d5.loss_mask: 0.5980, decode.d5.loss_dice: 0.9118, decode.d6.loss_cls: 0.4793, decode.d6.loss_mask: 0.5984, decode.d6.loss_dice: 0.9006, decode.d7.loss_cls: 0.4725, decode.d7.loss_mask: 0.5969, decode.d7.loss_dice: 0.9056, decode.d8.loss_cls: 0.4749, decode.d8.loss_mask: 0.5951, decode.d8.loss_dice: 0.9041, loss: 22.2276 2022-04-26 13:09:22,745 - mmseg - INFO - Iter [40850/160000] lr: 1.069e-06, eta: 1 day, 12:33:11, time: 1.076, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4906, decode.loss_mask: 0.5927, decode.loss_dice: 0.9420, decode.d0.loss_cls: 2.4118, decode.d0.loss_mask: 0.6320, decode.d0.loss_dice: 1.0879, decode.d1.loss_cls: 0.6010, decode.d1.loss_mask: 0.6050, decode.d1.loss_dice: 1.0005, decode.d2.loss_cls: 0.5416, decode.d2.loss_mask: 0.5950, decode.d2.loss_dice: 0.9627, decode.d3.loss_cls: 0.5076, decode.d3.loss_mask: 0.5909, decode.d3.loss_dice: 0.9471, decode.d4.loss_cls: 0.4986, decode.d4.loss_mask: 0.5905, decode.d4.loss_dice: 0.9542, decode.d5.loss_cls: 0.4931, decode.d5.loss_mask: 0.5929, decode.d5.loss_dice: 0.9497, decode.d6.loss_cls: 0.4830, decode.d6.loss_mask: 0.5884, decode.d6.loss_dice: 0.9440, decode.d7.loss_cls: 0.4893, decode.d7.loss_mask: 0.5867, decode.d7.loss_dice: 0.9423, decode.d8.loss_cls: 0.4845, decode.d8.loss_mask: 0.5914, decode.d8.loss_dice: 0.9438, loss: 22.6409 2022-04-26 13:10:16,173 - mmseg - INFO - Iter [40900/160000] lr: 1.069e-06, eta: 1 day, 12:32:11, time: 1.069, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4758, decode.loss_mask: 0.5920, decode.loss_dice: 0.9132, decode.d0.loss_cls: 2.4229, decode.d0.loss_mask: 0.6421, decode.d0.loss_dice: 1.0686, decode.d1.loss_cls: 0.5898, decode.d1.loss_mask: 0.6167, decode.d1.loss_dice: 0.9804, decode.d2.loss_cls: 0.5242, decode.d2.loss_mask: 0.6032, decode.d2.loss_dice: 0.9486, decode.d3.loss_cls: 0.4981, decode.d3.loss_mask: 0.5975, decode.d3.loss_dice: 0.9238, decode.d4.loss_cls: 0.4889, decode.d4.loss_mask: 0.5964, decode.d4.loss_dice: 0.9252, decode.d5.loss_cls: 0.4866, decode.d5.loss_mask: 0.5962, decode.d5.loss_dice: 0.9164, decode.d6.loss_cls: 0.4805, decode.d6.loss_mask: 0.5900, decode.d6.loss_dice: 0.9154, decode.d7.loss_cls: 0.4757, decode.d7.loss_mask: 0.5893, decode.d7.loss_dice: 0.9139, decode.d8.loss_cls: 0.4756, decode.d8.loss_mask: 0.5907, decode.d8.loss_dice: 0.9155, loss: 22.3532 2022-04-26 13:11:08,740 - mmseg - INFO - Iter [40950/160000] lr: 1.068e-06, eta: 1 day, 12:31:08, time: 1.051, data_time: 0.018, memory: 64049, decode.loss_cls: 0.4789, decode.loss_mask: 0.5750, decode.loss_dice: 0.8844, decode.d0.loss_cls: 2.3926, decode.d0.loss_mask: 0.6152, decode.d0.loss_dice: 1.0319, decode.d1.loss_cls: 0.5930, decode.d1.loss_mask: 0.5948, decode.d1.loss_dice: 0.9437, decode.d2.loss_cls: 0.5289, decode.d2.loss_mask: 0.5824, decode.d2.loss_dice: 0.9103, decode.d3.loss_cls: 0.4993, decode.d3.loss_mask: 0.5801, decode.d3.loss_dice: 0.8914, decode.d4.loss_cls: 0.4938, decode.d4.loss_mask: 0.5747, decode.d4.loss_dice: 0.8935, decode.d5.loss_cls: 0.4889, decode.d5.loss_mask: 0.5748, decode.d5.loss_dice: 0.8883, decode.d6.loss_cls: 0.4822, decode.d6.loss_mask: 0.5711, decode.d6.loss_dice: 0.8823, decode.d7.loss_cls: 0.4786, decode.d7.loss_mask: 0.5737, decode.d7.loss_dice: 0.8771, decode.d8.loss_cls: 0.4811, decode.d8.loss_mask: 0.5725, decode.d8.loss_dice: 0.8813, loss: 21.8159 2022-04-26 13:12:01,207 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 13:12:01,215 - mmseg - INFO - Iter [41000/160000] lr: 1.068e-06, eta: 1 day, 12:30:04, time: 1.049, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4827, decode.loss_mask: 0.5925, decode.loss_dice: 0.9195, decode.d0.loss_cls: 2.3837, decode.d0.loss_mask: 0.6357, decode.d0.loss_dice: 1.0792, decode.d1.loss_cls: 0.5911, decode.d1.loss_mask: 0.6129, decode.d1.loss_dice: 0.9865, decode.d2.loss_cls: 0.5316, decode.d2.loss_mask: 0.5954, decode.d2.loss_dice: 0.9449, decode.d3.loss_cls: 0.5093, decode.d3.loss_mask: 0.5941, decode.d3.loss_dice: 0.9257, decode.d4.loss_cls: 0.4978, decode.d4.loss_mask: 0.5949, decode.d4.loss_dice: 0.9289, decode.d5.loss_cls: 0.4790, decode.d5.loss_mask: 0.5960, decode.d5.loss_dice: 0.9287, decode.d6.loss_cls: 0.4810, decode.d6.loss_mask: 0.5931, decode.d6.loss_dice: 0.9242, decode.d7.loss_cls: 0.4743, decode.d7.loss_mask: 0.5919, decode.d7.loss_dice: 0.9231, decode.d8.loss_cls: 0.4746, decode.d8.loss_mask: 0.5906, decode.d8.loss_dice: 0.9203, loss: 22.3830 2022-04-26 13:12:53,943 - mmseg - INFO - Iter [41050/160000] lr: 1.067e-06, eta: 1 day, 12:29:02, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5230, decode.loss_mask: 0.5937, decode.loss_dice: 0.9112, decode.d0.loss_cls: 2.5087, decode.d0.loss_mask: 0.6342, decode.d0.loss_dice: 1.0681, decode.d1.loss_cls: 0.6527, decode.d1.loss_mask: 0.6062, decode.d1.loss_dice: 0.9742, decode.d2.loss_cls: 0.5763, decode.d2.loss_mask: 0.6011, decode.d2.loss_dice: 0.9339, decode.d3.loss_cls: 0.5487, decode.d3.loss_mask: 0.5981, decode.d3.loss_dice: 0.9131, decode.d4.loss_cls: 0.5389, decode.d4.loss_mask: 0.5966, decode.d4.loss_dice: 0.9170, decode.d5.loss_cls: 0.5327, decode.d5.loss_mask: 0.5914, decode.d5.loss_dice: 0.9112, decode.d6.loss_cls: 0.5295, decode.d6.loss_mask: 0.5939, decode.d6.loss_dice: 0.9037, decode.d7.loss_cls: 0.5254, decode.d7.loss_mask: 0.5903, decode.d7.loss_dice: 0.9142, decode.d8.loss_cls: 0.5278, decode.d8.loss_mask: 0.5913, decode.d8.loss_dice: 0.9087, loss: 22.8161 2022-04-26 13:13:47,816 - mmseg - INFO - Iter [41100/160000] lr: 1.067e-06, eta: 1 day, 12:28:03, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4800, decode.loss_mask: 0.5879, decode.loss_dice: 0.8762, decode.d0.loss_cls: 2.4221, decode.d0.loss_mask: 0.6371, decode.d0.loss_dice: 1.0330, decode.d1.loss_cls: 0.5897, decode.d1.loss_mask: 0.6135, decode.d1.loss_dice: 0.9349, decode.d2.loss_cls: 0.5364, decode.d2.loss_mask: 0.6009, decode.d2.loss_dice: 0.9043, decode.d3.loss_cls: 0.5030, decode.d3.loss_mask: 0.5903, decode.d3.loss_dice: 0.8801, decode.d4.loss_cls: 0.4937, decode.d4.loss_mask: 0.5897, decode.d4.loss_dice: 0.8844, decode.d5.loss_cls: 0.4875, decode.d5.loss_mask: 0.5878, decode.d5.loss_dice: 0.8825, decode.d6.loss_cls: 0.4841, decode.d6.loss_mask: 0.5887, decode.d6.loss_dice: 0.8714, decode.d7.loss_cls: 0.4757, decode.d7.loss_mask: 0.5865, decode.d7.loss_dice: 0.8755, decode.d8.loss_cls: 0.4819, decode.d8.loss_mask: 0.5877, decode.d8.loss_dice: 0.8795, loss: 21.9461 2022-04-26 13:14:42,609 - mmseg - INFO - Iter [41150/160000] lr: 1.067e-06, eta: 1 day, 12:27:07, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4939, decode.loss_mask: 0.5882, decode.loss_dice: 0.8981, decode.d0.loss_cls: 2.4527, decode.d0.loss_mask: 0.6421, decode.d0.loss_dice: 1.0460, decode.d1.loss_cls: 0.6222, decode.d1.loss_mask: 0.6142, decode.d1.loss_dice: 0.9554, decode.d2.loss_cls: 0.5567, decode.d2.loss_mask: 0.6030, decode.d2.loss_dice: 0.9231, decode.d3.loss_cls: 0.5248, decode.d3.loss_mask: 0.5981, decode.d3.loss_dice: 0.9095, decode.d4.loss_cls: 0.5162, decode.d4.loss_mask: 0.5928, decode.d4.loss_dice: 0.9103, decode.d5.loss_cls: 0.5005, decode.d5.loss_mask: 0.5919, decode.d5.loss_dice: 0.9079, decode.d6.loss_cls: 0.4991, decode.d6.loss_mask: 0.5882, decode.d6.loss_dice: 0.8977, decode.d7.loss_cls: 0.4980, decode.d7.loss_mask: 0.5880, decode.d7.loss_dice: 0.8969, decode.d8.loss_cls: 0.4921, decode.d8.loss_mask: 0.5890, decode.d8.loss_dice: 0.8991, loss: 22.3959 2022-04-26 13:15:36,773 - mmseg - INFO - Iter [41200/160000] lr: 1.066e-06, eta: 1 day, 12:26:08, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4856, decode.loss_mask: 0.6047, decode.loss_dice: 0.9101, decode.d0.loss_cls: 2.3572, decode.d0.loss_mask: 0.6460, decode.d0.loss_dice: 1.0589, decode.d1.loss_cls: 0.6070, decode.d1.loss_mask: 0.6226, decode.d1.loss_dice: 0.9710, decode.d2.loss_cls: 0.5438, decode.d2.loss_mask: 0.6115, decode.d2.loss_dice: 0.9416, decode.d3.loss_cls: 0.5007, decode.d3.loss_mask: 0.6110, decode.d3.loss_dice: 0.9206, decode.d4.loss_cls: 0.4997, decode.d4.loss_mask: 0.6076, decode.d4.loss_dice: 0.9194, decode.d5.loss_cls: 0.4903, decode.d5.loss_mask: 0.6084, decode.d5.loss_dice: 0.9203, decode.d6.loss_cls: 0.4786, decode.d6.loss_mask: 0.6055, decode.d6.loss_dice: 0.9108, decode.d7.loss_cls: 0.4757, decode.d7.loss_mask: 0.6089, decode.d7.loss_dice: 0.9114, decode.d8.loss_cls: 0.4838, decode.d8.loss_mask: 0.6055, decode.d8.loss_dice: 0.9101, loss: 22.4282 2022-04-26 13:16:30,293 - mmseg - INFO - Iter [41250/160000] lr: 1.066e-06, eta: 1 day, 12:25:08, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4850, decode.loss_mask: 0.5968, decode.loss_dice: 0.8911, decode.d0.loss_cls: 2.3799, decode.d0.loss_mask: 0.6401, decode.d0.loss_dice: 1.0458, decode.d1.loss_cls: 0.5877, decode.d1.loss_mask: 0.6193, decode.d1.loss_dice: 0.9548, decode.d2.loss_cls: 0.5279, decode.d2.loss_mask: 0.6072, decode.d2.loss_dice: 0.9267, decode.d3.loss_cls: 0.5045, decode.d3.loss_mask: 0.6041, decode.d3.loss_dice: 0.9050, decode.d4.loss_cls: 0.4937, decode.d4.loss_mask: 0.6005, decode.d4.loss_dice: 0.8995, decode.d5.loss_cls: 0.4866, decode.d5.loss_mask: 0.6008, decode.d5.loss_dice: 0.9038, decode.d6.loss_cls: 0.4890, decode.d6.loss_mask: 0.5991, decode.d6.loss_dice: 0.8973, decode.d7.loss_cls: 0.4887, decode.d7.loss_mask: 0.6017, decode.d7.loss_dice: 0.8994, decode.d8.loss_cls: 0.4855, decode.d8.loss_mask: 0.6001, decode.d8.loss_dice: 0.9010, loss: 22.2224 2022-04-26 13:17:23,557 - mmseg - INFO - Iter [41300/160000] lr: 1.065e-06, eta: 1 day, 12:24:08, time: 1.066, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4949, decode.loss_mask: 0.5951, decode.loss_dice: 0.9024, decode.d0.loss_cls: 2.3533, decode.d0.loss_mask: 0.6380, decode.d0.loss_dice: 1.0503, decode.d1.loss_cls: 0.6076, decode.d1.loss_mask: 0.6201, decode.d1.loss_dice: 0.9607, decode.d2.loss_cls: 0.5422, decode.d2.loss_mask: 0.6028, decode.d2.loss_dice: 0.9256, decode.d3.loss_cls: 0.5213, decode.d3.loss_mask: 0.5939, decode.d3.loss_dice: 0.9044, decode.d4.loss_cls: 0.5133, decode.d4.loss_mask: 0.5941, decode.d4.loss_dice: 0.9086, decode.d5.loss_cls: 0.5006, decode.d5.loss_mask: 0.5944, decode.d5.loss_dice: 0.9041, decode.d6.loss_cls: 0.4980, decode.d6.loss_mask: 0.5973, decode.d6.loss_dice: 0.9026, decode.d7.loss_cls: 0.4997, decode.d7.loss_mask: 0.5934, decode.d7.loss_dice: 0.8994, decode.d8.loss_cls: 0.4998, decode.d8.loss_mask: 0.5919, decode.d8.loss_dice: 0.8951, loss: 22.3048 2022-04-26 13:18:16,797 - mmseg - INFO - Iter [41350/160000] lr: 1.065e-06, eta: 1 day, 12:23:07, time: 1.065, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4741, decode.loss_mask: 0.6134, decode.loss_dice: 0.9024, decode.d0.loss_cls: 2.3749, decode.d0.loss_mask: 0.6586, decode.d0.loss_dice: 1.0460, decode.d1.loss_cls: 0.5695, decode.d1.loss_mask: 0.6390, decode.d1.loss_dice: 0.9620, decode.d2.loss_cls: 0.5097, decode.d2.loss_mask: 0.6208, decode.d2.loss_dice: 0.9262, decode.d3.loss_cls: 0.4907, decode.d3.loss_mask: 0.6176, decode.d3.loss_dice: 0.9073, decode.d4.loss_cls: 0.4835, decode.d4.loss_mask: 0.6191, decode.d4.loss_dice: 0.9141, decode.d5.loss_cls: 0.4756, decode.d5.loss_mask: 0.6183, decode.d5.loss_dice: 0.9097, decode.d6.loss_cls: 0.4759, decode.d6.loss_mask: 0.6145, decode.d6.loss_dice: 0.9013, decode.d7.loss_cls: 0.4596, decode.d7.loss_mask: 0.6132, decode.d7.loss_dice: 0.9066, decode.d8.loss_cls: 0.4646, decode.d8.loss_mask: 0.6144, decode.d8.loss_dice: 0.8989, loss: 22.2814 2022-04-26 13:19:09,885 - mmseg - INFO - Iter [41400/160000] lr: 1.064e-06, eta: 1 day, 12:22:05, time: 1.062, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4912, decode.loss_mask: 0.5954, decode.loss_dice: 0.8986, decode.d0.loss_cls: 2.4185, decode.d0.loss_mask: 0.6357, decode.d0.loss_dice: 1.0540, decode.d1.loss_cls: 0.6192, decode.d1.loss_mask: 0.6153, decode.d1.loss_dice: 0.9617, decode.d2.loss_cls: 0.5515, decode.d2.loss_mask: 0.5988, decode.d2.loss_dice: 0.9304, decode.d3.loss_cls: 0.5206, decode.d3.loss_mask: 0.5927, decode.d3.loss_dice: 0.9061, decode.d4.loss_cls: 0.5045, decode.d4.loss_mask: 0.5939, decode.d4.loss_dice: 0.9060, decode.d5.loss_cls: 0.4965, decode.d5.loss_mask: 0.5967, decode.d5.loss_dice: 0.9052, decode.d6.loss_cls: 0.4903, decode.d6.loss_mask: 0.5910, decode.d6.loss_dice: 0.8961, decode.d7.loss_cls: 0.4956, decode.d7.loss_mask: 0.5897, decode.d7.loss_dice: 0.8949, decode.d8.loss_cls: 0.4875, decode.d8.loss_mask: 0.5940, decode.d8.loss_dice: 0.9004, loss: 22.3320 2022-04-26 13:20:03,958 - mmseg - INFO - Iter [41450/160000] lr: 1.064e-06, eta: 1 day, 12:21:07, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4952, decode.loss_mask: 0.5997, decode.loss_dice: 0.9025, decode.d0.loss_cls: 2.4082, decode.d0.loss_mask: 0.6493, decode.d0.loss_dice: 1.0642, decode.d1.loss_cls: 0.6021, decode.d1.loss_mask: 0.6238, decode.d1.loss_dice: 0.9711, decode.d2.loss_cls: 0.5415, decode.d2.loss_mask: 0.6132, decode.d2.loss_dice: 0.9356, decode.d3.loss_cls: 0.5014, decode.d3.loss_mask: 0.6097, decode.d3.loss_dice: 0.9226, decode.d4.loss_cls: 0.4981, decode.d4.loss_mask: 0.6048, decode.d4.loss_dice: 0.9162, decode.d5.loss_cls: 0.4950, decode.d5.loss_mask: 0.6003, decode.d5.loss_dice: 0.9120, decode.d6.loss_cls: 0.4891, decode.d6.loss_mask: 0.6001, decode.d6.loss_dice: 0.9044, decode.d7.loss_cls: 0.4801, decode.d7.loss_mask: 0.6013, decode.d7.loss_dice: 0.9127, decode.d8.loss_cls: 0.4850, decode.d8.loss_mask: 0.5999, decode.d8.loss_dice: 0.9072, loss: 22.4461 2022-04-26 13:20:58,552 - mmseg - INFO - Iter [41500/160000] lr: 1.063e-06, eta: 1 day, 12:20:10, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4844, decode.loss_mask: 0.6073, decode.loss_dice: 0.8894, decode.d0.loss_cls: 2.3496, decode.d0.loss_mask: 0.6624, decode.d0.loss_dice: 1.0422, decode.d1.loss_cls: 0.5831, decode.d1.loss_mask: 0.6297, decode.d1.loss_dice: 0.9544, decode.d2.loss_cls: 0.5366, decode.d2.loss_mask: 0.6165, decode.d2.loss_dice: 0.9185, decode.d3.loss_cls: 0.5039, decode.d3.loss_mask: 0.6104, decode.d3.loss_dice: 0.9055, decode.d4.loss_cls: 0.4936, decode.d4.loss_mask: 0.6089, decode.d4.loss_dice: 0.9041, decode.d5.loss_cls: 0.4896, decode.d5.loss_mask: 0.6078, decode.d5.loss_dice: 0.8967, decode.d6.loss_cls: 0.4962, decode.d6.loss_mask: 0.6062, decode.d6.loss_dice: 0.8880, decode.d7.loss_cls: 0.4893, decode.d7.loss_mask: 0.6054, decode.d7.loss_dice: 0.8905, decode.d8.loss_cls: 0.4878, decode.d8.loss_mask: 0.6072, decode.d8.loss_dice: 0.8865, loss: 22.2517 2022-04-26 13:21:52,543 - mmseg - INFO - Iter [41550/160000] lr: 1.063e-06, eta: 1 day, 12:19:12, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5001, decode.loss_mask: 0.6056, decode.loss_dice: 0.8895, decode.d0.loss_cls: 2.4295, decode.d0.loss_mask: 0.6541, decode.d0.loss_dice: 1.0503, decode.d1.loss_cls: 0.5915, decode.d1.loss_mask: 0.6253, decode.d1.loss_dice: 0.9543, decode.d2.loss_cls: 0.5370, decode.d2.loss_mask: 0.6121, decode.d2.loss_dice: 0.9187, decode.d3.loss_cls: 0.5194, decode.d3.loss_mask: 0.6031, decode.d3.loss_dice: 0.8993, decode.d4.loss_cls: 0.5096, decode.d4.loss_mask: 0.6028, decode.d4.loss_dice: 0.8940, decode.d5.loss_cls: 0.5036, decode.d5.loss_mask: 0.6020, decode.d5.loss_dice: 0.8870, decode.d6.loss_cls: 0.4953, decode.d6.loss_mask: 0.6085, decode.d6.loss_dice: 0.8840, decode.d7.loss_cls: 0.4925, decode.d7.loss_mask: 0.6073, decode.d7.loss_dice: 0.8861, decode.d8.loss_cls: 0.4960, decode.d8.loss_mask: 0.6056, decode.d8.loss_dice: 0.8887, loss: 22.3529 2022-04-26 13:22:46,061 - mmseg - INFO - Iter [41600/160000] lr: 1.062e-06, eta: 1 day, 12:18:12, time: 1.070, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5078, decode.loss_mask: 0.5882, decode.loss_dice: 0.9111, decode.d0.loss_cls: 2.4692, decode.d0.loss_mask: 0.6344, decode.d0.loss_dice: 1.0737, decode.d1.loss_cls: 0.6434, decode.d1.loss_mask: 0.6021, decode.d1.loss_dice: 0.9738, decode.d2.loss_cls: 0.5753, decode.d2.loss_mask: 0.5893, decode.d2.loss_dice: 0.9330, decode.d3.loss_cls: 0.5438, decode.d3.loss_mask: 0.5873, decode.d3.loss_dice: 0.9178, decode.d4.loss_cls: 0.5391, decode.d4.loss_mask: 0.5872, decode.d4.loss_dice: 0.9151, decode.d5.loss_cls: 0.5271, decode.d5.loss_mask: 0.5878, decode.d5.loss_dice: 0.9153, decode.d6.loss_cls: 0.5279, decode.d6.loss_mask: 0.5849, decode.d6.loss_dice: 0.9086, decode.d7.loss_cls: 0.5163, decode.d7.loss_mask: 0.5876, decode.d7.loss_dice: 0.9183, decode.d8.loss_cls: 0.5141, decode.d8.loss_mask: 0.5874, decode.d8.loss_dice: 0.9116, loss: 22.6786 2022-04-26 13:23:40,388 - mmseg - INFO - Iter [41650/160000] lr: 1.062e-06, eta: 1 day, 12:17:14, time: 1.087, data_time: 0.017, memory: 64049, decode.loss_cls: 0.5205, decode.loss_mask: 0.5827, decode.loss_dice: 0.9174, decode.d0.loss_cls: 2.4182, decode.d0.loss_mask: 0.6316, decode.d0.loss_dice: 1.0854, decode.d1.loss_cls: 0.6339, decode.d1.loss_mask: 0.6054, decode.d1.loss_dice: 0.9931, decode.d2.loss_cls: 0.5757, decode.d2.loss_mask: 0.5924, decode.d2.loss_dice: 0.9515, decode.d3.loss_cls: 0.5491, decode.d3.loss_mask: 0.5818, decode.d3.loss_dice: 0.9267, decode.d4.loss_cls: 0.5367, decode.d4.loss_mask: 0.5837, decode.d4.loss_dice: 0.9277, decode.d5.loss_cls: 0.5286, decode.d5.loss_mask: 0.5842, decode.d5.loss_dice: 0.9295, decode.d6.loss_cls: 0.5160, decode.d6.loss_mask: 0.5857, decode.d6.loss_dice: 0.9191, decode.d7.loss_cls: 0.5192, decode.d7.loss_mask: 0.5828, decode.d7.loss_dice: 0.9210, decode.d8.loss_cls: 0.5202, decode.d8.loss_mask: 0.5825, decode.d8.loss_dice: 0.9210, loss: 22.7233 2022-04-26 13:24:37,142 - mmseg - INFO - Iter [41700/160000] lr: 1.062e-06, eta: 1 day, 12:16:23, time: 1.135, data_time: 0.065, memory: 64049, decode.loss_cls: 0.4918, decode.loss_mask: 0.5926, decode.loss_dice: 0.9092, decode.d0.loss_cls: 2.4839, decode.d0.loss_mask: 0.6353, decode.d0.loss_dice: 1.0662, decode.d1.loss_cls: 0.6272, decode.d1.loss_mask: 0.6130, decode.d1.loss_dice: 0.9804, decode.d2.loss_cls: 0.5503, decode.d2.loss_mask: 0.5998, decode.d2.loss_dice: 0.9454, decode.d3.loss_cls: 0.5192, decode.d3.loss_mask: 0.5948, decode.d3.loss_dice: 0.9157, decode.d4.loss_cls: 0.5118, decode.d4.loss_mask: 0.5960, decode.d4.loss_dice: 0.9207, decode.d5.loss_cls: 0.4926, decode.d5.loss_mask: 0.5953, decode.d5.loss_dice: 0.9248, decode.d6.loss_cls: 0.4939, decode.d6.loss_mask: 0.5933, decode.d6.loss_dice: 0.9136, decode.d7.loss_cls: 0.4970, decode.d7.loss_mask: 0.5902, decode.d7.loss_dice: 0.9109, decode.d8.loss_cls: 0.4916, decode.d8.loss_mask: 0.5920, decode.d8.loss_dice: 0.9128, loss: 22.5612 2022-04-26 13:25:32,035 - mmseg - INFO - Iter [41750/160000] lr: 1.061e-06, eta: 1 day, 12:15:27, time: 1.098, data_time: 0.015, memory: 64049, decode.loss_cls: 0.5076, decode.loss_mask: 0.5754, decode.loss_dice: 0.8906, decode.d0.loss_cls: 2.4423, decode.d0.loss_mask: 0.6139, decode.d0.loss_dice: 1.0512, decode.d1.loss_cls: 0.6226, decode.d1.loss_mask: 0.5985, decode.d1.loss_dice: 0.9565, decode.d2.loss_cls: 0.5610, decode.d2.loss_mask: 0.5894, decode.d2.loss_dice: 0.9200, decode.d3.loss_cls: 0.5279, decode.d3.loss_mask: 0.5851, decode.d3.loss_dice: 0.9069, decode.d4.loss_cls: 0.5171, decode.d4.loss_mask: 0.5798, decode.d4.loss_dice: 0.9109, decode.d5.loss_cls: 0.5130, decode.d5.loss_mask: 0.5789, decode.d5.loss_dice: 0.9045, decode.d6.loss_cls: 0.5092, decode.d6.loss_mask: 0.5808, decode.d6.loss_dice: 0.8949, decode.d7.loss_cls: 0.5047, decode.d7.loss_mask: 0.5793, decode.d7.loss_dice: 0.8989, decode.d8.loss_cls: 0.5067, decode.d8.loss_mask: 0.5820, decode.d8.loss_dice: 0.8958, loss: 22.3057 2022-04-26 13:26:26,993 - mmseg - INFO - Iter [41800/160000] lr: 1.061e-06, eta: 1 day, 12:14:31, time: 1.099, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4507, decode.loss_mask: 0.5718, decode.loss_dice: 0.8835, decode.d0.loss_cls: 2.4024, decode.d0.loss_mask: 0.6203, decode.d0.loss_dice: 1.0361, decode.d1.loss_cls: 0.5826, decode.d1.loss_mask: 0.5963, decode.d1.loss_dice: 0.9453, decode.d2.loss_cls: 0.5059, decode.d2.loss_mask: 0.5820, decode.d2.loss_dice: 0.9161, decode.d3.loss_cls: 0.4788, decode.d3.loss_mask: 0.5776, decode.d3.loss_dice: 0.8936, decode.d4.loss_cls: 0.4766, decode.d4.loss_mask: 0.5732, decode.d4.loss_dice: 0.8880, decode.d5.loss_cls: 0.4620, decode.d5.loss_mask: 0.5732, decode.d5.loss_dice: 0.8854, decode.d6.loss_cls: 0.4531, decode.d6.loss_mask: 0.5718, decode.d6.loss_dice: 0.8848, decode.d7.loss_cls: 0.4518, decode.d7.loss_mask: 0.5712, decode.d7.loss_dice: 0.8840, decode.d8.loss_cls: 0.4519, decode.d8.loss_mask: 0.5746, decode.d8.loss_dice: 0.8826, loss: 21.6271 2022-04-26 13:27:21,240 - mmseg - INFO - Iter [41850/160000] lr: 1.060e-06, eta: 1 day, 12:13:33, time: 1.085, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4863, decode.loss_mask: 0.5895, decode.loss_dice: 0.8989, decode.d0.loss_cls: 2.4122, decode.d0.loss_mask: 0.6376, decode.d0.loss_dice: 1.0463, decode.d1.loss_cls: 0.5922, decode.d1.loss_mask: 0.6053, decode.d1.loss_dice: 0.9585, decode.d2.loss_cls: 0.5339, decode.d2.loss_mask: 0.5956, decode.d2.loss_dice: 0.9252, decode.d3.loss_cls: 0.5026, decode.d3.loss_mask: 0.5908, decode.d3.loss_dice: 0.9140, decode.d4.loss_cls: 0.4884, decode.d4.loss_mask: 0.5919, decode.d4.loss_dice: 0.9125, decode.d5.loss_cls: 0.4917, decode.d5.loss_mask: 0.5890, decode.d5.loss_dice: 0.9073, decode.d6.loss_cls: 0.4822, decode.d6.loss_mask: 0.5879, decode.d6.loss_dice: 0.9000, decode.d7.loss_cls: 0.4806, decode.d7.loss_mask: 0.5886, decode.d7.loss_dice: 0.8951, decode.d8.loss_cls: 0.4807, decode.d8.loss_mask: 0.5890, decode.d8.loss_dice: 0.8974, loss: 22.1711 2022-04-26 13:28:15,865 - mmseg - INFO - Iter [41900/160000] lr: 1.060e-06, eta: 1 day, 12:12:37, time: 1.093, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4624, decode.loss_mask: 0.5767, decode.loss_dice: 0.8705, decode.d0.loss_cls: 2.4121, decode.d0.loss_mask: 0.6187, decode.d0.loss_dice: 1.0172, decode.d1.loss_cls: 0.5865, decode.d1.loss_mask: 0.5968, decode.d1.loss_dice: 0.9308, decode.d2.loss_cls: 0.5266, decode.d2.loss_mask: 0.5839, decode.d2.loss_dice: 0.8919, decode.d3.loss_cls: 0.4908, decode.d3.loss_mask: 0.5815, decode.d3.loss_dice: 0.8718, decode.d4.loss_cls: 0.4804, decode.d4.loss_mask: 0.5818, decode.d4.loss_dice: 0.8797, decode.d5.loss_cls: 0.4641, decode.d5.loss_mask: 0.5835, decode.d5.loss_dice: 0.8706, decode.d6.loss_cls: 0.4600, decode.d6.loss_mask: 0.5787, decode.d6.loss_dice: 0.8702, decode.d7.loss_cls: 0.4563, decode.d7.loss_mask: 0.5795, decode.d7.loss_dice: 0.8709, decode.d8.loss_cls: 0.4583, decode.d8.loss_mask: 0.5773, decode.d8.loss_dice: 0.8747, loss: 21.6039 2022-04-26 13:29:10,503 - mmseg - INFO - Iter [41950/160000] lr: 1.059e-06, eta: 1 day, 12:11:40, time: 1.093, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4817, decode.loss_mask: 0.5804, decode.loss_dice: 0.8873, decode.d0.loss_cls: 2.3739, decode.d0.loss_mask: 0.6291, decode.d0.loss_dice: 1.0600, decode.d1.loss_cls: 0.5835, decode.d1.loss_mask: 0.6057, decode.d1.loss_dice: 0.9637, decode.d2.loss_cls: 0.5362, decode.d2.loss_mask: 0.5927, decode.d2.loss_dice: 0.9162, decode.d3.loss_cls: 0.5044, decode.d3.loss_mask: 0.5875, decode.d3.loss_dice: 0.9021, decode.d4.loss_cls: 0.4935, decode.d4.loss_mask: 0.5847, decode.d4.loss_dice: 0.9085, decode.d5.loss_cls: 0.4894, decode.d5.loss_mask: 0.5856, decode.d5.loss_dice: 0.9044, decode.d6.loss_cls: 0.4882, decode.d6.loss_mask: 0.5834, decode.d6.loss_dice: 0.8927, decode.d7.loss_cls: 0.4834, decode.d7.loss_mask: 0.5816, decode.d7.loss_dice: 0.8905, decode.d8.loss_cls: 0.4767, decode.d8.loss_mask: 0.5818, decode.d8.loss_dice: 0.8945, loss: 22.0434 2022-04-26 13:30:04,503 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 13:30:04,511 - mmseg - INFO - Iter [42000/160000] lr: 1.059e-06, eta: 1 day, 12:10:41, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4764, decode.loss_mask: 0.5845, decode.loss_dice: 0.8995, decode.d0.loss_cls: 2.3879, decode.d0.loss_mask: 0.6322, decode.d0.loss_dice: 1.0536, decode.d1.loss_cls: 0.5597, decode.d1.loss_mask: 0.6077, decode.d1.loss_dice: 0.9580, decode.d2.loss_cls: 0.5141, decode.d2.loss_mask: 0.5938, decode.d2.loss_dice: 0.9265, decode.d3.loss_cls: 0.5003, decode.d3.loss_mask: 0.5878, decode.d3.loss_dice: 0.9057, decode.d4.loss_cls: 0.4818, decode.d4.loss_mask: 0.5904, decode.d4.loss_dice: 0.9066, decode.d5.loss_cls: 0.4754, decode.d5.loss_mask: 0.5880, decode.d5.loss_dice: 0.9002, decode.d6.loss_cls: 0.4714, decode.d6.loss_mask: 0.5860, decode.d6.loss_dice: 0.8986, decode.d7.loss_cls: 0.4643, decode.d7.loss_mask: 0.5872, decode.d7.loss_dice: 0.9026, decode.d8.loss_cls: 0.4640, decode.d8.loss_mask: 0.5889, decode.d8.loss_dice: 0.9038, loss: 21.9970 2022-04-26 13:30:59,120 - mmseg - INFO - Iter [42050/160000] lr: 1.058e-06, eta: 1 day, 12:09:45, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4967, decode.loss_mask: 0.5927, decode.loss_dice: 0.9081, decode.d0.loss_cls: 2.4162, decode.d0.loss_mask: 0.6335, decode.d0.loss_dice: 1.0647, decode.d1.loss_cls: 0.5936, decode.d1.loss_mask: 0.6117, decode.d1.loss_dice: 0.9802, decode.d2.loss_cls: 0.5488, decode.d2.loss_mask: 0.5974, decode.d2.loss_dice: 0.9372, decode.d3.loss_cls: 0.5256, decode.d3.loss_mask: 0.5901, decode.d3.loss_dice: 0.9106, decode.d4.loss_cls: 0.5121, decode.d4.loss_mask: 0.5904, decode.d4.loss_dice: 0.9151, decode.d5.loss_cls: 0.5013, decode.d5.loss_mask: 0.5927, decode.d5.loss_dice: 0.9151, decode.d6.loss_cls: 0.4982, decode.d6.loss_mask: 0.5915, decode.d6.loss_dice: 0.9143, decode.d7.loss_cls: 0.4912, decode.d7.loss_mask: 0.5912, decode.d7.loss_dice: 0.9156, decode.d8.loss_cls: 0.4949, decode.d8.loss_mask: 0.5919, decode.d8.loss_dice: 0.9127, loss: 22.4352 2022-04-26 13:31:53,112 - mmseg - INFO - Iter [42100/160000] lr: 1.058e-06, eta: 1 day, 12:08:46, time: 1.080, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4597, decode.loss_mask: 0.5875, decode.loss_dice: 0.8952, decode.d0.loss_cls: 2.3751, decode.d0.loss_mask: 0.6253, decode.d0.loss_dice: 1.0392, decode.d1.loss_cls: 0.5679, decode.d1.loss_mask: 0.6065, decode.d1.loss_dice: 0.9552, decode.d2.loss_cls: 0.5163, decode.d2.loss_mask: 0.5930, decode.d2.loss_dice: 0.9174, decode.d3.loss_cls: 0.4850, decode.d3.loss_mask: 0.5881, decode.d3.loss_dice: 0.9009, decode.d4.loss_cls: 0.4797, decode.d4.loss_mask: 0.5875, decode.d4.loss_dice: 0.9018, decode.d5.loss_cls: 0.4750, decode.d5.loss_mask: 0.5910, decode.d5.loss_dice: 0.8985, decode.d6.loss_cls: 0.4712, decode.d6.loss_mask: 0.5848, decode.d6.loss_dice: 0.8928, decode.d7.loss_cls: 0.4629, decode.d7.loss_mask: 0.5892, decode.d7.loss_dice: 0.8944, decode.d8.loss_cls: 0.4608, decode.d8.loss_mask: 0.5879, decode.d8.loss_dice: 0.8952, loss: 21.8850 2022-04-26 13:32:47,977 - mmseg - INFO - Iter [42150/160000] lr: 1.058e-06, eta: 1 day, 12:07:50, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4697, decode.loss_mask: 0.6051, decode.loss_dice: 0.8984, decode.d0.loss_cls: 2.3916, decode.d0.loss_mask: 0.6526, decode.d0.loss_dice: 1.0463, decode.d1.loss_cls: 0.5845, decode.d1.loss_mask: 0.6294, decode.d1.loss_dice: 0.9559, decode.d2.loss_cls: 0.5190, decode.d2.loss_mask: 0.6175, decode.d2.loss_dice: 0.9276, decode.d3.loss_cls: 0.4943, decode.d3.loss_mask: 0.6086, decode.d3.loss_dice: 0.9096, decode.d4.loss_cls: 0.4821, decode.d4.loss_mask: 0.6047, decode.d4.loss_dice: 0.9062, decode.d5.loss_cls: 0.4719, decode.d5.loss_mask: 0.6051, decode.d5.loss_dice: 0.9051, decode.d6.loss_cls: 0.4713, decode.d6.loss_mask: 0.6046, decode.d6.loss_dice: 0.9008, decode.d7.loss_cls: 0.4665, decode.d7.loss_mask: 0.6038, decode.d7.loss_dice: 0.9023, decode.d8.loss_cls: 0.4665, decode.d8.loss_mask: 0.6050, decode.d8.loss_dice: 0.9040, loss: 22.2101 2022-04-26 13:33:41,817 - mmseg - INFO - Iter [42200/160000] lr: 1.057e-06, eta: 1 day, 12:06:51, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.5008, decode.loss_mask: 0.5864, decode.loss_dice: 0.8811, decode.d0.loss_cls: 2.3820, decode.d0.loss_mask: 0.6363, decode.d0.loss_dice: 1.0442, decode.d1.loss_cls: 0.6101, decode.d1.loss_mask: 0.6109, decode.d1.loss_dice: 0.9452, decode.d2.loss_cls: 0.5487, decode.d2.loss_mask: 0.5956, decode.d2.loss_dice: 0.9027, decode.d3.loss_cls: 0.5274, decode.d3.loss_mask: 0.5850, decode.d3.loss_dice: 0.8894, decode.d4.loss_cls: 0.5081, decode.d4.loss_mask: 0.5868, decode.d4.loss_dice: 0.8914, decode.d5.loss_cls: 0.5075, decode.d5.loss_mask: 0.5877, decode.d5.loss_dice: 0.8846, decode.d6.loss_cls: 0.4945, decode.d6.loss_mask: 0.5862, decode.d6.loss_dice: 0.8807, decode.d7.loss_cls: 0.4949, decode.d7.loss_mask: 0.5867, decode.d7.loss_dice: 0.8818, decode.d8.loss_cls: 0.4947, decode.d8.loss_mask: 0.5874, decode.d8.loss_dice: 0.8796, loss: 22.0986 2022-04-26 13:34:35,539 - mmseg - INFO - Iter [42250/160000] lr: 1.057e-06, eta: 1 day, 12:05:52, time: 1.074, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4821, decode.loss_mask: 0.5937, decode.loss_dice: 0.9112, decode.d0.loss_cls: 2.4050, decode.d0.loss_mask: 0.6422, decode.d0.loss_dice: 1.0719, decode.d1.loss_cls: 0.5970, decode.d1.loss_mask: 0.6153, decode.d1.loss_dice: 0.9784, decode.d2.loss_cls: 0.5347, decode.d2.loss_mask: 0.6007, decode.d2.loss_dice: 0.9438, decode.d3.loss_cls: 0.5020, decode.d3.loss_mask: 0.5975, decode.d3.loss_dice: 0.9252, decode.d4.loss_cls: 0.5028, decode.d4.loss_mask: 0.5936, decode.d4.loss_dice: 0.9198, decode.d5.loss_cls: 0.4961, decode.d5.loss_mask: 0.5904, decode.d5.loss_dice: 0.9218, decode.d6.loss_cls: 0.4900, decode.d6.loss_mask: 0.5894, decode.d6.loss_dice: 0.9105, decode.d7.loss_cls: 0.4872, decode.d7.loss_mask: 0.5912, decode.d7.loss_dice: 0.9147, decode.d8.loss_cls: 0.4865, decode.d8.loss_mask: 0.5854, decode.d8.loss_dice: 0.9148, loss: 22.3948 2022-04-26 13:35:28,362 - mmseg - INFO - Iter [42300/160000] lr: 1.056e-06, eta: 1 day, 12:04:50, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4569, decode.loss_mask: 0.6066, decode.loss_dice: 0.9008, decode.d0.loss_cls: 2.3504, decode.d0.loss_mask: 0.6541, decode.d0.loss_dice: 1.0486, decode.d1.loss_cls: 0.5624, decode.d1.loss_mask: 0.6282, decode.d1.loss_dice: 0.9678, decode.d2.loss_cls: 0.5098, decode.d2.loss_mask: 0.6134, decode.d2.loss_dice: 0.9329, decode.d3.loss_cls: 0.4789, decode.d3.loss_mask: 0.6094, decode.d3.loss_dice: 0.9176, decode.d4.loss_cls: 0.4696, decode.d4.loss_mask: 0.6082, decode.d4.loss_dice: 0.9159, decode.d5.loss_cls: 0.4642, decode.d5.loss_mask: 0.6082, decode.d5.loss_dice: 0.9142, decode.d6.loss_cls: 0.4624, decode.d6.loss_mask: 0.6080, decode.d6.loss_dice: 0.9003, decode.d7.loss_cls: 0.4496, decode.d7.loss_mask: 0.6070, decode.d7.loss_dice: 0.9066, decode.d8.loss_cls: 0.4527, decode.d8.loss_mask: 0.6078, decode.d8.loss_dice: 0.9051, loss: 22.1176 2022-04-26 13:36:23,018 - mmseg - INFO - Iter [42350/160000] lr: 1.056e-06, eta: 1 day, 12:03:53, time: 1.093, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4920, decode.loss_mask: 0.5965, decode.loss_dice: 0.9060, decode.d0.loss_cls: 2.4112, decode.d0.loss_mask: 0.6470, decode.d0.loss_dice: 1.0548, decode.d1.loss_cls: 0.5927, decode.d1.loss_mask: 0.6224, decode.d1.loss_dice: 0.9660, decode.d2.loss_cls: 0.5288, decode.d2.loss_mask: 0.6109, decode.d2.loss_dice: 0.9332, decode.d3.loss_cls: 0.5114, decode.d3.loss_mask: 0.6004, decode.d3.loss_dice: 0.9133, decode.d4.loss_cls: 0.4934, decode.d4.loss_mask: 0.6039, decode.d4.loss_dice: 0.9151, decode.d5.loss_cls: 0.4949, decode.d5.loss_mask: 0.5972, decode.d5.loss_dice: 0.9126, decode.d6.loss_cls: 0.4949, decode.d6.loss_mask: 0.5970, decode.d6.loss_dice: 0.9059, decode.d7.loss_cls: 0.4881, decode.d7.loss_mask: 0.5965, decode.d7.loss_dice: 0.9078, decode.d8.loss_cls: 0.4918, decode.d8.loss_mask: 0.5948, decode.d8.loss_dice: 0.9022, loss: 22.3825 2022-04-26 13:37:18,027 - mmseg - INFO - Iter [42400/160000] lr: 1.055e-06, eta: 1 day, 12:02:58, time: 1.100, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4824, decode.loss_mask: 0.6006, decode.loss_dice: 0.9237, decode.d0.loss_cls: 2.3390, decode.d0.loss_mask: 0.6464, decode.d0.loss_dice: 1.0763, decode.d1.loss_cls: 0.5818, decode.d1.loss_mask: 0.6230, decode.d1.loss_dice: 0.9877, decode.d2.loss_cls: 0.5241, decode.d2.loss_mask: 0.6078, decode.d2.loss_dice: 0.9546, decode.d3.loss_cls: 0.5029, decode.d3.loss_mask: 0.6034, decode.d3.loss_dice: 0.9288, decode.d4.loss_cls: 0.4931, decode.d4.loss_mask: 0.6026, decode.d4.loss_dice: 0.9292, decode.d5.loss_cls: 0.4846, decode.d5.loss_mask: 0.6025, decode.d5.loss_dice: 0.9271, decode.d6.loss_cls: 0.4749, decode.d6.loss_mask: 0.6007, decode.d6.loss_dice: 0.9189, decode.d7.loss_cls: 0.4794, decode.d7.loss_mask: 0.6004, decode.d7.loss_dice: 0.9189, decode.d8.loss_cls: 0.4852, decode.d8.loss_mask: 0.6039, decode.d8.loss_dice: 0.9153, loss: 22.4191 2022-04-26 13:38:12,908 - mmseg - INFO - Iter [42450/160000] lr: 1.055e-06, eta: 1 day, 12:02:02, time: 1.098, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4665, decode.loss_mask: 0.5744, decode.loss_dice: 0.8854, decode.d0.loss_cls: 2.3907, decode.d0.loss_mask: 0.6298, decode.d0.loss_dice: 1.0442, decode.d1.loss_cls: 0.5665, decode.d1.loss_mask: 0.6006, decode.d1.loss_dice: 0.9415, decode.d2.loss_cls: 0.5206, decode.d2.loss_mask: 0.5870, decode.d2.loss_dice: 0.9104, decode.d3.loss_cls: 0.4944, decode.d3.loss_mask: 0.5759, decode.d3.loss_dice: 0.8899, decode.d4.loss_cls: 0.4827, decode.d4.loss_mask: 0.5760, decode.d4.loss_dice: 0.8925, decode.d5.loss_cls: 0.4722, decode.d5.loss_mask: 0.5789, decode.d5.loss_dice: 0.8888, decode.d6.loss_cls: 0.4691, decode.d6.loss_mask: 0.5760, decode.d6.loss_dice: 0.8829, decode.d7.loss_cls: 0.4601, decode.d7.loss_mask: 0.5783, decode.d7.loss_dice: 0.8900, decode.d8.loss_cls: 0.4660, decode.d8.loss_mask: 0.5763, decode.d8.loss_dice: 0.8871, loss: 21.7548 2022-04-26 13:39:07,818 - mmseg - INFO - Iter [42500/160000] lr: 1.054e-06, eta: 1 day, 12:01:06, time: 1.098, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4924, decode.loss_mask: 0.5948, decode.loss_dice: 0.8840, decode.d0.loss_cls: 2.4161, decode.d0.loss_mask: 0.6433, decode.d0.loss_dice: 1.0485, decode.d1.loss_cls: 0.6060, decode.d1.loss_mask: 0.6161, decode.d1.loss_dice: 0.9483, decode.d2.loss_cls: 0.5392, decode.d2.loss_mask: 0.5987, decode.d2.loss_dice: 0.9095, decode.d3.loss_cls: 0.5020, decode.d3.loss_mask: 0.5977, decode.d3.loss_dice: 0.8948, decode.d4.loss_cls: 0.4938, decode.d4.loss_mask: 0.5944, decode.d4.loss_dice: 0.8928, decode.d5.loss_cls: 0.4943, decode.d5.loss_mask: 0.5927, decode.d5.loss_dice: 0.8936, decode.d6.loss_cls: 0.4908, decode.d6.loss_mask: 0.5965, decode.d6.loss_dice: 0.8880, decode.d7.loss_cls: 0.4833, decode.d7.loss_mask: 0.5947, decode.d7.loss_dice: 0.8907, decode.d8.loss_cls: 0.4897, decode.d8.loss_mask: 0.5910, decode.d8.loss_dice: 0.8840, loss: 22.1617 2022-04-26 13:40:02,582 - mmseg - INFO - Iter [42550/160000] lr: 1.054e-06, eta: 1 day, 12:00:10, time: 1.095, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4871, decode.loss_mask: 0.6057, decode.loss_dice: 0.9062, decode.d0.loss_cls: 2.3371, decode.d0.loss_mask: 0.6514, decode.d0.loss_dice: 1.0660, decode.d1.loss_cls: 0.6147, decode.d1.loss_mask: 0.6297, decode.d1.loss_dice: 0.9809, decode.d2.loss_cls: 0.5405, decode.d2.loss_mask: 0.6146, decode.d2.loss_dice: 0.9438, decode.d3.loss_cls: 0.5182, decode.d3.loss_mask: 0.6081, decode.d3.loss_dice: 0.9120, decode.d4.loss_cls: 0.5048, decode.d4.loss_mask: 0.6080, decode.d4.loss_dice: 0.9187, decode.d5.loss_cls: 0.4946, decode.d5.loss_mask: 0.6067, decode.d5.loss_dice: 0.9131, decode.d6.loss_cls: 0.4968, decode.d6.loss_mask: 0.6038, decode.d6.loss_dice: 0.9002, decode.d7.loss_cls: 0.4927, decode.d7.loss_mask: 0.6066, decode.d7.loss_dice: 0.9074, decode.d8.loss_cls: 0.4926, decode.d8.loss_mask: 0.6081, decode.d8.loss_dice: 0.9102, loss: 22.4803 2022-04-26 13:40:57,411 - mmseg - INFO - Iter [42600/160000] lr: 1.054e-06, eta: 1 day, 11:59:13, time: 1.096, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4712, decode.loss_mask: 0.5758, decode.loss_dice: 0.8820, decode.d0.loss_cls: 2.4307, decode.d0.loss_mask: 0.6216, decode.d0.loss_dice: 1.0230, decode.d1.loss_cls: 0.5992, decode.d1.loss_mask: 0.5989, decode.d1.loss_dice: 0.9475, decode.d2.loss_cls: 0.5243, decode.d2.loss_mask: 0.5840, decode.d2.loss_dice: 0.9145, decode.d3.loss_cls: 0.4838, decode.d3.loss_mask: 0.5805, decode.d3.loss_dice: 0.8956, decode.d4.loss_cls: 0.4731, decode.d4.loss_mask: 0.5765, decode.d4.loss_dice: 0.8980, decode.d5.loss_cls: 0.4739, decode.d5.loss_mask: 0.5774, decode.d5.loss_dice: 0.8931, decode.d6.loss_cls: 0.4670, decode.d6.loss_mask: 0.5724, decode.d6.loss_dice: 0.8826, decode.d7.loss_cls: 0.4617, decode.d7.loss_mask: 0.5763, decode.d7.loss_dice: 0.8848, decode.d8.loss_cls: 0.4634, decode.d8.loss_mask: 0.5762, decode.d8.loss_dice: 0.8892, loss: 21.7982 2022-04-26 13:41:52,374 - mmseg - INFO - Iter [42650/160000] lr: 1.053e-06, eta: 1 day, 11:58:18, time: 1.100, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4848, decode.loss_mask: 0.5972, decode.loss_dice: 0.8960, decode.d0.loss_cls: 2.3375, decode.d0.loss_mask: 0.6485, decode.d0.loss_dice: 1.0512, decode.d1.loss_cls: 0.5910, decode.d1.loss_mask: 0.6185, decode.d1.loss_dice: 0.9613, decode.d2.loss_cls: 0.5371, decode.d2.loss_mask: 0.6093, decode.d2.loss_dice: 0.9283, decode.d3.loss_cls: 0.4978, decode.d3.loss_mask: 0.6038, decode.d3.loss_dice: 0.9021, decode.d4.loss_cls: 0.4940, decode.d4.loss_mask: 0.5997, decode.d4.loss_dice: 0.9067, decode.d5.loss_cls: 0.4860, decode.d5.loss_mask: 0.5939, decode.d5.loss_dice: 0.9025, decode.d6.loss_cls: 0.4825, decode.d6.loss_mask: 0.5969, decode.d6.loss_dice: 0.8978, decode.d7.loss_cls: 0.4844, decode.d7.loss_mask: 0.6008, decode.d7.loss_dice: 0.9035, decode.d8.loss_cls: 0.4807, decode.d8.loss_mask: 0.6011, decode.d8.loss_dice: 0.8978, loss: 22.1924 2022-04-26 13:42:46,512 - mmseg - INFO - Iter [42700/160000] lr: 1.053e-06, eta: 1 day, 11:57:20, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4787, decode.loss_mask: 0.6149, decode.loss_dice: 0.9123, decode.d0.loss_cls: 2.3765, decode.d0.loss_mask: 0.6620, decode.d0.loss_dice: 1.0779, decode.d1.loss_cls: 0.5875, decode.d1.loss_mask: 0.6405, decode.d1.loss_dice: 0.9798, decode.d2.loss_cls: 0.5286, decode.d2.loss_mask: 0.6290, decode.d2.loss_dice: 0.9483, decode.d3.loss_cls: 0.5013, decode.d3.loss_mask: 0.6223, decode.d3.loss_dice: 0.9281, decode.d4.loss_cls: 0.4835, decode.d4.loss_mask: 0.6192, decode.d4.loss_dice: 0.9291, decode.d5.loss_cls: 0.4820, decode.d5.loss_mask: 0.6162, decode.d5.loss_dice: 0.9230, decode.d6.loss_cls: 0.4711, decode.d6.loss_mask: 0.6163, decode.d6.loss_dice: 0.9158, decode.d7.loss_cls: 0.4711, decode.d7.loss_mask: 0.6163, decode.d7.loss_dice: 0.9188, decode.d8.loss_cls: 0.4743, decode.d8.loss_mask: 0.6189, decode.d8.loss_dice: 0.9215, loss: 22.5648 2022-04-26 13:43:40,894 - mmseg - INFO - Iter [42750/160000] lr: 1.052e-06, eta: 1 day, 11:56:22, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4866, decode.loss_mask: 0.5761, decode.loss_dice: 0.9023, decode.d0.loss_cls: 2.3779, decode.d0.loss_mask: 0.6186, decode.d0.loss_dice: 1.0645, decode.d1.loss_cls: 0.5884, decode.d1.loss_mask: 0.6039, decode.d1.loss_dice: 0.9749, decode.d2.loss_cls: 0.5346, decode.d2.loss_mask: 0.5832, decode.d2.loss_dice: 0.9359, decode.d3.loss_cls: 0.4979, decode.d3.loss_mask: 0.5795, decode.d3.loss_dice: 0.9152, decode.d4.loss_cls: 0.4888, decode.d4.loss_mask: 0.5796, decode.d4.loss_dice: 0.9148, decode.d5.loss_cls: 0.4958, decode.d5.loss_mask: 0.5759, decode.d5.loss_dice: 0.9069, decode.d6.loss_cls: 0.4887, decode.d6.loss_mask: 0.5737, decode.d6.loss_dice: 0.8980, decode.d7.loss_cls: 0.4858, decode.d7.loss_mask: 0.5712, decode.d7.loss_dice: 0.9051, decode.d8.loss_cls: 0.4858, decode.d8.loss_mask: 0.5757, decode.d8.loss_dice: 0.9037, loss: 22.0890 2022-04-26 13:44:35,097 - mmseg - INFO - Iter [42800/160000] lr: 1.052e-06, eta: 1 day, 11:55:24, time: 1.082, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4734, decode.loss_mask: 0.6118, decode.loss_dice: 0.8991, decode.d0.loss_cls: 2.4147, decode.d0.loss_mask: 0.6601, decode.d0.loss_dice: 1.0418, decode.d1.loss_cls: 0.5806, decode.d1.loss_mask: 0.6385, decode.d1.loss_dice: 0.9581, decode.d2.loss_cls: 0.5245, decode.d2.loss_mask: 0.6206, decode.d2.loss_dice: 0.9167, decode.d3.loss_cls: 0.4954, decode.d3.loss_mask: 0.6173, decode.d3.loss_dice: 0.9004, decode.d4.loss_cls: 0.4783, decode.d4.loss_mask: 0.6150, decode.d4.loss_dice: 0.9014, decode.d5.loss_cls: 0.4839, decode.d5.loss_mask: 0.6136, decode.d5.loss_dice: 0.8986, decode.d6.loss_cls: 0.4673, decode.d6.loss_mask: 0.6145, decode.d6.loss_dice: 0.8941, decode.d7.loss_cls: 0.4703, decode.d7.loss_mask: 0.6112, decode.d7.loss_dice: 0.8867, decode.d8.loss_cls: 0.4699, decode.d8.loss_mask: 0.6138, decode.d8.loss_dice: 0.8947, loss: 22.2665 2022-04-26 13:45:28,139 - mmseg - INFO - Iter [42850/160000] lr: 1.051e-06, eta: 1 day, 11:54:23, time: 1.061, data_time: 0.018, memory: 64049, decode.loss_cls: 0.4537, decode.loss_mask: 0.5892, decode.loss_dice: 0.8934, decode.d0.loss_cls: 2.3142, decode.d0.loss_mask: 0.6286, decode.d0.loss_dice: 1.0342, decode.d1.loss_cls: 0.5565, decode.d1.loss_mask: 0.6174, decode.d1.loss_dice: 0.9606, decode.d2.loss_cls: 0.4988, decode.d2.loss_mask: 0.6028, decode.d2.loss_dice: 0.9215, decode.d3.loss_cls: 0.4754, decode.d3.loss_mask: 0.5953, decode.d3.loss_dice: 0.9031, decode.d4.loss_cls: 0.4686, decode.d4.loss_mask: 0.5961, decode.d4.loss_dice: 0.9042, decode.d5.loss_cls: 0.4637, decode.d5.loss_mask: 0.5916, decode.d5.loss_dice: 0.8932, decode.d6.loss_cls: 0.4564, decode.d6.loss_mask: 0.5900, decode.d6.loss_dice: 0.8861, decode.d7.loss_cls: 0.4536, decode.d7.loss_mask: 0.5898, decode.d7.loss_dice: 0.8934, decode.d8.loss_cls: 0.4537, decode.d8.loss_mask: 0.5896, decode.d8.loss_dice: 0.8931, loss: 21.7678 2022-04-26 13:46:22,227 - mmseg - INFO - Iter [42900/160000] lr: 1.051e-06, eta: 1 day, 11:53:25, time: 1.084, data_time: 0.018, memory: 64049, decode.loss_cls: 0.4960, decode.loss_mask: 0.5793, decode.loss_dice: 0.9138, decode.d0.loss_cls: 2.4378, decode.d0.loss_mask: 0.6297, decode.d0.loss_dice: 1.0585, decode.d1.loss_cls: 0.6205, decode.d1.loss_mask: 0.5997, decode.d1.loss_dice: 0.9658, decode.d2.loss_cls: 0.5561, decode.d2.loss_mask: 0.5875, decode.d2.loss_dice: 0.9361, decode.d3.loss_cls: 0.5185, decode.d3.loss_mask: 0.5833, decode.d3.loss_dice: 0.9176, decode.d4.loss_cls: 0.5095, decode.d4.loss_mask: 0.5807, decode.d4.loss_dice: 0.9204, decode.d5.loss_cls: 0.5082, decode.d5.loss_mask: 0.5820, decode.d5.loss_dice: 0.9199, decode.d6.loss_cls: 0.4977, decode.d6.loss_mask: 0.5795, decode.d6.loss_dice: 0.9129, decode.d7.loss_cls: 0.4976, decode.d7.loss_mask: 0.5798, decode.d7.loss_dice: 0.9178, decode.d8.loss_cls: 0.5043, decode.d8.loss_mask: 0.5796, decode.d8.loss_dice: 0.9137, loss: 22.4037 2022-04-26 13:47:18,959 - mmseg - INFO - Iter [42950/160000] lr: 1.050e-06, eta: 1 day, 11:52:34, time: 1.135, data_time: 0.066, memory: 64049, decode.loss_cls: 0.4745, decode.loss_mask: 0.5933, decode.loss_dice: 0.9045, decode.d0.loss_cls: 2.4146, decode.d0.loss_mask: 0.6434, decode.d0.loss_dice: 1.0622, decode.d1.loss_cls: 0.5877, decode.d1.loss_mask: 0.6104, decode.d1.loss_dice: 0.9629, decode.d2.loss_cls: 0.5238, decode.d2.loss_mask: 0.6025, decode.d2.loss_dice: 0.9415, decode.d3.loss_cls: 0.4970, decode.d3.loss_mask: 0.5977, decode.d3.loss_dice: 0.9147, decode.d4.loss_cls: 0.4862, decode.d4.loss_mask: 0.5981, decode.d4.loss_dice: 0.9146, decode.d5.loss_cls: 0.4848, decode.d5.loss_mask: 0.5959, decode.d5.loss_dice: 0.9116, decode.d6.loss_cls: 0.4808, decode.d6.loss_mask: 0.5932, decode.d6.loss_dice: 0.9052, decode.d7.loss_cls: 0.4781, decode.d7.loss_mask: 0.5928, decode.d7.loss_dice: 0.9025, decode.d8.loss_cls: 0.4777, decode.d8.loss_mask: 0.5933, decode.d8.loss_dice: 0.9067, loss: 22.2523 2022-04-26 13:48:13,545 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 13:48:13,548 - mmseg - INFO - Iter [43000/160000] lr: 1.050e-06, eta: 1 day, 11:51:38, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4624, decode.loss_mask: 0.5926, decode.loss_dice: 0.8888, decode.d0.loss_cls: 2.4107, decode.d0.loss_mask: 0.6245, decode.d0.loss_dice: 1.0398, decode.d1.loss_cls: 0.5940, decode.d1.loss_mask: 0.6137, decode.d1.loss_dice: 0.9507, decode.d2.loss_cls: 0.5118, decode.d2.loss_mask: 0.6005, decode.d2.loss_dice: 0.9157, decode.d3.loss_cls: 0.4914, decode.d3.loss_mask: 0.5937, decode.d3.loss_dice: 0.8946, decode.d4.loss_cls: 0.4774, decode.d4.loss_mask: 0.5934, decode.d4.loss_dice: 0.8985, decode.d5.loss_cls: 0.4656, decode.d5.loss_mask: 0.5913, decode.d5.loss_dice: 0.8984, decode.d6.loss_cls: 0.4607, decode.d6.loss_mask: 0.5896, decode.d6.loss_dice: 0.8935, decode.d7.loss_cls: 0.4608, decode.d7.loss_mask: 0.5904, decode.d7.loss_dice: 0.8957, decode.d8.loss_cls: 0.4555, decode.d8.loss_mask: 0.5932, decode.d8.loss_dice: 0.8963, loss: 21.9452 2022-04-26 13:49:08,446 - mmseg - INFO - Iter [43050/160000] lr: 1.049e-06, eta: 1 day, 11:50:42, time: 1.098, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4534, decode.loss_mask: 0.5937, decode.loss_dice: 0.8945, decode.d0.loss_cls: 2.3693, decode.d0.loss_mask: 0.6394, decode.d0.loss_dice: 1.0346, decode.d1.loss_cls: 0.5661, decode.d1.loss_mask: 0.6142, decode.d1.loss_dice: 0.9511, decode.d2.loss_cls: 0.5003, decode.d2.loss_mask: 0.6021, decode.d2.loss_dice: 0.9247, decode.d3.loss_cls: 0.4718, decode.d3.loss_mask: 0.5995, decode.d3.loss_dice: 0.9051, decode.d4.loss_cls: 0.4561, decode.d4.loss_mask: 0.6006, decode.d4.loss_dice: 0.9070, decode.d5.loss_cls: 0.4569, decode.d5.loss_mask: 0.5987, decode.d5.loss_dice: 0.9065, decode.d6.loss_cls: 0.4542, decode.d6.loss_mask: 0.5940, decode.d6.loss_dice: 0.9007, decode.d7.loss_cls: 0.4548, decode.d7.loss_mask: 0.5933, decode.d7.loss_dice: 0.8961, decode.d8.loss_cls: 0.4548, decode.d8.loss_mask: 0.5936, decode.d8.loss_dice: 0.8961, loss: 21.8836 2022-04-26 13:50:03,353 - mmseg - INFO - Iter [43100/160000] lr: 1.049e-06, eta: 1 day, 11:49:46, time: 1.098, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4838, decode.loss_mask: 0.5918, decode.loss_dice: 0.9327, decode.d0.loss_cls: 2.4125, decode.d0.loss_mask: 0.6380, decode.d0.loss_dice: 1.0825, decode.d1.loss_cls: 0.5967, decode.d1.loss_mask: 0.6169, decode.d1.loss_dice: 0.9922, decode.d2.loss_cls: 0.5351, decode.d2.loss_mask: 0.6051, decode.d2.loss_dice: 0.9638, decode.d3.loss_cls: 0.5119, decode.d3.loss_mask: 0.5958, decode.d3.loss_dice: 0.9351, decode.d4.loss_cls: 0.5023, decode.d4.loss_mask: 0.5948, decode.d4.loss_dice: 0.9374, decode.d5.loss_cls: 0.4940, decode.d5.loss_mask: 0.5976, decode.d5.loss_dice: 0.9331, decode.d6.loss_cls: 0.4832, decode.d6.loss_mask: 0.5897, decode.d6.loss_dice: 0.9237, decode.d7.loss_cls: 0.4883, decode.d7.loss_mask: 0.5920, decode.d7.loss_dice: 0.9261, decode.d8.loss_cls: 0.4842, decode.d8.loss_mask: 0.5935, decode.d8.loss_dice: 0.9257, loss: 22.5597 2022-04-26 13:50:57,928 - mmseg - INFO - Iter [43150/160000] lr: 1.049e-06, eta: 1 day, 11:48:49, time: 1.091, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4530, decode.loss_mask: 0.5948, decode.loss_dice: 0.8694, decode.d0.loss_cls: 2.3498, decode.d0.loss_mask: 0.6407, decode.d0.loss_dice: 1.0176, decode.d1.loss_cls: 0.5809, decode.d1.loss_mask: 0.6145, decode.d1.loss_dice: 0.9343, decode.d2.loss_cls: 0.5235, decode.d2.loss_mask: 0.6071, decode.d2.loss_dice: 0.8961, decode.d3.loss_cls: 0.4821, decode.d3.loss_mask: 0.5996, decode.d3.loss_dice: 0.8778, decode.d4.loss_cls: 0.4680, decode.d4.loss_mask: 0.5985, decode.d4.loss_dice: 0.8780, decode.d5.loss_cls: 0.4656, decode.d5.loss_mask: 0.5970, decode.d5.loss_dice: 0.8693, decode.d6.loss_cls: 0.4606, decode.d6.loss_mask: 0.5946, decode.d6.loss_dice: 0.8685, decode.d7.loss_cls: 0.4589, decode.d7.loss_mask: 0.5935, decode.d7.loss_dice: 0.8685, decode.d8.loss_cls: 0.4505, decode.d8.loss_mask: 0.5943, decode.d8.loss_dice: 0.8690, loss: 21.6761 2022-04-26 13:51:51,250 - mmseg - INFO - Iter [43200/160000] lr: 1.048e-06, eta: 1 day, 11:47:49, time: 1.067, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4692, decode.loss_mask: 0.5962, decode.loss_dice: 0.9149, decode.d0.loss_cls: 2.4138, decode.d0.loss_mask: 0.6438, decode.d0.loss_dice: 1.0657, decode.d1.loss_cls: 0.5830, decode.d1.loss_mask: 0.6206, decode.d1.loss_dice: 0.9833, decode.d2.loss_cls: 0.5306, decode.d2.loss_mask: 0.6062, decode.d2.loss_dice: 0.9439, decode.d3.loss_cls: 0.4973, decode.d3.loss_mask: 0.5970, decode.d3.loss_dice: 0.9222, decode.d4.loss_cls: 0.4865, decode.d4.loss_mask: 0.5989, decode.d4.loss_dice: 0.9200, decode.d5.loss_cls: 0.4837, decode.d5.loss_mask: 0.5961, decode.d5.loss_dice: 0.9153, decode.d6.loss_cls: 0.4768, decode.d6.loss_mask: 0.5937, decode.d6.loss_dice: 0.9125, decode.d7.loss_cls: 0.4716, decode.d7.loss_mask: 0.5946, decode.d7.loss_dice: 0.9120, decode.d8.loss_cls: 0.4632, decode.d8.loss_mask: 0.5986, decode.d8.loss_dice: 0.9154, loss: 22.3263 2022-04-26 13:52:46,089 - mmseg - INFO - Iter [43250/160000] lr: 1.048e-06, eta: 1 day, 11:46:53, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4591, decode.loss_mask: 0.5936, decode.loss_dice: 0.9152, decode.d0.loss_cls: 2.4180, decode.d0.loss_mask: 0.6395, decode.d0.loss_dice: 1.0664, decode.d1.loss_cls: 0.5789, decode.d1.loss_mask: 0.6170, decode.d1.loss_dice: 0.9743, decode.d2.loss_cls: 0.4998, decode.d2.loss_mask: 0.6062, decode.d2.loss_dice: 0.9426, decode.d3.loss_cls: 0.4806, decode.d3.loss_mask: 0.5966, decode.d3.loss_dice: 0.9259, decode.d4.loss_cls: 0.4691, decode.d4.loss_mask: 0.5926, decode.d4.loss_dice: 0.9218, decode.d5.loss_cls: 0.4655, decode.d5.loss_mask: 0.5944, decode.d5.loss_dice: 0.9216, decode.d6.loss_cls: 0.4583, decode.d6.loss_mask: 0.5942, decode.d6.loss_dice: 0.9143, decode.d7.loss_cls: 0.4602, decode.d7.loss_mask: 0.5931, decode.d7.loss_dice: 0.9160, decode.d8.loss_cls: 0.4574, decode.d8.loss_mask: 0.5938, decode.d8.loss_dice: 0.9232, loss: 22.1893 2022-04-26 13:53:41,231 - mmseg - INFO - Iter [43300/160000] lr: 1.047e-06, eta: 1 day, 11:45:58, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4303, decode.loss_mask: 0.5859, decode.loss_dice: 0.8686, decode.d0.loss_cls: 2.3534, decode.d0.loss_mask: 0.6317, decode.d0.loss_dice: 1.0114, decode.d1.loss_cls: 0.5505, decode.d1.loss_mask: 0.6066, decode.d1.loss_dice: 0.9297, decode.d2.loss_cls: 0.4883, decode.d2.loss_mask: 0.5934, decode.d2.loss_dice: 0.8985, decode.d3.loss_cls: 0.4574, decode.d3.loss_mask: 0.5901, decode.d3.loss_dice: 0.8844, decode.d4.loss_cls: 0.4437, decode.d4.loss_mask: 0.5874, decode.d4.loss_dice: 0.8794, decode.d5.loss_cls: 0.4480, decode.d5.loss_mask: 0.5859, decode.d5.loss_dice: 0.8752, decode.d6.loss_cls: 0.4366, decode.d6.loss_mask: 0.5824, decode.d6.loss_dice: 0.8723, decode.d7.loss_cls: 0.4285, decode.d7.loss_mask: 0.5847, decode.d7.loss_dice: 0.8707, decode.d8.loss_cls: 0.4303, decode.d8.loss_mask: 0.5850, decode.d8.loss_dice: 0.8725, loss: 21.3630 2022-04-26 13:54:35,151 - mmseg - INFO - Iter [43350/160000] lr: 1.047e-06, eta: 1 day, 11:44:59, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4541, decode.loss_mask: 0.5821, decode.loss_dice: 0.8729, decode.d0.loss_cls: 2.3373, decode.d0.loss_mask: 0.6278, decode.d0.loss_dice: 1.0151, decode.d1.loss_cls: 0.5531, decode.d1.loss_mask: 0.6081, decode.d1.loss_dice: 0.9387, decode.d2.loss_cls: 0.5088, decode.d2.loss_mask: 0.5903, decode.d2.loss_dice: 0.9056, decode.d3.loss_cls: 0.4779, decode.d3.loss_mask: 0.5890, decode.d3.loss_dice: 0.8943, decode.d4.loss_cls: 0.4594, decode.d4.loss_mask: 0.5879, decode.d4.loss_dice: 0.8879, decode.d5.loss_cls: 0.4605, decode.d5.loss_mask: 0.5834, decode.d5.loss_dice: 0.8793, decode.d6.loss_cls: 0.4511, decode.d6.loss_mask: 0.5825, decode.d6.loss_dice: 0.8715, decode.d7.loss_cls: 0.4485, decode.d7.loss_mask: 0.5825, decode.d7.loss_dice: 0.8690, decode.d8.loss_cls: 0.4500, decode.d8.loss_mask: 0.5828, decode.d8.loss_dice: 0.8739, loss: 21.5251 2022-04-26 13:55:29,356 - mmseg - INFO - Iter [43400/160000] lr: 1.046e-06, eta: 1 day, 11:44:01, time: 1.084, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4603, decode.loss_mask: 0.5774, decode.loss_dice: 0.9083, decode.d0.loss_cls: 2.3534, decode.d0.loss_mask: 0.6267, decode.d0.loss_dice: 1.0595, decode.d1.loss_cls: 0.5732, decode.d1.loss_mask: 0.5979, decode.d1.loss_dice: 0.9690, decode.d2.loss_cls: 0.5151, decode.d2.loss_mask: 0.5879, decode.d2.loss_dice: 0.9354, decode.d3.loss_cls: 0.4895, decode.d3.loss_mask: 0.5810, decode.d3.loss_dice: 0.9119, decode.d4.loss_cls: 0.4788, decode.d4.loss_mask: 0.5806, decode.d4.loss_dice: 0.9136, decode.d5.loss_cls: 0.4741, decode.d5.loss_mask: 0.5791, decode.d5.loss_dice: 0.9093, decode.d6.loss_cls: 0.4698, decode.d6.loss_mask: 0.5754, decode.d6.loss_dice: 0.9048, decode.d7.loss_cls: 0.4644, decode.d7.loss_mask: 0.5756, decode.d7.loss_dice: 0.9010, decode.d8.loss_cls: 0.4624, decode.d8.loss_mask: 0.5773, decode.d8.loss_dice: 0.9041, loss: 21.9164 2022-04-26 13:56:23,004 - mmseg - INFO - Iter [43450/160000] lr: 1.046e-06, eta: 1 day, 11:43:02, time: 1.073, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4896, decode.loss_mask: 0.5980, decode.loss_dice: 0.8848, decode.d0.loss_cls: 2.3434, decode.d0.loss_mask: 0.6446, decode.d0.loss_dice: 1.0357, decode.d1.loss_cls: 0.5873, decode.d1.loss_mask: 0.6172, decode.d1.loss_dice: 0.9504, decode.d2.loss_cls: 0.5282, decode.d2.loss_mask: 0.6069, decode.d2.loss_dice: 0.9144, decode.d3.loss_cls: 0.5076, decode.d3.loss_mask: 0.5996, decode.d3.loss_dice: 0.8949, decode.d4.loss_cls: 0.5007, decode.d4.loss_mask: 0.5982, decode.d4.loss_dice: 0.8967, decode.d5.loss_cls: 0.4995, decode.d5.loss_mask: 0.5992, decode.d5.loss_dice: 0.8932, decode.d6.loss_cls: 0.4856, decode.d6.loss_mask: 0.5988, decode.d6.loss_dice: 0.8857, decode.d7.loss_cls: 0.4831, decode.d7.loss_mask: 0.5998, decode.d7.loss_dice: 0.8890, decode.d8.loss_cls: 0.4845, decode.d8.loss_mask: 0.5975, decode.d8.loss_dice: 0.8935, loss: 22.1074 2022-04-26 13:57:17,618 - mmseg - INFO - Iter [43500/160000] lr: 1.045e-06, eta: 1 day, 11:42:05, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4948, decode.loss_mask: 0.5716, decode.loss_dice: 0.8836, decode.d0.loss_cls: 2.4395, decode.d0.loss_mask: 0.6163, decode.d0.loss_dice: 1.0380, decode.d1.loss_cls: 0.6090, decode.d1.loss_mask: 0.5916, decode.d1.loss_dice: 0.9504, decode.d2.loss_cls: 0.5502, decode.d2.loss_mask: 0.5794, decode.d2.loss_dice: 0.9155, decode.d3.loss_cls: 0.5123, decode.d3.loss_mask: 0.5745, decode.d3.loss_dice: 0.8962, decode.d4.loss_cls: 0.5045, decode.d4.loss_mask: 0.5729, decode.d4.loss_dice: 0.8931, decode.d5.loss_cls: 0.4987, decode.d5.loss_mask: 0.5723, decode.d5.loss_dice: 0.8904, decode.d6.loss_cls: 0.4971, decode.d6.loss_mask: 0.5710, decode.d6.loss_dice: 0.8820, decode.d7.loss_cls: 0.5020, decode.d7.loss_mask: 0.5696, decode.d7.loss_dice: 0.8876, decode.d8.loss_cls: 0.4987, decode.d8.loss_mask: 0.5715, decode.d8.loss_dice: 0.8816, loss: 22.0160 2022-04-26 13:58:11,640 - mmseg - INFO - Iter [43550/160000] lr: 1.045e-06, eta: 1 day, 11:41:07, time: 1.080, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4757, decode.loss_mask: 0.5871, decode.loss_dice: 0.8811, decode.d0.loss_cls: 2.3639, decode.d0.loss_mask: 0.6396, decode.d0.loss_dice: 1.0483, decode.d1.loss_cls: 0.5795, decode.d1.loss_mask: 0.6142, decode.d1.loss_dice: 0.9443, decode.d2.loss_cls: 0.5306, decode.d2.loss_mask: 0.5972, decode.d2.loss_dice: 0.9067, decode.d3.loss_cls: 0.5025, decode.d3.loss_mask: 0.5925, decode.d3.loss_dice: 0.8945, decode.d4.loss_cls: 0.4894, decode.d4.loss_mask: 0.5893, decode.d4.loss_dice: 0.8910, decode.d5.loss_cls: 0.4849, decode.d5.loss_mask: 0.5895, decode.d5.loss_dice: 0.8903, decode.d6.loss_cls: 0.4798, decode.d6.loss_mask: 0.5882, decode.d6.loss_dice: 0.8796, decode.d7.loss_cls: 0.4771, decode.d7.loss_mask: 0.5892, decode.d7.loss_dice: 0.8773, decode.d8.loss_cls: 0.4739, decode.d8.loss_mask: 0.5894, decode.d8.loss_dice: 0.8829, loss: 21.9294 2022-04-26 13:59:05,773 - mmseg - INFO - Iter [43600/160000] lr: 1.045e-06, eta: 1 day, 11:40:09, time: 1.083, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4600, decode.loss_mask: 0.5876, decode.loss_dice: 0.8951, decode.d0.loss_cls: 2.3437, decode.d0.loss_mask: 0.6251, decode.d0.loss_dice: 1.0372, decode.d1.loss_cls: 0.5751, decode.d1.loss_mask: 0.6065, decode.d1.loss_dice: 0.9497, decode.d2.loss_cls: 0.5156, decode.d2.loss_mask: 0.5951, decode.d2.loss_dice: 0.9216, decode.d3.loss_cls: 0.4953, decode.d3.loss_mask: 0.5862, decode.d3.loss_dice: 0.8989, decode.d4.loss_cls: 0.4772, decode.d4.loss_mask: 0.5891, decode.d4.loss_dice: 0.8977, decode.d5.loss_cls: 0.4684, decode.d5.loss_mask: 0.5912, decode.d5.loss_dice: 0.8998, decode.d6.loss_cls: 0.4626, decode.d6.loss_mask: 0.5864, decode.d6.loss_dice: 0.8930, decode.d7.loss_cls: 0.4632, decode.d7.loss_mask: 0.5854, decode.d7.loss_dice: 0.8932, decode.d8.loss_cls: 0.4637, decode.d8.loss_mask: 0.5855, decode.d8.loss_dice: 0.8950, loss: 21.8441 2022-04-26 13:59:59,752 - mmseg - INFO - Iter [43650/160000] lr: 1.044e-06, eta: 1 day, 11:39:11, time: 1.080, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4689, decode.loss_mask: 0.5861, decode.loss_dice: 0.8767, decode.d0.loss_cls: 2.3753, decode.d0.loss_mask: 0.6331, decode.d0.loss_dice: 1.0149, decode.d1.loss_cls: 0.5675, decode.d1.loss_mask: 0.6043, decode.d1.loss_dice: 0.9352, decode.d2.loss_cls: 0.5001, decode.d2.loss_mask: 0.5964, decode.d2.loss_dice: 0.9010, decode.d3.loss_cls: 0.4908, decode.d3.loss_mask: 0.5917, decode.d3.loss_dice: 0.8819, decode.d4.loss_cls: 0.4773, decode.d4.loss_mask: 0.5875, decode.d4.loss_dice: 0.8829, decode.d5.loss_cls: 0.4668, decode.d5.loss_mask: 0.5896, decode.d5.loss_dice: 0.8849, decode.d6.loss_cls: 0.4648, decode.d6.loss_mask: 0.5869, decode.d6.loss_dice: 0.8774, decode.d7.loss_cls: 0.4649, decode.d7.loss_mask: 0.5877, decode.d7.loss_dice: 0.8773, decode.d8.loss_cls: 0.4728, decode.d8.loss_mask: 0.5861, decode.d8.loss_dice: 0.8757, loss: 21.7066 2022-04-26 14:00:54,121 - mmseg - INFO - Iter [43700/160000] lr: 1.044e-06, eta: 1 day, 11:38:14, time: 1.087, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4705, decode.loss_mask: 0.5915, decode.loss_dice: 0.8875, decode.d0.loss_cls: 2.3705, decode.d0.loss_mask: 0.6195, decode.d0.loss_dice: 1.0220, decode.d1.loss_cls: 0.5835, decode.d1.loss_mask: 0.6055, decode.d1.loss_dice: 0.9496, decode.d2.loss_cls: 0.5153, decode.d2.loss_mask: 0.5969, decode.d2.loss_dice: 0.9129, decode.d3.loss_cls: 0.5023, decode.d3.loss_mask: 0.5893, decode.d3.loss_dice: 0.8919, decode.d4.loss_cls: 0.4769, decode.d4.loss_mask: 0.5902, decode.d4.loss_dice: 0.8979, decode.d5.loss_cls: 0.4813, decode.d5.loss_mask: 0.5879, decode.d5.loss_dice: 0.8974, decode.d6.loss_cls: 0.4754, decode.d6.loss_mask: 0.5868, decode.d6.loss_dice: 0.8843, decode.d7.loss_cls: 0.4674, decode.d7.loss_mask: 0.5882, decode.d7.loss_dice: 0.8938, decode.d8.loss_cls: 0.4737, decode.d8.loss_mask: 0.5892, decode.d8.loss_dice: 0.8931, loss: 21.8922 2022-04-26 14:01:48,489 - mmseg - INFO - Iter [43750/160000] lr: 1.043e-06, eta: 1 day, 11:37:17, time: 1.087, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4937, decode.loss_mask: 0.5971, decode.loss_dice: 0.9069, decode.d0.loss_cls: 2.4182, decode.d0.loss_mask: 0.6447, decode.d0.loss_dice: 1.0536, decode.d1.loss_cls: 0.6152, decode.d1.loss_mask: 0.6153, decode.d1.loss_dice: 0.9614, decode.d2.loss_cls: 0.5441, decode.d2.loss_mask: 0.5993, decode.d2.loss_dice: 0.9358, decode.d3.loss_cls: 0.5192, decode.d3.loss_mask: 0.5950, decode.d3.loss_dice: 0.9093, decode.d4.loss_cls: 0.5126, decode.d4.loss_mask: 0.5940, decode.d4.loss_dice: 0.9136, decode.d5.loss_cls: 0.5061, decode.d5.loss_mask: 0.5956, decode.d5.loss_dice: 0.9105, decode.d6.loss_cls: 0.4980, decode.d6.loss_mask: 0.5979, decode.d6.loss_dice: 0.9011, decode.d7.loss_cls: 0.4993, decode.d7.loss_mask: 0.5929, decode.d7.loss_dice: 0.9065, decode.d8.loss_cls: 0.4929, decode.d8.loss_mask: 0.5958, decode.d8.loss_dice: 0.9039, loss: 22.4296 2022-04-26 14:02:42,839 - mmseg - INFO - Iter [43800/160000] lr: 1.043e-06, eta: 1 day, 11:36:19, time: 1.087, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4657, decode.loss_mask: 0.6103, decode.loss_dice: 0.9027, decode.d0.loss_cls: 2.3892, decode.d0.loss_mask: 0.6630, decode.d0.loss_dice: 1.0587, decode.d1.loss_cls: 0.5801, decode.d1.loss_mask: 0.6394, decode.d1.loss_dice: 0.9581, decode.d2.loss_cls: 0.5131, decode.d2.loss_mask: 0.6218, decode.d2.loss_dice: 0.9331, decode.d3.loss_cls: 0.4872, decode.d3.loss_mask: 0.6187, decode.d3.loss_dice: 0.9130, decode.d4.loss_cls: 0.4758, decode.d4.loss_mask: 0.6144, decode.d4.loss_dice: 0.9106, decode.d5.loss_cls: 0.4793, decode.d5.loss_mask: 0.6129, decode.d5.loss_dice: 0.9088, decode.d6.loss_cls: 0.4643, decode.d6.loss_mask: 0.6136, decode.d6.loss_dice: 0.9026, decode.d7.loss_cls: 0.4611, decode.d7.loss_mask: 0.6107, decode.d7.loss_dice: 0.9023, decode.d8.loss_cls: 0.4702, decode.d8.loss_mask: 0.6088, decode.d8.loss_dice: 0.8984, loss: 22.2879 2022-04-26 14:03:36,728 - mmseg - INFO - Iter [43850/160000] lr: 1.042e-06, eta: 1 day, 11:35:21, time: 1.078, data_time: 0.018, memory: 64049, decode.loss_cls: 0.4984, decode.loss_mask: 0.5675, decode.loss_dice: 0.9160, decode.d0.loss_cls: 2.4568, decode.d0.loss_mask: 0.6142, decode.d0.loss_dice: 1.0789, decode.d1.loss_cls: 0.6083, decode.d1.loss_mask: 0.5933, decode.d1.loss_dice: 0.9816, decode.d2.loss_cls: 0.5498, decode.d2.loss_mask: 0.5789, decode.d2.loss_dice: 0.9444, decode.d3.loss_cls: 0.5232, decode.d3.loss_mask: 0.5737, decode.d3.loss_dice: 0.9283, decode.d4.loss_cls: 0.5162, decode.d4.loss_mask: 0.5730, decode.d4.loss_dice: 0.9248, decode.d5.loss_cls: 0.5031, decode.d5.loss_mask: 0.5750, decode.d5.loss_dice: 0.9266, decode.d6.loss_cls: 0.5036, decode.d6.loss_mask: 0.5689, decode.d6.loss_dice: 0.9189, decode.d7.loss_cls: 0.4959, decode.d7.loss_mask: 0.5686, decode.d7.loss_dice: 0.9221, decode.d8.loss_cls: 0.5010, decode.d8.loss_mask: 0.5671, decode.d8.loss_dice: 0.9183, loss: 22.3962 2022-04-26 14:04:31,733 - mmseg - INFO - Iter [43900/160000] lr: 1.042e-06, eta: 1 day, 11:34:25, time: 1.100, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4798, decode.loss_mask: 0.5984, decode.loss_dice: 0.8796, decode.d0.loss_cls: 2.3897, decode.d0.loss_mask: 0.6342, decode.d0.loss_dice: 1.0296, decode.d1.loss_cls: 0.5913, decode.d1.loss_mask: 0.6170, decode.d1.loss_dice: 0.9408, decode.d2.loss_cls: 0.5375, decode.d2.loss_mask: 0.6022, decode.d2.loss_dice: 0.9007, decode.d3.loss_cls: 0.5083, decode.d3.loss_mask: 0.5974, decode.d3.loss_dice: 0.8827, decode.d4.loss_cls: 0.4984, decode.d4.loss_mask: 0.5992, decode.d4.loss_dice: 0.8832, decode.d5.loss_cls: 0.4894, decode.d5.loss_mask: 0.5973, decode.d5.loss_dice: 0.8834, decode.d6.loss_cls: 0.4898, decode.d6.loss_mask: 0.5958, decode.d6.loss_dice: 0.8775, decode.d7.loss_cls: 0.4866, decode.d7.loss_mask: 0.5959, decode.d7.loss_dice: 0.8774, decode.d8.loss_cls: 0.4790, decode.d8.loss_mask: 0.5962, decode.d8.loss_dice: 0.8782, loss: 22.0162 2022-04-26 14:05:26,091 - mmseg - INFO - Iter [43950/160000] lr: 1.041e-06, eta: 1 day, 11:33:28, time: 1.087, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4509, decode.loss_mask: 0.5752, decode.loss_dice: 0.8779, decode.d0.loss_cls: 2.3506, decode.d0.loss_mask: 0.6231, decode.d0.loss_dice: 1.0321, decode.d1.loss_cls: 0.5663, decode.d1.loss_mask: 0.5943, decode.d1.loss_dice: 0.9388, decode.d2.loss_cls: 0.4899, decode.d2.loss_mask: 0.5838, decode.d2.loss_dice: 0.9067, decode.d3.loss_cls: 0.4649, decode.d3.loss_mask: 0.5795, decode.d3.loss_dice: 0.8909, decode.d4.loss_cls: 0.4571, decode.d4.loss_mask: 0.5766, decode.d4.loss_dice: 0.8884, decode.d5.loss_cls: 0.4489, decode.d5.loss_mask: 0.5790, decode.d5.loss_dice: 0.8862, decode.d6.loss_cls: 0.4442, decode.d6.loss_mask: 0.5767, decode.d6.loss_dice: 0.8722, decode.d7.loss_cls: 0.4410, decode.d7.loss_mask: 0.5747, decode.d7.loss_dice: 0.8812, decode.d8.loss_cls: 0.4465, decode.d8.loss_mask: 0.5763, decode.d8.loss_dice: 0.8810, loss: 21.4550 2022-04-26 14:06:20,767 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 14:06:20,770 - mmseg - INFO - Iter [44000/160000] lr: 1.041e-06, eta: 1 day, 11:32:32, time: 1.093, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4522, decode.loss_mask: 0.5842, decode.loss_dice: 0.8930, decode.d0.loss_cls: 2.3704, decode.d0.loss_mask: 0.6363, decode.d0.loss_dice: 1.0475, decode.d1.loss_cls: 0.5724, decode.d1.loss_mask: 0.6085, decode.d1.loss_dice: 0.9638, decode.d2.loss_cls: 0.5066, decode.d2.loss_mask: 0.5887, decode.d2.loss_dice: 0.9197, decode.d3.loss_cls: 0.4784, decode.d3.loss_mask: 0.5838, decode.d3.loss_dice: 0.9027, decode.d4.loss_cls: 0.4640, decode.d4.loss_mask: 0.5839, decode.d4.loss_dice: 0.9032, decode.d5.loss_cls: 0.4569, decode.d5.loss_mask: 0.5852, decode.d5.loss_dice: 0.9015, decode.d6.loss_cls: 0.4458, decode.d6.loss_mask: 0.5851, decode.d6.loss_dice: 0.8926, decode.d7.loss_cls: 0.4486, decode.d7.loss_mask: 0.5846, decode.d7.loss_dice: 0.8924, decode.d8.loss_cls: 0.4456, decode.d8.loss_mask: 0.5847, decode.d8.loss_dice: 0.8920, loss: 21.7741 2022-04-26 14:07:15,728 - mmseg - INFO - Iter [44050/160000] lr: 1.041e-06, eta: 1 day, 11:31:36, time: 1.099, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4651, decode.loss_mask: 0.5847, decode.loss_dice: 0.9002, decode.d0.loss_cls: 2.3571, decode.d0.loss_mask: 0.6242, decode.d0.loss_dice: 1.0471, decode.d1.loss_cls: 0.5746, decode.d1.loss_mask: 0.6078, decode.d1.loss_dice: 0.9610, decode.d2.loss_cls: 0.5114, decode.d2.loss_mask: 0.5914, decode.d2.loss_dice: 0.9317, decode.d3.loss_cls: 0.4867, decode.d3.loss_mask: 0.5888, decode.d3.loss_dice: 0.9146, decode.d4.loss_cls: 0.4778, decode.d4.loss_mask: 0.5848, decode.d4.loss_dice: 0.9084, decode.d5.loss_cls: 0.4719, decode.d5.loss_mask: 0.5827, decode.d5.loss_dice: 0.9084, decode.d6.loss_cls: 0.4647, decode.d6.loss_mask: 0.5832, decode.d6.loss_dice: 0.8994, decode.d7.loss_cls: 0.4662, decode.d7.loss_mask: 0.5831, decode.d7.loss_dice: 0.8986, decode.d8.loss_cls: 0.4609, decode.d8.loss_mask: 0.5846, decode.d8.loss_dice: 0.9034, loss: 21.9246 2022-04-26 14:08:10,505 - mmseg - INFO - Iter [44100/160000] lr: 1.040e-06, eta: 1 day, 11:30:40, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4749, decode.loss_mask: 0.5984, decode.loss_dice: 0.9027, decode.d0.loss_cls: 2.3515, decode.d0.loss_mask: 0.6421, decode.d0.loss_dice: 1.0514, decode.d1.loss_cls: 0.5810, decode.d1.loss_mask: 0.6147, decode.d1.loss_dice: 0.9643, decode.d2.loss_cls: 0.5357, decode.d2.loss_mask: 0.6075, decode.d2.loss_dice: 0.9236, decode.d3.loss_cls: 0.4916, decode.d3.loss_mask: 0.6013, decode.d3.loss_dice: 0.9139, decode.d4.loss_cls: 0.4800, decode.d4.loss_mask: 0.6010, decode.d4.loss_dice: 0.9150, decode.d5.loss_cls: 0.4801, decode.d5.loss_mask: 0.5994, decode.d5.loss_dice: 0.9100, decode.d6.loss_cls: 0.4715, decode.d6.loss_mask: 0.6011, decode.d6.loss_dice: 0.8997, decode.d7.loss_cls: 0.4682, decode.d7.loss_mask: 0.6000, decode.d7.loss_dice: 0.9038, decode.d8.loss_cls: 0.4643, decode.d8.loss_mask: 0.5995, decode.d8.loss_dice: 0.9089, loss: 22.1573 2022-04-26 14:09:04,565 - mmseg - INFO - Iter [44150/160000] lr: 1.040e-06, eta: 1 day, 11:29:42, time: 1.081, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4785, decode.loss_mask: 0.5935, decode.loss_dice: 0.8920, decode.d0.loss_cls: 2.4081, decode.d0.loss_mask: 0.6459, decode.d0.loss_dice: 1.0527, decode.d1.loss_cls: 0.6038, decode.d1.loss_mask: 0.6134, decode.d1.loss_dice: 0.9562, decode.d2.loss_cls: 0.5324, decode.d2.loss_mask: 0.6049, decode.d2.loss_dice: 0.9205, decode.d3.loss_cls: 0.5057, decode.d3.loss_mask: 0.5991, decode.d3.loss_dice: 0.9019, decode.d4.loss_cls: 0.4950, decode.d4.loss_mask: 0.5979, decode.d4.loss_dice: 0.8985, decode.d5.loss_cls: 0.4830, decode.d5.loss_mask: 0.5948, decode.d5.loss_dice: 0.9001, decode.d6.loss_cls: 0.4785, decode.d6.loss_mask: 0.5942, decode.d6.loss_dice: 0.8932, decode.d7.loss_cls: 0.4800, decode.d7.loss_mask: 0.5930, decode.d7.loss_dice: 0.8925, decode.d8.loss_cls: 0.4784, decode.d8.loss_mask: 0.5918, decode.d8.loss_dice: 0.8905, loss: 22.1699 2022-04-26 14:09:58,200 - mmseg - INFO - Iter [44200/160000] lr: 1.039e-06, eta: 1 day, 11:28:43, time: 1.073, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4564, decode.loss_mask: 0.5977, decode.loss_dice: 0.8971, decode.d0.loss_cls: 2.3539, decode.d0.loss_mask: 0.6489, decode.d0.loss_dice: 1.0478, decode.d1.loss_cls: 0.5649, decode.d1.loss_mask: 0.6170, decode.d1.loss_dice: 0.9653, decode.d2.loss_cls: 0.4932, decode.d2.loss_mask: 0.6011, decode.d2.loss_dice: 0.9350, decode.d3.loss_cls: 0.4750, decode.d3.loss_mask: 0.5965, decode.d3.loss_dice: 0.9141, decode.d4.loss_cls: 0.4666, decode.d4.loss_mask: 0.5974, decode.d4.loss_dice: 0.9125, decode.d5.loss_cls: 0.4634, decode.d5.loss_mask: 0.5990, decode.d5.loss_dice: 0.9088, decode.d6.loss_cls: 0.4610, decode.d6.loss_mask: 0.5941, decode.d6.loss_dice: 0.8964, decode.d7.loss_cls: 0.4578, decode.d7.loss_mask: 0.5960, decode.d7.loss_dice: 0.9035, decode.d8.loss_cls: 0.4615, decode.d8.loss_mask: 0.5929, decode.d8.loss_dice: 0.8990, loss: 21.9740 2022-04-26 14:10:55,828 - mmseg - INFO - Iter [44250/160000] lr: 1.039e-06, eta: 1 day, 11:27:54, time: 1.152, data_time: 0.064, memory: 64049, decode.loss_cls: 0.4767, decode.loss_mask: 0.5874, decode.loss_dice: 0.8619, decode.d0.loss_cls: 2.3735, decode.d0.loss_mask: 0.6364, decode.d0.loss_dice: 1.0134, decode.d1.loss_cls: 0.5841, decode.d1.loss_mask: 0.6111, decode.d1.loss_dice: 0.9286, decode.d2.loss_cls: 0.5246, decode.d2.loss_mask: 0.5964, decode.d2.loss_dice: 0.8882, decode.d3.loss_cls: 0.4883, decode.d3.loss_mask: 0.5921, decode.d3.loss_dice: 0.8771, decode.d4.loss_cls: 0.4744, decode.d4.loss_mask: 0.5915, decode.d4.loss_dice: 0.8723, decode.d5.loss_cls: 0.4715, decode.d5.loss_mask: 0.5911, decode.d5.loss_dice: 0.8745, decode.d6.loss_cls: 0.4778, decode.d6.loss_mask: 0.5868, decode.d6.loss_dice: 0.8655, decode.d7.loss_cls: 0.4704, decode.d7.loss_mask: 0.5873, decode.d7.loss_dice: 0.8674, decode.d8.loss_cls: 0.4661, decode.d8.loss_mask: 0.5909, decode.d8.loss_dice: 0.8669, loss: 21.6943 2022-04-26 14:11:51,297 - mmseg - INFO - Iter [44300/160000] lr: 1.038e-06, eta: 1 day, 11:27:00, time: 1.109, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4677, decode.loss_mask: 0.5700, decode.loss_dice: 0.8943, decode.d0.loss_cls: 2.3589, decode.d0.loss_mask: 0.6199, decode.d0.loss_dice: 1.0587, decode.d1.loss_cls: 0.6020, decode.d1.loss_mask: 0.5872, decode.d1.loss_dice: 0.9570, decode.d2.loss_cls: 0.5305, decode.d2.loss_mask: 0.5774, decode.d2.loss_dice: 0.9170, decode.d3.loss_cls: 0.5023, decode.d3.loss_mask: 0.5714, decode.d3.loss_dice: 0.8974, decode.d4.loss_cls: 0.4868, decode.d4.loss_mask: 0.5709, decode.d4.loss_dice: 0.8993, decode.d5.loss_cls: 0.4847, decode.d5.loss_mask: 0.5708, decode.d5.loss_dice: 0.8979, decode.d6.loss_cls: 0.4788, decode.d6.loss_mask: 0.5688, decode.d6.loss_dice: 0.8885, decode.d7.loss_cls: 0.4760, decode.d7.loss_mask: 0.5699, decode.d7.loss_dice: 0.8869, decode.d8.loss_cls: 0.4797, decode.d8.loss_mask: 0.5696, decode.d8.loss_dice: 0.8894, loss: 21.8296 2022-04-26 14:12:46,158 - mmseg - INFO - Iter [44350/160000] lr: 1.038e-06, eta: 1 day, 11:26:04, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4976, decode.loss_mask: 0.5859, decode.loss_dice: 0.9085, decode.d0.loss_cls: 2.4256, decode.d0.loss_mask: 0.6381, decode.d0.loss_dice: 1.0773, decode.d1.loss_cls: 0.5990, decode.d1.loss_mask: 0.6073, decode.d1.loss_dice: 0.9774, decode.d2.loss_cls: 0.5339, decode.d2.loss_mask: 0.5962, decode.d2.loss_dice: 0.9459, decode.d3.loss_cls: 0.5208, decode.d3.loss_mask: 0.5909, decode.d3.loss_dice: 0.9236, decode.d4.loss_cls: 0.5118, decode.d4.loss_mask: 0.5875, decode.d4.loss_dice: 0.9255, decode.d5.loss_cls: 0.5010, decode.d5.loss_mask: 0.5874, decode.d5.loss_dice: 0.9138, decode.d6.loss_cls: 0.4877, decode.d6.loss_mask: 0.5891, decode.d6.loss_dice: 0.9113, decode.d7.loss_cls: 0.4956, decode.d7.loss_mask: 0.5881, decode.d7.loss_dice: 0.9137, decode.d8.loss_cls: 0.4901, decode.d8.loss_mask: 0.5861, decode.d8.loss_dice: 0.9104, loss: 22.4272 2022-04-26 14:13:41,823 - mmseg - INFO - Iter [44400/160000] lr: 1.037e-06, eta: 1 day, 11:25:10, time: 1.113, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4612, decode.loss_mask: 0.5725, decode.loss_dice: 0.8654, decode.d0.loss_cls: 2.3488, decode.d0.loss_mask: 0.6144, decode.d0.loss_dice: 1.0107, decode.d1.loss_cls: 0.5811, decode.d1.loss_mask: 0.5879, decode.d1.loss_dice: 0.9230, decode.d2.loss_cls: 0.5192, decode.d2.loss_mask: 0.5783, decode.d2.loss_dice: 0.8917, decode.d3.loss_cls: 0.4894, decode.d3.loss_mask: 0.5741, decode.d3.loss_dice: 0.8769, decode.d4.loss_cls: 0.4765, decode.d4.loss_mask: 0.5737, decode.d4.loss_dice: 0.8764, decode.d5.loss_cls: 0.4713, decode.d5.loss_mask: 0.5730, decode.d5.loss_dice: 0.8755, decode.d6.loss_cls: 0.4708, decode.d6.loss_mask: 0.5719, decode.d6.loss_dice: 0.8634, decode.d7.loss_cls: 0.4656, decode.d7.loss_mask: 0.5722, decode.d7.loss_dice: 0.8631, decode.d8.loss_cls: 0.4563, decode.d8.loss_mask: 0.5740, decode.d8.loss_dice: 0.8678, loss: 21.4461 2022-04-26 14:14:36,959 - mmseg - INFO - Iter [44450/160000] lr: 1.037e-06, eta: 1 day, 11:24:15, time: 1.103, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4576, decode.loss_mask: 0.6023, decode.loss_dice: 0.8947, decode.d0.loss_cls: 2.3721, decode.d0.loss_mask: 0.6478, decode.d0.loss_dice: 1.0398, decode.d1.loss_cls: 0.5694, decode.d1.loss_mask: 0.6261, decode.d1.loss_dice: 0.9633, decode.d2.loss_cls: 0.5123, decode.d2.loss_mask: 0.6098, decode.d2.loss_dice: 0.9225, decode.d3.loss_cls: 0.4842, decode.d3.loss_mask: 0.6046, decode.d3.loss_dice: 0.9069, decode.d4.loss_cls: 0.4762, decode.d4.loss_mask: 0.6012, decode.d4.loss_dice: 0.8995, decode.d5.loss_cls: 0.4678, decode.d5.loss_mask: 0.6010, decode.d5.loss_dice: 0.9015, decode.d6.loss_cls: 0.4645, decode.d6.loss_mask: 0.6006, decode.d6.loss_dice: 0.8876, decode.d7.loss_cls: 0.4611, decode.d7.loss_mask: 0.5999, decode.d7.loss_dice: 0.8924, decode.d8.loss_cls: 0.4701, decode.d8.loss_mask: 0.5995, decode.d8.loss_dice: 0.8950, loss: 22.0315 2022-04-26 14:15:32,053 - mmseg - INFO - Iter [44500/160000] lr: 1.036e-06, eta: 1 day, 11:23:19, time: 1.102, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4686, decode.loss_mask: 0.5826, decode.loss_dice: 0.9018, decode.d0.loss_cls: 2.3471, decode.d0.loss_mask: 0.6330, decode.d0.loss_dice: 1.0630, decode.d1.loss_cls: 0.5643, decode.d1.loss_mask: 0.6020, decode.d1.loss_dice: 0.9676, decode.d2.loss_cls: 0.5108, decode.d2.loss_mask: 0.5894, decode.d2.loss_dice: 0.9272, decode.d3.loss_cls: 0.4927, decode.d3.loss_mask: 0.5803, decode.d3.loss_dice: 0.9114, decode.d4.loss_cls: 0.4854, decode.d4.loss_mask: 0.5819, decode.d4.loss_dice: 0.9084, decode.d5.loss_cls: 0.4719, decode.d5.loss_mask: 0.5820, decode.d5.loss_dice: 0.9089, decode.d6.loss_cls: 0.4688, decode.d6.loss_mask: 0.5796, decode.d6.loss_dice: 0.9021, decode.d7.loss_cls: 0.4670, decode.d7.loss_mask: 0.5814, decode.d7.loss_dice: 0.9029, decode.d8.loss_cls: 0.4698, decode.d8.loss_mask: 0.5844, decode.d8.loss_dice: 0.9089, loss: 21.9453 2022-04-26 14:16:26,564 - mmseg - INFO - Iter [44550/160000] lr: 1.036e-06, eta: 1 day, 11:22:23, time: 1.090, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4601, decode.loss_mask: 0.5716, decode.loss_dice: 0.8856, decode.d0.loss_cls: 2.3927, decode.d0.loss_mask: 0.6200, decode.d0.loss_dice: 1.0206, decode.d1.loss_cls: 0.5645, decode.d1.loss_mask: 0.5994, decode.d1.loss_dice: 0.9452, decode.d2.loss_cls: 0.5004, decode.d2.loss_mask: 0.5854, decode.d2.loss_dice: 0.9082, decode.d3.loss_cls: 0.4837, decode.d3.loss_mask: 0.5778, decode.d3.loss_dice: 0.8903, decode.d4.loss_cls: 0.4791, decode.d4.loss_mask: 0.5772, decode.d4.loss_dice: 0.8906, decode.d5.loss_cls: 0.4659, decode.d5.loss_mask: 0.5750, decode.d5.loss_dice: 0.8946, decode.d6.loss_cls: 0.4676, decode.d6.loss_mask: 0.5739, decode.d6.loss_dice: 0.8826, decode.d7.loss_cls: 0.4672, decode.d7.loss_mask: 0.5712, decode.d7.loss_dice: 0.8858, decode.d8.loss_cls: 0.4634, decode.d8.loss_mask: 0.5712, decode.d8.loss_dice: 0.8774, loss: 21.6483 2022-04-26 14:17:20,924 - mmseg - INFO - Iter [44600/160000] lr: 1.036e-06, eta: 1 day, 11:21:25, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4514, decode.loss_mask: 0.6179, decode.loss_dice: 0.9080, decode.d0.loss_cls: 2.2791, decode.d0.loss_mask: 0.6661, decode.d0.loss_dice: 1.0489, decode.d1.loss_cls: 0.5657, decode.d1.loss_mask: 0.6474, decode.d1.loss_dice: 0.9748, decode.d2.loss_cls: 0.5026, decode.d2.loss_mask: 0.6332, decode.d2.loss_dice: 0.9425, decode.d3.loss_cls: 0.4757, decode.d3.loss_mask: 0.6235, decode.d3.loss_dice: 0.9217, decode.d4.loss_cls: 0.4701, decode.d4.loss_mask: 0.6207, decode.d4.loss_dice: 0.9160, decode.d5.loss_cls: 0.4562, decode.d5.loss_mask: 0.6217, decode.d5.loss_dice: 0.9124, decode.d6.loss_cls: 0.4542, decode.d6.loss_mask: 0.6226, decode.d6.loss_dice: 0.9097, decode.d7.loss_cls: 0.4559, decode.d7.loss_mask: 0.6227, decode.d7.loss_dice: 0.9087, decode.d8.loss_cls: 0.4579, decode.d8.loss_mask: 0.6198, decode.d8.loss_dice: 0.9064, loss: 22.2136 2022-04-26 14:18:15,730 - mmseg - INFO - Iter [44650/160000] lr: 1.035e-06, eta: 1 day, 11:20:29, time: 1.096, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4573, decode.loss_mask: 0.5498, decode.loss_dice: 0.8772, decode.d0.loss_cls: 2.4074, decode.d0.loss_mask: 0.6041, decode.d0.loss_dice: 1.0372, decode.d1.loss_cls: 0.5737, decode.d1.loss_mask: 0.5767, decode.d1.loss_dice: 0.9404, decode.d2.loss_cls: 0.5086, decode.d2.loss_mask: 0.5645, decode.d2.loss_dice: 0.9050, decode.d3.loss_cls: 0.4794, decode.d3.loss_mask: 0.5548, decode.d3.loss_dice: 0.8879, decode.d4.loss_cls: 0.4722, decode.d4.loss_mask: 0.5565, decode.d4.loss_dice: 0.8822, decode.d5.loss_cls: 0.4586, decode.d5.loss_mask: 0.5539, decode.d5.loss_dice: 0.8832, decode.d6.loss_cls: 0.4546, decode.d6.loss_mask: 0.5517, decode.d6.loss_dice: 0.8761, decode.d7.loss_cls: 0.4584, decode.d7.loss_mask: 0.5522, decode.d7.loss_dice: 0.8779, decode.d8.loss_cls: 0.4607, decode.d8.loss_mask: 0.5499, decode.d8.loss_dice: 0.8781, loss: 21.3901 2022-04-26 14:19:10,731 - mmseg - INFO - Iter [44700/160000] lr: 1.035e-06, eta: 1 day, 11:19:34, time: 1.100, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4659, decode.loss_mask: 0.5913, decode.loss_dice: 0.9096, decode.d0.loss_cls: 2.3695, decode.d0.loss_mask: 0.6469, decode.d0.loss_dice: 1.0546, decode.d1.loss_cls: 0.5689, decode.d1.loss_mask: 0.6190, decode.d1.loss_dice: 0.9777, decode.d2.loss_cls: 0.5096, decode.d2.loss_mask: 0.5991, decode.d2.loss_dice: 0.9342, decode.d3.loss_cls: 0.4810, decode.d3.loss_mask: 0.5936, decode.d3.loss_dice: 0.9187, decode.d4.loss_cls: 0.4802, decode.d4.loss_mask: 0.5894, decode.d4.loss_dice: 0.9147, decode.d5.loss_cls: 0.4734, decode.d5.loss_mask: 0.5913, decode.d5.loss_dice: 0.9142, decode.d6.loss_cls: 0.4739, decode.d6.loss_mask: 0.5890, decode.d6.loss_dice: 0.9093, decode.d7.loss_cls: 0.4753, decode.d7.loss_mask: 0.5885, decode.d7.loss_dice: 0.9044, decode.d8.loss_cls: 0.4678, decode.d8.loss_mask: 0.5909, decode.d8.loss_dice: 0.9097, loss: 22.1118 2022-04-26 14:20:05,587 - mmseg - INFO - Iter [44750/160000] lr: 1.034e-06, eta: 1 day, 11:18:38, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4817, decode.loss_mask: 0.5877, decode.loss_dice: 0.8946, decode.d0.loss_cls: 2.3489, decode.d0.loss_mask: 0.6306, decode.d0.loss_dice: 1.0405, decode.d1.loss_cls: 0.5706, decode.d1.loss_mask: 0.6118, decode.d1.loss_dice: 0.9581, decode.d2.loss_cls: 0.5195, decode.d2.loss_mask: 0.5962, decode.d2.loss_dice: 0.9297, decode.d3.loss_cls: 0.4961, decode.d3.loss_mask: 0.5904, decode.d3.loss_dice: 0.9055, decode.d4.loss_cls: 0.4834, decode.d4.loss_mask: 0.5909, decode.d4.loss_dice: 0.9090, decode.d5.loss_cls: 0.4752, decode.d5.loss_mask: 0.5880, decode.d5.loss_dice: 0.9075, decode.d6.loss_cls: 0.4775, decode.d6.loss_mask: 0.5884, decode.d6.loss_dice: 0.8973, decode.d7.loss_cls: 0.4708, decode.d7.loss_mask: 0.5919, decode.d7.loss_dice: 0.8967, decode.d8.loss_cls: 0.4719, decode.d8.loss_mask: 0.5899, decode.d8.loss_dice: 0.8973, loss: 21.9975 2022-04-26 14:20:59,889 - mmseg - INFO - Iter [44800/160000] lr: 1.034e-06, eta: 1 day, 11:17:41, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4610, decode.loss_mask: 0.5744, decode.loss_dice: 0.8920, decode.d0.loss_cls: 2.3586, decode.d0.loss_mask: 0.6208, decode.d0.loss_dice: 1.0274, decode.d1.loss_cls: 0.5555, decode.d1.loss_mask: 0.5984, decode.d1.loss_dice: 0.9524, decode.d2.loss_cls: 0.4896, decode.d2.loss_mask: 0.5893, decode.d2.loss_dice: 0.9227, decode.d3.loss_cls: 0.4700, decode.d3.loss_mask: 0.5818, decode.d3.loss_dice: 0.9048, decode.d4.loss_cls: 0.4671, decode.d4.loss_mask: 0.5810, decode.d4.loss_dice: 0.9057, decode.d5.loss_cls: 0.4626, decode.d5.loss_mask: 0.5788, decode.d5.loss_dice: 0.8956, decode.d6.loss_cls: 0.4613, decode.d6.loss_mask: 0.5764, decode.d6.loss_dice: 0.8871, decode.d7.loss_cls: 0.4558, decode.d7.loss_mask: 0.5745, decode.d7.loss_dice: 0.8861, decode.d8.loss_cls: 0.4602, decode.d8.loss_mask: 0.5764, decode.d8.loss_dice: 0.8899, loss: 21.6571 2022-04-26 14:21:55,018 - mmseg - INFO - Iter [44850/160000] lr: 1.033e-06, eta: 1 day, 11:16:45, time: 1.102, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4737, decode.loss_mask: 0.5997, decode.loss_dice: 0.8909, decode.d0.loss_cls: 2.3355, decode.d0.loss_mask: 0.6381, decode.d0.loss_dice: 1.0300, decode.d1.loss_cls: 0.5809, decode.d1.loss_mask: 0.6193, decode.d1.loss_dice: 0.9480, decode.d2.loss_cls: 0.5173, decode.d2.loss_mask: 0.6053, decode.d2.loss_dice: 0.9253, decode.d3.loss_cls: 0.4916, decode.d3.loss_mask: 0.5972, decode.d3.loss_dice: 0.8988, decode.d4.loss_cls: 0.4815, decode.d4.loss_mask: 0.5980, decode.d4.loss_dice: 0.9004, decode.d5.loss_cls: 0.4777, decode.d5.loss_mask: 0.5987, decode.d5.loss_dice: 0.8985, decode.d6.loss_cls: 0.4724, decode.d6.loss_mask: 0.5969, decode.d6.loss_dice: 0.8911, decode.d7.loss_cls: 0.4767, decode.d7.loss_mask: 0.5952, decode.d7.loss_dice: 0.8930, decode.d8.loss_cls: 0.4695, decode.d8.loss_mask: 0.5971, decode.d8.loss_dice: 0.8899, loss: 21.9881 2022-04-26 14:22:49,807 - mmseg - INFO - Iter [44900/160000] lr: 1.033e-06, eta: 1 day, 11:15:49, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4800, decode.loss_mask: 0.5770, decode.loss_dice: 0.8996, decode.d0.loss_cls: 2.4055, decode.d0.loss_mask: 0.6231, decode.d0.loss_dice: 1.0467, decode.d1.loss_cls: 0.5988, decode.d1.loss_mask: 0.6040, decode.d1.loss_dice: 0.9594, decode.d2.loss_cls: 0.5402, decode.d2.loss_mask: 0.5893, decode.d2.loss_dice: 0.9276, decode.d3.loss_cls: 0.5162, decode.d3.loss_mask: 0.5755, decode.d3.loss_dice: 0.9021, decode.d4.loss_cls: 0.5011, decode.d4.loss_mask: 0.5743, decode.d4.loss_dice: 0.9007, decode.d5.loss_cls: 0.4988, decode.d5.loss_mask: 0.5767, decode.d5.loss_dice: 0.9011, decode.d6.loss_cls: 0.4933, decode.d6.loss_mask: 0.5801, decode.d6.loss_dice: 0.8946, decode.d7.loss_cls: 0.4897, decode.d7.loss_mask: 0.5763, decode.d7.loss_dice: 0.8952, decode.d8.loss_cls: 0.4827, decode.d8.loss_mask: 0.5781, decode.d8.loss_dice: 0.8976, loss: 22.0852 2022-04-26 14:23:44,768 - mmseg - INFO - Iter [44950/160000] lr: 1.032e-06, eta: 1 day, 11:14:54, time: 1.099, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4481, decode.loss_mask: 0.5930, decode.loss_dice: 0.8993, decode.d0.loss_cls: 2.3196, decode.d0.loss_mask: 0.6383, decode.d0.loss_dice: 1.0449, decode.d1.loss_cls: 0.5348, decode.d1.loss_mask: 0.6137, decode.d1.loss_dice: 0.9623, decode.d2.loss_cls: 0.4909, decode.d2.loss_mask: 0.5997, decode.d2.loss_dice: 0.9234, decode.d3.loss_cls: 0.4730, decode.d3.loss_mask: 0.5967, decode.d3.loss_dice: 0.9067, decode.d4.loss_cls: 0.4573, decode.d4.loss_mask: 0.5907, decode.d4.loss_dice: 0.9067, decode.d5.loss_cls: 0.4549, decode.d5.loss_mask: 0.5928, decode.d5.loss_dice: 0.9072, decode.d6.loss_cls: 0.4525, decode.d6.loss_mask: 0.5903, decode.d6.loss_dice: 0.8967, decode.d7.loss_cls: 0.4489, decode.d7.loss_mask: 0.5928, decode.d7.loss_dice: 0.8975, decode.d8.loss_cls: 0.4452, decode.d8.loss_mask: 0.5940, decode.d8.loss_dice: 0.9008, loss: 21.7729 2022-04-26 14:24:39,345 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 14:24:39,346 - mmseg - INFO - Iter [45000/160000] lr: 1.032e-06, eta: 1 day, 11:13:57, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4475, decode.loss_mask: 0.5955, decode.loss_dice: 0.9107, decode.d0.loss_cls: 2.3358, decode.d0.loss_mask: 0.6462, decode.d0.loss_dice: 1.0548, decode.d1.loss_cls: 0.5646, decode.d1.loss_mask: 0.6220, decode.d1.loss_dice: 0.9674, decode.d2.loss_cls: 0.5020, decode.d2.loss_mask: 0.6052, decode.d2.loss_dice: 0.9292, decode.d3.loss_cls: 0.4686, decode.d3.loss_mask: 0.5996, decode.d3.loss_dice: 0.9161, decode.d4.loss_cls: 0.4594, decode.d4.loss_mask: 0.5980, decode.d4.loss_dice: 0.9118, decode.d5.loss_cls: 0.4469, decode.d5.loss_mask: 0.5962, decode.d5.loss_dice: 0.9121, decode.d6.loss_cls: 0.4429, decode.d6.loss_mask: 0.5997, decode.d6.loss_dice: 0.9077, decode.d7.loss_cls: 0.4396, decode.d7.loss_mask: 0.5983, decode.d7.loss_dice: 0.9097, decode.d8.loss_cls: 0.4378, decode.d8.loss_mask: 0.5995, decode.d8.loss_dice: 0.9137, loss: 21.9388 2022-04-26 14:25:33,476 - mmseg - INFO - Iter [45050/160000] lr: 1.032e-06, eta: 1 day, 11:12:59, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4405, decode.loss_mask: 0.5828, decode.loss_dice: 0.9082, decode.d0.loss_cls: 2.3431, decode.d0.loss_mask: 0.6314, decode.d0.loss_dice: 1.0522, decode.d1.loss_cls: 0.5672, decode.d1.loss_mask: 0.6017, decode.d1.loss_dice: 0.9585, decode.d2.loss_cls: 0.4888, decode.d2.loss_mask: 0.5934, decode.d2.loss_dice: 0.9311, decode.d3.loss_cls: 0.4735, decode.d3.loss_mask: 0.5886, decode.d3.loss_dice: 0.9137, decode.d4.loss_cls: 0.4561, decode.d4.loss_mask: 0.5866, decode.d4.loss_dice: 0.9113, decode.d5.loss_cls: 0.4490, decode.d5.loss_mask: 0.5853, decode.d5.loss_dice: 0.9113, decode.d6.loss_cls: 0.4408, decode.d6.loss_mask: 0.5850, decode.d6.loss_dice: 0.9066, decode.d7.loss_cls: 0.4435, decode.d7.loss_mask: 0.5831, decode.d7.loss_dice: 0.9056, decode.d8.loss_cls: 0.4439, decode.d8.loss_mask: 0.5854, decode.d8.loss_dice: 0.9048, loss: 21.7729 2022-04-26 14:26:27,784 - mmseg - INFO - Iter [45100/160000] lr: 1.031e-06, eta: 1 day, 11:12:02, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4703, decode.loss_mask: 0.5864, decode.loss_dice: 0.9025, decode.d0.loss_cls: 2.4012, decode.d0.loss_mask: 0.6321, decode.d0.loss_dice: 1.0453, decode.d1.loss_cls: 0.5930, decode.d1.loss_mask: 0.6078, decode.d1.loss_dice: 0.9588, decode.d2.loss_cls: 0.5237, decode.d2.loss_mask: 0.5929, decode.d2.loss_dice: 0.9294, decode.d3.loss_cls: 0.4917, decode.d3.loss_mask: 0.5882, decode.d3.loss_dice: 0.9091, decode.d4.loss_cls: 0.4806, decode.d4.loss_mask: 0.5870, decode.d4.loss_dice: 0.9074, decode.d5.loss_cls: 0.4767, decode.d5.loss_mask: 0.5866, decode.d5.loss_dice: 0.9099, decode.d6.loss_cls: 0.4745, decode.d6.loss_mask: 0.5880, decode.d6.loss_dice: 0.9018, decode.d7.loss_cls: 0.4721, decode.d7.loss_mask: 0.5890, decode.d7.loss_dice: 0.9062, decode.d8.loss_cls: 0.4796, decode.d8.loss_mask: 0.5871, decode.d8.loss_dice: 0.9053, loss: 22.0841 2022-04-26 14:27:22,177 - mmseg - INFO - Iter [45150/160000] lr: 1.031e-06, eta: 1 day, 11:11:05, time: 1.088, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4630, decode.loss_mask: 0.5772, decode.loss_dice: 0.8904, decode.d0.loss_cls: 2.3208, decode.d0.loss_mask: 0.6271, decode.d0.loss_dice: 1.0313, decode.d1.loss_cls: 0.5728, decode.d1.loss_mask: 0.6019, decode.d1.loss_dice: 0.9521, decode.d2.loss_cls: 0.5065, decode.d2.loss_mask: 0.5852, decode.d2.loss_dice: 0.9228, decode.d3.loss_cls: 0.4830, decode.d3.loss_mask: 0.5820, decode.d3.loss_dice: 0.8988, decode.d4.loss_cls: 0.4837, decode.d4.loss_mask: 0.5790, decode.d4.loss_dice: 0.8997, decode.d5.loss_cls: 0.4701, decode.d5.loss_mask: 0.5776, decode.d5.loss_dice: 0.8962, decode.d6.loss_cls: 0.4698, decode.d6.loss_mask: 0.5747, decode.d6.loss_dice: 0.8874, decode.d7.loss_cls: 0.4603, decode.d7.loss_mask: 0.5760, decode.d7.loss_dice: 0.8923, decode.d8.loss_cls: 0.4644, decode.d8.loss_mask: 0.5750, decode.d8.loss_dice: 0.8940, loss: 21.7154 2022-04-26 14:28:17,216 - mmseg - INFO - Iter [45200/160000] lr: 1.030e-06, eta: 1 day, 11:10:10, time: 1.101, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4465, decode.loss_mask: 0.5733, decode.loss_dice: 0.8956, decode.d0.loss_cls: 2.3442, decode.d0.loss_mask: 0.6208, decode.d0.loss_dice: 1.0383, decode.d1.loss_cls: 0.5606, decode.d1.loss_mask: 0.5978, decode.d1.loss_dice: 0.9544, decode.d2.loss_cls: 0.5044, decode.d2.loss_mask: 0.5862, decode.d2.loss_dice: 0.9163, decode.d3.loss_cls: 0.4734, decode.d3.loss_mask: 0.5748, decode.d3.loss_dice: 0.8998, decode.d4.loss_cls: 0.4655, decode.d4.loss_mask: 0.5737, decode.d4.loss_dice: 0.8980, decode.d5.loss_cls: 0.4570, decode.d5.loss_mask: 0.5740, decode.d5.loss_dice: 0.8975, decode.d6.loss_cls: 0.4575, decode.d6.loss_mask: 0.5716, decode.d6.loss_dice: 0.8904, decode.d7.loss_cls: 0.4574, decode.d7.loss_mask: 0.5728, decode.d7.loss_dice: 0.8917, decode.d8.loss_cls: 0.4461, decode.d8.loss_mask: 0.5730, decode.d8.loss_dice: 0.8901, loss: 21.6028 2022-04-26 14:29:11,891 - mmseg - INFO - Iter [45250/160000] lr: 1.030e-06, eta: 1 day, 11:09:13, time: 1.094, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4605, decode.loss_mask: 0.5977, decode.loss_dice: 0.8586, decode.d0.loss_cls: 2.3037, decode.d0.loss_mask: 0.6457, decode.d0.loss_dice: 0.9908, decode.d1.loss_cls: 0.5508, decode.d1.loss_mask: 0.6218, decode.d1.loss_dice: 0.9202, decode.d2.loss_cls: 0.5005, decode.d2.loss_mask: 0.6092, decode.d2.loss_dice: 0.8832, decode.d3.loss_cls: 0.4713, decode.d3.loss_mask: 0.5981, decode.d3.loss_dice: 0.8634, decode.d4.loss_cls: 0.4746, decode.d4.loss_mask: 0.5981, decode.d4.loss_dice: 0.8645, decode.d5.loss_cls: 0.4599, decode.d5.loss_mask: 0.5994, decode.d5.loss_dice: 0.8639, decode.d6.loss_cls: 0.4556, decode.d6.loss_mask: 0.5993, decode.d6.loss_dice: 0.8585, decode.d7.loss_cls: 0.4562, decode.d7.loss_mask: 0.6007, decode.d7.loss_dice: 0.8616, decode.d8.loss_cls: 0.4517, decode.d8.loss_mask: 0.5993, decode.d8.loss_dice: 0.8600, loss: 21.4786 2022-04-26 14:30:06,674 - mmseg - INFO - Iter [45300/160000] lr: 1.029e-06, eta: 1 day, 11:08:17, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4634, decode.loss_mask: 0.5887, decode.loss_dice: 0.8746, decode.d0.loss_cls: 2.3454, decode.d0.loss_mask: 0.6385, decode.d0.loss_dice: 1.0295, decode.d1.loss_cls: 0.5726, decode.d1.loss_mask: 0.6138, decode.d1.loss_dice: 0.9317, decode.d2.loss_cls: 0.5039, decode.d2.loss_mask: 0.5993, decode.d2.loss_dice: 0.9078, decode.d3.loss_cls: 0.4873, decode.d3.loss_mask: 0.5910, decode.d3.loss_dice: 0.8847, decode.d4.loss_cls: 0.4679, decode.d4.loss_mask: 0.5925, decode.d4.loss_dice: 0.8867, decode.d5.loss_cls: 0.4582, decode.d5.loss_mask: 0.5926, decode.d5.loss_dice: 0.8862, decode.d6.loss_cls: 0.4651, decode.d6.loss_mask: 0.5906, decode.d6.loss_dice: 0.8753, decode.d7.loss_cls: 0.4593, decode.d7.loss_mask: 0.5901, decode.d7.loss_dice: 0.8786, decode.d8.loss_cls: 0.4652, decode.d8.loss_mask: 0.5896, decode.d8.loss_dice: 0.8788, loss: 21.7092 2022-04-26 14:31:01,626 - mmseg - INFO - Iter [45350/160000] lr: 1.029e-06, eta: 1 day, 11:07:22, time: 1.099, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4511, decode.loss_mask: 0.5981, decode.loss_dice: 0.9031, decode.d0.loss_cls: 2.3435, decode.d0.loss_mask: 0.6400, decode.d0.loss_dice: 1.0511, decode.d1.loss_cls: 0.5815, decode.d1.loss_mask: 0.6157, decode.d1.loss_dice: 0.9612, decode.d2.loss_cls: 0.5083, decode.d2.loss_mask: 0.6045, decode.d2.loss_dice: 0.9354, decode.d3.loss_cls: 0.4863, decode.d3.loss_mask: 0.5987, decode.d3.loss_dice: 0.9132, decode.d4.loss_cls: 0.4740, decode.d4.loss_mask: 0.5989, decode.d4.loss_dice: 0.9129, decode.d5.loss_cls: 0.4561, decode.d5.loss_mask: 0.5976, decode.d5.loss_dice: 0.9134, decode.d6.loss_cls: 0.4580, decode.d6.loss_mask: 0.5963, decode.d6.loss_dice: 0.9012, decode.d7.loss_cls: 0.4513, decode.d7.loss_mask: 0.5971, decode.d7.loss_dice: 0.9053, decode.d8.loss_cls: 0.4513, decode.d8.loss_mask: 0.5988, decode.d8.loss_dice: 0.9047, loss: 22.0084 2022-04-26 14:31:55,623 - mmseg - INFO - Iter [45400/160000] lr: 1.028e-06, eta: 1 day, 11:06:24, time: 1.080, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4760, decode.loss_mask: 0.5880, decode.loss_dice: 0.8897, decode.d0.loss_cls: 2.3792, decode.d0.loss_mask: 0.6398, decode.d0.loss_dice: 1.0426, decode.d1.loss_cls: 0.5853, decode.d1.loss_mask: 0.6108, decode.d1.loss_dice: 0.9491, decode.d2.loss_cls: 0.5286, decode.d2.loss_mask: 0.5974, decode.d2.loss_dice: 0.9119, decode.d3.loss_cls: 0.5044, decode.d3.loss_mask: 0.5933, decode.d3.loss_dice: 0.8925, decode.d4.loss_cls: 0.4953, decode.d4.loss_mask: 0.5891, decode.d4.loss_dice: 0.8941, decode.d5.loss_cls: 0.4804, decode.d5.loss_mask: 0.5936, decode.d5.loss_dice: 0.8925, decode.d6.loss_cls: 0.4871, decode.d6.loss_mask: 0.5866, decode.d6.loss_dice: 0.8832, decode.d7.loss_cls: 0.4789, decode.d7.loss_mask: 0.5873, decode.d7.loss_dice: 0.8855, decode.d8.loss_cls: 0.4771, decode.d8.loss_mask: 0.5872, decode.d8.loss_dice: 0.8832, loss: 21.9897 2022-04-26 14:32:49,872 - mmseg - INFO - Iter [45450/160000] lr: 1.028e-06, eta: 1 day, 11:05:26, time: 1.085, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4689, decode.loss_mask: 0.5973, decode.loss_dice: 0.8797, decode.d0.loss_cls: 2.3525, decode.d0.loss_mask: 0.6428, decode.d0.loss_dice: 1.0254, decode.d1.loss_cls: 0.5763, decode.d1.loss_mask: 0.6173, decode.d1.loss_dice: 0.9354, decode.d2.loss_cls: 0.5189, decode.d2.loss_mask: 0.6069, decode.d2.loss_dice: 0.9115, decode.d3.loss_cls: 0.4911, decode.d3.loss_mask: 0.6048, decode.d3.loss_dice: 0.8914, decode.d4.loss_cls: 0.4784, decode.d4.loss_mask: 0.6019, decode.d4.loss_dice: 0.8965, decode.d5.loss_cls: 0.4770, decode.d5.loss_mask: 0.6019, decode.d5.loss_dice: 0.8918, decode.d6.loss_cls: 0.4694, decode.d6.loss_mask: 0.5974, decode.d6.loss_dice: 0.8830, decode.d7.loss_cls: 0.4711, decode.d7.loss_mask: 0.5992, decode.d7.loss_dice: 0.8833, decode.d8.loss_cls: 0.4652, decode.d8.loss_mask: 0.5983, decode.d8.loss_dice: 0.8796, loss: 21.9142 2022-04-26 14:33:47,111 - mmseg - INFO - Iter [45500/160000] lr: 1.028e-06, eta: 1 day, 11:04:36, time: 1.145, data_time: 0.065, memory: 64049, decode.loss_cls: 0.4314, decode.loss_mask: 0.5812, decode.loss_dice: 0.9013, decode.d0.loss_cls: 2.3865, decode.d0.loss_mask: 0.6185, decode.d0.loss_dice: 1.0308, decode.d1.loss_cls: 0.5541, decode.d1.loss_mask: 0.5947, decode.d1.loss_dice: 0.9447, decode.d2.loss_cls: 0.4852, decode.d2.loss_mask: 0.5858, decode.d2.loss_dice: 0.9193, decode.d3.loss_cls: 0.4564, decode.d3.loss_mask: 0.5802, decode.d3.loss_dice: 0.8996, decode.d4.loss_cls: 0.4488, decode.d4.loss_mask: 0.5801, decode.d4.loss_dice: 0.9070, decode.d5.loss_cls: 0.4414, decode.d5.loss_mask: 0.5809, decode.d5.loss_dice: 0.9102, decode.d6.loss_cls: 0.4285, decode.d6.loss_mask: 0.5811, decode.d6.loss_dice: 0.9030, decode.d7.loss_cls: 0.4290, decode.d7.loss_mask: 0.5804, decode.d7.loss_dice: 0.9059, decode.d8.loss_cls: 0.4325, decode.d8.loss_mask: 0.5798, decode.d8.loss_dice: 0.9020, loss: 21.5800 2022-04-26 14:34:40,896 - mmseg - INFO - Iter [45550/160000] lr: 1.027e-06, eta: 1 day, 11:03:38, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4424, decode.loss_mask: 0.5903, decode.loss_dice: 0.8870, decode.d0.loss_cls: 2.3306, decode.d0.loss_mask: 0.6306, decode.d0.loss_dice: 1.0287, decode.d1.loss_cls: 0.5404, decode.d1.loss_mask: 0.6136, decode.d1.loss_dice: 0.9520, decode.d2.loss_cls: 0.4936, decode.d2.loss_mask: 0.5996, decode.d2.loss_dice: 0.9202, decode.d3.loss_cls: 0.4712, decode.d3.loss_mask: 0.5939, decode.d3.loss_dice: 0.8937, decode.d4.loss_cls: 0.4655, decode.d4.loss_mask: 0.5897, decode.d4.loss_dice: 0.8953, decode.d5.loss_cls: 0.4554, decode.d5.loss_mask: 0.5880, decode.d5.loss_dice: 0.8885, decode.d6.loss_cls: 0.4559, decode.d6.loss_mask: 0.5899, decode.d6.loss_dice: 0.8837, decode.d7.loss_cls: 0.4466, decode.d7.loss_mask: 0.5903, decode.d7.loss_dice: 0.8920, decode.d8.loss_cls: 0.4434, decode.d8.loss_mask: 0.5920, decode.d8.loss_dice: 0.8935, loss: 21.6575 2022-04-26 14:35:35,273 - mmseg - INFO - Iter [45600/160000] lr: 1.027e-06, eta: 1 day, 11:02:41, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4423, decode.loss_mask: 0.5860, decode.loss_dice: 0.8969, decode.d0.loss_cls: 2.3122, decode.d0.loss_mask: 0.6251, decode.d0.loss_dice: 1.0284, decode.d1.loss_cls: 0.5525, decode.d1.loss_mask: 0.6127, decode.d1.loss_dice: 0.9486, decode.d2.loss_cls: 0.4841, decode.d2.loss_mask: 0.5968, decode.d2.loss_dice: 0.9204, decode.d3.loss_cls: 0.4625, decode.d3.loss_mask: 0.5954, decode.d3.loss_dice: 0.9021, decode.d4.loss_cls: 0.4598, decode.d4.loss_mask: 0.5891, decode.d4.loss_dice: 0.9014, decode.d5.loss_cls: 0.4511, decode.d5.loss_mask: 0.5899, decode.d5.loss_dice: 0.9013, decode.d6.loss_cls: 0.4520, decode.d6.loss_mask: 0.5865, decode.d6.loss_dice: 0.8892, decode.d7.loss_cls: 0.4470, decode.d7.loss_mask: 0.5862, decode.d7.loss_dice: 0.8894, decode.d8.loss_cls: 0.4492, decode.d8.loss_mask: 0.5851, decode.d8.loss_dice: 0.8896, loss: 21.6330 2022-04-26 14:36:30,228 - mmseg - INFO - Iter [45650/160000] lr: 1.026e-06, eta: 1 day, 11:01:45, time: 1.099, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4627, decode.loss_mask: 0.5982, decode.loss_dice: 0.9128, decode.d0.loss_cls: 2.3421, decode.d0.loss_mask: 0.6484, decode.d0.loss_dice: 1.0798, decode.d1.loss_cls: 0.5910, decode.d1.loss_mask: 0.6223, decode.d1.loss_dice: 0.9831, decode.d2.loss_cls: 0.5205, decode.d2.loss_mask: 0.6093, decode.d2.loss_dice: 0.9475, decode.d3.loss_cls: 0.4936, decode.d3.loss_mask: 0.6030, decode.d3.loss_dice: 0.9198, decode.d4.loss_cls: 0.4878, decode.d4.loss_mask: 0.6021, decode.d4.loss_dice: 0.9192, decode.d5.loss_cls: 0.4783, decode.d5.loss_mask: 0.5973, decode.d5.loss_dice: 0.9245, decode.d6.loss_cls: 0.4663, decode.d6.loss_mask: 0.5995, decode.d6.loss_dice: 0.9099, decode.d7.loss_cls: 0.4728, decode.d7.loss_mask: 0.5998, decode.d7.loss_dice: 0.9114, decode.d8.loss_cls: 0.4607, decode.d8.loss_mask: 0.5993, decode.d8.loss_dice: 0.9171, loss: 22.2801 2022-04-26 14:37:24,364 - mmseg - INFO - Iter [45700/160000] lr: 1.026e-06, eta: 1 day, 11:00:47, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4271, decode.loss_mask: 0.5892, decode.loss_dice: 0.8504, decode.d0.loss_cls: 2.2914, decode.d0.loss_mask: 0.6382, decode.d0.loss_dice: 1.0082, decode.d1.loss_cls: 0.5468, decode.d1.loss_mask: 0.6098, decode.d1.loss_dice: 0.9131, decode.d2.loss_cls: 0.4823, decode.d2.loss_mask: 0.5949, decode.d2.loss_dice: 0.8824, decode.d3.loss_cls: 0.4539, decode.d3.loss_mask: 0.5930, decode.d3.loss_dice: 0.8606, decode.d4.loss_cls: 0.4452, decode.d4.loss_mask: 0.5901, decode.d4.loss_dice: 0.8639, decode.d5.loss_cls: 0.4388, decode.d5.loss_mask: 0.5883, decode.d5.loss_dice: 0.8584, decode.d6.loss_cls: 0.4305, decode.d6.loss_mask: 0.5871, decode.d6.loss_dice: 0.8547, decode.d7.loss_cls: 0.4307, decode.d7.loss_mask: 0.5874, decode.d7.loss_dice: 0.8578, decode.d8.loss_cls: 0.4277, decode.d8.loss_mask: 0.5874, decode.d8.loss_dice: 0.8569, loss: 21.1460 2022-04-26 14:38:18,386 - mmseg - INFO - Iter [45750/160000] lr: 1.025e-06, eta: 1 day, 10:59:49, time: 1.081, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4320, decode.loss_mask: 0.5821, decode.loss_dice: 0.8714, decode.d0.loss_cls: 2.2349, decode.d0.loss_mask: 0.6253, decode.d0.loss_dice: 1.0155, decode.d1.loss_cls: 0.5250, decode.d1.loss_mask: 0.6023, decode.d1.loss_dice: 0.9249, decode.d2.loss_cls: 0.4708, decode.d2.loss_mask: 0.5902, decode.d2.loss_dice: 0.8928, decode.d3.loss_cls: 0.4505, decode.d3.loss_mask: 0.5841, decode.d3.loss_dice: 0.8793, decode.d4.loss_cls: 0.4447, decode.d4.loss_mask: 0.5820, decode.d4.loss_dice: 0.8780, decode.d5.loss_cls: 0.4406, decode.d5.loss_mask: 0.5827, decode.d5.loss_dice: 0.8731, decode.d6.loss_cls: 0.4358, decode.d6.loss_mask: 0.5823, decode.d6.loss_dice: 0.8701, decode.d7.loss_cls: 0.4321, decode.d7.loss_mask: 0.5821, decode.d7.loss_dice: 0.8698, decode.d8.loss_cls: 0.4334, decode.d8.loss_mask: 0.5819, decode.d8.loss_dice: 0.8703, loss: 21.1400 2022-04-26 14:39:12,543 - mmseg - INFO - Iter [45800/160000] lr: 1.025e-06, eta: 1 day, 10:58:52, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4462, decode.loss_mask: 0.5565, decode.loss_dice: 0.8720, decode.d0.loss_cls: 2.3524, decode.d0.loss_mask: 0.5943, decode.d0.loss_dice: 1.0261, decode.d1.loss_cls: 0.5599, decode.d1.loss_mask: 0.5752, decode.d1.loss_dice: 0.9331, decode.d2.loss_cls: 0.5066, decode.d2.loss_mask: 0.5593, decode.d2.loss_dice: 0.8925, decode.d3.loss_cls: 0.4725, decode.d3.loss_mask: 0.5569, decode.d3.loss_dice: 0.8788, decode.d4.loss_cls: 0.4595, decode.d4.loss_mask: 0.5579, decode.d4.loss_dice: 0.8768, decode.d5.loss_cls: 0.4505, decode.d5.loss_mask: 0.5596, decode.d5.loss_dice: 0.8772, decode.d6.loss_cls: 0.4498, decode.d6.loss_mask: 0.5569, decode.d6.loss_dice: 0.8707, decode.d7.loss_cls: 0.4371, decode.d7.loss_mask: 0.5584, decode.d7.loss_dice: 0.8782, decode.d8.loss_cls: 0.4467, decode.d8.loss_mask: 0.5568, decode.d8.loss_dice: 0.8710, loss: 21.1894 2022-04-26 14:40:07,135 - mmseg - INFO - Iter [45850/160000] lr: 1.024e-06, eta: 1 day, 10:57:55, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4591, decode.loss_mask: 0.6018, decode.loss_dice: 0.8775, decode.d0.loss_cls: 2.3199, decode.d0.loss_mask: 0.6489, decode.d0.loss_dice: 1.0129, decode.d1.loss_cls: 0.5581, decode.d1.loss_mask: 0.6255, decode.d1.loss_dice: 0.9328, decode.d2.loss_cls: 0.5144, decode.d2.loss_mask: 0.6122, decode.d2.loss_dice: 0.9014, decode.d3.loss_cls: 0.4863, decode.d3.loss_mask: 0.6015, decode.d3.loss_dice: 0.8838, decode.d4.loss_cls: 0.4740, decode.d4.loss_mask: 0.5999, decode.d4.loss_dice: 0.8862, decode.d5.loss_cls: 0.4762, decode.d5.loss_mask: 0.5997, decode.d5.loss_dice: 0.8788, decode.d6.loss_cls: 0.4700, decode.d6.loss_mask: 0.5995, decode.d6.loss_dice: 0.8722, decode.d7.loss_cls: 0.4618, decode.d7.loss_mask: 0.6015, decode.d7.loss_dice: 0.8856, decode.d8.loss_cls: 0.4639, decode.d8.loss_mask: 0.6012, decode.d8.loss_dice: 0.8750, loss: 21.7817 2022-04-26 14:41:01,126 - mmseg - INFO - Iter [45900/160000] lr: 1.024e-06, eta: 1 day, 10:56:57, time: 1.080, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4456, decode.loss_mask: 0.5811, decode.loss_dice: 0.8951, decode.d0.loss_cls: 2.3697, decode.d0.loss_mask: 0.6274, decode.d0.loss_dice: 1.0301, decode.d1.loss_cls: 0.5464, decode.d1.loss_mask: 0.6039, decode.d1.loss_dice: 0.9559, decode.d2.loss_cls: 0.4906, decode.d2.loss_mask: 0.5904, decode.d2.loss_dice: 0.9293, decode.d3.loss_cls: 0.4661, decode.d3.loss_mask: 0.5838, decode.d3.loss_dice: 0.9058, decode.d4.loss_cls: 0.4564, decode.d4.loss_mask: 0.5840, decode.d4.loss_dice: 0.9015, decode.d5.loss_cls: 0.4584, decode.d5.loss_mask: 0.5826, decode.d5.loss_dice: 0.9010, decode.d6.loss_cls: 0.4505, decode.d6.loss_mask: 0.5804, decode.d6.loss_dice: 0.8951, decode.d7.loss_cls: 0.4393, decode.d7.loss_mask: 0.5813, decode.d7.loss_dice: 0.8959, decode.d8.loss_cls: 0.4439, decode.d8.loss_mask: 0.5817, decode.d8.loss_dice: 0.8931, loss: 21.6661 2022-04-26 14:41:56,422 - mmseg - INFO - Iter [45950/160000] lr: 1.023e-06, eta: 1 day, 10:56:03, time: 1.106, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4330, decode.loss_mask: 0.5855, decode.loss_dice: 0.8919, decode.d0.loss_cls: 2.3194, decode.d0.loss_mask: 0.6286, decode.d0.loss_dice: 1.0291, decode.d1.loss_cls: 0.5402, decode.d1.loss_mask: 0.6049, decode.d1.loss_dice: 0.9486, decode.d2.loss_cls: 0.4889, decode.d2.loss_mask: 0.5918, decode.d2.loss_dice: 0.9160, decode.d3.loss_cls: 0.4629, decode.d3.loss_mask: 0.5850, decode.d3.loss_dice: 0.8963, decode.d4.loss_cls: 0.4447, decode.d4.loss_mask: 0.5862, decode.d4.loss_dice: 0.9025, decode.d5.loss_cls: 0.4397, decode.d5.loss_mask: 0.5891, decode.d5.loss_dice: 0.8983, decode.d6.loss_cls: 0.4406, decode.d6.loss_mask: 0.5855, decode.d6.loss_dice: 0.8929, decode.d7.loss_cls: 0.4305, decode.d7.loss_mask: 0.5846, decode.d7.loss_dice: 0.8975, decode.d8.loss_cls: 0.4358, decode.d8.loss_mask: 0.5841, decode.d8.loss_dice: 0.8923, loss: 21.5264 2022-04-26 14:42:50,760 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 14:42:50,761 - mmseg - INFO - Iter [46000/160000] lr: 1.023e-06, eta: 1 day, 10:55:06, time: 1.087, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4628, decode.loss_mask: 0.5701, decode.loss_dice: 0.8688, decode.d0.loss_cls: 2.3765, decode.d0.loss_mask: 0.6133, decode.d0.loss_dice: 1.0189, decode.d1.loss_cls: 0.5811, decode.d1.loss_mask: 0.5942, decode.d1.loss_dice: 0.9345, decode.d2.loss_cls: 0.5274, decode.d2.loss_mask: 0.5791, decode.d2.loss_dice: 0.9036, decode.d3.loss_cls: 0.5000, decode.d3.loss_mask: 0.5688, decode.d3.loss_dice: 0.8796, decode.d4.loss_cls: 0.4780, decode.d4.loss_mask: 0.5680, decode.d4.loss_dice: 0.8832, decode.d5.loss_cls: 0.4791, decode.d5.loss_mask: 0.5660, decode.d5.loss_dice: 0.8796, decode.d6.loss_cls: 0.4683, decode.d6.loss_mask: 0.5673, decode.d6.loss_dice: 0.8720, decode.d7.loss_cls: 0.4690, decode.d7.loss_mask: 0.5685, decode.d7.loss_dice: 0.8735, decode.d8.loss_cls: 0.4675, decode.d8.loss_mask: 0.5669, decode.d8.loss_dice: 0.8671, loss: 21.5524 2022-04-26 14:43:45,150 - mmseg - INFO - Iter [46050/160000] lr: 1.023e-06, eta: 1 day, 10:54:09, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4502, decode.loss_mask: 0.5570, decode.loss_dice: 0.8641, decode.d0.loss_cls: 2.3484, decode.d0.loss_mask: 0.6013, decode.d0.loss_dice: 1.0019, decode.d1.loss_cls: 0.5595, decode.d1.loss_mask: 0.5808, decode.d1.loss_dice: 0.9155, decode.d2.loss_cls: 0.4999, decode.d2.loss_mask: 0.5685, decode.d2.loss_dice: 0.8902, decode.d3.loss_cls: 0.4745, decode.d3.loss_mask: 0.5624, decode.d3.loss_dice: 0.8688, decode.d4.loss_cls: 0.4672, decode.d4.loss_mask: 0.5614, decode.d4.loss_dice: 0.8729, decode.d5.loss_cls: 0.4547, decode.d5.loss_mask: 0.5590, decode.d5.loss_dice: 0.8691, decode.d6.loss_cls: 0.4519, decode.d6.loss_mask: 0.5603, decode.d6.loss_dice: 0.8608, decode.d7.loss_cls: 0.4461, decode.d7.loss_mask: 0.5608, decode.d7.loss_dice: 0.8656, decode.d8.loss_cls: 0.4438, decode.d8.loss_mask: 0.5601, decode.d8.loss_dice: 0.8690, loss: 21.1458 2022-04-26 14:44:39,941 - mmseg - INFO - Iter [46100/160000] lr: 1.022e-06, eta: 1 day, 10:53:13, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4319, decode.loss_mask: 0.5895, decode.loss_dice: 0.8945, decode.d0.loss_cls: 2.3527, decode.d0.loss_mask: 0.6336, decode.d0.loss_dice: 1.0385, decode.d1.loss_cls: 0.5449, decode.d1.loss_mask: 0.6056, decode.d1.loss_dice: 0.9505, decode.d2.loss_cls: 0.4737, decode.d2.loss_mask: 0.5983, decode.d2.loss_dice: 0.9155, decode.d3.loss_cls: 0.4583, decode.d3.loss_mask: 0.5908, decode.d3.loss_dice: 0.9017, decode.d4.loss_cls: 0.4456, decode.d4.loss_mask: 0.5895, decode.d4.loss_dice: 0.8989, decode.d5.loss_cls: 0.4403, decode.d5.loss_mask: 0.5904, decode.d5.loss_dice: 0.9017, decode.d6.loss_cls: 0.4396, decode.d6.loss_mask: 0.5879, decode.d6.loss_dice: 0.8931, decode.d7.loss_cls: 0.4295, decode.d7.loss_mask: 0.5889, decode.d7.loss_dice: 0.8917, decode.d8.loss_cls: 0.4337, decode.d8.loss_mask: 0.5893, decode.d8.loss_dice: 0.8911, loss: 21.5914 2022-04-26 14:45:34,178 - mmseg - INFO - Iter [46150/160000] lr: 1.022e-06, eta: 1 day, 10:52:15, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4632, decode.loss_mask: 0.5760, decode.loss_dice: 0.8990, decode.d0.loss_cls: 2.3360, decode.d0.loss_mask: 0.6191, decode.d0.loss_dice: 1.0501, decode.d1.loss_cls: 0.5848, decode.d1.loss_mask: 0.6006, decode.d1.loss_dice: 0.9536, decode.d2.loss_cls: 0.5128, decode.d2.loss_mask: 0.5859, decode.d2.loss_dice: 0.9237, decode.d3.loss_cls: 0.4835, decode.d3.loss_mask: 0.5823, decode.d3.loss_dice: 0.9021, decode.d4.loss_cls: 0.4647, decode.d4.loss_mask: 0.5818, decode.d4.loss_dice: 0.9046, decode.d5.loss_cls: 0.4686, decode.d5.loss_mask: 0.5805, decode.d5.loss_dice: 0.9047, decode.d6.loss_cls: 0.4573, decode.d6.loss_mask: 0.5785, decode.d6.loss_dice: 0.8979, decode.d7.loss_cls: 0.4510, decode.d7.loss_mask: 0.5771, decode.d7.loss_dice: 0.9072, decode.d8.loss_cls: 0.4545, decode.d8.loss_mask: 0.5764, decode.d8.loss_dice: 0.9010, loss: 21.7785 2022-04-26 14:46:29,205 - mmseg - INFO - Iter [46200/160000] lr: 1.021e-06, eta: 1 day, 10:51:20, time: 1.101, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4858, decode.loss_mask: 0.5748, decode.loss_dice: 0.8993, decode.d0.loss_cls: 2.3350, decode.d0.loss_mask: 0.6286, decode.d0.loss_dice: 1.0579, decode.d1.loss_cls: 0.5950, decode.d1.loss_mask: 0.6038, decode.d1.loss_dice: 0.9637, decode.d2.loss_cls: 0.5427, decode.d2.loss_mask: 0.5851, decode.d2.loss_dice: 0.9241, decode.d3.loss_cls: 0.5139, decode.d3.loss_mask: 0.5774, decode.d3.loss_dice: 0.9101, decode.d4.loss_cls: 0.5020, decode.d4.loss_mask: 0.5764, decode.d4.loss_dice: 0.9067, decode.d5.loss_cls: 0.4957, decode.d5.loss_mask: 0.5798, decode.d5.loss_dice: 0.9028, decode.d6.loss_cls: 0.4900, decode.d6.loss_mask: 0.5752, decode.d6.loss_dice: 0.9012, decode.d7.loss_cls: 0.4863, decode.d7.loss_mask: 0.5728, decode.d7.loss_dice: 0.9036, decode.d8.loss_cls: 0.4869, decode.d8.loss_mask: 0.5788, decode.d8.loss_dice: 0.9043, loss: 22.0597 2022-04-26 14:47:23,811 - mmseg - INFO - Iter [46250/160000] lr: 1.021e-06, eta: 1 day, 10:50:23, time: 1.092, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4753, decode.loss_mask: 0.6050, decode.loss_dice: 0.8942, decode.d0.loss_cls: 2.3844, decode.d0.loss_mask: 0.6651, decode.d0.loss_dice: 1.0527, decode.d1.loss_cls: 0.6012, decode.d1.loss_mask: 0.6296, decode.d1.loss_dice: 0.9630, decode.d2.loss_cls: 0.5425, decode.d2.loss_mask: 0.6138, decode.d2.loss_dice: 0.9321, decode.d3.loss_cls: 0.5024, decode.d3.loss_mask: 0.6107, decode.d3.loss_dice: 0.9079, decode.d4.loss_cls: 0.4894, decode.d4.loss_mask: 0.6073, decode.d4.loss_dice: 0.9112, decode.d5.loss_cls: 0.4805, decode.d5.loss_mask: 0.6114, decode.d5.loss_dice: 0.9073, decode.d6.loss_cls: 0.4737, decode.d6.loss_mask: 0.6052, decode.d6.loss_dice: 0.9019, decode.d7.loss_cls: 0.4699, decode.d7.loss_mask: 0.6080, decode.d7.loss_dice: 0.8989, decode.d8.loss_cls: 0.4773, decode.d8.loss_mask: 0.6059, decode.d8.loss_dice: 0.8970, loss: 22.3251 2022-04-26 14:48:18,485 - mmseg - INFO - Iter [46300/160000] lr: 1.020e-06, eta: 1 day, 10:49:27, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4393, decode.loss_mask: 0.5793, decode.loss_dice: 0.8625, decode.d0.loss_cls: 2.3374, decode.d0.loss_mask: 0.6340, decode.d0.loss_dice: 1.0007, decode.d1.loss_cls: 0.5553, decode.d1.loss_mask: 0.6031, decode.d1.loss_dice: 0.9223, decode.d2.loss_cls: 0.4950, decode.d2.loss_mask: 0.5919, decode.d2.loss_dice: 0.8860, decode.d3.loss_cls: 0.4733, decode.d3.loss_mask: 0.5781, decode.d3.loss_dice: 0.8698, decode.d4.loss_cls: 0.4589, decode.d4.loss_mask: 0.5797, decode.d4.loss_dice: 0.8656, decode.d5.loss_cls: 0.4485, decode.d5.loss_mask: 0.5785, decode.d5.loss_dice: 0.8629, decode.d6.loss_cls: 0.4469, decode.d6.loss_mask: 0.5790, decode.d6.loss_dice: 0.8653, decode.d7.loss_cls: 0.4433, decode.d7.loss_mask: 0.5745, decode.d7.loss_dice: 0.8635, decode.d8.loss_cls: 0.4420, decode.d8.loss_mask: 0.5747, decode.d8.loss_dice: 0.8593, loss: 21.2707 2022-04-26 14:49:13,650 - mmseg - INFO - Iter [46350/160000] lr: 1.020e-06, eta: 1 day, 10:48:32, time: 1.103, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4190, decode.loss_mask: 0.5715, decode.loss_dice: 0.8691, decode.d0.loss_cls: 2.3123, decode.d0.loss_mask: 0.6134, decode.d0.loss_dice: 1.0165, decode.d1.loss_cls: 0.5220, decode.d1.loss_mask: 0.5912, decode.d1.loss_dice: 0.9325, decode.d2.loss_cls: 0.4638, decode.d2.loss_mask: 0.5800, decode.d2.loss_dice: 0.9028, decode.d3.loss_cls: 0.4456, decode.d3.loss_mask: 0.5738, decode.d3.loss_dice: 0.8775, decode.d4.loss_cls: 0.4262, decode.d4.loss_mask: 0.5747, decode.d4.loss_dice: 0.8758, decode.d5.loss_cls: 0.4200, decode.d5.loss_mask: 0.5732, decode.d5.loss_dice: 0.8808, decode.d6.loss_cls: 0.4165, decode.d6.loss_mask: 0.5720, decode.d6.loss_dice: 0.8727, decode.d7.loss_cls: 0.4095, decode.d7.loss_mask: 0.5734, decode.d7.loss_dice: 0.8768, decode.d8.loss_cls: 0.4147, decode.d8.loss_mask: 0.5704, decode.d8.loss_dice: 0.8747, loss: 21.0223 2022-04-26 14:50:07,615 - mmseg - INFO - Iter [46400/160000] lr: 1.019e-06, eta: 1 day, 10:47:34, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4670, decode.loss_mask: 0.5884, decode.loss_dice: 0.8901, decode.d0.loss_cls: 2.3535, decode.d0.loss_mask: 0.6379, decode.d0.loss_dice: 1.0505, decode.d1.loss_cls: 0.5821, decode.d1.loss_mask: 0.6116, decode.d1.loss_dice: 0.9559, decode.d2.loss_cls: 0.5163, decode.d2.loss_mask: 0.6002, decode.d2.loss_dice: 0.9207, decode.d3.loss_cls: 0.4895, decode.d3.loss_mask: 0.5911, decode.d3.loss_dice: 0.9011, decode.d4.loss_cls: 0.4759, decode.d4.loss_mask: 0.5927, decode.d4.loss_dice: 0.8995, decode.d5.loss_cls: 0.4697, decode.d5.loss_mask: 0.5880, decode.d5.loss_dice: 0.9034, decode.d6.loss_cls: 0.4679, decode.d6.loss_mask: 0.5904, decode.d6.loss_dice: 0.8941, decode.d7.loss_cls: 0.4651, decode.d7.loss_mask: 0.5909, decode.d7.loss_dice: 0.8913, decode.d8.loss_cls: 0.4637, decode.d8.loss_mask: 0.5899, decode.d8.loss_dice: 0.8929, loss: 21.9315 2022-04-26 14:51:02,012 - mmseg - INFO - Iter [46450/160000] lr: 1.019e-06, eta: 1 day, 10:46:37, time: 1.088, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4349, decode.loss_mask: 0.5656, decode.loss_dice: 0.8869, decode.d0.loss_cls: 2.2803, decode.d0.loss_mask: 0.6091, decode.d0.loss_dice: 1.0235, decode.d1.loss_cls: 0.5411, decode.d1.loss_mask: 0.5855, decode.d1.loss_dice: 0.9403, decode.d2.loss_cls: 0.4945, decode.d2.loss_mask: 0.5765, decode.d2.loss_dice: 0.9021, decode.d3.loss_cls: 0.4614, decode.d3.loss_mask: 0.5710, decode.d3.loss_dice: 0.8936, decode.d4.loss_cls: 0.4563, decode.d4.loss_mask: 0.5704, decode.d4.loss_dice: 0.8873, decode.d5.loss_cls: 0.4430, decode.d5.loss_mask: 0.5677, decode.d5.loss_dice: 0.8850, decode.d6.loss_cls: 0.4425, decode.d6.loss_mask: 0.5665, decode.d6.loss_dice: 0.8784, decode.d7.loss_cls: 0.4371, decode.d7.loss_mask: 0.5671, decode.d7.loss_dice: 0.8865, decode.d8.loss_cls: 0.4382, decode.d8.loss_mask: 0.5645, decode.d8.loss_dice: 0.8857, loss: 21.2426 2022-04-26 14:51:55,984 - mmseg - INFO - Iter [46500/160000] lr: 1.019e-06, eta: 1 day, 10:45:39, time: 1.079, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4552, decode.loss_mask: 0.5836, decode.loss_dice: 0.8747, decode.d0.loss_cls: 2.3522, decode.d0.loss_mask: 0.6286, decode.d0.loss_dice: 1.0119, decode.d1.loss_cls: 0.5611, decode.d1.loss_mask: 0.6064, decode.d1.loss_dice: 0.9363, decode.d2.loss_cls: 0.4982, decode.d2.loss_mask: 0.5933, decode.d2.loss_dice: 0.9041, decode.d3.loss_cls: 0.4718, decode.d3.loss_mask: 0.5832, decode.d3.loss_dice: 0.8855, decode.d4.loss_cls: 0.4545, decode.d4.loss_mask: 0.5865, decode.d4.loss_dice: 0.8864, decode.d5.loss_cls: 0.4621, decode.d5.loss_mask: 0.5842, decode.d5.loss_dice: 0.8755, decode.d6.loss_cls: 0.4559, decode.d6.loss_mask: 0.5830, decode.d6.loss_dice: 0.8758, decode.d7.loss_cls: 0.4568, decode.d7.loss_mask: 0.5822, decode.d7.loss_dice: 0.8754, decode.d8.loss_cls: 0.4495, decode.d8.loss_mask: 0.5840, decode.d8.loss_dice: 0.8736, loss: 21.5317 2022-04-26 14:52:49,701 - mmseg - INFO - Iter [46550/160000] lr: 1.018e-06, eta: 1 day, 10:44:41, time: 1.074, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4707, decode.loss_mask: 0.5797, decode.loss_dice: 0.8870, decode.d0.loss_cls: 2.3124, decode.d0.loss_mask: 0.6270, decode.d0.loss_dice: 1.0365, decode.d1.loss_cls: 0.5659, decode.d1.loss_mask: 0.6043, decode.d1.loss_dice: 0.9587, decode.d2.loss_cls: 0.5303, decode.d2.loss_mask: 0.5911, decode.d2.loss_dice: 0.9189, decode.d3.loss_cls: 0.5027, decode.d3.loss_mask: 0.5814, decode.d3.loss_dice: 0.8976, decode.d4.loss_cls: 0.4900, decode.d4.loss_mask: 0.5814, decode.d4.loss_dice: 0.8976, decode.d5.loss_cls: 0.4770, decode.d5.loss_mask: 0.5796, decode.d5.loss_dice: 0.8989, decode.d6.loss_cls: 0.4779, decode.d6.loss_mask: 0.5785, decode.d6.loss_dice: 0.8933, decode.d7.loss_cls: 0.4790, decode.d7.loss_mask: 0.5784, decode.d7.loss_dice: 0.8889, decode.d8.loss_cls: 0.4749, decode.d8.loss_mask: 0.5793, decode.d8.loss_dice: 0.8933, loss: 21.8323 2022-04-26 14:53:43,197 - mmseg - INFO - Iter [46600/160000] lr: 1.018e-06, eta: 1 day, 10:43:42, time: 1.070, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4877, decode.loss_mask: 0.5585, decode.loss_dice: 0.8859, decode.d0.loss_cls: 2.4077, decode.d0.loss_mask: 0.6017, decode.d0.loss_dice: 1.0378, decode.d1.loss_cls: 0.5894, decode.d1.loss_mask: 0.5747, decode.d1.loss_dice: 0.9381, decode.d2.loss_cls: 0.5382, decode.d2.loss_mask: 0.5696, decode.d2.loss_dice: 0.9146, decode.d3.loss_cls: 0.5078, decode.d3.loss_mask: 0.5611, decode.d3.loss_dice: 0.8933, decode.d4.loss_cls: 0.5022, decode.d4.loss_mask: 0.5604, decode.d4.loss_dice: 0.8873, decode.d5.loss_cls: 0.5023, decode.d5.loss_mask: 0.5572, decode.d5.loss_dice: 0.8899, decode.d6.loss_cls: 0.4848, decode.d6.loss_mask: 0.5595, decode.d6.loss_dice: 0.8843, decode.d7.loss_cls: 0.4849, decode.d7.loss_mask: 0.5592, decode.d7.loss_dice: 0.8818, decode.d8.loss_cls: 0.4807, decode.d8.loss_mask: 0.5588, decode.d8.loss_dice: 0.8906, loss: 21.7498 2022-04-26 14:54:36,653 - mmseg - INFO - Iter [46650/160000] lr: 1.017e-06, eta: 1 day, 10:42:42, time: 1.069, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4612, decode.loss_mask: 0.5962, decode.loss_dice: 0.9013, decode.d0.loss_cls: 2.2906, decode.d0.loss_mask: 0.6450, decode.d0.loss_dice: 1.0543, decode.d1.loss_cls: 0.5684, decode.d1.loss_mask: 0.6232, decode.d1.loss_dice: 0.9598, decode.d2.loss_cls: 0.5121, decode.d2.loss_mask: 0.6019, decode.d2.loss_dice: 0.9320, decode.d3.loss_cls: 0.4922, decode.d3.loss_mask: 0.5926, decode.d3.loss_dice: 0.9154, decode.d4.loss_cls: 0.4778, decode.d4.loss_mask: 0.5960, decode.d4.loss_dice: 0.9141, decode.d5.loss_cls: 0.4685, decode.d5.loss_mask: 0.5956, decode.d5.loss_dice: 0.9101, decode.d6.loss_cls: 0.4679, decode.d6.loss_mask: 0.5925, decode.d6.loss_dice: 0.9012, decode.d7.loss_cls: 0.4634, decode.d7.loss_mask: 0.5943, decode.d7.loss_dice: 0.9042, decode.d8.loss_cls: 0.4597, decode.d8.loss_mask: 0.5933, decode.d8.loss_dice: 0.9035, loss: 21.9881 2022-04-26 14:55:29,916 - mmseg - INFO - Iter [46700/160000] lr: 1.017e-06, eta: 1 day, 10:41:43, time: 1.065, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4525, decode.loss_mask: 0.5878, decode.loss_dice: 0.9060, decode.d0.loss_cls: 2.3553, decode.d0.loss_mask: 0.6354, decode.d0.loss_dice: 1.0540, decode.d1.loss_cls: 0.5661, decode.d1.loss_mask: 0.6075, decode.d1.loss_dice: 0.9677, decode.d2.loss_cls: 0.4978, decode.d2.loss_mask: 0.5966, decode.d2.loss_dice: 0.9447, decode.d3.loss_cls: 0.4776, decode.d3.loss_mask: 0.5877, decode.d3.loss_dice: 0.9221, decode.d4.loss_cls: 0.4592, decode.d4.loss_mask: 0.5867, decode.d4.loss_dice: 0.9216, decode.d5.loss_cls: 0.4504, decode.d5.loss_mask: 0.5898, decode.d5.loss_dice: 0.9217, decode.d6.loss_cls: 0.4449, decode.d6.loss_mask: 0.5871, decode.d6.loss_dice: 0.9107, decode.d7.loss_cls: 0.4531, decode.d7.loss_mask: 0.5872, decode.d7.loss_dice: 0.9105, decode.d8.loss_cls: 0.4514, decode.d8.loss_mask: 0.5875, decode.d8.loss_dice: 0.9081, loss: 21.9289 2022-04-26 14:56:26,481 - mmseg - INFO - Iter [46750/160000] lr: 1.016e-06, eta: 1 day, 10:40:51, time: 1.131, data_time: 0.063, memory: 64049, decode.loss_cls: 0.4618, decode.loss_mask: 0.5884, decode.loss_dice: 0.8736, decode.d0.loss_cls: 2.3560, decode.d0.loss_mask: 0.6380, decode.d0.loss_dice: 1.0204, decode.d1.loss_cls: 0.5607, decode.d1.loss_mask: 0.6127, decode.d1.loss_dice: 0.9318, decode.d2.loss_cls: 0.5108, decode.d2.loss_mask: 0.6011, decode.d2.loss_dice: 0.9002, decode.d3.loss_cls: 0.4761, decode.d3.loss_mask: 0.5935, decode.d3.loss_dice: 0.8834, decode.d4.loss_cls: 0.4686, decode.d4.loss_mask: 0.5955, decode.d4.loss_dice: 0.8842, decode.d5.loss_cls: 0.4644, decode.d5.loss_mask: 0.5916, decode.d5.loss_dice: 0.8814, decode.d6.loss_cls: 0.4511, decode.d6.loss_mask: 0.5909, decode.d6.loss_dice: 0.8719, decode.d7.loss_cls: 0.4647, decode.d7.loss_mask: 0.5901, decode.d7.loss_dice: 0.8721, decode.d8.loss_cls: 0.4546, decode.d8.loss_mask: 0.5929, decode.d8.loss_dice: 0.8724, loss: 21.6547 2022-04-26 14:57:19,526 - mmseg - INFO - Iter [46800/160000] lr: 1.016e-06, eta: 1 day, 10:39:51, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4471, decode.loss_mask: 0.5755, decode.loss_dice: 0.8845, decode.d0.loss_cls: 2.3631, decode.d0.loss_mask: 0.6245, decode.d0.loss_dice: 1.0485, decode.d1.loss_cls: 0.5688, decode.d1.loss_mask: 0.5973, decode.d1.loss_dice: 0.9517, decode.d2.loss_cls: 0.5099, decode.d2.loss_mask: 0.5869, decode.d2.loss_dice: 0.9162, decode.d3.loss_cls: 0.4698, decode.d3.loss_mask: 0.5805, decode.d3.loss_dice: 0.8948, decode.d4.loss_cls: 0.4690, decode.d4.loss_mask: 0.5773, decode.d4.loss_dice: 0.8940, decode.d5.loss_cls: 0.4597, decode.d5.loss_mask: 0.5781, decode.d5.loss_dice: 0.8956, decode.d6.loss_cls: 0.4436, decode.d6.loss_mask: 0.5786, decode.d6.loss_dice: 0.8898, decode.d7.loss_cls: 0.4452, decode.d7.loss_mask: 0.5757, decode.d7.loss_dice: 0.8894, decode.d8.loss_cls: 0.4469, decode.d8.loss_mask: 0.5769, decode.d8.loss_dice: 0.8863, loss: 21.6251 2022-04-26 14:58:12,312 - mmseg - INFO - Iter [46850/160000] lr: 1.015e-06, eta: 1 day, 10:38:50, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4291, decode.loss_mask: 0.5731, decode.loss_dice: 0.8621, decode.d0.loss_cls: 2.2473, decode.d0.loss_mask: 0.6207, decode.d0.loss_dice: 1.0023, decode.d1.loss_cls: 0.5348, decode.d1.loss_mask: 0.5934, decode.d1.loss_dice: 0.9196, decode.d2.loss_cls: 0.4789, decode.d2.loss_mask: 0.5807, decode.d2.loss_dice: 0.8897, decode.d3.loss_cls: 0.4477, decode.d3.loss_mask: 0.5773, decode.d3.loss_dice: 0.8738, decode.d4.loss_cls: 0.4438, decode.d4.loss_mask: 0.5761, decode.d4.loss_dice: 0.8705, decode.d5.loss_cls: 0.4356, decode.d5.loss_mask: 0.5737, decode.d5.loss_dice: 0.8700, decode.d6.loss_cls: 0.4357, decode.d6.loss_mask: 0.5718, decode.d6.loss_dice: 0.8619, decode.d7.loss_cls: 0.4319, decode.d7.loss_mask: 0.5733, decode.d7.loss_dice: 0.8644, decode.d8.loss_cls: 0.4359, decode.d8.loss_mask: 0.5739, decode.d8.loss_dice: 0.8575, loss: 21.0066 2022-04-26 14:59:05,525 - mmseg - INFO - Iter [46900/160000] lr: 1.015e-06, eta: 1 day, 10:37:51, time: 1.064, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4524, decode.loss_mask: 0.5580, decode.loss_dice: 0.8759, decode.d0.loss_cls: 2.3441, decode.d0.loss_mask: 0.5971, decode.d0.loss_dice: 1.0222, decode.d1.loss_cls: 0.5677, decode.d1.loss_mask: 0.5789, decode.d1.loss_dice: 0.9269, decode.d2.loss_cls: 0.4954, decode.d2.loss_mask: 0.5674, decode.d2.loss_dice: 0.8968, decode.d3.loss_cls: 0.4709, decode.d3.loss_mask: 0.5633, decode.d3.loss_dice: 0.8853, decode.d4.loss_cls: 0.4655, decode.d4.loss_mask: 0.5587, decode.d4.loss_dice: 0.8785, decode.d5.loss_cls: 0.4614, decode.d5.loss_mask: 0.5610, decode.d5.loss_dice: 0.8847, decode.d6.loss_cls: 0.4492, decode.d6.loss_mask: 0.5602, decode.d6.loss_dice: 0.8789, decode.d7.loss_cls: 0.4514, decode.d7.loss_mask: 0.5571, decode.d7.loss_dice: 0.8761, decode.d8.loss_cls: 0.4559, decode.d8.loss_mask: 0.5568, decode.d8.loss_dice: 0.8713, loss: 21.2690 2022-04-26 14:59:58,722 - mmseg - INFO - Iter [46950/160000] lr: 1.014e-06, eta: 1 day, 10:36:51, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4325, decode.loss_mask: 0.5786, decode.loss_dice: 0.8750, decode.d0.loss_cls: 2.3496, decode.d0.loss_mask: 0.6208, decode.d0.loss_dice: 1.0144, decode.d1.loss_cls: 0.5526, decode.d1.loss_mask: 0.6009, decode.d1.loss_dice: 0.9281, decode.d2.loss_cls: 0.4873, decode.d2.loss_mask: 0.5847, decode.d2.loss_dice: 0.8903, decode.d3.loss_cls: 0.4502, decode.d3.loss_mask: 0.5826, decode.d3.loss_dice: 0.8798, decode.d4.loss_cls: 0.4516, decode.d4.loss_mask: 0.5803, decode.d4.loss_dice: 0.8747, decode.d5.loss_cls: 0.4451, decode.d5.loss_mask: 0.5792, decode.d5.loss_dice: 0.8779, decode.d6.loss_cls: 0.4416, decode.d6.loss_mask: 0.5734, decode.d6.loss_dice: 0.8692, decode.d7.loss_cls: 0.4297, decode.d7.loss_mask: 0.5780, decode.d7.loss_dice: 0.8757, decode.d8.loss_cls: 0.4345, decode.d8.loss_mask: 0.5769, decode.d8.loss_dice: 0.8726, loss: 21.2876 2022-04-26 15:00:51,026 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 15:00:51,036 - mmseg - INFO - Iter [47000/160000] lr: 1.014e-06, eta: 1 day, 10:35:49, time: 1.048, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4629, decode.loss_mask: 0.5782, decode.loss_dice: 0.8909, decode.d0.loss_cls: 2.3540, decode.d0.loss_mask: 0.6261, decode.d0.loss_dice: 1.0346, decode.d1.loss_cls: 0.5743, decode.d1.loss_mask: 0.6045, decode.d1.loss_dice: 0.9550, decode.d2.loss_cls: 0.5143, decode.d2.loss_mask: 0.5904, decode.d2.loss_dice: 0.9229, decode.d3.loss_cls: 0.4853, decode.d3.loss_mask: 0.5814, decode.d3.loss_dice: 0.8994, decode.d4.loss_cls: 0.4823, decode.d4.loss_mask: 0.5810, decode.d4.loss_dice: 0.9007, decode.d5.loss_cls: 0.4725, decode.d5.loss_mask: 0.5854, decode.d5.loss_dice: 0.9001, decode.d6.loss_cls: 0.4598, decode.d6.loss_mask: 0.5802, decode.d6.loss_dice: 0.8940, decode.d7.loss_cls: 0.4654, decode.d7.loss_mask: 0.5789, decode.d7.loss_dice: 0.8886, decode.d8.loss_cls: 0.4576, decode.d8.loss_mask: 0.5786, decode.d8.loss_dice: 0.8909, loss: 21.7899 2022-04-26 15:01:45,206 - mmseg - INFO - Iter [47050/160000] lr: 1.014e-06, eta: 1 day, 10:34:52, time: 1.084, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4648, decode.loss_mask: 0.5667, decode.loss_dice: 0.8817, decode.d0.loss_cls: 2.3453, decode.d0.loss_mask: 0.6138, decode.d0.loss_dice: 1.0307, decode.d1.loss_cls: 0.5799, decode.d1.loss_mask: 0.5900, decode.d1.loss_dice: 0.9449, decode.d2.loss_cls: 0.5081, decode.d2.loss_mask: 0.5789, decode.d2.loss_dice: 0.9123, decode.d3.loss_cls: 0.4930, decode.d3.loss_mask: 0.5725, decode.d3.loss_dice: 0.8947, decode.d4.loss_cls: 0.4795, decode.d4.loss_mask: 0.5681, decode.d4.loss_dice: 0.8922, decode.d5.loss_cls: 0.4724, decode.d5.loss_mask: 0.5691, decode.d5.loss_dice: 0.8919, decode.d6.loss_cls: 0.4662, decode.d6.loss_mask: 0.5683, decode.d6.loss_dice: 0.8791, decode.d7.loss_cls: 0.4664, decode.d7.loss_mask: 0.5665, decode.d7.loss_dice: 0.8836, decode.d8.loss_cls: 0.4611, decode.d8.loss_mask: 0.5649, decode.d8.loss_dice: 0.8873, loss: 21.5937 2022-04-26 15:02:38,422 - mmseg - INFO - Iter [47100/160000] lr: 1.013e-06, eta: 1 day, 10:33:52, time: 1.064, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4294, decode.loss_mask: 0.5651, decode.loss_dice: 0.8774, decode.d0.loss_cls: 2.2767, decode.d0.loss_mask: 0.6056, decode.d0.loss_dice: 1.0191, decode.d1.loss_cls: 0.5436, decode.d1.loss_mask: 0.5862, decode.d1.loss_dice: 0.9323, decode.d2.loss_cls: 0.4775, decode.d2.loss_mask: 0.5757, decode.d2.loss_dice: 0.9055, decode.d3.loss_cls: 0.4479, decode.d3.loss_mask: 0.5712, decode.d3.loss_dice: 0.8805, decode.d4.loss_cls: 0.4363, decode.d4.loss_mask: 0.5684, decode.d4.loss_dice: 0.8837, decode.d5.loss_cls: 0.4326, decode.d5.loss_mask: 0.5667, decode.d5.loss_dice: 0.8842, decode.d6.loss_cls: 0.4302, decode.d6.loss_mask: 0.5651, decode.d6.loss_dice: 0.8695, decode.d7.loss_cls: 0.4333, decode.d7.loss_mask: 0.5660, decode.d7.loss_dice: 0.8754, decode.d8.loss_cls: 0.4278, decode.d8.loss_mask: 0.5665, decode.d8.loss_dice: 0.8782, loss: 21.0777 2022-04-26 15:03:31,360 - mmseg - INFO - Iter [47150/160000] lr: 1.013e-06, eta: 1 day, 10:32:52, time: 1.059, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4315, decode.loss_mask: 0.5904, decode.loss_dice: 0.8947, decode.d0.loss_cls: 2.3157, decode.d0.loss_mask: 0.6326, decode.d0.loss_dice: 1.0350, decode.d1.loss_cls: 0.5449, decode.d1.loss_mask: 0.6067, decode.d1.loss_dice: 0.9494, decode.d2.loss_cls: 0.4696, decode.d2.loss_mask: 0.5957, decode.d2.loss_dice: 0.9273, decode.d3.loss_cls: 0.4560, decode.d3.loss_mask: 0.5893, decode.d3.loss_dice: 0.9017, decode.d4.loss_cls: 0.4465, decode.d4.loss_mask: 0.5905, decode.d4.loss_dice: 0.9023, decode.d5.loss_cls: 0.4331, decode.d5.loss_mask: 0.5904, decode.d5.loss_dice: 0.9089, decode.d6.loss_cls: 0.4315, decode.d6.loss_mask: 0.5902, decode.d6.loss_dice: 0.8954, decode.d7.loss_cls: 0.4375, decode.d7.loss_mask: 0.5908, decode.d7.loss_dice: 0.8973, decode.d8.loss_cls: 0.4319, decode.d8.loss_mask: 0.5925, decode.d8.loss_dice: 0.8992, loss: 21.5787 2022-04-26 15:04:24,396 - mmseg - INFO - Iter [47200/160000] lr: 1.012e-06, eta: 1 day, 10:31:52, time: 1.061, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4502, decode.loss_mask: 0.5610, decode.loss_dice: 0.8796, decode.d0.loss_cls: 2.3526, decode.d0.loss_mask: 0.6057, decode.d0.loss_dice: 1.0224, decode.d1.loss_cls: 0.5694, decode.d1.loss_mask: 0.5849, decode.d1.loss_dice: 0.9439, decode.d2.loss_cls: 0.5069, decode.d2.loss_mask: 0.5752, decode.d2.loss_dice: 0.9116, decode.d3.loss_cls: 0.4794, decode.d3.loss_mask: 0.5657, decode.d3.loss_dice: 0.8841, decode.d4.loss_cls: 0.4633, decode.d4.loss_mask: 0.5649, decode.d4.loss_dice: 0.8820, decode.d5.loss_cls: 0.4568, decode.d5.loss_mask: 0.5634, decode.d5.loss_dice: 0.8874, decode.d6.loss_cls: 0.4503, decode.d6.loss_mask: 0.5621, decode.d6.loss_dice: 0.8801, decode.d7.loss_cls: 0.4504, decode.d7.loss_mask: 0.5608, decode.d7.loss_dice: 0.8792, decode.d8.loss_cls: 0.4520, decode.d8.loss_mask: 0.5621, decode.d8.loss_dice: 0.8818, loss: 21.3893 2022-04-26 15:05:18,230 - mmseg - INFO - Iter [47250/160000] lr: 1.012e-06, eta: 1 day, 10:30:53, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4456, decode.loss_mask: 0.6013, decode.loss_dice: 0.8969, decode.d0.loss_cls: 2.3117, decode.d0.loss_mask: 0.6528, decode.d0.loss_dice: 1.0440, decode.d1.loss_cls: 0.5456, decode.d1.loss_mask: 0.6254, decode.d1.loss_dice: 0.9519, decode.d2.loss_cls: 0.4936, decode.d2.loss_mask: 0.6130, decode.d2.loss_dice: 0.9188, decode.d3.loss_cls: 0.4712, decode.d3.loss_mask: 0.6068, decode.d3.loss_dice: 0.9030, decode.d4.loss_cls: 0.4603, decode.d4.loss_mask: 0.6045, decode.d4.loss_dice: 0.8984, decode.d5.loss_cls: 0.4474, decode.d5.loss_mask: 0.6060, decode.d5.loss_dice: 0.9043, decode.d6.loss_cls: 0.4426, decode.d6.loss_mask: 0.6041, decode.d6.loss_dice: 0.8964, decode.d7.loss_cls: 0.4444, decode.d7.loss_mask: 0.6005, decode.d7.loss_dice: 0.8946, decode.d8.loss_cls: 0.4468, decode.d8.loss_mask: 0.6001, decode.d8.loss_dice: 0.8975, loss: 21.8295 2022-04-26 15:06:11,958 - mmseg - INFO - Iter [47300/160000] lr: 1.011e-06, eta: 1 day, 10:29:55, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4116, decode.loss_mask: 0.5828, decode.loss_dice: 0.8732, decode.d0.loss_cls: 2.2560, decode.d0.loss_mask: 0.6253, decode.d0.loss_dice: 1.0037, decode.d1.loss_cls: 0.5230, decode.d1.loss_mask: 0.6022, decode.d1.loss_dice: 0.9273, decode.d2.loss_cls: 0.4629, decode.d2.loss_mask: 0.5890, decode.d2.loss_dice: 0.9014, decode.d3.loss_cls: 0.4405, decode.d3.loss_mask: 0.5820, decode.d3.loss_dice: 0.8855, decode.d4.loss_cls: 0.4286, decode.d4.loss_mask: 0.5822, decode.d4.loss_dice: 0.8846, decode.d5.loss_cls: 0.4137, decode.d5.loss_mask: 0.5824, decode.d5.loss_dice: 0.8866, decode.d6.loss_cls: 0.4097, decode.d6.loss_mask: 0.5812, decode.d6.loss_dice: 0.8782, decode.d7.loss_cls: 0.4077, decode.d7.loss_mask: 0.5845, decode.d7.loss_dice: 0.8784, decode.d8.loss_cls: 0.4148, decode.d8.loss_mask: 0.5843, decode.d8.loss_dice: 0.8780, loss: 21.0613 2022-04-26 15:07:05,296 - mmseg - INFO - Iter [47350/160000] lr: 1.011e-06, eta: 1 day, 10:28:56, time: 1.067, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4358, decode.loss_mask: 0.5677, decode.loss_dice: 0.8699, decode.d0.loss_cls: 2.2966, decode.d0.loss_mask: 0.6124, decode.d0.loss_dice: 1.0307, decode.d1.loss_cls: 0.5419, decode.d1.loss_mask: 0.5890, decode.d1.loss_dice: 0.9436, decode.d2.loss_cls: 0.4888, decode.d2.loss_mask: 0.5767, decode.d2.loss_dice: 0.9045, decode.d3.loss_cls: 0.4610, decode.d3.loss_mask: 0.5698, decode.d3.loss_dice: 0.8815, decode.d4.loss_cls: 0.4537, decode.d4.loss_mask: 0.5669, decode.d4.loss_dice: 0.8811, decode.d5.loss_cls: 0.4490, decode.d5.loss_mask: 0.5654, decode.d5.loss_dice: 0.8790, decode.d6.loss_cls: 0.4383, decode.d6.loss_mask: 0.5675, decode.d6.loss_dice: 0.8742, decode.d7.loss_cls: 0.4322, decode.d7.loss_mask: 0.5669, decode.d7.loss_dice: 0.8775, decode.d8.loss_cls: 0.4337, decode.d8.loss_mask: 0.5675, decode.d8.loss_dice: 0.8739, loss: 21.1969 2022-04-26 15:07:58,014 - mmseg - INFO - Iter [47400/160000] lr: 1.010e-06, eta: 1 day, 10:27:55, time: 1.054, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4338, decode.loss_mask: 0.5556, decode.loss_dice: 0.8718, decode.d0.loss_cls: 2.3645, decode.d0.loss_mask: 0.6054, decode.d0.loss_dice: 1.0187, decode.d1.loss_cls: 0.5712, decode.d1.loss_mask: 0.5708, decode.d1.loss_dice: 0.9307, decode.d2.loss_cls: 0.4913, decode.d2.loss_mask: 0.5629, decode.d2.loss_dice: 0.8984, decode.d3.loss_cls: 0.4587, decode.d3.loss_mask: 0.5524, decode.d3.loss_dice: 0.8772, decode.d4.loss_cls: 0.4492, decode.d4.loss_mask: 0.5530, decode.d4.loss_dice: 0.8801, decode.d5.loss_cls: 0.4542, decode.d5.loss_mask: 0.5541, decode.d5.loss_dice: 0.8696, decode.d6.loss_cls: 0.4419, decode.d6.loss_mask: 0.5520, decode.d6.loss_dice: 0.8647, decode.d7.loss_cls: 0.4298, decode.d7.loss_mask: 0.5533, decode.d7.loss_dice: 0.8667, decode.d8.loss_cls: 0.4321, decode.d8.loss_mask: 0.5555, decode.d8.loss_dice: 0.8682, loss: 21.0875 2022-04-26 15:08:51,907 - mmseg - INFO - Iter [47450/160000] lr: 1.010e-06, eta: 1 day, 10:26:57, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4263, decode.loss_mask: 0.5910, decode.loss_dice: 0.8533, decode.d0.loss_cls: 2.2927, decode.d0.loss_mask: 0.6399, decode.d0.loss_dice: 0.9920, decode.d1.loss_cls: 0.5315, decode.d1.loss_mask: 0.6176, decode.d1.loss_dice: 0.9130, decode.d2.loss_cls: 0.4759, decode.d2.loss_mask: 0.6023, decode.d2.loss_dice: 0.8805, decode.d3.loss_cls: 0.4606, decode.d3.loss_mask: 0.5941, decode.d3.loss_dice: 0.8655, decode.d4.loss_cls: 0.4449, decode.d4.loss_mask: 0.5938, decode.d4.loss_dice: 0.8594, decode.d5.loss_cls: 0.4395, decode.d5.loss_mask: 0.5947, decode.d5.loss_dice: 0.8564, decode.d6.loss_cls: 0.4327, decode.d6.loss_mask: 0.5923, decode.d6.loss_dice: 0.8440, decode.d7.loss_cls: 0.4329, decode.d7.loss_mask: 0.5927, decode.d7.loss_dice: 0.8513, decode.d8.loss_cls: 0.4301, decode.d8.loss_mask: 0.5934, decode.d8.loss_dice: 0.8548, loss: 21.1492 2022-04-26 15:09:45,423 - mmseg - INFO - Iter [47500/160000] lr: 1.010e-06, eta: 1 day, 10:25:58, time: 1.070, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4596, decode.loss_mask: 0.5777, decode.loss_dice: 0.9071, decode.d0.loss_cls: 2.3648, decode.d0.loss_mask: 0.6235, decode.d0.loss_dice: 1.0562, decode.d1.loss_cls: 0.5850, decode.d1.loss_mask: 0.6051, decode.d1.loss_dice: 0.9735, decode.d2.loss_cls: 0.5191, decode.d2.loss_mask: 0.5862, decode.d2.loss_dice: 0.9384, decode.d3.loss_cls: 0.4843, decode.d3.loss_mask: 0.5824, decode.d3.loss_dice: 0.9172, decode.d4.loss_cls: 0.4738, decode.d4.loss_mask: 0.5804, decode.d4.loss_dice: 0.9157, decode.d5.loss_cls: 0.4698, decode.d5.loss_mask: 0.5800, decode.d5.loss_dice: 0.9108, decode.d6.loss_cls: 0.4661, decode.d6.loss_mask: 0.5794, decode.d6.loss_dice: 0.9109, decode.d7.loss_cls: 0.4629, decode.d7.loss_mask: 0.5776, decode.d7.loss_dice: 0.9088, decode.d8.loss_cls: 0.4573, decode.d8.loss_mask: 0.5796, decode.d8.loss_dice: 0.9084, loss: 21.9617 2022-04-26 15:10:38,552 - mmseg - INFO - Iter [47550/160000] lr: 1.009e-06, eta: 1 day, 10:24:58, time: 1.062, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4465, decode.loss_mask: 0.5629, decode.loss_dice: 0.8721, decode.d0.loss_cls: 2.2784, decode.d0.loss_mask: 0.6068, decode.d0.loss_dice: 1.0229, decode.d1.loss_cls: 0.5613, decode.d1.loss_mask: 0.5816, decode.d1.loss_dice: 0.9282, decode.d2.loss_cls: 0.4917, decode.d2.loss_mask: 0.5682, decode.d2.loss_dice: 0.8980, decode.d3.loss_cls: 0.4692, decode.d3.loss_mask: 0.5652, decode.d3.loss_dice: 0.8809, decode.d4.loss_cls: 0.4531, decode.d4.loss_mask: 0.5648, decode.d4.loss_dice: 0.8803, decode.d5.loss_cls: 0.4450, decode.d5.loss_mask: 0.5652, decode.d5.loss_dice: 0.8792, decode.d6.loss_cls: 0.4528, decode.d6.loss_mask: 0.5630, decode.d6.loss_dice: 0.8763, decode.d7.loss_cls: 0.4467, decode.d7.loss_mask: 0.5600, decode.d7.loss_dice: 0.8728, decode.d8.loss_cls: 0.4447, decode.d8.loss_mask: 0.5632, decode.d8.loss_dice: 0.8774, loss: 21.1783 2022-04-26 15:11:33,219 - mmseg - INFO - Iter [47600/160000] lr: 1.009e-06, eta: 1 day, 10:24:02, time: 1.094, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4820, decode.loss_mask: 0.5641, decode.loss_dice: 0.8757, decode.d0.loss_cls: 2.3518, decode.d0.loss_mask: 0.6088, decode.d0.loss_dice: 1.0406, decode.d1.loss_cls: 0.5998, decode.d1.loss_mask: 0.5842, decode.d1.loss_dice: 0.9422, decode.d2.loss_cls: 0.5255, decode.d2.loss_mask: 0.5772, decode.d2.loss_dice: 0.9157, decode.d3.loss_cls: 0.5058, decode.d3.loss_mask: 0.5697, decode.d3.loss_dice: 0.8926, decode.d4.loss_cls: 0.4853, decode.d4.loss_mask: 0.5683, decode.d4.loss_dice: 0.8938, decode.d5.loss_cls: 0.4799, decode.d5.loss_mask: 0.5654, decode.d5.loss_dice: 0.8904, decode.d6.loss_cls: 0.4721, decode.d6.loss_mask: 0.5659, decode.d6.loss_dice: 0.8882, decode.d7.loss_cls: 0.4710, decode.d7.loss_mask: 0.5650, decode.d7.loss_dice: 0.8859, decode.d8.loss_cls: 0.4764, decode.d8.loss_mask: 0.5656, decode.d8.loss_dice: 0.8870, loss: 21.6960 2022-04-26 15:12:26,920 - mmseg - INFO - Iter [47650/160000] lr: 1.008e-06, eta: 1 day, 10:23:04, time: 1.074, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4693, decode.loss_mask: 0.5927, decode.loss_dice: 0.9065, decode.d0.loss_cls: 2.3535, decode.d0.loss_mask: 0.6482, decode.d0.loss_dice: 1.0685, decode.d1.loss_cls: 0.5717, decode.d1.loss_mask: 0.6169, decode.d1.loss_dice: 0.9745, decode.d2.loss_cls: 0.5136, decode.d2.loss_mask: 0.6049, decode.d2.loss_dice: 0.9390, decode.d3.loss_cls: 0.4983, decode.d3.loss_mask: 0.5964, decode.d3.loss_dice: 0.9171, decode.d4.loss_cls: 0.4833, decode.d4.loss_mask: 0.5943, decode.d4.loss_dice: 0.9198, decode.d5.loss_cls: 0.4728, decode.d5.loss_mask: 0.5958, decode.d5.loss_dice: 0.9111, decode.d6.loss_cls: 0.4779, decode.d6.loss_mask: 0.5935, decode.d6.loss_dice: 0.9062, decode.d7.loss_cls: 0.4723, decode.d7.loss_mask: 0.5916, decode.d7.loss_dice: 0.9064, decode.d8.loss_cls: 0.4642, decode.d8.loss_mask: 0.5915, decode.d8.loss_dice: 0.9063, loss: 22.1580 2022-04-26 15:13:20,690 - mmseg - INFO - Iter [47700/160000] lr: 1.008e-06, eta: 1 day, 10:22:06, time: 1.075, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4451, decode.loss_mask: 0.6041, decode.loss_dice: 0.9022, decode.d0.loss_cls: 2.2810, decode.d0.loss_mask: 0.6603, decode.d0.loss_dice: 1.0493, decode.d1.loss_cls: 0.5436, decode.d1.loss_mask: 0.6267, decode.d1.loss_dice: 0.9656, decode.d2.loss_cls: 0.4883, decode.d2.loss_mask: 0.6154, decode.d2.loss_dice: 0.9269, decode.d3.loss_cls: 0.4559, decode.d3.loss_mask: 0.6095, decode.d3.loss_dice: 0.9071, decode.d4.loss_cls: 0.4517, decode.d4.loss_mask: 0.6047, decode.d4.loss_dice: 0.9032, decode.d5.loss_cls: 0.4399, decode.d5.loss_mask: 0.6061, decode.d5.loss_dice: 0.8982, decode.d6.loss_cls: 0.4360, decode.d6.loss_mask: 0.6047, decode.d6.loss_dice: 0.8974, decode.d7.loss_cls: 0.4389, decode.d7.loss_mask: 0.6037, decode.d7.loss_dice: 0.9043, decode.d8.loss_cls: 0.4325, decode.d8.loss_mask: 0.6050, decode.d8.loss_dice: 0.9015, loss: 21.8089 2022-04-26 15:14:14,474 - mmseg - INFO - Iter [47750/160000] lr: 1.007e-06, eta: 1 day, 10:21:08, time: 1.076, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4259, decode.loss_mask: 0.5634, decode.loss_dice: 0.8712, decode.d0.loss_cls: 2.3042, decode.d0.loss_mask: 0.6029, decode.d0.loss_dice: 1.0132, decode.d1.loss_cls: 0.5474, decode.d1.loss_mask: 0.5806, decode.d1.loss_dice: 0.9281, decode.d2.loss_cls: 0.4837, decode.d2.loss_mask: 0.5722, decode.d2.loss_dice: 0.9023, decode.d3.loss_cls: 0.4512, decode.d3.loss_mask: 0.5638, decode.d3.loss_dice: 0.8757, decode.d4.loss_cls: 0.4426, decode.d4.loss_mask: 0.5636, decode.d4.loss_dice: 0.8743, decode.d5.loss_cls: 0.4380, decode.d5.loss_mask: 0.5649, decode.d5.loss_dice: 0.8835, decode.d6.loss_cls: 0.4222, decode.d6.loss_mask: 0.5636, decode.d6.loss_dice: 0.8780, decode.d7.loss_cls: 0.4268, decode.d7.loss_mask: 0.5644, decode.d7.loss_dice: 0.8770, decode.d8.loss_cls: 0.4269, decode.d8.loss_mask: 0.5648, decode.d8.loss_dice: 0.8767, loss: 21.0529 2022-04-26 15:15:07,448 - mmseg - INFO - Iter [47800/160000] lr: 1.007e-06, eta: 1 day, 10:20:08, time: 1.059, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4403, decode.loss_mask: 0.5957, decode.loss_dice: 0.8794, decode.d0.loss_cls: 2.3294, decode.d0.loss_mask: 0.6437, decode.d0.loss_dice: 1.0382, decode.d1.loss_cls: 0.5477, decode.d1.loss_mask: 0.6195, decode.d1.loss_dice: 0.9506, decode.d2.loss_cls: 0.5035, decode.d2.loss_mask: 0.6020, decode.d2.loss_dice: 0.9153, decode.d3.loss_cls: 0.4691, decode.d3.loss_mask: 0.5948, decode.d3.loss_dice: 0.8914, decode.d4.loss_cls: 0.4588, decode.d4.loss_mask: 0.5926, decode.d4.loss_dice: 0.8888, decode.d5.loss_cls: 0.4486, decode.d5.loss_mask: 0.5928, decode.d5.loss_dice: 0.8909, decode.d6.loss_cls: 0.4544, decode.d6.loss_mask: 0.5954, decode.d6.loss_dice: 0.8801, decode.d7.loss_cls: 0.4473, decode.d7.loss_mask: 0.5951, decode.d7.loss_dice: 0.8851, decode.d8.loss_cls: 0.4459, decode.d8.loss_mask: 0.5972, decode.d8.loss_dice: 0.8798, loss: 21.6735 2022-04-26 15:16:01,902 - mmseg - INFO - Iter [47850/160000] lr: 1.006e-06, eta: 1 day, 10:19:11, time: 1.088, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4600, decode.loss_mask: 0.5558, decode.loss_dice: 0.8700, decode.d0.loss_cls: 2.3025, decode.d0.loss_mask: 0.6002, decode.d0.loss_dice: 1.0274, decode.d1.loss_cls: 0.5687, decode.d1.loss_mask: 0.5744, decode.d1.loss_dice: 0.9307, decode.d2.loss_cls: 0.5136, decode.d2.loss_mask: 0.5670, decode.d2.loss_dice: 0.9054, decode.d3.loss_cls: 0.4887, decode.d3.loss_mask: 0.5570, decode.d3.loss_dice: 0.8861, decode.d4.loss_cls: 0.4642, decode.d4.loss_mask: 0.5586, decode.d4.loss_dice: 0.8825, decode.d5.loss_cls: 0.4684, decode.d5.loss_mask: 0.5570, decode.d5.loss_dice: 0.8780, decode.d6.loss_cls: 0.4619, decode.d6.loss_mask: 0.5544, decode.d6.loss_dice: 0.8730, decode.d7.loss_cls: 0.4640, decode.d7.loss_mask: 0.5575, decode.d7.loss_dice: 0.8703, decode.d8.loss_cls: 0.4585, decode.d8.loss_mask: 0.5561, decode.d8.loss_dice: 0.8746, loss: 21.2867 2022-04-26 15:16:55,304 - mmseg - INFO - Iter [47900/160000] lr: 1.006e-06, eta: 1 day, 10:18:12, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4354, decode.loss_mask: 0.5719, decode.loss_dice: 0.8825, decode.d0.loss_cls: 2.3252, decode.d0.loss_mask: 0.6150, decode.d0.loss_dice: 1.0230, decode.d1.loss_cls: 0.5456, decode.d1.loss_mask: 0.5964, decode.d1.loss_dice: 0.9490, decode.d2.loss_cls: 0.4814, decode.d2.loss_mask: 0.5862, decode.d2.loss_dice: 0.9112, decode.d3.loss_cls: 0.4533, decode.d3.loss_mask: 0.5777, decode.d3.loss_dice: 0.8913, decode.d4.loss_cls: 0.4519, decode.d4.loss_mask: 0.5734, decode.d4.loss_dice: 0.8859, decode.d5.loss_cls: 0.4434, decode.d5.loss_mask: 0.5757, decode.d5.loss_dice: 0.8861, decode.d6.loss_cls: 0.4452, decode.d6.loss_mask: 0.5714, decode.d6.loss_dice: 0.8829, decode.d7.loss_cls: 0.4440, decode.d7.loss_mask: 0.5736, decode.d7.loss_dice: 0.8787, decode.d8.loss_cls: 0.4369, decode.d8.loss_mask: 0.5723, decode.d8.loss_dice: 0.8833, loss: 21.3499 2022-04-26 15:17:48,957 - mmseg - INFO - Iter [47950/160000] lr: 1.006e-06, eta: 1 day, 10:17:14, time: 1.073, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4430, decode.loss_mask: 0.5588, decode.loss_dice: 0.8544, decode.d0.loss_cls: 2.3087, decode.d0.loss_mask: 0.6071, decode.d0.loss_dice: 0.9978, decode.d1.loss_cls: 0.5458, decode.d1.loss_mask: 0.5733, decode.d1.loss_dice: 0.9197, decode.d2.loss_cls: 0.4919, decode.d2.loss_mask: 0.5662, decode.d2.loss_dice: 0.8817, decode.d3.loss_cls: 0.4709, decode.d3.loss_mask: 0.5612, decode.d3.loss_dice: 0.8712, decode.d4.loss_cls: 0.4609, decode.d4.loss_mask: 0.5640, decode.d4.loss_dice: 0.8662, decode.d5.loss_cls: 0.4572, decode.d5.loss_mask: 0.5634, decode.d5.loss_dice: 0.8592, decode.d6.loss_cls: 0.4487, decode.d6.loss_mask: 0.5614, decode.d6.loss_dice: 0.8561, decode.d7.loss_cls: 0.4414, decode.d7.loss_mask: 0.5598, decode.d7.loss_dice: 0.8570, decode.d8.loss_cls: 0.4447, decode.d8.loss_mask: 0.5595, decode.d8.loss_dice: 0.8539, loss: 21.0051 2022-04-26 15:18:44,806 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 15:18:44,807 - mmseg - INFO - Iter [48000/160000] lr: 1.005e-06, eta: 1 day, 10:16:20, time: 1.117, data_time: 0.063, memory: 64049, decode.loss_cls: 0.4787, decode.loss_mask: 0.5758, decode.loss_dice: 0.8818, decode.d0.loss_cls: 2.3695, decode.d0.loss_mask: 0.6257, decode.d0.loss_dice: 1.0388, decode.d1.loss_cls: 0.6042, decode.d1.loss_mask: 0.5991, decode.d1.loss_dice: 0.9371, decode.d2.loss_cls: 0.5375, decode.d2.loss_mask: 0.5788, decode.d2.loss_dice: 0.9093, decode.d3.loss_cls: 0.5043, decode.d3.loss_mask: 0.5760, decode.d3.loss_dice: 0.8898, decode.d4.loss_cls: 0.4999, decode.d4.loss_mask: 0.5736, decode.d4.loss_dice: 0.8888, decode.d5.loss_cls: 0.4855, decode.d5.loss_mask: 0.5776, decode.d5.loss_dice: 0.8889, decode.d6.loss_cls: 0.4780, decode.d6.loss_mask: 0.5732, decode.d6.loss_dice: 0.8780, decode.d7.loss_cls: 0.4781, decode.d7.loss_mask: 0.5740, decode.d7.loss_dice: 0.8804, decode.d8.loss_cls: 0.4774, decode.d8.loss_mask: 0.5744, decode.d8.loss_dice: 0.8810, loss: 21.8152 2022-04-26 15:20:07,956 - mmseg - INFO - per class results: 2022-04-26 15:20:07,965 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 81.56 | 88.81 | | building | 84.75 | 91.38 | | sky | 95.11 | 97.34 | | floor | 85.54 | 90.57 | | tree | 78.17 | 88.96 | | ceiling | 86.91 | 91.66 | | road | 86.38 | 91.76 | | bed | 91.89 | 96.59 | | windowpane | 65.39 | 78.61 | | grass | 68.45 | 77.35 | | cabinet | 64.34 | 72.53 | | sidewalk | 70.01 | 81.39 | | person | 86.63 | 93.7 | | earth | 42.7 | 61.64 | | door | 58.81 | 78.99 | | table | 68.66 | 84.14 | | mountain | 59.15 | 77.2 | | plant | 55.26 | 72.86 | | curtain | 79.28 | 90.48 | | chair | 66.49 | 77.12 | | car | 88.71 | 93.89 | | water | 70.76 | 87.93 | | painting | 78.88 | 89.77 | | sofa | 79.23 | 87.93 | | shelf | 50.63 | 68.18 | | house | 57.96 | 81.96 | | sea | 76.87 | 83.02 | | mirror | 76.34 | 87.54 | | rug | 69.47 | 82.34 | | field | 30.59 | 52.87 | | armchair | 56.84 | 75.1 | | seat | 67.07 | 90.56 | | fence | 46.92 | 65.75 | | desk | 55.54 | 80.54 | | rock | 51.47 | 71.98 | | wardrobe | 55.31 | 74.14 | | lamp | 78.74 | 89.49 | | bathtub | 83.31 | 86.52 | | railing | 41.24 | 63.84 | | cushion | 70.1 | 86.59 | | base | 41.35 | 51.98 | | box | 35.68 | 49.12 | | column | 51.68 | 70.63 | | signboard | 39.42 | 64.02 | | chest of drawers | 48.9 | 70.91 | | counter | 51.34 | 64.26 | | sand | 61.98 | 87.09 | | sink | 80.89 | 86.48 | | skyscraper | 51.9 | 57.88 | | fireplace | 82.02 | 96.66 | | refrigerator | 85.24 | 93.95 | | grandstand | 52.84 | 87.48 | | path | 26.9 | 39.26 | | stairs | 33.52 | 38.71 | | runway | 70.76 | 89.04 | | case | 65.17 | 86.22 | | pool table | 94.99 | 97.78 | | pillow | 64.63 | 72.85 | | screen door | 70.65 | 76.92 | | stairway | 49.58 | 69.36 | | river | 16.11 | 32.64 | | bridge | 77.46 | 90.28 | | bookcase | 45.98 | 60.38 | | blind | 39.8 | 46.68 | | coffee table | 68.38 | 83.57 | | toilet | 90.96 | 94.14 | | flower | 48.19 | 71.42 | | book | 52.1 | 76.47 | | hill | 7.47 | 12.85 | | bench | 57.72 | 74.97 | | countertop | 65.92 | 81.22 | | stove | 84.32 | 90.18 | | palm | 60.23 | 85.49 | | kitchen island | 42.34 | 68.79 | | computer | 81.8 | 90.41 | | swivel chair | 50.25 | 73.96 | | boat | 68.83 | 92.49 | | bar | 59.93 | 81.12 | | arcade machine | 82.35 | 95.6 | | hovel | 42.75 | 48.51 | | bus | 93.62 | 96.47 | | towel | 78.43 | 86.36 | | light | 64.23 | 78.98 | | truck | 49.58 | 73.0 | | tower | 17.82 | 32.03 | | chandelier | 74.45 | 89.49 | | awning | 42.68 | 57.01 | | streetlight | 44.49 | 64.48 | | booth | 51.08 | 78.27 | | television receiver | 79.87 | 93.11 | | airplane | 71.74 | 77.2 | | dirt track | 10.31 | 35.14 | | apparel | 39.87 | 71.07 | | pole | 36.22 | 57.03 | | land | 0.0 | 0.0 | | bannister | 21.57 | 33.26 | | escalator | 55.87 | 76.34 | | ottoman | 55.0 | 80.32 | | bottle | 49.96 | 72.92 | | buffet | 52.94 | 80.08 | | poster | 33.01 | 66.5 | | stage | 14.37 | 52.17 | | van | 49.24 | 73.19 | | ship | 83.84 | 85.09 | | fountain | 32.12 | 32.7 | | conveyer belt | 76.09 | 92.69 | | canopy | 41.09 | 58.19 | | washer | 91.78 | 94.45 | | plaything | 39.57 | 61.78 | | swimming pool | 79.33 | 80.2 | | stool | 44.45 | 78.07 | | barrel | 61.86 | 98.04 | | basket | 39.81 | 57.23 | | waterfall | 46.56 | 51.11 | | tent | 93.24 | 98.31 | | bag | 29.67 | 41.25 | | minibike | 75.74 | 92.0 | | cradle | 81.97 | 97.14 | | oven | 35.92 | 81.24 | | ball | 62.91 | 73.49 | | food | 71.57 | 86.71 | | step | 24.16 | 34.01 | | tank | 61.19 | 64.82 | | trade name | 22.61 | 29.04 | | microwave | 60.2 | 64.49 | | pot | 55.33 | 73.29 | | animal | 55.7 | 56.61 | | bicycle | 59.93 | 80.75 | | lake | 63.4 | 63.52 | | dishwasher | 65.17 | 87.86 | | screen | 58.05 | 94.59 | | blanket | 31.17 | 38.88 | | sculpture | 52.77 | 89.98 | | hood | 62.58 | 75.82 | | sconce | 60.78 | 76.6 | | vase | 50.21 | 75.92 | | traffic light | 47.28 | 71.69 | | tray | 25.28 | 38.62 | | ashcan | 41.04 | 67.4 | | fan | 70.3 | 87.7 | | pier | 37.72 | 40.34 | | crt screen | 1.73 | 4.44 | | plate | 65.48 | 80.34 | | monitor | 13.26 | 17.01 | | bulletin board | 52.12 | 61.33 | | shower | 17.96 | 25.38 | | radiator | 71.24 | 87.25 | | glass | 24.67 | 30.28 | | clock | 59.78 | 74.94 | | flag | 72.68 | 87.07 | +---------------------+-------+-------+ 2022-04-26 15:20:07,965 - mmseg - INFO - Summary: 2022-04-26 15:20:07,966 - mmseg - INFO - +------+-------+-------+ | aAcc | mIoU | mAcc | +------+-------+-------+ | 85.9 | 57.48 | 72.33 | +------+-------+-------+ 2022-04-26 15:20:07,973 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 15:20:07,973 - mmseg - INFO - Iter(val) [250] aAcc: 0.8590, mIoU: 0.5748, mAcc: 0.7233, IoU.wall: 0.8156, IoU.building: 0.8475, IoU.sky: 0.9511, IoU.floor: 0.8554, IoU.tree: 0.7817, IoU.ceiling: 0.8691, IoU.road: 0.8638, IoU.bed : 0.9189, IoU.windowpane: 0.6539, IoU.grass: 0.6845, IoU.cabinet: 0.6434, IoU.sidewalk: 0.7001, IoU.person: 0.8663, IoU.earth: 0.4270, IoU.door: 0.5881, IoU.table: 0.6866, IoU.mountain: 0.5915, IoU.plant: 0.5526, IoU.curtain: 0.7928, IoU.chair: 0.6649, IoU.car: 0.8871, IoU.water: 0.7076, IoU.painting: 0.7888, IoU.sofa: 0.7923, IoU.shelf: 0.5063, IoU.house: 0.5796, IoU.sea: 0.7687, IoU.mirror: 0.7634, IoU.rug: 0.6947, IoU.field: 0.3059, IoU.armchair: 0.5684, IoU.seat: 0.6707, IoU.fence: 0.4692, IoU.desk: 0.5554, IoU.rock: 0.5147, IoU.wardrobe: 0.5531, IoU.lamp: 0.7874, IoU.bathtub: 0.8331, IoU.railing: 0.4124, IoU.cushion: 0.7010, IoU.base: 0.4135, IoU.box: 0.3568, IoU.column: 0.5168, IoU.signboard: 0.3942, IoU.chest of drawers: 0.4890, IoU.counter: 0.5134, IoU.sand: 0.6198, IoU.sink: 0.8089, IoU.skyscraper: 0.5190, IoU.fireplace: 0.8202, IoU.refrigerator: 0.8524, IoU.grandstand: 0.5284, IoU.path: 0.2690, IoU.stairs: 0.3352, IoU.runway: 0.7076, IoU.case: 0.6517, IoU.pool table: 0.9499, IoU.pillow: 0.6463, IoU.screen door: 0.7065, IoU.stairway: 0.4958, IoU.river: 0.1611, IoU.bridge: 0.7746, IoU.bookcase: 0.4598, IoU.blind: 0.3980, IoU.coffee table: 0.6838, IoU.toilet: 0.9096, IoU.flower: 0.4819, IoU.book: 0.5210, IoU.hill: 0.0747, IoU.bench: 0.5772, IoU.countertop: 0.6592, IoU.stove: 0.8432, IoU.palm: 0.6023, IoU.kitchen island: 0.4234, IoU.computer: 0.8180, IoU.swivel chair: 0.5025, IoU.boat: 0.6883, IoU.bar: 0.5993, IoU.arcade machine: 0.8235, IoU.hovel: 0.4275, IoU.bus: 0.9362, IoU.towel: 0.7843, IoU.light: 0.6423, IoU.truck: 0.4958, IoU.tower: 0.1782, IoU.chandelier: 0.7445, IoU.awning: 0.4268, IoU.streetlight: 0.4449, IoU.booth: 0.5108, IoU.television receiver: 0.7987, IoU.airplane: 0.7174, IoU.dirt track: 0.1031, IoU.apparel: 0.3987, IoU.pole: 0.3622, IoU.land: 0.0000, IoU.bannister: 0.2157, IoU.escalator: 0.5587, IoU.ottoman: 0.5500, IoU.bottle: 0.4996, IoU.buffet: 0.5294, IoU.poster: 0.3301, IoU.stage: 0.1437, IoU.van: 0.4924, IoU.ship: 0.8384, IoU.fountain: 0.3212, IoU.conveyer belt: 0.7609, IoU.canopy: 0.4109, IoU.washer: 0.9178, IoU.plaything: 0.3957, IoU.swimming pool: 0.7933, IoU.stool: 0.4445, IoU.barrel: 0.6186, IoU.basket: 0.3981, IoU.waterfall: 0.4656, IoU.tent: 0.9324, IoU.bag: 0.2967, IoU.minibike: 0.7574, IoU.cradle: 0.8197, IoU.oven: 0.3592, IoU.ball: 0.6291, IoU.food: 0.7157, IoU.step: 0.2416, IoU.tank: 0.6119, IoU.trade name: 0.2261, IoU.microwave: 0.6020, IoU.pot: 0.5533, IoU.animal: 0.5570, IoU.bicycle: 0.5993, IoU.lake: 0.6340, IoU.dishwasher: 0.6517, IoU.screen: 0.5805, IoU.blanket: 0.3117, IoU.sculpture: 0.5277, IoU.hood: 0.6258, IoU.sconce: 0.6078, IoU.vase: 0.5021, IoU.traffic light: 0.4728, IoU.tray: 0.2528, IoU.ashcan: 0.4104, IoU.fan: 0.7030, IoU.pier: 0.3772, IoU.crt screen: 0.0173, IoU.plate: 0.6548, IoU.monitor: 0.1326, IoU.bulletin board: 0.5212, IoU.shower: 0.1796, IoU.radiator: 0.7124, IoU.glass: 0.2467, IoU.clock: 0.5978, IoU.flag: 0.7268, Acc.wall: 0.8881, Acc.building: 0.9138, Acc.sky: 0.9734, Acc.floor: 0.9057, Acc.tree: 0.8896, Acc.ceiling: 0.9166, Acc.road: 0.9176, Acc.bed : 0.9659, Acc.windowpane: 0.7861, Acc.grass: 0.7735, Acc.cabinet: 0.7253, Acc.sidewalk: 0.8139, Acc.person: 0.9370, Acc.earth: 0.6164, Acc.door: 0.7899, Acc.table: 0.8414, Acc.mountain: 0.7720, Acc.plant: 0.7286, Acc.curtain: 0.9048, Acc.chair: 0.7712, Acc.car: 0.9389, Acc.water: 0.8793, Acc.painting: 0.8977, Acc.sofa: 0.8793, Acc.shelf: 0.6818, Acc.house: 0.8196, Acc.sea: 0.8302, Acc.mirror: 0.8754, Acc.rug: 0.8234, Acc.field: 0.5287, Acc.armchair: 0.7510, Acc.seat: 0.9056, Acc.fence: 0.6575, Acc.desk: 0.8054, Acc.rock: 0.7198, Acc.wardrobe: 0.7414, Acc.lamp: 0.8949, Acc.bathtub: 0.8652, Acc.railing: 0.6384, Acc.cushion: 0.8659, Acc.base: 0.5198, Acc.box: 0.4912, Acc.column: 0.7063, Acc.signboard: 0.6402, Acc.chest of drawers: 0.7091, Acc.counter: 0.6426, Acc.sand: 0.8709, Acc.sink: 0.8648, Acc.skyscraper: 0.5788, Acc.fireplace: 0.9666, Acc.refrigerator: 0.9395, Acc.grandstand: 0.8748, Acc.path: 0.3926, Acc.stairs: 0.3871, Acc.runway: 0.8904, Acc.case: 0.8622, Acc.pool table: 0.9778, Acc.pillow: 0.7285, Acc.screen door: 0.7692, Acc.stairway: 0.6936, Acc.river: 0.3264, Acc.bridge: 0.9028, Acc.bookcase: 0.6038, Acc.blind: 0.4668, Acc.coffee table: 0.8357, Acc.toilet: 0.9414, Acc.flower: 0.7142, Acc.book: 0.7647, Acc.hill: 0.1285, Acc.bench: 0.7497, Acc.countertop: 0.8122, Acc.stove: 0.9018, Acc.palm: 0.8549, Acc.kitchen island: 0.6879, Acc.computer: 0.9041, Acc.swivel chair: 0.7396, Acc.boat: 0.9249, Acc.bar: 0.8112, Acc.arcade machine: 0.9560, Acc.hovel: 0.4851, Acc.bus: 0.9647, Acc.towel: 0.8636, Acc.light: 0.7898, Acc.truck: 0.7300, Acc.tower: 0.3203, Acc.chandelier: 0.8949, Acc.awning: 0.5701, Acc.streetlight: 0.6448, Acc.booth: 0.7827, Acc.television receiver: 0.9311, Acc.airplane: 0.7720, Acc.dirt track: 0.3514, Acc.apparel: 0.7107, Acc.pole: 0.5703, Acc.land: 0.0000, Acc.bannister: 0.3326, Acc.escalator: 0.7634, Acc.ottoman: 0.8032, Acc.bottle: 0.7292, Acc.buffet: 0.8008, Acc.poster: 0.6650, Acc.stage: 0.5217, Acc.van: 0.7319, Acc.ship: 0.8509, Acc.fountain: 0.3270, Acc.conveyer belt: 0.9269, Acc.canopy: 0.5819, Acc.washer: 0.9445, Acc.plaything: 0.6178, Acc.swimming pool: 0.8020, Acc.stool: 0.7807, Acc.barrel: 0.9804, Acc.basket: 0.5723, Acc.waterfall: 0.5111, Acc.tent: 0.9831, Acc.bag: 0.4125, Acc.minibike: 0.9200, Acc.cradle: 0.9714, Acc.oven: 0.8124, Acc.ball: 0.7349, Acc.food: 0.8671, Acc.step: 0.3401, Acc.tank: 0.6482, Acc.trade name: 0.2904, Acc.microwave: 0.6449, Acc.pot: 0.7329, Acc.animal: 0.5661, Acc.bicycle: 0.8075, Acc.lake: 0.6352, Acc.dishwasher: 0.8786, Acc.screen: 0.9459, Acc.blanket: 0.3888, Acc.sculpture: 0.8998, Acc.hood: 0.7582, Acc.sconce: 0.7660, Acc.vase: 0.7592, Acc.traffic light: 0.7169, Acc.tray: 0.3862, Acc.ashcan: 0.6740, Acc.fan: 0.8770, Acc.pier: 0.4034, Acc.crt screen: 0.0444, Acc.plate: 0.8034, Acc.monitor: 0.1701, Acc.bulletin board: 0.6133, Acc.shower: 0.2538, Acc.radiator: 0.8725, Acc.glass: 0.3028, Acc.clock: 0.7494, Acc.flag: 0.8707 2022-04-26 15:21:00,227 - mmseg - INFO - Iter [48050/160000] lr: 1.005e-06, eta: 1 day, 10:18:33, time: 2.708, data_time: 1.678, memory: 64049, decode.loss_cls: 0.4338, decode.loss_mask: 0.5670, decode.loss_dice: 0.8866, decode.d0.loss_cls: 2.2790, decode.d0.loss_mask: 0.6078, decode.d0.loss_dice: 1.0377, decode.d1.loss_cls: 0.5451, decode.d1.loss_mask: 0.5864, decode.d1.loss_dice: 0.9471, decode.d2.loss_cls: 0.4857, decode.d2.loss_mask: 0.5726, decode.d2.loss_dice: 0.9177, decode.d3.loss_cls: 0.4484, decode.d3.loss_mask: 0.5717, decode.d3.loss_dice: 0.8952, decode.d4.loss_cls: 0.4349, decode.d4.loss_mask: 0.5707, decode.d4.loss_dice: 0.8966, decode.d5.loss_cls: 0.4365, decode.d5.loss_mask: 0.5708, decode.d5.loss_dice: 0.8935, decode.d6.loss_cls: 0.4291, decode.d6.loss_mask: 0.5672, decode.d6.loss_dice: 0.8877, decode.d7.loss_cls: 0.4267, decode.d7.loss_mask: 0.5677, decode.d7.loss_dice: 0.8880, decode.d8.loss_cls: 0.4382, decode.d8.loss_mask: 0.5675, decode.d8.loss_dice: 0.8873, loss: 21.2442 2022-04-26 15:21:52,807 - mmseg - INFO - Iter [48100/160000] lr: 1.004e-06, eta: 1 day, 10:17:31, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4286, decode.loss_mask: 0.5742, decode.loss_dice: 0.8559, decode.d0.loss_cls: 2.2742, decode.d0.loss_mask: 0.6154, decode.d0.loss_dice: 0.9954, decode.d1.loss_cls: 0.5272, decode.d1.loss_mask: 0.5901, decode.d1.loss_dice: 0.9168, decode.d2.loss_cls: 0.4775, decode.d2.loss_mask: 0.5807, decode.d2.loss_dice: 0.8809, decode.d3.loss_cls: 0.4362, decode.d3.loss_mask: 0.5731, decode.d3.loss_dice: 0.8620, decode.d4.loss_cls: 0.4224, decode.d4.loss_mask: 0.5755, decode.d4.loss_dice: 0.8626, decode.d5.loss_cls: 0.4228, decode.d5.loss_mask: 0.5742, decode.d5.loss_dice: 0.8566, decode.d6.loss_cls: 0.4202, decode.d6.loss_mask: 0.5751, decode.d6.loss_dice: 0.8590, decode.d7.loss_cls: 0.4165, decode.d7.loss_mask: 0.5753, decode.d7.loss_dice: 0.8567, decode.d8.loss_cls: 0.4195, decode.d8.loss_mask: 0.5752, decode.d8.loss_dice: 0.8554, loss: 20.8554 2022-04-26 15:22:46,185 - mmseg - INFO - Iter [48150/160000] lr: 1.004e-06, eta: 1 day, 10:16:32, time: 1.066, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4242, decode.loss_mask: 0.5732, decode.loss_dice: 0.8632, decode.d0.loss_cls: 2.3647, decode.d0.loss_mask: 0.6229, decode.d0.loss_dice: 1.0145, decode.d1.loss_cls: 0.5440, decode.d1.loss_mask: 0.5942, decode.d1.loss_dice: 0.9363, decode.d2.loss_cls: 0.4812, decode.d2.loss_mask: 0.5829, decode.d2.loss_dice: 0.8972, decode.d3.loss_cls: 0.4570, decode.d3.loss_mask: 0.5743, decode.d3.loss_dice: 0.8754, decode.d4.loss_cls: 0.4450, decode.d4.loss_mask: 0.5749, decode.d4.loss_dice: 0.8798, decode.d5.loss_cls: 0.4362, decode.d5.loss_mask: 0.5744, decode.d5.loss_dice: 0.8732, decode.d6.loss_cls: 0.4394, decode.d6.loss_mask: 0.5719, decode.d6.loss_dice: 0.8677, decode.d7.loss_cls: 0.4353, decode.d7.loss_mask: 0.5721, decode.d7.loss_dice: 0.8651, decode.d8.loss_cls: 0.4250, decode.d8.loss_mask: 0.5710, decode.d8.loss_dice: 0.8698, loss: 21.2058 2022-04-26 15:23:39,234 - mmseg - INFO - Iter [48200/160000] lr: 1.003e-06, eta: 1 day, 10:15:32, time: 1.061, data_time: 0.018, memory: 64049, decode.loss_cls: 0.4248, decode.loss_mask: 0.5614, decode.loss_dice: 0.8798, decode.d0.loss_cls: 2.3205, decode.d0.loss_mask: 0.6060, decode.d0.loss_dice: 1.0175, decode.d1.loss_cls: 0.5466, decode.d1.loss_mask: 0.5858, decode.d1.loss_dice: 0.9392, decode.d2.loss_cls: 0.4795, decode.d2.loss_mask: 0.5725, decode.d2.loss_dice: 0.9062, decode.d3.loss_cls: 0.4566, decode.d3.loss_mask: 0.5648, decode.d3.loss_dice: 0.8888, decode.d4.loss_cls: 0.4471, decode.d4.loss_mask: 0.5659, decode.d4.loss_dice: 0.8863, decode.d5.loss_cls: 0.4428, decode.d5.loss_mask: 0.5635, decode.d5.loss_dice: 0.8858, decode.d6.loss_cls: 0.4280, decode.d6.loss_mask: 0.5648, decode.d6.loss_dice: 0.8778, decode.d7.loss_cls: 0.4234, decode.d7.loss_mask: 0.5641, decode.d7.loss_dice: 0.8838, decode.d8.loss_cls: 0.4259, decode.d8.loss_mask: 0.5644, decode.d8.loss_dice: 0.8812, loss: 21.1546 2022-04-26 15:24:32,859 - mmseg - INFO - Iter [48250/160000] lr: 1.003e-06, eta: 1 day, 10:14:33, time: 1.074, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4618, decode.loss_mask: 0.5808, decode.loss_dice: 0.8817, decode.d0.loss_cls: 2.3514, decode.d0.loss_mask: 0.6292, decode.d0.loss_dice: 1.0348, decode.d1.loss_cls: 0.5852, decode.d1.loss_mask: 0.6018, decode.d1.loss_dice: 0.9472, decode.d2.loss_cls: 0.5192, decode.d2.loss_mask: 0.5843, decode.d2.loss_dice: 0.9101, decode.d3.loss_cls: 0.4869, decode.d3.loss_mask: 0.5825, decode.d3.loss_dice: 0.8912, decode.d4.loss_cls: 0.4764, decode.d4.loss_mask: 0.5776, decode.d4.loss_dice: 0.8847, decode.d5.loss_cls: 0.4687, decode.d5.loss_mask: 0.5806, decode.d5.loss_dice: 0.8850, decode.d6.loss_cls: 0.4666, decode.d6.loss_mask: 0.5811, decode.d6.loss_dice: 0.8815, decode.d7.loss_cls: 0.4560, decode.d7.loss_mask: 0.5791, decode.d7.loss_dice: 0.8830, decode.d8.loss_cls: 0.4576, decode.d8.loss_mask: 0.5796, decode.d8.loss_dice: 0.8795, loss: 21.6849 2022-04-26 15:25:25,926 - mmseg - INFO - Iter [48300/160000] lr: 1.002e-06, eta: 1 day, 10:13:33, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4012, decode.loss_mask: 0.5704, decode.loss_dice: 0.8513, decode.d0.loss_cls: 2.2839, decode.d0.loss_mask: 0.6162, decode.d0.loss_dice: 0.9952, decode.d1.loss_cls: 0.4966, decode.d1.loss_mask: 0.5923, decode.d1.loss_dice: 0.9151, decode.d2.loss_cls: 0.4546, decode.d2.loss_mask: 0.5792, decode.d2.loss_dice: 0.8785, decode.d3.loss_cls: 0.4305, decode.d3.loss_mask: 0.5729, decode.d3.loss_dice: 0.8661, decode.d4.loss_cls: 0.4144, decode.d4.loss_mask: 0.5737, decode.d4.loss_dice: 0.8605, decode.d5.loss_cls: 0.4131, decode.d5.loss_mask: 0.5705, decode.d5.loss_dice: 0.8597, decode.d6.loss_cls: 0.4091, decode.d6.loss_mask: 0.5704, decode.d6.loss_dice: 0.8537, decode.d7.loss_cls: 0.4025, decode.d7.loss_mask: 0.5704, decode.d7.loss_dice: 0.8585, decode.d8.loss_cls: 0.4027, decode.d8.loss_mask: 0.5716, decode.d8.loss_dice: 0.8548, loss: 20.6895 2022-04-26 15:26:20,445 - mmseg - INFO - Iter [48350/160000] lr: 1.002e-06, eta: 1 day, 10:12:37, time: 1.090, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4696, decode.loss_mask: 0.5765, decode.loss_dice: 0.8786, decode.d0.loss_cls: 2.3604, decode.d0.loss_mask: 0.6258, decode.d0.loss_dice: 1.0391, decode.d1.loss_cls: 0.5866, decode.d1.loss_mask: 0.5937, decode.d1.loss_dice: 0.9467, decode.d2.loss_cls: 0.5200, decode.d2.loss_mask: 0.5870, decode.d2.loss_dice: 0.9078, decode.d3.loss_cls: 0.4946, decode.d3.loss_mask: 0.5775, decode.d3.loss_dice: 0.8887, decode.d4.loss_cls: 0.4806, decode.d4.loss_mask: 0.5804, decode.d4.loss_dice: 0.8873, decode.d5.loss_cls: 0.4668, decode.d5.loss_mask: 0.5770, decode.d5.loss_dice: 0.8851, decode.d6.loss_cls: 0.4686, decode.d6.loss_mask: 0.5782, decode.d6.loss_dice: 0.8835, decode.d7.loss_cls: 0.4598, decode.d7.loss_mask: 0.5772, decode.d7.loss_dice: 0.8823, decode.d8.loss_cls: 0.4641, decode.d8.loss_mask: 0.5747, decode.d8.loss_dice: 0.8853, loss: 21.7036 2022-04-26 15:27:13,609 - mmseg - INFO - Iter [48400/160000] lr: 1.001e-06, eta: 1 day, 10:11:37, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4738, decode.loss_mask: 0.6005, decode.loss_dice: 0.8639, decode.d0.loss_cls: 2.3176, decode.d0.loss_mask: 0.6586, decode.d0.loss_dice: 1.0262, decode.d1.loss_cls: 0.5817, decode.d1.loss_mask: 0.6197, decode.d1.loss_dice: 0.9265, decode.d2.loss_cls: 0.5155, decode.d2.loss_mask: 0.6084, decode.d2.loss_dice: 0.8958, decode.d3.loss_cls: 0.4889, decode.d3.loss_mask: 0.6026, decode.d3.loss_dice: 0.8808, decode.d4.loss_cls: 0.4801, decode.d4.loss_mask: 0.6022, decode.d4.loss_dice: 0.8756, decode.d5.loss_cls: 0.4790, decode.d5.loss_mask: 0.6018, decode.d5.loss_dice: 0.8728, decode.d6.loss_cls: 0.4777, decode.d6.loss_mask: 0.5993, decode.d6.loss_dice: 0.8708, decode.d7.loss_cls: 0.4776, decode.d7.loss_mask: 0.5993, decode.d7.loss_dice: 0.8748, decode.d8.loss_cls: 0.4763, decode.d8.loss_mask: 0.5993, decode.d8.loss_dice: 0.8689, loss: 21.8158 2022-04-26 15:28:07,430 - mmseg - INFO - Iter [48450/160000] lr: 1.001e-06, eta: 1 day, 10:10:39, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4294, decode.loss_mask: 0.5663, decode.loss_dice: 0.8642, decode.d0.loss_cls: 2.3268, decode.d0.loss_mask: 0.6224, decode.d0.loss_dice: 1.0046, decode.d1.loss_cls: 0.5384, decode.d1.loss_mask: 0.5914, decode.d1.loss_dice: 0.9199, decode.d2.loss_cls: 0.4805, decode.d2.loss_mask: 0.5790, decode.d2.loss_dice: 0.8847, decode.d3.loss_cls: 0.4559, decode.d3.loss_mask: 0.5765, decode.d3.loss_dice: 0.8667, decode.d4.loss_cls: 0.4365, decode.d4.loss_mask: 0.5748, decode.d4.loss_dice: 0.8678, decode.d5.loss_cls: 0.4269, decode.d5.loss_mask: 0.5730, decode.d5.loss_dice: 0.8668, decode.d6.loss_cls: 0.4323, decode.d6.loss_mask: 0.5719, decode.d6.loss_dice: 0.8593, decode.d7.loss_cls: 0.4214, decode.d7.loss_mask: 0.5740, decode.d7.loss_dice: 0.8622, decode.d8.loss_cls: 0.4268, decode.d8.loss_mask: 0.5696, decode.d8.loss_dice: 0.8616, loss: 21.0314 2022-04-26 15:29:00,866 - mmseg - INFO - Iter [48500/160000] lr: 1.001e-06, eta: 1 day, 10:09:40, time: 1.068, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4196, decode.loss_mask: 0.6035, decode.loss_dice: 0.9013, decode.d0.loss_cls: 2.2402, decode.d0.loss_mask: 0.6448, decode.d0.loss_dice: 1.0393, decode.d1.loss_cls: 0.5249, decode.d1.loss_mask: 0.6272, decode.d1.loss_dice: 0.9601, decode.d2.loss_cls: 0.4691, decode.d2.loss_mask: 0.6140, decode.d2.loss_dice: 0.9221, decode.d3.loss_cls: 0.4413, decode.d3.loss_mask: 0.6072, decode.d3.loss_dice: 0.9119, decode.d4.loss_cls: 0.4305, decode.d4.loss_mask: 0.6056, decode.d4.loss_dice: 0.9076, decode.d5.loss_cls: 0.4252, decode.d5.loss_mask: 0.6047, decode.d5.loss_dice: 0.9082, decode.d6.loss_cls: 0.4227, decode.d6.loss_mask: 0.6058, decode.d6.loss_dice: 0.9009, decode.d7.loss_cls: 0.4291, decode.d7.loss_mask: 0.6036, decode.d7.loss_dice: 0.9068, decode.d8.loss_cls: 0.4247, decode.d8.loss_mask: 0.6075, decode.d8.loss_dice: 0.9039, loss: 21.6132 2022-04-26 15:29:54,915 - mmseg - INFO - Iter [48550/160000] lr: 1.000e-06, eta: 1 day, 10:08:42, time: 1.082, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4440, decode.loss_mask: 0.5840, decode.loss_dice: 0.8705, decode.d0.loss_cls: 2.3076, decode.d0.loss_mask: 0.6284, decode.d0.loss_dice: 1.0091, decode.d1.loss_cls: 0.5536, decode.d1.loss_mask: 0.6099, decode.d1.loss_dice: 0.9300, decode.d2.loss_cls: 0.4932, decode.d2.loss_mask: 0.5960, decode.d2.loss_dice: 0.8978, decode.d3.loss_cls: 0.4708, decode.d3.loss_mask: 0.5904, decode.d3.loss_dice: 0.8830, decode.d4.loss_cls: 0.4651, decode.d4.loss_mask: 0.5869, decode.d4.loss_dice: 0.8843, decode.d5.loss_cls: 0.4521, decode.d5.loss_mask: 0.5841, decode.d5.loss_dice: 0.8822, decode.d6.loss_cls: 0.4406, decode.d6.loss_mask: 0.5883, decode.d6.loss_dice: 0.8702, decode.d7.loss_cls: 0.4433, decode.d7.loss_mask: 0.5885, decode.d7.loss_dice: 0.8698, decode.d8.loss_cls: 0.4433, decode.d8.loss_mask: 0.5845, decode.d8.loss_dice: 0.8691, loss: 21.4206 2022-04-26 15:30:48,714 - mmseg - INFO - Iter [48600/160000] lr: 9.997e-07, eta: 1 day, 10:07:44, time: 1.076, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4204, decode.loss_mask: 0.5841, decode.loss_dice: 0.8657, decode.d0.loss_cls: 2.3312, decode.d0.loss_mask: 0.6262, decode.d0.loss_dice: 0.9986, decode.d1.loss_cls: 0.5225, decode.d1.loss_mask: 0.6083, decode.d1.loss_dice: 0.9204, decode.d2.loss_cls: 0.4672, decode.d2.loss_mask: 0.5929, decode.d2.loss_dice: 0.8903, decode.d3.loss_cls: 0.4506, decode.d3.loss_mask: 0.5882, decode.d3.loss_dice: 0.8732, decode.d4.loss_cls: 0.4347, decode.d4.loss_mask: 0.5885, decode.d4.loss_dice: 0.8751, decode.d5.loss_cls: 0.4316, decode.d5.loss_mask: 0.5901, decode.d5.loss_dice: 0.8740, decode.d6.loss_cls: 0.4301, decode.d6.loss_mask: 0.5848, decode.d6.loss_dice: 0.8643, decode.d7.loss_cls: 0.4265, decode.d7.loss_mask: 0.5835, decode.d7.loss_dice: 0.8667, decode.d8.loss_cls: 0.4235, decode.d8.loss_mask: 0.5847, decode.d8.loss_dice: 0.8676, loss: 21.1654 2022-04-26 15:31:41,906 - mmseg - INFO - Iter [48650/160000] lr: 9.992e-07, eta: 1 day, 10:06:44, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4427, decode.loss_mask: 0.6020, decode.loss_dice: 0.9130, decode.d0.loss_cls: 2.2521, decode.d0.loss_mask: 0.6556, decode.d0.loss_dice: 1.0594, decode.d1.loss_cls: 0.5523, decode.d1.loss_mask: 0.6252, decode.d1.loss_dice: 0.9682, decode.d2.loss_cls: 0.4859, decode.d2.loss_mask: 0.6108, decode.d2.loss_dice: 0.9402, decode.d3.loss_cls: 0.4563, decode.d3.loss_mask: 0.6089, decode.d3.loss_dice: 0.9223, decode.d4.loss_cls: 0.4540, decode.d4.loss_mask: 0.6043, decode.d4.loss_dice: 0.9231, decode.d5.loss_cls: 0.4478, decode.d5.loss_mask: 0.6034, decode.d5.loss_dice: 0.9229, decode.d6.loss_cls: 0.4411, decode.d6.loss_mask: 0.6032, decode.d6.loss_dice: 0.9134, decode.d7.loss_cls: 0.4490, decode.d7.loss_mask: 0.6036, decode.d7.loss_dice: 0.9131, decode.d8.loss_cls: 0.4409, decode.d8.loss_mask: 0.6043, decode.d8.loss_dice: 0.9124, loss: 21.9316 2022-04-26 15:32:34,891 - mmseg - INFO - Iter [48700/160000] lr: 9.988e-07, eta: 1 day, 10:05:44, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4399, decode.loss_mask: 0.5668, decode.loss_dice: 0.8795, decode.d0.loss_cls: 2.3167, decode.d0.loss_mask: 0.6235, decode.d0.loss_dice: 1.0344, decode.d1.loss_cls: 0.5532, decode.d1.loss_mask: 0.5868, decode.d1.loss_dice: 0.9356, decode.d2.loss_cls: 0.4941, decode.d2.loss_mask: 0.5758, decode.d2.loss_dice: 0.9041, decode.d3.loss_cls: 0.4675, decode.d3.loss_mask: 0.5671, decode.d3.loss_dice: 0.8848, decode.d4.loss_cls: 0.4590, decode.d4.loss_mask: 0.5691, decode.d4.loss_dice: 0.8843, decode.d5.loss_cls: 0.4536, decode.d5.loss_mask: 0.5683, decode.d5.loss_dice: 0.8820, decode.d6.loss_cls: 0.4459, decode.d6.loss_mask: 0.5694, decode.d6.loss_dice: 0.8754, decode.d7.loss_cls: 0.4472, decode.d7.loss_mask: 0.5664, decode.d7.loss_dice: 0.8769, decode.d8.loss_cls: 0.4427, decode.d8.loss_mask: 0.5686, decode.d8.loss_dice: 0.8791, loss: 21.3175 2022-04-26 15:33:28,100 - mmseg - INFO - Iter [48750/160000] lr: 9.983e-07, eta: 1 day, 10:04:44, time: 1.064, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4427, decode.loss_mask: 0.5711, decode.loss_dice: 0.8548, decode.d0.loss_cls: 2.2772, decode.d0.loss_mask: 0.6134, decode.d0.loss_dice: 0.9998, decode.d1.loss_cls: 0.5449, decode.d1.loss_mask: 0.5899, decode.d1.loss_dice: 0.9133, decode.d2.loss_cls: 0.4865, decode.d2.loss_mask: 0.5769, decode.d2.loss_dice: 0.8874, decode.d3.loss_cls: 0.4622, decode.d3.loss_mask: 0.5705, decode.d3.loss_dice: 0.8645, decode.d4.loss_cls: 0.4592, decode.d4.loss_mask: 0.5709, decode.d4.loss_dice: 0.8647, decode.d5.loss_cls: 0.4532, decode.d5.loss_mask: 0.5721, decode.d5.loss_dice: 0.8629, decode.d6.loss_cls: 0.4493, decode.d6.loss_mask: 0.5674, decode.d6.loss_dice: 0.8548, decode.d7.loss_cls: 0.4451, decode.d7.loss_mask: 0.5683, decode.d7.loss_dice: 0.8557, decode.d8.loss_cls: 0.4427, decode.d8.loss_mask: 0.5720, decode.d8.loss_dice: 0.8574, loss: 21.0506 2022-04-26 15:34:20,870 - mmseg - INFO - Iter [48800/160000] lr: 9.979e-07, eta: 1 day, 10:03:44, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4397, decode.loss_mask: 0.5424, decode.loss_dice: 0.8591, decode.d0.loss_cls: 2.2852, decode.d0.loss_mask: 0.5893, decode.d0.loss_dice: 1.0090, decode.d1.loss_cls: 0.5497, decode.d1.loss_mask: 0.5609, decode.d1.loss_dice: 0.9155, decode.d2.loss_cls: 0.4891, decode.d2.loss_mask: 0.5484, decode.d2.loss_dice: 0.8846, decode.d3.loss_cls: 0.4587, decode.d3.loss_mask: 0.5452, decode.d3.loss_dice: 0.8701, decode.d4.loss_cls: 0.4479, decode.d4.loss_mask: 0.5439, decode.d4.loss_dice: 0.8694, decode.d5.loss_cls: 0.4368, decode.d5.loss_mask: 0.5469, decode.d5.loss_dice: 0.8673, decode.d6.loss_cls: 0.4317, decode.d6.loss_mask: 0.5441, decode.d6.loss_dice: 0.8619, decode.d7.loss_cls: 0.4427, decode.d7.loss_mask: 0.5425, decode.d7.loss_dice: 0.8574, decode.d8.loss_cls: 0.4357, decode.d8.loss_mask: 0.5434, decode.d8.loss_dice: 0.8627, loss: 20.7811 2022-04-26 15:35:14,770 - mmseg - INFO - Iter [48850/160000] lr: 9.974e-07, eta: 1 day, 10:02:46, time: 1.079, data_time: 0.018, memory: 64049, decode.loss_cls: 0.4292, decode.loss_mask: 0.5492, decode.loss_dice: 0.8460, decode.d0.loss_cls: 2.3271, decode.d0.loss_mask: 0.5925, decode.d0.loss_dice: 0.9911, decode.d1.loss_cls: 0.5373, decode.d1.loss_mask: 0.5696, decode.d1.loss_dice: 0.8965, decode.d2.loss_cls: 0.4798, decode.d2.loss_mask: 0.5561, decode.d2.loss_dice: 0.8679, decode.d3.loss_cls: 0.4633, decode.d3.loss_mask: 0.5481, decode.d3.loss_dice: 0.8485, decode.d4.loss_cls: 0.4460, decode.d4.loss_mask: 0.5491, decode.d4.loss_dice: 0.8518, decode.d5.loss_cls: 0.4388, decode.d5.loss_mask: 0.5484, decode.d5.loss_dice: 0.8531, decode.d6.loss_cls: 0.4368, decode.d6.loss_mask: 0.5499, decode.d6.loss_dice: 0.8466, decode.d7.loss_cls: 0.4219, decode.d7.loss_mask: 0.5499, decode.d7.loss_dice: 0.8495, decode.d8.loss_cls: 0.4298, decode.d8.loss_mask: 0.5479, decode.d8.loss_dice: 0.8496, loss: 20.6714 2022-04-26 15:36:07,003 - mmseg - INFO - Iter [48900/160000] lr: 9.970e-07, eta: 1 day, 10:01:44, time: 1.045, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4062, decode.loss_mask: 0.5585, decode.loss_dice: 0.8529, decode.d0.loss_cls: 2.2840, decode.d0.loss_mask: 0.6015, decode.d0.loss_dice: 0.9835, decode.d1.loss_cls: 0.5142, decode.d1.loss_mask: 0.5796, decode.d1.loss_dice: 0.9043, decode.d2.loss_cls: 0.4439, decode.d2.loss_mask: 0.5675, decode.d2.loss_dice: 0.8806, decode.d3.loss_cls: 0.4294, decode.d3.loss_mask: 0.5603, decode.d3.loss_dice: 0.8635, decode.d4.loss_cls: 0.4131, decode.d4.loss_mask: 0.5603, decode.d4.loss_dice: 0.8621, decode.d5.loss_cls: 0.4129, decode.d5.loss_mask: 0.5574, decode.d5.loss_dice: 0.8609, decode.d6.loss_cls: 0.4066, decode.d6.loss_mask: 0.5578, decode.d6.loss_dice: 0.8587, decode.d7.loss_cls: 0.4005, decode.d7.loss_mask: 0.5598, decode.d7.loss_dice: 0.8568, decode.d8.loss_cls: 0.4070, decode.d8.loss_mask: 0.5579, decode.d8.loss_dice: 0.8562, loss: 20.5577 2022-04-26 15:37:00,753 - mmseg - INFO - Iter [48950/160000] lr: 9.965e-07, eta: 1 day, 10:00:46, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4148, decode.loss_mask: 0.5955, decode.loss_dice: 0.8784, decode.d0.loss_cls: 2.3308, decode.d0.loss_mask: 0.6491, decode.d0.loss_dice: 1.0312, decode.d1.loss_cls: 0.5284, decode.d1.loss_mask: 0.6193, decode.d1.loss_dice: 0.9461, decode.d2.loss_cls: 0.4691, decode.d2.loss_mask: 0.6109, decode.d2.loss_dice: 0.9079, decode.d3.loss_cls: 0.4504, decode.d3.loss_mask: 0.5999, decode.d3.loss_dice: 0.8907, decode.d4.loss_cls: 0.4355, decode.d4.loss_mask: 0.5975, decode.d4.loss_dice: 0.8892, decode.d5.loss_cls: 0.4312, decode.d5.loss_mask: 0.5957, decode.d5.loss_dice: 0.8867, decode.d6.loss_cls: 0.4194, decode.d6.loss_mask: 0.5953, decode.d6.loss_dice: 0.8763, decode.d7.loss_cls: 0.4225, decode.d7.loss_mask: 0.5945, decode.d7.loss_dice: 0.8784, decode.d8.loss_cls: 0.4146, decode.d8.loss_mask: 0.5966, decode.d8.loss_dice: 0.8810, loss: 21.4369 2022-04-26 15:37:53,848 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 15:37:53,849 - mmseg - INFO - Iter [49000/160000] lr: 9.961e-07, eta: 1 day, 9:59:46, time: 1.061, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4333, decode.loss_mask: 0.5726, decode.loss_dice: 0.8775, decode.d0.loss_cls: 2.3086, decode.d0.loss_mask: 0.6149, decode.d0.loss_dice: 1.0176, decode.d1.loss_cls: 0.5554, decode.d1.loss_mask: 0.5935, decode.d1.loss_dice: 0.9321, decode.d2.loss_cls: 0.4875, decode.d2.loss_mask: 0.5815, decode.d2.loss_dice: 0.9045, decode.d3.loss_cls: 0.4565, decode.d3.loss_mask: 0.5722, decode.d3.loss_dice: 0.8823, decode.d4.loss_cls: 0.4525, decode.d4.loss_mask: 0.5718, decode.d4.loss_dice: 0.8858, decode.d5.loss_cls: 0.4376, decode.d5.loss_mask: 0.5709, decode.d5.loss_dice: 0.8785, decode.d6.loss_cls: 0.4334, decode.d6.loss_mask: 0.5744, decode.d6.loss_dice: 0.8751, decode.d7.loss_cls: 0.4325, decode.d7.loss_mask: 0.5720, decode.d7.loss_dice: 0.8759, decode.d8.loss_cls: 0.4345, decode.d8.loss_mask: 0.5713, decode.d8.loss_dice: 0.8824, loss: 21.2388 2022-04-26 15:38:47,644 - mmseg - INFO - Iter [49050/160000] lr: 9.956e-07, eta: 1 day, 9:58:48, time: 1.077, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4508, decode.loss_mask: 0.5376, decode.loss_dice: 0.8630, decode.d0.loss_cls: 2.4077, decode.d0.loss_mask: 0.5802, decode.d0.loss_dice: 1.0089, decode.d1.loss_cls: 0.5614, decode.d1.loss_mask: 0.5573, decode.d1.loss_dice: 0.9260, decode.d2.loss_cls: 0.5094, decode.d2.loss_mask: 0.5461, decode.d2.loss_dice: 0.8884, decode.d3.loss_cls: 0.4813, decode.d3.loss_mask: 0.5394, decode.d3.loss_dice: 0.8670, decode.d4.loss_cls: 0.4625, decode.d4.loss_mask: 0.5393, decode.d4.loss_dice: 0.8717, decode.d5.loss_cls: 0.4493, decode.d5.loss_mask: 0.5366, decode.d5.loss_dice: 0.8690, decode.d6.loss_cls: 0.4534, decode.d6.loss_mask: 0.5370, decode.d6.loss_dice: 0.8643, decode.d7.loss_cls: 0.4529, decode.d7.loss_mask: 0.5367, decode.d7.loss_dice: 0.8629, decode.d8.loss_cls: 0.4433, decode.d8.loss_mask: 0.5380, decode.d8.loss_dice: 0.8675, loss: 21.0089 2022-04-26 15:39:43,083 - mmseg - INFO - Iter [49100/160000] lr: 9.952e-07, eta: 1 day, 9:57:54, time: 1.109, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4305, decode.loss_mask: 0.5887, decode.loss_dice: 0.8686, decode.d0.loss_cls: 2.3403, decode.d0.loss_mask: 0.6359, decode.d0.loss_dice: 1.0133, decode.d1.loss_cls: 0.5451, decode.d1.loss_mask: 0.6028, decode.d1.loss_dice: 0.9205, decode.d2.loss_cls: 0.4703, decode.d2.loss_mask: 0.5942, decode.d2.loss_dice: 0.8935, decode.d3.loss_cls: 0.4480, decode.d3.loss_mask: 0.5870, decode.d3.loss_dice: 0.8782, decode.d4.loss_cls: 0.4365, decode.d4.loss_mask: 0.5889, decode.d4.loss_dice: 0.8757, decode.d5.loss_cls: 0.4335, decode.d5.loss_mask: 0.5889, decode.d5.loss_dice: 0.8725, decode.d6.loss_cls: 0.4328, decode.d6.loss_mask: 0.5882, decode.d6.loss_dice: 0.8664, decode.d7.loss_cls: 0.4330, decode.d7.loss_mask: 0.5878, decode.d7.loss_dice: 0.8639, decode.d8.loss_cls: 0.4350, decode.d8.loss_mask: 0.5869, decode.d8.loss_dice: 0.8623, loss: 21.2693 2022-04-26 15:40:37,840 - mmseg - INFO - Iter [49150/160000] lr: 9.947e-07, eta: 1 day, 9:56:58, time: 1.095, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4456, decode.loss_mask: 0.5742, decode.loss_dice: 0.8862, decode.d0.loss_cls: 2.3107, decode.d0.loss_mask: 0.6176, decode.d0.loss_dice: 1.0301, decode.d1.loss_cls: 0.5742, decode.d1.loss_mask: 0.5975, decode.d1.loss_dice: 0.9455, decode.d2.loss_cls: 0.5127, decode.d2.loss_mask: 0.5833, decode.d2.loss_dice: 0.9177, decode.d3.loss_cls: 0.4803, decode.d3.loss_mask: 0.5734, decode.d3.loss_dice: 0.8942, decode.d4.loss_cls: 0.4708, decode.d4.loss_mask: 0.5751, decode.d4.loss_dice: 0.8878, decode.d5.loss_cls: 0.4625, decode.d5.loss_mask: 0.5750, decode.d5.loss_dice: 0.8876, decode.d6.loss_cls: 0.4514, decode.d6.loss_mask: 0.5771, decode.d6.loss_dice: 0.8812, decode.d7.loss_cls: 0.4507, decode.d7.loss_mask: 0.5755, decode.d7.loss_dice: 0.8810, decode.d8.loss_cls: 0.4539, decode.d8.loss_mask: 0.5737, decode.d8.loss_dice: 0.8834, loss: 21.5298 2022-04-26 15:41:32,780 - mmseg - INFO - Iter [49200/160000] lr: 9.943e-07, eta: 1 day, 9:56:02, time: 1.099, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4664, decode.loss_mask: 0.5791, decode.loss_dice: 0.8907, decode.d0.loss_cls: 2.3634, decode.d0.loss_mask: 0.6296, decode.d0.loss_dice: 1.0390, decode.d1.loss_cls: 0.5654, decode.d1.loss_mask: 0.5988, decode.d1.loss_dice: 0.9529, decode.d2.loss_cls: 0.5200, decode.d2.loss_mask: 0.5873, decode.d2.loss_dice: 0.9128, decode.d3.loss_cls: 0.4963, decode.d3.loss_mask: 0.5841, decode.d3.loss_dice: 0.8943, decode.d4.loss_cls: 0.4868, decode.d4.loss_mask: 0.5807, decode.d4.loss_dice: 0.9004, decode.d5.loss_cls: 0.4799, decode.d5.loss_mask: 0.5801, decode.d5.loss_dice: 0.8920, decode.d6.loss_cls: 0.4646, decode.d6.loss_mask: 0.5806, decode.d6.loss_dice: 0.8899, decode.d7.loss_cls: 0.4672, decode.d7.loss_mask: 0.5800, decode.d7.loss_dice: 0.8910, decode.d8.loss_cls: 0.4691, decode.d8.loss_mask: 0.5784, decode.d8.loss_dice: 0.8928, loss: 21.8137 2022-04-26 15:42:26,457 - mmseg - INFO - Iter [49250/160000] lr: 9.938e-07, eta: 1 day, 9:55:04, time: 1.074, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4377, decode.loss_mask: 0.5776, decode.loss_dice: 0.8870, decode.d0.loss_cls: 2.2789, decode.d0.loss_mask: 0.6327, decode.d0.loss_dice: 1.0371, decode.d1.loss_cls: 0.5407, decode.d1.loss_mask: 0.5995, decode.d1.loss_dice: 0.9472, decode.d2.loss_cls: 0.4789, decode.d2.loss_mask: 0.5933, decode.d2.loss_dice: 0.9173, decode.d3.loss_cls: 0.4579, decode.d3.loss_mask: 0.5874, decode.d3.loss_dice: 0.8994, decode.d4.loss_cls: 0.4528, decode.d4.loss_mask: 0.5816, decode.d4.loss_dice: 0.8979, decode.d5.loss_cls: 0.4456, decode.d5.loss_mask: 0.5803, decode.d5.loss_dice: 0.8922, decode.d6.loss_cls: 0.4354, decode.d6.loss_mask: 0.5795, decode.d6.loss_dice: 0.8912, decode.d7.loss_cls: 0.4352, decode.d7.loss_mask: 0.5790, decode.d7.loss_dice: 0.8900, decode.d8.loss_cls: 0.4338, decode.d8.loss_mask: 0.5810, decode.d8.loss_dice: 0.8919, loss: 21.4399 2022-04-26 15:43:23,333 - mmseg - INFO - Iter [49300/160000] lr: 9.934e-07, eta: 1 day, 9:54:13, time: 1.137, data_time: 0.063, memory: 64049, decode.loss_cls: 0.4267, decode.loss_mask: 0.5495, decode.loss_dice: 0.8670, decode.d0.loss_cls: 2.3098, decode.d0.loss_mask: 0.5926, decode.d0.loss_dice: 1.0008, decode.d1.loss_cls: 0.5205, decode.d1.loss_mask: 0.5671, decode.d1.loss_dice: 0.9219, decode.d2.loss_cls: 0.4677, decode.d2.loss_mask: 0.5561, decode.d2.loss_dice: 0.8928, decode.d3.loss_cls: 0.4545, decode.d3.loss_mask: 0.5491, decode.d3.loss_dice: 0.8695, decode.d4.loss_cls: 0.4276, decode.d4.loss_mask: 0.5495, decode.d4.loss_dice: 0.8726, decode.d5.loss_cls: 0.4251, decode.d5.loss_mask: 0.5519, decode.d5.loss_dice: 0.8723, decode.d6.loss_cls: 0.4256, decode.d6.loss_mask: 0.5501, decode.d6.loss_dice: 0.8686, decode.d7.loss_cls: 0.4144, decode.d7.loss_mask: 0.5518, decode.d7.loss_dice: 0.8688, decode.d8.loss_cls: 0.4207, decode.d8.loss_mask: 0.5514, decode.d8.loss_dice: 0.8700, loss: 20.7658 2022-04-26 15:44:18,884 - mmseg - INFO - Iter [49350/160000] lr: 9.930e-07, eta: 1 day, 9:53:18, time: 1.111, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4374, decode.loss_mask: 0.5576, decode.loss_dice: 0.8724, decode.d0.loss_cls: 2.3314, decode.d0.loss_mask: 0.6009, decode.d0.loss_dice: 1.0105, decode.d1.loss_cls: 0.5433, decode.d1.loss_mask: 0.5719, decode.d1.loss_dice: 0.9255, decode.d2.loss_cls: 0.4997, decode.d2.loss_mask: 0.5601, decode.d2.loss_dice: 0.8936, decode.d3.loss_cls: 0.4636, decode.d3.loss_mask: 0.5575, decode.d3.loss_dice: 0.8775, decode.d4.loss_cls: 0.4562, decode.d4.loss_mask: 0.5606, decode.d4.loss_dice: 0.8773, decode.d5.loss_cls: 0.4469, decode.d5.loss_mask: 0.5576, decode.d5.loss_dice: 0.8747, decode.d6.loss_cls: 0.4385, decode.d6.loss_mask: 0.5551, decode.d6.loss_dice: 0.8692, decode.d7.loss_cls: 0.4400, decode.d7.loss_mask: 0.5547, decode.d7.loss_dice: 0.8702, decode.d8.loss_cls: 0.4323, decode.d8.loss_mask: 0.5567, decode.d8.loss_dice: 0.8716, loss: 21.0644 2022-04-26 15:45:13,854 - mmseg - INFO - Iter [49400/160000] lr: 9.925e-07, eta: 1 day, 9:52:23, time: 1.099, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4039, decode.loss_mask: 0.5647, decode.loss_dice: 0.8739, decode.d0.loss_cls: 2.2723, decode.d0.loss_mask: 0.6043, decode.d0.loss_dice: 1.0077, decode.d1.loss_cls: 0.5066, decode.d1.loss_mask: 0.5857, decode.d1.loss_dice: 0.9241, decode.d2.loss_cls: 0.4428, decode.d2.loss_mask: 0.5758, decode.d2.loss_dice: 0.9014, decode.d3.loss_cls: 0.4243, decode.d3.loss_mask: 0.5716, decode.d3.loss_dice: 0.8820, decode.d4.loss_cls: 0.4103, decode.d4.loss_mask: 0.5693, decode.d4.loss_dice: 0.8838, decode.d5.loss_cls: 0.4153, decode.d5.loss_mask: 0.5659, decode.d5.loss_dice: 0.8722, decode.d6.loss_cls: 0.4076, decode.d6.loss_mask: 0.5673, decode.d6.loss_dice: 0.8725, decode.d7.loss_cls: 0.4124, decode.d7.loss_mask: 0.5651, decode.d7.loss_dice: 0.8655, decode.d8.loss_cls: 0.4014, decode.d8.loss_mask: 0.5649, decode.d8.loss_dice: 0.8702, loss: 20.7847 2022-04-26 15:46:07,214 - mmseg - INFO - Iter [49450/160000] lr: 9.921e-07, eta: 1 day, 9:51:24, time: 1.067, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4244, decode.loss_mask: 0.5727, decode.loss_dice: 0.8916, decode.d0.loss_cls: 2.2767, decode.d0.loss_mask: 0.6189, decode.d0.loss_dice: 1.0404, decode.d1.loss_cls: 0.5465, decode.d1.loss_mask: 0.5979, decode.d1.loss_dice: 0.9504, decode.d2.loss_cls: 0.4763, decode.d2.loss_mask: 0.5835, decode.d2.loss_dice: 0.9210, decode.d3.loss_cls: 0.4521, decode.d3.loss_mask: 0.5771, decode.d3.loss_dice: 0.9023, decode.d4.loss_cls: 0.4443, decode.d4.loss_mask: 0.5774, decode.d4.loss_dice: 0.8973, decode.d5.loss_cls: 0.4396, decode.d5.loss_mask: 0.5738, decode.d5.loss_dice: 0.8948, decode.d6.loss_cls: 0.4274, decode.d6.loss_mask: 0.5713, decode.d6.loss_dice: 0.8897, decode.d7.loss_cls: 0.4216, decode.d7.loss_mask: 0.5713, decode.d7.loss_dice: 0.8894, decode.d8.loss_cls: 0.4193, decode.d8.loss_mask: 0.5731, decode.d8.loss_dice: 0.8909, loss: 21.3129 2022-04-26 15:47:00,593 - mmseg - INFO - Iter [49500/160000] lr: 9.916e-07, eta: 1 day, 9:50:25, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4286, decode.loss_mask: 0.5728, decode.loss_dice: 0.8595, decode.d0.loss_cls: 2.2941, decode.d0.loss_mask: 0.6206, decode.d0.loss_dice: 1.0058, decode.d1.loss_cls: 0.5420, decode.d1.loss_mask: 0.5979, decode.d1.loss_dice: 0.9238, decode.d2.loss_cls: 0.4820, decode.d2.loss_mask: 0.5829, decode.d2.loss_dice: 0.8861, decode.d3.loss_cls: 0.4539, decode.d3.loss_mask: 0.5778, decode.d3.loss_dice: 0.8718, decode.d4.loss_cls: 0.4498, decode.d4.loss_mask: 0.5730, decode.d4.loss_dice: 0.8700, decode.d5.loss_cls: 0.4325, decode.d5.loss_mask: 0.5733, decode.d5.loss_dice: 0.8718, decode.d6.loss_cls: 0.4388, decode.d6.loss_mask: 0.5703, decode.d6.loss_dice: 0.8600, decode.d7.loss_cls: 0.4347, decode.d7.loss_mask: 0.5713, decode.d7.loss_dice: 0.8576, decode.d8.loss_cls: 0.4218, decode.d8.loss_mask: 0.5742, decode.d8.loss_dice: 0.8628, loss: 21.0618 2022-04-26 15:47:54,281 - mmseg - INFO - Iter [49550/160000] lr: 9.912e-07, eta: 1 day, 9:49:26, time: 1.074, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4287, decode.loss_mask: 0.5599, decode.loss_dice: 0.8958, decode.d0.loss_cls: 2.2959, decode.d0.loss_mask: 0.6117, decode.d0.loss_dice: 1.0385, decode.d1.loss_cls: 0.5298, decode.d1.loss_mask: 0.5862, decode.d1.loss_dice: 0.9606, decode.d2.loss_cls: 0.4750, decode.d2.loss_mask: 0.5726, decode.d2.loss_dice: 0.9231, decode.d3.loss_cls: 0.4471, decode.d3.loss_mask: 0.5673, decode.d3.loss_dice: 0.9074, decode.d4.loss_cls: 0.4360, decode.d4.loss_mask: 0.5634, decode.d4.loss_dice: 0.9025, decode.d5.loss_cls: 0.4315, decode.d5.loss_mask: 0.5639, decode.d5.loss_dice: 0.9011, decode.d6.loss_cls: 0.4250, decode.d6.loss_mask: 0.5648, decode.d6.loss_dice: 0.8963, decode.d7.loss_cls: 0.4260, decode.d7.loss_mask: 0.5643, decode.d7.loss_dice: 0.8996, decode.d8.loss_cls: 0.4264, decode.d8.loss_mask: 0.5634, decode.d8.loss_dice: 0.8977, loss: 21.2618 2022-04-26 15:48:47,488 - mmseg - INFO - Iter [49600/160000] lr: 9.907e-07, eta: 1 day, 9:48:27, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4170, decode.loss_mask: 0.5682, decode.loss_dice: 0.8502, decode.d0.loss_cls: 2.2681, decode.d0.loss_mask: 0.6070, decode.d0.loss_dice: 0.9870, decode.d1.loss_cls: 0.5263, decode.d1.loss_mask: 0.5863, decode.d1.loss_dice: 0.9132, decode.d2.loss_cls: 0.4655, decode.d2.loss_mask: 0.5767, decode.d2.loss_dice: 0.8894, decode.d3.loss_cls: 0.4422, decode.d3.loss_mask: 0.5689, decode.d3.loss_dice: 0.8620, decode.d4.loss_cls: 0.4243, decode.d4.loss_mask: 0.5703, decode.d4.loss_dice: 0.8642, decode.d5.loss_cls: 0.4326, decode.d5.loss_mask: 0.5682, decode.d5.loss_dice: 0.8574, decode.d6.loss_cls: 0.4364, decode.d6.loss_mask: 0.5677, decode.d6.loss_dice: 0.8536, decode.d7.loss_cls: 0.4265, decode.d7.loss_mask: 0.5655, decode.d7.loss_dice: 0.8595, decode.d8.loss_cls: 0.4173, decode.d8.loss_mask: 0.5660, decode.d8.loss_dice: 0.8530, loss: 20.7905 2022-04-26 15:49:40,448 - mmseg - INFO - Iter [49650/160000] lr: 9.903e-07, eta: 1 day, 9:47:27, time: 1.061, data_time: 0.017, memory: 64049, decode.loss_cls: 0.3942, decode.loss_mask: 0.5820, decode.loss_dice: 0.8368, decode.d0.loss_cls: 2.1845, decode.d0.loss_mask: 0.6319, decode.d0.loss_dice: 0.9708, decode.d1.loss_cls: 0.4925, decode.d1.loss_mask: 0.6048, decode.d1.loss_dice: 0.8943, decode.d2.loss_cls: 0.4366, decode.d2.loss_mask: 0.5891, decode.d2.loss_dice: 0.8598, decode.d3.loss_cls: 0.4127, decode.d3.loss_mask: 0.5831, decode.d3.loss_dice: 0.8429, decode.d4.loss_cls: 0.4026, decode.d4.loss_mask: 0.5832, decode.d4.loss_dice: 0.8423, decode.d5.loss_cls: 0.3949, decode.d5.loss_mask: 0.5823, decode.d5.loss_dice: 0.8422, decode.d6.loss_cls: 0.3852, decode.d6.loss_mask: 0.5816, decode.d6.loss_dice: 0.8393, decode.d7.loss_cls: 0.3877, decode.d7.loss_mask: 0.5809, decode.d7.loss_dice: 0.8372, decode.d8.loss_cls: 0.3896, decode.d8.loss_mask: 0.5815, decode.d8.loss_dice: 0.8402, loss: 20.3867 2022-04-26 15:50:34,754 - mmseg - INFO - Iter [49700/160000] lr: 9.898e-07, eta: 1 day, 9:46:30, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4246, decode.loss_mask: 0.5392, decode.loss_dice: 0.8651, decode.d0.loss_cls: 2.3403, decode.d0.loss_mask: 0.5846, decode.d0.loss_dice: 1.0076, decode.d1.loss_cls: 0.5457, decode.d1.loss_mask: 0.5589, decode.d1.loss_dice: 0.9154, decode.d2.loss_cls: 0.4814, decode.d2.loss_mask: 0.5485, decode.d2.loss_dice: 0.8966, decode.d3.loss_cls: 0.4536, decode.d3.loss_mask: 0.5431, decode.d3.loss_dice: 0.8746, decode.d4.loss_cls: 0.4398, decode.d4.loss_mask: 0.5465, decode.d4.loss_dice: 0.8712, decode.d5.loss_cls: 0.4381, decode.d5.loss_mask: 0.5430, decode.d5.loss_dice: 0.8693, decode.d6.loss_cls: 0.4279, decode.d6.loss_mask: 0.5426, decode.d6.loss_dice: 0.8624, decode.d7.loss_cls: 0.4250, decode.d7.loss_mask: 0.5421, decode.d7.loss_dice: 0.8672, decode.d8.loss_cls: 0.4221, decode.d8.loss_mask: 0.5432, decode.d8.loss_dice: 0.8685, loss: 20.7880 2022-04-26 15:51:29,466 - mmseg - INFO - Iter [49750/160000] lr: 9.894e-07, eta: 1 day, 9:45:34, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4376, decode.loss_mask: 0.5565, decode.loss_dice: 0.8777, decode.d0.loss_cls: 2.2626, decode.d0.loss_mask: 0.6000, decode.d0.loss_dice: 1.0169, decode.d1.loss_cls: 0.5234, decode.d1.loss_mask: 0.5805, decode.d1.loss_dice: 0.9419, decode.d2.loss_cls: 0.4813, decode.d2.loss_mask: 0.5687, decode.d2.loss_dice: 0.9021, decode.d3.loss_cls: 0.4498, decode.d3.loss_mask: 0.5619, decode.d3.loss_dice: 0.8844, decode.d4.loss_cls: 0.4398, decode.d4.loss_mask: 0.5626, decode.d4.loss_dice: 0.8889, decode.d5.loss_cls: 0.4366, decode.d5.loss_mask: 0.5610, decode.d5.loss_dice: 0.8852, decode.d6.loss_cls: 0.4393, decode.d6.loss_mask: 0.5587, decode.d6.loss_dice: 0.8764, decode.d7.loss_cls: 0.4376, decode.d7.loss_mask: 0.5579, decode.d7.loss_dice: 0.8797, decode.d8.loss_cls: 0.4345, decode.d8.loss_mask: 0.5561, decode.d8.loss_dice: 0.8826, loss: 21.0419 2022-04-26 15:52:24,020 - mmseg - INFO - Iter [49800/160000] lr: 9.889e-07, eta: 1 day, 9:44:38, time: 1.091, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4341, decode.loss_mask: 0.5726, decode.loss_dice: 0.8709, decode.d0.loss_cls: 2.3214, decode.d0.loss_mask: 0.6257, decode.d0.loss_dice: 1.0227, decode.d1.loss_cls: 0.5495, decode.d1.loss_mask: 0.5966, decode.d1.loss_dice: 0.9318, decode.d2.loss_cls: 0.4849, decode.d2.loss_mask: 0.5831, decode.d2.loss_dice: 0.9018, decode.d3.loss_cls: 0.4524, decode.d3.loss_mask: 0.5769, decode.d3.loss_dice: 0.8783, decode.d4.loss_cls: 0.4405, decode.d4.loss_mask: 0.5762, decode.d4.loss_dice: 0.8804, decode.d5.loss_cls: 0.4373, decode.d5.loss_mask: 0.5744, decode.d5.loss_dice: 0.8737, decode.d6.loss_cls: 0.4315, decode.d6.loss_mask: 0.5727, decode.d6.loss_dice: 0.8690, decode.d7.loss_cls: 0.4304, decode.d7.loss_mask: 0.5730, decode.d7.loss_dice: 0.8696, decode.d8.loss_cls: 0.4283, decode.d8.loss_mask: 0.5709, decode.d8.loss_dice: 0.8735, loss: 21.2040 2022-04-26 15:53:18,869 - mmseg - INFO - Iter [49850/160000] lr: 9.885e-07, eta: 1 day, 9:43:42, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4161, decode.loss_mask: 0.5689, decode.loss_dice: 0.8745, decode.d0.loss_cls: 2.2703, decode.d0.loss_mask: 0.6181, decode.d0.loss_dice: 1.0240, decode.d1.loss_cls: 0.5375, decode.d1.loss_mask: 0.5892, decode.d1.loss_dice: 0.9347, decode.d2.loss_cls: 0.4724, decode.d2.loss_mask: 0.5757, decode.d2.loss_dice: 0.8944, decode.d3.loss_cls: 0.4385, decode.d3.loss_mask: 0.5694, decode.d3.loss_dice: 0.8841, decode.d4.loss_cls: 0.4257, decode.d4.loss_mask: 0.5710, decode.d4.loss_dice: 0.8799, decode.d5.loss_cls: 0.4246, decode.d5.loss_mask: 0.5704, decode.d5.loss_dice: 0.8768, decode.d6.loss_cls: 0.4149, decode.d6.loss_mask: 0.5708, decode.d6.loss_dice: 0.8693, decode.d7.loss_cls: 0.4208, decode.d7.loss_mask: 0.5688, decode.d7.loss_dice: 0.8767, decode.d8.loss_cls: 0.4221, decode.d8.loss_mask: 0.5699, decode.d8.loss_dice: 0.8716, loss: 21.0011 2022-04-26 15:54:14,084 - mmseg - INFO - Iter [49900/160000] lr: 9.880e-07, eta: 1 day, 9:42:47, time: 1.104, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4079, decode.loss_mask: 0.5638, decode.loss_dice: 0.8615, decode.d0.loss_cls: 2.2760, decode.d0.loss_mask: 0.6104, decode.d0.loss_dice: 0.9935, decode.d1.loss_cls: 0.5215, decode.d1.loss_mask: 0.5817, decode.d1.loss_dice: 0.9156, decode.d2.loss_cls: 0.4590, decode.d2.loss_mask: 0.5753, decode.d2.loss_dice: 0.8832, decode.d3.loss_cls: 0.4275, decode.d3.loss_mask: 0.5670, decode.d3.loss_dice: 0.8672, decode.d4.loss_cls: 0.4176, decode.d4.loss_mask: 0.5657, decode.d4.loss_dice: 0.8681, decode.d5.loss_cls: 0.4146, decode.d5.loss_mask: 0.5656, decode.d5.loss_dice: 0.8660, decode.d6.loss_cls: 0.4159, decode.d6.loss_mask: 0.5627, decode.d6.loss_dice: 0.8596, decode.d7.loss_cls: 0.4136, decode.d7.loss_mask: 0.5628, decode.d7.loss_dice: 0.8571, decode.d8.loss_cls: 0.4146, decode.d8.loss_mask: 0.5622, decode.d8.loss_dice: 0.8547, loss: 20.7118 2022-04-26 15:55:08,403 - mmseg - INFO - Iter [49950/160000] lr: 9.876e-07, eta: 1 day, 9:41:50, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4350, decode.loss_mask: 0.5592, decode.loss_dice: 0.8728, decode.d0.loss_cls: 2.3006, decode.d0.loss_mask: 0.6035, decode.d0.loss_dice: 1.0237, decode.d1.loss_cls: 0.5431, decode.d1.loss_mask: 0.5827, decode.d1.loss_dice: 0.9324, decode.d2.loss_cls: 0.4859, decode.d2.loss_mask: 0.5667, decode.d2.loss_dice: 0.8979, decode.d3.loss_cls: 0.4661, decode.d3.loss_mask: 0.5597, decode.d3.loss_dice: 0.8819, decode.d4.loss_cls: 0.4556, decode.d4.loss_mask: 0.5591, decode.d4.loss_dice: 0.8819, decode.d5.loss_cls: 0.4476, decode.d5.loss_mask: 0.5578, decode.d5.loss_dice: 0.8748, decode.d6.loss_cls: 0.4502, decode.d6.loss_mask: 0.5578, decode.d6.loss_dice: 0.8658, decode.d7.loss_cls: 0.4399, decode.d7.loss_mask: 0.5570, decode.d7.loss_dice: 0.8727, decode.d8.loss_cls: 0.4355, decode.d8.loss_mask: 0.5602, decode.d8.loss_dice: 0.8759, loss: 21.1030 2022-04-26 15:56:02,870 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 15:56:02,872 - mmseg - INFO - Iter [50000/160000] lr: 9.871e-07, eta: 1 day, 9:40:54, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4335, decode.loss_mask: 0.5802, decode.loss_dice: 0.8712, decode.d0.loss_cls: 2.3117, decode.d0.loss_mask: 0.6266, decode.d0.loss_dice: 1.0167, decode.d1.loss_cls: 0.5377, decode.d1.loss_mask: 0.5987, decode.d1.loss_dice: 0.9233, decode.d2.loss_cls: 0.4777, decode.d2.loss_mask: 0.5939, decode.d2.loss_dice: 0.8996, decode.d3.loss_cls: 0.4558, decode.d3.loss_mask: 0.5855, decode.d3.loss_dice: 0.8762, decode.d4.loss_cls: 0.4394, decode.d4.loss_mask: 0.5854, decode.d4.loss_dice: 0.8778, decode.d5.loss_cls: 0.4400, decode.d5.loss_mask: 0.5831, decode.d5.loss_dice: 0.8733, decode.d6.loss_cls: 0.4322, decode.d6.loss_mask: 0.5802, decode.d6.loss_dice: 0.8721, decode.d7.loss_cls: 0.4344, decode.d7.loss_mask: 0.5801, decode.d7.loss_dice: 0.8725, decode.d8.loss_cls: 0.4371, decode.d8.loss_mask: 0.5817, decode.d8.loss_dice: 0.8705, loss: 21.2481 2022-04-26 15:56:57,170 - mmseg - INFO - Iter [50050/160000] lr: 9.867e-07, eta: 1 day, 9:39:57, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4529, decode.loss_mask: 0.5557, decode.loss_dice: 0.8740, decode.d0.loss_cls: 2.3502, decode.d0.loss_mask: 0.5990, decode.d0.loss_dice: 1.0231, decode.d1.loss_cls: 0.5662, decode.d1.loss_mask: 0.5806, decode.d1.loss_dice: 0.9301, decode.d2.loss_cls: 0.4938, decode.d2.loss_mask: 0.5665, decode.d2.loss_dice: 0.9063, decode.d3.loss_cls: 0.4775, decode.d3.loss_mask: 0.5597, decode.d3.loss_dice: 0.8814, decode.d4.loss_cls: 0.4622, decode.d4.loss_mask: 0.5589, decode.d4.loss_dice: 0.8870, decode.d5.loss_cls: 0.4573, decode.d5.loss_mask: 0.5561, decode.d5.loss_dice: 0.8778, decode.d6.loss_cls: 0.4512, decode.d6.loss_mask: 0.5560, decode.d6.loss_dice: 0.8727, decode.d7.loss_cls: 0.4497, decode.d7.loss_mask: 0.5580, decode.d7.loss_dice: 0.8723, decode.d8.loss_cls: 0.4505, decode.d8.loss_mask: 0.5586, decode.d8.loss_dice: 0.8717, loss: 21.2574 2022-04-26 15:57:50,919 - mmseg - INFO - Iter [50100/160000] lr: 9.862e-07, eta: 1 day, 9:38:59, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4372, decode.loss_mask: 0.5746, decode.loss_dice: 0.8855, decode.d0.loss_cls: 2.3156, decode.d0.loss_mask: 0.6181, decode.d0.loss_dice: 1.0312, decode.d1.loss_cls: 0.5503, decode.d1.loss_mask: 0.5936, decode.d1.loss_dice: 0.9456, decode.d2.loss_cls: 0.4901, decode.d2.loss_mask: 0.5826, decode.d2.loss_dice: 0.9131, decode.d3.loss_cls: 0.4660, decode.d3.loss_mask: 0.5783, decode.d3.loss_dice: 0.8946, decode.d4.loss_cls: 0.4584, decode.d4.loss_mask: 0.5752, decode.d4.loss_dice: 0.8924, decode.d5.loss_cls: 0.4506, decode.d5.loss_mask: 0.5753, decode.d5.loss_dice: 0.8925, decode.d6.loss_cls: 0.4489, decode.d6.loss_mask: 0.5730, decode.d6.loss_dice: 0.8806, decode.d7.loss_cls: 0.4405, decode.d7.loss_mask: 0.5757, decode.d7.loss_dice: 0.8836, decode.d8.loss_cls: 0.4374, decode.d8.loss_mask: 0.5743, decode.d8.loss_dice: 0.8858, loss: 21.4208 2022-04-26 15:58:45,483 - mmseg - INFO - Iter [50150/160000] lr: 9.858e-07, eta: 1 day, 9:38:02, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4162, decode.loss_mask: 0.5554, decode.loss_dice: 0.8425, decode.d0.loss_cls: 2.2997, decode.d0.loss_mask: 0.6061, decode.d0.loss_dice: 0.9945, decode.d1.loss_cls: 0.5264, decode.d1.loss_mask: 0.5771, decode.d1.loss_dice: 0.8980, decode.d2.loss_cls: 0.4707, decode.d2.loss_mask: 0.5691, decode.d2.loss_dice: 0.8679, decode.d3.loss_cls: 0.4430, decode.d3.loss_mask: 0.5580, decode.d3.loss_dice: 0.8510, decode.d4.loss_cls: 0.4273, decode.d4.loss_mask: 0.5603, decode.d4.loss_dice: 0.8516, decode.d5.loss_cls: 0.4205, decode.d5.loss_mask: 0.5565, decode.d5.loss_dice: 0.8504, decode.d6.loss_cls: 0.4217, decode.d6.loss_mask: 0.5521, decode.d6.loss_dice: 0.8395, decode.d7.loss_cls: 0.4191, decode.d7.loss_mask: 0.5540, decode.d7.loss_dice: 0.8445, decode.d8.loss_cls: 0.4134, decode.d8.loss_mask: 0.5567, decode.d8.loss_dice: 0.8453, loss: 20.5884 2022-04-26 15:59:39,965 - mmseg - INFO - Iter [50200/160000] lr: 9.853e-07, eta: 1 day, 9:37:06, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4139, decode.loss_mask: 0.5569, decode.loss_dice: 0.8573, decode.d0.loss_cls: 2.2272, decode.d0.loss_mask: 0.6017, decode.d0.loss_dice: 0.9990, decode.d1.loss_cls: 0.5041, decode.d1.loss_mask: 0.5793, decode.d1.loss_dice: 0.9142, decode.d2.loss_cls: 0.4606, decode.d2.loss_mask: 0.5662, decode.d2.loss_dice: 0.8901, decode.d3.loss_cls: 0.4395, decode.d3.loss_mask: 0.5613, decode.d3.loss_dice: 0.8659, decode.d4.loss_cls: 0.4257, decode.d4.loss_mask: 0.5605, decode.d4.loss_dice: 0.8671, decode.d5.loss_cls: 0.4258, decode.d5.loss_mask: 0.5594, decode.d5.loss_dice: 0.8614, decode.d6.loss_cls: 0.4147, decode.d6.loss_mask: 0.5609, decode.d6.loss_dice: 0.8574, decode.d7.loss_cls: 0.4120, decode.d7.loss_mask: 0.5588, decode.d7.loss_dice: 0.8593, decode.d8.loss_cls: 0.4145, decode.d8.loss_mask: 0.5573, decode.d8.loss_dice: 0.8627, loss: 20.6349 2022-04-26 16:00:34,602 - mmseg - INFO - Iter [50250/160000] lr: 9.849e-07, eta: 1 day, 9:36:10, time: 1.093, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4387, decode.loss_mask: 0.5855, decode.loss_dice: 0.8658, decode.d0.loss_cls: 2.3034, decode.d0.loss_mask: 0.6437, decode.d0.loss_dice: 1.0213, decode.d1.loss_cls: 0.5480, decode.d1.loss_mask: 0.6110, decode.d1.loss_dice: 0.9224, decode.d2.loss_cls: 0.4893, decode.d2.loss_mask: 0.5948, decode.d2.loss_dice: 0.8986, decode.d3.loss_cls: 0.4690, decode.d3.loss_mask: 0.5934, decode.d3.loss_dice: 0.8772, decode.d4.loss_cls: 0.4628, decode.d4.loss_mask: 0.5911, decode.d4.loss_dice: 0.8722, decode.d5.loss_cls: 0.4522, decode.d5.loss_mask: 0.5890, decode.d5.loss_dice: 0.8689, decode.d6.loss_cls: 0.4523, decode.d6.loss_mask: 0.5851, decode.d6.loss_dice: 0.8573, decode.d7.loss_cls: 0.4569, decode.d7.loss_mask: 0.5842, decode.d7.loss_dice: 0.8623, decode.d8.loss_cls: 0.4402, decode.d8.loss_mask: 0.5857, decode.d8.loss_dice: 0.8623, loss: 21.3847 2022-04-26 16:01:28,371 - mmseg - INFO - Iter [50300/160000] lr: 9.844e-07, eta: 1 day, 9:35:12, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4239, decode.loss_mask: 0.5757, decode.loss_dice: 0.8782, decode.d0.loss_cls: 2.2643, decode.d0.loss_mask: 0.6196, decode.d0.loss_dice: 1.0274, decode.d1.loss_cls: 0.5424, decode.d1.loss_mask: 0.5955, decode.d1.loss_dice: 0.9357, decode.d2.loss_cls: 0.4778, decode.d2.loss_mask: 0.5798, decode.d2.loss_dice: 0.9012, decode.d3.loss_cls: 0.4586, decode.d3.loss_mask: 0.5754, decode.d3.loss_dice: 0.8874, decode.d4.loss_cls: 0.4401, decode.d4.loss_mask: 0.5789, decode.d4.loss_dice: 0.8841, decode.d5.loss_cls: 0.4407, decode.d5.loss_mask: 0.5772, decode.d5.loss_dice: 0.8829, decode.d6.loss_cls: 0.4289, decode.d6.loss_mask: 0.5750, decode.d6.loss_dice: 0.8779, decode.d7.loss_cls: 0.4153, decode.d7.loss_mask: 0.5753, decode.d7.loss_dice: 0.8787, decode.d8.loss_cls: 0.4287, decode.d8.loss_mask: 0.5768, decode.d8.loss_dice: 0.8751, loss: 21.1787 2022-04-26 16:02:21,617 - mmseg - INFO - Iter [50350/160000] lr: 9.840e-07, eta: 1 day, 9:34:13, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4198, decode.loss_mask: 0.5903, decode.loss_dice: 0.8682, decode.d0.loss_cls: 2.2729, decode.d0.loss_mask: 0.6423, decode.d0.loss_dice: 1.0188, decode.d1.loss_cls: 0.5253, decode.d1.loss_mask: 0.6100, decode.d1.loss_dice: 0.9196, decode.d2.loss_cls: 0.4665, decode.d2.loss_mask: 0.5999, decode.d2.loss_dice: 0.8919, decode.d3.loss_cls: 0.4305, decode.d3.loss_mask: 0.5897, decode.d3.loss_dice: 0.8643, decode.d4.loss_cls: 0.4199, decode.d4.loss_mask: 0.5910, decode.d4.loss_dice: 0.8713, decode.d5.loss_cls: 0.4146, decode.d5.loss_mask: 0.5927, decode.d5.loss_dice: 0.8741, decode.d6.loss_cls: 0.4177, decode.d6.loss_mask: 0.5904, decode.d6.loss_dice: 0.8643, decode.d7.loss_cls: 0.4119, decode.d7.loss_mask: 0.5883, decode.d7.loss_dice: 0.8600, decode.d8.loss_cls: 0.4086, decode.d8.loss_mask: 0.5914, decode.d8.loss_dice: 0.8649, loss: 21.0712 2022-04-26 16:03:15,407 - mmseg - INFO - Iter [50400/160000] lr: 9.835e-07, eta: 1 day, 9:33:15, time: 1.076, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4009, decode.loss_mask: 0.5593, decode.loss_dice: 0.8721, decode.d0.loss_cls: 2.2971, decode.d0.loss_mask: 0.6073, decode.d0.loss_dice: 1.0310, decode.d1.loss_cls: 0.5091, decode.d1.loss_mask: 0.5843, decode.d1.loss_dice: 0.9346, decode.d2.loss_cls: 0.4505, decode.d2.loss_mask: 0.5707, decode.d2.loss_dice: 0.8987, decode.d3.loss_cls: 0.4187, decode.d3.loss_mask: 0.5645, decode.d3.loss_dice: 0.8848, decode.d4.loss_cls: 0.4165, decode.d4.loss_mask: 0.5641, decode.d4.loss_dice: 0.8847, decode.d5.loss_cls: 0.4080, decode.d5.loss_mask: 0.5654, decode.d5.loss_dice: 0.8824, decode.d6.loss_cls: 0.4072, decode.d6.loss_mask: 0.5619, decode.d6.loss_dice: 0.8744, decode.d7.loss_cls: 0.4013, decode.d7.loss_mask: 0.5617, decode.d7.loss_dice: 0.8788, decode.d8.loss_cls: 0.4024, decode.d8.loss_mask: 0.5621, decode.d8.loss_dice: 0.8712, loss: 20.8256 2022-04-26 16:04:08,627 - mmseg - INFO - Iter [50450/160000] lr: 9.831e-07, eta: 1 day, 9:32:15, time: 1.064, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4044, decode.loss_mask: 0.5912, decode.loss_dice: 0.8801, decode.d0.loss_cls: 2.2397, decode.d0.loss_mask: 0.6295, decode.d0.loss_dice: 1.0000, decode.d1.loss_cls: 0.5085, decode.d1.loss_mask: 0.6042, decode.d1.loss_dice: 0.9309, decode.d2.loss_cls: 0.4554, decode.d2.loss_mask: 0.5955, decode.d2.loss_dice: 0.9021, decode.d3.loss_cls: 0.4295, decode.d3.loss_mask: 0.5891, decode.d3.loss_dice: 0.8809, decode.d4.loss_cls: 0.4132, decode.d4.loss_mask: 0.5892, decode.d4.loss_dice: 0.8828, decode.d5.loss_cls: 0.4039, decode.d5.loss_mask: 0.5892, decode.d5.loss_dice: 0.8814, decode.d6.loss_cls: 0.4103, decode.d6.loss_mask: 0.5900, decode.d6.loss_dice: 0.8748, decode.d7.loss_cls: 0.4043, decode.d7.loss_mask: 0.5898, decode.d7.loss_dice: 0.8782, decode.d8.loss_cls: 0.4026, decode.d8.loss_mask: 0.5894, decode.d8.loss_dice: 0.8784, loss: 21.0182 2022-04-26 16:05:01,738 - mmseg - INFO - Iter [50500/160000] lr: 9.826e-07, eta: 1 day, 9:31:16, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4813, decode.loss_mask: 0.5863, decode.loss_dice: 0.8921, decode.d0.loss_cls: 2.3764, decode.d0.loss_mask: 0.6419, decode.d0.loss_dice: 1.0519, decode.d1.loss_cls: 0.5969, decode.d1.loss_mask: 0.6138, decode.d1.loss_dice: 0.9562, decode.d2.loss_cls: 0.5346, decode.d2.loss_mask: 0.5951, decode.d2.loss_dice: 0.9199, decode.d3.loss_cls: 0.5059, decode.d3.loss_mask: 0.5894, decode.d3.loss_dice: 0.9033, decode.d4.loss_cls: 0.4918, decode.d4.loss_mask: 0.5886, decode.d4.loss_dice: 0.9036, decode.d5.loss_cls: 0.4843, decode.d5.loss_mask: 0.5846, decode.d5.loss_dice: 0.9017, decode.d6.loss_cls: 0.4766, decode.d6.loss_mask: 0.5832, decode.d6.loss_dice: 0.8907, decode.d7.loss_cls: 0.4803, decode.d7.loss_mask: 0.5867, decode.d7.loss_dice: 0.8964, decode.d8.loss_cls: 0.4798, decode.d8.loss_mask: 0.5875, decode.d8.loss_dice: 0.8980, loss: 22.0787 2022-04-26 16:05:57,994 - mmseg - INFO - Iter [50550/160000] lr: 9.822e-07, eta: 1 day, 9:30:23, time: 1.123, data_time: 0.066, memory: 64049, decode.loss_cls: 0.4122, decode.loss_mask: 0.5764, decode.loss_dice: 0.8599, decode.d0.loss_cls: 2.2583, decode.d0.loss_mask: 0.6287, decode.d0.loss_dice: 0.9890, decode.d1.loss_cls: 0.5021, decode.d1.loss_mask: 0.6018, decode.d1.loss_dice: 0.9215, decode.d2.loss_cls: 0.4555, decode.d2.loss_mask: 0.5911, decode.d2.loss_dice: 0.8842, decode.d3.loss_cls: 0.4244, decode.d3.loss_mask: 0.5830, decode.d3.loss_dice: 0.8665, decode.d4.loss_cls: 0.4117, decode.d4.loss_mask: 0.5815, decode.d4.loss_dice: 0.8696, decode.d5.loss_cls: 0.4088, decode.d5.loss_mask: 0.5798, decode.d5.loss_dice: 0.8657, decode.d6.loss_cls: 0.4063, decode.d6.loss_mask: 0.5786, decode.d6.loss_dice: 0.8592, decode.d7.loss_cls: 0.4080, decode.d7.loss_mask: 0.5770, decode.d7.loss_dice: 0.8636, decode.d8.loss_cls: 0.4049, decode.d8.loss_mask: 0.5768, decode.d8.loss_dice: 0.8625, loss: 20.8083 2022-04-26 16:06:50,952 - mmseg - INFO - Iter [50600/160000] lr: 9.817e-07, eta: 1 day, 9:29:24, time: 1.061, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4221, decode.loss_mask: 0.5416, decode.loss_dice: 0.8458, decode.d0.loss_cls: 2.3009, decode.d0.loss_mask: 0.5883, decode.d0.loss_dice: 1.0017, decode.d1.loss_cls: 0.5231, decode.d1.loss_mask: 0.5630, decode.d1.loss_dice: 0.9110, decode.d2.loss_cls: 0.4750, decode.d2.loss_mask: 0.5549, decode.d2.loss_dice: 0.8770, decode.d3.loss_cls: 0.4487, decode.d3.loss_mask: 0.5497, decode.d3.loss_dice: 0.8614, decode.d4.loss_cls: 0.4340, decode.d4.loss_mask: 0.5467, decode.d4.loss_dice: 0.8579, decode.d5.loss_cls: 0.4265, decode.d5.loss_mask: 0.5440, decode.d5.loss_dice: 0.8587, decode.d6.loss_cls: 0.4236, decode.d6.loss_mask: 0.5399, decode.d6.loss_dice: 0.8429, decode.d7.loss_cls: 0.4255, decode.d7.loss_mask: 0.5396, decode.d7.loss_dice: 0.8458, decode.d8.loss_cls: 0.4194, decode.d8.loss_mask: 0.5435, decode.d8.loss_dice: 0.8472, loss: 20.5594 2022-04-26 16:07:43,848 - mmseg - INFO - Iter [50650/160000] lr: 9.813e-07, eta: 1 day, 9:28:24, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3849, decode.loss_mask: 0.5472, decode.loss_dice: 0.8349, decode.d0.loss_cls: 2.2258, decode.d0.loss_mask: 0.5906, decode.d0.loss_dice: 0.9705, decode.d1.loss_cls: 0.4971, decode.d1.loss_mask: 0.5660, decode.d1.loss_dice: 0.8981, decode.d2.loss_cls: 0.4450, decode.d2.loss_mask: 0.5523, decode.d2.loss_dice: 0.8721, decode.d3.loss_cls: 0.4071, decode.d3.loss_mask: 0.5468, decode.d3.loss_dice: 0.8465, decode.d4.loss_cls: 0.4014, decode.d4.loss_mask: 0.5471, decode.d4.loss_dice: 0.8490, decode.d5.loss_cls: 0.3920, decode.d5.loss_mask: 0.5461, decode.d5.loss_dice: 0.8513, decode.d6.loss_cls: 0.3923, decode.d6.loss_mask: 0.5482, decode.d6.loss_dice: 0.8394, decode.d7.loss_cls: 0.3816, decode.d7.loss_mask: 0.5479, decode.d7.loss_dice: 0.8469, decode.d8.loss_cls: 0.3894, decode.d8.loss_mask: 0.5456, decode.d8.loss_dice: 0.8432, loss: 20.1065 2022-04-26 16:08:36,569 - mmseg - INFO - Iter [50700/160000] lr: 9.808e-07, eta: 1 day, 9:27:24, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4065, decode.loss_mask: 0.5513, decode.loss_dice: 0.8473, decode.d0.loss_cls: 2.2359, decode.d0.loss_mask: 0.5872, decode.d0.loss_dice: 0.9891, decode.d1.loss_cls: 0.5087, decode.d1.loss_mask: 0.5593, decode.d1.loss_dice: 0.9049, decode.d2.loss_cls: 0.4463, decode.d2.loss_mask: 0.5523, decode.d2.loss_dice: 0.8779, decode.d3.loss_cls: 0.4348, decode.d3.loss_mask: 0.5482, decode.d3.loss_dice: 0.8526, decode.d4.loss_cls: 0.4185, decode.d4.loss_mask: 0.5485, decode.d4.loss_dice: 0.8509, decode.d5.loss_cls: 0.4119, decode.d5.loss_mask: 0.5487, decode.d5.loss_dice: 0.8492, decode.d6.loss_cls: 0.4058, decode.d6.loss_mask: 0.5500, decode.d6.loss_dice: 0.8408, decode.d7.loss_cls: 0.4047, decode.d7.loss_mask: 0.5467, decode.d7.loss_dice: 0.8432, decode.d8.loss_cls: 0.4023, decode.d8.loss_mask: 0.5463, decode.d8.loss_dice: 0.8432, loss: 20.3130 2022-04-26 16:09:28,810 - mmseg - INFO - Iter [50750/160000] lr: 9.804e-07, eta: 1 day, 9:26:22, time: 1.045, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3734, decode.loss_mask: 0.5658, decode.loss_dice: 0.8412, decode.d0.loss_cls: 2.2395, decode.d0.loss_mask: 0.6122, decode.d0.loss_dice: 0.9771, decode.d1.loss_cls: 0.4944, decode.d1.loss_mask: 0.5825, decode.d1.loss_dice: 0.8940, decode.d2.loss_cls: 0.4374, decode.d2.loss_mask: 0.5724, decode.d2.loss_dice: 0.8654, decode.d3.loss_cls: 0.4019, decode.d3.loss_mask: 0.5684, decode.d3.loss_dice: 0.8501, decode.d4.loss_cls: 0.3899, decode.d4.loss_mask: 0.5669, decode.d4.loss_dice: 0.8515, decode.d5.loss_cls: 0.3771, decode.d5.loss_mask: 0.5694, decode.d5.loss_dice: 0.8494, decode.d6.loss_cls: 0.3798, decode.d6.loss_mask: 0.5674, decode.d6.loss_dice: 0.8400, decode.d7.loss_cls: 0.3799, decode.d7.loss_mask: 0.5686, decode.d7.loss_dice: 0.8399, decode.d8.loss_cls: 0.3792, decode.d8.loss_mask: 0.5631, decode.d8.loss_dice: 0.8430, loss: 20.2408 2022-04-26 16:10:22,435 - mmseg - INFO - Iter [50800/160000] lr: 9.799e-07, eta: 1 day, 9:25:24, time: 1.073, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4031, decode.loss_mask: 0.5542, decode.loss_dice: 0.8423, decode.d0.loss_cls: 2.2802, decode.d0.loss_mask: 0.5937, decode.d0.loss_dice: 0.9742, decode.d1.loss_cls: 0.5076, decode.d1.loss_mask: 0.5769, decode.d1.loss_dice: 0.8917, decode.d2.loss_cls: 0.4511, decode.d2.loss_mask: 0.5632, decode.d2.loss_dice: 0.8634, decode.d3.loss_cls: 0.4276, decode.d3.loss_mask: 0.5586, decode.d3.loss_dice: 0.8461, decode.d4.loss_cls: 0.4157, decode.d4.loss_mask: 0.5593, decode.d4.loss_dice: 0.8443, decode.d5.loss_cls: 0.4112, decode.d5.loss_mask: 0.5571, decode.d5.loss_dice: 0.8447, decode.d6.loss_cls: 0.4037, decode.d6.loss_mask: 0.5563, decode.d6.loss_dice: 0.8454, decode.d7.loss_cls: 0.4030, decode.d7.loss_mask: 0.5569, decode.d7.loss_dice: 0.8399, decode.d8.loss_cls: 0.4058, decode.d8.loss_mask: 0.5536, decode.d8.loss_dice: 0.8398, loss: 20.3709 2022-04-26 16:11:15,990 - mmseg - INFO - Iter [50850/160000] lr: 9.795e-07, eta: 1 day, 9:24:26, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4063, decode.loss_mask: 0.5817, decode.loss_dice: 0.8845, decode.d0.loss_cls: 2.2369, decode.d0.loss_mask: 0.6297, decode.d0.loss_dice: 1.0269, decode.d1.loss_cls: 0.5095, decode.d1.loss_mask: 0.6003, decode.d1.loss_dice: 0.9431, decode.d2.loss_cls: 0.4566, decode.d2.loss_mask: 0.5853, decode.d2.loss_dice: 0.9159, decode.d3.loss_cls: 0.4273, decode.d3.loss_mask: 0.5824, decode.d3.loss_dice: 0.8926, decode.d4.loss_cls: 0.4164, decode.d4.loss_mask: 0.5787, decode.d4.loss_dice: 0.8955, decode.d5.loss_cls: 0.4126, decode.d5.loss_mask: 0.5791, decode.d5.loss_dice: 0.8918, decode.d6.loss_cls: 0.4066, decode.d6.loss_mask: 0.5770, decode.d6.loss_dice: 0.8862, decode.d7.loss_cls: 0.4010, decode.d7.loss_mask: 0.5811, decode.d7.loss_dice: 0.8885, decode.d8.loss_cls: 0.4026, decode.d8.loss_mask: 0.5797, decode.d8.loss_dice: 0.8869, loss: 21.0628 2022-04-26 16:12:09,056 - mmseg - INFO - Iter [50900/160000] lr: 9.790e-07, eta: 1 day, 9:23:26, time: 1.061, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4500, decode.loss_mask: 0.5474, decode.loss_dice: 0.8813, decode.d0.loss_cls: 2.3750, decode.d0.loss_mask: 0.5969, decode.d0.loss_dice: 1.0304, decode.d1.loss_cls: 0.5641, decode.d1.loss_mask: 0.5676, decode.d1.loss_dice: 0.9321, decode.d2.loss_cls: 0.5020, decode.d2.loss_mask: 0.5611, decode.d2.loss_dice: 0.9018, decode.d3.loss_cls: 0.4741, decode.d3.loss_mask: 0.5545, decode.d3.loss_dice: 0.8816, decode.d4.loss_cls: 0.4549, decode.d4.loss_mask: 0.5515, decode.d4.loss_dice: 0.8829, decode.d5.loss_cls: 0.4532, decode.d5.loss_mask: 0.5507, decode.d5.loss_dice: 0.8853, decode.d6.loss_cls: 0.4533, decode.d6.loss_mask: 0.5501, decode.d6.loss_dice: 0.8775, decode.d7.loss_cls: 0.4475, decode.d7.loss_mask: 0.5476, decode.d7.loss_dice: 0.8787, decode.d8.loss_cls: 0.4468, decode.d8.loss_mask: 0.5467, decode.d8.loss_dice: 0.8779, loss: 21.2246 2022-04-26 16:13:02,248 - mmseg - INFO - Iter [50950/160000] lr: 9.786e-07, eta: 1 day, 9:22:27, time: 1.064, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4152, decode.loss_mask: 0.5628, decode.loss_dice: 0.8748, decode.d0.loss_cls: 2.2808, decode.d0.loss_mask: 0.6121, decode.d0.loss_dice: 1.0292, decode.d1.loss_cls: 0.5366, decode.d1.loss_mask: 0.5852, decode.d1.loss_dice: 0.9378, decode.d2.loss_cls: 0.4587, decode.d2.loss_mask: 0.5725, decode.d2.loss_dice: 0.9116, decode.d3.loss_cls: 0.4358, decode.d3.loss_mask: 0.5644, decode.d3.loss_dice: 0.8918, decode.d4.loss_cls: 0.4305, decode.d4.loss_mask: 0.5637, decode.d4.loss_dice: 0.8873, decode.d5.loss_cls: 0.4201, decode.d5.loss_mask: 0.5659, decode.d5.loss_dice: 0.8836, decode.d6.loss_cls: 0.4133, decode.d6.loss_mask: 0.5623, decode.d6.loss_dice: 0.8798, decode.d7.loss_cls: 0.4061, decode.d7.loss_mask: 0.5643, decode.d7.loss_dice: 0.8829, decode.d8.loss_cls: 0.4119, decode.d8.loss_mask: 0.5626, decode.d8.loss_dice: 0.8816, loss: 20.9851 2022-04-26 16:13:54,655 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 16:13:54,657 - mmseg - INFO - Iter [51000/160000] lr: 9.781e-07, eta: 1 day, 9:21:26, time: 1.048, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4286, decode.loss_mask: 0.5542, decode.loss_dice: 0.8480, decode.d0.loss_cls: 2.2834, decode.d0.loss_mask: 0.6049, decode.d0.loss_dice: 0.9913, decode.d1.loss_cls: 0.5199, decode.d1.loss_mask: 0.5813, decode.d1.loss_dice: 0.9080, decode.d2.loss_cls: 0.4662, decode.d2.loss_mask: 0.5666, decode.d2.loss_dice: 0.8745, decode.d3.loss_cls: 0.4534, decode.d3.loss_mask: 0.5567, decode.d3.loss_dice: 0.8599, decode.d4.loss_cls: 0.4446, decode.d4.loss_mask: 0.5543, decode.d4.loss_dice: 0.8567, decode.d5.loss_cls: 0.4331, decode.d5.loss_mask: 0.5553, decode.d5.loss_dice: 0.8576, decode.d6.loss_cls: 0.4223, decode.d6.loss_mask: 0.5516, decode.d6.loss_dice: 0.8530, decode.d7.loss_cls: 0.4243, decode.d7.loss_mask: 0.5518, decode.d7.loss_dice: 0.8481, decode.d8.loss_cls: 0.4267, decode.d8.loss_mask: 0.5541, decode.d8.loss_dice: 0.8492, loss: 20.6796 2022-04-26 16:14:47,168 - mmseg - INFO - Iter [51050/160000] lr: 9.777e-07, eta: 1 day, 9:20:26, time: 1.050, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4094, decode.loss_mask: 0.5713, decode.loss_dice: 0.8590, decode.d0.loss_cls: 2.2510, decode.d0.loss_mask: 0.6146, decode.d0.loss_dice: 0.9943, decode.d1.loss_cls: 0.5074, decode.d1.loss_mask: 0.5856, decode.d1.loss_dice: 0.9189, decode.d2.loss_cls: 0.4540, decode.d2.loss_mask: 0.5819, decode.d2.loss_dice: 0.8852, decode.d3.loss_cls: 0.4235, decode.d3.loss_mask: 0.5742, decode.d3.loss_dice: 0.8707, decode.d4.loss_cls: 0.4156, decode.d4.loss_mask: 0.5744, decode.d4.loss_dice: 0.8717, decode.d5.loss_cls: 0.4142, decode.d5.loss_mask: 0.5729, decode.d5.loss_dice: 0.8669, decode.d6.loss_cls: 0.4048, decode.d6.loss_mask: 0.5723, decode.d6.loss_dice: 0.8600, decode.d7.loss_cls: 0.4129, decode.d7.loss_mask: 0.5710, decode.d7.loss_dice: 0.8615, decode.d8.loss_cls: 0.4051, decode.d8.loss_mask: 0.5736, decode.d8.loss_dice: 0.8634, loss: 20.7412 2022-04-26 16:15:40,868 - mmseg - INFO - Iter [51100/160000] lr: 9.772e-07, eta: 1 day, 9:19:28, time: 1.074, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4107, decode.loss_mask: 0.5667, decode.loss_dice: 0.8437, decode.d0.loss_cls: 2.2749, decode.d0.loss_mask: 0.6202, decode.d0.loss_dice: 0.9897, decode.d1.loss_cls: 0.5282, decode.d1.loss_mask: 0.5903, decode.d1.loss_dice: 0.8988, decode.d2.loss_cls: 0.4661, decode.d2.loss_mask: 0.5758, decode.d2.loss_dice: 0.8675, decode.d3.loss_cls: 0.4388, decode.d3.loss_mask: 0.5714, decode.d3.loss_dice: 0.8499, decode.d4.loss_cls: 0.4281, decode.d4.loss_mask: 0.5729, decode.d4.loss_dice: 0.8571, decode.d5.loss_cls: 0.4232, decode.d5.loss_mask: 0.5693, decode.d5.loss_dice: 0.8501, decode.d6.loss_cls: 0.4143, decode.d6.loss_mask: 0.5684, decode.d6.loss_dice: 0.8379, decode.d7.loss_cls: 0.4144, decode.d7.loss_mask: 0.5685, decode.d7.loss_dice: 0.8437, decode.d8.loss_cls: 0.4092, decode.d8.loss_mask: 0.5664, decode.d8.loss_dice: 0.8468, loss: 20.6628 2022-04-26 16:16:33,123 - mmseg - INFO - Iter [51150/160000] lr: 9.768e-07, eta: 1 day, 9:18:26, time: 1.045, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4079, decode.loss_mask: 0.5763, decode.loss_dice: 0.8821, decode.d0.loss_cls: 2.2344, decode.d0.loss_mask: 0.6243, decode.d0.loss_dice: 1.0200, decode.d1.loss_cls: 0.5167, decode.d1.loss_mask: 0.5968, decode.d1.loss_dice: 0.9419, decode.d2.loss_cls: 0.4669, decode.d2.loss_mask: 0.5877, decode.d2.loss_dice: 0.9129, decode.d3.loss_cls: 0.4355, decode.d3.loss_mask: 0.5820, decode.d3.loss_dice: 0.8866, decode.d4.loss_cls: 0.4304, decode.d4.loss_mask: 0.5783, decode.d4.loss_dice: 0.8909, decode.d5.loss_cls: 0.4122, decode.d5.loss_mask: 0.5817, decode.d5.loss_dice: 0.8921, decode.d6.loss_cls: 0.4109, decode.d6.loss_mask: 0.5808, decode.d6.loss_dice: 0.8847, decode.d7.loss_cls: 0.4114, decode.d7.loss_mask: 0.5801, decode.d7.loss_dice: 0.8880, decode.d8.loss_cls: 0.4043, decode.d8.loss_mask: 0.5792, decode.d8.loss_dice: 0.8897, loss: 21.0869 2022-04-26 16:17:26,047 - mmseg - INFO - Iter [51200/160000] lr: 9.764e-07, eta: 1 day, 9:17:27, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4371, decode.loss_mask: 0.5920, decode.loss_dice: 0.8790, decode.d0.loss_cls: 2.2783, decode.d0.loss_mask: 0.6400, decode.d0.loss_dice: 1.0202, decode.d1.loss_cls: 0.5484, decode.d1.loss_mask: 0.6118, decode.d1.loss_dice: 0.9323, decode.d2.loss_cls: 0.4991, decode.d2.loss_mask: 0.5992, decode.d2.loss_dice: 0.9028, decode.d3.loss_cls: 0.4724, decode.d3.loss_mask: 0.5905, decode.d3.loss_dice: 0.8861, decode.d4.loss_cls: 0.4552, decode.d4.loss_mask: 0.5909, decode.d4.loss_dice: 0.8849, decode.d5.loss_cls: 0.4423, decode.d5.loss_mask: 0.5905, decode.d5.loss_dice: 0.8829, decode.d6.loss_cls: 0.4436, decode.d6.loss_mask: 0.5903, decode.d6.loss_dice: 0.8723, decode.d7.loss_cls: 0.4420, decode.d7.loss_mask: 0.5901, decode.d7.loss_dice: 0.8753, decode.d8.loss_cls: 0.4323, decode.d8.loss_mask: 0.5903, decode.d8.loss_dice: 0.8753, loss: 21.4472 2022-04-26 16:18:19,987 - mmseg - INFO - Iter [51250/160000] lr: 9.759e-07, eta: 1 day, 9:16:29, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4011, decode.loss_mask: 0.5738, decode.loss_dice: 0.8496, decode.d0.loss_cls: 2.2853, decode.d0.loss_mask: 0.6165, decode.d0.loss_dice: 0.9880, decode.d1.loss_cls: 0.5101, decode.d1.loss_mask: 0.5931, decode.d1.loss_dice: 0.9007, decode.d2.loss_cls: 0.4560, decode.d2.loss_mask: 0.5815, decode.d2.loss_dice: 0.8777, decode.d3.loss_cls: 0.4350, decode.d3.loss_mask: 0.5811, decode.d3.loss_dice: 0.8564, decode.d4.loss_cls: 0.4210, decode.d4.loss_mask: 0.5759, decode.d4.loss_dice: 0.8609, decode.d5.loss_cls: 0.4106, decode.d5.loss_mask: 0.5721, decode.d5.loss_dice: 0.8587, decode.d6.loss_cls: 0.4082, decode.d6.loss_mask: 0.5715, decode.d6.loss_dice: 0.8516, decode.d7.loss_cls: 0.4027, decode.d7.loss_mask: 0.5735, decode.d7.loss_dice: 0.8526, decode.d8.loss_cls: 0.4037, decode.d8.loss_mask: 0.5722, decode.d8.loss_dice: 0.8500, loss: 20.6912 2022-04-26 16:19:13,623 - mmseg - INFO - Iter [51300/160000] lr: 9.755e-07, eta: 1 day, 9:15:31, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4155, decode.loss_mask: 0.5552, decode.loss_dice: 0.8488, decode.d0.loss_cls: 2.2682, decode.d0.loss_mask: 0.6049, decode.d0.loss_dice: 0.9957, decode.d1.loss_cls: 0.5374, decode.d1.loss_mask: 0.5795, decode.d1.loss_dice: 0.9083, decode.d2.loss_cls: 0.4722, decode.d2.loss_mask: 0.5664, decode.d2.loss_dice: 0.8821, decode.d3.loss_cls: 0.4565, decode.d3.loss_mask: 0.5577, decode.d3.loss_dice: 0.8588, decode.d4.loss_cls: 0.4455, decode.d4.loss_mask: 0.5556, decode.d4.loss_dice: 0.8577, decode.d5.loss_cls: 0.4314, decode.d5.loss_mask: 0.5572, decode.d5.loss_dice: 0.8567, decode.d6.loss_cls: 0.4203, decode.d6.loss_mask: 0.5584, decode.d6.loss_dice: 0.8551, decode.d7.loss_cls: 0.4113, decode.d7.loss_mask: 0.5574, decode.d7.loss_dice: 0.8496, decode.d8.loss_cls: 0.4129, decode.d8.loss_mask: 0.5566, decode.d8.loss_dice: 0.8518, loss: 20.6848 2022-04-26 16:20:07,581 - mmseg - INFO - Iter [51350/160000] lr: 9.750e-07, eta: 1 day, 9:14:34, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4257, decode.loss_mask: 0.5448, decode.loss_dice: 0.8615, decode.d0.loss_cls: 2.2987, decode.d0.loss_mask: 0.5981, decode.d0.loss_dice: 1.0054, decode.d1.loss_cls: 0.5422, decode.d1.loss_mask: 0.5721, decode.d1.loss_dice: 0.9260, decode.d2.loss_cls: 0.4774, decode.d2.loss_mask: 0.5559, decode.d2.loss_dice: 0.8880, decode.d3.loss_cls: 0.4521, decode.d3.loss_mask: 0.5476, decode.d3.loss_dice: 0.8663, decode.d4.loss_cls: 0.4439, decode.d4.loss_mask: 0.5489, decode.d4.loss_dice: 0.8731, decode.d5.loss_cls: 0.4345, decode.d5.loss_mask: 0.5488, decode.d5.loss_dice: 0.8682, decode.d6.loss_cls: 0.4293, decode.d6.loss_mask: 0.5466, decode.d6.loss_dice: 0.8629, decode.d7.loss_cls: 0.4306, decode.d7.loss_mask: 0.5419, decode.d7.loss_dice: 0.8596, decode.d8.loss_cls: 0.4223, decode.d8.loss_mask: 0.5463, decode.d8.loss_dice: 0.8623, loss: 20.7809 2022-04-26 16:21:00,438 - mmseg - INFO - Iter [51400/160000] lr: 9.746e-07, eta: 1 day, 9:13:34, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4302, decode.loss_mask: 0.5740, decode.loss_dice: 0.8477, decode.d0.loss_cls: 2.2746, decode.d0.loss_mask: 0.6242, decode.d0.loss_dice: 0.9974, decode.d1.loss_cls: 0.5282, decode.d1.loss_mask: 0.5985, decode.d1.loss_dice: 0.9091, decode.d2.loss_cls: 0.4766, decode.d2.loss_mask: 0.5786, decode.d2.loss_dice: 0.8719, decode.d3.loss_cls: 0.4548, decode.d3.loss_mask: 0.5765, decode.d3.loss_dice: 0.8568, decode.d4.loss_cls: 0.4405, decode.d4.loss_mask: 0.5755, decode.d4.loss_dice: 0.8589, decode.d5.loss_cls: 0.4350, decode.d5.loss_mask: 0.5735, decode.d5.loss_dice: 0.8559, decode.d6.loss_cls: 0.4313, decode.d6.loss_mask: 0.5745, decode.d6.loss_dice: 0.8465, decode.d7.loss_cls: 0.4257, decode.d7.loss_mask: 0.5737, decode.d7.loss_dice: 0.8484, decode.d8.loss_cls: 0.4235, decode.d8.loss_mask: 0.5749, decode.d8.loss_dice: 0.8466, loss: 20.8834 2022-04-26 16:21:52,546 - mmseg - INFO - Iter [51450/160000] lr: 9.741e-07, eta: 1 day, 9:12:33, time: 1.042, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4125, decode.loss_mask: 0.5457, decode.loss_dice: 0.8581, decode.d0.loss_cls: 2.2349, decode.d0.loss_mask: 0.5953, decode.d0.loss_dice: 0.9949, decode.d1.loss_cls: 0.5186, decode.d1.loss_mask: 0.5674, decode.d1.loss_dice: 0.9096, decode.d2.loss_cls: 0.4666, decode.d2.loss_mask: 0.5538, decode.d2.loss_dice: 0.8736, decode.d3.loss_cls: 0.4352, decode.d3.loss_mask: 0.5508, decode.d3.loss_dice: 0.8563, decode.d4.loss_cls: 0.4327, decode.d4.loss_mask: 0.5486, decode.d4.loss_dice: 0.8593, decode.d5.loss_cls: 0.4246, decode.d5.loss_mask: 0.5481, decode.d5.loss_dice: 0.8584, decode.d6.loss_cls: 0.4183, decode.d6.loss_mask: 0.5478, decode.d6.loss_dice: 0.8536, decode.d7.loss_cls: 0.4142, decode.d7.loss_mask: 0.5495, decode.d7.loss_dice: 0.8563, decode.d8.loss_cls: 0.4196, decode.d8.loss_mask: 0.5477, decode.d8.loss_dice: 0.8543, loss: 20.5064 2022-04-26 16:22:45,722 - mmseg - INFO - Iter [51500/160000] lr: 9.737e-07, eta: 1 day, 9:11:34, time: 1.063, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4015, decode.loss_mask: 0.5704, decode.loss_dice: 0.8610, decode.d0.loss_cls: 2.2769, decode.d0.loss_mask: 0.6157, decode.d0.loss_dice: 1.0115, decode.d1.loss_cls: 0.5016, decode.d1.loss_mask: 0.5877, decode.d1.loss_dice: 0.9165, decode.d2.loss_cls: 0.4543, decode.d2.loss_mask: 0.5749, decode.d2.loss_dice: 0.8943, decode.d3.loss_cls: 0.4338, decode.d3.loss_mask: 0.5698, decode.d3.loss_dice: 0.8694, decode.d4.loss_cls: 0.4254, decode.d4.loss_mask: 0.5689, decode.d4.loss_dice: 0.8680, decode.d5.loss_cls: 0.4134, decode.d5.loss_mask: 0.5712, decode.d5.loss_dice: 0.8677, decode.d6.loss_cls: 0.4072, decode.d6.loss_mask: 0.5705, decode.d6.loss_dice: 0.8647, decode.d7.loss_cls: 0.4077, decode.d7.loss_mask: 0.5684, decode.d7.loss_dice: 0.8605, decode.d8.loss_cls: 0.4022, decode.d8.loss_mask: 0.5693, decode.d8.loss_dice: 0.8650, loss: 20.7692 2022-04-26 16:23:38,259 - mmseg - INFO - Iter [51550/160000] lr: 9.732e-07, eta: 1 day, 9:10:33, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4197, decode.loss_mask: 0.5673, decode.loss_dice: 0.8636, decode.d0.loss_cls: 2.2811, decode.d0.loss_mask: 0.6138, decode.d0.loss_dice: 1.0070, decode.d1.loss_cls: 0.5074, decode.d1.loss_mask: 0.5865, decode.d1.loss_dice: 0.9225, decode.d2.loss_cls: 0.4528, decode.d2.loss_mask: 0.5750, decode.d2.loss_dice: 0.8910, decode.d3.loss_cls: 0.4390, decode.d3.loss_mask: 0.5682, decode.d3.loss_dice: 0.8670, decode.d4.loss_cls: 0.4293, decode.d4.loss_mask: 0.5693, decode.d4.loss_dice: 0.8695, decode.d5.loss_cls: 0.4192, decode.d5.loss_mask: 0.5694, decode.d5.loss_dice: 0.8695, decode.d6.loss_cls: 0.4217, decode.d6.loss_mask: 0.5653, decode.d6.loss_dice: 0.8667, decode.d7.loss_cls: 0.4160, decode.d7.loss_mask: 0.5650, decode.d7.loss_dice: 0.8680, decode.d8.loss_cls: 0.4165, decode.d8.loss_mask: 0.5653, decode.d8.loss_dice: 0.8636, loss: 20.8360 2022-04-26 16:24:30,223 - mmseg - INFO - Iter [51600/160000] lr: 9.728e-07, eta: 1 day, 9:09:32, time: 1.039, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4044, decode.loss_mask: 0.5828, decode.loss_dice: 0.8944, decode.d0.loss_cls: 2.2833, decode.d0.loss_mask: 0.6384, decode.d0.loss_dice: 1.0377, decode.d1.loss_cls: 0.5241, decode.d1.loss_mask: 0.6126, decode.d1.loss_dice: 0.9474, decode.d2.loss_cls: 0.4710, decode.d2.loss_mask: 0.5970, decode.d2.loss_dice: 0.9137, decode.d3.loss_cls: 0.4392, decode.d3.loss_mask: 0.5854, decode.d3.loss_dice: 0.8963, decode.d4.loss_cls: 0.4269, decode.d4.loss_mask: 0.5857, decode.d4.loss_dice: 0.8988, decode.d5.loss_cls: 0.4075, decode.d5.loss_mask: 0.5840, decode.d5.loss_dice: 0.8988, decode.d6.loss_cls: 0.4071, decode.d6.loss_mask: 0.5831, decode.d6.loss_dice: 0.8909, decode.d7.loss_cls: 0.4081, decode.d7.loss_mask: 0.5832, decode.d7.loss_dice: 0.8916, decode.d8.loss_cls: 0.4048, decode.d8.loss_mask: 0.5856, decode.d8.loss_dice: 0.8905, loss: 21.2742 2022-04-26 16:25:22,399 - mmseg - INFO - Iter [51650/160000] lr: 9.723e-07, eta: 1 day, 9:08:31, time: 1.043, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4136, decode.loss_mask: 0.5592, decode.loss_dice: 0.8627, decode.d0.loss_cls: 2.2610, decode.d0.loss_mask: 0.6025, decode.d0.loss_dice: 1.0016, decode.d1.loss_cls: 0.5329, decode.d1.loss_mask: 0.5751, decode.d1.loss_dice: 0.9062, decode.d2.loss_cls: 0.4615, decode.d2.loss_mask: 0.5701, decode.d2.loss_dice: 0.8853, decode.d3.loss_cls: 0.4380, decode.d3.loss_mask: 0.5613, decode.d3.loss_dice: 0.8751, decode.d4.loss_cls: 0.4318, decode.d4.loss_mask: 0.5626, decode.d4.loss_dice: 0.8762, decode.d5.loss_cls: 0.4246, decode.d5.loss_mask: 0.5616, decode.d5.loss_dice: 0.8693, decode.d6.loss_cls: 0.4145, decode.d6.loss_mask: 0.5572, decode.d6.loss_dice: 0.8599, decode.d7.loss_cls: 0.4108, decode.d7.loss_mask: 0.5577, decode.d7.loss_dice: 0.8639, decode.d8.loss_cls: 0.4099, decode.d8.loss_mask: 0.5597, decode.d8.loss_dice: 0.8634, loss: 20.7291 2022-04-26 16:26:17,186 - mmseg - INFO - Iter [51700/160000] lr: 9.719e-07, eta: 1 day, 9:07:35, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4392, decode.loss_mask: 0.5836, decode.loss_dice: 0.8616, decode.d0.loss_cls: 2.2403, decode.d0.loss_mask: 0.6340, decode.d0.loss_dice: 1.0140, decode.d1.loss_cls: 0.5419, decode.d1.loss_mask: 0.6072, decode.d1.loss_dice: 0.9300, decode.d2.loss_cls: 0.4779, decode.d2.loss_mask: 0.5962, decode.d2.loss_dice: 0.9003, decode.d3.loss_cls: 0.4600, decode.d3.loss_mask: 0.5863, decode.d3.loss_dice: 0.8777, decode.d4.loss_cls: 0.4532, decode.d4.loss_mask: 0.5874, decode.d4.loss_dice: 0.8804, decode.d5.loss_cls: 0.4477, decode.d5.loss_mask: 0.5833, decode.d5.loss_dice: 0.8695, decode.d6.loss_cls: 0.4448, decode.d6.loss_mask: 0.5833, decode.d6.loss_dice: 0.8640, decode.d7.loss_cls: 0.4395, decode.d7.loss_mask: 0.5862, decode.d7.loss_dice: 0.8658, decode.d8.loss_cls: 0.4409, decode.d8.loss_mask: 0.5845, decode.d8.loss_dice: 0.8625, loss: 21.2431 2022-04-26 16:27:12,230 - mmseg - INFO - Iter [51750/160000] lr: 9.714e-07, eta: 1 day, 9:06:40, time: 1.101, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4060, decode.loss_mask: 0.5681, decode.loss_dice: 0.8552, decode.d0.loss_cls: 2.2268, decode.d0.loss_mask: 0.6187, decode.d0.loss_dice: 0.9944, decode.d1.loss_cls: 0.5020, decode.d1.loss_mask: 0.5913, decode.d1.loss_dice: 0.9129, decode.d2.loss_cls: 0.4473, decode.d2.loss_mask: 0.5801, decode.d2.loss_dice: 0.8775, decode.d3.loss_cls: 0.4351, decode.d3.loss_mask: 0.5758, decode.d3.loss_dice: 0.8654, decode.d4.loss_cls: 0.4150, decode.d4.loss_mask: 0.5726, decode.d4.loss_dice: 0.8599, decode.d5.loss_cls: 0.4087, decode.d5.loss_mask: 0.5702, decode.d5.loss_dice: 0.8637, decode.d6.loss_cls: 0.4026, decode.d6.loss_mask: 0.5716, decode.d6.loss_dice: 0.8551, decode.d7.loss_cls: 0.4054, decode.d7.loss_mask: 0.5687, decode.d7.loss_dice: 0.8549, decode.d8.loss_cls: 0.4071, decode.d8.loss_mask: 0.5719, decode.d8.loss_dice: 0.8580, loss: 20.6423 2022-04-26 16:28:09,727 - mmseg - INFO - Iter [51800/160000] lr: 9.710e-07, eta: 1 day, 9:05:50, time: 1.150, data_time: 0.067, memory: 64049, decode.loss_cls: 0.4306, decode.loss_mask: 0.5712, decode.loss_dice: 0.8692, decode.d0.loss_cls: 2.3031, decode.d0.loss_mask: 0.6172, decode.d0.loss_dice: 1.0106, decode.d1.loss_cls: 0.5310, decode.d1.loss_mask: 0.5964, decode.d1.loss_dice: 0.9368, decode.d2.loss_cls: 0.4751, decode.d2.loss_mask: 0.5809, decode.d2.loss_dice: 0.9002, decode.d3.loss_cls: 0.4543, decode.d3.loss_mask: 0.5730, decode.d3.loss_dice: 0.8799, decode.d4.loss_cls: 0.4428, decode.d4.loss_mask: 0.5748, decode.d4.loss_dice: 0.8837, decode.d5.loss_cls: 0.4376, decode.d5.loss_mask: 0.5700, decode.d5.loss_dice: 0.8814, decode.d6.loss_cls: 0.4325, decode.d6.loss_mask: 0.5709, decode.d6.loss_dice: 0.8741, decode.d7.loss_cls: 0.4345, decode.d7.loss_mask: 0.5695, decode.d7.loss_dice: 0.8757, decode.d8.loss_cls: 0.4367, decode.d8.loss_mask: 0.5675, decode.d8.loss_dice: 0.8731, loss: 21.1541 2022-04-26 16:29:03,484 - mmseg - INFO - Iter [51850/160000] lr: 9.705e-07, eta: 1 day, 9:04:52, time: 1.075, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3992, decode.loss_mask: 0.5577, decode.loss_dice: 0.8625, decode.d0.loss_cls: 2.2231, decode.d0.loss_mask: 0.5994, decode.d0.loss_dice: 0.9973, decode.d1.loss_cls: 0.5114, decode.d1.loss_mask: 0.5770, decode.d1.loss_dice: 0.9224, decode.d2.loss_cls: 0.4393, decode.d2.loss_mask: 0.5638, decode.d2.loss_dice: 0.8841, decode.d3.loss_cls: 0.4116, decode.d3.loss_mask: 0.5619, decode.d3.loss_dice: 0.8657, decode.d4.loss_cls: 0.4025, decode.d4.loss_mask: 0.5620, decode.d4.loss_dice: 0.8712, decode.d5.loss_cls: 0.3984, decode.d5.loss_mask: 0.5575, decode.d5.loss_dice: 0.8696, decode.d6.loss_cls: 0.3964, decode.d6.loss_mask: 0.5595, decode.d6.loss_dice: 0.8632, decode.d7.loss_cls: 0.3945, decode.d7.loss_mask: 0.5572, decode.d7.loss_dice: 0.8628, decode.d8.loss_cls: 0.4005, decode.d8.loss_mask: 0.5556, decode.d8.loss_dice: 0.8592, loss: 20.4861 2022-04-26 16:29:56,700 - mmseg - INFO - Iter [51900/160000] lr: 9.701e-07, eta: 1 day, 9:03:53, time: 1.064, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4247, decode.loss_mask: 0.5804, decode.loss_dice: 0.8896, decode.d0.loss_cls: 2.2759, decode.d0.loss_mask: 0.6253, decode.d0.loss_dice: 1.0216, decode.d1.loss_cls: 0.5322, decode.d1.loss_mask: 0.6023, decode.d1.loss_dice: 0.9455, decode.d2.loss_cls: 0.4708, decode.d2.loss_mask: 0.5900, decode.d2.loss_dice: 0.9101, decode.d3.loss_cls: 0.4540, decode.d3.loss_mask: 0.5819, decode.d3.loss_dice: 0.8905, decode.d4.loss_cls: 0.4402, decode.d4.loss_mask: 0.5822, decode.d4.loss_dice: 0.8977, decode.d5.loss_cls: 0.4315, decode.d5.loss_mask: 0.5823, decode.d5.loss_dice: 0.8933, decode.d6.loss_cls: 0.4215, decode.d6.loss_mask: 0.5781, decode.d6.loss_dice: 0.8853, decode.d7.loss_cls: 0.4246, decode.d7.loss_mask: 0.5800, decode.d7.loss_dice: 0.8862, decode.d8.loss_cls: 0.4192, decode.d8.loss_mask: 0.5808, decode.d8.loss_dice: 0.8838, loss: 21.2813 2022-04-26 16:30:50,254 - mmseg - INFO - Iter [51950/160000] lr: 9.696e-07, eta: 1 day, 9:02:55, time: 1.071, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4022, decode.loss_mask: 0.5710, decode.loss_dice: 0.8467, decode.d0.loss_cls: 2.2381, decode.d0.loss_mask: 0.6175, decode.d0.loss_dice: 0.9868, decode.d1.loss_cls: 0.5254, decode.d1.loss_mask: 0.5911, decode.d1.loss_dice: 0.8979, decode.d2.loss_cls: 0.4570, decode.d2.loss_mask: 0.5820, decode.d2.loss_dice: 0.8684, decode.d3.loss_cls: 0.4340, decode.d3.loss_mask: 0.5782, decode.d3.loss_dice: 0.8567, decode.d4.loss_cls: 0.4166, decode.d4.loss_mask: 0.5776, decode.d4.loss_dice: 0.8537, decode.d5.loss_cls: 0.4136, decode.d5.loss_mask: 0.5739, decode.d5.loss_dice: 0.8509, decode.d6.loss_cls: 0.4024, decode.d6.loss_mask: 0.5730, decode.d6.loss_dice: 0.8419, decode.d7.loss_cls: 0.4019, decode.d7.loss_mask: 0.5709, decode.d7.loss_dice: 0.8463, decode.d8.loss_cls: 0.3990, decode.d8.loss_mask: 0.5725, decode.d8.loss_dice: 0.8451, loss: 20.5926 2022-04-26 16:31:43,659 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 16:31:43,669 - mmseg - INFO - Iter [52000/160000] lr: 9.692e-07, eta: 1 day, 9:01:57, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3830, decode.loss_mask: 0.5629, decode.loss_dice: 0.8377, decode.d0.loss_cls: 2.1862, decode.d0.loss_mask: 0.6120, decode.d0.loss_dice: 0.9792, decode.d1.loss_cls: 0.4876, decode.d1.loss_mask: 0.5806, decode.d1.loss_dice: 0.8917, decode.d2.loss_cls: 0.4258, decode.d2.loss_mask: 0.5724, decode.d2.loss_dice: 0.8632, decode.d3.loss_cls: 0.4014, decode.d3.loss_mask: 0.5655, decode.d3.loss_dice: 0.8483, decode.d4.loss_cls: 0.3927, decode.d4.loss_mask: 0.5648, decode.d4.loss_dice: 0.8506, decode.d5.loss_cls: 0.3878, decode.d5.loss_mask: 0.5657, decode.d5.loss_dice: 0.8403, decode.d6.loss_cls: 0.3805, decode.d6.loss_mask: 0.5637, decode.d6.loss_dice: 0.8369, decode.d7.loss_cls: 0.3824, decode.d7.loss_mask: 0.5632, decode.d7.loss_dice: 0.8440, decode.d8.loss_cls: 0.3749, decode.d8.loss_mask: 0.5640, decode.d8.loss_dice: 0.8381, loss: 20.1472 2022-04-26 16:32:37,593 - mmseg - INFO - Iter [52050/160000] lr: 9.687e-07, eta: 1 day, 9:00:59, time: 1.079, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4300, decode.loss_mask: 0.5732, decode.loss_dice: 0.8918, decode.d0.loss_cls: 2.2819, decode.d0.loss_mask: 0.6221, decode.d0.loss_dice: 1.0508, decode.d1.loss_cls: 0.5252, decode.d1.loss_mask: 0.5912, decode.d1.loss_dice: 0.9509, decode.d2.loss_cls: 0.4792, decode.d2.loss_mask: 0.5797, decode.d2.loss_dice: 0.9189, decode.d3.loss_cls: 0.4571, decode.d3.loss_mask: 0.5709, decode.d3.loss_dice: 0.8987, decode.d4.loss_cls: 0.4426, decode.d4.loss_mask: 0.5718, decode.d4.loss_dice: 0.8938, decode.d5.loss_cls: 0.4341, decode.d5.loss_mask: 0.5741, decode.d5.loss_dice: 0.8941, decode.d6.loss_cls: 0.4319, decode.d6.loss_mask: 0.5716, decode.d6.loss_dice: 0.8933, decode.d7.loss_cls: 0.4286, decode.d7.loss_mask: 0.5736, decode.d7.loss_dice: 0.8907, decode.d8.loss_cls: 0.4323, decode.d8.loss_mask: 0.5734, decode.d8.loss_dice: 0.8900, loss: 21.3174 2022-04-26 16:33:31,425 - mmseg - INFO - Iter [52100/160000] lr: 9.683e-07, eta: 1 day, 9:00:02, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4173, decode.loss_mask: 0.5852, decode.loss_dice: 0.8660, decode.d0.loss_cls: 2.2399, decode.d0.loss_mask: 0.6352, decode.d0.loss_dice: 1.0170, decode.d1.loss_cls: 0.5294, decode.d1.loss_mask: 0.6059, decode.d1.loss_dice: 0.9166, decode.d2.loss_cls: 0.4754, decode.d2.loss_mask: 0.5893, decode.d2.loss_dice: 0.8865, decode.d3.loss_cls: 0.4424, decode.d3.loss_mask: 0.5892, decode.d3.loss_dice: 0.8729, decode.d4.loss_cls: 0.4272, decode.d4.loss_mask: 0.5895, decode.d4.loss_dice: 0.8733, decode.d5.loss_cls: 0.4285, decode.d5.loss_mask: 0.5876, decode.d5.loss_dice: 0.8683, decode.d6.loss_cls: 0.4185, decode.d6.loss_mask: 0.5840, decode.d6.loss_dice: 0.8668, decode.d7.loss_cls: 0.4149, decode.d7.loss_mask: 0.5860, decode.d7.loss_dice: 0.8653, decode.d8.loss_cls: 0.4150, decode.d8.loss_mask: 0.5850, decode.d8.loss_dice: 0.8661, loss: 21.0441 2022-04-26 16:34:24,872 - mmseg - INFO - Iter [52150/160000] lr: 9.678e-07, eta: 1 day, 8:59:03, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4184, decode.loss_mask: 0.5755, decode.loss_dice: 0.8588, decode.d0.loss_cls: 2.2580, decode.d0.loss_mask: 0.6182, decode.d0.loss_dice: 1.0007, decode.d1.loss_cls: 0.5302, decode.d1.loss_mask: 0.5942, decode.d1.loss_dice: 0.9043, decode.d2.loss_cls: 0.4778, decode.d2.loss_mask: 0.5817, decode.d2.loss_dice: 0.8803, decode.d3.loss_cls: 0.4506, decode.d3.loss_mask: 0.5755, decode.d3.loss_dice: 0.8617, decode.d4.loss_cls: 0.4336, decode.d4.loss_mask: 0.5748, decode.d4.loss_dice: 0.8643, decode.d5.loss_cls: 0.4274, decode.d5.loss_mask: 0.5746, decode.d5.loss_dice: 0.8620, decode.d6.loss_cls: 0.4203, decode.d6.loss_mask: 0.5724, decode.d6.loss_dice: 0.8540, decode.d7.loss_cls: 0.4218, decode.d7.loss_mask: 0.5769, decode.d7.loss_dice: 0.8523, decode.d8.loss_cls: 0.4198, decode.d8.loss_mask: 0.5765, decode.d8.loss_dice: 0.8534, loss: 20.8701 2022-04-26 16:35:19,013 - mmseg - INFO - Iter [52200/160000] lr: 9.674e-07, eta: 1 day, 8:58:06, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4205, decode.loss_mask: 0.5598, decode.loss_dice: 0.8588, decode.d0.loss_cls: 2.2646, decode.d0.loss_mask: 0.6073, decode.d0.loss_dice: 1.0003, decode.d1.loss_cls: 0.5274, decode.d1.loss_mask: 0.5818, decode.d1.loss_dice: 0.9106, decode.d2.loss_cls: 0.4774, decode.d2.loss_mask: 0.5711, decode.d2.loss_dice: 0.8815, decode.d3.loss_cls: 0.4433, decode.d3.loss_mask: 0.5672, decode.d3.loss_dice: 0.8600, decode.d4.loss_cls: 0.4323, decode.d4.loss_mask: 0.5619, decode.d4.loss_dice: 0.8639, decode.d5.loss_cls: 0.4286, decode.d5.loss_mask: 0.5611, decode.d5.loss_dice: 0.8638, decode.d6.loss_cls: 0.4206, decode.d6.loss_mask: 0.5607, decode.d6.loss_dice: 0.8594, decode.d7.loss_cls: 0.4255, decode.d7.loss_mask: 0.5608, decode.d7.loss_dice: 0.8584, decode.d8.loss_cls: 0.4230, decode.d8.loss_mask: 0.5613, decode.d8.loss_dice: 0.8588, loss: 20.7717 2022-04-26 16:36:12,697 - mmseg - INFO - Iter [52250/160000] lr: 9.669e-07, eta: 1 day, 8:57:08, time: 1.074, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4567, decode.loss_mask: 0.5519, decode.loss_dice: 0.8420, decode.d0.loss_cls: 2.2600, decode.d0.loss_mask: 0.5992, decode.d0.loss_dice: 0.9991, decode.d1.loss_cls: 0.5719, decode.d1.loss_mask: 0.5737, decode.d1.loss_dice: 0.9066, decode.d2.loss_cls: 0.4941, decode.d2.loss_mask: 0.5657, decode.d2.loss_dice: 0.8740, decode.d3.loss_cls: 0.4764, decode.d3.loss_mask: 0.5570, decode.d3.loss_dice: 0.8542, decode.d4.loss_cls: 0.4676, decode.d4.loss_mask: 0.5552, decode.d4.loss_dice: 0.8558, decode.d5.loss_cls: 0.4481, decode.d5.loss_mask: 0.5574, decode.d5.loss_dice: 0.8520, decode.d6.loss_cls: 0.4535, decode.d6.loss_mask: 0.5551, decode.d6.loss_dice: 0.8445, decode.d7.loss_cls: 0.4477, decode.d7.loss_mask: 0.5571, decode.d7.loss_dice: 0.8461, decode.d8.loss_cls: 0.4442, decode.d8.loss_mask: 0.5567, decode.d8.loss_dice: 0.8508, loss: 20.8741 2022-04-26 16:37:05,440 - mmseg - INFO - Iter [52300/160000] lr: 9.665e-07, eta: 1 day, 8:56:09, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4478, decode.loss_mask: 0.5414, decode.loss_dice: 0.8534, decode.d0.loss_cls: 2.2768, decode.d0.loss_mask: 0.5862, decode.d0.loss_dice: 0.9931, decode.d1.loss_cls: 0.5470, decode.d1.loss_mask: 0.5686, decode.d1.loss_dice: 0.9131, decode.d2.loss_cls: 0.5001, decode.d2.loss_mask: 0.5549, decode.d2.loss_dice: 0.8828, decode.d3.loss_cls: 0.4750, decode.d3.loss_mask: 0.5438, decode.d3.loss_dice: 0.8584, decode.d4.loss_cls: 0.4776, decode.d4.loss_mask: 0.5440, decode.d4.loss_dice: 0.8549, decode.d5.loss_cls: 0.4596, decode.d5.loss_mask: 0.5449, decode.d5.loss_dice: 0.8598, decode.d6.loss_cls: 0.4526, decode.d6.loss_mask: 0.5437, decode.d6.loss_dice: 0.8532, decode.d7.loss_cls: 0.4475, decode.d7.loss_mask: 0.5432, decode.d7.loss_dice: 0.8509, decode.d8.loss_cls: 0.4465, decode.d8.loss_mask: 0.5405, decode.d8.loss_dice: 0.8551, loss: 20.8162 2022-04-26 16:37:59,856 - mmseg - INFO - Iter [52350/160000] lr: 9.660e-07, eta: 1 day, 8:55:12, time: 1.088, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3966, decode.loss_mask: 0.5739, decode.loss_dice: 0.8630, decode.d0.loss_cls: 2.2096, decode.d0.loss_mask: 0.6263, decode.d0.loss_dice: 1.0100, decode.d1.loss_cls: 0.5298, decode.d1.loss_mask: 0.5950, decode.d1.loss_dice: 0.9161, decode.d2.loss_cls: 0.4554, decode.d2.loss_mask: 0.5868, decode.d2.loss_dice: 0.8935, decode.d3.loss_cls: 0.4287, decode.d3.loss_mask: 0.5793, decode.d3.loss_dice: 0.8692, decode.d4.loss_cls: 0.4140, decode.d4.loss_mask: 0.5783, decode.d4.loss_dice: 0.8735, decode.d5.loss_cls: 0.4134, decode.d5.loss_mask: 0.5777, decode.d5.loss_dice: 0.8737, decode.d6.loss_cls: 0.4009, decode.d6.loss_mask: 0.5773, decode.d6.loss_dice: 0.8642, decode.d7.loss_cls: 0.3978, decode.d7.loss_mask: 0.5796, decode.d7.loss_dice: 0.8660, decode.d8.loss_cls: 0.4008, decode.d8.loss_mask: 0.5797, decode.d8.loss_dice: 0.8669, loss: 20.7972 2022-04-26 16:38:53,047 - mmseg - INFO - Iter [52400/160000] lr: 9.656e-07, eta: 1 day, 8:54:13, time: 1.064, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4056, decode.loss_mask: 0.5440, decode.loss_dice: 0.8459, decode.d0.loss_cls: 2.2025, decode.d0.loss_mask: 0.5900, decode.d0.loss_dice: 0.9828, decode.d1.loss_cls: 0.4950, decode.d1.loss_mask: 0.5677, decode.d1.loss_dice: 0.9109, decode.d2.loss_cls: 0.4501, decode.d2.loss_mask: 0.5555, decode.d2.loss_dice: 0.8802, decode.d3.loss_cls: 0.4173, decode.d3.loss_mask: 0.5490, decode.d3.loss_dice: 0.8620, decode.d4.loss_cls: 0.4045, decode.d4.loss_mask: 0.5493, decode.d4.loss_dice: 0.8624, decode.d5.loss_cls: 0.4034, decode.d5.loss_mask: 0.5465, decode.d5.loss_dice: 0.8544, decode.d6.loss_cls: 0.3963, decode.d6.loss_mask: 0.5480, decode.d6.loss_dice: 0.8549, decode.d7.loss_cls: 0.4044, decode.d7.loss_mask: 0.5464, decode.d7.loss_dice: 0.8456, decode.d8.loss_cls: 0.4078, decode.d8.loss_mask: 0.5459, decode.d8.loss_dice: 0.8473, loss: 20.2756 2022-04-26 16:39:47,234 - mmseg - INFO - Iter [52450/160000] lr: 9.651e-07, eta: 1 day, 8:53:17, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3991, decode.loss_mask: 0.5413, decode.loss_dice: 0.8409, decode.d0.loss_cls: 2.3251, decode.d0.loss_mask: 0.5889, decode.d0.loss_dice: 0.9758, decode.d1.loss_cls: 0.5071, decode.d1.loss_mask: 0.5617, decode.d1.loss_dice: 0.8926, decode.d2.loss_cls: 0.4501, decode.d2.loss_mask: 0.5498, decode.d2.loss_dice: 0.8648, decode.d3.loss_cls: 0.4161, decode.d3.loss_mask: 0.5444, decode.d3.loss_dice: 0.8451, decode.d4.loss_cls: 0.4084, decode.d4.loss_mask: 0.5469, decode.d4.loss_dice: 0.8506, decode.d5.loss_cls: 0.4012, decode.d5.loss_mask: 0.5455, decode.d5.loss_dice: 0.8437, decode.d6.loss_cls: 0.3931, decode.d6.loss_mask: 0.5437, decode.d6.loss_dice: 0.8387, decode.d7.loss_cls: 0.3968, decode.d7.loss_mask: 0.5406, decode.d7.loss_dice: 0.8361, decode.d8.loss_cls: 0.3938, decode.d8.loss_mask: 0.5420, decode.d8.loss_dice: 0.8354, loss: 20.2193 2022-04-26 16:40:41,289 - mmseg - INFO - Iter [52500/160000] lr: 9.647e-07, eta: 1 day, 8:52:20, time: 1.081, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4218, decode.loss_mask: 0.5532, decode.loss_dice: 0.8619, decode.d0.loss_cls: 2.2086, decode.d0.loss_mask: 0.6027, decode.d0.loss_dice: 1.0216, decode.d1.loss_cls: 0.5204, decode.d1.loss_mask: 0.5720, decode.d1.loss_dice: 0.9205, decode.d2.loss_cls: 0.4625, decode.d2.loss_mask: 0.5662, decode.d2.loss_dice: 0.8872, decode.d3.loss_cls: 0.4339, decode.d3.loss_mask: 0.5571, decode.d3.loss_dice: 0.8671, decode.d4.loss_cls: 0.4344, decode.d4.loss_mask: 0.5560, decode.d4.loss_dice: 0.8667, decode.d5.loss_cls: 0.4264, decode.d5.loss_mask: 0.5549, decode.d5.loss_dice: 0.8683, decode.d6.loss_cls: 0.4207, decode.d6.loss_mask: 0.5530, decode.d6.loss_dice: 0.8599, decode.d7.loss_cls: 0.4262, decode.d7.loss_mask: 0.5515, decode.d7.loss_dice: 0.8600, decode.d8.loss_cls: 0.4182, decode.d8.loss_mask: 0.5507, decode.d8.loss_dice: 0.8652, loss: 20.6689 2022-04-26 16:41:35,688 - mmseg - INFO - Iter [52550/160000] lr: 9.642e-07, eta: 1 day, 8:51:23, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4099, decode.loss_mask: 0.5506, decode.loss_dice: 0.8552, decode.d0.loss_cls: 2.2406, decode.d0.loss_mask: 0.5902, decode.d0.loss_dice: 0.9924, decode.d1.loss_cls: 0.5177, decode.d1.loss_mask: 0.5668, decode.d1.loss_dice: 0.9078, decode.d2.loss_cls: 0.4609, decode.d2.loss_mask: 0.5551, decode.d2.loss_dice: 0.8801, decode.d3.loss_cls: 0.4349, decode.d3.loss_mask: 0.5516, decode.d3.loss_dice: 0.8552, decode.d4.loss_cls: 0.4318, decode.d4.loss_mask: 0.5503, decode.d4.loss_dice: 0.8607, decode.d5.loss_cls: 0.4135, decode.d5.loss_mask: 0.5473, decode.d5.loss_dice: 0.8578, decode.d6.loss_cls: 0.4085, decode.d6.loss_mask: 0.5461, decode.d6.loss_dice: 0.8549, decode.d7.loss_cls: 0.4100, decode.d7.loss_mask: 0.5473, decode.d7.loss_dice: 0.8526, decode.d8.loss_cls: 0.4148, decode.d8.loss_mask: 0.5489, decode.d8.loss_dice: 0.8504, loss: 20.4643 2022-04-26 16:42:29,027 - mmseg - INFO - Iter [52600/160000] lr: 9.638e-07, eta: 1 day, 8:50:25, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3787, decode.loss_mask: 0.5583, decode.loss_dice: 0.8497, decode.d0.loss_cls: 2.2777, decode.d0.loss_mask: 0.6038, decode.d0.loss_dice: 0.9788, decode.d1.loss_cls: 0.4882, decode.d1.loss_mask: 0.5757, decode.d1.loss_dice: 0.9012, decode.d2.loss_cls: 0.4341, decode.d2.loss_mask: 0.5672, decode.d2.loss_dice: 0.8724, decode.d3.loss_cls: 0.4051, decode.d3.loss_mask: 0.5609, decode.d3.loss_dice: 0.8541, decode.d4.loss_cls: 0.3884, decode.d4.loss_mask: 0.5602, decode.d4.loss_dice: 0.8568, decode.d5.loss_cls: 0.3883, decode.d5.loss_mask: 0.5580, decode.d5.loss_dice: 0.8492, decode.d6.loss_cls: 0.3839, decode.d6.loss_mask: 0.5584, decode.d6.loss_dice: 0.8449, decode.d7.loss_cls: 0.3719, decode.d7.loss_mask: 0.5615, decode.d7.loss_dice: 0.8498, decode.d8.loss_cls: 0.3726, decode.d8.loss_mask: 0.5589, decode.d8.loss_dice: 0.8479, loss: 20.2564 2022-04-26 16:43:22,351 - mmseg - INFO - Iter [52650/160000] lr: 9.633e-07, eta: 1 day, 8:49:26, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3893, decode.loss_mask: 0.5544, decode.loss_dice: 0.8429, decode.d0.loss_cls: 2.2496, decode.d0.loss_mask: 0.6139, decode.d0.loss_dice: 0.9890, decode.d1.loss_cls: 0.4965, decode.d1.loss_mask: 0.5786, decode.d1.loss_dice: 0.9011, decode.d2.loss_cls: 0.4485, decode.d2.loss_mask: 0.5648, decode.d2.loss_dice: 0.8725, decode.d3.loss_cls: 0.4179, decode.d3.loss_mask: 0.5608, decode.d3.loss_dice: 0.8502, decode.d4.loss_cls: 0.4067, decode.d4.loss_mask: 0.5583, decode.d4.loss_dice: 0.8479, decode.d5.loss_cls: 0.4045, decode.d5.loss_mask: 0.5582, decode.d5.loss_dice: 0.8534, decode.d6.loss_cls: 0.3933, decode.d6.loss_mask: 0.5577, decode.d6.loss_dice: 0.8410, decode.d7.loss_cls: 0.3942, decode.d7.loss_mask: 0.5548, decode.d7.loss_dice: 0.8401, decode.d8.loss_cls: 0.3960, decode.d8.loss_mask: 0.5534, decode.d8.loss_dice: 0.8408, loss: 20.3305 2022-04-26 16:44:15,843 - mmseg - INFO - Iter [52700/160000] lr: 9.629e-07, eta: 1 day, 8:48:28, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4259, decode.loss_mask: 0.5564, decode.loss_dice: 0.8642, decode.d0.loss_cls: 2.3024, decode.d0.loss_mask: 0.6010, decode.d0.loss_dice: 1.0081, decode.d1.loss_cls: 0.5287, decode.d1.loss_mask: 0.5809, decode.d1.loss_dice: 0.9298, decode.d2.loss_cls: 0.4756, decode.d2.loss_mask: 0.5660, decode.d2.loss_dice: 0.8889, decode.d3.loss_cls: 0.4386, decode.d3.loss_mask: 0.5599, decode.d3.loss_dice: 0.8785, decode.d4.loss_cls: 0.4295, decode.d4.loss_mask: 0.5640, decode.d4.loss_dice: 0.8790, decode.d5.loss_cls: 0.4354, decode.d5.loss_mask: 0.5610, decode.d5.loss_dice: 0.8750, decode.d6.loss_cls: 0.4362, decode.d6.loss_mask: 0.5582, decode.d6.loss_dice: 0.8692, decode.d7.loss_cls: 0.4249, decode.d7.loss_mask: 0.5560, decode.d7.loss_dice: 0.8733, decode.d8.loss_cls: 0.4209, decode.d8.loss_mask: 0.5551, decode.d8.loss_dice: 0.8704, loss: 20.9128 2022-04-26 16:45:08,480 - mmseg - INFO - Iter [52750/160000] lr: 9.624e-07, eta: 1 day, 8:47:28, time: 1.053, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4032, decode.loss_mask: 0.5486, decode.loss_dice: 0.8497, decode.d0.loss_cls: 2.2126, decode.d0.loss_mask: 0.5990, decode.d0.loss_dice: 0.9893, decode.d1.loss_cls: 0.5188, decode.d1.loss_mask: 0.5707, decode.d1.loss_dice: 0.9014, decode.d2.loss_cls: 0.4627, decode.d2.loss_mask: 0.5574, decode.d2.loss_dice: 0.8723, decode.d3.loss_cls: 0.4418, decode.d3.loss_mask: 0.5515, decode.d3.loss_dice: 0.8559, decode.d4.loss_cls: 0.4288, decode.d4.loss_mask: 0.5522, decode.d4.loss_dice: 0.8502, decode.d5.loss_cls: 0.4198, decode.d5.loss_mask: 0.5494, decode.d5.loss_dice: 0.8521, decode.d6.loss_cls: 0.4076, decode.d6.loss_mask: 0.5505, decode.d6.loss_dice: 0.8453, decode.d7.loss_cls: 0.4139, decode.d7.loss_mask: 0.5480, decode.d7.loss_dice: 0.8472, decode.d8.loss_cls: 0.4014, decode.d8.loss_mask: 0.5503, decode.d8.loss_dice: 0.8501, loss: 20.4019 2022-04-26 16:46:01,923 - mmseg - INFO - Iter [52800/160000] lr: 9.620e-07, eta: 1 day, 8:46:30, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4400, decode.loss_mask: 0.5718, decode.loss_dice: 0.8750, decode.d0.loss_cls: 2.2961, decode.d0.loss_mask: 0.6173, decode.d0.loss_dice: 1.0217, decode.d1.loss_cls: 0.5602, decode.d1.loss_mask: 0.5924, decode.d1.loss_dice: 0.9261, decode.d2.loss_cls: 0.4907, decode.d2.loss_mask: 0.5796, decode.d2.loss_dice: 0.9003, decode.d3.loss_cls: 0.4647, decode.d3.loss_mask: 0.5706, decode.d3.loss_dice: 0.8778, decode.d4.loss_cls: 0.4500, decode.d4.loss_mask: 0.5702, decode.d4.loss_dice: 0.8823, decode.d5.loss_cls: 0.4391, decode.d5.loss_mask: 0.5688, decode.d5.loss_dice: 0.8797, decode.d6.loss_cls: 0.4430, decode.d6.loss_mask: 0.5694, decode.d6.loss_dice: 0.8746, decode.d7.loss_cls: 0.4402, decode.d7.loss_mask: 0.5685, decode.d7.loss_dice: 0.8715, decode.d8.loss_cls: 0.4374, decode.d8.loss_mask: 0.5717, decode.d8.loss_dice: 0.8765, loss: 21.2273 2022-04-26 16:46:54,463 - mmseg - INFO - Iter [52850/160000] lr: 9.615e-07, eta: 1 day, 8:45:30, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4385, decode.loss_mask: 0.5569, decode.loss_dice: 0.8819, decode.d0.loss_cls: 2.2959, decode.d0.loss_mask: 0.6047, decode.d0.loss_dice: 1.0211, decode.d1.loss_cls: 0.5319, decode.d1.loss_mask: 0.5755, decode.d1.loss_dice: 0.9266, decode.d2.loss_cls: 0.4816, decode.d2.loss_mask: 0.5647, decode.d2.loss_dice: 0.9075, decode.d3.loss_cls: 0.4627, decode.d3.loss_mask: 0.5595, decode.d3.loss_dice: 0.8926, decode.d4.loss_cls: 0.4591, decode.d4.loss_mask: 0.5596, decode.d4.loss_dice: 0.8952, decode.d5.loss_cls: 0.4440, decode.d5.loss_mask: 0.5591, decode.d5.loss_dice: 0.8949, decode.d6.loss_cls: 0.4472, decode.d6.loss_mask: 0.5584, decode.d6.loss_dice: 0.8823, decode.d7.loss_cls: 0.4457, decode.d7.loss_mask: 0.5570, decode.d7.loss_dice: 0.8861, decode.d8.loss_cls: 0.4485, decode.d8.loss_mask: 0.5586, decode.d8.loss_dice: 0.8819, loss: 21.1790 2022-04-26 16:47:47,896 - mmseg - INFO - Iter [52900/160000] lr: 9.611e-07, eta: 1 day, 8:44:31, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4151, decode.loss_mask: 0.5920, decode.loss_dice: 0.8773, decode.d0.loss_cls: 2.2723, decode.d0.loss_mask: 0.6363, decode.d0.loss_dice: 1.0075, decode.d1.loss_cls: 0.5117, decode.d1.loss_mask: 0.6169, decode.d1.loss_dice: 0.9292, decode.d2.loss_cls: 0.4652, decode.d2.loss_mask: 0.6009, decode.d2.loss_dice: 0.9034, decode.d3.loss_cls: 0.4364, decode.d3.loss_mask: 0.5970, decode.d3.loss_dice: 0.8819, decode.d4.loss_cls: 0.4251, decode.d4.loss_mask: 0.6002, decode.d4.loss_dice: 0.8869, decode.d5.loss_cls: 0.4130, decode.d5.loss_mask: 0.5972, decode.d5.loss_dice: 0.8854, decode.d6.loss_cls: 0.4150, decode.d6.loss_mask: 0.5933, decode.d6.loss_dice: 0.8754, decode.d7.loss_cls: 0.4077, decode.d7.loss_mask: 0.5922, decode.d7.loss_dice: 0.8813, decode.d8.loss_cls: 0.4075, decode.d8.loss_mask: 0.5946, decode.d8.loss_dice: 0.8804, loss: 21.1985 2022-04-26 16:48:40,228 - mmseg - INFO - Iter [52950/160000] lr: 9.606e-07, eta: 1 day, 8:43:31, time: 1.047, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3925, decode.loss_mask: 0.5738, decode.loss_dice: 0.8695, decode.d0.loss_cls: 2.2568, decode.d0.loss_mask: 0.6267, decode.d0.loss_dice: 1.0093, decode.d1.loss_cls: 0.4932, decode.d1.loss_mask: 0.5970, decode.d1.loss_dice: 0.9300, decode.d2.loss_cls: 0.4356, decode.d2.loss_mask: 0.5842, decode.d2.loss_dice: 0.8987, decode.d3.loss_cls: 0.4119, decode.d3.loss_mask: 0.5758, decode.d3.loss_dice: 0.8720, decode.d4.loss_cls: 0.4066, decode.d4.loss_mask: 0.5755, decode.d4.loss_dice: 0.8752, decode.d5.loss_cls: 0.4004, decode.d5.loss_mask: 0.5746, decode.d5.loss_dice: 0.8729, decode.d6.loss_cls: 0.3958, decode.d6.loss_mask: 0.5729, decode.d6.loss_dice: 0.8720, decode.d7.loss_cls: 0.3945, decode.d7.loss_mask: 0.5745, decode.d7.loss_dice: 0.8723, decode.d8.loss_cls: 0.3923, decode.d8.loss_mask: 0.5738, decode.d8.loss_dice: 0.8747, loss: 20.7551 2022-04-26 16:49:32,592 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 16:49:32,600 - mmseg - INFO - Iter [53000/160000] lr: 9.602e-07, eta: 1 day, 8:42:31, time: 1.047, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4374, decode.loss_mask: 0.5525, decode.loss_dice: 0.8596, decode.d0.loss_cls: 2.2653, decode.d0.loss_mask: 0.6004, decode.d0.loss_dice: 1.0113, decode.d1.loss_cls: 0.5432, decode.d1.loss_mask: 0.5758, decode.d1.loss_dice: 0.9309, decode.d2.loss_cls: 0.4763, decode.d2.loss_mask: 0.5626, decode.d2.loss_dice: 0.8944, decode.d3.loss_cls: 0.4548, decode.d3.loss_mask: 0.5585, decode.d3.loss_dice: 0.8693, decode.d4.loss_cls: 0.4368, decode.d4.loss_mask: 0.5602, decode.d4.loss_dice: 0.8711, decode.d5.loss_cls: 0.4351, decode.d5.loss_mask: 0.5564, decode.d5.loss_dice: 0.8657, decode.d6.loss_cls: 0.4357, decode.d6.loss_mask: 0.5532, decode.d6.loss_dice: 0.8613, decode.d7.loss_cls: 0.4256, decode.d7.loss_mask: 0.5544, decode.d7.loss_dice: 0.8659, decode.d8.loss_cls: 0.4312, decode.d8.loss_mask: 0.5546, decode.d8.loss_dice: 0.8652, loss: 20.8650 2022-04-26 16:50:28,091 - mmseg - INFO - Iter [53050/160000] lr: 9.597e-07, eta: 1 day, 8:41:36, time: 1.108, data_time: 0.061, memory: 64049, decode.loss_cls: 0.4580, decode.loss_mask: 0.5864, decode.loss_dice: 0.9098, decode.d0.loss_cls: 2.3121, decode.d0.loss_mask: 0.6289, decode.d0.loss_dice: 1.0476, decode.d1.loss_cls: 0.5753, decode.d1.loss_mask: 0.6031, decode.d1.loss_dice: 0.9646, decode.d2.loss_cls: 0.5090, decode.d2.loss_mask: 0.5925, decode.d2.loss_dice: 0.9431, decode.d3.loss_cls: 0.4951, decode.d3.loss_mask: 0.5837, decode.d3.loss_dice: 0.9162, decode.d4.loss_cls: 0.4778, decode.d4.loss_mask: 0.5835, decode.d4.loss_dice: 0.9148, decode.d5.loss_cls: 0.4689, decode.d5.loss_mask: 0.5862, decode.d5.loss_dice: 0.9152, decode.d6.loss_cls: 0.4671, decode.d6.loss_mask: 0.5823, decode.d6.loss_dice: 0.9093, decode.d7.loss_cls: 0.4563, decode.d7.loss_mask: 0.5830, decode.d7.loss_dice: 0.9073, decode.d8.loss_cls: 0.4532, decode.d8.loss_mask: 0.5841, decode.d8.loss_dice: 0.9104, loss: 21.9246 2022-04-26 16:51:20,734 - mmseg - INFO - Iter [53100/160000] lr: 9.593e-07, eta: 1 day, 8:40:37, time: 1.055, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4088, decode.loss_mask: 0.5413, decode.loss_dice: 0.8668, decode.d0.loss_cls: 2.2543, decode.d0.loss_mask: 0.5807, decode.d0.loss_dice: 1.0173, decode.d1.loss_cls: 0.5250, decode.d1.loss_mask: 0.5635, decode.d1.loss_dice: 0.9198, decode.d2.loss_cls: 0.4600, decode.d2.loss_mask: 0.5520, decode.d2.loss_dice: 0.8954, decode.d3.loss_cls: 0.4306, decode.d3.loss_mask: 0.5477, decode.d3.loss_dice: 0.8753, decode.d4.loss_cls: 0.4261, decode.d4.loss_mask: 0.5461, decode.d4.loss_dice: 0.8780, decode.d5.loss_cls: 0.4195, decode.d5.loss_mask: 0.5440, decode.d5.loss_dice: 0.8752, decode.d6.loss_cls: 0.4059, decode.d6.loss_mask: 0.5428, decode.d6.loss_dice: 0.8696, decode.d7.loss_cls: 0.4099, decode.d7.loss_mask: 0.5418, decode.d7.loss_dice: 0.8721, decode.d8.loss_cls: 0.4084, decode.d8.loss_mask: 0.5421, decode.d8.loss_dice: 0.8699, loss: 20.5899 2022-04-26 16:52:13,438 - mmseg - INFO - Iter [53150/160000] lr: 9.589e-07, eta: 1 day, 8:39:37, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4233, decode.loss_mask: 0.5567, decode.loss_dice: 0.8664, decode.d0.loss_cls: 2.2894, decode.d0.loss_mask: 0.6020, decode.d0.loss_dice: 1.0108, decode.d1.loss_cls: 0.5223, decode.d1.loss_mask: 0.5732, decode.d1.loss_dice: 0.9261, decode.d2.loss_cls: 0.4627, decode.d2.loss_mask: 0.5660, decode.d2.loss_dice: 0.8967, decode.d3.loss_cls: 0.4401, decode.d3.loss_mask: 0.5614, decode.d3.loss_dice: 0.8763, decode.d4.loss_cls: 0.4319, decode.d4.loss_mask: 0.5586, decode.d4.loss_dice: 0.8764, decode.d5.loss_cls: 0.4275, decode.d5.loss_mask: 0.5592, decode.d5.loss_dice: 0.8740, decode.d6.loss_cls: 0.4238, decode.d6.loss_mask: 0.5594, decode.d6.loss_dice: 0.8689, decode.d7.loss_cls: 0.4163, decode.d7.loss_mask: 0.5588, decode.d7.loss_dice: 0.8703, decode.d8.loss_cls: 0.4188, decode.d8.loss_mask: 0.5579, decode.d8.loss_dice: 0.8670, loss: 20.8421 2022-04-26 16:53:06,507 - mmseg - INFO - Iter [53200/160000] lr: 9.584e-07, eta: 1 day, 8:38:38, time: 1.062, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4006, decode.loss_mask: 0.5559, decode.loss_dice: 0.8257, decode.d0.loss_cls: 2.1909, decode.d0.loss_mask: 0.6006, decode.d0.loss_dice: 0.9606, decode.d1.loss_cls: 0.5098, decode.d1.loss_mask: 0.5798, decode.d1.loss_dice: 0.8795, decode.d2.loss_cls: 0.4490, decode.d2.loss_mask: 0.5662, decode.d2.loss_dice: 0.8491, decode.d3.loss_cls: 0.4239, decode.d3.loss_mask: 0.5592, decode.d3.loss_dice: 0.8389, decode.d4.loss_cls: 0.4233, decode.d4.loss_mask: 0.5565, decode.d4.loss_dice: 0.8347, decode.d5.loss_cls: 0.4046, decode.d5.loss_mask: 0.5583, decode.d5.loss_dice: 0.8335, decode.d6.loss_cls: 0.4072, decode.d6.loss_mask: 0.5536, decode.d6.loss_dice: 0.8261, decode.d7.loss_cls: 0.4003, decode.d7.loss_mask: 0.5536, decode.d7.loss_dice: 0.8241, decode.d8.loss_cls: 0.4035, decode.d8.loss_mask: 0.5558, decode.d8.loss_dice: 0.8264, loss: 20.1513 2022-04-26 16:53:59,629 - mmseg - INFO - Iter [53250/160000] lr: 9.580e-07, eta: 1 day, 8:37:39, time: 1.064, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3993, decode.loss_mask: 0.5582, decode.loss_dice: 0.8513, decode.d0.loss_cls: 2.2320, decode.d0.loss_mask: 0.6093, decode.d0.loss_dice: 0.9832, decode.d1.loss_cls: 0.5032, decode.d1.loss_mask: 0.5801, decode.d1.loss_dice: 0.9099, decode.d2.loss_cls: 0.4552, decode.d2.loss_mask: 0.5709, decode.d2.loss_dice: 0.8730, decode.d3.loss_cls: 0.4261, decode.d3.loss_mask: 0.5612, decode.d3.loss_dice: 0.8551, decode.d4.loss_cls: 0.4159, decode.d4.loss_mask: 0.5627, decode.d4.loss_dice: 0.8607, decode.d5.loss_cls: 0.4109, decode.d5.loss_mask: 0.5612, decode.d5.loss_dice: 0.8594, decode.d6.loss_cls: 0.4098, decode.d6.loss_mask: 0.5583, decode.d6.loss_dice: 0.8488, decode.d7.loss_cls: 0.4035, decode.d7.loss_mask: 0.5580, decode.d7.loss_dice: 0.8570, decode.d8.loss_cls: 0.4065, decode.d8.loss_mask: 0.5595, decode.d8.loss_dice: 0.8481, loss: 20.4883 2022-04-26 16:54:52,625 - mmseg - INFO - Iter [53300/160000] lr: 9.575e-07, eta: 1 day, 8:36:40, time: 1.060, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3936, decode.loss_mask: 0.5602, decode.loss_dice: 0.8486, decode.d0.loss_cls: 2.2356, decode.d0.loss_mask: 0.6087, decode.d0.loss_dice: 0.9942, decode.d1.loss_cls: 0.4970, decode.d1.loss_mask: 0.5769, decode.d1.loss_dice: 0.9093, decode.d2.loss_cls: 0.4468, decode.d2.loss_mask: 0.5668, decode.d2.loss_dice: 0.8759, decode.d3.loss_cls: 0.4250, decode.d3.loss_mask: 0.5613, decode.d3.loss_dice: 0.8543, decode.d4.loss_cls: 0.4044, decode.d4.loss_mask: 0.5605, decode.d4.loss_dice: 0.8590, decode.d5.loss_cls: 0.3993, decode.d5.loss_mask: 0.5610, decode.d5.loss_dice: 0.8513, decode.d6.loss_cls: 0.3964, decode.d6.loss_mask: 0.5588, decode.d6.loss_dice: 0.8527, decode.d7.loss_cls: 0.3850, decode.d7.loss_mask: 0.5602, decode.d7.loss_dice: 0.8543, decode.d8.loss_cls: 0.3915, decode.d8.loss_mask: 0.5595, decode.d8.loss_dice: 0.8515, loss: 20.3997 2022-04-26 16:55:45,519 - mmseg - INFO - Iter [53350/160000] lr: 9.571e-07, eta: 1 day, 8:35:41, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4067, decode.loss_mask: 0.5653, decode.loss_dice: 0.8371, decode.d0.loss_cls: 2.2217, decode.d0.loss_mask: 0.6124, decode.d0.loss_dice: 0.9817, decode.d1.loss_cls: 0.5307, decode.d1.loss_mask: 0.5835, decode.d1.loss_dice: 0.8879, decode.d2.loss_cls: 0.4649, decode.d2.loss_mask: 0.5715, decode.d2.loss_dice: 0.8618, decode.d3.loss_cls: 0.4333, decode.d3.loss_mask: 0.5682, decode.d3.loss_dice: 0.8461, decode.d4.loss_cls: 0.4279, decode.d4.loss_mask: 0.5682, decode.d4.loss_dice: 0.8421, decode.d5.loss_cls: 0.4245, decode.d5.loss_mask: 0.5658, decode.d5.loss_dice: 0.8414, decode.d6.loss_cls: 0.4129, decode.d6.loss_mask: 0.5660, decode.d6.loss_dice: 0.8385, decode.d7.loss_cls: 0.4092, decode.d7.loss_mask: 0.5642, decode.d7.loss_dice: 0.8356, decode.d8.loss_cls: 0.4020, decode.d8.loss_mask: 0.5650, decode.d8.loss_dice: 0.8373, loss: 20.4737 2022-04-26 16:56:38,588 - mmseg - INFO - Iter [53400/160000] lr: 9.566e-07, eta: 1 day, 8:34:42, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4064, decode.loss_mask: 0.5562, decode.loss_dice: 0.8661, decode.d0.loss_cls: 2.2502, decode.d0.loss_mask: 0.6115, decode.d0.loss_dice: 1.0069, decode.d1.loss_cls: 0.5144, decode.d1.loss_mask: 0.5817, decode.d1.loss_dice: 0.9253, decode.d2.loss_cls: 0.4565, decode.d2.loss_mask: 0.5716, decode.d2.loss_dice: 0.8904, decode.d3.loss_cls: 0.4332, decode.d3.loss_mask: 0.5622, decode.d3.loss_dice: 0.8744, decode.d4.loss_cls: 0.4314, decode.d4.loss_mask: 0.5582, decode.d4.loss_dice: 0.8733, decode.d5.loss_cls: 0.4235, decode.d5.loss_mask: 0.5594, decode.d5.loss_dice: 0.8720, decode.d6.loss_cls: 0.4144, decode.d6.loss_mask: 0.5571, decode.d6.loss_dice: 0.8643, decode.d7.loss_cls: 0.4079, decode.d7.loss_mask: 0.5574, decode.d7.loss_dice: 0.8669, decode.d8.loss_cls: 0.4181, decode.d8.loss_mask: 0.5557, decode.d8.loss_dice: 0.8645, loss: 20.7311 2022-04-26 16:57:31,651 - mmseg - INFO - Iter [53450/160000] lr: 9.562e-07, eta: 1 day, 8:33:43, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3995, decode.loss_mask: 0.5342, decode.loss_dice: 0.8309, decode.d0.loss_cls: 2.2477, decode.d0.loss_mask: 0.5826, decode.d0.loss_dice: 0.9728, decode.d1.loss_cls: 0.5001, decode.d1.loss_mask: 0.5530, decode.d1.loss_dice: 0.8948, decode.d2.loss_cls: 0.4514, decode.d2.loss_mask: 0.5445, decode.d2.loss_dice: 0.8657, decode.d3.loss_cls: 0.4191, decode.d3.loss_mask: 0.5360, decode.d3.loss_dice: 0.8444, decode.d4.loss_cls: 0.4104, decode.d4.loss_mask: 0.5314, decode.d4.loss_dice: 0.8493, decode.d5.loss_cls: 0.4032, decode.d5.loss_mask: 0.5333, decode.d5.loss_dice: 0.8397, decode.d6.loss_cls: 0.4011, decode.d6.loss_mask: 0.5352, decode.d6.loss_dice: 0.8384, decode.d7.loss_cls: 0.4030, decode.d7.loss_mask: 0.5329, decode.d7.loss_dice: 0.8316, decode.d8.loss_cls: 0.3960, decode.d8.loss_mask: 0.5333, decode.d8.loss_dice: 0.8333, loss: 20.0488 2022-04-26 16:58:24,823 - mmseg - INFO - Iter [53500/160000] lr: 9.557e-07, eta: 1 day, 8:32:44, time: 1.063, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3941, decode.loss_mask: 0.5534, decode.loss_dice: 0.8451, decode.d0.loss_cls: 2.2067, decode.d0.loss_mask: 0.6059, decode.d0.loss_dice: 0.9878, decode.d1.loss_cls: 0.4968, decode.d1.loss_mask: 0.5752, decode.d1.loss_dice: 0.9093, decode.d2.loss_cls: 0.4426, decode.d2.loss_mask: 0.5664, decode.d2.loss_dice: 0.8775, decode.d3.loss_cls: 0.4163, decode.d3.loss_mask: 0.5556, decode.d3.loss_dice: 0.8537, decode.d4.loss_cls: 0.4017, decode.d4.loss_mask: 0.5558, decode.d4.loss_dice: 0.8589, decode.d5.loss_cls: 0.4060, decode.d5.loss_mask: 0.5548, decode.d5.loss_dice: 0.8535, decode.d6.loss_cls: 0.3992, decode.d6.loss_mask: 0.5520, decode.d6.loss_dice: 0.8476, decode.d7.loss_cls: 0.4013, decode.d7.loss_mask: 0.5504, decode.d7.loss_dice: 0.8483, decode.d8.loss_cls: 0.3907, decode.d8.loss_mask: 0.5545, decode.d8.loss_dice: 0.8457, loss: 20.3069 2022-04-26 16:59:17,359 - mmseg - INFO - Iter [53550/160000] lr: 9.553e-07, eta: 1 day, 8:31:45, time: 1.051, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3996, decode.loss_mask: 0.5931, decode.loss_dice: 0.8730, decode.d0.loss_cls: 2.2150, decode.d0.loss_mask: 0.6435, decode.d0.loss_dice: 1.0151, decode.d1.loss_cls: 0.4995, decode.d1.loss_mask: 0.6176, decode.d1.loss_dice: 0.9362, decode.d2.loss_cls: 0.4567, decode.d2.loss_mask: 0.6071, decode.d2.loss_dice: 0.9056, decode.d3.loss_cls: 0.4205, decode.d3.loss_mask: 0.6003, decode.d3.loss_dice: 0.8838, decode.d4.loss_cls: 0.4108, decode.d4.loss_mask: 0.5977, decode.d4.loss_dice: 0.8821, decode.d5.loss_cls: 0.4022, decode.d5.loss_mask: 0.5952, decode.d5.loss_dice: 0.8822, decode.d6.loss_cls: 0.4009, decode.d6.loss_mask: 0.5961, decode.d6.loss_dice: 0.8711, decode.d7.loss_cls: 0.3961, decode.d7.loss_mask: 0.5971, decode.d7.loss_dice: 0.8725, decode.d8.loss_cls: 0.3962, decode.d8.loss_mask: 0.5944, decode.d8.loss_dice: 0.8739, loss: 21.0349 2022-04-26 17:00:10,197 - mmseg - INFO - Iter [53600/160000] lr: 9.548e-07, eta: 1 day, 8:30:45, time: 1.057, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4194, decode.loss_mask: 0.5688, decode.loss_dice: 0.8508, decode.d0.loss_cls: 2.2372, decode.d0.loss_mask: 0.6161, decode.d0.loss_dice: 1.0088, decode.d1.loss_cls: 0.5108, decode.d1.loss_mask: 0.5863, decode.d1.loss_dice: 0.9176, decode.d2.loss_cls: 0.4641, decode.d2.loss_mask: 0.5784, decode.d2.loss_dice: 0.8806, decode.d3.loss_cls: 0.4270, decode.d3.loss_mask: 0.5727, decode.d3.loss_dice: 0.8611, decode.d4.loss_cls: 0.4193, decode.d4.loss_mask: 0.5751, decode.d4.loss_dice: 0.8647, decode.d5.loss_cls: 0.4131, decode.d5.loss_mask: 0.5737, decode.d5.loss_dice: 0.8597, decode.d6.loss_cls: 0.4151, decode.d6.loss_mask: 0.5697, decode.d6.loss_dice: 0.8550, decode.d7.loss_cls: 0.4147, decode.d7.loss_mask: 0.5699, decode.d7.loss_dice: 0.8547, decode.d8.loss_cls: 0.4135, decode.d8.loss_mask: 0.5686, decode.d8.loss_dice: 0.8539, loss: 20.7208 2022-04-26 17:01:04,162 - mmseg - INFO - Iter [53650/160000] lr: 9.544e-07, eta: 1 day, 8:29:48, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4233, decode.loss_mask: 0.5338, decode.loss_dice: 0.8510, decode.d0.loss_cls: 2.3112, decode.d0.loss_mask: 0.5909, decode.d0.loss_dice: 1.0057, decode.d1.loss_cls: 0.5275, decode.d1.loss_mask: 0.5602, decode.d1.loss_dice: 0.9161, decode.d2.loss_cls: 0.4687, decode.d2.loss_mask: 0.5423, decode.d2.loss_dice: 0.8839, decode.d3.loss_cls: 0.4419, decode.d3.loss_mask: 0.5399, decode.d3.loss_dice: 0.8638, decode.d4.loss_cls: 0.4295, decode.d4.loss_mask: 0.5381, decode.d4.loss_dice: 0.8645, decode.d5.loss_cls: 0.4225, decode.d5.loss_mask: 0.5366, decode.d5.loss_dice: 0.8629, decode.d6.loss_cls: 0.4192, decode.d6.loss_mask: 0.5337, decode.d6.loss_dice: 0.8531, decode.d7.loss_cls: 0.4166, decode.d7.loss_mask: 0.5341, decode.d7.loss_dice: 0.8542, decode.d8.loss_cls: 0.4138, decode.d8.loss_mask: 0.5325, decode.d8.loss_dice: 0.8513, loss: 20.5228 2022-04-26 17:01:57,773 - mmseg - INFO - Iter [53700/160000] lr: 9.539e-07, eta: 1 day, 8:28:50, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4086, decode.loss_mask: 0.5614, decode.loss_dice: 0.8587, decode.d0.loss_cls: 2.2885, decode.d0.loss_mask: 0.6177, decode.d0.loss_dice: 1.0022, decode.d1.loss_cls: 0.5257, decode.d1.loss_mask: 0.5831, decode.d1.loss_dice: 0.9162, decode.d2.loss_cls: 0.4678, decode.d2.loss_mask: 0.5718, decode.d2.loss_dice: 0.8897, decode.d3.loss_cls: 0.4420, decode.d3.loss_mask: 0.5610, decode.d3.loss_dice: 0.8704, decode.d4.loss_cls: 0.4262, decode.d4.loss_mask: 0.5613, decode.d4.loss_dice: 0.8663, decode.d5.loss_cls: 0.4219, decode.d5.loss_mask: 0.5619, decode.d5.loss_dice: 0.8647, decode.d6.loss_cls: 0.4132, decode.d6.loss_mask: 0.5610, decode.d6.loss_dice: 0.8548, decode.d7.loss_cls: 0.4146, decode.d7.loss_mask: 0.5575, decode.d7.loss_dice: 0.8572, decode.d8.loss_cls: 0.4080, decode.d8.loss_mask: 0.5609, decode.d8.loss_dice: 0.8562, loss: 20.7506 2022-04-26 17:02:50,255 - mmseg - INFO - Iter [53750/160000] lr: 9.535e-07, eta: 1 day, 8:27:50, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4177, decode.loss_mask: 0.5556, decode.loss_dice: 0.8730, decode.d0.loss_cls: 2.2452, decode.d0.loss_mask: 0.5989, decode.d0.loss_dice: 1.0119, decode.d1.loss_cls: 0.5375, decode.d1.loss_mask: 0.5738, decode.d1.loss_dice: 0.9292, decode.d2.loss_cls: 0.4757, decode.d2.loss_mask: 0.5628, decode.d2.loss_dice: 0.9000, decode.d3.loss_cls: 0.4431, decode.d3.loss_mask: 0.5621, decode.d3.loss_dice: 0.8833, decode.d4.loss_cls: 0.4337, decode.d4.loss_mask: 0.5591, decode.d4.loss_dice: 0.8838, decode.d5.loss_cls: 0.4301, decode.d5.loss_mask: 0.5588, decode.d5.loss_dice: 0.8835, decode.d6.loss_cls: 0.4172, decode.d6.loss_mask: 0.5593, decode.d6.loss_dice: 0.8769, decode.d7.loss_cls: 0.4092, decode.d7.loss_mask: 0.5611, decode.d7.loss_dice: 0.8757, decode.d8.loss_cls: 0.4121, decode.d8.loss_mask: 0.5601, decode.d8.loss_dice: 0.8767, loss: 20.8668 2022-04-26 17:03:43,230 - mmseg - INFO - Iter [53800/160000] lr: 9.530e-07, eta: 1 day, 8:26:51, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3897, decode.loss_mask: 0.5462, decode.loss_dice: 0.8641, decode.d0.loss_cls: 2.2009, decode.d0.loss_mask: 0.5885, decode.d0.loss_dice: 1.0164, decode.d1.loss_cls: 0.4897, decode.d1.loss_mask: 0.5681, decode.d1.loss_dice: 0.9339, decode.d2.loss_cls: 0.4337, decode.d2.loss_mask: 0.5519, decode.d2.loss_dice: 0.8921, decode.d3.loss_cls: 0.3940, decode.d3.loss_mask: 0.5499, decode.d3.loss_dice: 0.8811, decode.d4.loss_cls: 0.3999, decode.d4.loss_mask: 0.5493, decode.d4.loss_dice: 0.8772, decode.d5.loss_cls: 0.3886, decode.d5.loss_mask: 0.5492, decode.d5.loss_dice: 0.8790, decode.d6.loss_cls: 0.3853, decode.d6.loss_mask: 0.5482, decode.d6.loss_dice: 0.8673, decode.d7.loss_cls: 0.3883, decode.d7.loss_mask: 0.5466, decode.d7.loss_dice: 0.8662, decode.d8.loss_cls: 0.3838, decode.d8.loss_mask: 0.5464, decode.d8.loss_dice: 0.8642, loss: 20.3399 2022-04-26 17:04:36,224 - mmseg - INFO - Iter [53850/160000] lr: 9.526e-07, eta: 1 day, 8:25:52, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4007, decode.loss_mask: 0.5714, decode.loss_dice: 0.8668, decode.d0.loss_cls: 2.2734, decode.d0.loss_mask: 0.6215, decode.d0.loss_dice: 1.0140, decode.d1.loss_cls: 0.5210, decode.d1.loss_mask: 0.5911, decode.d1.loss_dice: 0.9339, decode.d2.loss_cls: 0.4518, decode.d2.loss_mask: 0.5810, decode.d2.loss_dice: 0.8985, decode.d3.loss_cls: 0.4269, decode.d3.loss_mask: 0.5763, decode.d3.loss_dice: 0.8788, decode.d4.loss_cls: 0.4127, decode.d4.loss_mask: 0.5746, decode.d4.loss_dice: 0.8854, decode.d5.loss_cls: 0.4002, decode.d5.loss_mask: 0.5744, decode.d5.loss_dice: 0.8779, decode.d6.loss_cls: 0.3966, decode.d6.loss_mask: 0.5744, decode.d6.loss_dice: 0.8743, decode.d7.loss_cls: 0.3921, decode.d7.loss_mask: 0.5721, decode.d7.loss_dice: 0.8783, decode.d8.loss_cls: 0.3966, decode.d8.loss_mask: 0.5734, decode.d8.loss_dice: 0.8707, loss: 20.8605 2022-04-26 17:05:29,061 - mmseg - INFO - Iter [53900/160000] lr: 9.521e-07, eta: 1 day, 8:24:53, time: 1.057, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3979, decode.loss_mask: 0.5873, decode.loss_dice: 0.8617, decode.d0.loss_cls: 2.2064, decode.d0.loss_mask: 0.6358, decode.d0.loss_dice: 0.9954, decode.d1.loss_cls: 0.4960, decode.d1.loss_mask: 0.6105, decode.d1.loss_dice: 0.9129, decode.d2.loss_cls: 0.4408, decode.d2.loss_mask: 0.5968, decode.d2.loss_dice: 0.8849, decode.d3.loss_cls: 0.4210, decode.d3.loss_mask: 0.5927, decode.d3.loss_dice: 0.8737, decode.d4.loss_cls: 0.4037, decode.d4.loss_mask: 0.5921, decode.d4.loss_dice: 0.8703, decode.d5.loss_cls: 0.3984, decode.d5.loss_mask: 0.5896, decode.d5.loss_dice: 0.8650, decode.d6.loss_cls: 0.4019, decode.d6.loss_mask: 0.5850, decode.d6.loss_dice: 0.8599, decode.d7.loss_cls: 0.3923, decode.d7.loss_mask: 0.5865, decode.d7.loss_dice: 0.8641, decode.d8.loss_cls: 0.3980, decode.d8.loss_mask: 0.5856, decode.d8.loss_dice: 0.8628, loss: 20.7690 2022-04-26 17:06:22,226 - mmseg - INFO - Iter [53950/160000] lr: 9.517e-07, eta: 1 day, 8:23:55, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3966, decode.loss_mask: 0.5599, decode.loss_dice: 0.8475, decode.d0.loss_cls: 2.2584, decode.d0.loss_mask: 0.6084, decode.d0.loss_dice: 0.9847, decode.d1.loss_cls: 0.5046, decode.d1.loss_mask: 0.5793, decode.d1.loss_dice: 0.9017, decode.d2.loss_cls: 0.4552, decode.d2.loss_mask: 0.5695, decode.d2.loss_dice: 0.8712, decode.d3.loss_cls: 0.4281, decode.d3.loss_mask: 0.5669, decode.d3.loss_dice: 0.8548, decode.d4.loss_cls: 0.4232, decode.d4.loss_mask: 0.5634, decode.d4.loss_dice: 0.8571, decode.d5.loss_cls: 0.4048, decode.d5.loss_mask: 0.5624, decode.d5.loss_dice: 0.8529, decode.d6.loss_cls: 0.3995, decode.d6.loss_mask: 0.5620, decode.d6.loss_dice: 0.8497, decode.d7.loss_cls: 0.4000, decode.d7.loss_mask: 0.5589, decode.d7.loss_dice: 0.8468, decode.d8.loss_cls: 0.3932, decode.d8.loss_mask: 0.5591, decode.d8.loss_dice: 0.8514, loss: 20.4713 2022-04-26 17:07:14,915 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 17:07:14,921 - mmseg - INFO - Iter [54000/160000] lr: 9.512e-07, eta: 1 day, 8:22:55, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3896, decode.loss_mask: 0.5408, decode.loss_dice: 0.8138, decode.d0.loss_cls: 2.2293, decode.d0.loss_mask: 0.5888, decode.d0.loss_dice: 0.9605, decode.d1.loss_cls: 0.4878, decode.d1.loss_mask: 0.5652, decode.d1.loss_dice: 0.8798, decode.d2.loss_cls: 0.4311, decode.d2.loss_mask: 0.5501, decode.d2.loss_dice: 0.8499, decode.d3.loss_cls: 0.4013, decode.d3.loss_mask: 0.5447, decode.d3.loss_dice: 0.8287, decode.d4.loss_cls: 0.3945, decode.d4.loss_mask: 0.5438, decode.d4.loss_dice: 0.8298, decode.d5.loss_cls: 0.3961, decode.d5.loss_mask: 0.5441, decode.d5.loss_dice: 0.8294, decode.d6.loss_cls: 0.3854, decode.d6.loss_mask: 0.5425, decode.d6.loss_dice: 0.8222, decode.d7.loss_cls: 0.3809, decode.d7.loss_mask: 0.5426, decode.d7.loss_dice: 0.8228, decode.d8.loss_cls: 0.3886, decode.d8.loss_mask: 0.5426, decode.d8.loss_dice: 0.8164, loss: 19.8431 2022-04-26 17:08:07,140 - mmseg - INFO - Iter [54050/160000] lr: 9.508e-07, eta: 1 day, 8:21:55, time: 1.045, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3974, decode.loss_mask: 0.5735, decode.loss_dice: 0.8737, decode.d0.loss_cls: 2.2336, decode.d0.loss_mask: 0.6200, decode.d0.loss_dice: 1.0130, decode.d1.loss_cls: 0.5084, decode.d1.loss_mask: 0.5970, decode.d1.loss_dice: 0.9306, decode.d2.loss_cls: 0.4549, decode.d2.loss_mask: 0.5834, decode.d2.loss_dice: 0.8985, decode.d3.loss_cls: 0.4187, decode.d3.loss_mask: 0.5820, decode.d3.loss_dice: 0.8856, decode.d4.loss_cls: 0.4133, decode.d4.loss_mask: 0.5765, decode.d4.loss_dice: 0.8826, decode.d5.loss_cls: 0.4054, decode.d5.loss_mask: 0.5790, decode.d5.loss_dice: 0.8782, decode.d6.loss_cls: 0.3979, decode.d6.loss_mask: 0.5755, decode.d6.loss_dice: 0.8751, decode.d7.loss_cls: 0.3900, decode.d7.loss_mask: 0.5779, decode.d7.loss_dice: 0.8768, decode.d8.loss_cls: 0.4035, decode.d8.loss_mask: 0.5733, decode.d8.loss_dice: 0.8747, loss: 20.8499 2022-04-26 17:09:02,032 - mmseg - INFO - Iter [54100/160000] lr: 9.503e-07, eta: 1 day, 8:21:00, time: 1.098, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4003, decode.loss_mask: 0.5594, decode.loss_dice: 0.8497, decode.d0.loss_cls: 2.2016, decode.d0.loss_mask: 0.6105, decode.d0.loss_dice: 0.9837, decode.d1.loss_cls: 0.5039, decode.d1.loss_mask: 0.5801, decode.d1.loss_dice: 0.9117, decode.d2.loss_cls: 0.4481, decode.d2.loss_mask: 0.5633, decode.d2.loss_dice: 0.8731, decode.d3.loss_cls: 0.4188, decode.d3.loss_mask: 0.5623, decode.d3.loss_dice: 0.8578, decode.d4.loss_cls: 0.4146, decode.d4.loss_mask: 0.5635, decode.d4.loss_dice: 0.8562, decode.d5.loss_cls: 0.4002, decode.d5.loss_mask: 0.5623, decode.d5.loss_dice: 0.8548, decode.d6.loss_cls: 0.3990, decode.d6.loss_mask: 0.5600, decode.d6.loss_dice: 0.8468, decode.d7.loss_cls: 0.3960, decode.d7.loss_mask: 0.5606, decode.d7.loss_dice: 0.8484, decode.d8.loss_cls: 0.3993, decode.d8.loss_mask: 0.5573, decode.d8.loss_dice: 0.8497, loss: 20.3931 2022-04-26 17:09:54,518 - mmseg - INFO - Iter [54150/160000] lr: 9.499e-07, eta: 1 day, 8:20:00, time: 1.050, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3952, decode.loss_mask: 0.5298, decode.loss_dice: 0.8404, decode.d0.loss_cls: 2.2827, decode.d0.loss_mask: 0.5729, decode.d0.loss_dice: 0.9833, decode.d1.loss_cls: 0.5149, decode.d1.loss_mask: 0.5495, decode.d1.loss_dice: 0.8955, decode.d2.loss_cls: 0.4487, decode.d2.loss_mask: 0.5421, decode.d2.loss_dice: 0.8680, decode.d3.loss_cls: 0.4205, decode.d3.loss_mask: 0.5349, decode.d3.loss_dice: 0.8507, decode.d4.loss_cls: 0.4111, decode.d4.loss_mask: 0.5302, decode.d4.loss_dice: 0.8477, decode.d5.loss_cls: 0.4044, decode.d5.loss_mask: 0.5311, decode.d5.loss_dice: 0.8446, decode.d6.loss_cls: 0.3993, decode.d6.loss_mask: 0.5308, decode.d6.loss_dice: 0.8414, decode.d7.loss_cls: 0.3973, decode.d7.loss_mask: 0.5298, decode.d7.loss_dice: 0.8398, decode.d8.loss_cls: 0.4004, decode.d8.loss_mask: 0.5301, decode.d8.loss_dice: 0.8457, loss: 20.1129 2022-04-26 17:10:47,469 - mmseg - INFO - Iter [54200/160000] lr: 9.494e-07, eta: 1 day, 8:19:01, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4315, decode.loss_mask: 0.5297, decode.loss_dice: 0.8335, decode.d0.loss_cls: 2.2841, decode.d0.loss_mask: 0.5753, decode.d0.loss_dice: 1.0018, decode.d1.loss_cls: 0.5463, decode.d1.loss_mask: 0.5555, decode.d1.loss_dice: 0.9046, decode.d2.loss_cls: 0.4871, decode.d2.loss_mask: 0.5433, decode.d2.loss_dice: 0.8664, decode.d3.loss_cls: 0.4591, decode.d3.loss_mask: 0.5343, decode.d3.loss_dice: 0.8450, decode.d4.loss_cls: 0.4492, decode.d4.loss_mask: 0.5347, decode.d4.loss_dice: 0.8464, decode.d5.loss_cls: 0.4518, decode.d5.loss_mask: 0.5313, decode.d5.loss_dice: 0.8467, decode.d6.loss_cls: 0.4392, decode.d6.loss_mask: 0.5291, decode.d6.loss_dice: 0.8327, decode.d7.loss_cls: 0.4326, decode.d7.loss_mask: 0.5326, decode.d7.loss_dice: 0.8372, decode.d8.loss_cls: 0.4322, decode.d8.loss_mask: 0.5335, decode.d8.loss_dice: 0.8371, loss: 20.4638 2022-04-26 17:11:39,809 - mmseg - INFO - Iter [54250/160000] lr: 9.490e-07, eta: 1 day, 8:18:01, time: 1.047, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4212, decode.loss_mask: 0.5663, decode.loss_dice: 0.8848, decode.d0.loss_cls: 2.2314, decode.d0.loss_mask: 0.6197, decode.d0.loss_dice: 1.0288, decode.d1.loss_cls: 0.5305, decode.d1.loss_mask: 0.5905, decode.d1.loss_dice: 0.9462, decode.d2.loss_cls: 0.4718, decode.d2.loss_mask: 0.5801, decode.d2.loss_dice: 0.9173, decode.d3.loss_cls: 0.4499, decode.d3.loss_mask: 0.5725, decode.d3.loss_dice: 0.8983, decode.d4.loss_cls: 0.4458, decode.d4.loss_mask: 0.5699, decode.d4.loss_dice: 0.8935, decode.d5.loss_cls: 0.4322, decode.d5.loss_mask: 0.5717, decode.d5.loss_dice: 0.8860, decode.d6.loss_cls: 0.4213, decode.d6.loss_mask: 0.5681, decode.d6.loss_dice: 0.8893, decode.d7.loss_cls: 0.4184, decode.d7.loss_mask: 0.5679, decode.d7.loss_dice: 0.8868, decode.d8.loss_cls: 0.4151, decode.d8.loss_mask: 0.5669, decode.d8.loss_dice: 0.8875, loss: 21.1296 2022-04-26 17:12:32,512 - mmseg - INFO - Iter [54300/160000] lr: 9.485e-07, eta: 1 day, 8:17:01, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3848, decode.loss_mask: 0.5549, decode.loss_dice: 0.8691, decode.d0.loss_cls: 2.2478, decode.d0.loss_mask: 0.5958, decode.d0.loss_dice: 1.0058, decode.d1.loss_cls: 0.4917, decode.d1.loss_mask: 0.5772, decode.d1.loss_dice: 0.9249, decode.d2.loss_cls: 0.4355, decode.d2.loss_mask: 0.5599, decode.d2.loss_dice: 0.8987, decode.d3.loss_cls: 0.4137, decode.d3.loss_mask: 0.5570, decode.d3.loss_dice: 0.8831, decode.d4.loss_cls: 0.3966, decode.d4.loss_mask: 0.5582, decode.d4.loss_dice: 0.8843, decode.d5.loss_cls: 0.3932, decode.d5.loss_mask: 0.5531, decode.d5.loss_dice: 0.8770, decode.d6.loss_cls: 0.3823, decode.d6.loss_mask: 0.5535, decode.d6.loss_dice: 0.8720, decode.d7.loss_cls: 0.3789, decode.d7.loss_mask: 0.5553, decode.d7.loss_dice: 0.8745, decode.d8.loss_cls: 0.3832, decode.d8.loss_mask: 0.5530, decode.d8.loss_dice: 0.8691, loss: 20.4841 2022-04-26 17:13:27,775 - mmseg - INFO - Iter [54350/160000] lr: 9.481e-07, eta: 1 day, 8:16:07, time: 1.105, data_time: 0.066, memory: 64049, decode.loss_cls: 0.3473, decode.loss_mask: 0.5759, decode.loss_dice: 0.8698, decode.d0.loss_cls: 2.1282, decode.d0.loss_mask: 0.6154, decode.d0.loss_dice: 0.9967, decode.d1.loss_cls: 0.4629, decode.d1.loss_mask: 0.5948, decode.d1.loss_dice: 0.9169, decode.d2.loss_cls: 0.4122, decode.d2.loss_mask: 0.5814, decode.d2.loss_dice: 0.8899, decode.d3.loss_cls: 0.3860, decode.d3.loss_mask: 0.5783, decode.d3.loss_dice: 0.8734, decode.d4.loss_cls: 0.3743, decode.d4.loss_mask: 0.5765, decode.d4.loss_dice: 0.8779, decode.d5.loss_cls: 0.3662, decode.d5.loss_mask: 0.5756, decode.d5.loss_dice: 0.8775, decode.d6.loss_cls: 0.3518, decode.d6.loss_mask: 0.5765, decode.d6.loss_dice: 0.8657, decode.d7.loss_cls: 0.3471, decode.d7.loss_mask: 0.5755, decode.d7.loss_dice: 0.8741, decode.d8.loss_cls: 0.3492, decode.d8.loss_mask: 0.5769, decode.d8.loss_dice: 0.8675, loss: 20.2617 2022-04-26 17:14:19,845 - mmseg - INFO - Iter [54400/160000] lr: 9.476e-07, eta: 1 day, 8:15:06, time: 1.041, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4089, decode.loss_mask: 0.5552, decode.loss_dice: 0.8461, decode.d0.loss_cls: 2.2883, decode.d0.loss_mask: 0.6043, decode.d0.loss_dice: 0.9881, decode.d1.loss_cls: 0.5060, decode.d1.loss_mask: 0.5783, decode.d1.loss_dice: 0.9087, decode.d2.loss_cls: 0.4483, decode.d2.loss_mask: 0.5644, decode.d2.loss_dice: 0.8758, decode.d3.loss_cls: 0.4243, decode.d3.loss_mask: 0.5576, decode.d3.loss_dice: 0.8572, decode.d4.loss_cls: 0.4111, decode.d4.loss_mask: 0.5554, decode.d4.loss_dice: 0.8564, decode.d5.loss_cls: 0.4082, decode.d5.loss_mask: 0.5551, decode.d5.loss_dice: 0.8523, decode.d6.loss_cls: 0.4043, decode.d6.loss_mask: 0.5552, decode.d6.loss_dice: 0.8481, decode.d7.loss_cls: 0.4018, decode.d7.loss_mask: 0.5563, decode.d7.loss_dice: 0.8518, decode.d8.loss_cls: 0.4010, decode.d8.loss_mask: 0.5540, decode.d8.loss_dice: 0.8482, loss: 20.4709 2022-04-26 17:15:12,536 - mmseg - INFO - Iter [54450/160000] lr: 9.472e-07, eta: 1 day, 8:14:07, time: 1.054, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4171, decode.loss_mask: 0.5436, decode.loss_dice: 0.8703, decode.d0.loss_cls: 2.2846, decode.d0.loss_mask: 0.5925, decode.d0.loss_dice: 1.0111, decode.d1.loss_cls: 0.5277, decode.d1.loss_mask: 0.5642, decode.d1.loss_dice: 0.9260, decode.d2.loss_cls: 0.4603, decode.d2.loss_mask: 0.5547, decode.d2.loss_dice: 0.9026, decode.d3.loss_cls: 0.4335, decode.d3.loss_mask: 0.5475, decode.d3.loss_dice: 0.8815, decode.d4.loss_cls: 0.4221, decode.d4.loss_mask: 0.5482, decode.d4.loss_dice: 0.8806, decode.d5.loss_cls: 0.4191, decode.d5.loss_mask: 0.5435, decode.d5.loss_dice: 0.8786, decode.d6.loss_cls: 0.4170, decode.d6.loss_mask: 0.5434, decode.d6.loss_dice: 0.8744, decode.d7.loss_cls: 0.4166, decode.d7.loss_mask: 0.5439, decode.d7.loss_dice: 0.8705, decode.d8.loss_cls: 0.4132, decode.d8.loss_mask: 0.5442, decode.d8.loss_dice: 0.8735, loss: 20.7060 2022-04-26 17:16:05,343 - mmseg - INFO - Iter [54500/160000] lr: 9.467e-07, eta: 1 day, 8:13:08, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4127, decode.loss_mask: 0.5457, decode.loss_dice: 0.8377, decode.d0.loss_cls: 2.2221, decode.d0.loss_mask: 0.5896, decode.d0.loss_dice: 0.9778, decode.d1.loss_cls: 0.5187, decode.d1.loss_mask: 0.5713, decode.d1.loss_dice: 0.9071, decode.d2.loss_cls: 0.4554, decode.d2.loss_mask: 0.5546, decode.d2.loss_dice: 0.8691, decode.d3.loss_cls: 0.4324, decode.d3.loss_mask: 0.5490, decode.d3.loss_dice: 0.8465, decode.d4.loss_cls: 0.4248, decode.d4.loss_mask: 0.5468, decode.d4.loss_dice: 0.8465, decode.d5.loss_cls: 0.4155, decode.d5.loss_mask: 0.5490, decode.d5.loss_dice: 0.8509, decode.d6.loss_cls: 0.4108, decode.d6.loss_mask: 0.5477, decode.d6.loss_dice: 0.8409, decode.d7.loss_cls: 0.4035, decode.d7.loss_mask: 0.5475, decode.d7.loss_dice: 0.8414, decode.d8.loss_cls: 0.4130, decode.d8.loss_mask: 0.5471, decode.d8.loss_dice: 0.8396, loss: 20.3145 2022-04-26 17:16:58,540 - mmseg - INFO - Iter [54550/160000] lr: 9.463e-07, eta: 1 day, 8:12:09, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3893, decode.loss_mask: 0.5748, decode.loss_dice: 0.8733, decode.d0.loss_cls: 2.2064, decode.d0.loss_mask: 0.6196, decode.d0.loss_dice: 1.0105, decode.d1.loss_cls: 0.4907, decode.d1.loss_mask: 0.5920, decode.d1.loss_dice: 0.9308, decode.d2.loss_cls: 0.4397, decode.d2.loss_mask: 0.5827, decode.d2.loss_dice: 0.8933, decode.d3.loss_cls: 0.4239, decode.d3.loss_mask: 0.5752, decode.d3.loss_dice: 0.8798, decode.d4.loss_cls: 0.4110, decode.d4.loss_mask: 0.5744, decode.d4.loss_dice: 0.8785, decode.d5.loss_cls: 0.4007, decode.d5.loss_mask: 0.5726, decode.d5.loss_dice: 0.8776, decode.d6.loss_cls: 0.3965, decode.d6.loss_mask: 0.5731, decode.d6.loss_dice: 0.8768, decode.d7.loss_cls: 0.3901, decode.d7.loss_mask: 0.5739, decode.d7.loss_dice: 0.8749, decode.d8.loss_cls: 0.3900, decode.d8.loss_mask: 0.5757, decode.d8.loss_dice: 0.8737, loss: 20.7216 2022-04-26 17:17:52,655 - mmseg - INFO - Iter [54600/160000] lr: 9.458e-07, eta: 1 day, 8:11:13, time: 1.082, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3818, decode.loss_mask: 0.5602, decode.loss_dice: 0.8433, decode.d0.loss_cls: 2.2465, decode.d0.loss_mask: 0.6089, decode.d0.loss_dice: 0.9880, decode.d1.loss_cls: 0.5074, decode.d1.loss_mask: 0.5855, decode.d1.loss_dice: 0.9013, decode.d2.loss_cls: 0.4455, decode.d2.loss_mask: 0.5711, decode.d2.loss_dice: 0.8698, decode.d3.loss_cls: 0.4197, decode.d3.loss_mask: 0.5651, decode.d3.loss_dice: 0.8554, decode.d4.loss_cls: 0.4044, decode.d4.loss_mask: 0.5666, decode.d4.loss_dice: 0.8522, decode.d5.loss_cls: 0.3952, decode.d5.loss_mask: 0.5642, decode.d5.loss_dice: 0.8525, decode.d6.loss_cls: 0.3821, decode.d6.loss_mask: 0.5662, decode.d6.loss_dice: 0.8473, decode.d7.loss_cls: 0.3811, decode.d7.loss_mask: 0.5642, decode.d7.loss_dice: 0.8443, decode.d8.loss_cls: 0.3793, decode.d8.loss_mask: 0.5642, decode.d8.loss_dice: 0.8441, loss: 20.3574 2022-04-26 17:18:46,337 - mmseg - INFO - Iter [54650/160000] lr: 9.454e-07, eta: 1 day, 8:10:15, time: 1.074, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3957, decode.loss_mask: 0.5289, decode.loss_dice: 0.8305, decode.d0.loss_cls: 2.3119, decode.d0.loss_mask: 0.5733, decode.d0.loss_dice: 0.9709, decode.d1.loss_cls: 0.5190, decode.d1.loss_mask: 0.5538, decode.d1.loss_dice: 0.8849, decode.d2.loss_cls: 0.4634, decode.d2.loss_mask: 0.5379, decode.d2.loss_dice: 0.8537, decode.d3.loss_cls: 0.4283, decode.d3.loss_mask: 0.5339, decode.d3.loss_dice: 0.8353, decode.d4.loss_cls: 0.4171, decode.d4.loss_mask: 0.5336, decode.d4.loss_dice: 0.8401, decode.d5.loss_cls: 0.4136, decode.d5.loss_mask: 0.5311, decode.d5.loss_dice: 0.8328, decode.d6.loss_cls: 0.4057, decode.d6.loss_mask: 0.5296, decode.d6.loss_dice: 0.8314, decode.d7.loss_cls: 0.4015, decode.d7.loss_mask: 0.5301, decode.d7.loss_dice: 0.8353, decode.d8.loss_cls: 0.4001, decode.d8.loss_mask: 0.5289, decode.d8.loss_dice: 0.8354, loss: 20.0875 2022-04-26 17:19:39,405 - mmseg - INFO - Iter [54700/160000] lr: 9.449e-07, eta: 1 day, 8:09:17, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3758, decode.loss_mask: 0.5614, decode.loss_dice: 0.8430, decode.d0.loss_cls: 2.2034, decode.d0.loss_mask: 0.6109, decode.d0.loss_dice: 0.9941, decode.d1.loss_cls: 0.4905, decode.d1.loss_mask: 0.5854, decode.d1.loss_dice: 0.9015, decode.d2.loss_cls: 0.4343, decode.d2.loss_mask: 0.5690, decode.d2.loss_dice: 0.8758, decode.d3.loss_cls: 0.4103, decode.d3.loss_mask: 0.5640, decode.d3.loss_dice: 0.8536, decode.d4.loss_cls: 0.4034, decode.d4.loss_mask: 0.5617, decode.d4.loss_dice: 0.8506, decode.d5.loss_cls: 0.3872, decode.d5.loss_mask: 0.5625, decode.d5.loss_dice: 0.8530, decode.d6.loss_cls: 0.3900, decode.d6.loss_mask: 0.5596, decode.d6.loss_dice: 0.8458, decode.d7.loss_cls: 0.3842, decode.d7.loss_mask: 0.5596, decode.d7.loss_dice: 0.8462, decode.d8.loss_cls: 0.3728, decode.d8.loss_mask: 0.5604, decode.d8.loss_dice: 0.8501, loss: 20.2600 2022-04-26 17:20:32,978 - mmseg - INFO - Iter [54750/160000] lr: 9.445e-07, eta: 1 day, 8:08:19, time: 1.071, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3900, decode.loss_mask: 0.5644, decode.loss_dice: 0.8606, decode.d0.loss_cls: 2.2265, decode.d0.loss_mask: 0.6189, decode.d0.loss_dice: 1.0072, decode.d1.loss_cls: 0.4919, decode.d1.loss_mask: 0.5927, decode.d1.loss_dice: 0.9206, decode.d2.loss_cls: 0.4369, decode.d2.loss_mask: 0.5791, decode.d2.loss_dice: 0.8943, decode.d3.loss_cls: 0.4104, decode.d3.loss_mask: 0.5682, decode.d3.loss_dice: 0.8696, decode.d4.loss_cls: 0.4002, decode.d4.loss_mask: 0.5664, decode.d4.loss_dice: 0.8773, decode.d5.loss_cls: 0.3941, decode.d5.loss_mask: 0.5678, decode.d5.loss_dice: 0.8699, decode.d6.loss_cls: 0.3876, decode.d6.loss_mask: 0.5647, decode.d6.loss_dice: 0.8603, decode.d7.loss_cls: 0.3899, decode.d7.loss_mask: 0.5667, decode.d7.loss_dice: 0.8649, decode.d8.loss_cls: 0.3903, decode.d8.loss_mask: 0.5668, decode.d8.loss_dice: 0.8581, loss: 20.5559 2022-04-26 17:21:26,776 - mmseg - INFO - Iter [54800/160000] lr: 9.440e-07, eta: 1 day, 8:07:22, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3893, decode.loss_mask: 0.5624, decode.loss_dice: 0.8471, decode.d0.loss_cls: 2.2488, decode.d0.loss_mask: 0.6188, decode.d0.loss_dice: 0.9938, decode.d1.loss_cls: 0.4960, decode.d1.loss_mask: 0.5852, decode.d1.loss_dice: 0.9015, decode.d2.loss_cls: 0.4388, decode.d2.loss_mask: 0.5732, decode.d2.loss_dice: 0.8803, decode.d3.loss_cls: 0.4160, decode.d3.loss_mask: 0.5638, decode.d3.loss_dice: 0.8602, decode.d4.loss_cls: 0.4083, decode.d4.loss_mask: 0.5628, decode.d4.loss_dice: 0.8607, decode.d5.loss_cls: 0.4011, decode.d5.loss_mask: 0.5643, decode.d5.loss_dice: 0.8566, decode.d6.loss_cls: 0.3944, decode.d6.loss_mask: 0.5595, decode.d6.loss_dice: 0.8503, decode.d7.loss_cls: 0.3968, decode.d7.loss_mask: 0.5581, decode.d7.loss_dice: 0.8515, decode.d8.loss_cls: 0.3951, decode.d8.loss_mask: 0.5596, decode.d8.loss_dice: 0.8503, loss: 20.4445 2022-04-26 17:22:20,313 - mmseg - INFO - Iter [54850/160000] lr: 9.436e-07, eta: 1 day, 8:06:24, time: 1.071, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3782, decode.loss_mask: 0.5510, decode.loss_dice: 0.8421, decode.d0.loss_cls: 2.2321, decode.d0.loss_mask: 0.5944, decode.d0.loss_dice: 0.9707, decode.d1.loss_cls: 0.4805, decode.d1.loss_mask: 0.5764, decode.d1.loss_dice: 0.8981, decode.d2.loss_cls: 0.4209, decode.d2.loss_mask: 0.5614, decode.d2.loss_dice: 0.8732, decode.d3.loss_cls: 0.3917, decode.d3.loss_mask: 0.5562, decode.d3.loss_dice: 0.8530, decode.d4.loss_cls: 0.3840, decode.d4.loss_mask: 0.5579, decode.d4.loss_dice: 0.8550, decode.d5.loss_cls: 0.3792, decode.d5.loss_mask: 0.5559, decode.d5.loss_dice: 0.8513, decode.d6.loss_cls: 0.3825, decode.d6.loss_mask: 0.5539, decode.d6.loss_dice: 0.8489, decode.d7.loss_cls: 0.3760, decode.d7.loss_mask: 0.5538, decode.d7.loss_dice: 0.8460, decode.d8.loss_cls: 0.3759, decode.d8.loss_mask: 0.5543, decode.d8.loss_dice: 0.8503, loss: 20.1048 2022-04-26 17:23:13,195 - mmseg - INFO - Iter [54900/160000] lr: 9.431e-07, eta: 1 day, 8:05:25, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3953, decode.loss_mask: 0.5509, decode.loss_dice: 0.8480, decode.d0.loss_cls: 2.2341, decode.d0.loss_mask: 0.6059, decode.d0.loss_dice: 0.9820, decode.d1.loss_cls: 0.5109, decode.d1.loss_mask: 0.5757, decode.d1.loss_dice: 0.8992, decode.d2.loss_cls: 0.4513, decode.d2.loss_mask: 0.5642, decode.d2.loss_dice: 0.8785, decode.d3.loss_cls: 0.4213, decode.d3.loss_mask: 0.5580, decode.d3.loss_dice: 0.8555, decode.d4.loss_cls: 0.4111, decode.d4.loss_mask: 0.5591, decode.d4.loss_dice: 0.8616, decode.d5.loss_cls: 0.4095, decode.d5.loss_mask: 0.5575, decode.d5.loss_dice: 0.8524, decode.d6.loss_cls: 0.4020, decode.d6.loss_mask: 0.5538, decode.d6.loss_dice: 0.8517, decode.d7.loss_cls: 0.3977, decode.d7.loss_mask: 0.5528, decode.d7.loss_dice: 0.8507, decode.d8.loss_cls: 0.3970, decode.d8.loss_mask: 0.5531, decode.d8.loss_dice: 0.8511, loss: 20.3918 2022-04-26 17:24:06,268 - mmseg - INFO - Iter [54950/160000] lr: 9.427e-07, eta: 1 day, 8:04:26, time: 1.061, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4095, decode.loss_mask: 0.5581, decode.loss_dice: 0.8377, decode.d0.loss_cls: 2.2314, decode.d0.loss_mask: 0.6092, decode.d0.loss_dice: 0.9868, decode.d1.loss_cls: 0.5203, decode.d1.loss_mask: 0.5835, decode.d1.loss_dice: 0.9023, decode.d2.loss_cls: 0.4603, decode.d2.loss_mask: 0.5725, decode.d2.loss_dice: 0.8721, decode.d3.loss_cls: 0.4313, decode.d3.loss_mask: 0.5681, decode.d3.loss_dice: 0.8552, decode.d4.loss_cls: 0.4258, decode.d4.loss_mask: 0.5626, decode.d4.loss_dice: 0.8497, decode.d5.loss_cls: 0.4189, decode.d5.loss_mask: 0.5624, decode.d5.loss_dice: 0.8487, decode.d6.loss_cls: 0.4136, decode.d6.loss_mask: 0.5585, decode.d6.loss_dice: 0.8457, decode.d7.loss_cls: 0.4145, decode.d7.loss_mask: 0.5578, decode.d7.loss_dice: 0.8506, decode.d8.loss_cls: 0.4107, decode.d8.loss_mask: 0.5591, decode.d8.loss_dice: 0.8507, loss: 20.5275 2022-04-26 17:24:58,816 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 17:24:58,818 - mmseg - INFO - Iter [55000/160000] lr: 9.423e-07, eta: 1 day, 8:03:27, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4033, decode.loss_mask: 0.5711, decode.loss_dice: 0.8714, decode.d0.loss_cls: 2.1814, decode.d0.loss_mask: 0.6186, decode.d0.loss_dice: 1.0203, decode.d1.loss_cls: 0.4934, decode.d1.loss_mask: 0.5913, decode.d1.loss_dice: 0.9357, decode.d2.loss_cls: 0.4400, decode.d2.loss_mask: 0.5800, decode.d2.loss_dice: 0.8982, decode.d3.loss_cls: 0.4174, decode.d3.loss_mask: 0.5770, decode.d3.loss_dice: 0.8802, decode.d4.loss_cls: 0.4141, decode.d4.loss_mask: 0.5748, decode.d4.loss_dice: 0.8811, decode.d5.loss_cls: 0.4040, decode.d5.loss_mask: 0.5736, decode.d5.loss_dice: 0.8776, decode.d6.loss_cls: 0.3991, decode.d6.loss_mask: 0.5705, decode.d6.loss_dice: 0.8682, decode.d7.loss_cls: 0.4015, decode.d7.loss_mask: 0.5735, decode.d7.loss_dice: 0.8686, decode.d8.loss_cls: 0.3964, decode.d8.loss_mask: 0.5706, decode.d8.loss_dice: 0.8678, loss: 20.7208 2022-04-26 17:25:51,436 - mmseg - INFO - Iter [55050/160000] lr: 9.418e-07, eta: 1 day, 8:02:27, time: 1.052, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3867, decode.loss_mask: 0.5627, decode.loss_dice: 0.8413, decode.d0.loss_cls: 2.1800, decode.d0.loss_mask: 0.6098, decode.d0.loss_dice: 0.9704, decode.d1.loss_cls: 0.4822, decode.d1.loss_mask: 0.5864, decode.d1.loss_dice: 0.8969, decode.d2.loss_cls: 0.4334, decode.d2.loss_mask: 0.5730, decode.d2.loss_dice: 0.8635, decode.d3.loss_cls: 0.4127, decode.d3.loss_mask: 0.5665, decode.d3.loss_dice: 0.8509, decode.d4.loss_cls: 0.4046, decode.d4.loss_mask: 0.5656, decode.d4.loss_dice: 0.8477, decode.d5.loss_cls: 0.3925, decode.d5.loss_mask: 0.5652, decode.d5.loss_dice: 0.8477, decode.d6.loss_cls: 0.3894, decode.d6.loss_mask: 0.5626, decode.d6.loss_dice: 0.8413, decode.d7.loss_cls: 0.3908, decode.d7.loss_mask: 0.5623, decode.d7.loss_dice: 0.8429, decode.d8.loss_cls: 0.3926, decode.d8.loss_mask: 0.5623, decode.d8.loss_dice: 0.8411, loss: 20.2250 2022-04-26 17:26:43,883 - mmseg - INFO - Iter [55100/160000] lr: 9.414e-07, eta: 1 day, 8:01:28, time: 1.050, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4017, decode.loss_mask: 0.5576, decode.loss_dice: 0.8470, decode.d0.loss_cls: 2.2243, decode.d0.loss_mask: 0.6023, decode.d0.loss_dice: 0.9837, decode.d1.loss_cls: 0.5190, decode.d1.loss_mask: 0.5766, decode.d1.loss_dice: 0.8998, decode.d2.loss_cls: 0.4510, decode.d2.loss_mask: 0.5663, decode.d2.loss_dice: 0.8758, decode.d3.loss_cls: 0.4275, decode.d3.loss_mask: 0.5589, decode.d3.loss_dice: 0.8609, decode.d4.loss_cls: 0.4265, decode.d4.loss_mask: 0.5551, decode.d4.loss_dice: 0.8523, decode.d5.loss_cls: 0.4105, decode.d5.loss_mask: 0.5572, decode.d5.loss_dice: 0.8585, decode.d6.loss_cls: 0.4071, decode.d6.loss_mask: 0.5597, decode.d6.loss_dice: 0.8450, decode.d7.loss_cls: 0.4002, decode.d7.loss_mask: 0.5589, decode.d7.loss_dice: 0.8524, decode.d8.loss_cls: 0.3992, decode.d8.loss_mask: 0.5603, decode.d8.loss_dice: 0.8512, loss: 20.4464 2022-04-26 17:27:36,163 - mmseg - INFO - Iter [55150/160000] lr: 9.409e-07, eta: 1 day, 8:00:28, time: 1.046, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4036, decode.loss_mask: 0.5697, decode.loss_dice: 0.8602, decode.d0.loss_cls: 2.1723, decode.d0.loss_mask: 0.6173, decode.d0.loss_dice: 1.0049, decode.d1.loss_cls: 0.4990, decode.d1.loss_mask: 0.5857, decode.d1.loss_dice: 0.9089, decode.d2.loss_cls: 0.4463, decode.d2.loss_mask: 0.5790, decode.d2.loss_dice: 0.8829, decode.d3.loss_cls: 0.4276, decode.d3.loss_mask: 0.5711, decode.d3.loss_dice: 0.8669, decode.d4.loss_cls: 0.4099, decode.d4.loss_mask: 0.5736, decode.d4.loss_dice: 0.8693, decode.d5.loss_cls: 0.4079, decode.d5.loss_mask: 0.5691, decode.d5.loss_dice: 0.8684, decode.d6.loss_cls: 0.3999, decode.d6.loss_mask: 0.5700, decode.d6.loss_dice: 0.8579, decode.d7.loss_cls: 0.4049, decode.d7.loss_mask: 0.5687, decode.d7.loss_dice: 0.8606, decode.d8.loss_cls: 0.4018, decode.d8.loss_mask: 0.5684, decode.d8.loss_dice: 0.8605, loss: 20.5862 2022-04-26 17:28:28,940 - mmseg - INFO - Iter [55200/160000] lr: 9.405e-07, eta: 1 day, 7:59:29, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3650, decode.loss_mask: 0.5388, decode.loss_dice: 0.8462, decode.d0.loss_cls: 2.1848, decode.d0.loss_mask: 0.5808, decode.d0.loss_dice: 0.9743, decode.d1.loss_cls: 0.4675, decode.d1.loss_mask: 0.5581, decode.d1.loss_dice: 0.8963, decode.d2.loss_cls: 0.4147, decode.d2.loss_mask: 0.5447, decode.d2.loss_dice: 0.8680, decode.d3.loss_cls: 0.3900, decode.d3.loss_mask: 0.5401, decode.d3.loss_dice: 0.8488, decode.d4.loss_cls: 0.3806, decode.d4.loss_mask: 0.5389, decode.d4.loss_dice: 0.8511, decode.d5.loss_cls: 0.3737, decode.d5.loss_mask: 0.5377, decode.d5.loss_dice: 0.8426, decode.d6.loss_cls: 0.3692, decode.d6.loss_mask: 0.5376, decode.d6.loss_dice: 0.8385, decode.d7.loss_cls: 0.3681, decode.d7.loss_mask: 0.5391, decode.d7.loss_dice: 0.8420, decode.d8.loss_cls: 0.3706, decode.d8.loss_mask: 0.5383, decode.d8.loss_dice: 0.8475, loss: 19.7932 2022-04-26 17:29:22,193 - mmseg - INFO - Iter [55250/160000] lr: 9.400e-07, eta: 1 day, 7:58:30, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3934, decode.loss_mask: 0.5617, decode.loss_dice: 0.8751, decode.d0.loss_cls: 2.1918, decode.d0.loss_mask: 0.6138, decode.d0.loss_dice: 0.9994, decode.d1.loss_cls: 0.5019, decode.d1.loss_mask: 0.5865, decode.d1.loss_dice: 0.9249, decode.d2.loss_cls: 0.4273, decode.d2.loss_mask: 0.5711, decode.d2.loss_dice: 0.8989, decode.d3.loss_cls: 0.4138, decode.d3.loss_mask: 0.5658, decode.d3.loss_dice: 0.8786, decode.d4.loss_cls: 0.3965, decode.d4.loss_mask: 0.5669, decode.d4.loss_dice: 0.8807, decode.d5.loss_cls: 0.3909, decode.d5.loss_mask: 0.5639, decode.d5.loss_dice: 0.8750, decode.d6.loss_cls: 0.3925, decode.d6.loss_mask: 0.5616, decode.d6.loss_dice: 0.8709, decode.d7.loss_cls: 0.3828, decode.d7.loss_mask: 0.5620, decode.d7.loss_dice: 0.8726, decode.d8.loss_cls: 0.3857, decode.d8.loss_mask: 0.5616, decode.d8.loss_dice: 0.8753, loss: 20.5428 2022-04-26 17:30:14,992 - mmseg - INFO - Iter [55300/160000] lr: 9.396e-07, eta: 1 day, 7:57:31, time: 1.056, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3948, decode.loss_mask: 0.5538, decode.loss_dice: 0.8399, decode.d0.loss_cls: 2.2569, decode.d0.loss_mask: 0.5989, decode.d0.loss_dice: 0.9946, decode.d1.loss_cls: 0.4789, decode.d1.loss_mask: 0.5779, decode.d1.loss_dice: 0.8926, decode.d2.loss_cls: 0.4326, decode.d2.loss_mask: 0.5660, decode.d2.loss_dice: 0.8673, decode.d3.loss_cls: 0.4149, decode.d3.loss_mask: 0.5584, decode.d3.loss_dice: 0.8497, decode.d4.loss_cls: 0.4132, decode.d4.loss_mask: 0.5565, decode.d4.loss_dice: 0.8518, decode.d5.loss_cls: 0.4050, decode.d5.loss_mask: 0.5564, decode.d5.loss_dice: 0.8501, decode.d6.loss_cls: 0.3955, decode.d6.loss_mask: 0.5579, decode.d6.loss_dice: 0.8422, decode.d7.loss_cls: 0.3930, decode.d7.loss_mask: 0.5561, decode.d7.loss_dice: 0.8458, decode.d8.loss_cls: 0.3895, decode.d8.loss_mask: 0.5559, decode.d8.loss_dice: 0.8457, loss: 20.2918 2022-04-26 17:31:07,362 - mmseg - INFO - Iter [55350/160000] lr: 9.391e-07, eta: 1 day, 7:56:32, time: 1.047, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4054, decode.loss_mask: 0.5543, decode.loss_dice: 0.8652, decode.d0.loss_cls: 2.2506, decode.d0.loss_mask: 0.5969, decode.d0.loss_dice: 1.0195, decode.d1.loss_cls: 0.5144, decode.d1.loss_mask: 0.5732, decode.d1.loss_dice: 0.9278, decode.d2.loss_cls: 0.4620, decode.d2.loss_mask: 0.5606, decode.d2.loss_dice: 0.8893, decode.d3.loss_cls: 0.4332, decode.d3.loss_mask: 0.5571, decode.d3.loss_dice: 0.8702, decode.d4.loss_cls: 0.4192, decode.d4.loss_mask: 0.5523, decode.d4.loss_dice: 0.8744, decode.d5.loss_cls: 0.4074, decode.d5.loss_mask: 0.5553, decode.d5.loss_dice: 0.8759, decode.d6.loss_cls: 0.4163, decode.d6.loss_mask: 0.5505, decode.d6.loss_dice: 0.8694, decode.d7.loss_cls: 0.4056, decode.d7.loss_mask: 0.5518, decode.d7.loss_dice: 0.8721, decode.d8.loss_cls: 0.3998, decode.d8.loss_mask: 0.5534, decode.d8.loss_dice: 0.8712, loss: 20.6543 2022-04-26 17:32:00,719 - mmseg - INFO - Iter [55400/160000] lr: 9.387e-07, eta: 1 day, 7:55:34, time: 1.067, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3847, decode.loss_mask: 0.5625, decode.loss_dice: 0.8211, decode.d0.loss_cls: 2.2040, decode.d0.loss_mask: 0.6145, decode.d0.loss_dice: 0.9550, decode.d1.loss_cls: 0.4792, decode.d1.loss_mask: 0.5836, decode.d1.loss_dice: 0.8778, decode.d2.loss_cls: 0.4335, decode.d2.loss_mask: 0.5687, decode.d2.loss_dice: 0.8492, decode.d3.loss_cls: 0.4034, decode.d3.loss_mask: 0.5683, decode.d3.loss_dice: 0.8324, decode.d4.loss_cls: 0.3996, decode.d4.loss_mask: 0.5649, decode.d4.loss_dice: 0.8319, decode.d5.loss_cls: 0.3897, decode.d5.loss_mask: 0.5683, decode.d5.loss_dice: 0.8316, decode.d6.loss_cls: 0.3835, decode.d6.loss_mask: 0.5639, decode.d6.loss_dice: 0.8214, decode.d7.loss_cls: 0.3815, decode.d7.loss_mask: 0.5643, decode.d7.loss_dice: 0.8245, decode.d8.loss_cls: 0.3831, decode.d8.loss_mask: 0.5617, decode.d8.loss_dice: 0.8207, loss: 20.0286 2022-04-26 17:32:53,285 - mmseg - INFO - Iter [55450/160000] lr: 9.382e-07, eta: 1 day, 7:54:34, time: 1.051, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3920, decode.loss_mask: 0.5498, decode.loss_dice: 0.8168, decode.d0.loss_cls: 2.2147, decode.d0.loss_mask: 0.5960, decode.d0.loss_dice: 0.9596, decode.d1.loss_cls: 0.4986, decode.d1.loss_mask: 0.5730, decode.d1.loss_dice: 0.8817, decode.d2.loss_cls: 0.4462, decode.d2.loss_mask: 0.5624, decode.d2.loss_dice: 0.8510, decode.d3.loss_cls: 0.4242, decode.d3.loss_mask: 0.5530, decode.d3.loss_dice: 0.8245, decode.d4.loss_cls: 0.4113, decode.d4.loss_mask: 0.5523, decode.d4.loss_dice: 0.8276, decode.d5.loss_cls: 0.4029, decode.d5.loss_mask: 0.5509, decode.d5.loss_dice: 0.8279, decode.d6.loss_cls: 0.3990, decode.d6.loss_mask: 0.5508, decode.d6.loss_dice: 0.8189, decode.d7.loss_cls: 0.3932, decode.d7.loss_mask: 0.5479, decode.d7.loss_dice: 0.8172, decode.d8.loss_cls: 0.3925, decode.d8.loss_mask: 0.5506, decode.d8.loss_dice: 0.8148, loss: 20.0011 2022-04-26 17:33:46,574 - mmseg - INFO - Iter [55500/160000] lr: 9.378e-07, eta: 1 day, 7:53:36, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4141, decode.loss_mask: 0.5479, decode.loss_dice: 0.8455, decode.d0.loss_cls: 2.2031, decode.d0.loss_mask: 0.5937, decode.d0.loss_dice: 0.9813, decode.d1.loss_cls: 0.5171, decode.d1.loss_mask: 0.5692, decode.d1.loss_dice: 0.9025, decode.d2.loss_cls: 0.4591, decode.d2.loss_mask: 0.5584, decode.d2.loss_dice: 0.8690, decode.d3.loss_cls: 0.4382, decode.d3.loss_mask: 0.5506, decode.d3.loss_dice: 0.8539, decode.d4.loss_cls: 0.4274, decode.d4.loss_mask: 0.5514, decode.d4.loss_dice: 0.8537, decode.d5.loss_cls: 0.4137, decode.d5.loss_mask: 0.5522, decode.d5.loss_dice: 0.8520, decode.d6.loss_cls: 0.4069, decode.d6.loss_mask: 0.5469, decode.d6.loss_dice: 0.8471, decode.d7.loss_cls: 0.4148, decode.d7.loss_mask: 0.5467, decode.d7.loss_dice: 0.8498, decode.d8.loss_cls: 0.4054, decode.d8.loss_mask: 0.5483, decode.d8.loss_dice: 0.8479, loss: 20.3676 2022-04-26 17:34:39,251 - mmseg - INFO - Iter [55550/160000] lr: 9.373e-07, eta: 1 day, 7:52:37, time: 1.056, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4103, decode.loss_mask: 0.5444, decode.loss_dice: 0.8348, decode.d0.loss_cls: 2.2681, decode.d0.loss_mask: 0.5927, decode.d0.loss_dice: 0.9811, decode.d1.loss_cls: 0.5086, decode.d1.loss_mask: 0.5654, decode.d1.loss_dice: 0.8922, decode.d2.loss_cls: 0.4508, decode.d2.loss_mask: 0.5514, decode.d2.loss_dice: 0.8589, decode.d3.loss_cls: 0.4298, decode.d3.loss_mask: 0.5468, decode.d3.loss_dice: 0.8363, decode.d4.loss_cls: 0.4214, decode.d4.loss_mask: 0.5468, decode.d4.loss_dice: 0.8343, decode.d5.loss_cls: 0.4119, decode.d5.loss_mask: 0.5470, decode.d5.loss_dice: 0.8346, decode.d6.loss_cls: 0.4079, decode.d6.loss_mask: 0.5463, decode.d6.loss_dice: 0.8299, decode.d7.loss_cls: 0.4072, decode.d7.loss_mask: 0.5451, decode.d7.loss_dice: 0.8300, decode.d8.loss_cls: 0.4097, decode.d8.loss_mask: 0.5451, decode.d8.loss_dice: 0.8301, loss: 20.2188 2022-04-26 17:35:34,636 - mmseg - INFO - Iter [55600/160000] lr: 9.369e-07, eta: 1 day, 7:51:43, time: 1.108, data_time: 0.069, memory: 64049, decode.loss_cls: 0.4313, decode.loss_mask: 0.5640, decode.loss_dice: 0.8476, decode.d0.loss_cls: 2.2606, decode.d0.loss_mask: 0.6108, decode.d0.loss_dice: 0.9978, decode.d1.loss_cls: 0.5404, decode.d1.loss_mask: 0.5869, decode.d1.loss_dice: 0.9044, decode.d2.loss_cls: 0.4735, decode.d2.loss_mask: 0.5754, decode.d2.loss_dice: 0.8845, decode.d3.loss_cls: 0.4540, decode.d3.loss_mask: 0.5717, decode.d3.loss_dice: 0.8595, decode.d4.loss_cls: 0.4426, decode.d4.loss_mask: 0.5678, decode.d4.loss_dice: 0.8572, decode.d5.loss_cls: 0.4427, decode.d5.loss_mask: 0.5654, decode.d5.loss_dice: 0.8533, decode.d6.loss_cls: 0.4310, decode.d6.loss_mask: 0.5647, decode.d6.loss_dice: 0.8502, decode.d7.loss_cls: 0.4253, decode.d7.loss_mask: 0.5676, decode.d7.loss_dice: 0.8482, decode.d8.loss_cls: 0.4326, decode.d8.loss_mask: 0.5668, decode.d8.loss_dice: 0.8484, loss: 20.8260 2022-04-26 17:36:26,876 - mmseg - INFO - Iter [55650/160000] lr: 9.364e-07, eta: 1 day, 7:50:43, time: 1.045, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3895, decode.loss_mask: 0.5666, decode.loss_dice: 0.8682, decode.d0.loss_cls: 2.2204, decode.d0.loss_mask: 0.6159, decode.d0.loss_dice: 1.0055, decode.d1.loss_cls: 0.4786, decode.d1.loss_mask: 0.5894, decode.d1.loss_dice: 0.9350, decode.d2.loss_cls: 0.4229, decode.d2.loss_mask: 0.5727, decode.d2.loss_dice: 0.9041, decode.d3.loss_cls: 0.4015, decode.d3.loss_mask: 0.5682, decode.d3.loss_dice: 0.8817, decode.d4.loss_cls: 0.3917, decode.d4.loss_mask: 0.5661, decode.d4.loss_dice: 0.8806, decode.d5.loss_cls: 0.3969, decode.d5.loss_mask: 0.5654, decode.d5.loss_dice: 0.8750, decode.d6.loss_cls: 0.3914, decode.d6.loss_mask: 0.5670, decode.d6.loss_dice: 0.8681, decode.d7.loss_cls: 0.3869, decode.d7.loss_mask: 0.5651, decode.d7.loss_dice: 0.8702, decode.d8.loss_cls: 0.3875, decode.d8.loss_mask: 0.5646, decode.d8.loss_dice: 0.8718, loss: 20.5684 2022-04-26 17:37:20,117 - mmseg - INFO - Iter [55700/160000] lr: 9.360e-07, eta: 1 day, 7:49:45, time: 1.065, data_time: 0.013, memory: 64049, decode.loss_cls: 0.3681, decode.loss_mask: 0.5630, decode.loss_dice: 0.8392, decode.d0.loss_cls: 2.2069, decode.d0.loss_mask: 0.6054, decode.d0.loss_dice: 0.9718, decode.d1.loss_cls: 0.4828, decode.d1.loss_mask: 0.5775, decode.d1.loss_dice: 0.8887, decode.d2.loss_cls: 0.4300, decode.d2.loss_mask: 0.5654, decode.d2.loss_dice: 0.8631, decode.d3.loss_cls: 0.3953, decode.d3.loss_mask: 0.5617, decode.d3.loss_dice: 0.8433, decode.d4.loss_cls: 0.3819, decode.d4.loss_mask: 0.5599, decode.d4.loss_dice: 0.8491, decode.d5.loss_cls: 0.3805, decode.d5.loss_mask: 0.5617, decode.d5.loss_dice: 0.8452, decode.d6.loss_cls: 0.3712, decode.d6.loss_mask: 0.5625, decode.d6.loss_dice: 0.8449, decode.d7.loss_cls: 0.3711, decode.d7.loss_mask: 0.5614, decode.d7.loss_dice: 0.8428, decode.d8.loss_cls: 0.3708, decode.d8.loss_mask: 0.5620, decode.d8.loss_dice: 0.8432, loss: 20.0703 2022-04-26 17:38:13,204 - mmseg - INFO - Iter [55750/160000] lr: 9.355e-07, eta: 1 day, 7:48:47, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3737, decode.loss_mask: 0.5511, decode.loss_dice: 0.8564, decode.d0.loss_cls: 2.1752, decode.d0.loss_mask: 0.5991, decode.d0.loss_dice: 0.9884, decode.d1.loss_cls: 0.4796, decode.d1.loss_mask: 0.5735, decode.d1.loss_dice: 0.9067, decode.d2.loss_cls: 0.4157, decode.d2.loss_mask: 0.5619, decode.d2.loss_dice: 0.8759, decode.d3.loss_cls: 0.3948, decode.d3.loss_mask: 0.5563, decode.d3.loss_dice: 0.8594, decode.d4.loss_cls: 0.3839, decode.d4.loss_mask: 0.5549, decode.d4.loss_dice: 0.8597, decode.d5.loss_cls: 0.3792, decode.d5.loss_mask: 0.5548, decode.d5.loss_dice: 0.8610, decode.d6.loss_cls: 0.3791, decode.d6.loss_mask: 0.5510, decode.d6.loss_dice: 0.8560, decode.d7.loss_cls: 0.3706, decode.d7.loss_mask: 0.5508, decode.d7.loss_dice: 0.8564, decode.d8.loss_cls: 0.3754, decode.d8.loss_mask: 0.5515, decode.d8.loss_dice: 0.8551, loss: 20.1074 2022-04-26 17:39:06,132 - mmseg - INFO - Iter [55800/160000] lr: 9.351e-07, eta: 1 day, 7:47:48, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3784, decode.loss_mask: 0.5526, decode.loss_dice: 0.8380, decode.d0.loss_cls: 2.1926, decode.d0.loss_mask: 0.6032, decode.d0.loss_dice: 0.9734, decode.d1.loss_cls: 0.4780, decode.d1.loss_mask: 0.5723, decode.d1.loss_dice: 0.8907, decode.d2.loss_cls: 0.4285, decode.d2.loss_mask: 0.5629, decode.d2.loss_dice: 0.8632, decode.d3.loss_cls: 0.4029, decode.d3.loss_mask: 0.5570, decode.d3.loss_dice: 0.8449, decode.d4.loss_cls: 0.3819, decode.d4.loss_mask: 0.5555, decode.d4.loss_dice: 0.8428, decode.d5.loss_cls: 0.3768, decode.d5.loss_mask: 0.5547, decode.d5.loss_dice: 0.8465, decode.d6.loss_cls: 0.3694, decode.d6.loss_mask: 0.5519, decode.d6.loss_dice: 0.8433, decode.d7.loss_cls: 0.3772, decode.d7.loss_mask: 0.5520, decode.d7.loss_dice: 0.8445, decode.d8.loss_cls: 0.3780, decode.d8.loss_mask: 0.5518, decode.d8.loss_dice: 0.8397, loss: 20.0047 2022-04-26 17:39:59,131 - mmseg - INFO - Iter [55850/160000] lr: 9.346e-07, eta: 1 day, 7:46:49, time: 1.060, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3562, decode.loss_mask: 0.5385, decode.loss_dice: 0.8132, decode.d0.loss_cls: 2.1118, decode.d0.loss_mask: 0.5846, decode.d0.loss_dice: 0.9581, decode.d1.loss_cls: 0.4507, decode.d1.loss_mask: 0.5609, decode.d1.loss_dice: 0.8746, decode.d2.loss_cls: 0.4047, decode.d2.loss_mask: 0.5477, decode.d2.loss_dice: 0.8433, decode.d3.loss_cls: 0.3745, decode.d3.loss_mask: 0.5420, decode.d3.loss_dice: 0.8275, decode.d4.loss_cls: 0.3681, decode.d4.loss_mask: 0.5421, decode.d4.loss_dice: 0.8272, decode.d5.loss_cls: 0.3596, decode.d5.loss_mask: 0.5419, decode.d5.loss_dice: 0.8255, decode.d6.loss_cls: 0.3528, decode.d6.loss_mask: 0.5408, decode.d6.loss_dice: 0.8202, decode.d7.loss_cls: 0.3557, decode.d7.loss_mask: 0.5409, decode.d7.loss_dice: 0.8201, decode.d8.loss_cls: 0.3540, decode.d8.loss_mask: 0.5393, decode.d8.loss_dice: 0.8200, loss: 19.3967 2022-04-26 17:40:52,618 - mmseg - INFO - Iter [55900/160000] lr: 9.342e-07, eta: 1 day, 7:45:52, time: 1.070, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4114, decode.loss_mask: 0.5499, decode.loss_dice: 0.8595, decode.d0.loss_cls: 2.2561, decode.d0.loss_mask: 0.5972, decode.d0.loss_dice: 1.0109, decode.d1.loss_cls: 0.5165, decode.d1.loss_mask: 0.5757, decode.d1.loss_dice: 0.9205, decode.d2.loss_cls: 0.4607, decode.d2.loss_mask: 0.5630, decode.d2.loss_dice: 0.8873, decode.d3.loss_cls: 0.4376, decode.d3.loss_mask: 0.5528, decode.d3.loss_dice: 0.8680, decode.d4.loss_cls: 0.4217, decode.d4.loss_mask: 0.5501, decode.d4.loss_dice: 0.8680, decode.d5.loss_cls: 0.4116, decode.d5.loss_mask: 0.5529, decode.d5.loss_dice: 0.8631, decode.d6.loss_cls: 0.4123, decode.d6.loss_mask: 0.5487, decode.d6.loss_dice: 0.8575, decode.d7.loss_cls: 0.4072, decode.d7.loss_mask: 0.5523, decode.d7.loss_dice: 0.8637, decode.d8.loss_cls: 0.4135, decode.d8.loss_mask: 0.5483, decode.d8.loss_dice: 0.8619, loss: 20.6000 2022-04-26 17:41:45,076 - mmseg - INFO - Iter [55950/160000] lr: 9.337e-07, eta: 1 day, 7:44:52, time: 1.049, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4102, decode.loss_mask: 0.5514, decode.loss_dice: 0.8448, decode.d0.loss_cls: 2.3021, decode.d0.loss_mask: 0.6047, decode.d0.loss_dice: 0.9960, decode.d1.loss_cls: 0.5124, decode.d1.loss_mask: 0.5761, decode.d1.loss_dice: 0.9065, decode.d2.loss_cls: 0.4558, decode.d2.loss_mask: 0.5665, decode.d2.loss_dice: 0.8775, decode.d3.loss_cls: 0.4305, decode.d3.loss_mask: 0.5568, decode.d3.loss_dice: 0.8579, decode.d4.loss_cls: 0.4246, decode.d4.loss_mask: 0.5548, decode.d4.loss_dice: 0.8554, decode.d5.loss_cls: 0.4192, decode.d5.loss_mask: 0.5571, decode.d5.loss_dice: 0.8519, decode.d6.loss_cls: 0.4160, decode.d6.loss_mask: 0.5551, decode.d6.loss_dice: 0.8480, decode.d7.loss_cls: 0.4095, decode.d7.loss_mask: 0.5521, decode.d7.loss_dice: 0.8477, decode.d8.loss_cls: 0.4104, decode.d8.loss_mask: 0.5534, decode.d8.loss_dice: 0.8481, loss: 20.5525 2022-04-26 17:42:38,498 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 17:42:38,500 - mmseg - INFO - Iter [56000/160000] lr: 9.333e-07, eta: 1 day, 7:43:55, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3692, decode.loss_mask: 0.5704, decode.loss_dice: 0.8567, decode.d0.loss_cls: 2.2456, decode.d0.loss_mask: 0.6112, decode.d0.loss_dice: 1.0063, decode.d1.loss_cls: 0.4830, decode.d1.loss_mask: 0.5882, decode.d1.loss_dice: 0.9154, decode.d2.loss_cls: 0.4252, decode.d2.loss_mask: 0.5773, decode.d2.loss_dice: 0.8902, decode.d3.loss_cls: 0.4092, decode.d3.loss_mask: 0.5681, decode.d3.loss_dice: 0.8609, decode.d4.loss_cls: 0.3948, decode.d4.loss_mask: 0.5681, decode.d4.loss_dice: 0.8612, decode.d5.loss_cls: 0.3868, decode.d5.loss_mask: 0.5672, decode.d5.loss_dice: 0.8620, decode.d6.loss_cls: 0.3845, decode.d6.loss_mask: 0.5681, decode.d6.loss_dice: 0.8519, decode.d7.loss_cls: 0.3802, decode.d7.loss_mask: 0.5679, decode.d7.loss_dice: 0.8550, decode.d8.loss_cls: 0.3812, decode.d8.loss_mask: 0.5669, decode.d8.loss_dice: 0.8526, loss: 20.4252 2022-04-26 17:43:31,265 - mmseg - INFO - Iter [56050/160000] lr: 9.328e-07, eta: 1 day, 7:42:56, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3837, decode.loss_mask: 0.5479, decode.loss_dice: 0.8402, decode.d0.loss_cls: 2.2170, decode.d0.loss_mask: 0.5923, decode.d0.loss_dice: 0.9785, decode.d1.loss_cls: 0.4868, decode.d1.loss_mask: 0.5637, decode.d1.loss_dice: 0.8945, decode.d2.loss_cls: 0.4379, decode.d2.loss_mask: 0.5529, decode.d2.loss_dice: 0.8657, decode.d3.loss_cls: 0.4098, decode.d3.loss_mask: 0.5473, decode.d3.loss_dice: 0.8502, decode.d4.loss_cls: 0.3906, decode.d4.loss_mask: 0.5452, decode.d4.loss_dice: 0.8546, decode.d5.loss_cls: 0.3828, decode.d5.loss_mask: 0.5467, decode.d5.loss_dice: 0.8515, decode.d6.loss_cls: 0.3827, decode.d6.loss_mask: 0.5464, decode.d6.loss_dice: 0.8475, decode.d7.loss_cls: 0.3820, decode.d7.loss_mask: 0.5474, decode.d7.loss_dice: 0.8461, decode.d8.loss_cls: 0.3855, decode.d8.loss_mask: 0.5466, decode.d8.loss_dice: 0.8438, loss: 20.0675 2022-04-26 17:44:24,855 - mmseg - INFO - Iter [56100/160000] lr: 9.324e-07, eta: 1 day, 7:41:58, time: 1.072, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4217, decode.loss_mask: 0.5466, decode.loss_dice: 0.8590, decode.d0.loss_cls: 2.2573, decode.d0.loss_mask: 0.5900, decode.d0.loss_dice: 1.0033, decode.d1.loss_cls: 0.5202, decode.d1.loss_mask: 0.5662, decode.d1.loss_dice: 0.9121, decode.d2.loss_cls: 0.4642, decode.d2.loss_mask: 0.5526, decode.d2.loss_dice: 0.8926, decode.d3.loss_cls: 0.4476, decode.d3.loss_mask: 0.5487, decode.d3.loss_dice: 0.8666, decode.d4.loss_cls: 0.4399, decode.d4.loss_mask: 0.5486, decode.d4.loss_dice: 0.8677, decode.d5.loss_cls: 0.4292, decode.d5.loss_mask: 0.5477, decode.d5.loss_dice: 0.8660, decode.d6.loss_cls: 0.4245, decode.d6.loss_mask: 0.5466, decode.d6.loss_dice: 0.8667, decode.d7.loss_cls: 0.4213, decode.d7.loss_mask: 0.5465, decode.d7.loss_dice: 0.8666, decode.d8.loss_cls: 0.4224, decode.d8.loss_mask: 0.5452, decode.d8.loss_dice: 0.8668, loss: 20.6543 2022-04-26 17:45:17,821 - mmseg - INFO - Iter [56150/160000] lr: 9.319e-07, eta: 1 day, 7:41:00, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3964, decode.loss_mask: 0.5546, decode.loss_dice: 0.8278, decode.d0.loss_cls: 2.2298, decode.d0.loss_mask: 0.6053, decode.d0.loss_dice: 0.9761, decode.d1.loss_cls: 0.5041, decode.d1.loss_mask: 0.5787, decode.d1.loss_dice: 0.8881, decode.d2.loss_cls: 0.4516, decode.d2.loss_mask: 0.5669, decode.d2.loss_dice: 0.8518, decode.d3.loss_cls: 0.4249, decode.d3.loss_mask: 0.5603, decode.d3.loss_dice: 0.8354, decode.d4.loss_cls: 0.4140, decode.d4.loss_mask: 0.5610, decode.d4.loss_dice: 0.8327, decode.d5.loss_cls: 0.3992, decode.d5.loss_mask: 0.5588, decode.d5.loss_dice: 0.8353, decode.d6.loss_cls: 0.3995, decode.d6.loss_mask: 0.5553, decode.d6.loss_dice: 0.8269, decode.d7.loss_cls: 0.4003, decode.d7.loss_mask: 0.5562, decode.d7.loss_dice: 0.8276, decode.d8.loss_cls: 0.3940, decode.d8.loss_mask: 0.5548, decode.d8.loss_dice: 0.8293, loss: 20.1968 2022-04-26 17:46:11,970 - mmseg - INFO - Iter [56200/160000] lr: 9.315e-07, eta: 1 day, 7:40:03, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4087, decode.loss_mask: 0.5747, decode.loss_dice: 0.8572, decode.d0.loss_cls: 2.2284, decode.d0.loss_mask: 0.6131, decode.d0.loss_dice: 0.9988, decode.d1.loss_cls: 0.5116, decode.d1.loss_mask: 0.5918, decode.d1.loss_dice: 0.9158, decode.d2.loss_cls: 0.4607, decode.d2.loss_mask: 0.5800, decode.d2.loss_dice: 0.8871, decode.d3.loss_cls: 0.4367, decode.d3.loss_mask: 0.5768, decode.d3.loss_dice: 0.8678, decode.d4.loss_cls: 0.4232, decode.d4.loss_mask: 0.5732, decode.d4.loss_dice: 0.8617, decode.d5.loss_cls: 0.4143, decode.d5.loss_mask: 0.5726, decode.d5.loss_dice: 0.8635, decode.d6.loss_cls: 0.4056, decode.d6.loss_mask: 0.5745, decode.d6.loss_dice: 0.8570, decode.d7.loss_cls: 0.4091, decode.d7.loss_mask: 0.5764, decode.d7.loss_dice: 0.8575, decode.d8.loss_cls: 0.4084, decode.d8.loss_mask: 0.5756, decode.d8.loss_dice: 0.8630, loss: 20.7444 2022-04-26 17:47:07,127 - mmseg - INFO - Iter [56250/160000] lr: 9.310e-07, eta: 1 day, 7:39:09, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3756, decode.loss_mask: 0.5498, decode.loss_dice: 0.8442, decode.d0.loss_cls: 2.1992, decode.d0.loss_mask: 0.5992, decode.d0.loss_dice: 0.9852, decode.d1.loss_cls: 0.4836, decode.d1.loss_mask: 0.5764, decode.d1.loss_dice: 0.9028, decode.d2.loss_cls: 0.4168, decode.d2.loss_mask: 0.5659, decode.d2.loss_dice: 0.8727, decode.d3.loss_cls: 0.3987, decode.d3.loss_mask: 0.5528, decode.d3.loss_dice: 0.8479, decode.d4.loss_cls: 0.3839, decode.d4.loss_mask: 0.5530, decode.d4.loss_dice: 0.8492, decode.d5.loss_cls: 0.3804, decode.d5.loss_mask: 0.5537, decode.d5.loss_dice: 0.8487, decode.d6.loss_cls: 0.3708, decode.d6.loss_mask: 0.5505, decode.d6.loss_dice: 0.8440, decode.d7.loss_cls: 0.3721, decode.d7.loss_mask: 0.5510, decode.d7.loss_dice: 0.8433, decode.d8.loss_cls: 0.3684, decode.d8.loss_mask: 0.5515, decode.d8.loss_dice: 0.8499, loss: 20.0413 2022-04-26 17:48:02,678 - mmseg - INFO - Iter [56300/160000] lr: 9.306e-07, eta: 1 day, 7:38:15, time: 1.111, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3871, decode.loss_mask: 0.5549, decode.loss_dice: 0.8233, decode.d0.loss_cls: 2.1782, decode.d0.loss_mask: 0.6017, decode.d0.loss_dice: 0.9599, decode.d1.loss_cls: 0.4912, decode.d1.loss_mask: 0.5680, decode.d1.loss_dice: 0.8832, decode.d2.loss_cls: 0.4328, decode.d2.loss_mask: 0.5609, decode.d2.loss_dice: 0.8550, decode.d3.loss_cls: 0.4105, decode.d3.loss_mask: 0.5563, decode.d3.loss_dice: 0.8309, decode.d4.loss_cls: 0.4022, decode.d4.loss_mask: 0.5555, decode.d4.loss_dice: 0.8346, decode.d5.loss_cls: 0.3980, decode.d5.loss_mask: 0.5545, decode.d5.loss_dice: 0.8310, decode.d6.loss_cls: 0.3845, decode.d6.loss_mask: 0.5552, decode.d6.loss_dice: 0.8267, decode.d7.loss_cls: 0.3870, decode.d7.loss_mask: 0.5564, decode.d7.loss_dice: 0.8257, decode.d8.loss_cls: 0.3872, decode.d8.loss_mask: 0.5571, decode.d8.loss_dice: 0.8262, loss: 19.9758 2022-04-26 17:48:57,161 - mmseg - INFO - Iter [56350/160000] lr: 9.301e-07, eta: 1 day, 7:37:19, time: 1.090, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3798, decode.loss_mask: 0.5462, decode.loss_dice: 0.8216, decode.d0.loss_cls: 2.2244, decode.d0.loss_mask: 0.5895, decode.d0.loss_dice: 0.9540, decode.d1.loss_cls: 0.4833, decode.d1.loss_mask: 0.5751, decode.d1.loss_dice: 0.8797, decode.d2.loss_cls: 0.4281, decode.d2.loss_mask: 0.5599, decode.d2.loss_dice: 0.8422, decode.d3.loss_cls: 0.4081, decode.d3.loss_mask: 0.5524, decode.d3.loss_dice: 0.8222, decode.d4.loss_cls: 0.3967, decode.d4.loss_mask: 0.5474, decode.d4.loss_dice: 0.8251, decode.d5.loss_cls: 0.3839, decode.d5.loss_mask: 0.5481, decode.d5.loss_dice: 0.8230, decode.d6.loss_cls: 0.3912, decode.d6.loss_mask: 0.5458, decode.d6.loss_dice: 0.8253, decode.d7.loss_cls: 0.3835, decode.d7.loss_mask: 0.5468, decode.d7.loss_dice: 0.8235, decode.d8.loss_cls: 0.3772, decode.d8.loss_mask: 0.5454, decode.d8.loss_dice: 0.8264, loss: 19.8556 2022-04-26 17:49:51,144 - mmseg - INFO - Iter [56400/160000] lr: 9.297e-07, eta: 1 day, 7:36:23, time: 1.080, data_time: 0.013, memory: 64049, decode.loss_cls: 0.3866, decode.loss_mask: 0.5776, decode.loss_dice: 0.8649, decode.d0.loss_cls: 2.1719, decode.d0.loss_mask: 0.6261, decode.d0.loss_dice: 1.0023, decode.d1.loss_cls: 0.4953, decode.d1.loss_mask: 0.5966, decode.d1.loss_dice: 0.9179, decode.d2.loss_cls: 0.4340, decode.d2.loss_mask: 0.5830, decode.d2.loss_dice: 0.8900, decode.d3.loss_cls: 0.4049, decode.d3.loss_mask: 0.5828, decode.d3.loss_dice: 0.8680, decode.d4.loss_cls: 0.3906, decode.d4.loss_mask: 0.5792, decode.d4.loss_dice: 0.8715, decode.d5.loss_cls: 0.3922, decode.d5.loss_mask: 0.5797, decode.d5.loss_dice: 0.8713, decode.d6.loss_cls: 0.3866, decode.d6.loss_mask: 0.5787, decode.d6.loss_dice: 0.8674, decode.d7.loss_cls: 0.3839, decode.d7.loss_mask: 0.5765, decode.d7.loss_dice: 0.8659, decode.d8.loss_cls: 0.3828, decode.d8.loss_mask: 0.5751, decode.d8.loss_dice: 0.8701, loss: 20.5734 2022-04-26 17:50:45,086 - mmseg - INFO - Iter [56450/160000] lr: 9.292e-07, eta: 1 day, 7:35:26, time: 1.079, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3776, decode.loss_mask: 0.5653, decode.loss_dice: 0.8519, decode.d0.loss_cls: 2.2006, decode.d0.loss_mask: 0.6124, decode.d0.loss_dice: 0.9951, decode.d1.loss_cls: 0.5006, decode.d1.loss_mask: 0.5847, decode.d1.loss_dice: 0.9028, decode.d2.loss_cls: 0.4313, decode.d2.loss_mask: 0.5722, decode.d2.loss_dice: 0.8733, decode.d3.loss_cls: 0.4046, decode.d3.loss_mask: 0.5659, decode.d3.loss_dice: 0.8588, decode.d4.loss_cls: 0.3947, decode.d4.loss_mask: 0.5651, decode.d4.loss_dice: 0.8600, decode.d5.loss_cls: 0.3876, decode.d5.loss_mask: 0.5663, decode.d5.loss_dice: 0.8568, decode.d6.loss_cls: 0.3850, decode.d6.loss_mask: 0.5626, decode.d6.loss_dice: 0.8457, decode.d7.loss_cls: 0.3825, decode.d7.loss_mask: 0.5667, decode.d7.loss_dice: 0.8535, decode.d8.loss_cls: 0.3831, decode.d8.loss_mask: 0.5650, decode.d8.loss_dice: 0.8507, loss: 20.3222 2022-04-26 17:51:39,109 - mmseg - INFO - Iter [56500/160000] lr: 9.288e-07, eta: 1 day, 7:34:30, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3806, decode.loss_mask: 0.5467, decode.loss_dice: 0.8206, decode.d0.loss_cls: 2.1877, decode.d0.loss_mask: 0.5918, decode.d0.loss_dice: 0.9604, decode.d1.loss_cls: 0.4790, decode.d1.loss_mask: 0.5660, decode.d1.loss_dice: 0.8679, decode.d2.loss_cls: 0.4297, decode.d2.loss_mask: 0.5523, decode.d2.loss_dice: 0.8414, decode.d3.loss_cls: 0.3960, decode.d3.loss_mask: 0.5492, decode.d3.loss_dice: 0.8247, decode.d4.loss_cls: 0.3890, decode.d4.loss_mask: 0.5481, decode.d4.loss_dice: 0.8249, decode.d5.loss_cls: 0.3792, decode.d5.loss_mask: 0.5482, decode.d5.loss_dice: 0.8239, decode.d6.loss_cls: 0.3836, decode.d6.loss_mask: 0.5442, decode.d6.loss_dice: 0.8139, decode.d7.loss_cls: 0.3746, decode.d7.loss_mask: 0.5463, decode.d7.loss_dice: 0.8225, decode.d8.loss_cls: 0.3761, decode.d8.loss_mask: 0.5492, decode.d8.loss_dice: 0.8267, loss: 19.7441 2022-04-26 17:52:32,924 - mmseg - INFO - Iter [56550/160000] lr: 9.283e-07, eta: 1 day, 7:33:33, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3817, decode.loss_mask: 0.5602, decode.loss_dice: 0.8409, decode.d0.loss_cls: 2.2385, decode.d0.loss_mask: 0.6073, decode.d0.loss_dice: 0.9875, decode.d1.loss_cls: 0.4927, decode.d1.loss_mask: 0.5723, decode.d1.loss_dice: 0.8940, decode.d2.loss_cls: 0.4344, decode.d2.loss_mask: 0.5635, decode.d2.loss_dice: 0.8722, decode.d3.loss_cls: 0.3930, decode.d3.loss_mask: 0.5634, decode.d3.loss_dice: 0.8505, decode.d4.loss_cls: 0.3812, decode.d4.loss_mask: 0.5588, decode.d4.loss_dice: 0.8489, decode.d5.loss_cls: 0.3900, decode.d5.loss_mask: 0.5573, decode.d5.loss_dice: 0.8492, decode.d6.loss_cls: 0.3769, decode.d6.loss_mask: 0.5593, decode.d6.loss_dice: 0.8405, decode.d7.loss_cls: 0.3800, decode.d7.loss_mask: 0.5597, decode.d7.loss_dice: 0.8461, decode.d8.loss_cls: 0.3788, decode.d8.loss_mask: 0.5587, decode.d8.loss_dice: 0.8448, loss: 20.1825 2022-04-26 17:53:27,409 - mmseg - INFO - Iter [56600/160000] lr: 9.279e-07, eta: 1 day, 7:32:37, time: 1.090, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3884, decode.loss_mask: 0.5427, decode.loss_dice: 0.8353, decode.d0.loss_cls: 2.2263, decode.d0.loss_mask: 0.5882, decode.d0.loss_dice: 0.9770, decode.d1.loss_cls: 0.4892, decode.d1.loss_mask: 0.5664, decode.d1.loss_dice: 0.8882, decode.d2.loss_cls: 0.4428, decode.d2.loss_mask: 0.5492, decode.d2.loss_dice: 0.8594, decode.d3.loss_cls: 0.4116, decode.d3.loss_mask: 0.5449, decode.d3.loss_dice: 0.8474, decode.d4.loss_cls: 0.3908, decode.d4.loss_mask: 0.5437, decode.d4.loss_dice: 0.8456, decode.d5.loss_cls: 0.3941, decode.d5.loss_mask: 0.5403, decode.d5.loss_dice: 0.8400, decode.d6.loss_cls: 0.3868, decode.d6.loss_mask: 0.5432, decode.d6.loss_dice: 0.8364, decode.d7.loss_cls: 0.3886, decode.d7.loss_mask: 0.5420, decode.d7.loss_dice: 0.8349, decode.d8.loss_cls: 0.3938, decode.d8.loss_mask: 0.5424, decode.d8.loss_dice: 0.8335, loss: 20.0130 2022-04-26 17:54:20,511 - mmseg - INFO - Iter [56650/160000] lr: 9.274e-07, eta: 1 day, 7:31:39, time: 1.062, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4211, decode.loss_mask: 0.5709, decode.loss_dice: 0.8629, decode.d0.loss_cls: 2.2869, decode.d0.loss_mask: 0.6177, decode.d0.loss_dice: 1.0036, decode.d1.loss_cls: 0.5253, decode.d1.loss_mask: 0.5913, decode.d1.loss_dice: 0.9221, decode.d2.loss_cls: 0.4670, decode.d2.loss_mask: 0.5834, decode.d2.loss_dice: 0.8926, decode.d3.loss_cls: 0.4424, decode.d3.loss_mask: 0.5776, decode.d3.loss_dice: 0.8745, decode.d4.loss_cls: 0.4364, decode.d4.loss_mask: 0.5749, decode.d4.loss_dice: 0.8678, decode.d5.loss_cls: 0.4291, decode.d5.loss_mask: 0.5730, decode.d5.loss_dice: 0.8698, decode.d6.loss_cls: 0.4252, decode.d6.loss_mask: 0.5740, decode.d6.loss_dice: 0.8602, decode.d7.loss_cls: 0.4185, decode.d7.loss_mask: 0.5715, decode.d7.loss_dice: 0.8622, decode.d8.loss_cls: 0.4141, decode.d8.loss_mask: 0.5729, decode.d8.loss_dice: 0.8650, loss: 20.9538 2022-04-26 17:55:14,856 - mmseg - INFO - Iter [56700/160000] lr: 9.270e-07, eta: 1 day, 7:30:43, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4158, decode.loss_mask: 0.5418, decode.loss_dice: 0.8525, decode.d0.loss_cls: 2.1594, decode.d0.loss_mask: 0.5844, decode.d0.loss_dice: 0.9766, decode.d1.loss_cls: 0.5223, decode.d1.loss_mask: 0.5609, decode.d1.loss_dice: 0.8961, decode.d2.loss_cls: 0.4658, decode.d2.loss_mask: 0.5478, decode.d2.loss_dice: 0.8725, decode.d3.loss_cls: 0.4497, decode.d3.loss_mask: 0.5399, decode.d3.loss_dice: 0.8457, decode.d4.loss_cls: 0.4367, decode.d4.loss_mask: 0.5403, decode.d4.loss_dice: 0.8500, decode.d5.loss_cls: 0.4316, decode.d5.loss_mask: 0.5415, decode.d5.loss_dice: 0.8494, decode.d6.loss_cls: 0.4256, decode.d6.loss_mask: 0.5392, decode.d6.loss_dice: 0.8445, decode.d7.loss_cls: 0.4182, decode.d7.loss_mask: 0.5398, decode.d7.loss_dice: 0.8460, decode.d8.loss_cls: 0.4195, decode.d8.loss_mask: 0.5422, decode.d8.loss_dice: 0.8510, loss: 20.3065 2022-04-26 17:56:07,740 - mmseg - INFO - Iter [56750/160000] lr: 9.265e-07, eta: 1 day, 7:29:44, time: 1.058, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4035, decode.loss_mask: 0.5540, decode.loss_dice: 0.8665, decode.d0.loss_cls: 2.2511, decode.d0.loss_mask: 0.6006, decode.d0.loss_dice: 1.0049, decode.d1.loss_cls: 0.5149, decode.d1.loss_mask: 0.5753, decode.d1.loss_dice: 0.9261, decode.d2.loss_cls: 0.4612, decode.d2.loss_mask: 0.5631, decode.d2.loss_dice: 0.8904, decode.d3.loss_cls: 0.4338, decode.d3.loss_mask: 0.5592, decode.d3.loss_dice: 0.8770, decode.d4.loss_cls: 0.4266, decode.d4.loss_mask: 0.5585, decode.d4.loss_dice: 0.8744, decode.d5.loss_cls: 0.4203, decode.d5.loss_mask: 0.5558, decode.d5.loss_dice: 0.8694, decode.d6.loss_cls: 0.4097, decode.d6.loss_mask: 0.5545, decode.d6.loss_dice: 0.8666, decode.d7.loss_cls: 0.4074, decode.d7.loss_mask: 0.5537, decode.d7.loss_dice: 0.8689, decode.d8.loss_cls: 0.4051, decode.d8.loss_mask: 0.5535, decode.d8.loss_dice: 0.8664, loss: 20.6723 2022-04-26 17:57:01,637 - mmseg - INFO - Iter [56800/160000] lr: 9.261e-07, eta: 1 day, 7:28:47, time: 1.078, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3871, decode.loss_mask: 0.5355, decode.loss_dice: 0.8358, decode.d0.loss_cls: 2.2160, decode.d0.loss_mask: 0.5822, decode.d0.loss_dice: 0.9946, decode.d1.loss_cls: 0.4899, decode.d1.loss_mask: 0.5592, decode.d1.loss_dice: 0.9043, decode.d2.loss_cls: 0.4318, decode.d2.loss_mask: 0.5491, decode.d2.loss_dice: 0.8686, decode.d3.loss_cls: 0.3996, decode.d3.loss_mask: 0.5449, decode.d3.loss_dice: 0.8552, decode.d4.loss_cls: 0.3973, decode.d4.loss_mask: 0.5399, decode.d4.loss_dice: 0.8479, decode.d5.loss_cls: 0.3957, decode.d5.loss_mask: 0.5388, decode.d5.loss_dice: 0.8466, decode.d6.loss_cls: 0.3821, decode.d6.loss_mask: 0.5377, decode.d6.loss_dice: 0.8435, decode.d7.loss_cls: 0.3777, decode.d7.loss_mask: 0.5405, decode.d7.loss_dice: 0.8446, decode.d8.loss_cls: 0.3795, decode.d8.loss_mask: 0.5373, decode.d8.loss_dice: 0.8440, loss: 20.0068 2022-04-26 17:57:58,224 - mmseg - INFO - Iter [56850/160000] lr: 9.256e-07, eta: 1 day, 7:27:56, time: 1.132, data_time: 0.067, memory: 64049, decode.loss_cls: 0.3898, decode.loss_mask: 0.5574, decode.loss_dice: 0.8565, decode.d0.loss_cls: 2.2021, decode.d0.loss_mask: 0.6032, decode.d0.loss_dice: 0.9935, decode.d1.loss_cls: 0.5064, decode.d1.loss_mask: 0.5763, decode.d1.loss_dice: 0.9141, decode.d2.loss_cls: 0.4389, decode.d2.loss_mask: 0.5662, decode.d2.loss_dice: 0.8781, decode.d3.loss_cls: 0.4098, decode.d3.loss_mask: 0.5595, decode.d3.loss_dice: 0.8649, decode.d4.loss_cls: 0.4018, decode.d4.loss_mask: 0.5607, decode.d4.loss_dice: 0.8589, decode.d5.loss_cls: 0.3925, decode.d5.loss_mask: 0.5571, decode.d5.loss_dice: 0.8589, decode.d6.loss_cls: 0.3897, decode.d6.loss_mask: 0.5573, decode.d6.loss_dice: 0.8544, decode.d7.loss_cls: 0.3884, decode.d7.loss_mask: 0.5572, decode.d7.loss_dice: 0.8588, decode.d8.loss_cls: 0.3872, decode.d8.loss_mask: 0.5583, decode.d8.loss_dice: 0.8599, loss: 20.3579 2022-04-26 17:58:51,792 - mmseg - INFO - Iter [56900/160000] lr: 9.252e-07, eta: 1 day, 7:26:58, time: 1.071, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4104, decode.loss_mask: 0.5554, decode.loss_dice: 0.8399, decode.d0.loss_cls: 2.2505, decode.d0.loss_mask: 0.5960, decode.d0.loss_dice: 0.9764, decode.d1.loss_cls: 0.5293, decode.d1.loss_mask: 0.5710, decode.d1.loss_dice: 0.8927, decode.d2.loss_cls: 0.4622, decode.d2.loss_mask: 0.5571, decode.d2.loss_dice: 0.8563, decode.d3.loss_cls: 0.4377, decode.d3.loss_mask: 0.5530, decode.d3.loss_dice: 0.8422, decode.d4.loss_cls: 0.4334, decode.d4.loss_mask: 0.5507, decode.d4.loss_dice: 0.8407, decode.d5.loss_cls: 0.4228, decode.d5.loss_mask: 0.5521, decode.d5.loss_dice: 0.8408, decode.d6.loss_cls: 0.4195, decode.d6.loss_mask: 0.5530, decode.d6.loss_dice: 0.8350, decode.d7.loss_cls: 0.4123, decode.d7.loss_mask: 0.5545, decode.d7.loss_dice: 0.8371, decode.d8.loss_cls: 0.4140, decode.d8.loss_mask: 0.5524, decode.d8.loss_dice: 0.8370, loss: 20.3852 2022-04-26 17:59:45,691 - mmseg - INFO - Iter [56950/160000] lr: 9.248e-07, eta: 1 day, 7:26:02, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3652, decode.loss_mask: 0.5158, decode.loss_dice: 0.8177, decode.d0.loss_cls: 2.2079, decode.d0.loss_mask: 0.5611, decode.d0.loss_dice: 0.9504, decode.d1.loss_cls: 0.4809, decode.d1.loss_mask: 0.5340, decode.d1.loss_dice: 0.8805, decode.d2.loss_cls: 0.4215, decode.d2.loss_mask: 0.5255, decode.d2.loss_dice: 0.8401, decode.d3.loss_cls: 0.3857, decode.d3.loss_mask: 0.5187, decode.d3.loss_dice: 0.8271, decode.d4.loss_cls: 0.3792, decode.d4.loss_mask: 0.5200, decode.d4.loss_dice: 0.8291, decode.d5.loss_cls: 0.3663, decode.d5.loss_mask: 0.5188, decode.d5.loss_dice: 0.8272, decode.d6.loss_cls: 0.3602, decode.d6.loss_mask: 0.5154, decode.d6.loss_dice: 0.8181, decode.d7.loss_cls: 0.3567, decode.d7.loss_mask: 0.5145, decode.d7.loss_dice: 0.8160, decode.d8.loss_cls: 0.3582, decode.d8.loss_mask: 0.5161, decode.d8.loss_dice: 0.8247, loss: 19.3525 2022-04-26 18:00:40,706 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 18:00:40,713 - mmseg - INFO - Iter [57000/160000] lr: 9.243e-07, eta: 1 day, 7:25:07, time: 1.100, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3481, decode.loss_mask: 0.5411, decode.loss_dice: 0.8368, decode.d0.loss_cls: 2.2254, decode.d0.loss_mask: 0.5908, decode.d0.loss_dice: 0.9721, decode.d1.loss_cls: 0.4723, decode.d1.loss_mask: 0.5659, decode.d1.loss_dice: 0.8868, decode.d2.loss_cls: 0.4068, decode.d2.loss_mask: 0.5533, decode.d2.loss_dice: 0.8641, decode.d3.loss_cls: 0.3845, decode.d3.loss_mask: 0.5453, decode.d3.loss_dice: 0.8436, decode.d4.loss_cls: 0.3770, decode.d4.loss_mask: 0.5449, decode.d4.loss_dice: 0.8425, decode.d5.loss_cls: 0.3682, decode.d5.loss_mask: 0.5451, decode.d5.loss_dice: 0.8444, decode.d6.loss_cls: 0.3619, decode.d6.loss_mask: 0.5443, decode.d6.loss_dice: 0.8362, decode.d7.loss_cls: 0.3584, decode.d7.loss_mask: 0.5422, decode.d7.loss_dice: 0.8420, decode.d8.loss_cls: 0.3541, decode.d8.loss_mask: 0.5419, decode.d8.loss_dice: 0.8395, loss: 19.7792 2022-04-26 18:01:34,855 - mmseg - INFO - Iter [57050/160000] lr: 9.239e-07, eta: 1 day, 7:24:11, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3610, decode.loss_mask: 0.5315, decode.loss_dice: 0.8321, decode.d0.loss_cls: 2.1654, decode.d0.loss_mask: 0.5777, decode.d0.loss_dice: 0.9548, decode.d1.loss_cls: 0.4783, decode.d1.loss_mask: 0.5523, decode.d1.loss_dice: 0.8805, decode.d2.loss_cls: 0.4193, decode.d2.loss_mask: 0.5418, decode.d2.loss_dice: 0.8557, decode.d3.loss_cls: 0.3900, decode.d3.loss_mask: 0.5352, decode.d3.loss_dice: 0.8423, decode.d4.loss_cls: 0.3752, decode.d4.loss_mask: 0.5327, decode.d4.loss_dice: 0.8440, decode.d5.loss_cls: 0.3722, decode.d5.loss_mask: 0.5312, decode.d5.loss_dice: 0.8392, decode.d6.loss_cls: 0.3677, decode.d6.loss_mask: 0.5291, decode.d6.loss_dice: 0.8305, decode.d7.loss_cls: 0.3610, decode.d7.loss_mask: 0.5289, decode.d7.loss_dice: 0.8297, decode.d8.loss_cls: 0.3665, decode.d8.loss_mask: 0.5313, decode.d8.loss_dice: 0.8366, loss: 19.5936 2022-04-26 18:02:29,057 - mmseg - INFO - Iter [57100/160000] lr: 9.234e-07, eta: 1 day, 7:23:14, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3880, decode.loss_mask: 0.5417, decode.loss_dice: 0.8276, decode.d0.loss_cls: 2.2136, decode.d0.loss_mask: 0.5857, decode.d0.loss_dice: 0.9677, decode.d1.loss_cls: 0.4904, decode.d1.loss_mask: 0.5613, decode.d1.loss_dice: 0.8902, decode.d2.loss_cls: 0.4376, decode.d2.loss_mask: 0.5485, decode.d2.loss_dice: 0.8599, decode.d3.loss_cls: 0.4142, decode.d3.loss_mask: 0.5463, decode.d3.loss_dice: 0.8354, decode.d4.loss_cls: 0.3970, decode.d4.loss_mask: 0.5451, decode.d4.loss_dice: 0.8374, decode.d5.loss_cls: 0.3973, decode.d5.loss_mask: 0.5456, decode.d5.loss_dice: 0.8343, decode.d6.loss_cls: 0.3922, decode.d6.loss_mask: 0.5449, decode.d6.loss_dice: 0.8258, decode.d7.loss_cls: 0.3848, decode.d7.loss_mask: 0.5442, decode.d7.loss_dice: 0.8296, decode.d8.loss_cls: 0.3786, decode.d8.loss_mask: 0.5431, decode.d8.loss_dice: 0.8292, loss: 19.9372 2022-04-26 18:03:23,464 - mmseg - INFO - Iter [57150/160000] lr: 9.230e-07, eta: 1 day, 7:22:19, time: 1.088, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3494, decode.loss_mask: 0.5537, decode.loss_dice: 0.8337, decode.d0.loss_cls: 2.1376, decode.d0.loss_mask: 0.5973, decode.d0.loss_dice: 0.9660, decode.d1.loss_cls: 0.4456, decode.d1.loss_mask: 0.5729, decode.d1.loss_dice: 0.8961, decode.d2.loss_cls: 0.3892, decode.d2.loss_mask: 0.5638, decode.d2.loss_dice: 0.8682, decode.d3.loss_cls: 0.3744, decode.d3.loss_mask: 0.5571, decode.d3.loss_dice: 0.8465, decode.d4.loss_cls: 0.3611, decode.d4.loss_mask: 0.5568, decode.d4.loss_dice: 0.8455, decode.d5.loss_cls: 0.3638, decode.d5.loss_mask: 0.5553, decode.d5.loss_dice: 0.8444, decode.d6.loss_cls: 0.3535, decode.d6.loss_mask: 0.5517, decode.d6.loss_dice: 0.8347, decode.d7.loss_cls: 0.3505, decode.d7.loss_mask: 0.5512, decode.d7.loss_dice: 0.8393, decode.d8.loss_cls: 0.3505, decode.d8.loss_mask: 0.5525, decode.d8.loss_dice: 0.8375, loss: 19.7000 2022-04-26 18:04:17,112 - mmseg - INFO - Iter [57200/160000] lr: 9.225e-07, eta: 1 day, 7:21:21, time: 1.073, data_time: 0.016, memory: 64049, decode.loss_cls: 0.4091, decode.loss_mask: 0.5427, decode.loss_dice: 0.8584, decode.d0.loss_cls: 2.2382, decode.d0.loss_mask: 0.5924, decode.d0.loss_dice: 0.9994, decode.d1.loss_cls: 0.4999, decode.d1.loss_mask: 0.5666, decode.d1.loss_dice: 0.9183, decode.d2.loss_cls: 0.4464, decode.d2.loss_mask: 0.5558, decode.d2.loss_dice: 0.8833, decode.d3.loss_cls: 0.4187, decode.d3.loss_mask: 0.5493, decode.d3.loss_dice: 0.8672, decode.d4.loss_cls: 0.4169, decode.d4.loss_mask: 0.5483, decode.d4.loss_dice: 0.8600, decode.d5.loss_cls: 0.4115, decode.d5.loss_mask: 0.5472, decode.d5.loss_dice: 0.8597, decode.d6.loss_cls: 0.4093, decode.d6.loss_mask: 0.5428, decode.d6.loss_dice: 0.8524, decode.d7.loss_cls: 0.4045, decode.d7.loss_mask: 0.5450, decode.d7.loss_dice: 0.8522, decode.d8.loss_cls: 0.4000, decode.d8.loss_mask: 0.5429, decode.d8.loss_dice: 0.8555, loss: 20.3939 2022-04-26 18:05:10,671 - mmseg - INFO - Iter [57250/160000] lr: 9.221e-07, eta: 1 day, 7:20:24, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3661, decode.loss_mask: 0.5361, decode.loss_dice: 0.8178, decode.d0.loss_cls: 2.1915, decode.d0.loss_mask: 0.5788, decode.d0.loss_dice: 0.9538, decode.d1.loss_cls: 0.4689, decode.d1.loss_mask: 0.5526, decode.d1.loss_dice: 0.8721, decode.d2.loss_cls: 0.4123, decode.d2.loss_mask: 0.5412, decode.d2.loss_dice: 0.8402, decode.d3.loss_cls: 0.3839, decode.d3.loss_mask: 0.5372, decode.d3.loss_dice: 0.8269, decode.d4.loss_cls: 0.3704, decode.d4.loss_mask: 0.5387, decode.d4.loss_dice: 0.8253, decode.d5.loss_cls: 0.3722, decode.d5.loss_mask: 0.5383, decode.d5.loss_dice: 0.8254, decode.d6.loss_cls: 0.3677, decode.d6.loss_mask: 0.5382, decode.d6.loss_dice: 0.8217, decode.d7.loss_cls: 0.3620, decode.d7.loss_mask: 0.5374, decode.d7.loss_dice: 0.8217, decode.d8.loss_cls: 0.3643, decode.d8.loss_mask: 0.5362, decode.d8.loss_dice: 0.8241, loss: 19.5229 2022-04-26 18:06:05,354 - mmseg - INFO - Iter [57300/160000] lr: 9.216e-07, eta: 1 day, 7:19:29, time: 1.094, data_time: 0.017, memory: 64049, decode.loss_cls: 0.4118, decode.loss_mask: 0.5468, decode.loss_dice: 0.8431, decode.d0.loss_cls: 2.2810, decode.d0.loss_mask: 0.6029, decode.d0.loss_dice: 0.9930, decode.d1.loss_cls: 0.5258, decode.d1.loss_mask: 0.5680, decode.d1.loss_dice: 0.9017, decode.d2.loss_cls: 0.4738, decode.d2.loss_mask: 0.5568, decode.d2.loss_dice: 0.8699, decode.d3.loss_cls: 0.4399, decode.d3.loss_mask: 0.5472, decode.d3.loss_dice: 0.8468, decode.d4.loss_cls: 0.4331, decode.d4.loss_mask: 0.5492, decode.d4.loss_dice: 0.8512, decode.d5.loss_cls: 0.4245, decode.d5.loss_mask: 0.5498, decode.d5.loss_dice: 0.8440, decode.d6.loss_cls: 0.4172, decode.d6.loss_mask: 0.5481, decode.d6.loss_dice: 0.8423, decode.d7.loss_cls: 0.4091, decode.d7.loss_mask: 0.5489, decode.d7.loss_dice: 0.8444, decode.d8.loss_cls: 0.4127, decode.d8.loss_mask: 0.5498, decode.d8.loss_dice: 0.8420, loss: 20.4749 2022-04-26 18:06:59,708 - mmseg - INFO - Iter [57350/160000] lr: 9.212e-07, eta: 1 day, 7:18:33, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3857, decode.loss_mask: 0.5563, decode.loss_dice: 0.8456, decode.d0.loss_cls: 2.1912, decode.d0.loss_mask: 0.6040, decode.d0.loss_dice: 0.9888, decode.d1.loss_cls: 0.4834, decode.d1.loss_mask: 0.5724, decode.d1.loss_dice: 0.9066, decode.d2.loss_cls: 0.4285, decode.d2.loss_mask: 0.5641, decode.d2.loss_dice: 0.8714, decode.d3.loss_cls: 0.4073, decode.d3.loss_mask: 0.5568, decode.d3.loss_dice: 0.8524, decode.d4.loss_cls: 0.3997, decode.d4.loss_mask: 0.5548, decode.d4.loss_dice: 0.8489, decode.d5.loss_cls: 0.3830, decode.d5.loss_mask: 0.5590, decode.d5.loss_dice: 0.8497, decode.d6.loss_cls: 0.3859, decode.d6.loss_mask: 0.5539, decode.d6.loss_dice: 0.8425, decode.d7.loss_cls: 0.3834, decode.d7.loss_mask: 0.5540, decode.d7.loss_dice: 0.8495, decode.d8.loss_cls: 0.3880, decode.d8.loss_mask: 0.5566, decode.d8.loss_dice: 0.8461, loss: 20.1695 2022-04-26 18:07:53,901 - mmseg - INFO - Iter [57400/160000] lr: 9.207e-07, eta: 1 day, 7:17:37, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3898, decode.loss_mask: 0.5660, decode.loss_dice: 0.8278, decode.d0.loss_cls: 2.2230, decode.d0.loss_mask: 0.6288, decode.d0.loss_dice: 0.9781, decode.d1.loss_cls: 0.4913, decode.d1.loss_mask: 0.5947, decode.d1.loss_dice: 0.8935, decode.d2.loss_cls: 0.4399, decode.d2.loss_mask: 0.5813, decode.d2.loss_dice: 0.8652, decode.d3.loss_cls: 0.4145, decode.d3.loss_mask: 0.5745, decode.d3.loss_dice: 0.8373, decode.d4.loss_cls: 0.4014, decode.d4.loss_mask: 0.5699, decode.d4.loss_dice: 0.8393, decode.d5.loss_cls: 0.3982, decode.d5.loss_mask: 0.5687, decode.d5.loss_dice: 0.8347, decode.d6.loss_cls: 0.3965, decode.d6.loss_mask: 0.5696, decode.d6.loss_dice: 0.8312, decode.d7.loss_cls: 0.3922, decode.d7.loss_mask: 0.5681, decode.d7.loss_dice: 0.8299, decode.d8.loss_cls: 0.3856, decode.d8.loss_mask: 0.5688, decode.d8.loss_dice: 0.8326, loss: 20.2922 2022-04-26 18:08:48,169 - mmseg - INFO - Iter [57450/160000] lr: 9.203e-07, eta: 1 day, 7:16:41, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3670, decode.loss_mask: 0.5406, decode.loss_dice: 0.8333, decode.d0.loss_cls: 2.1487, decode.d0.loss_mask: 0.5887, decode.d0.loss_dice: 0.9806, decode.d1.loss_cls: 0.4802, decode.d1.loss_mask: 0.5605, decode.d1.loss_dice: 0.8886, decode.d2.loss_cls: 0.4293, decode.d2.loss_mask: 0.5487, decode.d2.loss_dice: 0.8625, decode.d3.loss_cls: 0.4014, decode.d3.loss_mask: 0.5486, decode.d3.loss_dice: 0.8394, decode.d4.loss_cls: 0.3803, decode.d4.loss_mask: 0.5477, decode.d4.loss_dice: 0.8444, decode.d5.loss_cls: 0.3763, decode.d5.loss_mask: 0.5457, decode.d5.loss_dice: 0.8482, decode.d6.loss_cls: 0.3707, decode.d6.loss_mask: 0.5444, decode.d6.loss_dice: 0.8400, decode.d7.loss_cls: 0.3673, decode.d7.loss_mask: 0.5426, decode.d7.loss_dice: 0.8361, decode.d8.loss_cls: 0.3668, decode.d8.loss_mask: 0.5440, decode.d8.loss_dice: 0.8356, loss: 19.8083 2022-04-26 18:09:41,965 - mmseg - INFO - Iter [57500/160000] lr: 9.198e-07, eta: 1 day, 7:15:44, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4148, decode.loss_mask: 0.5441, decode.loss_dice: 0.8710, decode.d0.loss_cls: 2.2252, decode.d0.loss_mask: 0.5915, decode.d0.loss_dice: 1.0304, decode.d1.loss_cls: 0.5370, decode.d1.loss_mask: 0.5672, decode.d1.loss_dice: 0.9355, decode.d2.loss_cls: 0.4754, decode.d2.loss_mask: 0.5579, decode.d2.loss_dice: 0.9019, decode.d3.loss_cls: 0.4463, decode.d3.loss_mask: 0.5427, decode.d3.loss_dice: 0.8852, decode.d4.loss_cls: 0.4277, decode.d4.loss_mask: 0.5461, decode.d4.loss_dice: 0.8840, decode.d5.loss_cls: 0.4234, decode.d5.loss_mask: 0.5454, decode.d5.loss_dice: 0.8809, decode.d6.loss_cls: 0.4143, decode.d6.loss_mask: 0.5430, decode.d6.loss_dice: 0.8757, decode.d7.loss_cls: 0.4126, decode.d7.loss_mask: 0.5442, decode.d7.loss_dice: 0.8737, decode.d8.loss_cls: 0.4057, decode.d8.loss_mask: 0.5427, decode.d8.loss_dice: 0.8759, loss: 20.7213 2022-04-26 18:10:36,453 - mmseg - INFO - Iter [57550/160000] lr: 9.194e-07, eta: 1 day, 7:14:48, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3702, decode.loss_mask: 0.5438, decode.loss_dice: 0.8560, decode.d0.loss_cls: 2.2159, decode.d0.loss_mask: 0.5916, decode.d0.loss_dice: 0.9962, decode.d1.loss_cls: 0.4839, decode.d1.loss_mask: 0.5671, decode.d1.loss_dice: 0.9209, decode.d2.loss_cls: 0.4223, decode.d2.loss_mask: 0.5547, decode.d2.loss_dice: 0.8878, decode.d3.loss_cls: 0.3998, decode.d3.loss_mask: 0.5500, decode.d3.loss_dice: 0.8700, decode.d4.loss_cls: 0.3925, decode.d4.loss_mask: 0.5491, decode.d4.loss_dice: 0.8705, decode.d5.loss_cls: 0.3831, decode.d5.loss_mask: 0.5467, decode.d5.loss_dice: 0.8684, decode.d6.loss_cls: 0.3738, decode.d6.loss_mask: 0.5451, decode.d6.loss_dice: 0.8596, decode.d7.loss_cls: 0.3750, decode.d7.loss_mask: 0.5446, decode.d7.loss_dice: 0.8597, decode.d8.loss_cls: 0.3757, decode.d8.loss_mask: 0.5426, decode.d8.loss_dice: 0.8591, loss: 20.1757 2022-04-26 18:11:30,655 - mmseg - INFO - Iter [57600/160000] lr: 9.189e-07, eta: 1 day, 7:13:52, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3855, decode.loss_mask: 0.5506, decode.loss_dice: 0.8350, decode.d0.loss_cls: 2.2366, decode.d0.loss_mask: 0.6002, decode.d0.loss_dice: 0.9685, decode.d1.loss_cls: 0.4943, decode.d1.loss_mask: 0.5756, decode.d1.loss_dice: 0.8980, decode.d2.loss_cls: 0.4386, decode.d2.loss_mask: 0.5617, decode.d2.loss_dice: 0.8633, decode.d3.loss_cls: 0.4090, decode.d3.loss_mask: 0.5543, decode.d3.loss_dice: 0.8397, decode.d4.loss_cls: 0.3919, decode.d4.loss_mask: 0.5497, decode.d4.loss_dice: 0.8467, decode.d5.loss_cls: 0.3874, decode.d5.loss_mask: 0.5521, decode.d5.loss_dice: 0.8442, decode.d6.loss_cls: 0.3889, decode.d6.loss_mask: 0.5472, decode.d6.loss_dice: 0.8380, decode.d7.loss_cls: 0.3853, decode.d7.loss_mask: 0.5499, decode.d7.loss_dice: 0.8387, decode.d8.loss_cls: 0.3839, decode.d8.loss_mask: 0.5488, decode.d8.loss_dice: 0.8398, loss: 20.1035 2022-04-26 18:12:24,373 - mmseg - INFO - Iter [57650/160000] lr: 9.185e-07, eta: 1 day, 7:12:55, time: 1.074, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3945, decode.loss_mask: 0.5475, decode.loss_dice: 0.8380, decode.d0.loss_cls: 2.2085, decode.d0.loss_mask: 0.6029, decode.d0.loss_dice: 0.9746, decode.d1.loss_cls: 0.4976, decode.d1.loss_mask: 0.5672, decode.d1.loss_dice: 0.8939, decode.d2.loss_cls: 0.4351, decode.d2.loss_mask: 0.5582, decode.d2.loss_dice: 0.8704, decode.d3.loss_cls: 0.4141, decode.d3.loss_mask: 0.5529, decode.d3.loss_dice: 0.8466, decode.d4.loss_cls: 0.4047, decode.d4.loss_mask: 0.5510, decode.d4.loss_dice: 0.8516, decode.d5.loss_cls: 0.3954, decode.d5.loss_mask: 0.5517, decode.d5.loss_dice: 0.8479, decode.d6.loss_cls: 0.3975, decode.d6.loss_mask: 0.5493, decode.d6.loss_dice: 0.8424, decode.d7.loss_cls: 0.3905, decode.d7.loss_mask: 0.5502, decode.d7.loss_dice: 0.8406, decode.d8.loss_cls: 0.3966, decode.d8.loss_mask: 0.5471, decode.d8.loss_dice: 0.8393, loss: 20.1579 2022-04-26 18:13:18,609 - mmseg - INFO - Iter [57700/160000] lr: 9.180e-07, eta: 1 day, 7:11:59, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3680, decode.loss_mask: 0.5686, decode.loss_dice: 0.8355, decode.d0.loss_cls: 2.1383, decode.d0.loss_mask: 0.6114, decode.d0.loss_dice: 0.9688, decode.d1.loss_cls: 0.4526, decode.d1.loss_mask: 0.5889, decode.d1.loss_dice: 0.8971, decode.d2.loss_cls: 0.4014, decode.d2.loss_mask: 0.5808, decode.d2.loss_dice: 0.8611, decode.d3.loss_cls: 0.3887, decode.d3.loss_mask: 0.5719, decode.d3.loss_dice: 0.8463, decode.d4.loss_cls: 0.3794, decode.d4.loss_mask: 0.5712, decode.d4.loss_dice: 0.8429, decode.d5.loss_cls: 0.3720, decode.d5.loss_mask: 0.5700, decode.d5.loss_dice: 0.8389, decode.d6.loss_cls: 0.3679, decode.d6.loss_mask: 0.5682, decode.d6.loss_dice: 0.8361, decode.d7.loss_cls: 0.3719, decode.d7.loss_mask: 0.5674, decode.d7.loss_dice: 0.8338, decode.d8.loss_cls: 0.3637, decode.d8.loss_mask: 0.5674, decode.d8.loss_dice: 0.8367, loss: 19.9667 2022-04-26 18:14:12,406 - mmseg - INFO - Iter [57750/160000] lr: 9.176e-07, eta: 1 day, 7:11:02, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.4033, decode.loss_mask: 0.5665, decode.loss_dice: 0.8468, decode.d0.loss_cls: 2.2035, decode.d0.loss_mask: 0.6188, decode.d0.loss_dice: 0.9924, decode.d1.loss_cls: 0.5155, decode.d1.loss_mask: 0.5894, decode.d1.loss_dice: 0.9065, decode.d2.loss_cls: 0.4486, decode.d2.loss_mask: 0.5766, decode.d2.loss_dice: 0.8776, decode.d3.loss_cls: 0.4187, decode.d3.loss_mask: 0.5692, decode.d3.loss_dice: 0.8551, decode.d4.loss_cls: 0.4164, decode.d4.loss_mask: 0.5682, decode.d4.loss_dice: 0.8557, decode.d5.loss_cls: 0.4127, decode.d5.loss_mask: 0.5691, decode.d5.loss_dice: 0.8572, decode.d6.loss_cls: 0.4015, decode.d6.loss_mask: 0.5659, decode.d6.loss_dice: 0.8502, decode.d7.loss_cls: 0.4018, decode.d7.loss_mask: 0.5670, decode.d7.loss_dice: 0.8546, decode.d8.loss_cls: 0.4001, decode.d8.loss_mask: 0.5635, decode.d8.loss_dice: 0.8443, loss: 20.5167 2022-04-26 18:15:05,966 - mmseg - INFO - Iter [57800/160000] lr: 9.171e-07, eta: 1 day, 7:10:05, time: 1.071, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3808, decode.loss_mask: 0.5547, decode.loss_dice: 0.8452, decode.d0.loss_cls: 2.1677, decode.d0.loss_mask: 0.6022, decode.d0.loss_dice: 0.9798, decode.d1.loss_cls: 0.4627, decode.d1.loss_mask: 0.5758, decode.d1.loss_dice: 0.9016, decode.d2.loss_cls: 0.4132, decode.d2.loss_mask: 0.5655, decode.d2.loss_dice: 0.8749, decode.d3.loss_cls: 0.4004, decode.d3.loss_mask: 0.5546, decode.d3.loss_dice: 0.8515, decode.d4.loss_cls: 0.3934, decode.d4.loss_mask: 0.5542, decode.d4.loss_dice: 0.8503, decode.d5.loss_cls: 0.3970, decode.d5.loss_mask: 0.5549, decode.d5.loss_dice: 0.8499, decode.d6.loss_cls: 0.3801, decode.d6.loss_mask: 0.5568, decode.d6.loss_dice: 0.8499, decode.d7.loss_cls: 0.3745, decode.d7.loss_mask: 0.5577, decode.d7.loss_dice: 0.8490, decode.d8.loss_cls: 0.3798, decode.d8.loss_mask: 0.5576, decode.d8.loss_dice: 0.8455, loss: 20.0811 2022-04-26 18:16:00,582 - mmseg - INFO - Iter [57850/160000] lr: 9.167e-07, eta: 1 day, 7:09:09, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3874, decode.loss_mask: 0.5541, decode.loss_dice: 0.8665, decode.d0.loss_cls: 2.2686, decode.d0.loss_mask: 0.5999, decode.d0.loss_dice: 1.0109, decode.d1.loss_cls: 0.5055, decode.d1.loss_mask: 0.5734, decode.d1.loss_dice: 0.9137, decode.d2.loss_cls: 0.4408, decode.d2.loss_mask: 0.5592, decode.d2.loss_dice: 0.8846, decode.d3.loss_cls: 0.4122, decode.d3.loss_mask: 0.5559, decode.d3.loss_dice: 0.8709, decode.d4.loss_cls: 0.4037, decode.d4.loss_mask: 0.5557, decode.d4.loss_dice: 0.8707, decode.d5.loss_cls: 0.3985, decode.d5.loss_mask: 0.5574, decode.d5.loss_dice: 0.8682, decode.d6.loss_cls: 0.3946, decode.d6.loss_mask: 0.5544, decode.d6.loss_dice: 0.8660, decode.d7.loss_cls: 0.3842, decode.d7.loss_mask: 0.5544, decode.d7.loss_dice: 0.8738, decode.d8.loss_cls: 0.3886, decode.d8.loss_mask: 0.5539, decode.d8.loss_dice: 0.8674, loss: 20.4951 2022-04-26 18:16:53,874 - mmseg - INFO - Iter [57900/160000] lr: 9.162e-07, eta: 1 day, 7:08:12, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3897, decode.loss_mask: 0.5460, decode.loss_dice: 0.8488, decode.d0.loss_cls: 2.2191, decode.d0.loss_mask: 0.5986, decode.d0.loss_dice: 0.9850, decode.d1.loss_cls: 0.4884, decode.d1.loss_mask: 0.5676, decode.d1.loss_dice: 0.9034, decode.d2.loss_cls: 0.4190, decode.d2.loss_mask: 0.5577, decode.d2.loss_dice: 0.8780, decode.d3.loss_cls: 0.4067, decode.d3.loss_mask: 0.5506, decode.d3.loss_dice: 0.8647, decode.d4.loss_cls: 0.4020, decode.d4.loss_mask: 0.5490, decode.d4.loss_dice: 0.8571, decode.d5.loss_cls: 0.3966, decode.d5.loss_mask: 0.5478, decode.d5.loss_dice: 0.8597, decode.d6.loss_cls: 0.3824, decode.d6.loss_mask: 0.5482, decode.d6.loss_dice: 0.8488, decode.d7.loss_cls: 0.3879, decode.d7.loss_mask: 0.5475, decode.d7.loss_dice: 0.8525, decode.d8.loss_cls: 0.3844, decode.d8.loss_mask: 0.5461, decode.d8.loss_dice: 0.8520, loss: 20.1854 2022-04-26 18:17:47,196 - mmseg - INFO - Iter [57950/160000] lr: 9.158e-07, eta: 1 day, 7:07:14, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3785, decode.loss_mask: 0.5470, decode.loss_dice: 0.8360, decode.d0.loss_cls: 2.2036, decode.d0.loss_mask: 0.5918, decode.d0.loss_dice: 0.9796, decode.d1.loss_cls: 0.4972, decode.d1.loss_mask: 0.5681, decode.d1.loss_dice: 0.8993, decode.d2.loss_cls: 0.4363, decode.d2.loss_mask: 0.5601, decode.d2.loss_dice: 0.8624, decode.d3.loss_cls: 0.4105, decode.d3.loss_mask: 0.5537, decode.d3.loss_dice: 0.8417, decode.d4.loss_cls: 0.3942, decode.d4.loss_mask: 0.5511, decode.d4.loss_dice: 0.8421, decode.d5.loss_cls: 0.3908, decode.d5.loss_mask: 0.5501, decode.d5.loss_dice: 0.8413, decode.d6.loss_cls: 0.3872, decode.d6.loss_mask: 0.5470, decode.d6.loss_dice: 0.8316, decode.d7.loss_cls: 0.3827, decode.d7.loss_mask: 0.5467, decode.d7.loss_dice: 0.8366, decode.d8.loss_cls: 0.3808, decode.d8.loss_mask: 0.5480, decode.d8.loss_dice: 0.8342, loss: 20.0301 2022-04-26 18:18:41,648 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 18:18:41,649 - mmseg - INFO - Iter [58000/160000] lr: 9.153e-07, eta: 1 day, 7:06:18, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3926, decode.loss_mask: 0.5391, decode.loss_dice: 0.8535, decode.d0.loss_cls: 2.2558, decode.d0.loss_mask: 0.5849, decode.d0.loss_dice: 1.0029, decode.d1.loss_cls: 0.5074, decode.d1.loss_mask: 0.5568, decode.d1.loss_dice: 0.9148, decode.d2.loss_cls: 0.4439, decode.d2.loss_mask: 0.5495, decode.d2.loss_dice: 0.8827, decode.d3.loss_cls: 0.4212, decode.d3.loss_mask: 0.5399, decode.d3.loss_dice: 0.8645, decode.d4.loss_cls: 0.4039, decode.d4.loss_mask: 0.5396, decode.d4.loss_dice: 0.8674, decode.d5.loss_cls: 0.3915, decode.d5.loss_mask: 0.5397, decode.d5.loss_dice: 0.8651, decode.d6.loss_cls: 0.3928, decode.d6.loss_mask: 0.5419, decode.d6.loss_dice: 0.8583, decode.d7.loss_cls: 0.3913, decode.d7.loss_mask: 0.5405, decode.d7.loss_dice: 0.8581, decode.d8.loss_cls: 0.3948, decode.d8.loss_mask: 0.5371, decode.d8.loss_dice: 0.8560, loss: 20.2876 2022-04-26 18:19:35,918 - mmseg - INFO - Iter [58050/160000] lr: 9.149e-07, eta: 1 day, 7:05:22, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3873, decode.loss_mask: 0.5526, decode.loss_dice: 0.8529, decode.d0.loss_cls: 2.1487, decode.d0.loss_mask: 0.5958, decode.d0.loss_dice: 0.9960, decode.d1.loss_cls: 0.4874, decode.d1.loss_mask: 0.5706, decode.d1.loss_dice: 0.9097, decode.d2.loss_cls: 0.4297, decode.d2.loss_mask: 0.5606, decode.d2.loss_dice: 0.8788, decode.d3.loss_cls: 0.4059, decode.d3.loss_mask: 0.5567, decode.d3.loss_dice: 0.8622, decode.d4.loss_cls: 0.3982, decode.d4.loss_mask: 0.5575, decode.d4.loss_dice: 0.8676, decode.d5.loss_cls: 0.3830, decode.d5.loss_mask: 0.5560, decode.d5.loss_dice: 0.8657, decode.d6.loss_cls: 0.3906, decode.d6.loss_mask: 0.5526, decode.d6.loss_dice: 0.8549, decode.d7.loss_cls: 0.3834, decode.d7.loss_mask: 0.5538, decode.d7.loss_dice: 0.8534, decode.d8.loss_cls: 0.3826, decode.d8.loss_mask: 0.5542, decode.d8.loss_dice: 0.8543, loss: 20.2028 2022-04-26 18:20:32,579 - mmseg - INFO - Iter [58100/160000] lr: 9.144e-07, eta: 1 day, 7:04:31, time: 1.133, data_time: 0.062, memory: 64049, decode.loss_cls: 0.3815, decode.loss_mask: 0.5402, decode.loss_dice: 0.8318, decode.d0.loss_cls: 2.1838, decode.d0.loss_mask: 0.5824, decode.d0.loss_dice: 0.9802, decode.d1.loss_cls: 0.4797, decode.d1.loss_mask: 0.5580, decode.d1.loss_dice: 0.8901, decode.d2.loss_cls: 0.4191, decode.d2.loss_mask: 0.5482, decode.d2.loss_dice: 0.8693, decode.d3.loss_cls: 0.3956, decode.d3.loss_mask: 0.5453, decode.d3.loss_dice: 0.8542, decode.d4.loss_cls: 0.4059, decode.d4.loss_mask: 0.5441, decode.d4.loss_dice: 0.8472, decode.d5.loss_cls: 0.3936, decode.d5.loss_mask: 0.5415, decode.d5.loss_dice: 0.8434, decode.d6.loss_cls: 0.3859, decode.d6.loss_mask: 0.5408, decode.d6.loss_dice: 0.8412, decode.d7.loss_cls: 0.3835, decode.d7.loss_mask: 0.5412, decode.d7.loss_dice: 0.8377, decode.d8.loss_cls: 0.3791, decode.d8.loss_mask: 0.5431, decode.d8.loss_dice: 0.8383, loss: 19.9263 2022-04-26 18:21:27,678 - mmseg - INFO - Iter [58150/160000] lr: 9.140e-07, eta: 1 day, 7:03:36, time: 1.102, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3545, decode.loss_mask: 0.5269, decode.loss_dice: 0.8179, decode.d0.loss_cls: 2.1683, decode.d0.loss_mask: 0.5719, decode.d0.loss_dice: 0.9494, decode.d1.loss_cls: 0.4592, decode.d1.loss_mask: 0.5450, decode.d1.loss_dice: 0.8743, decode.d2.loss_cls: 0.3951, decode.d2.loss_mask: 0.5344, decode.d2.loss_dice: 0.8479, decode.d3.loss_cls: 0.3773, decode.d3.loss_mask: 0.5291, decode.d3.loss_dice: 0.8237, decode.d4.loss_cls: 0.3641, decode.d4.loss_mask: 0.5313, decode.d4.loss_dice: 0.8257, decode.d5.loss_cls: 0.3614, decode.d5.loss_mask: 0.5290, decode.d5.loss_dice: 0.8261, decode.d6.loss_cls: 0.3576, decode.d6.loss_mask: 0.5293, decode.d6.loss_dice: 0.8152, decode.d7.loss_cls: 0.3552, decode.d7.loss_mask: 0.5294, decode.d7.loss_dice: 0.8233, decode.d8.loss_cls: 0.3540, decode.d8.loss_mask: 0.5273, decode.d8.loss_dice: 0.8196, loss: 19.3232 2022-04-26 18:22:21,926 - mmseg - INFO - Iter [58200/160000] lr: 9.135e-07, eta: 1 day, 7:02:40, time: 1.085, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3445, decode.loss_mask: 0.5484, decode.loss_dice: 0.8379, decode.d0.loss_cls: 2.1531, decode.d0.loss_mask: 0.5964, decode.d0.loss_dice: 0.9808, decode.d1.loss_cls: 0.4460, decode.d1.loss_mask: 0.5678, decode.d1.loss_dice: 0.8936, decode.d2.loss_cls: 0.3927, decode.d2.loss_mask: 0.5582, decode.d2.loss_dice: 0.8638, decode.d3.loss_cls: 0.3711, decode.d3.loss_mask: 0.5508, decode.d3.loss_dice: 0.8439, decode.d4.loss_cls: 0.3638, decode.d4.loss_mask: 0.5509, decode.d4.loss_dice: 0.8454, decode.d5.loss_cls: 0.3541, decode.d5.loss_mask: 0.5513, decode.d5.loss_dice: 0.8483, decode.d6.loss_cls: 0.3592, decode.d6.loss_mask: 0.5475, decode.d6.loss_dice: 0.8356, decode.d7.loss_cls: 0.3480, decode.d7.loss_mask: 0.5510, decode.d7.loss_dice: 0.8414, decode.d8.loss_cls: 0.3439, decode.d8.loss_mask: 0.5512, decode.d8.loss_dice: 0.8410, loss: 19.6817 2022-04-26 18:23:15,571 - mmseg - INFO - Iter [58250/160000] lr: 9.131e-07, eta: 1 day, 7:01:43, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3797, decode.loss_mask: 0.5523, decode.loss_dice: 0.8309, decode.d0.loss_cls: 2.1423, decode.d0.loss_mask: 0.5989, decode.d0.loss_dice: 0.9714, decode.d1.loss_cls: 0.4682, decode.d1.loss_mask: 0.5758, decode.d1.loss_dice: 0.8909, decode.d2.loss_cls: 0.4204, decode.d2.loss_mask: 0.5601, decode.d2.loss_dice: 0.8616, decode.d3.loss_cls: 0.4114, decode.d3.loss_mask: 0.5552, decode.d3.loss_dice: 0.8414, decode.d4.loss_cls: 0.3981, decode.d4.loss_mask: 0.5543, decode.d4.loss_dice: 0.8362, decode.d5.loss_cls: 0.3832, decode.d5.loss_mask: 0.5524, decode.d5.loss_dice: 0.8363, decode.d6.loss_cls: 0.3788, decode.d6.loss_mask: 0.5526, decode.d6.loss_dice: 0.8304, decode.d7.loss_cls: 0.3734, decode.d7.loss_mask: 0.5500, decode.d7.loss_dice: 0.8349, decode.d8.loss_cls: 0.3722, decode.d8.loss_mask: 0.5527, decode.d8.loss_dice: 0.8313, loss: 19.8975 2022-04-26 18:24:09,792 - mmseg - INFO - Iter [58300/160000] lr: 9.126e-07, eta: 1 day, 7:00:47, time: 1.084, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3884, decode.loss_mask: 0.5372, decode.loss_dice: 0.8291, decode.d0.loss_cls: 2.2049, decode.d0.loss_mask: 0.5894, decode.d0.loss_dice: 0.9811, decode.d1.loss_cls: 0.4955, decode.d1.loss_mask: 0.5553, decode.d1.loss_dice: 0.8820, decode.d2.loss_cls: 0.4320, decode.d2.loss_mask: 0.5500, decode.d2.loss_dice: 0.8609, decode.d3.loss_cls: 0.4046, decode.d3.loss_mask: 0.5474, decode.d3.loss_dice: 0.8379, decode.d4.loss_cls: 0.3976, decode.d4.loss_mask: 0.5462, decode.d4.loss_dice: 0.8386, decode.d5.loss_cls: 0.3920, decode.d5.loss_mask: 0.5457, decode.d5.loss_dice: 0.8342, decode.d6.loss_cls: 0.3906, decode.d6.loss_mask: 0.5405, decode.d6.loss_dice: 0.8274, decode.d7.loss_cls: 0.3934, decode.d7.loss_mask: 0.5373, decode.d7.loss_dice: 0.8347, decode.d8.loss_cls: 0.3901, decode.d8.loss_mask: 0.5404, decode.d8.loss_dice: 0.8281, loss: 19.9326 2022-04-26 18:25:03,564 - mmseg - INFO - Iter [58350/160000] lr: 9.122e-07, eta: 1 day, 6:59:50, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4015, decode.loss_mask: 0.5522, decode.loss_dice: 0.8634, decode.d0.loss_cls: 2.2741, decode.d0.loss_mask: 0.6057, decode.d0.loss_dice: 1.0109, decode.d1.loss_cls: 0.5084, decode.d1.loss_mask: 0.5710, decode.d1.loss_dice: 0.9200, decode.d2.loss_cls: 0.4572, decode.d2.loss_mask: 0.5611, decode.d2.loss_dice: 0.8946, decode.d3.loss_cls: 0.4265, decode.d3.loss_mask: 0.5516, decode.d3.loss_dice: 0.8719, decode.d4.loss_cls: 0.4115, decode.d4.loss_mask: 0.5521, decode.d4.loss_dice: 0.8754, decode.d5.loss_cls: 0.4076, decode.d5.loss_mask: 0.5506, decode.d5.loss_dice: 0.8681, decode.d6.loss_cls: 0.4053, decode.d6.loss_mask: 0.5485, decode.d6.loss_dice: 0.8604, decode.d7.loss_cls: 0.4000, decode.d7.loss_mask: 0.5515, decode.d7.loss_dice: 0.8651, decode.d8.loss_cls: 0.4017, decode.d8.loss_mask: 0.5525, decode.d8.loss_dice: 0.8597, loss: 20.5798 2022-04-26 18:25:57,503 - mmseg - INFO - Iter [58400/160000] lr: 9.117e-07, eta: 1 day, 6:58:54, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3604, decode.loss_mask: 0.5549, decode.loss_dice: 0.8228, decode.d0.loss_cls: 2.1800, decode.d0.loss_mask: 0.6018, decode.d0.loss_dice: 0.9472, decode.d1.loss_cls: 0.4735, decode.d1.loss_mask: 0.5778, decode.d1.loss_dice: 0.8769, decode.d2.loss_cls: 0.4116, decode.d2.loss_mask: 0.5670, decode.d2.loss_dice: 0.8450, decode.d3.loss_cls: 0.3856, decode.d3.loss_mask: 0.5603, decode.d3.loss_dice: 0.8308, decode.d4.loss_cls: 0.3788, decode.d4.loss_mask: 0.5588, decode.d4.loss_dice: 0.8290, decode.d5.loss_cls: 0.3771, decode.d5.loss_mask: 0.5584, decode.d5.loss_dice: 0.8257, decode.d6.loss_cls: 0.3698, decode.d6.loss_mask: 0.5568, decode.d6.loss_dice: 0.8224, decode.d7.loss_cls: 0.3658, decode.d7.loss_mask: 0.5544, decode.d7.loss_dice: 0.8227, decode.d8.loss_cls: 0.3687, decode.d8.loss_mask: 0.5555, decode.d8.loss_dice: 0.8195, loss: 19.7590 2022-04-26 18:26:51,239 - mmseg - INFO - Iter [58450/160000] lr: 9.113e-07, eta: 1 day, 6:57:57, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3756, decode.loss_mask: 0.5340, decode.loss_dice: 0.8203, decode.d0.loss_cls: 2.2103, decode.d0.loss_mask: 0.5884, decode.d0.loss_dice: 0.9569, decode.d1.loss_cls: 0.4765, decode.d1.loss_mask: 0.5580, decode.d1.loss_dice: 0.8795, decode.d2.loss_cls: 0.4255, decode.d2.loss_mask: 0.5449, decode.d2.loss_dice: 0.8490, decode.d3.loss_cls: 0.4008, decode.d3.loss_mask: 0.5351, decode.d3.loss_dice: 0.8281, decode.d4.loss_cls: 0.3947, decode.d4.loss_mask: 0.5345, decode.d4.loss_dice: 0.8263, decode.d5.loss_cls: 0.3870, decode.d5.loss_mask: 0.5343, decode.d5.loss_dice: 0.8318, decode.d6.loss_cls: 0.3756, decode.d6.loss_mask: 0.5337, decode.d6.loss_dice: 0.8229, decode.d7.loss_cls: 0.3779, decode.d7.loss_mask: 0.5359, decode.d7.loss_dice: 0.8211, decode.d8.loss_cls: 0.3674, decode.d8.loss_mask: 0.5348, decode.d8.loss_dice: 0.8219, loss: 19.6826 2022-04-26 18:27:44,755 - mmseg - INFO - Iter [58500/160000] lr: 9.108e-07, eta: 1 day, 6:56:59, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3608, decode.loss_mask: 0.5514, decode.loss_dice: 0.8699, decode.d0.loss_cls: 2.1583, decode.d0.loss_mask: 0.5950, decode.d0.loss_dice: 1.0043, decode.d1.loss_cls: 0.4652, decode.d1.loss_mask: 0.5694, decode.d1.loss_dice: 0.9289, decode.d2.loss_cls: 0.4128, decode.d2.loss_mask: 0.5581, decode.d2.loss_dice: 0.8947, decode.d3.loss_cls: 0.3836, decode.d3.loss_mask: 0.5539, decode.d3.loss_dice: 0.8792, decode.d4.loss_cls: 0.3722, decode.d4.loss_mask: 0.5517, decode.d4.loss_dice: 0.8823, decode.d5.loss_cls: 0.3704, decode.d5.loss_mask: 0.5465, decode.d5.loss_dice: 0.8795, decode.d6.loss_cls: 0.3659, decode.d6.loss_mask: 0.5497, decode.d6.loss_dice: 0.8718, decode.d7.loss_cls: 0.3672, decode.d7.loss_mask: 0.5487, decode.d7.loss_dice: 0.8712, decode.d8.loss_cls: 0.3657, decode.d8.loss_mask: 0.5507, decode.d8.loss_dice: 0.8750, loss: 20.1541 2022-04-26 18:28:38,144 - mmseg - INFO - Iter [58550/160000] lr: 9.104e-07, eta: 1 day, 6:56:02, time: 1.068, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3720, decode.loss_mask: 0.5378, decode.loss_dice: 0.8324, decode.d0.loss_cls: 2.2084, decode.d0.loss_mask: 0.5822, decode.d0.loss_dice: 0.9658, decode.d1.loss_cls: 0.4793, decode.d1.loss_mask: 0.5600, decode.d1.loss_dice: 0.8894, decode.d2.loss_cls: 0.4251, decode.d2.loss_mask: 0.5496, decode.d2.loss_dice: 0.8590, decode.d3.loss_cls: 0.4012, decode.d3.loss_mask: 0.5428, decode.d3.loss_dice: 0.8436, decode.d4.loss_cls: 0.3896, decode.d4.loss_mask: 0.5428, decode.d4.loss_dice: 0.8470, decode.d5.loss_cls: 0.3735, decode.d5.loss_mask: 0.5447, decode.d5.loss_dice: 0.8477, decode.d6.loss_cls: 0.3733, decode.d6.loss_mask: 0.5390, decode.d6.loss_dice: 0.8377, decode.d7.loss_cls: 0.3745, decode.d7.loss_mask: 0.5401, decode.d7.loss_dice: 0.8330, decode.d8.loss_cls: 0.3733, decode.d8.loss_mask: 0.5383, decode.d8.loss_dice: 0.8326, loss: 19.8358 2022-04-26 18:29:32,501 - mmseg - INFO - Iter [58600/160000] lr: 9.099e-07, eta: 1 day, 6:55:06, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3729, decode.loss_mask: 0.5451, decode.loss_dice: 0.8585, decode.d0.loss_cls: 2.1636, decode.d0.loss_mask: 0.5976, decode.d0.loss_dice: 0.9969, decode.d1.loss_cls: 0.4808, decode.d1.loss_mask: 0.5670, decode.d1.loss_dice: 0.9103, decode.d2.loss_cls: 0.4197, decode.d2.loss_mask: 0.5559, decode.d2.loss_dice: 0.8837, decode.d3.loss_cls: 0.3903, decode.d3.loss_mask: 0.5495, decode.d3.loss_dice: 0.8696, decode.d4.loss_cls: 0.3905, decode.d4.loss_mask: 0.5500, decode.d4.loss_dice: 0.8670, decode.d5.loss_cls: 0.3807, decode.d5.loss_mask: 0.5485, decode.d5.loss_dice: 0.8672, decode.d6.loss_cls: 0.3752, decode.d6.loss_mask: 0.5488, decode.d6.loss_dice: 0.8586, decode.d7.loss_cls: 0.3791, decode.d7.loss_mask: 0.5488, decode.d7.loss_dice: 0.8590, decode.d8.loss_cls: 0.3707, decode.d8.loss_mask: 0.5468, decode.d8.loss_dice: 0.8605, loss: 20.1126 2022-04-26 18:30:26,923 - mmseg - INFO - Iter [58650/160000] lr: 9.095e-07, eta: 1 day, 6:54:10, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3773, decode.loss_mask: 0.5603, decode.loss_dice: 0.8382, decode.d0.loss_cls: 2.1658, decode.d0.loss_mask: 0.5982, decode.d0.loss_dice: 0.9730, decode.d1.loss_cls: 0.4748, decode.d1.loss_mask: 0.5812, decode.d1.loss_dice: 0.8991, decode.d2.loss_cls: 0.4185, decode.d2.loss_mask: 0.5705, decode.d2.loss_dice: 0.8680, decode.d3.loss_cls: 0.3975, decode.d3.loss_mask: 0.5619, decode.d3.loss_dice: 0.8521, decode.d4.loss_cls: 0.3875, decode.d4.loss_mask: 0.5602, decode.d4.loss_dice: 0.8526, decode.d5.loss_cls: 0.3899, decode.d5.loss_mask: 0.5606, decode.d5.loss_dice: 0.8495, decode.d6.loss_cls: 0.3767, decode.d6.loss_mask: 0.5589, decode.d6.loss_dice: 0.8424, decode.d7.loss_cls: 0.3782, decode.d7.loss_mask: 0.5581, decode.d7.loss_dice: 0.8425, decode.d8.loss_cls: 0.3747, decode.d8.loss_mask: 0.5606, decode.d8.loss_dice: 0.8406, loss: 20.0695 2022-04-26 18:31:20,896 - mmseg - INFO - Iter [58700/160000] lr: 9.090e-07, eta: 1 day, 6:53:14, time: 1.079, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3602, decode.loss_mask: 0.5274, decode.loss_dice: 0.8157, decode.d0.loss_cls: 2.1461, decode.d0.loss_mask: 0.5735, decode.d0.loss_dice: 0.9472, decode.d1.loss_cls: 0.4625, decode.d1.loss_mask: 0.5486, decode.d1.loss_dice: 0.8693, decode.d2.loss_cls: 0.4098, decode.d2.loss_mask: 0.5381, decode.d2.loss_dice: 0.8402, decode.d3.loss_cls: 0.3913, decode.d3.loss_mask: 0.5310, decode.d3.loss_dice: 0.8246, decode.d4.loss_cls: 0.3805, decode.d4.loss_mask: 0.5269, decode.d4.loss_dice: 0.8253, decode.d5.loss_cls: 0.3672, decode.d5.loss_mask: 0.5299, decode.d5.loss_dice: 0.8245, decode.d6.loss_cls: 0.3641, decode.d6.loss_mask: 0.5272, decode.d6.loss_dice: 0.8179, decode.d7.loss_cls: 0.3580, decode.d7.loss_mask: 0.5246, decode.d7.loss_dice: 0.8198, decode.d8.loss_cls: 0.3638, decode.d8.loss_mask: 0.5294, decode.d8.loss_dice: 0.8178, loss: 19.3625 2022-04-26 18:32:14,599 - mmseg - INFO - Iter [58750/160000] lr: 9.086e-07, eta: 1 day, 6:52:17, time: 1.074, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3729, decode.loss_mask: 0.5456, decode.loss_dice: 0.8417, decode.d0.loss_cls: 2.1580, decode.d0.loss_mask: 0.5927, decode.d0.loss_dice: 0.9749, decode.d1.loss_cls: 0.4816, decode.d1.loss_mask: 0.5593, decode.d1.loss_dice: 0.8943, decode.d2.loss_cls: 0.4407, decode.d2.loss_mask: 0.5494, decode.d2.loss_dice: 0.8647, decode.d3.loss_cls: 0.4058, decode.d3.loss_mask: 0.5423, decode.d3.loss_dice: 0.8474, decode.d4.loss_cls: 0.3985, decode.d4.loss_mask: 0.5433, decode.d4.loss_dice: 0.8465, decode.d5.loss_cls: 0.3868, decode.d5.loss_mask: 0.5415, decode.d5.loss_dice: 0.8445, decode.d6.loss_cls: 0.3836, decode.d6.loss_mask: 0.5447, decode.d6.loss_dice: 0.8412, decode.d7.loss_cls: 0.3808, decode.d7.loss_mask: 0.5416, decode.d7.loss_dice: 0.8415, decode.d8.loss_cls: 0.3776, decode.d8.loss_mask: 0.5424, decode.d8.loss_dice: 0.8411, loss: 19.9267 2022-04-26 18:33:08,907 - mmseg - INFO - Iter [58800/160000] lr: 9.081e-07, eta: 1 day, 6:51:21, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3791, decode.loss_mask: 0.5613, decode.loss_dice: 0.8635, decode.d0.loss_cls: 2.1674, decode.d0.loss_mask: 0.6050, decode.d0.loss_dice: 0.9864, decode.d1.loss_cls: 0.4808, decode.d1.loss_mask: 0.5821, decode.d1.loss_dice: 0.9180, decode.d2.loss_cls: 0.4328, decode.d2.loss_mask: 0.5680, decode.d2.loss_dice: 0.8871, decode.d3.loss_cls: 0.3984, decode.d3.loss_mask: 0.5678, decode.d3.loss_dice: 0.8713, decode.d4.loss_cls: 0.3911, decode.d4.loss_mask: 0.5667, decode.d4.loss_dice: 0.8724, decode.d5.loss_cls: 0.3877, decode.d5.loss_mask: 0.5653, decode.d5.loss_dice: 0.8707, decode.d6.loss_cls: 0.3706, decode.d6.loss_mask: 0.5629, decode.d6.loss_dice: 0.8628, decode.d7.loss_cls: 0.3693, decode.d7.loss_mask: 0.5619, decode.d7.loss_dice: 0.8668, decode.d8.loss_cls: 0.3714, decode.d8.loss_mask: 0.5632, decode.d8.loss_dice: 0.8625, loss: 20.3148 2022-04-26 18:34:03,396 - mmseg - INFO - Iter [58850/160000] lr: 9.077e-07, eta: 1 day, 6:50:26, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3936, decode.loss_mask: 0.5582, decode.loss_dice: 0.8394, decode.d0.loss_cls: 2.2253, decode.d0.loss_mask: 0.6106, decode.d0.loss_dice: 0.9850, decode.d1.loss_cls: 0.5013, decode.d1.loss_mask: 0.5769, decode.d1.loss_dice: 0.8978, decode.d2.loss_cls: 0.4419, decode.d2.loss_mask: 0.5666, decode.d2.loss_dice: 0.8724, decode.d3.loss_cls: 0.4150, decode.d3.loss_mask: 0.5620, decode.d3.loss_dice: 0.8535, decode.d4.loss_cls: 0.4023, decode.d4.loss_mask: 0.5590, decode.d4.loss_dice: 0.8555, decode.d5.loss_cls: 0.4032, decode.d5.loss_mask: 0.5594, decode.d5.loss_dice: 0.8513, decode.d6.loss_cls: 0.3948, decode.d6.loss_mask: 0.5607, decode.d6.loss_dice: 0.8434, decode.d7.loss_cls: 0.3935, decode.d7.loss_mask: 0.5584, decode.d7.loss_dice: 0.8400, decode.d8.loss_cls: 0.3948, decode.d8.loss_mask: 0.5609, decode.d8.loss_dice: 0.8422, loss: 20.3188 2022-04-26 18:34:58,170 - mmseg - INFO - Iter [58900/160000] lr: 9.073e-07, eta: 1 day, 6:49:31, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3712, decode.loss_mask: 0.5330, decode.loss_dice: 0.8085, decode.d0.loss_cls: 2.1744, decode.d0.loss_mask: 0.5794, decode.d0.loss_dice: 0.9437, decode.d1.loss_cls: 0.4901, decode.d1.loss_mask: 0.5509, decode.d1.loss_dice: 0.8558, decode.d2.loss_cls: 0.4318, decode.d2.loss_mask: 0.5433, decode.d2.loss_dice: 0.8341, decode.d3.loss_cls: 0.3983, decode.d3.loss_mask: 0.5348, decode.d3.loss_dice: 0.8163, decode.d4.loss_cls: 0.3842, decode.d4.loss_mask: 0.5368, decode.d4.loss_dice: 0.8157, decode.d5.loss_cls: 0.3730, decode.d5.loss_mask: 0.5373, decode.d5.loss_dice: 0.8127, decode.d6.loss_cls: 0.3680, decode.d6.loss_mask: 0.5368, decode.d6.loss_dice: 0.8137, decode.d7.loss_cls: 0.3723, decode.d7.loss_mask: 0.5379, decode.d7.loss_dice: 0.8126, decode.d8.loss_cls: 0.3740, decode.d8.loss_mask: 0.5338, decode.d8.loss_dice: 0.8117, loss: 19.4861 2022-04-26 18:35:52,195 - mmseg - INFO - Iter [58950/160000] lr: 9.068e-07, eta: 1 day, 6:48:34, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3844, decode.loss_mask: 0.5732, decode.loss_dice: 0.8599, decode.d0.loss_cls: 2.1706, decode.d0.loss_mask: 0.6179, decode.d0.loss_dice: 0.9924, decode.d1.loss_cls: 0.4882, decode.d1.loss_mask: 0.5943, decode.d1.loss_dice: 0.9178, decode.d2.loss_cls: 0.4350, decode.d2.loss_mask: 0.5858, decode.d2.loss_dice: 0.8911, decode.d3.loss_cls: 0.4102, decode.d3.loss_mask: 0.5799, decode.d3.loss_dice: 0.8746, decode.d4.loss_cls: 0.4018, decode.d4.loss_mask: 0.5749, decode.d4.loss_dice: 0.8695, decode.d5.loss_cls: 0.4006, decode.d5.loss_mask: 0.5729, decode.d5.loss_dice: 0.8701, decode.d6.loss_cls: 0.3939, decode.d6.loss_mask: 0.5698, decode.d6.loss_dice: 0.8589, decode.d7.loss_cls: 0.3805, decode.d7.loss_mask: 0.5737, decode.d7.loss_dice: 0.8632, decode.d8.loss_cls: 0.3863, decode.d8.loss_mask: 0.5728, decode.d8.loss_dice: 0.8591, loss: 20.5235 2022-04-26 18:36:46,286 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 18:36:46,291 - mmseg - INFO - Iter [59000/160000] lr: 9.064e-07, eta: 1 day, 6:47:38, time: 1.082, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3645, decode.loss_mask: 0.5514, decode.loss_dice: 0.8410, decode.d0.loss_cls: 2.1718, decode.d0.loss_mask: 0.5965, decode.d0.loss_dice: 0.9748, decode.d1.loss_cls: 0.4892, decode.d1.loss_mask: 0.5694, decode.d1.loss_dice: 0.8964, decode.d2.loss_cls: 0.4278, decode.d2.loss_mask: 0.5600, decode.d2.loss_dice: 0.8694, decode.d3.loss_cls: 0.3953, decode.d3.loss_mask: 0.5556, decode.d3.loss_dice: 0.8528, decode.d4.loss_cls: 0.3880, decode.d4.loss_mask: 0.5560, decode.d4.loss_dice: 0.8485, decode.d5.loss_cls: 0.3759, decode.d5.loss_mask: 0.5520, decode.d5.loss_dice: 0.8445, decode.d6.loss_cls: 0.3720, decode.d6.loss_mask: 0.5519, decode.d6.loss_dice: 0.8402, decode.d7.loss_cls: 0.3680, decode.d7.loss_mask: 0.5497, decode.d7.loss_dice: 0.8420, decode.d8.loss_cls: 0.3706, decode.d8.loss_mask: 0.5489, decode.d8.loss_dice: 0.8380, loss: 19.9621 2022-04-26 18:37:39,673 - mmseg - INFO - Iter [59050/160000] lr: 9.059e-07, eta: 1 day, 6:46:41, time: 1.068, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3653, decode.loss_mask: 0.5299, decode.loss_dice: 0.8497, decode.d0.loss_cls: 2.1589, decode.d0.loss_mask: 0.5736, decode.d0.loss_dice: 0.9833, decode.d1.loss_cls: 0.4660, decode.d1.loss_mask: 0.5488, decode.d1.loss_dice: 0.9013, decode.d2.loss_cls: 0.4133, decode.d2.loss_mask: 0.5382, decode.d2.loss_dice: 0.8661, decode.d3.loss_cls: 0.3849, decode.d3.loss_mask: 0.5350, decode.d3.loss_dice: 0.8568, decode.d4.loss_cls: 0.3810, decode.d4.loss_mask: 0.5347, decode.d4.loss_dice: 0.8559, decode.d5.loss_cls: 0.3694, decode.d5.loss_mask: 0.5340, decode.d5.loss_dice: 0.8560, decode.d6.loss_cls: 0.3761, decode.d6.loss_mask: 0.5315, decode.d6.loss_dice: 0.8469, decode.d7.loss_cls: 0.3683, decode.d7.loss_mask: 0.5305, decode.d7.loss_dice: 0.8464, decode.d8.loss_cls: 0.3662, decode.d8.loss_mask: 0.5294, decode.d8.loss_dice: 0.8473, loss: 19.7450 2022-04-26 18:38:33,549 - mmseg - INFO - Iter [59100/160000] lr: 9.055e-07, eta: 1 day, 6:45:44, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3964, decode.loss_mask: 0.5513, decode.loss_dice: 0.8535, decode.d0.loss_cls: 2.2332, decode.d0.loss_mask: 0.5956, decode.d0.loss_dice: 0.9951, decode.d1.loss_cls: 0.5087, decode.d1.loss_mask: 0.5701, decode.d1.loss_dice: 0.9146, decode.d2.loss_cls: 0.4484, decode.d2.loss_mask: 0.5533, decode.d2.loss_dice: 0.8805, decode.d3.loss_cls: 0.4125, decode.d3.loss_mask: 0.5517, decode.d3.loss_dice: 0.8642, decode.d4.loss_cls: 0.3975, decode.d4.loss_mask: 0.5508, decode.d4.loss_dice: 0.8654, decode.d5.loss_cls: 0.4010, decode.d5.loss_mask: 0.5490, decode.d5.loss_dice: 0.8601, decode.d6.loss_cls: 0.3937, decode.d6.loss_mask: 0.5492, decode.d6.loss_dice: 0.8551, decode.d7.loss_cls: 0.3937, decode.d7.loss_mask: 0.5505, decode.d7.loss_dice: 0.8550, decode.d8.loss_cls: 0.3918, decode.d8.loss_mask: 0.5499, decode.d8.loss_dice: 0.8567, loss: 20.3486 2022-04-26 18:39:26,797 - mmseg - INFO - Iter [59150/160000] lr: 9.050e-07, eta: 1 day, 6:44:46, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3662, decode.loss_mask: 0.5584, decode.loss_dice: 0.8419, decode.d0.loss_cls: 2.2129, decode.d0.loss_mask: 0.6023, decode.d0.loss_dice: 0.9717, decode.d1.loss_cls: 0.4740, decode.d1.loss_mask: 0.5785, decode.d1.loss_dice: 0.8942, decode.d2.loss_cls: 0.4170, decode.d2.loss_mask: 0.5676, decode.d2.loss_dice: 0.8666, decode.d3.loss_cls: 0.3884, decode.d3.loss_mask: 0.5636, decode.d3.loss_dice: 0.8556, decode.d4.loss_cls: 0.3757, decode.d4.loss_mask: 0.5639, decode.d4.loss_dice: 0.8559, decode.d5.loss_cls: 0.3754, decode.d5.loss_mask: 0.5634, decode.d5.loss_dice: 0.8532, decode.d6.loss_cls: 0.3614, decode.d6.loss_mask: 0.5622, decode.d6.loss_dice: 0.8497, decode.d7.loss_cls: 0.3627, decode.d7.loss_mask: 0.5625, decode.d7.loss_dice: 0.8443, decode.d8.loss_cls: 0.3559, decode.d8.loss_mask: 0.5603, decode.d8.loss_dice: 0.8531, loss: 20.0584 2022-04-26 18:40:21,232 - mmseg - INFO - Iter [59200/160000] lr: 9.046e-07, eta: 1 day, 6:43:51, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3842, decode.loss_mask: 0.5224, decode.loss_dice: 0.8306, decode.d0.loss_cls: 2.2089, decode.d0.loss_mask: 0.5730, decode.d0.loss_dice: 0.9748, decode.d1.loss_cls: 0.4870, decode.d1.loss_mask: 0.5416, decode.d1.loss_dice: 0.8865, decode.d2.loss_cls: 0.4392, decode.d2.loss_mask: 0.5304, decode.d2.loss_dice: 0.8562, decode.d3.loss_cls: 0.4055, decode.d3.loss_mask: 0.5277, decode.d3.loss_dice: 0.8424, decode.d4.loss_cls: 0.3993, decode.d4.loss_mask: 0.5247, decode.d4.loss_dice: 0.8418, decode.d5.loss_cls: 0.3932, decode.d5.loss_mask: 0.5231, decode.d5.loss_dice: 0.8336, decode.d6.loss_cls: 0.3934, decode.d6.loss_mask: 0.5199, decode.d6.loss_dice: 0.8276, decode.d7.loss_cls: 0.3930, decode.d7.loss_mask: 0.5235, decode.d7.loss_dice: 0.8297, decode.d8.loss_cls: 0.3839, decode.d8.loss_mask: 0.5224, decode.d8.loss_dice: 0.8344, loss: 19.7538 2022-04-26 18:41:14,071 - mmseg - INFO - Iter [59250/160000] lr: 9.041e-07, eta: 1 day, 6:42:52, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3738, decode.loss_mask: 0.5551, decode.loss_dice: 0.8368, decode.d0.loss_cls: 2.2350, decode.d0.loss_mask: 0.6035, decode.d0.loss_dice: 0.9770, decode.d1.loss_cls: 0.4879, decode.d1.loss_mask: 0.5731, decode.d1.loss_dice: 0.8912, decode.d2.loss_cls: 0.4231, decode.d2.loss_mask: 0.5641, decode.d2.loss_dice: 0.8593, decode.d3.loss_cls: 0.4087, decode.d3.loss_mask: 0.5561, decode.d3.loss_dice: 0.8381, decode.d4.loss_cls: 0.3898, decode.d4.loss_mask: 0.5535, decode.d4.loss_dice: 0.8458, decode.d5.loss_cls: 0.3839, decode.d5.loss_mask: 0.5549, decode.d5.loss_dice: 0.8404, decode.d6.loss_cls: 0.3905, decode.d6.loss_mask: 0.5548, decode.d6.loss_dice: 0.8316, decode.d7.loss_cls: 0.3805, decode.d7.loss_mask: 0.5532, decode.d7.loss_dice: 0.8363, decode.d8.loss_cls: 0.3742, decode.d8.loss_mask: 0.5553, decode.d8.loss_dice: 0.8411, loss: 20.0687 2022-04-26 18:42:08,807 - mmseg - INFO - Iter [59300/160000] lr: 9.037e-07, eta: 1 day, 6:41:57, time: 1.094, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3884, decode.loss_mask: 0.5355, decode.loss_dice: 0.8452, decode.d0.loss_cls: 2.2473, decode.d0.loss_mask: 0.5818, decode.d0.loss_dice: 0.9886, decode.d1.loss_cls: 0.5143, decode.d1.loss_mask: 0.5517, decode.d1.loss_dice: 0.8934, decode.d2.loss_cls: 0.4342, decode.d2.loss_mask: 0.5445, decode.d2.loss_dice: 0.8801, decode.d3.loss_cls: 0.4086, decode.d3.loss_mask: 0.5405, decode.d3.loss_dice: 0.8585, decode.d4.loss_cls: 0.4045, decode.d4.loss_mask: 0.5373, decode.d4.loss_dice: 0.8567, decode.d5.loss_cls: 0.4041, decode.d5.loss_mask: 0.5353, decode.d5.loss_dice: 0.8537, decode.d6.loss_cls: 0.3904, decode.d6.loss_mask: 0.5341, decode.d6.loss_dice: 0.8479, decode.d7.loss_cls: 0.3894, decode.d7.loss_mask: 0.5331, decode.d7.loss_dice: 0.8490, decode.d8.loss_cls: 0.3871, decode.d8.loss_mask: 0.5336, decode.d8.loss_dice: 0.8480, loss: 20.1168 2022-04-26 18:43:02,569 - mmseg - INFO - Iter [59350/160000] lr: 9.032e-07, eta: 1 day, 6:41:00, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3622, decode.loss_mask: 0.5417, decode.loss_dice: 0.8269, decode.d0.loss_cls: 2.2219, decode.d0.loss_mask: 0.5875, decode.d0.loss_dice: 0.9620, decode.d1.loss_cls: 0.4787, decode.d1.loss_mask: 0.5575, decode.d1.loss_dice: 0.8720, decode.d2.loss_cls: 0.4166, decode.d2.loss_mask: 0.5462, decode.d2.loss_dice: 0.8483, decode.d3.loss_cls: 0.3825, decode.d3.loss_mask: 0.5443, decode.d3.loss_dice: 0.8345, decode.d4.loss_cls: 0.3740, decode.d4.loss_mask: 0.5414, decode.d4.loss_dice: 0.8331, decode.d5.loss_cls: 0.3675, decode.d5.loss_mask: 0.5414, decode.d5.loss_dice: 0.8355, decode.d6.loss_cls: 0.3635, decode.d6.loss_mask: 0.5395, decode.d6.loss_dice: 0.8276, decode.d7.loss_cls: 0.3666, decode.d7.loss_mask: 0.5399, decode.d7.loss_dice: 0.8293, decode.d8.loss_cls: 0.3657, decode.d8.loss_mask: 0.5398, decode.d8.loss_dice: 0.8247, loss: 19.6722 2022-04-26 18:43:59,777 - mmseg - INFO - Iter [59400/160000] lr: 9.028e-07, eta: 1 day, 6:40:10, time: 1.144, data_time: 0.064, memory: 64049, decode.loss_cls: 0.3905, decode.loss_mask: 0.5415, decode.loss_dice: 0.8353, decode.d0.loss_cls: 2.2363, decode.d0.loss_mask: 0.5831, decode.d0.loss_dice: 0.9694, decode.d1.loss_cls: 0.4973, decode.d1.loss_mask: 0.5587, decode.d1.loss_dice: 0.8900, decode.d2.loss_cls: 0.4441, decode.d2.loss_mask: 0.5486, decode.d2.loss_dice: 0.8627, decode.d3.loss_cls: 0.4188, decode.d3.loss_mask: 0.5422, decode.d3.loss_dice: 0.8445, decode.d4.loss_cls: 0.4102, decode.d4.loss_mask: 0.5443, decode.d4.loss_dice: 0.8472, decode.d5.loss_cls: 0.4014, decode.d5.loss_mask: 0.5427, decode.d5.loss_dice: 0.8412, decode.d6.loss_cls: 0.3959, decode.d6.loss_mask: 0.5413, decode.d6.loss_dice: 0.8327, decode.d7.loss_cls: 0.3960, decode.d7.loss_mask: 0.5386, decode.d7.loss_dice: 0.8375, decode.d8.loss_cls: 0.3912, decode.d8.loss_mask: 0.5417, decode.d8.loss_dice: 0.8377, loss: 20.0625 2022-04-26 18:44:53,877 - mmseg - INFO - Iter [59450/160000] lr: 9.023e-07, eta: 1 day, 6:39:13, time: 1.082, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3471, decode.loss_mask: 0.5148, decode.loss_dice: 0.8129, decode.d0.loss_cls: 2.1644, decode.d0.loss_mask: 0.5559, decode.d0.loss_dice: 0.9487, decode.d1.loss_cls: 0.4466, decode.d1.loss_mask: 0.5321, decode.d1.loss_dice: 0.8656, decode.d2.loss_cls: 0.3901, decode.d2.loss_mask: 0.5262, decode.d2.loss_dice: 0.8424, decode.d3.loss_cls: 0.3624, decode.d3.loss_mask: 0.5165, decode.d3.loss_dice: 0.8266, decode.d4.loss_cls: 0.3539, decode.d4.loss_mask: 0.5163, decode.d4.loss_dice: 0.8266, decode.d5.loss_cls: 0.3499, decode.d5.loss_mask: 0.5151, decode.d5.loss_dice: 0.8238, decode.d6.loss_cls: 0.3488, decode.d6.loss_mask: 0.5128, decode.d6.loss_dice: 0.8185, decode.d7.loss_cls: 0.3407, decode.d7.loss_mask: 0.5144, decode.d7.loss_dice: 0.8153, decode.d8.loss_cls: 0.3409, decode.d8.loss_mask: 0.5146, decode.d8.loss_dice: 0.8155, loss: 19.0597 2022-04-26 18:45:47,027 - mmseg - INFO - Iter [59500/160000] lr: 9.019e-07, eta: 1 day, 6:38:16, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3500, decode.loss_mask: 0.5620, decode.loss_dice: 0.8227, decode.d0.loss_cls: 2.1292, decode.d0.loss_mask: 0.6119, decode.d0.loss_dice: 0.9699, decode.d1.loss_cls: 0.4682, decode.d1.loss_mask: 0.5818, decode.d1.loss_dice: 0.8791, decode.d2.loss_cls: 0.4035, decode.d2.loss_mask: 0.5735, decode.d2.loss_dice: 0.8533, decode.d3.loss_cls: 0.3831, decode.d3.loss_mask: 0.5649, decode.d3.loss_dice: 0.8327, decode.d4.loss_cls: 0.3677, decode.d4.loss_mask: 0.5624, decode.d4.loss_dice: 0.8270, decode.d5.loss_cls: 0.3693, decode.d5.loss_mask: 0.5606, decode.d5.loss_dice: 0.8265, decode.d6.loss_cls: 0.3571, decode.d6.loss_mask: 0.5619, decode.d6.loss_dice: 0.8201, decode.d7.loss_cls: 0.3506, decode.d7.loss_mask: 0.5624, decode.d7.loss_dice: 0.8247, decode.d8.loss_cls: 0.3443, decode.d8.loss_mask: 0.5626, decode.d8.loss_dice: 0.8269, loss: 19.7096 2022-04-26 18:46:41,191 - mmseg - INFO - Iter [59550/160000] lr: 9.014e-07, eta: 1 day, 6:37:19, time: 1.083, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3594, decode.loss_mask: 0.5607, decode.loss_dice: 0.8347, decode.d0.loss_cls: 2.1572, decode.d0.loss_mask: 0.6087, decode.d0.loss_dice: 0.9636, decode.d1.loss_cls: 0.4577, decode.d1.loss_mask: 0.5800, decode.d1.loss_dice: 0.8866, decode.d2.loss_cls: 0.3988, decode.d2.loss_mask: 0.5676, decode.d2.loss_dice: 0.8600, decode.d3.loss_cls: 0.3819, decode.d3.loss_mask: 0.5628, decode.d3.loss_dice: 0.8417, decode.d4.loss_cls: 0.3718, decode.d4.loss_mask: 0.5606, decode.d4.loss_dice: 0.8413, decode.d5.loss_cls: 0.3773, decode.d5.loss_mask: 0.5615, decode.d5.loss_dice: 0.8382, decode.d6.loss_cls: 0.3616, decode.d6.loss_mask: 0.5608, decode.d6.loss_dice: 0.8338, decode.d7.loss_cls: 0.3661, decode.d7.loss_mask: 0.5620, decode.d7.loss_dice: 0.8372, decode.d8.loss_cls: 0.3623, decode.d8.loss_mask: 0.5614, decode.d8.loss_dice: 0.8406, loss: 19.8578 2022-04-26 18:47:35,127 - mmseg - INFO - Iter [59600/160000] lr: 9.010e-07, eta: 1 day, 6:36:23, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3833, decode.loss_mask: 0.5502, decode.loss_dice: 0.8511, decode.d0.loss_cls: 2.1676, decode.d0.loss_mask: 0.5956, decode.d0.loss_dice: 0.9764, decode.d1.loss_cls: 0.4987, decode.d1.loss_mask: 0.5700, decode.d1.loss_dice: 0.9031, decode.d2.loss_cls: 0.4424, decode.d2.loss_mask: 0.5570, decode.d2.loss_dice: 0.8672, decode.d3.loss_cls: 0.4109, decode.d3.loss_mask: 0.5557, decode.d3.loss_dice: 0.8547, decode.d4.loss_cls: 0.3978, decode.d4.loss_mask: 0.5573, decode.d4.loss_dice: 0.8562, decode.d5.loss_cls: 0.3932, decode.d5.loss_mask: 0.5524, decode.d5.loss_dice: 0.8545, decode.d6.loss_cls: 0.3879, decode.d6.loss_mask: 0.5492, decode.d6.loss_dice: 0.8492, decode.d7.loss_cls: 0.3823, decode.d7.loss_mask: 0.5496, decode.d7.loss_dice: 0.8488, decode.d8.loss_cls: 0.3847, decode.d8.loss_mask: 0.5516, decode.d8.loss_dice: 0.8502, loss: 20.1487 2022-04-26 18:48:29,663 - mmseg - INFO - Iter [59650/160000] lr: 9.005e-07, eta: 1 day, 6:35:28, time: 1.091, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3688, decode.loss_mask: 0.5452, decode.loss_dice: 0.8394, decode.d0.loss_cls: 2.2335, decode.d0.loss_mask: 0.5864, decode.d0.loss_dice: 0.9712, decode.d1.loss_cls: 0.4712, decode.d1.loss_mask: 0.5643, decode.d1.loss_dice: 0.8872, decode.d2.loss_cls: 0.4090, decode.d2.loss_mask: 0.5539, decode.d2.loss_dice: 0.8688, decode.d3.loss_cls: 0.3837, decode.d3.loss_mask: 0.5507, decode.d3.loss_dice: 0.8555, decode.d4.loss_cls: 0.3742, decode.d4.loss_mask: 0.5493, decode.d4.loss_dice: 0.8530, decode.d5.loss_cls: 0.3772, decode.d5.loss_mask: 0.5467, decode.d5.loss_dice: 0.8512, decode.d6.loss_cls: 0.3641, decode.d6.loss_mask: 0.5459, decode.d6.loss_dice: 0.8441, decode.d7.loss_cls: 0.3699, decode.d7.loss_mask: 0.5432, decode.d7.loss_dice: 0.8405, decode.d8.loss_cls: 0.3661, decode.d8.loss_mask: 0.5452, decode.d8.loss_dice: 0.8439, loss: 19.9030 2022-04-26 18:49:23,826 - mmseg - INFO - Iter [59700/160000] lr: 9.001e-07, eta: 1 day, 6:34:32, time: 1.083, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3718, decode.loss_mask: 0.5361, decode.loss_dice: 0.8517, decode.d0.loss_cls: 2.1606, decode.d0.loss_mask: 0.5791, decode.d0.loss_dice: 0.9802, decode.d1.loss_cls: 0.4688, decode.d1.loss_mask: 0.5548, decode.d1.loss_dice: 0.9058, decode.d2.loss_cls: 0.4184, decode.d2.loss_mask: 0.5468, decode.d2.loss_dice: 0.8738, decode.d3.loss_cls: 0.3869, decode.d3.loss_mask: 0.5406, decode.d3.loss_dice: 0.8647, decode.d4.loss_cls: 0.3810, decode.d4.loss_mask: 0.5402, decode.d4.loss_dice: 0.8618, decode.d5.loss_cls: 0.3738, decode.d5.loss_mask: 0.5372, decode.d5.loss_dice: 0.8573, decode.d6.loss_cls: 0.3630, decode.d6.loss_mask: 0.5374, decode.d6.loss_dice: 0.8540, decode.d7.loss_cls: 0.3644, decode.d7.loss_mask: 0.5358, decode.d7.loss_dice: 0.8550, decode.d8.loss_cls: 0.3680, decode.d8.loss_mask: 0.5375, decode.d8.loss_dice: 0.8531, loss: 19.8595 2022-04-26 18:50:17,148 - mmseg - INFO - Iter [59750/160000] lr: 8.996e-07, eta: 1 day, 6:33:34, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3518, decode.loss_mask: 0.5259, decode.loss_dice: 0.8176, decode.d0.loss_cls: 2.1296, decode.d0.loss_mask: 0.5662, decode.d0.loss_dice: 0.9519, decode.d1.loss_cls: 0.4524, decode.d1.loss_mask: 0.5434, decode.d1.loss_dice: 0.8756, decode.d2.loss_cls: 0.3953, decode.d2.loss_mask: 0.5344, decode.d2.loss_dice: 0.8433, decode.d3.loss_cls: 0.3771, decode.d3.loss_mask: 0.5245, decode.d3.loss_dice: 0.8280, decode.d4.loss_cls: 0.3647, decode.d4.loss_mask: 0.5246, decode.d4.loss_dice: 0.8247, decode.d5.loss_cls: 0.3645, decode.d5.loss_mask: 0.5247, decode.d5.loss_dice: 0.8230, decode.d6.loss_cls: 0.3622, decode.d6.loss_mask: 0.5228, decode.d6.loss_dice: 0.8137, decode.d7.loss_cls: 0.3537, decode.d7.loss_mask: 0.5256, decode.d7.loss_dice: 0.8139, decode.d8.loss_cls: 0.3546, decode.d8.loss_mask: 0.5249, decode.d8.loss_dice: 0.8140, loss: 19.2285 2022-04-26 18:51:10,640 - mmseg - INFO - Iter [59800/160000] lr: 8.992e-07, eta: 1 day, 6:32:37, time: 1.070, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3902, decode.loss_mask: 0.5331, decode.loss_dice: 0.8248, decode.d0.loss_cls: 2.2324, decode.d0.loss_mask: 0.5810, decode.d0.loss_dice: 0.9641, decode.d1.loss_cls: 0.4826, decode.d1.loss_mask: 0.5564, decode.d1.loss_dice: 0.8791, decode.d2.loss_cls: 0.4353, decode.d2.loss_mask: 0.5406, decode.d2.loss_dice: 0.8437, decode.d3.loss_cls: 0.4032, decode.d3.loss_mask: 0.5346, decode.d3.loss_dice: 0.8313, decode.d4.loss_cls: 0.3930, decode.d4.loss_mask: 0.5317, decode.d4.loss_dice: 0.8269, decode.d5.loss_cls: 0.3900, decode.d5.loss_mask: 0.5355, decode.d5.loss_dice: 0.8271, decode.d6.loss_cls: 0.3836, decode.d6.loss_mask: 0.5314, decode.d6.loss_dice: 0.8237, decode.d7.loss_cls: 0.3835, decode.d7.loss_mask: 0.5313, decode.d7.loss_dice: 0.8229, decode.d8.loss_cls: 0.3838, decode.d8.loss_mask: 0.5335, decode.d8.loss_dice: 0.8279, loss: 19.7579 2022-04-26 18:52:04,433 - mmseg - INFO - Iter [59850/160000] lr: 8.987e-07, eta: 1 day, 6:31:40, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3773, decode.loss_mask: 0.5547, decode.loss_dice: 0.8448, decode.d0.loss_cls: 2.1564, decode.d0.loss_mask: 0.6030, decode.d0.loss_dice: 0.9872, decode.d1.loss_cls: 0.4779, decode.d1.loss_mask: 0.5747, decode.d1.loss_dice: 0.9072, decode.d2.loss_cls: 0.4258, decode.d2.loss_mask: 0.5609, decode.d2.loss_dice: 0.8706, decode.d3.loss_cls: 0.4032, decode.d3.loss_mask: 0.5558, decode.d3.loss_dice: 0.8510, decode.d4.loss_cls: 0.3896, decode.d4.loss_mask: 0.5558, decode.d4.loss_dice: 0.8527, decode.d5.loss_cls: 0.3867, decode.d5.loss_mask: 0.5536, decode.d5.loss_dice: 0.8511, decode.d6.loss_cls: 0.3824, decode.d6.loss_mask: 0.5535, decode.d6.loss_dice: 0.8473, decode.d7.loss_cls: 0.3811, decode.d7.loss_mask: 0.5546, decode.d7.loss_dice: 0.8481, decode.d8.loss_cls: 0.3828, decode.d8.loss_mask: 0.5551, decode.d8.loss_dice: 0.8463, loss: 20.0914 2022-04-26 18:52:58,761 - mmseg - INFO - Iter [59900/160000] lr: 8.983e-07, eta: 1 day, 6:30:44, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3706, decode.loss_mask: 0.5443, decode.loss_dice: 0.8250, decode.d0.loss_cls: 2.1934, decode.d0.loss_mask: 0.5872, decode.d0.loss_dice: 0.9683, decode.d1.loss_cls: 0.4739, decode.d1.loss_mask: 0.5624, decode.d1.loss_dice: 0.8816, decode.d2.loss_cls: 0.4234, decode.d2.loss_mask: 0.5520, decode.d2.loss_dice: 0.8579, decode.d3.loss_cls: 0.4010, decode.d3.loss_mask: 0.5493, decode.d3.loss_dice: 0.8321, decode.d4.loss_cls: 0.3956, decode.d4.loss_mask: 0.5454, decode.d4.loss_dice: 0.8348, decode.d5.loss_cls: 0.3865, decode.d5.loss_mask: 0.5485, decode.d5.loss_dice: 0.8329, decode.d6.loss_cls: 0.3755, decode.d6.loss_mask: 0.5446, decode.d6.loss_dice: 0.8226, decode.d7.loss_cls: 0.3730, decode.d7.loss_mask: 0.5447, decode.d7.loss_dice: 0.8234, decode.d8.loss_cls: 0.3700, decode.d8.loss_mask: 0.5442, decode.d8.loss_dice: 0.8271, loss: 19.7911 2022-04-26 18:53:53,313 - mmseg - INFO - Iter [59950/160000] lr: 8.978e-07, eta: 1 day, 6:29:49, time: 1.091, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3714, decode.loss_mask: 0.5421, decode.loss_dice: 0.8243, decode.d0.loss_cls: 2.1982, decode.d0.loss_mask: 0.5906, decode.d0.loss_dice: 0.9668, decode.d1.loss_cls: 0.4722, decode.d1.loss_mask: 0.5593, decode.d1.loss_dice: 0.8841, decode.d2.loss_cls: 0.4209, decode.d2.loss_mask: 0.5530, decode.d2.loss_dice: 0.8567, decode.d3.loss_cls: 0.4067, decode.d3.loss_mask: 0.5432, decode.d3.loss_dice: 0.8332, decode.d4.loss_cls: 0.3899, decode.d4.loss_mask: 0.5453, decode.d4.loss_dice: 0.8375, decode.d5.loss_cls: 0.3788, decode.d5.loss_mask: 0.5479, decode.d5.loss_dice: 0.8370, decode.d6.loss_cls: 0.3776, decode.d6.loss_mask: 0.5445, decode.d6.loss_dice: 0.8281, decode.d7.loss_cls: 0.3678, decode.d7.loss_mask: 0.5456, decode.d7.loss_dice: 0.8315, decode.d8.loss_cls: 0.3705, decode.d8.loss_mask: 0.5431, decode.d8.loss_dice: 0.8290, loss: 19.7971 2022-04-26 18:54:47,895 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 18:54:47,895 - mmseg - INFO - Iter [60000/160000] lr: 8.974e-07, eta: 1 day, 6:28:54, time: 1.092, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3770, decode.loss_mask: 0.5535, decode.loss_dice: 0.8440, decode.d0.loss_cls: 2.1950, decode.d0.loss_mask: 0.6085, decode.d0.loss_dice: 0.9903, decode.d1.loss_cls: 0.4721, decode.d1.loss_mask: 0.5730, decode.d1.loss_dice: 0.8983, decode.d2.loss_cls: 0.4253, decode.d2.loss_mask: 0.5610, decode.d2.loss_dice: 0.8737, decode.d3.loss_cls: 0.3959, decode.d3.loss_mask: 0.5560, decode.d3.loss_dice: 0.8581, decode.d4.loss_cls: 0.3845, decode.d4.loss_mask: 0.5568, decode.d4.loss_dice: 0.8617, decode.d5.loss_cls: 0.3762, decode.d5.loss_mask: 0.5558, decode.d5.loss_dice: 0.8568, decode.d6.loss_cls: 0.3771, decode.d6.loss_mask: 0.5531, decode.d6.loss_dice: 0.8491, decode.d7.loss_cls: 0.3684, decode.d7.loss_mask: 0.5538, decode.d7.loss_dice: 0.8462, decode.d8.loss_cls: 0.3764, decode.d8.loss_mask: 0.5534, decode.d8.loss_dice: 0.8445, loss: 20.0954 2022-04-26 18:55:42,762 - mmseg - INFO - Iter [60050/160000] lr: 8.969e-07, eta: 1 day, 6:27:59, time: 1.097, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3908, decode.loss_mask: 0.5579, decode.loss_dice: 0.8599, decode.d0.loss_cls: 2.2335, decode.d0.loss_mask: 0.6009, decode.d0.loss_dice: 0.9970, decode.d1.loss_cls: 0.5042, decode.d1.loss_mask: 0.5786, decode.d1.loss_dice: 0.9149, decode.d2.loss_cls: 0.4473, decode.d2.loss_mask: 0.5665, decode.d2.loss_dice: 0.8876, decode.d3.loss_cls: 0.4220, decode.d3.loss_mask: 0.5594, decode.d3.loss_dice: 0.8691, decode.d4.loss_cls: 0.4040, decode.d4.loss_mask: 0.5600, decode.d4.loss_dice: 0.8686, decode.d5.loss_cls: 0.4030, decode.d5.loss_mask: 0.5572, decode.d5.loss_dice: 0.8664, decode.d6.loss_cls: 0.3864, decode.d6.loss_mask: 0.5610, decode.d6.loss_dice: 0.8642, decode.d7.loss_cls: 0.3877, decode.d7.loss_mask: 0.5581, decode.d7.loss_dice: 0.8636, decode.d8.loss_cls: 0.3934, decode.d8.loss_mask: 0.5570, decode.d8.loss_dice: 0.8620, loss: 20.4823 2022-04-26 18:56:37,063 - mmseg - INFO - Iter [60100/160000] lr: 8.965e-07, eta: 1 day, 6:27:03, time: 1.086, data_time: 0.013, memory: 64049, decode.loss_cls: 0.3455, decode.loss_mask: 0.5311, decode.loss_dice: 0.8317, decode.d0.loss_cls: 2.1849, decode.d0.loss_mask: 0.5709, decode.d0.loss_dice: 0.9682, decode.d1.loss_cls: 0.4410, decode.d1.loss_mask: 0.5477, decode.d1.loss_dice: 0.8887, decode.d2.loss_cls: 0.3934, decode.d2.loss_mask: 0.5370, decode.d2.loss_dice: 0.8608, decode.d3.loss_cls: 0.3732, decode.d3.loss_mask: 0.5314, decode.d3.loss_dice: 0.8390, decode.d4.loss_cls: 0.3636, decode.d4.loss_mask: 0.5281, decode.d4.loss_dice: 0.8382, decode.d5.loss_cls: 0.3518, decode.d5.loss_mask: 0.5286, decode.d5.loss_dice: 0.8402, decode.d6.loss_cls: 0.3483, decode.d6.loss_mask: 0.5285, decode.d6.loss_dice: 0.8346, decode.d7.loss_cls: 0.3438, decode.d7.loss_mask: 0.5291, decode.d7.loss_dice: 0.8392, decode.d8.loss_cls: 0.3445, decode.d8.loss_mask: 0.5302, decode.d8.loss_dice: 0.8387, loss: 19.4319 2022-04-26 18:57:31,560 - mmseg - INFO - Iter [60150/160000] lr: 8.960e-07, eta: 1 day, 6:26:08, time: 1.090, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3746, decode.loss_mask: 0.5287, decode.loss_dice: 0.8097, decode.d0.loss_cls: 2.2413, decode.d0.loss_mask: 0.5848, decode.d0.loss_dice: 0.9529, decode.d1.loss_cls: 0.4875, decode.d1.loss_mask: 0.5545, decode.d1.loss_dice: 0.8776, decode.d2.loss_cls: 0.4304, decode.d2.loss_mask: 0.5427, decode.d2.loss_dice: 0.8343, decode.d3.loss_cls: 0.4021, decode.d3.loss_mask: 0.5356, decode.d3.loss_dice: 0.8195, decode.d4.loss_cls: 0.3899, decode.d4.loss_mask: 0.5343, decode.d4.loss_dice: 0.8212, decode.d5.loss_cls: 0.3816, decode.d5.loss_mask: 0.5307, decode.d5.loss_dice: 0.8167, decode.d6.loss_cls: 0.3771, decode.d6.loss_mask: 0.5299, decode.d6.loss_dice: 0.8107, decode.d7.loss_cls: 0.3763, decode.d7.loss_mask: 0.5276, decode.d7.loss_dice: 0.8103, decode.d8.loss_cls: 0.3762, decode.d8.loss_mask: 0.5307, decode.d8.loss_dice: 0.8080, loss: 19.5974 2022-04-26 18:58:25,678 - mmseg - INFO - Iter [60200/160000] lr: 8.956e-07, eta: 1 day, 6:25:11, time: 1.082, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3488, decode.loss_mask: 0.5427, decode.loss_dice: 0.8317, decode.d0.loss_cls: 2.0852, decode.d0.loss_mask: 0.5943, decode.d0.loss_dice: 0.9525, decode.d1.loss_cls: 0.4483, decode.d1.loss_mask: 0.5644, decode.d1.loss_dice: 0.8812, decode.d2.loss_cls: 0.3949, decode.d2.loss_mask: 0.5534, decode.d2.loss_dice: 0.8565, decode.d3.loss_cls: 0.3716, decode.d3.loss_mask: 0.5472, decode.d3.loss_dice: 0.8362, decode.d4.loss_cls: 0.3615, decode.d4.loss_mask: 0.5447, decode.d4.loss_dice: 0.8369, decode.d5.loss_cls: 0.3615, decode.d5.loss_mask: 0.5457, decode.d5.loss_dice: 0.8320, decode.d6.loss_cls: 0.3480, decode.d6.loss_mask: 0.5434, decode.d6.loss_dice: 0.8315, decode.d7.loss_cls: 0.3504, decode.d7.loss_mask: 0.5427, decode.d7.loss_dice: 0.8331, decode.d8.loss_cls: 0.3508, decode.d8.loss_mask: 0.5424, decode.d8.loss_dice: 0.8324, loss: 19.4661 2022-04-26 18:59:19,419 - mmseg - INFO - Iter [60250/160000] lr: 8.951e-07, eta: 1 day, 6:24:15, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.4017, decode.loss_mask: 0.5566, decode.loss_dice: 0.8309, decode.d0.loss_cls: 2.2015, decode.d0.loss_mask: 0.6073, decode.d0.loss_dice: 0.9724, decode.d1.loss_cls: 0.5076, decode.d1.loss_mask: 0.5775, decode.d1.loss_dice: 0.8871, decode.d2.loss_cls: 0.4475, decode.d2.loss_mask: 0.5712, decode.d2.loss_dice: 0.8539, decode.d3.loss_cls: 0.4217, decode.d3.loss_mask: 0.5646, decode.d3.loss_dice: 0.8343, decode.d4.loss_cls: 0.4107, decode.d4.loss_mask: 0.5620, decode.d4.loss_dice: 0.8388, decode.d5.loss_cls: 0.4055, decode.d5.loss_mask: 0.5620, decode.d5.loss_dice: 0.8388, decode.d6.loss_cls: 0.4022, decode.d6.loss_mask: 0.5577, decode.d6.loss_dice: 0.8337, decode.d7.loss_cls: 0.4010, decode.d7.loss_mask: 0.5588, decode.d7.loss_dice: 0.8337, decode.d8.loss_cls: 0.3996, decode.d8.loss_mask: 0.5599, decode.d8.loss_dice: 0.8338, loss: 20.2339 2022-04-26 19:00:14,380 - mmseg - INFO - Iter [60300/160000] lr: 8.947e-07, eta: 1 day, 6:23:20, time: 1.099, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3603, decode.loss_mask: 0.5431, decode.loss_dice: 0.8030, decode.d0.loss_cls: 2.1405, decode.d0.loss_mask: 0.5889, decode.d0.loss_dice: 0.9403, decode.d1.loss_cls: 0.4511, decode.d1.loss_mask: 0.5640, decode.d1.loss_dice: 0.8630, decode.d2.loss_cls: 0.4030, decode.d2.loss_mask: 0.5526, decode.d2.loss_dice: 0.8335, decode.d3.loss_cls: 0.3762, decode.d3.loss_mask: 0.5441, decode.d3.loss_dice: 0.8135, decode.d4.loss_cls: 0.3764, decode.d4.loss_mask: 0.5424, decode.d4.loss_dice: 0.8164, decode.d5.loss_cls: 0.3643, decode.d5.loss_mask: 0.5428, decode.d5.loss_dice: 0.8112, decode.d6.loss_cls: 0.3643, decode.d6.loss_mask: 0.5414, decode.d6.loss_dice: 0.8081, decode.d7.loss_cls: 0.3617, decode.d7.loss_mask: 0.5386, decode.d7.loss_dice: 0.8066, decode.d8.loss_cls: 0.3524, decode.d8.loss_mask: 0.5436, decode.d8.loss_dice: 0.8111, loss: 19.3583 2022-04-26 19:01:08,469 - mmseg - INFO - Iter [60350/160000] lr: 8.942e-07, eta: 1 day, 6:22:24, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3841, decode.loss_mask: 0.5373, decode.loss_dice: 0.8381, decode.d0.loss_cls: 2.2182, decode.d0.loss_mask: 0.5860, decode.d0.loss_dice: 0.9734, decode.d1.loss_cls: 0.4860, decode.d1.loss_mask: 0.5576, decode.d1.loss_dice: 0.8871, decode.d2.loss_cls: 0.4265, decode.d2.loss_mask: 0.5469, decode.d2.loss_dice: 0.8641, decode.d3.loss_cls: 0.3995, decode.d3.loss_mask: 0.5444, decode.d3.loss_dice: 0.8495, decode.d4.loss_cls: 0.3884, decode.d4.loss_mask: 0.5424, decode.d4.loss_dice: 0.8480, decode.d5.loss_cls: 0.3872, decode.d5.loss_mask: 0.5403, decode.d5.loss_dice: 0.8405, decode.d6.loss_cls: 0.3791, decode.d6.loss_mask: 0.5388, decode.d6.loss_dice: 0.8369, decode.d7.loss_cls: 0.3776, decode.d7.loss_mask: 0.5373, decode.d7.loss_dice: 0.8393, decode.d8.loss_cls: 0.3759, decode.d8.loss_mask: 0.5380, decode.d8.loss_dice: 0.8385, loss: 19.9071 2022-04-26 19:02:02,415 - mmseg - INFO - Iter [60400/160000] lr: 8.938e-07, eta: 1 day, 6:21:27, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3653, decode.loss_mask: 0.5372, decode.loss_dice: 0.8380, decode.d0.loss_cls: 2.1929, decode.d0.loss_mask: 0.5851, decode.d0.loss_dice: 0.9723, decode.d1.loss_cls: 0.4741, decode.d1.loss_mask: 0.5578, decode.d1.loss_dice: 0.8923, decode.d2.loss_cls: 0.4144, decode.d2.loss_mask: 0.5429, decode.d2.loss_dice: 0.8603, decode.d3.loss_cls: 0.3928, decode.d3.loss_mask: 0.5384, decode.d3.loss_dice: 0.8454, decode.d4.loss_cls: 0.3781, decode.d4.loss_mask: 0.5386, decode.d4.loss_dice: 0.8461, decode.d5.loss_cls: 0.3784, decode.d5.loss_mask: 0.5344, decode.d5.loss_dice: 0.8435, decode.d6.loss_cls: 0.3697, decode.d6.loss_mask: 0.5361, decode.d6.loss_dice: 0.8396, decode.d7.loss_cls: 0.3656, decode.d7.loss_mask: 0.5374, decode.d7.loss_dice: 0.8406, decode.d8.loss_cls: 0.3630, decode.d8.loss_mask: 0.5370, decode.d8.loss_dice: 0.8420, loss: 19.7593 2022-04-26 19:02:56,265 - mmseg - INFO - Iter [60450/160000] lr: 8.933e-07, eta: 1 day, 6:20:31, time: 1.077, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3979, decode.loss_mask: 0.5409, decode.loss_dice: 0.8427, decode.d0.loss_cls: 2.2468, decode.d0.loss_mask: 0.5993, decode.d0.loss_dice: 0.9890, decode.d1.loss_cls: 0.5095, decode.d1.loss_mask: 0.5638, decode.d1.loss_dice: 0.9068, decode.d2.loss_cls: 0.4513, decode.d2.loss_mask: 0.5525, decode.d2.loss_dice: 0.8755, decode.d3.loss_cls: 0.4216, decode.d3.loss_mask: 0.5465, decode.d3.loss_dice: 0.8542, decode.d4.loss_cls: 0.4125, decode.d4.loss_mask: 0.5454, decode.d4.loss_dice: 0.8530, decode.d5.loss_cls: 0.3967, decode.d5.loss_mask: 0.5461, decode.d5.loss_dice: 0.8544, decode.d6.loss_cls: 0.3929, decode.d6.loss_mask: 0.5458, decode.d6.loss_dice: 0.8432, decode.d7.loss_cls: 0.3947, decode.d7.loss_mask: 0.5466, decode.d7.loss_dice: 0.8452, decode.d8.loss_cls: 0.3971, decode.d8.loss_mask: 0.5438, decode.d8.loss_dice: 0.8443, loss: 20.2599 2022-04-26 19:03:49,854 - mmseg - INFO - Iter [60500/160000] lr: 8.929e-07, eta: 1 day, 6:19:34, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3641, decode.loss_mask: 0.5334, decode.loss_dice: 0.8240, decode.d0.loss_cls: 2.1381, decode.d0.loss_mask: 0.5782, decode.d0.loss_dice: 0.9533, decode.d1.loss_cls: 0.4481, decode.d1.loss_mask: 0.5528, decode.d1.loss_dice: 0.8776, decode.d2.loss_cls: 0.3948, decode.d2.loss_mask: 0.5409, decode.d2.loss_dice: 0.8523, decode.d3.loss_cls: 0.3818, decode.d3.loss_mask: 0.5372, decode.d3.loss_dice: 0.8321, decode.d4.loss_cls: 0.3575, decode.d4.loss_mask: 0.5366, decode.d4.loss_dice: 0.8379, decode.d5.loss_cls: 0.3577, decode.d5.loss_mask: 0.5347, decode.d5.loss_dice: 0.8358, decode.d6.loss_cls: 0.3611, decode.d6.loss_mask: 0.5364, decode.d6.loss_dice: 0.8264, decode.d7.loss_cls: 0.3572, decode.d7.loss_mask: 0.5340, decode.d7.loss_dice: 0.8286, decode.d8.loss_cls: 0.3535, decode.d8.loss_mask: 0.5345, decode.d8.loss_dice: 0.8278, loss: 19.4283 2022-04-26 19:04:44,238 - mmseg - INFO - Iter [60550/160000] lr: 8.924e-07, eta: 1 day, 6:18:38, time: 1.088, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3930, decode.loss_mask: 0.5386, decode.loss_dice: 0.8271, decode.d0.loss_cls: 2.1957, decode.d0.loss_mask: 0.5933, decode.d0.loss_dice: 0.9828, decode.d1.loss_cls: 0.4833, decode.d1.loss_mask: 0.5633, decode.d1.loss_dice: 0.8877, decode.d2.loss_cls: 0.4328, decode.d2.loss_mask: 0.5505, decode.d2.loss_dice: 0.8547, decode.d3.loss_cls: 0.4166, decode.d3.loss_mask: 0.5454, decode.d3.loss_dice: 0.8358, decode.d4.loss_cls: 0.4039, decode.d4.loss_mask: 0.5484, decode.d4.loss_dice: 0.8373, decode.d5.loss_cls: 0.4000, decode.d5.loss_mask: 0.5442, decode.d5.loss_dice: 0.8390, decode.d6.loss_cls: 0.3867, decode.d6.loss_mask: 0.5430, decode.d6.loss_dice: 0.8302, decode.d7.loss_cls: 0.3904, decode.d7.loss_mask: 0.5405, decode.d7.loss_dice: 0.8306, decode.d8.loss_cls: 0.3835, decode.d8.loss_mask: 0.5412, decode.d8.loss_dice: 0.8324, loss: 19.9516 2022-04-26 19:05:37,414 - mmseg - INFO - Iter [60600/160000] lr: 8.920e-07, eta: 1 day, 6:17:41, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3583, decode.loss_mask: 0.5351, decode.loss_dice: 0.8292, decode.d0.loss_cls: 2.1982, decode.d0.loss_mask: 0.5794, decode.d0.loss_dice: 0.9597, decode.d1.loss_cls: 0.4636, decode.d1.loss_mask: 0.5564, decode.d1.loss_dice: 0.8801, decode.d2.loss_cls: 0.3994, decode.d2.loss_mask: 0.5444, decode.d2.loss_dice: 0.8562, decode.d3.loss_cls: 0.3829, decode.d3.loss_mask: 0.5395, decode.d3.loss_dice: 0.8382, decode.d4.loss_cls: 0.3718, decode.d4.loss_mask: 0.5378, decode.d4.loss_dice: 0.8373, decode.d5.loss_cls: 0.3637, decode.d5.loss_mask: 0.5349, decode.d5.loss_dice: 0.8314, decode.d6.loss_cls: 0.3590, decode.d6.loss_mask: 0.5354, decode.d6.loss_dice: 0.8295, decode.d7.loss_cls: 0.3585, decode.d7.loss_mask: 0.5343, decode.d7.loss_dice: 0.8290, decode.d8.loss_cls: 0.3541, decode.d8.loss_mask: 0.5353, decode.d8.loss_dice: 0.8291, loss: 19.5618 2022-04-26 19:06:34,087 - mmseg - INFO - Iter [60650/160000] lr: 8.915e-07, eta: 1 day, 6:16:49, time: 1.133, data_time: 0.064, memory: 64049, decode.loss_cls: 0.3578, decode.loss_mask: 0.5181, decode.loss_dice: 0.8068, decode.d0.loss_cls: 2.1323, decode.d0.loss_mask: 0.5653, decode.d0.loss_dice: 0.9423, decode.d1.loss_cls: 0.4593, decode.d1.loss_mask: 0.5368, decode.d1.loss_dice: 0.8664, decode.d2.loss_cls: 0.3974, decode.d2.loss_mask: 0.5251, decode.d2.loss_dice: 0.8333, decode.d3.loss_cls: 0.3764, decode.d3.loss_mask: 0.5179, decode.d3.loss_dice: 0.8148, decode.d4.loss_cls: 0.3639, decode.d4.loss_mask: 0.5185, decode.d4.loss_dice: 0.8181, decode.d5.loss_cls: 0.3644, decode.d5.loss_mask: 0.5182, decode.d5.loss_dice: 0.8146, decode.d6.loss_cls: 0.3538, decode.d6.loss_mask: 0.5162, decode.d6.loss_dice: 0.8083, decode.d7.loss_cls: 0.3569, decode.d7.loss_mask: 0.5163, decode.d7.loss_dice: 0.8099, decode.d8.loss_cls: 0.3534, decode.d8.loss_mask: 0.5179, decode.d8.loss_dice: 0.8070, loss: 19.0873 2022-04-26 19:07:28,166 - mmseg - INFO - Iter [60700/160000] lr: 8.911e-07, eta: 1 day, 6:15:53, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3797, decode.loss_mask: 0.5312, decode.loss_dice: 0.8215, decode.d0.loss_cls: 2.2154, decode.d0.loss_mask: 0.5825, decode.d0.loss_dice: 0.9645, decode.d1.loss_cls: 0.4885, decode.d1.loss_mask: 0.5570, decode.d1.loss_dice: 0.8781, decode.d2.loss_cls: 0.4405, decode.d2.loss_mask: 0.5410, decode.d2.loss_dice: 0.8495, decode.d3.loss_cls: 0.4063, decode.d3.loss_mask: 0.5346, decode.d3.loss_dice: 0.8275, decode.d4.loss_cls: 0.3918, decode.d4.loss_mask: 0.5331, decode.d4.loss_dice: 0.8288, decode.d5.loss_cls: 0.3902, decode.d5.loss_mask: 0.5318, decode.d5.loss_dice: 0.8258, decode.d6.loss_cls: 0.3819, decode.d6.loss_mask: 0.5296, decode.d6.loss_dice: 0.8192, decode.d7.loss_cls: 0.3797, decode.d7.loss_mask: 0.5308, decode.d7.loss_dice: 0.8215, decode.d8.loss_cls: 0.3783, decode.d8.loss_mask: 0.5306, decode.d8.loss_dice: 0.8215, loss: 19.7125 2022-04-26 19:08:22,941 - mmseg - INFO - Iter [60750/160000] lr: 8.907e-07, eta: 1 day, 6:14:58, time: 1.095, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3395, decode.loss_mask: 0.5394, decode.loss_dice: 0.8162, decode.d0.loss_cls: 2.1214, decode.d0.loss_mask: 0.5839, decode.d0.loss_dice: 0.9549, decode.d1.loss_cls: 0.4439, decode.d1.loss_mask: 0.5555, decode.d1.loss_dice: 0.8681, decode.d2.loss_cls: 0.3870, decode.d2.loss_mask: 0.5475, decode.d2.loss_dice: 0.8455, decode.d3.loss_cls: 0.3707, decode.d3.loss_mask: 0.5415, decode.d3.loss_dice: 0.8249, decode.d4.loss_cls: 0.3559, decode.d4.loss_mask: 0.5445, decode.d4.loss_dice: 0.8251, decode.d5.loss_cls: 0.3417, decode.d5.loss_mask: 0.5403, decode.d5.loss_dice: 0.8255, decode.d6.loss_cls: 0.3451, decode.d6.loss_mask: 0.5412, decode.d6.loss_dice: 0.8176, decode.d7.loss_cls: 0.3385, decode.d7.loss_mask: 0.5435, decode.d7.loss_dice: 0.8202, decode.d8.loss_cls: 0.3384, decode.d8.loss_mask: 0.5385, decode.d8.loss_dice: 0.8181, loss: 19.2739 2022-04-26 19:09:16,799 - mmseg - INFO - Iter [60800/160000] lr: 8.902e-07, eta: 1 day, 6:14:01, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3645, decode.loss_mask: 0.5445, decode.loss_dice: 0.8289, decode.d0.loss_cls: 2.1861, decode.d0.loss_mask: 0.5918, decode.d0.loss_dice: 0.9725, decode.d1.loss_cls: 0.4811, decode.d1.loss_mask: 0.5671, decode.d1.loss_dice: 0.8888, decode.d2.loss_cls: 0.4170, decode.d2.loss_mask: 0.5557, decode.d2.loss_dice: 0.8586, decode.d3.loss_cls: 0.3881, decode.d3.loss_mask: 0.5488, decode.d3.loss_dice: 0.8426, decode.d4.loss_cls: 0.3770, decode.d4.loss_mask: 0.5458, decode.d4.loss_dice: 0.8439, decode.d5.loss_cls: 0.3733, decode.d5.loss_mask: 0.5456, decode.d5.loss_dice: 0.8371, decode.d6.loss_cls: 0.3674, decode.d6.loss_mask: 0.5439, decode.d6.loss_dice: 0.8309, decode.d7.loss_cls: 0.3706, decode.d7.loss_mask: 0.5462, decode.d7.loss_dice: 0.8305, decode.d8.loss_cls: 0.3671, decode.d8.loss_mask: 0.5466, decode.d8.loss_dice: 0.8294, loss: 19.7914 2022-04-26 19:10:11,173 - mmseg - INFO - Iter [60850/160000] lr: 8.898e-07, eta: 1 day, 6:13:06, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3472, decode.loss_mask: 0.5374, decode.loss_dice: 0.8204, decode.d0.loss_cls: 2.1939, decode.d0.loss_mask: 0.5882, decode.d0.loss_dice: 0.9498, decode.d1.loss_cls: 0.4390, decode.d1.loss_mask: 0.5590, decode.d1.loss_dice: 0.8745, decode.d2.loss_cls: 0.3961, decode.d2.loss_mask: 0.5467, decode.d2.loss_dice: 0.8454, decode.d3.loss_cls: 0.3624, decode.d3.loss_mask: 0.5429, decode.d3.loss_dice: 0.8309, decode.d4.loss_cls: 0.3517, decode.d4.loss_mask: 0.5427, decode.d4.loss_dice: 0.8276, decode.d5.loss_cls: 0.3484, decode.d5.loss_mask: 0.5435, decode.d5.loss_dice: 0.8253, decode.d6.loss_cls: 0.3436, decode.d6.loss_mask: 0.5432, decode.d6.loss_dice: 0.8195, decode.d7.loss_cls: 0.3421, decode.d7.loss_mask: 0.5401, decode.d7.loss_dice: 0.8251, decode.d8.loss_cls: 0.3455, decode.d8.loss_mask: 0.5382, decode.d8.loss_dice: 0.8199, loss: 19.3901 2022-04-26 19:11:04,738 - mmseg - INFO - Iter [60900/160000] lr: 8.893e-07, eta: 1 day, 6:12:08, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3511, decode.loss_mask: 0.5361, decode.loss_dice: 0.8170, decode.d0.loss_cls: 2.1306, decode.d0.loss_mask: 0.5949, decode.d0.loss_dice: 0.9575, decode.d1.loss_cls: 0.4513, decode.d1.loss_mask: 0.5567, decode.d1.loss_dice: 0.8762, decode.d2.loss_cls: 0.4020, decode.d2.loss_mask: 0.5464, decode.d2.loss_dice: 0.8503, decode.d3.loss_cls: 0.3751, decode.d3.loss_mask: 0.5427, decode.d3.loss_dice: 0.8295, decode.d4.loss_cls: 0.3698, decode.d4.loss_mask: 0.5399, decode.d4.loss_dice: 0.8338, decode.d5.loss_cls: 0.3567, decode.d5.loss_mask: 0.5386, decode.d5.loss_dice: 0.8328, decode.d6.loss_cls: 0.3534, decode.d6.loss_mask: 0.5368, decode.d6.loss_dice: 0.8217, decode.d7.loss_cls: 0.3497, decode.d7.loss_mask: 0.5393, decode.d7.loss_dice: 0.8227, decode.d8.loss_cls: 0.3500, decode.d8.loss_mask: 0.5368, decode.d8.loss_dice: 0.8241, loss: 19.4236 2022-04-26 19:11:57,988 - mmseg - INFO - Iter [60950/160000] lr: 8.889e-07, eta: 1 day, 6:11:11, time: 1.067, data_time: 0.017, memory: 64049, decode.loss_cls: 0.3745, decode.loss_mask: 0.5419, decode.loss_dice: 0.8326, decode.d0.loss_cls: 2.1673, decode.d0.loss_mask: 0.5964, decode.d0.loss_dice: 0.9713, decode.d1.loss_cls: 0.4665, decode.d1.loss_mask: 0.5643, decode.d1.loss_dice: 0.8937, decode.d2.loss_cls: 0.4160, decode.d2.loss_mask: 0.5515, decode.d2.loss_dice: 0.8611, decode.d3.loss_cls: 0.3957, decode.d3.loss_mask: 0.5499, decode.d3.loss_dice: 0.8480, decode.d4.loss_cls: 0.3790, decode.d4.loss_mask: 0.5481, decode.d4.loss_dice: 0.8459, decode.d5.loss_cls: 0.3818, decode.d5.loss_mask: 0.5451, decode.d5.loss_dice: 0.8379, decode.d6.loss_cls: 0.3759, decode.d6.loss_mask: 0.5432, decode.d6.loss_dice: 0.8340, decode.d7.loss_cls: 0.3736, decode.d7.loss_mask: 0.5425, decode.d7.loss_dice: 0.8358, decode.d8.loss_cls: 0.3744, decode.d8.loss_mask: 0.5445, decode.d8.loss_dice: 0.8388, loss: 19.8309 2022-04-26 19:12:51,671 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 19:12:51,673 - mmseg - INFO - Iter [61000/160000] lr: 8.884e-07, eta: 1 day, 6:10:14, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3718, decode.loss_mask: 0.5493, decode.loss_dice: 0.8510, decode.d0.loss_cls: 2.1665, decode.d0.loss_mask: 0.5936, decode.d0.loss_dice: 0.9798, decode.d1.loss_cls: 0.4876, decode.d1.loss_mask: 0.5670, decode.d1.loss_dice: 0.9034, decode.d2.loss_cls: 0.4188, decode.d2.loss_mask: 0.5550, decode.d2.loss_dice: 0.8781, decode.d3.loss_cls: 0.4031, decode.d3.loss_mask: 0.5531, decode.d3.loss_dice: 0.8612, decode.d4.loss_cls: 0.3883, decode.d4.loss_mask: 0.5502, decode.d4.loss_dice: 0.8608, decode.d5.loss_cls: 0.3783, decode.d5.loss_mask: 0.5508, decode.d5.loss_dice: 0.8546, decode.d6.loss_cls: 0.3816, decode.d6.loss_mask: 0.5475, decode.d6.loss_dice: 0.8467, decode.d7.loss_cls: 0.3739, decode.d7.loss_mask: 0.5488, decode.d7.loss_dice: 0.8531, decode.d8.loss_cls: 0.3724, decode.d8.loss_mask: 0.5480, decode.d8.loss_dice: 0.8522, loss: 20.0463 2022-04-26 19:13:45,510 - mmseg - INFO - Iter [61050/160000] lr: 8.880e-07, eta: 1 day, 6:09:18, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3681, decode.loss_mask: 0.5262, decode.loss_dice: 0.8180, decode.d0.loss_cls: 2.1772, decode.d0.loss_mask: 0.5720, decode.d0.loss_dice: 0.9554, decode.d1.loss_cls: 0.4775, decode.d1.loss_mask: 0.5472, decode.d1.loss_dice: 0.8728, decode.d2.loss_cls: 0.4218, decode.d2.loss_mask: 0.5315, decode.d2.loss_dice: 0.8441, decode.d3.loss_cls: 0.3874, decode.d3.loss_mask: 0.5272, decode.d3.loss_dice: 0.8257, decode.d4.loss_cls: 0.3783, decode.d4.loss_mask: 0.5261, decode.d4.loss_dice: 0.8285, decode.d5.loss_cls: 0.3726, decode.d5.loss_mask: 0.5288, decode.d5.loss_dice: 0.8241, decode.d6.loss_cls: 0.3708, decode.d6.loss_mask: 0.5267, decode.d6.loss_dice: 0.8190, decode.d7.loss_cls: 0.3697, decode.d7.loss_mask: 0.5261, decode.d7.loss_dice: 0.8186, decode.d8.loss_cls: 0.3631, decode.d8.loss_mask: 0.5268, decode.d8.loss_dice: 0.8224, loss: 19.4536 2022-04-26 19:14:39,322 - mmseg - INFO - Iter [61100/160000] lr: 8.875e-07, eta: 1 day, 6:08:21, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3661, decode.loss_mask: 0.5563, decode.loss_dice: 0.8281, decode.d0.loss_cls: 2.1697, decode.d0.loss_mask: 0.6131, decode.d0.loss_dice: 0.9639, decode.d1.loss_cls: 0.4567, decode.d1.loss_mask: 0.5803, decode.d1.loss_dice: 0.8894, decode.d2.loss_cls: 0.4143, decode.d2.loss_mask: 0.5638, decode.d2.loss_dice: 0.8581, decode.d3.loss_cls: 0.3874, decode.d3.loss_mask: 0.5611, decode.d3.loss_dice: 0.8408, decode.d4.loss_cls: 0.3783, decode.d4.loss_mask: 0.5575, decode.d4.loss_dice: 0.8369, decode.d5.loss_cls: 0.3747, decode.d5.loss_mask: 0.5583, decode.d5.loss_dice: 0.8422, decode.d6.loss_cls: 0.3690, decode.d6.loss_mask: 0.5576, decode.d6.loss_dice: 0.8408, decode.d7.loss_cls: 0.3680, decode.d7.loss_mask: 0.5558, decode.d7.loss_dice: 0.8360, decode.d8.loss_cls: 0.3592, decode.d8.loss_mask: 0.5572, decode.d8.loss_dice: 0.8294, loss: 19.8700 2022-04-26 19:15:33,802 - mmseg - INFO - Iter [61150/160000] lr: 8.871e-07, eta: 1 day, 6:07:26, time: 1.090, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3784, decode.loss_mask: 0.4971, decode.loss_dice: 0.7927, decode.d0.loss_cls: 2.1720, decode.d0.loss_mask: 0.5368, decode.d0.loss_dice: 0.9293, decode.d1.loss_cls: 0.4724, decode.d1.loss_mask: 0.5170, decode.d1.loss_dice: 0.8435, decode.d2.loss_cls: 0.4283, decode.d2.loss_mask: 0.5066, decode.d2.loss_dice: 0.8172, decode.d3.loss_cls: 0.4042, decode.d3.loss_mask: 0.4991, decode.d3.loss_dice: 0.8024, decode.d4.loss_cls: 0.3881, decode.d4.loss_mask: 0.4994, decode.d4.loss_dice: 0.7994, decode.d5.loss_cls: 0.3838, decode.d5.loss_mask: 0.4997, decode.d5.loss_dice: 0.8018, decode.d6.loss_cls: 0.3783, decode.d6.loss_mask: 0.4968, decode.d6.loss_dice: 0.7948, decode.d7.loss_cls: 0.3831, decode.d7.loss_mask: 0.4969, decode.d7.loss_dice: 0.7929, decode.d8.loss_cls: 0.3732, decode.d8.loss_mask: 0.4963, decode.d8.loss_dice: 0.7932, loss: 18.9748 2022-04-26 19:16:27,861 - mmseg - INFO - Iter [61200/160000] lr: 8.866e-07, eta: 1 day, 6:06:30, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3585, decode.loss_mask: 0.5149, decode.loss_dice: 0.8314, decode.d0.loss_cls: 2.2198, decode.d0.loss_mask: 0.5549, decode.d0.loss_dice: 0.9810, decode.d1.loss_cls: 0.4792, decode.d1.loss_mask: 0.5304, decode.d1.loss_dice: 0.8961, decode.d2.loss_cls: 0.4146, decode.d2.loss_mask: 0.5274, decode.d2.loss_dice: 0.8620, decode.d3.loss_cls: 0.3842, decode.d3.loss_mask: 0.5216, decode.d3.loss_dice: 0.8423, decode.d4.loss_cls: 0.3777, decode.d4.loss_mask: 0.5187, decode.d4.loss_dice: 0.8395, decode.d5.loss_cls: 0.3626, decode.d5.loss_mask: 0.5183, decode.d5.loss_dice: 0.8402, decode.d6.loss_cls: 0.3644, decode.d6.loss_mask: 0.5144, decode.d6.loss_dice: 0.8375, decode.d7.loss_cls: 0.3698, decode.d7.loss_mask: 0.5128, decode.d7.loss_dice: 0.8348, decode.d8.loss_cls: 0.3562, decode.d8.loss_mask: 0.5160, decode.d8.loss_dice: 0.8355, loss: 19.5167 2022-04-26 19:17:21,510 - mmseg - INFO - Iter [61250/160000] lr: 8.862e-07, eta: 1 day, 6:05:33, time: 1.073, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3717, decode.loss_mask: 0.5300, decode.loss_dice: 0.8288, decode.d0.loss_cls: 2.1791, decode.d0.loss_mask: 0.5744, decode.d0.loss_dice: 0.9577, decode.d1.loss_cls: 0.4742, decode.d1.loss_mask: 0.5463, decode.d1.loss_dice: 0.8762, decode.d2.loss_cls: 0.4151, decode.d2.loss_mask: 0.5373, decode.d2.loss_dice: 0.8590, decode.d3.loss_cls: 0.3887, decode.d3.loss_mask: 0.5313, decode.d3.loss_dice: 0.8381, decode.d4.loss_cls: 0.3848, decode.d4.loss_mask: 0.5282, decode.d4.loss_dice: 0.8347, decode.d5.loss_cls: 0.3824, decode.d5.loss_mask: 0.5287, decode.d5.loss_dice: 0.8324, decode.d6.loss_cls: 0.3746, decode.d6.loss_mask: 0.5276, decode.d6.loss_dice: 0.8278, decode.d7.loss_cls: 0.3678, decode.d7.loss_mask: 0.5299, decode.d7.loss_dice: 0.8274, decode.d8.loss_cls: 0.3726, decode.d8.loss_mask: 0.5293, decode.d8.loss_dice: 0.8250, loss: 19.5810 2022-04-26 19:18:15,104 - mmseg - INFO - Iter [61300/160000] lr: 8.857e-07, eta: 1 day, 6:04:36, time: 1.072, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3531, decode.loss_mask: 0.5363, decode.loss_dice: 0.8211, decode.d0.loss_cls: 2.1486, decode.d0.loss_mask: 0.5820, decode.d0.loss_dice: 0.9556, decode.d1.loss_cls: 0.4620, decode.d1.loss_mask: 0.5530, decode.d1.loss_dice: 0.8671, decode.d2.loss_cls: 0.4066, decode.d2.loss_mask: 0.5400, decode.d2.loss_dice: 0.8460, decode.d3.loss_cls: 0.3803, decode.d3.loss_mask: 0.5365, decode.d3.loss_dice: 0.8224, decode.d4.loss_cls: 0.3611, decode.d4.loss_mask: 0.5405, decode.d4.loss_dice: 0.8238, decode.d5.loss_cls: 0.3540, decode.d5.loss_mask: 0.5394, decode.d5.loss_dice: 0.8215, decode.d6.loss_cls: 0.3563, decode.d6.loss_mask: 0.5368, decode.d6.loss_dice: 0.8138, decode.d7.loss_cls: 0.3477, decode.d7.loss_mask: 0.5368, decode.d7.loss_dice: 0.8174, decode.d8.loss_cls: 0.3499, decode.d8.loss_mask: 0.5385, decode.d8.loss_dice: 0.8193, loss: 19.3674 2022-04-26 19:19:09,187 - mmseg - INFO - Iter [61350/160000] lr: 8.853e-07, eta: 1 day, 6:03:40, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3867, decode.loss_mask: 0.5265, decode.loss_dice: 0.8074, decode.d0.loss_cls: 2.2215, decode.d0.loss_mask: 0.5743, decode.d0.loss_dice: 0.9498, decode.d1.loss_cls: 0.4869, decode.d1.loss_mask: 0.5519, decode.d1.loss_dice: 0.8700, decode.d2.loss_cls: 0.4233, decode.d2.loss_mask: 0.5402, decode.d2.loss_dice: 0.8378, decode.d3.loss_cls: 0.4016, decode.d3.loss_mask: 0.5358, decode.d3.loss_dice: 0.8199, decode.d4.loss_cls: 0.3907, decode.d4.loss_mask: 0.5313, decode.d4.loss_dice: 0.8230, decode.d5.loss_cls: 0.3842, decode.d5.loss_mask: 0.5303, decode.d5.loss_dice: 0.8184, decode.d6.loss_cls: 0.3795, decode.d6.loss_mask: 0.5317, decode.d6.loss_dice: 0.8148, decode.d7.loss_cls: 0.3825, decode.d7.loss_mask: 0.5315, decode.d7.loss_dice: 0.8172, decode.d8.loss_cls: 0.3772, decode.d8.loss_mask: 0.5304, decode.d8.loss_dice: 0.8187, loss: 19.5949 2022-04-26 19:20:03,034 - mmseg - INFO - Iter [61400/160000] lr: 8.848e-07, eta: 1 day, 6:02:43, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3685, decode.loss_mask: 0.5713, decode.loss_dice: 0.8413, decode.d0.loss_cls: 2.1251, decode.d0.loss_mask: 0.6132, decode.d0.loss_dice: 0.9760, decode.d1.loss_cls: 0.4716, decode.d1.loss_mask: 0.5902, decode.d1.loss_dice: 0.9000, decode.d2.loss_cls: 0.4224, decode.d2.loss_mask: 0.5825, decode.d2.loss_dice: 0.8751, decode.d3.loss_cls: 0.3936, decode.d3.loss_mask: 0.5765, decode.d3.loss_dice: 0.8552, decode.d4.loss_cls: 0.3897, decode.d4.loss_mask: 0.5738, decode.d4.loss_dice: 0.8522, decode.d5.loss_cls: 0.3722, decode.d5.loss_mask: 0.5717, decode.d5.loss_dice: 0.8529, decode.d6.loss_cls: 0.3732, decode.d6.loss_mask: 0.5727, decode.d6.loss_dice: 0.8482, decode.d7.loss_cls: 0.3708, decode.d7.loss_mask: 0.5711, decode.d7.loss_dice: 0.8483, decode.d8.loss_cls: 0.3751, decode.d8.loss_mask: 0.5701, decode.d8.loss_dice: 0.8525, loss: 20.1569 2022-04-26 19:20:56,536 - mmseg - INFO - Iter [61450/160000] lr: 8.844e-07, eta: 1 day, 6:01:46, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3590, decode.loss_mask: 0.5345, decode.loss_dice: 0.8257, decode.d0.loss_cls: 2.1883, decode.d0.loss_mask: 0.5791, decode.d0.loss_dice: 0.9605, decode.d1.loss_cls: 0.4632, decode.d1.loss_mask: 0.5591, decode.d1.loss_dice: 0.8810, decode.d2.loss_cls: 0.4186, decode.d2.loss_mask: 0.5427, decode.d2.loss_dice: 0.8551, decode.d3.loss_cls: 0.3861, decode.d3.loss_mask: 0.5391, decode.d3.loss_dice: 0.8402, decode.d4.loss_cls: 0.3769, decode.d4.loss_mask: 0.5417, decode.d4.loss_dice: 0.8347, decode.d5.loss_cls: 0.3702, decode.d5.loss_mask: 0.5350, decode.d5.loss_dice: 0.8304, decode.d6.loss_cls: 0.3598, decode.d6.loss_mask: 0.5353, decode.d6.loss_dice: 0.8264, decode.d7.loss_cls: 0.3580, decode.d7.loss_mask: 0.5350, decode.d7.loss_dice: 0.8282, decode.d8.loss_cls: 0.3535, decode.d8.loss_mask: 0.5355, decode.d8.loss_dice: 0.8331, loss: 19.5860 2022-04-26 19:21:50,526 - mmseg - INFO - Iter [61500/160000] lr: 8.839e-07, eta: 1 day, 6:00:50, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3575, decode.loss_mask: 0.5632, decode.loss_dice: 0.8250, decode.d0.loss_cls: 2.1082, decode.d0.loss_mask: 0.6112, decode.d0.loss_dice: 0.9632, decode.d1.loss_cls: 0.4475, decode.d1.loss_mask: 0.5800, decode.d1.loss_dice: 0.8847, decode.d2.loss_cls: 0.3973, decode.d2.loss_mask: 0.5718, decode.d2.loss_dice: 0.8541, decode.d3.loss_cls: 0.3739, decode.d3.loss_mask: 0.5681, decode.d3.loss_dice: 0.8343, decode.d4.loss_cls: 0.3659, decode.d4.loss_mask: 0.5630, decode.d4.loss_dice: 0.8352, decode.d5.loss_cls: 0.3625, decode.d5.loss_mask: 0.5630, decode.d5.loss_dice: 0.8338, decode.d6.loss_cls: 0.3583, decode.d6.loss_mask: 0.5628, decode.d6.loss_dice: 0.8279, decode.d7.loss_cls: 0.3497, decode.d7.loss_mask: 0.5650, decode.d7.loss_dice: 0.8306, decode.d8.loss_cls: 0.3516, decode.d8.loss_mask: 0.5631, decode.d8.loss_dice: 0.8288, loss: 19.7010 2022-04-26 19:22:43,995 - mmseg - INFO - Iter [61550/160000] lr: 8.835e-07, eta: 1 day, 5:59:53, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3742, decode.loss_mask: 0.5186, decode.loss_dice: 0.8468, decode.d0.loss_cls: 2.1871, decode.d0.loss_mask: 0.5589, decode.d0.loss_dice: 0.9880, decode.d1.loss_cls: 0.4791, decode.d1.loss_mask: 0.5381, decode.d1.loss_dice: 0.9078, decode.d2.loss_cls: 0.4132, decode.d2.loss_mask: 0.5301, decode.d2.loss_dice: 0.8750, decode.d3.loss_cls: 0.3968, decode.d3.loss_mask: 0.5233, decode.d3.loss_dice: 0.8586, decode.d4.loss_cls: 0.4014, decode.d4.loss_mask: 0.5229, decode.d4.loss_dice: 0.8555, decode.d5.loss_cls: 0.3873, decode.d5.loss_mask: 0.5191, decode.d5.loss_dice: 0.8575, decode.d6.loss_cls: 0.3793, decode.d6.loss_mask: 0.5196, decode.d6.loss_dice: 0.8534, decode.d7.loss_cls: 0.3735, decode.d7.loss_mask: 0.5187, decode.d7.loss_dice: 0.8523, decode.d8.loss_cls: 0.3689, decode.d8.loss_mask: 0.5175, decode.d8.loss_dice: 0.8476, loss: 19.7701 2022-04-26 19:23:37,918 - mmseg - INFO - Iter [61600/160000] lr: 8.830e-07, eta: 1 day, 5:58:57, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3502, decode.loss_mask: 0.5476, decode.loss_dice: 0.8168, decode.d0.loss_cls: 2.1172, decode.d0.loss_mask: 0.5955, decode.d0.loss_dice: 0.9455, decode.d1.loss_cls: 0.4558, decode.d1.loss_mask: 0.5678, decode.d1.loss_dice: 0.8680, decode.d2.loss_cls: 0.3958, decode.d2.loss_mask: 0.5552, decode.d2.loss_dice: 0.8453, decode.d3.loss_cls: 0.3790, decode.d3.loss_mask: 0.5505, decode.d3.loss_dice: 0.8232, decode.d4.loss_cls: 0.3656, decode.d4.loss_mask: 0.5488, decode.d4.loss_dice: 0.8259, decode.d5.loss_cls: 0.3565, decode.d5.loss_mask: 0.5494, decode.d5.loss_dice: 0.8228, decode.d6.loss_cls: 0.3523, decode.d6.loss_mask: 0.5469, decode.d6.loss_dice: 0.8208, decode.d7.loss_cls: 0.3519, decode.d7.loss_mask: 0.5462, decode.d7.loss_dice: 0.8219, decode.d8.loss_cls: 0.3528, decode.d8.loss_mask: 0.5460, decode.d8.loss_dice: 0.8192, loss: 19.4405 2022-04-26 19:24:32,199 - mmseg - INFO - Iter [61650/160000] lr: 8.826e-07, eta: 1 day, 5:58:01, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3903, decode.loss_mask: 0.5630, decode.loss_dice: 0.8535, decode.d0.loss_cls: 2.1854, decode.d0.loss_mask: 0.6113, decode.d0.loss_dice: 0.9950, decode.d1.loss_cls: 0.4918, decode.d1.loss_mask: 0.5848, decode.d1.loss_dice: 0.9072, decode.d2.loss_cls: 0.4281, decode.d2.loss_mask: 0.5732, decode.d2.loss_dice: 0.8799, decode.d3.loss_cls: 0.4143, decode.d3.loss_mask: 0.5629, decode.d3.loss_dice: 0.8659, decode.d4.loss_cls: 0.3978, decode.d4.loss_mask: 0.5611, decode.d4.loss_dice: 0.8634, decode.d5.loss_cls: 0.3908, decode.d5.loss_mask: 0.5647, decode.d5.loss_dice: 0.8659, decode.d6.loss_cls: 0.3904, decode.d6.loss_mask: 0.5621, decode.d6.loss_dice: 0.8585, decode.d7.loss_cls: 0.3912, decode.d7.loss_mask: 0.5632, decode.d7.loss_dice: 0.8622, decode.d8.loss_cls: 0.3931, decode.d8.loss_mask: 0.5631, decode.d8.loss_dice: 0.8583, loss: 20.3924 2022-04-26 19:25:26,256 - mmseg - INFO - Iter [61700/160000] lr: 8.821e-07, eta: 1 day, 5:57:05, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3513, decode.loss_mask: 0.5414, decode.loss_dice: 0.8201, decode.d0.loss_cls: 2.1751, decode.d0.loss_mask: 0.5934, decode.d0.loss_dice: 0.9583, decode.d1.loss_cls: 0.4711, decode.d1.loss_mask: 0.5627, decode.d1.loss_dice: 0.8736, decode.d2.loss_cls: 0.3987, decode.d2.loss_mask: 0.5535, decode.d2.loss_dice: 0.8444, decode.d3.loss_cls: 0.3739, decode.d3.loss_mask: 0.5499, decode.d3.loss_dice: 0.8327, decode.d4.loss_cls: 0.3609, decode.d4.loss_mask: 0.5485, decode.d4.loss_dice: 0.8294, decode.d5.loss_cls: 0.3515, decode.d5.loss_mask: 0.5468, decode.d5.loss_dice: 0.8286, decode.d6.loss_cls: 0.3563, decode.d6.loss_mask: 0.5448, decode.d6.loss_dice: 0.8240, decode.d7.loss_cls: 0.3558, decode.d7.loss_mask: 0.5434, decode.d7.loss_dice: 0.8224, decode.d8.loss_cls: 0.3572, decode.d8.loss_mask: 0.5411, decode.d8.loss_dice: 0.8214, loss: 19.5319 2022-04-26 19:26:19,499 - mmseg - INFO - Iter [61750/160000] lr: 8.817e-07, eta: 1 day, 5:56:08, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3775, decode.loss_mask: 0.5292, decode.loss_dice: 0.8302, decode.d0.loss_cls: 2.2016, decode.d0.loss_mask: 0.5724, decode.d0.loss_dice: 0.9628, decode.d1.loss_cls: 0.4850, decode.d1.loss_mask: 0.5482, decode.d1.loss_dice: 0.8878, decode.d2.loss_cls: 0.4348, decode.d2.loss_mask: 0.5346, decode.d2.loss_dice: 0.8563, decode.d3.loss_cls: 0.4091, decode.d3.loss_mask: 0.5306, decode.d3.loss_dice: 0.8437, decode.d4.loss_cls: 0.3884, decode.d4.loss_mask: 0.5307, decode.d4.loss_dice: 0.8373, decode.d5.loss_cls: 0.3867, decode.d5.loss_mask: 0.5291, decode.d5.loss_dice: 0.8351, decode.d6.loss_cls: 0.3822, decode.d6.loss_mask: 0.5271, decode.d6.loss_dice: 0.8342, decode.d7.loss_cls: 0.3742, decode.d7.loss_mask: 0.5284, decode.d7.loss_dice: 0.8349, decode.d8.loss_cls: 0.3764, decode.d8.loss_mask: 0.5305, decode.d8.loss_dice: 0.8360, loss: 19.7350 2022-04-26 19:27:12,613 - mmseg - INFO - Iter [61800/160000] lr: 8.812e-07, eta: 1 day, 5:55:10, time: 1.062, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3780, decode.loss_mask: 0.5337, decode.loss_dice: 0.8189, decode.d0.loss_cls: 2.1416, decode.d0.loss_mask: 0.5875, decode.d0.loss_dice: 0.9535, decode.d1.loss_cls: 0.4646, decode.d1.loss_mask: 0.5612, decode.d1.loss_dice: 0.8771, decode.d2.loss_cls: 0.4217, decode.d2.loss_mask: 0.5436, decode.d2.loss_dice: 0.8415, decode.d3.loss_cls: 0.3974, decode.d3.loss_mask: 0.5405, decode.d3.loss_dice: 0.8311, decode.d4.loss_cls: 0.3849, decode.d4.loss_mask: 0.5422, decode.d4.loss_dice: 0.8268, decode.d5.loss_cls: 0.3887, decode.d5.loss_mask: 0.5389, decode.d5.loss_dice: 0.8290, decode.d6.loss_cls: 0.3821, decode.d6.loss_mask: 0.5363, decode.d6.loss_dice: 0.8176, decode.d7.loss_cls: 0.3765, decode.d7.loss_mask: 0.5342, decode.d7.loss_dice: 0.8202, decode.d8.loss_cls: 0.3757, decode.d8.loss_mask: 0.5345, decode.d8.loss_dice: 0.8185, loss: 19.5977 2022-04-26 19:28:06,776 - mmseg - INFO - Iter [61850/160000] lr: 8.808e-07, eta: 1 day, 5:54:14, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3885, decode.loss_mask: 0.5503, decode.loss_dice: 0.8266, decode.d0.loss_cls: 2.2104, decode.d0.loss_mask: 0.6056, decode.d0.loss_dice: 0.9723, decode.d1.loss_cls: 0.4874, decode.d1.loss_mask: 0.5746, decode.d1.loss_dice: 0.8847, decode.d2.loss_cls: 0.4260, decode.d2.loss_mask: 0.5640, decode.d2.loss_dice: 0.8613, decode.d3.loss_cls: 0.4112, decode.d3.loss_mask: 0.5581, decode.d3.loss_dice: 0.8438, decode.d4.loss_cls: 0.4000, decode.d4.loss_mask: 0.5533, decode.d4.loss_dice: 0.8397, decode.d5.loss_cls: 0.3952, decode.d5.loss_mask: 0.5523, decode.d5.loss_dice: 0.8379, decode.d6.loss_cls: 0.3915, decode.d6.loss_mask: 0.5525, decode.d6.loss_dice: 0.8325, decode.d7.loss_cls: 0.3878, decode.d7.loss_mask: 0.5516, decode.d7.loss_dice: 0.8328, decode.d8.loss_cls: 0.3847, decode.d8.loss_mask: 0.5502, decode.d8.loss_dice: 0.8302, loss: 20.0568 2022-04-26 19:29:03,961 - mmseg - INFO - Iter [61900/160000] lr: 8.803e-07, eta: 1 day, 5:53:23, time: 1.144, data_time: 0.064, memory: 64049, decode.loss_cls: 0.3865, decode.loss_mask: 0.5339, decode.loss_dice: 0.8558, decode.d0.loss_cls: 2.1479, decode.d0.loss_mask: 0.5827, decode.d0.loss_dice: 0.9962, decode.d1.loss_cls: 0.4924, decode.d1.loss_mask: 0.5570, decode.d1.loss_dice: 0.9044, decode.d2.loss_cls: 0.4291, decode.d2.loss_mask: 0.5460, decode.d2.loss_dice: 0.8787, decode.d3.loss_cls: 0.4086, decode.d3.loss_mask: 0.5361, decode.d3.loss_dice: 0.8688, decode.d4.loss_cls: 0.3975, decode.d4.loss_mask: 0.5357, decode.d4.loss_dice: 0.8641, decode.d5.loss_cls: 0.3954, decode.d5.loss_mask: 0.5364, decode.d5.loss_dice: 0.8625, decode.d6.loss_cls: 0.3852, decode.d6.loss_mask: 0.5357, decode.d6.loss_dice: 0.8544, decode.d7.loss_cls: 0.3834, decode.d7.loss_mask: 0.5343, decode.d7.loss_dice: 0.8558, decode.d8.loss_cls: 0.3843, decode.d8.loss_mask: 0.5327, decode.d8.loss_dice: 0.8548, loss: 20.0366 2022-04-26 19:29:58,261 - mmseg - INFO - Iter [61950/160000] lr: 8.799e-07, eta: 1 day, 5:52:27, time: 1.086, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3462, decode.loss_mask: 0.5589, decode.loss_dice: 0.7992, decode.d0.loss_cls: 2.1483, decode.d0.loss_mask: 0.6038, decode.d0.loss_dice: 0.9288, decode.d1.loss_cls: 0.4482, decode.d1.loss_mask: 0.5790, decode.d1.loss_dice: 0.8489, decode.d2.loss_cls: 0.3888, decode.d2.loss_mask: 0.5692, decode.d2.loss_dice: 0.8262, decode.d3.loss_cls: 0.3676, decode.d3.loss_mask: 0.5631, decode.d3.loss_dice: 0.8098, decode.d4.loss_cls: 0.3620, decode.d4.loss_mask: 0.5620, decode.d4.loss_dice: 0.8049, decode.d5.loss_cls: 0.3503, decode.d5.loss_mask: 0.5590, decode.d5.loss_dice: 0.8038, decode.d6.loss_cls: 0.3552, decode.d6.loss_mask: 0.5587, decode.d6.loss_dice: 0.7962, decode.d7.loss_cls: 0.3524, decode.d7.loss_mask: 0.5583, decode.d7.loss_dice: 0.7990, decode.d8.loss_cls: 0.3551, decode.d8.loss_mask: 0.5563, decode.d8.loss_dice: 0.7990, loss: 19.3582 2022-04-26 19:30:51,773 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 19:30:51,777 - mmseg - INFO - Iter [62000/160000] lr: 8.794e-07, eta: 1 day, 5:51:30, time: 1.070, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3479, decode.loss_mask: 0.5391, decode.loss_dice: 0.8220, decode.d0.loss_cls: 2.1463, decode.d0.loss_mask: 0.5886, decode.d0.loss_dice: 0.9654, decode.d1.loss_cls: 0.4519, decode.d1.loss_mask: 0.5593, decode.d1.loss_dice: 0.8791, decode.d2.loss_cls: 0.3954, decode.d2.loss_mask: 0.5470, decode.d2.loss_dice: 0.8495, decode.d3.loss_cls: 0.3724, decode.d3.loss_mask: 0.5421, decode.d3.loss_dice: 0.8385, decode.d4.loss_cls: 0.3573, decode.d4.loss_mask: 0.5436, decode.d4.loss_dice: 0.8314, decode.d5.loss_cls: 0.3517, decode.d5.loss_mask: 0.5429, decode.d5.loss_dice: 0.8279, decode.d6.loss_cls: 0.3463, decode.d6.loss_mask: 0.5384, decode.d6.loss_dice: 0.8250, decode.d7.loss_cls: 0.3431, decode.d7.loss_mask: 0.5409, decode.d7.loss_dice: 0.8256, decode.d8.loss_cls: 0.3476, decode.d8.loss_mask: 0.5401, decode.d8.loss_dice: 0.8222, loss: 19.4285 2022-04-26 19:31:45,437 - mmseg - INFO - Iter [62050/160000] lr: 8.790e-07, eta: 1 day, 5:50:34, time: 1.073, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3490, decode.loss_mask: 0.5392, decode.loss_dice: 0.8345, decode.d0.loss_cls: 2.1666, decode.d0.loss_mask: 0.5800, decode.d0.loss_dice: 0.9620, decode.d1.loss_cls: 0.4425, decode.d1.loss_mask: 0.5568, decode.d1.loss_dice: 0.8925, decode.d2.loss_cls: 0.4088, decode.d2.loss_mask: 0.5454, decode.d2.loss_dice: 0.8542, decode.d3.loss_cls: 0.3693, decode.d3.loss_mask: 0.5428, decode.d3.loss_dice: 0.8395, decode.d4.loss_cls: 0.3583, decode.d4.loss_mask: 0.5421, decode.d4.loss_dice: 0.8473, decode.d5.loss_cls: 0.3570, decode.d5.loss_mask: 0.5410, decode.d5.loss_dice: 0.8403, decode.d6.loss_cls: 0.3540, decode.d6.loss_mask: 0.5403, decode.d6.loss_dice: 0.8314, decode.d7.loss_cls: 0.3449, decode.d7.loss_mask: 0.5398, decode.d7.loss_dice: 0.8344, decode.d8.loss_cls: 0.3549, decode.d8.loss_mask: 0.5370, decode.d8.loss_dice: 0.8344, loss: 19.5403 2022-04-26 19:32:38,680 - mmseg - INFO - Iter [62100/160000] lr: 8.785e-07, eta: 1 day, 5:49:36, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3243, decode.loss_mask: 0.5354, decode.loss_dice: 0.8123, decode.d0.loss_cls: 2.1794, decode.d0.loss_mask: 0.5789, decode.d0.loss_dice: 0.9461, decode.d1.loss_cls: 0.4249, decode.d1.loss_mask: 0.5518, decode.d1.loss_dice: 0.8627, decode.d2.loss_cls: 0.3872, decode.d2.loss_mask: 0.5382, decode.d2.loss_dice: 0.8316, decode.d3.loss_cls: 0.3522, decode.d3.loss_mask: 0.5355, decode.d3.loss_dice: 0.8191, decode.d4.loss_cls: 0.3375, decode.d4.loss_mask: 0.5380, decode.d4.loss_dice: 0.8261, decode.d5.loss_cls: 0.3327, decode.d5.loss_mask: 0.5356, decode.d5.loss_dice: 0.8161, decode.d6.loss_cls: 0.3278, decode.d6.loss_mask: 0.5335, decode.d6.loss_dice: 0.8128, decode.d7.loss_cls: 0.3238, decode.d7.loss_mask: 0.5354, decode.d7.loss_dice: 0.8139, decode.d8.loss_cls: 0.3248, decode.d8.loss_mask: 0.5350, decode.d8.loss_dice: 0.8091, loss: 19.0814 2022-04-26 19:33:32,050 - mmseg - INFO - Iter [62150/160000] lr: 8.781e-07, eta: 1 day, 5:48:39, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3407, decode.loss_mask: 0.5495, decode.loss_dice: 0.8114, decode.d0.loss_cls: 2.1160, decode.d0.loss_mask: 0.5947, decode.d0.loss_dice: 0.9395, decode.d1.loss_cls: 0.4424, decode.d1.loss_mask: 0.5654, decode.d1.loss_dice: 0.8661, decode.d2.loss_cls: 0.3907, decode.d2.loss_mask: 0.5564, decode.d2.loss_dice: 0.8380, decode.d3.loss_cls: 0.3681, decode.d3.loss_mask: 0.5497, decode.d3.loss_dice: 0.8228, decode.d4.loss_cls: 0.3649, decode.d4.loss_mask: 0.5502, decode.d4.loss_dice: 0.8203, decode.d5.loss_cls: 0.3473, decode.d5.loss_mask: 0.5526, decode.d5.loss_dice: 0.8145, decode.d6.loss_cls: 0.3428, decode.d6.loss_mask: 0.5512, decode.d6.loss_dice: 0.8142, decode.d7.loss_cls: 0.3353, decode.d7.loss_mask: 0.5506, decode.d7.loss_dice: 0.8138, decode.d8.loss_cls: 0.3364, decode.d8.loss_mask: 0.5498, decode.d8.loss_dice: 0.8150, loss: 19.3103 2022-04-26 19:34:25,578 - mmseg - INFO - Iter [62200/160000] lr: 8.776e-07, eta: 1 day, 5:47:42, time: 1.071, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3539, decode.loss_mask: 0.5383, decode.loss_dice: 0.8257, decode.d0.loss_cls: 2.1751, decode.d0.loss_mask: 0.5837, decode.d0.loss_dice: 0.9689, decode.d1.loss_cls: 0.4654, decode.d1.loss_mask: 0.5571, decode.d1.loss_dice: 0.8792, decode.d2.loss_cls: 0.4089, decode.d2.loss_mask: 0.5449, decode.d2.loss_dice: 0.8528, decode.d3.loss_cls: 0.3813, decode.d3.loss_mask: 0.5390, decode.d3.loss_dice: 0.8317, decode.d4.loss_cls: 0.3779, decode.d4.loss_mask: 0.5376, decode.d4.loss_dice: 0.8359, decode.d5.loss_cls: 0.3652, decode.d5.loss_mask: 0.5366, decode.d5.loss_dice: 0.8321, decode.d6.loss_cls: 0.3548, decode.d6.loss_mask: 0.5371, decode.d6.loss_dice: 0.8282, decode.d7.loss_cls: 0.3475, decode.d7.loss_mask: 0.5373, decode.d7.loss_dice: 0.8296, decode.d8.loss_cls: 0.3498, decode.d8.loss_mask: 0.5360, decode.d8.loss_dice: 0.8268, loss: 19.5382 2022-04-26 19:35:18,337 - mmseg - INFO - Iter [62250/160000] lr: 8.772e-07, eta: 1 day, 5:46:44, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3636, decode.loss_mask: 0.5417, decode.loss_dice: 0.8292, decode.d0.loss_cls: 2.1374, decode.d0.loss_mask: 0.5900, decode.d0.loss_dice: 0.9532, decode.d1.loss_cls: 0.4751, decode.d1.loss_mask: 0.5592, decode.d1.loss_dice: 0.8761, decode.d2.loss_cls: 0.4217, decode.d2.loss_mask: 0.5472, decode.d2.loss_dice: 0.8481, decode.d3.loss_cls: 0.3828, decode.d3.loss_mask: 0.5465, decode.d3.loss_dice: 0.8287, decode.d4.loss_cls: 0.3733, decode.d4.loss_mask: 0.5472, decode.d4.loss_dice: 0.8360, decode.d5.loss_cls: 0.3714, decode.d5.loss_mask: 0.5472, decode.d5.loss_dice: 0.8339, decode.d6.loss_cls: 0.3704, decode.d6.loss_mask: 0.5444, decode.d6.loss_dice: 0.8245, decode.d7.loss_cls: 0.3665, decode.d7.loss_mask: 0.5439, decode.d7.loss_dice: 0.8325, decode.d8.loss_cls: 0.3557, decode.d8.loss_mask: 0.5417, decode.d8.loss_dice: 0.8288, loss: 19.6180 2022-04-26 19:36:11,526 - mmseg - INFO - Iter [62300/160000] lr: 8.767e-07, eta: 1 day, 5:45:47, time: 1.064, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3480, decode.loss_mask: 0.5301, decode.loss_dice: 0.8199, decode.d0.loss_cls: 2.1089, decode.d0.loss_mask: 0.5787, decode.d0.loss_dice: 0.9520, decode.d1.loss_cls: 0.4475, decode.d1.loss_mask: 0.5494, decode.d1.loss_dice: 0.8775, decode.d2.loss_cls: 0.4056, decode.d2.loss_mask: 0.5364, decode.d2.loss_dice: 0.8462, decode.d3.loss_cls: 0.3731, decode.d3.loss_mask: 0.5304, decode.d3.loss_dice: 0.8276, decode.d4.loss_cls: 0.3582, decode.d4.loss_mask: 0.5326, decode.d4.loss_dice: 0.8249, decode.d5.loss_cls: 0.3515, decode.d5.loss_mask: 0.5324, decode.d5.loss_dice: 0.8287, decode.d6.loss_cls: 0.3527, decode.d6.loss_mask: 0.5301, decode.d6.loss_dice: 0.8189, decode.d7.loss_cls: 0.3521, decode.d7.loss_mask: 0.5311, decode.d7.loss_dice: 0.8185, decode.d8.loss_cls: 0.3526, decode.d8.loss_mask: 0.5319, decode.d8.loss_dice: 0.8150, loss: 19.2625 2022-04-26 19:37:04,561 - mmseg - INFO - Iter [62350/160000] lr: 8.763e-07, eta: 1 day, 5:44:49, time: 1.061, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3624, decode.loss_mask: 0.5545, decode.loss_dice: 0.8324, decode.d0.loss_cls: 2.2123, decode.d0.loss_mask: 0.5953, decode.d0.loss_dice: 0.9750, decode.d1.loss_cls: 0.4865, decode.d1.loss_mask: 0.5698, decode.d1.loss_dice: 0.8865, decode.d2.loss_cls: 0.4130, decode.d2.loss_mask: 0.5600, decode.d2.loss_dice: 0.8627, decode.d3.loss_cls: 0.3872, decode.d3.loss_mask: 0.5559, decode.d3.loss_dice: 0.8409, decode.d4.loss_cls: 0.3804, decode.d4.loss_mask: 0.5555, decode.d4.loss_dice: 0.8419, decode.d5.loss_cls: 0.3633, decode.d5.loss_mask: 0.5578, decode.d5.loss_dice: 0.8342, decode.d6.loss_cls: 0.3596, decode.d6.loss_mask: 0.5563, decode.d6.loss_dice: 0.8334, decode.d7.loss_cls: 0.3583, decode.d7.loss_mask: 0.5515, decode.d7.loss_dice: 0.8383, decode.d8.loss_cls: 0.3612, decode.d8.loss_mask: 0.5533, decode.d8.loss_dice: 0.8347, loss: 19.8740 2022-04-26 19:37:57,352 - mmseg - INFO - Iter [62400/160000] lr: 8.758e-07, eta: 1 day, 5:43:51, time: 1.056, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3678, decode.loss_mask: 0.5199, decode.loss_dice: 0.8183, decode.d0.loss_cls: 2.2049, decode.d0.loss_mask: 0.5663, decode.d0.loss_dice: 0.9536, decode.d1.loss_cls: 0.4814, decode.d1.loss_mask: 0.5369, decode.d1.loss_dice: 0.8703, decode.d2.loss_cls: 0.4228, decode.d2.loss_mask: 0.5291, decode.d2.loss_dice: 0.8408, decode.d3.loss_cls: 0.3930, decode.d3.loss_mask: 0.5218, decode.d3.loss_dice: 0.8235, decode.d4.loss_cls: 0.3920, decode.d4.loss_mask: 0.5216, decode.d4.loss_dice: 0.8279, decode.d5.loss_cls: 0.3791, decode.d5.loss_mask: 0.5198, decode.d5.loss_dice: 0.8237, decode.d6.loss_cls: 0.3759, decode.d6.loss_mask: 0.5211, decode.d6.loss_dice: 0.8243, decode.d7.loss_cls: 0.3733, decode.d7.loss_mask: 0.5187, decode.d7.loss_dice: 0.8170, decode.d8.loss_cls: 0.3692, decode.d8.loss_mask: 0.5204, decode.d8.loss_dice: 0.8186, loss: 19.4530 2022-04-26 19:38:50,042 - mmseg - INFO - Iter [62450/160000] lr: 8.754e-07, eta: 1 day, 5:42:53, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3557, decode.loss_mask: 0.5352, decode.loss_dice: 0.8249, decode.d0.loss_cls: 2.1591, decode.d0.loss_mask: 0.5848, decode.d0.loss_dice: 0.9495, decode.d1.loss_cls: 0.4522, decode.d1.loss_mask: 0.5571, decode.d1.loss_dice: 0.8748, decode.d2.loss_cls: 0.3960, decode.d2.loss_mask: 0.5465, decode.d2.loss_dice: 0.8518, decode.d3.loss_cls: 0.3695, decode.d3.loss_mask: 0.5390, decode.d3.loss_dice: 0.8344, decode.d4.loss_cls: 0.3592, decode.d4.loss_mask: 0.5407, decode.d4.loss_dice: 0.8322, decode.d5.loss_cls: 0.3530, decode.d5.loss_mask: 0.5377, decode.d5.loss_dice: 0.8295, decode.d6.loss_cls: 0.3478, decode.d6.loss_mask: 0.5361, decode.d6.loss_dice: 0.8257, decode.d7.loss_cls: 0.3519, decode.d7.loss_mask: 0.5355, decode.d7.loss_dice: 0.8263, decode.d8.loss_cls: 0.3502, decode.d8.loss_mask: 0.5372, decode.d8.loss_dice: 0.8279, loss: 19.4215 2022-04-26 19:39:42,550 - mmseg - INFO - Iter [62500/160000] lr: 8.749e-07, eta: 1 day, 5:41:54, time: 1.050, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3644, decode.loss_mask: 0.5289, decode.loss_dice: 0.8335, decode.d0.loss_cls: 2.0934, decode.d0.loss_mask: 0.5778, decode.d0.loss_dice: 0.9657, decode.d1.loss_cls: 0.4609, decode.d1.loss_mask: 0.5551, decode.d1.loss_dice: 0.8865, decode.d2.loss_cls: 0.4154, decode.d2.loss_mask: 0.5375, decode.d2.loss_dice: 0.8565, decode.d3.loss_cls: 0.3975, decode.d3.loss_mask: 0.5317, decode.d3.loss_dice: 0.8438, decode.d4.loss_cls: 0.3818, decode.d4.loss_mask: 0.5332, decode.d4.loss_dice: 0.8410, decode.d5.loss_cls: 0.3742, decode.d5.loss_mask: 0.5302, decode.d5.loss_dice: 0.8441, decode.d6.loss_cls: 0.3611, decode.d6.loss_mask: 0.5290, decode.d6.loss_dice: 0.8337, decode.d7.loss_cls: 0.3653, decode.d7.loss_mask: 0.5273, decode.d7.loss_dice: 0.8359, decode.d8.loss_cls: 0.3582, decode.d8.loss_mask: 0.5287, decode.d8.loss_dice: 0.8315, loss: 19.5238 2022-04-26 19:40:35,032 - mmseg - INFO - Iter [62550/160000] lr: 8.745e-07, eta: 1 day, 5:40:56, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3713, decode.loss_mask: 0.5358, decode.loss_dice: 0.8059, decode.d0.loss_cls: 2.1635, decode.d0.loss_mask: 0.5899, decode.d0.loss_dice: 0.9485, decode.d1.loss_cls: 0.4706, decode.d1.loss_mask: 0.5575, decode.d1.loss_dice: 0.8574, decode.d2.loss_cls: 0.4208, decode.d2.loss_mask: 0.5464, decode.d2.loss_dice: 0.8304, decode.d3.loss_cls: 0.3904, decode.d3.loss_mask: 0.5442, decode.d3.loss_dice: 0.8130, decode.d4.loss_cls: 0.3952, decode.d4.loss_mask: 0.5391, decode.d4.loss_dice: 0.8045, decode.d5.loss_cls: 0.3814, decode.d5.loss_mask: 0.5389, decode.d5.loss_dice: 0.8066, decode.d6.loss_cls: 0.3774, decode.d6.loss_mask: 0.5381, decode.d6.loss_dice: 0.8013, decode.d7.loss_cls: 0.3743, decode.d7.loss_mask: 0.5362, decode.d7.loss_dice: 0.8018, decode.d8.loss_cls: 0.3654, decode.d8.loss_mask: 0.5383, decode.d8.loss_dice: 0.8049, loss: 19.4490 2022-04-26 19:41:27,627 - mmseg - INFO - Iter [62600/160000] lr: 8.740e-07, eta: 1 day, 5:39:58, time: 1.052, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3535, decode.loss_mask: 0.5491, decode.loss_dice: 0.8323, decode.d0.loss_cls: 2.1315, decode.d0.loss_mask: 0.5904, decode.d0.loss_dice: 0.9561, decode.d1.loss_cls: 0.4538, decode.d1.loss_mask: 0.5636, decode.d1.loss_dice: 0.8787, decode.d2.loss_cls: 0.4042, decode.d2.loss_mask: 0.5558, decode.d2.loss_dice: 0.8523, decode.d3.loss_cls: 0.3909, decode.d3.loss_mask: 0.5502, decode.d3.loss_dice: 0.8376, decode.d4.loss_cls: 0.3721, decode.d4.loss_mask: 0.5478, decode.d4.loss_dice: 0.8423, decode.d5.loss_cls: 0.3631, decode.d5.loss_mask: 0.5482, decode.d5.loss_dice: 0.8373, decode.d6.loss_cls: 0.3565, decode.d6.loss_mask: 0.5506, decode.d6.loss_dice: 0.8345, decode.d7.loss_cls: 0.3523, decode.d7.loss_mask: 0.5475, decode.d7.loss_dice: 0.8370, decode.d8.loss_cls: 0.3510, decode.d8.loss_mask: 0.5494, decode.d8.loss_dice: 0.8314, loss: 19.6209 2022-04-26 19:42:19,909 - mmseg - INFO - Iter [62650/160000] lr: 8.736e-07, eta: 1 day, 5:38:59, time: 1.046, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3584, decode.loss_mask: 0.5143, decode.loss_dice: 0.8141, decode.d0.loss_cls: 2.1626, decode.d0.loss_mask: 0.5671, decode.d0.loss_dice: 0.9458, decode.d1.loss_cls: 0.4724, decode.d1.loss_mask: 0.5316, decode.d1.loss_dice: 0.8712, decode.d2.loss_cls: 0.4095, decode.d2.loss_mask: 0.5227, decode.d2.loss_dice: 0.8455, decode.d3.loss_cls: 0.3854, decode.d3.loss_mask: 0.5166, decode.d3.loss_dice: 0.8289, decode.d4.loss_cls: 0.3761, decode.d4.loss_mask: 0.5153, decode.d4.loss_dice: 0.8218, decode.d5.loss_cls: 0.3637, decode.d5.loss_mask: 0.5193, decode.d5.loss_dice: 0.8192, decode.d6.loss_cls: 0.3663, decode.d6.loss_mask: 0.5158, decode.d6.loss_dice: 0.8144, decode.d7.loss_cls: 0.3594, decode.d7.loss_mask: 0.5175, decode.d7.loss_dice: 0.8153, decode.d8.loss_cls: 0.3532, decode.d8.loss_mask: 0.5182, decode.d8.loss_dice: 0.8159, loss: 19.2374 2022-04-26 19:43:12,358 - mmseg - INFO - Iter [62700/160000] lr: 8.732e-07, eta: 1 day, 5:38:00, time: 1.049, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3574, decode.loss_mask: 0.5286, decode.loss_dice: 0.8209, decode.d0.loss_cls: 2.1280, decode.d0.loss_mask: 0.5717, decode.d0.loss_dice: 0.9499, decode.d1.loss_cls: 0.4432, decode.d1.loss_mask: 0.5470, decode.d1.loss_dice: 0.8758, decode.d2.loss_cls: 0.4014, decode.d2.loss_mask: 0.5371, decode.d2.loss_dice: 0.8496, decode.d3.loss_cls: 0.3751, decode.d3.loss_mask: 0.5306, decode.d3.loss_dice: 0.8255, decode.d4.loss_cls: 0.3640, decode.d4.loss_mask: 0.5269, decode.d4.loss_dice: 0.8312, decode.d5.loss_cls: 0.3639, decode.d5.loss_mask: 0.5270, decode.d5.loss_dice: 0.8243, decode.d6.loss_cls: 0.3621, decode.d6.loss_mask: 0.5272, decode.d6.loss_dice: 0.8255, decode.d7.loss_cls: 0.3559, decode.d7.loss_mask: 0.5288, decode.d7.loss_dice: 0.8255, decode.d8.loss_cls: 0.3600, decode.d8.loss_mask: 0.5285, decode.d8.loss_dice: 0.8237, loss: 19.3161 2022-04-26 19:44:05,463 - mmseg - INFO - Iter [62750/160000] lr: 8.727e-07, eta: 1 day, 5:37:03, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3349, decode.loss_mask: 0.5208, decode.loss_dice: 0.8013, decode.d0.loss_cls: 2.1147, decode.d0.loss_mask: 0.5691, decode.d0.loss_dice: 0.9308, decode.d1.loss_cls: 0.4294, decode.d1.loss_mask: 0.5427, decode.d1.loss_dice: 0.8592, decode.d2.loss_cls: 0.3766, decode.d2.loss_mask: 0.5307, decode.d2.loss_dice: 0.8343, decode.d3.loss_cls: 0.3492, decode.d3.loss_mask: 0.5286, decode.d3.loss_dice: 0.8162, decode.d4.loss_cls: 0.3465, decode.d4.loss_mask: 0.5262, decode.d4.loss_dice: 0.8097, decode.d5.loss_cls: 0.3395, decode.d5.loss_mask: 0.5236, decode.d5.loss_dice: 0.8075, decode.d6.loss_cls: 0.3361, decode.d6.loss_mask: 0.5241, decode.d6.loss_dice: 0.8034, decode.d7.loss_cls: 0.3345, decode.d7.loss_mask: 0.5227, decode.d7.loss_dice: 0.8035, decode.d8.loss_cls: 0.3315, decode.d8.loss_mask: 0.5208, decode.d8.loss_dice: 0.8047, loss: 18.8729 2022-04-26 19:44:58,511 - mmseg - INFO - Iter [62800/160000] lr: 8.723e-07, eta: 1 day, 5:36:05, time: 1.062, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3706, decode.loss_mask: 0.5360, decode.loss_dice: 0.8366, decode.d0.loss_cls: 2.2079, decode.d0.loss_mask: 0.5864, decode.d0.loss_dice: 0.9777, decode.d1.loss_cls: 0.4673, decode.d1.loss_mask: 0.5599, decode.d1.loss_dice: 0.8922, decode.d2.loss_cls: 0.4125, decode.d2.loss_mask: 0.5459, decode.d2.loss_dice: 0.8621, decode.d3.loss_cls: 0.3913, decode.d3.loss_mask: 0.5414, decode.d3.loss_dice: 0.8513, decode.d4.loss_cls: 0.3854, decode.d4.loss_mask: 0.5399, decode.d4.loss_dice: 0.8475, decode.d5.loss_cls: 0.3829, decode.d5.loss_mask: 0.5371, decode.d5.loss_dice: 0.8479, decode.d6.loss_cls: 0.3738, decode.d6.loss_mask: 0.5361, decode.d6.loss_dice: 0.8362, decode.d7.loss_cls: 0.3731, decode.d7.loss_mask: 0.5380, decode.d7.loss_dice: 0.8434, decode.d8.loss_cls: 0.3691, decode.d8.loss_mask: 0.5355, decode.d8.loss_dice: 0.8423, loss: 19.8271 2022-04-26 19:45:51,166 - mmseg - INFO - Iter [62850/160000] lr: 8.718e-07, eta: 1 day, 5:35:07, time: 1.053, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3837, decode.loss_mask: 0.5377, decode.loss_dice: 0.8427, decode.d0.loss_cls: 2.1841, decode.d0.loss_mask: 0.5888, decode.d0.loss_dice: 0.9814, decode.d1.loss_cls: 0.4718, decode.d1.loss_mask: 0.5571, decode.d1.loss_dice: 0.9002, decode.d2.loss_cls: 0.4222, decode.d2.loss_mask: 0.5475, decode.d2.loss_dice: 0.8715, decode.d3.loss_cls: 0.4028, decode.d3.loss_mask: 0.5442, decode.d3.loss_dice: 0.8521, decode.d4.loss_cls: 0.3929, decode.d4.loss_mask: 0.5432, decode.d4.loss_dice: 0.8505, decode.d5.loss_cls: 0.3876, decode.d5.loss_mask: 0.5428, decode.d5.loss_dice: 0.8456, decode.d6.loss_cls: 0.3732, decode.d6.loss_mask: 0.5404, decode.d6.loss_dice: 0.8452, decode.d7.loss_cls: 0.3716, decode.d7.loss_mask: 0.5383, decode.d7.loss_dice: 0.8496, decode.d8.loss_cls: 0.3726, decode.d8.loss_mask: 0.5376, decode.d8.loss_dice: 0.8469, loss: 19.9259 2022-04-26 19:46:45,536 - mmseg - INFO - Iter [62900/160000] lr: 8.714e-07, eta: 1 day, 5:34:12, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3518, decode.loss_mask: 0.5450, decode.loss_dice: 0.8069, decode.d0.loss_cls: 2.1583, decode.d0.loss_mask: 0.5890, decode.d0.loss_dice: 0.9328, decode.d1.loss_cls: 0.4450, decode.d1.loss_mask: 0.5620, decode.d1.loss_dice: 0.8669, decode.d2.loss_cls: 0.3921, decode.d2.loss_mask: 0.5521, decode.d2.loss_dice: 0.8405, decode.d3.loss_cls: 0.3731, decode.d3.loss_mask: 0.5494, decode.d3.loss_dice: 0.8189, decode.d4.loss_cls: 0.3683, decode.d4.loss_mask: 0.5482, decode.d4.loss_dice: 0.8139, decode.d5.loss_cls: 0.3635, decode.d5.loss_mask: 0.5458, decode.d5.loss_dice: 0.8158, decode.d6.loss_cls: 0.3565, decode.d6.loss_mask: 0.5471, decode.d6.loss_dice: 0.8059, decode.d7.loss_cls: 0.3545, decode.d7.loss_mask: 0.5464, decode.d7.loss_dice: 0.8087, decode.d8.loss_cls: 0.3519, decode.d8.loss_mask: 0.5421, decode.d8.loss_dice: 0.8077, loss: 19.3604 2022-04-26 19:47:37,833 - mmseg - INFO - Iter [62950/160000] lr: 8.709e-07, eta: 1 day, 5:33:13, time: 1.046, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3371, decode.loss_mask: 0.5411, decode.loss_dice: 0.8304, decode.d0.loss_cls: 2.1396, decode.d0.loss_mask: 0.5826, decode.d0.loss_dice: 0.9702, decode.d1.loss_cls: 0.4424, decode.d1.loss_mask: 0.5566, decode.d1.loss_dice: 0.8864, decode.d2.loss_cls: 0.3938, decode.d2.loss_mask: 0.5505, decode.d2.loss_dice: 0.8607, decode.d3.loss_cls: 0.3567, decode.d3.loss_mask: 0.5436, decode.d3.loss_dice: 0.8430, decode.d4.loss_cls: 0.3591, decode.d4.loss_mask: 0.5422, decode.d4.loss_dice: 0.8387, decode.d5.loss_cls: 0.3460, decode.d5.loss_mask: 0.5420, decode.d5.loss_dice: 0.8406, decode.d6.loss_cls: 0.3422, decode.d6.loss_mask: 0.5380, decode.d6.loss_dice: 0.8320, decode.d7.loss_cls: 0.3441, decode.d7.loss_mask: 0.5377, decode.d7.loss_dice: 0.8342, decode.d8.loss_cls: 0.3375, decode.d8.loss_mask: 0.5388, decode.d8.loss_dice: 0.8402, loss: 19.4479 2022-04-26 19:48:31,270 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 19:48:31,272 - mmseg - INFO - Iter [63000/160000] lr: 8.705e-07, eta: 1 day, 5:32:16, time: 1.069, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3344, decode.loss_mask: 0.5156, decode.loss_dice: 0.7961, decode.d0.loss_cls: 2.1660, decode.d0.loss_mask: 0.5677, decode.d0.loss_dice: 0.9436, decode.d1.loss_cls: 0.4427, decode.d1.loss_mask: 0.5442, decode.d1.loss_dice: 0.8567, decode.d2.loss_cls: 0.3896, decode.d2.loss_mask: 0.5284, decode.d2.loss_dice: 0.8300, decode.d3.loss_cls: 0.3632, decode.d3.loss_mask: 0.5193, decode.d3.loss_dice: 0.8121, decode.d4.loss_cls: 0.3527, decode.d4.loss_mask: 0.5203, decode.d4.loss_dice: 0.8119, decode.d5.loss_cls: 0.3490, decode.d5.loss_mask: 0.5205, decode.d5.loss_dice: 0.8055, decode.d6.loss_cls: 0.3431, decode.d6.loss_mask: 0.5178, decode.d6.loss_dice: 0.7991, decode.d7.loss_cls: 0.3398, decode.d7.loss_mask: 0.5176, decode.d7.loss_dice: 0.8013, decode.d8.loss_cls: 0.3337, decode.d8.loss_mask: 0.5169, decode.d8.loss_dice: 0.7990, loss: 18.9378 2022-04-26 19:49:25,149 - mmseg - INFO - Iter [63050/160000] lr: 8.700e-07, eta: 1 day, 5:31:20, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3463, decode.loss_mask: 0.5319, decode.loss_dice: 0.8236, decode.d0.loss_cls: 2.1174, decode.d0.loss_mask: 0.5854, decode.d0.loss_dice: 0.9600, decode.d1.loss_cls: 0.4291, decode.d1.loss_mask: 0.5608, decode.d1.loss_dice: 0.8888, decode.d2.loss_cls: 0.3714, decode.d2.loss_mask: 0.5496, decode.d2.loss_dice: 0.8586, decode.d3.loss_cls: 0.3593, decode.d3.loss_mask: 0.5380, decode.d3.loss_dice: 0.8338, decode.d4.loss_cls: 0.3538, decode.d4.loss_mask: 0.5354, decode.d4.loss_dice: 0.8339, decode.d5.loss_cls: 0.3436, decode.d5.loss_mask: 0.5346, decode.d5.loss_dice: 0.8323, decode.d6.loss_cls: 0.3374, decode.d6.loss_mask: 0.5318, decode.d6.loss_dice: 0.8298, decode.d7.loss_cls: 0.3415, decode.d7.loss_mask: 0.5325, decode.d7.loss_dice: 0.8303, decode.d8.loss_cls: 0.3399, decode.d8.loss_mask: 0.5325, decode.d8.loss_dice: 0.8285, loss: 19.2917 2022-04-26 19:50:18,500 - mmseg - INFO - Iter [63100/160000] lr: 8.696e-07, eta: 1 day, 5:30:23, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3718, decode.loss_mask: 0.5532, decode.loss_dice: 0.8357, decode.d0.loss_cls: 2.1472, decode.d0.loss_mask: 0.5957, decode.d0.loss_dice: 0.9598, decode.d1.loss_cls: 0.4685, decode.d1.loss_mask: 0.5729, decode.d1.loss_dice: 0.8911, decode.d2.loss_cls: 0.4095, decode.d2.loss_mask: 0.5602, decode.d2.loss_dice: 0.8684, decode.d3.loss_cls: 0.4052, decode.d3.loss_mask: 0.5518, decode.d3.loss_dice: 0.8445, decode.d4.loss_cls: 0.3840, decode.d4.loss_mask: 0.5555, decode.d4.loss_dice: 0.8454, decode.d5.loss_cls: 0.3804, decode.d5.loss_mask: 0.5524, decode.d5.loss_dice: 0.8409, decode.d6.loss_cls: 0.3842, decode.d6.loss_mask: 0.5490, decode.d6.loss_dice: 0.8369, decode.d7.loss_cls: 0.3730, decode.d7.loss_mask: 0.5534, decode.d7.loss_dice: 0.8370, decode.d8.loss_cls: 0.3735, decode.d8.loss_mask: 0.5512, decode.d8.loss_dice: 0.8380, loss: 19.8903 2022-04-26 19:51:11,643 - mmseg - INFO - Iter [63150/160000] lr: 8.691e-07, eta: 1 day, 5:29:25, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3317, decode.loss_mask: 0.5422, decode.loss_dice: 0.8214, decode.d0.loss_cls: 2.1308, decode.d0.loss_mask: 0.5856, decode.d0.loss_dice: 0.9484, decode.d1.loss_cls: 0.4271, decode.d1.loss_mask: 0.5589, decode.d1.loss_dice: 0.8642, decode.d2.loss_cls: 0.3683, decode.d2.loss_mask: 0.5467, decode.d2.loss_dice: 0.8403, decode.d3.loss_cls: 0.3536, decode.d3.loss_mask: 0.5446, decode.d3.loss_dice: 0.8270, decode.d4.loss_cls: 0.3350, decode.d4.loss_mask: 0.5455, decode.d4.loss_dice: 0.8297, decode.d5.loss_cls: 0.3327, decode.d5.loss_mask: 0.5446, decode.d5.loss_dice: 0.8242, decode.d6.loss_cls: 0.3213, decode.d6.loss_mask: 0.5437, decode.d6.loss_dice: 0.8219, decode.d7.loss_cls: 0.3217, decode.d7.loss_mask: 0.5430, decode.d7.loss_dice: 0.8182, decode.d8.loss_cls: 0.3236, decode.d8.loss_mask: 0.5435, decode.d8.loss_dice: 0.8190, loss: 19.1583 2022-04-26 19:52:06,620 - mmseg - INFO - Iter [63200/160000] lr: 8.687e-07, eta: 1 day, 5:28:31, time: 1.098, data_time: 0.062, memory: 64049, decode.loss_cls: 0.3228, decode.loss_mask: 0.5205, decode.loss_dice: 0.8024, decode.d0.loss_cls: 2.1171, decode.d0.loss_mask: 0.5619, decode.d0.loss_dice: 0.9381, decode.d1.loss_cls: 0.4198, decode.d1.loss_mask: 0.5377, decode.d1.loss_dice: 0.8513, decode.d2.loss_cls: 0.3659, decode.d2.loss_mask: 0.5269, decode.d2.loss_dice: 0.8270, decode.d3.loss_cls: 0.3431, decode.d3.loss_mask: 0.5203, decode.d3.loss_dice: 0.8101, decode.d4.loss_cls: 0.3351, decode.d4.loss_mask: 0.5203, decode.d4.loss_dice: 0.8134, decode.d5.loss_cls: 0.3292, decode.d5.loss_mask: 0.5226, decode.d5.loss_dice: 0.8061, decode.d6.loss_cls: 0.3230, decode.d6.loss_mask: 0.5210, decode.d6.loss_dice: 0.8054, decode.d7.loss_cls: 0.3208, decode.d7.loss_mask: 0.5206, decode.d7.loss_dice: 0.8032, decode.d8.loss_cls: 0.3212, decode.d8.loss_mask: 0.5200, decode.d8.loss_dice: 0.8007, loss: 18.7277 2022-04-26 19:52:59,066 - mmseg - INFO - Iter [63250/160000] lr: 8.682e-07, eta: 1 day, 5:27:32, time: 1.049, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3467, decode.loss_mask: 0.5058, decode.loss_dice: 0.8135, decode.d0.loss_cls: 2.1263, decode.d0.loss_mask: 0.5474, decode.d0.loss_dice: 0.9392, decode.d1.loss_cls: 0.4378, decode.d1.loss_mask: 0.5231, decode.d1.loss_dice: 0.8624, decode.d2.loss_cls: 0.3860, decode.d2.loss_mask: 0.5135, decode.d2.loss_dice: 0.8317, decode.d3.loss_cls: 0.3610, decode.d3.loss_mask: 0.5086, decode.d3.loss_dice: 0.8228, decode.d4.loss_cls: 0.3619, decode.d4.loss_mask: 0.5052, decode.d4.loss_dice: 0.8219, decode.d5.loss_cls: 0.3546, decode.d5.loss_mask: 0.5037, decode.d5.loss_dice: 0.8180, decode.d6.loss_cls: 0.3518, decode.d6.loss_mask: 0.5053, decode.d6.loss_dice: 0.8139, decode.d7.loss_cls: 0.3502, decode.d7.loss_mask: 0.5019, decode.d7.loss_dice: 0.8093, decode.d8.loss_cls: 0.3445, decode.d8.loss_mask: 0.5042, decode.d8.loss_dice: 0.8121, loss: 18.8844 2022-04-26 19:53:51,887 - mmseg - INFO - Iter [63300/160000] lr: 8.678e-07, eta: 1 day, 5:26:34, time: 1.059, data_time: 0.018, memory: 64049, decode.loss_cls: 0.3210, decode.loss_mask: 0.5094, decode.loss_dice: 0.7934, decode.d0.loss_cls: 2.1457, decode.d0.loss_mask: 0.5555, decode.d0.loss_dice: 0.9292, decode.d1.loss_cls: 0.4281, decode.d1.loss_mask: 0.5217, decode.d1.loss_dice: 0.8435, decode.d2.loss_cls: 0.3734, decode.d2.loss_mask: 0.5114, decode.d2.loss_dice: 0.8133, decode.d3.loss_cls: 0.3522, decode.d3.loss_mask: 0.5078, decode.d3.loss_dice: 0.7944, decode.d4.loss_cls: 0.3338, decode.d4.loss_mask: 0.5101, decode.d4.loss_dice: 0.7971, decode.d5.loss_cls: 0.3263, decode.d5.loss_mask: 0.5112, decode.d5.loss_dice: 0.7985, decode.d6.loss_cls: 0.3258, decode.d6.loss_mask: 0.5085, decode.d6.loss_dice: 0.7893, decode.d7.loss_cls: 0.3203, decode.d7.loss_mask: 0.5076, decode.d7.loss_dice: 0.7898, decode.d8.loss_cls: 0.3177, decode.d8.loss_mask: 0.5092, decode.d8.loss_dice: 0.7930, loss: 18.5383 2022-04-26 19:54:44,618 - mmseg - INFO - Iter [63350/160000] lr: 8.673e-07, eta: 1 day, 5:25:36, time: 1.054, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3718, decode.loss_mask: 0.5258, decode.loss_dice: 0.8222, decode.d0.loss_cls: 2.1990, decode.d0.loss_mask: 0.5706, decode.d0.loss_dice: 0.9711, decode.d1.loss_cls: 0.4859, decode.d1.loss_mask: 0.5475, decode.d1.loss_dice: 0.8823, decode.d2.loss_cls: 0.4353, decode.d2.loss_mask: 0.5346, decode.d2.loss_dice: 0.8498, decode.d3.loss_cls: 0.3982, decode.d3.loss_mask: 0.5244, decode.d3.loss_dice: 0.8312, decode.d4.loss_cls: 0.3903, decode.d4.loss_mask: 0.5243, decode.d4.loss_dice: 0.8310, decode.d5.loss_cls: 0.3811, decode.d5.loss_mask: 0.5223, decode.d5.loss_dice: 0.8338, decode.d6.loss_cls: 0.3711, decode.d6.loss_mask: 0.5233, decode.d6.loss_dice: 0.8244, decode.d7.loss_cls: 0.3641, decode.d7.loss_mask: 0.5226, decode.d7.loss_dice: 0.8309, decode.d8.loss_cls: 0.3689, decode.d8.loss_mask: 0.5242, decode.d8.loss_dice: 0.8276, loss: 19.5897 2022-04-26 19:55:37,178 - mmseg - INFO - Iter [63400/160000] lr: 8.669e-07, eta: 1 day, 5:24:38, time: 1.049, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3488, decode.loss_mask: 0.5506, decode.loss_dice: 0.8081, decode.d0.loss_cls: 2.1375, decode.d0.loss_mask: 0.5872, decode.d0.loss_dice: 0.9394, decode.d1.loss_cls: 0.4550, decode.d1.loss_mask: 0.5636, decode.d1.loss_dice: 0.8539, decode.d2.loss_cls: 0.3983, decode.d2.loss_mask: 0.5561, decode.d2.loss_dice: 0.8253, decode.d3.loss_cls: 0.3688, decode.d3.loss_mask: 0.5485, decode.d3.loss_dice: 0.8148, decode.d4.loss_cls: 0.3515, decode.d4.loss_mask: 0.5504, decode.d4.loss_dice: 0.8119, decode.d5.loss_cls: 0.3548, decode.d5.loss_mask: 0.5500, decode.d5.loss_dice: 0.8105, decode.d6.loss_cls: 0.3472, decode.d6.loss_mask: 0.5490, decode.d6.loss_dice: 0.8084, decode.d7.loss_cls: 0.3477, decode.d7.loss_mask: 0.5499, decode.d7.loss_dice: 0.8083, decode.d8.loss_cls: 0.3396, decode.d8.loss_mask: 0.5512, decode.d8.loss_dice: 0.8098, loss: 19.2961 2022-04-26 19:56:30,060 - mmseg - INFO - Iter [63450/160000] lr: 8.664e-07, eta: 1 day, 5:23:41, time: 1.060, data_time: 0.018, memory: 64049, decode.loss_cls: 0.3552, decode.loss_mask: 0.5235, decode.loss_dice: 0.8131, decode.d0.loss_cls: 2.1680, decode.d0.loss_mask: 0.5741, decode.d0.loss_dice: 0.9581, decode.d1.loss_cls: 0.4584, decode.d1.loss_mask: 0.5469, decode.d1.loss_dice: 0.8694, decode.d2.loss_cls: 0.3961, decode.d2.loss_mask: 0.5362, decode.d2.loss_dice: 0.8387, decode.d3.loss_cls: 0.3741, decode.d3.loss_mask: 0.5254, decode.d3.loss_dice: 0.8223, decode.d4.loss_cls: 0.3624, decode.d4.loss_mask: 0.5256, decode.d4.loss_dice: 0.8180, decode.d5.loss_cls: 0.3557, decode.d5.loss_mask: 0.5243, decode.d5.loss_dice: 0.8198, decode.d6.loss_cls: 0.3487, decode.d6.loss_mask: 0.5237, decode.d6.loss_dice: 0.8147, decode.d7.loss_cls: 0.3520, decode.d7.loss_mask: 0.5216, decode.d7.loss_dice: 0.8133, decode.d8.loss_cls: 0.3524, decode.d8.loss_mask: 0.5233, decode.d8.loss_dice: 0.8118, loss: 19.2265 2022-04-26 19:57:23,644 - mmseg - INFO - Iter [63500/160000] lr: 8.660e-07, eta: 1 day, 5:22:44, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3455, decode.loss_mask: 0.5320, decode.loss_dice: 0.7825, decode.d0.loss_cls: 2.1298, decode.d0.loss_mask: 0.5763, decode.d0.loss_dice: 0.9184, decode.d1.loss_cls: 0.4377, decode.d1.loss_mask: 0.5536, decode.d1.loss_dice: 0.8315, decode.d2.loss_cls: 0.3862, decode.d2.loss_mask: 0.5443, decode.d2.loss_dice: 0.8095, decode.d3.loss_cls: 0.3673, decode.d3.loss_mask: 0.5376, decode.d3.loss_dice: 0.7955, decode.d4.loss_cls: 0.3493, decode.d4.loss_mask: 0.5342, decode.d4.loss_dice: 0.7959, decode.d5.loss_cls: 0.3476, decode.d5.loss_mask: 0.5322, decode.d5.loss_dice: 0.7923, decode.d6.loss_cls: 0.3484, decode.d6.loss_mask: 0.5303, decode.d6.loss_dice: 0.7832, decode.d7.loss_cls: 0.3421, decode.d7.loss_mask: 0.5309, decode.d7.loss_dice: 0.7864, decode.d8.loss_cls: 0.3445, decode.d8.loss_mask: 0.5325, decode.d8.loss_dice: 0.7858, loss: 18.8833 2022-04-26 19:58:17,074 - mmseg - INFO - Iter [63550/160000] lr: 8.655e-07, eta: 1 day, 5:21:47, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3607, decode.loss_mask: 0.5371, decode.loss_dice: 0.8142, decode.d0.loss_cls: 2.1107, decode.d0.loss_mask: 0.5857, decode.d0.loss_dice: 0.9413, decode.d1.loss_cls: 0.4556, decode.d1.loss_mask: 0.5557, decode.d1.loss_dice: 0.8711, decode.d2.loss_cls: 0.3998, decode.d2.loss_mask: 0.5457, decode.d2.loss_dice: 0.8427, decode.d3.loss_cls: 0.3745, decode.d3.loss_mask: 0.5437, decode.d3.loss_dice: 0.8235, decode.d4.loss_cls: 0.3650, decode.d4.loss_mask: 0.5408, decode.d4.loss_dice: 0.8200, decode.d5.loss_cls: 0.3609, decode.d5.loss_mask: 0.5382, decode.d5.loss_dice: 0.8215, decode.d6.loss_cls: 0.3594, decode.d6.loss_mask: 0.5396, decode.d6.loss_dice: 0.8158, decode.d7.loss_cls: 0.3546, decode.d7.loss_mask: 0.5388, decode.d7.loss_dice: 0.8183, decode.d8.loss_cls: 0.3544, decode.d8.loss_mask: 0.5388, decode.d8.loss_dice: 0.8173, loss: 19.3454 2022-04-26 19:59:11,299 - mmseg - INFO - Iter [63600/160000] lr: 8.651e-07, eta: 1 day, 5:20:51, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3218, decode.loss_mask: 0.5129, decode.loss_dice: 0.8029, decode.d0.loss_cls: 2.1099, decode.d0.loss_mask: 0.5525, decode.d0.loss_dice: 0.9260, decode.d1.loss_cls: 0.4330, decode.d1.loss_mask: 0.5289, decode.d1.loss_dice: 0.8531, decode.d2.loss_cls: 0.3750, decode.d2.loss_mask: 0.5211, decode.d2.loss_dice: 0.8284, decode.d3.loss_cls: 0.3557, decode.d3.loss_mask: 0.5185, decode.d3.loss_dice: 0.8119, decode.d4.loss_cls: 0.3374, decode.d4.loss_mask: 0.5172, decode.d4.loss_dice: 0.8078, decode.d5.loss_cls: 0.3329, decode.d5.loss_mask: 0.5152, decode.d5.loss_dice: 0.8083, decode.d6.loss_cls: 0.3276, decode.d6.loss_mask: 0.5148, decode.d6.loss_dice: 0.7994, decode.d7.loss_cls: 0.3326, decode.d7.loss_mask: 0.5134, decode.d7.loss_dice: 0.8007, decode.d8.loss_cls: 0.3260, decode.d8.loss_mask: 0.5126, decode.d8.loss_dice: 0.7994, loss: 18.6968 2022-04-26 20:00:04,105 - mmseg - INFO - Iter [63650/160000] lr: 8.646e-07, eta: 1 day, 5:19:54, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3800, decode.loss_mask: 0.5412, decode.loss_dice: 0.8549, decode.d0.loss_cls: 2.1946, decode.d0.loss_mask: 0.5920, decode.d0.loss_dice: 0.9966, decode.d1.loss_cls: 0.4759, decode.d1.loss_mask: 0.5643, decode.d1.loss_dice: 0.9120, decode.d2.loss_cls: 0.4324, decode.d2.loss_mask: 0.5471, decode.d2.loss_dice: 0.8822, decode.d3.loss_cls: 0.4036, decode.d3.loss_mask: 0.5432, decode.d3.loss_dice: 0.8598, decode.d4.loss_cls: 0.3926, decode.d4.loss_mask: 0.5425, decode.d4.loss_dice: 0.8576, decode.d5.loss_cls: 0.3937, decode.d5.loss_mask: 0.5418, decode.d5.loss_dice: 0.8566, decode.d6.loss_cls: 0.3884, decode.d6.loss_mask: 0.5396, decode.d6.loss_dice: 0.8526, decode.d7.loss_cls: 0.3859, decode.d7.loss_mask: 0.5394, decode.d7.loss_dice: 0.8533, decode.d8.loss_cls: 0.3807, decode.d8.loss_mask: 0.5400, decode.d8.loss_dice: 0.8498, loss: 20.0945 2022-04-26 20:00:56,966 - mmseg - INFO - Iter [63700/160000] lr: 8.642e-07, eta: 1 day, 5:18:56, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3696, decode.loss_mask: 0.5304, decode.loss_dice: 0.8202, decode.d0.loss_cls: 2.2324, decode.d0.loss_mask: 0.5818, decode.d0.loss_dice: 0.9555, decode.d1.loss_cls: 0.4781, decode.d1.loss_mask: 0.5514, decode.d1.loss_dice: 0.8758, decode.d2.loss_cls: 0.4317, decode.d2.loss_mask: 0.5419, decode.d2.loss_dice: 0.8436, decode.d3.loss_cls: 0.3900, decode.d3.loss_mask: 0.5345, decode.d3.loss_dice: 0.8294, decode.d4.loss_cls: 0.3863, decode.d4.loss_mask: 0.5331, decode.d4.loss_dice: 0.8261, decode.d5.loss_cls: 0.3785, decode.d5.loss_mask: 0.5344, decode.d5.loss_dice: 0.8222, decode.d6.loss_cls: 0.3655, decode.d6.loss_mask: 0.5324, decode.d6.loss_dice: 0.8189, decode.d7.loss_cls: 0.3613, decode.d7.loss_mask: 0.5320, decode.d7.loss_dice: 0.8191, decode.d8.loss_cls: 0.3643, decode.d8.loss_mask: 0.5297, decode.d8.loss_dice: 0.8191, loss: 19.5891 2022-04-26 20:01:50,113 - mmseg - INFO - Iter [63750/160000] lr: 8.637e-07, eta: 1 day, 5:17:59, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3573, decode.loss_mask: 0.5327, decode.loss_dice: 0.8237, decode.d0.loss_cls: 2.1268, decode.d0.loss_mask: 0.5842, decode.d0.loss_dice: 0.9529, decode.d1.loss_cls: 0.4523, decode.d1.loss_mask: 0.5608, decode.d1.loss_dice: 0.8800, decode.d2.loss_cls: 0.4000, decode.d2.loss_mask: 0.5447, decode.d2.loss_dice: 0.8483, decode.d3.loss_cls: 0.3823, decode.d3.loss_mask: 0.5350, decode.d3.loss_dice: 0.8349, decode.d4.loss_cls: 0.3598, decode.d4.loss_mask: 0.5361, decode.d4.loss_dice: 0.8331, decode.d5.loss_cls: 0.3694, decode.d5.loss_mask: 0.5337, decode.d5.loss_dice: 0.8311, decode.d6.loss_cls: 0.3530, decode.d6.loss_mask: 0.5319, decode.d6.loss_dice: 0.8202, decode.d7.loss_cls: 0.3546, decode.d7.loss_mask: 0.5335, decode.d7.loss_dice: 0.8189, decode.d8.loss_cls: 0.3503, decode.d8.loss_mask: 0.5326, decode.d8.loss_dice: 0.8200, loss: 19.3939 2022-04-26 20:02:43,359 - mmseg - INFO - Iter [63800/160000] lr: 8.633e-07, eta: 1 day, 5:17:01, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3493, decode.loss_mask: 0.5404, decode.loss_dice: 0.8414, decode.d0.loss_cls: 2.1447, decode.d0.loss_mask: 0.5869, decode.d0.loss_dice: 0.9757, decode.d1.loss_cls: 0.4468, decode.d1.loss_mask: 0.5592, decode.d1.loss_dice: 0.8978, decode.d2.loss_cls: 0.3926, decode.d2.loss_mask: 0.5469, decode.d2.loss_dice: 0.8693, decode.d3.loss_cls: 0.3600, decode.d3.loss_mask: 0.5433, decode.d3.loss_dice: 0.8500, decode.d4.loss_cls: 0.3544, decode.d4.loss_mask: 0.5431, decode.d4.loss_dice: 0.8535, decode.d5.loss_cls: 0.3526, decode.d5.loss_mask: 0.5428, decode.d5.loss_dice: 0.8491, decode.d6.loss_cls: 0.3459, decode.d6.loss_mask: 0.5416, decode.d6.loss_dice: 0.8400, decode.d7.loss_cls: 0.3449, decode.d7.loss_mask: 0.5421, decode.d7.loss_dice: 0.8417, decode.d8.loss_cls: 0.3474, decode.d8.loss_mask: 0.5406, decode.d8.loss_dice: 0.8423, loss: 19.5862 2022-04-26 20:03:37,811 - mmseg - INFO - Iter [63850/160000] lr: 8.628e-07, eta: 1 day, 5:16:06, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3451, decode.loss_mask: 0.5330, decode.loss_dice: 0.8012, decode.d0.loss_cls: 2.1228, decode.d0.loss_mask: 0.5813, decode.d0.loss_dice: 0.9310, decode.d1.loss_cls: 0.4537, decode.d1.loss_mask: 0.5523, decode.d1.loss_dice: 0.8464, decode.d2.loss_cls: 0.3962, decode.d2.loss_mask: 0.5416, decode.d2.loss_dice: 0.8206, decode.d3.loss_cls: 0.3627, decode.d3.loss_mask: 0.5358, decode.d3.loss_dice: 0.8056, decode.d4.loss_cls: 0.3574, decode.d4.loss_mask: 0.5345, decode.d4.loss_dice: 0.8089, decode.d5.loss_cls: 0.3539, decode.d5.loss_mask: 0.5334, decode.d5.loss_dice: 0.8042, decode.d6.loss_cls: 0.3471, decode.d6.loss_mask: 0.5334, decode.d6.loss_dice: 0.8005, decode.d7.loss_cls: 0.3429, decode.d7.loss_mask: 0.5337, decode.d7.loss_dice: 0.8034, decode.d8.loss_cls: 0.3462, decode.d8.loss_mask: 0.5324, decode.d8.loss_dice: 0.7991, loss: 19.0604 2022-04-26 20:04:30,915 - mmseg - INFO - Iter [63900/160000] lr: 8.624e-07, eta: 1 day, 5:15:09, time: 1.062, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3476, decode.loss_mask: 0.5409, decode.loss_dice: 0.8148, decode.d0.loss_cls: 2.0952, decode.d0.loss_mask: 0.5883, decode.d0.loss_dice: 0.9527, decode.d1.loss_cls: 0.4466, decode.d1.loss_mask: 0.5633, decode.d1.loss_dice: 0.8665, decode.d2.loss_cls: 0.3945, decode.d2.loss_mask: 0.5545, decode.d2.loss_dice: 0.8423, decode.d3.loss_cls: 0.3633, decode.d3.loss_mask: 0.5476, decode.d3.loss_dice: 0.8193, decode.d4.loss_cls: 0.3638, decode.d4.loss_mask: 0.5425, decode.d4.loss_dice: 0.8215, decode.d5.loss_cls: 0.3647, decode.d5.loss_mask: 0.5425, decode.d5.loss_dice: 0.8214, decode.d6.loss_cls: 0.3600, decode.d6.loss_mask: 0.5422, decode.d6.loss_dice: 0.8130, decode.d7.loss_cls: 0.3551, decode.d7.loss_mask: 0.5396, decode.d7.loss_dice: 0.8133, decode.d8.loss_cls: 0.3495, decode.d8.loss_mask: 0.5430, decode.d8.loss_dice: 0.8132, loss: 19.3227 2022-04-26 20:05:24,041 - mmseg - INFO - Iter [63950/160000] lr: 8.619e-07, eta: 1 day, 5:14:11, time: 1.062, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3451, decode.loss_mask: 0.5259, decode.loss_dice: 0.8047, decode.d0.loss_cls: 2.1343, decode.d0.loss_mask: 0.5728, decode.d0.loss_dice: 0.9402, decode.d1.loss_cls: 0.4469, decode.d1.loss_mask: 0.5453, decode.d1.loss_dice: 0.8580, decode.d2.loss_cls: 0.3841, decode.d2.loss_mask: 0.5377, decode.d2.loss_dice: 0.8370, decode.d3.loss_cls: 0.3678, decode.d3.loss_mask: 0.5349, decode.d3.loss_dice: 0.8081, decode.d4.loss_cls: 0.3565, decode.d4.loss_mask: 0.5307, decode.d4.loss_dice: 0.8118, decode.d5.loss_cls: 0.3560, decode.d5.loss_mask: 0.5292, decode.d5.loss_dice: 0.8104, decode.d6.loss_cls: 0.3457, decode.d6.loss_mask: 0.5308, decode.d6.loss_dice: 0.8066, decode.d7.loss_cls: 0.3446, decode.d7.loss_mask: 0.5301, decode.d7.loss_dice: 0.8056, decode.d8.loss_cls: 0.3357, decode.d8.loss_mask: 0.5270, decode.d8.loss_dice: 0.8069, loss: 19.0704 2022-04-26 20:06:16,235 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 20:06:16,243 - mmseg - INFO - Iter [64000/160000] lr: 8.615e-07, eta: 1 day, 5:13:13, time: 1.044, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3496, decode.loss_mask: 0.5537, decode.loss_dice: 0.8341, decode.d0.loss_cls: 2.0991, decode.d0.loss_mask: 0.6059, decode.d0.loss_dice: 0.9704, decode.d1.loss_cls: 0.4544, decode.d1.loss_mask: 0.5758, decode.d1.loss_dice: 0.8881, decode.d2.loss_cls: 0.3910, decode.d2.loss_mask: 0.5673, decode.d2.loss_dice: 0.8664, decode.d3.loss_cls: 0.3719, decode.d3.loss_mask: 0.5596, decode.d3.loss_dice: 0.8420, decode.d4.loss_cls: 0.3561, decode.d4.loss_mask: 0.5565, decode.d4.loss_dice: 0.8393, decode.d5.loss_cls: 0.3530, decode.d5.loss_mask: 0.5553, decode.d5.loss_dice: 0.8399, decode.d6.loss_cls: 0.3443, decode.d6.loss_mask: 0.5550, decode.d6.loss_dice: 0.8381, decode.d7.loss_cls: 0.3485, decode.d7.loss_mask: 0.5514, decode.d7.loss_dice: 0.8373, decode.d8.loss_cls: 0.3386, decode.d8.loss_mask: 0.5531, decode.d8.loss_dice: 0.8401, loss: 19.6362 2022-04-26 20:07:39,857 - mmseg - INFO - per class results: 2022-04-26 20:07:39,899 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 81.51 | 88.16 | | building | 84.28 | 92.55 | | sky | 95.13 | 97.22 | | floor | 84.85 | 92.45 | | tree | 77.81 | 89.91 | | ceiling | 87.15 | 93.48 | | road | 87.57 | 92.52 | | bed | 92.13 | 96.38 | | windowpane | 66.02 | 80.32 | | grass | 69.32 | 86.26 | | cabinet | 62.73 | 72.56 | | sidewalk | 72.56 | 85.14 | | person | 86.86 | 94.13 | | earth | 41.29 | 52.46 | | door | 58.3 | 76.26 | | table | 70.83 | 82.48 | | mountain | 62.28 | 76.67 | | plant | 52.75 | 68.01 | | curtain | 78.88 | 89.19 | | chair | 66.93 | 74.98 | | car | 87.66 | 92.23 | | water | 69.15 | 83.04 | | painting | 75.43 | 90.41 | | sofa | 81.59 | 89.05 | | shelf | 51.44 | 67.61 | | house | 53.46 | 70.39 | | sea | 77.8 | 90.86 | | mirror | 79.88 | 87.49 | | rug | 69.51 | 81.95 | | field | 30.27 | 40.66 | | armchair | 61.68 | 85.17 | | seat | 65.27 | 87.42 | | fence | 48.82 | 65.84 | | desk | 57.14 | 75.49 | | rock | 55.3 | 88.03 | | wardrobe | 52.2 | 82.17 | | lamp | 76.8 | 88.17 | | bathtub | 81.8 | 86.22 | | railing | 38.84 | 64.58 | | cushion | 68.13 | 83.91 | | base | 41.05 | 52.48 | | box | 34.5 | 47.4 | | column | 55.75 | 68.28 | | signboard | 42.44 | 59.23 | | chest of drawers | 43.74 | 66.44 | | counter | 51.83 | 70.11 | | sand | 57.72 | 87.02 | | sink | 85.73 | 91.65 | | skyscraper | 41.4 | 49.49 | | fireplace | 79.23 | 90.41 | | refrigerator | 83.47 | 90.33 | | grandstand | 55.4 | 80.16 | | path | 29.95 | 40.54 | | stairs | 28.16 | 33.62 | | runway | 73.67 | 93.02 | | case | 58.76 | 85.02 | | pool table | 94.74 | 97.27 | | pillow | 65.19 | 74.52 | | screen door | 74.87 | 88.38 | | stairway | 43.99 | 68.8 | | river | 14.9 | 24.47 | | bridge | 79.31 | 86.81 | | bookcase | 46.61 | 59.77 | | blind | 41.46 | 50.16 | | coffee table | 70.32 | 84.37 | | toilet | 89.46 | 92.72 | | flower | 42.61 | 66.76 | | book | 59.41 | 76.79 | | hill | 7.18 | 12.54 | | bench | 63.69 | 74.83 | | countertop | 66.6 | 83.36 | | stove | 84.73 | 88.62 | | palm | 58.12 | 83.17 | | kitchen island | 48.62 | 80.4 | | computer | 81.84 | 89.21 | | swivel chair | 49.48 | 80.46 | | boat | 71.07 | 90.08 | | bar | 59.68 | 75.03 | | arcade machine | 55.65 | 84.94 | | hovel | 14.46 | 15.01 | | bus | 93.72 | 95.97 | | towel | 78.79 | 91.83 | | light | 60.22 | 77.78 | | truck | 45.19 | 69.59 | | tower | 19.35 | 35.86 | | chandelier | 74.5 | 85.25 | | awning | 37.82 | 59.4 | | streetlight | 45.71 | 64.51 | | booth | 48.44 | 86.64 | | television receiver | 86.91 | 92.55 | | airplane | 70.14 | 75.14 | | dirt track | 6.6 | 32.3 | | apparel | 37.15 | 54.01 | | pole | 41.88 | 54.86 | | land | 1.09 | 2.17 | | bannister | 22.48 | 33.26 | | escalator | 52.74 | 75.35 | | ottoman | 51.21 | 75.0 | | bottle | 45.86 | 63.58 | | buffet | 51.86 | 70.11 | | poster | 32.35 | 56.84 | | stage | 31.8 | 49.69 | | van | 40.69 | 61.36 | | ship | 54.98 | 58.9 | | fountain | 41.09 | 41.88 | | conveyer belt | 82.49 | 94.97 | | canopy | 51.98 | 72.81 | | washer | 89.32 | 94.6 | | plaything | 53.98 | 74.78 | | swimming pool | 58.37 | 73.49 | | stool | 52.05 | 77.05 | | barrel | 75.72 | 97.92 | | basket | 40.61 | 59.4 | | waterfall | 47.54 | 51.62 | | tent | 87.25 | 97.94 | | bag | 20.14 | 24.67 | | minibike | 74.3 | 91.89 | | cradle | 86.49 | 97.75 | | oven | 62.44 | 80.08 | | ball | 62.63 | 75.13 | | food | 67.63 | 77.85 | | step | 23.57 | 30.87 | | tank | 60.51 | 64.68 | | trade name | 24.96 | 30.32 | | microwave | 88.76 | 96.24 | | pot | 55.8 | 68.95 | | animal | 56.87 | 57.72 | | bicycle | 58.47 | 75.65 | | lake | 42.37 | 63.72 | | dishwasher | 68.54 | 82.94 | | screen | 63.75 | 96.31 | | blanket | 34.32 | 40.21 | | sculpture | 73.14 | 85.57 | | hood | 64.27 | 74.93 | | sconce | 61.76 | 75.44 | | vase | 51.91 | 74.14 | | traffic light | 45.45 | 69.56 | | tray | 25.66 | 34.74 | | ashcan | 54.39 | 70.72 | | fan | 72.72 | 84.51 | | pier | 36.27 | 39.87 | | crt screen | 7.01 | 23.78 | | plate | 61.89 | 81.65 | | monitor | 2.29 | 2.68 | | bulletin board | 43.53 | 62.81 | | shower | 19.68 | 27.71 | | radiator | 65.65 | 86.47 | | glass | 25.85 | 29.9 | | clock | 56.67 | 76.23 | | flag | 71.75 | 82.16 | +---------------------+-------+-------+ 2022-04-26 20:07:39,899 - mmseg - INFO - Summary: 2022-04-26 20:07:39,900 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 86.01 | 57.41 | 71.41 | +-------+-------+-------+ 2022-04-26 20:07:39,906 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 20:07:39,906 - mmseg - INFO - Iter(val) [250] aAcc: 0.8601, mIoU: 0.5741, mAcc: 0.7141, IoU.wall: 0.8151, IoU.building: 0.8428, IoU.sky: 0.9513, IoU.floor: 0.8485, IoU.tree: 0.7781, IoU.ceiling: 0.8715, IoU.road: 0.8757, IoU.bed : 0.9213, IoU.windowpane: 0.6602, IoU.grass: 0.6932, IoU.cabinet: 0.6273, IoU.sidewalk: 0.7256, IoU.person: 0.8686, IoU.earth: 0.4129, IoU.door: 0.5830, IoU.table: 0.7083, IoU.mountain: 0.6228, IoU.plant: 0.5275, IoU.curtain: 0.7888, IoU.chair: 0.6693, IoU.car: 0.8766, IoU.water: 0.6915, IoU.painting: 0.7543, IoU.sofa: 0.8159, IoU.shelf: 0.5144, IoU.house: 0.5346, IoU.sea: 0.7780, IoU.mirror: 0.7988, IoU.rug: 0.6951, IoU.field: 0.3027, IoU.armchair: 0.6168, IoU.seat: 0.6527, IoU.fence: 0.4882, IoU.desk: 0.5714, IoU.rock: 0.5530, IoU.wardrobe: 0.5220, IoU.lamp: 0.7680, IoU.bathtub: 0.8180, IoU.railing: 0.3884, IoU.cushion: 0.6813, IoU.base: 0.4105, IoU.box: 0.3450, IoU.column: 0.5575, IoU.signboard: 0.4244, IoU.chest of drawers: 0.4374, IoU.counter: 0.5183, IoU.sand: 0.5772, IoU.sink: 0.8573, IoU.skyscraper: 0.4140, IoU.fireplace: 0.7923, IoU.refrigerator: 0.8347, IoU.grandstand: 0.5540, IoU.path: 0.2995, IoU.stairs: 0.2816, IoU.runway: 0.7367, IoU.case: 0.5876, IoU.pool table: 0.9474, IoU.pillow: 0.6519, IoU.screen door: 0.7487, IoU.stairway: 0.4399, IoU.river: 0.1490, IoU.bridge: 0.7931, IoU.bookcase: 0.4661, IoU.blind: 0.4146, IoU.coffee table: 0.7032, IoU.toilet: 0.8946, IoU.flower: 0.4261, IoU.book: 0.5941, IoU.hill: 0.0718, IoU.bench: 0.6369, IoU.countertop: 0.6660, IoU.stove: 0.8473, IoU.palm: 0.5812, IoU.kitchen island: 0.4862, IoU.computer: 0.8184, IoU.swivel chair: 0.4948, IoU.boat: 0.7107, IoU.bar: 0.5968, IoU.arcade machine: 0.5565, IoU.hovel: 0.1446, IoU.bus: 0.9372, IoU.towel: 0.7879, IoU.light: 0.6022, IoU.truck: 0.4519, IoU.tower: 0.1935, IoU.chandelier: 0.7450, IoU.awning: 0.3782, IoU.streetlight: 0.4571, IoU.booth: 0.4844, IoU.television receiver: 0.8691, IoU.airplane: 0.7014, IoU.dirt track: 0.0660, IoU.apparel: 0.3715, IoU.pole: 0.4188, IoU.land: 0.0109, IoU.bannister: 0.2248, IoU.escalator: 0.5274, IoU.ottoman: 0.5121, IoU.bottle: 0.4586, IoU.buffet: 0.5186, IoU.poster: 0.3235, IoU.stage: 0.3180, IoU.van: 0.4069, IoU.ship: 0.5498, IoU.fountain: 0.4109, IoU.conveyer belt: 0.8249, IoU.canopy: 0.5198, IoU.washer: 0.8932, IoU.plaything: 0.5398, IoU.swimming pool: 0.5837, IoU.stool: 0.5205, IoU.barrel: 0.7572, IoU.basket: 0.4061, IoU.waterfall: 0.4754, IoU.tent: 0.8725, IoU.bag: 0.2014, IoU.minibike: 0.7430, IoU.cradle: 0.8649, IoU.oven: 0.6244, IoU.ball: 0.6263, IoU.food: 0.6763, IoU.step: 0.2357, IoU.tank: 0.6051, IoU.trade name: 0.2496, IoU.microwave: 0.8876, IoU.pot: 0.5580, IoU.animal: 0.5687, IoU.bicycle: 0.5847, IoU.lake: 0.4237, IoU.dishwasher: 0.6854, IoU.screen: 0.6375, IoU.blanket: 0.3432, IoU.sculpture: 0.7314, IoU.hood: 0.6427, IoU.sconce: 0.6176, IoU.vase: 0.5191, IoU.traffic light: 0.4545, IoU.tray: 0.2566, IoU.ashcan: 0.5439, IoU.fan: 0.7272, IoU.pier: 0.3627, IoU.crt screen: 0.0701, IoU.plate: 0.6189, IoU.monitor: 0.0229, IoU.bulletin board: 0.4353, IoU.shower: 0.1968, IoU.radiator: 0.6565, IoU.glass: 0.2585, IoU.clock: 0.5667, IoU.flag: 0.7175, Acc.wall: 0.8816, Acc.building: 0.9255, Acc.sky: 0.9722, Acc.floor: 0.9245, Acc.tree: 0.8991, Acc.ceiling: 0.9348, Acc.road: 0.9252, Acc.bed : 0.9638, Acc.windowpane: 0.8032, Acc.grass: 0.8626, Acc.cabinet: 0.7256, Acc.sidewalk: 0.8514, Acc.person: 0.9413, Acc.earth: 0.5246, Acc.door: 0.7626, Acc.table: 0.8248, Acc.mountain: 0.7667, Acc.plant: 0.6801, Acc.curtain: 0.8919, Acc.chair: 0.7498, Acc.car: 0.9223, Acc.water: 0.8304, Acc.painting: 0.9041, Acc.sofa: 0.8905, Acc.shelf: 0.6761, Acc.house: 0.7039, Acc.sea: 0.9086, Acc.mirror: 0.8749, Acc.rug: 0.8195, Acc.field: 0.4066, Acc.armchair: 0.8517, Acc.seat: 0.8742, Acc.fence: 0.6584, Acc.desk: 0.7549, Acc.rock: 0.8803, Acc.wardrobe: 0.8217, Acc.lamp: 0.8817, Acc.bathtub: 0.8622, Acc.railing: 0.6458, Acc.cushion: 0.8391, Acc.base: 0.5248, Acc.box: 0.4740, Acc.column: 0.6828, Acc.signboard: 0.5923, Acc.chest of drawers: 0.6644, Acc.counter: 0.7011, Acc.sand: 0.8702, Acc.sink: 0.9165, Acc.skyscraper: 0.4949, Acc.fireplace: 0.9041, Acc.refrigerator: 0.9033, Acc.grandstand: 0.8016, Acc.path: 0.4054, Acc.stairs: 0.3362, Acc.runway: 0.9302, Acc.case: 0.8502, Acc.pool table: 0.9727, Acc.pillow: 0.7452, Acc.screen door: 0.8838, Acc.stairway: 0.6880, Acc.river: 0.2447, Acc.bridge: 0.8681, Acc.bookcase: 0.5977, Acc.blind: 0.5016, Acc.coffee table: 0.8437, Acc.toilet: 0.9272, Acc.flower: 0.6676, Acc.book: 0.7679, Acc.hill: 0.1254, Acc.bench: 0.7483, Acc.countertop: 0.8336, Acc.stove: 0.8862, Acc.palm: 0.8317, Acc.kitchen island: 0.8040, Acc.computer: 0.8921, Acc.swivel chair: 0.8046, Acc.boat: 0.9008, Acc.bar: 0.7503, Acc.arcade machine: 0.8494, Acc.hovel: 0.1501, Acc.bus: 0.9597, Acc.towel: 0.9183, Acc.light: 0.7778, Acc.truck: 0.6959, Acc.tower: 0.3586, Acc.chandelier: 0.8525, Acc.awning: 0.5940, Acc.streetlight: 0.6451, Acc.booth: 0.8664, Acc.television receiver: 0.9255, Acc.airplane: 0.7514, Acc.dirt track: 0.3230, Acc.apparel: 0.5401, Acc.pole: 0.5486, Acc.land: 0.0217, Acc.bannister: 0.3326, Acc.escalator: 0.7535, Acc.ottoman: 0.7500, Acc.bottle: 0.6358, Acc.buffet: 0.7011, Acc.poster: 0.5684, Acc.stage: 0.4969, Acc.van: 0.6136, Acc.ship: 0.5890, Acc.fountain: 0.4188, Acc.conveyer belt: 0.9497, Acc.canopy: 0.7281, Acc.washer: 0.9460, Acc.plaything: 0.7478, Acc.swimming pool: 0.7349, Acc.stool: 0.7705, Acc.barrel: 0.9792, Acc.basket: 0.5940, Acc.waterfall: 0.5162, Acc.tent: 0.9794, Acc.bag: 0.2467, Acc.minibike: 0.9189, Acc.cradle: 0.9775, Acc.oven: 0.8008, Acc.ball: 0.7513, Acc.food: 0.7785, Acc.step: 0.3087, Acc.tank: 0.6468, Acc.trade name: 0.3032, Acc.microwave: 0.9624, Acc.pot: 0.6895, Acc.animal: 0.5772, Acc.bicycle: 0.7565, Acc.lake: 0.6372, Acc.dishwasher: 0.8294, Acc.screen: 0.9631, Acc.blanket: 0.4021, Acc.sculpture: 0.8557, Acc.hood: 0.7493, Acc.sconce: 0.7544, Acc.vase: 0.7414, Acc.traffic light: 0.6956, Acc.tray: 0.3474, Acc.ashcan: 0.7072, Acc.fan: 0.8451, Acc.pier: 0.3987, Acc.crt screen: 0.2378, Acc.plate: 0.8165, Acc.monitor: 0.0268, Acc.bulletin board: 0.6281, Acc.shower: 0.2771, Acc.radiator: 0.8647, Acc.glass: 0.2990, Acc.clock: 0.7623, Acc.flag: 0.8216 2022-04-26 20:08:33,483 - mmseg - INFO - Iter [64050/160000] lr: 8.610e-07, eta: 1 day, 5:14:22, time: 2.745, data_time: 1.688, memory: 64049, decode.loss_cls: 0.3352, decode.loss_mask: 0.5282, decode.loss_dice: 0.8196, decode.d0.loss_cls: 2.1560, decode.d0.loss_mask: 0.5755, decode.d0.loss_dice: 0.9527, decode.d1.loss_cls: 0.4289, decode.d1.loss_mask: 0.5472, decode.d1.loss_dice: 0.8739, decode.d2.loss_cls: 0.3769, decode.d2.loss_mask: 0.5350, decode.d2.loss_dice: 0.8415, decode.d3.loss_cls: 0.3546, decode.d3.loss_mask: 0.5315, decode.d3.loss_dice: 0.8243, decode.d4.loss_cls: 0.3362, decode.d4.loss_mask: 0.5308, decode.d4.loss_dice: 0.8252, decode.d5.loss_cls: 0.3327, decode.d5.loss_mask: 0.5313, decode.d5.loss_dice: 0.8291, decode.d6.loss_cls: 0.3308, decode.d6.loss_mask: 0.5288, decode.d6.loss_dice: 0.8198, decode.d7.loss_cls: 0.3331, decode.d7.loss_mask: 0.5280, decode.d7.loss_dice: 0.8177, decode.d8.loss_cls: 0.3297, decode.d8.loss_mask: 0.5264, decode.d8.loss_dice: 0.8169, loss: 19.0976 2022-04-26 20:09:27,359 - mmseg - INFO - Iter [64100/160000] lr: 8.606e-07, eta: 1 day, 5:13:25, time: 1.077, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3648, decode.loss_mask: 0.5392, decode.loss_dice: 0.8286, decode.d0.loss_cls: 2.1445, decode.d0.loss_mask: 0.5882, decode.d0.loss_dice: 0.9639, decode.d1.loss_cls: 0.4690, decode.d1.loss_mask: 0.5626, decode.d1.loss_dice: 0.8878, decode.d2.loss_cls: 0.4116, decode.d2.loss_mask: 0.5504, decode.d2.loss_dice: 0.8595, decode.d3.loss_cls: 0.3873, decode.d3.loss_mask: 0.5433, decode.d3.loss_dice: 0.8443, decode.d4.loss_cls: 0.3714, decode.d4.loss_mask: 0.5420, decode.d4.loss_dice: 0.8406, decode.d5.loss_cls: 0.3670, decode.d5.loss_mask: 0.5433, decode.d5.loss_dice: 0.8388, decode.d6.loss_cls: 0.3617, decode.d6.loss_mask: 0.5413, decode.d6.loss_dice: 0.8360, decode.d7.loss_cls: 0.3673, decode.d7.loss_mask: 0.5396, decode.d7.loss_dice: 0.8278, decode.d8.loss_cls: 0.3597, decode.d8.loss_mask: 0.5387, decode.d8.loss_dice: 0.8290, loss: 19.6494 2022-04-26 20:10:20,899 - mmseg - INFO - Iter [64150/160000] lr: 8.601e-07, eta: 1 day, 5:12:28, time: 1.071, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3421, decode.loss_mask: 0.5396, decode.loss_dice: 0.8236, decode.d0.loss_cls: 2.1419, decode.d0.loss_mask: 0.5902, decode.d0.loss_dice: 0.9626, decode.d1.loss_cls: 0.4397, decode.d1.loss_mask: 0.5561, decode.d1.loss_dice: 0.8737, decode.d2.loss_cls: 0.3852, decode.d2.loss_mask: 0.5536, decode.d2.loss_dice: 0.8460, decode.d3.loss_cls: 0.3668, decode.d3.loss_mask: 0.5456, decode.d3.loss_dice: 0.8277, decode.d4.loss_cls: 0.3533, decode.d4.loss_mask: 0.5418, decode.d4.loss_dice: 0.8217, decode.d5.loss_cls: 0.3569, decode.d5.loss_mask: 0.5429, decode.d5.loss_dice: 0.8208, decode.d6.loss_cls: 0.3504, decode.d6.loss_mask: 0.5424, decode.d6.loss_dice: 0.8201, decode.d7.loss_cls: 0.3431, decode.d7.loss_mask: 0.5412, decode.d7.loss_dice: 0.8238, decode.d8.loss_cls: 0.3502, decode.d8.loss_mask: 0.5398, decode.d8.loss_dice: 0.8220, loss: 19.3649 2022-04-26 20:11:13,751 - mmseg - INFO - Iter [64200/160000] lr: 8.597e-07, eta: 1 day, 5:11:31, time: 1.057, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3704, decode.loss_mask: 0.5294, decode.loss_dice: 0.8307, decode.d0.loss_cls: 2.1539, decode.d0.loss_mask: 0.5755, decode.d0.loss_dice: 0.9608, decode.d1.loss_cls: 0.4778, decode.d1.loss_mask: 0.5516, decode.d1.loss_dice: 0.8841, decode.d2.loss_cls: 0.4258, decode.d2.loss_mask: 0.5396, decode.d2.loss_dice: 0.8521, decode.d3.loss_cls: 0.4015, decode.d3.loss_mask: 0.5347, decode.d3.loss_dice: 0.8355, decode.d4.loss_cls: 0.3851, decode.d4.loss_mask: 0.5334, decode.d4.loss_dice: 0.8380, decode.d5.loss_cls: 0.3758, decode.d5.loss_mask: 0.5324, decode.d5.loss_dice: 0.8351, decode.d6.loss_cls: 0.3720, decode.d6.loss_mask: 0.5299, decode.d6.loss_dice: 0.8308, decode.d7.loss_cls: 0.3729, decode.d7.loss_mask: 0.5284, decode.d7.loss_dice: 0.8287, decode.d8.loss_cls: 0.3698, decode.d8.loss_mask: 0.5307, decode.d8.loss_dice: 0.8306, loss: 19.6170 2022-04-26 20:12:06,752 - mmseg - INFO - Iter [64250/160000] lr: 8.592e-07, eta: 1 day, 5:10:33, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3524, decode.loss_mask: 0.5497, decode.loss_dice: 0.8307, decode.d0.loss_cls: 2.1403, decode.d0.loss_mask: 0.5965, decode.d0.loss_dice: 0.9640, decode.d1.loss_cls: 0.4498, decode.d1.loss_mask: 0.5680, decode.d1.loss_dice: 0.8855, decode.d2.loss_cls: 0.3983, decode.d2.loss_mask: 0.5563, decode.d2.loss_dice: 0.8539, decode.d3.loss_cls: 0.3717, decode.d3.loss_mask: 0.5497, decode.d3.loss_dice: 0.8351, decode.d4.loss_cls: 0.3623, decode.d4.loss_mask: 0.5481, decode.d4.loss_dice: 0.8362, decode.d5.loss_cls: 0.3580, decode.d5.loss_mask: 0.5489, decode.d5.loss_dice: 0.8345, decode.d6.loss_cls: 0.3536, decode.d6.loss_mask: 0.5485, decode.d6.loss_dice: 0.8319, decode.d7.loss_cls: 0.3479, decode.d7.loss_mask: 0.5488, decode.d7.loss_dice: 0.8322, decode.d8.loss_cls: 0.3528, decode.d8.loss_mask: 0.5457, decode.d8.loss_dice: 0.8364, loss: 19.5876 2022-04-26 20:13:00,517 - mmseg - INFO - Iter [64300/160000] lr: 8.588e-07, eta: 1 day, 5:09:36, time: 1.075, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3450, decode.loss_mask: 0.5272, decode.loss_dice: 0.8367, decode.d0.loss_cls: 2.1396, decode.d0.loss_mask: 0.5755, decode.d0.loss_dice: 0.9618, decode.d1.loss_cls: 0.4515, decode.d1.loss_mask: 0.5477, decode.d1.loss_dice: 0.8848, decode.d2.loss_cls: 0.3976, decode.d2.loss_mask: 0.5360, decode.d2.loss_dice: 0.8585, decode.d3.loss_cls: 0.3702, decode.d3.loss_mask: 0.5309, decode.d3.loss_dice: 0.8450, decode.d4.loss_cls: 0.3603, decode.d4.loss_mask: 0.5279, decode.d4.loss_dice: 0.8468, decode.d5.loss_cls: 0.3569, decode.d5.loss_mask: 0.5282, decode.d5.loss_dice: 0.8392, decode.d6.loss_cls: 0.3483, decode.d6.loss_mask: 0.5272, decode.d6.loss_dice: 0.8356, decode.d7.loss_cls: 0.3505, decode.d7.loss_mask: 0.5271, decode.d7.loss_dice: 0.8347, decode.d8.loss_cls: 0.3540, decode.d8.loss_mask: 0.5262, decode.d8.loss_dice: 0.8360, loss: 19.4070 2022-04-26 20:13:53,912 - mmseg - INFO - Iter [64350/160000] lr: 8.583e-07, eta: 1 day, 5:08:39, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3777, decode.loss_mask: 0.5183, decode.loss_dice: 0.8071, decode.d0.loss_cls: 2.1830, decode.d0.loss_mask: 0.5681, decode.d0.loss_dice: 0.9510, decode.d1.loss_cls: 0.4801, decode.d1.loss_mask: 0.5396, decode.d1.loss_dice: 0.8628, decode.d2.loss_cls: 0.4216, decode.d2.loss_mask: 0.5273, decode.d2.loss_dice: 0.8312, decode.d3.loss_cls: 0.4008, decode.d3.loss_mask: 0.5216, decode.d3.loss_dice: 0.8174, decode.d4.loss_cls: 0.3908, decode.d4.loss_mask: 0.5214, decode.d4.loss_dice: 0.8093, decode.d5.loss_cls: 0.3888, decode.d5.loss_mask: 0.5190, decode.d5.loss_dice: 0.8113, decode.d6.loss_cls: 0.3854, decode.d6.loss_mask: 0.5180, decode.d6.loss_dice: 0.8047, decode.d7.loss_cls: 0.3801, decode.d7.loss_mask: 0.5183, decode.d7.loss_dice: 0.8055, decode.d8.loss_cls: 0.3795, decode.d8.loss_mask: 0.5204, decode.d8.loss_dice: 0.8072, loss: 19.3677 2022-04-26 20:14:47,016 - mmseg - INFO - Iter [64400/160000] lr: 8.579e-07, eta: 1 day, 5:07:42, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3816, decode.loss_mask: 0.5242, decode.loss_dice: 0.8158, decode.d0.loss_cls: 2.1690, decode.d0.loss_mask: 0.5705, decode.d0.loss_dice: 0.9488, decode.d1.loss_cls: 0.4834, decode.d1.loss_mask: 0.5454, decode.d1.loss_dice: 0.8719, decode.d2.loss_cls: 0.4280, decode.d2.loss_mask: 0.5362, decode.d2.loss_dice: 0.8480, decode.d3.loss_cls: 0.4006, decode.d3.loss_mask: 0.5302, decode.d3.loss_dice: 0.8291, decode.d4.loss_cls: 0.3994, decode.d4.loss_mask: 0.5281, decode.d4.loss_dice: 0.8280, decode.d5.loss_cls: 0.3861, decode.d5.loss_mask: 0.5271, decode.d5.loss_dice: 0.8265, decode.d6.loss_cls: 0.3826, decode.d6.loss_mask: 0.5271, decode.d6.loss_dice: 0.8195, decode.d7.loss_cls: 0.3862, decode.d7.loss_mask: 0.5242, decode.d7.loss_dice: 0.8151, decode.d8.loss_cls: 0.3785, decode.d8.loss_mask: 0.5255, decode.d8.loss_dice: 0.8179, loss: 19.5546 2022-04-26 20:15:42,970 - mmseg - INFO - Iter [64450/160000] lr: 8.574e-07, eta: 1 day, 5:06:49, time: 1.119, data_time: 0.061, memory: 64049, decode.loss_cls: 0.3459, decode.loss_mask: 0.5252, decode.loss_dice: 0.7887, decode.d0.loss_cls: 2.1250, decode.d0.loss_mask: 0.5708, decode.d0.loss_dice: 0.9332, decode.d1.loss_cls: 0.4500, decode.d1.loss_mask: 0.5472, decode.d1.loss_dice: 0.8511, decode.d2.loss_cls: 0.4006, decode.d2.loss_mask: 0.5370, decode.d2.loss_dice: 0.8236, decode.d3.loss_cls: 0.3717, decode.d3.loss_mask: 0.5310, decode.d3.loss_dice: 0.8034, decode.d4.loss_cls: 0.3558, decode.d4.loss_mask: 0.5337, decode.d4.loss_dice: 0.8026, decode.d5.loss_cls: 0.3577, decode.d5.loss_mask: 0.5313, decode.d5.loss_dice: 0.8038, decode.d6.loss_cls: 0.3458, decode.d6.loss_mask: 0.5299, decode.d6.loss_dice: 0.7958, decode.d7.loss_cls: 0.3473, decode.d7.loss_mask: 0.5284, decode.d7.loss_dice: 0.7923, decode.d8.loss_cls: 0.3427, decode.d8.loss_mask: 0.5279, decode.d8.loss_dice: 0.7960, loss: 18.9953 2022-04-26 20:16:37,349 - mmseg - INFO - Iter [64500/160000] lr: 8.570e-07, eta: 1 day, 5:05:53, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3553, decode.loss_mask: 0.5534, decode.loss_dice: 0.8367, decode.d0.loss_cls: 2.1950, decode.d0.loss_mask: 0.6011, decode.d0.loss_dice: 0.9681, decode.d1.loss_cls: 0.4598, decode.d1.loss_mask: 0.5711, decode.d1.loss_dice: 0.8889, decode.d2.loss_cls: 0.4006, decode.d2.loss_mask: 0.5588, decode.d2.loss_dice: 0.8587, decode.d3.loss_cls: 0.3830, decode.d3.loss_mask: 0.5567, decode.d3.loss_dice: 0.8458, decode.d4.loss_cls: 0.3711, decode.d4.loss_mask: 0.5515, decode.d4.loss_dice: 0.8422, decode.d5.loss_cls: 0.3598, decode.d5.loss_mask: 0.5533, decode.d5.loss_dice: 0.8393, decode.d6.loss_cls: 0.3624, decode.d6.loss_mask: 0.5525, decode.d6.loss_dice: 0.8300, decode.d7.loss_cls: 0.3588, decode.d7.loss_mask: 0.5513, decode.d7.loss_dice: 0.8327, decode.d8.loss_cls: 0.3541, decode.d8.loss_mask: 0.5529, decode.d8.loss_dice: 0.8357, loss: 19.7805 2022-04-26 20:17:30,341 - mmseg - INFO - Iter [64550/160000] lr: 8.566e-07, eta: 1 day, 5:04:56, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3221, decode.loss_mask: 0.5204, decode.loss_dice: 0.8164, decode.d0.loss_cls: 2.1703, decode.d0.loss_mask: 0.5615, decode.d0.loss_dice: 0.9473, decode.d1.loss_cls: 0.4255, decode.d1.loss_mask: 0.5375, decode.d1.loss_dice: 0.8647, decode.d2.loss_cls: 0.3724, decode.d2.loss_mask: 0.5284, decode.d2.loss_dice: 0.8391, decode.d3.loss_cls: 0.3525, decode.d3.loss_mask: 0.5233, decode.d3.loss_dice: 0.8240, decode.d4.loss_cls: 0.3354, decode.d4.loss_mask: 0.5247, decode.d4.loss_dice: 0.8206, decode.d5.loss_cls: 0.3322, decode.d5.loss_mask: 0.5252, decode.d5.loss_dice: 0.8200, decode.d6.loss_cls: 0.3298, decode.d6.loss_mask: 0.5226, decode.d6.loss_dice: 0.8145, decode.d7.loss_cls: 0.3254, decode.d7.loss_mask: 0.5210, decode.d7.loss_dice: 0.8132, decode.d8.loss_cls: 0.3294, decode.d8.loss_mask: 0.5195, decode.d8.loss_dice: 0.8155, loss: 18.9546 2022-04-26 20:18:22,875 - mmseg - INFO - Iter [64600/160000] lr: 8.561e-07, eta: 1 day, 5:03:57, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3552, decode.loss_mask: 0.5404, decode.loss_dice: 0.8415, decode.d0.loss_cls: 2.1562, decode.d0.loss_mask: 0.5906, decode.d0.loss_dice: 0.9837, decode.d1.loss_cls: 0.4428, decode.d1.loss_mask: 0.5619, decode.d1.loss_dice: 0.8948, decode.d2.loss_cls: 0.4042, decode.d2.loss_mask: 0.5533, decode.d2.loss_dice: 0.8627, decode.d3.loss_cls: 0.3852, decode.d3.loss_mask: 0.5451, decode.d3.loss_dice: 0.8503, decode.d4.loss_cls: 0.3732, decode.d4.loss_mask: 0.5416, decode.d4.loss_dice: 0.8501, decode.d5.loss_cls: 0.3730, decode.d5.loss_mask: 0.5403, decode.d5.loss_dice: 0.8455, decode.d6.loss_cls: 0.3644, decode.d6.loss_mask: 0.5370, decode.d6.loss_dice: 0.8394, decode.d7.loss_cls: 0.3654, decode.d7.loss_mask: 0.5383, decode.d7.loss_dice: 0.8406, decode.d8.loss_cls: 0.3609, decode.d8.loss_mask: 0.5378, decode.d8.loss_dice: 0.8379, loss: 19.7130 2022-04-26 20:19:16,571 - mmseg - INFO - Iter [64650/160000] lr: 8.557e-07, eta: 1 day, 5:03:01, time: 1.074, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3344, decode.loss_mask: 0.5305, decode.loss_dice: 0.8194, decode.d0.loss_cls: 2.1282, decode.d0.loss_mask: 0.5687, decode.d0.loss_dice: 0.9452, decode.d1.loss_cls: 0.4455, decode.d1.loss_mask: 0.5451, decode.d1.loss_dice: 0.8694, decode.d2.loss_cls: 0.3739, decode.d2.loss_mask: 0.5396, decode.d2.loss_dice: 0.8466, decode.d3.loss_cls: 0.3563, decode.d3.loss_mask: 0.5385, decode.d3.loss_dice: 0.8308, decode.d4.loss_cls: 0.3501, decode.d4.loss_mask: 0.5346, decode.d4.loss_dice: 0.8277, decode.d5.loss_cls: 0.3466, decode.d5.loss_mask: 0.5320, decode.d5.loss_dice: 0.8288, decode.d6.loss_cls: 0.3409, decode.d6.loss_mask: 0.5306, decode.d6.loss_dice: 0.8221, decode.d7.loss_cls: 0.3303, decode.d7.loss_mask: 0.5318, decode.d7.loss_dice: 0.8217, decode.d8.loss_cls: 0.3311, decode.d8.loss_mask: 0.5321, decode.d8.loss_dice: 0.8208, loss: 19.1530 2022-04-26 20:20:09,367 - mmseg - INFO - Iter [64700/160000] lr: 8.552e-07, eta: 1 day, 5:02:03, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3502, decode.loss_mask: 0.5500, decode.loss_dice: 0.8283, decode.d0.loss_cls: 2.1604, decode.d0.loss_mask: 0.5993, decode.d0.loss_dice: 0.9616, decode.d1.loss_cls: 0.4590, decode.d1.loss_mask: 0.5710, decode.d1.loss_dice: 0.8777, decode.d2.loss_cls: 0.4038, decode.d2.loss_mask: 0.5574, decode.d2.loss_dice: 0.8481, decode.d3.loss_cls: 0.3705, decode.d3.loss_mask: 0.5548, decode.d3.loss_dice: 0.8346, decode.d4.loss_cls: 0.3682, decode.d4.loss_mask: 0.5546, decode.d4.loss_dice: 0.8357, decode.d5.loss_cls: 0.3582, decode.d5.loss_mask: 0.5526, decode.d5.loss_dice: 0.8298, decode.d6.loss_cls: 0.3558, decode.d6.loss_mask: 0.5505, decode.d6.loss_dice: 0.8214, decode.d7.loss_cls: 0.3500, decode.d7.loss_mask: 0.5512, decode.d7.loss_dice: 0.8284, decode.d8.loss_cls: 0.3477, decode.d8.loss_mask: 0.5515, decode.d8.loss_dice: 0.8262, loss: 19.6084 2022-04-26 20:21:02,040 - mmseg - INFO - Iter [64750/160000] lr: 8.548e-07, eta: 1 day, 5:01:05, time: 1.053, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3590, decode.loss_mask: 0.5391, decode.loss_dice: 0.8273, decode.d0.loss_cls: 2.1854, decode.d0.loss_mask: 0.5854, decode.d0.loss_dice: 0.9569, decode.d1.loss_cls: 0.4798, decode.d1.loss_mask: 0.5594, decode.d1.loss_dice: 0.8765, decode.d2.loss_cls: 0.4190, decode.d2.loss_mask: 0.5490, decode.d2.loss_dice: 0.8546, decode.d3.loss_cls: 0.3973, decode.d3.loss_mask: 0.5433, decode.d3.loss_dice: 0.8359, decode.d4.loss_cls: 0.3891, decode.d4.loss_mask: 0.5379, decode.d4.loss_dice: 0.8350, decode.d5.loss_cls: 0.3742, decode.d5.loss_mask: 0.5402, decode.d5.loss_dice: 0.8342, decode.d6.loss_cls: 0.3604, decode.d6.loss_mask: 0.5399, decode.d6.loss_dice: 0.8248, decode.d7.loss_cls: 0.3608, decode.d7.loss_mask: 0.5379, decode.d7.loss_dice: 0.8315, decode.d8.loss_cls: 0.3594, decode.d8.loss_mask: 0.5386, decode.d8.loss_dice: 0.8280, loss: 19.6599 2022-04-26 20:21:54,944 - mmseg - INFO - Iter [64800/160000] lr: 8.543e-07, eta: 1 day, 5:00:07, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3415, decode.loss_mask: 0.5335, decode.loss_dice: 0.8238, decode.d0.loss_cls: 2.0878, decode.d0.loss_mask: 0.5847, decode.d0.loss_dice: 0.9545, decode.d1.loss_cls: 0.4548, decode.d1.loss_mask: 0.5485, decode.d1.loss_dice: 0.8711, decode.d2.loss_cls: 0.3825, decode.d2.loss_mask: 0.5403, decode.d2.loss_dice: 0.8404, decode.d3.loss_cls: 0.3632, decode.d3.loss_mask: 0.5346, decode.d3.loss_dice: 0.8287, decode.d4.loss_cls: 0.3528, decode.d4.loss_mask: 0.5363, decode.d4.loss_dice: 0.8290, decode.d5.loss_cls: 0.3477, decode.d5.loss_mask: 0.5344, decode.d5.loss_dice: 0.8226, decode.d6.loss_cls: 0.3447, decode.d6.loss_mask: 0.5312, decode.d6.loss_dice: 0.8214, decode.d7.loss_cls: 0.3384, decode.d7.loss_mask: 0.5318, decode.d7.loss_dice: 0.8222, decode.d8.loss_cls: 0.3419, decode.d8.loss_mask: 0.5329, decode.d8.loss_dice: 0.8266, loss: 19.2039 2022-04-26 20:22:49,458 - mmseg - INFO - Iter [64850/160000] lr: 8.539e-07, eta: 1 day, 4:59:12, time: 1.090, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3389, decode.loss_mask: 0.5186, decode.loss_dice: 0.8167, decode.d0.loss_cls: 2.1240, decode.d0.loss_mask: 0.5600, decode.d0.loss_dice: 0.9377, decode.d1.loss_cls: 0.4493, decode.d1.loss_mask: 0.5353, decode.d1.loss_dice: 0.8655, decode.d2.loss_cls: 0.3878, decode.d2.loss_mask: 0.5248, decode.d2.loss_dice: 0.8456, decode.d3.loss_cls: 0.3644, decode.d3.loss_mask: 0.5204, decode.d3.loss_dice: 0.8313, decode.d4.loss_cls: 0.3586, decode.d4.loss_mask: 0.5199, decode.d4.loss_dice: 0.8306, decode.d5.loss_cls: 0.3498, decode.d5.loss_mask: 0.5183, decode.d5.loss_dice: 0.8255, decode.d6.loss_cls: 0.3432, decode.d6.loss_mask: 0.5197, decode.d6.loss_dice: 0.8239, decode.d7.loss_cls: 0.3425, decode.d7.loss_mask: 0.5180, decode.d7.loss_dice: 0.8202, decode.d8.loss_cls: 0.3361, decode.d8.loss_mask: 0.5178, decode.d8.loss_dice: 0.8195, loss: 19.0639 2022-04-26 20:23:44,074 - mmseg - INFO - Iter [64900/160000] lr: 8.534e-07, eta: 1 day, 4:58:17, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3657, decode.loss_mask: 0.5219, decode.loss_dice: 0.8001, decode.d0.loss_cls: 2.1031, decode.d0.loss_mask: 0.5788, decode.d0.loss_dice: 0.9401, decode.d1.loss_cls: 0.4575, decode.d1.loss_mask: 0.5500, decode.d1.loss_dice: 0.8590, decode.d2.loss_cls: 0.4109, decode.d2.loss_mask: 0.5329, decode.d2.loss_dice: 0.8351, decode.d3.loss_cls: 0.3800, decode.d3.loss_mask: 0.5287, decode.d3.loss_dice: 0.8161, decode.d4.loss_cls: 0.3663, decode.d4.loss_mask: 0.5292, decode.d4.loss_dice: 0.8124, decode.d5.loss_cls: 0.3617, decode.d5.loss_mask: 0.5264, decode.d5.loss_dice: 0.8132, decode.d6.loss_cls: 0.3622, decode.d6.loss_mask: 0.5253, decode.d6.loss_dice: 0.8052, decode.d7.loss_cls: 0.3685, decode.d7.loss_mask: 0.5233, decode.d7.loss_dice: 0.8058, decode.d8.loss_cls: 0.3652, decode.d8.loss_mask: 0.5214, decode.d8.loss_dice: 0.8038, loss: 19.1696 2022-04-26 20:24:37,511 - mmseg - INFO - Iter [64950/160000] lr: 8.530e-07, eta: 1 day, 4:57:20, time: 1.069, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3708, decode.loss_mask: 0.5325, decode.loss_dice: 0.8139, decode.d0.loss_cls: 2.2020, decode.d0.loss_mask: 0.5770, decode.d0.loss_dice: 0.9568, decode.d1.loss_cls: 0.4793, decode.d1.loss_mask: 0.5526, decode.d1.loss_dice: 0.8724, decode.d2.loss_cls: 0.4205, decode.d2.loss_mask: 0.5403, decode.d2.loss_dice: 0.8488, decode.d3.loss_cls: 0.3963, decode.d3.loss_mask: 0.5345, decode.d3.loss_dice: 0.8244, decode.d4.loss_cls: 0.3825, decode.d4.loss_mask: 0.5330, decode.d4.loss_dice: 0.8195, decode.d5.loss_cls: 0.3735, decode.d5.loss_mask: 0.5313, decode.d5.loss_dice: 0.8245, decode.d6.loss_cls: 0.3774, decode.d6.loss_mask: 0.5334, decode.d6.loss_dice: 0.8141, decode.d7.loss_cls: 0.3691, decode.d7.loss_mask: 0.5325, decode.d7.loss_dice: 0.8168, decode.d8.loss_cls: 0.3699, decode.d8.loss_mask: 0.5346, decode.d8.loss_dice: 0.8210, loss: 19.5552 2022-04-26 20:25:30,581 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 20:25:30,589 - mmseg - INFO - Iter [65000/160000] lr: 8.525e-07, eta: 1 day, 4:56:23, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3440, decode.loss_mask: 0.5531, decode.loss_dice: 0.8363, decode.d0.loss_cls: 2.1275, decode.d0.loss_mask: 0.6057, decode.d0.loss_dice: 0.9659, decode.d1.loss_cls: 0.4364, decode.d1.loss_mask: 0.5757, decode.d1.loss_dice: 0.8941, decode.d2.loss_cls: 0.3977, decode.d2.loss_mask: 0.5618, decode.d2.loss_dice: 0.8641, decode.d3.loss_cls: 0.3726, decode.d3.loss_mask: 0.5560, decode.d3.loss_dice: 0.8468, decode.d4.loss_cls: 0.3652, decode.d4.loss_mask: 0.5540, decode.d4.loss_dice: 0.8461, decode.d5.loss_cls: 0.3623, decode.d5.loss_mask: 0.5546, decode.d5.loss_dice: 0.8395, decode.d6.loss_cls: 0.3466, decode.d6.loss_mask: 0.5550, decode.d6.loss_dice: 0.8368, decode.d7.loss_cls: 0.3446, decode.d7.loss_mask: 0.5537, decode.d7.loss_dice: 0.8357, decode.d8.loss_cls: 0.3495, decode.d8.loss_mask: 0.5505, decode.d8.loss_dice: 0.8366, loss: 19.6683 2022-04-26 20:26:24,748 - mmseg - INFO - Iter [65050/160000] lr: 8.521e-07, eta: 1 day, 4:55:27, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3400, decode.loss_mask: 0.5158, decode.loss_dice: 0.8255, decode.d0.loss_cls: 2.1359, decode.d0.loss_mask: 0.5555, decode.d0.loss_dice: 0.9543, decode.d1.loss_cls: 0.4526, decode.d1.loss_mask: 0.5307, decode.d1.loss_dice: 0.8757, decode.d2.loss_cls: 0.3958, decode.d2.loss_mask: 0.5216, decode.d2.loss_dice: 0.8486, decode.d3.loss_cls: 0.3707, decode.d3.loss_mask: 0.5168, decode.d3.loss_dice: 0.8303, decode.d4.loss_cls: 0.3607, decode.d4.loss_mask: 0.5159, decode.d4.loss_dice: 0.8278, decode.d5.loss_cls: 0.3531, decode.d5.loss_mask: 0.5149, decode.d5.loss_dice: 0.8282, decode.d6.loss_cls: 0.3504, decode.d6.loss_mask: 0.5153, decode.d6.loss_dice: 0.8287, decode.d7.loss_cls: 0.3456, decode.d7.loss_mask: 0.5155, decode.d7.loss_dice: 0.8314, decode.d8.loss_cls: 0.3476, decode.d8.loss_mask: 0.5138, decode.d8.loss_dice: 0.8249, loss: 19.1437 2022-04-26 20:27:18,139 - mmseg - INFO - Iter [65100/160000] lr: 8.516e-07, eta: 1 day, 4:54:30, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3416, decode.loss_mask: 0.5303, decode.loss_dice: 0.8304, decode.d0.loss_cls: 2.2239, decode.d0.loss_mask: 0.5886, decode.d0.loss_dice: 0.9663, decode.d1.loss_cls: 0.4565, decode.d1.loss_mask: 0.5471, decode.d1.loss_dice: 0.8829, decode.d2.loss_cls: 0.3859, decode.d2.loss_mask: 0.5396, decode.d2.loss_dice: 0.8551, decode.d3.loss_cls: 0.3687, decode.d3.loss_mask: 0.5312, decode.d3.loss_dice: 0.8369, decode.d4.loss_cls: 0.3521, decode.d4.loss_mask: 0.5312, decode.d4.loss_dice: 0.8361, decode.d5.loss_cls: 0.3546, decode.d5.loss_mask: 0.5310, decode.d5.loss_dice: 0.8332, decode.d6.loss_cls: 0.3470, decode.d6.loss_mask: 0.5308, decode.d6.loss_dice: 0.8214, decode.d7.loss_cls: 0.3424, decode.d7.loss_mask: 0.5311, decode.d7.loss_dice: 0.8266, decode.d8.loss_cls: 0.3422, decode.d8.loss_mask: 0.5307, decode.d8.loss_dice: 0.8284, loss: 19.4236 2022-04-26 20:28:11,327 - mmseg - INFO - Iter [65150/160000] lr: 8.512e-07, eta: 1 day, 4:53:33, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3216, decode.loss_mask: 0.5154, decode.loss_dice: 0.8022, decode.d0.loss_cls: 2.1354, decode.d0.loss_mask: 0.5615, decode.d0.loss_dice: 0.9391, decode.d1.loss_cls: 0.4363, decode.d1.loss_mask: 0.5356, decode.d1.loss_dice: 0.8536, decode.d2.loss_cls: 0.3767, decode.d2.loss_mask: 0.5223, decode.d2.loss_dice: 0.8299, decode.d3.loss_cls: 0.3387, decode.d3.loss_mask: 0.5169, decode.d3.loss_dice: 0.8205, decode.d4.loss_cls: 0.3317, decode.d4.loss_mask: 0.5167, decode.d4.loss_dice: 0.8106, decode.d5.loss_cls: 0.3302, decode.d5.loss_mask: 0.5133, decode.d5.loss_dice: 0.8104, decode.d6.loss_cls: 0.3290, decode.d6.loss_mask: 0.5143, decode.d6.loss_dice: 0.8017, decode.d7.loss_cls: 0.3274, decode.d7.loss_mask: 0.5144, decode.d7.loss_dice: 0.8015, decode.d8.loss_cls: 0.3210, decode.d8.loss_mask: 0.5137, decode.d8.loss_dice: 0.8043, loss: 18.7460 2022-04-26 20:29:03,719 - mmseg - INFO - Iter [65200/160000] lr: 8.507e-07, eta: 1 day, 4:52:34, time: 1.048, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3512, decode.loss_mask: 0.5413, decode.loss_dice: 0.8179, decode.d0.loss_cls: 2.1257, decode.d0.loss_mask: 0.5818, decode.d0.loss_dice: 0.9373, decode.d1.loss_cls: 0.4488, decode.d1.loss_mask: 0.5566, decode.d1.loss_dice: 0.8666, decode.d2.loss_cls: 0.4035, decode.d2.loss_mask: 0.5423, decode.d2.loss_dice: 0.8393, decode.d3.loss_cls: 0.3755, decode.d3.loss_mask: 0.5385, decode.d3.loss_dice: 0.8204, decode.d4.loss_cls: 0.3639, decode.d4.loss_mask: 0.5386, decode.d4.loss_dice: 0.8195, decode.d5.loss_cls: 0.3626, decode.d5.loss_mask: 0.5378, decode.d5.loss_dice: 0.8186, decode.d6.loss_cls: 0.3546, decode.d6.loss_mask: 0.5395, decode.d6.loss_dice: 0.8160, decode.d7.loss_cls: 0.3510, decode.d7.loss_mask: 0.5408, decode.d7.loss_dice: 0.8177, decode.d8.loss_cls: 0.3501, decode.d8.loss_mask: 0.5404, decode.d8.loss_dice: 0.8147, loss: 19.3124 2022-04-26 20:29:57,560 - mmseg - INFO - Iter [65250/160000] lr: 8.503e-07, eta: 1 day, 4:51:38, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3347, decode.loss_mask: 0.5506, decode.loss_dice: 0.8190, decode.d0.loss_cls: 2.1095, decode.d0.loss_mask: 0.5994, decode.d0.loss_dice: 0.9472, decode.d1.loss_cls: 0.4362, decode.d1.loss_mask: 0.5669, decode.d1.loss_dice: 0.8687, decode.d2.loss_cls: 0.3856, decode.d2.loss_mask: 0.5592, decode.d2.loss_dice: 0.8399, decode.d3.loss_cls: 0.3543, decode.d3.loss_mask: 0.5565, decode.d3.loss_dice: 0.8285, decode.d4.loss_cls: 0.3431, decode.d4.loss_mask: 0.5528, decode.d4.loss_dice: 0.8247, decode.d5.loss_cls: 0.3376, decode.d5.loss_mask: 0.5522, decode.d5.loss_dice: 0.8232, decode.d6.loss_cls: 0.3346, decode.d6.loss_mask: 0.5522, decode.d6.loss_dice: 0.8183, decode.d7.loss_cls: 0.3326, decode.d7.loss_mask: 0.5521, decode.d7.loss_dice: 0.8205, decode.d8.loss_cls: 0.3267, decode.d8.loss_mask: 0.5525, decode.d8.loss_dice: 0.8189, loss: 19.2981 2022-04-26 20:30:50,942 - mmseg - INFO - Iter [65300/160000] lr: 8.498e-07, eta: 1 day, 4:50:41, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3292, decode.loss_mask: 0.5173, decode.loss_dice: 0.8104, decode.d0.loss_cls: 2.1208, decode.d0.loss_mask: 0.5620, decode.d0.loss_dice: 0.9319, decode.d1.loss_cls: 0.4435, decode.d1.loss_mask: 0.5326, decode.d1.loss_dice: 0.8517, decode.d2.loss_cls: 0.3854, decode.d2.loss_mask: 0.5277, decode.d2.loss_dice: 0.8243, decode.d3.loss_cls: 0.3569, decode.d3.loss_mask: 0.5213, decode.d3.loss_dice: 0.8123, decode.d4.loss_cls: 0.3494, decode.d4.loss_mask: 0.5198, decode.d4.loss_dice: 0.8122, decode.d5.loss_cls: 0.3371, decode.d5.loss_mask: 0.5182, decode.d5.loss_dice: 0.8149, decode.d6.loss_cls: 0.3318, decode.d6.loss_mask: 0.5155, decode.d6.loss_dice: 0.8090, decode.d7.loss_cls: 0.3349, decode.d7.loss_mask: 0.5167, decode.d7.loss_dice: 0.8107, decode.d8.loss_cls: 0.3298, decode.d8.loss_mask: 0.5174, decode.d8.loss_dice: 0.8111, loss: 18.8555 2022-04-26 20:31:44,343 - mmseg - INFO - Iter [65350/160000] lr: 8.494e-07, eta: 1 day, 4:49:44, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3490, decode.loss_mask: 0.5312, decode.loss_dice: 0.8069, decode.d0.loss_cls: 2.1615, decode.d0.loss_mask: 0.5782, decode.d0.loss_dice: 0.9385, decode.d1.loss_cls: 0.4398, decode.d1.loss_mask: 0.5463, decode.d1.loss_dice: 0.8633, decode.d2.loss_cls: 0.3901, decode.d2.loss_mask: 0.5395, decode.d2.loss_dice: 0.8372, decode.d3.loss_cls: 0.3612, decode.d3.loss_mask: 0.5339, decode.d3.loss_dice: 0.8161, decode.d4.loss_cls: 0.3535, decode.d4.loss_mask: 0.5350, decode.d4.loss_dice: 0.8185, decode.d5.loss_cls: 0.3624, decode.d5.loss_mask: 0.5330, decode.d5.loss_dice: 0.8137, decode.d6.loss_cls: 0.3504, decode.d6.loss_mask: 0.5317, decode.d6.loss_dice: 0.8099, decode.d7.loss_cls: 0.3441, decode.d7.loss_mask: 0.5321, decode.d7.loss_dice: 0.8084, decode.d8.loss_cls: 0.3525, decode.d8.loss_mask: 0.5315, decode.d8.loss_dice: 0.8049, loss: 19.1742 2022-04-26 20:32:38,321 - mmseg - INFO - Iter [65400/160000] lr: 8.489e-07, eta: 1 day, 4:48:48, time: 1.082, data_time: 0.017, memory: 64049, decode.loss_cls: 0.3599, decode.loss_mask: 0.5228, decode.loss_dice: 0.7893, decode.d0.loss_cls: 2.1132, decode.d0.loss_mask: 0.5774, decode.d0.loss_dice: 0.9260, decode.d1.loss_cls: 0.4496, decode.d1.loss_mask: 0.5490, decode.d1.loss_dice: 0.8450, decode.d2.loss_cls: 0.3907, decode.d2.loss_mask: 0.5377, decode.d2.loss_dice: 0.8127, decode.d3.loss_cls: 0.3763, decode.d3.loss_mask: 0.5298, decode.d3.loss_dice: 0.7997, decode.d4.loss_cls: 0.3760, decode.d4.loss_mask: 0.5287, decode.d4.loss_dice: 0.7957, decode.d5.loss_cls: 0.3680, decode.d5.loss_mask: 0.5250, decode.d5.loss_dice: 0.7952, decode.d6.loss_cls: 0.3597, decode.d6.loss_mask: 0.5259, decode.d6.loss_dice: 0.7877, decode.d7.loss_cls: 0.3607, decode.d7.loss_mask: 0.5250, decode.d7.loss_dice: 0.7938, decode.d8.loss_cls: 0.3582, decode.d8.loss_mask: 0.5256, decode.d8.loss_dice: 0.7910, loss: 18.9951 2022-04-26 20:33:31,536 - mmseg - INFO - Iter [65450/160000] lr: 8.485e-07, eta: 1 day, 4:47:51, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3517, decode.loss_mask: 0.5335, decode.loss_dice: 0.8213, decode.d0.loss_cls: 2.1490, decode.d0.loss_mask: 0.5854, decode.d0.loss_dice: 0.9606, decode.d1.loss_cls: 0.4411, decode.d1.loss_mask: 0.5564, decode.d1.loss_dice: 0.8813, decode.d2.loss_cls: 0.4032, decode.d2.loss_mask: 0.5423, decode.d2.loss_dice: 0.8455, decode.d3.loss_cls: 0.3747, decode.d3.loss_mask: 0.5367, decode.d3.loss_dice: 0.8298, decode.d4.loss_cls: 0.3664, decode.d4.loss_mask: 0.5382, decode.d4.loss_dice: 0.8313, decode.d5.loss_cls: 0.3575, decode.d5.loss_mask: 0.5360, decode.d5.loss_dice: 0.8273, decode.d6.loss_cls: 0.3562, decode.d6.loss_mask: 0.5345, decode.d6.loss_dice: 0.8251, decode.d7.loss_cls: 0.3484, decode.d7.loss_mask: 0.5332, decode.d7.loss_dice: 0.8245, decode.d8.loss_cls: 0.3574, decode.d8.loss_mask: 0.5339, decode.d8.loss_dice: 0.8167, loss: 19.3991 2022-04-26 20:34:25,342 - mmseg - INFO - Iter [65500/160000] lr: 8.480e-07, eta: 1 day, 4:46:55, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3321, decode.loss_mask: 0.5472, decode.loss_dice: 0.8119, decode.d0.loss_cls: 2.1239, decode.d0.loss_mask: 0.5995, decode.d0.loss_dice: 0.9339, decode.d1.loss_cls: 0.4360, decode.d1.loss_mask: 0.5672, decode.d1.loss_dice: 0.8665, decode.d2.loss_cls: 0.3753, decode.d2.loss_mask: 0.5599, decode.d2.loss_dice: 0.8448, decode.d3.loss_cls: 0.3572, decode.d3.loss_mask: 0.5535, decode.d3.loss_dice: 0.8233, decode.d4.loss_cls: 0.3427, decode.d4.loss_mask: 0.5527, decode.d4.loss_dice: 0.8221, decode.d5.loss_cls: 0.3405, decode.d5.loss_mask: 0.5514, decode.d5.loss_dice: 0.8218, decode.d6.loss_cls: 0.3404, decode.d6.loss_mask: 0.5482, decode.d6.loss_dice: 0.8120, decode.d7.loss_cls: 0.3315, decode.d7.loss_mask: 0.5480, decode.d7.loss_dice: 0.8132, decode.d8.loss_cls: 0.3338, decode.d8.loss_mask: 0.5486, decode.d8.loss_dice: 0.8122, loss: 19.2513 2022-04-26 20:35:18,175 - mmseg - INFO - Iter [65550/160000] lr: 8.476e-07, eta: 1 day, 4:45:57, time: 1.057, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3501, decode.loss_mask: 0.5250, decode.loss_dice: 0.8311, decode.d0.loss_cls: 2.1010, decode.d0.loss_mask: 0.5725, decode.d0.loss_dice: 0.9604, decode.d1.loss_cls: 0.4468, decode.d1.loss_mask: 0.5394, decode.d1.loss_dice: 0.8799, decode.d2.loss_cls: 0.3961, decode.d2.loss_mask: 0.5309, decode.d2.loss_dice: 0.8545, decode.d3.loss_cls: 0.3719, decode.d3.loss_mask: 0.5258, decode.d3.loss_dice: 0.8374, decode.d4.loss_cls: 0.3529, decode.d4.loss_mask: 0.5255, decode.d4.loss_dice: 0.8342, decode.d5.loss_cls: 0.3533, decode.d5.loss_mask: 0.5239, decode.d5.loss_dice: 0.8346, decode.d6.loss_cls: 0.3476, decode.d6.loss_mask: 0.5227, decode.d6.loss_dice: 0.8280, decode.d7.loss_cls: 0.3400, decode.d7.loss_mask: 0.5254, decode.d7.loss_dice: 0.8313, decode.d8.loss_cls: 0.3446, decode.d8.loss_mask: 0.5268, decode.d8.loss_dice: 0.8332, loss: 19.2468 2022-04-26 20:36:10,768 - mmseg - INFO - Iter [65600/160000] lr: 8.471e-07, eta: 1 day, 4:44:59, time: 1.050, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3400, decode.loss_mask: 0.5303, decode.loss_dice: 0.8296, decode.d0.loss_cls: 2.1578, decode.d0.loss_mask: 0.5742, decode.d0.loss_dice: 0.9546, decode.d1.loss_cls: 0.4401, decode.d1.loss_mask: 0.5545, decode.d1.loss_dice: 0.8773, decode.d2.loss_cls: 0.3892, decode.d2.loss_mask: 0.5434, decode.d2.loss_dice: 0.8538, decode.d3.loss_cls: 0.3708, decode.d3.loss_mask: 0.5361, decode.d3.loss_dice: 0.8362, decode.d4.loss_cls: 0.3570, decode.d4.loss_mask: 0.5341, decode.d4.loss_dice: 0.8355, decode.d5.loss_cls: 0.3527, decode.d5.loss_mask: 0.5351, decode.d5.loss_dice: 0.8415, decode.d6.loss_cls: 0.3438, decode.d6.loss_mask: 0.5326, decode.d6.loss_dice: 0.8293, decode.d7.loss_cls: 0.3436, decode.d7.loss_mask: 0.5311, decode.d7.loss_dice: 0.8318, decode.d8.loss_cls: 0.3355, decode.d8.loss_mask: 0.5312, decode.d8.loss_dice: 0.8342, loss: 19.3570 2022-04-26 20:37:03,892 - mmseg - INFO - Iter [65650/160000] lr: 8.467e-07, eta: 1 day, 4:44:02, time: 1.063, data_time: 0.017, memory: 64049, decode.loss_cls: 0.3537, decode.loss_mask: 0.5434, decode.loss_dice: 0.8133, decode.d0.loss_cls: 2.1138, decode.d0.loss_mask: 0.5944, decode.d0.loss_dice: 0.9453, decode.d1.loss_cls: 0.4439, decode.d1.loss_mask: 0.5665, decode.d1.loss_dice: 0.8697, decode.d2.loss_cls: 0.3960, decode.d2.loss_mask: 0.5568, decode.d2.loss_dice: 0.8370, decode.d3.loss_cls: 0.3812, decode.d3.loss_mask: 0.5476, decode.d3.loss_dice: 0.8135, decode.d4.loss_cls: 0.3700, decode.d4.loss_mask: 0.5480, decode.d4.loss_dice: 0.8177, decode.d5.loss_cls: 0.3648, decode.d5.loss_mask: 0.5480, decode.d5.loss_dice: 0.8176, decode.d6.loss_cls: 0.3645, decode.d6.loss_mask: 0.5434, decode.d6.loss_dice: 0.8119, decode.d7.loss_cls: 0.3547, decode.d7.loss_mask: 0.5458, decode.d7.loss_dice: 0.8116, decode.d8.loss_cls: 0.3608, decode.d8.loss_mask: 0.5439, decode.d8.loss_dice: 0.8133, loss: 19.3922 2022-04-26 20:37:58,603 - mmseg - INFO - Iter [65700/160000] lr: 8.462e-07, eta: 1 day, 4:43:07, time: 1.096, data_time: 0.066, memory: 64049, decode.loss_cls: 0.3446, decode.loss_mask: 0.5274, decode.loss_dice: 0.8026, decode.d0.loss_cls: 2.1401, decode.d0.loss_mask: 0.5761, decode.d0.loss_dice: 0.9422, decode.d1.loss_cls: 0.4465, decode.d1.loss_mask: 0.5488, decode.d1.loss_dice: 0.8570, decode.d2.loss_cls: 0.3905, decode.d2.loss_mask: 0.5357, decode.d2.loss_dice: 0.8257, decode.d3.loss_cls: 0.3587, decode.d3.loss_mask: 0.5310, decode.d3.loss_dice: 0.8095, decode.d4.loss_cls: 0.3570, decode.d4.loss_mask: 0.5289, decode.d4.loss_dice: 0.8089, decode.d5.loss_cls: 0.3548, decode.d5.loss_mask: 0.5263, decode.d5.loss_dice: 0.8036, decode.d6.loss_cls: 0.3463, decode.d6.loss_mask: 0.5240, decode.d6.loss_dice: 0.8022, decode.d7.loss_cls: 0.3423, decode.d7.loss_mask: 0.5268, decode.d7.loss_dice: 0.8036, decode.d8.loss_cls: 0.3431, decode.d8.loss_mask: 0.5286, decode.d8.loss_dice: 0.8015, loss: 19.0343 2022-04-26 20:38:51,210 - mmseg - INFO - Iter [65750/160000] lr: 8.458e-07, eta: 1 day, 4:42:09, time: 1.052, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3258, decode.loss_mask: 0.5178, decode.loss_dice: 0.7946, decode.d0.loss_cls: 2.1484, decode.d0.loss_mask: 0.5683, decode.d0.loss_dice: 0.9273, decode.d1.loss_cls: 0.4323, decode.d1.loss_mask: 0.5388, decode.d1.loss_dice: 0.8521, decode.d2.loss_cls: 0.3794, decode.d2.loss_mask: 0.5314, decode.d2.loss_dice: 0.8244, decode.d3.loss_cls: 0.3546, decode.d3.loss_mask: 0.5227, decode.d3.loss_dice: 0.8096, decode.d4.loss_cls: 0.3501, decode.d4.loss_mask: 0.5212, decode.d4.loss_dice: 0.8052, decode.d5.loss_cls: 0.3386, decode.d5.loss_mask: 0.5236, decode.d5.loss_dice: 0.8048, decode.d6.loss_cls: 0.3357, decode.d6.loss_mask: 0.5188, decode.d6.loss_dice: 0.7976, decode.d7.loss_cls: 0.3288, decode.d7.loss_mask: 0.5167, decode.d7.loss_dice: 0.8000, decode.d8.loss_cls: 0.3319, decode.d8.loss_mask: 0.5177, decode.d8.loss_dice: 0.7958, loss: 18.8137 2022-04-26 20:39:43,864 - mmseg - INFO - Iter [65800/160000] lr: 8.453e-07, eta: 1 day, 4:41:11, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3286, decode.loss_mask: 0.5203, decode.loss_dice: 0.7893, decode.d0.loss_cls: 2.0608, decode.d0.loss_mask: 0.5631, decode.d0.loss_dice: 0.9158, decode.d1.loss_cls: 0.4268, decode.d1.loss_mask: 0.5400, decode.d1.loss_dice: 0.8402, decode.d2.loss_cls: 0.3799, decode.d2.loss_mask: 0.5297, decode.d2.loss_dice: 0.8126, decode.d3.loss_cls: 0.3545, decode.d3.loss_mask: 0.5198, decode.d3.loss_dice: 0.7973, decode.d4.loss_cls: 0.3357, decode.d4.loss_mask: 0.5216, decode.d4.loss_dice: 0.7977, decode.d5.loss_cls: 0.3422, decode.d5.loss_mask: 0.5211, decode.d5.loss_dice: 0.7946, decode.d6.loss_cls: 0.3329, decode.d6.loss_mask: 0.5200, decode.d6.loss_dice: 0.7927, decode.d7.loss_cls: 0.3301, decode.d7.loss_mask: 0.5184, decode.d7.loss_dice: 0.7923, decode.d8.loss_cls: 0.3248, decode.d8.loss_mask: 0.5194, decode.d8.loss_dice: 0.7928, loss: 18.6152 2022-04-26 20:40:36,828 - mmseg - INFO - Iter [65850/160000] lr: 8.449e-07, eta: 1 day, 4:40:13, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3246, decode.loss_mask: 0.5425, decode.loss_dice: 0.8171, decode.d0.loss_cls: 2.0923, decode.d0.loss_mask: 0.5861, decode.d0.loss_dice: 0.9494, decode.d1.loss_cls: 0.4274, decode.d1.loss_mask: 0.5560, decode.d1.loss_dice: 0.8688, decode.d2.loss_cls: 0.3630, decode.d2.loss_mask: 0.5474, decode.d2.loss_dice: 0.8491, decode.d3.loss_cls: 0.3464, decode.d3.loss_mask: 0.5428, decode.d3.loss_dice: 0.8263, decode.d4.loss_cls: 0.3405, decode.d4.loss_mask: 0.5428, decode.d4.loss_dice: 0.8261, decode.d5.loss_cls: 0.3402, decode.d5.loss_mask: 0.5412, decode.d5.loss_dice: 0.8262, decode.d6.loss_cls: 0.3312, decode.d6.loss_mask: 0.5419, decode.d6.loss_dice: 0.8158, decode.d7.loss_cls: 0.3320, decode.d7.loss_mask: 0.5394, decode.d7.loss_dice: 0.8203, decode.d8.loss_cls: 0.3269, decode.d8.loss_mask: 0.5394, decode.d8.loss_dice: 0.8196, loss: 19.1227 2022-04-26 20:41:29,977 - mmseg - INFO - Iter [65900/160000] lr: 8.444e-07, eta: 1 day, 4:39:16, time: 1.063, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3269, decode.loss_mask: 0.5413, decode.loss_dice: 0.8120, decode.d0.loss_cls: 2.1104, decode.d0.loss_mask: 0.5885, decode.d0.loss_dice: 0.9426, decode.d1.loss_cls: 0.4219, decode.d1.loss_mask: 0.5638, decode.d1.loss_dice: 0.8615, decode.d2.loss_cls: 0.3686, decode.d2.loss_mask: 0.5529, decode.d2.loss_dice: 0.8341, decode.d3.loss_cls: 0.3488, decode.d3.loss_mask: 0.5472, decode.d3.loss_dice: 0.8216, decode.d4.loss_cls: 0.3341, decode.d4.loss_mask: 0.5455, decode.d4.loss_dice: 0.8213, decode.d5.loss_cls: 0.3288, decode.d5.loss_mask: 0.5434, decode.d5.loss_dice: 0.8192, decode.d6.loss_cls: 0.3253, decode.d6.loss_mask: 0.5418, decode.d6.loss_dice: 0.8099, decode.d7.loss_cls: 0.3329, decode.d7.loss_mask: 0.5398, decode.d7.loss_dice: 0.8097, decode.d8.loss_cls: 0.3320, decode.d8.loss_mask: 0.5406, decode.d8.loss_dice: 0.8158, loss: 19.0820 2022-04-26 20:42:22,877 - mmseg - INFO - Iter [65950/160000] lr: 8.440e-07, eta: 1 day, 4:38:19, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3319, decode.loss_mask: 0.5267, decode.loss_dice: 0.8108, decode.d0.loss_cls: 2.1286, decode.d0.loss_mask: 0.5696, decode.d0.loss_dice: 0.9276, decode.d1.loss_cls: 0.4410, decode.d1.loss_mask: 0.5424, decode.d1.loss_dice: 0.8574, decode.d2.loss_cls: 0.3807, decode.d2.loss_mask: 0.5295, decode.d2.loss_dice: 0.8258, decode.d3.loss_cls: 0.3515, decode.d3.loss_mask: 0.5287, decode.d3.loss_dice: 0.8117, decode.d4.loss_cls: 0.3409, decode.d4.loss_mask: 0.5304, decode.d4.loss_dice: 0.8127, decode.d5.loss_cls: 0.3321, decode.d5.loss_mask: 0.5300, decode.d5.loss_dice: 0.8153, decode.d6.loss_cls: 0.3279, decode.d6.loss_mask: 0.5271, decode.d6.loss_dice: 0.8101, decode.d7.loss_cls: 0.3317, decode.d7.loss_mask: 0.5264, decode.d7.loss_dice: 0.8075, decode.d8.loss_cls: 0.3252, decode.d8.loss_mask: 0.5259, decode.d8.loss_dice: 0.8074, loss: 18.9145 2022-04-26 20:43:15,540 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 20:43:15,546 - mmseg - INFO - Iter [66000/160000] lr: 8.435e-07, eta: 1 day, 4:37:21, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3468, decode.loss_mask: 0.5054, decode.loss_dice: 0.8081, decode.d0.loss_cls: 2.1575, decode.d0.loss_mask: 0.5520, decode.d0.loss_dice: 0.9398, decode.d1.loss_cls: 0.4421, decode.d1.loss_mask: 0.5212, decode.d1.loss_dice: 0.8520, decode.d2.loss_cls: 0.3947, decode.d2.loss_mask: 0.5111, decode.d2.loss_dice: 0.8271, decode.d3.loss_cls: 0.3617, decode.d3.loss_mask: 0.5090, decode.d3.loss_dice: 0.8116, decode.d4.loss_cls: 0.3557, decode.d4.loss_mask: 0.5068, decode.d4.loss_dice: 0.8111, decode.d5.loss_cls: 0.3507, decode.d5.loss_mask: 0.5029, decode.d5.loss_dice: 0.8145, decode.d6.loss_cls: 0.3379, decode.d6.loss_mask: 0.5059, decode.d6.loss_dice: 0.8080, decode.d7.loss_cls: 0.3497, decode.d7.loss_mask: 0.5033, decode.d7.loss_dice: 0.8042, decode.d8.loss_cls: 0.3428, decode.d8.loss_mask: 0.5053, decode.d8.loss_dice: 0.8039, loss: 18.8429 2022-04-26 20:44:08,060 - mmseg - INFO - Iter [66050/160000] lr: 8.431e-07, eta: 1 day, 4:36:23, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3299, decode.loss_mask: 0.5168, decode.loss_dice: 0.8054, decode.d0.loss_cls: 2.1595, decode.d0.loss_mask: 0.5630, decode.d0.loss_dice: 0.9413, decode.d1.loss_cls: 0.4306, decode.d1.loss_mask: 0.5367, decode.d1.loss_dice: 0.8573, decode.d2.loss_cls: 0.3825, decode.d2.loss_mask: 0.5267, decode.d2.loss_dice: 0.8262, decode.d3.loss_cls: 0.3617, decode.d3.loss_mask: 0.5195, decode.d3.loss_dice: 0.8201, decode.d4.loss_cls: 0.3540, decode.d4.loss_mask: 0.5155, decode.d4.loss_dice: 0.8091, decode.d5.loss_cls: 0.3469, decode.d5.loss_mask: 0.5161, decode.d5.loss_dice: 0.8099, decode.d6.loss_cls: 0.3374, decode.d6.loss_mask: 0.5181, decode.d6.loss_dice: 0.8048, decode.d7.loss_cls: 0.3321, decode.d7.loss_mask: 0.5169, decode.d7.loss_dice: 0.8067, decode.d8.loss_cls: 0.3331, decode.d8.loss_mask: 0.5172, decode.d8.loss_dice: 0.8027, loss: 18.8976 2022-04-26 20:45:01,236 - mmseg - INFO - Iter [66100/160000] lr: 8.426e-07, eta: 1 day, 4:35:26, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3319, decode.loss_mask: 0.5142, decode.loss_dice: 0.8074, decode.d0.loss_cls: 2.1426, decode.d0.loss_mask: 0.5600, decode.d0.loss_dice: 0.9391, decode.d1.loss_cls: 0.4348, decode.d1.loss_mask: 0.5364, decode.d1.loss_dice: 0.8598, decode.d2.loss_cls: 0.3826, decode.d2.loss_mask: 0.5217, decode.d2.loss_dice: 0.8278, decode.d3.loss_cls: 0.3503, decode.d3.loss_mask: 0.5186, decode.d3.loss_dice: 0.8094, decode.d4.loss_cls: 0.3370, decode.d4.loss_mask: 0.5185, decode.d4.loss_dice: 0.8085, decode.d5.loss_cls: 0.3346, decode.d5.loss_mask: 0.5160, decode.d5.loss_dice: 0.8091, decode.d6.loss_cls: 0.3281, decode.d6.loss_mask: 0.5147, decode.d6.loss_dice: 0.8013, decode.d7.loss_cls: 0.3257, decode.d7.loss_mask: 0.5147, decode.d7.loss_dice: 0.8082, decode.d8.loss_cls: 0.3251, decode.d8.loss_mask: 0.5153, decode.d8.loss_dice: 0.8094, loss: 18.8029 2022-04-26 20:45:54,622 - mmseg - INFO - Iter [66150/160000] lr: 8.422e-07, eta: 1 day, 4:34:29, time: 1.068, data_time: 0.013, memory: 64049, decode.loss_cls: 0.3443, decode.loss_mask: 0.5254, decode.loss_dice: 0.8200, decode.d0.loss_cls: 2.1652, decode.d0.loss_mask: 0.5682, decode.d0.loss_dice: 0.9507, decode.d1.loss_cls: 0.4497, decode.d1.loss_mask: 0.5435, decode.d1.loss_dice: 0.8718, decode.d2.loss_cls: 0.3937, decode.d2.loss_mask: 0.5334, decode.d2.loss_dice: 0.8436, decode.d3.loss_cls: 0.3594, decode.d3.loss_mask: 0.5319, decode.d3.loss_dice: 0.8289, decode.d4.loss_cls: 0.3560, decode.d4.loss_mask: 0.5297, decode.d4.loss_dice: 0.8242, decode.d5.loss_cls: 0.3521, decode.d5.loss_mask: 0.5282, decode.d5.loss_dice: 0.8237, decode.d6.loss_cls: 0.3502, decode.d6.loss_mask: 0.5266, decode.d6.loss_dice: 0.8186, decode.d7.loss_cls: 0.3465, decode.d7.loss_mask: 0.5267, decode.d7.loss_dice: 0.8175, decode.d8.loss_cls: 0.3439, decode.d8.loss_mask: 0.5240, decode.d8.loss_dice: 0.8171, loss: 19.2146 2022-04-26 20:46:47,448 - mmseg - INFO - Iter [66200/160000] lr: 8.417e-07, eta: 1 day, 4:33:31, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3516, decode.loss_mask: 0.5422, decode.loss_dice: 0.8295, decode.d0.loss_cls: 2.1186, decode.d0.loss_mask: 0.5849, decode.d0.loss_dice: 0.9628, decode.d1.loss_cls: 0.4623, decode.d1.loss_mask: 0.5585, decode.d1.loss_dice: 0.8813, decode.d2.loss_cls: 0.4054, decode.d2.loss_mask: 0.5532, decode.d2.loss_dice: 0.8559, decode.d3.loss_cls: 0.3771, decode.d3.loss_mask: 0.5488, decode.d3.loss_dice: 0.8358, decode.d4.loss_cls: 0.3659, decode.d4.loss_mask: 0.5493, decode.d4.loss_dice: 0.8332, decode.d5.loss_cls: 0.3637, decode.d5.loss_mask: 0.5460, decode.d5.loss_dice: 0.8340, decode.d6.loss_cls: 0.3609, decode.d6.loss_mask: 0.5464, decode.d6.loss_dice: 0.8313, decode.d7.loss_cls: 0.3579, decode.d7.loss_mask: 0.5444, decode.d7.loss_dice: 0.8308, decode.d8.loss_cls: 0.3556, decode.d8.loss_mask: 0.5434, decode.d8.loss_dice: 0.8324, loss: 19.5632 2022-04-26 20:47:40,531 - mmseg - INFO - Iter [66250/160000] lr: 8.413e-07, eta: 1 day, 4:32:34, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3389, decode.loss_mask: 0.5153, decode.loss_dice: 0.7861, decode.d0.loss_cls: 2.1074, decode.d0.loss_mask: 0.5636, decode.d0.loss_dice: 0.9216, decode.d1.loss_cls: 0.4399, decode.d1.loss_mask: 0.5363, decode.d1.loss_dice: 0.8362, decode.d2.loss_cls: 0.3910, decode.d2.loss_mask: 0.5285, decode.d2.loss_dice: 0.8116, decode.d3.loss_cls: 0.3570, decode.d3.loss_mask: 0.5208, decode.d3.loss_dice: 0.7945, decode.d4.loss_cls: 0.3355, decode.d4.loss_mask: 0.5216, decode.d4.loss_dice: 0.7981, decode.d5.loss_cls: 0.3410, decode.d5.loss_mask: 0.5189, decode.d5.loss_dice: 0.7915, decode.d6.loss_cls: 0.3396, decode.d6.loss_mask: 0.5206, decode.d6.loss_dice: 0.7873, decode.d7.loss_cls: 0.3355, decode.d7.loss_mask: 0.5198, decode.d7.loss_dice: 0.7869, decode.d8.loss_cls: 0.3346, decode.d8.loss_mask: 0.5179, decode.d8.loss_dice: 0.7883, loss: 18.6859 2022-04-26 20:48:33,571 - mmseg - INFO - Iter [66300/160000] lr: 8.408e-07, eta: 1 day, 4:31:37, time: 1.061, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3327, decode.loss_mask: 0.5304, decode.loss_dice: 0.8170, decode.d0.loss_cls: 2.1114, decode.d0.loss_mask: 0.5820, decode.d0.loss_dice: 0.9587, decode.d1.loss_cls: 0.4453, decode.d1.loss_mask: 0.5503, decode.d1.loss_dice: 0.8694, decode.d2.loss_cls: 0.3908, decode.d2.loss_mask: 0.5419, decode.d2.loss_dice: 0.8428, decode.d3.loss_cls: 0.3634, decode.d3.loss_mask: 0.5363, decode.d3.loss_dice: 0.8262, decode.d4.loss_cls: 0.3460, decode.d4.loss_mask: 0.5335, decode.d4.loss_dice: 0.8288, decode.d5.loss_cls: 0.3394, decode.d5.loss_mask: 0.5334, decode.d5.loss_dice: 0.8225, decode.d6.loss_cls: 0.3331, decode.d6.loss_mask: 0.5308, decode.d6.loss_dice: 0.8157, decode.d7.loss_cls: 0.3292, decode.d7.loss_mask: 0.5312, decode.d7.loss_dice: 0.8158, decode.d8.loss_cls: 0.3287, decode.d8.loss_mask: 0.5303, decode.d8.loss_dice: 0.8177, loss: 19.1346 2022-04-26 20:49:27,380 - mmseg - INFO - Iter [66350/160000] lr: 8.404e-07, eta: 1 day, 4:30:40, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3498, decode.loss_mask: 0.5293, decode.loss_dice: 0.8037, decode.d0.loss_cls: 2.1905, decode.d0.loss_mask: 0.5774, decode.d0.loss_dice: 0.9421, decode.d1.loss_cls: 0.4593, decode.d1.loss_mask: 0.5511, decode.d1.loss_dice: 0.8566, decode.d2.loss_cls: 0.4033, decode.d2.loss_mask: 0.5383, decode.d2.loss_dice: 0.8234, decode.d3.loss_cls: 0.3783, decode.d3.loss_mask: 0.5322, decode.d3.loss_dice: 0.8064, decode.d4.loss_cls: 0.3651, decode.d4.loss_mask: 0.5303, decode.d4.loss_dice: 0.8098, decode.d5.loss_cls: 0.3584, decode.d5.loss_mask: 0.5288, decode.d5.loss_dice: 0.8080, decode.d6.loss_cls: 0.3586, decode.d6.loss_mask: 0.5297, decode.d6.loss_dice: 0.8026, decode.d7.loss_cls: 0.3543, decode.d7.loss_mask: 0.5285, decode.d7.loss_dice: 0.8029, decode.d8.loss_cls: 0.3488, decode.d8.loss_mask: 0.5294, decode.d8.loss_dice: 0.8053, loss: 19.2021 2022-04-26 20:50:21,026 - mmseg - INFO - Iter [66400/160000] lr: 8.399e-07, eta: 1 day, 4:29:44, time: 1.073, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3315, decode.loss_mask: 0.5504, decode.loss_dice: 0.8284, decode.d0.loss_cls: 2.1049, decode.d0.loss_mask: 0.6006, decode.d0.loss_dice: 0.9628, decode.d1.loss_cls: 0.4317, decode.d1.loss_mask: 0.5722, decode.d1.loss_dice: 0.8814, decode.d2.loss_cls: 0.3734, decode.d2.loss_mask: 0.5612, decode.d2.loss_dice: 0.8514, decode.d3.loss_cls: 0.3505, decode.d3.loss_mask: 0.5529, decode.d3.loss_dice: 0.8309, decode.d4.loss_cls: 0.3487, decode.d4.loss_mask: 0.5520, decode.d4.loss_dice: 0.8323, decode.d5.loss_cls: 0.3405, decode.d5.loss_mask: 0.5528, decode.d5.loss_dice: 0.8303, decode.d6.loss_cls: 0.3405, decode.d6.loss_mask: 0.5503, decode.d6.loss_dice: 0.8261, decode.d7.loss_cls: 0.3383, decode.d7.loss_mask: 0.5506, decode.d7.loss_dice: 0.8305, decode.d8.loss_cls: 0.3339, decode.d8.loss_mask: 0.5495, decode.d8.loss_dice: 0.8295, loss: 19.3901 2022-04-26 20:51:13,963 - mmseg - INFO - Iter [66450/160000] lr: 8.395e-07, eta: 1 day, 4:28:47, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3391, decode.loss_mask: 0.5295, decode.loss_dice: 0.8151, decode.d0.loss_cls: 2.1275, decode.d0.loss_mask: 0.5767, decode.d0.loss_dice: 0.9432, decode.d1.loss_cls: 0.4534, decode.d1.loss_mask: 0.5469, decode.d1.loss_dice: 0.8701, decode.d2.loss_cls: 0.3896, decode.d2.loss_mask: 0.5353, decode.d2.loss_dice: 0.8384, decode.d3.loss_cls: 0.3725, decode.d3.loss_mask: 0.5317, decode.d3.loss_dice: 0.8268, decode.d4.loss_cls: 0.3665, decode.d4.loss_mask: 0.5305, decode.d4.loss_dice: 0.8247, decode.d5.loss_cls: 0.3522, decode.d5.loss_mask: 0.5312, decode.d5.loss_dice: 0.8184, decode.d6.loss_cls: 0.3479, decode.d6.loss_mask: 0.5307, decode.d6.loss_dice: 0.8157, decode.d7.loss_cls: 0.3486, decode.d7.loss_mask: 0.5302, decode.d7.loss_dice: 0.8144, decode.d8.loss_cls: 0.3505, decode.d8.loss_mask: 0.5297, decode.d8.loss_dice: 0.8154, loss: 19.2026 2022-04-26 20:52:06,664 - mmseg - INFO - Iter [66500/160000] lr: 8.391e-07, eta: 1 day, 4:27:49, time: 1.054, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3346, decode.loss_mask: 0.5253, decode.loss_dice: 0.8154, decode.d0.loss_cls: 2.0705, decode.d0.loss_mask: 0.5822, decode.d0.loss_dice: 0.9558, decode.d1.loss_cls: 0.4362, decode.d1.loss_mask: 0.5528, decode.d1.loss_dice: 0.8800, decode.d2.loss_cls: 0.3822, decode.d2.loss_mask: 0.5427, decode.d2.loss_dice: 0.8473, decode.d3.loss_cls: 0.3544, decode.d3.loss_mask: 0.5331, decode.d3.loss_dice: 0.8262, decode.d4.loss_cls: 0.3501, decode.d4.loss_mask: 0.5307, decode.d4.loss_dice: 0.8245, decode.d5.loss_cls: 0.3372, decode.d5.loss_mask: 0.5303, decode.d5.loss_dice: 0.8255, decode.d6.loss_cls: 0.3340, decode.d6.loss_mask: 0.5294, decode.d6.loss_dice: 0.8167, decode.d7.loss_cls: 0.3351, decode.d7.loss_mask: 0.5263, decode.d7.loss_dice: 0.8163, decode.d8.loss_cls: 0.3301, decode.d8.loss_mask: 0.5251, decode.d8.loss_dice: 0.8170, loss: 19.0673 2022-04-26 20:52:59,547 - mmseg - INFO - Iter [66550/160000] lr: 8.386e-07, eta: 1 day, 4:26:51, time: 1.058, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3475, decode.loss_mask: 0.5131, decode.loss_dice: 0.8179, decode.d0.loss_cls: 2.1720, decode.d0.loss_mask: 0.5619, decode.d0.loss_dice: 0.9580, decode.d1.loss_cls: 0.4523, decode.d1.loss_mask: 0.5329, decode.d1.loss_dice: 0.8711, decode.d2.loss_cls: 0.3984, decode.d2.loss_mask: 0.5254, decode.d2.loss_dice: 0.8439, decode.d3.loss_cls: 0.3756, decode.d3.loss_mask: 0.5160, decode.d3.loss_dice: 0.8240, decode.d4.loss_cls: 0.3642, decode.d4.loss_mask: 0.5181, decode.d4.loss_dice: 0.8255, decode.d5.loss_cls: 0.3607, decode.d5.loss_mask: 0.5169, decode.d5.loss_dice: 0.8209, decode.d6.loss_cls: 0.3470, decode.d6.loss_mask: 0.5174, decode.d6.loss_dice: 0.8183, decode.d7.loss_cls: 0.3502, decode.d7.loss_mask: 0.5150, decode.d7.loss_dice: 0.8189, decode.d8.loss_cls: 0.3527, decode.d8.loss_mask: 0.5143, decode.d8.loss_dice: 0.8202, loss: 19.1703 2022-04-26 20:53:53,033 - mmseg - INFO - Iter [66600/160000] lr: 8.382e-07, eta: 1 day, 4:25:55, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3349, decode.loss_mask: 0.5051, decode.loss_dice: 0.8068, decode.d0.loss_cls: 2.1436, decode.d0.loss_mask: 0.5537, decode.d0.loss_dice: 0.9447, decode.d1.loss_cls: 0.4347, decode.d1.loss_mask: 0.5249, decode.d1.loss_dice: 0.8662, decode.d2.loss_cls: 0.3839, decode.d2.loss_mask: 0.5129, decode.d2.loss_dice: 0.8322, decode.d3.loss_cls: 0.3666, decode.d3.loss_mask: 0.5043, decode.d3.loss_dice: 0.8131, decode.d4.loss_cls: 0.3609, decode.d4.loss_mask: 0.5015, decode.d4.loss_dice: 0.8094, decode.d5.loss_cls: 0.3392, decode.d5.loss_mask: 0.5011, decode.d5.loss_dice: 0.8137, decode.d6.loss_cls: 0.3362, decode.d6.loss_mask: 0.5001, decode.d6.loss_dice: 0.8071, decode.d7.loss_cls: 0.3387, decode.d7.loss_mask: 0.5007, decode.d7.loss_dice: 0.8084, decode.d8.loss_cls: 0.3368, decode.d8.loss_mask: 0.5043, decode.d8.loss_dice: 0.8079, loss: 18.7938 2022-04-26 20:54:46,367 - mmseg - INFO - Iter [66650/160000] lr: 8.377e-07, eta: 1 day, 4:24:58, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3279, decode.loss_mask: 0.5040, decode.loss_dice: 0.7776, decode.d0.loss_cls: 2.1214, decode.d0.loss_mask: 0.5457, decode.d0.loss_dice: 0.8999, decode.d1.loss_cls: 0.4236, decode.d1.loss_mask: 0.5222, decode.d1.loss_dice: 0.8280, decode.d2.loss_cls: 0.3658, decode.d2.loss_mask: 0.5131, decode.d2.loss_dice: 0.8063, decode.d3.loss_cls: 0.3440, decode.d3.loss_mask: 0.5071, decode.d3.loss_dice: 0.7871, decode.d4.loss_cls: 0.3412, decode.d4.loss_mask: 0.5065, decode.d4.loss_dice: 0.7871, decode.d5.loss_cls: 0.3331, decode.d5.loss_mask: 0.5045, decode.d5.loss_dice: 0.7881, decode.d6.loss_cls: 0.3305, decode.d6.loss_mask: 0.5028, decode.d6.loss_dice: 0.7825, decode.d7.loss_cls: 0.3285, decode.d7.loss_mask: 0.5044, decode.d7.loss_dice: 0.7814, decode.d8.loss_cls: 0.3283, decode.d8.loss_mask: 0.5038, decode.d8.loss_dice: 0.7769, loss: 18.3735 2022-04-26 20:55:38,729 - mmseg - INFO - Iter [66700/160000] lr: 8.373e-07, eta: 1 day, 4:24:00, time: 1.047, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3433, decode.loss_mask: 0.5208, decode.loss_dice: 0.8230, decode.d0.loss_cls: 2.0766, decode.d0.loss_mask: 0.5644, decode.d0.loss_dice: 0.9515, decode.d1.loss_cls: 0.4498, decode.d1.loss_mask: 0.5420, decode.d1.loss_dice: 0.8736, decode.d2.loss_cls: 0.3956, decode.d2.loss_mask: 0.5310, decode.d2.loss_dice: 0.8473, decode.d3.loss_cls: 0.3653, decode.d3.loss_mask: 0.5252, decode.d3.loss_dice: 0.8283, decode.d4.loss_cls: 0.3651, decode.d4.loss_mask: 0.5238, decode.d4.loss_dice: 0.8294, decode.d5.loss_cls: 0.3500, decode.d5.loss_mask: 0.5232, decode.d5.loss_dice: 0.8315, decode.d6.loss_cls: 0.3448, decode.d6.loss_mask: 0.5232, decode.d6.loss_dice: 0.8209, decode.d7.loss_cls: 0.3437, decode.d7.loss_mask: 0.5239, decode.d7.loss_dice: 0.8260, decode.d8.loss_cls: 0.3449, decode.d8.loss_mask: 0.5219, decode.d8.loss_dice: 0.8194, loss: 19.1291 2022-04-26 20:56:31,081 - mmseg - INFO - Iter [66750/160000] lr: 8.368e-07, eta: 1 day, 4:23:01, time: 1.047, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3220, decode.loss_mask: 0.5334, decode.loss_dice: 0.8383, decode.d0.loss_cls: 2.0861, decode.d0.loss_mask: 0.5856, decode.d0.loss_dice: 0.9593, decode.d1.loss_cls: 0.4320, decode.d1.loss_mask: 0.5501, decode.d1.loss_dice: 0.8925, decode.d2.loss_cls: 0.3760, decode.d2.loss_mask: 0.5395, decode.d2.loss_dice: 0.8653, decode.d3.loss_cls: 0.3486, decode.d3.loss_mask: 0.5361, decode.d3.loss_dice: 0.8491, decode.d4.loss_cls: 0.3383, decode.d4.loss_mask: 0.5371, decode.d4.loss_dice: 0.8473, decode.d5.loss_cls: 0.3280, decode.d5.loss_mask: 0.5373, decode.d5.loss_dice: 0.8448, decode.d6.loss_cls: 0.3235, decode.d6.loss_mask: 0.5353, decode.d6.loss_dice: 0.8398, decode.d7.loss_cls: 0.3215, decode.d7.loss_mask: 0.5347, decode.d7.loss_dice: 0.8392, decode.d8.loss_cls: 0.3271, decode.d8.loss_mask: 0.5331, decode.d8.loss_dice: 0.8374, loss: 19.2380 2022-04-26 20:57:24,111 - mmseg - INFO - Iter [66800/160000] lr: 8.364e-07, eta: 1 day, 4:22:04, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3219, decode.loss_mask: 0.5456, decode.loss_dice: 0.8138, decode.d0.loss_cls: 2.1064, decode.d0.loss_mask: 0.5876, decode.d0.loss_dice: 0.9325, decode.d1.loss_cls: 0.4293, decode.d1.loss_mask: 0.5598, decode.d1.loss_dice: 0.8601, decode.d2.loss_cls: 0.3641, decode.d2.loss_mask: 0.5537, decode.d2.loss_dice: 0.8409, decode.d3.loss_cls: 0.3389, decode.d3.loss_mask: 0.5458, decode.d3.loss_dice: 0.8238, decode.d4.loss_cls: 0.3340, decode.d4.loss_mask: 0.5450, decode.d4.loss_dice: 0.8223, decode.d5.loss_cls: 0.3256, decode.d5.loss_mask: 0.5452, decode.d5.loss_dice: 0.8204, decode.d6.loss_cls: 0.3247, decode.d6.loss_mask: 0.5446, decode.d6.loss_dice: 0.8143, decode.d7.loss_cls: 0.3241, decode.d7.loss_mask: 0.5415, decode.d7.loss_dice: 0.8168, decode.d8.loss_cls: 0.3262, decode.d8.loss_mask: 0.5446, decode.d8.loss_dice: 0.8136, loss: 19.0672 2022-04-26 20:58:18,077 - mmseg - INFO - Iter [66850/160000] lr: 8.359e-07, eta: 1 day, 4:21:08, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3539, decode.loss_mask: 0.5470, decode.loss_dice: 0.8225, decode.d0.loss_cls: 2.1053, decode.d0.loss_mask: 0.5951, decode.d0.loss_dice: 0.9464, decode.d1.loss_cls: 0.4467, decode.d1.loss_mask: 0.5701, decode.d1.loss_dice: 0.8690, decode.d2.loss_cls: 0.4019, decode.d2.loss_mask: 0.5574, decode.d2.loss_dice: 0.8426, decode.d3.loss_cls: 0.3759, decode.d3.loss_mask: 0.5523, decode.d3.loss_dice: 0.8279, decode.d4.loss_cls: 0.3680, decode.d4.loss_mask: 0.5500, decode.d4.loss_dice: 0.8249, decode.d5.loss_cls: 0.3537, decode.d5.loss_mask: 0.5512, decode.d5.loss_dice: 0.8268, decode.d6.loss_cls: 0.3579, decode.d6.loss_mask: 0.5463, decode.d6.loss_dice: 0.8194, decode.d7.loss_cls: 0.3517, decode.d7.loss_mask: 0.5484, decode.d7.loss_dice: 0.8254, decode.d8.loss_cls: 0.3598, decode.d8.loss_mask: 0.5466, decode.d8.loss_dice: 0.8197, loss: 19.4639 2022-04-26 20:59:11,571 - mmseg - INFO - Iter [66900/160000] lr: 8.355e-07, eta: 1 day, 4:20:12, time: 1.068, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3419, decode.loss_mask: 0.5435, decode.loss_dice: 0.8283, decode.d0.loss_cls: 2.0680, decode.d0.loss_mask: 0.5925, decode.d0.loss_dice: 0.9466, decode.d1.loss_cls: 0.4394, decode.d1.loss_mask: 0.5642, decode.d1.loss_dice: 0.8737, decode.d2.loss_cls: 0.3809, decode.d2.loss_mask: 0.5545, decode.d2.loss_dice: 0.8428, decode.d3.loss_cls: 0.3547, decode.d3.loss_mask: 0.5482, decode.d3.loss_dice: 0.8312, decode.d4.loss_cls: 0.3439, decode.d4.loss_mask: 0.5474, decode.d4.loss_dice: 0.8325, decode.d5.loss_cls: 0.3350, decode.d5.loss_mask: 0.5469, decode.d5.loss_dice: 0.8328, decode.d6.loss_cls: 0.3366, decode.d6.loss_mask: 0.5453, decode.d6.loss_dice: 0.8273, decode.d7.loss_cls: 0.3428, decode.d7.loss_mask: 0.5441, decode.d7.loss_dice: 0.8245, decode.d8.loss_cls: 0.3385, decode.d8.loss_mask: 0.5410, decode.d8.loss_dice: 0.8252, loss: 19.2742 2022-04-26 21:00:07,794 - mmseg - INFO - Iter [66950/160000] lr: 8.350e-07, eta: 1 day, 4:19:19, time: 1.126, data_time: 0.063, memory: 64049, decode.loss_cls: 0.3211, decode.loss_mask: 0.5264, decode.loss_dice: 0.8125, decode.d0.loss_cls: 2.1250, decode.d0.loss_mask: 0.5666, decode.d0.loss_dice: 0.9370, decode.d1.loss_cls: 0.4105, decode.d1.loss_mask: 0.5429, decode.d1.loss_dice: 0.8580, decode.d2.loss_cls: 0.3663, decode.d2.loss_mask: 0.5353, decode.d2.loss_dice: 0.8237, decode.d3.loss_cls: 0.3482, decode.d3.loss_mask: 0.5296, decode.d3.loss_dice: 0.8151, decode.d4.loss_cls: 0.3324, decode.d4.loss_mask: 0.5296, decode.d4.loss_dice: 0.8119, decode.d5.loss_cls: 0.3245, decode.d5.loss_mask: 0.5257, decode.d5.loss_dice: 0.8116, decode.d6.loss_cls: 0.3233, decode.d6.loss_mask: 0.5278, decode.d6.loss_dice: 0.8077, decode.d7.loss_cls: 0.3223, decode.d7.loss_mask: 0.5251, decode.d7.loss_dice: 0.8086, decode.d8.loss_cls: 0.3170, decode.d8.loss_mask: 0.5267, decode.d8.loss_dice: 0.8090, loss: 18.8213 2022-04-26 21:01:01,285 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 21:01:01,287 - mmseg - INFO - Iter [67000/160000] lr: 8.346e-07, eta: 1 day, 4:18:22, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3317, decode.loss_mask: 0.5128, decode.loss_dice: 0.8054, decode.d0.loss_cls: 2.1359, decode.d0.loss_mask: 0.5583, decode.d0.loss_dice: 0.9352, decode.d1.loss_cls: 0.4394, decode.d1.loss_mask: 0.5308, decode.d1.loss_dice: 0.8580, decode.d2.loss_cls: 0.3847, decode.d2.loss_mask: 0.5224, decode.d2.loss_dice: 0.8364, decode.d3.loss_cls: 0.3572, decode.d3.loss_mask: 0.5170, decode.d3.loss_dice: 0.8128, decode.d4.loss_cls: 0.3501, decode.d4.loss_mask: 0.5167, decode.d4.loss_dice: 0.8159, decode.d5.loss_cls: 0.3404, decode.d5.loss_mask: 0.5134, decode.d5.loss_dice: 0.8138, decode.d6.loss_cls: 0.3324, decode.d6.loss_mask: 0.5124, decode.d6.loss_dice: 0.8062, decode.d7.loss_cls: 0.3305, decode.d7.loss_mask: 0.5155, decode.d7.loss_dice: 0.8063, decode.d8.loss_cls: 0.3311, decode.d8.loss_mask: 0.5152, decode.d8.loss_dice: 0.8077, loss: 18.8455 2022-04-26 21:01:55,068 - mmseg - INFO - Iter [67050/160000] lr: 8.341e-07, eta: 1 day, 4:17:26, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3479, decode.loss_mask: 0.5289, decode.loss_dice: 0.8231, decode.d0.loss_cls: 2.1621, decode.d0.loss_mask: 0.5729, decode.d0.loss_dice: 0.9575, decode.d1.loss_cls: 0.4448, decode.d1.loss_mask: 0.5513, decode.d1.loss_dice: 0.8699, decode.d2.loss_cls: 0.3871, decode.d2.loss_mask: 0.5376, decode.d2.loss_dice: 0.8485, decode.d3.loss_cls: 0.3603, decode.d3.loss_mask: 0.5313, decode.d3.loss_dice: 0.8319, decode.d4.loss_cls: 0.3591, decode.d4.loss_mask: 0.5314, decode.d4.loss_dice: 0.8320, decode.d5.loss_cls: 0.3553, decode.d5.loss_mask: 0.5317, decode.d5.loss_dice: 0.8330, decode.d6.loss_cls: 0.3459, decode.d6.loss_mask: 0.5310, decode.d6.loss_dice: 0.8251, decode.d7.loss_cls: 0.3441, decode.d7.loss_mask: 0.5301, decode.d7.loss_dice: 0.8279, decode.d8.loss_cls: 0.3448, decode.d8.loss_mask: 0.5288, decode.d8.loss_dice: 0.8217, loss: 19.2972 2022-04-26 21:02:48,108 - mmseg - INFO - Iter [67100/160000] lr: 8.337e-07, eta: 1 day, 4:16:29, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3183, decode.loss_mask: 0.5146, decode.loss_dice: 0.8002, decode.d0.loss_cls: 2.1398, decode.d0.loss_mask: 0.5565, decode.d0.loss_dice: 0.9200, decode.d1.loss_cls: 0.4265, decode.d1.loss_mask: 0.5326, decode.d1.loss_dice: 0.8446, decode.d2.loss_cls: 0.3716, decode.d2.loss_mask: 0.5234, decode.d2.loss_dice: 0.8227, decode.d3.loss_cls: 0.3416, decode.d3.loss_mask: 0.5176, decode.d3.loss_dice: 0.8100, decode.d4.loss_cls: 0.3300, decode.d4.loss_mask: 0.5148, decode.d4.loss_dice: 0.8082, decode.d5.loss_cls: 0.3219, decode.d5.loss_mask: 0.5133, decode.d5.loss_dice: 0.8031, decode.d6.loss_cls: 0.3244, decode.d6.loss_mask: 0.5145, decode.d6.loss_dice: 0.7998, decode.d7.loss_cls: 0.3176, decode.d7.loss_mask: 0.5135, decode.d7.loss_dice: 0.7972, decode.d8.loss_cls: 0.3185, decode.d8.loss_mask: 0.5148, decode.d8.loss_dice: 0.7996, loss: 18.6315 2022-04-26 21:03:41,196 - mmseg - INFO - Iter [67150/160000] lr: 8.332e-07, eta: 1 day, 4:15:32, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3347, decode.loss_mask: 0.5321, decode.loss_dice: 0.8135, decode.d0.loss_cls: 2.0744, decode.d0.loss_mask: 0.5855, decode.d0.loss_dice: 0.9406, decode.d1.loss_cls: 0.4320, decode.d1.loss_mask: 0.5553, decode.d1.loss_dice: 0.8712, decode.d2.loss_cls: 0.3765, decode.d2.loss_mask: 0.5401, decode.d2.loss_dice: 0.8395, decode.d3.loss_cls: 0.3663, decode.d3.loss_mask: 0.5355, decode.d3.loss_dice: 0.8200, decode.d4.loss_cls: 0.3462, decode.d4.loss_mask: 0.5390, decode.d4.loss_dice: 0.8232, decode.d5.loss_cls: 0.3420, decode.d5.loss_mask: 0.5387, decode.d5.loss_dice: 0.8168, decode.d6.loss_cls: 0.3404, decode.d6.loss_mask: 0.5339, decode.d6.loss_dice: 0.8131, decode.d7.loss_cls: 0.3380, decode.d7.loss_mask: 0.5338, decode.d7.loss_dice: 0.8106, decode.d8.loss_cls: 0.3397, decode.d8.loss_mask: 0.5335, decode.d8.loss_dice: 0.8151, loss: 19.0811 2022-04-26 21:04:33,362 - mmseg - INFO - Iter [67200/160000] lr: 8.328e-07, eta: 1 day, 4:14:33, time: 1.043, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3355, decode.loss_mask: 0.5495, decode.loss_dice: 0.8423, decode.d0.loss_cls: 2.1031, decode.d0.loss_mask: 0.6004, decode.d0.loss_dice: 0.9580, decode.d1.loss_cls: 0.4446, decode.d1.loss_mask: 0.5666, decode.d1.loss_dice: 0.8895, decode.d2.loss_cls: 0.3798, decode.d2.loss_mask: 0.5544, decode.d2.loss_dice: 0.8544, decode.d3.loss_cls: 0.3508, decode.d3.loss_mask: 0.5503, decode.d3.loss_dice: 0.8454, decode.d4.loss_cls: 0.3432, decode.d4.loss_mask: 0.5496, decode.d4.loss_dice: 0.8428, decode.d5.loss_cls: 0.3350, decode.d5.loss_mask: 0.5517, decode.d5.loss_dice: 0.8450, decode.d6.loss_cls: 0.3301, decode.d6.loss_mask: 0.5484, decode.d6.loss_dice: 0.8409, decode.d7.loss_cls: 0.3303, decode.d7.loss_mask: 0.5481, decode.d7.loss_dice: 0.8455, decode.d8.loss_cls: 0.3293, decode.d8.loss_mask: 0.5499, decode.d8.loss_dice: 0.8443, loss: 19.4589 2022-04-26 21:05:26,588 - mmseg - INFO - Iter [67250/160000] lr: 8.323e-07, eta: 1 day, 4:13:36, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3377, decode.loss_mask: 0.5283, decode.loss_dice: 0.8140, decode.d0.loss_cls: 2.1473, decode.d0.loss_mask: 0.5763, decode.d0.loss_dice: 0.9568, decode.d1.loss_cls: 0.4300, decode.d1.loss_mask: 0.5448, decode.d1.loss_dice: 0.8788, decode.d2.loss_cls: 0.3813, decode.d2.loss_mask: 0.5362, decode.d2.loss_dice: 0.8406, decode.d3.loss_cls: 0.3611, decode.d3.loss_mask: 0.5302, decode.d3.loss_dice: 0.8246, decode.d4.loss_cls: 0.3529, decode.d4.loss_mask: 0.5270, decode.d4.loss_dice: 0.8241, decode.d5.loss_cls: 0.3445, decode.d5.loss_mask: 0.5269, decode.d5.loss_dice: 0.8197, decode.d6.loss_cls: 0.3429, decode.d6.loss_mask: 0.5275, decode.d6.loss_dice: 0.8165, decode.d7.loss_cls: 0.3373, decode.d7.loss_mask: 0.5285, decode.d7.loss_dice: 0.8171, decode.d8.loss_cls: 0.3331, decode.d8.loss_mask: 0.5268, decode.d8.loss_dice: 0.8154, loss: 19.1281 2022-04-26 21:06:20,689 - mmseg - INFO - Iter [67300/160000] lr: 8.319e-07, eta: 1 day, 4:12:41, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3213, decode.loss_mask: 0.5318, decode.loss_dice: 0.8172, decode.d0.loss_cls: 2.0759, decode.d0.loss_mask: 0.5707, decode.d0.loss_dice: 0.9399, decode.d1.loss_cls: 0.4234, decode.d1.loss_mask: 0.5434, decode.d1.loss_dice: 0.8684, decode.d2.loss_cls: 0.3687, decode.d2.loss_mask: 0.5374, decode.d2.loss_dice: 0.8380, decode.d3.loss_cls: 0.3432, decode.d3.loss_mask: 0.5312, decode.d3.loss_dice: 0.8260, decode.d4.loss_cls: 0.3380, decode.d4.loss_mask: 0.5318, decode.d4.loss_dice: 0.8288, decode.d5.loss_cls: 0.3285, decode.d5.loss_mask: 0.5289, decode.d5.loss_dice: 0.8280, decode.d6.loss_cls: 0.3286, decode.d6.loss_mask: 0.5282, decode.d6.loss_dice: 0.8197, decode.d7.loss_cls: 0.3307, decode.d7.loss_mask: 0.5273, decode.d7.loss_dice: 0.8216, decode.d8.loss_cls: 0.3272, decode.d8.loss_mask: 0.5289, decode.d8.loss_dice: 0.8228, loss: 18.9555 2022-04-26 21:07:15,195 - mmseg - INFO - Iter [67350/160000] lr: 8.314e-07, eta: 1 day, 4:11:46, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3112, decode.loss_mask: 0.5357, decode.loss_dice: 0.8202, decode.d0.loss_cls: 2.0478, decode.d0.loss_mask: 0.5829, decode.d0.loss_dice: 0.9359, decode.d1.loss_cls: 0.3905, decode.d1.loss_mask: 0.5551, decode.d1.loss_dice: 0.8689, decode.d2.loss_cls: 0.3559, decode.d2.loss_mask: 0.5424, decode.d2.loss_dice: 0.8447, decode.d3.loss_cls: 0.3344, decode.d3.loss_mask: 0.5387, decode.d3.loss_dice: 0.8255, decode.d4.loss_cls: 0.3244, decode.d4.loss_mask: 0.5383, decode.d4.loss_dice: 0.8316, decode.d5.loss_cls: 0.3214, decode.d5.loss_mask: 0.5371, decode.d5.loss_dice: 0.8231, decode.d6.loss_cls: 0.3168, decode.d6.loss_mask: 0.5358, decode.d6.loss_dice: 0.8198, decode.d7.loss_cls: 0.3105, decode.d7.loss_mask: 0.5356, decode.d7.loss_dice: 0.8233, decode.d8.loss_cls: 0.3129, decode.d8.loss_mask: 0.5340, decode.d8.loss_dice: 0.8220, loss: 18.8762 2022-04-26 21:08:08,177 - mmseg - INFO - Iter [67400/160000] lr: 8.310e-07, eta: 1 day, 4:10:48, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3038, decode.loss_mask: 0.5085, decode.loss_dice: 0.7840, decode.d0.loss_cls: 2.0876, decode.d0.loss_mask: 0.5503, decode.d0.loss_dice: 0.9046, decode.d1.loss_cls: 0.3999, decode.d1.loss_mask: 0.5279, decode.d1.loss_dice: 0.8283, decode.d2.loss_cls: 0.3482, decode.d2.loss_mask: 0.5146, decode.d2.loss_dice: 0.8030, decode.d3.loss_cls: 0.3189, decode.d3.loss_mask: 0.5128, decode.d3.loss_dice: 0.7865, decode.d4.loss_cls: 0.3243, decode.d4.loss_mask: 0.5100, decode.d4.loss_dice: 0.7874, decode.d5.loss_cls: 0.3158, decode.d5.loss_mask: 0.5094, decode.d5.loss_dice: 0.7842, decode.d6.loss_cls: 0.3097, decode.d6.loss_mask: 0.5081, decode.d6.loss_dice: 0.7817, decode.d7.loss_cls: 0.3066, decode.d7.loss_mask: 0.5090, decode.d7.loss_dice: 0.7834, decode.d8.loss_cls: 0.3057, decode.d8.loss_mask: 0.5083, decode.d8.loss_dice: 0.7845, loss: 18.2072 2022-04-26 21:09:01,483 - mmseg - INFO - Iter [67450/160000] lr: 8.305e-07, eta: 1 day, 4:09:52, time: 1.066, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3020, decode.loss_mask: 0.5253, decode.loss_dice: 0.7584, decode.d0.loss_cls: 2.0646, decode.d0.loss_mask: 0.5689, decode.d0.loss_dice: 0.8775, decode.d1.loss_cls: 0.4007, decode.d1.loss_mask: 0.5414, decode.d1.loss_dice: 0.8009, decode.d2.loss_cls: 0.3498, decode.d2.loss_mask: 0.5349, decode.d2.loss_dice: 0.7831, decode.d3.loss_cls: 0.3237, decode.d3.loss_mask: 0.5287, decode.d3.loss_dice: 0.7693, decode.d4.loss_cls: 0.3199, decode.d4.loss_mask: 0.5254, decode.d4.loss_dice: 0.7708, decode.d5.loss_cls: 0.3144, decode.d5.loss_mask: 0.5276, decode.d5.loss_dice: 0.7647, decode.d6.loss_cls: 0.3058, decode.d6.loss_mask: 0.5229, decode.d6.loss_dice: 0.7591, decode.d7.loss_cls: 0.3002, decode.d7.loss_mask: 0.5236, decode.d7.loss_dice: 0.7599, decode.d8.loss_cls: 0.3021, decode.d8.loss_mask: 0.5249, decode.d8.loss_dice: 0.7588, loss: 18.1094 2022-04-26 21:09:55,482 - mmseg - INFO - Iter [67500/160000] lr: 8.301e-07, eta: 1 day, 4:08:56, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3266, decode.loss_mask: 0.5225, decode.loss_dice: 0.8156, decode.d0.loss_cls: 2.0742, decode.d0.loss_mask: 0.5662, decode.d0.loss_dice: 0.9438, decode.d1.loss_cls: 0.4405, decode.d1.loss_mask: 0.5372, decode.d1.loss_dice: 0.8567, decode.d2.loss_cls: 0.3664, decode.d2.loss_mask: 0.5313, decode.d2.loss_dice: 0.8375, decode.d3.loss_cls: 0.3495, decode.d3.loss_mask: 0.5235, decode.d3.loss_dice: 0.8223, decode.d4.loss_cls: 0.3330, decode.d4.loss_mask: 0.5221, decode.d4.loss_dice: 0.8228, decode.d5.loss_cls: 0.3294, decode.d5.loss_mask: 0.5206, decode.d5.loss_dice: 0.8242, decode.d6.loss_cls: 0.3336, decode.d6.loss_mask: 0.5191, decode.d6.loss_dice: 0.8144, decode.d7.loss_cls: 0.3237, decode.d7.loss_mask: 0.5229, decode.d7.loss_dice: 0.8146, decode.d8.loss_cls: 0.3167, decode.d8.loss_mask: 0.5220, decode.d8.loss_dice: 0.8096, loss: 18.8424 2022-04-26 21:10:50,013 - mmseg - INFO - Iter [67550/160000] lr: 8.296e-07, eta: 1 day, 4:08:01, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3281, decode.loss_mask: 0.5200, decode.loss_dice: 0.8163, decode.d0.loss_cls: 2.1025, decode.d0.loss_mask: 0.5607, decode.d0.loss_dice: 0.9464, decode.d1.loss_cls: 0.4218, decode.d1.loss_mask: 0.5387, decode.d1.loss_dice: 0.8714, decode.d2.loss_cls: 0.3585, decode.d2.loss_mask: 0.5314, decode.d2.loss_dice: 0.8413, decode.d3.loss_cls: 0.3386, decode.d3.loss_mask: 0.5277, decode.d3.loss_dice: 0.8290, decode.d4.loss_cls: 0.3278, decode.d4.loss_mask: 0.5277, decode.d4.loss_dice: 0.8250, decode.d5.loss_cls: 0.3293, decode.d5.loss_mask: 0.5251, decode.d5.loss_dice: 0.8256, decode.d6.loss_cls: 0.3125, decode.d6.loss_mask: 0.5225, decode.d6.loss_dice: 0.8293, decode.d7.loss_cls: 0.3193, decode.d7.loss_mask: 0.5219, decode.d7.loss_dice: 0.8214, decode.d8.loss_cls: 0.3214, decode.d8.loss_mask: 0.5209, decode.d8.loss_dice: 0.8203, loss: 18.8821 2022-04-26 21:11:44,275 - mmseg - INFO - Iter [67600/160000] lr: 8.292e-07, eta: 1 day, 4:07:05, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3400, decode.loss_mask: 0.4986, decode.loss_dice: 0.8259, decode.d0.loss_cls: 2.1590, decode.d0.loss_mask: 0.5404, decode.d0.loss_dice: 0.9575, decode.d1.loss_cls: 0.4480, decode.d1.loss_mask: 0.5167, decode.d1.loss_dice: 0.8766, decode.d2.loss_cls: 0.3943, decode.d2.loss_mask: 0.5071, decode.d2.loss_dice: 0.8509, decode.d3.loss_cls: 0.3715, decode.d3.loss_mask: 0.5009, decode.d3.loss_dice: 0.8346, decode.d4.loss_cls: 0.3569, decode.d4.loss_mask: 0.4999, decode.d4.loss_dice: 0.8337, decode.d5.loss_cls: 0.3484, decode.d5.loss_mask: 0.5001, decode.d5.loss_dice: 0.8327, decode.d6.loss_cls: 0.3477, decode.d6.loss_mask: 0.4968, decode.d6.loss_dice: 0.8234, decode.d7.loss_cls: 0.3499, decode.d7.loss_mask: 0.4989, decode.d7.loss_dice: 0.8276, decode.d8.loss_cls: 0.3430, decode.d8.loss_mask: 0.4993, decode.d8.loss_dice: 0.8242, loss: 19.0044 2022-04-26 21:12:38,045 - mmseg - INFO - Iter [67650/160000] lr: 8.287e-07, eta: 1 day, 4:06:09, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3376, decode.loss_mask: 0.5213, decode.loss_dice: 0.8008, decode.d0.loss_cls: 2.0918, decode.d0.loss_mask: 0.5747, decode.d0.loss_dice: 0.9418, decode.d1.loss_cls: 0.4355, decode.d1.loss_mask: 0.5382, decode.d1.loss_dice: 0.8550, decode.d2.loss_cls: 0.3731, decode.d2.loss_mask: 0.5326, decode.d2.loss_dice: 0.8260, decode.d3.loss_cls: 0.3612, decode.d3.loss_mask: 0.5304, decode.d3.loss_dice: 0.8091, decode.d4.loss_cls: 0.3518, decode.d4.loss_mask: 0.5248, decode.d4.loss_dice: 0.8109, decode.d5.loss_cls: 0.3394, decode.d5.loss_mask: 0.5234, decode.d5.loss_dice: 0.8069, decode.d6.loss_cls: 0.3442, decode.d6.loss_mask: 0.5215, decode.d6.loss_dice: 0.7991, decode.d7.loss_cls: 0.3394, decode.d7.loss_mask: 0.5220, decode.d7.loss_dice: 0.7994, decode.d8.loss_cls: 0.3351, decode.d8.loss_mask: 0.5230, decode.d8.loss_dice: 0.8036, loss: 18.8735 2022-04-26 21:13:31,507 - mmseg - INFO - Iter [67700/160000] lr: 8.283e-07, eta: 1 day, 4:05:12, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3394, decode.loss_mask: 0.5365, decode.loss_dice: 0.8207, decode.d0.loss_cls: 2.1774, decode.d0.loss_mask: 0.5861, decode.d0.loss_dice: 0.9550, decode.d1.loss_cls: 0.4372, decode.d1.loss_mask: 0.5608, decode.d1.loss_dice: 0.8665, decode.d2.loss_cls: 0.3895, decode.d2.loss_mask: 0.5457, decode.d2.loss_dice: 0.8356, decode.d3.loss_cls: 0.3563, decode.d3.loss_mask: 0.5377, decode.d3.loss_dice: 0.8209, decode.d4.loss_cls: 0.3474, decode.d4.loss_mask: 0.5390, decode.d4.loss_dice: 0.8255, decode.d5.loss_cls: 0.3435, decode.d5.loss_mask: 0.5385, decode.d5.loss_dice: 0.8252, decode.d6.loss_cls: 0.3385, decode.d6.loss_mask: 0.5357, decode.d6.loss_dice: 0.8197, decode.d7.loss_cls: 0.3348, decode.d7.loss_mask: 0.5367, decode.d7.loss_dice: 0.8203, decode.d8.loss_cls: 0.3395, decode.d8.loss_mask: 0.5339, decode.d8.loss_dice: 0.8151, loss: 19.2586 2022-04-26 21:14:24,634 - mmseg - INFO - Iter [67750/160000] lr: 8.278e-07, eta: 1 day, 4:04:15, time: 1.062, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3340, decode.loss_mask: 0.5253, decode.loss_dice: 0.8099, decode.d0.loss_cls: 2.0728, decode.d0.loss_mask: 0.5797, decode.d0.loss_dice: 0.9410, decode.d1.loss_cls: 0.4318, decode.d1.loss_mask: 0.5412, decode.d1.loss_dice: 0.8621, decode.d2.loss_cls: 0.3845, decode.d2.loss_mask: 0.5298, decode.d2.loss_dice: 0.8320, decode.d3.loss_cls: 0.3610, decode.d3.loss_mask: 0.5240, decode.d3.loss_dice: 0.8188, decode.d4.loss_cls: 0.3615, decode.d4.loss_mask: 0.5229, decode.d4.loss_dice: 0.8115, decode.d5.loss_cls: 0.3501, decode.d5.loss_mask: 0.5267, decode.d5.loss_dice: 0.8145, decode.d6.loss_cls: 0.3410, decode.d6.loss_mask: 0.5257, decode.d6.loss_dice: 0.8061, decode.d7.loss_cls: 0.3422, decode.d7.loss_mask: 0.5263, decode.d7.loss_dice: 0.8064, decode.d8.loss_cls: 0.3415, decode.d8.loss_mask: 0.5266, decode.d8.loss_dice: 0.8116, loss: 18.9625 2022-04-26 21:15:17,494 - mmseg - INFO - Iter [67800/160000] lr: 8.274e-07, eta: 1 day, 4:03:18, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3293, decode.loss_mask: 0.5263, decode.loss_dice: 0.7917, decode.d0.loss_cls: 2.0819, decode.d0.loss_mask: 0.5729, decode.d0.loss_dice: 0.9229, decode.d1.loss_cls: 0.4234, decode.d1.loss_mask: 0.5463, decode.d1.loss_dice: 0.8504, decode.d2.loss_cls: 0.3753, decode.d2.loss_mask: 0.5345, decode.d2.loss_dice: 0.8180, decode.d3.loss_cls: 0.3517, decode.d3.loss_mask: 0.5295, decode.d3.loss_dice: 0.8024, decode.d4.loss_cls: 0.3398, decode.d4.loss_mask: 0.5297, decode.d4.loss_dice: 0.8070, decode.d5.loss_cls: 0.3309, decode.d5.loss_mask: 0.5266, decode.d5.loss_dice: 0.8054, decode.d6.loss_cls: 0.3302, decode.d6.loss_mask: 0.5264, decode.d6.loss_dice: 0.7952, decode.d7.loss_cls: 0.3223, decode.d7.loss_mask: 0.5270, decode.d7.loss_dice: 0.7954, decode.d8.loss_cls: 0.3232, decode.d8.loss_mask: 0.5267, decode.d8.loss_dice: 0.7964, loss: 18.7384 2022-04-26 21:16:10,879 - mmseg - INFO - Iter [67850/160000] lr: 8.269e-07, eta: 1 day, 4:02:21, time: 1.068, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3452, decode.loss_mask: 0.5276, decode.loss_dice: 0.8171, decode.d0.loss_cls: 2.1587, decode.d0.loss_mask: 0.5793, decode.d0.loss_dice: 0.9612, decode.d1.loss_cls: 0.4532, decode.d1.loss_mask: 0.5507, decode.d1.loss_dice: 0.8693, decode.d2.loss_cls: 0.3960, decode.d2.loss_mask: 0.5422, decode.d2.loss_dice: 0.8425, decode.d3.loss_cls: 0.3686, decode.d3.loss_mask: 0.5328, decode.d3.loss_dice: 0.8319, decode.d4.loss_cls: 0.3628, decode.d4.loss_mask: 0.5303, decode.d4.loss_dice: 0.8266, decode.d5.loss_cls: 0.3583, decode.d5.loss_mask: 0.5286, decode.d5.loss_dice: 0.8228, decode.d6.loss_cls: 0.3478, decode.d6.loss_mask: 0.5294, decode.d6.loss_dice: 0.8193, decode.d7.loss_cls: 0.3518, decode.d7.loss_mask: 0.5278, decode.d7.loss_dice: 0.8217, decode.d8.loss_cls: 0.3442, decode.d8.loss_mask: 0.5291, decode.d8.loss_dice: 0.8241, loss: 19.3009 2022-04-26 21:17:04,821 - mmseg - INFO - Iter [67900/160000] lr: 8.265e-07, eta: 1 day, 4:01:25, time: 1.079, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3393, decode.loss_mask: 0.5264, decode.loss_dice: 0.7975, decode.d0.loss_cls: 2.0969, decode.d0.loss_mask: 0.5778, decode.d0.loss_dice: 0.9327, decode.d1.loss_cls: 0.4412, decode.d1.loss_mask: 0.5456, decode.d1.loss_dice: 0.8557, decode.d2.loss_cls: 0.3815, decode.d2.loss_mask: 0.5377, decode.d2.loss_dice: 0.8241, decode.d3.loss_cls: 0.3604, decode.d3.loss_mask: 0.5274, decode.d3.loss_dice: 0.8085, decode.d4.loss_cls: 0.3580, decode.d4.loss_mask: 0.5271, decode.d4.loss_dice: 0.8069, decode.d5.loss_cls: 0.3537, decode.d5.loss_mask: 0.5256, decode.d5.loss_dice: 0.8007, decode.d6.loss_cls: 0.3398, decode.d6.loss_mask: 0.5259, decode.d6.loss_dice: 0.8022, decode.d7.loss_cls: 0.3291, decode.d7.loss_mask: 0.5249, decode.d7.loss_dice: 0.8007, decode.d8.loss_cls: 0.3415, decode.d8.loss_mask: 0.5268, decode.d8.loss_dice: 0.7987, loss: 18.9141 2022-04-26 21:17:57,935 - mmseg - INFO - Iter [67950/160000] lr: 8.260e-07, eta: 1 day, 4:00:28, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3295, decode.loss_mask: 0.5193, decode.loss_dice: 0.7792, decode.d0.loss_cls: 2.1020, decode.d0.loss_mask: 0.5671, decode.d0.loss_dice: 0.9191, decode.d1.loss_cls: 0.4438, decode.d1.loss_mask: 0.5428, decode.d1.loss_dice: 0.8451, decode.d2.loss_cls: 0.3956, decode.d2.loss_mask: 0.5325, decode.d2.loss_dice: 0.8122, decode.d3.loss_cls: 0.3601, decode.d3.loss_mask: 0.5253, decode.d3.loss_dice: 0.7917, decode.d4.loss_cls: 0.3530, decode.d4.loss_mask: 0.5243, decode.d4.loss_dice: 0.7890, decode.d5.loss_cls: 0.3472, decode.d5.loss_mask: 0.5212, decode.d5.loss_dice: 0.7865, decode.d6.loss_cls: 0.3486, decode.d6.loss_mask: 0.5179, decode.d6.loss_dice: 0.7834, decode.d7.loss_cls: 0.3392, decode.d7.loss_mask: 0.5182, decode.d7.loss_dice: 0.7800, decode.d8.loss_cls: 0.3346, decode.d8.loss_mask: 0.5184, decode.d8.loss_dice: 0.7842, loss: 18.7109 2022-04-26 21:18:52,663 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 21:18:52,668 - mmseg - INFO - Iter [68000/160000] lr: 8.256e-07, eta: 1 day, 3:59:34, time: 1.095, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3242, decode.loss_mask: 0.5047, decode.loss_dice: 0.7996, decode.d0.loss_cls: 2.1088, decode.d0.loss_mask: 0.5435, decode.d0.loss_dice: 0.9117, decode.d1.loss_cls: 0.4175, decode.d1.loss_mask: 0.5201, decode.d1.loss_dice: 0.8403, decode.d2.loss_cls: 0.3711, decode.d2.loss_mask: 0.5108, decode.d2.loss_dice: 0.8200, decode.d3.loss_cls: 0.3467, decode.d3.loss_mask: 0.5061, decode.d3.loss_dice: 0.8042, decode.d4.loss_cls: 0.3471, decode.d4.loss_mask: 0.5070, decode.d4.loss_dice: 0.7974, decode.d5.loss_cls: 0.3387, decode.d5.loss_mask: 0.5042, decode.d5.loss_dice: 0.8027, decode.d6.loss_cls: 0.3314, decode.d6.loss_mask: 0.5046, decode.d6.loss_dice: 0.7957, decode.d7.loss_cls: 0.3322, decode.d7.loss_mask: 0.5011, decode.d7.loss_dice: 0.7981, decode.d8.loss_cls: 0.3282, decode.d8.loss_mask: 0.5042, decode.d8.loss_dice: 0.7997, loss: 18.5215 2022-04-26 21:19:46,595 - mmseg - INFO - Iter [68050/160000] lr: 8.251e-07, eta: 1 day, 3:58:38, time: 1.079, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3506, decode.loss_mask: 0.5404, decode.loss_dice: 0.8163, decode.d0.loss_cls: 2.1452, decode.d0.loss_mask: 0.5874, decode.d0.loss_dice: 0.9414, decode.d1.loss_cls: 0.4491, decode.d1.loss_mask: 0.5603, decode.d1.loss_dice: 0.8607, decode.d2.loss_cls: 0.3898, decode.d2.loss_mask: 0.5511, decode.d2.loss_dice: 0.8434, decode.d3.loss_cls: 0.3683, decode.d3.loss_mask: 0.5446, decode.d3.loss_dice: 0.8251, decode.d4.loss_cls: 0.3662, decode.d4.loss_mask: 0.5424, decode.d4.loss_dice: 0.8208, decode.d5.loss_cls: 0.3503, decode.d5.loss_mask: 0.5443, decode.d5.loss_dice: 0.8232, decode.d6.loss_cls: 0.3542, decode.d6.loss_mask: 0.5433, decode.d6.loss_dice: 0.8166, decode.d7.loss_cls: 0.3523, decode.d7.loss_mask: 0.5413, decode.d7.loss_dice: 0.8145, decode.d8.loss_cls: 0.3530, decode.d8.loss_mask: 0.5411, decode.d8.loss_dice: 0.8118, loss: 19.3489 2022-04-26 21:20:39,678 - mmseg - INFO - Iter [68100/160000] lr: 8.247e-07, eta: 1 day, 3:57:41, time: 1.062, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3386, decode.loss_mask: 0.5279, decode.loss_dice: 0.7942, decode.d0.loss_cls: 2.1510, decode.d0.loss_mask: 0.5711, decode.d0.loss_dice: 0.9170, decode.d1.loss_cls: 0.4330, decode.d1.loss_mask: 0.5448, decode.d1.loss_dice: 0.8440, decode.d2.loss_cls: 0.3859, decode.d2.loss_mask: 0.5319, decode.d2.loss_dice: 0.8146, decode.d3.loss_cls: 0.3623, decode.d3.loss_mask: 0.5302, decode.d3.loss_dice: 0.7997, decode.d4.loss_cls: 0.3543, decode.d4.loss_mask: 0.5271, decode.d4.loss_dice: 0.8006, decode.d5.loss_cls: 0.3533, decode.d5.loss_mask: 0.5283, decode.d5.loss_dice: 0.7965, decode.d6.loss_cls: 0.3414, decode.d6.loss_mask: 0.5278, decode.d6.loss_dice: 0.7968, decode.d7.loss_cls: 0.3431, decode.d7.loss_mask: 0.5281, decode.d7.loss_dice: 0.7922, decode.d8.loss_cls: 0.3389, decode.d8.loss_mask: 0.5258, decode.d8.loss_dice: 0.7930, loss: 18.8932 2022-04-26 21:21:33,688 - mmseg - INFO - Iter [68150/160000] lr: 8.242e-07, eta: 1 day, 3:56:45, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3532, decode.loss_mask: 0.5207, decode.loss_dice: 0.8316, decode.d0.loss_cls: 2.1840, decode.d0.loss_mask: 0.5619, decode.d0.loss_dice: 0.9703, decode.d1.loss_cls: 0.4629, decode.d1.loss_mask: 0.5386, decode.d1.loss_dice: 0.8906, decode.d2.loss_cls: 0.4043, decode.d2.loss_mask: 0.5298, decode.d2.loss_dice: 0.8563, decode.d3.loss_cls: 0.3817, decode.d3.loss_mask: 0.5257, decode.d3.loss_dice: 0.8361, decode.d4.loss_cls: 0.3675, decode.d4.loss_mask: 0.5260, decode.d4.loss_dice: 0.8358, decode.d5.loss_cls: 0.3678, decode.d5.loss_mask: 0.5220, decode.d5.loss_dice: 0.8337, decode.d6.loss_cls: 0.3579, decode.d6.loss_mask: 0.5208, decode.d6.loss_dice: 0.8308, decode.d7.loss_cls: 0.3559, decode.d7.loss_mask: 0.5227, decode.d7.loss_dice: 0.8304, decode.d8.loss_cls: 0.3551, decode.d8.loss_mask: 0.5226, decode.d8.loss_dice: 0.8306, loss: 19.4273 2022-04-26 21:22:27,433 - mmseg - INFO - Iter [68200/160000] lr: 8.238e-07, eta: 1 day, 3:55:49, time: 1.075, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3512, decode.loss_mask: 0.5324, decode.loss_dice: 0.8360, decode.d0.loss_cls: 2.0997, decode.d0.loss_mask: 0.5783, decode.d0.loss_dice: 0.9684, decode.d1.loss_cls: 0.4356, decode.d1.loss_mask: 0.5482, decode.d1.loss_dice: 0.8893, decode.d2.loss_cls: 0.3819, decode.d2.loss_mask: 0.5414, decode.d2.loss_dice: 0.8638, decode.d3.loss_cls: 0.3640, decode.d3.loss_mask: 0.5361, decode.d3.loss_dice: 0.8434, decode.d4.loss_cls: 0.3547, decode.d4.loss_mask: 0.5365, decode.d4.loss_dice: 0.8450, decode.d5.loss_cls: 0.3483, decode.d5.loss_mask: 0.5362, decode.d5.loss_dice: 0.8413, decode.d6.loss_cls: 0.3446, decode.d6.loss_mask: 0.5329, decode.d6.loss_dice: 0.8333, decode.d7.loss_cls: 0.3504, decode.d7.loss_mask: 0.5323, decode.d7.loss_dice: 0.8331, decode.d8.loss_cls: 0.3452, decode.d8.loss_mask: 0.5317, decode.d8.loss_dice: 0.8351, loss: 19.3699 2022-04-26 21:23:23,732 - mmseg - INFO - Iter [68250/160000] lr: 8.233e-07, eta: 1 day, 3:54:56, time: 1.126, data_time: 0.064, memory: 64049, decode.loss_cls: 0.3176, decode.loss_mask: 0.5123, decode.loss_dice: 0.7843, decode.d0.loss_cls: 2.1109, decode.d0.loss_mask: 0.5640, decode.d0.loss_dice: 0.9102, decode.d1.loss_cls: 0.4284, decode.d1.loss_mask: 0.5321, decode.d1.loss_dice: 0.8245, decode.d2.loss_cls: 0.3767, decode.d2.loss_mask: 0.5214, decode.d2.loss_dice: 0.8014, decode.d3.loss_cls: 0.3522, decode.d3.loss_mask: 0.5168, decode.d3.loss_dice: 0.7832, decode.d4.loss_cls: 0.3347, decode.d4.loss_mask: 0.5171, decode.d4.loss_dice: 0.7851, decode.d5.loss_cls: 0.3268, decode.d5.loss_mask: 0.5175, decode.d5.loss_dice: 0.7834, decode.d6.loss_cls: 0.3257, decode.d6.loss_mask: 0.5146, decode.d6.loss_dice: 0.7813, decode.d7.loss_cls: 0.3163, decode.d7.loss_mask: 0.5176, decode.d7.loss_dice: 0.7847, decode.d8.loss_cls: 0.3182, decode.d8.loss_mask: 0.5154, decode.d8.loss_dice: 0.7797, loss: 18.4541 2022-04-26 21:24:17,802 - mmseg - INFO - Iter [68300/160000] lr: 8.229e-07, eta: 1 day, 3:54:00, time: 1.081, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3110, decode.loss_mask: 0.5129, decode.loss_dice: 0.8128, decode.d0.loss_cls: 2.1323, decode.d0.loss_mask: 0.5545, decode.d0.loss_dice: 0.9210, decode.d1.loss_cls: 0.4116, decode.d1.loss_mask: 0.5272, decode.d1.loss_dice: 0.8515, decode.d2.loss_cls: 0.3593, decode.d2.loss_mask: 0.5176, decode.d2.loss_dice: 0.8291, decode.d3.loss_cls: 0.3378, decode.d3.loss_mask: 0.5171, decode.d3.loss_dice: 0.8106, decode.d4.loss_cls: 0.3260, decode.d4.loss_mask: 0.5163, decode.d4.loss_dice: 0.8141, decode.d5.loss_cls: 0.3187, decode.d5.loss_mask: 0.5139, decode.d5.loss_dice: 0.8131, decode.d6.loss_cls: 0.3103, decode.d6.loss_mask: 0.5145, decode.d6.loss_dice: 0.8095, decode.d7.loss_cls: 0.3150, decode.d7.loss_mask: 0.5128, decode.d7.loss_dice: 0.8081, decode.d8.loss_cls: 0.3195, decode.d8.loss_mask: 0.5105, decode.d8.loss_dice: 0.8039, loss: 18.6123 2022-04-26 21:25:11,209 - mmseg - INFO - Iter [68350/160000] lr: 8.225e-07, eta: 1 day, 3:53:04, time: 1.068, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3337, decode.loss_mask: 0.5173, decode.loss_dice: 0.8071, decode.d0.loss_cls: 2.1010, decode.d0.loss_mask: 0.5676, decode.d0.loss_dice: 0.9326, decode.d1.loss_cls: 0.4372, decode.d1.loss_mask: 0.5399, decode.d1.loss_dice: 0.8559, decode.d2.loss_cls: 0.3726, decode.d2.loss_mask: 0.5266, decode.d2.loss_dice: 0.8344, decode.d3.loss_cls: 0.3525, decode.d3.loss_mask: 0.5184, decode.d3.loss_dice: 0.8115, decode.d4.loss_cls: 0.3479, decode.d4.loss_mask: 0.5168, decode.d4.loss_dice: 0.8096, decode.d5.loss_cls: 0.3429, decode.d5.loss_mask: 0.5181, decode.d5.loss_dice: 0.8107, decode.d6.loss_cls: 0.3306, decode.d6.loss_mask: 0.5167, decode.d6.loss_dice: 0.8100, decode.d7.loss_cls: 0.3241, decode.d7.loss_mask: 0.5185, decode.d7.loss_dice: 0.8116, decode.d8.loss_cls: 0.3339, decode.d8.loss_mask: 0.5177, decode.d8.loss_dice: 0.8059, loss: 18.8235 2022-04-26 21:26:04,993 - mmseg - INFO - Iter [68400/160000] lr: 8.220e-07, eta: 1 day, 3:52:08, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3160, decode.loss_mask: 0.5224, decode.loss_dice: 0.8112, decode.d0.loss_cls: 2.1020, decode.d0.loss_mask: 0.5669, decode.d0.loss_dice: 0.9419, decode.d1.loss_cls: 0.4248, decode.d1.loss_mask: 0.5409, decode.d1.loss_dice: 0.8610, decode.d2.loss_cls: 0.3614, decode.d2.loss_mask: 0.5285, decode.d2.loss_dice: 0.8343, decode.d3.loss_cls: 0.3369, decode.d3.loss_mask: 0.5227, decode.d3.loss_dice: 0.8203, decode.d4.loss_cls: 0.3328, decode.d4.loss_mask: 0.5208, decode.d4.loss_dice: 0.8182, decode.d5.loss_cls: 0.3177, decode.d5.loss_mask: 0.5227, decode.d5.loss_dice: 0.8198, decode.d6.loss_cls: 0.3159, decode.d6.loss_mask: 0.5240, decode.d6.loss_dice: 0.8101, decode.d7.loss_cls: 0.3055, decode.d7.loss_mask: 0.5239, decode.d7.loss_dice: 0.8156, decode.d8.loss_cls: 0.3056, decode.d8.loss_mask: 0.5232, decode.d8.loss_dice: 0.8142, loss: 18.7614 2022-04-26 21:26:59,198 - mmseg - INFO - Iter [68450/160000] lr: 8.216e-07, eta: 1 day, 3:51:12, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3414, decode.loss_mask: 0.5280, decode.loss_dice: 0.8231, decode.d0.loss_cls: 2.1769, decode.d0.loss_mask: 0.5662, decode.d0.loss_dice: 0.9560, decode.d1.loss_cls: 0.4326, decode.d1.loss_mask: 0.5426, decode.d1.loss_dice: 0.8801, decode.d2.loss_cls: 0.3898, decode.d2.loss_mask: 0.5325, decode.d2.loss_dice: 0.8529, decode.d3.loss_cls: 0.3481, decode.d3.loss_mask: 0.5298, decode.d3.loss_dice: 0.8335, decode.d4.loss_cls: 0.3457, decode.d4.loss_mask: 0.5291, decode.d4.loss_dice: 0.8331, decode.d5.loss_cls: 0.3402, decode.d5.loss_mask: 0.5292, decode.d5.loss_dice: 0.8337, decode.d6.loss_cls: 0.3414, decode.d6.loss_mask: 0.5238, decode.d6.loss_dice: 0.8271, decode.d7.loss_cls: 0.3414, decode.d7.loss_mask: 0.5266, decode.d7.loss_dice: 0.8288, decode.d8.loss_cls: 0.3388, decode.d8.loss_mask: 0.5275, decode.d8.loss_dice: 0.8291, loss: 19.2293 2022-04-26 21:27:52,844 - mmseg - INFO - Iter [68500/160000] lr: 8.211e-07, eta: 1 day, 3:50:16, time: 1.073, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3237, decode.loss_mask: 0.5137, decode.loss_dice: 0.8116, decode.d0.loss_cls: 2.0930, decode.d0.loss_mask: 0.5690, decode.d0.loss_dice: 0.9452, decode.d1.loss_cls: 0.4142, decode.d1.loss_mask: 0.5361, decode.d1.loss_dice: 0.8646, decode.d2.loss_cls: 0.3684, decode.d2.loss_mask: 0.5230, decode.d2.loss_dice: 0.8367, decode.d3.loss_cls: 0.3433, decode.d3.loss_mask: 0.5179, decode.d3.loss_dice: 0.8181, decode.d4.loss_cls: 0.3414, decode.d4.loss_mask: 0.5172, decode.d4.loss_dice: 0.8215, decode.d5.loss_cls: 0.3330, decode.d5.loss_mask: 0.5152, decode.d5.loss_dice: 0.8147, decode.d6.loss_cls: 0.3268, decode.d6.loss_mask: 0.5139, decode.d6.loss_dice: 0.8123, decode.d7.loss_cls: 0.3229, decode.d7.loss_mask: 0.5128, decode.d7.loss_dice: 0.8098, decode.d8.loss_cls: 0.3252, decode.d8.loss_mask: 0.5119, decode.d8.loss_dice: 0.8113, loss: 18.7685 2022-04-26 21:28:46,565 - mmseg - INFO - Iter [68550/160000] lr: 8.207e-07, eta: 1 day, 3:49:20, time: 1.074, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3213, decode.loss_mask: 0.5262, decode.loss_dice: 0.7965, decode.d0.loss_cls: 2.0136, decode.d0.loss_mask: 0.5710, decode.d0.loss_dice: 0.9180, decode.d1.loss_cls: 0.4150, decode.d1.loss_mask: 0.5429, decode.d1.loss_dice: 0.8416, decode.d2.loss_cls: 0.3650, decode.d2.loss_mask: 0.5330, decode.d2.loss_dice: 0.8172, decode.d3.loss_cls: 0.3411, decode.d3.loss_mask: 0.5303, decode.d3.loss_dice: 0.8096, decode.d4.loss_cls: 0.3398, decode.d4.loss_mask: 0.5273, decode.d4.loss_dice: 0.8041, decode.d5.loss_cls: 0.3231, decode.d5.loss_mask: 0.5282, decode.d5.loss_dice: 0.8068, decode.d6.loss_cls: 0.3267, decode.d6.loss_mask: 0.5256, decode.d6.loss_dice: 0.8026, decode.d7.loss_cls: 0.3215, decode.d7.loss_mask: 0.5248, decode.d7.loss_dice: 0.7987, decode.d8.loss_cls: 0.3225, decode.d8.loss_mask: 0.5261, decode.d8.loss_dice: 0.8021, loss: 18.6222 2022-04-26 21:29:40,352 - mmseg - INFO - Iter [68600/160000] lr: 8.202e-07, eta: 1 day, 3:48:24, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3246, decode.loss_mask: 0.5248, decode.loss_dice: 0.8061, decode.d0.loss_cls: 2.0946, decode.d0.loss_mask: 0.5775, decode.d0.loss_dice: 0.9450, decode.d1.loss_cls: 0.4238, decode.d1.loss_mask: 0.5460, decode.d1.loss_dice: 0.8564, decode.d2.loss_cls: 0.3728, decode.d2.loss_mask: 0.5338, decode.d2.loss_dice: 0.8326, decode.d3.loss_cls: 0.3461, decode.d3.loss_mask: 0.5274, decode.d3.loss_dice: 0.8126, decode.d4.loss_cls: 0.3348, decode.d4.loss_mask: 0.5289, decode.d4.loss_dice: 0.8103, decode.d5.loss_cls: 0.3287, decode.d5.loss_mask: 0.5263, decode.d5.loss_dice: 0.8131, decode.d6.loss_cls: 0.3256, decode.d6.loss_mask: 0.5270, decode.d6.loss_dice: 0.8039, decode.d7.loss_cls: 0.3264, decode.d7.loss_mask: 0.5262, decode.d7.loss_dice: 0.8085, decode.d8.loss_cls: 0.3241, decode.d8.loss_mask: 0.5284, decode.d8.loss_dice: 0.8094, loss: 18.8461 2022-04-26 21:30:33,676 - mmseg - INFO - Iter [68650/160000] lr: 8.198e-07, eta: 1 day, 3:47:27, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3407, decode.loss_mask: 0.5028, decode.loss_dice: 0.7891, decode.d0.loss_cls: 2.1115, decode.d0.loss_mask: 0.5492, decode.d0.loss_dice: 0.9294, decode.d1.loss_cls: 0.4377, decode.d1.loss_mask: 0.5232, decode.d1.loss_dice: 0.8492, decode.d2.loss_cls: 0.3794, decode.d2.loss_mask: 0.5125, decode.d2.loss_dice: 0.8205, decode.d3.loss_cls: 0.3636, decode.d3.loss_mask: 0.5040, decode.d3.loss_dice: 0.8021, decode.d4.loss_cls: 0.3478, decode.d4.loss_mask: 0.5054, decode.d4.loss_dice: 0.7998, decode.d5.loss_cls: 0.3416, decode.d5.loss_mask: 0.5057, decode.d5.loss_dice: 0.8054, decode.d6.loss_cls: 0.3426, decode.d6.loss_mask: 0.5051, decode.d6.loss_dice: 0.7965, decode.d7.loss_cls: 0.3406, decode.d7.loss_mask: 0.5039, decode.d7.loss_dice: 0.7969, decode.d8.loss_cls: 0.3425, decode.d8.loss_mask: 0.5036, decode.d8.loss_dice: 0.7940, loss: 18.6463 2022-04-26 21:31:28,440 - mmseg - INFO - Iter [68700/160000] lr: 8.193e-07, eta: 1 day, 3:46:32, time: 1.095, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3471, decode.loss_mask: 0.5258, decode.loss_dice: 0.8252, decode.d0.loss_cls: 2.1064, decode.d0.loss_mask: 0.5728, decode.d0.loss_dice: 0.9556, decode.d1.loss_cls: 0.4606, decode.d1.loss_mask: 0.5451, decode.d1.loss_dice: 0.8834, decode.d2.loss_cls: 0.4065, decode.d2.loss_mask: 0.5329, decode.d2.loss_dice: 0.8464, decode.d3.loss_cls: 0.3852, decode.d3.loss_mask: 0.5287, decode.d3.loss_dice: 0.8273, decode.d4.loss_cls: 0.3707, decode.d4.loss_mask: 0.5313, decode.d4.loss_dice: 0.8281, decode.d5.loss_cls: 0.3651, decode.d5.loss_mask: 0.5268, decode.d5.loss_dice: 0.8288, decode.d6.loss_cls: 0.3501, decode.d6.loss_mask: 0.5259, decode.d6.loss_dice: 0.8239, decode.d7.loss_cls: 0.3518, decode.d7.loss_mask: 0.5271, decode.d7.loss_dice: 0.8257, decode.d8.loss_cls: 0.3628, decode.d8.loss_mask: 0.5247, decode.d8.loss_dice: 0.8250, loss: 19.3169 2022-04-26 21:32:21,344 - mmseg - INFO - Iter [68750/160000] lr: 8.189e-07, eta: 1 day, 3:45:35, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3431, decode.loss_mask: 0.5165, decode.loss_dice: 0.7913, decode.d0.loss_cls: 2.1556, decode.d0.loss_mask: 0.5712, decode.d0.loss_dice: 0.9379, decode.d1.loss_cls: 0.4484, decode.d1.loss_mask: 0.5419, decode.d1.loss_dice: 0.8522, decode.d2.loss_cls: 0.3935, decode.d2.loss_mask: 0.5300, decode.d2.loss_dice: 0.8231, decode.d3.loss_cls: 0.3630, decode.d3.loss_mask: 0.5233, decode.d3.loss_dice: 0.8046, decode.d4.loss_cls: 0.3557, decode.d4.loss_mask: 0.5207, decode.d4.loss_dice: 0.8024, decode.d5.loss_cls: 0.3571, decode.d5.loss_mask: 0.5177, decode.d5.loss_dice: 0.7993, decode.d6.loss_cls: 0.3488, decode.d6.loss_mask: 0.5186, decode.d6.loss_dice: 0.7949, decode.d7.loss_cls: 0.3437, decode.d7.loss_mask: 0.5166, decode.d7.loss_dice: 0.7958, decode.d8.loss_cls: 0.3430, decode.d8.loss_mask: 0.5186, decode.d8.loss_dice: 0.7999, loss: 18.9284 2022-04-26 21:33:14,863 - mmseg - INFO - Iter [68800/160000] lr: 8.184e-07, eta: 1 day, 3:44:39, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3248, decode.loss_mask: 0.5199, decode.loss_dice: 0.7904, decode.d0.loss_cls: 2.1150, decode.d0.loss_mask: 0.5683, decode.d0.loss_dice: 0.9227, decode.d1.loss_cls: 0.4252, decode.d1.loss_mask: 0.5397, decode.d1.loss_dice: 0.8508, decode.d2.loss_cls: 0.3753, decode.d2.loss_mask: 0.5301, decode.d2.loss_dice: 0.8159, decode.d3.loss_cls: 0.3497, decode.d3.loss_mask: 0.5205, decode.d3.loss_dice: 0.7995, decode.d4.loss_cls: 0.3367, decode.d4.loss_mask: 0.5214, decode.d4.loss_dice: 0.7960, decode.d5.loss_cls: 0.3369, decode.d5.loss_mask: 0.5192, decode.d5.loss_dice: 0.7927, decode.d6.loss_cls: 0.3235, decode.d6.loss_mask: 0.5211, decode.d6.loss_dice: 0.7918, decode.d7.loss_cls: 0.3299, decode.d7.loss_mask: 0.5198, decode.d7.loss_dice: 0.7872, decode.d8.loss_cls: 0.3265, decode.d8.loss_mask: 0.5199, decode.d8.loss_dice: 0.7923, loss: 18.6626 2022-04-26 21:34:08,254 - mmseg - INFO - Iter [68850/160000] lr: 8.180e-07, eta: 1 day, 3:43:42, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3231, decode.loss_mask: 0.4936, decode.loss_dice: 0.7845, decode.d0.loss_cls: 2.1144, decode.d0.loss_mask: 0.5471, decode.d0.loss_dice: 0.9158, decode.d1.loss_cls: 0.4201, decode.d1.loss_mask: 0.5138, decode.d1.loss_dice: 0.8299, decode.d2.loss_cls: 0.3674, decode.d2.loss_mask: 0.5039, decode.d2.loss_dice: 0.8053, decode.d3.loss_cls: 0.3461, decode.d3.loss_mask: 0.5005, decode.d3.loss_dice: 0.7913, decode.d4.loss_cls: 0.3317, decode.d4.loss_mask: 0.5002, decode.d4.loss_dice: 0.7990, decode.d5.loss_cls: 0.3292, decode.d5.loss_mask: 0.4977, decode.d5.loss_dice: 0.7912, decode.d6.loss_cls: 0.3227, decode.d6.loss_mask: 0.4953, decode.d6.loss_dice: 0.7870, decode.d7.loss_cls: 0.3188, decode.d7.loss_mask: 0.4972, decode.d7.loss_dice: 0.7853, decode.d8.loss_cls: 0.3262, decode.d8.loss_mask: 0.4970, decode.d8.loss_dice: 0.7849, loss: 18.3200 2022-04-26 21:35:01,490 - mmseg - INFO - Iter [68900/160000] lr: 8.175e-07, eta: 1 day, 3:42:45, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3473, decode.loss_mask: 0.5245, decode.loss_dice: 0.8423, decode.d0.loss_cls: 2.1399, decode.d0.loss_mask: 0.5687, decode.d0.loss_dice: 0.9792, decode.d1.loss_cls: 0.4571, decode.d1.loss_mask: 0.5416, decode.d1.loss_dice: 0.8969, decode.d2.loss_cls: 0.3936, decode.d2.loss_mask: 0.5344, decode.d2.loss_dice: 0.8687, decode.d3.loss_cls: 0.3714, decode.d3.loss_mask: 0.5237, decode.d3.loss_dice: 0.8521, decode.d4.loss_cls: 0.3658, decode.d4.loss_mask: 0.5228, decode.d4.loss_dice: 0.8530, decode.d5.loss_cls: 0.3577, decode.d5.loss_mask: 0.5219, decode.d5.loss_dice: 0.8477, decode.d6.loss_cls: 0.3540, decode.d6.loss_mask: 0.5232, decode.d6.loss_dice: 0.8399, decode.d7.loss_cls: 0.3542, decode.d7.loss_mask: 0.5226, decode.d7.loss_dice: 0.8443, decode.d8.loss_cls: 0.3495, decode.d8.loss_mask: 0.5224, decode.d8.loss_dice: 0.8423, loss: 19.4627 2022-04-26 21:35:55,119 - mmseg - INFO - Iter [68950/160000] lr: 8.171e-07, eta: 1 day, 3:41:49, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3304, decode.loss_mask: 0.5224, decode.loss_dice: 0.7888, decode.d0.loss_cls: 2.1416, decode.d0.loss_mask: 0.5757, decode.d0.loss_dice: 0.9240, decode.d1.loss_cls: 0.4433, decode.d1.loss_mask: 0.5428, decode.d1.loss_dice: 0.8402, decode.d2.loss_cls: 0.3839, decode.d2.loss_mask: 0.5322, decode.d2.loss_dice: 0.8135, decode.d3.loss_cls: 0.3532, decode.d3.loss_mask: 0.5236, decode.d3.loss_dice: 0.8022, decode.d4.loss_cls: 0.3439, decode.d4.loss_mask: 0.5226, decode.d4.loss_dice: 0.8004, decode.d5.loss_cls: 0.3384, decode.d5.loss_mask: 0.5221, decode.d5.loss_dice: 0.7938, decode.d6.loss_cls: 0.3313, decode.d6.loss_mask: 0.5250, decode.d6.loss_dice: 0.7925, decode.d7.loss_cls: 0.3302, decode.d7.loss_mask: 0.5240, decode.d7.loss_dice: 0.7912, decode.d8.loss_cls: 0.3328, decode.d8.loss_mask: 0.5230, decode.d8.loss_dice: 0.7918, loss: 18.7808 2022-04-26 21:36:48,864 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 21:36:48,865 - mmseg - INFO - Iter [69000/160000] lr: 8.166e-07, eta: 1 day, 3:40:53, time: 1.075, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3431, decode.loss_mask: 0.5260, decode.loss_dice: 0.8259, decode.d0.loss_cls: 2.1315, decode.d0.loss_mask: 0.5733, decode.d0.loss_dice: 0.9591, decode.d1.loss_cls: 0.4493, decode.d1.loss_mask: 0.5459, decode.d1.loss_dice: 0.8806, decode.d2.loss_cls: 0.3910, decode.d2.loss_mask: 0.5347, decode.d2.loss_dice: 0.8497, decode.d3.loss_cls: 0.3646, decode.d3.loss_mask: 0.5286, decode.d3.loss_dice: 0.8351, decode.d4.loss_cls: 0.3570, decode.d4.loss_mask: 0.5285, decode.d4.loss_dice: 0.8339, decode.d5.loss_cls: 0.3522, decode.d5.loss_mask: 0.5258, decode.d5.loss_dice: 0.8289, decode.d6.loss_cls: 0.3494, decode.d6.loss_mask: 0.5233, decode.d6.loss_dice: 0.8283, decode.d7.loss_cls: 0.3356, decode.d7.loss_mask: 0.5249, decode.d7.loss_dice: 0.8329, decode.d8.loss_cls: 0.3404, decode.d8.loss_mask: 0.5244, decode.d8.loss_dice: 0.8228, loss: 19.2465 2022-04-26 21:37:42,108 - mmseg - INFO - Iter [69050/160000] lr: 8.162e-07, eta: 1 day, 3:39:56, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3349, decode.loss_mask: 0.5312, decode.loss_dice: 0.8092, decode.d0.loss_cls: 2.0915, decode.d0.loss_mask: 0.5847, decode.d0.loss_dice: 0.9495, decode.d1.loss_cls: 0.4335, decode.d1.loss_mask: 0.5541, decode.d1.loss_dice: 0.8676, decode.d2.loss_cls: 0.3691, decode.d2.loss_mask: 0.5441, decode.d2.loss_dice: 0.8422, decode.d3.loss_cls: 0.3574, decode.d3.loss_mask: 0.5376, decode.d3.loss_dice: 0.8180, decode.d4.loss_cls: 0.3478, decode.d4.loss_mask: 0.5341, decode.d4.loss_dice: 0.8207, decode.d5.loss_cls: 0.3407, decode.d5.loss_mask: 0.5338, decode.d5.loss_dice: 0.8157, decode.d6.loss_cls: 0.3354, decode.d6.loss_mask: 0.5307, decode.d6.loss_dice: 0.8085, decode.d7.loss_cls: 0.3256, decode.d7.loss_mask: 0.5322, decode.d7.loss_dice: 0.8107, decode.d8.loss_cls: 0.3251, decode.d8.loss_mask: 0.5314, decode.d8.loss_dice: 0.8128, loss: 19.0296 2022-04-26 21:38:34,665 - mmseg - INFO - Iter [69100/160000] lr: 8.157e-07, eta: 1 day, 3:38:59, time: 1.051, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2995, decode.loss_mask: 0.5099, decode.loss_dice: 0.7723, decode.d0.loss_cls: 2.0772, decode.d0.loss_mask: 0.5527, decode.d0.loss_dice: 0.8963, decode.d1.loss_cls: 0.4112, decode.d1.loss_mask: 0.5319, decode.d1.loss_dice: 0.8231, decode.d2.loss_cls: 0.3537, decode.d2.loss_mask: 0.5189, decode.d2.loss_dice: 0.7943, decode.d3.loss_cls: 0.3391, decode.d3.loss_mask: 0.5113, decode.d3.loss_dice: 0.7799, decode.d4.loss_cls: 0.3173, decode.d4.loss_mask: 0.5126, decode.d4.loss_dice: 0.7804, decode.d5.loss_cls: 0.3180, decode.d5.loss_mask: 0.5095, decode.d5.loss_dice: 0.7758, decode.d6.loss_cls: 0.3139, decode.d6.loss_mask: 0.5087, decode.d6.loss_dice: 0.7672, decode.d7.loss_cls: 0.3078, decode.d7.loss_mask: 0.5079, decode.d7.loss_dice: 0.7697, decode.d8.loss_cls: 0.3068, decode.d8.loss_mask: 0.5084, decode.d8.loss_dice: 0.7726, loss: 18.1479 2022-04-26 21:39:27,624 - mmseg - INFO - Iter [69150/160000] lr: 8.153e-07, eta: 1 day, 3:38:01, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3243, decode.loss_mask: 0.5279, decode.loss_dice: 0.8259, decode.d0.loss_cls: 2.0906, decode.d0.loss_mask: 0.5767, decode.d0.loss_dice: 0.9477, decode.d1.loss_cls: 0.4294, decode.d1.loss_mask: 0.5495, decode.d1.loss_dice: 0.8738, decode.d2.loss_cls: 0.3758, decode.d2.loss_mask: 0.5352, decode.d2.loss_dice: 0.8480, decode.d3.loss_cls: 0.3562, decode.d3.loss_mask: 0.5325, decode.d3.loss_dice: 0.8281, decode.d4.loss_cls: 0.3399, decode.d4.loss_mask: 0.5311, decode.d4.loss_dice: 0.8286, decode.d5.loss_cls: 0.3328, decode.d5.loss_mask: 0.5301, decode.d5.loss_dice: 0.8241, decode.d6.loss_cls: 0.3301, decode.d6.loss_mask: 0.5303, decode.d6.loss_dice: 0.8232, decode.d7.loss_cls: 0.3262, decode.d7.loss_mask: 0.5267, decode.d7.loss_dice: 0.8200, decode.d8.loss_cls: 0.3226, decode.d8.loss_mask: 0.5296, decode.d8.loss_dice: 0.8238, loss: 19.0407 2022-04-26 21:40:20,851 - mmseg - INFO - Iter [69200/160000] lr: 8.148e-07, eta: 1 day, 3:37:05, time: 1.065, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3122, decode.loss_mask: 0.5222, decode.loss_dice: 0.8156, decode.d0.loss_cls: 2.0887, decode.d0.loss_mask: 0.5700, decode.d0.loss_dice: 0.9353, decode.d1.loss_cls: 0.4115, decode.d1.loss_mask: 0.5366, decode.d1.loss_dice: 0.8546, decode.d2.loss_cls: 0.3510, decode.d2.loss_mask: 0.5311, decode.d2.loss_dice: 0.8389, decode.d3.loss_cls: 0.3237, decode.d3.loss_mask: 0.5249, decode.d3.loss_dice: 0.8243, decode.d4.loss_cls: 0.3254, decode.d4.loss_mask: 0.5208, decode.d4.loss_dice: 0.8240, decode.d5.loss_cls: 0.3257, decode.d5.loss_mask: 0.5195, decode.d5.loss_dice: 0.8200, decode.d6.loss_cls: 0.3183, decode.d6.loss_mask: 0.5199, decode.d6.loss_dice: 0.8140, decode.d7.loss_cls: 0.3118, decode.d7.loss_mask: 0.5206, decode.d7.loss_dice: 0.8154, decode.d8.loss_cls: 0.3085, decode.d8.loss_mask: 0.5214, decode.d8.loss_dice: 0.8183, loss: 18.7241 2022-04-26 21:41:12,755 - mmseg - INFO - Iter [69250/160000] lr: 8.144e-07, eta: 1 day, 3:36:06, time: 1.038, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3488, decode.loss_mask: 0.5068, decode.loss_dice: 0.7760, decode.d0.loss_cls: 2.0826, decode.d0.loss_mask: 0.5546, decode.d0.loss_dice: 0.9088, decode.d1.loss_cls: 0.4421, decode.d1.loss_mask: 0.5265, decode.d1.loss_dice: 0.8270, decode.d2.loss_cls: 0.3867, decode.d2.loss_mask: 0.5168, decode.d2.loss_dice: 0.7992, decode.d3.loss_cls: 0.3654, decode.d3.loss_mask: 0.5097, decode.d3.loss_dice: 0.7759, decode.d4.loss_cls: 0.3554, decode.d4.loss_mask: 0.5122, decode.d4.loss_dice: 0.7776, decode.d5.loss_cls: 0.3568, decode.d5.loss_mask: 0.5063, decode.d5.loss_dice: 0.7799, decode.d6.loss_cls: 0.3470, decode.d6.loss_mask: 0.5068, decode.d6.loss_dice: 0.7793, decode.d7.loss_cls: 0.3448, decode.d7.loss_mask: 0.5081, decode.d7.loss_dice: 0.7756, decode.d8.loss_cls: 0.3500, decode.d8.loss_mask: 0.5066, decode.d8.loss_dice: 0.7761, loss: 18.5095 2022-04-26 21:42:05,714 - mmseg - INFO - Iter [69300/160000] lr: 8.139e-07, eta: 1 day, 3:35:09, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3098, decode.loss_mask: 0.5502, decode.loss_dice: 0.7790, decode.d0.loss_cls: 2.0616, decode.d0.loss_mask: 0.5964, decode.d0.loss_dice: 0.8993, decode.d1.loss_cls: 0.3933, decode.d1.loss_mask: 0.5645, decode.d1.loss_dice: 0.8287, decode.d2.loss_cls: 0.3450, decode.d2.loss_mask: 0.5592, decode.d2.loss_dice: 0.8042, decode.d3.loss_cls: 0.3324, decode.d3.loss_mask: 0.5534, decode.d3.loss_dice: 0.7921, decode.d4.loss_cls: 0.3232, decode.d4.loss_mask: 0.5514, decode.d4.loss_dice: 0.7907, decode.d5.loss_cls: 0.3181, decode.d5.loss_mask: 0.5522, decode.d5.loss_dice: 0.7853, decode.d6.loss_cls: 0.3128, decode.d6.loss_mask: 0.5499, decode.d6.loss_dice: 0.7820, decode.d7.loss_cls: 0.3072, decode.d7.loss_mask: 0.5492, decode.d7.loss_dice: 0.7791, decode.d8.loss_cls: 0.3097, decode.d8.loss_mask: 0.5507, decode.d8.loss_dice: 0.7828, loss: 18.6134 2022-04-26 21:42:59,592 - mmseg - INFO - Iter [69350/160000] lr: 8.135e-07, eta: 1 day, 3:34:13, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3226, decode.loss_mask: 0.5138, decode.loss_dice: 0.8190, decode.d0.loss_cls: 2.1449, decode.d0.loss_mask: 0.5559, decode.d0.loss_dice: 0.9402, decode.d1.loss_cls: 0.4333, decode.d1.loss_mask: 0.5324, decode.d1.loss_dice: 0.8617, decode.d2.loss_cls: 0.3725, decode.d2.loss_mask: 0.5239, decode.d2.loss_dice: 0.8368, decode.d3.loss_cls: 0.3427, decode.d3.loss_mask: 0.5184, decode.d3.loss_dice: 0.8225, decode.d4.loss_cls: 0.3387, decode.d4.loss_mask: 0.5172, decode.d4.loss_dice: 0.8226, decode.d5.loss_cls: 0.3321, decode.d5.loss_mask: 0.5157, decode.d5.loss_dice: 0.8227, decode.d6.loss_cls: 0.3294, decode.d6.loss_mask: 0.5140, decode.d6.loss_dice: 0.8174, decode.d7.loss_cls: 0.3161, decode.d7.loss_mask: 0.5159, decode.d7.loss_dice: 0.8212, decode.d8.loss_cls: 0.3209, decode.d8.loss_mask: 0.5135, decode.d8.loss_dice: 0.8153, loss: 18.8533 2022-04-26 21:43:53,141 - mmseg - INFO - Iter [69400/160000] lr: 8.130e-07, eta: 1 day, 3:33:17, time: 1.071, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3475, decode.loss_mask: 0.5275, decode.loss_dice: 0.8142, decode.d0.loss_cls: 2.1395, decode.d0.loss_mask: 0.5788, decode.d0.loss_dice: 0.9444, decode.d1.loss_cls: 0.4369, decode.d1.loss_mask: 0.5499, decode.d1.loss_dice: 0.8628, decode.d2.loss_cls: 0.3898, decode.d2.loss_mask: 0.5368, decode.d2.loss_dice: 0.8371, decode.d3.loss_cls: 0.3613, decode.d3.loss_mask: 0.5314, decode.d3.loss_dice: 0.8161, decode.d4.loss_cls: 0.3570, decode.d4.loss_mask: 0.5307, decode.d4.loss_dice: 0.8223, decode.d5.loss_cls: 0.3533, decode.d5.loss_mask: 0.5270, decode.d5.loss_dice: 0.8173, decode.d6.loss_cls: 0.3451, decode.d6.loss_mask: 0.5282, decode.d6.loss_dice: 0.8138, decode.d7.loss_cls: 0.3408, decode.d7.loss_mask: 0.5259, decode.d7.loss_dice: 0.8173, decode.d8.loss_cls: 0.3437, decode.d8.loss_mask: 0.5280, decode.d8.loss_dice: 0.8130, loss: 19.1375 2022-04-26 21:44:47,555 - mmseg - INFO - Iter [69450/160000] lr: 8.126e-07, eta: 1 day, 3:32:22, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3350, decode.loss_mask: 0.5152, decode.loss_dice: 0.7897, decode.d0.loss_cls: 2.0626, decode.d0.loss_mask: 0.5574, decode.d0.loss_dice: 0.9152, decode.d1.loss_cls: 0.4284, decode.d1.loss_mask: 0.5342, decode.d1.loss_dice: 0.8441, decode.d2.loss_cls: 0.3867, decode.d2.loss_mask: 0.5244, decode.d2.loss_dice: 0.8175, decode.d3.loss_cls: 0.3492, decode.d3.loss_mask: 0.5193, decode.d3.loss_dice: 0.8043, decode.d4.loss_cls: 0.3433, decode.d4.loss_mask: 0.5167, decode.d4.loss_dice: 0.7996, decode.d5.loss_cls: 0.3396, decode.d5.loss_mask: 0.5170, decode.d5.loss_dice: 0.7985, decode.d6.loss_cls: 0.3349, decode.d6.loss_mask: 0.5149, decode.d6.loss_dice: 0.7967, decode.d7.loss_cls: 0.3332, decode.d7.loss_mask: 0.5142, decode.d7.loss_dice: 0.7962, decode.d8.loss_cls: 0.3285, decode.d8.loss_mask: 0.5133, decode.d8.loss_dice: 0.7931, loss: 18.6228 2022-04-26 21:45:43,729 - mmseg - INFO - Iter [69500/160000] lr: 8.121e-07, eta: 1 day, 3:31:29, time: 1.123, data_time: 0.064, memory: 64049, decode.loss_cls: 0.3150, decode.loss_mask: 0.5240, decode.loss_dice: 0.7963, decode.d0.loss_cls: 2.1108, decode.d0.loss_mask: 0.5750, decode.d0.loss_dice: 0.9170, decode.d1.loss_cls: 0.4247, decode.d1.loss_mask: 0.5431, decode.d1.loss_dice: 0.8509, decode.d2.loss_cls: 0.3816, decode.d2.loss_mask: 0.5321, decode.d2.loss_dice: 0.8284, decode.d3.loss_cls: 0.3518, decode.d3.loss_mask: 0.5248, decode.d3.loss_dice: 0.8068, decode.d4.loss_cls: 0.3430, decode.d4.loss_mask: 0.5200, decode.d4.loss_dice: 0.8032, decode.d5.loss_cls: 0.3365, decode.d5.loss_mask: 0.5255, decode.d5.loss_dice: 0.8019, decode.d6.loss_cls: 0.3235, decode.d6.loss_mask: 0.5225, decode.d6.loss_dice: 0.7980, decode.d7.loss_cls: 0.3177, decode.d7.loss_mask: 0.5248, decode.d7.loss_dice: 0.8001, decode.d8.loss_cls: 0.3183, decode.d8.loss_mask: 0.5254, decode.d8.loss_dice: 0.7950, loss: 18.7378 2022-04-26 21:46:38,400 - mmseg - INFO - Iter [69550/160000] lr: 8.117e-07, eta: 1 day, 3:30:34, time: 1.093, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3030, decode.loss_mask: 0.5174, decode.loss_dice: 0.7930, decode.d0.loss_cls: 2.0764, decode.d0.loss_mask: 0.5620, decode.d0.loss_dice: 0.9211, decode.d1.loss_cls: 0.3899, decode.d1.loss_mask: 0.5364, decode.d1.loss_dice: 0.8493, decode.d2.loss_cls: 0.3420, decode.d2.loss_mask: 0.5239, decode.d2.loss_dice: 0.8271, decode.d3.loss_cls: 0.3293, decode.d3.loss_mask: 0.5210, decode.d3.loss_dice: 0.8051, decode.d4.loss_cls: 0.3142, decode.d4.loss_mask: 0.5215, decode.d4.loss_dice: 0.8027, decode.d5.loss_cls: 0.3051, decode.d5.loss_mask: 0.5212, decode.d5.loss_dice: 0.8013, decode.d6.loss_cls: 0.3055, decode.d6.loss_mask: 0.5192, decode.d6.loss_dice: 0.7977, decode.d7.loss_cls: 0.3068, decode.d7.loss_mask: 0.5192, decode.d7.loss_dice: 0.7982, decode.d8.loss_cls: 0.2999, decode.d8.loss_mask: 0.5185, decode.d8.loss_dice: 0.7963, loss: 18.4242 2022-04-26 21:47:31,840 - mmseg - INFO - Iter [69600/160000] lr: 8.112e-07, eta: 1 day, 3:29:38, time: 1.067, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2887, decode.loss_mask: 0.5183, decode.loss_dice: 0.7801, decode.d0.loss_cls: 2.0323, decode.d0.loss_mask: 0.5625, decode.d0.loss_dice: 0.9079, decode.d1.loss_cls: 0.3905, decode.d1.loss_mask: 0.5333, decode.d1.loss_dice: 0.8257, decode.d2.loss_cls: 0.3335, decode.d2.loss_mask: 0.5254, decode.d2.loss_dice: 0.7976, decode.d3.loss_cls: 0.3147, decode.d3.loss_mask: 0.5224, decode.d3.loss_dice: 0.7819, decode.d4.loss_cls: 0.3066, decode.d4.loss_mask: 0.5200, decode.d4.loss_dice: 0.7797, decode.d5.loss_cls: 0.2972, decode.d5.loss_mask: 0.5201, decode.d5.loss_dice: 0.7828, decode.d6.loss_cls: 0.2965, decode.d6.loss_mask: 0.5192, decode.d6.loss_dice: 0.7799, decode.d7.loss_cls: 0.2949, decode.d7.loss_mask: 0.5209, decode.d7.loss_dice: 0.7792, decode.d8.loss_cls: 0.2898, decode.d8.loss_mask: 0.5208, decode.d8.loss_dice: 0.7792, loss: 18.1017 2022-04-26 21:48:25,803 - mmseg - INFO - Iter [69650/160000] lr: 8.108e-07, eta: 1 day, 3:28:42, time: 1.079, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3337, decode.loss_mask: 0.5054, decode.loss_dice: 0.8246, decode.d0.loss_cls: 2.1140, decode.d0.loss_mask: 0.5501, decode.d0.loss_dice: 0.9528, decode.d1.loss_cls: 0.4324, decode.d1.loss_mask: 0.5256, decode.d1.loss_dice: 0.8734, decode.d2.loss_cls: 0.3819, decode.d2.loss_mask: 0.5147, decode.d2.loss_dice: 0.8488, decode.d3.loss_cls: 0.3560, decode.d3.loss_mask: 0.5092, decode.d3.loss_dice: 0.8305, decode.d4.loss_cls: 0.3466, decode.d4.loss_mask: 0.5086, decode.d4.loss_dice: 0.8294, decode.d5.loss_cls: 0.3432, decode.d5.loss_mask: 0.5062, decode.d5.loss_dice: 0.8311, decode.d6.loss_cls: 0.3322, decode.d6.loss_mask: 0.5061, decode.d6.loss_dice: 0.8231, decode.d7.loss_cls: 0.3302, decode.d7.loss_mask: 0.5049, decode.d7.loss_dice: 0.8264, decode.d8.loss_cls: 0.3345, decode.d8.loss_mask: 0.5052, decode.d8.loss_dice: 0.8250, loss: 18.9060 2022-04-26 21:49:18,964 - mmseg - INFO - Iter [69700/160000] lr: 8.103e-07, eta: 1 day, 3:27:45, time: 1.063, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3122, decode.loss_mask: 0.5152, decode.loss_dice: 0.8007, decode.d0.loss_cls: 2.0810, decode.d0.loss_mask: 0.5602, decode.d0.loss_dice: 0.9223, decode.d1.loss_cls: 0.4076, decode.d1.loss_mask: 0.5340, decode.d1.loss_dice: 0.8486, decode.d2.loss_cls: 0.3582, decode.d2.loss_mask: 0.5233, decode.d2.loss_dice: 0.8271, decode.d3.loss_cls: 0.3312, decode.d3.loss_mask: 0.5194, decode.d3.loss_dice: 0.8084, decode.d4.loss_cls: 0.3218, decode.d4.loss_mask: 0.5182, decode.d4.loss_dice: 0.8065, decode.d5.loss_cls: 0.3168, decode.d5.loss_mask: 0.5192, decode.d5.loss_dice: 0.8080, decode.d6.loss_cls: 0.3183, decode.d6.loss_mask: 0.5166, decode.d6.loss_dice: 0.8026, decode.d7.loss_cls: 0.3081, decode.d7.loss_mask: 0.5161, decode.d7.loss_dice: 0.8012, decode.d8.loss_cls: 0.3091, decode.d8.loss_mask: 0.5176, decode.d8.loss_dice: 0.8054, loss: 18.5346 2022-04-26 21:50:13,796 - mmseg - INFO - Iter [69750/160000] lr: 8.099e-07, eta: 1 day, 3:26:50, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3452, decode.loss_mask: 0.5187, decode.loss_dice: 0.8171, decode.d0.loss_cls: 2.1636, decode.d0.loss_mask: 0.5650, decode.d0.loss_dice: 0.9537, decode.d1.loss_cls: 0.4349, decode.d1.loss_mask: 0.5383, decode.d1.loss_dice: 0.8718, decode.d2.loss_cls: 0.3812, decode.d2.loss_mask: 0.5303, decode.d2.loss_dice: 0.8465, decode.d3.loss_cls: 0.3640, decode.d3.loss_mask: 0.5233, decode.d3.loss_dice: 0.8267, decode.d4.loss_cls: 0.3524, decode.d4.loss_mask: 0.5204, decode.d4.loss_dice: 0.8256, decode.d5.loss_cls: 0.3540, decode.d5.loss_mask: 0.5216, decode.d5.loss_dice: 0.8227, decode.d6.loss_cls: 0.3532, decode.d6.loss_mask: 0.5195, decode.d6.loss_dice: 0.8180, decode.d7.loss_cls: 0.3500, decode.d7.loss_mask: 0.5202, decode.d7.loss_dice: 0.8165, decode.d8.loss_cls: 0.3487, decode.d8.loss_mask: 0.5200, decode.d8.loss_dice: 0.8174, loss: 19.1406 2022-04-26 21:51:06,280 - mmseg - INFO - Iter [69800/160000] lr: 8.094e-07, eta: 1 day, 3:25:53, time: 1.052, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3334, decode.loss_mask: 0.5432, decode.loss_dice: 0.8194, decode.d0.loss_cls: 2.0768, decode.d0.loss_mask: 0.5903, decode.d0.loss_dice: 0.9437, decode.d1.loss_cls: 0.4306, decode.d1.loss_mask: 0.5594, decode.d1.loss_dice: 0.8671, decode.d2.loss_cls: 0.3812, decode.d2.loss_mask: 0.5524, decode.d2.loss_dice: 0.8457, decode.d3.loss_cls: 0.3521, decode.d3.loss_mask: 0.5446, decode.d3.loss_dice: 0.8275, decode.d4.loss_cls: 0.3500, decode.d4.loss_mask: 0.5447, decode.d4.loss_dice: 0.8251, decode.d5.loss_cls: 0.3348, decode.d5.loss_mask: 0.5446, decode.d5.loss_dice: 0.8222, decode.d6.loss_cls: 0.3407, decode.d6.loss_mask: 0.5435, decode.d6.loss_dice: 0.8110, decode.d7.loss_cls: 0.3330, decode.d7.loss_mask: 0.5439, decode.d7.loss_dice: 0.8196, decode.d8.loss_cls: 0.3367, decode.d8.loss_mask: 0.5434, decode.d8.loss_dice: 0.8142, loss: 19.1747 2022-04-26 21:51:59,863 - mmseg - INFO - Iter [69850/160000] lr: 8.090e-07, eta: 1 day, 3:24:57, time: 1.072, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3191, decode.loss_mask: 0.5108, decode.loss_dice: 0.8084, decode.d0.loss_cls: 2.0898, decode.d0.loss_mask: 0.5620, decode.d0.loss_dice: 0.9459, decode.d1.loss_cls: 0.4302, decode.d1.loss_mask: 0.5334, decode.d1.loss_dice: 0.8634, decode.d2.loss_cls: 0.3728, decode.d2.loss_mask: 0.5175, decode.d2.loss_dice: 0.8339, decode.d3.loss_cls: 0.3489, decode.d3.loss_mask: 0.5122, decode.d3.loss_dice: 0.8097, decode.d4.loss_cls: 0.3342, decode.d4.loss_mask: 0.5119, decode.d4.loss_dice: 0.8124, decode.d5.loss_cls: 0.3297, decode.d5.loss_mask: 0.5117, decode.d5.loss_dice: 0.8161, decode.d6.loss_cls: 0.3210, decode.d6.loss_mask: 0.5124, decode.d6.loss_dice: 0.8105, decode.d7.loss_cls: 0.3178, decode.d7.loss_mask: 0.5139, decode.d7.loss_dice: 0.8107, decode.d8.loss_cls: 0.3189, decode.d8.loss_mask: 0.5112, decode.d8.loss_dice: 0.8098, loss: 18.7004 2022-04-26 21:52:54,305 - mmseg - INFO - Iter [69900/160000] lr: 8.085e-07, eta: 1 day, 3:24:01, time: 1.089, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3053, decode.loss_mask: 0.5243, decode.loss_dice: 0.8094, decode.d0.loss_cls: 2.0768, decode.d0.loss_mask: 0.5710, decode.d0.loss_dice: 0.9287, decode.d1.loss_cls: 0.3976, decode.d1.loss_mask: 0.5436, decode.d1.loss_dice: 0.8583, decode.d2.loss_cls: 0.3448, decode.d2.loss_mask: 0.5339, decode.d2.loss_dice: 0.8326, decode.d3.loss_cls: 0.3276, decode.d3.loss_mask: 0.5309, decode.d3.loss_dice: 0.8149, decode.d4.loss_cls: 0.3104, decode.d4.loss_mask: 0.5303, decode.d4.loss_dice: 0.8159, decode.d5.loss_cls: 0.3070, decode.d5.loss_mask: 0.5265, decode.d5.loss_dice: 0.8109, decode.d6.loss_cls: 0.3083, decode.d6.loss_mask: 0.5245, decode.d6.loss_dice: 0.8052, decode.d7.loss_cls: 0.3040, decode.d7.loss_mask: 0.5245, decode.d7.loss_dice: 0.8068, decode.d8.loss_cls: 0.3003, decode.d8.loss_mask: 0.5229, decode.d8.loss_dice: 0.8116, loss: 18.6088 2022-04-26 21:53:47,228 - mmseg - INFO - Iter [69950/160000] lr: 8.081e-07, eta: 1 day, 3:23:04, time: 1.058, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3153, decode.loss_mask: 0.5119, decode.loss_dice: 0.8026, decode.d0.loss_cls: 2.0452, decode.d0.loss_mask: 0.5599, decode.d0.loss_dice: 0.9253, decode.d1.loss_cls: 0.4181, decode.d1.loss_mask: 0.5288, decode.d1.loss_dice: 0.8483, decode.d2.loss_cls: 0.3571, decode.d2.loss_mask: 0.5207, decode.d2.loss_dice: 0.8258, decode.d3.loss_cls: 0.3379, decode.d3.loss_mask: 0.5171, decode.d3.loss_dice: 0.8088, decode.d4.loss_cls: 0.3234, decode.d4.loss_mask: 0.5164, decode.d4.loss_dice: 0.8108, decode.d5.loss_cls: 0.3180, decode.d5.loss_mask: 0.5159, decode.d5.loss_dice: 0.8067, decode.d6.loss_cls: 0.3159, decode.d6.loss_mask: 0.5116, decode.d6.loss_dice: 0.8037, decode.d7.loss_cls: 0.3146, decode.d7.loss_mask: 0.5125, decode.d7.loss_dice: 0.8030, decode.d8.loss_cls: 0.3097, decode.d8.loss_mask: 0.5134, decode.d8.loss_dice: 0.8050, loss: 18.5032 2022-04-26 21:54:41,594 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 21:54:41,596 - mmseg - INFO - Iter [70000/160000] lr: 8.076e-07, eta: 1 day, 3:22:09, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3229, decode.loss_mask: 0.5163, decode.loss_dice: 0.8016, decode.d0.loss_cls: 2.0980, decode.d0.loss_mask: 0.5525, decode.d0.loss_dice: 0.9149, decode.d1.loss_cls: 0.4206, decode.d1.loss_mask: 0.5300, decode.d1.loss_dice: 0.8448, decode.d2.loss_cls: 0.3650, decode.d2.loss_mask: 0.5231, decode.d2.loss_dice: 0.8202, decode.d3.loss_cls: 0.3455, decode.d3.loss_mask: 0.5189, decode.d3.loss_dice: 0.8040, decode.d4.loss_cls: 0.3335, decode.d4.loss_mask: 0.5166, decode.d4.loss_dice: 0.8037, decode.d5.loss_cls: 0.3237, decode.d5.loss_mask: 0.5195, decode.d5.loss_dice: 0.8074, decode.d6.loss_cls: 0.3260, decode.d6.loss_mask: 0.5170, decode.d6.loss_dice: 0.8040, decode.d7.loss_cls: 0.3258, decode.d7.loss_mask: 0.5176, decode.d7.loss_dice: 0.7979, decode.d8.loss_cls: 0.3299, decode.d8.loss_mask: 0.5168, decode.d8.loss_dice: 0.7992, loss: 18.6170 2022-04-26 21:55:34,971 - mmseg - INFO - Iter [70050/160000] lr: 8.072e-07, eta: 1 day, 3:21:13, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3129, decode.loss_mask: 0.5044, decode.loss_dice: 0.8122, decode.d0.loss_cls: 2.0880, decode.d0.loss_mask: 0.5523, decode.d0.loss_dice: 0.9390, decode.d1.loss_cls: 0.4156, decode.d1.loss_mask: 0.5257, decode.d1.loss_dice: 0.8648, decode.d2.loss_cls: 0.3567, decode.d2.loss_mask: 0.5129, decode.d2.loss_dice: 0.8398, decode.d3.loss_cls: 0.3347, decode.d3.loss_mask: 0.5097, decode.d3.loss_dice: 0.8182, decode.d4.loss_cls: 0.3269, decode.d4.loss_mask: 0.5079, decode.d4.loss_dice: 0.8184, decode.d5.loss_cls: 0.3165, decode.d5.loss_mask: 0.5058, decode.d5.loss_dice: 0.8198, decode.d6.loss_cls: 0.3133, decode.d6.loss_mask: 0.5060, decode.d6.loss_dice: 0.8161, decode.d7.loss_cls: 0.3046, decode.d7.loss_mask: 0.5057, decode.d7.loss_dice: 0.8160, decode.d8.loss_cls: 0.3069, decode.d8.loss_mask: 0.5055, decode.d8.loss_dice: 0.8135, loss: 18.5698 2022-04-26 21:56:28,369 - mmseg - INFO - Iter [70100/160000] lr: 8.067e-07, eta: 1 day, 3:20:16, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3138, decode.loss_mask: 0.5223, decode.loss_dice: 0.8020, decode.d0.loss_cls: 2.1069, decode.d0.loss_mask: 0.5688, decode.d0.loss_dice: 0.9214, decode.d1.loss_cls: 0.4218, decode.d1.loss_mask: 0.5420, decode.d1.loss_dice: 0.8415, decode.d2.loss_cls: 0.3666, decode.d2.loss_mask: 0.5325, decode.d2.loss_dice: 0.8154, decode.d3.loss_cls: 0.3359, decode.d3.loss_mask: 0.5269, decode.d3.loss_dice: 0.8088, decode.d4.loss_cls: 0.3256, decode.d4.loss_mask: 0.5257, decode.d4.loss_dice: 0.8034, decode.d5.loss_cls: 0.3253, decode.d5.loss_mask: 0.5257, decode.d5.loss_dice: 0.8051, decode.d6.loss_cls: 0.3192, decode.d6.loss_mask: 0.5249, decode.d6.loss_dice: 0.8019, decode.d7.loss_cls: 0.3217, decode.d7.loss_mask: 0.5227, decode.d7.loss_dice: 0.8023, decode.d8.loss_cls: 0.3167, decode.d8.loss_mask: 0.5230, decode.d8.loss_dice: 0.8009, loss: 18.6706 2022-04-26 21:57:23,368 - mmseg - INFO - Iter [70150/160000] lr: 8.063e-07, eta: 1 day, 3:19:22, time: 1.100, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3313, decode.loss_mask: 0.4967, decode.loss_dice: 0.7728, decode.d0.loss_cls: 2.1123, decode.d0.loss_mask: 0.5439, decode.d0.loss_dice: 0.8955, decode.d1.loss_cls: 0.4379, decode.d1.loss_mask: 0.5124, decode.d1.loss_dice: 0.8170, decode.d2.loss_cls: 0.3895, decode.d2.loss_mask: 0.5016, decode.d2.loss_dice: 0.7897, decode.d3.loss_cls: 0.3578, decode.d3.loss_mask: 0.4955, decode.d3.loss_dice: 0.7792, decode.d4.loss_cls: 0.3457, decode.d4.loss_mask: 0.4955, decode.d4.loss_dice: 0.7791, decode.d5.loss_cls: 0.3421, decode.d5.loss_mask: 0.4937, decode.d5.loss_dice: 0.7777, decode.d6.loss_cls: 0.3355, decode.d6.loss_mask: 0.4955, decode.d6.loss_dice: 0.7716, decode.d7.loss_cls: 0.3363, decode.d7.loss_mask: 0.4947, decode.d7.loss_dice: 0.7705, decode.d8.loss_cls: 0.3326, decode.d8.loss_mask: 0.4962, decode.d8.loss_dice: 0.7696, loss: 18.2695 2022-04-26 21:58:16,183 - mmseg - INFO - Iter [70200/160000] lr: 8.058e-07, eta: 1 day, 3:18:25, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3121, decode.loss_mask: 0.5113, decode.loss_dice: 0.8077, decode.d0.loss_cls: 2.1116, decode.d0.loss_mask: 0.5613, decode.d0.loss_dice: 0.9266, decode.d1.loss_cls: 0.4077, decode.d1.loss_mask: 0.5310, decode.d1.loss_dice: 0.8528, decode.d2.loss_cls: 0.3629, decode.d2.loss_mask: 0.5185, decode.d2.loss_dice: 0.8247, decode.d3.loss_cls: 0.3431, decode.d3.loss_mask: 0.5149, decode.d3.loss_dice: 0.8044, decode.d4.loss_cls: 0.3282, decode.d4.loss_mask: 0.5148, decode.d4.loss_dice: 0.8058, decode.d5.loss_cls: 0.3192, decode.d5.loss_mask: 0.5133, decode.d5.loss_dice: 0.8032, decode.d6.loss_cls: 0.3147, decode.d6.loss_mask: 0.5120, decode.d6.loss_dice: 0.7962, decode.d7.loss_cls: 0.3135, decode.d7.loss_mask: 0.5107, decode.d7.loss_dice: 0.8017, decode.d8.loss_cls: 0.3038, decode.d8.loss_mask: 0.5123, decode.d8.loss_dice: 0.8022, loss: 18.5421 2022-04-26 21:59:09,660 - mmseg - INFO - Iter [70250/160000] lr: 8.054e-07, eta: 1 day, 3:17:28, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3457, decode.loss_mask: 0.5245, decode.loss_dice: 0.8254, decode.d0.loss_cls: 2.1247, decode.d0.loss_mask: 0.5708, decode.d0.loss_dice: 0.9568, decode.d1.loss_cls: 0.4321, decode.d1.loss_mask: 0.5398, decode.d1.loss_dice: 0.8850, decode.d2.loss_cls: 0.3805, decode.d2.loss_mask: 0.5328, decode.d2.loss_dice: 0.8531, decode.d3.loss_cls: 0.3609, decode.d3.loss_mask: 0.5269, decode.d3.loss_dice: 0.8343, decode.d4.loss_cls: 0.3486, decode.d4.loss_mask: 0.5249, decode.d4.loss_dice: 0.8365, decode.d5.loss_cls: 0.3450, decode.d5.loss_mask: 0.5263, decode.d5.loss_dice: 0.8358, decode.d6.loss_cls: 0.3412, decode.d6.loss_mask: 0.5283, decode.d6.loss_dice: 0.8276, decode.d7.loss_cls: 0.3396, decode.d7.loss_mask: 0.5239, decode.d7.loss_dice: 0.8268, decode.d8.loss_cls: 0.3416, decode.d8.loss_mask: 0.5254, decode.d8.loss_dice: 0.8248, loss: 19.1895 2022-04-26 22:00:03,129 - mmseg - INFO - Iter [70300/160000] lr: 8.050e-07, eta: 1 day, 3:16:32, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3035, decode.loss_mask: 0.5100, decode.loss_dice: 0.7842, decode.d0.loss_cls: 2.1459, decode.d0.loss_mask: 0.5613, decode.d0.loss_dice: 0.9140, decode.d1.loss_cls: 0.3934, decode.d1.loss_mask: 0.5325, decode.d1.loss_dice: 0.8360, decode.d2.loss_cls: 0.3435, decode.d2.loss_mask: 0.5204, decode.d2.loss_dice: 0.8084, decode.d3.loss_cls: 0.3262, decode.d3.loss_mask: 0.5129, decode.d3.loss_dice: 0.7923, decode.d4.loss_cls: 0.3208, decode.d4.loss_mask: 0.5130, decode.d4.loss_dice: 0.7918, decode.d5.loss_cls: 0.3184, decode.d5.loss_mask: 0.5150, decode.d5.loss_dice: 0.7870, decode.d6.loss_cls: 0.3113, decode.d6.loss_mask: 0.5123, decode.d6.loss_dice: 0.7814, decode.d7.loss_cls: 0.3166, decode.d7.loss_mask: 0.5117, decode.d7.loss_dice: 0.7816, decode.d8.loss_cls: 0.3033, decode.d8.loss_mask: 0.5100, decode.d8.loss_dice: 0.7859, loss: 18.3447 2022-04-26 22:00:56,151 - mmseg - INFO - Iter [70350/160000] lr: 8.045e-07, eta: 1 day, 3:15:35, time: 1.060, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3157, decode.loss_mask: 0.5393, decode.loss_dice: 0.8019, decode.d0.loss_cls: 2.0770, decode.d0.loss_mask: 0.5946, decode.d0.loss_dice: 0.9319, decode.d1.loss_cls: 0.4181, decode.d1.loss_mask: 0.5629, decode.d1.loss_dice: 0.8640, decode.d2.loss_cls: 0.3703, decode.d2.loss_mask: 0.5480, decode.d2.loss_dice: 0.8281, decode.d3.loss_cls: 0.3374, decode.d3.loss_mask: 0.5433, decode.d3.loss_dice: 0.8090, decode.d4.loss_cls: 0.3289, decode.d4.loss_mask: 0.5441, decode.d4.loss_dice: 0.8098, decode.d5.loss_cls: 0.3293, decode.d5.loss_mask: 0.5412, decode.d5.loss_dice: 0.8040, decode.d6.loss_cls: 0.3158, decode.d6.loss_mask: 0.5424, decode.d6.loss_dice: 0.8043, decode.d7.loss_cls: 0.3087, decode.d7.loss_mask: 0.5412, decode.d7.loss_dice: 0.8071, decode.d8.loss_cls: 0.3211, decode.d8.loss_mask: 0.5398, decode.d8.loss_dice: 0.8040, loss: 18.8834 2022-04-26 22:01:49,161 - mmseg - INFO - Iter [70400/160000] lr: 8.041e-07, eta: 1 day, 3:14:38, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3690, decode.loss_mask: 0.4986, decode.loss_dice: 0.7985, decode.d0.loss_cls: 2.1166, decode.d0.loss_mask: 0.5447, decode.d0.loss_dice: 0.9385, decode.d1.loss_cls: 0.4501, decode.d1.loss_mask: 0.5182, decode.d1.loss_dice: 0.8481, decode.d2.loss_cls: 0.4110, decode.d2.loss_mask: 0.5076, decode.d2.loss_dice: 0.8247, decode.d3.loss_cls: 0.3765, decode.d3.loss_mask: 0.5048, decode.d3.loss_dice: 0.8089, decode.d4.loss_cls: 0.3730, decode.d4.loss_mask: 0.5045, decode.d4.loss_dice: 0.8057, decode.d5.loss_cls: 0.3659, decode.d5.loss_mask: 0.5023, decode.d5.loss_dice: 0.8088, decode.d6.loss_cls: 0.3708, decode.d6.loss_mask: 0.5000, decode.d6.loss_dice: 0.8017, decode.d7.loss_cls: 0.3692, decode.d7.loss_mask: 0.4991, decode.d7.loss_dice: 0.7980, decode.d8.loss_cls: 0.3717, decode.d8.loss_mask: 0.4986, decode.d8.loss_dice: 0.7948, loss: 18.8798 2022-04-26 22:02:42,911 - mmseg - INFO - Iter [70450/160000] lr: 8.036e-07, eta: 1 day, 3:13:42, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3187, decode.loss_mask: 0.5257, decode.loss_dice: 0.8123, decode.d0.loss_cls: 2.0451, decode.d0.loss_mask: 0.5719, decode.d0.loss_dice: 0.9348, decode.d1.loss_cls: 0.4089, decode.d1.loss_mask: 0.5483, decode.d1.loss_dice: 0.8569, decode.d2.loss_cls: 0.3694, decode.d2.loss_mask: 0.5365, decode.d2.loss_dice: 0.8376, decode.d3.loss_cls: 0.3418, decode.d3.loss_mask: 0.5305, decode.d3.loss_dice: 0.8190, decode.d4.loss_cls: 0.3408, decode.d4.loss_mask: 0.5312, decode.d4.loss_dice: 0.8207, decode.d5.loss_cls: 0.3308, decode.d5.loss_mask: 0.5280, decode.d5.loss_dice: 0.8168, decode.d6.loss_cls: 0.3278, decode.d6.loss_mask: 0.5278, decode.d6.loss_dice: 0.8126, decode.d7.loss_cls: 0.3243, decode.d7.loss_mask: 0.5264, decode.d7.loss_dice: 0.8110, decode.d8.loss_cls: 0.3198, decode.d8.loss_mask: 0.5280, decode.d8.loss_dice: 0.8101, loss: 18.8136 2022-04-26 22:03:36,397 - mmseg - INFO - Iter [70500/160000] lr: 8.032e-07, eta: 1 day, 3:12:46, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3335, decode.loss_mask: 0.5085, decode.loss_dice: 0.7803, decode.d0.loss_cls: 2.0906, decode.d0.loss_mask: 0.5629, decode.d0.loss_dice: 0.9152, decode.d1.loss_cls: 0.4286, decode.d1.loss_mask: 0.5309, decode.d1.loss_dice: 0.8310, decode.d2.loss_cls: 0.3874, decode.d2.loss_mask: 0.5180, decode.d2.loss_dice: 0.8055, decode.d3.loss_cls: 0.3708, decode.d3.loss_mask: 0.5174, decode.d3.loss_dice: 0.7879, decode.d4.loss_cls: 0.3604, decode.d4.loss_mask: 0.5120, decode.d4.loss_dice: 0.7883, decode.d5.loss_cls: 0.3445, decode.d5.loss_mask: 0.5119, decode.d5.loss_dice: 0.7871, decode.d6.loss_cls: 0.3458, decode.d6.loss_mask: 0.5083, decode.d6.loss_dice: 0.7809, decode.d7.loss_cls: 0.3480, decode.d7.loss_mask: 0.5067, decode.d7.loss_dice: 0.7801, decode.d8.loss_cls: 0.3392, decode.d8.loss_mask: 0.5082, decode.d8.loss_dice: 0.7829, loss: 18.5733 2022-04-26 22:04:29,935 - mmseg - INFO - Iter [70550/160000] lr: 8.027e-07, eta: 1 day, 3:11:50, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3174, decode.loss_mask: 0.5210, decode.loss_dice: 0.8018, decode.d0.loss_cls: 2.1750, decode.d0.loss_mask: 0.5713, decode.d0.loss_dice: 0.9268, decode.d1.loss_cls: 0.4228, decode.d1.loss_mask: 0.5381, decode.d1.loss_dice: 0.8478, decode.d2.loss_cls: 0.3757, decode.d2.loss_mask: 0.5307, decode.d2.loss_dice: 0.8208, decode.d3.loss_cls: 0.3529, decode.d3.loss_mask: 0.5238, decode.d3.loss_dice: 0.8079, decode.d4.loss_cls: 0.3366, decode.d4.loss_mask: 0.5229, decode.d4.loss_dice: 0.8078, decode.d5.loss_cls: 0.3290, decode.d5.loss_mask: 0.5237, decode.d5.loss_dice: 0.8073, decode.d6.loss_cls: 0.3241, decode.d6.loss_mask: 0.5238, decode.d6.loss_dice: 0.8002, decode.d7.loss_cls: 0.3230, decode.d7.loss_mask: 0.5234, decode.d7.loss_dice: 0.7996, decode.d8.loss_cls: 0.3208, decode.d8.loss_mask: 0.5191, decode.d8.loss_dice: 0.8013, loss: 18.7964 2022-04-26 22:05:22,754 - mmseg - INFO - Iter [70600/160000] lr: 8.023e-07, eta: 1 day, 3:10:52, time: 1.056, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3110, decode.loss_mask: 0.5215, decode.loss_dice: 0.8057, decode.d0.loss_cls: 2.0926, decode.d0.loss_mask: 0.5619, decode.d0.loss_dice: 0.9276, decode.d1.loss_cls: 0.4080, decode.d1.loss_mask: 0.5339, decode.d1.loss_dice: 0.8529, decode.d2.loss_cls: 0.3528, decode.d2.loss_mask: 0.5275, decode.d2.loss_dice: 0.8272, decode.d3.loss_cls: 0.3383, decode.d3.loss_mask: 0.5241, decode.d3.loss_dice: 0.8177, decode.d4.loss_cls: 0.3201, decode.d4.loss_mask: 0.5245, decode.d4.loss_dice: 0.8146, decode.d5.loss_cls: 0.3176, decode.d5.loss_mask: 0.5238, decode.d5.loss_dice: 0.8130, decode.d6.loss_cls: 0.3134, decode.d6.loss_mask: 0.5222, decode.d6.loss_dice: 0.8074, decode.d7.loss_cls: 0.3125, decode.d7.loss_mask: 0.5203, decode.d7.loss_dice: 0.8026, decode.d8.loss_cls: 0.3134, decode.d8.loss_mask: 0.5201, decode.d8.loss_dice: 0.8036, loss: 18.6319 2022-04-26 22:06:16,045 - mmseg - INFO - Iter [70650/160000] lr: 8.018e-07, eta: 1 day, 3:09:56, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3187, decode.loss_mask: 0.5267, decode.loss_dice: 0.7984, decode.d0.loss_cls: 2.0533, decode.d0.loss_mask: 0.5763, decode.d0.loss_dice: 0.9221, decode.d1.loss_cls: 0.4230, decode.d1.loss_mask: 0.5499, decode.d1.loss_dice: 0.8548, decode.d2.loss_cls: 0.3730, decode.d2.loss_mask: 0.5380, decode.d2.loss_dice: 0.8280, decode.d3.loss_cls: 0.3401, decode.d3.loss_mask: 0.5333, decode.d3.loss_dice: 0.8057, decode.d4.loss_cls: 0.3323, decode.d4.loss_mask: 0.5300, decode.d4.loss_dice: 0.8087, decode.d5.loss_cls: 0.3323, decode.d5.loss_mask: 0.5282, decode.d5.loss_dice: 0.8037, decode.d6.loss_cls: 0.3152, decode.d6.loss_mask: 0.5265, decode.d6.loss_dice: 0.8010, decode.d7.loss_cls: 0.3142, decode.d7.loss_mask: 0.5263, decode.d7.loss_dice: 0.8011, decode.d8.loss_cls: 0.3184, decode.d8.loss_mask: 0.5262, decode.d8.loss_dice: 0.8007, loss: 18.7062 2022-04-26 22:07:09,628 - mmseg - INFO - Iter [70700/160000] lr: 8.014e-07, eta: 1 day, 3:09:00, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3487, decode.loss_mask: 0.5133, decode.loss_dice: 0.8107, decode.d0.loss_cls: 2.1083, decode.d0.loss_mask: 0.5539, decode.d0.loss_dice: 0.9439, decode.d1.loss_cls: 0.4474, decode.d1.loss_mask: 0.5346, decode.d1.loss_dice: 0.8663, decode.d2.loss_cls: 0.4019, decode.d2.loss_mask: 0.5203, decode.d2.loss_dice: 0.8435, decode.d3.loss_cls: 0.3694, decode.d3.loss_mask: 0.5151, decode.d3.loss_dice: 0.8235, decode.d4.loss_cls: 0.3673, decode.d4.loss_mask: 0.5129, decode.d4.loss_dice: 0.8145, decode.d5.loss_cls: 0.3575, decode.d5.loss_mask: 0.5125, decode.d5.loss_dice: 0.8155, decode.d6.loss_cls: 0.3530, decode.d6.loss_mask: 0.5107, decode.d6.loss_dice: 0.8113, decode.d7.loss_cls: 0.3504, decode.d7.loss_mask: 0.5122, decode.d7.loss_dice: 0.8195, decode.d8.loss_cls: 0.3498, decode.d8.loss_mask: 0.5111, decode.d8.loss_dice: 0.8157, loss: 19.0146 2022-04-26 22:08:05,809 - mmseg - INFO - Iter [70750/160000] lr: 8.009e-07, eta: 1 day, 3:08:07, time: 1.124, data_time: 0.064, memory: 64049, decode.loss_cls: 0.3407, decode.loss_mask: 0.5365, decode.loss_dice: 0.8127, decode.d0.loss_cls: 2.0653, decode.d0.loss_mask: 0.5828, decode.d0.loss_dice: 0.9527, decode.d1.loss_cls: 0.4247, decode.d1.loss_mask: 0.5556, decode.d1.loss_dice: 0.8731, decode.d2.loss_cls: 0.3733, decode.d2.loss_mask: 0.5476, decode.d2.loss_dice: 0.8459, decode.d3.loss_cls: 0.3549, decode.d3.loss_mask: 0.5419, decode.d3.loss_dice: 0.8231, decode.d4.loss_cls: 0.3435, decode.d4.loss_mask: 0.5424, decode.d4.loss_dice: 0.8248, decode.d5.loss_cls: 0.3367, decode.d5.loss_mask: 0.5406, decode.d5.loss_dice: 0.8182, decode.d6.loss_cls: 0.3363, decode.d6.loss_mask: 0.5388, decode.d6.loss_dice: 0.8178, decode.d7.loss_cls: 0.3339, decode.d7.loss_mask: 0.5383, decode.d7.loss_dice: 0.8173, decode.d8.loss_cls: 0.3330, decode.d8.loss_mask: 0.5382, decode.d8.loss_dice: 0.8151, loss: 19.1057 2022-04-26 22:08:59,835 - mmseg - INFO - Iter [70800/160000] lr: 8.005e-07, eta: 1 day, 3:07:11, time: 1.080, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3140, decode.loss_mask: 0.5167, decode.loss_dice: 0.7878, decode.d0.loss_cls: 2.0842, decode.d0.loss_mask: 0.5627, decode.d0.loss_dice: 0.9201, decode.d1.loss_cls: 0.4095, decode.d1.loss_mask: 0.5334, decode.d1.loss_dice: 0.8424, decode.d2.loss_cls: 0.3583, decode.d2.loss_mask: 0.5201, decode.d2.loss_dice: 0.8138, decode.d3.loss_cls: 0.3364, decode.d3.loss_mask: 0.5165, decode.d3.loss_dice: 0.7958, decode.d4.loss_cls: 0.3309, decode.d4.loss_mask: 0.5167, decode.d4.loss_dice: 0.7945, decode.d5.loss_cls: 0.3214, decode.d5.loss_mask: 0.5160, decode.d5.loss_dice: 0.7986, decode.d6.loss_cls: 0.3129, decode.d6.loss_mask: 0.5160, decode.d6.loss_dice: 0.7892, decode.d7.loss_cls: 0.3104, decode.d7.loss_mask: 0.5140, decode.d7.loss_dice: 0.7925, decode.d8.loss_cls: 0.3134, decode.d8.loss_mask: 0.5142, decode.d8.loss_dice: 0.7895, loss: 18.4417 2022-04-26 22:09:53,740 - mmseg - INFO - Iter [70850/160000] lr: 8.000e-07, eta: 1 day, 3:06:15, time: 1.078, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3445, decode.loss_mask: 0.5110, decode.loss_dice: 0.8101, decode.d0.loss_cls: 2.1355, decode.d0.loss_mask: 0.5546, decode.d0.loss_dice: 0.9476, decode.d1.loss_cls: 0.4447, decode.d1.loss_mask: 0.5288, decode.d1.loss_dice: 0.8659, decode.d2.loss_cls: 0.3954, decode.d2.loss_mask: 0.5164, decode.d2.loss_dice: 0.8323, decode.d3.loss_cls: 0.3688, decode.d3.loss_mask: 0.5117, decode.d3.loss_dice: 0.8186, decode.d4.loss_cls: 0.3603, decode.d4.loss_mask: 0.5086, decode.d4.loss_dice: 0.8207, decode.d5.loss_cls: 0.3535, decode.d5.loss_mask: 0.5103, decode.d5.loss_dice: 0.8167, decode.d6.loss_cls: 0.3469, decode.d6.loss_mask: 0.5109, decode.d6.loss_dice: 0.8121, decode.d7.loss_cls: 0.3406, decode.d7.loss_mask: 0.5096, decode.d7.loss_dice: 0.8160, decode.d8.loss_cls: 0.3448, decode.d8.loss_mask: 0.5083, decode.d8.loss_dice: 0.8124, loss: 18.9578 2022-04-26 22:10:48,212 - mmseg - INFO - Iter [70900/160000] lr: 7.996e-07, eta: 1 day, 3:05:20, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2790, decode.loss_mask: 0.5188, decode.loss_dice: 0.7901, decode.d0.loss_cls: 2.0867, decode.d0.loss_mask: 0.5622, decode.d0.loss_dice: 0.8991, decode.d1.loss_cls: 0.3789, decode.d1.loss_mask: 0.5387, decode.d1.loss_dice: 0.8335, decode.d2.loss_cls: 0.3273, decode.d2.loss_mask: 0.5252, decode.d2.loss_dice: 0.8056, decode.d3.loss_cls: 0.3057, decode.d3.loss_mask: 0.5255, decode.d3.loss_dice: 0.7902, decode.d4.loss_cls: 0.2880, decode.d4.loss_mask: 0.5225, decode.d4.loss_dice: 0.7927, decode.d5.loss_cls: 0.2871, decode.d5.loss_mask: 0.5193, decode.d5.loss_dice: 0.7940, decode.d6.loss_cls: 0.2806, decode.d6.loss_mask: 0.5217, decode.d6.loss_dice: 0.7920, decode.d7.loss_cls: 0.2803, decode.d7.loss_mask: 0.5201, decode.d7.loss_dice: 0.7895, decode.d8.loss_cls: 0.2816, decode.d8.loss_mask: 0.5194, decode.d8.loss_dice: 0.7880, loss: 18.1432 2022-04-26 22:11:42,722 - mmseg - INFO - Iter [70950/160000] lr: 7.991e-07, eta: 1 day, 3:04:25, time: 1.090, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3003, decode.loss_mask: 0.5106, decode.loss_dice: 0.7959, decode.d0.loss_cls: 2.0906, decode.d0.loss_mask: 0.5613, decode.d0.loss_dice: 0.9393, decode.d1.loss_cls: 0.4013, decode.d1.loss_mask: 0.5314, decode.d1.loss_dice: 0.8562, decode.d2.loss_cls: 0.3514, decode.d2.loss_mask: 0.5186, decode.d2.loss_dice: 0.8232, decode.d3.loss_cls: 0.3260, decode.d3.loss_mask: 0.5145, decode.d3.loss_dice: 0.8032, decode.d4.loss_cls: 0.3182, decode.d4.loss_mask: 0.5143, decode.d4.loss_dice: 0.8030, decode.d5.loss_cls: 0.3120, decode.d5.loss_mask: 0.5131, decode.d5.loss_dice: 0.8048, decode.d6.loss_cls: 0.3030, decode.d6.loss_mask: 0.5106, decode.d6.loss_dice: 0.7954, decode.d7.loss_cls: 0.3105, decode.d7.loss_mask: 0.5096, decode.d7.loss_dice: 0.7944, decode.d8.loss_cls: 0.3069, decode.d8.loss_mask: 0.5101, decode.d8.loss_dice: 0.7950, loss: 18.4245 2022-04-26 22:12:36,956 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 22:12:36,958 - mmseg - INFO - Iter [71000/160000] lr: 7.987e-07, eta: 1 day, 3:03:30, time: 1.085, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3029, decode.loss_mask: 0.5113, decode.loss_dice: 0.7995, decode.d0.loss_cls: 2.0540, decode.d0.loss_mask: 0.5536, decode.d0.loss_dice: 0.9199, decode.d1.loss_cls: 0.3977, decode.d1.loss_mask: 0.5301, decode.d1.loss_dice: 0.8455, decode.d2.loss_cls: 0.3433, decode.d2.loss_mask: 0.5167, decode.d2.loss_dice: 0.8214, decode.d3.loss_cls: 0.3265, decode.d3.loss_mask: 0.5157, decode.d3.loss_dice: 0.8074, decode.d4.loss_cls: 0.3123, decode.d4.loss_mask: 0.5117, decode.d4.loss_dice: 0.8059, decode.d5.loss_cls: 0.3099, decode.d5.loss_mask: 0.5110, decode.d5.loss_dice: 0.7999, decode.d6.loss_cls: 0.3044, decode.d6.loss_mask: 0.5107, decode.d6.loss_dice: 0.7965, decode.d7.loss_cls: 0.3021, decode.d7.loss_mask: 0.5108, decode.d7.loss_dice: 0.7994, decode.d8.loss_cls: 0.2943, decode.d8.loss_mask: 0.5132, decode.d8.loss_dice: 0.8004, loss: 18.3279 2022-04-26 22:13:31,612 - mmseg - INFO - Iter [71050/160000] lr: 7.982e-07, eta: 1 day, 3:02:35, time: 1.093, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2928, decode.loss_mask: 0.5093, decode.loss_dice: 0.7707, decode.d0.loss_cls: 2.0360, decode.d0.loss_mask: 0.5604, decode.d0.loss_dice: 0.8962, decode.d1.loss_cls: 0.3903, decode.d1.loss_mask: 0.5280, decode.d1.loss_dice: 0.8163, decode.d2.loss_cls: 0.3400, decode.d2.loss_mask: 0.5184, decode.d2.loss_dice: 0.7898, decode.d3.loss_cls: 0.3134, decode.d3.loss_mask: 0.5116, decode.d3.loss_dice: 0.7787, decode.d4.loss_cls: 0.3042, decode.d4.loss_mask: 0.5119, decode.d4.loss_dice: 0.7818, decode.d5.loss_cls: 0.3045, decode.d5.loss_mask: 0.5106, decode.d5.loss_dice: 0.7775, decode.d6.loss_cls: 0.3014, decode.d6.loss_mask: 0.5096, decode.d6.loss_dice: 0.7690, decode.d7.loss_cls: 0.2924, decode.d7.loss_mask: 0.5116, decode.d7.loss_dice: 0.7731, decode.d8.loss_cls: 0.2931, decode.d8.loss_mask: 0.5104, decode.d8.loss_dice: 0.7711, loss: 17.9740 2022-04-26 22:14:26,641 - mmseg - INFO - Iter [71100/160000] lr: 7.978e-07, eta: 1 day, 3:01:41, time: 1.101, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3314, decode.loss_mask: 0.5081, decode.loss_dice: 0.7833, decode.d0.loss_cls: 2.0781, decode.d0.loss_mask: 0.5554, decode.d0.loss_dice: 0.9084, decode.d1.loss_cls: 0.4330, decode.d1.loss_mask: 0.5216, decode.d1.loss_dice: 0.8318, decode.d2.loss_cls: 0.3888, decode.d2.loss_mask: 0.5170, decode.d2.loss_dice: 0.8013, decode.d3.loss_cls: 0.3556, decode.d3.loss_mask: 0.5131, decode.d3.loss_dice: 0.7954, decode.d4.loss_cls: 0.3503, decode.d4.loss_mask: 0.5089, decode.d4.loss_dice: 0.7930, decode.d5.loss_cls: 0.3361, decode.d5.loss_mask: 0.5106, decode.d5.loss_dice: 0.7929, decode.d6.loss_cls: 0.3407, decode.d6.loss_mask: 0.5054, decode.d6.loss_dice: 0.7816, decode.d7.loss_cls: 0.3346, decode.d7.loss_mask: 0.5057, decode.d7.loss_dice: 0.7806, decode.d8.loss_cls: 0.3338, decode.d8.loss_mask: 0.5076, decode.d8.loss_dice: 0.7821, loss: 18.4860 2022-04-26 22:15:21,460 - mmseg - INFO - Iter [71150/160000] lr: 7.973e-07, eta: 1 day, 3:00:46, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3109, decode.loss_mask: 0.5218, decode.loss_dice: 0.7811, decode.d0.loss_cls: 2.0904, decode.d0.loss_mask: 0.5651, decode.d0.loss_dice: 0.9084, decode.d1.loss_cls: 0.3887, decode.d1.loss_mask: 0.5398, decode.d1.loss_dice: 0.8353, decode.d2.loss_cls: 0.3397, decode.d2.loss_mask: 0.5335, decode.d2.loss_dice: 0.8107, decode.d3.loss_cls: 0.3248, decode.d3.loss_mask: 0.5252, decode.d3.loss_dice: 0.7934, decode.d4.loss_cls: 0.3208, decode.d4.loss_mask: 0.5238, decode.d4.loss_dice: 0.7903, decode.d5.loss_cls: 0.3106, decode.d5.loss_mask: 0.5234, decode.d5.loss_dice: 0.7853, decode.d6.loss_cls: 0.3132, decode.d6.loss_mask: 0.5218, decode.d6.loss_dice: 0.7829, decode.d7.loss_cls: 0.3085, decode.d7.loss_mask: 0.5204, decode.d7.loss_dice: 0.7839, decode.d8.loss_cls: 0.3118, decode.d8.loss_mask: 0.5205, decode.d8.loss_dice: 0.7829, loss: 18.3689 2022-04-26 22:16:16,876 - mmseg - INFO - Iter [71200/160000] lr: 7.969e-07, eta: 1 day, 2:59:52, time: 1.108, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3235, decode.loss_mask: 0.5250, decode.loss_dice: 0.8234, decode.d0.loss_cls: 2.1270, decode.d0.loss_mask: 0.5747, decode.d0.loss_dice: 0.9632, decode.d1.loss_cls: 0.4308, decode.d1.loss_mask: 0.5453, decode.d1.loss_dice: 0.8911, decode.d2.loss_cls: 0.3801, decode.d2.loss_mask: 0.5364, decode.d2.loss_dice: 0.8550, decode.d3.loss_cls: 0.3577, decode.d3.loss_mask: 0.5267, decode.d3.loss_dice: 0.8367, decode.d4.loss_cls: 0.3471, decode.d4.loss_mask: 0.5270, decode.d4.loss_dice: 0.8363, decode.d5.loss_cls: 0.3368, decode.d5.loss_mask: 0.5265, decode.d5.loss_dice: 0.8342, decode.d6.loss_cls: 0.3294, decode.d6.loss_mask: 0.5262, decode.d6.loss_dice: 0.8274, decode.d7.loss_cls: 0.3310, decode.d7.loss_mask: 0.5263, decode.d7.loss_dice: 0.8259, decode.d8.loss_cls: 0.3274, decode.d8.loss_mask: 0.5226, decode.d8.loss_dice: 0.8264, loss: 19.1472 2022-04-26 22:17:11,676 - mmseg - INFO - Iter [71250/160000] lr: 7.964e-07, eta: 1 day, 2:58:58, time: 1.096, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3309, decode.loss_mask: 0.5473, decode.loss_dice: 0.8107, decode.d0.loss_cls: 2.0676, decode.d0.loss_mask: 0.6066, decode.d0.loss_dice: 0.9402, decode.d1.loss_cls: 0.4273, decode.d1.loss_mask: 0.5725, decode.d1.loss_dice: 0.8688, decode.d2.loss_cls: 0.3773, decode.d2.loss_mask: 0.5572, decode.d2.loss_dice: 0.8391, decode.d3.loss_cls: 0.3555, decode.d3.loss_mask: 0.5530, decode.d3.loss_dice: 0.8229, decode.d4.loss_cls: 0.3466, decode.d4.loss_mask: 0.5478, decode.d4.loss_dice: 0.8251, decode.d5.loss_cls: 0.3410, decode.d5.loss_mask: 0.5454, decode.d5.loss_dice: 0.8157, decode.d6.loss_cls: 0.3398, decode.d6.loss_mask: 0.5453, decode.d6.loss_dice: 0.8095, decode.d7.loss_cls: 0.3322, decode.d7.loss_mask: 0.5471, decode.d7.loss_dice: 0.8116, decode.d8.loss_cls: 0.3319, decode.d8.loss_mask: 0.5488, decode.d8.loss_dice: 0.8125, loss: 19.1774 2022-04-26 22:18:05,864 - mmseg - INFO - Iter [71300/160000] lr: 7.960e-07, eta: 1 day, 2:58:02, time: 1.084, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3097, decode.loss_mask: 0.5391, decode.loss_dice: 0.7964, decode.d0.loss_cls: 2.0461, decode.d0.loss_mask: 0.5889, decode.d0.loss_dice: 0.9212, decode.d1.loss_cls: 0.4073, decode.d1.loss_mask: 0.5568, decode.d1.loss_dice: 0.8500, decode.d2.loss_cls: 0.3520, decode.d2.loss_mask: 0.5466, decode.d2.loss_dice: 0.8270, decode.d3.loss_cls: 0.3335, decode.d3.loss_mask: 0.5409, decode.d3.loss_dice: 0.8134, decode.d4.loss_cls: 0.3232, decode.d4.loss_mask: 0.5404, decode.d4.loss_dice: 0.8100, decode.d5.loss_cls: 0.3201, decode.d5.loss_mask: 0.5410, decode.d5.loss_dice: 0.8051, decode.d6.loss_cls: 0.3135, decode.d6.loss_mask: 0.5384, decode.d6.loss_dice: 0.7949, decode.d7.loss_cls: 0.3085, decode.d7.loss_mask: 0.5386, decode.d7.loss_dice: 0.8010, decode.d8.loss_cls: 0.3023, decode.d8.loss_mask: 0.5395, decode.d8.loss_dice: 0.8017, loss: 18.7071 2022-04-26 22:19:00,658 - mmseg - INFO - Iter [71350/160000] lr: 7.955e-07, eta: 1 day, 2:57:08, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3279, decode.loss_mask: 0.5062, decode.loss_dice: 0.7789, decode.d0.loss_cls: 2.0571, decode.d0.loss_mask: 0.5471, decode.d0.loss_dice: 0.9104, decode.d1.loss_cls: 0.4275, decode.d1.loss_mask: 0.5207, decode.d1.loss_dice: 0.8330, decode.d2.loss_cls: 0.3704, decode.d2.loss_mask: 0.5177, decode.d2.loss_dice: 0.8073, decode.d3.loss_cls: 0.3571, decode.d3.loss_mask: 0.5101, decode.d3.loss_dice: 0.7849, decode.d4.loss_cls: 0.3394, decode.d4.loss_mask: 0.5123, decode.d4.loss_dice: 0.7850, decode.d5.loss_cls: 0.3301, decode.d5.loss_mask: 0.5087, decode.d5.loss_dice: 0.7842, decode.d6.loss_cls: 0.3321, decode.d6.loss_mask: 0.5056, decode.d6.loss_dice: 0.7804, decode.d7.loss_cls: 0.3307, decode.d7.loss_mask: 0.5073, decode.d7.loss_dice: 0.7825, decode.d8.loss_cls: 0.3220, decode.d8.loss_mask: 0.5053, decode.d8.loss_dice: 0.7833, loss: 18.3654 2022-04-26 22:19:55,579 - mmseg - INFO - Iter [71400/160000] lr: 7.951e-07, eta: 1 day, 2:56:13, time: 1.098, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3376, decode.loss_mask: 0.5262, decode.loss_dice: 0.7958, decode.d0.loss_cls: 2.0671, decode.d0.loss_mask: 0.5713, decode.d0.loss_dice: 0.9158, decode.d1.loss_cls: 0.4395, decode.d1.loss_mask: 0.5433, decode.d1.loss_dice: 0.8502, decode.d2.loss_cls: 0.3846, decode.d2.loss_mask: 0.5326, decode.d2.loss_dice: 0.8133, decode.d3.loss_cls: 0.3587, decode.d3.loss_mask: 0.5292, decode.d3.loss_dice: 0.8003, decode.d4.loss_cls: 0.3530, decode.d4.loss_mask: 0.5269, decode.d4.loss_dice: 0.8027, decode.d5.loss_cls: 0.3445, decode.d5.loss_mask: 0.5272, decode.d5.loss_dice: 0.7990, decode.d6.loss_cls: 0.3359, decode.d6.loss_mask: 0.5272, decode.d6.loss_dice: 0.8012, decode.d7.loss_cls: 0.3383, decode.d7.loss_mask: 0.5261, decode.d7.loss_dice: 0.8021, decode.d8.loss_cls: 0.3427, decode.d8.loss_mask: 0.5244, decode.d8.loss_dice: 0.7922, loss: 18.8090 2022-04-26 22:20:50,018 - mmseg - INFO - Iter [71450/160000] lr: 7.946e-07, eta: 1 day, 2:55:18, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3045, decode.loss_mask: 0.5222, decode.loss_dice: 0.7959, decode.d0.loss_cls: 2.0362, decode.d0.loss_mask: 0.5697, decode.d0.loss_dice: 0.9231, decode.d1.loss_cls: 0.4074, decode.d1.loss_mask: 0.5395, decode.d1.loss_dice: 0.8454, decode.d2.loss_cls: 0.3481, decode.d2.loss_mask: 0.5319, decode.d2.loss_dice: 0.8238, decode.d3.loss_cls: 0.3319, decode.d3.loss_mask: 0.5255, decode.d3.loss_dice: 0.8053, decode.d4.loss_cls: 0.3268, decode.d4.loss_mask: 0.5237, decode.d4.loss_dice: 0.8035, decode.d5.loss_cls: 0.3198, decode.d5.loss_mask: 0.5220, decode.d5.loss_dice: 0.7991, decode.d6.loss_cls: 0.3157, decode.d6.loss_mask: 0.5197, decode.d6.loss_dice: 0.7947, decode.d7.loss_cls: 0.3075, decode.d7.loss_mask: 0.5208, decode.d7.loss_dice: 0.7943, decode.d8.loss_cls: 0.3036, decode.d8.loss_mask: 0.5214, decode.d8.loss_dice: 0.7945, loss: 18.4775 2022-04-26 22:21:43,744 - mmseg - INFO - Iter [71500/160000] lr: 7.942e-07, eta: 1 day, 2:54:22, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3105, decode.loss_mask: 0.5485, decode.loss_dice: 0.8127, decode.d0.loss_cls: 2.0734, decode.d0.loss_mask: 0.5983, decode.d0.loss_dice: 0.9304, decode.d1.loss_cls: 0.4223, decode.d1.loss_mask: 0.5685, decode.d1.loss_dice: 0.8652, decode.d2.loss_cls: 0.3596, decode.d2.loss_mask: 0.5582, decode.d2.loss_dice: 0.8374, decode.d3.loss_cls: 0.3423, decode.d3.loss_mask: 0.5527, decode.d3.loss_dice: 0.8214, decode.d4.loss_cls: 0.3293, decode.d4.loss_mask: 0.5523, decode.d4.loss_dice: 0.8190, decode.d5.loss_cls: 0.3222, decode.d5.loss_mask: 0.5514, decode.d5.loss_dice: 0.8190, decode.d6.loss_cls: 0.3145, decode.d6.loss_mask: 0.5491, decode.d6.loss_dice: 0.8151, decode.d7.loss_cls: 0.3134, decode.d7.loss_mask: 0.5508, decode.d7.loss_dice: 0.8129, decode.d8.loss_cls: 0.3163, decode.d8.loss_mask: 0.5483, decode.d8.loss_dice: 0.8138, loss: 19.0287 2022-04-26 22:22:38,441 - mmseg - INFO - Iter [71550/160000] lr: 7.937e-07, eta: 1 day, 2:53:27, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3175, decode.loss_mask: 0.5059, decode.loss_dice: 0.7866, decode.d0.loss_cls: 2.1362, decode.d0.loss_mask: 0.5548, decode.d0.loss_dice: 0.9136, decode.d1.loss_cls: 0.4278, decode.d1.loss_mask: 0.5233, decode.d1.loss_dice: 0.8267, decode.d2.loss_cls: 0.3715, decode.d2.loss_mask: 0.5171, decode.d2.loss_dice: 0.8113, decode.d3.loss_cls: 0.3497, decode.d3.loss_mask: 0.5095, decode.d3.loss_dice: 0.7929, decode.d4.loss_cls: 0.3352, decode.d4.loss_mask: 0.5092, decode.d4.loss_dice: 0.7957, decode.d5.loss_cls: 0.3222, decode.d5.loss_mask: 0.5070, decode.d5.loss_dice: 0.7924, decode.d6.loss_cls: 0.3190, decode.d6.loss_mask: 0.5069, decode.d6.loss_dice: 0.7872, decode.d7.loss_cls: 0.3227, decode.d7.loss_mask: 0.5043, decode.d7.loss_dice: 0.7846, decode.d8.loss_cls: 0.3165, decode.d8.loss_mask: 0.5051, decode.d8.loss_dice: 0.7835, loss: 18.4359 2022-04-26 22:23:32,536 - mmseg - INFO - Iter [71600/160000] lr: 7.933e-07, eta: 1 day, 2:52:32, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3407, decode.loss_mask: 0.5111, decode.loss_dice: 0.7914, decode.d0.loss_cls: 2.1273, decode.d0.loss_mask: 0.5530, decode.d0.loss_dice: 0.9160, decode.d1.loss_cls: 0.4491, decode.d1.loss_mask: 0.5266, decode.d1.loss_dice: 0.8358, decode.d2.loss_cls: 0.3876, decode.d2.loss_mask: 0.5177, decode.d2.loss_dice: 0.8138, decode.d3.loss_cls: 0.3585, decode.d3.loss_mask: 0.5141, decode.d3.loss_dice: 0.8010, decode.d4.loss_cls: 0.3461, decode.d4.loss_mask: 0.5159, decode.d4.loss_dice: 0.7962, decode.d5.loss_cls: 0.3437, decode.d5.loss_mask: 0.5109, decode.d5.loss_dice: 0.7956, decode.d6.loss_cls: 0.3360, decode.d6.loss_mask: 0.5110, decode.d6.loss_dice: 0.7913, decode.d7.loss_cls: 0.3341, decode.d7.loss_mask: 0.5108, decode.d7.loss_dice: 0.7899, decode.d8.loss_cls: 0.3438, decode.d8.loss_mask: 0.5090, decode.d8.loss_dice: 0.7932, loss: 18.6713 2022-04-26 22:24:26,857 - mmseg - INFO - Iter [71650/160000] lr: 7.928e-07, eta: 1 day, 2:51:37, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2940, decode.loss_mask: 0.4949, decode.loss_dice: 0.7745, decode.d0.loss_cls: 2.0743, decode.d0.loss_mask: 0.5402, decode.d0.loss_dice: 0.9026, decode.d1.loss_cls: 0.3785, decode.d1.loss_mask: 0.5105, decode.d1.loss_dice: 0.8238, decode.d2.loss_cls: 0.3263, decode.d2.loss_mask: 0.5014, decode.d2.loss_dice: 0.7977, decode.d3.loss_cls: 0.3106, decode.d3.loss_mask: 0.4981, decode.d3.loss_dice: 0.7815, decode.d4.loss_cls: 0.2975, decode.d4.loss_mask: 0.4984, decode.d4.loss_dice: 0.7796, decode.d5.loss_cls: 0.2916, decode.d5.loss_mask: 0.4977, decode.d5.loss_dice: 0.7810, decode.d6.loss_cls: 0.2913, decode.d6.loss_mask: 0.4987, decode.d6.loss_dice: 0.7762, decode.d7.loss_cls: 0.2876, decode.d7.loss_mask: 0.4964, decode.d7.loss_dice: 0.7784, decode.d8.loss_cls: 0.2884, decode.d8.loss_mask: 0.4959, decode.d8.loss_dice: 0.7786, loss: 17.8460 2022-04-26 22:25:21,184 - mmseg - INFO - Iter [71700/160000] lr: 7.924e-07, eta: 1 day, 2:50:41, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3178, decode.loss_mask: 0.4959, decode.loss_dice: 0.7742, decode.d0.loss_cls: 2.0910, decode.d0.loss_mask: 0.5391, decode.d0.loss_dice: 0.8961, decode.d1.loss_cls: 0.4098, decode.d1.loss_mask: 0.5124, decode.d1.loss_dice: 0.8279, decode.d2.loss_cls: 0.3558, decode.d2.loss_mask: 0.5042, decode.d2.loss_dice: 0.7989, decode.d3.loss_cls: 0.3359, decode.d3.loss_mask: 0.4989, decode.d3.loss_dice: 0.7781, decode.d4.loss_cls: 0.3284, decode.d4.loss_mask: 0.4949, decode.d4.loss_dice: 0.7777, decode.d5.loss_cls: 0.3236, decode.d5.loss_mask: 0.4968, decode.d5.loss_dice: 0.7788, decode.d6.loss_cls: 0.3209, decode.d6.loss_mask: 0.4963, decode.d6.loss_dice: 0.7729, decode.d7.loss_cls: 0.3186, decode.d7.loss_mask: 0.4953, decode.d7.loss_dice: 0.7769, decode.d8.loss_cls: 0.3135, decode.d8.loss_mask: 0.4960, decode.d8.loss_dice: 0.7756, loss: 18.1019 2022-04-26 22:26:15,594 - mmseg - INFO - Iter [71750/160000] lr: 7.919e-07, eta: 1 day, 2:49:46, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3370, decode.loss_mask: 0.5074, decode.loss_dice: 0.8267, decode.d0.loss_cls: 2.0919, decode.d0.loss_mask: 0.5509, decode.d0.loss_dice: 0.9570, decode.d1.loss_cls: 0.4402, decode.d1.loss_mask: 0.5294, decode.d1.loss_dice: 0.8833, decode.d2.loss_cls: 0.3950, decode.d2.loss_mask: 0.5148, decode.d2.loss_dice: 0.8498, decode.d3.loss_cls: 0.3665, decode.d3.loss_mask: 0.5123, decode.d3.loss_dice: 0.8409, decode.d4.loss_cls: 0.3524, decode.d4.loss_mask: 0.5105, decode.d4.loss_dice: 0.8405, decode.d5.loss_cls: 0.3482, decode.d5.loss_mask: 0.5082, decode.d5.loss_dice: 0.8330, decode.d6.loss_cls: 0.3375, decode.d6.loss_mask: 0.5090, decode.d6.loss_dice: 0.8320, decode.d7.loss_cls: 0.3428, decode.d7.loss_mask: 0.5092, decode.d7.loss_dice: 0.8327, decode.d8.loss_cls: 0.3373, decode.d8.loss_mask: 0.5075, decode.d8.loss_dice: 0.8329, loss: 19.0369 2022-04-26 22:27:10,551 - mmseg - INFO - Iter [71800/160000] lr: 7.915e-07, eta: 1 day, 2:48:52, time: 1.099, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3112, decode.loss_mask: 0.5362, decode.loss_dice: 0.8040, decode.d0.loss_cls: 2.0504, decode.d0.loss_mask: 0.5895, decode.d0.loss_dice: 0.9365, decode.d1.loss_cls: 0.4033, decode.d1.loss_mask: 0.5532, decode.d1.loss_dice: 0.8543, decode.d2.loss_cls: 0.3579, decode.d2.loss_mask: 0.5416, decode.d2.loss_dice: 0.8273, decode.d3.loss_cls: 0.3307, decode.d3.loss_mask: 0.5402, decode.d3.loss_dice: 0.8118, decode.d4.loss_cls: 0.3242, decode.d4.loss_mask: 0.5382, decode.d4.loss_dice: 0.8108, decode.d5.loss_cls: 0.3146, decode.d5.loss_mask: 0.5383, decode.d5.loss_dice: 0.8124, decode.d6.loss_cls: 0.3112, decode.d6.loss_mask: 0.5372, decode.d6.loss_dice: 0.8069, decode.d7.loss_cls: 0.3116, decode.d7.loss_mask: 0.5357, decode.d7.loss_dice: 0.8050, decode.d8.loss_cls: 0.3082, decode.d8.loss_mask: 0.5360, decode.d8.loss_dice: 0.8045, loss: 18.7427 2022-04-26 22:28:05,007 - mmseg - INFO - Iter [71850/160000] lr: 7.910e-07, eta: 1 day, 2:47:57, time: 1.089, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3291, decode.loss_mask: 0.5116, decode.loss_dice: 0.8067, decode.d0.loss_cls: 2.1413, decode.d0.loss_mask: 0.5606, decode.d0.loss_dice: 0.9409, decode.d1.loss_cls: 0.4232, decode.d1.loss_mask: 0.5271, decode.d1.loss_dice: 0.8590, decode.d2.loss_cls: 0.3725, decode.d2.loss_mask: 0.5186, decode.d2.loss_dice: 0.8313, decode.d3.loss_cls: 0.3447, decode.d3.loss_mask: 0.5113, decode.d3.loss_dice: 0.8185, decode.d4.loss_cls: 0.3401, decode.d4.loss_mask: 0.5097, decode.d4.loss_dice: 0.8183, decode.d5.loss_cls: 0.3274, decode.d5.loss_mask: 0.5112, decode.d5.loss_dice: 0.8225, decode.d6.loss_cls: 0.3226, decode.d6.loss_mask: 0.5090, decode.d6.loss_dice: 0.8130, decode.d7.loss_cls: 0.3205, decode.d7.loss_mask: 0.5112, decode.d7.loss_dice: 0.8127, decode.d8.loss_cls: 0.3221, decode.d8.loss_mask: 0.5125, decode.d8.loss_dice: 0.8105, loss: 18.7597 2022-04-26 22:28:59,632 - mmseg - INFO - Iter [71900/160000] lr: 7.906e-07, eta: 1 day, 2:47:02, time: 1.093, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3069, decode.loss_mask: 0.4855, decode.loss_dice: 0.7776, decode.d0.loss_cls: 2.0957, decode.d0.loss_mask: 0.5369, decode.d0.loss_dice: 0.9138, decode.d1.loss_cls: 0.4076, decode.d1.loss_mask: 0.5039, decode.d1.loss_dice: 0.8343, decode.d2.loss_cls: 0.3600, decode.d2.loss_mask: 0.4951, decode.d2.loss_dice: 0.8064, decode.d3.loss_cls: 0.3347, decode.d3.loss_mask: 0.4871, decode.d3.loss_dice: 0.7859, decode.d4.loss_cls: 0.3210, decode.d4.loss_mask: 0.4854, decode.d4.loss_dice: 0.7818, decode.d5.loss_cls: 0.3216, decode.d5.loss_mask: 0.4828, decode.d5.loss_dice: 0.7782, decode.d6.loss_cls: 0.3101, decode.d6.loss_mask: 0.4844, decode.d6.loss_dice: 0.7756, decode.d7.loss_cls: 0.3077, decode.d7.loss_mask: 0.4844, decode.d7.loss_dice: 0.7777, decode.d8.loss_cls: 0.3061, decode.d8.loss_mask: 0.4844, decode.d8.loss_dice: 0.7789, loss: 18.0115 2022-04-26 22:29:54,107 - mmseg - INFO - Iter [71950/160000] lr: 7.901e-07, eta: 1 day, 2:46:07, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3315, decode.loss_mask: 0.5397, decode.loss_dice: 0.8103, decode.d0.loss_cls: 2.0819, decode.d0.loss_mask: 0.5898, decode.d0.loss_dice: 0.9298, decode.d1.loss_cls: 0.4333, decode.d1.loss_mask: 0.5604, decode.d1.loss_dice: 0.8653, decode.d2.loss_cls: 0.3733, decode.d2.loss_mask: 0.5501, decode.d2.loss_dice: 0.8363, decode.d3.loss_cls: 0.3497, decode.d3.loss_mask: 0.5438, decode.d3.loss_dice: 0.8147, decode.d4.loss_cls: 0.3436, decode.d4.loss_mask: 0.5459, decode.d4.loss_dice: 0.8183, decode.d5.loss_cls: 0.3379, decode.d5.loss_mask: 0.5430, decode.d5.loss_dice: 0.8177, decode.d6.loss_cls: 0.3343, decode.d6.loss_mask: 0.5424, decode.d6.loss_dice: 0.8103, decode.d7.loss_cls: 0.3348, decode.d7.loss_mask: 0.5410, decode.d7.loss_dice: 0.8076, decode.d8.loss_cls: 0.3309, decode.d8.loss_mask: 0.5391, decode.d8.loss_dice: 0.8088, loss: 19.0658 2022-04-26 22:30:52,474 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 22:30:52,480 - mmseg - INFO - Iter [72000/160000] lr: 7.897e-07, eta: 1 day, 2:45:17, time: 1.167, data_time: 0.069, memory: 64049, decode.loss_cls: 0.3426, decode.loss_mask: 0.4964, decode.loss_dice: 0.8095, decode.d0.loss_cls: 2.1538, decode.d0.loss_mask: 0.5396, decode.d0.loss_dice: 0.9444, decode.d1.loss_cls: 0.4569, decode.d1.loss_mask: 0.5150, decode.d1.loss_dice: 0.8595, decode.d2.loss_cls: 0.4006, decode.d2.loss_mask: 0.5049, decode.d2.loss_dice: 0.8323, decode.d3.loss_cls: 0.3712, decode.d3.loss_mask: 0.5015, decode.d3.loss_dice: 0.8163, decode.d4.loss_cls: 0.3655, decode.d4.loss_mask: 0.4988, decode.d4.loss_dice: 0.8128, decode.d5.loss_cls: 0.3536, decode.d5.loss_mask: 0.4996, decode.d5.loss_dice: 0.8152, decode.d6.loss_cls: 0.3501, decode.d6.loss_mask: 0.4970, decode.d6.loss_dice: 0.8070, decode.d7.loss_cls: 0.3464, decode.d7.loss_mask: 0.4978, decode.d7.loss_dice: 0.8081, decode.d8.loss_cls: 0.3440, decode.d8.loss_mask: 0.4946, decode.d8.loss_dice: 0.8042, loss: 18.8392 2022-04-26 22:31:46,849 - mmseg - INFO - Iter [72050/160000] lr: 7.892e-07, eta: 1 day, 2:44:22, time: 1.088, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3187, decode.loss_mask: 0.5106, decode.loss_dice: 0.7735, decode.d0.loss_cls: 2.0473, decode.d0.loss_mask: 0.5620, decode.d0.loss_dice: 0.9074, decode.d1.loss_cls: 0.4057, decode.d1.loss_mask: 0.5360, decode.d1.loss_dice: 0.8333, decode.d2.loss_cls: 0.3580, decode.d2.loss_mask: 0.5206, decode.d2.loss_dice: 0.8031, decode.d3.loss_cls: 0.3382, decode.d3.loss_mask: 0.5162, decode.d3.loss_dice: 0.7860, decode.d4.loss_cls: 0.3333, decode.d4.loss_mask: 0.5146, decode.d4.loss_dice: 0.7833, decode.d5.loss_cls: 0.3284, decode.d5.loss_mask: 0.5118, decode.d5.loss_dice: 0.7821, decode.d6.loss_cls: 0.3200, decode.d6.loss_mask: 0.5121, decode.d6.loss_dice: 0.7792, decode.d7.loss_cls: 0.3198, decode.d7.loss_mask: 0.5108, decode.d7.loss_dice: 0.7801, decode.d8.loss_cls: 0.3200, decode.d8.loss_mask: 0.5112, decode.d8.loss_dice: 0.7794, loss: 18.3025 2022-04-26 22:32:41,049 - mmseg - INFO - Iter [72100/160000] lr: 7.888e-07, eta: 1 day, 2:43:26, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3232, decode.loss_mask: 0.5300, decode.loss_dice: 0.8141, decode.d0.loss_cls: 2.0984, decode.d0.loss_mask: 0.5805, decode.d0.loss_dice: 0.9515, decode.d1.loss_cls: 0.4316, decode.d1.loss_mask: 0.5526, decode.d1.loss_dice: 0.8646, decode.d2.loss_cls: 0.3632, decode.d2.loss_mask: 0.5446, decode.d2.loss_dice: 0.8381, decode.d3.loss_cls: 0.3477, decode.d3.loss_mask: 0.5352, decode.d3.loss_dice: 0.8186, decode.d4.loss_cls: 0.3337, decode.d4.loss_mask: 0.5349, decode.d4.loss_dice: 0.8192, decode.d5.loss_cls: 0.3355, decode.d5.loss_mask: 0.5329, decode.d5.loss_dice: 0.8237, decode.d6.loss_cls: 0.3251, decode.d6.loss_mask: 0.5303, decode.d6.loss_dice: 0.8175, decode.d7.loss_cls: 0.3163, decode.d7.loss_mask: 0.5310, decode.d7.loss_dice: 0.8126, decode.d8.loss_cls: 0.3216, decode.d8.loss_mask: 0.5294, decode.d8.loss_dice: 0.8169, loss: 18.9746 2022-04-26 22:33:34,915 - mmseg - INFO - Iter [72150/160000] lr: 7.884e-07, eta: 1 day, 2:42:30, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3439, decode.loss_mask: 0.5235, decode.loss_dice: 0.8076, decode.d0.loss_cls: 2.1138, decode.d0.loss_mask: 0.5710, decode.d0.loss_dice: 0.9446, decode.d1.loss_cls: 0.4367, decode.d1.loss_mask: 0.5433, decode.d1.loss_dice: 0.8660, decode.d2.loss_cls: 0.3910, decode.d2.loss_mask: 0.5341, decode.d2.loss_dice: 0.8387, decode.d3.loss_cls: 0.3609, decode.d3.loss_mask: 0.5318, decode.d3.loss_dice: 0.8196, decode.d4.loss_cls: 0.3488, decode.d4.loss_mask: 0.5305, decode.d4.loss_dice: 0.8147, decode.d5.loss_cls: 0.3558, decode.d5.loss_mask: 0.5255, decode.d5.loss_dice: 0.8177, decode.d6.loss_cls: 0.3427, decode.d6.loss_mask: 0.5262, decode.d6.loss_dice: 0.8086, decode.d7.loss_cls: 0.3460, decode.d7.loss_mask: 0.5290, decode.d7.loss_dice: 0.8102, decode.d8.loss_cls: 0.3386, decode.d8.loss_mask: 0.5255, decode.d8.loss_dice: 0.8109, loss: 19.0574 2022-04-26 22:34:29,401 - mmseg - INFO - Iter [72200/160000] lr: 7.879e-07, eta: 1 day, 2:41:35, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3329, decode.loss_mask: 0.5463, decode.loss_dice: 0.8305, decode.d0.loss_cls: 2.0910, decode.d0.loss_mask: 0.5970, decode.d0.loss_dice: 0.9694, decode.d1.loss_cls: 0.4357, decode.d1.loss_mask: 0.5633, decode.d1.loss_dice: 0.8876, decode.d2.loss_cls: 0.3777, decode.d2.loss_mask: 0.5534, decode.d2.loss_dice: 0.8615, decode.d3.loss_cls: 0.3488, decode.d3.loss_mask: 0.5495, decode.d3.loss_dice: 0.8458, decode.d4.loss_cls: 0.3417, decode.d4.loss_mask: 0.5480, decode.d4.loss_dice: 0.8421, decode.d5.loss_cls: 0.3390, decode.d5.loss_mask: 0.5481, decode.d5.loss_dice: 0.8401, decode.d6.loss_cls: 0.3340, decode.d6.loss_mask: 0.5438, decode.d6.loss_dice: 0.8351, decode.d7.loss_cls: 0.3304, decode.d7.loss_mask: 0.5453, decode.d7.loss_dice: 0.8327, decode.d8.loss_cls: 0.3322, decode.d8.loss_mask: 0.5457, decode.d8.loss_dice: 0.8350, loss: 19.3837 2022-04-26 22:35:23,388 - mmseg - INFO - Iter [72250/160000] lr: 7.875e-07, eta: 1 day, 2:40:40, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3272, decode.loss_mask: 0.4995, decode.loss_dice: 0.7669, decode.d0.loss_cls: 2.1134, decode.d0.loss_mask: 0.5446, decode.d0.loss_dice: 0.8992, decode.d1.loss_cls: 0.4354, decode.d1.loss_mask: 0.5191, decode.d1.loss_dice: 0.8193, decode.d2.loss_cls: 0.3817, decode.d2.loss_mask: 0.5088, decode.d2.loss_dice: 0.7939, decode.d3.loss_cls: 0.3611, decode.d3.loss_mask: 0.5023, decode.d3.loss_dice: 0.7748, decode.d4.loss_cls: 0.3419, decode.d4.loss_mask: 0.5026, decode.d4.loss_dice: 0.7743, decode.d5.loss_cls: 0.3440, decode.d5.loss_mask: 0.5006, decode.d5.loss_dice: 0.7712, decode.d6.loss_cls: 0.3366, decode.d6.loss_mask: 0.5022, decode.d6.loss_dice: 0.7698, decode.d7.loss_cls: 0.3359, decode.d7.loss_mask: 0.4984, decode.d7.loss_dice: 0.7665, decode.d8.loss_cls: 0.3214, decode.d8.loss_mask: 0.5004, decode.d8.loss_dice: 0.7685, loss: 18.2813 2022-04-26 22:36:16,979 - mmseg - INFO - Iter [72300/160000] lr: 7.870e-07, eta: 1 day, 2:39:44, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3186, decode.loss_mask: 0.5113, decode.loss_dice: 0.7898, decode.d0.loss_cls: 2.0655, decode.d0.loss_mask: 0.5552, decode.d0.loss_dice: 0.9145, decode.d1.loss_cls: 0.4207, decode.d1.loss_mask: 0.5335, decode.d1.loss_dice: 0.8472, decode.d2.loss_cls: 0.3679, decode.d2.loss_mask: 0.5227, decode.d2.loss_dice: 0.8205, decode.d3.loss_cls: 0.3509, decode.d3.loss_mask: 0.5130, decode.d3.loss_dice: 0.8004, decode.d4.loss_cls: 0.3298, decode.d4.loss_mask: 0.5102, decode.d4.loss_dice: 0.8037, decode.d5.loss_cls: 0.3266, decode.d5.loss_mask: 0.5095, decode.d5.loss_dice: 0.7964, decode.d6.loss_cls: 0.3287, decode.d6.loss_mask: 0.5114, decode.d6.loss_dice: 0.7913, decode.d7.loss_cls: 0.3266, decode.d7.loss_mask: 0.5114, decode.d7.loss_dice: 0.7932, decode.d8.loss_cls: 0.3188, decode.d8.loss_mask: 0.5123, decode.d8.loss_dice: 0.7874, loss: 18.4891 2022-04-26 22:37:12,516 - mmseg - INFO - Iter [72350/160000] lr: 7.866e-07, eta: 1 day, 2:38:50, time: 1.111, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3073, decode.loss_mask: 0.5311, decode.loss_dice: 0.8028, decode.d0.loss_cls: 2.0827, decode.d0.loss_mask: 0.5764, decode.d0.loss_dice: 0.9233, decode.d1.loss_cls: 0.4014, decode.d1.loss_mask: 0.5491, decode.d1.loss_dice: 0.8469, decode.d2.loss_cls: 0.3468, decode.d2.loss_mask: 0.5410, decode.d2.loss_dice: 0.8221, decode.d3.loss_cls: 0.3280, decode.d3.loss_mask: 0.5360, decode.d3.loss_dice: 0.8040, decode.d4.loss_cls: 0.3112, decode.d4.loss_mask: 0.5345, decode.d4.loss_dice: 0.8109, decode.d5.loss_cls: 0.3068, decode.d5.loss_mask: 0.5334, decode.d5.loss_dice: 0.8057, decode.d6.loss_cls: 0.3114, decode.d6.loss_mask: 0.5333, decode.d6.loss_dice: 0.8028, decode.d7.loss_cls: 0.3075, decode.d7.loss_mask: 0.5314, decode.d7.loss_dice: 0.8030, decode.d8.loss_cls: 0.3000, decode.d8.loss_mask: 0.5326, decode.d8.loss_dice: 0.8029, loss: 18.6262 2022-04-26 22:38:06,859 - mmseg - INFO - Iter [72400/160000] lr: 7.861e-07, eta: 1 day, 2:37:55, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3081, decode.loss_mask: 0.5186, decode.loss_dice: 0.7942, decode.d0.loss_cls: 2.0378, decode.d0.loss_mask: 0.5663, decode.d0.loss_dice: 0.9134, decode.d1.loss_cls: 0.4032, decode.d1.loss_mask: 0.5359, decode.d1.loss_dice: 0.8398, decode.d2.loss_cls: 0.3586, decode.d2.loss_mask: 0.5240, decode.d2.loss_dice: 0.8155, decode.d3.loss_cls: 0.3326, decode.d3.loss_mask: 0.5208, decode.d3.loss_dice: 0.7989, decode.d4.loss_cls: 0.3268, decode.d4.loss_mask: 0.5210, decode.d4.loss_dice: 0.8015, decode.d5.loss_cls: 0.3190, decode.d5.loss_mask: 0.5211, decode.d5.loss_dice: 0.8025, decode.d6.loss_cls: 0.3103, decode.d6.loss_mask: 0.5180, decode.d6.loss_dice: 0.7974, decode.d7.loss_cls: 0.3086, decode.d7.loss_mask: 0.5210, decode.d7.loss_dice: 0.7966, decode.d8.loss_cls: 0.3081, decode.d8.loss_mask: 0.5192, decode.d8.loss_dice: 0.7906, loss: 18.4294 2022-04-26 22:39:00,896 - mmseg - INFO - Iter [72450/160000] lr: 7.857e-07, eta: 1 day, 2:36:59, time: 1.081, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3211, decode.loss_mask: 0.5179, decode.loss_dice: 0.8064, decode.d0.loss_cls: 2.1011, decode.d0.loss_mask: 0.5715, decode.d0.loss_dice: 0.9367, decode.d1.loss_cls: 0.4302, decode.d1.loss_mask: 0.5355, decode.d1.loss_dice: 0.8507, decode.d2.loss_cls: 0.3751, decode.d2.loss_mask: 0.5259, decode.d2.loss_dice: 0.8277, decode.d3.loss_cls: 0.3522, decode.d3.loss_mask: 0.5210, decode.d3.loss_dice: 0.8127, decode.d4.loss_cls: 0.3375, decode.d4.loss_mask: 0.5203, decode.d4.loss_dice: 0.8085, decode.d5.loss_cls: 0.3331, decode.d5.loss_mask: 0.5165, decode.d5.loss_dice: 0.8040, decode.d6.loss_cls: 0.3255, decode.d6.loss_mask: 0.5189, decode.d6.loss_dice: 0.8056, decode.d7.loss_cls: 0.3263, decode.d7.loss_mask: 0.5183, decode.d7.loss_dice: 0.8036, decode.d8.loss_cls: 0.3265, decode.d8.loss_mask: 0.5194, decode.d8.loss_dice: 0.8009, loss: 18.7507 2022-04-26 22:39:56,349 - mmseg - INFO - Iter [72500/160000] lr: 7.852e-07, eta: 1 day, 2:36:05, time: 1.107, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3239, decode.loss_mask: 0.5032, decode.loss_dice: 0.7916, decode.d0.loss_cls: 2.0524, decode.d0.loss_mask: 0.5546, decode.d0.loss_dice: 0.9220, decode.d1.loss_cls: 0.4225, decode.d1.loss_mask: 0.5231, decode.d1.loss_dice: 0.8462, decode.d2.loss_cls: 0.3672, decode.d2.loss_mask: 0.5133, decode.d2.loss_dice: 0.8238, decode.d3.loss_cls: 0.3415, decode.d3.loss_mask: 0.5111, decode.d3.loss_dice: 0.8020, decode.d4.loss_cls: 0.3359, decode.d4.loss_mask: 0.5097, decode.d4.loss_dice: 0.8008, decode.d5.loss_cls: 0.3246, decode.d5.loss_mask: 0.5082, decode.d5.loss_dice: 0.7978, decode.d6.loss_cls: 0.3162, decode.d6.loss_mask: 0.5046, decode.d6.loss_dice: 0.7914, decode.d7.loss_cls: 0.3148, decode.d7.loss_mask: 0.5056, decode.d7.loss_dice: 0.7922, decode.d8.loss_cls: 0.3147, decode.d8.loss_mask: 0.5030, decode.d8.loss_dice: 0.7892, loss: 18.4071 2022-04-26 22:40:50,877 - mmseg - INFO - Iter [72550/160000] lr: 7.848e-07, eta: 1 day, 2:35:10, time: 1.093, data_time: 0.017, memory: 64049, decode.loss_cls: 0.3264, decode.loss_mask: 0.5225, decode.loss_dice: 0.8177, decode.d0.loss_cls: 2.0815, decode.d0.loss_mask: 0.5667, decode.d0.loss_dice: 0.9436, decode.d1.loss_cls: 0.4314, decode.d1.loss_mask: 0.5416, decode.d1.loss_dice: 0.8665, decode.d2.loss_cls: 0.3766, decode.d2.loss_mask: 0.5308, decode.d2.loss_dice: 0.8374, decode.d3.loss_cls: 0.3594, decode.d3.loss_mask: 0.5253, decode.d3.loss_dice: 0.8261, decode.d4.loss_cls: 0.3434, decode.d4.loss_mask: 0.5260, decode.d4.loss_dice: 0.8260, decode.d5.loss_cls: 0.3351, decode.d5.loss_mask: 0.5227, decode.d5.loss_dice: 0.8233, decode.d6.loss_cls: 0.3312, decode.d6.loss_mask: 0.5234, decode.d6.loss_dice: 0.8197, decode.d7.loss_cls: 0.3297, decode.d7.loss_mask: 0.5231, decode.d7.loss_dice: 0.8185, decode.d8.loss_cls: 0.3306, decode.d8.loss_mask: 0.5227, decode.d8.loss_dice: 0.8168, loss: 18.9457 2022-04-26 22:41:45,732 - mmseg - INFO - Iter [72600/160000] lr: 7.843e-07, eta: 1 day, 2:34:16, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3124, decode.loss_mask: 0.5285, decode.loss_dice: 0.7912, decode.d0.loss_cls: 2.0805, decode.d0.loss_mask: 0.5814, decode.d0.loss_dice: 0.9248, decode.d1.loss_cls: 0.4006, decode.d1.loss_mask: 0.5499, decode.d1.loss_dice: 0.8486, decode.d2.loss_cls: 0.3508, decode.d2.loss_mask: 0.5413, decode.d2.loss_dice: 0.8189, decode.d3.loss_cls: 0.3333, decode.d3.loss_mask: 0.5342, decode.d3.loss_dice: 0.8023, decode.d4.loss_cls: 0.3275, decode.d4.loss_mask: 0.5311, decode.d4.loss_dice: 0.8017, decode.d5.loss_cls: 0.3222, decode.d5.loss_mask: 0.5320, decode.d5.loss_dice: 0.8069, decode.d6.loss_cls: 0.3171, decode.d6.loss_mask: 0.5298, decode.d6.loss_dice: 0.7913, decode.d7.loss_cls: 0.3118, decode.d7.loss_mask: 0.5296, decode.d7.loss_dice: 0.7932, decode.d8.loss_cls: 0.3150, decode.d8.loss_mask: 0.5287, decode.d8.loss_dice: 0.7931, loss: 18.6296 2022-04-26 22:42:39,867 - mmseg - INFO - Iter [72650/160000] lr: 7.839e-07, eta: 1 day, 2:33:20, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3016, decode.loss_mask: 0.4830, decode.loss_dice: 0.7625, decode.d0.loss_cls: 2.0429, decode.d0.loss_mask: 0.5248, decode.d0.loss_dice: 0.8878, decode.d1.loss_cls: 0.4003, decode.d1.loss_mask: 0.4998, decode.d1.loss_dice: 0.8054, decode.d2.loss_cls: 0.3462, decode.d2.loss_mask: 0.4946, decode.d2.loss_dice: 0.7891, decode.d3.loss_cls: 0.3224, decode.d3.loss_mask: 0.4887, decode.d3.loss_dice: 0.7694, decode.d4.loss_cls: 0.3131, decode.d4.loss_mask: 0.4884, decode.d4.loss_dice: 0.7695, decode.d5.loss_cls: 0.3087, decode.d5.loss_mask: 0.4849, decode.d5.loss_dice: 0.7719, decode.d6.loss_cls: 0.3050, decode.d6.loss_mask: 0.4832, decode.d6.loss_dice: 0.7638, decode.d7.loss_cls: 0.3048, decode.d7.loss_mask: 0.4821, decode.d7.loss_dice: 0.7661, decode.d8.loss_cls: 0.3036, decode.d8.loss_mask: 0.4833, decode.d8.loss_dice: 0.7649, loss: 17.7118 2022-04-26 22:43:34,359 - mmseg - INFO - Iter [72700/160000] lr: 7.834e-07, eta: 1 day, 2:32:25, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3258, decode.loss_mask: 0.5003, decode.loss_dice: 0.8203, decode.d0.loss_cls: 2.1090, decode.d0.loss_mask: 0.5472, decode.d0.loss_dice: 0.9456, decode.d1.loss_cls: 0.4332, decode.d1.loss_mask: 0.5183, decode.d1.loss_dice: 0.8633, decode.d2.loss_cls: 0.3664, decode.d2.loss_mask: 0.5083, decode.d2.loss_dice: 0.8418, decode.d3.loss_cls: 0.3449, decode.d3.loss_mask: 0.5043, decode.d3.loss_dice: 0.8236, decode.d4.loss_cls: 0.3385, decode.d4.loss_mask: 0.5029, decode.d4.loss_dice: 0.8295, decode.d5.loss_cls: 0.3321, decode.d5.loss_mask: 0.5016, decode.d5.loss_dice: 0.8220, decode.d6.loss_cls: 0.3292, decode.d6.loss_mask: 0.4999, decode.d6.loss_dice: 0.8209, decode.d7.loss_cls: 0.3267, decode.d7.loss_mask: 0.5004, decode.d7.loss_dice: 0.8153, decode.d8.loss_cls: 0.3196, decode.d8.loss_mask: 0.4985, decode.d8.loss_dice: 0.8212, loss: 18.7108 2022-04-26 22:44:29,105 - mmseg - INFO - Iter [72750/160000] lr: 7.830e-07, eta: 1 day, 2:31:31, time: 1.095, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3078, decode.loss_mask: 0.5127, decode.loss_dice: 0.8021, decode.d0.loss_cls: 2.0499, decode.d0.loss_mask: 0.5610, decode.d0.loss_dice: 0.9318, decode.d1.loss_cls: 0.3923, decode.d1.loss_mask: 0.5300, decode.d1.loss_dice: 0.8607, decode.d2.loss_cls: 0.3288, decode.d2.loss_mask: 0.5186, decode.d2.loss_dice: 0.8377, decode.d3.loss_cls: 0.3152, decode.d3.loss_mask: 0.5170, decode.d3.loss_dice: 0.8205, decode.d4.loss_cls: 0.3125, decode.d4.loss_mask: 0.5154, decode.d4.loss_dice: 0.8150, decode.d5.loss_cls: 0.3089, decode.d5.loss_mask: 0.5094, decode.d5.loss_dice: 0.8161, decode.d6.loss_cls: 0.3016, decode.d6.loss_mask: 0.5107, decode.d6.loss_dice: 0.8151, decode.d7.loss_cls: 0.3061, decode.d7.loss_mask: 0.5112, decode.d7.loss_dice: 0.8103, decode.d8.loss_cls: 0.3055, decode.d8.loss_mask: 0.5104, decode.d8.loss_dice: 0.8078, loss: 18.4419 2022-04-26 22:45:23,851 - mmseg - INFO - Iter [72800/160000] lr: 7.825e-07, eta: 1 day, 2:30:36, time: 1.095, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3140, decode.loss_mask: 0.5201, decode.loss_dice: 0.8035, decode.d0.loss_cls: 2.0942, decode.d0.loss_mask: 0.5753, decode.d0.loss_dice: 0.9245, decode.d1.loss_cls: 0.4275, decode.d1.loss_mask: 0.5412, decode.d1.loss_dice: 0.8504, decode.d2.loss_cls: 0.3610, decode.d2.loss_mask: 0.5307, decode.d2.loss_dice: 0.8324, decode.d3.loss_cls: 0.3378, decode.d3.loss_mask: 0.5261, decode.d3.loss_dice: 0.8127, decode.d4.loss_cls: 0.3246, decode.d4.loss_mask: 0.5265, decode.d4.loss_dice: 0.8076, decode.d5.loss_cls: 0.3242, decode.d5.loss_mask: 0.5236, decode.d5.loss_dice: 0.8067, decode.d6.loss_cls: 0.3225, decode.d6.loss_mask: 0.5227, decode.d6.loss_dice: 0.8029, decode.d7.loss_cls: 0.3125, decode.d7.loss_mask: 0.5207, decode.d7.loss_dice: 0.7992, decode.d8.loss_cls: 0.3144, decode.d8.loss_mask: 0.5210, decode.d8.loss_dice: 0.8033, loss: 18.6838 2022-04-26 22:46:18,111 - mmseg - INFO - Iter [72850/160000] lr: 7.821e-07, eta: 1 day, 2:29:41, time: 1.085, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3025, decode.loss_mask: 0.5116, decode.loss_dice: 0.7980, decode.d0.loss_cls: 2.0974, decode.d0.loss_mask: 0.5556, decode.d0.loss_dice: 0.9112, decode.d1.loss_cls: 0.4123, decode.d1.loss_mask: 0.5301, decode.d1.loss_dice: 0.8544, decode.d2.loss_cls: 0.3507, decode.d2.loss_mask: 0.5215, decode.d2.loss_dice: 0.8233, decode.d3.loss_cls: 0.3313, decode.d3.loss_mask: 0.5150, decode.d3.loss_dice: 0.8052, decode.d4.loss_cls: 0.3206, decode.d4.loss_mask: 0.5142, decode.d4.loss_dice: 0.8077, decode.d5.loss_cls: 0.3112, decode.d5.loss_mask: 0.5118, decode.d5.loss_dice: 0.8057, decode.d6.loss_cls: 0.3102, decode.d6.loss_mask: 0.5091, decode.d6.loss_dice: 0.7953, decode.d7.loss_cls: 0.3025, decode.d7.loss_mask: 0.5112, decode.d7.loss_dice: 0.7963, decode.d8.loss_cls: 0.3073, decode.d8.loss_mask: 0.5110, decode.d8.loss_dice: 0.7952, loss: 18.4295 2022-04-26 22:47:11,624 - mmseg - INFO - Iter [72900/160000] lr: 7.816e-07, eta: 1 day, 2:28:45, time: 1.070, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3102, decode.loss_mask: 0.5320, decode.loss_dice: 0.8145, decode.d0.loss_cls: 2.0301, decode.d0.loss_mask: 0.5783, decode.d0.loss_dice: 0.9345, decode.d1.loss_cls: 0.3972, decode.d1.loss_mask: 0.5510, decode.d1.loss_dice: 0.8608, decode.d2.loss_cls: 0.3497, decode.d2.loss_mask: 0.5411, decode.d2.loss_dice: 0.8363, decode.d3.loss_cls: 0.3352, decode.d3.loss_mask: 0.5380, decode.d3.loss_dice: 0.8188, decode.d4.loss_cls: 0.3248, decode.d4.loss_mask: 0.5337, decode.d4.loss_dice: 0.8231, decode.d5.loss_cls: 0.3144, decode.d5.loss_mask: 0.5351, decode.d5.loss_dice: 0.8221, decode.d6.loss_cls: 0.3080, decode.d6.loss_mask: 0.5342, decode.d6.loss_dice: 0.8234, decode.d7.loss_cls: 0.3115, decode.d7.loss_mask: 0.5332, decode.d7.loss_dice: 0.8156, decode.d8.loss_cls: 0.3062, decode.d8.loss_mask: 0.5340, decode.d8.loss_dice: 0.8183, loss: 18.7656 2022-04-26 22:48:04,892 - mmseg - INFO - Iter [72950/160000] lr: 7.812e-07, eta: 1 day, 2:27:48, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3274, decode.loss_mask: 0.5030, decode.loss_dice: 0.7831, decode.d0.loss_cls: 2.0786, decode.d0.loss_mask: 0.5535, decode.d0.loss_dice: 0.9126, decode.d1.loss_cls: 0.4272, decode.d1.loss_mask: 0.5235, decode.d1.loss_dice: 0.8376, decode.d2.loss_cls: 0.3804, decode.d2.loss_mask: 0.5132, decode.d2.loss_dice: 0.8034, decode.d3.loss_cls: 0.3534, decode.d3.loss_mask: 0.5084, decode.d3.loss_dice: 0.7919, decode.d4.loss_cls: 0.3427, decode.d4.loss_mask: 0.5051, decode.d4.loss_dice: 0.7932, decode.d5.loss_cls: 0.3385, decode.d5.loss_mask: 0.5022, decode.d5.loss_dice: 0.7908, decode.d6.loss_cls: 0.3297, decode.d6.loss_mask: 0.5035, decode.d6.loss_dice: 0.7871, decode.d7.loss_cls: 0.3291, decode.d7.loss_mask: 0.5024, decode.d7.loss_dice: 0.7813, decode.d8.loss_cls: 0.3324, decode.d8.loss_mask: 0.5000, decode.d8.loss_dice: 0.7831, loss: 18.4183 2022-04-26 22:48:58,418 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 22:48:58,420 - mmseg - INFO - Iter [73000/160000] lr: 7.807e-07, eta: 1 day, 2:26:52, time: 1.071, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3347, decode.loss_mask: 0.5273, decode.loss_dice: 0.8068, decode.d0.loss_cls: 2.0653, decode.d0.loss_mask: 0.5753, decode.d0.loss_dice: 0.9294, decode.d1.loss_cls: 0.4275, decode.d1.loss_mask: 0.5411, decode.d1.loss_dice: 0.8554, decode.d2.loss_cls: 0.3709, decode.d2.loss_mask: 0.5285, decode.d2.loss_dice: 0.8322, decode.d3.loss_cls: 0.3543, decode.d3.loss_mask: 0.5249, decode.d3.loss_dice: 0.8145, decode.d4.loss_cls: 0.3413, decode.d4.loss_mask: 0.5237, decode.d4.loss_dice: 0.8146, decode.d5.loss_cls: 0.3355, decode.d5.loss_mask: 0.5258, decode.d5.loss_dice: 0.8081, decode.d6.loss_cls: 0.3247, decode.d6.loss_mask: 0.5221, decode.d6.loss_dice: 0.8028, decode.d7.loss_cls: 0.3315, decode.d7.loss_mask: 0.5225, decode.d7.loss_dice: 0.8035, decode.d8.loss_cls: 0.3234, decode.d8.loss_mask: 0.5267, decode.d8.loss_dice: 0.8048, loss: 18.7993 2022-04-26 22:49:52,448 - mmseg - INFO - Iter [73050/160000] lr: 7.803e-07, eta: 1 day, 2:25:56, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3245, decode.loss_mask: 0.5257, decode.loss_dice: 0.8103, decode.d0.loss_cls: 2.1218, decode.d0.loss_mask: 0.5716, decode.d0.loss_dice: 0.9318, decode.d1.loss_cls: 0.4237, decode.d1.loss_mask: 0.5449, decode.d1.loss_dice: 0.8667, decode.d2.loss_cls: 0.3730, decode.d2.loss_mask: 0.5348, decode.d2.loss_dice: 0.8401, decode.d3.loss_cls: 0.3506, decode.d3.loss_mask: 0.5299, decode.d3.loss_dice: 0.8189, decode.d4.loss_cls: 0.3408, decode.d4.loss_mask: 0.5254, decode.d4.loss_dice: 0.8157, decode.d5.loss_cls: 0.3315, decode.d5.loss_mask: 0.5260, decode.d5.loss_dice: 0.8116, decode.d6.loss_cls: 0.3261, decode.d6.loss_mask: 0.5268, decode.d6.loss_dice: 0.8121, decode.d7.loss_cls: 0.3233, decode.d7.loss_mask: 0.5279, decode.d7.loss_dice: 0.8134, decode.d8.loss_cls: 0.3239, decode.d8.loss_mask: 0.5266, decode.d8.loss_dice: 0.8145, loss: 18.9142 2022-04-26 22:50:45,808 - mmseg - INFO - Iter [73100/160000] lr: 7.798e-07, eta: 1 day, 2:25:00, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3329, decode.loss_mask: 0.4956, decode.loss_dice: 0.7931, decode.d0.loss_cls: 2.1152, decode.d0.loss_mask: 0.5419, decode.d0.loss_dice: 0.9297, decode.d1.loss_cls: 0.4354, decode.d1.loss_mask: 0.5169, decode.d1.loss_dice: 0.8517, decode.d2.loss_cls: 0.3846, decode.d2.loss_mask: 0.5050, decode.d2.loss_dice: 0.8224, decode.d3.loss_cls: 0.3669, decode.d3.loss_mask: 0.5005, decode.d3.loss_dice: 0.8026, decode.d4.loss_cls: 0.3588, decode.d4.loss_mask: 0.4985, decode.d4.loss_dice: 0.7989, decode.d5.loss_cls: 0.3473, decode.d5.loss_mask: 0.4990, decode.d5.loss_dice: 0.7965, decode.d6.loss_cls: 0.3406, decode.d6.loss_mask: 0.4951, decode.d6.loss_dice: 0.7926, decode.d7.loss_cls: 0.3351, decode.d7.loss_mask: 0.4963, decode.d7.loss_dice: 0.7971, decode.d8.loss_cls: 0.3376, decode.d8.loss_mask: 0.4969, decode.d8.loss_dice: 0.7949, loss: 18.5797 2022-04-26 22:51:39,376 - mmseg - INFO - Iter [73150/160000] lr: 7.794e-07, eta: 1 day, 2:24:04, time: 1.071, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3361, decode.loss_mask: 0.4989, decode.loss_dice: 0.8139, decode.d0.loss_cls: 2.1604, decode.d0.loss_mask: 0.5479, decode.d0.loss_dice: 0.9495, decode.d1.loss_cls: 0.4364, decode.d1.loss_mask: 0.5247, decode.d1.loss_dice: 0.8661, decode.d2.loss_cls: 0.3764, decode.d2.loss_mask: 0.5139, decode.d2.loss_dice: 0.8417, decode.d3.loss_cls: 0.3565, decode.d3.loss_mask: 0.5061, decode.d3.loss_dice: 0.8189, decode.d4.loss_cls: 0.3467, decode.d4.loss_mask: 0.5054, decode.d4.loss_dice: 0.8185, decode.d5.loss_cls: 0.3426, decode.d5.loss_mask: 0.5009, decode.d5.loss_dice: 0.8170, decode.d6.loss_cls: 0.3428, decode.d6.loss_mask: 0.5009, decode.d6.loss_dice: 0.8134, decode.d7.loss_cls: 0.3320, decode.d7.loss_mask: 0.4999, decode.d7.loss_dice: 0.8141, decode.d8.loss_cls: 0.3348, decode.d8.loss_mask: 0.4985, decode.d8.loss_dice: 0.8128, loss: 18.8276 2022-04-26 22:52:32,267 - mmseg - INFO - Iter [73200/160000] lr: 7.789e-07, eta: 1 day, 2:23:07, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3216, decode.loss_mask: 0.4970, decode.loss_dice: 0.7820, decode.d0.loss_cls: 2.0857, decode.d0.loss_mask: 0.5459, decode.d0.loss_dice: 0.9115, decode.d1.loss_cls: 0.4329, decode.d1.loss_mask: 0.5204, decode.d1.loss_dice: 0.8286, decode.d2.loss_cls: 0.3833, decode.d2.loss_mask: 0.5085, decode.d2.loss_dice: 0.8031, decode.d3.loss_cls: 0.3536, decode.d3.loss_mask: 0.5054, decode.d3.loss_dice: 0.7847, decode.d4.loss_cls: 0.3513, decode.d4.loss_mask: 0.5030, decode.d4.loss_dice: 0.7878, decode.d5.loss_cls: 0.3358, decode.d5.loss_mask: 0.5011, decode.d5.loss_dice: 0.7910, decode.d6.loss_cls: 0.3237, decode.d6.loss_mask: 0.4978, decode.d6.loss_dice: 0.7844, decode.d7.loss_cls: 0.3257, decode.d7.loss_mask: 0.4977, decode.d7.loss_dice: 0.7856, decode.d8.loss_cls: 0.3201, decode.d8.loss_mask: 0.4986, decode.d8.loss_dice: 0.7829, loss: 18.3507 2022-04-26 22:53:25,378 - mmseg - INFO - Iter [73250/160000] lr: 7.785e-07, eta: 1 day, 2:22:11, time: 1.062, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3222, decode.loss_mask: 0.5324, decode.loss_dice: 0.7889, decode.d0.loss_cls: 2.0778, decode.d0.loss_mask: 0.5826, decode.d0.loss_dice: 0.9155, decode.d1.loss_cls: 0.4268, decode.d1.loss_mask: 0.5549, decode.d1.loss_dice: 0.8397, decode.d2.loss_cls: 0.3757, decode.d2.loss_mask: 0.5405, decode.d2.loss_dice: 0.8142, decode.d3.loss_cls: 0.3477, decode.d3.loss_mask: 0.5346, decode.d3.loss_dice: 0.7967, decode.d4.loss_cls: 0.3331, decode.d4.loss_mask: 0.5350, decode.d4.loss_dice: 0.7999, decode.d5.loss_cls: 0.3315, decode.d5.loss_mask: 0.5347, decode.d5.loss_dice: 0.7985, decode.d6.loss_cls: 0.3286, decode.d6.loss_mask: 0.5358, decode.d6.loss_dice: 0.7935, decode.d7.loss_cls: 0.3211, decode.d7.loss_mask: 0.5336, decode.d7.loss_dice: 0.7932, decode.d8.loss_cls: 0.3177, decode.d8.loss_mask: 0.5327, decode.d8.loss_dice: 0.7905, loss: 18.7296 2022-04-26 22:54:21,020 - mmseg - INFO - Iter [73300/160000] lr: 7.780e-07, eta: 1 day, 2:21:17, time: 1.113, data_time: 0.062, memory: 64049, decode.loss_cls: 0.3116, decode.loss_mask: 0.5049, decode.loss_dice: 0.7652, decode.d0.loss_cls: 2.1154, decode.d0.loss_mask: 0.5464, decode.d0.loss_dice: 0.9004, decode.d1.loss_cls: 0.4096, decode.d1.loss_mask: 0.5231, decode.d1.loss_dice: 0.8214, decode.d2.loss_cls: 0.3529, decode.d2.loss_mask: 0.5099, decode.d2.loss_dice: 0.7983, decode.d3.loss_cls: 0.3237, decode.d3.loss_mask: 0.5048, decode.d3.loss_dice: 0.7778, decode.d4.loss_cls: 0.3191, decode.d4.loss_mask: 0.5059, decode.d4.loss_dice: 0.7781, decode.d5.loss_cls: 0.3126, decode.d5.loss_mask: 0.5069, decode.d5.loss_dice: 0.7758, decode.d6.loss_cls: 0.3150, decode.d6.loss_mask: 0.5043, decode.d6.loss_dice: 0.7667, decode.d7.loss_cls: 0.3136, decode.d7.loss_mask: 0.5040, decode.d7.loss_dice: 0.7717, decode.d8.loss_cls: 0.3129, decode.d8.loss_mask: 0.5054, decode.d8.loss_dice: 0.7713, loss: 18.1285 2022-04-26 22:55:14,037 - mmseg - INFO - Iter [73350/160000] lr: 7.776e-07, eta: 1 day, 2:20:20, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2878, decode.loss_mask: 0.4975, decode.loss_dice: 0.7733, decode.d0.loss_cls: 2.1094, decode.d0.loss_mask: 0.5412, decode.d0.loss_dice: 0.8969, decode.d1.loss_cls: 0.3724, decode.d1.loss_mask: 0.5135, decode.d1.loss_dice: 0.8212, decode.d2.loss_cls: 0.3356, decode.d2.loss_mask: 0.5047, decode.d2.loss_dice: 0.8000, decode.d3.loss_cls: 0.3190, decode.d3.loss_mask: 0.4997, decode.d3.loss_dice: 0.7838, decode.d4.loss_cls: 0.2976, decode.d4.loss_mask: 0.5013, decode.d4.loss_dice: 0.7878, decode.d5.loss_cls: 0.2973, decode.d5.loss_mask: 0.4985, decode.d5.loss_dice: 0.7792, decode.d6.loss_cls: 0.2935, decode.d6.loss_mask: 0.4977, decode.d6.loss_dice: 0.7771, decode.d7.loss_cls: 0.2894, decode.d7.loss_mask: 0.4958, decode.d7.loss_dice: 0.7748, decode.d8.loss_cls: 0.2840, decode.d8.loss_mask: 0.4965, decode.d8.loss_dice: 0.7787, loss: 17.9055 2022-04-26 22:56:09,196 - mmseg - INFO - Iter [73400/160000] lr: 7.771e-07, eta: 1 day, 2:19:26, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3106, decode.loss_mask: 0.4839, decode.loss_dice: 0.7574, decode.d0.loss_cls: 2.0696, decode.d0.loss_mask: 0.5311, decode.d0.loss_dice: 0.8873, decode.d1.loss_cls: 0.4009, decode.d1.loss_mask: 0.5078, decode.d1.loss_dice: 0.8082, decode.d2.loss_cls: 0.3479, decode.d2.loss_mask: 0.4949, decode.d2.loss_dice: 0.7862, decode.d3.loss_cls: 0.3265, decode.d3.loss_mask: 0.4887, decode.d3.loss_dice: 0.7685, decode.d4.loss_cls: 0.3162, decode.d4.loss_mask: 0.4890, decode.d4.loss_dice: 0.7656, decode.d5.loss_cls: 0.3191, decode.d5.loss_mask: 0.4884, decode.d5.loss_dice: 0.7618, decode.d6.loss_cls: 0.3118, decode.d6.loss_mask: 0.4877, decode.d6.loss_dice: 0.7588, decode.d7.loss_cls: 0.3106, decode.d7.loss_mask: 0.4858, decode.d7.loss_dice: 0.7600, decode.d8.loss_cls: 0.3083, decode.d8.loss_mask: 0.4841, decode.d8.loss_dice: 0.7576, loss: 17.7744 2022-04-26 22:57:02,781 - mmseg - INFO - Iter [73450/160000] lr: 7.767e-07, eta: 1 day, 2:18:30, time: 1.072, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2942, decode.loss_mask: 0.5316, decode.loss_dice: 0.8096, decode.d0.loss_cls: 2.0284, decode.d0.loss_mask: 0.5764, decode.d0.loss_dice: 0.9325, decode.d1.loss_cls: 0.3782, decode.d1.loss_mask: 0.5481, decode.d1.loss_dice: 0.8599, decode.d2.loss_cls: 0.3293, decode.d2.loss_mask: 0.5383, decode.d2.loss_dice: 0.8374, decode.d3.loss_cls: 0.3099, decode.d3.loss_mask: 0.5355, decode.d3.loss_dice: 0.8240, decode.d4.loss_cls: 0.2990, decode.d4.loss_mask: 0.5349, decode.d4.loss_dice: 0.8192, decode.d5.loss_cls: 0.2993, decode.d5.loss_mask: 0.5331, decode.d5.loss_dice: 0.8220, decode.d6.loss_cls: 0.2921, decode.d6.loss_mask: 0.5306, decode.d6.loss_dice: 0.8120, decode.d7.loss_cls: 0.2988, decode.d7.loss_mask: 0.5303, decode.d7.loss_dice: 0.8120, decode.d8.loss_cls: 0.2985, decode.d8.loss_mask: 0.5325, decode.d8.loss_dice: 0.8108, loss: 18.5585 2022-04-26 22:57:55,717 - mmseg - INFO - Iter [73500/160000] lr: 7.762e-07, eta: 1 day, 2:17:33, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2879, decode.loss_mask: 0.5001, decode.loss_dice: 0.7911, decode.d0.loss_cls: 2.0550, decode.d0.loss_mask: 0.5503, decode.d0.loss_dice: 0.9090, decode.d1.loss_cls: 0.3775, decode.d1.loss_mask: 0.5196, decode.d1.loss_dice: 0.8421, decode.d2.loss_cls: 0.3267, decode.d2.loss_mask: 0.5128, decode.d2.loss_dice: 0.8150, decode.d3.loss_cls: 0.3037, decode.d3.loss_mask: 0.5099, decode.d3.loss_dice: 0.7958, decode.d4.loss_cls: 0.3048, decode.d4.loss_mask: 0.5074, decode.d4.loss_dice: 0.7970, decode.d5.loss_cls: 0.3003, decode.d5.loss_mask: 0.5077, decode.d5.loss_dice: 0.8013, decode.d6.loss_cls: 0.2937, decode.d6.loss_mask: 0.5022, decode.d6.loss_dice: 0.7934, decode.d7.loss_cls: 0.2981, decode.d7.loss_mask: 0.5007, decode.d7.loss_dice: 0.7892, decode.d8.loss_cls: 0.2900, decode.d8.loss_mask: 0.5008, decode.d8.loss_dice: 0.7941, loss: 18.0775 2022-04-26 22:58:49,646 - mmseg - INFO - Iter [73550/160000] lr: 7.758e-07, eta: 1 day, 2:16:38, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3131, decode.loss_mask: 0.5195, decode.loss_dice: 0.8058, decode.d0.loss_cls: 2.0989, decode.d0.loss_mask: 0.5636, decode.d0.loss_dice: 0.9293, decode.d1.loss_cls: 0.4037, decode.d1.loss_mask: 0.5393, decode.d1.loss_dice: 0.8554, decode.d2.loss_cls: 0.3616, decode.d2.loss_mask: 0.5277, decode.d2.loss_dice: 0.8297, decode.d3.loss_cls: 0.3369, decode.d3.loss_mask: 0.5231, decode.d3.loss_dice: 0.8112, decode.d4.loss_cls: 0.3303, decode.d4.loss_mask: 0.5204, decode.d4.loss_dice: 0.8123, decode.d5.loss_cls: 0.3312, decode.d5.loss_mask: 0.5193, decode.d5.loss_dice: 0.8115, decode.d6.loss_cls: 0.3148, decode.d6.loss_mask: 0.5208, decode.d6.loss_dice: 0.8079, decode.d7.loss_cls: 0.3130, decode.d7.loss_mask: 0.5212, decode.d7.loss_dice: 0.8100, decode.d8.loss_cls: 0.3098, decode.d8.loss_mask: 0.5208, decode.d8.loss_dice: 0.8092, loss: 18.6712 2022-04-26 22:59:43,113 - mmseg - INFO - Iter [73600/160000] lr: 7.753e-07, eta: 1 day, 2:15:41, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2941, decode.loss_mask: 0.5040, decode.loss_dice: 0.7782, decode.d0.loss_cls: 2.0621, decode.d0.loss_mask: 0.5489, decode.d0.loss_dice: 0.8938, decode.d1.loss_cls: 0.3773, decode.d1.loss_mask: 0.5237, decode.d1.loss_dice: 0.8301, decode.d2.loss_cls: 0.3420, decode.d2.loss_mask: 0.5123, decode.d2.loss_dice: 0.8018, decode.d3.loss_cls: 0.3117, decode.d3.loss_mask: 0.5122, decode.d3.loss_dice: 0.7884, decode.d4.loss_cls: 0.3101, decode.d4.loss_mask: 0.5075, decode.d4.loss_dice: 0.7877, decode.d5.loss_cls: 0.3018, decode.d5.loss_mask: 0.5047, decode.d5.loss_dice: 0.7855, decode.d6.loss_cls: 0.2971, decode.d6.loss_mask: 0.5043, decode.d6.loss_dice: 0.7775, decode.d7.loss_cls: 0.2932, decode.d7.loss_mask: 0.5033, decode.d7.loss_dice: 0.7820, decode.d8.loss_cls: 0.2966, decode.d8.loss_mask: 0.5039, decode.d8.loss_dice: 0.7821, loss: 18.0180 2022-04-26 23:00:36,726 - mmseg - INFO - Iter [73650/160000] lr: 7.749e-07, eta: 1 day, 2:14:45, time: 1.070, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3246, decode.loss_mask: 0.5164, decode.loss_dice: 0.7864, decode.d0.loss_cls: 2.0903, decode.d0.loss_mask: 0.5590, decode.d0.loss_dice: 0.9062, decode.d1.loss_cls: 0.4212, decode.d1.loss_mask: 0.5363, decode.d1.loss_dice: 0.8311, decode.d2.loss_cls: 0.3699, decode.d2.loss_mask: 0.5238, decode.d2.loss_dice: 0.8136, decode.d3.loss_cls: 0.3499, decode.d3.loss_mask: 0.5189, decode.d3.loss_dice: 0.7917, decode.d4.loss_cls: 0.3411, decode.d4.loss_mask: 0.5169, decode.d4.loss_dice: 0.7922, decode.d5.loss_cls: 0.3265, decode.d5.loss_mask: 0.5185, decode.d5.loss_dice: 0.7939, decode.d6.loss_cls: 0.3227, decode.d6.loss_mask: 0.5160, decode.d6.loss_dice: 0.7868, decode.d7.loss_cls: 0.3238, decode.d7.loss_mask: 0.5176, decode.d7.loss_dice: 0.7902, decode.d8.loss_cls: 0.3295, decode.d8.loss_mask: 0.5154, decode.d8.loss_dice: 0.7831, loss: 18.5133 2022-04-26 23:01:30,750 - mmseg - INFO - Iter [73700/160000] lr: 7.744e-07, eta: 1 day, 2:13:50, time: 1.083, data_time: 0.017, memory: 64049, decode.loss_cls: 0.3152, decode.loss_mask: 0.5184, decode.loss_dice: 0.7943, decode.d0.loss_cls: 2.0131, decode.d0.loss_mask: 0.5670, decode.d0.loss_dice: 0.9243, decode.d1.loss_cls: 0.4011, decode.d1.loss_mask: 0.5373, decode.d1.loss_dice: 0.8529, decode.d2.loss_cls: 0.3571, decode.d2.loss_mask: 0.5289, decode.d2.loss_dice: 0.8184, decode.d3.loss_cls: 0.3344, decode.d3.loss_mask: 0.5254, decode.d3.loss_dice: 0.8064, decode.d4.loss_cls: 0.3212, decode.d4.loss_mask: 0.5244, decode.d4.loss_dice: 0.8050, decode.d5.loss_cls: 0.3236, decode.d5.loss_mask: 0.5201, decode.d5.loss_dice: 0.8048, decode.d6.loss_cls: 0.3164, decode.d6.loss_mask: 0.5189, decode.d6.loss_dice: 0.7960, decode.d7.loss_cls: 0.3089, decode.d7.loss_mask: 0.5182, decode.d7.loss_dice: 0.7970, decode.d8.loss_cls: 0.3173, decode.d8.loss_mask: 0.5189, decode.d8.loss_dice: 0.7929, loss: 18.4780 2022-04-26 23:02:24,475 - mmseg - INFO - Iter [73750/160000] lr: 7.740e-07, eta: 1 day, 2:12:54, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3133, decode.loss_mask: 0.5088, decode.loss_dice: 0.7885, decode.d0.loss_cls: 2.0834, decode.d0.loss_mask: 0.5521, decode.d0.loss_dice: 0.9140, decode.d1.loss_cls: 0.3983, decode.d1.loss_mask: 0.5298, decode.d1.loss_dice: 0.8405, decode.d2.loss_cls: 0.3534, decode.d2.loss_mask: 0.5181, decode.d2.loss_dice: 0.8121, decode.d3.loss_cls: 0.3322, decode.d3.loss_mask: 0.5107, decode.d3.loss_dice: 0.7916, decode.d4.loss_cls: 0.3271, decode.d4.loss_mask: 0.5112, decode.d4.loss_dice: 0.7993, decode.d5.loss_cls: 0.3333, decode.d5.loss_mask: 0.5065, decode.d5.loss_dice: 0.7956, decode.d6.loss_cls: 0.3206, decode.d6.loss_mask: 0.5069, decode.d6.loss_dice: 0.7861, decode.d7.loss_cls: 0.3215, decode.d7.loss_mask: 0.5030, decode.d7.loss_dice: 0.7865, decode.d8.loss_cls: 0.3155, decode.d8.loss_mask: 0.5067, decode.d8.loss_dice: 0.7888, loss: 18.3553 2022-04-26 23:03:18,210 - mmseg - INFO - Iter [73800/160000] lr: 7.735e-07, eta: 1 day, 2:11:58, time: 1.077, data_time: 0.017, memory: 64049, decode.loss_cls: 0.3159, decode.loss_mask: 0.5037, decode.loss_dice: 0.7960, decode.d0.loss_cls: 2.0935, decode.d0.loss_mask: 0.5510, decode.d0.loss_dice: 0.9321, decode.d1.loss_cls: 0.4260, decode.d1.loss_mask: 0.5222, decode.d1.loss_dice: 0.8497, decode.d2.loss_cls: 0.3644, decode.d2.loss_mask: 0.5137, decode.d2.loss_dice: 0.8259, decode.d3.loss_cls: 0.3327, decode.d3.loss_mask: 0.5089, decode.d3.loss_dice: 0.8110, decode.d4.loss_cls: 0.3280, decode.d4.loss_mask: 0.5091, decode.d4.loss_dice: 0.8103, decode.d5.loss_cls: 0.3181, decode.d5.loss_mask: 0.5059, decode.d5.loss_dice: 0.8061, decode.d6.loss_cls: 0.3150, decode.d6.loss_mask: 0.5060, decode.d6.loss_dice: 0.8024, decode.d7.loss_cls: 0.3156, decode.d7.loss_mask: 0.5051, decode.d7.loss_dice: 0.7997, decode.d8.loss_cls: 0.3117, decode.d8.loss_mask: 0.5040, decode.d8.loss_dice: 0.7979, loss: 18.4816 2022-04-26 23:04:12,195 - mmseg - INFO - Iter [73850/160000] lr: 7.731e-07, eta: 1 day, 2:11:03, time: 1.080, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3125, decode.loss_mask: 0.5218, decode.loss_dice: 0.7939, decode.d0.loss_cls: 2.0134, decode.d0.loss_mask: 0.5693, decode.d0.loss_dice: 0.9221, decode.d1.loss_cls: 0.4149, decode.d1.loss_mask: 0.5381, decode.d1.loss_dice: 0.8416, decode.d2.loss_cls: 0.3601, decode.d2.loss_mask: 0.5312, decode.d2.loss_dice: 0.8213, decode.d3.loss_cls: 0.3378, decode.d3.loss_mask: 0.5237, decode.d3.loss_dice: 0.8004, decode.d4.loss_cls: 0.3250, decode.d4.loss_mask: 0.5248, decode.d4.loss_dice: 0.8029, decode.d5.loss_cls: 0.3239, decode.d5.loss_mask: 0.5239, decode.d5.loss_dice: 0.7989, decode.d6.loss_cls: 0.3107, decode.d6.loss_mask: 0.5223, decode.d6.loss_dice: 0.7975, decode.d7.loss_cls: 0.3110, decode.d7.loss_mask: 0.5212, decode.d7.loss_dice: 0.7975, decode.d8.loss_cls: 0.3165, decode.d8.loss_mask: 0.5213, decode.d8.loss_dice: 0.7928, loss: 18.4920 2022-04-26 23:05:05,179 - mmseg - INFO - Iter [73900/160000] lr: 7.726e-07, eta: 1 day, 2:10:06, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3100, decode.loss_mask: 0.4943, decode.loss_dice: 0.7736, decode.d0.loss_cls: 2.0594, decode.d0.loss_mask: 0.5413, decode.d0.loss_dice: 0.9127, decode.d1.loss_cls: 0.4013, decode.d1.loss_mask: 0.5111, decode.d1.loss_dice: 0.8305, decode.d2.loss_cls: 0.3548, decode.d2.loss_mask: 0.5034, decode.d2.loss_dice: 0.8020, decode.d3.loss_cls: 0.3289, decode.d3.loss_mask: 0.4970, decode.d3.loss_dice: 0.7890, decode.d4.loss_cls: 0.3189, decode.d4.loss_mask: 0.4973, decode.d4.loss_dice: 0.7862, decode.d5.loss_cls: 0.3139, decode.d5.loss_mask: 0.4975, decode.d5.loss_dice: 0.7822, decode.d6.loss_cls: 0.3114, decode.d6.loss_mask: 0.4965, decode.d6.loss_dice: 0.7769, decode.d7.loss_cls: 0.3041, decode.d7.loss_mask: 0.4980, decode.d7.loss_dice: 0.7813, decode.d8.loss_cls: 0.3050, decode.d8.loss_mask: 0.4968, decode.d8.loss_dice: 0.7773, loss: 18.0526 2022-04-26 23:05:59,082 - mmseg - INFO - Iter [73950/160000] lr: 7.722e-07, eta: 1 day, 2:09:10, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2919, decode.loss_mask: 0.4968, decode.loss_dice: 0.7873, decode.d0.loss_cls: 2.0586, decode.d0.loss_mask: 0.5375, decode.d0.loss_dice: 0.9135, decode.d1.loss_cls: 0.3843, decode.d1.loss_mask: 0.5151, decode.d1.loss_dice: 0.8470, decode.d2.loss_cls: 0.3434, decode.d2.loss_mask: 0.5053, decode.d2.loss_dice: 0.8154, decode.d3.loss_cls: 0.3160, decode.d3.loss_mask: 0.4987, decode.d3.loss_dice: 0.7979, decode.d4.loss_cls: 0.3062, decode.d4.loss_mask: 0.4977, decode.d4.loss_dice: 0.7906, decode.d5.loss_cls: 0.3020, decode.d5.loss_mask: 0.4967, decode.d5.loss_dice: 0.7916, decode.d6.loss_cls: 0.2951, decode.d6.loss_mask: 0.4957, decode.d6.loss_dice: 0.7865, decode.d7.loss_cls: 0.2891, decode.d7.loss_mask: 0.4980, decode.d7.loss_dice: 0.7885, decode.d8.loss_cls: 0.2917, decode.d8.loss_mask: 0.4969, decode.d8.loss_dice: 0.7861, loss: 18.0211 2022-04-26 23:06:52,857 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 23:06:52,860 - mmseg - INFO - Iter [74000/160000] lr: 7.717e-07, eta: 1 day, 2:08:14, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2996, decode.loss_mask: 0.5037, decode.loss_dice: 0.7838, decode.d0.loss_cls: 2.0427, decode.d0.loss_mask: 0.5550, decode.d0.loss_dice: 0.9112, decode.d1.loss_cls: 0.3867, decode.d1.loss_mask: 0.5250, decode.d1.loss_dice: 0.8391, decode.d2.loss_cls: 0.3430, decode.d2.loss_mask: 0.5164, decode.d2.loss_dice: 0.8148, decode.d3.loss_cls: 0.3186, decode.d3.loss_mask: 0.5106, decode.d3.loss_dice: 0.7964, decode.d4.loss_cls: 0.3069, decode.d4.loss_mask: 0.5072, decode.d4.loss_dice: 0.8004, decode.d5.loss_cls: 0.3018, decode.d5.loss_mask: 0.5084, decode.d5.loss_dice: 0.7957, decode.d6.loss_cls: 0.3023, decode.d6.loss_mask: 0.5058, decode.d6.loss_dice: 0.7929, decode.d7.loss_cls: 0.2974, decode.d7.loss_mask: 0.5046, decode.d7.loss_dice: 0.7921, decode.d8.loss_cls: 0.2979, decode.d8.loss_mask: 0.5040, decode.d8.loss_dice: 0.7904, loss: 18.1545 2022-04-26 23:07:47,055 - mmseg - INFO - Iter [74050/160000] lr: 7.713e-07, eta: 1 day, 2:07:19, time: 1.084, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3182, decode.loss_mask: 0.5102, decode.loss_dice: 0.7909, decode.d0.loss_cls: 2.0829, decode.d0.loss_mask: 0.5518, decode.d0.loss_dice: 0.9314, decode.d1.loss_cls: 0.4230, decode.d1.loss_mask: 0.5327, decode.d1.loss_dice: 0.8489, decode.d2.loss_cls: 0.3619, decode.d2.loss_mask: 0.5214, decode.d2.loss_dice: 0.8174, decode.d3.loss_cls: 0.3469, decode.d3.loss_mask: 0.5130, decode.d3.loss_dice: 0.7998, decode.d4.loss_cls: 0.3327, decode.d4.loss_mask: 0.5087, decode.d4.loss_dice: 0.7989, decode.d5.loss_cls: 0.3266, decode.d5.loss_mask: 0.5068, decode.d5.loss_dice: 0.7977, decode.d6.loss_cls: 0.3155, decode.d6.loss_mask: 0.5091, decode.d6.loss_dice: 0.7961, decode.d7.loss_cls: 0.3175, decode.d7.loss_mask: 0.5104, decode.d7.loss_dice: 0.7934, decode.d8.loss_cls: 0.3154, decode.d8.loss_mask: 0.5101, decode.d8.loss_dice: 0.7966, loss: 18.4858 2022-04-26 23:08:42,075 - mmseg - INFO - Iter [74100/160000] lr: 7.709e-07, eta: 1 day, 2:06:25, time: 1.100, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3163, decode.loss_mask: 0.5183, decode.loss_dice: 0.7964, decode.d0.loss_cls: 2.0531, decode.d0.loss_mask: 0.5663, decode.d0.loss_dice: 0.9270, decode.d1.loss_cls: 0.4022, decode.d1.loss_mask: 0.5377, decode.d1.loss_dice: 0.8508, decode.d2.loss_cls: 0.3525, decode.d2.loss_mask: 0.5271, decode.d2.loss_dice: 0.8276, decode.d3.loss_cls: 0.3399, decode.d3.loss_mask: 0.5217, decode.d3.loss_dice: 0.8086, decode.d4.loss_cls: 0.3273, decode.d4.loss_mask: 0.5237, decode.d4.loss_dice: 0.8055, decode.d5.loss_cls: 0.3225, decode.d5.loss_mask: 0.5223, decode.d5.loss_dice: 0.8054, decode.d6.loss_cls: 0.3206, decode.d6.loss_mask: 0.5188, decode.d6.loss_dice: 0.7998, decode.d7.loss_cls: 0.3203, decode.d7.loss_mask: 0.5184, decode.d7.loss_dice: 0.7986, decode.d8.loss_cls: 0.3158, decode.d8.loss_mask: 0.5171, decode.d8.loss_dice: 0.7983, loss: 18.5603 2022-04-26 23:09:36,986 - mmseg - INFO - Iter [74150/160000] lr: 7.704e-07, eta: 1 day, 2:05:30, time: 1.098, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3057, decode.loss_mask: 0.5240, decode.loss_dice: 0.8042, decode.d0.loss_cls: 2.0724, decode.d0.loss_mask: 0.5702, decode.d0.loss_dice: 0.9304, decode.d1.loss_cls: 0.4050, decode.d1.loss_mask: 0.5420, decode.d1.loss_dice: 0.8584, decode.d2.loss_cls: 0.3580, decode.d2.loss_mask: 0.5313, decode.d2.loss_dice: 0.8312, decode.d3.loss_cls: 0.3348, decode.d3.loss_mask: 0.5287, decode.d3.loss_dice: 0.8142, decode.d4.loss_cls: 0.3277, decode.d4.loss_mask: 0.5269, decode.d4.loss_dice: 0.8121, decode.d5.loss_cls: 0.3098, decode.d5.loss_mask: 0.5235, decode.d5.loss_dice: 0.8147, decode.d6.loss_cls: 0.3075, decode.d6.loss_mask: 0.5244, decode.d6.loss_dice: 0.8030, decode.d7.loss_cls: 0.3023, decode.d7.loss_mask: 0.5229, decode.d7.loss_dice: 0.8055, decode.d8.loss_cls: 0.3046, decode.d8.loss_mask: 0.5242, decode.d8.loss_dice: 0.8062, loss: 18.6258 2022-04-26 23:10:30,976 - mmseg - INFO - Iter [74200/160000] lr: 7.700e-07, eta: 1 day, 2:04:35, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3184, decode.loss_mask: 0.5212, decode.loss_dice: 0.8171, decode.d0.loss_cls: 2.0812, decode.d0.loss_mask: 0.5647, decode.d0.loss_dice: 0.9448, decode.d1.loss_cls: 0.4255, decode.d1.loss_mask: 0.5397, decode.d1.loss_dice: 0.8630, decode.d2.loss_cls: 0.3725, decode.d2.loss_mask: 0.5282, decode.d2.loss_dice: 0.8329, decode.d3.loss_cls: 0.3499, decode.d3.loss_mask: 0.5260, decode.d3.loss_dice: 0.8217, decode.d4.loss_cls: 0.3363, decode.d4.loss_mask: 0.5240, decode.d4.loss_dice: 0.8196, decode.d5.loss_cls: 0.3268, decode.d5.loss_mask: 0.5254, decode.d5.loss_dice: 0.8225, decode.d6.loss_cls: 0.3192, decode.d6.loss_mask: 0.5241, decode.d6.loss_dice: 0.8143, decode.d7.loss_cls: 0.3191, decode.d7.loss_mask: 0.5232, decode.d7.loss_dice: 0.8138, decode.d8.loss_cls: 0.3154, decode.d8.loss_mask: 0.5238, decode.d8.loss_dice: 0.8165, loss: 18.8308 2022-04-26 23:11:25,071 - mmseg - INFO - Iter [74250/160000] lr: 7.695e-07, eta: 1 day, 2:03:39, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3230, decode.loss_mask: 0.5010, decode.loss_dice: 0.8003, decode.d0.loss_cls: 2.0913, decode.d0.loss_mask: 0.5489, decode.d0.loss_dice: 0.9319, decode.d1.loss_cls: 0.4274, decode.d1.loss_mask: 0.5203, decode.d1.loss_dice: 0.8497, decode.d2.loss_cls: 0.3781, decode.d2.loss_mask: 0.5086, decode.d2.loss_dice: 0.8189, decode.d3.loss_cls: 0.3460, decode.d3.loss_mask: 0.5063, decode.d3.loss_dice: 0.8085, decode.d4.loss_cls: 0.3368, decode.d4.loss_mask: 0.5028, decode.d4.loss_dice: 0.8049, decode.d5.loss_cls: 0.3316, decode.d5.loss_mask: 0.5030, decode.d5.loss_dice: 0.8028, decode.d6.loss_cls: 0.3239, decode.d6.loss_mask: 0.5012, decode.d6.loss_dice: 0.7936, decode.d7.loss_cls: 0.3245, decode.d7.loss_mask: 0.5005, decode.d7.loss_dice: 0.7927, decode.d8.loss_cls: 0.3242, decode.d8.loss_mask: 0.5004, decode.d8.loss_dice: 0.7995, loss: 18.5023 2022-04-26 23:12:18,100 - mmseg - INFO - Iter [74300/160000] lr: 7.691e-07, eta: 1 day, 2:02:43, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3240, decode.loss_mask: 0.5162, decode.loss_dice: 0.8062, decode.d0.loss_cls: 2.1317, decode.d0.loss_mask: 0.5629, decode.d0.loss_dice: 0.9449, decode.d1.loss_cls: 0.4372, decode.d1.loss_mask: 0.5338, decode.d1.loss_dice: 0.8641, decode.d2.loss_cls: 0.3765, decode.d2.loss_mask: 0.5235, decode.d2.loss_dice: 0.8366, decode.d3.loss_cls: 0.3557, decode.d3.loss_mask: 0.5194, decode.d3.loss_dice: 0.8190, decode.d4.loss_cls: 0.3471, decode.d4.loss_mask: 0.5171, decode.d4.loss_dice: 0.8155, decode.d5.loss_cls: 0.3423, decode.d5.loss_mask: 0.5162, decode.d5.loss_dice: 0.8154, decode.d6.loss_cls: 0.3406, decode.d6.loss_mask: 0.5145, decode.d6.loss_dice: 0.8069, decode.d7.loss_cls: 0.3333, decode.d7.loss_mask: 0.5186, decode.d7.loss_dice: 0.8094, decode.d8.loss_cls: 0.3264, decode.d8.loss_mask: 0.5183, decode.d8.loss_dice: 0.8114, loss: 18.8849 2022-04-26 23:13:11,979 - mmseg - INFO - Iter [74350/160000] lr: 7.686e-07, eta: 1 day, 2:01:47, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2987, decode.loss_mask: 0.4928, decode.loss_dice: 0.7767, decode.d0.loss_cls: 2.0554, decode.d0.loss_mask: 0.5410, decode.d0.loss_dice: 0.9056, decode.d1.loss_cls: 0.3868, decode.d1.loss_mask: 0.5154, decode.d1.loss_dice: 0.8338, decode.d2.loss_cls: 0.3451, decode.d2.loss_mask: 0.4998, decode.d2.loss_dice: 0.8100, decode.d3.loss_cls: 0.3219, decode.d3.loss_mask: 0.4978, decode.d3.loss_dice: 0.7875, decode.d4.loss_cls: 0.3105, decode.d4.loss_mask: 0.4952, decode.d4.loss_dice: 0.7853, decode.d5.loss_cls: 0.3101, decode.d5.loss_mask: 0.4953, decode.d5.loss_dice: 0.7831, decode.d6.loss_cls: 0.3032, decode.d6.loss_mask: 0.4946, decode.d6.loss_dice: 0.7812, decode.d7.loss_cls: 0.3034, decode.d7.loss_mask: 0.4940, decode.d7.loss_dice: 0.7787, decode.d8.loss_cls: 0.3024, decode.d8.loss_mask: 0.4934, decode.d8.loss_dice: 0.7799, loss: 17.9788 2022-04-26 23:14:06,145 - mmseg - INFO - Iter [74400/160000] lr: 7.682e-07, eta: 1 day, 2:00:52, time: 1.085, data_time: 0.017, memory: 64049, decode.loss_cls: 0.3150, decode.loss_mask: 0.5154, decode.loss_dice: 0.8033, decode.d0.loss_cls: 2.0599, decode.d0.loss_mask: 0.5580, decode.d0.loss_dice: 0.9281, decode.d1.loss_cls: 0.4328, decode.d1.loss_mask: 0.5286, decode.d1.loss_dice: 0.8563, decode.d2.loss_cls: 0.3713, decode.d2.loss_mask: 0.5206, decode.d2.loss_dice: 0.8304, decode.d3.loss_cls: 0.3393, decode.d3.loss_mask: 0.5157, decode.d3.loss_dice: 0.8152, decode.d4.loss_cls: 0.3293, decode.d4.loss_mask: 0.5163, decode.d4.loss_dice: 0.8164, decode.d5.loss_cls: 0.3268, decode.d5.loss_mask: 0.5151, decode.d5.loss_dice: 0.8111, decode.d6.loss_cls: 0.3224, decode.d6.loss_mask: 0.5145, decode.d6.loss_dice: 0.8069, decode.d7.loss_cls: 0.3197, decode.d7.loss_mask: 0.5133, decode.d7.loss_dice: 0.8064, decode.d8.loss_cls: 0.3127, decode.d8.loss_mask: 0.5144, decode.d8.loss_dice: 0.8103, loss: 18.6254 2022-04-26 23:15:00,370 - mmseg - INFO - Iter [74450/160000] lr: 7.677e-07, eta: 1 day, 1:59:56, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3386, decode.loss_mask: 0.5254, decode.loss_dice: 0.7956, decode.d0.loss_cls: 2.0465, decode.d0.loss_mask: 0.5740, decode.d0.loss_dice: 0.9244, decode.d1.loss_cls: 0.4272, decode.d1.loss_mask: 0.5428, decode.d1.loss_dice: 0.8486, decode.d2.loss_cls: 0.3722, decode.d2.loss_mask: 0.5343, decode.d2.loss_dice: 0.8238, decode.d3.loss_cls: 0.3567, decode.d3.loss_mask: 0.5285, decode.d3.loss_dice: 0.8013, decode.d4.loss_cls: 0.3438, decode.d4.loss_mask: 0.5296, decode.d4.loss_dice: 0.8063, decode.d5.loss_cls: 0.3344, decode.d5.loss_mask: 0.5297, decode.d5.loss_dice: 0.7994, decode.d6.loss_cls: 0.3338, decode.d6.loss_mask: 0.5270, decode.d6.loss_dice: 0.7972, decode.d7.loss_cls: 0.3346, decode.d7.loss_mask: 0.5247, decode.d7.loss_dice: 0.8019, decode.d8.loss_cls: 0.3332, decode.d8.loss_mask: 0.5254, decode.d8.loss_dice: 0.7993, loss: 18.7600 2022-04-26 23:15:53,464 - mmseg - INFO - Iter [74500/160000] lr: 7.673e-07, eta: 1 day, 1:59:00, time: 1.062, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3157, decode.loss_mask: 0.5244, decode.loss_dice: 0.7946, decode.d0.loss_cls: 2.0367, decode.d0.loss_mask: 0.5682, decode.d0.loss_dice: 0.9218, decode.d1.loss_cls: 0.3935, decode.d1.loss_mask: 0.5436, decode.d1.loss_dice: 0.8437, decode.d2.loss_cls: 0.3498, decode.d2.loss_mask: 0.5374, decode.d2.loss_dice: 0.8210, decode.d3.loss_cls: 0.3338, decode.d3.loss_mask: 0.5263, decode.d3.loss_dice: 0.8058, decode.d4.loss_cls: 0.3210, decode.d4.loss_mask: 0.5276, decode.d4.loss_dice: 0.8102, decode.d5.loss_cls: 0.3074, decode.d5.loss_mask: 0.5280, decode.d5.loss_dice: 0.8055, decode.d6.loss_cls: 0.3113, decode.d6.loss_mask: 0.5246, decode.d6.loss_dice: 0.8005, decode.d7.loss_cls: 0.3104, decode.d7.loss_mask: 0.5225, decode.d7.loss_dice: 0.8020, decode.d8.loss_cls: 0.3124, decode.d8.loss_mask: 0.5245, decode.d8.loss_dice: 0.8039, loss: 18.5281 2022-04-26 23:16:49,669 - mmseg - INFO - Iter [74550/160000] lr: 7.668e-07, eta: 1 day, 1:58:07, time: 1.124, data_time: 0.064, memory: 64049, decode.loss_cls: 0.3149, decode.loss_mask: 0.5000, decode.loss_dice: 0.7688, decode.d0.loss_cls: 2.0936, decode.d0.loss_mask: 0.5437, decode.d0.loss_dice: 0.8982, decode.d1.loss_cls: 0.3984, decode.d1.loss_mask: 0.5251, decode.d1.loss_dice: 0.8253, decode.d2.loss_cls: 0.3610, decode.d2.loss_mask: 0.5105, decode.d2.loss_dice: 0.7962, decode.d3.loss_cls: 0.3379, decode.d3.loss_mask: 0.5032, decode.d3.loss_dice: 0.7791, decode.d4.loss_cls: 0.3272, decode.d4.loss_mask: 0.5014, decode.d4.loss_dice: 0.7802, decode.d5.loss_cls: 0.3165, decode.d5.loss_mask: 0.5004, decode.d5.loss_dice: 0.7768, decode.d6.loss_cls: 0.3135, decode.d6.loss_mask: 0.5008, decode.d6.loss_dice: 0.7725, decode.d7.loss_cls: 0.3044, decode.d7.loss_mask: 0.5015, decode.d7.loss_dice: 0.7753, decode.d8.loss_cls: 0.3084, decode.d8.loss_mask: 0.4996, decode.d8.loss_dice: 0.7711, loss: 18.1052 2022-04-26 23:17:43,480 - mmseg - INFO - Iter [74600/160000] lr: 7.664e-07, eta: 1 day, 1:57:11, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2881, decode.loss_mask: 0.4927, decode.loss_dice: 0.7840, decode.d0.loss_cls: 2.0502, decode.d0.loss_mask: 0.5353, decode.d0.loss_dice: 0.8993, decode.d1.loss_cls: 0.3948, decode.d1.loss_mask: 0.5097, decode.d1.loss_dice: 0.8332, decode.d2.loss_cls: 0.3381, decode.d2.loss_mask: 0.5002, decode.d2.loss_dice: 0.8046, decode.d3.loss_cls: 0.3118, decode.d3.loss_mask: 0.4944, decode.d3.loss_dice: 0.7915, decode.d4.loss_cls: 0.3011, decode.d4.loss_mask: 0.4944, decode.d4.loss_dice: 0.7914, decode.d5.loss_cls: 0.3019, decode.d5.loss_mask: 0.4938, decode.d5.loss_dice: 0.7867, decode.d6.loss_cls: 0.2958, decode.d6.loss_mask: 0.4924, decode.d6.loss_dice: 0.7881, decode.d7.loss_cls: 0.2935, decode.d7.loss_mask: 0.4922, decode.d7.loss_dice: 0.7850, decode.d8.loss_cls: 0.2920, decode.d8.loss_mask: 0.4925, decode.d8.loss_dice: 0.7861, loss: 17.9152 2022-04-26 23:18:36,844 - mmseg - INFO - Iter [74650/160000] lr: 7.659e-07, eta: 1 day, 1:56:15, time: 1.067, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3254, decode.loss_mask: 0.5080, decode.loss_dice: 0.7842, decode.d0.loss_cls: 2.0574, decode.d0.loss_mask: 0.5633, decode.d0.loss_dice: 0.9125, decode.d1.loss_cls: 0.4134, decode.d1.loss_mask: 0.5339, decode.d1.loss_dice: 0.8420, decode.d2.loss_cls: 0.3518, decode.d2.loss_mask: 0.5218, decode.d2.loss_dice: 0.8114, decode.d3.loss_cls: 0.3479, decode.d3.loss_mask: 0.5137, decode.d3.loss_dice: 0.7963, decode.d4.loss_cls: 0.3309, decode.d4.loss_mask: 0.5143, decode.d4.loss_dice: 0.7914, decode.d5.loss_cls: 0.3283, decode.d5.loss_mask: 0.5110, decode.d5.loss_dice: 0.7853, decode.d6.loss_cls: 0.3287, decode.d6.loss_mask: 0.5115, decode.d6.loss_dice: 0.7798, decode.d7.loss_cls: 0.3227, decode.d7.loss_mask: 0.5081, decode.d7.loss_dice: 0.7815, decode.d8.loss_cls: 0.3162, decode.d8.loss_mask: 0.5108, decode.d8.loss_dice: 0.7859, loss: 18.3896 2022-04-26 23:19:30,701 - mmseg - INFO - Iter [74700/160000] lr: 7.655e-07, eta: 1 day, 1:55:19, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3165, decode.loss_mask: 0.5196, decode.loss_dice: 0.7903, decode.d0.loss_cls: 2.0675, decode.d0.loss_mask: 0.5633, decode.d0.loss_dice: 0.9222, decode.d1.loss_cls: 0.4190, decode.d1.loss_mask: 0.5398, decode.d1.loss_dice: 0.8473, decode.d2.loss_cls: 0.3599, decode.d2.loss_mask: 0.5307, decode.d2.loss_dice: 0.8226, decode.d3.loss_cls: 0.3395, decode.d3.loss_mask: 0.5234, decode.d3.loss_dice: 0.7970, decode.d4.loss_cls: 0.3291, decode.d4.loss_mask: 0.5225, decode.d4.loss_dice: 0.8023, decode.d5.loss_cls: 0.3306, decode.d5.loss_mask: 0.5211, decode.d5.loss_dice: 0.7976, decode.d6.loss_cls: 0.3223, decode.d6.loss_mask: 0.5197, decode.d6.loss_dice: 0.7879, decode.d7.loss_cls: 0.3128, decode.d7.loss_mask: 0.5223, decode.d7.loss_dice: 0.7962, decode.d8.loss_cls: 0.3180, decode.d8.loss_mask: 0.5222, decode.d8.loss_dice: 0.7931, loss: 18.5561 2022-04-26 23:20:25,150 - mmseg - INFO - Iter [74750/160000] lr: 7.650e-07, eta: 1 day, 1:54:24, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2978, decode.loss_mask: 0.4989, decode.loss_dice: 0.7992, decode.d0.loss_cls: 2.0830, decode.d0.loss_mask: 0.5489, decode.d0.loss_dice: 0.9278, decode.d1.loss_cls: 0.4022, decode.d1.loss_mask: 0.5187, decode.d1.loss_dice: 0.8506, decode.d2.loss_cls: 0.3423, decode.d2.loss_mask: 0.5087, decode.d2.loss_dice: 0.8285, decode.d3.loss_cls: 0.3189, decode.d3.loss_mask: 0.5026, decode.d3.loss_dice: 0.8084, decode.d4.loss_cls: 0.3072, decode.d4.loss_mask: 0.5009, decode.d4.loss_dice: 0.8110, decode.d5.loss_cls: 0.3071, decode.d5.loss_mask: 0.4977, decode.d5.loss_dice: 0.8053, decode.d6.loss_cls: 0.3001, decode.d6.loss_mask: 0.4997, decode.d6.loss_dice: 0.8020, decode.d7.loss_cls: 0.2955, decode.d7.loss_mask: 0.4993, decode.d7.loss_dice: 0.8090, decode.d8.loss_cls: 0.2961, decode.d8.loss_mask: 0.4998, decode.d8.loss_dice: 0.7995, loss: 18.2666 2022-04-26 23:21:19,026 - mmseg - INFO - Iter [74800/160000] lr: 7.646e-07, eta: 1 day, 1:53:29, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3085, decode.loss_mask: 0.5121, decode.loss_dice: 0.7796, decode.d0.loss_cls: 2.0495, decode.d0.loss_mask: 0.5634, decode.d0.loss_dice: 0.9070, decode.d1.loss_cls: 0.4037, decode.d1.loss_mask: 0.5356, decode.d1.loss_dice: 0.8279, decode.d2.loss_cls: 0.3485, decode.d2.loss_mask: 0.5264, decode.d2.loss_dice: 0.8084, decode.d3.loss_cls: 0.3252, decode.d3.loss_mask: 0.5163, decode.d3.loss_dice: 0.7909, decode.d4.loss_cls: 0.3110, decode.d4.loss_mask: 0.5163, decode.d4.loss_dice: 0.7904, decode.d5.loss_cls: 0.3093, decode.d5.loss_mask: 0.5149, decode.d5.loss_dice: 0.7853, decode.d6.loss_cls: 0.3038, decode.d6.loss_mask: 0.5137, decode.d6.loss_dice: 0.7821, decode.d7.loss_cls: 0.3065, decode.d7.loss_mask: 0.5106, decode.d7.loss_dice: 0.7788, decode.d8.loss_cls: 0.3039, decode.d8.loss_mask: 0.5126, decode.d8.loss_dice: 0.7840, loss: 18.2260 2022-04-26 23:22:12,210 - mmseg - INFO - Iter [74850/160000] lr: 7.641e-07, eta: 1 day, 1:52:32, time: 1.064, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3302, decode.loss_mask: 0.5047, decode.loss_dice: 0.7977, decode.d0.loss_cls: 2.0723, decode.d0.loss_mask: 0.5601, decode.d0.loss_dice: 0.9391, decode.d1.loss_cls: 0.4158, decode.d1.loss_mask: 0.5240, decode.d1.loss_dice: 0.8556, decode.d2.loss_cls: 0.3638, decode.d2.loss_mask: 0.5142, decode.d2.loss_dice: 0.8209, decode.d3.loss_cls: 0.3424, decode.d3.loss_mask: 0.5095, decode.d3.loss_dice: 0.8090, decode.d4.loss_cls: 0.3403, decode.d4.loss_mask: 0.5060, decode.d4.loss_dice: 0.8084, decode.d5.loss_cls: 0.3235, decode.d5.loss_mask: 0.5085, decode.d5.loss_dice: 0.8119, decode.d6.loss_cls: 0.3251, decode.d6.loss_mask: 0.5061, decode.d6.loss_dice: 0.8011, decode.d7.loss_cls: 0.3224, decode.d7.loss_mask: 0.5063, decode.d7.loss_dice: 0.8026, decode.d8.loss_cls: 0.3217, decode.d8.loss_mask: 0.5053, decode.d8.loss_dice: 0.8071, loss: 18.5554 2022-04-26 23:23:05,189 - mmseg - INFO - Iter [74900/160000] lr: 7.637e-07, eta: 1 day, 1:51:36, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3172, decode.loss_mask: 0.5106, decode.loss_dice: 0.7953, decode.d0.loss_cls: 2.0595, decode.d0.loss_mask: 0.5568, decode.d0.loss_dice: 0.9320, decode.d1.loss_cls: 0.4006, decode.d1.loss_mask: 0.5230, decode.d1.loss_dice: 0.8529, decode.d2.loss_cls: 0.3443, decode.d2.loss_mask: 0.5119, decode.d2.loss_dice: 0.8236, decode.d3.loss_cls: 0.3280, decode.d3.loss_mask: 0.5100, decode.d3.loss_dice: 0.8058, decode.d4.loss_cls: 0.3199, decode.d4.loss_mask: 0.5097, decode.d4.loss_dice: 0.8054, decode.d5.loss_cls: 0.3129, decode.d5.loss_mask: 0.5104, decode.d5.loss_dice: 0.8095, decode.d6.loss_cls: 0.3146, decode.d6.loss_mask: 0.5115, decode.d6.loss_dice: 0.8000, decode.d7.loss_cls: 0.3106, decode.d7.loss_mask: 0.5100, decode.d7.loss_dice: 0.7988, decode.d8.loss_cls: 0.3164, decode.d8.loss_mask: 0.5087, decode.d8.loss_dice: 0.7976, loss: 18.4073 2022-04-26 23:23:58,770 - mmseg - INFO - Iter [74950/160000] lr: 7.632e-07, eta: 1 day, 1:50:40, time: 1.072, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2851, decode.loss_mask: 0.5066, decode.loss_dice: 0.7636, decode.d0.loss_cls: 2.0317, decode.d0.loss_mask: 0.5505, decode.d0.loss_dice: 0.8893, decode.d1.loss_cls: 0.3901, decode.d1.loss_mask: 0.5243, decode.d1.loss_dice: 0.8046, decode.d2.loss_cls: 0.3416, decode.d2.loss_mask: 0.5138, decode.d2.loss_dice: 0.7807, decode.d3.loss_cls: 0.3060, decode.d3.loss_mask: 0.5092, decode.d3.loss_dice: 0.7752, decode.d4.loss_cls: 0.2907, decode.d4.loss_mask: 0.5084, decode.d4.loss_dice: 0.7719, decode.d5.loss_cls: 0.2949, decode.d5.loss_mask: 0.5080, decode.d5.loss_dice: 0.7704, decode.d6.loss_cls: 0.2893, decode.d6.loss_mask: 0.5070, decode.d6.loss_dice: 0.7631, decode.d7.loss_cls: 0.2872, decode.d7.loss_mask: 0.5090, decode.d7.loss_dice: 0.7662, decode.d8.loss_cls: 0.2874, decode.d8.loss_mask: 0.5067, decode.d8.loss_dice: 0.7659, loss: 17.7982 2022-04-26 23:24:52,206 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 23:24:52,216 - mmseg - INFO - Iter [75000/160000] lr: 7.628e-07, eta: 1 day, 1:49:44, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2930, decode.loss_mask: 0.5303, decode.loss_dice: 0.7907, decode.d0.loss_cls: 2.0390, decode.d0.loss_mask: 0.5781, decode.d0.loss_dice: 0.9130, decode.d1.loss_cls: 0.4050, decode.d1.loss_mask: 0.5534, decode.d1.loss_dice: 0.8332, decode.d2.loss_cls: 0.3537, decode.d2.loss_mask: 0.5380, decode.d2.loss_dice: 0.8103, decode.d3.loss_cls: 0.3320, decode.d3.loss_mask: 0.5323, decode.d3.loss_dice: 0.7978, decode.d4.loss_cls: 0.3210, decode.d4.loss_mask: 0.5311, decode.d4.loss_dice: 0.8003, decode.d5.loss_cls: 0.3160, decode.d5.loss_mask: 0.5302, decode.d5.loss_dice: 0.8008, decode.d6.loss_cls: 0.3024, decode.d6.loss_mask: 0.5314, decode.d6.loss_dice: 0.7949, decode.d7.loss_cls: 0.3011, decode.d7.loss_mask: 0.5314, decode.d7.loss_dice: 0.7930, decode.d8.loss_cls: 0.2961, decode.d8.loss_mask: 0.5297, decode.d8.loss_dice: 0.7920, loss: 18.4712 2022-04-26 23:25:45,132 - mmseg - INFO - Iter [75050/160000] lr: 7.623e-07, eta: 1 day, 1:48:47, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3059, decode.loss_mask: 0.5236, decode.loss_dice: 0.8094, decode.d0.loss_cls: 2.0570, decode.d0.loss_mask: 0.5681, decode.d0.loss_dice: 0.9252, decode.d1.loss_cls: 0.4135, decode.d1.loss_mask: 0.5366, decode.d1.loss_dice: 0.8552, decode.d2.loss_cls: 0.3585, decode.d2.loss_mask: 0.5291, decode.d2.loss_dice: 0.8261, decode.d3.loss_cls: 0.3356, decode.d3.loss_mask: 0.5286, decode.d3.loss_dice: 0.8160, decode.d4.loss_cls: 0.3292, decode.d4.loss_mask: 0.5266, decode.d4.loss_dice: 0.8132, decode.d5.loss_cls: 0.3126, decode.d5.loss_mask: 0.5259, decode.d5.loss_dice: 0.8188, decode.d6.loss_cls: 0.3029, decode.d6.loss_mask: 0.5270, decode.d6.loss_dice: 0.8138, decode.d7.loss_cls: 0.3059, decode.d7.loss_mask: 0.5250, decode.d7.loss_dice: 0.8112, decode.d8.loss_cls: 0.3020, decode.d8.loss_mask: 0.5247, decode.d8.loss_dice: 0.8081, loss: 18.6354 2022-04-26 23:26:38,131 - mmseg - INFO - Iter [75100/160000] lr: 7.619e-07, eta: 1 day, 1:47:50, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3142, decode.loss_mask: 0.5133, decode.loss_dice: 0.7945, decode.d0.loss_cls: 2.0606, decode.d0.loss_mask: 0.5646, decode.d0.loss_dice: 0.9124, decode.d1.loss_cls: 0.4152, decode.d1.loss_mask: 0.5344, decode.d1.loss_dice: 0.8417, decode.d2.loss_cls: 0.3600, decode.d2.loss_mask: 0.5227, decode.d2.loss_dice: 0.8169, decode.d3.loss_cls: 0.3316, decode.d3.loss_mask: 0.5143, decode.d3.loss_dice: 0.8034, decode.d4.loss_cls: 0.3270, decode.d4.loss_mask: 0.5166, decode.d4.loss_dice: 0.8027, decode.d5.loss_cls: 0.3255, decode.d5.loss_mask: 0.5144, decode.d5.loss_dice: 0.7999, decode.d6.loss_cls: 0.3162, decode.d6.loss_mask: 0.5137, decode.d6.loss_dice: 0.7975, decode.d7.loss_cls: 0.3176, decode.d7.loss_mask: 0.5118, decode.d7.loss_dice: 0.7990, decode.d8.loss_cls: 0.3070, decode.d8.loss_mask: 0.5125, decode.d8.loss_dice: 0.7970, loss: 18.4582 2022-04-26 23:27:30,717 - mmseg - INFO - Iter [75150/160000] lr: 7.614e-07, eta: 1 day, 1:46:53, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2993, decode.loss_mask: 0.5135, decode.loss_dice: 0.7837, decode.d0.loss_cls: 2.0588, decode.d0.loss_mask: 0.5664, decode.d0.loss_dice: 0.9235, decode.d1.loss_cls: 0.4039, decode.d1.loss_mask: 0.5394, decode.d1.loss_dice: 0.8435, decode.d2.loss_cls: 0.3524, decode.d2.loss_mask: 0.5278, decode.d2.loss_dice: 0.8171, decode.d3.loss_cls: 0.3235, decode.d3.loss_mask: 0.5251, decode.d3.loss_dice: 0.8009, decode.d4.loss_cls: 0.3172, decode.d4.loss_mask: 0.5218, decode.d4.loss_dice: 0.7978, decode.d5.loss_cls: 0.3087, decode.d5.loss_mask: 0.5208, decode.d5.loss_dice: 0.7946, decode.d6.loss_cls: 0.3040, decode.d6.loss_mask: 0.5187, decode.d6.loss_dice: 0.7899, decode.d7.loss_cls: 0.3045, decode.d7.loss_mask: 0.5162, decode.d7.loss_dice: 0.7868, decode.d8.loss_cls: 0.3016, decode.d8.loss_mask: 0.5157, decode.d8.loss_dice: 0.7887, loss: 18.3660 2022-04-26 23:28:23,995 - mmseg - INFO - Iter [75200/160000] lr: 7.610e-07, eta: 1 day, 1:45:57, time: 1.066, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3315, decode.loss_mask: 0.5098, decode.loss_dice: 0.8038, decode.d0.loss_cls: 2.0904, decode.d0.loss_mask: 0.5474, decode.d0.loss_dice: 0.9185, decode.d1.loss_cls: 0.4258, decode.d1.loss_mask: 0.5334, decode.d1.loss_dice: 0.8494, decode.d2.loss_cls: 0.3861, decode.d2.loss_mask: 0.5185, decode.d2.loss_dice: 0.8287, decode.d3.loss_cls: 0.3518, decode.d3.loss_mask: 0.5137, decode.d3.loss_dice: 0.8110, decode.d4.loss_cls: 0.3399, decode.d4.loss_mask: 0.5126, decode.d4.loss_dice: 0.8111, decode.d5.loss_cls: 0.3390, decode.d5.loss_mask: 0.5118, decode.d5.loss_dice: 0.8115, decode.d6.loss_cls: 0.3321, decode.d6.loss_mask: 0.5117, decode.d6.loss_dice: 0.8045, decode.d7.loss_cls: 0.3334, decode.d7.loss_mask: 0.5092, decode.d7.loss_dice: 0.8037, decode.d8.loss_cls: 0.3317, decode.d8.loss_mask: 0.5093, decode.d8.loss_dice: 0.8069, loss: 18.6881 2022-04-26 23:29:17,663 - mmseg - INFO - Iter [75250/160000] lr: 7.605e-07, eta: 1 day, 1:45:01, time: 1.073, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3180, decode.loss_mask: 0.5137, decode.loss_dice: 0.8100, decode.d0.loss_cls: 2.0802, decode.d0.loss_mask: 0.5648, decode.d0.loss_dice: 0.9392, decode.d1.loss_cls: 0.4333, decode.d1.loss_mask: 0.5386, decode.d1.loss_dice: 0.8543, decode.d2.loss_cls: 0.3740, decode.d2.loss_mask: 0.5260, decode.d2.loss_dice: 0.8303, decode.d3.loss_cls: 0.3333, decode.d3.loss_mask: 0.5213, decode.d3.loss_dice: 0.8160, decode.d4.loss_cls: 0.3259, decode.d4.loss_mask: 0.5177, decode.d4.loss_dice: 0.8152, decode.d5.loss_cls: 0.3254, decode.d5.loss_mask: 0.5158, decode.d5.loss_dice: 0.8145, decode.d6.loss_cls: 0.3267, decode.d6.loss_mask: 0.5165, decode.d6.loss_dice: 0.8062, decode.d7.loss_cls: 0.3168, decode.d7.loss_mask: 0.5143, decode.d7.loss_dice: 0.8087, decode.d8.loss_cls: 0.3197, decode.d8.loss_mask: 0.5156, decode.d8.loss_dice: 0.8086, loss: 18.7003 2022-04-26 23:30:10,532 - mmseg - INFO - Iter [75300/160000] lr: 7.601e-07, eta: 1 day, 1:44:04, time: 1.057, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2955, decode.loss_mask: 0.5123, decode.loss_dice: 0.7820, decode.d0.loss_cls: 2.0074, decode.d0.loss_mask: 0.5564, decode.d0.loss_dice: 0.9101, decode.d1.loss_cls: 0.3891, decode.d1.loss_mask: 0.5291, decode.d1.loss_dice: 0.8321, decode.d2.loss_cls: 0.3401, decode.d2.loss_mask: 0.5179, decode.d2.loss_dice: 0.8069, decode.d3.loss_cls: 0.3203, decode.d3.loss_mask: 0.5158, decode.d3.loss_dice: 0.7905, decode.d4.loss_cls: 0.3088, decode.d4.loss_mask: 0.5157, decode.d4.loss_dice: 0.7938, decode.d5.loss_cls: 0.3038, decode.d5.loss_mask: 0.5167, decode.d5.loss_dice: 0.7818, decode.d6.loss_cls: 0.2982, decode.d6.loss_mask: 0.5147, decode.d6.loss_dice: 0.7760, decode.d7.loss_cls: 0.3045, decode.d7.loss_mask: 0.5132, decode.d7.loss_dice: 0.7808, decode.d8.loss_cls: 0.2969, decode.d8.loss_mask: 0.5129, decode.d8.loss_dice: 0.7758, loss: 18.0988 2022-04-26 23:31:03,991 - mmseg - INFO - Iter [75350/160000] lr: 7.596e-07, eta: 1 day, 1:43:08, time: 1.069, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3019, decode.loss_mask: 0.5019, decode.loss_dice: 0.7783, decode.d0.loss_cls: 2.1104, decode.d0.loss_mask: 0.5513, decode.d0.loss_dice: 0.9125, decode.d1.loss_cls: 0.4098, decode.d1.loss_mask: 0.5234, decode.d1.loss_dice: 0.8300, decode.d2.loss_cls: 0.3488, decode.d2.loss_mask: 0.5108, decode.d2.loss_dice: 0.8041, decode.d3.loss_cls: 0.3232, decode.d3.loss_mask: 0.5086, decode.d3.loss_dice: 0.7879, decode.d4.loss_cls: 0.3117, decode.d4.loss_mask: 0.5067, decode.d4.loss_dice: 0.7844, decode.d5.loss_cls: 0.3059, decode.d5.loss_mask: 0.5038, decode.d5.loss_dice: 0.7831, decode.d6.loss_cls: 0.3012, decode.d6.loss_mask: 0.5019, decode.d6.loss_dice: 0.7827, decode.d7.loss_cls: 0.3010, decode.d7.loss_mask: 0.5031, decode.d7.loss_dice: 0.7836, decode.d8.loss_cls: 0.3019, decode.d8.loss_mask: 0.5030, decode.d8.loss_dice: 0.7826, loss: 18.1593 2022-04-26 23:31:58,489 - mmseg - INFO - Iter [75400/160000] lr: 7.592e-07, eta: 1 day, 1:42:13, time: 1.088, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2939, decode.loss_mask: 0.5108, decode.loss_dice: 0.8126, decode.d0.loss_cls: 2.0696, decode.d0.loss_mask: 0.5588, decode.d0.loss_dice: 0.9429, decode.d1.loss_cls: 0.3928, decode.d1.loss_mask: 0.5325, decode.d1.loss_dice: 0.8629, decode.d2.loss_cls: 0.3461, decode.d2.loss_mask: 0.5224, decode.d2.loss_dice: 0.8368, decode.d3.loss_cls: 0.3168, decode.d3.loss_mask: 0.5158, decode.d3.loss_dice: 0.8166, decode.d4.loss_cls: 0.3031, decode.d4.loss_mask: 0.5147, decode.d4.loss_dice: 0.8180, decode.d5.loss_cls: 0.3037, decode.d5.loss_mask: 0.5141, decode.d5.loss_dice: 0.8192, decode.d6.loss_cls: 0.2899, decode.d6.loss_mask: 0.5136, decode.d6.loss_dice: 0.8110, decode.d7.loss_cls: 0.2900, decode.d7.loss_mask: 0.5110, decode.d7.loss_dice: 0.8124, decode.d8.loss_cls: 0.2902, decode.d8.loss_mask: 0.5110, decode.d8.loss_dice: 0.8059, loss: 18.4390 2022-04-26 23:32:52,223 - mmseg - INFO - Iter [75450/160000] lr: 7.587e-07, eta: 1 day, 1:41:17, time: 1.075, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2901, decode.loss_mask: 0.5214, decode.loss_dice: 0.7721, decode.d0.loss_cls: 2.0854, decode.d0.loss_mask: 0.5669, decode.d0.loss_dice: 0.9095, decode.d1.loss_cls: 0.3963, decode.d1.loss_mask: 0.5395, decode.d1.loss_dice: 0.8303, decode.d2.loss_cls: 0.3446, decode.d2.loss_mask: 0.5310, decode.d2.loss_dice: 0.8007, decode.d3.loss_cls: 0.3168, decode.d3.loss_mask: 0.5275, decode.d3.loss_dice: 0.7865, decode.d4.loss_cls: 0.3104, decode.d4.loss_mask: 0.5252, decode.d4.loss_dice: 0.7834, decode.d5.loss_cls: 0.3088, decode.d5.loss_mask: 0.5227, decode.d5.loss_dice: 0.7802, decode.d6.loss_cls: 0.2956, decode.d6.loss_mask: 0.5252, decode.d6.loss_dice: 0.7768, decode.d7.loss_cls: 0.2973, decode.d7.loss_mask: 0.5225, decode.d7.loss_dice: 0.7742, decode.d8.loss_cls: 0.2943, decode.d8.loss_mask: 0.5220, decode.d8.loss_dice: 0.7764, loss: 18.2338 2022-04-26 23:33:46,323 - mmseg - INFO - Iter [75500/160000] lr: 7.583e-07, eta: 1 day, 1:40:22, time: 1.084, data_time: 0.017, memory: 64049, decode.loss_cls: 0.3133, decode.loss_mask: 0.5113, decode.loss_dice: 0.7716, decode.d0.loss_cls: 2.0847, decode.d0.loss_mask: 0.5648, decode.d0.loss_dice: 0.9028, decode.d1.loss_cls: 0.4094, decode.d1.loss_mask: 0.5315, decode.d1.loss_dice: 0.8233, decode.d2.loss_cls: 0.3523, decode.d2.loss_mask: 0.5194, decode.d2.loss_dice: 0.7912, decode.d3.loss_cls: 0.3320, decode.d3.loss_mask: 0.5155, decode.d3.loss_dice: 0.7862, decode.d4.loss_cls: 0.3244, decode.d4.loss_mask: 0.5156, decode.d4.loss_dice: 0.7843, decode.d5.loss_cls: 0.3242, decode.d5.loss_mask: 0.5141, decode.d5.loss_dice: 0.7774, decode.d6.loss_cls: 0.3178, decode.d6.loss_mask: 0.5136, decode.d6.loss_dice: 0.7737, decode.d7.loss_cls: 0.3134, decode.d7.loss_mask: 0.5137, decode.d7.loss_dice: 0.7752, decode.d8.loss_cls: 0.3121, decode.d8.loss_mask: 0.5123, decode.d8.loss_dice: 0.7702, loss: 18.2511 2022-04-26 23:34:39,767 - mmseg - INFO - Iter [75550/160000] lr: 7.578e-07, eta: 1 day, 1:39:26, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3077, decode.loss_mask: 0.5091, decode.loss_dice: 0.7902, decode.d0.loss_cls: 2.0644, decode.d0.loss_mask: 0.5601, decode.d0.loss_dice: 0.9167, decode.d1.loss_cls: 0.3885, decode.d1.loss_mask: 0.5350, decode.d1.loss_dice: 0.8480, decode.d2.loss_cls: 0.3472, decode.d2.loss_mask: 0.5199, decode.d2.loss_dice: 0.8136, decode.d3.loss_cls: 0.3341, decode.d3.loss_mask: 0.5130, decode.d3.loss_dice: 0.7945, decode.d4.loss_cls: 0.3246, decode.d4.loss_mask: 0.5110, decode.d4.loss_dice: 0.7973, decode.d5.loss_cls: 0.3184, decode.d5.loss_mask: 0.5121, decode.d5.loss_dice: 0.7979, decode.d6.loss_cls: 0.3055, decode.d6.loss_mask: 0.5091, decode.d6.loss_dice: 0.7894, decode.d7.loss_cls: 0.3075, decode.d7.loss_mask: 0.5094, decode.d7.loss_dice: 0.7882, decode.d8.loss_cls: 0.3070, decode.d8.loss_mask: 0.5082, decode.d8.loss_dice: 0.7884, loss: 18.3161 2022-04-26 23:35:32,540 - mmseg - INFO - Iter [75600/160000] lr: 7.574e-07, eta: 1 day, 1:38:29, time: 1.056, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3138, decode.loss_mask: 0.4971, decode.loss_dice: 0.7794, decode.d0.loss_cls: 2.0545, decode.d0.loss_mask: 0.5407, decode.d0.loss_dice: 0.9075, decode.d1.loss_cls: 0.4078, decode.d1.loss_mask: 0.5159, decode.d1.loss_dice: 0.8281, decode.d2.loss_cls: 0.3631, decode.d2.loss_mask: 0.5071, decode.d2.loss_dice: 0.8050, decode.d3.loss_cls: 0.3295, decode.d3.loss_mask: 0.5012, decode.d3.loss_dice: 0.7906, decode.d4.loss_cls: 0.3240, decode.d4.loss_mask: 0.4992, decode.d4.loss_dice: 0.7921, decode.d5.loss_cls: 0.3155, decode.d5.loss_mask: 0.4994, decode.d5.loss_dice: 0.7898, decode.d6.loss_cls: 0.3129, decode.d6.loss_mask: 0.4971, decode.d6.loss_dice: 0.7818, decode.d7.loss_cls: 0.3061, decode.d7.loss_mask: 0.4984, decode.d7.loss_dice: 0.7859, decode.d8.loss_cls: 0.3065, decode.d8.loss_mask: 0.4969, decode.d8.loss_dice: 0.7817, loss: 18.1286 2022-04-26 23:36:26,002 - mmseg - INFO - Iter [75650/160000] lr: 7.569e-07, eta: 1 day, 1:37:33, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2891, decode.loss_mask: 0.5093, decode.loss_dice: 0.7749, decode.d0.loss_cls: 2.0209, decode.d0.loss_mask: 0.5581, decode.d0.loss_dice: 0.9026, decode.d1.loss_cls: 0.4005, decode.d1.loss_mask: 0.5292, decode.d1.loss_dice: 0.8212, decode.d2.loss_cls: 0.3469, decode.d2.loss_mask: 0.5187, decode.d2.loss_dice: 0.7999, decode.d3.loss_cls: 0.3234, decode.d3.loss_mask: 0.5108, decode.d3.loss_dice: 0.7783, decode.d4.loss_cls: 0.3038, decode.d4.loss_mask: 0.5117, decode.d4.loss_dice: 0.7848, decode.d5.loss_cls: 0.2933, decode.d5.loss_mask: 0.5125, decode.d5.loss_dice: 0.7827, decode.d6.loss_cls: 0.2914, decode.d6.loss_mask: 0.5108, decode.d6.loss_dice: 0.7779, decode.d7.loss_cls: 0.2845, decode.d7.loss_mask: 0.5089, decode.d7.loss_dice: 0.7780, decode.d8.loss_cls: 0.2841, decode.d8.loss_mask: 0.5095, decode.d8.loss_dice: 0.7744, loss: 17.9920 2022-04-26 23:37:19,267 - mmseg - INFO - Iter [75700/160000] lr: 7.565e-07, eta: 1 day, 1:36:37, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2871, decode.loss_mask: 0.5235, decode.loss_dice: 0.7902, decode.d0.loss_cls: 2.0456, decode.d0.loss_mask: 0.5794, decode.d0.loss_dice: 0.9150, decode.d1.loss_cls: 0.3925, decode.d1.loss_mask: 0.5447, decode.d1.loss_dice: 0.8479, decode.d2.loss_cls: 0.3289, decode.d2.loss_mask: 0.5349, decode.d2.loss_dice: 0.8176, decode.d3.loss_cls: 0.3119, decode.d3.loss_mask: 0.5284, decode.d3.loss_dice: 0.7946, decode.d4.loss_cls: 0.3030, decode.d4.loss_mask: 0.5278, decode.d4.loss_dice: 0.7993, decode.d5.loss_cls: 0.2944, decode.d5.loss_mask: 0.5235, decode.d5.loss_dice: 0.7910, decode.d6.loss_cls: 0.2851, decode.d6.loss_mask: 0.5274, decode.d6.loss_dice: 0.7851, decode.d7.loss_cls: 0.2863, decode.d7.loss_mask: 0.5247, decode.d7.loss_dice: 0.7865, decode.d8.loss_cls: 0.2906, decode.d8.loss_mask: 0.5257, decode.d8.loss_dice: 0.7850, loss: 18.2775 2022-04-26 23:38:12,254 - mmseg - INFO - Iter [75750/160000] lr: 7.560e-07, eta: 1 day, 1:35:40, time: 1.059, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3176, decode.loss_mask: 0.5197, decode.loss_dice: 0.8225, decode.d0.loss_cls: 2.0556, decode.d0.loss_mask: 0.5634, decode.d0.loss_dice: 0.9401, decode.d1.loss_cls: 0.4215, decode.d1.loss_mask: 0.5364, decode.d1.loss_dice: 0.8691, decode.d2.loss_cls: 0.3596, decode.d2.loss_mask: 0.5267, decode.d2.loss_dice: 0.8451, decode.d3.loss_cls: 0.3343, decode.d3.loss_mask: 0.5222, decode.d3.loss_dice: 0.8230, decode.d4.loss_cls: 0.3250, decode.d4.loss_mask: 0.5230, decode.d4.loss_dice: 0.8288, decode.d5.loss_cls: 0.3208, decode.d5.loss_mask: 0.5196, decode.d5.loss_dice: 0.8257, decode.d6.loss_cls: 0.3226, decode.d6.loss_mask: 0.5190, decode.d6.loss_dice: 0.8185, decode.d7.loss_cls: 0.3216, decode.d7.loss_mask: 0.5198, decode.d7.loss_dice: 0.8182, decode.d8.loss_cls: 0.3250, decode.d8.loss_mask: 0.5194, decode.d8.loss_dice: 0.8186, loss: 18.7822 2022-04-26 23:39:07,581 - mmseg - INFO - Iter [75800/160000] lr: 7.556e-07, eta: 1 day, 1:34:46, time: 1.107, data_time: 0.064, memory: 64049, decode.loss_cls: 0.2759, decode.loss_mask: 0.4964, decode.loss_dice: 0.7666, decode.d0.loss_cls: 2.0924, decode.d0.loss_mask: 0.5435, decode.d0.loss_dice: 0.8862, decode.d1.loss_cls: 0.3744, decode.d1.loss_mask: 0.5186, decode.d1.loss_dice: 0.8164, decode.d2.loss_cls: 0.3117, decode.d2.loss_mask: 0.5076, decode.d2.loss_dice: 0.7895, decode.d3.loss_cls: 0.2932, decode.d3.loss_mask: 0.5027, decode.d3.loss_dice: 0.7711, decode.d4.loss_cls: 0.2816, decode.d4.loss_mask: 0.5033, decode.d4.loss_dice: 0.7759, decode.d5.loss_cls: 0.2730, decode.d5.loss_mask: 0.5004, decode.d5.loss_dice: 0.7736, decode.d6.loss_cls: 0.2725, decode.d6.loss_mask: 0.4988, decode.d6.loss_dice: 0.7710, decode.d7.loss_cls: 0.2756, decode.d7.loss_mask: 0.4972, decode.d7.loss_dice: 0.7665, decode.d8.loss_cls: 0.2661, decode.d8.loss_mask: 0.4980, decode.d8.loss_dice: 0.7698, loss: 17.6696 2022-04-26 23:40:00,034 - mmseg - INFO - Iter [75850/160000] lr: 7.551e-07, eta: 1 day, 1:33:49, time: 1.049, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2930, decode.loss_mask: 0.4938, decode.loss_dice: 0.8026, decode.d0.loss_cls: 2.0443, decode.d0.loss_mask: 0.5344, decode.d0.loss_dice: 0.9284, decode.d1.loss_cls: 0.4015, decode.d1.loss_mask: 0.5145, decode.d1.loss_dice: 0.8548, decode.d2.loss_cls: 0.3322, decode.d2.loss_mask: 0.5065, decode.d2.loss_dice: 0.8337, decode.d3.loss_cls: 0.3088, decode.d3.loss_mask: 0.5015, decode.d3.loss_dice: 0.8219, decode.d4.loss_cls: 0.2970, decode.d4.loss_mask: 0.4986, decode.d4.loss_dice: 0.8188, decode.d5.loss_cls: 0.2981, decode.d5.loss_mask: 0.4950, decode.d5.loss_dice: 0.8154, decode.d6.loss_cls: 0.2941, decode.d6.loss_mask: 0.4946, decode.d6.loss_dice: 0.8075, decode.d7.loss_cls: 0.2842, decode.d7.loss_mask: 0.4946, decode.d7.loss_dice: 0.8080, decode.d8.loss_cls: 0.2882, decode.d8.loss_mask: 0.4930, decode.d8.loss_dice: 0.8031, loss: 18.1621 2022-04-26 23:40:53,102 - mmseg - INFO - Iter [75900/160000] lr: 7.547e-07, eta: 1 day, 1:32:53, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2843, decode.loss_mask: 0.4816, decode.loss_dice: 0.7644, decode.d0.loss_cls: 1.9781, decode.d0.loss_mask: 0.5236, decode.d0.loss_dice: 0.8814, decode.d1.loss_cls: 0.3894, decode.d1.loss_mask: 0.4932, decode.d1.loss_dice: 0.8086, decode.d2.loss_cls: 0.3431, decode.d2.loss_mask: 0.4894, decode.d2.loss_dice: 0.7881, decode.d3.loss_cls: 0.3137, decode.d3.loss_mask: 0.4848, decode.d3.loss_dice: 0.7753, decode.d4.loss_cls: 0.3049, decode.d4.loss_mask: 0.4825, decode.d4.loss_dice: 0.7701, decode.d5.loss_cls: 0.2951, decode.d5.loss_mask: 0.4844, decode.d5.loss_dice: 0.7669, decode.d6.loss_cls: 0.2932, decode.d6.loss_mask: 0.4803, decode.d6.loss_dice: 0.7627, decode.d7.loss_cls: 0.2859, decode.d7.loss_mask: 0.4816, decode.d7.loss_dice: 0.7639, decode.d8.loss_cls: 0.2938, decode.d8.loss_mask: 0.4808, decode.d8.loss_dice: 0.7633, loss: 17.5085 2022-04-26 23:41:46,483 - mmseg - INFO - Iter [75950/160000] lr: 7.543e-07, eta: 1 day, 1:31:57, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2756, decode.loss_mask: 0.5114, decode.loss_dice: 0.7734, decode.d0.loss_cls: 2.0161, decode.d0.loss_mask: 0.5550, decode.d0.loss_dice: 0.8980, decode.d1.loss_cls: 0.3738, decode.d1.loss_mask: 0.5291, decode.d1.loss_dice: 0.8237, decode.d2.loss_cls: 0.3312, decode.d2.loss_mask: 0.5170, decode.d2.loss_dice: 0.7999, decode.d3.loss_cls: 0.2991, decode.d3.loss_mask: 0.5114, decode.d3.loss_dice: 0.7861, decode.d4.loss_cls: 0.2971, decode.d4.loss_mask: 0.5102, decode.d4.loss_dice: 0.7797, decode.d5.loss_cls: 0.2838, decode.d5.loss_mask: 0.5108, decode.d5.loss_dice: 0.7809, decode.d6.loss_cls: 0.2763, decode.d6.loss_mask: 0.5102, decode.d6.loss_dice: 0.7725, decode.d7.loss_cls: 0.2759, decode.d7.loss_mask: 0.5094, decode.d7.loss_dice: 0.7724, decode.d8.loss_cls: 0.2741, decode.d8.loss_mask: 0.5104, decode.d8.loss_dice: 0.7732, loss: 17.8379 2022-04-26 23:42:39,160 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-26 23:42:39,172 - mmseg - INFO - Iter [76000/160000] lr: 7.538e-07, eta: 1 day, 1:31:00, time: 1.054, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3088, decode.loss_mask: 0.5226, decode.loss_dice: 0.7902, decode.d0.loss_cls: 2.0206, decode.d0.loss_mask: 0.5746, decode.d0.loss_dice: 0.9188, decode.d1.loss_cls: 0.3947, decode.d1.loss_mask: 0.5428, decode.d1.loss_dice: 0.8447, decode.d2.loss_cls: 0.3528, decode.d2.loss_mask: 0.5331, decode.d2.loss_dice: 0.8175, decode.d3.loss_cls: 0.3219, decode.d3.loss_mask: 0.5273, decode.d3.loss_dice: 0.7956, decode.d4.loss_cls: 0.3213, decode.d4.loss_mask: 0.5259, decode.d4.loss_dice: 0.7972, decode.d5.loss_cls: 0.3181, decode.d5.loss_mask: 0.5267, decode.d5.loss_dice: 0.8017, decode.d6.loss_cls: 0.3105, decode.d6.loss_mask: 0.5249, decode.d6.loss_dice: 0.7955, decode.d7.loss_cls: 0.3046, decode.d7.loss_mask: 0.5256, decode.d7.loss_dice: 0.7934, decode.d8.loss_cls: 0.3004, decode.d8.loss_mask: 0.5241, decode.d8.loss_dice: 0.7947, loss: 18.4306 2022-04-26 23:43:32,396 - mmseg - INFO - Iter [76050/160000] lr: 7.534e-07, eta: 1 day, 1:30:04, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2741, decode.loss_mask: 0.5077, decode.loss_dice: 0.7755, decode.d0.loss_cls: 1.9828, decode.d0.loss_mask: 0.5595, decode.d0.loss_dice: 0.8922, decode.d1.loss_cls: 0.3838, decode.d1.loss_mask: 0.5291, decode.d1.loss_dice: 0.8216, decode.d2.loss_cls: 0.3350, decode.d2.loss_mask: 0.5148, decode.d2.loss_dice: 0.7990, decode.d3.loss_cls: 0.3157, decode.d3.loss_mask: 0.5078, decode.d3.loss_dice: 0.7842, decode.d4.loss_cls: 0.2999, decode.d4.loss_mask: 0.5092, decode.d4.loss_dice: 0.7851, decode.d5.loss_cls: 0.2939, decode.d5.loss_mask: 0.5074, decode.d5.loss_dice: 0.7857, decode.d6.loss_cls: 0.2867, decode.d6.loss_mask: 0.5091, decode.d6.loss_dice: 0.7775, decode.d7.loss_cls: 0.2752, decode.d7.loss_mask: 0.5083, decode.d7.loss_dice: 0.7768, decode.d8.loss_cls: 0.2735, decode.d8.loss_mask: 0.5063, decode.d8.loss_dice: 0.7734, loss: 17.8508 2022-04-26 23:44:25,041 - mmseg - INFO - Iter [76100/160000] lr: 7.529e-07, eta: 1 day, 1:29:07, time: 1.053, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3240, decode.loss_mask: 0.5035, decode.loss_dice: 0.7895, decode.d0.loss_cls: 2.1020, decode.d0.loss_mask: 0.5606, decode.d0.loss_dice: 0.9251, decode.d1.loss_cls: 0.4275, decode.d1.loss_mask: 0.5264, decode.d1.loss_dice: 0.8513, decode.d2.loss_cls: 0.3735, decode.d2.loss_mask: 0.5146, decode.d2.loss_dice: 0.8197, decode.d3.loss_cls: 0.3504, decode.d3.loss_mask: 0.5096, decode.d3.loss_dice: 0.8000, decode.d4.loss_cls: 0.3419, decode.d4.loss_mask: 0.5072, decode.d4.loss_dice: 0.7986, decode.d5.loss_cls: 0.3350, decode.d5.loss_mask: 0.5057, decode.d5.loss_dice: 0.7995, decode.d6.loss_cls: 0.3283, decode.d6.loss_mask: 0.5019, decode.d6.loss_dice: 0.7901, decode.d7.loss_cls: 0.3234, decode.d7.loss_mask: 0.5028, decode.d7.loss_dice: 0.7903, decode.d8.loss_cls: 0.3206, decode.d8.loss_mask: 0.5030, decode.d8.loss_dice: 0.7911, loss: 18.5173 2022-04-26 23:45:17,895 - mmseg - INFO - Iter [76150/160000] lr: 7.525e-07, eta: 1 day, 1:28:10, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3104, decode.loss_mask: 0.5302, decode.loss_dice: 0.8218, decode.d0.loss_cls: 2.0440, decode.d0.loss_mask: 0.5765, decode.d0.loss_dice: 0.9417, decode.d1.loss_cls: 0.4093, decode.d1.loss_mask: 0.5448, decode.d1.loss_dice: 0.8727, decode.d2.loss_cls: 0.3699, decode.d2.loss_mask: 0.5319, decode.d2.loss_dice: 0.8391, decode.d3.loss_cls: 0.3373, decode.d3.loss_mask: 0.5270, decode.d3.loss_dice: 0.8262, decode.d4.loss_cls: 0.3208, decode.d4.loss_mask: 0.5285, decode.d4.loss_dice: 0.8249, decode.d5.loss_cls: 0.3225, decode.d5.loss_mask: 0.5275, decode.d5.loss_dice: 0.8231, decode.d6.loss_cls: 0.3120, decode.d6.loss_mask: 0.5283, decode.d6.loss_dice: 0.8199, decode.d7.loss_cls: 0.3135, decode.d7.loss_mask: 0.5278, decode.d7.loss_dice: 0.8190, decode.d8.loss_cls: 0.3089, decode.d8.loss_mask: 0.5292, decode.d8.loss_dice: 0.8197, loss: 18.8086 2022-04-26 23:46:10,880 - mmseg - INFO - Iter [76200/160000] lr: 7.520e-07, eta: 1 day, 1:27:13, time: 1.061, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2999, decode.loss_mask: 0.4929, decode.loss_dice: 0.7653, decode.d0.loss_cls: 2.0510, decode.d0.loss_mask: 0.5412, decode.d0.loss_dice: 0.9020, decode.d1.loss_cls: 0.4008, decode.d1.loss_mask: 0.5121, decode.d1.loss_dice: 0.8173, decode.d2.loss_cls: 0.3537, decode.d2.loss_mask: 0.5024, decode.d2.loss_dice: 0.7942, decode.d3.loss_cls: 0.3284, decode.d3.loss_mask: 0.4950, decode.d3.loss_dice: 0.7759, decode.d4.loss_cls: 0.3234, decode.d4.loss_mask: 0.4956, decode.d4.loss_dice: 0.7738, decode.d5.loss_cls: 0.3158, decode.d5.loss_mask: 0.4931, decode.d5.loss_dice: 0.7723, decode.d6.loss_cls: 0.3062, decode.d6.loss_mask: 0.4942, decode.d6.loss_dice: 0.7705, decode.d7.loss_cls: 0.3116, decode.d7.loss_mask: 0.4945, decode.d7.loss_dice: 0.7688, decode.d8.loss_cls: 0.3015, decode.d8.loss_mask: 0.4932, decode.d8.loss_dice: 0.7702, loss: 17.9170 2022-04-26 23:47:03,799 - mmseg - INFO - Iter [76250/160000] lr: 7.516e-07, eta: 1 day, 1:26:17, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3076, decode.loss_mask: 0.5070, decode.loss_dice: 0.8147, decode.d0.loss_cls: 2.0544, decode.d0.loss_mask: 0.5534, decode.d0.loss_dice: 0.9391, decode.d1.loss_cls: 0.4002, decode.d1.loss_mask: 0.5237, decode.d1.loss_dice: 0.8601, decode.d2.loss_cls: 0.3644, decode.d2.loss_mask: 0.5193, decode.d2.loss_dice: 0.8300, decode.d3.loss_cls: 0.3359, decode.d3.loss_mask: 0.5110, decode.d3.loss_dice: 0.8168, decode.d4.loss_cls: 0.3256, decode.d4.loss_mask: 0.5114, decode.d4.loss_dice: 0.8188, decode.d5.loss_cls: 0.3212, decode.d5.loss_mask: 0.5115, decode.d5.loss_dice: 0.8172, decode.d6.loss_cls: 0.3136, decode.d6.loss_mask: 0.5089, decode.d6.loss_dice: 0.8131, decode.d7.loss_cls: 0.3121, decode.d7.loss_mask: 0.5078, decode.d7.loss_dice: 0.8146, decode.d8.loss_cls: 0.3145, decode.d8.loss_mask: 0.5068, decode.d8.loss_dice: 0.8120, loss: 18.5469 2022-04-26 23:47:56,617 - mmseg - INFO - Iter [76300/160000] lr: 7.511e-07, eta: 1 day, 1:25:20, time: 1.056, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3002, decode.loss_mask: 0.5134, decode.loss_dice: 0.7899, decode.d0.loss_cls: 2.0654, decode.d0.loss_mask: 0.5583, decode.d0.loss_dice: 0.9045, decode.d1.loss_cls: 0.4004, decode.d1.loss_mask: 0.5299, decode.d1.loss_dice: 0.8403, decode.d2.loss_cls: 0.3501, decode.d2.loss_mask: 0.5197, decode.d2.loss_dice: 0.8143, decode.d3.loss_cls: 0.3265, decode.d3.loss_mask: 0.5129, decode.d3.loss_dice: 0.7978, decode.d4.loss_cls: 0.3208, decode.d4.loss_mask: 0.5126, decode.d4.loss_dice: 0.7982, decode.d5.loss_cls: 0.3088, decode.d5.loss_mask: 0.5133, decode.d5.loss_dice: 0.7958, decode.d6.loss_cls: 0.3011, decode.d6.loss_mask: 0.5117, decode.d6.loss_dice: 0.7909, decode.d7.loss_cls: 0.2983, decode.d7.loss_mask: 0.5129, decode.d7.loss_dice: 0.7937, decode.d8.loss_cls: 0.3019, decode.d8.loss_mask: 0.5116, decode.d8.loss_dice: 0.7930, loss: 18.2884 2022-04-26 23:48:49,981 - mmseg - INFO - Iter [76350/160000] lr: 7.507e-07, eta: 1 day, 1:24:24, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3078, decode.loss_mask: 0.5116, decode.loss_dice: 0.7748, decode.d0.loss_cls: 2.0785, decode.d0.loss_mask: 0.5680, decode.d0.loss_dice: 0.9009, decode.d1.loss_cls: 0.4096, decode.d1.loss_mask: 0.5314, decode.d1.loss_dice: 0.8313, decode.d2.loss_cls: 0.3604, decode.d2.loss_mask: 0.5212, decode.d2.loss_dice: 0.7989, decode.d3.loss_cls: 0.3325, decode.d3.loss_mask: 0.5179, decode.d3.loss_dice: 0.7810, decode.d4.loss_cls: 0.3230, decode.d4.loss_mask: 0.5182, decode.d4.loss_dice: 0.7829, decode.d5.loss_cls: 0.3203, decode.d5.loss_mask: 0.5162, decode.d5.loss_dice: 0.7795, decode.d6.loss_cls: 0.3136, decode.d6.loss_mask: 0.5141, decode.d6.loss_dice: 0.7734, decode.d7.loss_cls: 0.3124, decode.d7.loss_mask: 0.5125, decode.d7.loss_dice: 0.7771, decode.d8.loss_cls: 0.3043, decode.d8.loss_mask: 0.5128, decode.d8.loss_dice: 0.7787, loss: 18.2650 2022-04-26 23:49:43,431 - mmseg - INFO - Iter [76400/160000] lr: 7.502e-07, eta: 1 day, 1:23:28, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2980, decode.loss_mask: 0.4914, decode.loss_dice: 0.7826, decode.d0.loss_cls: 2.0157, decode.d0.loss_mask: 0.5369, decode.d0.loss_dice: 0.9133, decode.d1.loss_cls: 0.3862, decode.d1.loss_mask: 0.5082, decode.d1.loss_dice: 0.8380, decode.d2.loss_cls: 0.3437, decode.d2.loss_mask: 0.5033, decode.d2.loss_dice: 0.8147, decode.d3.loss_cls: 0.3201, decode.d3.loss_mask: 0.4965, decode.d3.loss_dice: 0.7911, decode.d4.loss_cls: 0.3139, decode.d4.loss_mask: 0.4941, decode.d4.loss_dice: 0.7901, decode.d5.loss_cls: 0.3071, decode.d5.loss_mask: 0.4946, decode.d5.loss_dice: 0.7915, decode.d6.loss_cls: 0.3023, decode.d6.loss_mask: 0.4946, decode.d6.loss_dice: 0.7864, decode.d7.loss_cls: 0.2964, decode.d7.loss_mask: 0.4937, decode.d7.loss_dice: 0.7858, decode.d8.loss_cls: 0.2945, decode.d8.loss_mask: 0.4927, decode.d8.loss_dice: 0.7835, loss: 17.9610 2022-04-26 23:50:36,158 - mmseg - INFO - Iter [76450/160000] lr: 7.498e-07, eta: 1 day, 1:22:31, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2778, decode.loss_mask: 0.4911, decode.loss_dice: 0.7665, decode.d0.loss_cls: 2.0600, decode.d0.loss_mask: 0.5312, decode.d0.loss_dice: 0.8782, decode.d1.loss_cls: 0.3598, decode.d1.loss_mask: 0.5117, decode.d1.loss_dice: 0.8134, decode.d2.loss_cls: 0.3210, decode.d2.loss_mask: 0.4998, decode.d2.loss_dice: 0.7923, decode.d3.loss_cls: 0.3041, decode.d3.loss_mask: 0.4960, decode.d3.loss_dice: 0.7718, decode.d4.loss_cls: 0.2908, decode.d4.loss_mask: 0.4922, decode.d4.loss_dice: 0.7716, decode.d5.loss_cls: 0.2812, decode.d5.loss_mask: 0.4923, decode.d5.loss_dice: 0.7665, decode.d6.loss_cls: 0.2814, decode.d6.loss_mask: 0.4905, decode.d6.loss_dice: 0.7628, decode.d7.loss_cls: 0.2790, decode.d7.loss_mask: 0.4914, decode.d7.loss_dice: 0.7659, decode.d8.loss_cls: 0.2777, decode.d8.loss_mask: 0.4900, decode.d8.loss_dice: 0.7650, loss: 17.5729 2022-04-26 23:51:29,587 - mmseg - INFO - Iter [76500/160000] lr: 7.493e-07, eta: 1 day, 1:21:35, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3116, decode.loss_mask: 0.4939, decode.loss_dice: 0.7934, decode.d0.loss_cls: 2.1120, decode.d0.loss_mask: 0.5372, decode.d0.loss_dice: 0.9116, decode.d1.loss_cls: 0.3976, decode.d1.loss_mask: 0.5175, decode.d1.loss_dice: 0.8441, decode.d2.loss_cls: 0.3569, decode.d2.loss_mask: 0.5037, decode.d2.loss_dice: 0.8130, decode.d3.loss_cls: 0.3279, decode.d3.loss_mask: 0.4982, decode.d3.loss_dice: 0.7999, decode.d4.loss_cls: 0.3219, decode.d4.loss_mask: 0.4967, decode.d4.loss_dice: 0.7999, decode.d5.loss_cls: 0.3146, decode.d5.loss_mask: 0.4961, decode.d5.loss_dice: 0.7923, decode.d6.loss_cls: 0.3078, decode.d6.loss_mask: 0.4943, decode.d6.loss_dice: 0.7934, decode.d7.loss_cls: 0.3028, decode.d7.loss_mask: 0.4948, decode.d7.loss_dice: 0.7963, decode.d8.loss_cls: 0.3083, decode.d8.loss_mask: 0.4943, decode.d8.loss_dice: 0.7905, loss: 18.2225 2022-04-26 23:52:22,955 - mmseg - INFO - Iter [76550/160000] lr: 7.489e-07, eta: 1 day, 1:20:39, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3012, decode.loss_mask: 0.5177, decode.loss_dice: 0.8037, decode.d0.loss_cls: 2.0590, decode.d0.loss_mask: 0.5594, decode.d0.loss_dice: 0.9199, decode.d1.loss_cls: 0.4035, decode.d1.loss_mask: 0.5296, decode.d1.loss_dice: 0.8490, decode.d2.loss_cls: 0.3599, decode.d2.loss_mask: 0.5189, decode.d2.loss_dice: 0.8217, decode.d3.loss_cls: 0.3286, decode.d3.loss_mask: 0.5159, decode.d3.loss_dice: 0.8112, decode.d4.loss_cls: 0.3196, decode.d4.loss_mask: 0.5156, decode.d4.loss_dice: 0.8133, decode.d5.loss_cls: 0.3107, decode.d5.loss_mask: 0.5154, decode.d5.loss_dice: 0.8110, decode.d6.loss_cls: 0.3070, decode.d6.loss_mask: 0.5150, decode.d6.loss_dice: 0.8020, decode.d7.loss_cls: 0.3094, decode.d7.loss_mask: 0.5141, decode.d7.loss_dice: 0.8033, decode.d8.loss_cls: 0.3058, decode.d8.loss_mask: 0.5170, decode.d8.loss_dice: 0.8033, loss: 18.4617 2022-04-26 23:53:17,316 - mmseg - INFO - Iter [76600/160000] lr: 7.484e-07, eta: 1 day, 1:19:44, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2764, decode.loss_mask: 0.5158, decode.loss_dice: 0.7760, decode.d0.loss_cls: 2.0519, decode.d0.loss_mask: 0.5623, decode.d0.loss_dice: 0.8992, decode.d1.loss_cls: 0.3884, decode.d1.loss_mask: 0.5334, decode.d1.loss_dice: 0.8283, decode.d2.loss_cls: 0.3211, decode.d2.loss_mask: 0.5240, decode.d2.loss_dice: 0.7991, decode.d3.loss_cls: 0.2955, decode.d3.loss_mask: 0.5211, decode.d3.loss_dice: 0.7883, decode.d4.loss_cls: 0.2814, decode.d4.loss_mask: 0.5203, decode.d4.loss_dice: 0.7898, decode.d5.loss_cls: 0.2855, decode.d5.loss_mask: 0.5190, decode.d5.loss_dice: 0.7862, decode.d6.loss_cls: 0.2825, decode.d6.loss_mask: 0.5156, decode.d6.loss_dice: 0.7794, decode.d7.loss_cls: 0.2797, decode.d7.loss_mask: 0.5157, decode.d7.loss_dice: 0.7813, decode.d8.loss_cls: 0.2789, decode.d8.loss_mask: 0.5156, decode.d8.loss_dice: 0.7809, loss: 17.9926 2022-04-26 23:54:10,377 - mmseg - INFO - Iter [76650/160000] lr: 7.480e-07, eta: 1 day, 1:18:48, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3188, decode.loss_mask: 0.5123, decode.loss_dice: 0.8171, decode.d0.loss_cls: 2.1194, decode.d0.loss_mask: 0.5581, decode.d0.loss_dice: 0.9457, decode.d1.loss_cls: 0.4296, decode.d1.loss_mask: 0.5315, decode.d1.loss_dice: 0.8744, decode.d2.loss_cls: 0.3761, decode.d2.loss_mask: 0.5191, decode.d2.loss_dice: 0.8428, decode.d3.loss_cls: 0.3456, decode.d3.loss_mask: 0.5158, decode.d3.loss_dice: 0.8297, decode.d4.loss_cls: 0.3364, decode.d4.loss_mask: 0.5135, decode.d4.loss_dice: 0.8261, decode.d5.loss_cls: 0.3240, decode.d5.loss_mask: 0.5116, decode.d5.loss_dice: 0.8243, decode.d6.loss_cls: 0.3271, decode.d6.loss_mask: 0.5106, decode.d6.loss_dice: 0.8214, decode.d7.loss_cls: 0.3242, decode.d7.loss_mask: 0.5126, decode.d7.loss_dice: 0.8145, decode.d8.loss_cls: 0.3208, decode.d8.loss_mask: 0.5108, decode.d8.loss_dice: 0.8173, loss: 18.8312 2022-04-26 23:55:04,117 - mmseg - INFO - Iter [76700/160000] lr: 7.475e-07, eta: 1 day, 1:17:52, time: 1.077, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2779, decode.loss_mask: 0.4968, decode.loss_dice: 0.7386, decode.d0.loss_cls: 2.0547, decode.d0.loss_mask: 0.5490, decode.d0.loss_dice: 0.8661, decode.d1.loss_cls: 0.3745, decode.d1.loss_mask: 0.5218, decode.d1.loss_dice: 0.7908, decode.d2.loss_cls: 0.3284, decode.d2.loss_mask: 0.5075, decode.d2.loss_dice: 0.7675, decode.d3.loss_cls: 0.2981, decode.d3.loss_mask: 0.5016, decode.d3.loss_dice: 0.7483, decode.d4.loss_cls: 0.2940, decode.d4.loss_mask: 0.5014, decode.d4.loss_dice: 0.7462, decode.d5.loss_cls: 0.2824, decode.d5.loss_mask: 0.4986, decode.d5.loss_dice: 0.7441, decode.d6.loss_cls: 0.2825, decode.d6.loss_mask: 0.4980, decode.d6.loss_dice: 0.7395, decode.d7.loss_cls: 0.2705, decode.d7.loss_mask: 0.4990, decode.d7.loss_dice: 0.7425, decode.d8.loss_cls: 0.2704, decode.d8.loss_mask: 0.4996, decode.d8.loss_dice: 0.7370, loss: 17.4272 2022-04-26 23:55:57,204 - mmseg - INFO - Iter [76750/160000] lr: 7.471e-07, eta: 1 day, 1:16:55, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2963, decode.loss_mask: 0.5250, decode.loss_dice: 0.7796, decode.d0.loss_cls: 2.0616, decode.d0.loss_mask: 0.5712, decode.d0.loss_dice: 0.9127, decode.d1.loss_cls: 0.4034, decode.d1.loss_mask: 0.5425, decode.d1.loss_dice: 0.8333, decode.d2.loss_cls: 0.3364, decode.d2.loss_mask: 0.5338, decode.d2.loss_dice: 0.8069, decode.d3.loss_cls: 0.3194, decode.d3.loss_mask: 0.5288, decode.d3.loss_dice: 0.7902, decode.d4.loss_cls: 0.3146, decode.d4.loss_mask: 0.5256, decode.d4.loss_dice: 0.7868, decode.d5.loss_cls: 0.3021, decode.d5.loss_mask: 0.5271, decode.d5.loss_dice: 0.7856, decode.d6.loss_cls: 0.3030, decode.d6.loss_mask: 0.5253, decode.d6.loss_dice: 0.7806, decode.d7.loss_cls: 0.3003, decode.d7.loss_mask: 0.5244, decode.d7.loss_dice: 0.7793, decode.d8.loss_cls: 0.2969, decode.d8.loss_mask: 0.5249, decode.d8.loss_dice: 0.7803, loss: 18.2978 2022-04-26 23:56:50,645 - mmseg - INFO - Iter [76800/160000] lr: 7.466e-07, eta: 1 day, 1:16:00, time: 1.071, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2844, decode.loss_mask: 0.4977, decode.loss_dice: 0.7759, decode.d0.loss_cls: 2.0426, decode.d0.loss_mask: 0.5432, decode.d0.loss_dice: 0.8980, decode.d1.loss_cls: 0.3758, decode.d1.loss_mask: 0.5178, decode.d1.loss_dice: 0.8192, decode.d2.loss_cls: 0.3259, decode.d2.loss_mask: 0.5069, decode.d2.loss_dice: 0.7968, decode.d3.loss_cls: 0.3009, decode.d3.loss_mask: 0.5034, decode.d3.loss_dice: 0.7834, decode.d4.loss_cls: 0.2954, decode.d4.loss_mask: 0.5045, decode.d4.loss_dice: 0.7828, decode.d5.loss_cls: 0.2958, decode.d5.loss_mask: 0.5009, decode.d5.loss_dice: 0.7757, decode.d6.loss_cls: 0.2783, decode.d6.loss_mask: 0.5021, decode.d6.loss_dice: 0.7768, decode.d7.loss_cls: 0.2897, decode.d7.loss_mask: 0.5008, decode.d7.loss_dice: 0.7755, decode.d8.loss_cls: 0.2803, decode.d8.loss_mask: 0.4989, decode.d8.loss_dice: 0.7730, loss: 17.8025 2022-04-26 23:57:43,935 - mmseg - INFO - Iter [76850/160000] lr: 7.462e-07, eta: 1 day, 1:15:03, time: 1.066, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3121, decode.loss_mask: 0.5069, decode.loss_dice: 0.7921, decode.d0.loss_cls: 2.0209, decode.d0.loss_mask: 0.5524, decode.d0.loss_dice: 0.9161, decode.d1.loss_cls: 0.3995, decode.d1.loss_mask: 0.5217, decode.d1.loss_dice: 0.8403, decode.d2.loss_cls: 0.3529, decode.d2.loss_mask: 0.5096, decode.d2.loss_dice: 0.8156, decode.d3.loss_cls: 0.3283, decode.d3.loss_mask: 0.5068, decode.d3.loss_dice: 0.7992, decode.d4.loss_cls: 0.3214, decode.d4.loss_mask: 0.5070, decode.d4.loss_dice: 0.7982, decode.d5.loss_cls: 0.3202, decode.d5.loss_mask: 0.5049, decode.d5.loss_dice: 0.7939, decode.d6.loss_cls: 0.3195, decode.d6.loss_mask: 0.5022, decode.d6.loss_dice: 0.7915, decode.d7.loss_cls: 0.3144, decode.d7.loss_mask: 0.5031, decode.d7.loss_dice: 0.7920, decode.d8.loss_cls: 0.3138, decode.d8.loss_mask: 0.5034, decode.d8.loss_dice: 0.7924, loss: 18.2523 2022-04-26 23:58:38,034 - mmseg - INFO - Iter [76900/160000] lr: 7.457e-07, eta: 1 day, 1:14:08, time: 1.082, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3100, decode.loss_mask: 0.5276, decode.loss_dice: 0.7904, decode.d0.loss_cls: 2.0127, decode.d0.loss_mask: 0.5823, decode.d0.loss_dice: 0.9281, decode.d1.loss_cls: 0.3983, decode.d1.loss_mask: 0.5476, decode.d1.loss_dice: 0.8488, decode.d2.loss_cls: 0.3538, decode.d2.loss_mask: 0.5381, decode.d2.loss_dice: 0.8214, decode.d3.loss_cls: 0.3345, decode.d3.loss_mask: 0.5335, decode.d3.loss_dice: 0.7990, decode.d4.loss_cls: 0.3291, decode.d4.loss_mask: 0.5323, decode.d4.loss_dice: 0.7993, decode.d5.loss_cls: 0.3175, decode.d5.loss_mask: 0.5319, decode.d5.loss_dice: 0.8048, decode.d6.loss_cls: 0.3127, decode.d6.loss_mask: 0.5306, decode.d6.loss_dice: 0.7932, decode.d7.loss_cls: 0.3154, decode.d7.loss_mask: 0.5293, decode.d7.loss_dice: 0.7943, decode.d8.loss_cls: 0.3098, decode.d8.loss_mask: 0.5285, decode.d8.loss_dice: 0.7927, loss: 18.5479 2022-04-26 23:59:31,161 - mmseg - INFO - Iter [76950/160000] lr: 7.453e-07, eta: 1 day, 1:13:12, time: 1.063, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2967, decode.loss_mask: 0.5124, decode.loss_dice: 0.7898, decode.d0.loss_cls: 2.0289, decode.d0.loss_mask: 0.5636, decode.d0.loss_dice: 0.9117, decode.d1.loss_cls: 0.3784, decode.d1.loss_mask: 0.5341, decode.d1.loss_dice: 0.8426, decode.d2.loss_cls: 0.3401, decode.d2.loss_mask: 0.5195, decode.d2.loss_dice: 0.8110, decode.d3.loss_cls: 0.3228, decode.d3.loss_mask: 0.5147, decode.d3.loss_dice: 0.7974, decode.d4.loss_cls: 0.3086, decode.d4.loss_mask: 0.5159, decode.d4.loss_dice: 0.7956, decode.d5.loss_cls: 0.3004, decode.d5.loss_mask: 0.5107, decode.d5.loss_dice: 0.7937, decode.d6.loss_cls: 0.2975, decode.d6.loss_mask: 0.5124, decode.d6.loss_dice: 0.7876, decode.d7.loss_cls: 0.2941, decode.d7.loss_mask: 0.5124, decode.d7.loss_dice: 0.7882, decode.d8.loss_cls: 0.2922, decode.d8.loss_mask: 0.5118, decode.d8.loss_dice: 0.7892, loss: 18.1740 2022-04-27 00:00:26,728 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 00:00:26,741 - mmseg - INFO - Iter [77000/160000] lr: 7.448e-07, eta: 1 day, 1:12:18, time: 1.111, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2977, decode.loss_mask: 0.5261, decode.loss_dice: 0.7909, decode.d0.loss_cls: 2.0495, decode.d0.loss_mask: 0.5779, decode.d0.loss_dice: 0.9116, decode.d1.loss_cls: 0.3997, decode.d1.loss_mask: 0.5455, decode.d1.loss_dice: 0.8344, decode.d2.loss_cls: 0.3500, decode.d2.loss_mask: 0.5343, decode.d2.loss_dice: 0.8128, decode.d3.loss_cls: 0.3236, decode.d3.loss_mask: 0.5277, decode.d3.loss_dice: 0.8017, decode.d4.loss_cls: 0.3092, decode.d4.loss_mask: 0.5291, decode.d4.loss_dice: 0.8004, decode.d5.loss_cls: 0.3024, decode.d5.loss_mask: 0.5289, decode.d5.loss_dice: 0.7996, decode.d6.loss_cls: 0.3031, decode.d6.loss_mask: 0.5268, decode.d6.loss_dice: 0.7913, decode.d7.loss_cls: 0.2999, decode.d7.loss_mask: 0.5264, decode.d7.loss_dice: 0.7942, decode.d8.loss_cls: 0.2995, decode.d8.loss_mask: 0.5268, decode.d8.loss_dice: 0.7940, loss: 18.4151 2022-04-27 00:01:23,519 - mmseg - INFO - Iter [77050/160000] lr: 7.444e-07, eta: 1 day, 1:11:26, time: 1.136, data_time: 0.064, memory: 64049, decode.loss_cls: 0.2834, decode.loss_mask: 0.5069, decode.loss_dice: 0.7580, decode.d0.loss_cls: 1.9956, decode.d0.loss_mask: 0.5557, decode.d0.loss_dice: 0.8866, decode.d1.loss_cls: 0.3685, decode.d1.loss_mask: 0.5274, decode.d1.loss_dice: 0.8068, decode.d2.loss_cls: 0.3230, decode.d2.loss_mask: 0.5157, decode.d2.loss_dice: 0.7804, decode.d3.loss_cls: 0.3100, decode.d3.loss_mask: 0.5079, decode.d3.loss_dice: 0.7689, decode.d4.loss_cls: 0.2995, decode.d4.loss_mask: 0.5105, decode.d4.loss_dice: 0.7696, decode.d5.loss_cls: 0.2978, decode.d5.loss_mask: 0.5095, decode.d5.loss_dice: 0.7661, decode.d6.loss_cls: 0.2857, decode.d6.loss_mask: 0.5093, decode.d6.loss_dice: 0.7605, decode.d7.loss_cls: 0.2926, decode.d7.loss_mask: 0.5067, decode.d7.loss_dice: 0.7592, decode.d8.loss_cls: 0.2854, decode.d8.loss_mask: 0.5067, decode.d8.loss_dice: 0.7620, loss: 17.7159 2022-04-27 00:02:17,457 - mmseg - INFO - Iter [77100/160000] lr: 7.439e-07, eta: 1 day, 1:10:30, time: 1.079, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2727, decode.loss_mask: 0.4852, decode.loss_dice: 0.7661, decode.d0.loss_cls: 2.0300, decode.d0.loss_mask: 0.5305, decode.d0.loss_dice: 0.8808, decode.d1.loss_cls: 0.3601, decode.d1.loss_mask: 0.5052, decode.d1.loss_dice: 0.8139, decode.d2.loss_cls: 0.3093, decode.d2.loss_mask: 0.4957, decode.d2.loss_dice: 0.7895, decode.d3.loss_cls: 0.2897, decode.d3.loss_mask: 0.4928, decode.d3.loss_dice: 0.7787, decode.d4.loss_cls: 0.2767, decode.d4.loss_mask: 0.4927, decode.d4.loss_dice: 0.7742, decode.d5.loss_cls: 0.2713, decode.d5.loss_mask: 0.4896, decode.d5.loss_dice: 0.7724, decode.d6.loss_cls: 0.2724, decode.d6.loss_mask: 0.4887, decode.d6.loss_dice: 0.7676, decode.d7.loss_cls: 0.2705, decode.d7.loss_mask: 0.4876, decode.d7.loss_dice: 0.7686, decode.d8.loss_cls: 0.2740, decode.d8.loss_mask: 0.4853, decode.d8.loss_dice: 0.7659, loss: 17.4576 2022-04-27 00:03:10,871 - mmseg - INFO - Iter [77150/160000] lr: 7.435e-07, eta: 1 day, 1:09:34, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3071, decode.loss_mask: 0.5029, decode.loss_dice: 0.7991, decode.d0.loss_cls: 2.1141, decode.d0.loss_mask: 0.5559, decode.d0.loss_dice: 0.9321, decode.d1.loss_cls: 0.4194, decode.d1.loss_mask: 0.5281, decode.d1.loss_dice: 0.8544, decode.d2.loss_cls: 0.3609, decode.d2.loss_mask: 0.5149, decode.d2.loss_dice: 0.8300, decode.d3.loss_cls: 0.3341, decode.d3.loss_mask: 0.5083, decode.d3.loss_dice: 0.8105, decode.d4.loss_cls: 0.3190, decode.d4.loss_mask: 0.5076, decode.d4.loss_dice: 0.8105, decode.d5.loss_cls: 0.3177, decode.d5.loss_mask: 0.5058, decode.d5.loss_dice: 0.8041, decode.d6.loss_cls: 0.3090, decode.d6.loss_mask: 0.5065, decode.d6.loss_dice: 0.7996, decode.d7.loss_cls: 0.3081, decode.d7.loss_mask: 0.5030, decode.d7.loss_dice: 0.7981, decode.d8.loss_cls: 0.3098, decode.d8.loss_mask: 0.5035, decode.d8.loss_dice: 0.8011, loss: 18.4751 2022-04-27 00:04:02,916 - mmseg - INFO - Iter [77200/160000] lr: 7.430e-07, eta: 1 day, 1:08:37, time: 1.041, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2864, decode.loss_mask: 0.5038, decode.loss_dice: 0.7737, decode.d0.loss_cls: 2.0685, decode.d0.loss_mask: 0.5463, decode.d0.loss_dice: 0.9034, decode.d1.loss_cls: 0.3848, decode.d1.loss_mask: 0.5207, decode.d1.loss_dice: 0.8246, decode.d2.loss_cls: 0.3223, decode.d2.loss_mask: 0.5083, decode.d2.loss_dice: 0.7964, decode.d3.loss_cls: 0.3028, decode.d3.loss_mask: 0.5050, decode.d3.loss_dice: 0.7844, decode.d4.loss_cls: 0.2934, decode.d4.loss_mask: 0.5038, decode.d4.loss_dice: 0.7856, decode.d5.loss_cls: 0.2894, decode.d5.loss_mask: 0.5020, decode.d5.loss_dice: 0.7857, decode.d6.loss_cls: 0.2848, decode.d6.loss_mask: 0.5016, decode.d6.loss_dice: 0.7792, decode.d7.loss_cls: 0.2887, decode.d7.loss_mask: 0.5027, decode.d7.loss_dice: 0.7772, decode.d8.loss_cls: 0.2809, decode.d8.loss_mask: 0.5017, decode.d8.loss_dice: 0.7789, loss: 17.8872 2022-04-27 00:04:56,143 - mmseg - INFO - Iter [77250/160000] lr: 7.426e-07, eta: 1 day, 1:07:41, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2782, decode.loss_mask: 0.5071, decode.loss_dice: 0.7630, decode.d0.loss_cls: 2.0227, decode.d0.loss_mask: 0.5569, decode.d0.loss_dice: 0.8920, decode.d1.loss_cls: 0.3741, decode.d1.loss_mask: 0.5287, decode.d1.loss_dice: 0.8111, decode.d2.loss_cls: 0.3268, decode.d2.loss_mask: 0.5137, decode.d2.loss_dice: 0.7846, decode.d3.loss_cls: 0.2979, decode.d3.loss_mask: 0.5099, decode.d3.loss_dice: 0.7740, decode.d4.loss_cls: 0.2970, decode.d4.loss_mask: 0.5109, decode.d4.loss_dice: 0.7683, decode.d5.loss_cls: 0.2804, decode.d5.loss_mask: 0.5104, decode.d5.loss_dice: 0.7715, decode.d6.loss_cls: 0.2742, decode.d6.loss_mask: 0.5089, decode.d6.loss_dice: 0.7667, decode.d7.loss_cls: 0.2827, decode.d7.loss_mask: 0.5070, decode.d7.loss_dice: 0.7691, decode.d8.loss_cls: 0.2801, decode.d8.loss_mask: 0.5063, decode.d8.loss_dice: 0.7625, loss: 17.7366 2022-04-27 00:05:49,193 - mmseg - INFO - Iter [77300/160000] lr: 7.421e-07, eta: 1 day, 1:06:44, time: 1.061, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2780, decode.loss_mask: 0.4885, decode.loss_dice: 0.7656, decode.d0.loss_cls: 2.0070, decode.d0.loss_mask: 0.5291, decode.d0.loss_dice: 0.8893, decode.d1.loss_cls: 0.3692, decode.d1.loss_mask: 0.5044, decode.d1.loss_dice: 0.8191, decode.d2.loss_cls: 0.3205, decode.d2.loss_mask: 0.4974, decode.d2.loss_dice: 0.7852, decode.d3.loss_cls: 0.2923, decode.d3.loss_mask: 0.4960, decode.d3.loss_dice: 0.7765, decode.d4.loss_cls: 0.2915, decode.d4.loss_mask: 0.4916, decode.d4.loss_dice: 0.7747, decode.d5.loss_cls: 0.2893, decode.d5.loss_mask: 0.4932, decode.d5.loss_dice: 0.7703, decode.d6.loss_cls: 0.2773, decode.d6.loss_mask: 0.4911, decode.d6.loss_dice: 0.7674, decode.d7.loss_cls: 0.2775, decode.d7.loss_mask: 0.4899, decode.d7.loss_dice: 0.7678, decode.d8.loss_cls: 0.2760, decode.d8.loss_mask: 0.4884, decode.d8.loss_dice: 0.7631, loss: 17.5270 2022-04-27 00:06:42,184 - mmseg - INFO - Iter [77350/160000] lr: 7.417e-07, eta: 1 day, 1:05:48, time: 1.060, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2811, decode.loss_mask: 0.4879, decode.loss_dice: 0.7340, decode.d0.loss_cls: 1.9890, decode.d0.loss_mask: 0.5346, decode.d0.loss_dice: 0.8557, decode.d1.loss_cls: 0.3853, decode.d1.loss_mask: 0.5084, decode.d1.loss_dice: 0.7865, decode.d2.loss_cls: 0.3355, decode.d2.loss_mask: 0.5000, decode.d2.loss_dice: 0.7624, decode.d3.loss_cls: 0.3042, decode.d3.loss_mask: 0.4952, decode.d3.loss_dice: 0.7468, decode.d4.loss_cls: 0.3009, decode.d4.loss_mask: 0.4909, decode.d4.loss_dice: 0.7433, decode.d5.loss_cls: 0.2968, decode.d5.loss_mask: 0.4914, decode.d5.loss_dice: 0.7427, decode.d6.loss_cls: 0.2935, decode.d6.loss_mask: 0.4880, decode.d6.loss_dice: 0.7359, decode.d7.loss_cls: 0.2931, decode.d7.loss_mask: 0.4882, decode.d7.loss_dice: 0.7354, decode.d8.loss_cls: 0.2858, decode.d8.loss_mask: 0.4870, decode.d8.loss_dice: 0.7362, loss: 17.3154 2022-04-27 00:07:35,468 - mmseg - INFO - Iter [77400/160000] lr: 7.412e-07, eta: 1 day, 1:04:52, time: 1.066, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2787, decode.loss_mask: 0.5167, decode.loss_dice: 0.7866, decode.d0.loss_cls: 2.0082, decode.d0.loss_mask: 0.5586, decode.d0.loss_dice: 0.9089, decode.d1.loss_cls: 0.3672, decode.d1.loss_mask: 0.5350, decode.d1.loss_dice: 0.8321, decode.d2.loss_cls: 0.3210, decode.d2.loss_mask: 0.5283, decode.d2.loss_dice: 0.8134, decode.d3.loss_cls: 0.2951, decode.d3.loss_mask: 0.5224, decode.d3.loss_dice: 0.7911, decode.d4.loss_cls: 0.2917, decode.d4.loss_mask: 0.5200, decode.d4.loss_dice: 0.7926, decode.d5.loss_cls: 0.2822, decode.d5.loss_mask: 0.5189, decode.d5.loss_dice: 0.7868, decode.d6.loss_cls: 0.2819, decode.d6.loss_mask: 0.5179, decode.d6.loss_dice: 0.7811, decode.d7.loss_cls: 0.2787, decode.d7.loss_mask: 0.5158, decode.d7.loss_dice: 0.7848, decode.d8.loss_cls: 0.2762, decode.d8.loss_mask: 0.5186, decode.d8.loss_dice: 0.7860, loss: 17.9963 2022-04-27 00:08:27,972 - mmseg - INFO - Iter [77450/160000] lr: 7.408e-07, eta: 1 day, 1:03:55, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2792, decode.loss_mask: 0.5148, decode.loss_dice: 0.8088, decode.d0.loss_cls: 2.0580, decode.d0.loss_mask: 0.5563, decode.d0.loss_dice: 0.9251, decode.d1.loss_cls: 0.3812, decode.d1.loss_mask: 0.5318, decode.d1.loss_dice: 0.8615, decode.d2.loss_cls: 0.3268, decode.d2.loss_mask: 0.5246, decode.d2.loss_dice: 0.8321, decode.d3.loss_cls: 0.3008, decode.d3.loss_mask: 0.5193, decode.d3.loss_dice: 0.8141, decode.d4.loss_cls: 0.3011, decode.d4.loss_mask: 0.5191, decode.d4.loss_dice: 0.8138, decode.d5.loss_cls: 0.2925, decode.d5.loss_mask: 0.5174, decode.d5.loss_dice: 0.8113, decode.d6.loss_cls: 0.2803, decode.d6.loss_mask: 0.5168, decode.d6.loss_dice: 0.8084, decode.d7.loss_cls: 0.2805, decode.d7.loss_mask: 0.5171, decode.d7.loss_dice: 0.8123, decode.d8.loss_cls: 0.2837, decode.d8.loss_mask: 0.5148, decode.d8.loss_dice: 0.8061, loss: 18.3095 2022-04-27 00:09:20,920 - mmseg - INFO - Iter [77500/160000] lr: 7.403e-07, eta: 1 day, 1:02:58, time: 1.059, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3116, decode.loss_mask: 0.5086, decode.loss_dice: 0.7799, decode.d0.loss_cls: 2.0338, decode.d0.loss_mask: 0.5543, decode.d0.loss_dice: 0.9145, decode.d1.loss_cls: 0.4054, decode.d1.loss_mask: 0.5304, decode.d1.loss_dice: 0.8363, decode.d2.loss_cls: 0.3541, decode.d2.loss_mask: 0.5171, decode.d2.loss_dice: 0.8081, decode.d3.loss_cls: 0.3331, decode.d3.loss_mask: 0.5103, decode.d3.loss_dice: 0.7899, decode.d4.loss_cls: 0.3257, decode.d4.loss_mask: 0.5104, decode.d4.loss_dice: 0.7889, decode.d5.loss_cls: 0.3210, decode.d5.loss_mask: 0.5101, decode.d5.loss_dice: 0.7901, decode.d6.loss_cls: 0.3063, decode.d6.loss_mask: 0.5084, decode.d6.loss_dice: 0.7841, decode.d7.loss_cls: 0.3096, decode.d7.loss_mask: 0.5102, decode.d7.loss_dice: 0.7847, decode.d8.loss_cls: 0.3075, decode.d8.loss_mask: 0.5115, decode.d8.loss_dice: 0.7788, loss: 18.2346 2022-04-27 00:10:14,121 - mmseg - INFO - Iter [77550/160000] lr: 7.399e-07, eta: 1 day, 1:02:02, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2958, decode.loss_mask: 0.4872, decode.loss_dice: 0.7805, decode.d0.loss_cls: 2.0744, decode.d0.loss_mask: 0.5322, decode.d0.loss_dice: 0.9039, decode.d1.loss_cls: 0.4032, decode.d1.loss_mask: 0.5061, decode.d1.loss_dice: 0.8327, decode.d2.loss_cls: 0.3470, decode.d2.loss_mask: 0.4981, decode.d2.loss_dice: 0.8115, decode.d3.loss_cls: 0.3199, decode.d3.loss_mask: 0.4941, decode.d3.loss_dice: 0.7938, decode.d4.loss_cls: 0.3147, decode.d4.loss_mask: 0.4921, decode.d4.loss_dice: 0.7928, decode.d5.loss_cls: 0.3093, decode.d5.loss_mask: 0.4904, decode.d5.loss_dice: 0.7873, decode.d6.loss_cls: 0.3013, decode.d6.loss_mask: 0.4876, decode.d6.loss_dice: 0.7835, decode.d7.loss_cls: 0.3047, decode.d7.loss_mask: 0.4850, decode.d7.loss_dice: 0.7876, decode.d8.loss_cls: 0.3008, decode.d8.loss_mask: 0.4863, decode.d8.loss_dice: 0.7870, loss: 17.9907 2022-04-27 00:11:06,611 - mmseg - INFO - Iter [77600/160000] lr: 7.394e-07, eta: 1 day, 1:01:05, time: 1.049, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3039, decode.loss_mask: 0.4950, decode.loss_dice: 0.7837, decode.d0.loss_cls: 2.0866, decode.d0.loss_mask: 0.5472, decode.d0.loss_dice: 0.9150, decode.d1.loss_cls: 0.4024, decode.d1.loss_mask: 0.5138, decode.d1.loss_dice: 0.8351, decode.d2.loss_cls: 0.3465, decode.d2.loss_mask: 0.5040, decode.d2.loss_dice: 0.8041, decode.d3.loss_cls: 0.3273, decode.d3.loss_mask: 0.4977, decode.d3.loss_dice: 0.7882, decode.d4.loss_cls: 0.3226, decode.d4.loss_mask: 0.4985, decode.d4.loss_dice: 0.7896, decode.d5.loss_cls: 0.3164, decode.d5.loss_mask: 0.4983, decode.d5.loss_dice: 0.7874, decode.d6.loss_cls: 0.3105, decode.d6.loss_mask: 0.4952, decode.d6.loss_dice: 0.7866, decode.d7.loss_cls: 0.3013, decode.d7.loss_mask: 0.4975, decode.d7.loss_dice: 0.7853, decode.d8.loss_cls: 0.2994, decode.d8.loss_mask: 0.4961, decode.d8.loss_dice: 0.7854, loss: 18.1205 2022-04-27 00:11:59,680 - mmseg - INFO - Iter [77650/160000] lr: 7.390e-07, eta: 1 day, 1:00:09, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2960, decode.loss_mask: 0.5101, decode.loss_dice: 0.7653, decode.d0.loss_cls: 2.0668, decode.d0.loss_mask: 0.5550, decode.d0.loss_dice: 0.8904, decode.d1.loss_cls: 0.4022, decode.d1.loss_mask: 0.5280, decode.d1.loss_dice: 0.8212, decode.d2.loss_cls: 0.3460, decode.d2.loss_mask: 0.5190, decode.d2.loss_dice: 0.7881, decode.d3.loss_cls: 0.3195, decode.d3.loss_mask: 0.5151, decode.d3.loss_dice: 0.7729, decode.d4.loss_cls: 0.3112, decode.d4.loss_mask: 0.5116, decode.d4.loss_dice: 0.7728, decode.d5.loss_cls: 0.3081, decode.d5.loss_mask: 0.5110, decode.d5.loss_dice: 0.7633, decode.d6.loss_cls: 0.2994, decode.d6.loss_mask: 0.5106, decode.d6.loss_dice: 0.7650, decode.d7.loss_cls: 0.2924, decode.d7.loss_mask: 0.5104, decode.d7.loss_dice: 0.7644, decode.d8.loss_cls: 0.2971, decode.d8.loss_mask: 0.5092, decode.d8.loss_dice: 0.7666, loss: 17.9886 2022-04-27 00:12:52,180 - mmseg - INFO - Iter [77700/160000] lr: 7.385e-07, eta: 1 day, 0:59:12, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2958, decode.loss_mask: 0.5069, decode.loss_dice: 0.7674, decode.d0.loss_cls: 2.0651, decode.d0.loss_mask: 0.5542, decode.d0.loss_dice: 0.8848, decode.d1.loss_cls: 0.3806, decode.d1.loss_mask: 0.5273, decode.d1.loss_dice: 0.8232, decode.d2.loss_cls: 0.3461, decode.d2.loss_mask: 0.5166, decode.d2.loss_dice: 0.7936, decode.d3.loss_cls: 0.3152, decode.d3.loss_mask: 0.5087, decode.d3.loss_dice: 0.7798, decode.d4.loss_cls: 0.3108, decode.d4.loss_mask: 0.5066, decode.d4.loss_dice: 0.7777, decode.d5.loss_cls: 0.3070, decode.d5.loss_mask: 0.5060, decode.d5.loss_dice: 0.7735, decode.d6.loss_cls: 0.2999, decode.d6.loss_mask: 0.5049, decode.d6.loss_dice: 0.7725, decode.d7.loss_cls: 0.2917, decode.d7.loss_mask: 0.5034, decode.d7.loss_dice: 0.7704, decode.d8.loss_cls: 0.2958, decode.d8.loss_mask: 0.5076, decode.d8.loss_dice: 0.7660, loss: 17.9590 2022-04-27 00:13:45,216 - mmseg - INFO - Iter [77750/160000] lr: 7.381e-07, eta: 1 day, 0:58:16, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2835, decode.loss_mask: 0.5037, decode.loss_dice: 0.7699, decode.d0.loss_cls: 2.0460, decode.d0.loss_mask: 0.5570, decode.d0.loss_dice: 0.8976, decode.d1.loss_cls: 0.3825, decode.d1.loss_mask: 0.5213, decode.d1.loss_dice: 0.8190, decode.d2.loss_cls: 0.3341, decode.d2.loss_mask: 0.5107, decode.d2.loss_dice: 0.7854, decode.d3.loss_cls: 0.3096, decode.d3.loss_mask: 0.5065, decode.d3.loss_dice: 0.7776, decode.d4.loss_cls: 0.3050, decode.d4.loss_mask: 0.5041, decode.d4.loss_dice: 0.7781, decode.d5.loss_cls: 0.3031, decode.d5.loss_mask: 0.5047, decode.d5.loss_dice: 0.7748, decode.d6.loss_cls: 0.2964, decode.d6.loss_mask: 0.5030, decode.d6.loss_dice: 0.7660, decode.d7.loss_cls: 0.2865, decode.d7.loss_mask: 0.5031, decode.d7.loss_dice: 0.7744, decode.d8.loss_cls: 0.2862, decode.d8.loss_mask: 0.5036, decode.d8.loss_dice: 0.7701, loss: 17.8635 2022-04-27 00:14:38,031 - mmseg - INFO - Iter [77800/160000] lr: 7.376e-07, eta: 1 day, 0:57:19, time: 1.056, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2862, decode.loss_mask: 0.4974, decode.loss_dice: 0.7877, decode.d0.loss_cls: 2.0186, decode.d0.loss_mask: 0.5427, decode.d0.loss_dice: 0.9141, decode.d1.loss_cls: 0.3740, decode.d1.loss_mask: 0.5147, decode.d1.loss_dice: 0.8400, decode.d2.loss_cls: 0.3324, decode.d2.loss_mask: 0.5062, decode.d2.loss_dice: 0.8178, decode.d3.loss_cls: 0.3051, decode.d3.loss_mask: 0.5031, decode.d3.loss_dice: 0.8030, decode.d4.loss_cls: 0.2978, decode.d4.loss_mask: 0.4984, decode.d4.loss_dice: 0.7961, decode.d5.loss_cls: 0.2906, decode.d5.loss_mask: 0.4984, decode.d5.loss_dice: 0.7971, decode.d6.loss_cls: 0.2918, decode.d6.loss_mask: 0.4967, decode.d6.loss_dice: 0.7847, decode.d7.loss_cls: 0.2844, decode.d7.loss_mask: 0.4975, decode.d7.loss_dice: 0.7898, decode.d8.loss_cls: 0.2827, decode.d8.loss_mask: 0.4979, decode.d8.loss_dice: 0.7882, loss: 17.9353 2022-04-27 00:15:32,244 - mmseg - INFO - Iter [77850/160000] lr: 7.372e-07, eta: 1 day, 0:56:24, time: 1.084, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3091, decode.loss_mask: 0.4847, decode.loss_dice: 0.7655, decode.d0.loss_cls: 2.0820, decode.d0.loss_mask: 0.5391, decode.d0.loss_dice: 0.9102, decode.d1.loss_cls: 0.3904, decode.d1.loss_mask: 0.5091, decode.d1.loss_dice: 0.8265, decode.d2.loss_cls: 0.3436, decode.d2.loss_mask: 0.4963, decode.d2.loss_dice: 0.8008, decode.d3.loss_cls: 0.3244, decode.d3.loss_mask: 0.4926, decode.d3.loss_dice: 0.7860, decode.d4.loss_cls: 0.3147, decode.d4.loss_mask: 0.4927, decode.d4.loss_dice: 0.7810, decode.d5.loss_cls: 0.3121, decode.d5.loss_mask: 0.4899, decode.d5.loss_dice: 0.7731, decode.d6.loss_cls: 0.3093, decode.d6.loss_mask: 0.4885, decode.d6.loss_dice: 0.7703, decode.d7.loss_cls: 0.3044, decode.d7.loss_mask: 0.4852, decode.d7.loss_dice: 0.7687, decode.d8.loss_cls: 0.3101, decode.d8.loss_mask: 0.4858, decode.d8.loss_dice: 0.7709, loss: 17.9170 2022-04-27 00:16:25,263 - mmseg - INFO - Iter [77900/160000] lr: 7.368e-07, eta: 1 day, 0:55:27, time: 1.060, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2713, decode.loss_mask: 0.4955, decode.loss_dice: 0.7852, decode.d0.loss_cls: 2.0081, decode.d0.loss_mask: 0.5377, decode.d0.loss_dice: 0.9065, decode.d1.loss_cls: 0.3781, decode.d1.loss_mask: 0.5136, decode.d1.loss_dice: 0.8323, decode.d2.loss_cls: 0.3192, decode.d2.loss_mask: 0.5062, decode.d2.loss_dice: 0.8110, decode.d3.loss_cls: 0.3003, decode.d3.loss_mask: 0.4976, decode.d3.loss_dice: 0.7888, decode.d4.loss_cls: 0.2913, decode.d4.loss_mask: 0.4974, decode.d4.loss_dice: 0.7883, decode.d5.loss_cls: 0.2877, decode.d5.loss_mask: 0.4974, decode.d5.loss_dice: 0.7883, decode.d6.loss_cls: 0.2843, decode.d6.loss_mask: 0.4973, decode.d6.loss_dice: 0.7827, decode.d7.loss_cls: 0.2828, decode.d7.loss_mask: 0.4921, decode.d7.loss_dice: 0.7841, decode.d8.loss_cls: 0.2771, decode.d8.loss_mask: 0.4963, decode.d8.loss_dice: 0.7862, loss: 17.7848 2022-04-27 00:17:18,995 - mmseg - INFO - Iter [77950/160000] lr: 7.363e-07, eta: 1 day, 0:54:32, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3040, decode.loss_mask: 0.5226, decode.loss_dice: 0.7858, decode.d0.loss_cls: 2.0342, decode.d0.loss_mask: 0.5710, decode.d0.loss_dice: 0.9148, decode.d1.loss_cls: 0.4004, decode.d1.loss_mask: 0.5446, decode.d1.loss_dice: 0.8350, decode.d2.loss_cls: 0.3498, decode.d2.loss_mask: 0.5335, decode.d2.loss_dice: 0.8134, decode.d3.loss_cls: 0.3288, decode.d3.loss_mask: 0.5288, decode.d3.loss_dice: 0.7955, decode.d4.loss_cls: 0.3167, decode.d4.loss_mask: 0.5268, decode.d4.loss_dice: 0.7958, decode.d5.loss_cls: 0.3105, decode.d5.loss_mask: 0.5274, decode.d5.loss_dice: 0.8006, decode.d6.loss_cls: 0.3036, decode.d6.loss_mask: 0.5264, decode.d6.loss_dice: 0.7908, decode.d7.loss_cls: 0.3026, decode.d7.loss_mask: 0.5278, decode.d7.loss_dice: 0.7920, decode.d8.loss_cls: 0.3017, decode.d8.loss_mask: 0.5266, decode.d8.loss_dice: 0.7888, loss: 18.4003 2022-04-27 00:18:13,194 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 00:18:13,197 - mmseg - INFO - Iter [78000/160000] lr: 7.359e-07, eta: 1 day, 0:53:37, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2763, decode.loss_mask: 0.5035, decode.loss_dice: 0.7799, decode.d0.loss_cls: 2.0724, decode.d0.loss_mask: 0.5534, decode.d0.loss_dice: 0.9069, decode.d1.loss_cls: 0.3792, decode.d1.loss_mask: 0.5204, decode.d1.loss_dice: 0.8321, decode.d2.loss_cls: 0.3278, decode.d2.loss_mask: 0.5128, decode.d2.loss_dice: 0.8077, decode.d3.loss_cls: 0.3024, decode.d3.loss_mask: 0.5100, decode.d3.loss_dice: 0.7919, decode.d4.loss_cls: 0.2901, decode.d4.loss_mask: 0.5071, decode.d4.loss_dice: 0.7907, decode.d5.loss_cls: 0.2852, decode.d5.loss_mask: 0.5067, decode.d5.loss_dice: 0.7870, decode.d6.loss_cls: 0.2884, decode.d6.loss_mask: 0.5040, decode.d6.loss_dice: 0.7788, decode.d7.loss_cls: 0.2822, decode.d7.loss_mask: 0.5042, decode.d7.loss_dice: 0.7833, decode.d8.loss_cls: 0.2829, decode.d8.loss_mask: 0.5050, decode.d8.loss_dice: 0.7818, loss: 17.9538 2022-04-27 00:19:06,849 - mmseg - INFO - Iter [78050/160000] lr: 7.354e-07, eta: 1 day, 0:52:41, time: 1.073, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2850, decode.loss_mask: 0.5147, decode.loss_dice: 0.7713, decode.d0.loss_cls: 2.0467, decode.d0.loss_mask: 0.5611, decode.d0.loss_dice: 0.8929, decode.d1.loss_cls: 0.3882, decode.d1.loss_mask: 0.5309, decode.d1.loss_dice: 0.8213, decode.d2.loss_cls: 0.3300, decode.d2.loss_mask: 0.5246, decode.d2.loss_dice: 0.7944, decode.d3.loss_cls: 0.3143, decode.d3.loss_mask: 0.5174, decode.d3.loss_dice: 0.7778, decode.d4.loss_cls: 0.3010, decode.d4.loss_mask: 0.5167, decode.d4.loss_dice: 0.7785, decode.d5.loss_cls: 0.2945, decode.d5.loss_mask: 0.5144, decode.d5.loss_dice: 0.7768, decode.d6.loss_cls: 0.2900, decode.d6.loss_mask: 0.5138, decode.d6.loss_dice: 0.7715, decode.d7.loss_cls: 0.2837, decode.d7.loss_mask: 0.5134, decode.d7.loss_dice: 0.7734, decode.d8.loss_cls: 0.2848, decode.d8.loss_mask: 0.5139, decode.d8.loss_dice: 0.7738, loss: 17.9710 2022-04-27 00:20:01,020 - mmseg - INFO - Iter [78100/160000] lr: 7.350e-07, eta: 1 day, 0:51:46, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3211, decode.loss_mask: 0.4899, decode.loss_dice: 0.7693, decode.d0.loss_cls: 2.0896, decode.d0.loss_mask: 0.5317, decode.d0.loss_dice: 0.8964, decode.d1.loss_cls: 0.4243, decode.d1.loss_mask: 0.5091, decode.d1.loss_dice: 0.8209, decode.d2.loss_cls: 0.3571, decode.d2.loss_mask: 0.4982, decode.d2.loss_dice: 0.7961, decode.d3.loss_cls: 0.3426, decode.d3.loss_mask: 0.4949, decode.d3.loss_dice: 0.7783, decode.d4.loss_cls: 0.3339, decode.d4.loss_mask: 0.4928, decode.d4.loss_dice: 0.7799, decode.d5.loss_cls: 0.3294, decode.d5.loss_mask: 0.4921, decode.d5.loss_dice: 0.7754, decode.d6.loss_cls: 0.3248, decode.d6.loss_mask: 0.4903, decode.d6.loss_dice: 0.7705, decode.d7.loss_cls: 0.3186, decode.d7.loss_mask: 0.4893, decode.d7.loss_dice: 0.7773, decode.d8.loss_cls: 0.3184, decode.d8.loss_mask: 0.4907, decode.d8.loss_dice: 0.7747, loss: 18.0774 2022-04-27 00:20:54,181 - mmseg - INFO - Iter [78150/160000] lr: 7.345e-07, eta: 1 day, 0:50:50, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2929, decode.loss_mask: 0.5060, decode.loss_dice: 0.7788, decode.d0.loss_cls: 2.0536, decode.d0.loss_mask: 0.5546, decode.d0.loss_dice: 0.9070, decode.d1.loss_cls: 0.3954, decode.d1.loss_mask: 0.5290, decode.d1.loss_dice: 0.8322, decode.d2.loss_cls: 0.3446, decode.d2.loss_mask: 0.5156, decode.d2.loss_dice: 0.8054, decode.d3.loss_cls: 0.3242, decode.d3.loss_mask: 0.5113, decode.d3.loss_dice: 0.7892, decode.d4.loss_cls: 0.3084, decode.d4.loss_mask: 0.5073, decode.d4.loss_dice: 0.7831, decode.d5.loss_cls: 0.3034, decode.d5.loss_mask: 0.5061, decode.d5.loss_dice: 0.7822, decode.d6.loss_cls: 0.2971, decode.d6.loss_mask: 0.5066, decode.d6.loss_dice: 0.7791, decode.d7.loss_cls: 0.2908, decode.d7.loss_mask: 0.5073, decode.d7.loss_dice: 0.7808, decode.d8.loss_cls: 0.2909, decode.d8.loss_mask: 0.5054, decode.d8.loss_dice: 0.7801, loss: 18.0685 2022-04-27 00:21:47,434 - mmseg - INFO - Iter [78200/160000] lr: 7.341e-07, eta: 1 day, 0:49:54, time: 1.063, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3120, decode.loss_mask: 0.5225, decode.loss_dice: 0.7698, decode.d0.loss_cls: 2.0238, decode.d0.loss_mask: 0.5698, decode.d0.loss_dice: 0.8952, decode.d1.loss_cls: 0.4103, decode.d1.loss_mask: 0.5412, decode.d1.loss_dice: 0.8250, decode.d2.loss_cls: 0.3553, decode.d2.loss_mask: 0.5332, decode.d2.loss_dice: 0.8007, decode.d3.loss_cls: 0.3372, decode.d3.loss_mask: 0.5232, decode.d3.loss_dice: 0.7830, decode.d4.loss_cls: 0.3253, decode.d4.loss_mask: 0.5235, decode.d4.loss_dice: 0.7775, decode.d5.loss_cls: 0.3198, decode.d5.loss_mask: 0.5233, decode.d5.loss_dice: 0.7779, decode.d6.loss_cls: 0.3154, decode.d6.loss_mask: 0.5208, decode.d6.loss_dice: 0.7748, decode.d7.loss_cls: 0.3199, decode.d7.loss_mask: 0.5214, decode.d7.loss_dice: 0.7758, decode.d8.loss_cls: 0.3183, decode.d8.loss_mask: 0.5195, decode.d8.loss_dice: 0.7728, loss: 18.2881 2022-04-27 00:22:39,563 - mmseg - INFO - Iter [78250/160000] lr: 7.336e-07, eta: 1 day, 0:48:56, time: 1.045, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3080, decode.loss_mask: 0.4928, decode.loss_dice: 0.7980, decode.d0.loss_cls: 2.0314, decode.d0.loss_mask: 0.5481, decode.d0.loss_dice: 0.9292, decode.d1.loss_cls: 0.3910, decode.d1.loss_mask: 0.5138, decode.d1.loss_dice: 0.8521, decode.d2.loss_cls: 0.3462, decode.d2.loss_mask: 0.5022, decode.d2.loss_dice: 0.8252, decode.d3.loss_cls: 0.3274, decode.d3.loss_mask: 0.4993, decode.d3.loss_dice: 0.8055, decode.d4.loss_cls: 0.3159, decode.d4.loss_mask: 0.4992, decode.d4.loss_dice: 0.8079, decode.d5.loss_cls: 0.3075, decode.d5.loss_mask: 0.4934, decode.d5.loss_dice: 0.8032, decode.d6.loss_cls: 0.3106, decode.d6.loss_mask: 0.4921, decode.d6.loss_dice: 0.7956, decode.d7.loss_cls: 0.3083, decode.d7.loss_mask: 0.4931, decode.d7.loss_dice: 0.7956, decode.d8.loss_cls: 0.3069, decode.d8.loss_mask: 0.4915, decode.d8.loss_dice: 0.7989, loss: 18.1901 2022-04-27 00:23:33,839 - mmseg - INFO - Iter [78300/160000] lr: 7.332e-07, eta: 1 day, 0:48:01, time: 1.085, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2916, decode.loss_mask: 0.4842, decode.loss_dice: 0.7724, decode.d0.loss_cls: 2.0375, decode.d0.loss_mask: 0.5300, decode.d0.loss_dice: 0.8956, decode.d1.loss_cls: 0.3774, decode.d1.loss_mask: 0.5002, decode.d1.loss_dice: 0.8227, decode.d2.loss_cls: 0.3221, decode.d2.loss_mask: 0.4907, decode.d2.loss_dice: 0.8015, decode.d3.loss_cls: 0.3080, decode.d3.loss_mask: 0.4834, decode.d3.loss_dice: 0.7839, decode.d4.loss_cls: 0.2954, decode.d4.loss_mask: 0.4844, decode.d4.loss_dice: 0.7863, decode.d5.loss_cls: 0.2977, decode.d5.loss_mask: 0.4824, decode.d5.loss_dice: 0.7812, decode.d6.loss_cls: 0.2919, decode.d6.loss_mask: 0.4842, decode.d6.loss_dice: 0.7787, decode.d7.loss_cls: 0.2884, decode.d7.loss_mask: 0.4851, decode.d7.loss_dice: 0.7793, decode.d8.loss_cls: 0.2904, decode.d8.loss_mask: 0.4843, decode.d8.loss_dice: 0.7773, loss: 17.6884 2022-04-27 00:24:30,447 - mmseg - INFO - Iter [78350/160000] lr: 7.327e-07, eta: 1 day, 0:47:09, time: 1.132, data_time: 0.066, memory: 64049, decode.loss_cls: 0.2870, decode.loss_mask: 0.4925, decode.loss_dice: 0.7664, decode.d0.loss_cls: 2.0302, decode.d0.loss_mask: 0.5359, decode.d0.loss_dice: 0.8882, decode.d1.loss_cls: 0.3761, decode.d1.loss_mask: 0.5115, decode.d1.loss_dice: 0.8120, decode.d2.loss_cls: 0.3310, decode.d2.loss_mask: 0.5037, decode.d2.loss_dice: 0.7923, decode.d3.loss_cls: 0.3187, decode.d3.loss_mask: 0.4998, decode.d3.loss_dice: 0.7767, decode.d4.loss_cls: 0.2993, decode.d4.loss_mask: 0.4962, decode.d4.loss_dice: 0.7726, decode.d5.loss_cls: 0.2986, decode.d5.loss_mask: 0.4962, decode.d5.loss_dice: 0.7726, decode.d6.loss_cls: 0.2844, decode.d6.loss_mask: 0.4963, decode.d6.loss_dice: 0.7704, decode.d7.loss_cls: 0.2878, decode.d7.loss_mask: 0.4948, decode.d7.loss_dice: 0.7666, decode.d8.loss_cls: 0.2850, decode.d8.loss_mask: 0.4933, decode.d8.loss_dice: 0.7664, loss: 17.7025 2022-04-27 00:25:23,123 - mmseg - INFO - Iter [78400/160000] lr: 7.323e-07, eta: 1 day, 0:46:12, time: 1.054, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2740, decode.loss_mask: 0.5074, decode.loss_dice: 0.7629, decode.d0.loss_cls: 2.0313, decode.d0.loss_mask: 0.5478, decode.d0.loss_dice: 0.8835, decode.d1.loss_cls: 0.3632, decode.d1.loss_mask: 0.5238, decode.d1.loss_dice: 0.8180, decode.d2.loss_cls: 0.3160, decode.d2.loss_mask: 0.5152, decode.d2.loss_dice: 0.7911, decode.d3.loss_cls: 0.2967, decode.d3.loss_mask: 0.5103, decode.d3.loss_dice: 0.7757, decode.d4.loss_cls: 0.2930, decode.d4.loss_mask: 0.5094, decode.d4.loss_dice: 0.7754, decode.d5.loss_cls: 0.2803, decode.d5.loss_mask: 0.5094, decode.d5.loss_dice: 0.7757, decode.d6.loss_cls: 0.2863, decode.d6.loss_mask: 0.5064, decode.d6.loss_dice: 0.7698, decode.d7.loss_cls: 0.2772, decode.d7.loss_mask: 0.5069, decode.d7.loss_dice: 0.7718, decode.d8.loss_cls: 0.2804, decode.d8.loss_mask: 0.5077, decode.d8.loss_dice: 0.7719, loss: 17.7384 2022-04-27 00:26:16,251 - mmseg - INFO - Iter [78450/160000] lr: 7.318e-07, eta: 1 day, 0:45:16, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2882, decode.loss_mask: 0.4938, decode.loss_dice: 0.7622, decode.d0.loss_cls: 2.0195, decode.d0.loss_mask: 0.5402, decode.d0.loss_dice: 0.8941, decode.d1.loss_cls: 0.3942, decode.d1.loss_mask: 0.5163, decode.d1.loss_dice: 0.8158, decode.d2.loss_cls: 0.3353, decode.d2.loss_mask: 0.5091, decode.d2.loss_dice: 0.7955, decode.d3.loss_cls: 0.3119, decode.d3.loss_mask: 0.5003, decode.d3.loss_dice: 0.7722, decode.d4.loss_cls: 0.3018, decode.d4.loss_mask: 0.4991, decode.d4.loss_dice: 0.7707, decode.d5.loss_cls: 0.2997, decode.d5.loss_mask: 0.4957, decode.d5.loss_dice: 0.7681, decode.d6.loss_cls: 0.2910, decode.d6.loss_mask: 0.4960, decode.d6.loss_dice: 0.7651, decode.d7.loss_cls: 0.2863, decode.d7.loss_mask: 0.4943, decode.d7.loss_dice: 0.7613, decode.d8.loss_cls: 0.2934, decode.d8.loss_mask: 0.4945, decode.d8.loss_dice: 0.7628, loss: 17.7283 2022-04-27 00:27:08,267 - mmseg - INFO - Iter [78500/160000] lr: 7.314e-07, eta: 1 day, 0:44:19, time: 1.040, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2965, decode.loss_mask: 0.4964, decode.loss_dice: 0.7572, decode.d0.loss_cls: 2.0639, decode.d0.loss_mask: 0.5443, decode.d0.loss_dice: 0.8844, decode.d1.loss_cls: 0.3864, decode.d1.loss_mask: 0.5168, decode.d1.loss_dice: 0.8081, decode.d2.loss_cls: 0.3307, decode.d2.loss_mask: 0.5057, decode.d2.loss_dice: 0.7821, decode.d3.loss_cls: 0.3107, decode.d3.loss_mask: 0.4987, decode.d3.loss_dice: 0.7632, decode.d4.loss_cls: 0.3096, decode.d4.loss_mask: 0.4996, decode.d4.loss_dice: 0.7601, decode.d5.loss_cls: 0.2984, decode.d5.loss_mask: 0.4991, decode.d5.loss_dice: 0.7630, decode.d6.loss_cls: 0.2944, decode.d6.loss_mask: 0.4986, decode.d6.loss_dice: 0.7589, decode.d7.loss_cls: 0.2963, decode.d7.loss_mask: 0.4979, decode.d7.loss_dice: 0.7574, decode.d8.loss_cls: 0.2966, decode.d8.loss_mask: 0.4981, decode.d8.loss_dice: 0.7596, loss: 17.7330 2022-04-27 00:28:01,673 - mmseg - INFO - Iter [78550/160000] lr: 7.309e-07, eta: 1 day, 0:43:23, time: 1.068, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3066, decode.loss_mask: 0.4968, decode.loss_dice: 0.8087, decode.d0.loss_cls: 2.0497, decode.d0.loss_mask: 0.5474, decode.d0.loss_dice: 0.9351, decode.d1.loss_cls: 0.4206, decode.d1.loss_mask: 0.5192, decode.d1.loss_dice: 0.8530, decode.d2.loss_cls: 0.3588, decode.d2.loss_mask: 0.5084, decode.d2.loss_dice: 0.8294, decode.d3.loss_cls: 0.3323, decode.d3.loss_mask: 0.5028, decode.d3.loss_dice: 0.8170, decode.d4.loss_cls: 0.3210, decode.d4.loss_mask: 0.5018, decode.d4.loss_dice: 0.8152, decode.d5.loss_cls: 0.3169, decode.d5.loss_mask: 0.5007, decode.d5.loss_dice: 0.8106, decode.d6.loss_cls: 0.3021, decode.d6.loss_mask: 0.5014, decode.d6.loss_dice: 0.8089, decode.d7.loss_cls: 0.3038, decode.d7.loss_mask: 0.4997, decode.d7.loss_dice: 0.8102, decode.d8.loss_cls: 0.3010, decode.d8.loss_mask: 0.4988, decode.d8.loss_dice: 0.8111, loss: 18.3889 2022-04-27 00:28:55,492 - mmseg - INFO - Iter [78600/160000] lr: 7.305e-07, eta: 1 day, 0:42:27, time: 1.076, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2840, decode.loss_mask: 0.5071, decode.loss_dice: 0.7575, decode.d0.loss_cls: 2.0332, decode.d0.loss_mask: 0.5560, decode.d0.loss_dice: 0.8804, decode.d1.loss_cls: 0.3919, decode.d1.loss_mask: 0.5233, decode.d1.loss_dice: 0.8075, decode.d2.loss_cls: 0.3315, decode.d2.loss_mask: 0.5184, decode.d2.loss_dice: 0.7836, decode.d3.loss_cls: 0.3097, decode.d3.loss_mask: 0.5123, decode.d3.loss_dice: 0.7685, decode.d4.loss_cls: 0.2966, decode.d4.loss_mask: 0.5110, decode.d4.loss_dice: 0.7701, decode.d5.loss_cls: 0.2930, decode.d5.loss_mask: 0.5097, decode.d5.loss_dice: 0.7626, decode.d6.loss_cls: 0.2856, decode.d6.loss_mask: 0.5079, decode.d6.loss_dice: 0.7637, decode.d7.loss_cls: 0.2822, decode.d7.loss_mask: 0.5076, decode.d7.loss_dice: 0.7632, decode.d8.loss_cls: 0.2794, decode.d8.loss_mask: 0.5074, decode.d8.loss_dice: 0.7634, loss: 17.7682 2022-04-27 00:29:48,617 - mmseg - INFO - Iter [78650/160000] lr: 7.300e-07, eta: 1 day, 0:41:31, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2710, decode.loss_mask: 0.5053, decode.loss_dice: 0.7659, decode.d0.loss_cls: 2.0272, decode.d0.loss_mask: 0.5475, decode.d0.loss_dice: 0.8780, decode.d1.loss_cls: 0.3625, decode.d1.loss_mask: 0.5277, decode.d1.loss_dice: 0.8146, decode.d2.loss_cls: 0.3277, decode.d2.loss_mask: 0.5119, decode.d2.loss_dice: 0.7890, decode.d3.loss_cls: 0.2955, decode.d3.loss_mask: 0.5100, decode.d3.loss_dice: 0.7738, decode.d4.loss_cls: 0.2900, decode.d4.loss_mask: 0.5042, decode.d4.loss_dice: 0.7709, decode.d5.loss_cls: 0.2801, decode.d5.loss_mask: 0.5021, decode.d5.loss_dice: 0.7684, decode.d6.loss_cls: 0.2843, decode.d6.loss_mask: 0.5053, decode.d6.loss_dice: 0.7632, decode.d7.loss_cls: 0.2758, decode.d7.loss_mask: 0.5039, decode.d7.loss_dice: 0.7663, decode.d8.loss_cls: 0.2700, decode.d8.loss_mask: 0.5049, decode.d8.loss_dice: 0.7649, loss: 17.6617 2022-04-27 00:30:40,699 - mmseg - INFO - Iter [78700/160000] lr: 7.296e-07, eta: 1 day, 0:40:34, time: 1.041, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2880, decode.loss_mask: 0.5172, decode.loss_dice: 0.7847, decode.d0.loss_cls: 2.0106, decode.d0.loss_mask: 0.5577, decode.d0.loss_dice: 0.9051, decode.d1.loss_cls: 0.3892, decode.d1.loss_mask: 0.5360, decode.d1.loss_dice: 0.8388, decode.d2.loss_cls: 0.3330, decode.d2.loss_mask: 0.5276, decode.d2.loss_dice: 0.8124, decode.d3.loss_cls: 0.3108, decode.d3.loss_mask: 0.5219, decode.d3.loss_dice: 0.7950, decode.d4.loss_cls: 0.3027, decode.d4.loss_mask: 0.5218, decode.d4.loss_dice: 0.7953, decode.d5.loss_cls: 0.3001, decode.d5.loss_mask: 0.5188, decode.d5.loss_dice: 0.7899, decode.d6.loss_cls: 0.2906, decode.d6.loss_mask: 0.5176, decode.d6.loss_dice: 0.7849, decode.d7.loss_cls: 0.2887, decode.d7.loss_mask: 0.5173, decode.d7.loss_dice: 0.7869, decode.d8.loss_cls: 0.2873, decode.d8.loss_mask: 0.5173, decode.d8.loss_dice: 0.7859, loss: 18.1333 2022-04-27 00:31:33,155 - mmseg - INFO - Iter [78750/160000] lr: 7.291e-07, eta: 1 day, 0:39:37, time: 1.049, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3052, decode.loss_mask: 0.5147, decode.loss_dice: 0.7732, decode.d0.loss_cls: 2.0446, decode.d0.loss_mask: 0.5598, decode.d0.loss_dice: 0.8863, decode.d1.loss_cls: 0.3870, decode.d1.loss_mask: 0.5389, decode.d1.loss_dice: 0.8246, decode.d2.loss_cls: 0.3348, decode.d2.loss_mask: 0.5260, decode.d2.loss_dice: 0.7957, decode.d3.loss_cls: 0.3269, decode.d3.loss_mask: 0.5196, decode.d3.loss_dice: 0.7777, decode.d4.loss_cls: 0.3202, decode.d4.loss_mask: 0.5168, decode.d4.loss_dice: 0.7796, decode.d5.loss_cls: 0.3078, decode.d5.loss_mask: 0.5145, decode.d5.loss_dice: 0.7815, decode.d6.loss_cls: 0.3102, decode.d6.loss_mask: 0.5168, decode.d6.loss_dice: 0.7761, decode.d7.loss_cls: 0.3036, decode.d7.loss_mask: 0.5166, decode.d7.loss_dice: 0.7746, decode.d8.loss_cls: 0.3061, decode.d8.loss_mask: 0.5166, decode.d8.loss_dice: 0.7741, loss: 18.1303 2022-04-27 00:32:25,380 - mmseg - INFO - Iter [78800/160000] lr: 7.287e-07, eta: 1 day, 0:38:40, time: 1.045, data_time: 0.014, memory: 64049, decode.loss_cls: 0.3022, decode.loss_mask: 0.5019, decode.loss_dice: 0.7693, decode.d0.loss_cls: 2.0458, decode.d0.loss_mask: 0.5465, decode.d0.loss_dice: 0.8806, decode.d1.loss_cls: 0.3941, decode.d1.loss_mask: 0.5220, decode.d1.loss_dice: 0.8086, decode.d2.loss_cls: 0.3449, decode.d2.loss_mask: 0.5132, decode.d2.loss_dice: 0.7929, decode.d3.loss_cls: 0.3180, decode.d3.loss_mask: 0.5089, decode.d3.loss_dice: 0.7756, decode.d4.loss_cls: 0.3151, decode.d4.loss_mask: 0.5060, decode.d4.loss_dice: 0.7763, decode.d5.loss_cls: 0.3079, decode.d5.loss_mask: 0.5036, decode.d5.loss_dice: 0.7698, decode.d6.loss_cls: 0.2994, decode.d6.loss_mask: 0.5047, decode.d6.loss_dice: 0.7682, decode.d7.loss_cls: 0.2993, decode.d7.loss_mask: 0.5043, decode.d7.loss_dice: 0.7689, decode.d8.loss_cls: 0.2994, decode.d8.loss_mask: 0.5032, decode.d8.loss_dice: 0.7669, loss: 17.9175 2022-04-27 00:33:18,348 - mmseg - INFO - Iter [78850/160000] lr: 7.282e-07, eta: 1 day, 0:37:43, time: 1.059, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2987, decode.loss_mask: 0.5174, decode.loss_dice: 0.7784, decode.d0.loss_cls: 2.0363, decode.d0.loss_mask: 0.5570, decode.d0.loss_dice: 0.8946, decode.d1.loss_cls: 0.3805, decode.d1.loss_mask: 0.5375, decode.d1.loss_dice: 0.8276, decode.d2.loss_cls: 0.3361, decode.d2.loss_mask: 0.5262, decode.d2.loss_dice: 0.8026, decode.d3.loss_cls: 0.3216, decode.d3.loss_mask: 0.5205, decode.d3.loss_dice: 0.7856, decode.d4.loss_cls: 0.3159, decode.d4.loss_mask: 0.5237, decode.d4.loss_dice: 0.7918, decode.d5.loss_cls: 0.3063, decode.d5.loss_mask: 0.5208, decode.d5.loss_dice: 0.7862, decode.d6.loss_cls: 0.2997, decode.d6.loss_mask: 0.5218, decode.d6.loss_dice: 0.7804, decode.d7.loss_cls: 0.2952, decode.d7.loss_mask: 0.5208, decode.d7.loss_dice: 0.7780, decode.d8.loss_cls: 0.2990, decode.d8.loss_mask: 0.5189, decode.d8.loss_dice: 0.7817, loss: 18.1609 2022-04-27 00:34:10,751 - mmseg - INFO - Iter [78900/160000] lr: 7.278e-07, eta: 1 day, 0:36:46, time: 1.048, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2826, decode.loss_mask: 0.5054, decode.loss_dice: 0.7652, decode.d0.loss_cls: 2.0375, decode.d0.loss_mask: 0.5544, decode.d0.loss_dice: 0.8816, decode.d1.loss_cls: 0.3715, decode.d1.loss_mask: 0.5273, decode.d1.loss_dice: 0.8100, decode.d2.loss_cls: 0.3230, decode.d2.loss_mask: 0.5159, decode.d2.loss_dice: 0.7923, decode.d3.loss_cls: 0.3135, decode.d3.loss_mask: 0.5085, decode.d3.loss_dice: 0.7704, decode.d4.loss_cls: 0.2988, decode.d4.loss_mask: 0.5082, decode.d4.loss_dice: 0.7719, decode.d5.loss_cls: 0.2940, decode.d5.loss_mask: 0.5083, decode.d5.loss_dice: 0.7693, decode.d6.loss_cls: 0.2862, decode.d6.loss_mask: 0.5061, decode.d6.loss_dice: 0.7655, decode.d7.loss_cls: 0.2837, decode.d7.loss_mask: 0.5043, decode.d7.loss_dice: 0.7663, decode.d8.loss_cls: 0.2905, decode.d8.loss_mask: 0.5059, decode.d8.loss_dice: 0.7700, loss: 17.7879 2022-04-27 00:35:04,041 - mmseg - INFO - Iter [78950/160000] lr: 7.273e-07, eta: 1 day, 0:35:50, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3126, decode.loss_mask: 0.4959, decode.loss_dice: 0.7833, decode.d0.loss_cls: 2.0449, decode.d0.loss_mask: 0.5421, decode.d0.loss_dice: 0.9101, decode.d1.loss_cls: 0.3991, decode.d1.loss_mask: 0.5218, decode.d1.loss_dice: 0.8449, decode.d2.loss_cls: 0.3505, decode.d2.loss_mask: 0.5093, decode.d2.loss_dice: 0.8120, decode.d3.loss_cls: 0.3379, decode.d3.loss_mask: 0.5017, decode.d3.loss_dice: 0.7928, decode.d4.loss_cls: 0.3322, decode.d4.loss_mask: 0.4995, decode.d4.loss_dice: 0.7885, decode.d5.loss_cls: 0.3269, decode.d5.loss_mask: 0.5000, decode.d5.loss_dice: 0.7872, decode.d6.loss_cls: 0.3175, decode.d6.loss_mask: 0.4974, decode.d6.loss_dice: 0.7845, decode.d7.loss_cls: 0.3066, decode.d7.loss_mask: 0.4967, decode.d7.loss_dice: 0.7849, decode.d8.loss_cls: 0.3107, decode.d8.loss_mask: 0.4968, decode.d8.loss_dice: 0.7861, loss: 18.1743 2022-04-27 00:35:57,085 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 00:35:57,088 - mmseg - INFO - Iter [79000/160000] lr: 7.269e-07, eta: 1 day, 0:34:54, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3021, decode.loss_mask: 0.5115, decode.loss_dice: 0.7971, decode.d0.loss_cls: 2.0328, decode.d0.loss_mask: 0.5540, decode.d0.loss_dice: 0.9118, decode.d1.loss_cls: 0.4003, decode.d1.loss_mask: 0.5285, decode.d1.loss_dice: 0.8446, decode.d2.loss_cls: 0.3268, decode.d2.loss_mask: 0.5226, decode.d2.loss_dice: 0.8266, decode.d3.loss_cls: 0.3176, decode.d3.loss_mask: 0.5150, decode.d3.loss_dice: 0.8045, decode.d4.loss_cls: 0.3090, decode.d4.loss_mask: 0.5144, decode.d4.loss_dice: 0.8022, decode.d5.loss_cls: 0.2995, decode.d5.loss_mask: 0.5133, decode.d5.loss_dice: 0.8039, decode.d6.loss_cls: 0.2970, decode.d6.loss_mask: 0.5103, decode.d6.loss_dice: 0.7967, decode.d7.loss_cls: 0.2930, decode.d7.loss_mask: 0.5097, decode.d7.loss_dice: 0.7986, decode.d8.loss_cls: 0.3045, decode.d8.loss_mask: 0.5114, decode.d8.loss_dice: 0.7902, loss: 18.2495 2022-04-27 00:36:50,269 - mmseg - INFO - Iter [79050/160000] lr: 7.264e-07, eta: 1 day, 0:33:58, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2972, decode.loss_mask: 0.4930, decode.loss_dice: 0.7824, decode.d0.loss_cls: 2.0339, decode.d0.loss_mask: 0.5390, decode.d0.loss_dice: 0.9119, decode.d1.loss_cls: 0.3935, decode.d1.loss_mask: 0.5132, decode.d1.loss_dice: 0.8370, decode.d2.loss_cls: 0.3359, decode.d2.loss_mask: 0.5007, decode.d2.loss_dice: 0.8108, decode.d3.loss_cls: 0.3129, decode.d3.loss_mask: 0.4996, decode.d3.loss_dice: 0.7949, decode.d4.loss_cls: 0.3058, decode.d4.loss_mask: 0.4983, decode.d4.loss_dice: 0.7918, decode.d5.loss_cls: 0.2971, decode.d5.loss_mask: 0.4968, decode.d5.loss_dice: 0.7897, decode.d6.loss_cls: 0.2955, decode.d6.loss_mask: 0.4949, decode.d6.loss_dice: 0.7859, decode.d7.loss_cls: 0.2918, decode.d7.loss_mask: 0.4942, decode.d7.loss_dice: 0.7878, decode.d8.loss_cls: 0.2915, decode.d8.loss_mask: 0.4939, decode.d8.loss_dice: 0.7851, loss: 17.9560 2022-04-27 00:37:43,294 - mmseg - INFO - Iter [79100/160000] lr: 7.260e-07, eta: 1 day, 0:33:02, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2712, decode.loss_mask: 0.4923, decode.loss_dice: 0.7763, decode.d0.loss_cls: 2.0366, decode.d0.loss_mask: 0.5436, decode.d0.loss_dice: 0.8965, decode.d1.loss_cls: 0.3819, decode.d1.loss_mask: 0.5126, decode.d1.loss_dice: 0.8292, decode.d2.loss_cls: 0.3278, decode.d2.loss_mask: 0.5015, decode.d2.loss_dice: 0.7998, decode.d3.loss_cls: 0.2985, decode.d3.loss_mask: 0.4975, decode.d3.loss_dice: 0.7835, decode.d4.loss_cls: 0.2894, decode.d4.loss_mask: 0.4960, decode.d4.loss_dice: 0.7834, decode.d5.loss_cls: 0.2835, decode.d5.loss_mask: 0.4908, decode.d5.loss_dice: 0.7801, decode.d6.loss_cls: 0.2740, decode.d6.loss_mask: 0.4941, decode.d6.loss_dice: 0.7780, decode.d7.loss_cls: 0.2659, decode.d7.loss_mask: 0.4935, decode.d7.loss_dice: 0.7798, decode.d8.loss_cls: 0.2713, decode.d8.loss_mask: 0.4927, decode.d8.loss_dice: 0.7755, loss: 17.6970 2022-04-27 00:38:36,105 - mmseg - INFO - Iter [79150/160000] lr: 7.255e-07, eta: 1 day, 0:32:05, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2986, decode.loss_mask: 0.5011, decode.loss_dice: 0.7898, decode.d0.loss_cls: 2.0142, decode.d0.loss_mask: 0.5447, decode.d0.loss_dice: 0.9112, decode.d1.loss_cls: 0.3938, decode.d1.loss_mask: 0.5207, decode.d1.loss_dice: 0.8418, decode.d2.loss_cls: 0.3503, decode.d2.loss_mask: 0.5083, decode.d2.loss_dice: 0.8143, decode.d3.loss_cls: 0.3222, decode.d3.loss_mask: 0.5066, decode.d3.loss_dice: 0.7943, decode.d4.loss_cls: 0.3134, decode.d4.loss_mask: 0.5021, decode.d4.loss_dice: 0.7961, decode.d5.loss_cls: 0.3006, decode.d5.loss_mask: 0.5040, decode.d5.loss_dice: 0.7983, decode.d6.loss_cls: 0.3003, decode.d6.loss_mask: 0.5029, decode.d6.loss_dice: 0.7906, decode.d7.loss_cls: 0.2923, decode.d7.loss_mask: 0.5024, decode.d7.loss_dice: 0.7921, decode.d8.loss_cls: 0.2991, decode.d8.loss_mask: 0.5009, decode.d8.loss_dice: 0.7897, loss: 18.0966 2022-04-27 00:39:29,523 - mmseg - INFO - Iter [79200/160000] lr: 7.251e-07, eta: 1 day, 0:31:09, time: 1.068, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2708, decode.loss_mask: 0.5206, decode.loss_dice: 0.7851, decode.d0.loss_cls: 2.0182, decode.d0.loss_mask: 0.5765, decode.d0.loss_dice: 0.9120, decode.d1.loss_cls: 0.3597, decode.d1.loss_mask: 0.5464, decode.d1.loss_dice: 0.8406, decode.d2.loss_cls: 0.3154, decode.d2.loss_mask: 0.5323, decode.d2.loss_dice: 0.8132, decode.d3.loss_cls: 0.2946, decode.d3.loss_mask: 0.5240, decode.d3.loss_dice: 0.7945, decode.d4.loss_cls: 0.2877, decode.d4.loss_mask: 0.5250, decode.d4.loss_dice: 0.7961, decode.d5.loss_cls: 0.2833, decode.d5.loss_mask: 0.5234, decode.d5.loss_dice: 0.7909, decode.d6.loss_cls: 0.2763, decode.d6.loss_mask: 0.5230, decode.d6.loss_dice: 0.7843, decode.d7.loss_cls: 0.2725, decode.d7.loss_mask: 0.5217, decode.d7.loss_dice: 0.7840, decode.d8.loss_cls: 0.2754, decode.d8.loss_mask: 0.5225, decode.d8.loss_dice: 0.7862, loss: 18.0561 2022-04-27 00:40:22,483 - mmseg - INFO - Iter [79250/160000] lr: 7.246e-07, eta: 1 day, 0:30:13, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3059, decode.loss_mask: 0.5070, decode.loss_dice: 0.7883, decode.d0.loss_cls: 2.0541, decode.d0.loss_mask: 0.5573, decode.d0.loss_dice: 0.9178, decode.d1.loss_cls: 0.4057, decode.d1.loss_mask: 0.5219, decode.d1.loss_dice: 0.8404, decode.d2.loss_cls: 0.3517, decode.d2.loss_mask: 0.5147, decode.d2.loss_dice: 0.8148, decode.d3.loss_cls: 0.3362, decode.d3.loss_mask: 0.5079, decode.d3.loss_dice: 0.7954, decode.d4.loss_cls: 0.3317, decode.d4.loss_mask: 0.5082, decode.d4.loss_dice: 0.7954, decode.d5.loss_cls: 0.3122, decode.d5.loss_mask: 0.5094, decode.d5.loss_dice: 0.7954, decode.d6.loss_cls: 0.3140, decode.d6.loss_mask: 0.5063, decode.d6.loss_dice: 0.7893, decode.d7.loss_cls: 0.3081, decode.d7.loss_mask: 0.5049, decode.d7.loss_dice: 0.7911, decode.d8.loss_cls: 0.3048, decode.d8.loss_mask: 0.5063, decode.d8.loss_dice: 0.7909, loss: 18.2871 2022-04-27 00:41:16,243 - mmseg - INFO - Iter [79300/160000] lr: 7.242e-07, eta: 1 day, 0:29:18, time: 1.075, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2827, decode.loss_mask: 0.4840, decode.loss_dice: 0.7508, decode.d0.loss_cls: 1.9554, decode.d0.loss_mask: 0.5269, decode.d0.loss_dice: 0.8787, decode.d1.loss_cls: 0.3737, decode.d1.loss_mask: 0.4983, decode.d1.loss_dice: 0.8080, decode.d2.loss_cls: 0.3271, decode.d2.loss_mask: 0.4949, decode.d2.loss_dice: 0.7748, decode.d3.loss_cls: 0.3016, decode.d3.loss_mask: 0.4908, decode.d3.loss_dice: 0.7594, decode.d4.loss_cls: 0.2878, decode.d4.loss_mask: 0.4870, decode.d4.loss_dice: 0.7582, decode.d5.loss_cls: 0.2863, decode.d5.loss_mask: 0.4871, decode.d5.loss_dice: 0.7519, decode.d6.loss_cls: 0.2853, decode.d6.loss_mask: 0.4839, decode.d6.loss_dice: 0.7489, decode.d7.loss_cls: 0.2801, decode.d7.loss_mask: 0.4838, decode.d7.loss_dice: 0.7505, decode.d8.loss_cls: 0.2823, decode.d8.loss_mask: 0.4841, decode.d8.loss_dice: 0.7494, loss: 17.3135 2022-04-27 00:42:09,903 - mmseg - INFO - Iter [79350/160000] lr: 7.237e-07, eta: 1 day, 0:28:22, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2912, decode.loss_mask: 0.4936, decode.loss_dice: 0.7838, decode.d0.loss_cls: 2.0686, decode.d0.loss_mask: 0.5369, decode.d0.loss_dice: 0.9007, decode.d1.loss_cls: 0.3821, decode.d1.loss_mask: 0.5116, decode.d1.loss_dice: 0.8363, decode.d2.loss_cls: 0.3353, decode.d2.loss_mask: 0.5032, decode.d2.loss_dice: 0.8136, decode.d3.loss_cls: 0.3134, decode.d3.loss_mask: 0.5003, decode.d3.loss_dice: 0.7931, decode.d4.loss_cls: 0.2991, decode.d4.loss_mask: 0.4984, decode.d4.loss_dice: 0.7946, decode.d5.loss_cls: 0.2928, decode.d5.loss_mask: 0.4969, decode.d5.loss_dice: 0.7915, decode.d6.loss_cls: 0.2893, decode.d6.loss_mask: 0.4942, decode.d6.loss_dice: 0.7882, decode.d7.loss_cls: 0.2913, decode.d7.loss_mask: 0.4933, decode.d7.loss_dice: 0.7901, decode.d8.loss_cls: 0.2921, decode.d8.loss_mask: 0.4941, decode.d8.loss_dice: 0.7853, loss: 17.9551 2022-04-27 00:43:03,615 - mmseg - INFO - Iter [79400/160000] lr: 7.233e-07, eta: 1 day, 0:27:26, time: 1.074, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2847, decode.loss_mask: 0.4985, decode.loss_dice: 0.7759, decode.d0.loss_cls: 2.0614, decode.d0.loss_mask: 0.5406, decode.d0.loss_dice: 0.8986, decode.d1.loss_cls: 0.3828, decode.d1.loss_mask: 0.5181, decode.d1.loss_dice: 0.8347, decode.d2.loss_cls: 0.3341, decode.d2.loss_mask: 0.5070, decode.d2.loss_dice: 0.7966, decode.d3.loss_cls: 0.3055, decode.d3.loss_mask: 0.5040, decode.d3.loss_dice: 0.7881, decode.d4.loss_cls: 0.3013, decode.d4.loss_mask: 0.5005, decode.d4.loss_dice: 0.7893, decode.d5.loss_cls: 0.2930, decode.d5.loss_mask: 0.4985, decode.d5.loss_dice: 0.7848, decode.d6.loss_cls: 0.2892, decode.d6.loss_mask: 0.4979, decode.d6.loss_dice: 0.7789, decode.d7.loss_cls: 0.2882, decode.d7.loss_mask: 0.4984, decode.d7.loss_dice: 0.7798, decode.d8.loss_cls: 0.2847, decode.d8.loss_mask: 0.4989, decode.d8.loss_dice: 0.7756, loss: 17.8895 2022-04-27 00:43:57,169 - mmseg - INFO - Iter [79450/160000] lr: 7.228e-07, eta: 1 day, 0:26:31, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2953, decode.loss_mask: 0.5192, decode.loss_dice: 0.8055, decode.d0.loss_cls: 2.0105, decode.d0.loss_mask: 0.5659, decode.d0.loss_dice: 0.9387, decode.d1.loss_cls: 0.3869, decode.d1.loss_mask: 0.5380, decode.d1.loss_dice: 0.8612, decode.d2.loss_cls: 0.3485, decode.d2.loss_mask: 0.5264, decode.d2.loss_dice: 0.8242, decode.d3.loss_cls: 0.3257, decode.d3.loss_mask: 0.5240, decode.d3.loss_dice: 0.8072, decode.d4.loss_cls: 0.3180, decode.d4.loss_mask: 0.5227, decode.d4.loss_dice: 0.8097, decode.d5.loss_cls: 0.3034, decode.d5.loss_mask: 0.5209, decode.d5.loss_dice: 0.8045, decode.d6.loss_cls: 0.3046, decode.d6.loss_mask: 0.5189, decode.d6.loss_dice: 0.8032, decode.d7.loss_cls: 0.3001, decode.d7.loss_mask: 0.5196, decode.d7.loss_dice: 0.8038, decode.d8.loss_cls: 0.2995, decode.d8.loss_mask: 0.5210, decode.d8.loss_dice: 0.8079, loss: 18.4348 2022-04-27 00:44:51,156 - mmseg - INFO - Iter [79500/160000] lr: 7.224e-07, eta: 1 day, 0:25:36, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3041, decode.loss_mask: 0.5050, decode.loss_dice: 0.7899, decode.d0.loss_cls: 2.0317, decode.d0.loss_mask: 0.5474, decode.d0.loss_dice: 0.9137, decode.d1.loss_cls: 0.4048, decode.d1.loss_mask: 0.5158, decode.d1.loss_dice: 0.8286, decode.d2.loss_cls: 0.3415, decode.d2.loss_mask: 0.5105, decode.d2.loss_dice: 0.8131, decode.d3.loss_cls: 0.3150, decode.d3.loss_mask: 0.5060, decode.d3.loss_dice: 0.7983, decode.d4.loss_cls: 0.3159, decode.d4.loss_mask: 0.5041, decode.d4.loss_dice: 0.7965, decode.d5.loss_cls: 0.3068, decode.d5.loss_mask: 0.5029, decode.d5.loss_dice: 0.7969, decode.d6.loss_cls: 0.3035, decode.d6.loss_mask: 0.5018, decode.d6.loss_dice: 0.7870, decode.d7.loss_cls: 0.3025, decode.d7.loss_mask: 0.5010, decode.d7.loss_dice: 0.7908, decode.d8.loss_cls: 0.3032, decode.d8.loss_mask: 0.5024, decode.d8.loss_dice: 0.7932, loss: 18.1339 2022-04-27 00:45:44,644 - mmseg - INFO - Iter [79550/160000] lr: 7.219e-07, eta: 1 day, 0:24:40, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2964, decode.loss_mask: 0.4871, decode.loss_dice: 0.7659, decode.d0.loss_cls: 2.0625, decode.d0.loss_mask: 0.5332, decode.d0.loss_dice: 0.8840, decode.d1.loss_cls: 0.3908, decode.d1.loss_mask: 0.5076, decode.d1.loss_dice: 0.8137, decode.d2.loss_cls: 0.3317, decode.d2.loss_mask: 0.4985, decode.d2.loss_dice: 0.7857, decode.d3.loss_cls: 0.3171, decode.d3.loss_mask: 0.4904, decode.d3.loss_dice: 0.7678, decode.d4.loss_cls: 0.3126, decode.d4.loss_mask: 0.4891, decode.d4.loss_dice: 0.7647, decode.d5.loss_cls: 0.3034, decode.d5.loss_mask: 0.4887, decode.d5.loss_dice: 0.7661, decode.d6.loss_cls: 0.3005, decode.d6.loss_mask: 0.4878, decode.d6.loss_dice: 0.7590, decode.d7.loss_cls: 0.3002, decode.d7.loss_mask: 0.4863, decode.d7.loss_dice: 0.7587, decode.d8.loss_cls: 0.2918, decode.d8.loss_mask: 0.4869, decode.d8.loss_dice: 0.7616, loss: 17.6898 2022-04-27 00:46:39,930 - mmseg - INFO - Iter [79600/160000] lr: 7.215e-07, eta: 1 day, 0:23:46, time: 1.107, data_time: 0.065, memory: 64049, decode.loss_cls: 0.2939, decode.loss_mask: 0.5134, decode.loss_dice: 0.7716, decode.d0.loss_cls: 1.9936, decode.d0.loss_mask: 0.5595, decode.d0.loss_dice: 0.8903, decode.d1.loss_cls: 0.3953, decode.d1.loss_mask: 0.5349, decode.d1.loss_dice: 0.8192, decode.d2.loss_cls: 0.3446, decode.d2.loss_mask: 0.5216, decode.d2.loss_dice: 0.8007, decode.d3.loss_cls: 0.3220, decode.d3.loss_mask: 0.5165, decode.d3.loss_dice: 0.7821, decode.d4.loss_cls: 0.3140, decode.d4.loss_mask: 0.5166, decode.d4.loss_dice: 0.7804, decode.d5.loss_cls: 0.3066, decode.d5.loss_mask: 0.5129, decode.d5.loss_dice: 0.7777, decode.d6.loss_cls: 0.2981, decode.d6.loss_mask: 0.5142, decode.d6.loss_dice: 0.7738, decode.d7.loss_cls: 0.2957, decode.d7.loss_mask: 0.5120, decode.d7.loss_dice: 0.7715, decode.d8.loss_cls: 0.2966, decode.d8.loss_mask: 0.5129, decode.d8.loss_dice: 0.7754, loss: 18.0178 2022-04-27 00:47:33,367 - mmseg - INFO - Iter [79650/160000] lr: 7.210e-07, eta: 1 day, 0:22:50, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2953, decode.loss_mask: 0.4898, decode.loss_dice: 0.7775, decode.d0.loss_cls: 2.0232, decode.d0.loss_mask: 0.5301, decode.d0.loss_dice: 0.9039, decode.d1.loss_cls: 0.3983, decode.d1.loss_mask: 0.5061, decode.d1.loss_dice: 0.8280, decode.d2.loss_cls: 0.3420, decode.d2.loss_mask: 0.4975, decode.d2.loss_dice: 0.7994, decode.d3.loss_cls: 0.3164, decode.d3.loss_mask: 0.4931, decode.d3.loss_dice: 0.7827, decode.d4.loss_cls: 0.3102, decode.d4.loss_mask: 0.4940, decode.d4.loss_dice: 0.7869, decode.d5.loss_cls: 0.3036, decode.d5.loss_mask: 0.4928, decode.d5.loss_dice: 0.7875, decode.d6.loss_cls: 0.3035, decode.d6.loss_mask: 0.4904, decode.d6.loss_dice: 0.7770, decode.d7.loss_cls: 0.2942, decode.d7.loss_mask: 0.4893, decode.d7.loss_dice: 0.7780, decode.d8.loss_cls: 0.2943, decode.d8.loss_mask: 0.4902, decode.d8.loss_dice: 0.7804, loss: 17.8553 2022-04-27 00:48:27,444 - mmseg - INFO - Iter [79700/160000] lr: 7.206e-07, eta: 1 day, 0:21:55, time: 1.081, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2880, decode.loss_mask: 0.5247, decode.loss_dice: 0.7914, decode.d0.loss_cls: 2.0569, decode.d0.loss_mask: 0.5717, decode.d0.loss_dice: 0.9142, decode.d1.loss_cls: 0.3940, decode.d1.loss_mask: 0.5468, decode.d1.loss_dice: 0.8391, decode.d2.loss_cls: 0.3328, decode.d2.loss_mask: 0.5375, decode.d2.loss_dice: 0.8137, decode.d3.loss_cls: 0.3145, decode.d3.loss_mask: 0.5300, decode.d3.loss_dice: 0.7943, decode.d4.loss_cls: 0.3078, decode.d4.loss_mask: 0.5275, decode.d4.loss_dice: 0.7947, decode.d5.loss_cls: 0.3006, decode.d5.loss_mask: 0.5265, decode.d5.loss_dice: 0.7937, decode.d6.loss_cls: 0.3010, decode.d6.loss_mask: 0.5214, decode.d6.loss_dice: 0.7846, decode.d7.loss_cls: 0.2873, decode.d7.loss_mask: 0.5222, decode.d7.loss_dice: 0.7850, decode.d8.loss_cls: 0.2935, decode.d8.loss_mask: 0.5211, decode.d8.loss_dice: 0.7877, loss: 18.3040 2022-04-27 00:49:20,568 - mmseg - INFO - Iter [79750/160000] lr: 7.202e-07, eta: 1 day, 0:20:59, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2885, decode.loss_mask: 0.4951, decode.loss_dice: 0.7802, decode.d0.loss_cls: 2.0559, decode.d0.loss_mask: 0.5352, decode.d0.loss_dice: 0.8944, decode.d1.loss_cls: 0.3909, decode.d1.loss_mask: 0.5148, decode.d1.loss_dice: 0.8225, decode.d2.loss_cls: 0.3301, decode.d2.loss_mask: 0.5030, decode.d2.loss_dice: 0.8025, decode.d3.loss_cls: 0.3128, decode.d3.loss_mask: 0.5003, decode.d3.loss_dice: 0.7860, decode.d4.loss_cls: 0.2966, decode.d4.loss_mask: 0.4980, decode.d4.loss_dice: 0.7907, decode.d5.loss_cls: 0.2981, decode.d5.loss_mask: 0.5001, decode.d5.loss_dice: 0.7888, decode.d6.loss_cls: 0.2942, decode.d6.loss_mask: 0.4975, decode.d6.loss_dice: 0.7851, decode.d7.loss_cls: 0.2946, decode.d7.loss_mask: 0.4964, decode.d7.loss_dice: 0.7808, decode.d8.loss_cls: 0.2884, decode.d8.loss_mask: 0.4948, decode.d8.loss_dice: 0.7825, loss: 17.8988 2022-04-27 00:50:13,781 - mmseg - INFO - Iter [79800/160000] lr: 7.197e-07, eta: 1 day, 0:20:03, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2935, decode.loss_mask: 0.5057, decode.loss_dice: 0.7827, decode.d0.loss_cls: 1.9826, decode.d0.loss_mask: 0.5553, decode.d0.loss_dice: 0.8956, decode.d1.loss_cls: 0.3824, decode.d1.loss_mask: 0.5241, decode.d1.loss_dice: 0.8289, decode.d2.loss_cls: 0.3370, decode.d2.loss_mask: 0.5154, decode.d2.loss_dice: 0.8043, decode.d3.loss_cls: 0.3083, decode.d3.loss_mask: 0.5114, decode.d3.loss_dice: 0.7885, decode.d4.loss_cls: 0.2989, decode.d4.loss_mask: 0.5096, decode.d4.loss_dice: 0.7917, decode.d5.loss_cls: 0.3015, decode.d5.loss_mask: 0.5094, decode.d5.loss_dice: 0.7918, decode.d6.loss_cls: 0.2964, decode.d6.loss_mask: 0.5072, decode.d6.loss_dice: 0.7831, decode.d7.loss_cls: 0.2900, decode.d7.loss_mask: 0.5078, decode.d7.loss_dice: 0.7806, decode.d8.loss_cls: 0.2919, decode.d8.loss_mask: 0.5068, decode.d8.loss_dice: 0.7804, loss: 17.9628 2022-04-27 00:51:07,910 - mmseg - INFO - Iter [79850/160000] lr: 7.193e-07, eta: 1 day, 0:19:08, time: 1.083, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2891, decode.loss_mask: 0.5032, decode.loss_dice: 0.7880, decode.d0.loss_cls: 2.0168, decode.d0.loss_mask: 0.5511, decode.d0.loss_dice: 0.9063, decode.d1.loss_cls: 0.3717, decode.d1.loss_mask: 0.5245, decode.d1.loss_dice: 0.8412, decode.d2.loss_cls: 0.3241, decode.d2.loss_mask: 0.5139, decode.d2.loss_dice: 0.8185, decode.d3.loss_cls: 0.3125, decode.d3.loss_mask: 0.5079, decode.d3.loss_dice: 0.7981, decode.d4.loss_cls: 0.2980, decode.d4.loss_mask: 0.5080, decode.d4.loss_dice: 0.7972, decode.d5.loss_cls: 0.2938, decode.d5.loss_mask: 0.5095, decode.d5.loss_dice: 0.8023, decode.d6.loss_cls: 0.2878, decode.d6.loss_mask: 0.5044, decode.d6.loss_dice: 0.7915, decode.d7.loss_cls: 0.2869, decode.d7.loss_mask: 0.5049, decode.d7.loss_dice: 0.7937, decode.d8.loss_cls: 0.2867, decode.d8.loss_mask: 0.5063, decode.d8.loss_dice: 0.7937, loss: 18.0315 2022-04-27 00:52:00,972 - mmseg - INFO - Iter [79900/160000] lr: 7.188e-07, eta: 1 day, 0:18:11, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2794, decode.loss_mask: 0.5100, decode.loss_dice: 0.7958, decode.d0.loss_cls: 1.9964, decode.d0.loss_mask: 0.5546, decode.d0.loss_dice: 0.9200, decode.d1.loss_cls: 0.3722, decode.d1.loss_mask: 0.5290, decode.d1.loss_dice: 0.8447, decode.d2.loss_cls: 0.3280, decode.d2.loss_mask: 0.5204, decode.d2.loss_dice: 0.8168, decode.d3.loss_cls: 0.3082, decode.d3.loss_mask: 0.5134, decode.d3.loss_dice: 0.8037, decode.d4.loss_cls: 0.2909, decode.d4.loss_mask: 0.5126, decode.d4.loss_dice: 0.7999, decode.d5.loss_cls: 0.2835, decode.d5.loss_mask: 0.5122, decode.d5.loss_dice: 0.7988, decode.d6.loss_cls: 0.2802, decode.d6.loss_mask: 0.5129, decode.d6.loss_dice: 0.7956, decode.d7.loss_cls: 0.2772, decode.d7.loss_mask: 0.5131, decode.d7.loss_dice: 0.7967, decode.d8.loss_cls: 0.2778, decode.d8.loss_mask: 0.5129, decode.d8.loss_dice: 0.7947, loss: 18.0516 2022-04-27 00:52:54,639 - mmseg - INFO - Iter [79950/160000] lr: 7.184e-07, eta: 1 day, 0:17:16, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2922, decode.loss_mask: 0.4940, decode.loss_dice: 0.7943, decode.d0.loss_cls: 2.0314, decode.d0.loss_mask: 0.5487, decode.d0.loss_dice: 0.9252, decode.d1.loss_cls: 0.3981, decode.d1.loss_mask: 0.5142, decode.d1.loss_dice: 0.8477, decode.d2.loss_cls: 0.3388, decode.d2.loss_mask: 0.5111, decode.d2.loss_dice: 0.8257, decode.d3.loss_cls: 0.3077, decode.d3.loss_mask: 0.5005, decode.d3.loss_dice: 0.8061, decode.d4.loss_cls: 0.3002, decode.d4.loss_mask: 0.4990, decode.d4.loss_dice: 0.8041, decode.d5.loss_cls: 0.2917, decode.d5.loss_mask: 0.4975, decode.d5.loss_dice: 0.8060, decode.d6.loss_cls: 0.2900, decode.d6.loss_mask: 0.4971, decode.d6.loss_dice: 0.7964, decode.d7.loss_cls: 0.2861, decode.d7.loss_mask: 0.4964, decode.d7.loss_dice: 0.7986, decode.d8.loss_cls: 0.2824, decode.d8.loss_mask: 0.4971, decode.d8.loss_dice: 0.7981, loss: 18.0764 2022-04-27 00:53:48,467 - mmseg - INFO - Saving checkpoint at 80000 iterations 2022-04-27 00:54:03,882 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 00:54:03,883 - mmseg - INFO - Iter [80000/160000] lr: 7.179e-07, eta: 1 day, 0:16:36, time: 1.385, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2871, decode.loss_mask: 0.5047, decode.loss_dice: 0.7729, decode.d0.loss_cls: 2.0239, decode.d0.loss_mask: 0.5476, decode.d0.loss_dice: 0.8981, decode.d1.loss_cls: 0.3750, decode.d1.loss_mask: 0.5209, decode.d1.loss_dice: 0.8212, decode.d2.loss_cls: 0.3308, decode.d2.loss_mask: 0.5120, decode.d2.loss_dice: 0.7986, decode.d3.loss_cls: 0.3087, decode.d3.loss_mask: 0.5067, decode.d3.loss_dice: 0.7817, decode.d4.loss_cls: 0.2969, decode.d4.loss_mask: 0.5062, decode.d4.loss_dice: 0.7834, decode.d5.loss_cls: 0.2909, decode.d5.loss_mask: 0.5052, decode.d5.loss_dice: 0.7803, decode.d6.loss_cls: 0.2897, decode.d6.loss_mask: 0.5052, decode.d6.loss_dice: 0.7731, decode.d7.loss_cls: 0.2851, decode.d7.loss_mask: 0.5048, decode.d7.loss_dice: 0.7750, decode.d8.loss_cls: 0.2832, decode.d8.loss_mask: 0.5040, decode.d8.loss_dice: 0.7721, loss: 17.8449 2022-04-27 00:55:26,705 - mmseg - INFO - per class results: 2022-04-27 00:55:26,721 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 81.75 | 87.86 | | building | 84.58 | 92.6 | | sky | 95.2 | 97.68 | | floor | 85.95 | 92.27 | | tree | 77.6 | 88.27 | | ceiling | 87.47 | 94.42 | | road | 86.17 | 93.01 | | bed | 91.92 | 97.52 | | windowpane | 66.52 | 81.75 | | grass | 70.61 | 80.83 | | cabinet | 66.21 | 78.41 | | sidewalk | 71.29 | 80.94 | | person | 86.52 | 93.62 | | earth | 43.79 | 59.4 | | door | 58.65 | 77.57 | | table | 69.32 | 81.07 | | mountain | 58.53 | 72.1 | | plant | 54.08 | 66.79 | | curtain | 75.98 | 88.23 | | chair | 67.82 | 81.65 | | car | 88.28 | 94.34 | | water | 58.28 | 70.47 | | painting | 74.98 | 91.89 | | sofa | 80.2 | 89.6 | | shelf | 49.77 | 67.1 | | house | 52.41 | 79.97 | | sea | 68.93 | 88.79 | | mirror | 81.55 | 91.0 | | rug | 73.3 | 81.54 | | field | 37.7 | 65.78 | | armchair | 56.81 | 73.08 | | seat | 71.31 | 86.67 | | fence | 54.36 | 72.92 | | desk | 53.37 | 69.99 | | rock | 56.98 | 82.0 | | wardrobe | 63.92 | 76.8 | | lamp | 77.59 | 87.62 | | bathtub | 84.74 | 88.31 | | railing | 41.13 | 62.24 | | cushion | 68.52 | 80.02 | | base | 47.85 | 70.87 | | box | 38.96 | 53.35 | | column | 54.3 | 69.31 | | signboard | 40.58 | 59.09 | | chest of drawers | 47.53 | 66.67 | | counter | 53.3 | 67.86 | | sand | 58.43 | 86.53 | | sink | 79.19 | 86.64 | | skyscraper | 40.52 | 44.33 | | fireplace | 81.65 | 92.41 | | refrigerator | 81.14 | 88.28 | | grandstand | 52.4 | 87.5 | | path | 30.57 | 42.83 | | stairs | 21.34 | 26.41 | | runway | 70.59 | 89.31 | | case | 66.14 | 86.09 | | pool table | 94.96 | 97.56 | | pillow | 60.63 | 70.66 | | screen door | 58.33 | 64.81 | | stairway | 42.12 | 72.04 | | river | 15.87 | 37.74 | | bridge | 71.93 | 89.77 | | bookcase | 48.08 | 63.12 | | blind | 38.57 | 44.63 | | coffee table | 68.32 | 87.58 | | toilet | 89.95 | 92.74 | | flower | 41.41 | 65.87 | | book | 55.83 | 76.11 | | hill | 6.22 | 8.83 | | bench | 61.83 | 77.01 | | countertop | 67.65 | 80.39 | | stove | 82.82 | 88.83 | | palm | 59.57 | 83.16 | | kitchen island | 49.45 | 81.13 | | computer | 84.16 | 90.83 | | swivel chair | 53.85 | 74.44 | | boat | 79.37 | 92.3 | | bar | 63.18 | 74.36 | | arcade machine | 74.54 | 85.65 | | hovel | 14.85 | 15.12 | | bus | 93.54 | 96.56 | | towel | 79.31 | 86.26 | | light | 64.02 | 79.64 | | truck | 50.55 | 73.33 | | tower | 21.55 | 38.98 | | chandelier | 73.33 | 84.15 | | awning | 38.04 | 49.44 | | streetlight | 45.4 | 62.8 | | booth | 35.45 | 80.65 | | television receiver | 79.57 | 93.27 | | airplane | 70.69 | 76.44 | | dirt track | 10.66 | 56.36 | | apparel | 40.92 | 55.12 | | pole | 39.26 | 63.19 | | land | 0.46 | 0.78 | | bannister | 20.63 | 33.6 | | escalator | 57.04 | 77.09 | | ottoman | 53.6 | 74.34 | | bottle | 46.51 | 69.98 | | buffet | 54.53 | 69.68 | | poster | 22.31 | 32.85 | | stage | 24.8 | 40.66 | | van | 45.5 | 58.41 | | ship | 80.85 | 83.07 | | fountain | 36.47 | 37.33 | | conveyer belt | 64.7 | 93.88 | | canopy | 44.08 | 61.5 | | washer | 90.88 | 95.76 | | plaything | 47.33 | 76.24 | | swimming pool | 71.44 | 74.04 | | stool | 51.82 | 79.63 | | barrel | 72.5 | 79.53 | | basket | 40.92 | 57.82 | | waterfall | 52.65 | 57.83 | | tent | 93.24 | 98.1 | | bag | 25.62 | 29.97 | | minibike | 78.21 | 91.5 | | cradle | 85.6 | 97.51 | | oven | 65.41 | 82.37 | | ball | 60.85 | 69.24 | | food | 67.05 | 78.3 | | step | 20.32 | 32.03 | | tank | 48.26 | 60.92 | | trade name | 19.21 | 21.76 | | microwave | 88.98 | 94.64 | | pot | 57.45 | 69.98 | | animal | 59.51 | 60.82 | | bicycle | 58.94 | 77.28 | | lake | 57.66 | 63.62 | | dishwasher | 69.69 | 83.34 | | screen | 73.28 | 91.02 | | blanket | 28.58 | 40.13 | | sculpture | 60.84 | 88.72 | | hood | 65.19 | 77.31 | | sconce | 63.53 | 75.54 | | vase | 49.58 | 75.19 | | traffic light | 46.86 | 67.3 | | tray | 27.39 | 36.37 | | ashcan | 50.71 | 71.13 | | fan | 72.23 | 85.05 | | pier | 38.0 | 39.98 | | crt screen | 11.41 | 35.22 | | plate | 63.9 | 78.79 | | monitor | 4.47 | 5.54 | | bulletin board | 49.82 | 62.79 | | shower | 3.6 | 27.07 | | radiator | 67.71 | 79.43 | | glass | 25.76 | 28.81 | | clock | 58.84 | 78.49 | | flag | 72.29 | 80.55 | +---------------------+-------+-------+ 2022-04-27 00:55:26,721 - mmseg - INFO - Summary: 2022-04-27 00:55:26,721 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 86.05 | 57.56 | 71.36 | +-------+-------+-------+ 2022-04-27 00:55:26,728 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 00:55:26,729 - mmseg - INFO - Iter(val) [250] aAcc: 0.8605, mIoU: 0.5756, mAcc: 0.7136, IoU.wall: 0.8175, IoU.building: 0.8458, IoU.sky: 0.9520, IoU.floor: 0.8595, IoU.tree: 0.7760, IoU.ceiling: 0.8747, IoU.road: 0.8617, IoU.bed : 0.9192, IoU.windowpane: 0.6652, IoU.grass: 0.7061, IoU.cabinet: 0.6621, IoU.sidewalk: 0.7129, IoU.person: 0.8652, IoU.earth: 0.4379, IoU.door: 0.5865, IoU.table: 0.6932, IoU.mountain: 0.5853, IoU.plant: 0.5408, IoU.curtain: 0.7598, IoU.chair: 0.6782, IoU.car: 0.8828, IoU.water: 0.5828, IoU.painting: 0.7498, IoU.sofa: 0.8020, IoU.shelf: 0.4977, IoU.house: 0.5241, IoU.sea: 0.6893, IoU.mirror: 0.8155, IoU.rug: 0.7330, IoU.field: 0.3770, IoU.armchair: 0.5681, IoU.seat: 0.7131, IoU.fence: 0.5436, IoU.desk: 0.5337, IoU.rock: 0.5698, IoU.wardrobe: 0.6392, IoU.lamp: 0.7759, IoU.bathtub: 0.8474, IoU.railing: 0.4113, IoU.cushion: 0.6852, IoU.base: 0.4785, IoU.box: 0.3896, IoU.column: 0.5430, IoU.signboard: 0.4058, IoU.chest of drawers: 0.4753, IoU.counter: 0.5330, IoU.sand: 0.5843, IoU.sink: 0.7919, IoU.skyscraper: 0.4052, IoU.fireplace: 0.8165, IoU.refrigerator: 0.8114, IoU.grandstand: 0.5240, IoU.path: 0.3057, IoU.stairs: 0.2134, IoU.runway: 0.7059, IoU.case: 0.6614, IoU.pool table: 0.9496, IoU.pillow: 0.6063, IoU.screen door: 0.5833, IoU.stairway: 0.4212, IoU.river: 0.1587, IoU.bridge: 0.7193, IoU.bookcase: 0.4808, IoU.blind: 0.3857, IoU.coffee table: 0.6832, IoU.toilet: 0.8995, IoU.flower: 0.4141, IoU.book: 0.5583, IoU.hill: 0.0622, IoU.bench: 0.6183, IoU.countertop: 0.6765, IoU.stove: 0.8282, IoU.palm: 0.5957, IoU.kitchen island: 0.4945, IoU.computer: 0.8416, IoU.swivel chair: 0.5385, IoU.boat: 0.7937, IoU.bar: 0.6318, IoU.arcade machine: 0.7454, IoU.hovel: 0.1485, IoU.bus: 0.9354, IoU.towel: 0.7931, IoU.light: 0.6402, IoU.truck: 0.5055, IoU.tower: 0.2155, IoU.chandelier: 0.7333, IoU.awning: 0.3804, IoU.streetlight: 0.4540, IoU.booth: 0.3545, IoU.television receiver: 0.7957, IoU.airplane: 0.7069, IoU.dirt track: 0.1066, IoU.apparel: 0.4092, IoU.pole: 0.3926, IoU.land: 0.0046, IoU.bannister: 0.2063, IoU.escalator: 0.5704, IoU.ottoman: 0.5360, IoU.bottle: 0.4651, IoU.buffet: 0.5453, IoU.poster: 0.2231, IoU.stage: 0.2480, IoU.van: 0.4550, IoU.ship: 0.8085, IoU.fountain: 0.3647, IoU.conveyer belt: 0.6470, IoU.canopy: 0.4408, IoU.washer: 0.9088, IoU.plaything: 0.4733, IoU.swimming pool: 0.7144, IoU.stool: 0.5182, IoU.barrel: 0.7250, IoU.basket: 0.4092, IoU.waterfall: 0.5265, IoU.tent: 0.9324, IoU.bag: 0.2562, IoU.minibike: 0.7821, IoU.cradle: 0.8560, IoU.oven: 0.6541, IoU.ball: 0.6085, IoU.food: 0.6705, IoU.step: 0.2032, IoU.tank: 0.4826, IoU.trade name: 0.1921, IoU.microwave: 0.8898, IoU.pot: 0.5745, IoU.animal: 0.5951, IoU.bicycle: 0.5894, IoU.lake: 0.5766, IoU.dishwasher: 0.6969, IoU.screen: 0.7328, IoU.blanket: 0.2858, IoU.sculpture: 0.6084, IoU.hood: 0.6519, IoU.sconce: 0.6353, IoU.vase: 0.4958, IoU.traffic light: 0.4686, IoU.tray: 0.2739, IoU.ashcan: 0.5071, IoU.fan: 0.7223, IoU.pier: 0.3800, IoU.crt screen: 0.1141, IoU.plate: 0.6390, IoU.monitor: 0.0447, IoU.bulletin board: 0.4982, IoU.shower: 0.0360, IoU.radiator: 0.6771, IoU.glass: 0.2576, IoU.clock: 0.5884, IoU.flag: 0.7229, Acc.wall: 0.8786, Acc.building: 0.9260, Acc.sky: 0.9768, Acc.floor: 0.9227, Acc.tree: 0.8827, Acc.ceiling: 0.9442, Acc.road: 0.9301, Acc.bed : 0.9752, Acc.windowpane: 0.8175, Acc.grass: 0.8083, Acc.cabinet: 0.7841, Acc.sidewalk: 0.8094, Acc.person: 0.9362, Acc.earth: 0.5940, Acc.door: 0.7757, Acc.table: 0.8107, Acc.mountain: 0.7210, Acc.plant: 0.6679, Acc.curtain: 0.8823, Acc.chair: 0.8165, Acc.car: 0.9434, Acc.water: 0.7047, Acc.painting: 0.9189, Acc.sofa: 0.8960, Acc.shelf: 0.6710, Acc.house: 0.7997, Acc.sea: 0.8879, Acc.mirror: 0.9100, Acc.rug: 0.8154, Acc.field: 0.6578, Acc.armchair: 0.7308, Acc.seat: 0.8667, Acc.fence: 0.7292, Acc.desk: 0.6999, Acc.rock: 0.8200, Acc.wardrobe: 0.7680, Acc.lamp: 0.8762, Acc.bathtub: 0.8831, Acc.railing: 0.6224, Acc.cushion: 0.8002, Acc.base: 0.7087, Acc.box: 0.5335, Acc.column: 0.6931, Acc.signboard: 0.5909, Acc.chest of drawers: 0.6667, Acc.counter: 0.6786, Acc.sand: 0.8653, Acc.sink: 0.8664, Acc.skyscraper: 0.4433, Acc.fireplace: 0.9241, Acc.refrigerator: 0.8828, Acc.grandstand: 0.8750, Acc.path: 0.4283, Acc.stairs: 0.2641, Acc.runway: 0.8931, Acc.case: 0.8609, Acc.pool table: 0.9756, Acc.pillow: 0.7066, Acc.screen door: 0.6481, Acc.stairway: 0.7204, Acc.river: 0.3774, Acc.bridge: 0.8977, Acc.bookcase: 0.6312, Acc.blind: 0.4463, Acc.coffee table: 0.8758, Acc.toilet: 0.9274, Acc.flower: 0.6587, Acc.book: 0.7611, Acc.hill: 0.0883, Acc.bench: 0.7701, Acc.countertop: 0.8039, Acc.stove: 0.8883, Acc.palm: 0.8316, Acc.kitchen island: 0.8113, Acc.computer: 0.9083, Acc.swivel chair: 0.7444, Acc.boat: 0.9230, Acc.bar: 0.7436, Acc.arcade machine: 0.8565, Acc.hovel: 0.1512, Acc.bus: 0.9656, Acc.towel: 0.8626, Acc.light: 0.7964, Acc.truck: 0.7333, Acc.tower: 0.3898, Acc.chandelier: 0.8415, Acc.awning: 0.4944, Acc.streetlight: 0.6280, Acc.booth: 0.8065, Acc.television receiver: 0.9327, Acc.airplane: 0.7644, Acc.dirt track: 0.5636, Acc.apparel: 0.5512, Acc.pole: 0.6319, Acc.land: 0.0078, Acc.bannister: 0.3360, Acc.escalator: 0.7709, Acc.ottoman: 0.7434, Acc.bottle: 0.6998, Acc.buffet: 0.6968, Acc.poster: 0.3285, Acc.stage: 0.4066, Acc.van: 0.5841, Acc.ship: 0.8307, Acc.fountain: 0.3733, Acc.conveyer belt: 0.9388, Acc.canopy: 0.6150, Acc.washer: 0.9576, Acc.plaything: 0.7624, Acc.swimming pool: 0.7404, Acc.stool: 0.7963, Acc.barrel: 0.7953, Acc.basket: 0.5782, Acc.waterfall: 0.5783, Acc.tent: 0.9810, Acc.bag: 0.2997, Acc.minibike: 0.9150, Acc.cradle: 0.9751, Acc.oven: 0.8237, Acc.ball: 0.6924, Acc.food: 0.7830, Acc.step: 0.3203, Acc.tank: 0.6092, Acc.trade name: 0.2176, Acc.microwave: 0.9464, Acc.pot: 0.6998, Acc.animal: 0.6082, Acc.bicycle: 0.7728, Acc.lake: 0.6362, Acc.dishwasher: 0.8334, Acc.screen: 0.9102, Acc.blanket: 0.4013, Acc.sculpture: 0.8872, Acc.hood: 0.7731, Acc.sconce: 0.7554, Acc.vase: 0.7519, Acc.traffic light: 0.6730, Acc.tray: 0.3637, Acc.ashcan: 0.7113, Acc.fan: 0.8505, Acc.pier: 0.3998, Acc.crt screen: 0.3522, Acc.plate: 0.7879, Acc.monitor: 0.0554, Acc.bulletin board: 0.6279, Acc.shower: 0.2707, Acc.radiator: 0.7943, Acc.glass: 0.2881, Acc.clock: 0.7849, Acc.flag: 0.8055 2022-04-27 00:56:20,484 - mmseg - INFO - Iter [80050/160000] lr: 7.175e-07, eta: 1 day, 0:17:03, time: 2.732, data_time: 1.671, memory: 64049, decode.loss_cls: 0.2994, decode.loss_mask: 0.4815, decode.loss_dice: 0.7680, decode.d0.loss_cls: 2.0629, decode.d0.loss_mask: 0.5277, decode.d0.loss_dice: 0.8990, decode.d1.loss_cls: 0.3974, decode.d1.loss_mask: 0.5008, decode.d1.loss_dice: 0.8188, decode.d2.loss_cls: 0.3509, decode.d2.loss_mask: 0.4903, decode.d2.loss_dice: 0.7931, decode.d3.loss_cls: 0.3264, decode.d3.loss_mask: 0.4859, decode.d3.loss_dice: 0.7800, decode.d4.loss_cls: 0.3129, decode.d4.loss_mask: 0.4860, decode.d4.loss_dice: 0.7799, decode.d5.loss_cls: 0.3110, decode.d5.loss_mask: 0.4836, decode.d5.loss_dice: 0.7747, decode.d6.loss_cls: 0.2993, decode.d6.loss_mask: 0.4845, decode.d6.loss_dice: 0.7679, decode.d7.loss_cls: 0.2979, decode.d7.loss_mask: 0.4824, decode.d7.loss_dice: 0.7645, decode.d8.loss_cls: 0.3024, decode.d8.loss_mask: 0.4831, decode.d8.loss_dice: 0.7648, loss: 17.7771 2022-04-27 00:57:13,399 - mmseg - INFO - Iter [80100/160000] lr: 7.170e-07, eta: 1 day, 0:16:07, time: 1.056, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2743, decode.loss_mask: 0.4772, decode.loss_dice: 0.7534, decode.d0.loss_cls: 2.0324, decode.d0.loss_mask: 0.5170, decode.d0.loss_dice: 0.8759, decode.d1.loss_cls: 0.3732, decode.d1.loss_mask: 0.4951, decode.d1.loss_dice: 0.8012, decode.d2.loss_cls: 0.3157, decode.d2.loss_mask: 0.4861, decode.d2.loss_dice: 0.7772, decode.d3.loss_cls: 0.2978, decode.d3.loss_mask: 0.4780, decode.d3.loss_dice: 0.7648, decode.d4.loss_cls: 0.2912, decode.d4.loss_mask: 0.4782, decode.d4.loss_dice: 0.7650, decode.d5.loss_cls: 0.2882, decode.d5.loss_mask: 0.4766, decode.d5.loss_dice: 0.7589, decode.d6.loss_cls: 0.2717, decode.d6.loss_mask: 0.4778, decode.d6.loss_dice: 0.7550, decode.d7.loss_cls: 0.2769, decode.d7.loss_mask: 0.4791, decode.d7.loss_dice: 0.7558, decode.d8.loss_cls: 0.2691, decode.d8.loss_mask: 0.4776, decode.d8.loss_dice: 0.7581, loss: 17.2983 2022-04-27 00:58:06,597 - mmseg - INFO - Iter [80150/160000] lr: 7.166e-07, eta: 1 day, 0:15:10, time: 1.064, data_time: 0.017, memory: 64049, decode.loss_cls: 0.3184, decode.loss_mask: 0.4993, decode.loss_dice: 0.7819, decode.d0.loss_cls: 2.0492, decode.d0.loss_mask: 0.5488, decode.d0.loss_dice: 0.9095, decode.d1.loss_cls: 0.4107, decode.d1.loss_mask: 0.5191, decode.d1.loss_dice: 0.8378, decode.d2.loss_cls: 0.3692, decode.d2.loss_mask: 0.5074, decode.d2.loss_dice: 0.8106, decode.d3.loss_cls: 0.3492, decode.d3.loss_mask: 0.5022, decode.d3.loss_dice: 0.7932, decode.d4.loss_cls: 0.3376, decode.d4.loss_mask: 0.5028, decode.d4.loss_dice: 0.7934, decode.d5.loss_cls: 0.3319, decode.d5.loss_mask: 0.5008, decode.d5.loss_dice: 0.7867, decode.d6.loss_cls: 0.3266, decode.d6.loss_mask: 0.4987, decode.d6.loss_dice: 0.7853, decode.d7.loss_cls: 0.3194, decode.d7.loss_mask: 0.4985, decode.d7.loss_dice: 0.7856, decode.d8.loss_cls: 0.3192, decode.d8.loss_mask: 0.4982, decode.d8.loss_dice: 0.7851, loss: 18.2761 2022-04-27 00:59:00,078 - mmseg - INFO - Iter [80200/160000] lr: 7.161e-07, eta: 1 day, 0:14:15, time: 1.070, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2951, decode.loss_mask: 0.5044, decode.loss_dice: 0.7700, decode.d0.loss_cls: 2.0350, decode.d0.loss_mask: 0.5517, decode.d0.loss_dice: 0.8831, decode.d1.loss_cls: 0.3902, decode.d1.loss_mask: 0.5248, decode.d1.loss_dice: 0.8133, decode.d2.loss_cls: 0.3355, decode.d2.loss_mask: 0.5162, decode.d2.loss_dice: 0.7946, decode.d3.loss_cls: 0.3182, decode.d3.loss_mask: 0.5122, decode.d3.loss_dice: 0.7752, decode.d4.loss_cls: 0.3074, decode.d4.loss_mask: 0.5098, decode.d4.loss_dice: 0.7758, decode.d5.loss_cls: 0.3025, decode.d5.loss_mask: 0.5090, decode.d5.loss_dice: 0.7775, decode.d6.loss_cls: 0.3002, decode.d6.loss_mask: 0.5068, decode.d6.loss_dice: 0.7633, decode.d7.loss_cls: 0.2986, decode.d7.loss_mask: 0.5058, decode.d7.loss_dice: 0.7691, decode.d8.loss_cls: 0.2918, decode.d8.loss_mask: 0.5064, decode.d8.loss_dice: 0.7729, loss: 17.9166 2022-04-27 00:59:54,396 - mmseg - INFO - Iter [80250/160000] lr: 7.157e-07, eta: 1 day, 0:13:20, time: 1.088, data_time: 0.017, memory: 64049, decode.loss_cls: 0.3039, decode.loss_mask: 0.4744, decode.loss_dice: 0.7702, decode.d0.loss_cls: 2.0407, decode.d0.loss_mask: 0.5312, decode.d0.loss_dice: 0.8947, decode.d1.loss_cls: 0.4037, decode.d1.loss_mask: 0.4926, decode.d1.loss_dice: 0.8220, decode.d2.loss_cls: 0.3512, decode.d2.loss_mask: 0.4815, decode.d2.loss_dice: 0.7923, decode.d3.loss_cls: 0.3287, decode.d3.loss_mask: 0.4781, decode.d3.loss_dice: 0.7780, decode.d4.loss_cls: 0.3145, decode.d4.loss_mask: 0.4771, decode.d4.loss_dice: 0.7772, decode.d5.loss_cls: 0.3114, decode.d5.loss_mask: 0.4767, decode.d5.loss_dice: 0.7784, decode.d6.loss_cls: 0.3083, decode.d6.loss_mask: 0.4753, decode.d6.loss_dice: 0.7752, decode.d7.loss_cls: 0.3087, decode.d7.loss_mask: 0.4742, decode.d7.loss_dice: 0.7699, decode.d8.loss_cls: 0.2986, decode.d8.loss_mask: 0.4748, decode.d8.loss_dice: 0.7697, loss: 17.7334 2022-04-27 01:00:48,278 - mmseg - INFO - Iter [80300/160000] lr: 7.152e-07, eta: 1 day, 0:12:24, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2971, decode.loss_mask: 0.4930, decode.loss_dice: 0.7724, decode.d0.loss_cls: 2.0772, decode.d0.loss_mask: 0.5422, decode.d0.loss_dice: 0.8988, decode.d1.loss_cls: 0.3746, decode.d1.loss_mask: 0.5091, decode.d1.loss_dice: 0.8175, decode.d2.loss_cls: 0.3314, decode.d2.loss_mask: 0.5019, decode.d2.loss_dice: 0.7973, decode.d3.loss_cls: 0.3061, decode.d3.loss_mask: 0.4975, decode.d3.loss_dice: 0.7883, decode.d4.loss_cls: 0.3122, decode.d4.loss_mask: 0.4936, decode.d4.loss_dice: 0.7809, decode.d5.loss_cls: 0.2993, decode.d5.loss_mask: 0.4949, decode.d5.loss_dice: 0.7769, decode.d6.loss_cls: 0.2968, decode.d6.loss_mask: 0.4902, decode.d6.loss_dice: 0.7713, decode.d7.loss_cls: 0.2921, decode.d7.loss_mask: 0.4914, decode.d7.loss_dice: 0.7731, decode.d8.loss_cls: 0.2912, decode.d8.loss_mask: 0.4905, decode.d8.loss_dice: 0.7732, loss: 17.8319 2022-04-27 01:01:40,765 - mmseg - INFO - Iter [80350/160000] lr: 7.148e-07, eta: 1 day, 0:11:27, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2710, decode.loss_mask: 0.5177, decode.loss_dice: 0.8028, decode.d0.loss_cls: 2.0022, decode.d0.loss_mask: 0.5631, decode.d0.loss_dice: 0.9172, decode.d1.loss_cls: 0.3895, decode.d1.loss_mask: 0.5342, decode.d1.loss_dice: 0.8414, decode.d2.loss_cls: 0.3200, decode.d2.loss_mask: 0.5247, decode.d2.loss_dice: 0.8232, decode.d3.loss_cls: 0.3071, decode.d3.loss_mask: 0.5200, decode.d3.loss_dice: 0.8053, decode.d4.loss_cls: 0.2875, decode.d4.loss_mask: 0.5193, decode.d4.loss_dice: 0.8073, decode.d5.loss_cls: 0.2772, decode.d5.loss_mask: 0.5199, decode.d5.loss_dice: 0.8040, decode.d6.loss_cls: 0.2761, decode.d6.loss_mask: 0.5177, decode.d6.loss_dice: 0.7978, decode.d7.loss_cls: 0.2707, decode.d7.loss_mask: 0.5179, decode.d7.loss_dice: 0.8043, decode.d8.loss_cls: 0.2689, decode.d8.loss_mask: 0.5177, decode.d8.loss_dice: 0.8050, loss: 18.1306 2022-04-27 01:02:34,880 - mmseg - INFO - Iter [80400/160000] lr: 7.143e-07, eta: 1 day, 0:10:32, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3220, decode.loss_mask: 0.4896, decode.loss_dice: 0.7816, decode.d0.loss_cls: 2.0904, decode.d0.loss_mask: 0.5407, decode.d0.loss_dice: 0.9032, decode.d1.loss_cls: 0.4266, decode.d1.loss_mask: 0.5087, decode.d1.loss_dice: 0.8351, decode.d2.loss_cls: 0.3748, decode.d2.loss_mask: 0.5001, decode.d2.loss_dice: 0.8045, decode.d3.loss_cls: 0.3461, decode.d3.loss_mask: 0.4976, decode.d3.loss_dice: 0.7873, decode.d4.loss_cls: 0.3457, decode.d4.loss_mask: 0.4939, decode.d4.loss_dice: 0.7872, decode.d5.loss_cls: 0.3326, decode.d5.loss_mask: 0.4941, decode.d5.loss_dice: 0.7862, decode.d6.loss_cls: 0.3236, decode.d6.loss_mask: 0.4921, decode.d6.loss_dice: 0.7834, decode.d7.loss_cls: 0.3195, decode.d7.loss_mask: 0.4910, decode.d7.loss_dice: 0.7857, decode.d8.loss_cls: 0.3163, decode.d8.loss_mask: 0.4905, decode.d8.loss_dice: 0.7816, loss: 18.2318 2022-04-27 01:03:28,311 - mmseg - INFO - Iter [80450/160000] lr: 7.139e-07, eta: 1 day, 0:09:36, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2966, decode.loss_mask: 0.5031, decode.loss_dice: 0.7942, decode.d0.loss_cls: 1.9632, decode.d0.loss_mask: 0.5504, decode.d0.loss_dice: 0.9098, decode.d1.loss_cls: 0.4035, decode.d1.loss_mask: 0.5186, decode.d1.loss_dice: 0.8420, decode.d2.loss_cls: 0.3343, decode.d2.loss_mask: 0.5106, decode.d2.loss_dice: 0.8199, decode.d3.loss_cls: 0.3153, decode.d3.loss_mask: 0.5037, decode.d3.loss_dice: 0.8003, decode.d4.loss_cls: 0.3067, decode.d4.loss_mask: 0.5019, decode.d4.loss_dice: 0.7986, decode.d5.loss_cls: 0.3030, decode.d5.loss_mask: 0.5001, decode.d5.loss_dice: 0.7952, decode.d6.loss_cls: 0.2948, decode.d6.loss_mask: 0.5018, decode.d6.loss_dice: 0.7975, decode.d7.loss_cls: 0.2946, decode.d7.loss_mask: 0.5008, decode.d7.loss_dice: 0.7936, decode.d8.loss_cls: 0.2872, decode.d8.loss_mask: 0.5020, decode.d8.loss_dice: 0.7921, loss: 18.0354 2022-04-27 01:04:21,839 - mmseg - INFO - Iter [80500/160000] lr: 7.134e-07, eta: 1 day, 0:08:40, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3154, decode.loss_mask: 0.4913, decode.loss_dice: 0.7922, decode.d0.loss_cls: 2.1011, decode.d0.loss_mask: 0.5313, decode.d0.loss_dice: 0.9247, decode.d1.loss_cls: 0.4275, decode.d1.loss_mask: 0.5087, decode.d1.loss_dice: 0.8391, decode.d2.loss_cls: 0.3687, decode.d2.loss_mask: 0.4979, decode.d2.loss_dice: 0.8097, decode.d3.loss_cls: 0.3324, decode.d3.loss_mask: 0.4910, decode.d3.loss_dice: 0.8024, decode.d4.loss_cls: 0.3212, decode.d4.loss_mask: 0.4911, decode.d4.loss_dice: 0.7981, decode.d5.loss_cls: 0.3229, decode.d5.loss_mask: 0.4893, decode.d5.loss_dice: 0.7963, decode.d6.loss_cls: 0.3101, decode.d6.loss_mask: 0.4913, decode.d6.loss_dice: 0.7917, decode.d7.loss_cls: 0.3148, decode.d7.loss_mask: 0.4893, decode.d7.loss_dice: 0.7940, decode.d8.loss_cls: 0.3088, decode.d8.loss_mask: 0.4903, decode.d8.loss_dice: 0.7912, loss: 18.2338 2022-04-27 01:05:15,295 - mmseg - INFO - Iter [80550/160000] lr: 7.130e-07, eta: 1 day, 0:07:45, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2904, decode.loss_mask: 0.5035, decode.loss_dice: 0.7833, decode.d0.loss_cls: 2.0692, decode.d0.loss_mask: 0.5503, decode.d0.loss_dice: 0.9064, decode.d1.loss_cls: 0.3877, decode.d1.loss_mask: 0.5247, decode.d1.loss_dice: 0.8330, decode.d2.loss_cls: 0.3436, decode.d2.loss_mask: 0.5105, decode.d2.loss_dice: 0.8026, decode.d3.loss_cls: 0.3140, decode.d3.loss_mask: 0.5054, decode.d3.loss_dice: 0.7883, decode.d4.loss_cls: 0.3008, decode.d4.loss_mask: 0.5077, decode.d4.loss_dice: 0.7830, decode.d5.loss_cls: 0.3042, decode.d5.loss_mask: 0.5054, decode.d5.loss_dice: 0.7870, decode.d6.loss_cls: 0.2898, decode.d6.loss_mask: 0.5044, decode.d6.loss_dice: 0.7860, decode.d7.loss_cls: 0.2821, decode.d7.loss_mask: 0.5029, decode.d7.loss_dice: 0.7876, decode.d8.loss_cls: 0.2920, decode.d8.loss_mask: 0.5024, decode.d8.loss_dice: 0.7846, loss: 18.0328 2022-04-27 01:06:09,393 - mmseg - INFO - Iter [80600/160000] lr: 7.125e-07, eta: 1 day, 0:06:49, time: 1.084, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2512, decode.loss_mask: 0.4974, decode.loss_dice: 0.7537, decode.d0.loss_cls: 1.9742, decode.d0.loss_mask: 0.5423, decode.d0.loss_dice: 0.8740, decode.d1.loss_cls: 0.3417, decode.d1.loss_mask: 0.5136, decode.d1.loss_dice: 0.7956, decode.d2.loss_cls: 0.2946, decode.d2.loss_mask: 0.5056, decode.d2.loss_dice: 0.7770, decode.d3.loss_cls: 0.2755, decode.d3.loss_mask: 0.4998, decode.d3.loss_dice: 0.7587, decode.d4.loss_cls: 0.2692, decode.d4.loss_mask: 0.4984, decode.d4.loss_dice: 0.7573, decode.d5.loss_cls: 0.2621, decode.d5.loss_mask: 0.4987, decode.d5.loss_dice: 0.7561, decode.d6.loss_cls: 0.2560, decode.d6.loss_mask: 0.4982, decode.d6.loss_dice: 0.7561, decode.d7.loss_cls: 0.2623, decode.d7.loss_mask: 0.4963, decode.d7.loss_dice: 0.7522, decode.d8.loss_cls: 0.2507, decode.d8.loss_mask: 0.4978, decode.d8.loss_dice: 0.7563, loss: 17.2227 2022-04-27 01:07:03,547 - mmseg - INFO - Iter [80650/160000] lr: 7.121e-07, eta: 1 day, 0:05:54, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2770, decode.loss_mask: 0.5223, decode.loss_dice: 0.7902, decode.d0.loss_cls: 1.9597, decode.d0.loss_mask: 0.5690, decode.d0.loss_dice: 0.8957, decode.d1.loss_cls: 0.3862, decode.d1.loss_mask: 0.5401, decode.d1.loss_dice: 0.8314, decode.d2.loss_cls: 0.3283, decode.d2.loss_mask: 0.5318, decode.d2.loss_dice: 0.8092, decode.d3.loss_cls: 0.3018, decode.d3.loss_mask: 0.5261, decode.d3.loss_dice: 0.7947, decode.d4.loss_cls: 0.2949, decode.d4.loss_mask: 0.5266, decode.d4.loss_dice: 0.7912, decode.d5.loss_cls: 0.2898, decode.d5.loss_mask: 0.5233, decode.d5.loss_dice: 0.7866, decode.d6.loss_cls: 0.2834, decode.d6.loss_mask: 0.5239, decode.d6.loss_dice: 0.7857, decode.d7.loss_cls: 0.2771, decode.d7.loss_mask: 0.5242, decode.d7.loss_dice: 0.7868, decode.d8.loss_cls: 0.2749, decode.d8.loss_mask: 0.5209, decode.d8.loss_dice: 0.7865, loss: 18.0393 2022-04-27 01:07:58,090 - mmseg - INFO - Iter [80700/160000] lr: 7.116e-07, eta: 1 day, 0:04:59, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2779, decode.loss_mask: 0.4961, decode.loss_dice: 0.7670, decode.d0.loss_cls: 2.0421, decode.d0.loss_mask: 0.5428, decode.d0.loss_dice: 0.8969, decode.d1.loss_cls: 0.3912, decode.d1.loss_mask: 0.5113, decode.d1.loss_dice: 0.8153, decode.d2.loss_cls: 0.3343, decode.d2.loss_mask: 0.5049, decode.d2.loss_dice: 0.7914, decode.d3.loss_cls: 0.3010, decode.d3.loss_mask: 0.5011, decode.d3.loss_dice: 0.7776, decode.d4.loss_cls: 0.2978, decode.d4.loss_mask: 0.4990, decode.d4.loss_dice: 0.7735, decode.d5.loss_cls: 0.2883, decode.d5.loss_mask: 0.5000, decode.d5.loss_dice: 0.7769, decode.d6.loss_cls: 0.2901, decode.d6.loss_mask: 0.4957, decode.d6.loss_dice: 0.7670, decode.d7.loss_cls: 0.2811, decode.d7.loss_mask: 0.4985, decode.d7.loss_dice: 0.7712, decode.d8.loss_cls: 0.2793, decode.d8.loss_mask: 0.4985, decode.d8.loss_dice: 0.7707, loss: 17.7385 2022-04-27 01:08:52,052 - mmseg - INFO - Iter [80750/160000] lr: 7.112e-07, eta: 1 day, 0:04:04, time: 1.079, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2917, decode.loss_mask: 0.5128, decode.loss_dice: 0.7672, decode.d0.loss_cls: 2.0297, decode.d0.loss_mask: 0.5579, decode.d0.loss_dice: 0.8853, decode.d1.loss_cls: 0.3787, decode.d1.loss_mask: 0.5326, decode.d1.loss_dice: 0.8147, decode.d2.loss_cls: 0.3363, decode.d2.loss_mask: 0.5229, decode.d2.loss_dice: 0.7927, decode.d3.loss_cls: 0.3167, decode.d3.loss_mask: 0.5168, decode.d3.loss_dice: 0.7735, decode.d4.loss_cls: 0.3061, decode.d4.loss_mask: 0.5144, decode.d4.loss_dice: 0.7735, decode.d5.loss_cls: 0.2986, decode.d5.loss_mask: 0.5145, decode.d5.loss_dice: 0.7724, decode.d6.loss_cls: 0.2904, decode.d6.loss_mask: 0.5145, decode.d6.loss_dice: 0.7630, decode.d7.loss_cls: 0.2933, decode.d7.loss_mask: 0.5115, decode.d7.loss_dice: 0.7611, decode.d8.loss_cls: 0.2968, decode.d8.loss_mask: 0.5123, decode.d8.loss_dice: 0.7652, loss: 17.9169 2022-04-27 01:09:46,459 - mmseg - INFO - Iter [80800/160000] lr: 7.107e-07, eta: 1 day, 0:03:09, time: 1.088, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2689, decode.loss_mask: 0.4968, decode.loss_dice: 0.7695, decode.d0.loss_cls: 2.0259, decode.d0.loss_mask: 0.5475, decode.d0.loss_dice: 0.8866, decode.d1.loss_cls: 0.3774, decode.d1.loss_mask: 0.5167, decode.d1.loss_dice: 0.8174, decode.d2.loss_cls: 0.3250, decode.d2.loss_mask: 0.5066, decode.d2.loss_dice: 0.7927, decode.d3.loss_cls: 0.2951, decode.d3.loss_mask: 0.5019, decode.d3.loss_dice: 0.7783, decode.d4.loss_cls: 0.2826, decode.d4.loss_mask: 0.5021, decode.d4.loss_dice: 0.7756, decode.d5.loss_cls: 0.2766, decode.d5.loss_mask: 0.4992, decode.d5.loss_dice: 0.7775, decode.d6.loss_cls: 0.2753, decode.d6.loss_mask: 0.5002, decode.d6.loss_dice: 0.7696, decode.d7.loss_cls: 0.2739, decode.d7.loss_mask: 0.4975, decode.d7.loss_dice: 0.7691, decode.d8.loss_cls: 0.2736, decode.d8.loss_mask: 0.4956, decode.d8.loss_dice: 0.7673, loss: 17.6416 2022-04-27 01:10:42,727 - mmseg - INFO - Iter [80850/160000] lr: 7.103e-07, eta: 1 day, 0:02:16, time: 1.125, data_time: 0.067, memory: 64049, decode.loss_cls: 0.2578, decode.loss_mask: 0.4853, decode.loss_dice: 0.7453, decode.d0.loss_cls: 1.9968, decode.d0.loss_mask: 0.5328, decode.d0.loss_dice: 0.8606, decode.d1.loss_cls: 0.3568, decode.d1.loss_mask: 0.5081, decode.d1.loss_dice: 0.7841, decode.d2.loss_cls: 0.3017, decode.d2.loss_mask: 0.4975, decode.d2.loss_dice: 0.7664, decode.d3.loss_cls: 0.2745, decode.d3.loss_mask: 0.4936, decode.d3.loss_dice: 0.7505, decode.d4.loss_cls: 0.2684, decode.d4.loss_mask: 0.4914, decode.d4.loss_dice: 0.7521, decode.d5.loss_cls: 0.2637, decode.d5.loss_mask: 0.4909, decode.d5.loss_dice: 0.7469, decode.d6.loss_cls: 0.2572, decode.d6.loss_mask: 0.4877, decode.d6.loss_dice: 0.7417, decode.d7.loss_cls: 0.2536, decode.d7.loss_mask: 0.4864, decode.d7.loss_dice: 0.7468, decode.d8.loss_cls: 0.2560, decode.d8.loss_mask: 0.4873, decode.d8.loss_dice: 0.7460, loss: 17.0878 2022-04-27 01:11:36,217 - mmseg - INFO - Iter [80900/160000] lr: 7.098e-07, eta: 1 day, 0:01:20, time: 1.068, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2773, decode.loss_mask: 0.5142, decode.loss_dice: 0.7802, decode.d0.loss_cls: 2.0027, decode.d0.loss_mask: 0.5644, decode.d0.loss_dice: 0.8994, decode.d1.loss_cls: 0.3848, decode.d1.loss_mask: 0.5335, decode.d1.loss_dice: 0.8232, decode.d2.loss_cls: 0.3295, decode.d2.loss_mask: 0.5218, decode.d2.loss_dice: 0.8070, decode.d3.loss_cls: 0.3034, decode.d3.loss_mask: 0.5158, decode.d3.loss_dice: 0.7932, decode.d4.loss_cls: 0.3040, decode.d4.loss_mask: 0.5146, decode.d4.loss_dice: 0.7941, decode.d5.loss_cls: 0.2883, decode.d5.loss_mask: 0.5147, decode.d5.loss_dice: 0.7933, decode.d6.loss_cls: 0.2864, decode.d6.loss_mask: 0.5138, decode.d6.loss_dice: 0.7876, decode.d7.loss_cls: 0.2817, decode.d7.loss_mask: 0.5123, decode.d7.loss_dice: 0.7881, decode.d8.loss_cls: 0.2831, decode.d8.loss_mask: 0.5134, decode.d8.loss_dice: 0.7852, loss: 18.0111 2022-04-27 01:12:29,088 - mmseg - INFO - Iter [80950/160000] lr: 7.094e-07, eta: 1 day, 0:00:24, time: 1.059, data_time: 0.016, memory: 64049, decode.loss_cls: 0.3016, decode.loss_mask: 0.4856, decode.loss_dice: 0.7503, decode.d0.loss_cls: 2.0266, decode.d0.loss_mask: 0.5363, decode.d0.loss_dice: 0.8842, decode.d1.loss_cls: 0.4042, decode.d1.loss_mask: 0.5038, decode.d1.loss_dice: 0.8102, decode.d2.loss_cls: 0.3479, decode.d2.loss_mask: 0.4942, decode.d2.loss_dice: 0.7764, decode.d3.loss_cls: 0.3215, decode.d3.loss_mask: 0.4858, decode.d3.loss_dice: 0.7650, decode.d4.loss_cls: 0.3178, decode.d4.loss_mask: 0.4845, decode.d4.loss_dice: 0.7582, decode.d5.loss_cls: 0.3074, decode.d5.loss_mask: 0.4834, decode.d5.loss_dice: 0.7575, decode.d6.loss_cls: 0.3096, decode.d6.loss_mask: 0.4842, decode.d6.loss_dice: 0.7543, decode.d7.loss_cls: 0.3000, decode.d7.loss_mask: 0.4841, decode.d7.loss_dice: 0.7528, decode.d8.loss_cls: 0.2932, decode.d8.loss_mask: 0.4864, decode.d8.loss_dice: 0.7538, loss: 17.6208 2022-04-27 01:13:22,803 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 01:13:22,805 - mmseg - INFO - Iter [81000/160000] lr: 7.089e-07, eta: 23:59:28, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2956, decode.loss_mask: 0.4913, decode.loss_dice: 0.7795, decode.d0.loss_cls: 2.0319, decode.d0.loss_mask: 0.5384, decode.d0.loss_dice: 0.8870, decode.d1.loss_cls: 0.4036, decode.d1.loss_mask: 0.5101, decode.d1.loss_dice: 0.8220, decode.d2.loss_cls: 0.3577, decode.d2.loss_mask: 0.5031, decode.d2.loss_dice: 0.7990, decode.d3.loss_cls: 0.3306, decode.d3.loss_mask: 0.4968, decode.d3.loss_dice: 0.7827, decode.d4.loss_cls: 0.3204, decode.d4.loss_mask: 0.4942, decode.d4.loss_dice: 0.7800, decode.d5.loss_cls: 0.3126, decode.d5.loss_mask: 0.4932, decode.d5.loss_dice: 0.7816, decode.d6.loss_cls: 0.3106, decode.d6.loss_mask: 0.4902, decode.d6.loss_dice: 0.7763, decode.d7.loss_cls: 0.3079, decode.d7.loss_mask: 0.4894, decode.d7.loss_dice: 0.7810, decode.d8.loss_cls: 0.3007, decode.d8.loss_mask: 0.4897, decode.d8.loss_dice: 0.7814, loss: 17.9384 2022-04-27 01:14:15,798 - mmseg - INFO - Iter [81050/160000] lr: 7.085e-07, eta: 23:58:32, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2919, decode.loss_mask: 0.4757, decode.loss_dice: 0.7593, decode.d0.loss_cls: 2.0280, decode.d0.loss_mask: 0.5215, decode.d0.loss_dice: 0.8829, decode.d1.loss_cls: 0.3845, decode.d1.loss_mask: 0.4964, decode.d1.loss_dice: 0.8052, decode.d2.loss_cls: 0.3368, decode.d2.loss_mask: 0.4854, decode.d2.loss_dice: 0.7809, decode.d3.loss_cls: 0.3170, decode.d3.loss_mask: 0.4811, decode.d3.loss_dice: 0.7629, decode.d4.loss_cls: 0.3065, decode.d4.loss_mask: 0.4767, decode.d4.loss_dice: 0.7625, decode.d5.loss_cls: 0.3035, decode.d5.loss_mask: 0.4763, decode.d5.loss_dice: 0.7611, decode.d6.loss_cls: 0.3005, decode.d6.loss_mask: 0.4740, decode.d6.loss_dice: 0.7602, decode.d7.loss_cls: 0.2937, decode.d7.loss_mask: 0.4756, decode.d7.loss_dice: 0.7555, decode.d8.loss_cls: 0.2894, decode.d8.loss_mask: 0.4764, decode.d8.loss_dice: 0.7586, loss: 17.4799 2022-04-27 01:15:08,580 - mmseg - INFO - Iter [81100/160000] lr: 7.080e-07, eta: 23:57:35, time: 1.056, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2953, decode.loss_mask: 0.5281, decode.loss_dice: 0.8083, decode.d0.loss_cls: 1.9858, decode.d0.loss_mask: 0.5775, decode.d0.loss_dice: 0.9324, decode.d1.loss_cls: 0.3749, decode.d1.loss_mask: 0.5450, decode.d1.loss_dice: 0.8598, decode.d2.loss_cls: 0.3430, decode.d2.loss_mask: 0.5386, decode.d2.loss_dice: 0.8329, decode.d3.loss_cls: 0.3177, decode.d3.loss_mask: 0.5330, decode.d3.loss_dice: 0.8114, decode.d4.loss_cls: 0.3032, decode.d4.loss_mask: 0.5305, decode.d4.loss_dice: 0.8134, decode.d5.loss_cls: 0.2935, decode.d5.loss_mask: 0.5315, decode.d5.loss_dice: 0.8109, decode.d6.loss_cls: 0.2948, decode.d6.loss_mask: 0.5283, decode.d6.loss_dice: 0.8045, decode.d7.loss_cls: 0.2913, decode.d7.loss_mask: 0.5299, decode.d7.loss_dice: 0.8078, decode.d8.loss_cls: 0.2977, decode.d8.loss_mask: 0.5283, decode.d8.loss_dice: 0.8083, loss: 18.4579 2022-04-27 01:16:01,309 - mmseg - INFO - Iter [81150/160000] lr: 7.076e-07, eta: 23:56:39, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2787, decode.loss_mask: 0.4988, decode.loss_dice: 0.7574, decode.d0.loss_cls: 2.0341, decode.d0.loss_mask: 0.5508, decode.d0.loss_dice: 0.8889, decode.d1.loss_cls: 0.3786, decode.d1.loss_mask: 0.5230, decode.d1.loss_dice: 0.8109, decode.d2.loss_cls: 0.3299, decode.d2.loss_mask: 0.5068, decode.d2.loss_dice: 0.7775, decode.d3.loss_cls: 0.3001, decode.d3.loss_mask: 0.5043, decode.d3.loss_dice: 0.7683, decode.d4.loss_cls: 0.2938, decode.d4.loss_mask: 0.5033, decode.d4.loss_dice: 0.7652, decode.d5.loss_cls: 0.2928, decode.d5.loss_mask: 0.5012, decode.d5.loss_dice: 0.7661, decode.d6.loss_cls: 0.2836, decode.d6.loss_mask: 0.4997, decode.d6.loss_dice: 0.7632, decode.d7.loss_cls: 0.2806, decode.d7.loss_mask: 0.5011, decode.d7.loss_dice: 0.7605, decode.d8.loss_cls: 0.2760, decode.d8.loss_mask: 0.5025, decode.d8.loss_dice: 0.7602, loss: 17.6579 2022-04-27 01:16:54,427 - mmseg - INFO - Iter [81200/160000] lr: 7.071e-07, eta: 23:55:43, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2856, decode.loss_mask: 0.5061, decode.loss_dice: 0.7659, decode.d0.loss_cls: 1.9975, decode.d0.loss_mask: 0.5577, decode.d0.loss_dice: 0.8834, decode.d1.loss_cls: 0.3683, decode.d1.loss_mask: 0.5302, decode.d1.loss_dice: 0.8171, decode.d2.loss_cls: 0.3417, decode.d2.loss_mask: 0.5233, decode.d2.loss_dice: 0.7899, decode.d3.loss_cls: 0.3029, decode.d3.loss_mask: 0.5109, decode.d3.loss_dice: 0.7779, decode.d4.loss_cls: 0.2973, decode.d4.loss_mask: 0.5119, decode.d4.loss_dice: 0.7755, decode.d5.loss_cls: 0.2927, decode.d5.loss_mask: 0.5105, decode.d5.loss_dice: 0.7719, decode.d6.loss_cls: 0.2856, decode.d6.loss_mask: 0.5084, decode.d6.loss_dice: 0.7710, decode.d7.loss_cls: 0.2864, decode.d7.loss_mask: 0.5085, decode.d7.loss_dice: 0.7669, decode.d8.loss_cls: 0.2882, decode.d8.loss_mask: 0.5078, decode.d8.loss_dice: 0.7645, loss: 17.8055 2022-04-27 01:17:48,395 - mmseg - INFO - Iter [81250/160000] lr: 7.067e-07, eta: 23:54:47, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2804, decode.loss_mask: 0.5060, decode.loss_dice: 0.7856, decode.d0.loss_cls: 1.9972, decode.d0.loss_mask: 0.5570, decode.d0.loss_dice: 0.9152, decode.d1.loss_cls: 0.3746, decode.d1.loss_mask: 0.5265, decode.d1.loss_dice: 0.8452, decode.d2.loss_cls: 0.3277, decode.d2.loss_mask: 0.5167, decode.d2.loss_dice: 0.8152, decode.d3.loss_cls: 0.3063, decode.d3.loss_mask: 0.5098, decode.d3.loss_dice: 0.7998, decode.d4.loss_cls: 0.2978, decode.d4.loss_mask: 0.5106, decode.d4.loss_dice: 0.7980, decode.d5.loss_cls: 0.2932, decode.d5.loss_mask: 0.5087, decode.d5.loss_dice: 0.7996, decode.d6.loss_cls: 0.2846, decode.d6.loss_mask: 0.5058, decode.d6.loss_dice: 0.7883, decode.d7.loss_cls: 0.2819, decode.d7.loss_mask: 0.5076, decode.d7.loss_dice: 0.7871, decode.d8.loss_cls: 0.2801, decode.d8.loss_mask: 0.5062, decode.d8.loss_dice: 0.7902, loss: 18.0030 2022-04-27 01:18:42,616 - mmseg - INFO - Iter [81300/160000] lr: 7.062e-07, eta: 23:53:52, time: 1.084, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2789, decode.loss_mask: 0.4986, decode.loss_dice: 0.7885, decode.d0.loss_cls: 2.0579, decode.d0.loss_mask: 0.5423, decode.d0.loss_dice: 0.9124, decode.d1.loss_cls: 0.3826, decode.d1.loss_mask: 0.5149, decode.d1.loss_dice: 0.8341, decode.d2.loss_cls: 0.3249, decode.d2.loss_mask: 0.5053, decode.d2.loss_dice: 0.8118, decode.d3.loss_cls: 0.2988, decode.d3.loss_mask: 0.5052, decode.d3.loss_dice: 0.7999, decode.d4.loss_cls: 0.2902, decode.d4.loss_mask: 0.5026, decode.d4.loss_dice: 0.7935, decode.d5.loss_cls: 0.2901, decode.d5.loss_mask: 0.5002, decode.d5.loss_dice: 0.7879, decode.d6.loss_cls: 0.2805, decode.d6.loss_mask: 0.5008, decode.d6.loss_dice: 0.7910, decode.d7.loss_cls: 0.2812, decode.d7.loss_mask: 0.5003, decode.d7.loss_dice: 0.7937, decode.d8.loss_cls: 0.2770, decode.d8.loss_mask: 0.5005, decode.d8.loss_dice: 0.7883, loss: 17.9339 2022-04-27 01:19:35,398 - mmseg - INFO - Iter [81350/160000] lr: 7.058e-07, eta: 23:52:56, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2538, decode.loss_mask: 0.4913, decode.loss_dice: 0.7681, decode.d0.loss_cls: 1.9874, decode.d0.loss_mask: 0.5366, decode.d0.loss_dice: 0.8877, decode.d1.loss_cls: 0.3559, decode.d1.loss_mask: 0.5099, decode.d1.loss_dice: 0.8113, decode.d2.loss_cls: 0.3040, decode.d2.loss_mask: 0.5007, decode.d2.loss_dice: 0.7876, decode.d3.loss_cls: 0.2749, decode.d3.loss_mask: 0.4942, decode.d3.loss_dice: 0.7728, decode.d4.loss_cls: 0.2706, decode.d4.loss_mask: 0.4928, decode.d4.loss_dice: 0.7719, decode.d5.loss_cls: 0.2632, decode.d5.loss_mask: 0.4940, decode.d5.loss_dice: 0.7761, decode.d6.loss_cls: 0.2616, decode.d6.loss_mask: 0.4919, decode.d6.loss_dice: 0.7698, decode.d7.loss_cls: 0.2643, decode.d7.loss_mask: 0.4885, decode.d7.loss_dice: 0.7669, decode.d8.loss_cls: 0.2574, decode.d8.loss_mask: 0.4892, decode.d8.loss_dice: 0.7689, loss: 17.3630 2022-04-27 01:20:28,520 - mmseg - INFO - Iter [81400/160000] lr: 7.053e-07, eta: 23:52:00, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2842, decode.loss_mask: 0.5118, decode.loss_dice: 0.7892, decode.d0.loss_cls: 2.0616, decode.d0.loss_mask: 0.5561, decode.d0.loss_dice: 0.9207, decode.d1.loss_cls: 0.3859, decode.d1.loss_mask: 0.5297, decode.d1.loss_dice: 0.8427, decode.d2.loss_cls: 0.3432, decode.d2.loss_mask: 0.5189, decode.d2.loss_dice: 0.8126, decode.d3.loss_cls: 0.3144, decode.d3.loss_mask: 0.5120, decode.d3.loss_dice: 0.8012, decode.d4.loss_cls: 0.3071, decode.d4.loss_mask: 0.5119, decode.d4.loss_dice: 0.7957, decode.d5.loss_cls: 0.2922, decode.d5.loss_mask: 0.5112, decode.d5.loss_dice: 0.7940, decode.d6.loss_cls: 0.2884, decode.d6.loss_mask: 0.5117, decode.d6.loss_dice: 0.7937, decode.d7.loss_cls: 0.2884, decode.d7.loss_mask: 0.5103, decode.d7.loss_dice: 0.7916, decode.d8.loss_cls: 0.2808, decode.d8.loss_mask: 0.5121, decode.d8.loss_dice: 0.7912, loss: 18.1644 2022-04-27 01:21:21,798 - mmseg - INFO - Iter [81450/160000] lr: 7.049e-07, eta: 23:51:04, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2953, decode.loss_mask: 0.4960, decode.loss_dice: 0.7617, decode.d0.loss_cls: 2.0531, decode.d0.loss_mask: 0.5501, decode.d0.loss_dice: 0.8963, decode.d1.loss_cls: 0.4032, decode.d1.loss_mask: 0.5226, decode.d1.loss_dice: 0.8084, decode.d2.loss_cls: 0.3432, decode.d2.loss_mask: 0.5090, decode.d2.loss_dice: 0.7816, decode.d3.loss_cls: 0.3231, decode.d3.loss_mask: 0.5022, decode.d3.loss_dice: 0.7675, decode.d4.loss_cls: 0.3147, decode.d4.loss_mask: 0.5015, decode.d4.loss_dice: 0.7652, decode.d5.loss_cls: 0.3085, decode.d5.loss_mask: 0.5014, decode.d5.loss_dice: 0.7645, decode.d6.loss_cls: 0.2993, decode.d6.loss_mask: 0.5003, decode.d6.loss_dice: 0.7543, decode.d7.loss_cls: 0.3043, decode.d7.loss_mask: 0.4987, decode.d7.loss_dice: 0.7554, decode.d8.loss_cls: 0.2981, decode.d8.loss_mask: 0.4987, decode.d8.loss_dice: 0.7628, loss: 17.8409 2022-04-27 01:22:14,424 - mmseg - INFO - Iter [81500/160000] lr: 7.044e-07, eta: 23:50:07, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2842, decode.loss_mask: 0.4836, decode.loss_dice: 0.7902, decode.d0.loss_cls: 2.0758, decode.d0.loss_mask: 0.5313, decode.d0.loss_dice: 0.9067, decode.d1.loss_cls: 0.3782, decode.d1.loss_mask: 0.5013, decode.d1.loss_dice: 0.8380, decode.d2.loss_cls: 0.3339, decode.d2.loss_mask: 0.4922, decode.d2.loss_dice: 0.8139, decode.d3.loss_cls: 0.3021, decode.d3.loss_mask: 0.4871, decode.d3.loss_dice: 0.7964, decode.d4.loss_cls: 0.2941, decode.d4.loss_mask: 0.4850, decode.d4.loss_dice: 0.7945, decode.d5.loss_cls: 0.2851, decode.d5.loss_mask: 0.4846, decode.d5.loss_dice: 0.7956, decode.d6.loss_cls: 0.2834, decode.d6.loss_mask: 0.4862, decode.d6.loss_dice: 0.7899, decode.d7.loss_cls: 0.2765, decode.d7.loss_mask: 0.4872, decode.d7.loss_dice: 0.7894, decode.d8.loss_cls: 0.2739, decode.d8.loss_mask: 0.4846, decode.d8.loss_dice: 0.7884, loss: 17.8135 2022-04-27 01:23:07,353 - mmseg - INFO - Iter [81550/160000] lr: 7.040e-07, eta: 23:49:11, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2581, decode.loss_mask: 0.4929, decode.loss_dice: 0.7491, decode.d0.loss_cls: 2.0105, decode.d0.loss_mask: 0.5428, decode.d0.loss_dice: 0.8649, decode.d1.loss_cls: 0.3617, decode.d1.loss_mask: 0.5114, decode.d1.loss_dice: 0.7940, decode.d2.loss_cls: 0.3173, decode.d2.loss_mask: 0.5003, decode.d2.loss_dice: 0.7723, decode.d3.loss_cls: 0.2904, decode.d3.loss_mask: 0.4973, decode.d3.loss_dice: 0.7558, decode.d4.loss_cls: 0.2804, decode.d4.loss_mask: 0.4952, decode.d4.loss_dice: 0.7575, decode.d5.loss_cls: 0.2676, decode.d5.loss_mask: 0.4953, decode.d5.loss_dice: 0.7549, decode.d6.loss_cls: 0.2638, decode.d6.loss_mask: 0.4947, decode.d6.loss_dice: 0.7481, decode.d7.loss_cls: 0.2634, decode.d7.loss_mask: 0.4931, decode.d7.loss_dice: 0.7478, decode.d8.loss_cls: 0.2646, decode.d8.loss_mask: 0.4931, decode.d8.loss_dice: 0.7520, loss: 17.2904 2022-04-27 01:24:00,237 - mmseg - INFO - Iter [81600/160000] lr: 7.035e-07, eta: 23:48:14, time: 1.059, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2713, decode.loss_mask: 0.4957, decode.loss_dice: 0.7658, decode.d0.loss_cls: 2.0449, decode.d0.loss_mask: 0.5407, decode.d0.loss_dice: 0.8859, decode.d1.loss_cls: 0.3681, decode.d1.loss_mask: 0.5149, decode.d1.loss_dice: 0.8166, decode.d2.loss_cls: 0.3155, decode.d2.loss_mask: 0.5029, decode.d2.loss_dice: 0.7981, decode.d3.loss_cls: 0.2932, decode.d3.loss_mask: 0.4989, decode.d3.loss_dice: 0.7771, decode.d4.loss_cls: 0.2846, decode.d4.loss_mask: 0.4991, decode.d4.loss_dice: 0.7727, decode.d5.loss_cls: 0.2741, decode.d5.loss_mask: 0.4978, decode.d5.loss_dice: 0.7758, decode.d6.loss_cls: 0.2681, decode.d6.loss_mask: 0.4969, decode.d6.loss_dice: 0.7700, decode.d7.loss_cls: 0.2702, decode.d7.loss_mask: 0.4980, decode.d7.loss_dice: 0.7707, decode.d8.loss_cls: 0.2747, decode.d8.loss_mask: 0.4946, decode.d8.loss_dice: 0.7681, loss: 17.6051 2022-04-27 01:24:54,333 - mmseg - INFO - Iter [81650/160000] lr: 7.031e-07, eta: 23:47:19, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2704, decode.loss_mask: 0.4911, decode.loss_dice: 0.7636, decode.d0.loss_cls: 1.9986, decode.d0.loss_mask: 0.5428, decode.d0.loss_dice: 0.8932, decode.d1.loss_cls: 0.3708, decode.d1.loss_mask: 0.5091, decode.d1.loss_dice: 0.8146, decode.d2.loss_cls: 0.3176, decode.d2.loss_mask: 0.4987, decode.d2.loss_dice: 0.7849, decode.d3.loss_cls: 0.3022, decode.d3.loss_mask: 0.4933, decode.d3.loss_dice: 0.7667, decode.d4.loss_cls: 0.2944, decode.d4.loss_mask: 0.4905, decode.d4.loss_dice: 0.7719, decode.d5.loss_cls: 0.2826, decode.d5.loss_mask: 0.4917, decode.d5.loss_dice: 0.7679, decode.d6.loss_cls: 0.2833, decode.d6.loss_mask: 0.4908, decode.d6.loss_dice: 0.7652, decode.d7.loss_cls: 0.2723, decode.d7.loss_mask: 0.4896, decode.d7.loss_dice: 0.7649, decode.d8.loss_cls: 0.2735, decode.d8.loss_mask: 0.4912, decode.d8.loss_dice: 0.7634, loss: 17.5107 2022-04-27 01:25:47,484 - mmseg - INFO - Iter [81700/160000] lr: 7.027e-07, eta: 23:46:23, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2678, decode.loss_mask: 0.4934, decode.loss_dice: 0.7670, decode.d0.loss_cls: 2.0481, decode.d0.loss_mask: 0.5387, decode.d0.loss_dice: 0.8893, decode.d1.loss_cls: 0.3680, decode.d1.loss_mask: 0.5070, decode.d1.loss_dice: 0.8149, decode.d2.loss_cls: 0.3212, decode.d2.loss_mask: 0.4976, decode.d2.loss_dice: 0.7862, decode.d3.loss_cls: 0.2955, decode.d3.loss_mask: 0.4955, decode.d3.loss_dice: 0.7736, decode.d4.loss_cls: 0.2834, decode.d4.loss_mask: 0.4936, decode.d4.loss_dice: 0.7717, decode.d5.loss_cls: 0.2768, decode.d5.loss_mask: 0.4963, decode.d5.loss_dice: 0.7751, decode.d6.loss_cls: 0.2803, decode.d6.loss_mask: 0.4917, decode.d6.loss_dice: 0.7669, decode.d7.loss_cls: 0.2699, decode.d7.loss_mask: 0.4938, decode.d7.loss_dice: 0.7699, decode.d8.loss_cls: 0.2703, decode.d8.loss_mask: 0.4918, decode.d8.loss_dice: 0.7701, loss: 17.5655 2022-04-27 01:26:41,741 - mmseg - INFO - Iter [81750/160000] lr: 7.022e-07, eta: 23:45:28, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2845, decode.loss_mask: 0.4779, decode.loss_dice: 0.7668, decode.d0.loss_cls: 2.0453, decode.d0.loss_mask: 0.5331, decode.d0.loss_dice: 0.9114, decode.d1.loss_cls: 0.3910, decode.d1.loss_mask: 0.5068, decode.d1.loss_dice: 0.8277, decode.d2.loss_cls: 0.3381, decode.d2.loss_mask: 0.4919, decode.d2.loss_dice: 0.7935, decode.d3.loss_cls: 0.3206, decode.d3.loss_mask: 0.4856, decode.d3.loss_dice: 0.7794, decode.d4.loss_cls: 0.3101, decode.d4.loss_mask: 0.4829, decode.d4.loss_dice: 0.7801, decode.d5.loss_cls: 0.2999, decode.d5.loss_mask: 0.4808, decode.d5.loss_dice: 0.7758, decode.d6.loss_cls: 0.2978, decode.d6.loss_mask: 0.4808, decode.d6.loss_dice: 0.7695, decode.d7.loss_cls: 0.2906, decode.d7.loss_mask: 0.4796, decode.d7.loss_dice: 0.7708, decode.d8.loss_cls: 0.2913, decode.d8.loss_mask: 0.4790, decode.d8.loss_dice: 0.7701, loss: 17.7129 2022-04-27 01:27:35,456 - mmseg - INFO - Iter [81800/160000] lr: 7.018e-07, eta: 23:44:33, time: 1.074, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3059, decode.loss_mask: 0.5130, decode.loss_dice: 0.7766, decode.d0.loss_cls: 2.0059, decode.d0.loss_mask: 0.5578, decode.d0.loss_dice: 0.8962, decode.d1.loss_cls: 0.4142, decode.d1.loss_mask: 0.5342, decode.d1.loss_dice: 0.8234, decode.d2.loss_cls: 0.3526, decode.d2.loss_mask: 0.5276, decode.d2.loss_dice: 0.8025, decode.d3.loss_cls: 0.3265, decode.d3.loss_mask: 0.5204, decode.d3.loss_dice: 0.7843, decode.d4.loss_cls: 0.3182, decode.d4.loss_mask: 0.5176, decode.d4.loss_dice: 0.7849, decode.d5.loss_cls: 0.3128, decode.d5.loss_mask: 0.5173, decode.d5.loss_dice: 0.7806, decode.d6.loss_cls: 0.3191, decode.d6.loss_mask: 0.5154, decode.d6.loss_dice: 0.7765, decode.d7.loss_cls: 0.3076, decode.d7.loss_mask: 0.5154, decode.d7.loss_dice: 0.7759, decode.d8.loss_cls: 0.3077, decode.d8.loss_mask: 0.5166, decode.d8.loss_dice: 0.7788, loss: 18.1857 2022-04-27 01:28:27,839 - mmseg - INFO - Iter [81850/160000] lr: 7.013e-07, eta: 23:43:36, time: 1.047, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2599, decode.loss_mask: 0.4953, decode.loss_dice: 0.7721, decode.d0.loss_cls: 2.0031, decode.d0.loss_mask: 0.5444, decode.d0.loss_dice: 0.8831, decode.d1.loss_cls: 0.3535, decode.d1.loss_mask: 0.5172, decode.d1.loss_dice: 0.8093, decode.d2.loss_cls: 0.3001, decode.d2.loss_mask: 0.5068, decode.d2.loss_dice: 0.7979, decode.d3.loss_cls: 0.2953, decode.d3.loss_mask: 0.5024, decode.d3.loss_dice: 0.7773, decode.d4.loss_cls: 0.2769, decode.d4.loss_mask: 0.5010, decode.d4.loss_dice: 0.7799, decode.d5.loss_cls: 0.2692, decode.d5.loss_mask: 0.4993, decode.d5.loss_dice: 0.7784, decode.d6.loss_cls: 0.2678, decode.d6.loss_mask: 0.4967, decode.d6.loss_dice: 0.7759, decode.d7.loss_cls: 0.2594, decode.d7.loss_mask: 0.4971, decode.d7.loss_dice: 0.7755, decode.d8.loss_cls: 0.2659, decode.d8.loss_mask: 0.4975, decode.d8.loss_dice: 0.7715, loss: 17.5295 2022-04-27 01:29:20,553 - mmseg - INFO - Iter [81900/160000] lr: 7.009e-07, eta: 23:42:39, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2833, decode.loss_mask: 0.5004, decode.loss_dice: 0.7751, decode.d0.loss_cls: 2.0143, decode.d0.loss_mask: 0.5414, decode.d0.loss_dice: 0.9051, decode.d1.loss_cls: 0.3884, decode.d1.loss_mask: 0.5198, decode.d1.loss_dice: 0.8337, decode.d2.loss_cls: 0.3368, decode.d2.loss_mask: 0.5113, decode.d2.loss_dice: 0.8054, decode.d3.loss_cls: 0.3139, decode.d3.loss_mask: 0.5064, decode.d3.loss_dice: 0.7893, decode.d4.loss_cls: 0.2988, decode.d4.loss_mask: 0.5064, decode.d4.loss_dice: 0.7850, decode.d5.loss_cls: 0.2904, decode.d5.loss_mask: 0.5046, decode.d5.loss_dice: 0.7840, decode.d6.loss_cls: 0.2797, decode.d6.loss_mask: 0.5021, decode.d6.loss_dice: 0.7756, decode.d7.loss_cls: 0.2853, decode.d7.loss_mask: 0.5006, decode.d7.loss_dice: 0.7774, decode.d8.loss_cls: 0.2785, decode.d8.loss_mask: 0.5010, decode.d8.loss_dice: 0.7803, loss: 17.8742 2022-04-27 01:30:13,768 - mmseg - INFO - Iter [81950/160000] lr: 7.004e-07, eta: 23:41:43, time: 1.064, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2966, decode.loss_mask: 0.4828, decode.loss_dice: 0.7608, decode.d0.loss_cls: 1.9951, decode.d0.loss_mask: 0.5251, decode.d0.loss_dice: 0.8858, decode.d1.loss_cls: 0.3939, decode.d1.loss_mask: 0.5014, decode.d1.loss_dice: 0.8139, decode.d2.loss_cls: 0.3482, decode.d2.loss_mask: 0.4923, decode.d2.loss_dice: 0.7873, decode.d3.loss_cls: 0.3149, decode.d3.loss_mask: 0.4887, decode.d3.loss_dice: 0.7709, decode.d4.loss_cls: 0.3075, decode.d4.loss_mask: 0.4881, decode.d4.loss_dice: 0.7702, decode.d5.loss_cls: 0.3031, decode.d5.loss_mask: 0.4892, decode.d5.loss_dice: 0.7711, decode.d6.loss_cls: 0.3040, decode.d6.loss_mask: 0.4844, decode.d6.loss_dice: 0.7625, decode.d7.loss_cls: 0.2971, decode.d7.loss_mask: 0.4857, decode.d7.loss_dice: 0.7688, decode.d8.loss_cls: 0.2955, decode.d8.loss_mask: 0.4857, decode.d8.loss_dice: 0.7650, loss: 17.6357 2022-04-27 01:31:05,931 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 01:31:05,934 - mmseg - INFO - Iter [82000/160000] lr: 7.000e-07, eta: 23:40:46, time: 1.043, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2711, decode.loss_mask: 0.4945, decode.loss_dice: 0.7580, decode.d0.loss_cls: 2.0067, decode.d0.loss_mask: 0.5323, decode.d0.loss_dice: 0.8724, decode.d1.loss_cls: 0.3797, decode.d1.loss_mask: 0.5081, decode.d1.loss_dice: 0.8044, decode.d2.loss_cls: 0.3247, decode.d2.loss_mask: 0.4980, decode.d2.loss_dice: 0.7827, decode.d3.loss_cls: 0.2953, decode.d3.loss_mask: 0.4968, decode.d3.loss_dice: 0.7666, decode.d4.loss_cls: 0.2870, decode.d4.loss_mask: 0.4983, decode.d4.loss_dice: 0.7672, decode.d5.loss_cls: 0.2816, decode.d5.loss_mask: 0.4970, decode.d5.loss_dice: 0.7670, decode.d6.loss_cls: 0.2776, decode.d6.loss_mask: 0.4945, decode.d6.loss_dice: 0.7613, decode.d7.loss_cls: 0.2703, decode.d7.loss_mask: 0.4949, decode.d7.loss_dice: 0.7613, decode.d8.loss_cls: 0.2762, decode.d8.loss_mask: 0.4942, decode.d8.loss_dice: 0.7643, loss: 17.4842 2022-04-27 01:31:58,650 - mmseg - INFO - Iter [82050/160000] lr: 6.995e-07, eta: 23:39:50, time: 1.053, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2614, decode.loss_mask: 0.5028, decode.loss_dice: 0.7616, decode.d0.loss_cls: 1.9983, decode.d0.loss_mask: 0.5461, decode.d0.loss_dice: 0.8796, decode.d1.loss_cls: 0.3727, decode.d1.loss_mask: 0.5218, decode.d1.loss_dice: 0.8026, decode.d2.loss_cls: 0.3084, decode.d2.loss_mask: 0.5120, decode.d2.loss_dice: 0.7813, decode.d3.loss_cls: 0.2846, decode.d3.loss_mask: 0.5061, decode.d3.loss_dice: 0.7648, decode.d4.loss_cls: 0.2806, decode.d4.loss_mask: 0.5059, decode.d4.loss_dice: 0.7645, decode.d5.loss_cls: 0.2692, decode.d5.loss_mask: 0.5064, decode.d5.loss_dice: 0.7695, decode.d6.loss_cls: 0.2713, decode.d6.loss_mask: 0.5028, decode.d6.loss_dice: 0.7664, decode.d7.loss_cls: 0.2632, decode.d7.loss_mask: 0.5028, decode.d7.loss_dice: 0.7661, decode.d8.loss_cls: 0.2625, decode.d8.loss_mask: 0.5014, decode.d8.loss_dice: 0.7613, loss: 17.4980 2022-04-27 01:32:55,761 - mmseg - INFO - Iter [82100/160000] lr: 6.991e-07, eta: 23:38:57, time: 1.143, data_time: 0.067, memory: 64049, decode.loss_cls: 0.2927, decode.loss_mask: 0.5143, decode.loss_dice: 0.7842, decode.d0.loss_cls: 1.9936, decode.d0.loss_mask: 0.5608, decode.d0.loss_dice: 0.9134, decode.d1.loss_cls: 0.3791, decode.d1.loss_mask: 0.5337, decode.d1.loss_dice: 0.8296, decode.d2.loss_cls: 0.3292, decode.d2.loss_mask: 0.5250, decode.d2.loss_dice: 0.8144, decode.d3.loss_cls: 0.3158, decode.d3.loss_mask: 0.5156, decode.d3.loss_dice: 0.7949, decode.d4.loss_cls: 0.3059, decode.d4.loss_mask: 0.5142, decode.d4.loss_dice: 0.7913, decode.d5.loss_cls: 0.2958, decode.d5.loss_mask: 0.5144, decode.d5.loss_dice: 0.7909, decode.d6.loss_cls: 0.2977, decode.d6.loss_mask: 0.5145, decode.d6.loss_dice: 0.7846, decode.d7.loss_cls: 0.2900, decode.d7.loss_mask: 0.5144, decode.d7.loss_dice: 0.7866, decode.d8.loss_cls: 0.2920, decode.d8.loss_mask: 0.5145, decode.d8.loss_dice: 0.7844, loss: 18.0875 2022-04-27 01:33:49,892 - mmseg - INFO - Iter [82150/160000] lr: 6.986e-07, eta: 23:38:02, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2687, decode.loss_mask: 0.4683, decode.loss_dice: 0.7447, decode.d0.loss_cls: 1.9951, decode.d0.loss_mask: 0.5102, decode.d0.loss_dice: 0.8759, decode.d1.loss_cls: 0.3560, decode.d1.loss_mask: 0.4816, decode.d1.loss_dice: 0.7896, decode.d2.loss_cls: 0.3064, decode.d2.loss_mask: 0.4722, decode.d2.loss_dice: 0.7701, decode.d3.loss_cls: 0.2853, decode.d3.loss_mask: 0.4687, decode.d3.loss_dice: 0.7554, decode.d4.loss_cls: 0.2801, decode.d4.loss_mask: 0.4682, decode.d4.loss_dice: 0.7555, decode.d5.loss_cls: 0.2767, decode.d5.loss_mask: 0.4680, decode.d5.loss_dice: 0.7552, decode.d6.loss_cls: 0.2692, decode.d6.loss_mask: 0.4680, decode.d6.loss_dice: 0.7489, decode.d7.loss_cls: 0.2600, decode.d7.loss_mask: 0.4689, decode.d7.loss_dice: 0.7513, decode.d8.loss_cls: 0.2628, decode.d8.loss_mask: 0.4687, decode.d8.loss_dice: 0.7486, loss: 16.9981 2022-04-27 01:34:43,183 - mmseg - INFO - Iter [82200/160000] lr: 6.982e-07, eta: 23:37:06, time: 1.066, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2786, decode.loss_mask: 0.5133, decode.loss_dice: 0.7916, decode.d0.loss_cls: 2.0274, decode.d0.loss_mask: 0.5616, decode.d0.loss_dice: 0.9123, decode.d1.loss_cls: 0.3668, decode.d1.loss_mask: 0.5307, decode.d1.loss_dice: 0.8414, decode.d2.loss_cls: 0.3314, decode.d2.loss_mask: 0.5229, decode.d2.loss_dice: 0.8127, decode.d3.loss_cls: 0.3008, decode.d3.loss_mask: 0.5156, decode.d3.loss_dice: 0.7990, decode.d4.loss_cls: 0.2985, decode.d4.loss_mask: 0.5151, decode.d4.loss_dice: 0.8023, decode.d5.loss_cls: 0.2925, decode.d5.loss_mask: 0.5154, decode.d5.loss_dice: 0.7932, decode.d6.loss_cls: 0.2807, decode.d6.loss_mask: 0.5121, decode.d6.loss_dice: 0.7907, decode.d7.loss_cls: 0.2820, decode.d7.loss_mask: 0.5135, decode.d7.loss_dice: 0.7906, decode.d8.loss_cls: 0.2817, decode.d8.loss_mask: 0.5149, decode.d8.loss_dice: 0.7910, loss: 18.0798 2022-04-27 01:35:35,950 - mmseg - INFO - Iter [82250/160000] lr: 6.977e-07, eta: 23:36:10, time: 1.055, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2864, decode.loss_mask: 0.5092, decode.loss_dice: 0.7736, decode.d0.loss_cls: 1.9946, decode.d0.loss_mask: 0.5634, decode.d0.loss_dice: 0.8899, decode.d1.loss_cls: 0.3857, decode.d1.loss_mask: 0.5296, decode.d1.loss_dice: 0.8135, decode.d2.loss_cls: 0.3329, decode.d2.loss_mask: 0.5203, decode.d2.loss_dice: 0.7921, decode.d3.loss_cls: 0.3144, decode.d3.loss_mask: 0.5189, decode.d3.loss_dice: 0.7797, decode.d4.loss_cls: 0.3065, decode.d4.loss_mask: 0.5158, decode.d4.loss_dice: 0.7771, decode.d5.loss_cls: 0.2998, decode.d5.loss_mask: 0.5134, decode.d5.loss_dice: 0.7750, decode.d6.loss_cls: 0.2963, decode.d6.loss_mask: 0.5130, decode.d6.loss_dice: 0.7704, decode.d7.loss_cls: 0.2930, decode.d7.loss_mask: 0.5106, decode.d7.loss_dice: 0.7734, decode.d8.loss_cls: 0.2875, decode.d8.loss_mask: 0.5118, decode.d8.loss_dice: 0.7740, loss: 17.9220 2022-04-27 01:36:28,618 - mmseg - INFO - Iter [82300/160000] lr: 6.973e-07, eta: 23:35:14, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2778, decode.loss_mask: 0.4862, decode.loss_dice: 0.7472, decode.d0.loss_cls: 1.9843, decode.d0.loss_mask: 0.5287, decode.d0.loss_dice: 0.8543, decode.d1.loss_cls: 0.3779, decode.d1.loss_mask: 0.4986, decode.d1.loss_dice: 0.7894, decode.d2.loss_cls: 0.3254, decode.d2.loss_mask: 0.4921, decode.d2.loss_dice: 0.7699, decode.d3.loss_cls: 0.2998, decode.d3.loss_mask: 0.4875, decode.d3.loss_dice: 0.7523, decode.d4.loss_cls: 0.2908, decode.d4.loss_mask: 0.4862, decode.d4.loss_dice: 0.7495, decode.d5.loss_cls: 0.2853, decode.d5.loss_mask: 0.4860, decode.d5.loss_dice: 0.7479, decode.d6.loss_cls: 0.2790, decode.d6.loss_mask: 0.4867, decode.d6.loss_dice: 0.7436, decode.d7.loss_cls: 0.2761, decode.d7.loss_mask: 0.4866, decode.d7.loss_dice: 0.7412, decode.d8.loss_cls: 0.2802, decode.d8.loss_mask: 0.4865, decode.d8.loss_dice: 0.7462, loss: 17.2431 2022-04-27 01:37:21,641 - mmseg - INFO - Iter [82350/160000] lr: 6.968e-07, eta: 23:34:17, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2861, decode.loss_mask: 0.5051, decode.loss_dice: 0.7671, decode.d0.loss_cls: 2.0077, decode.d0.loss_mask: 0.5538, decode.d0.loss_dice: 0.8924, decode.d1.loss_cls: 0.3790, decode.d1.loss_mask: 0.5258, decode.d1.loss_dice: 0.8167, decode.d2.loss_cls: 0.3386, decode.d2.loss_mask: 0.5145, decode.d2.loss_dice: 0.7930, decode.d3.loss_cls: 0.3116, decode.d3.loss_mask: 0.5091, decode.d3.loss_dice: 0.7745, decode.d4.loss_cls: 0.3029, decode.d4.loss_mask: 0.5061, decode.d4.loss_dice: 0.7763, decode.d5.loss_cls: 0.2956, decode.d5.loss_mask: 0.5050, decode.d5.loss_dice: 0.7762, decode.d6.loss_cls: 0.2878, decode.d6.loss_mask: 0.5044, decode.d6.loss_dice: 0.7717, decode.d7.loss_cls: 0.2887, decode.d7.loss_mask: 0.5048, decode.d7.loss_dice: 0.7705, decode.d8.loss_cls: 0.2892, decode.d8.loss_mask: 0.5034, decode.d8.loss_dice: 0.7722, loss: 17.8299 2022-04-27 01:38:14,761 - mmseg - INFO - Iter [82400/160000] lr: 6.964e-07, eta: 23:33:21, time: 1.062, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2864, decode.loss_mask: 0.4793, decode.loss_dice: 0.7760, decode.d0.loss_cls: 2.0072, decode.d0.loss_mask: 0.5179, decode.d0.loss_dice: 0.8965, decode.d1.loss_cls: 0.3733, decode.d1.loss_mask: 0.4976, decode.d1.loss_dice: 0.8180, decode.d2.loss_cls: 0.3296, decode.d2.loss_mask: 0.4907, decode.d2.loss_dice: 0.7928, decode.d3.loss_cls: 0.3090, decode.d3.loss_mask: 0.4802, decode.d3.loss_dice: 0.7845, decode.d4.loss_cls: 0.2959, decode.d4.loss_mask: 0.4797, decode.d4.loss_dice: 0.7858, decode.d5.loss_cls: 0.2903, decode.d5.loss_mask: 0.4796, decode.d5.loss_dice: 0.7780, decode.d6.loss_cls: 0.2857, decode.d6.loss_mask: 0.4781, decode.d6.loss_dice: 0.7749, decode.d7.loss_cls: 0.2855, decode.d7.loss_mask: 0.4773, decode.d7.loss_dice: 0.7775, decode.d8.loss_cls: 0.2876, decode.d8.loss_mask: 0.4763, decode.d8.loss_dice: 0.7778, loss: 17.5688 2022-04-27 01:39:07,578 - mmseg - INFO - Iter [82450/160000] lr: 6.959e-07, eta: 23:32:25, time: 1.056, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2380, decode.loss_mask: 0.5051, decode.loss_dice: 0.7472, decode.d0.loss_cls: 1.9391, decode.d0.loss_mask: 0.5524, decode.d0.loss_dice: 0.8569, decode.d1.loss_cls: 0.3274, decode.d1.loss_mask: 0.5213, decode.d1.loss_dice: 0.7864, decode.d2.loss_cls: 0.2931, decode.d2.loss_mask: 0.5131, decode.d2.loss_dice: 0.7647, decode.d3.loss_cls: 0.2625, decode.d3.loss_mask: 0.5100, decode.d3.loss_dice: 0.7509, decode.d4.loss_cls: 0.2498, decode.d4.loss_mask: 0.5082, decode.d4.loss_dice: 0.7533, decode.d5.loss_cls: 0.2461, decode.d5.loss_mask: 0.5081, decode.d5.loss_dice: 0.7535, decode.d6.loss_cls: 0.2493, decode.d6.loss_mask: 0.5069, decode.d6.loss_dice: 0.7498, decode.d7.loss_cls: 0.2437, decode.d7.loss_mask: 0.5072, decode.d7.loss_dice: 0.7496, decode.d8.loss_cls: 0.2436, decode.d8.loss_mask: 0.5071, decode.d8.loss_dice: 0.7486, loss: 17.0929 2022-04-27 01:40:00,474 - mmseg - INFO - Iter [82500/160000] lr: 6.955e-07, eta: 23:31:29, time: 1.058, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2784, decode.loss_mask: 0.5239, decode.loss_dice: 0.7825, decode.d0.loss_cls: 2.0005, decode.d0.loss_mask: 0.5644, decode.d0.loss_dice: 0.8980, decode.d1.loss_cls: 0.3673, decode.d1.loss_mask: 0.5345, decode.d1.loss_dice: 0.8231, decode.d2.loss_cls: 0.3174, decode.d2.loss_mask: 0.5292, decode.d2.loss_dice: 0.8075, decode.d3.loss_cls: 0.2969, decode.d3.loss_mask: 0.5271, decode.d3.loss_dice: 0.7879, decode.d4.loss_cls: 0.2856, decode.d4.loss_mask: 0.5220, decode.d4.loss_dice: 0.7904, decode.d5.loss_cls: 0.2780, decode.d5.loss_mask: 0.5241, decode.d5.loss_dice: 0.7869, decode.d6.loss_cls: 0.2685, decode.d6.loss_mask: 0.5236, decode.d6.loss_dice: 0.7867, decode.d7.loss_cls: 0.2754, decode.d7.loss_mask: 0.5225, decode.d7.loss_dice: 0.7849, decode.d8.loss_cls: 0.2718, decode.d8.loss_mask: 0.5229, decode.d8.loss_dice: 0.7856, loss: 17.9675 2022-04-27 01:40:53,933 - mmseg - INFO - Iter [82550/160000] lr: 6.950e-07, eta: 23:30:33, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2796, decode.loss_mask: 0.4879, decode.loss_dice: 0.7572, decode.d0.loss_cls: 2.0111, decode.d0.loss_mask: 0.5359, decode.d0.loss_dice: 0.8914, decode.d1.loss_cls: 0.3819, decode.d1.loss_mask: 0.5098, decode.d1.loss_dice: 0.8134, decode.d2.loss_cls: 0.3235, decode.d2.loss_mask: 0.5006, decode.d2.loss_dice: 0.7845, decode.d3.loss_cls: 0.3005, decode.d3.loss_mask: 0.4933, decode.d3.loss_dice: 0.7741, decode.d4.loss_cls: 0.2877, decode.d4.loss_mask: 0.4930, decode.d4.loss_dice: 0.7731, decode.d5.loss_cls: 0.2775, decode.d5.loss_mask: 0.4923, decode.d5.loss_dice: 0.7664, decode.d6.loss_cls: 0.2767, decode.d6.loss_mask: 0.4929, decode.d6.loss_dice: 0.7587, decode.d7.loss_cls: 0.2675, decode.d7.loss_mask: 0.4930, decode.d7.loss_dice: 0.7623, decode.d8.loss_cls: 0.2744, decode.d8.loss_mask: 0.4914, decode.d8.loss_dice: 0.7616, loss: 17.5133 2022-04-27 01:41:46,465 - mmseg - INFO - Iter [82600/160000] lr: 6.946e-07, eta: 23:29:36, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2655, decode.loss_mask: 0.4835, decode.loss_dice: 0.7610, decode.d0.loss_cls: 2.0139, decode.d0.loss_mask: 0.5258, decode.d0.loss_dice: 0.8734, decode.d1.loss_cls: 0.3753, decode.d1.loss_mask: 0.5023, decode.d1.loss_dice: 0.8089, decode.d2.loss_cls: 0.3113, decode.d2.loss_mask: 0.4942, decode.d2.loss_dice: 0.7817, decode.d3.loss_cls: 0.2853, decode.d3.loss_mask: 0.4900, decode.d3.loss_dice: 0.7708, decode.d4.loss_cls: 0.2796, decode.d4.loss_mask: 0.4878, decode.d4.loss_dice: 0.7726, decode.d5.loss_cls: 0.2718, decode.d5.loss_mask: 0.4868, decode.d5.loss_dice: 0.7686, decode.d6.loss_cls: 0.2721, decode.d6.loss_mask: 0.4872, decode.d6.loss_dice: 0.7624, decode.d7.loss_cls: 0.2704, decode.d7.loss_mask: 0.4836, decode.d7.loss_dice: 0.7634, decode.d8.loss_cls: 0.2678, decode.d8.loss_mask: 0.4845, decode.d8.loss_dice: 0.7645, loss: 17.3662 2022-04-27 01:42:39,581 - mmseg - INFO - Iter [82650/160000] lr: 6.941e-07, eta: 23:28:40, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2716, decode.loss_mask: 0.4963, decode.loss_dice: 0.7690, decode.d0.loss_cls: 2.0237, decode.d0.loss_mask: 0.5441, decode.d0.loss_dice: 0.8956, decode.d1.loss_cls: 0.3863, decode.d1.loss_mask: 0.5113, decode.d1.loss_dice: 0.8133, decode.d2.loss_cls: 0.3303, decode.d2.loss_mask: 0.5031, decode.d2.loss_dice: 0.7906, decode.d3.loss_cls: 0.3022, decode.d3.loss_mask: 0.4986, decode.d3.loss_dice: 0.7772, decode.d4.loss_cls: 0.2867, decode.d4.loss_mask: 0.4977, decode.d4.loss_dice: 0.7756, decode.d5.loss_cls: 0.2803, decode.d5.loss_mask: 0.4971, decode.d5.loss_dice: 0.7758, decode.d6.loss_cls: 0.2770, decode.d6.loss_mask: 0.4964, decode.d6.loss_dice: 0.7724, decode.d7.loss_cls: 0.2725, decode.d7.loss_mask: 0.4951, decode.d7.loss_dice: 0.7741, decode.d8.loss_cls: 0.2706, decode.d8.loss_mask: 0.4952, decode.d8.loss_dice: 0.7751, loss: 17.6549 2022-04-27 01:43:33,005 - mmseg - INFO - Iter [82700/160000] lr: 6.937e-07, eta: 23:27:44, time: 1.068, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2838, decode.loss_mask: 0.4819, decode.loss_dice: 0.7708, decode.d0.loss_cls: 2.0082, decode.d0.loss_mask: 0.5286, decode.d0.loss_dice: 0.8948, decode.d1.loss_cls: 0.3739, decode.d1.loss_mask: 0.5036, decode.d1.loss_dice: 0.8228, decode.d2.loss_cls: 0.3324, decode.d2.loss_mask: 0.4877, decode.d2.loss_dice: 0.7936, decode.d3.loss_cls: 0.3054, decode.d3.loss_mask: 0.4837, decode.d3.loss_dice: 0.7749, decode.d4.loss_cls: 0.2941, decode.d4.loss_mask: 0.4845, decode.d4.loss_dice: 0.7802, decode.d5.loss_cls: 0.2866, decode.d5.loss_mask: 0.4848, decode.d5.loss_dice: 0.7768, decode.d6.loss_cls: 0.2812, decode.d6.loss_mask: 0.4823, decode.d6.loss_dice: 0.7744, decode.d7.loss_cls: 0.2820, decode.d7.loss_mask: 0.4804, decode.d7.loss_dice: 0.7741, decode.d8.loss_cls: 0.2830, decode.d8.loss_mask: 0.4818, decode.d8.loss_dice: 0.7703, loss: 17.5626 2022-04-27 01:44:25,568 - mmseg - INFO - Iter [82750/160000] lr: 6.932e-07, eta: 23:26:48, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2710, decode.loss_mask: 0.5126, decode.loss_dice: 0.7554, decode.d0.loss_cls: 1.9841, decode.d0.loss_mask: 0.5615, decode.d0.loss_dice: 0.8730, decode.d1.loss_cls: 0.3693, decode.d1.loss_mask: 0.5289, decode.d1.loss_dice: 0.7963, decode.d2.loss_cls: 0.3095, decode.d2.loss_mask: 0.5191, decode.d2.loss_dice: 0.7774, decode.d3.loss_cls: 0.2994, decode.d3.loss_mask: 0.5139, decode.d3.loss_dice: 0.7598, decode.d4.loss_cls: 0.2799, decode.d4.loss_mask: 0.5140, decode.d4.loss_dice: 0.7613, decode.d5.loss_cls: 0.2807, decode.d5.loss_mask: 0.5142, decode.d5.loss_dice: 0.7614, decode.d6.loss_cls: 0.2749, decode.d6.loss_mask: 0.5114, decode.d6.loss_dice: 0.7608, decode.d7.loss_cls: 0.2760, decode.d7.loss_mask: 0.5136, decode.d7.loss_dice: 0.7570, decode.d8.loss_cls: 0.2791, decode.d8.loss_mask: 0.5126, decode.d8.loss_dice: 0.7583, loss: 17.5866 2022-04-27 01:45:18,423 - mmseg - INFO - Iter [82800/160000] lr: 6.928e-07, eta: 23:25:52, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2688, decode.loss_mask: 0.4769, decode.loss_dice: 0.7608, decode.d0.loss_cls: 2.0451, decode.d0.loss_mask: 0.5151, decode.d0.loss_dice: 0.8797, decode.d1.loss_cls: 0.3540, decode.d1.loss_mask: 0.4969, decode.d1.loss_dice: 0.8064, decode.d2.loss_cls: 0.3129, decode.d2.loss_mask: 0.4857, decode.d2.loss_dice: 0.7841, decode.d3.loss_cls: 0.2847, decode.d3.loss_mask: 0.4805, decode.d3.loss_dice: 0.7664, decode.d4.loss_cls: 0.2773, decode.d4.loss_mask: 0.4794, decode.d4.loss_dice: 0.7689, decode.d5.loss_cls: 0.2741, decode.d5.loss_mask: 0.4794, decode.d5.loss_dice: 0.7649, decode.d6.loss_cls: 0.2694, decode.d6.loss_mask: 0.4780, decode.d6.loss_dice: 0.7555, decode.d7.loss_cls: 0.2652, decode.d7.loss_mask: 0.4787, decode.d7.loss_dice: 0.7605, decode.d8.loss_cls: 0.2718, decode.d8.loss_mask: 0.4777, decode.d8.loss_dice: 0.7591, loss: 17.2780 2022-04-27 01:46:10,970 - mmseg - INFO - Iter [82850/160000] lr: 6.923e-07, eta: 23:24:55, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2867, decode.loss_mask: 0.4923, decode.loss_dice: 0.7876, decode.d0.loss_cls: 2.0075, decode.d0.loss_mask: 0.5361, decode.d0.loss_dice: 0.9147, decode.d1.loss_cls: 0.3778, decode.d1.loss_mask: 0.5060, decode.d1.loss_dice: 0.8443, decode.d2.loss_cls: 0.3253, decode.d2.loss_mask: 0.4972, decode.d2.loss_dice: 0.8187, decode.d3.loss_cls: 0.3057, decode.d3.loss_mask: 0.4946, decode.d3.loss_dice: 0.8008, decode.d4.loss_cls: 0.2927, decode.d4.loss_mask: 0.4948, decode.d4.loss_dice: 0.8031, decode.d5.loss_cls: 0.2889, decode.d5.loss_mask: 0.4961, decode.d5.loss_dice: 0.7974, decode.d6.loss_cls: 0.2856, decode.d6.loss_mask: 0.4948, decode.d6.loss_dice: 0.7909, decode.d7.loss_cls: 0.2805, decode.d7.loss_mask: 0.4917, decode.d7.loss_dice: 0.7930, decode.d8.loss_cls: 0.2854, decode.d8.loss_mask: 0.4907, decode.d8.loss_dice: 0.7913, loss: 17.8721 2022-04-27 01:47:03,980 - mmseg - INFO - Iter [82900/160000] lr: 6.919e-07, eta: 23:23:59, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3029, decode.loss_mask: 0.4921, decode.loss_dice: 0.7810, decode.d0.loss_cls: 2.0981, decode.d0.loss_mask: 0.5438, decode.d0.loss_dice: 0.9087, decode.d1.loss_cls: 0.3896, decode.d1.loss_mask: 0.5156, decode.d1.loss_dice: 0.8352, decode.d2.loss_cls: 0.3430, decode.d2.loss_mask: 0.5033, decode.d2.loss_dice: 0.8084, decode.d3.loss_cls: 0.3188, decode.d3.loss_mask: 0.4976, decode.d3.loss_dice: 0.7932, decode.d4.loss_cls: 0.3130, decode.d4.loss_mask: 0.4965, decode.d4.loss_dice: 0.7924, decode.d5.loss_cls: 0.3016, decode.d5.loss_mask: 0.4943, decode.d5.loss_dice: 0.7877, decode.d6.loss_cls: 0.3061, decode.d6.loss_mask: 0.4931, decode.d6.loss_dice: 0.7810, decode.d7.loss_cls: 0.3068, decode.d7.loss_mask: 0.4936, decode.d7.loss_dice: 0.7828, decode.d8.loss_cls: 0.2987, decode.d8.loss_mask: 0.4934, decode.d8.loss_dice: 0.7848, loss: 18.0570 2022-04-27 01:47:56,595 - mmseg - INFO - Iter [82950/160000] lr: 6.914e-07, eta: 23:23:02, time: 1.052, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2659, decode.loss_mask: 0.5160, decode.loss_dice: 0.7862, decode.d0.loss_cls: 1.9514, decode.d0.loss_mask: 0.5619, decode.d0.loss_dice: 0.9080, decode.d1.loss_cls: 0.3575, decode.d1.loss_mask: 0.5349, decode.d1.loss_dice: 0.8427, decode.d2.loss_cls: 0.3132, decode.d2.loss_mask: 0.5246, decode.d2.loss_dice: 0.8180, decode.d3.loss_cls: 0.2878, decode.d3.loss_mask: 0.5211, decode.d3.loss_dice: 0.7986, decode.d4.loss_cls: 0.2734, decode.d4.loss_mask: 0.5212, decode.d4.loss_dice: 0.8018, decode.d5.loss_cls: 0.2683, decode.d5.loss_mask: 0.5179, decode.d5.loss_dice: 0.7940, decode.d6.loss_cls: 0.2650, decode.d6.loss_mask: 0.5152, decode.d6.loss_dice: 0.7882, decode.d7.loss_cls: 0.2677, decode.d7.loss_mask: 0.5165, decode.d7.loss_dice: 0.7874, decode.d8.loss_cls: 0.2695, decode.d8.loss_mask: 0.5156, decode.d8.loss_dice: 0.7910, loss: 17.8805 2022-04-27 01:48:49,142 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 01:48:49,145 - mmseg - INFO - Iter [83000/160000] lr: 6.910e-07, eta: 23:22:06, time: 1.051, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2767, decode.loss_mask: 0.4972, decode.loss_dice: 0.7491, decode.d0.loss_cls: 2.0370, decode.d0.loss_mask: 0.5453, decode.d0.loss_dice: 0.8699, decode.d1.loss_cls: 0.3578, decode.d1.loss_mask: 0.5174, decode.d1.loss_dice: 0.8016, decode.d2.loss_cls: 0.3212, decode.d2.loss_mask: 0.5083, decode.d2.loss_dice: 0.7808, decode.d3.loss_cls: 0.2975, decode.d3.loss_mask: 0.5007, decode.d3.loss_dice: 0.7583, decode.d4.loss_cls: 0.2904, decode.d4.loss_mask: 0.5008, decode.d4.loss_dice: 0.7559, decode.d5.loss_cls: 0.2808, decode.d5.loss_mask: 0.5012, decode.d5.loss_dice: 0.7597, decode.d6.loss_cls: 0.2783, decode.d6.loss_mask: 0.4992, decode.d6.loss_dice: 0.7533, decode.d7.loss_cls: 0.2768, decode.d7.loss_mask: 0.5011, decode.d7.loss_dice: 0.7549, decode.d8.loss_cls: 0.2770, decode.d8.loss_mask: 0.5006, decode.d8.loss_dice: 0.7518, loss: 17.5005 2022-04-27 01:49:42,834 - mmseg - INFO - Iter [83050/160000] lr: 6.905e-07, eta: 23:21:10, time: 1.074, data_time: 0.013, memory: 64049, decode.loss_cls: 0.2836, decode.loss_mask: 0.4912, decode.loss_dice: 0.7909, decode.d0.loss_cls: 2.0313, decode.d0.loss_mask: 0.5367, decode.d0.loss_dice: 0.9125, decode.d1.loss_cls: 0.3714, decode.d1.loss_mask: 0.5129, decode.d1.loss_dice: 0.8432, decode.d2.loss_cls: 0.3218, decode.d2.loss_mask: 0.4999, decode.d2.loss_dice: 0.8127, decode.d3.loss_cls: 0.3041, decode.d3.loss_mask: 0.4949, decode.d3.loss_dice: 0.7979, decode.d4.loss_cls: 0.2950, decode.d4.loss_mask: 0.4924, decode.d4.loss_dice: 0.8010, decode.d5.loss_cls: 0.2852, decode.d5.loss_mask: 0.4931, decode.d5.loss_dice: 0.7917, decode.d6.loss_cls: 0.2832, decode.d6.loss_mask: 0.4911, decode.d6.loss_dice: 0.7871, decode.d7.loss_cls: 0.2804, decode.d7.loss_mask: 0.4924, decode.d7.loss_dice: 0.7900, decode.d8.loss_cls: 0.2806, decode.d8.loss_mask: 0.4898, decode.d8.loss_dice: 0.7909, loss: 17.8490 2022-04-27 01:50:35,824 - mmseg - INFO - Iter [83100/160000] lr: 6.901e-07, eta: 23:20:14, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2683, decode.loss_mask: 0.5012, decode.loss_dice: 0.7580, decode.d0.loss_cls: 1.9978, decode.d0.loss_mask: 0.5567, decode.d0.loss_dice: 0.8923, decode.d1.loss_cls: 0.3648, decode.d1.loss_mask: 0.5250, decode.d1.loss_dice: 0.8167, decode.d2.loss_cls: 0.3039, decode.d2.loss_mask: 0.5154, decode.d2.loss_dice: 0.7863, decode.d3.loss_cls: 0.2897, decode.d3.loss_mask: 0.5108, decode.d3.loss_dice: 0.7684, decode.d4.loss_cls: 0.2807, decode.d4.loss_mask: 0.5097, decode.d4.loss_dice: 0.7659, decode.d5.loss_cls: 0.2778, decode.d5.loss_mask: 0.5093, decode.d5.loss_dice: 0.7616, decode.d6.loss_cls: 0.2735, decode.d6.loss_mask: 0.5049, decode.d6.loss_dice: 0.7565, decode.d7.loss_cls: 0.2705, decode.d7.loss_mask: 0.5040, decode.d7.loss_dice: 0.7580, decode.d8.loss_cls: 0.2683, decode.d8.loss_mask: 0.5040, decode.d8.loss_dice: 0.7570, loss: 17.5569 2022-04-27 01:51:28,280 - mmseg - INFO - Iter [83150/160000] lr: 6.896e-07, eta: 23:19:18, time: 1.049, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2834, decode.loss_mask: 0.5089, decode.loss_dice: 0.7783, decode.d0.loss_cls: 2.0223, decode.d0.loss_mask: 0.5593, decode.d0.loss_dice: 0.8994, decode.d1.loss_cls: 0.3809, decode.d1.loss_mask: 0.5340, decode.d1.loss_dice: 0.8369, decode.d2.loss_cls: 0.3257, decode.d2.loss_mask: 0.5202, decode.d2.loss_dice: 0.8044, decode.d3.loss_cls: 0.3073, decode.d3.loss_mask: 0.5122, decode.d3.loss_dice: 0.7872, decode.d4.loss_cls: 0.3018, decode.d4.loss_mask: 0.5122, decode.d4.loss_dice: 0.7860, decode.d5.loss_cls: 0.2921, decode.d5.loss_mask: 0.5112, decode.d5.loss_dice: 0.7869, decode.d6.loss_cls: 0.2909, decode.d6.loss_mask: 0.5098, decode.d6.loss_dice: 0.7773, decode.d7.loss_cls: 0.2828, decode.d7.loss_mask: 0.5100, decode.d7.loss_dice: 0.7780, decode.d8.loss_cls: 0.2817, decode.d8.loss_mask: 0.5092, decode.d8.loss_dice: 0.7795, loss: 17.9696 2022-04-27 01:52:21,779 - mmseg - INFO - Iter [83200/160000] lr: 6.892e-07, eta: 23:18:22, time: 1.070, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2625, decode.loss_mask: 0.4969, decode.loss_dice: 0.7468, decode.d0.loss_cls: 1.9770, decode.d0.loss_mask: 0.5431, decode.d0.loss_dice: 0.8637, decode.d1.loss_cls: 0.3597, decode.d1.loss_mask: 0.5167, decode.d1.loss_dice: 0.7855, decode.d2.loss_cls: 0.3034, decode.d2.loss_mask: 0.5064, decode.d2.loss_dice: 0.7669, decode.d3.loss_cls: 0.2856, decode.d3.loss_mask: 0.4965, decode.d3.loss_dice: 0.7534, decode.d4.loss_cls: 0.2754, decode.d4.loss_mask: 0.4955, decode.d4.loss_dice: 0.7558, decode.d5.loss_cls: 0.2739, decode.d5.loss_mask: 0.4936, decode.d5.loss_dice: 0.7512, decode.d6.loss_cls: 0.2642, decode.d6.loss_mask: 0.4944, decode.d6.loss_dice: 0.7512, decode.d7.loss_cls: 0.2667, decode.d7.loss_mask: 0.4943, decode.d7.loss_dice: 0.7487, decode.d8.loss_cls: 0.2609, decode.d8.loss_mask: 0.4963, decode.d8.loss_dice: 0.7474, loss: 17.2335 2022-04-27 01:53:14,992 - mmseg - INFO - Iter [83250/160000] lr: 6.887e-07, eta: 23:17:26, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2751, decode.loss_mask: 0.4876, decode.loss_dice: 0.7779, decode.d0.loss_cls: 2.0143, decode.d0.loss_mask: 0.5374, decode.d0.loss_dice: 0.9049, decode.d1.loss_cls: 0.3740, decode.d1.loss_mask: 0.5107, decode.d1.loss_dice: 0.8277, decode.d2.loss_cls: 0.3204, decode.d2.loss_mask: 0.4989, decode.d2.loss_dice: 0.8065, decode.d3.loss_cls: 0.3002, decode.d3.loss_mask: 0.4922, decode.d3.loss_dice: 0.7887, decode.d4.loss_cls: 0.2903, decode.d4.loss_mask: 0.4909, decode.d4.loss_dice: 0.7826, decode.d5.loss_cls: 0.2835, decode.d5.loss_mask: 0.4895, decode.d5.loss_dice: 0.7814, decode.d6.loss_cls: 0.2786, decode.d6.loss_mask: 0.4876, decode.d6.loss_dice: 0.7766, decode.d7.loss_cls: 0.2790, decode.d7.loss_mask: 0.4854, decode.d7.loss_dice: 0.7829, decode.d8.loss_cls: 0.2763, decode.d8.loss_mask: 0.4855, decode.d8.loss_dice: 0.7795, loss: 17.6659 2022-04-27 01:54:08,152 - mmseg - INFO - Iter [83300/160000] lr: 6.883e-07, eta: 23:16:30, time: 1.063, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2833, decode.loss_mask: 0.5084, decode.loss_dice: 0.7770, decode.d0.loss_cls: 2.0222, decode.d0.loss_mask: 0.5540, decode.d0.loss_dice: 0.8917, decode.d1.loss_cls: 0.3723, decode.d1.loss_mask: 0.5253, decode.d1.loss_dice: 0.8276, decode.d2.loss_cls: 0.3329, decode.d2.loss_mask: 0.5152, decode.d2.loss_dice: 0.8006, decode.d3.loss_cls: 0.3024, decode.d3.loss_mask: 0.5104, decode.d3.loss_dice: 0.7814, decode.d4.loss_cls: 0.2978, decode.d4.loss_mask: 0.5095, decode.d4.loss_dice: 0.7852, decode.d5.loss_cls: 0.2898, decode.d5.loss_mask: 0.5085, decode.d5.loss_dice: 0.7783, decode.d6.loss_cls: 0.2887, decode.d6.loss_mask: 0.5083, decode.d6.loss_dice: 0.7747, decode.d7.loss_cls: 0.2776, decode.d7.loss_mask: 0.5062, decode.d7.loss_dice: 0.7768, decode.d8.loss_cls: 0.2794, decode.d8.loss_mask: 0.5069, decode.d8.loss_dice: 0.7790, loss: 17.8714 2022-04-27 01:55:01,043 - mmseg - INFO - Iter [83350/160000] lr: 6.878e-07, eta: 23:15:34, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2883, decode.loss_mask: 0.4890, decode.loss_dice: 0.7552, decode.d0.loss_cls: 2.0406, decode.d0.loss_mask: 0.5407, decode.d0.loss_dice: 0.8837, decode.d1.loss_cls: 0.3934, decode.d1.loss_mask: 0.5133, decode.d1.loss_dice: 0.8100, decode.d2.loss_cls: 0.3555, decode.d2.loss_mask: 0.5044, decode.d2.loss_dice: 0.7788, decode.d3.loss_cls: 0.3255, decode.d3.loss_mask: 0.4950, decode.d3.loss_dice: 0.7616, decode.d4.loss_cls: 0.3120, decode.d4.loss_mask: 0.4941, decode.d4.loss_dice: 0.7624, decode.d5.loss_cls: 0.3078, decode.d5.loss_mask: 0.4932, decode.d5.loss_dice: 0.7631, decode.d6.loss_cls: 0.2980, decode.d6.loss_mask: 0.4893, decode.d6.loss_dice: 0.7554, decode.d7.loss_cls: 0.2960, decode.d7.loss_mask: 0.4890, decode.d7.loss_dice: 0.7547, decode.d8.loss_cls: 0.2880, decode.d8.loss_mask: 0.4895, decode.d8.loss_dice: 0.7549, loss: 17.6824 2022-04-27 01:55:57,240 - mmseg - INFO - Iter [83400/160000] lr: 6.874e-07, eta: 23:14:41, time: 1.124, data_time: 0.066, memory: 64049, decode.loss_cls: 0.2817, decode.loss_mask: 0.5077, decode.loss_dice: 0.7720, decode.d0.loss_cls: 2.0275, decode.d0.loss_mask: 0.5510, decode.d0.loss_dice: 0.8979, decode.d1.loss_cls: 0.3817, decode.d1.loss_mask: 0.5262, decode.d1.loss_dice: 0.8260, decode.d2.loss_cls: 0.3284, decode.d2.loss_mask: 0.5137, decode.d2.loss_dice: 0.7943, decode.d3.loss_cls: 0.3045, decode.d3.loss_mask: 0.5095, decode.d3.loss_dice: 0.7771, decode.d4.loss_cls: 0.2919, decode.d4.loss_mask: 0.5085, decode.d4.loss_dice: 0.7780, decode.d5.loss_cls: 0.2878, decode.d5.loss_mask: 0.5070, decode.d5.loss_dice: 0.7751, decode.d6.loss_cls: 0.2825, decode.d6.loss_mask: 0.5080, decode.d6.loss_dice: 0.7714, decode.d7.loss_cls: 0.2824, decode.d7.loss_mask: 0.5081, decode.d7.loss_dice: 0.7749, decode.d8.loss_cls: 0.2800, decode.d8.loss_mask: 0.5079, decode.d8.loss_dice: 0.7723, loss: 17.8352 2022-04-27 01:56:51,278 - mmseg - INFO - Iter [83450/160000] lr: 6.869e-07, eta: 23:13:45, time: 1.081, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2789, decode.loss_mask: 0.4900, decode.loss_dice: 0.7874, decode.d0.loss_cls: 2.0093, decode.d0.loss_mask: 0.5316, decode.d0.loss_dice: 0.9054, decode.d1.loss_cls: 0.3820, decode.d1.loss_mask: 0.5090, decode.d1.loss_dice: 0.8341, decode.d2.loss_cls: 0.3260, decode.d2.loss_mask: 0.4968, decode.d2.loss_dice: 0.8070, decode.d3.loss_cls: 0.3083, decode.d3.loss_mask: 0.4938, decode.d3.loss_dice: 0.7881, decode.d4.loss_cls: 0.2905, decode.d4.loss_mask: 0.4940, decode.d4.loss_dice: 0.7879, decode.d5.loss_cls: 0.2862, decode.d5.loss_mask: 0.4934, decode.d5.loss_dice: 0.7899, decode.d6.loss_cls: 0.2878, decode.d6.loss_mask: 0.4912, decode.d6.loss_dice: 0.7815, decode.d7.loss_cls: 0.2811, decode.d7.loss_mask: 0.4900, decode.d7.loss_dice: 0.7844, decode.d8.loss_cls: 0.2781, decode.d8.loss_mask: 0.4897, decode.d8.loss_dice: 0.7862, loss: 17.7598 2022-04-27 01:57:44,444 - mmseg - INFO - Iter [83500/160000] lr: 6.865e-07, eta: 23:12:49, time: 1.063, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2529, decode.loss_mask: 0.4952, decode.loss_dice: 0.7752, decode.d0.loss_cls: 1.9887, decode.d0.loss_mask: 0.5402, decode.d0.loss_dice: 0.8987, decode.d1.loss_cls: 0.3557, decode.d1.loss_mask: 0.5127, decode.d1.loss_dice: 0.8279, decode.d2.loss_cls: 0.3015, decode.d2.loss_mask: 0.5017, decode.d2.loss_dice: 0.8034, decode.d3.loss_cls: 0.2758, decode.d3.loss_mask: 0.4996, decode.d3.loss_dice: 0.7865, decode.d4.loss_cls: 0.2681, decode.d4.loss_mask: 0.4970, decode.d4.loss_dice: 0.7842, decode.d5.loss_cls: 0.2660, decode.d5.loss_mask: 0.4947, decode.d5.loss_dice: 0.7799, decode.d6.loss_cls: 0.2578, decode.d6.loss_mask: 0.4952, decode.d6.loss_dice: 0.7785, decode.d7.loss_cls: 0.2581, decode.d7.loss_mask: 0.4940, decode.d7.loss_dice: 0.7761, decode.d8.loss_cls: 0.2557, decode.d8.loss_mask: 0.4934, decode.d8.loss_dice: 0.7774, loss: 17.4917 2022-04-27 01:58:37,696 - mmseg - INFO - Iter [83550/160000] lr: 6.861e-07, eta: 23:11:54, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2782, decode.loss_mask: 0.4880, decode.loss_dice: 0.7546, decode.d0.loss_cls: 2.0085, decode.d0.loss_mask: 0.5387, decode.d0.loss_dice: 0.8786, decode.d1.loss_cls: 0.3706, decode.d1.loss_mask: 0.5125, decode.d1.loss_dice: 0.8033, decode.d2.loss_cls: 0.3254, decode.d2.loss_mask: 0.4985, decode.d2.loss_dice: 0.7742, decode.d3.loss_cls: 0.2960, decode.d3.loss_mask: 0.4919, decode.d3.loss_dice: 0.7609, decode.d4.loss_cls: 0.2859, decode.d4.loss_mask: 0.4933, decode.d4.loss_dice: 0.7606, decode.d5.loss_cls: 0.2803, decode.d5.loss_mask: 0.4933, decode.d5.loss_dice: 0.7621, decode.d6.loss_cls: 0.2774, decode.d6.loss_mask: 0.4912, decode.d6.loss_dice: 0.7558, decode.d7.loss_cls: 0.2747, decode.d7.loss_mask: 0.4909, decode.d7.loss_dice: 0.7588, decode.d8.loss_cls: 0.2761, decode.d8.loss_mask: 0.4888, decode.d8.loss_dice: 0.7556, loss: 17.4245 2022-04-27 01:59:30,180 - mmseg - INFO - Iter [83600/160000] lr: 6.856e-07, eta: 23:10:57, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2817, decode.loss_mask: 0.4768, decode.loss_dice: 0.7849, decode.d0.loss_cls: 2.0508, decode.d0.loss_mask: 0.5238, decode.d0.loss_dice: 0.9006, decode.d1.loss_cls: 0.3880, decode.d1.loss_mask: 0.4932, decode.d1.loss_dice: 0.8297, decode.d2.loss_cls: 0.3309, decode.d2.loss_mask: 0.4831, decode.d2.loss_dice: 0.8095, decode.d3.loss_cls: 0.3130, decode.d3.loss_mask: 0.4773, decode.d3.loss_dice: 0.7862, decode.d4.loss_cls: 0.2943, decode.d4.loss_mask: 0.4766, decode.d4.loss_dice: 0.7886, decode.d5.loss_cls: 0.2951, decode.d5.loss_mask: 0.4746, decode.d5.loss_dice: 0.7837, decode.d6.loss_cls: 0.2799, decode.d6.loss_mask: 0.4766, decode.d6.loss_dice: 0.7821, decode.d7.loss_cls: 0.2852, decode.d7.loss_mask: 0.4757, decode.d7.loss_dice: 0.7811, decode.d8.loss_cls: 0.2813, decode.d8.loss_mask: 0.4777, decode.d8.loss_dice: 0.7822, loss: 17.6640 2022-04-27 02:00:26,090 - mmseg - INFO - Iter [83650/160000] lr: 6.852e-07, eta: 23:10:04, time: 1.118, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2963, decode.loss_mask: 0.5048, decode.loss_dice: 0.7802, decode.d0.loss_cls: 2.0266, decode.d0.loss_mask: 0.5473, decode.d0.loss_dice: 0.9085, decode.d1.loss_cls: 0.3906, decode.d1.loss_mask: 0.5259, decode.d1.loss_dice: 0.8370, decode.d2.loss_cls: 0.3399, decode.d2.loss_mask: 0.5128, decode.d2.loss_dice: 0.8068, decode.d3.loss_cls: 0.3197, decode.d3.loss_mask: 0.5071, decode.d3.loss_dice: 0.7905, decode.d4.loss_cls: 0.3157, decode.d4.loss_mask: 0.5086, decode.d4.loss_dice: 0.7878, decode.d5.loss_cls: 0.3040, decode.d5.loss_mask: 0.5065, decode.d5.loss_dice: 0.7881, decode.d6.loss_cls: 0.2978, decode.d6.loss_mask: 0.5038, decode.d6.loss_dice: 0.7805, decode.d7.loss_cls: 0.2955, decode.d7.loss_mask: 0.5044, decode.d7.loss_dice: 0.7800, decode.d8.loss_cls: 0.2944, decode.d8.loss_mask: 0.5039, decode.d8.loss_dice: 0.7801, loss: 18.0453 2022-04-27 02:01:20,001 - mmseg - INFO - Iter [83700/160000] lr: 6.847e-07, eta: 23:09:08, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2725, decode.loss_mask: 0.4789, decode.loss_dice: 0.7592, decode.d0.loss_cls: 2.0014, decode.d0.loss_mask: 0.5242, decode.d0.loss_dice: 0.8770, decode.d1.loss_cls: 0.3712, decode.d1.loss_mask: 0.4921, decode.d1.loss_dice: 0.8033, decode.d2.loss_cls: 0.3260, decode.d2.loss_mask: 0.4863, decode.d2.loss_dice: 0.7796, decode.d3.loss_cls: 0.2965, decode.d3.loss_mask: 0.4821, decode.d3.loss_dice: 0.7655, decode.d4.loss_cls: 0.2885, decode.d4.loss_mask: 0.4813, decode.d4.loss_dice: 0.7700, decode.d5.loss_cls: 0.2799, decode.d5.loss_mask: 0.4790, decode.d5.loss_dice: 0.7659, decode.d6.loss_cls: 0.2780, decode.d6.loss_mask: 0.4785, decode.d6.loss_dice: 0.7600, decode.d7.loss_cls: 0.2735, decode.d7.loss_mask: 0.4788, decode.d7.loss_dice: 0.7626, decode.d8.loss_cls: 0.2764, decode.d8.loss_mask: 0.4777, decode.d8.loss_dice: 0.7609, loss: 17.3267 2022-04-27 02:02:13,451 - mmseg - INFO - Iter [83750/160000] lr: 6.843e-07, eta: 23:08:13, time: 1.069, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2707, decode.loss_mask: 0.4818, decode.loss_dice: 0.7470, decode.d0.loss_cls: 2.0448, decode.d0.loss_mask: 0.5301, decode.d0.loss_dice: 0.8633, decode.d1.loss_cls: 0.3606, decode.d1.loss_mask: 0.5023, decode.d1.loss_dice: 0.8030, decode.d2.loss_cls: 0.3222, decode.d2.loss_mask: 0.4919, decode.d2.loss_dice: 0.7701, decode.d3.loss_cls: 0.2933, decode.d3.loss_mask: 0.4856, decode.d3.loss_dice: 0.7566, decode.d4.loss_cls: 0.2782, decode.d4.loss_mask: 0.4854, decode.d4.loss_dice: 0.7576, decode.d5.loss_cls: 0.2728, decode.d5.loss_mask: 0.4854, decode.d5.loss_dice: 0.7540, decode.d6.loss_cls: 0.2715, decode.d6.loss_mask: 0.4847, decode.d6.loss_dice: 0.7508, decode.d7.loss_cls: 0.2695, decode.d7.loss_mask: 0.4836, decode.d7.loss_dice: 0.7528, decode.d8.loss_cls: 0.2668, decode.d8.loss_mask: 0.4841, decode.d8.loss_dice: 0.7525, loss: 17.2731 2022-04-27 02:03:06,935 - mmseg - INFO - Iter [83800/160000] lr: 6.838e-07, eta: 23:07:17, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2699, decode.loss_mask: 0.4822, decode.loss_dice: 0.7511, decode.d0.loss_cls: 1.9489, decode.d0.loss_mask: 0.5262, decode.d0.loss_dice: 0.8696, decode.d1.loss_cls: 0.3763, decode.d1.loss_mask: 0.4992, decode.d1.loss_dice: 0.7940, decode.d2.loss_cls: 0.3148, decode.d2.loss_mask: 0.4896, decode.d2.loss_dice: 0.7739, decode.d3.loss_cls: 0.2906, decode.d3.loss_mask: 0.4912, decode.d3.loss_dice: 0.7570, decode.d4.loss_cls: 0.2839, decode.d4.loss_mask: 0.4881, decode.d4.loss_dice: 0.7589, decode.d5.loss_cls: 0.2760, decode.d5.loss_mask: 0.4869, decode.d5.loss_dice: 0.7576, decode.d6.loss_cls: 0.2759, decode.d6.loss_mask: 0.4875, decode.d6.loss_dice: 0.7553, decode.d7.loss_cls: 0.2697, decode.d7.loss_mask: 0.4856, decode.d7.loss_dice: 0.7523, decode.d8.loss_cls: 0.2682, decode.d8.loss_mask: 0.4856, decode.d8.loss_dice: 0.7513, loss: 17.2174 2022-04-27 02:03:59,893 - mmseg - INFO - Iter [83850/160000] lr: 6.834e-07, eta: 23:06:21, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2582, decode.loss_mask: 0.4933, decode.loss_dice: 0.7706, decode.d0.loss_cls: 1.9682, decode.d0.loss_mask: 0.5336, decode.d0.loss_dice: 0.8858, decode.d1.loss_cls: 0.3416, decode.d1.loss_mask: 0.5105, decode.d1.loss_dice: 0.8181, decode.d2.loss_cls: 0.3056, decode.d2.loss_mask: 0.5008, decode.d2.loss_dice: 0.7952, decode.d3.loss_cls: 0.2771, decode.d3.loss_mask: 0.4978, decode.d3.loss_dice: 0.7800, decode.d4.loss_cls: 0.2719, decode.d4.loss_mask: 0.4969, decode.d4.loss_dice: 0.7810, decode.d5.loss_cls: 0.2670, decode.d5.loss_mask: 0.4949, decode.d5.loss_dice: 0.7762, decode.d6.loss_cls: 0.2664, decode.d6.loss_mask: 0.4940, decode.d6.loss_dice: 0.7727, decode.d7.loss_cls: 0.2625, decode.d7.loss_mask: 0.4914, decode.d7.loss_dice: 0.7726, decode.d8.loss_cls: 0.2596, decode.d8.loss_mask: 0.4919, decode.d8.loss_dice: 0.7739, loss: 17.4091 2022-04-27 02:04:54,352 - mmseg - INFO - Iter [83900/160000] lr: 6.829e-07, eta: 23:05:26, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2842, decode.loss_mask: 0.4951, decode.loss_dice: 0.7623, decode.d0.loss_cls: 2.0044, decode.d0.loss_mask: 0.5370, decode.d0.loss_dice: 0.8840, decode.d1.loss_cls: 0.3796, decode.d1.loss_mask: 0.5131, decode.d1.loss_dice: 0.8088, decode.d2.loss_cls: 0.3264, decode.d2.loss_mask: 0.5042, decode.d2.loss_dice: 0.7873, decode.d3.loss_cls: 0.3052, decode.d3.loss_mask: 0.4982, decode.d3.loss_dice: 0.7690, decode.d4.loss_cls: 0.2946, decode.d4.loss_mask: 0.4956, decode.d4.loss_dice: 0.7752, decode.d5.loss_cls: 0.2896, decode.d5.loss_mask: 0.4982, decode.d5.loss_dice: 0.7637, decode.d6.loss_cls: 0.2846, decode.d6.loss_mask: 0.4955, decode.d6.loss_dice: 0.7595, decode.d7.loss_cls: 0.2871, decode.d7.loss_mask: 0.4937, decode.d7.loss_dice: 0.7632, decode.d8.loss_cls: 0.2764, decode.d8.loss_mask: 0.4965, decode.d8.loss_dice: 0.7655, loss: 17.5976 2022-04-27 02:05:49,367 - mmseg - INFO - Iter [83950/160000] lr: 6.825e-07, eta: 23:04:32, time: 1.100, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2822, decode.loss_mask: 0.4718, decode.loss_dice: 0.7572, decode.d0.loss_cls: 2.0605, decode.d0.loss_mask: 0.5161, decode.d0.loss_dice: 0.8768, decode.d1.loss_cls: 0.3994, decode.d1.loss_mask: 0.4912, decode.d1.loss_dice: 0.8090, decode.d2.loss_cls: 0.3309, decode.d2.loss_mask: 0.4811, decode.d2.loss_dice: 0.7877, decode.d3.loss_cls: 0.3066, decode.d3.loss_mask: 0.4762, decode.d3.loss_dice: 0.7671, decode.d4.loss_cls: 0.3024, decode.d4.loss_mask: 0.4724, decode.d4.loss_dice: 0.7663, decode.d5.loss_cls: 0.2939, decode.d5.loss_mask: 0.4723, decode.d5.loss_dice: 0.7670, decode.d6.loss_cls: 0.2898, decode.d6.loss_mask: 0.4699, decode.d6.loss_dice: 0.7590, decode.d7.loss_cls: 0.2892, decode.d7.loss_mask: 0.4720, decode.d7.loss_dice: 0.7553, decode.d8.loss_cls: 0.2895, decode.d8.loss_mask: 0.4710, decode.d8.loss_dice: 0.7570, loss: 17.4407 2022-04-27 02:06:43,245 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 02:06:43,247 - mmseg - INFO - Iter [84000/160000] lr: 6.820e-07, eta: 23:03:37, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2761, decode.loss_mask: 0.4898, decode.loss_dice: 0.7874, decode.d0.loss_cls: 2.0167, decode.d0.loss_mask: 0.5362, decode.d0.loss_dice: 0.9121, decode.d1.loss_cls: 0.3745, decode.d1.loss_mask: 0.5057, decode.d1.loss_dice: 0.8311, decode.d2.loss_cls: 0.3305, decode.d2.loss_mask: 0.4984, decode.d2.loss_dice: 0.8081, decode.d3.loss_cls: 0.3035, decode.d3.loss_mask: 0.4926, decode.d3.loss_dice: 0.7953, decode.d4.loss_cls: 0.2906, decode.d4.loss_mask: 0.4932, decode.d4.loss_dice: 0.7895, decode.d5.loss_cls: 0.2847, decode.d5.loss_mask: 0.4897, decode.d5.loss_dice: 0.7911, decode.d6.loss_cls: 0.2847, decode.d6.loss_mask: 0.4889, decode.d6.loss_dice: 0.7830, decode.d7.loss_cls: 0.2730, decode.d7.loss_mask: 0.4904, decode.d7.loss_dice: 0.7887, decode.d8.loss_cls: 0.2733, decode.d8.loss_mask: 0.4898, decode.d8.loss_dice: 0.7868, loss: 17.7554 2022-04-27 02:07:36,251 - mmseg - INFO - Iter [84050/160000] lr: 6.816e-07, eta: 23:02:40, time: 1.061, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2737, decode.loss_mask: 0.4795, decode.loss_dice: 0.7528, decode.d0.loss_cls: 2.0403, decode.d0.loss_mask: 0.5276, decode.d0.loss_dice: 0.8724, decode.d1.loss_cls: 0.3697, decode.d1.loss_mask: 0.5031, decode.d1.loss_dice: 0.8037, decode.d2.loss_cls: 0.3203, decode.d2.loss_mask: 0.4882, decode.d2.loss_dice: 0.7790, decode.d3.loss_cls: 0.3013, decode.d3.loss_mask: 0.4828, decode.d3.loss_dice: 0.7623, decode.d4.loss_cls: 0.2858, decode.d4.loss_mask: 0.4821, decode.d4.loss_dice: 0.7595, decode.d5.loss_cls: 0.2846, decode.d5.loss_mask: 0.4800, decode.d5.loss_dice: 0.7603, decode.d6.loss_cls: 0.2865, decode.d6.loss_mask: 0.4793, decode.d6.loss_dice: 0.7549, decode.d7.loss_cls: 0.2844, decode.d7.loss_mask: 0.4789, decode.d7.loss_dice: 0.7548, decode.d8.loss_cls: 0.2807, decode.d8.loss_mask: 0.4806, decode.d8.loss_dice: 0.7566, loss: 17.3657 2022-04-27 02:08:29,127 - mmseg - INFO - Iter [84100/160000] lr: 6.811e-07, eta: 23:01:44, time: 1.058, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2710, decode.loss_mask: 0.4975, decode.loss_dice: 0.7532, decode.d0.loss_cls: 1.9824, decode.d0.loss_mask: 0.5408, decode.d0.loss_dice: 0.8815, decode.d1.loss_cls: 0.3519, decode.d1.loss_mask: 0.5136, decode.d1.loss_dice: 0.8036, decode.d2.loss_cls: 0.3146, decode.d2.loss_mask: 0.5043, decode.d2.loss_dice: 0.7797, decode.d3.loss_cls: 0.2930, decode.d3.loss_mask: 0.5020, decode.d3.loss_dice: 0.7603, decode.d4.loss_cls: 0.2851, decode.d4.loss_mask: 0.5021, decode.d4.loss_dice: 0.7614, decode.d5.loss_cls: 0.2809, decode.d5.loss_mask: 0.5016, decode.d5.loss_dice: 0.7562, decode.d6.loss_cls: 0.2715, decode.d6.loss_mask: 0.4992, decode.d6.loss_dice: 0.7514, decode.d7.loss_cls: 0.2723, decode.d7.loss_mask: 0.4979, decode.d7.loss_dice: 0.7538, decode.d8.loss_cls: 0.2634, decode.d8.loss_mask: 0.4985, decode.d8.loss_dice: 0.7576, loss: 17.4023 2022-04-27 02:09:21,851 - mmseg - INFO - Iter [84150/160000] lr: 6.807e-07, eta: 23:00:48, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2747, decode.loss_mask: 0.5129, decode.loss_dice: 0.7986, decode.d0.loss_cls: 2.0409, decode.d0.loss_mask: 0.5572, decode.d0.loss_dice: 0.9125, decode.d1.loss_cls: 0.3683, decode.d1.loss_mask: 0.5338, decode.d1.loss_dice: 0.8479, decode.d2.loss_cls: 0.3288, decode.d2.loss_mask: 0.5201, decode.d2.loss_dice: 0.8138, decode.d3.loss_cls: 0.3083, decode.d3.loss_mask: 0.5143, decode.d3.loss_dice: 0.7970, decode.d4.loss_cls: 0.3007, decode.d4.loss_mask: 0.5142, decode.d4.loss_dice: 0.7998, decode.d5.loss_cls: 0.2911, decode.d5.loss_mask: 0.5119, decode.d5.loss_dice: 0.7976, decode.d6.loss_cls: 0.2823, decode.d6.loss_mask: 0.5125, decode.d6.loss_dice: 0.7949, decode.d7.loss_cls: 0.2790, decode.d7.loss_mask: 0.5147, decode.d7.loss_dice: 0.7964, decode.d8.loss_cls: 0.2822, decode.d8.loss_mask: 0.5129, decode.d8.loss_dice: 0.7969, loss: 18.1161 2022-04-27 02:10:15,654 - mmseg - INFO - Iter [84200/160000] lr: 6.802e-07, eta: 22:59:53, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2766, decode.loss_mask: 0.4999, decode.loss_dice: 0.7752, decode.d0.loss_cls: 2.0600, decode.d0.loss_mask: 0.5508, decode.d0.loss_dice: 0.8932, decode.d1.loss_cls: 0.3831, decode.d1.loss_mask: 0.5262, decode.d1.loss_dice: 0.8272, decode.d2.loss_cls: 0.3198, decode.d2.loss_mask: 0.5090, decode.d2.loss_dice: 0.7973, decode.d3.loss_cls: 0.2983, decode.d3.loss_mask: 0.5052, decode.d3.loss_dice: 0.7799, decode.d4.loss_cls: 0.2933, decode.d4.loss_mask: 0.5004, decode.d4.loss_dice: 0.7790, decode.d5.loss_cls: 0.2818, decode.d5.loss_mask: 0.5024, decode.d5.loss_dice: 0.7802, decode.d6.loss_cls: 0.2749, decode.d6.loss_mask: 0.5007, decode.d6.loss_dice: 0.7759, decode.d7.loss_cls: 0.2755, decode.d7.loss_mask: 0.5010, decode.d7.loss_dice: 0.7786, decode.d8.loss_cls: 0.2798, decode.d8.loss_mask: 0.4993, decode.d8.loss_dice: 0.7760, loss: 17.8006 2022-04-27 02:11:09,604 - mmseg - INFO - Iter [84250/160000] lr: 6.798e-07, eta: 22:58:57, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2716, decode.loss_mask: 0.5005, decode.loss_dice: 0.7616, decode.d0.loss_cls: 1.9735, decode.d0.loss_mask: 0.5550, decode.d0.loss_dice: 0.8832, decode.d1.loss_cls: 0.3609, decode.d1.loss_mask: 0.5182, decode.d1.loss_dice: 0.8177, decode.d2.loss_cls: 0.3140, decode.d2.loss_mask: 0.5092, decode.d2.loss_dice: 0.7899, decode.d3.loss_cls: 0.2974, decode.d3.loss_mask: 0.5046, decode.d3.loss_dice: 0.7735, decode.d4.loss_cls: 0.2872, decode.d4.loss_mask: 0.5034, decode.d4.loss_dice: 0.7710, decode.d5.loss_cls: 0.2784, decode.d5.loss_mask: 0.5048, decode.d5.loss_dice: 0.7685, decode.d6.loss_cls: 0.2810, decode.d6.loss_mask: 0.5008, decode.d6.loss_dice: 0.7618, decode.d7.loss_cls: 0.2687, decode.d7.loss_mask: 0.5021, decode.d7.loss_dice: 0.7660, decode.d8.loss_cls: 0.2657, decode.d8.loss_mask: 0.5025, decode.d8.loss_dice: 0.7607, loss: 17.5532 2022-04-27 02:12:03,160 - mmseg - INFO - Iter [84300/160000] lr: 6.793e-07, eta: 22:58:02, time: 1.072, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2625, decode.loss_mask: 0.5136, decode.loss_dice: 0.7811, decode.d0.loss_cls: 1.9884, decode.d0.loss_mask: 0.5631, decode.d0.loss_dice: 0.9031, decode.d1.loss_cls: 0.3642, decode.d1.loss_mask: 0.5314, decode.d1.loss_dice: 0.8279, decode.d2.loss_cls: 0.3101, decode.d2.loss_mask: 0.5216, decode.d2.loss_dice: 0.8086, decode.d3.loss_cls: 0.2820, decode.d3.loss_mask: 0.5180, decode.d3.loss_dice: 0.7900, decode.d4.loss_cls: 0.2765, decode.d4.loss_mask: 0.5167, decode.d4.loss_dice: 0.7926, decode.d5.loss_cls: 0.2634, decode.d5.loss_mask: 0.5166, decode.d5.loss_dice: 0.7891, decode.d6.loss_cls: 0.2651, decode.d6.loss_mask: 0.5159, decode.d6.loss_dice: 0.7828, decode.d7.loss_cls: 0.2646, decode.d7.loss_mask: 0.5143, decode.d7.loss_dice: 0.7793, decode.d8.loss_cls: 0.2581, decode.d8.loss_mask: 0.5146, decode.d8.loss_dice: 0.7833, loss: 17.7983 2022-04-27 02:12:56,533 - mmseg - INFO - Iter [84350/160000] lr: 6.789e-07, eta: 22:57:06, time: 1.067, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2709, decode.loss_mask: 0.4911, decode.loss_dice: 0.7647, decode.d0.loss_cls: 2.0173, decode.d0.loss_mask: 0.5372, decode.d0.loss_dice: 0.8851, decode.d1.loss_cls: 0.3636, decode.d1.loss_mask: 0.5087, decode.d1.loss_dice: 0.8141, decode.d2.loss_cls: 0.3028, decode.d2.loss_mask: 0.5033, decode.d2.loss_dice: 0.7844, decode.d3.loss_cls: 0.2843, decode.d3.loss_mask: 0.4971, decode.d3.loss_dice: 0.7733, decode.d4.loss_cls: 0.2731, decode.d4.loss_mask: 0.4981, decode.d4.loss_dice: 0.7768, decode.d5.loss_cls: 0.2773, decode.d5.loss_mask: 0.4938, decode.d5.loss_dice: 0.7703, decode.d6.loss_cls: 0.2683, decode.d6.loss_mask: 0.4938, decode.d6.loss_dice: 0.7674, decode.d7.loss_cls: 0.2671, decode.d7.loss_mask: 0.4932, decode.d7.loss_dice: 0.7697, decode.d8.loss_cls: 0.2661, decode.d8.loss_mask: 0.4943, decode.d8.loss_dice: 0.7662, loss: 17.4732 2022-04-27 02:13:50,209 - mmseg - INFO - Iter [84400/160000] lr: 6.784e-07, eta: 22:56:11, time: 1.074, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2772, decode.loss_mask: 0.5061, decode.loss_dice: 0.7754, decode.d0.loss_cls: 1.9756, decode.d0.loss_mask: 0.5524, decode.d0.loss_dice: 0.9061, decode.d1.loss_cls: 0.3669, decode.d1.loss_mask: 0.5288, decode.d1.loss_dice: 0.8348, decode.d2.loss_cls: 0.3189, decode.d2.loss_mask: 0.5152, decode.d2.loss_dice: 0.8088, decode.d3.loss_cls: 0.2958, decode.d3.loss_mask: 0.5113, decode.d3.loss_dice: 0.7892, decode.d4.loss_cls: 0.2835, decode.d4.loss_mask: 0.5084, decode.d4.loss_dice: 0.7872, decode.d5.loss_cls: 0.2819, decode.d5.loss_mask: 0.5092, decode.d5.loss_dice: 0.7820, decode.d6.loss_cls: 0.2764, decode.d6.loss_mask: 0.5073, decode.d6.loss_dice: 0.7764, decode.d7.loss_cls: 0.2773, decode.d7.loss_mask: 0.5072, decode.d7.loss_dice: 0.7769, decode.d8.loss_cls: 0.2728, decode.d8.loss_mask: 0.5070, decode.d8.loss_dice: 0.7781, loss: 17.7942 2022-04-27 02:14:43,661 - mmseg - INFO - Iter [84450/160000] lr: 6.780e-07, eta: 22:55:15, time: 1.069, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2951, decode.loss_mask: 0.4893, decode.loss_dice: 0.7709, decode.d0.loss_cls: 1.9834, decode.d0.loss_mask: 0.5370, decode.d0.loss_dice: 0.8800, decode.d1.loss_cls: 0.3750, decode.d1.loss_mask: 0.5115, decode.d1.loss_dice: 0.8199, decode.d2.loss_cls: 0.3330, decode.d2.loss_mask: 0.5006, decode.d2.loss_dice: 0.7964, decode.d3.loss_cls: 0.3106, decode.d3.loss_mask: 0.4951, decode.d3.loss_dice: 0.7790, decode.d4.loss_cls: 0.3037, decode.d4.loss_mask: 0.4934, decode.d4.loss_dice: 0.7838, decode.d5.loss_cls: 0.3051, decode.d5.loss_mask: 0.4912, decode.d5.loss_dice: 0.7768, decode.d6.loss_cls: 0.2980, decode.d6.loss_mask: 0.4926, decode.d6.loss_dice: 0.7742, decode.d7.loss_cls: 0.2968, decode.d7.loss_mask: 0.4906, decode.d7.loss_dice: 0.7739, decode.d8.loss_cls: 0.2956, decode.d8.loss_mask: 0.4889, decode.d8.loss_dice: 0.7725, loss: 17.7140 2022-04-27 02:15:37,193 - mmseg - INFO - Iter [84500/160000] lr: 6.775e-07, eta: 22:54:19, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2645, decode.loss_mask: 0.4867, decode.loss_dice: 0.7444, decode.d0.loss_cls: 1.9282, decode.d0.loss_mask: 0.5371, decode.d0.loss_dice: 0.8586, decode.d1.loss_cls: 0.3592, decode.d1.loss_mask: 0.5080, decode.d1.loss_dice: 0.7938, decode.d2.loss_cls: 0.3097, decode.d2.loss_mask: 0.4986, decode.d2.loss_dice: 0.7689, decode.d3.loss_cls: 0.2855, decode.d3.loss_mask: 0.4896, decode.d3.loss_dice: 0.7543, decode.d4.loss_cls: 0.2776, decode.d4.loss_mask: 0.4886, decode.d4.loss_dice: 0.7512, decode.d5.loss_cls: 0.2733, decode.d5.loss_mask: 0.4882, decode.d5.loss_dice: 0.7513, decode.d6.loss_cls: 0.2697, decode.d6.loss_mask: 0.4885, decode.d6.loss_dice: 0.7481, decode.d7.loss_cls: 0.2712, decode.d7.loss_mask: 0.4876, decode.d7.loss_dice: 0.7453, decode.d8.loss_cls: 0.2651, decode.d8.loss_mask: 0.4851, decode.d8.loss_dice: 0.7459, loss: 17.1239 2022-04-27 02:16:30,502 - mmseg - INFO - Iter [84550/160000] lr: 6.771e-07, eta: 22:53:24, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.3000, decode.loss_mask: 0.5102, decode.loss_dice: 0.7738, decode.d0.loss_cls: 2.0398, decode.d0.loss_mask: 0.5611, decode.d0.loss_dice: 0.9050, decode.d1.loss_cls: 0.4070, decode.d1.loss_mask: 0.5281, decode.d1.loss_dice: 0.8243, decode.d2.loss_cls: 0.3507, decode.d2.loss_mask: 0.5194, decode.d2.loss_dice: 0.8047, decode.d3.loss_cls: 0.3254, decode.d3.loss_mask: 0.5138, decode.d3.loss_dice: 0.7826, decode.d4.loss_cls: 0.3165, decode.d4.loss_mask: 0.5130, decode.d4.loss_dice: 0.7801, decode.d5.loss_cls: 0.3119, decode.d5.loss_mask: 0.5121, decode.d5.loss_dice: 0.7799, decode.d6.loss_cls: 0.3067, decode.d6.loss_mask: 0.5102, decode.d6.loss_dice: 0.7725, decode.d7.loss_cls: 0.3025, decode.d7.loss_mask: 0.5087, decode.d7.loss_dice: 0.7759, decode.d8.loss_cls: 0.3055, decode.d8.loss_mask: 0.5094, decode.d8.loss_dice: 0.7732, loss: 18.1242 2022-04-27 02:17:24,142 - mmseg - INFO - Iter [84600/160000] lr: 6.766e-07, eta: 22:52:28, time: 1.073, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2565, decode.loss_mask: 0.4912, decode.loss_dice: 0.7458, decode.d0.loss_cls: 1.9448, decode.d0.loss_mask: 0.5464, decode.d0.loss_dice: 0.8670, decode.d1.loss_cls: 0.3580, decode.d1.loss_mask: 0.5128, decode.d1.loss_dice: 0.7952, decode.d2.loss_cls: 0.3033, decode.d2.loss_mask: 0.5008, decode.d2.loss_dice: 0.7702, decode.d3.loss_cls: 0.2790, decode.d3.loss_mask: 0.4938, decode.d3.loss_dice: 0.7567, decode.d4.loss_cls: 0.2706, decode.d4.loss_mask: 0.4939, decode.d4.loss_dice: 0.7555, decode.d5.loss_cls: 0.2701, decode.d5.loss_mask: 0.4920, decode.d5.loss_dice: 0.7536, decode.d6.loss_cls: 0.2677, decode.d6.loss_mask: 0.4918, decode.d6.loss_dice: 0.7505, decode.d7.loss_cls: 0.2596, decode.d7.loss_mask: 0.4917, decode.d7.loss_dice: 0.7533, decode.d8.loss_cls: 0.2563, decode.d8.loss_mask: 0.4927, decode.d8.loss_dice: 0.7503, loss: 17.1712 2022-04-27 02:18:20,129 - mmseg - INFO - Iter [84650/160000] lr: 6.762e-07, eta: 22:51:35, time: 1.120, data_time: 0.062, memory: 64049, decode.loss_cls: 0.2706, decode.loss_mask: 0.5119, decode.loss_dice: 0.7566, decode.d0.loss_cls: 1.9742, decode.d0.loss_mask: 0.5506, decode.d0.loss_dice: 0.8736, decode.d1.loss_cls: 0.3592, decode.d1.loss_mask: 0.5280, decode.d1.loss_dice: 0.8019, decode.d2.loss_cls: 0.3208, decode.d2.loss_mask: 0.5201, decode.d2.loss_dice: 0.7758, decode.d3.loss_cls: 0.2959, decode.d3.loss_mask: 0.5140, decode.d3.loss_dice: 0.7607, decode.d4.loss_cls: 0.2859, decode.d4.loss_mask: 0.5137, decode.d4.loss_dice: 0.7597, decode.d5.loss_cls: 0.2828, decode.d5.loss_mask: 0.5118, decode.d5.loss_dice: 0.7656, decode.d6.loss_cls: 0.2754, decode.d6.loss_mask: 0.5109, decode.d6.loss_dice: 0.7615, decode.d7.loss_cls: 0.2729, decode.d7.loss_mask: 0.5114, decode.d7.loss_dice: 0.7599, decode.d8.loss_cls: 0.2707, decode.d8.loss_mask: 0.5106, decode.d8.loss_dice: 0.7583, loss: 17.5650 2022-04-27 02:19:13,224 - mmseg - INFO - Iter [84700/160000] lr: 6.757e-07, eta: 22:50:39, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2581, decode.loss_mask: 0.4637, decode.loss_dice: 0.7439, decode.d0.loss_cls: 2.0106, decode.d0.loss_mask: 0.5060, decode.d0.loss_dice: 0.8637, decode.d1.loss_cls: 0.3642, decode.d1.loss_mask: 0.4781, decode.d1.loss_dice: 0.7889, decode.d2.loss_cls: 0.3152, decode.d2.loss_mask: 0.4677, decode.d2.loss_dice: 0.7624, decode.d3.loss_cls: 0.2970, decode.d3.loss_mask: 0.4642, decode.d3.loss_dice: 0.7457, decode.d4.loss_cls: 0.2815, decode.d4.loss_mask: 0.4636, decode.d4.loss_dice: 0.7468, decode.d5.loss_cls: 0.2743, decode.d5.loss_mask: 0.4643, decode.d5.loss_dice: 0.7458, decode.d6.loss_cls: 0.2646, decode.d6.loss_mask: 0.4619, decode.d6.loss_dice: 0.7435, decode.d7.loss_cls: 0.2618, decode.d7.loss_mask: 0.4631, decode.d7.loss_dice: 0.7457, decode.d8.loss_cls: 0.2615, decode.d8.loss_mask: 0.4628, decode.d8.loss_dice: 0.7459, loss: 16.9164 2022-04-27 02:20:06,886 - mmseg - INFO - Iter [84750/160000] lr: 6.753e-07, eta: 22:49:43, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2575, decode.loss_mask: 0.5004, decode.loss_dice: 0.7662, decode.d0.loss_cls: 1.9573, decode.d0.loss_mask: 0.5589, decode.d0.loss_dice: 0.8942, decode.d1.loss_cls: 0.3463, decode.d1.loss_mask: 0.5203, decode.d1.loss_dice: 0.8197, decode.d2.loss_cls: 0.2978, decode.d2.loss_mask: 0.5090, decode.d2.loss_dice: 0.7943, decode.d3.loss_cls: 0.2741, decode.d3.loss_mask: 0.5052, decode.d3.loss_dice: 0.7753, decode.d4.loss_cls: 0.2715, decode.d4.loss_mask: 0.5045, decode.d4.loss_dice: 0.7808, decode.d5.loss_cls: 0.2629, decode.d5.loss_mask: 0.5027, decode.d5.loss_dice: 0.7781, decode.d6.loss_cls: 0.2542, decode.d6.loss_mask: 0.5018, decode.d6.loss_dice: 0.7723, decode.d7.loss_cls: 0.2566, decode.d7.loss_mask: 0.4996, decode.d7.loss_dice: 0.7702, decode.d8.loss_cls: 0.2525, decode.d8.loss_mask: 0.5015, decode.d8.loss_dice: 0.7714, loss: 17.4571 2022-04-27 02:20:59,126 - mmseg - INFO - Iter [84800/160000] lr: 6.748e-07, eta: 22:48:47, time: 1.045, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2721, decode.loss_mask: 0.4813, decode.loss_dice: 0.7452, decode.d0.loss_cls: 2.0234, decode.d0.loss_mask: 0.5251, decode.d0.loss_dice: 0.8690, decode.d1.loss_cls: 0.3764, decode.d1.loss_mask: 0.4991, decode.d1.loss_dice: 0.7824, decode.d2.loss_cls: 0.3171, decode.d2.loss_mask: 0.4907, decode.d2.loss_dice: 0.7648, decode.d3.loss_cls: 0.2927, decode.d3.loss_mask: 0.4851, decode.d3.loss_dice: 0.7505, decode.d4.loss_cls: 0.2852, decode.d4.loss_mask: 0.4825, decode.d4.loss_dice: 0.7510, decode.d5.loss_cls: 0.2769, decode.d5.loss_mask: 0.4827, decode.d5.loss_dice: 0.7468, decode.d6.loss_cls: 0.2780, decode.d6.loss_mask: 0.4808, decode.d6.loss_dice: 0.7420, decode.d7.loss_cls: 0.2715, decode.d7.loss_mask: 0.4811, decode.d7.loss_dice: 0.7452, decode.d8.loss_cls: 0.2732, decode.d8.loss_mask: 0.4797, decode.d8.loss_dice: 0.7442, loss: 17.1957 2022-04-27 02:21:51,701 - mmseg - INFO - Iter [84850/160000] lr: 6.744e-07, eta: 22:47:50, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2519, decode.loss_mask: 0.5024, decode.loss_dice: 0.7559, decode.d0.loss_cls: 1.9550, decode.d0.loss_mask: 0.5499, decode.d0.loss_dice: 0.8827, decode.d1.loss_cls: 0.3445, decode.d1.loss_mask: 0.5213, decode.d1.loss_dice: 0.8085, decode.d2.loss_cls: 0.2877, decode.d2.loss_mask: 0.5109, decode.d2.loss_dice: 0.7814, decode.d3.loss_cls: 0.2722, decode.d3.loss_mask: 0.5065, decode.d3.loss_dice: 0.7652, decode.d4.loss_cls: 0.2700, decode.d4.loss_mask: 0.5072, decode.d4.loss_dice: 0.7672, decode.d5.loss_cls: 0.2613, decode.d5.loss_mask: 0.5060, decode.d5.loss_dice: 0.7635, decode.d6.loss_cls: 0.2544, decode.d6.loss_mask: 0.5026, decode.d6.loss_dice: 0.7596, decode.d7.loss_cls: 0.2487, decode.d7.loss_mask: 0.5054, decode.d7.loss_dice: 0.7613, decode.d8.loss_cls: 0.2550, decode.d8.loss_mask: 0.5026, decode.d8.loss_dice: 0.7622, loss: 17.3229 2022-04-27 02:22:44,632 - mmseg - INFO - Iter [84900/160000] lr: 6.739e-07, eta: 22:46:54, time: 1.059, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2951, decode.loss_mask: 0.4980, decode.loss_dice: 0.7803, decode.d0.loss_cls: 1.9892, decode.d0.loss_mask: 0.5468, decode.d0.loss_dice: 0.9121, decode.d1.loss_cls: 0.3880, decode.d1.loss_mask: 0.5151, decode.d1.loss_dice: 0.8303, decode.d2.loss_cls: 0.3460, decode.d2.loss_mask: 0.5054, decode.d2.loss_dice: 0.7992, decode.d3.loss_cls: 0.3203, decode.d3.loss_mask: 0.5007, decode.d3.loss_dice: 0.7872, decode.d4.loss_cls: 0.3120, decode.d4.loss_mask: 0.5023, decode.d4.loss_dice: 0.7847, decode.d5.loss_cls: 0.3122, decode.d5.loss_mask: 0.4991, decode.d5.loss_dice: 0.7812, decode.d6.loss_cls: 0.2959, decode.d6.loss_mask: 0.4986, decode.d6.loss_dice: 0.7814, decode.d7.loss_cls: 0.2943, decode.d7.loss_mask: 0.4967, decode.d7.loss_dice: 0.7782, decode.d8.loss_cls: 0.2900, decode.d8.loss_mask: 0.4973, decode.d8.loss_dice: 0.7790, loss: 17.9165 2022-04-27 02:23:37,616 - mmseg - INFO - Iter [84950/160000] lr: 6.735e-07, eta: 22:45:58, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2672, decode.loss_mask: 0.4897, decode.loss_dice: 0.7448, decode.d0.loss_cls: 1.9936, decode.d0.loss_mask: 0.5338, decode.d0.loss_dice: 0.8673, decode.d1.loss_cls: 0.3620, decode.d1.loss_mask: 0.5074, decode.d1.loss_dice: 0.7994, decode.d2.loss_cls: 0.3243, decode.d2.loss_mask: 0.4967, decode.d2.loss_dice: 0.7723, decode.d3.loss_cls: 0.2932, decode.d3.loss_mask: 0.4943, decode.d3.loss_dice: 0.7611, decode.d4.loss_cls: 0.2838, decode.d4.loss_mask: 0.4907, decode.d4.loss_dice: 0.7589, decode.d5.loss_cls: 0.2770, decode.d5.loss_mask: 0.4900, decode.d5.loss_dice: 0.7582, decode.d6.loss_cls: 0.2746, decode.d6.loss_mask: 0.4883, decode.d6.loss_dice: 0.7480, decode.d7.loss_cls: 0.2664, decode.d7.loss_mask: 0.4880, decode.d7.loss_dice: 0.7502, decode.d8.loss_cls: 0.2728, decode.d8.loss_mask: 0.4881, decode.d8.loss_dice: 0.7454, loss: 17.2875 2022-04-27 02:24:30,242 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 02:24:30,245 - mmseg - INFO - Iter [85000/160000] lr: 6.730e-07, eta: 22:45:02, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2667, decode.loss_mask: 0.4669, decode.loss_dice: 0.7467, decode.d0.loss_cls: 1.9851, decode.d0.loss_mask: 0.5105, decode.d0.loss_dice: 0.8727, decode.d1.loss_cls: 0.3600, decode.d1.loss_mask: 0.4859, decode.d1.loss_dice: 0.7974, decode.d2.loss_cls: 0.3143, decode.d2.loss_mask: 0.4741, decode.d2.loss_dice: 0.7725, decode.d3.loss_cls: 0.2898, decode.d3.loss_mask: 0.4714, decode.d3.loss_dice: 0.7589, decode.d4.loss_cls: 0.2717, decode.d4.loss_mask: 0.4706, decode.d4.loss_dice: 0.7578, decode.d5.loss_cls: 0.2730, decode.d5.loss_mask: 0.4706, decode.d5.loss_dice: 0.7563, decode.d6.loss_cls: 0.2669, decode.d6.loss_mask: 0.4697, decode.d6.loss_dice: 0.7549, decode.d7.loss_cls: 0.2681, decode.d7.loss_mask: 0.4683, decode.d7.loss_dice: 0.7534, decode.d8.loss_cls: 0.2656, decode.d8.loss_mask: 0.4691, decode.d8.loss_dice: 0.7494, loss: 17.0382 2022-04-27 02:25:22,897 - mmseg - INFO - Iter [85050/160000] lr: 6.726e-07, eta: 22:44:06, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2699, decode.loss_mask: 0.4815, decode.loss_dice: 0.7543, decode.d0.loss_cls: 1.9990, decode.d0.loss_mask: 0.5328, decode.d0.loss_dice: 0.8695, decode.d1.loss_cls: 0.3712, decode.d1.loss_mask: 0.4992, decode.d1.loss_dice: 0.8027, decode.d2.loss_cls: 0.3163, decode.d2.loss_mask: 0.4909, decode.d2.loss_dice: 0.7824, decode.d3.loss_cls: 0.2834, decode.d3.loss_mask: 0.4869, decode.d3.loss_dice: 0.7688, decode.d4.loss_cls: 0.2795, decode.d4.loss_mask: 0.4850, decode.d4.loss_dice: 0.7666, decode.d5.loss_cls: 0.2734, decode.d5.loss_mask: 0.4844, decode.d5.loss_dice: 0.7685, decode.d6.loss_cls: 0.2699, decode.d6.loss_mask: 0.4822, decode.d6.loss_dice: 0.7569, decode.d7.loss_cls: 0.2713, decode.d7.loss_mask: 0.4822, decode.d7.loss_dice: 0.7572, decode.d8.loss_cls: 0.2633, decode.d8.loss_mask: 0.4817, decode.d8.loss_dice: 0.7544, loss: 17.2855 2022-04-27 02:26:15,660 - mmseg - INFO - Iter [85100/160000] lr: 6.721e-07, eta: 22:43:09, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2708, decode.loss_mask: 0.4981, decode.loss_dice: 0.7520, decode.d0.loss_cls: 1.9790, decode.d0.loss_mask: 0.5443, decode.d0.loss_dice: 0.8836, decode.d1.loss_cls: 0.3567, decode.d1.loss_mask: 0.5213, decode.d1.loss_dice: 0.8065, decode.d2.loss_cls: 0.3136, decode.d2.loss_mask: 0.5090, decode.d2.loss_dice: 0.7803, decode.d3.loss_cls: 0.2892, decode.d3.loss_mask: 0.5074, decode.d3.loss_dice: 0.7669, decode.d4.loss_cls: 0.2810, decode.d4.loss_mask: 0.5052, decode.d4.loss_dice: 0.7633, decode.d5.loss_cls: 0.2801, decode.d5.loss_mask: 0.5044, decode.d5.loss_dice: 0.7615, decode.d6.loss_cls: 0.2735, decode.d6.loss_mask: 0.5018, decode.d6.loss_dice: 0.7554, decode.d7.loss_cls: 0.2708, decode.d7.loss_mask: 0.4992, decode.d7.loss_dice: 0.7542, decode.d8.loss_cls: 0.2697, decode.d8.loss_mask: 0.4991, decode.d8.loss_dice: 0.7570, loss: 17.4548 2022-04-27 02:27:08,545 - mmseg - INFO - Iter [85150/160000] lr: 6.717e-07, eta: 22:42:13, time: 1.060, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2576, decode.loss_mask: 0.4921, decode.loss_dice: 0.7777, decode.d0.loss_cls: 2.0084, decode.d0.loss_mask: 0.5334, decode.d0.loss_dice: 0.8893, decode.d1.loss_cls: 0.3595, decode.d1.loss_mask: 0.5114, decode.d1.loss_dice: 0.8188, decode.d2.loss_cls: 0.3085, decode.d2.loss_mask: 0.4996, decode.d2.loss_dice: 0.7959, decode.d3.loss_cls: 0.2878, decode.d3.loss_mask: 0.4958, decode.d3.loss_dice: 0.7849, decode.d4.loss_cls: 0.2776, decode.d4.loss_mask: 0.4943, decode.d4.loss_dice: 0.7864, decode.d5.loss_cls: 0.2722, decode.d5.loss_mask: 0.4926, decode.d5.loss_dice: 0.7871, decode.d6.loss_cls: 0.2644, decode.d6.loss_mask: 0.4938, decode.d6.loss_dice: 0.7836, decode.d7.loss_cls: 0.2584, decode.d7.loss_mask: 0.4921, decode.d7.loss_dice: 0.7794, decode.d8.loss_cls: 0.2537, decode.d8.loss_mask: 0.4918, decode.d8.loss_dice: 0.7806, loss: 17.5288 2022-04-27 02:28:01,488 - mmseg - INFO - Iter [85200/160000] lr: 6.712e-07, eta: 22:41:17, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2416, decode.loss_mask: 0.5010, decode.loss_dice: 0.7704, decode.d0.loss_cls: 1.9803, decode.d0.loss_mask: 0.5455, decode.d0.loss_dice: 0.8835, decode.d1.loss_cls: 0.3398, decode.d1.loss_mask: 0.5192, decode.d1.loss_dice: 0.8204, decode.d2.loss_cls: 0.2827, decode.d2.loss_mask: 0.5105, decode.d2.loss_dice: 0.7937, decode.d3.loss_cls: 0.2686, decode.d3.loss_mask: 0.5018, decode.d3.loss_dice: 0.7766, decode.d4.loss_cls: 0.2630, decode.d4.loss_mask: 0.4997, decode.d4.loss_dice: 0.7768, decode.d5.loss_cls: 0.2534, decode.d5.loss_mask: 0.4996, decode.d5.loss_dice: 0.7773, decode.d6.loss_cls: 0.2486, decode.d6.loss_mask: 0.5013, decode.d6.loss_dice: 0.7727, decode.d7.loss_cls: 0.2471, decode.d7.loss_mask: 0.5006, decode.d7.loss_dice: 0.7734, decode.d8.loss_cls: 0.2413, decode.d8.loss_mask: 0.5018, decode.d8.loss_dice: 0.7708, loss: 17.3632 2022-04-27 02:28:54,262 - mmseg - INFO - Iter [85250/160000] lr: 6.708e-07, eta: 22:40:21, time: 1.057, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2687, decode.loss_mask: 0.4951, decode.loss_dice: 0.7970, decode.d0.loss_cls: 1.9686, decode.d0.loss_mask: 0.5419, decode.d0.loss_dice: 0.9099, decode.d1.loss_cls: 0.3617, decode.d1.loss_mask: 0.5125, decode.d1.loss_dice: 0.8463, decode.d2.loss_cls: 0.3136, decode.d2.loss_mask: 0.5017, decode.d2.loss_dice: 0.8183, decode.d3.loss_cls: 0.2967, decode.d3.loss_mask: 0.4960, decode.d3.loss_dice: 0.8059, decode.d4.loss_cls: 0.2874, decode.d4.loss_mask: 0.4941, decode.d4.loss_dice: 0.8053, decode.d5.loss_cls: 0.2804, decode.d5.loss_mask: 0.4936, decode.d5.loss_dice: 0.8031, decode.d6.loss_cls: 0.2739, decode.d6.loss_mask: 0.4958, decode.d6.loss_dice: 0.7986, decode.d7.loss_cls: 0.2630, decode.d7.loss_mask: 0.4941, decode.d7.loss_dice: 0.8000, decode.d8.loss_cls: 0.2686, decode.d8.loss_mask: 0.4933, decode.d8.loss_dice: 0.7978, loss: 17.7828 2022-04-27 02:29:46,816 - mmseg - INFO - Iter [85300/160000] lr: 6.703e-07, eta: 22:39:25, time: 1.051, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2621, decode.loss_mask: 0.4942, decode.loss_dice: 0.7721, decode.d0.loss_cls: 1.9372, decode.d0.loss_mask: 0.5399, decode.d0.loss_dice: 0.8946, decode.d1.loss_cls: 0.3550, decode.d1.loss_mask: 0.5139, decode.d1.loss_dice: 0.8303, decode.d2.loss_cls: 0.3087, decode.d2.loss_mask: 0.5028, decode.d2.loss_dice: 0.8036, decode.d3.loss_cls: 0.2865, decode.d3.loss_mask: 0.4990, decode.d3.loss_dice: 0.7836, decode.d4.loss_cls: 0.2757, decode.d4.loss_mask: 0.4967, decode.d4.loss_dice: 0.7863, decode.d5.loss_cls: 0.2656, decode.d5.loss_mask: 0.4961, decode.d5.loss_dice: 0.7821, decode.d6.loss_cls: 0.2720, decode.d6.loss_mask: 0.4936, decode.d6.loss_dice: 0.7811, decode.d7.loss_cls: 0.2627, decode.d7.loss_mask: 0.4935, decode.d7.loss_dice: 0.7767, decode.d8.loss_cls: 0.2575, decode.d8.loss_mask: 0.4942, decode.d8.loss_dice: 0.7735, loss: 17.4906 2022-04-27 02:30:40,198 - mmseg - INFO - Iter [85350/160000] lr: 6.699e-07, eta: 22:38:29, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2672, decode.loss_mask: 0.4758, decode.loss_dice: 0.7397, decode.d0.loss_cls: 2.0003, decode.d0.loss_mask: 0.5245, decode.d0.loss_dice: 0.8608, decode.d1.loss_cls: 0.3604, decode.d1.loss_mask: 0.4970, decode.d1.loss_dice: 0.7949, decode.d2.loss_cls: 0.3195, decode.d2.loss_mask: 0.4858, decode.d2.loss_dice: 0.7619, decode.d3.loss_cls: 0.2992, decode.d3.loss_mask: 0.4780, decode.d3.loss_dice: 0.7467, decode.d4.loss_cls: 0.2839, decode.d4.loss_mask: 0.4764, decode.d4.loss_dice: 0.7461, decode.d5.loss_cls: 0.2797, decode.d5.loss_mask: 0.4765, decode.d5.loss_dice: 0.7415, decode.d6.loss_cls: 0.2749, decode.d6.loss_mask: 0.4741, decode.d6.loss_dice: 0.7387, decode.d7.loss_cls: 0.2672, decode.d7.loss_mask: 0.4770, decode.d7.loss_dice: 0.7412, decode.d8.loss_cls: 0.2682, decode.d8.loss_mask: 0.4745, decode.d8.loss_dice: 0.7405, loss: 17.0718 2022-04-27 02:31:32,920 - mmseg - INFO - Iter [85400/160000] lr: 6.694e-07, eta: 22:37:33, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2739, decode.loss_mask: 0.4971, decode.loss_dice: 0.7641, decode.d0.loss_cls: 1.9445, decode.d0.loss_mask: 0.5440, decode.d0.loss_dice: 0.8823, decode.d1.loss_cls: 0.3688, decode.d1.loss_mask: 0.5143, decode.d1.loss_dice: 0.8134, decode.d2.loss_cls: 0.3172, decode.d2.loss_mask: 0.5078, decode.d2.loss_dice: 0.7907, decode.d3.loss_cls: 0.2914, decode.d3.loss_mask: 0.5025, decode.d3.loss_dice: 0.7726, decode.d4.loss_cls: 0.2825, decode.d4.loss_mask: 0.5015, decode.d4.loss_dice: 0.7724, decode.d5.loss_cls: 0.2758, decode.d5.loss_mask: 0.4995, decode.d5.loss_dice: 0.7718, decode.d6.loss_cls: 0.2708, decode.d6.loss_mask: 0.4984, decode.d6.loss_dice: 0.7634, decode.d7.loss_cls: 0.2744, decode.d7.loss_mask: 0.4984, decode.d7.loss_dice: 0.7655, decode.d8.loss_cls: 0.2745, decode.d8.loss_mask: 0.4975, decode.d8.loss_dice: 0.7654, loss: 17.4966 2022-04-27 02:32:25,290 - mmseg - INFO - Iter [85450/160000] lr: 6.690e-07, eta: 22:36:36, time: 1.047, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2753, decode.loss_mask: 0.4854, decode.loss_dice: 0.7690, decode.d0.loss_cls: 2.0275, decode.d0.loss_mask: 0.5326, decode.d0.loss_dice: 0.9013, decode.d1.loss_cls: 0.3819, decode.d1.loss_mask: 0.5039, decode.d1.loss_dice: 0.8166, decode.d2.loss_cls: 0.3240, decode.d2.loss_mask: 0.4930, decode.d2.loss_dice: 0.7907, decode.d3.loss_cls: 0.3028, decode.d3.loss_mask: 0.4880, decode.d3.loss_dice: 0.7748, decode.d4.loss_cls: 0.2902, decode.d4.loss_mask: 0.4883, decode.d4.loss_dice: 0.7736, decode.d5.loss_cls: 0.2902, decode.d5.loss_mask: 0.4870, decode.d5.loss_dice: 0.7736, decode.d6.loss_cls: 0.2878, decode.d6.loss_mask: 0.4864, decode.d6.loss_dice: 0.7648, decode.d7.loss_cls: 0.2862, decode.d7.loss_mask: 0.4871, decode.d7.loss_dice: 0.7684, decode.d8.loss_cls: 0.2824, decode.d8.loss_mask: 0.4853, decode.d8.loss_dice: 0.7680, loss: 17.5861 2022-04-27 02:33:18,242 - mmseg - INFO - Iter [85500/160000] lr: 6.686e-07, eta: 22:35:40, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2682, decode.loss_mask: 0.4909, decode.loss_dice: 0.7734, decode.d0.loss_cls: 2.0211, decode.d0.loss_mask: 0.5371, decode.d0.loss_dice: 0.9022, decode.d1.loss_cls: 0.3533, decode.d1.loss_mask: 0.5118, decode.d1.loss_dice: 0.8163, decode.d2.loss_cls: 0.3071, decode.d2.loss_mask: 0.5005, decode.d2.loss_dice: 0.7904, decode.d3.loss_cls: 0.2895, decode.d3.loss_mask: 0.4977, decode.d3.loss_dice: 0.7815, decode.d4.loss_cls: 0.2713, decode.d4.loss_mask: 0.4947, decode.d4.loss_dice: 0.7813, decode.d5.loss_cls: 0.2681, decode.d5.loss_mask: 0.4951, decode.d5.loss_dice: 0.7785, decode.d6.loss_cls: 0.2705, decode.d6.loss_mask: 0.4914, decode.d6.loss_dice: 0.7716, decode.d7.loss_cls: 0.2604, decode.d7.loss_mask: 0.4909, decode.d7.loss_dice: 0.7767, decode.d8.loss_cls: 0.2643, decode.d8.loss_mask: 0.4905, decode.d8.loss_dice: 0.7741, loss: 17.5203 2022-04-27 02:34:11,082 - mmseg - INFO - Iter [85550/160000] lr: 6.681e-07, eta: 22:34:44, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2704, decode.loss_mask: 0.4862, decode.loss_dice: 0.7491, decode.d0.loss_cls: 1.9923, decode.d0.loss_mask: 0.5375, decode.d0.loss_dice: 0.8728, decode.d1.loss_cls: 0.3576, decode.d1.loss_mask: 0.5080, decode.d1.loss_dice: 0.7973, decode.d2.loss_cls: 0.3078, decode.d2.loss_mask: 0.5006, decode.d2.loss_dice: 0.7706, decode.d3.loss_cls: 0.2914, decode.d3.loss_mask: 0.4921, decode.d3.loss_dice: 0.7566, decode.d4.loss_cls: 0.2764, decode.d4.loss_mask: 0.4917, decode.d4.loss_dice: 0.7597, decode.d5.loss_cls: 0.2688, decode.d5.loss_mask: 0.4898, decode.d5.loss_dice: 0.7550, decode.d6.loss_cls: 0.2715, decode.d6.loss_mask: 0.4855, decode.d6.loss_dice: 0.7484, decode.d7.loss_cls: 0.2651, decode.d7.loss_mask: 0.4866, decode.d7.loss_dice: 0.7471, decode.d8.loss_cls: 0.2657, decode.d8.loss_mask: 0.4881, decode.d8.loss_dice: 0.7489, loss: 17.2391 2022-04-27 02:35:03,993 - mmseg - INFO - Iter [85600/160000] lr: 6.677e-07, eta: 22:33:48, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2572, decode.loss_mask: 0.5053, decode.loss_dice: 0.7702, decode.d0.loss_cls: 1.9832, decode.d0.loss_mask: 0.5469, decode.d0.loss_dice: 0.8802, decode.d1.loss_cls: 0.3521, decode.d1.loss_mask: 0.5178, decode.d1.loss_dice: 0.8159, decode.d2.loss_cls: 0.3043, decode.d2.loss_mask: 0.5098, decode.d2.loss_dice: 0.7881, decode.d3.loss_cls: 0.2863, decode.d3.loss_mask: 0.5039, decode.d3.loss_dice: 0.7728, decode.d4.loss_cls: 0.2817, decode.d4.loss_mask: 0.5036, decode.d4.loss_dice: 0.7767, decode.d5.loss_cls: 0.2718, decode.d5.loss_mask: 0.5049, decode.d5.loss_dice: 0.7771, decode.d6.loss_cls: 0.2679, decode.d6.loss_mask: 0.5048, decode.d6.loss_dice: 0.7693, decode.d7.loss_cls: 0.2664, decode.d7.loss_mask: 0.5041, decode.d7.loss_dice: 0.7720, decode.d8.loss_cls: 0.2629, decode.d8.loss_mask: 0.5030, decode.d8.loss_dice: 0.7705, loss: 17.5307 2022-04-27 02:35:57,474 - mmseg - INFO - Iter [85650/160000] lr: 6.672e-07, eta: 22:32:52, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2783, decode.loss_mask: 0.4775, decode.loss_dice: 0.7699, decode.d0.loss_cls: 1.9883, decode.d0.loss_mask: 0.5302, decode.d0.loss_dice: 0.8877, decode.d1.loss_cls: 0.3729, decode.d1.loss_mask: 0.5012, decode.d1.loss_dice: 0.8167, decode.d2.loss_cls: 0.3248, decode.d2.loss_mask: 0.4850, decode.d2.loss_dice: 0.7932, decode.d3.loss_cls: 0.3038, decode.d3.loss_mask: 0.4812, decode.d3.loss_dice: 0.7780, decode.d4.loss_cls: 0.2874, decode.d4.loss_mask: 0.4792, decode.d4.loss_dice: 0.7754, decode.d5.loss_cls: 0.2843, decode.d5.loss_mask: 0.4791, decode.d5.loss_dice: 0.7755, decode.d6.loss_cls: 0.2809, decode.d6.loss_mask: 0.4781, decode.d6.loss_dice: 0.7731, decode.d7.loss_cls: 0.2782, decode.d7.loss_mask: 0.4797, decode.d7.loss_dice: 0.7692, decode.d8.loss_cls: 0.2745, decode.d8.loss_mask: 0.4792, decode.d8.loss_dice: 0.7710, loss: 17.4535 2022-04-27 02:36:50,340 - mmseg - INFO - Iter [85700/160000] lr: 6.668e-07, eta: 22:31:56, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2754, decode.loss_mask: 0.5073, decode.loss_dice: 0.7674, decode.d0.loss_cls: 1.9943, decode.d0.loss_mask: 0.5515, decode.d0.loss_dice: 0.8996, decode.d1.loss_cls: 0.3821, decode.d1.loss_mask: 0.5237, decode.d1.loss_dice: 0.8140, decode.d2.loss_cls: 0.3262, decode.d2.loss_mask: 0.5171, decode.d2.loss_dice: 0.7894, decode.d3.loss_cls: 0.2979, decode.d3.loss_mask: 0.5096, decode.d3.loss_dice: 0.7774, decode.d4.loss_cls: 0.2863, decode.d4.loss_mask: 0.5086, decode.d4.loss_dice: 0.7733, decode.d5.loss_cls: 0.2792, decode.d5.loss_mask: 0.5093, decode.d5.loss_dice: 0.7759, decode.d6.loss_cls: 0.2754, decode.d6.loss_mask: 0.5068, decode.d6.loss_dice: 0.7732, decode.d7.loss_cls: 0.2731, decode.d7.loss_mask: 0.5075, decode.d7.loss_dice: 0.7711, decode.d8.loss_cls: 0.2692, decode.d8.loss_mask: 0.5077, decode.d8.loss_dice: 0.7697, loss: 17.7191 2022-04-27 02:37:43,435 - mmseg - INFO - Iter [85750/160000] lr: 6.663e-07, eta: 22:31:00, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2792, decode.loss_mask: 0.4905, decode.loss_dice: 0.7710, decode.d0.loss_cls: 2.0496, decode.d0.loss_mask: 0.5351, decode.d0.loss_dice: 0.8927, decode.d1.loss_cls: 0.3882, decode.d1.loss_mask: 0.5084, decode.d1.loss_dice: 0.8133, decode.d2.loss_cls: 0.3207, decode.d2.loss_mask: 0.4977, decode.d2.loss_dice: 0.7862, decode.d3.loss_cls: 0.3004, decode.d3.loss_mask: 0.4953, decode.d3.loss_dice: 0.7759, decode.d4.loss_cls: 0.2929, decode.d4.loss_mask: 0.4923, decode.d4.loss_dice: 0.7781, decode.d5.loss_cls: 0.2847, decode.d5.loss_mask: 0.4914, decode.d5.loss_dice: 0.7742, decode.d6.loss_cls: 0.2809, decode.d6.loss_mask: 0.4925, decode.d6.loss_dice: 0.7728, decode.d7.loss_cls: 0.2798, decode.d7.loss_mask: 0.4897, decode.d7.loss_dice: 0.7701, decode.d8.loss_cls: 0.2794, decode.d8.loss_mask: 0.4920, decode.d8.loss_dice: 0.7700, loss: 17.6452 2022-04-27 02:38:36,777 - mmseg - INFO - Iter [85800/160000] lr: 6.659e-07, eta: 22:30:05, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2693, decode.loss_mask: 0.5017, decode.loss_dice: 0.7831, decode.d0.loss_cls: 2.0137, decode.d0.loss_mask: 0.5453, decode.d0.loss_dice: 0.8946, decode.d1.loss_cls: 0.3643, decode.d1.loss_mask: 0.5243, decode.d1.loss_dice: 0.8325, decode.d2.loss_cls: 0.3103, decode.d2.loss_mask: 0.5112, decode.d2.loss_dice: 0.8069, decode.d3.loss_cls: 0.2908, decode.d3.loss_mask: 0.5090, decode.d3.loss_dice: 0.7888, decode.d4.loss_cls: 0.2755, decode.d4.loss_mask: 0.5081, decode.d4.loss_dice: 0.7885, decode.d5.loss_cls: 0.2791, decode.d5.loss_mask: 0.5064, decode.d5.loss_dice: 0.7839, decode.d6.loss_cls: 0.2706, decode.d6.loss_mask: 0.5027, decode.d6.loss_dice: 0.7753, decode.d7.loss_cls: 0.2697, decode.d7.loss_mask: 0.5026, decode.d7.loss_dice: 0.7817, decode.d8.loss_cls: 0.2675, decode.d8.loss_mask: 0.5018, decode.d8.loss_dice: 0.7779, loss: 17.7369 2022-04-27 02:39:28,990 - mmseg - INFO - Iter [85850/160000] lr: 6.654e-07, eta: 22:29:08, time: 1.044, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2767, decode.loss_mask: 0.4985, decode.loss_dice: 0.7766, decode.d0.loss_cls: 2.0474, decode.d0.loss_mask: 0.5457, decode.d0.loss_dice: 0.8965, decode.d1.loss_cls: 0.3793, decode.d1.loss_mask: 0.5156, decode.d1.loss_dice: 0.8152, decode.d2.loss_cls: 0.3284, decode.d2.loss_mask: 0.5047, decode.d2.loss_dice: 0.7953, decode.d3.loss_cls: 0.2961, decode.d3.loss_mask: 0.4997, decode.d3.loss_dice: 0.7775, decode.d4.loss_cls: 0.2934, decode.d4.loss_mask: 0.5003, decode.d4.loss_dice: 0.7796, decode.d5.loss_cls: 0.2824, decode.d5.loss_mask: 0.5000, decode.d5.loss_dice: 0.7781, decode.d6.loss_cls: 0.2771, decode.d6.loss_mask: 0.4999, decode.d6.loss_dice: 0.7747, decode.d7.loss_cls: 0.2718, decode.d7.loss_mask: 0.5007, decode.d7.loss_dice: 0.7778, decode.d8.loss_cls: 0.2735, decode.d8.loss_mask: 0.5005, decode.d8.loss_dice: 0.7787, loss: 17.7420 2022-04-27 02:40:24,874 - mmseg - INFO - Iter [85900/160000] lr: 6.650e-07, eta: 22:28:15, time: 1.118, data_time: 0.062, memory: 64049, decode.loss_cls: 0.2738, decode.loss_mask: 0.4851, decode.loss_dice: 0.7668, decode.d0.loss_cls: 1.9721, decode.d0.loss_mask: 0.5332, decode.d0.loss_dice: 0.8918, decode.d1.loss_cls: 0.3644, decode.d1.loss_mask: 0.5016, decode.d1.loss_dice: 0.8126, decode.d2.loss_cls: 0.3136, decode.d2.loss_mask: 0.4905, decode.d2.loss_dice: 0.7895, decode.d3.loss_cls: 0.2947, decode.d3.loss_mask: 0.4896, decode.d3.loss_dice: 0.7745, decode.d4.loss_cls: 0.2834, decode.d4.loss_mask: 0.4879, decode.d4.loss_dice: 0.7750, decode.d5.loss_cls: 0.2723, decode.d5.loss_mask: 0.4891, decode.d5.loss_dice: 0.7755, decode.d6.loss_cls: 0.2697, decode.d6.loss_mask: 0.4881, decode.d6.loss_dice: 0.7662, decode.d7.loss_cls: 0.2676, decode.d7.loss_mask: 0.4884, decode.d7.loss_dice: 0.7656, decode.d8.loss_cls: 0.2648, decode.d8.loss_mask: 0.4887, decode.d8.loss_dice: 0.7707, loss: 17.4066 2022-04-27 02:41:17,996 - mmseg - INFO - Iter [85950/160000] lr: 6.645e-07, eta: 22:27:19, time: 1.062, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2529, decode.loss_mask: 0.4958, decode.loss_dice: 0.7639, decode.d0.loss_cls: 2.0033, decode.d0.loss_mask: 0.5445, decode.d0.loss_dice: 0.8743, decode.d1.loss_cls: 0.3471, decode.d1.loss_mask: 0.5142, decode.d1.loss_dice: 0.8075, decode.d2.loss_cls: 0.2905, decode.d2.loss_mask: 0.5044, decode.d2.loss_dice: 0.7834, decode.d3.loss_cls: 0.2760, decode.d3.loss_mask: 0.4982, decode.d3.loss_dice: 0.7681, decode.d4.loss_cls: 0.2746, decode.d4.loss_mask: 0.4987, decode.d4.loss_dice: 0.7701, decode.d5.loss_cls: 0.2600, decode.d5.loss_mask: 0.4959, decode.d5.loss_dice: 0.7698, decode.d6.loss_cls: 0.2590, decode.d6.loss_mask: 0.4967, decode.d6.loss_dice: 0.7652, decode.d7.loss_cls: 0.2581, decode.d7.loss_mask: 0.4955, decode.d7.loss_dice: 0.7594, decode.d8.loss_cls: 0.2592, decode.d8.loss_mask: 0.4947, decode.d8.loss_dice: 0.7658, loss: 17.3469 2022-04-27 02:42:11,269 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 02:42:11,273 - mmseg - INFO - Iter [86000/160000] lr: 6.641e-07, eta: 22:26:23, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2625, decode.loss_mask: 0.4765, decode.loss_dice: 0.7548, decode.d0.loss_cls: 2.0155, decode.d0.loss_mask: 0.5214, decode.d0.loss_dice: 0.8685, decode.d1.loss_cls: 0.3553, decode.d1.loss_mask: 0.4921, decode.d1.loss_dice: 0.8004, decode.d2.loss_cls: 0.3153, decode.d2.loss_mask: 0.4811, decode.d2.loss_dice: 0.7741, decode.d3.loss_cls: 0.2902, decode.d3.loss_mask: 0.4774, decode.d3.loss_dice: 0.7583, decode.d4.loss_cls: 0.2765, decode.d4.loss_mask: 0.4792, decode.d4.loss_dice: 0.7636, decode.d5.loss_cls: 0.2726, decode.d5.loss_mask: 0.4756, decode.d5.loss_dice: 0.7608, decode.d6.loss_cls: 0.2705, decode.d6.loss_mask: 0.4752, decode.d6.loss_dice: 0.7544, decode.d7.loss_cls: 0.2703, decode.d7.loss_mask: 0.4757, decode.d7.loss_dice: 0.7517, decode.d8.loss_cls: 0.2638, decode.d8.loss_mask: 0.4762, decode.d8.loss_dice: 0.7566, loss: 17.1661 2022-04-27 02:43:04,581 - mmseg - INFO - Iter [86050/160000] lr: 6.636e-07, eta: 22:25:27, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2727, decode.loss_mask: 0.4873, decode.loss_dice: 0.7802, decode.d0.loss_cls: 2.0437, decode.d0.loss_mask: 0.5339, decode.d0.loss_dice: 0.8895, decode.d1.loss_cls: 0.3672, decode.d1.loss_mask: 0.5104, decode.d1.loss_dice: 0.8201, decode.d2.loss_cls: 0.3292, decode.d2.loss_mask: 0.4949, decode.d2.loss_dice: 0.7998, decode.d3.loss_cls: 0.2938, decode.d3.loss_mask: 0.4922, decode.d3.loss_dice: 0.7867, decode.d4.loss_cls: 0.2889, decode.d4.loss_mask: 0.4911, decode.d4.loss_dice: 0.7842, decode.d5.loss_cls: 0.2776, decode.d5.loss_mask: 0.4876, decode.d5.loss_dice: 0.7849, decode.d6.loss_cls: 0.2752, decode.d6.loss_mask: 0.4879, decode.d6.loss_dice: 0.7797, decode.d7.loss_cls: 0.2748, decode.d7.loss_mask: 0.4871, decode.d7.loss_dice: 0.7779, decode.d8.loss_cls: 0.2733, decode.d8.loss_mask: 0.4877, decode.d8.loss_dice: 0.7784, loss: 17.6380 2022-04-27 02:43:57,965 - mmseg - INFO - Iter [86100/160000] lr: 6.632e-07, eta: 22:24:32, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2654, decode.loss_mask: 0.4958, decode.loss_dice: 0.7835, decode.d0.loss_cls: 1.9916, decode.d0.loss_mask: 0.5459, decode.d0.loss_dice: 0.9148, decode.d1.loss_cls: 0.3575, decode.d1.loss_mask: 0.5166, decode.d1.loss_dice: 0.8415, decode.d2.loss_cls: 0.3083, decode.d2.loss_mask: 0.5040, decode.d2.loss_dice: 0.8104, decode.d3.loss_cls: 0.2898, decode.d3.loss_mask: 0.5017, decode.d3.loss_dice: 0.7954, decode.d4.loss_cls: 0.2750, decode.d4.loss_mask: 0.4997, decode.d4.loss_dice: 0.7923, decode.d5.loss_cls: 0.2717, decode.d5.loss_mask: 0.4995, decode.d5.loss_dice: 0.7904, decode.d6.loss_cls: 0.2636, decode.d6.loss_mask: 0.4978, decode.d6.loss_dice: 0.7849, decode.d7.loss_cls: 0.2603, decode.d7.loss_mask: 0.4963, decode.d7.loss_dice: 0.7828, decode.d8.loss_cls: 0.2600, decode.d8.loss_mask: 0.4974, decode.d8.loss_dice: 0.7848, loss: 17.6787 2022-04-27 02:44:51,201 - mmseg - INFO - Iter [86150/160000] lr: 6.627e-07, eta: 22:23:36, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2807, decode.loss_mask: 0.4809, decode.loss_dice: 0.7597, decode.d0.loss_cls: 1.9687, decode.d0.loss_mask: 0.5248, decode.d0.loss_dice: 0.8771, decode.d1.loss_cls: 0.3729, decode.d1.loss_mask: 0.4977, decode.d1.loss_dice: 0.8046, decode.d2.loss_cls: 0.3173, decode.d2.loss_mask: 0.4916, decode.d2.loss_dice: 0.7881, decode.d3.loss_cls: 0.3048, decode.d3.loss_mask: 0.4876, decode.d3.loss_dice: 0.7660, decode.d4.loss_cls: 0.2909, decode.d4.loss_mask: 0.4840, decode.d4.loss_dice: 0.7669, decode.d5.loss_cls: 0.2844, decode.d5.loss_mask: 0.4822, decode.d5.loss_dice: 0.7659, decode.d6.loss_cls: 0.2813, decode.d6.loss_mask: 0.4815, decode.d6.loss_dice: 0.7579, decode.d7.loss_cls: 0.2790, decode.d7.loss_mask: 0.4805, decode.d7.loss_dice: 0.7591, decode.d8.loss_cls: 0.2757, decode.d8.loss_mask: 0.4810, decode.d8.loss_dice: 0.7630, loss: 17.3559 2022-04-27 02:45:43,997 - mmseg - INFO - Iter [86200/160000] lr: 6.623e-07, eta: 22:22:40, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2702, decode.loss_mask: 0.4767, decode.loss_dice: 0.7560, decode.d0.loss_cls: 1.9917, decode.d0.loss_mask: 0.5213, decode.d0.loss_dice: 0.8793, decode.d1.loss_cls: 0.3627, decode.d1.loss_mask: 0.4927, decode.d1.loss_dice: 0.8041, decode.d2.loss_cls: 0.3226, decode.d2.loss_mask: 0.4829, decode.d2.loss_dice: 0.7792, decode.d3.loss_cls: 0.3015, decode.d3.loss_mask: 0.4787, decode.d3.loss_dice: 0.7604, decode.d4.loss_cls: 0.2873, decode.d4.loss_mask: 0.4781, decode.d4.loss_dice: 0.7566, decode.d5.loss_cls: 0.2727, decode.d5.loss_mask: 0.4774, decode.d5.loss_dice: 0.7596, decode.d6.loss_cls: 0.2711, decode.d6.loss_mask: 0.4760, decode.d6.loss_dice: 0.7565, decode.d7.loss_cls: 0.2667, decode.d7.loss_mask: 0.4751, decode.d7.loss_dice: 0.7587, decode.d8.loss_cls: 0.2656, decode.d8.loss_mask: 0.4756, decode.d8.loss_dice: 0.7602, loss: 17.2170 2022-04-27 02:46:37,259 - mmseg - INFO - Iter [86250/160000] lr: 6.618e-07, eta: 22:21:44, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2738, decode.loss_mask: 0.4868, decode.loss_dice: 0.7712, decode.d0.loss_cls: 2.0133, decode.d0.loss_mask: 0.5317, decode.d0.loss_dice: 0.8914, decode.d1.loss_cls: 0.3646, decode.d1.loss_mask: 0.5040, decode.d1.loss_dice: 0.8197, decode.d2.loss_cls: 0.3132, decode.d2.loss_mask: 0.4937, decode.d2.loss_dice: 0.7962, decode.d3.loss_cls: 0.2878, decode.d3.loss_mask: 0.4906, decode.d3.loss_dice: 0.7750, decode.d4.loss_cls: 0.2742, decode.d4.loss_mask: 0.4892, decode.d4.loss_dice: 0.7765, decode.d5.loss_cls: 0.2730, decode.d5.loss_mask: 0.4875, decode.d5.loss_dice: 0.7725, decode.d6.loss_cls: 0.2752, decode.d6.loss_mask: 0.4858, decode.d6.loss_dice: 0.7709, decode.d7.loss_cls: 0.2686, decode.d7.loss_mask: 0.4852, decode.d7.loss_dice: 0.7729, decode.d8.loss_cls: 0.2666, decode.d8.loss_mask: 0.4869, decode.d8.loss_dice: 0.7734, loss: 17.4717 2022-04-27 02:47:31,120 - mmseg - INFO - Iter [86300/160000] lr: 6.614e-07, eta: 22:20:49, time: 1.077, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2704, decode.loss_mask: 0.4782, decode.loss_dice: 0.7673, decode.d0.loss_cls: 1.9856, decode.d0.loss_mask: 0.5184, decode.d0.loss_dice: 0.8840, decode.d1.loss_cls: 0.3670, decode.d1.loss_mask: 0.4968, decode.d1.loss_dice: 0.8132, decode.d2.loss_cls: 0.3105, decode.d2.loss_mask: 0.4867, decode.d2.loss_dice: 0.7917, decode.d3.loss_cls: 0.2889, decode.d3.loss_mask: 0.4797, decode.d3.loss_dice: 0.7680, decode.d4.loss_cls: 0.2742, decode.d4.loss_mask: 0.4807, decode.d4.loss_dice: 0.7743, decode.d5.loss_cls: 0.2780, decode.d5.loss_mask: 0.4797, decode.d5.loss_dice: 0.7694, decode.d6.loss_cls: 0.2679, decode.d6.loss_mask: 0.4801, decode.d6.loss_dice: 0.7676, decode.d7.loss_cls: 0.2727, decode.d7.loss_mask: 0.4781, decode.d7.loss_dice: 0.7648, decode.d8.loss_cls: 0.2686, decode.d8.loss_mask: 0.4784, decode.d8.loss_dice: 0.7657, loss: 17.3066 2022-04-27 02:48:24,169 - mmseg - INFO - Iter [86350/160000] lr: 6.609e-07, eta: 22:19:53, time: 1.061, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2897, decode.loss_mask: 0.4641, decode.loss_dice: 0.7542, decode.d0.loss_cls: 1.9961, decode.d0.loss_mask: 0.5146, decode.d0.loss_dice: 0.8792, decode.d1.loss_cls: 0.3845, decode.d1.loss_mask: 0.4798, decode.d1.loss_dice: 0.7994, decode.d2.loss_cls: 0.3418, decode.d2.loss_mask: 0.4748, decode.d2.loss_dice: 0.7723, decode.d3.loss_cls: 0.3180, decode.d3.loss_mask: 0.4691, decode.d3.loss_dice: 0.7598, decode.d4.loss_cls: 0.3039, decode.d4.loss_mask: 0.4676, decode.d4.loss_dice: 0.7599, decode.d5.loss_cls: 0.2986, decode.d5.loss_mask: 0.4686, decode.d5.loss_dice: 0.7559, decode.d6.loss_cls: 0.3006, decode.d6.loss_mask: 0.4669, decode.d6.loss_dice: 0.7476, decode.d7.loss_cls: 0.2956, decode.d7.loss_mask: 0.4635, decode.d7.loss_dice: 0.7537, decode.d8.loss_cls: 0.2934, decode.d8.loss_mask: 0.4640, decode.d8.loss_dice: 0.7573, loss: 17.2941 2022-04-27 02:49:17,980 - mmseg - INFO - Iter [86400/160000] lr: 6.605e-07, eta: 22:18:58, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2495, decode.loss_mask: 0.4882, decode.loss_dice: 0.7540, decode.d0.loss_cls: 1.9957, decode.d0.loss_mask: 0.5345, decode.d0.loss_dice: 0.8799, decode.d1.loss_cls: 0.3560, decode.d1.loss_mask: 0.5086, decode.d1.loss_dice: 0.8070, decode.d2.loss_cls: 0.3069, decode.d2.loss_mask: 0.4972, decode.d2.loss_dice: 0.7746, decode.d3.loss_cls: 0.2718, decode.d3.loss_mask: 0.4913, decode.d3.loss_dice: 0.7585, decode.d4.loss_cls: 0.2658, decode.d4.loss_mask: 0.4917, decode.d4.loss_dice: 0.7594, decode.d5.loss_cls: 0.2531, decode.d5.loss_mask: 0.4912, decode.d5.loss_dice: 0.7614, decode.d6.loss_cls: 0.2540, decode.d6.loss_mask: 0.4899, decode.d6.loss_dice: 0.7549, decode.d7.loss_cls: 0.2538, decode.d7.loss_mask: 0.4870, decode.d7.loss_dice: 0.7552, decode.d8.loss_cls: 0.2510, decode.d8.loss_mask: 0.4874, decode.d8.loss_dice: 0.7537, loss: 17.1834 2022-04-27 02:50:10,820 - mmseg - INFO - Iter [86450/160000] lr: 6.600e-07, eta: 22:18:02, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2724, decode.loss_mask: 0.4864, decode.loss_dice: 0.7494, decode.d0.loss_cls: 2.0049, decode.d0.loss_mask: 0.5360, decode.d0.loss_dice: 0.8847, decode.d1.loss_cls: 0.3652, decode.d1.loss_mask: 0.5120, decode.d1.loss_dice: 0.8089, decode.d2.loss_cls: 0.3254, decode.d2.loss_mask: 0.4962, decode.d2.loss_dice: 0.7796, decode.d3.loss_cls: 0.3101, decode.d3.loss_mask: 0.4939, decode.d3.loss_dice: 0.7621, decode.d4.loss_cls: 0.2938, decode.d4.loss_mask: 0.4909, decode.d4.loss_dice: 0.7649, decode.d5.loss_cls: 0.2912, decode.d5.loss_mask: 0.4889, decode.d5.loss_dice: 0.7579, decode.d6.loss_cls: 0.2807, decode.d6.loss_mask: 0.4870, decode.d6.loss_dice: 0.7557, decode.d7.loss_cls: 0.2784, decode.d7.loss_mask: 0.4853, decode.d7.loss_dice: 0.7550, decode.d8.loss_cls: 0.2740, decode.d8.loss_mask: 0.4876, decode.d8.loss_dice: 0.7547, loss: 17.4334 2022-04-27 02:51:04,461 - mmseg - INFO - Iter [86500/160000] lr: 6.596e-07, eta: 22:17:07, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2354, decode.loss_mask: 0.4902, decode.loss_dice: 0.7523, decode.d0.loss_cls: 1.9929, decode.d0.loss_mask: 0.5356, decode.d0.loss_dice: 0.8636, decode.d1.loss_cls: 0.3351, decode.d1.loss_mask: 0.5081, decode.d1.loss_dice: 0.7962, decode.d2.loss_cls: 0.2840, decode.d2.loss_mask: 0.5012, decode.d2.loss_dice: 0.7785, decode.d3.loss_cls: 0.2550, decode.d3.loss_mask: 0.4948, decode.d3.loss_dice: 0.7615, decode.d4.loss_cls: 0.2426, decode.d4.loss_mask: 0.4909, decode.d4.loss_dice: 0.7617, decode.d5.loss_cls: 0.2439, decode.d5.loss_mask: 0.4906, decode.d5.loss_dice: 0.7578, decode.d6.loss_cls: 0.2390, decode.d6.loss_mask: 0.4912, decode.d6.loss_dice: 0.7537, decode.d7.loss_cls: 0.2310, decode.d7.loss_mask: 0.4903, decode.d7.loss_dice: 0.7542, decode.d8.loss_cls: 0.2312, decode.d8.loss_mask: 0.4914, decode.d8.loss_dice: 0.7539, loss: 17.0077 2022-04-27 02:51:58,538 - mmseg - INFO - Iter [86550/160000] lr: 6.591e-07, eta: 22:16:12, time: 1.081, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2661, decode.loss_mask: 0.4980, decode.loss_dice: 0.7647, decode.d0.loss_cls: 1.9635, decode.d0.loss_mask: 0.5480, decode.d0.loss_dice: 0.8759, decode.d1.loss_cls: 0.3645, decode.d1.loss_mask: 0.5202, decode.d1.loss_dice: 0.8107, decode.d2.loss_cls: 0.3228, decode.d2.loss_mask: 0.5092, decode.d2.loss_dice: 0.7852, decode.d3.loss_cls: 0.2993, decode.d3.loss_mask: 0.5046, decode.d3.loss_dice: 0.7748, decode.d4.loss_cls: 0.2822, decode.d4.loss_mask: 0.5044, decode.d4.loss_dice: 0.7683, decode.d5.loss_cls: 0.2709, decode.d5.loss_mask: 0.5033, decode.d5.loss_dice: 0.7665, decode.d6.loss_cls: 0.2724, decode.d6.loss_mask: 0.5000, decode.d6.loss_dice: 0.7625, decode.d7.loss_cls: 0.2629, decode.d7.loss_mask: 0.4989, decode.d7.loss_dice: 0.7664, decode.d8.loss_cls: 0.2659, decode.d8.loss_mask: 0.4986, decode.d8.loss_dice: 0.7631, loss: 17.4940 2022-04-27 02:52:51,645 - mmseg - INFO - Iter [86600/160000] lr: 6.587e-07, eta: 22:15:16, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2802, decode.loss_mask: 0.4978, decode.loss_dice: 0.7743, decode.d0.loss_cls: 2.0138, decode.d0.loss_mask: 0.5453, decode.d0.loss_dice: 0.8985, decode.d1.loss_cls: 0.3891, decode.d1.loss_mask: 0.5201, decode.d1.loss_dice: 0.8203, decode.d2.loss_cls: 0.3309, decode.d2.loss_mask: 0.5052, decode.d2.loss_dice: 0.7946, decode.d3.loss_cls: 0.3065, decode.d3.loss_mask: 0.5026, decode.d3.loss_dice: 0.7803, decode.d4.loss_cls: 0.2939, decode.d4.loss_mask: 0.5010, decode.d4.loss_dice: 0.7787, decode.d5.loss_cls: 0.2948, decode.d5.loss_mask: 0.5010, decode.d5.loss_dice: 0.7784, decode.d6.loss_cls: 0.2850, decode.d6.loss_mask: 0.5005, decode.d6.loss_dice: 0.7754, decode.d7.loss_cls: 0.2819, decode.d7.loss_mask: 0.4997, decode.d7.loss_dice: 0.7723, decode.d8.loss_cls: 0.2806, decode.d8.loss_mask: 0.4983, decode.d8.loss_dice: 0.7762, loss: 17.7772 2022-04-27 02:53:44,430 - mmseg - INFO - Iter [86650/160000] lr: 6.582e-07, eta: 22:14:20, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2836, decode.loss_mask: 0.4897, decode.loss_dice: 0.7649, decode.d0.loss_cls: 2.0448, decode.d0.loss_mask: 0.5388, decode.d0.loss_dice: 0.8915, decode.d1.loss_cls: 0.3960, decode.d1.loss_mask: 0.5127, decode.d1.loss_dice: 0.8120, decode.d2.loss_cls: 0.3396, decode.d2.loss_mask: 0.4978, decode.d2.loss_dice: 0.7844, decode.d3.loss_cls: 0.3145, decode.d3.loss_mask: 0.4954, decode.d3.loss_dice: 0.7724, decode.d4.loss_cls: 0.3049, decode.d4.loss_mask: 0.4943, decode.d4.loss_dice: 0.7721, decode.d5.loss_cls: 0.2944, decode.d5.loss_mask: 0.4944, decode.d5.loss_dice: 0.7707, decode.d6.loss_cls: 0.2920, decode.d6.loss_mask: 0.4931, decode.d6.loss_dice: 0.7659, decode.d7.loss_cls: 0.2897, decode.d7.loss_mask: 0.4914, decode.d7.loss_dice: 0.7637, decode.d8.loss_cls: 0.2932, decode.d8.loss_mask: 0.4905, decode.d8.loss_dice: 0.7646, loss: 17.7130 2022-04-27 02:54:37,308 - mmseg - INFO - Iter [86700/160000] lr: 6.578e-07, eta: 22:13:24, time: 1.058, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2513, decode.loss_mask: 0.4805, decode.loss_dice: 0.7493, decode.d0.loss_cls: 1.9832, decode.d0.loss_mask: 0.5223, decode.d0.loss_dice: 0.8609, decode.d1.loss_cls: 0.3465, decode.d1.loss_mask: 0.4964, decode.d1.loss_dice: 0.7966, decode.d2.loss_cls: 0.2956, decode.d2.loss_mask: 0.4847, decode.d2.loss_dice: 0.7736, decode.d3.loss_cls: 0.2757, decode.d3.loss_mask: 0.4819, decode.d3.loss_dice: 0.7564, decode.d4.loss_cls: 0.2713, decode.d4.loss_mask: 0.4809, decode.d4.loss_dice: 0.7540, decode.d5.loss_cls: 0.2550, decode.d5.loss_mask: 0.4804, decode.d5.loss_dice: 0.7555, decode.d6.loss_cls: 0.2486, decode.d6.loss_mask: 0.4801, decode.d6.loss_dice: 0.7500, decode.d7.loss_cls: 0.2473, decode.d7.loss_mask: 0.4796, decode.d7.loss_dice: 0.7514, decode.d8.loss_cls: 0.2523, decode.d8.loss_mask: 0.4805, decode.d8.loss_dice: 0.7550, loss: 16.9968 2022-04-27 02:55:30,009 - mmseg - INFO - Iter [86750/160000] lr: 6.573e-07, eta: 22:12:28, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2607, decode.loss_mask: 0.4828, decode.loss_dice: 0.7523, decode.d0.loss_cls: 2.0012, decode.d0.loss_mask: 0.5294, decode.d0.loss_dice: 0.8726, decode.d1.loss_cls: 0.3647, decode.d1.loss_mask: 0.5027, decode.d1.loss_dice: 0.8011, decode.d2.loss_cls: 0.3169, decode.d2.loss_mask: 0.4917, decode.d2.loss_dice: 0.7809, decode.d3.loss_cls: 0.2896, decode.d3.loss_mask: 0.4866, decode.d3.loss_dice: 0.7620, decode.d4.loss_cls: 0.2814, decode.d4.loss_mask: 0.4847, decode.d4.loss_dice: 0.7594, decode.d5.loss_cls: 0.2819, decode.d5.loss_mask: 0.4822, decode.d5.loss_dice: 0.7595, decode.d6.loss_cls: 0.2686, decode.d6.loss_mask: 0.4836, decode.d6.loss_dice: 0.7555, decode.d7.loss_cls: 0.2662, decode.d7.loss_mask: 0.4834, decode.d7.loss_dice: 0.7567, decode.d8.loss_cls: 0.2704, decode.d8.loss_mask: 0.4824, decode.d8.loss_dice: 0.7519, loss: 17.2628 2022-04-27 02:56:23,672 - mmseg - INFO - Iter [86800/160000] lr: 6.569e-07, eta: 22:11:32, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2511, decode.loss_mask: 0.4849, decode.loss_dice: 0.7541, decode.d0.loss_cls: 1.9660, decode.d0.loss_mask: 0.5319, decode.d0.loss_dice: 0.8721, decode.d1.loss_cls: 0.3538, decode.d1.loss_mask: 0.5039, decode.d1.loss_dice: 0.7948, decode.d2.loss_cls: 0.3022, decode.d2.loss_mask: 0.4956, decode.d2.loss_dice: 0.7786, decode.d3.loss_cls: 0.2760, decode.d3.loss_mask: 0.4883, decode.d3.loss_dice: 0.7596, decode.d4.loss_cls: 0.2730, decode.d4.loss_mask: 0.4869, decode.d4.loss_dice: 0.7572, decode.d5.loss_cls: 0.2638, decode.d5.loss_mask: 0.4875, decode.d5.loss_dice: 0.7594, decode.d6.loss_cls: 0.2586, decode.d6.loss_mask: 0.4861, decode.d6.loss_dice: 0.7574, decode.d7.loss_cls: 0.2550, decode.d7.loss_mask: 0.4850, decode.d7.loss_dice: 0.7569, decode.d8.loss_cls: 0.2534, decode.d8.loss_mask: 0.4857, decode.d8.loss_dice: 0.7536, loss: 17.1321 2022-04-27 02:57:16,771 - mmseg - INFO - Iter [86850/160000] lr: 6.564e-07, eta: 22:10:36, time: 1.062, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2429, decode.loss_mask: 0.4886, decode.loss_dice: 0.7451, decode.d0.loss_cls: 1.9425, decode.d0.loss_mask: 0.5428, decode.d0.loss_dice: 0.8685, decode.d1.loss_cls: 0.3426, decode.d1.loss_mask: 0.5117, decode.d1.loss_dice: 0.7941, decode.d2.loss_cls: 0.2952, decode.d2.loss_mask: 0.4995, decode.d2.loss_dice: 0.7666, decode.d3.loss_cls: 0.2724, decode.d3.loss_mask: 0.4937, decode.d3.loss_dice: 0.7510, decode.d4.loss_cls: 0.2586, decode.d4.loss_mask: 0.4936, decode.d4.loss_dice: 0.7513, decode.d5.loss_cls: 0.2527, decode.d5.loss_mask: 0.4912, decode.d5.loss_dice: 0.7485, decode.d6.loss_cls: 0.2511, decode.d6.loss_mask: 0.4896, decode.d6.loss_dice: 0.7439, decode.d7.loss_cls: 0.2517, decode.d7.loss_mask: 0.4880, decode.d7.loss_dice: 0.7426, decode.d8.loss_cls: 0.2480, decode.d8.loss_mask: 0.4884, decode.d8.loss_dice: 0.7430, loss: 16.9992 2022-04-27 02:58:09,149 - mmseg - INFO - Iter [86900/160000] lr: 6.560e-07, eta: 22:09:40, time: 1.047, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2389, decode.loss_mask: 0.4924, decode.loss_dice: 0.7564, decode.d0.loss_cls: 2.0044, decode.d0.loss_mask: 0.5456, decode.d0.loss_dice: 0.8713, decode.d1.loss_cls: 0.3490, decode.d1.loss_mask: 0.5112, decode.d1.loss_dice: 0.8010, decode.d2.loss_cls: 0.2880, decode.d2.loss_mask: 0.5010, decode.d2.loss_dice: 0.7783, decode.d3.loss_cls: 0.2659, decode.d3.loss_mask: 0.4946, decode.d3.loss_dice: 0.7613, decode.d4.loss_cls: 0.2582, decode.d4.loss_mask: 0.4944, decode.d4.loss_dice: 0.7596, decode.d5.loss_cls: 0.2499, decode.d5.loss_mask: 0.4949, decode.d5.loss_dice: 0.7573, decode.d6.loss_cls: 0.2388, decode.d6.loss_mask: 0.4932, decode.d6.loss_dice: 0.7558, decode.d7.loss_cls: 0.2392, decode.d7.loss_mask: 0.4950, decode.d7.loss_dice: 0.7555, decode.d8.loss_cls: 0.2389, decode.d8.loss_mask: 0.4935, decode.d8.loss_dice: 0.7519, loss: 17.1356 2022-04-27 02:59:02,524 - mmseg - INFO - Iter [86950/160000] lr: 6.555e-07, eta: 22:08:44, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2620, decode.loss_mask: 0.4913, decode.loss_dice: 0.7806, decode.d0.loss_cls: 2.0299, decode.d0.loss_mask: 0.5356, decode.d0.loss_dice: 0.8848, decode.d1.loss_cls: 0.3491, decode.d1.loss_mask: 0.5048, decode.d1.loss_dice: 0.8233, decode.d2.loss_cls: 0.2979, decode.d2.loss_mask: 0.5017, decode.d2.loss_dice: 0.8056, decode.d3.loss_cls: 0.2728, decode.d3.loss_mask: 0.4964, decode.d3.loss_dice: 0.7878, decode.d4.loss_cls: 0.2649, decode.d4.loss_mask: 0.4963, decode.d4.loss_dice: 0.7863, decode.d5.loss_cls: 0.2676, decode.d5.loss_mask: 0.4929, decode.d5.loss_dice: 0.7868, decode.d6.loss_cls: 0.2589, decode.d6.loss_mask: 0.4933, decode.d6.loss_dice: 0.7834, decode.d7.loss_cls: 0.2538, decode.d7.loss_mask: 0.4913, decode.d7.loss_dice: 0.7809, decode.d8.loss_cls: 0.2555, decode.d8.loss_mask: 0.4919, decode.d8.loss_dice: 0.7807, loss: 17.5082 2022-04-27 02:59:55,632 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 02:59:55,633 - mmseg - INFO - Iter [87000/160000] lr: 6.551e-07, eta: 22:07:49, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2679, decode.loss_mask: 0.4977, decode.loss_dice: 0.7727, decode.d0.loss_cls: 1.9809, decode.d0.loss_mask: 0.5491, decode.d0.loss_dice: 0.9001, decode.d1.loss_cls: 0.3575, decode.d1.loss_mask: 0.5198, decode.d1.loss_dice: 0.8266, decode.d2.loss_cls: 0.3170, decode.d2.loss_mask: 0.5082, decode.d2.loss_dice: 0.7894, decode.d3.loss_cls: 0.2889, decode.d3.loss_mask: 0.4990, decode.d3.loss_dice: 0.7743, decode.d4.loss_cls: 0.2863, decode.d4.loss_mask: 0.5012, decode.d4.loss_dice: 0.7777, decode.d5.loss_cls: 0.2796, decode.d5.loss_mask: 0.4988, decode.d5.loss_dice: 0.7765, decode.d6.loss_cls: 0.2820, decode.d6.loss_mask: 0.4982, decode.d6.loss_dice: 0.7704, decode.d7.loss_cls: 0.2698, decode.d7.loss_mask: 0.4971, decode.d7.loss_dice: 0.7735, decode.d8.loss_cls: 0.2709, decode.d8.loss_mask: 0.4963, decode.d8.loss_dice: 0.7715, loss: 17.5989 2022-04-27 03:00:49,468 - mmseg - INFO - Iter [87050/160000] lr: 6.546e-07, eta: 22:06:53, time: 1.077, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2759, decode.loss_mask: 0.4953, decode.loss_dice: 0.7720, decode.d0.loss_cls: 1.9743, decode.d0.loss_mask: 0.5412, decode.d0.loss_dice: 0.8895, decode.d1.loss_cls: 0.3608, decode.d1.loss_mask: 0.5119, decode.d1.loss_dice: 0.8117, decode.d2.loss_cls: 0.3157, decode.d2.loss_mask: 0.5007, decode.d2.loss_dice: 0.7854, decode.d3.loss_cls: 0.2984, decode.d3.loss_mask: 0.4984, decode.d3.loss_dice: 0.7724, decode.d4.loss_cls: 0.2898, decode.d4.loss_mask: 0.4962, decode.d4.loss_dice: 0.7733, decode.d5.loss_cls: 0.2812, decode.d5.loss_mask: 0.4962, decode.d5.loss_dice: 0.7733, decode.d6.loss_cls: 0.2764, decode.d6.loss_mask: 0.4960, decode.d6.loss_dice: 0.7679, decode.d7.loss_cls: 0.2747, decode.d7.loss_mask: 0.4943, decode.d7.loss_dice: 0.7694, decode.d8.loss_cls: 0.2776, decode.d8.loss_mask: 0.4959, decode.d8.loss_dice: 0.7705, loss: 17.5364 2022-04-27 03:01:43,465 - mmseg - INFO - Iter [87100/160000] lr: 6.542e-07, eta: 22:05:58, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2606, decode.loss_mask: 0.4817, decode.loss_dice: 0.7485, decode.d0.loss_cls: 1.9756, decode.d0.loss_mask: 0.5261, decode.d0.loss_dice: 0.8667, decode.d1.loss_cls: 0.3528, decode.d1.loss_mask: 0.4971, decode.d1.loss_dice: 0.8015, decode.d2.loss_cls: 0.3018, decode.d2.loss_mask: 0.4915, decode.d2.loss_dice: 0.7758, decode.d3.loss_cls: 0.2756, decode.d3.loss_mask: 0.4869, decode.d3.loss_dice: 0.7648, decode.d4.loss_cls: 0.2732, decode.d4.loss_mask: 0.4859, decode.d4.loss_dice: 0.7591, decode.d5.loss_cls: 0.2693, decode.d5.loss_mask: 0.4842, decode.d5.loss_dice: 0.7614, decode.d6.loss_cls: 0.2594, decode.d6.loss_mask: 0.4840, decode.d6.loss_dice: 0.7527, decode.d7.loss_cls: 0.2571, decode.d7.loss_mask: 0.4819, decode.d7.loss_dice: 0.7517, decode.d8.loss_cls: 0.2588, decode.d8.loss_mask: 0.4812, decode.d8.loss_dice: 0.7505, loss: 17.1176 2022-04-27 03:02:40,083 - mmseg - INFO - Iter [87150/160000] lr: 6.537e-07, eta: 22:05:05, time: 1.132, data_time: 0.065, memory: 64049, decode.loss_cls: 0.2467, decode.loss_mask: 0.4901, decode.loss_dice: 0.7434, decode.d0.loss_cls: 1.9974, decode.d0.loss_mask: 0.5335, decode.d0.loss_dice: 0.8516, decode.d1.loss_cls: 0.3387, decode.d1.loss_mask: 0.5095, decode.d1.loss_dice: 0.7888, decode.d2.loss_cls: 0.3018, decode.d2.loss_mask: 0.4996, decode.d2.loss_dice: 0.7614, decode.d3.loss_cls: 0.2824, decode.d3.loss_mask: 0.4927, decode.d3.loss_dice: 0.7486, decode.d4.loss_cls: 0.2687, decode.d4.loss_mask: 0.4910, decode.d4.loss_dice: 0.7467, decode.d5.loss_cls: 0.2583, decode.d5.loss_mask: 0.4930, decode.d5.loss_dice: 0.7459, decode.d6.loss_cls: 0.2502, decode.d6.loss_mask: 0.4900, decode.d6.loss_dice: 0.7419, decode.d7.loss_cls: 0.2524, decode.d7.loss_mask: 0.4899, decode.d7.loss_dice: 0.7424, decode.d8.loss_cls: 0.2477, decode.d8.loss_mask: 0.4901, decode.d8.loss_dice: 0.7455, loss: 17.0398 2022-04-27 03:03:33,539 - mmseg - INFO - Iter [87200/160000] lr: 6.533e-07, eta: 22:04:10, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2541, decode.loss_mask: 0.4875, decode.loss_dice: 0.7675, decode.d0.loss_cls: 1.9923, decode.d0.loss_mask: 0.5375, decode.d0.loss_dice: 0.8938, decode.d1.loss_cls: 0.3443, decode.d1.loss_mask: 0.5042, decode.d1.loss_dice: 0.8230, decode.d2.loss_cls: 0.2979, decode.d2.loss_mask: 0.4926, decode.d2.loss_dice: 0.7943, decode.d3.loss_cls: 0.2709, decode.d3.loss_mask: 0.4924, decode.d3.loss_dice: 0.7778, decode.d4.loss_cls: 0.2672, decode.d4.loss_mask: 0.4895, decode.d4.loss_dice: 0.7790, decode.d5.loss_cls: 0.2586, decode.d5.loss_mask: 0.4913, decode.d5.loss_dice: 0.7760, decode.d6.loss_cls: 0.2537, decode.d6.loss_mask: 0.4909, decode.d6.loss_dice: 0.7712, decode.d7.loss_cls: 0.2559, decode.d7.loss_mask: 0.4894, decode.d7.loss_dice: 0.7692, decode.d8.loss_cls: 0.2523, decode.d8.loss_mask: 0.4883, decode.d8.loss_dice: 0.7684, loss: 17.3309 2022-04-27 03:04:27,195 - mmseg - INFO - Iter [87250/160000] lr: 6.528e-07, eta: 22:03:15, time: 1.073, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2431, decode.loss_mask: 0.4953, decode.loss_dice: 0.7363, decode.d0.loss_cls: 1.9281, decode.d0.loss_mask: 0.5417, decode.d0.loss_dice: 0.8544, decode.d1.loss_cls: 0.3406, decode.d1.loss_mask: 0.5152, decode.d1.loss_dice: 0.7826, decode.d2.loss_cls: 0.2900, decode.d2.loss_mask: 0.5016, decode.d2.loss_dice: 0.7581, decode.d3.loss_cls: 0.2602, decode.d3.loss_mask: 0.5003, decode.d3.loss_dice: 0.7443, decode.d4.loss_cls: 0.2494, decode.d4.loss_mask: 0.4983, decode.d4.loss_dice: 0.7475, decode.d5.loss_cls: 0.2438, decode.d5.loss_mask: 0.4964, decode.d5.loss_dice: 0.7450, decode.d6.loss_cls: 0.2443, decode.d6.loss_mask: 0.4952, decode.d6.loss_dice: 0.7390, decode.d7.loss_cls: 0.2397, decode.d7.loss_mask: 0.4947, decode.d7.loss_dice: 0.7396, decode.d8.loss_cls: 0.2400, decode.d8.loss_mask: 0.4957, decode.d8.loss_dice: 0.7418, loss: 16.9022 2022-04-27 03:05:20,621 - mmseg - INFO - Iter [87300/160000] lr: 6.524e-07, eta: 22:02:19, time: 1.069, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2743, decode.loss_mask: 0.4869, decode.loss_dice: 0.7890, decode.d0.loss_cls: 1.9849, decode.d0.loss_mask: 0.5334, decode.d0.loss_dice: 0.8976, decode.d1.loss_cls: 0.3734, decode.d1.loss_mask: 0.5051, decode.d1.loss_dice: 0.8364, decode.d2.loss_cls: 0.3166, decode.d2.loss_mask: 0.4982, decode.d2.loss_dice: 0.8092, decode.d3.loss_cls: 0.2936, decode.d3.loss_mask: 0.4912, decode.d3.loss_dice: 0.7949, decode.d4.loss_cls: 0.2833, decode.d4.loss_mask: 0.4925, decode.d4.loss_dice: 0.7979, decode.d5.loss_cls: 0.2814, decode.d5.loss_mask: 0.4895, decode.d5.loss_dice: 0.7897, decode.d6.loss_cls: 0.2755, decode.d6.loss_mask: 0.4876, decode.d6.loss_dice: 0.7846, decode.d7.loss_cls: 0.2781, decode.d7.loss_mask: 0.4886, decode.d7.loss_dice: 0.7868, decode.d8.loss_cls: 0.2714, decode.d8.loss_mask: 0.4890, decode.d8.loss_dice: 0.7882, loss: 17.6689 2022-04-27 03:06:13,385 - mmseg - INFO - Iter [87350/160000] lr: 6.520e-07, eta: 22:01:23, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2653, decode.loss_mask: 0.4922, decode.loss_dice: 0.7468, decode.d0.loss_cls: 1.9342, decode.d0.loss_mask: 0.5408, decode.d0.loss_dice: 0.8523, decode.d1.loss_cls: 0.3469, decode.d1.loss_mask: 0.5084, decode.d1.loss_dice: 0.7894, decode.d2.loss_cls: 0.2998, decode.d2.loss_mask: 0.4996, decode.d2.loss_dice: 0.7689, decode.d3.loss_cls: 0.2822, decode.d3.loss_mask: 0.4949, decode.d3.loss_dice: 0.7559, decode.d4.loss_cls: 0.2793, decode.d4.loss_mask: 0.4959, decode.d4.loss_dice: 0.7530, decode.d5.loss_cls: 0.2782, decode.d5.loss_mask: 0.4941, decode.d5.loss_dice: 0.7463, decode.d6.loss_cls: 0.2773, decode.d6.loss_mask: 0.4920, decode.d6.loss_dice: 0.7447, decode.d7.loss_cls: 0.2702, decode.d7.loss_mask: 0.4939, decode.d7.loss_dice: 0.7452, decode.d8.loss_cls: 0.2681, decode.d8.loss_mask: 0.4926, decode.d8.loss_dice: 0.7443, loss: 17.1527 2022-04-27 03:07:06,168 - mmseg - INFO - Iter [87400/160000] lr: 6.515e-07, eta: 22:00:27, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2455, decode.loss_mask: 0.4689, decode.loss_dice: 0.7486, decode.d0.loss_cls: 1.9560, decode.d0.loss_mask: 0.5192, decode.d0.loss_dice: 0.8669, decode.d1.loss_cls: 0.3325, decode.d1.loss_mask: 0.4873, decode.d1.loss_dice: 0.7952, decode.d2.loss_cls: 0.2939, decode.d2.loss_mask: 0.4774, decode.d2.loss_dice: 0.7746, decode.d3.loss_cls: 0.2684, decode.d3.loss_mask: 0.4727, decode.d3.loss_dice: 0.7605, decode.d4.loss_cls: 0.2504, decode.d4.loss_mask: 0.4725, decode.d4.loss_dice: 0.7569, decode.d5.loss_cls: 0.2538, decode.d5.loss_mask: 0.4728, decode.d5.loss_dice: 0.7546, decode.d6.loss_cls: 0.2449, decode.d6.loss_mask: 0.4729, decode.d6.loss_dice: 0.7545, decode.d7.loss_cls: 0.2424, decode.d7.loss_mask: 0.4738, decode.d7.loss_dice: 0.7518, decode.d8.loss_cls: 0.2401, decode.d8.loss_mask: 0.4711, decode.d8.loss_dice: 0.7560, loss: 16.8361 2022-04-27 03:07:58,921 - mmseg - INFO - Iter [87450/160000] lr: 6.511e-07, eta: 21:59:31, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2692, decode.loss_mask: 0.4868, decode.loss_dice: 0.7437, decode.d0.loss_cls: 1.9945, decode.d0.loss_mask: 0.5259, decode.d0.loss_dice: 0.8604, decode.d1.loss_cls: 0.3627, decode.d1.loss_mask: 0.5020, decode.d1.loss_dice: 0.7942, decode.d2.loss_cls: 0.3124, decode.d2.loss_mask: 0.4894, decode.d2.loss_dice: 0.7664, decode.d3.loss_cls: 0.2952, decode.d3.loss_mask: 0.4865, decode.d3.loss_dice: 0.7511, decode.d4.loss_cls: 0.2942, decode.d4.loss_mask: 0.4851, decode.d4.loss_dice: 0.7497, decode.d5.loss_cls: 0.2835, decode.d5.loss_mask: 0.4843, decode.d5.loss_dice: 0.7496, decode.d6.loss_cls: 0.2718, decode.d6.loss_mask: 0.4861, decode.d6.loss_dice: 0.7487, decode.d7.loss_cls: 0.2701, decode.d7.loss_mask: 0.4872, decode.d7.loss_dice: 0.7455, decode.d8.loss_cls: 0.2687, decode.d8.loss_mask: 0.4871, decode.d8.loss_dice: 0.7458, loss: 17.1979 2022-04-27 03:08:51,393 - mmseg - INFO - Iter [87500/160000] lr: 6.506e-07, eta: 21:58:35, time: 1.049, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2603, decode.loss_mask: 0.4804, decode.loss_dice: 0.7427, decode.d0.loss_cls: 2.0244, decode.d0.loss_mask: 0.5326, decode.d0.loss_dice: 0.8629, decode.d1.loss_cls: 0.3701, decode.d1.loss_mask: 0.5002, decode.d1.loss_dice: 0.7926, decode.d2.loss_cls: 0.3142, decode.d2.loss_mask: 0.4918, decode.d2.loss_dice: 0.7652, decode.d3.loss_cls: 0.2874, decode.d3.loss_mask: 0.4826, decode.d3.loss_dice: 0.7474, decode.d4.loss_cls: 0.2804, decode.d4.loss_mask: 0.4823, decode.d4.loss_dice: 0.7463, decode.d5.loss_cls: 0.2704, decode.d5.loss_mask: 0.4810, decode.d5.loss_dice: 0.7469, decode.d6.loss_cls: 0.2600, decode.d6.loss_mask: 0.4824, decode.d6.loss_dice: 0.7442, decode.d7.loss_cls: 0.2618, decode.d7.loss_mask: 0.4791, decode.d7.loss_dice: 0.7407, decode.d8.loss_cls: 0.2582, decode.d8.loss_mask: 0.4798, decode.d8.loss_dice: 0.7407, loss: 17.1087 2022-04-27 03:09:44,561 - mmseg - INFO - Iter [87550/160000] lr: 6.502e-07, eta: 21:57:39, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2640, decode.loss_mask: 0.4738, decode.loss_dice: 0.7448, decode.d0.loss_cls: 2.0120, decode.d0.loss_mask: 0.5154, decode.d0.loss_dice: 0.8654, decode.d1.loss_cls: 0.3572, decode.d1.loss_mask: 0.4909, decode.d1.loss_dice: 0.7892, decode.d2.loss_cls: 0.3050, decode.d2.loss_mask: 0.4808, decode.d2.loss_dice: 0.7692, decode.d3.loss_cls: 0.2807, decode.d3.loss_mask: 0.4776, decode.d3.loss_dice: 0.7571, decode.d4.loss_cls: 0.2737, decode.d4.loss_mask: 0.4759, decode.d4.loss_dice: 0.7545, decode.d5.loss_cls: 0.2770, decode.d5.loss_mask: 0.4740, decode.d5.loss_dice: 0.7553, decode.d6.loss_cls: 0.2639, decode.d6.loss_mask: 0.4744, decode.d6.loss_dice: 0.7466, decode.d7.loss_cls: 0.2660, decode.d7.loss_mask: 0.4737, decode.d7.loss_dice: 0.7477, decode.d8.loss_cls: 0.2644, decode.d8.loss_mask: 0.4751, decode.d8.loss_dice: 0.7459, loss: 17.0514 2022-04-27 03:10:37,942 - mmseg - INFO - Iter [87600/160000] lr: 6.497e-07, eta: 21:56:43, time: 1.069, data_time: 0.018, memory: 64049, decode.loss_cls: 0.2668, decode.loss_mask: 0.4853, decode.loss_dice: 0.7623, decode.d0.loss_cls: 2.0112, decode.d0.loss_mask: 0.5340, decode.d0.loss_dice: 0.8816, decode.d1.loss_cls: 0.3607, decode.d1.loss_mask: 0.5094, decode.d1.loss_dice: 0.8143, decode.d2.loss_cls: 0.3160, decode.d2.loss_mask: 0.4955, decode.d2.loss_dice: 0.7874, decode.d3.loss_cls: 0.2946, decode.d3.loss_mask: 0.4892, decode.d3.loss_dice: 0.7693, decode.d4.loss_cls: 0.2778, decode.d4.loss_mask: 0.4876, decode.d4.loss_dice: 0.7690, decode.d5.loss_cls: 0.2721, decode.d5.loss_mask: 0.4850, decode.d5.loss_dice: 0.7666, decode.d6.loss_cls: 0.2665, decode.d6.loss_mask: 0.4877, decode.d6.loss_dice: 0.7630, decode.d7.loss_cls: 0.2659, decode.d7.loss_mask: 0.4861, decode.d7.loss_dice: 0.7613, decode.d8.loss_cls: 0.2639, decode.d8.loss_mask: 0.4848, decode.d8.loss_dice: 0.7660, loss: 17.3808 2022-04-27 03:11:31,411 - mmseg - INFO - Iter [87650/160000] lr: 6.493e-07, eta: 21:55:48, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2571, decode.loss_mask: 0.4884, decode.loss_dice: 0.7739, decode.d0.loss_cls: 1.9541, decode.d0.loss_mask: 0.5373, decode.d0.loss_dice: 0.8889, decode.d1.loss_cls: 0.3414, decode.d1.loss_mask: 0.5109, decode.d1.loss_dice: 0.8263, decode.d2.loss_cls: 0.3077, decode.d2.loss_mask: 0.4990, decode.d2.loss_dice: 0.7980, decode.d3.loss_cls: 0.2858, decode.d3.loss_mask: 0.4936, decode.d3.loss_dice: 0.7832, decode.d4.loss_cls: 0.2693, decode.d4.loss_mask: 0.4929, decode.d4.loss_dice: 0.7827, decode.d5.loss_cls: 0.2715, decode.d5.loss_mask: 0.4890, decode.d5.loss_dice: 0.7765, decode.d6.loss_cls: 0.2641, decode.d6.loss_mask: 0.4907, decode.d6.loss_dice: 0.7797, decode.d7.loss_cls: 0.2597, decode.d7.loss_mask: 0.4907, decode.d7.loss_dice: 0.7756, decode.d8.loss_cls: 0.2611, decode.d8.loss_mask: 0.4888, decode.d8.loss_dice: 0.7752, loss: 17.4129 2022-04-27 03:12:24,163 - mmseg - INFO - Iter [87700/160000] lr: 6.488e-07, eta: 21:54:52, time: 1.055, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2461, decode.loss_mask: 0.4638, decode.loss_dice: 0.7434, decode.d0.loss_cls: 2.0252, decode.d0.loss_mask: 0.5046, decode.d0.loss_dice: 0.8515, decode.d1.loss_cls: 0.3628, decode.d1.loss_mask: 0.4820, decode.d1.loss_dice: 0.7939, decode.d2.loss_cls: 0.3103, decode.d2.loss_mask: 0.4678, decode.d2.loss_dice: 0.7621, decode.d3.loss_cls: 0.2802, decode.d3.loss_mask: 0.4676, decode.d3.loss_dice: 0.7522, decode.d4.loss_cls: 0.2674, decode.d4.loss_mask: 0.4642, decode.d4.loss_dice: 0.7479, decode.d5.loss_cls: 0.2555, decode.d5.loss_mask: 0.4645, decode.d5.loss_dice: 0.7475, decode.d6.loss_cls: 0.2581, decode.d6.loss_mask: 0.4641, decode.d6.loss_dice: 0.7444, decode.d7.loss_cls: 0.2542, decode.d7.loss_mask: 0.4639, decode.d7.loss_dice: 0.7425, decode.d8.loss_cls: 0.2442, decode.d8.loss_mask: 0.4636, decode.d8.loss_dice: 0.7446, loss: 16.8404 2022-04-27 03:13:17,291 - mmseg - INFO - Iter [87750/160000] lr: 6.484e-07, eta: 21:53:56, time: 1.063, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2760, decode.loss_mask: 0.4954, decode.loss_dice: 0.7612, decode.d0.loss_cls: 1.9992, decode.d0.loss_mask: 0.5467, decode.d0.loss_dice: 0.8771, decode.d1.loss_cls: 0.3639, decode.d1.loss_mask: 0.5195, decode.d1.loss_dice: 0.8079, decode.d2.loss_cls: 0.3210, decode.d2.loss_mask: 0.5090, decode.d2.loss_dice: 0.7848, decode.d3.loss_cls: 0.2967, decode.d3.loss_mask: 0.5027, decode.d3.loss_dice: 0.7676, decode.d4.loss_cls: 0.2929, decode.d4.loss_mask: 0.5003, decode.d4.loss_dice: 0.7686, decode.d5.loss_cls: 0.2824, decode.d5.loss_mask: 0.4978, decode.d5.loss_dice: 0.7613, decode.d6.loss_cls: 0.2787, decode.d6.loss_mask: 0.4983, decode.d6.loss_dice: 0.7652, decode.d7.loss_cls: 0.2754, decode.d7.loss_mask: 0.4960, decode.d7.loss_dice: 0.7605, decode.d8.loss_cls: 0.2725, decode.d8.loss_mask: 0.4961, decode.d8.loss_dice: 0.7619, loss: 17.5367 2022-04-27 03:14:09,704 - mmseg - INFO - Iter [87800/160000] lr: 6.479e-07, eta: 21:53:00, time: 1.048, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2617, decode.loss_mask: 0.5006, decode.loss_dice: 0.7420, decode.d0.loss_cls: 1.9788, decode.d0.loss_mask: 0.5483, decode.d0.loss_dice: 0.8581, decode.d1.loss_cls: 0.3675, decode.d1.loss_mask: 0.5199, decode.d1.loss_dice: 0.7860, decode.d2.loss_cls: 0.3097, decode.d2.loss_mask: 0.5104, decode.d2.loss_dice: 0.7664, decode.d3.loss_cls: 0.2842, decode.d3.loss_mask: 0.5061, decode.d3.loss_dice: 0.7495, decode.d4.loss_cls: 0.2779, decode.d4.loss_mask: 0.5032, decode.d4.loss_dice: 0.7483, decode.d5.loss_cls: 0.2732, decode.d5.loss_mask: 0.5012, decode.d5.loss_dice: 0.7471, decode.d6.loss_cls: 0.2628, decode.d6.loss_mask: 0.5034, decode.d6.loss_dice: 0.7419, decode.d7.loss_cls: 0.2632, decode.d7.loss_mask: 0.5026, decode.d7.loss_dice: 0.7437, decode.d8.loss_cls: 0.2630, decode.d8.loss_mask: 0.5029, decode.d8.loss_dice: 0.7446, loss: 17.2683 2022-04-27 03:15:02,797 - mmseg - INFO - Iter [87850/160000] lr: 6.475e-07, eta: 21:52:04, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2773, decode.loss_mask: 0.5044, decode.loss_dice: 0.7820, decode.d0.loss_cls: 1.9814, decode.d0.loss_mask: 0.5450, decode.d0.loss_dice: 0.8971, decode.d1.loss_cls: 0.3688, decode.d1.loss_mask: 0.5233, decode.d1.loss_dice: 0.8283, decode.d2.loss_cls: 0.3206, decode.d2.loss_mask: 0.5124, decode.d2.loss_dice: 0.8072, decode.d3.loss_cls: 0.2952, decode.d3.loss_mask: 0.5089, decode.d3.loss_dice: 0.7876, decode.d4.loss_cls: 0.2884, decode.d4.loss_mask: 0.5084, decode.d4.loss_dice: 0.7874, decode.d5.loss_cls: 0.2838, decode.d5.loss_mask: 0.5058, decode.d5.loss_dice: 0.7817, decode.d6.loss_cls: 0.2767, decode.d6.loss_mask: 0.5053, decode.d6.loss_dice: 0.7802, decode.d7.loss_cls: 0.2789, decode.d7.loss_mask: 0.5058, decode.d7.loss_dice: 0.7798, decode.d8.loss_cls: 0.2724, decode.d8.loss_mask: 0.5058, decode.d8.loss_dice: 0.7834, loss: 17.7831 2022-04-27 03:15:55,611 - mmseg - INFO - Iter [87900/160000] lr: 6.470e-07, eta: 21:51:08, time: 1.056, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2552, decode.loss_mask: 0.4880, decode.loss_dice: 0.7625, decode.d0.loss_cls: 2.0201, decode.d0.loss_mask: 0.5317, decode.d0.loss_dice: 0.8863, decode.d1.loss_cls: 0.3483, decode.d1.loss_mask: 0.5035, decode.d1.loss_dice: 0.8155, decode.d2.loss_cls: 0.3011, decode.d2.loss_mask: 0.4966, decode.d2.loss_dice: 0.7871, decode.d3.loss_cls: 0.2697, decode.d3.loss_mask: 0.4932, decode.d3.loss_dice: 0.7788, decode.d4.loss_cls: 0.2646, decode.d4.loss_mask: 0.4898, decode.d4.loss_dice: 0.7753, decode.d5.loss_cls: 0.2570, decode.d5.loss_mask: 0.4907, decode.d5.loss_dice: 0.7719, decode.d6.loss_cls: 0.2559, decode.d6.loss_mask: 0.4890, decode.d6.loss_dice: 0.7629, decode.d7.loss_cls: 0.2521, decode.d7.loss_mask: 0.4894, decode.d7.loss_dice: 0.7668, decode.d8.loss_cls: 0.2535, decode.d8.loss_mask: 0.4895, decode.d8.loss_dice: 0.7680, loss: 17.3140 2022-04-27 03:16:47,618 - mmseg - INFO - Iter [87950/160000] lr: 6.466e-07, eta: 21:50:11, time: 1.040, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2824, decode.loss_mask: 0.4980, decode.loss_dice: 0.7657, decode.d0.loss_cls: 1.9866, decode.d0.loss_mask: 0.5462, decode.d0.loss_dice: 0.8970, decode.d1.loss_cls: 0.3784, decode.d1.loss_mask: 0.5198, decode.d1.loss_dice: 0.8110, decode.d2.loss_cls: 0.3257, decode.d2.loss_mask: 0.5074, decode.d2.loss_dice: 0.7875, decode.d3.loss_cls: 0.2985, decode.d3.loss_mask: 0.5005, decode.d3.loss_dice: 0.7762, decode.d4.loss_cls: 0.2944, decode.d4.loss_mask: 0.4998, decode.d4.loss_dice: 0.7721, decode.d5.loss_cls: 0.2869, decode.d5.loss_mask: 0.5008, decode.d5.loss_dice: 0.7691, decode.d6.loss_cls: 0.2842, decode.d6.loss_mask: 0.5004, decode.d6.loss_dice: 0.7649, decode.d7.loss_cls: 0.2830, decode.d7.loss_mask: 0.4988, decode.d7.loss_dice: 0.7640, decode.d8.loss_cls: 0.2827, decode.d8.loss_mask: 0.4977, decode.d8.loss_dice: 0.7644, loss: 17.6440 2022-04-27 03:17:39,978 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 03:17:39,980 - mmseg - INFO - Iter [88000/160000] lr: 6.461e-07, eta: 21:49:15, time: 1.047, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2401, decode.loss_mask: 0.5169, decode.loss_dice: 0.7687, decode.d0.loss_cls: 1.9642, decode.d0.loss_mask: 0.5646, decode.d0.loss_dice: 0.8812, decode.d1.loss_cls: 0.3369, decode.d1.loss_mask: 0.5355, decode.d1.loss_dice: 0.8070, decode.d2.loss_cls: 0.2842, decode.d2.loss_mask: 0.5266, decode.d2.loss_dice: 0.7844, decode.d3.loss_cls: 0.2634, decode.d3.loss_mask: 0.5168, decode.d3.loss_dice: 0.7741, decode.d4.loss_cls: 0.2537, decode.d4.loss_mask: 0.5189, decode.d4.loss_dice: 0.7753, decode.d5.loss_cls: 0.2446, decode.d5.loss_mask: 0.5182, decode.d5.loss_dice: 0.7710, decode.d6.loss_cls: 0.2465, decode.d6.loss_mask: 0.5166, decode.d6.loss_dice: 0.7657, decode.d7.loss_cls: 0.2414, decode.d7.loss_mask: 0.5155, decode.d7.loss_dice: 0.7641, decode.d8.loss_cls: 0.2391, decode.d8.loss_mask: 0.5156, decode.d8.loss_dice: 0.7680, loss: 17.4187 2022-04-27 03:18:32,875 - mmseg - INFO - Iter [88050/160000] lr: 6.457e-07, eta: 21:48:19, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2668, decode.loss_mask: 0.5107, decode.loss_dice: 0.7481, decode.d0.loss_cls: 2.0018, decode.d0.loss_mask: 0.5603, decode.d0.loss_dice: 0.8667, decode.d1.loss_cls: 0.3569, decode.d1.loss_mask: 0.5332, decode.d1.loss_dice: 0.7968, decode.d2.loss_cls: 0.3019, decode.d2.loss_mask: 0.5231, decode.d2.loss_dice: 0.7767, decode.d3.loss_cls: 0.2886, decode.d3.loss_mask: 0.5157, decode.d3.loss_dice: 0.7611, decode.d4.loss_cls: 0.2777, decode.d4.loss_mask: 0.5171, decode.d4.loss_dice: 0.7588, decode.d5.loss_cls: 0.2766, decode.d5.loss_mask: 0.5159, decode.d5.loss_dice: 0.7574, decode.d6.loss_cls: 0.2650, decode.d6.loss_mask: 0.5145, decode.d6.loss_dice: 0.7527, decode.d7.loss_cls: 0.2602, decode.d7.loss_mask: 0.5161, decode.d7.loss_dice: 0.7525, decode.d8.loss_cls: 0.2571, decode.d8.loss_mask: 0.5156, decode.d8.loss_dice: 0.7558, loss: 17.5014 2022-04-27 03:19:25,096 - mmseg - INFO - Iter [88100/160000] lr: 6.452e-07, eta: 21:47:23, time: 1.044, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2639, decode.loss_mask: 0.5053, decode.loss_dice: 0.7493, decode.d0.loss_cls: 1.9636, decode.d0.loss_mask: 0.5517, decode.d0.loss_dice: 0.8703, decode.d1.loss_cls: 0.3623, decode.d1.loss_mask: 0.5260, decode.d1.loss_dice: 0.8016, decode.d2.loss_cls: 0.3109, decode.d2.loss_mask: 0.5144, decode.d2.loss_dice: 0.7759, decode.d3.loss_cls: 0.2896, decode.d3.loss_mask: 0.5089, decode.d3.loss_dice: 0.7595, decode.d4.loss_cls: 0.2775, decode.d4.loss_mask: 0.5083, decode.d4.loss_dice: 0.7557, decode.d5.loss_cls: 0.2759, decode.d5.loss_mask: 0.5065, decode.d5.loss_dice: 0.7496, decode.d6.loss_cls: 0.2732, decode.d6.loss_mask: 0.5014, decode.d6.loss_dice: 0.7508, decode.d7.loss_cls: 0.2673, decode.d7.loss_mask: 0.5041, decode.d7.loss_dice: 0.7514, decode.d8.loss_cls: 0.2681, decode.d8.loss_mask: 0.5039, decode.d8.loss_dice: 0.7500, loss: 17.3970 2022-04-27 03:20:18,272 - mmseg - INFO - Iter [88150/160000] lr: 6.448e-07, eta: 21:46:27, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2795, decode.loss_mask: 0.4967, decode.loss_dice: 0.7830, decode.d0.loss_cls: 1.9932, decode.d0.loss_mask: 0.5426, decode.d0.loss_dice: 0.9041, decode.d1.loss_cls: 0.3731, decode.d1.loss_mask: 0.5157, decode.d1.loss_dice: 0.8330, decode.d2.loss_cls: 0.3208, decode.d2.loss_mask: 0.5061, decode.d2.loss_dice: 0.8064, decode.d3.loss_cls: 0.3023, decode.d3.loss_mask: 0.4991, decode.d3.loss_dice: 0.7924, decode.d4.loss_cls: 0.2941, decode.d4.loss_mask: 0.4996, decode.d4.loss_dice: 0.7865, decode.d5.loss_cls: 0.2840, decode.d5.loss_mask: 0.4994, decode.d5.loss_dice: 0.7919, decode.d6.loss_cls: 0.2845, decode.d6.loss_mask: 0.4967, decode.d6.loss_dice: 0.7828, decode.d7.loss_cls: 0.2840, decode.d7.loss_mask: 0.4973, decode.d7.loss_dice: 0.7815, decode.d8.loss_cls: 0.2839, decode.d8.loss_mask: 0.4947, decode.d8.loss_dice: 0.7815, loss: 17.7907 2022-04-27 03:21:10,569 - mmseg - INFO - Iter [88200/160000] lr: 6.443e-07, eta: 21:45:31, time: 1.046, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2652, decode.loss_mask: 0.4950, decode.loss_dice: 0.7533, decode.d0.loss_cls: 1.9956, decode.d0.loss_mask: 0.5364, decode.d0.loss_dice: 0.8692, decode.d1.loss_cls: 0.3600, decode.d1.loss_mask: 0.5126, decode.d1.loss_dice: 0.8034, decode.d2.loss_cls: 0.3130, decode.d2.loss_mask: 0.5026, decode.d2.loss_dice: 0.7760, decode.d3.loss_cls: 0.2831, decode.d3.loss_mask: 0.4992, decode.d3.loss_dice: 0.7597, decode.d4.loss_cls: 0.2829, decode.d4.loss_mask: 0.4971, decode.d4.loss_dice: 0.7574, decode.d5.loss_cls: 0.2710, decode.d5.loss_mask: 0.4991, decode.d5.loss_dice: 0.7566, decode.d6.loss_cls: 0.2649, decode.d6.loss_mask: 0.4970, decode.d6.loss_dice: 0.7512, decode.d7.loss_cls: 0.2622, decode.d7.loss_mask: 0.4950, decode.d7.loss_dice: 0.7503, decode.d8.loss_cls: 0.2632, decode.d8.loss_mask: 0.4967, decode.d8.loss_dice: 0.7520, loss: 17.3213 2022-04-27 03:22:03,544 - mmseg - INFO - Iter [88250/160000] lr: 6.439e-07, eta: 21:44:35, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2568, decode.loss_mask: 0.5060, decode.loss_dice: 0.7744, decode.d0.loss_cls: 2.0086, decode.d0.loss_mask: 0.5498, decode.d0.loss_dice: 0.8893, decode.d1.loss_cls: 0.3394, decode.d1.loss_mask: 0.5224, decode.d1.loss_dice: 0.8193, decode.d2.loss_cls: 0.2957, decode.d2.loss_mask: 0.5156, decode.d2.loss_dice: 0.7905, decode.d3.loss_cls: 0.2721, decode.d3.loss_mask: 0.5115, decode.d3.loss_dice: 0.7795, decode.d4.loss_cls: 0.2683, decode.d4.loss_mask: 0.5095, decode.d4.loss_dice: 0.7787, decode.d5.loss_cls: 0.2678, decode.d5.loss_mask: 0.5076, decode.d5.loss_dice: 0.7772, decode.d6.loss_cls: 0.2648, decode.d6.loss_mask: 0.5050, decode.d6.loss_dice: 0.7683, decode.d7.loss_cls: 0.2584, decode.d7.loss_mask: 0.5059, decode.d7.loss_dice: 0.7737, decode.d8.loss_cls: 0.2601, decode.d8.loss_mask: 0.5056, decode.d8.loss_dice: 0.7681, loss: 17.5497 2022-04-27 03:22:56,146 - mmseg - INFO - Iter [88300/160000] lr: 6.434e-07, eta: 21:43:39, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2445, decode.loss_mask: 0.4925, decode.loss_dice: 0.7384, decode.d0.loss_cls: 2.0037, decode.d0.loss_mask: 0.5361, decode.d0.loss_dice: 0.8458, decode.d1.loss_cls: 0.3412, decode.d1.loss_mask: 0.5119, decode.d1.loss_dice: 0.7867, decode.d2.loss_cls: 0.2975, decode.d2.loss_mask: 0.5033, decode.d2.loss_dice: 0.7621, decode.d3.loss_cls: 0.2673, decode.d3.loss_mask: 0.4979, decode.d3.loss_dice: 0.7490, decode.d4.loss_cls: 0.2604, decode.d4.loss_mask: 0.4956, decode.d4.loss_dice: 0.7483, decode.d5.loss_cls: 0.2576, decode.d5.loss_mask: 0.4951, decode.d5.loss_dice: 0.7476, decode.d6.loss_cls: 0.2465, decode.d6.loss_mask: 0.4944, decode.d6.loss_dice: 0.7447, decode.d7.loss_cls: 0.2426, decode.d7.loss_mask: 0.4947, decode.d7.loss_dice: 0.7471, decode.d8.loss_cls: 0.2505, decode.d8.loss_mask: 0.4925, decode.d8.loss_dice: 0.7438, loss: 17.0394 2022-04-27 03:23:49,455 - mmseg - INFO - Iter [88350/160000] lr: 6.430e-07, eta: 21:42:43, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2699, decode.loss_mask: 0.4792, decode.loss_dice: 0.7605, decode.d0.loss_cls: 2.0135, decode.d0.loss_mask: 0.5247, decode.d0.loss_dice: 0.8821, decode.d1.loss_cls: 0.3742, decode.d1.loss_mask: 0.4998, decode.d1.loss_dice: 0.8153, decode.d2.loss_cls: 0.3140, decode.d2.loss_mask: 0.4889, decode.d2.loss_dice: 0.7852, decode.d3.loss_cls: 0.2815, decode.d3.loss_mask: 0.4830, decode.d3.loss_dice: 0.7708, decode.d4.loss_cls: 0.2763, decode.d4.loss_mask: 0.4807, decode.d4.loss_dice: 0.7663, decode.d5.loss_cls: 0.2735, decode.d5.loss_mask: 0.4824, decode.d5.loss_dice: 0.7642, decode.d6.loss_cls: 0.2715, decode.d6.loss_mask: 0.4795, decode.d6.loss_dice: 0.7602, decode.d7.loss_cls: 0.2667, decode.d7.loss_mask: 0.4781, decode.d7.loss_dice: 0.7617, decode.d8.loss_cls: 0.2638, decode.d8.loss_mask: 0.4780, decode.d8.loss_dice: 0.7627, loss: 17.3082 2022-04-27 03:24:42,745 - mmseg - INFO - Iter [88400/160000] lr: 6.425e-07, eta: 21:41:48, time: 1.066, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2582, decode.loss_mask: 0.4685, decode.loss_dice: 0.7475, decode.d0.loss_cls: 1.9725, decode.d0.loss_mask: 0.5138, decode.d0.loss_dice: 0.8638, decode.d1.loss_cls: 0.3535, decode.d1.loss_mask: 0.4873, decode.d1.loss_dice: 0.8001, decode.d2.loss_cls: 0.3055, decode.d2.loss_mask: 0.4763, decode.d2.loss_dice: 0.7698, decode.d3.loss_cls: 0.2893, decode.d3.loss_mask: 0.4713, decode.d3.loss_dice: 0.7553, decode.d4.loss_cls: 0.2780, decode.d4.loss_mask: 0.4703, decode.d4.loss_dice: 0.7580, decode.d5.loss_cls: 0.2683, decode.d5.loss_mask: 0.4703, decode.d5.loss_dice: 0.7551, decode.d6.loss_cls: 0.2636, decode.d6.loss_mask: 0.4702, decode.d6.loss_dice: 0.7496, decode.d7.loss_cls: 0.2573, decode.d7.loss_mask: 0.4695, decode.d7.loss_dice: 0.7497, decode.d8.loss_cls: 0.2632, decode.d8.loss_mask: 0.4696, decode.d8.loss_dice: 0.7513, loss: 16.9768 2022-04-27 03:25:38,453 - mmseg - INFO - Iter [88450/160000] lr: 6.421e-07, eta: 21:40:54, time: 1.114, data_time: 0.062, memory: 64049, decode.loss_cls: 0.2404, decode.loss_mask: 0.4958, decode.loss_dice: 0.7431, decode.d0.loss_cls: 1.9604, decode.d0.loss_mask: 0.5456, decode.d0.loss_dice: 0.8528, decode.d1.loss_cls: 0.3342, decode.d1.loss_mask: 0.5189, decode.d1.loss_dice: 0.7886, decode.d2.loss_cls: 0.2819, decode.d2.loss_mask: 0.5118, decode.d2.loss_dice: 0.7746, decode.d3.loss_cls: 0.2672, decode.d3.loss_mask: 0.5027, decode.d3.loss_dice: 0.7543, decode.d4.loss_cls: 0.2517, decode.d4.loss_mask: 0.5006, decode.d4.loss_dice: 0.7519, decode.d5.loss_cls: 0.2489, decode.d5.loss_mask: 0.4993, decode.d5.loss_dice: 0.7485, decode.d6.loss_cls: 0.2392, decode.d6.loss_mask: 0.4985, decode.d6.loss_dice: 0.7478, decode.d7.loss_cls: 0.2436, decode.d7.loss_mask: 0.4975, decode.d7.loss_dice: 0.7461, decode.d8.loss_cls: 0.2367, decode.d8.loss_mask: 0.4972, decode.d8.loss_dice: 0.7452, loss: 17.0249 2022-04-27 03:26:30,754 - mmseg - INFO - Iter [88500/160000] lr: 6.416e-07, eta: 21:39:58, time: 1.046, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2587, decode.loss_mask: 0.5034, decode.loss_dice: 0.7720, decode.d0.loss_cls: 1.9957, decode.d0.loss_mask: 0.5518, decode.d0.loss_dice: 0.8915, decode.d1.loss_cls: 0.3527, decode.d1.loss_mask: 0.5243, decode.d1.loss_dice: 0.8124, decode.d2.loss_cls: 0.3029, decode.d2.loss_mask: 0.5126, decode.d2.loss_dice: 0.7904, decode.d3.loss_cls: 0.2825, decode.d3.loss_mask: 0.5096, decode.d3.loss_dice: 0.7783, decode.d4.loss_cls: 0.2781, decode.d4.loss_mask: 0.5066, decode.d4.loss_dice: 0.7716, decode.d5.loss_cls: 0.2735, decode.d5.loss_mask: 0.5052, decode.d5.loss_dice: 0.7723, decode.d6.loss_cls: 0.2654, decode.d6.loss_mask: 0.5043, decode.d6.loss_dice: 0.7697, decode.d7.loss_cls: 0.2567, decode.d7.loss_mask: 0.5031, decode.d7.loss_dice: 0.7696, decode.d8.loss_cls: 0.2618, decode.d8.loss_mask: 0.5032, decode.d8.loss_dice: 0.7727, loss: 17.5528 2022-04-27 03:27:23,952 - mmseg - INFO - Iter [88550/160000] lr: 6.412e-07, eta: 21:39:02, time: 1.064, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2648, decode.loss_mask: 0.4804, decode.loss_dice: 0.7593, decode.d0.loss_cls: 1.9819, decode.d0.loss_mask: 0.5333, decode.d0.loss_dice: 0.8906, decode.d1.loss_cls: 0.3642, decode.d1.loss_mask: 0.5015, decode.d1.loss_dice: 0.8123, decode.d2.loss_cls: 0.3087, decode.d2.loss_mask: 0.4908, decode.d2.loss_dice: 0.7902, decode.d3.loss_cls: 0.2910, decode.d3.loss_mask: 0.4861, decode.d3.loss_dice: 0.7705, decode.d4.loss_cls: 0.2801, decode.d4.loss_mask: 0.4848, decode.d4.loss_dice: 0.7685, decode.d5.loss_cls: 0.2722, decode.d5.loss_mask: 0.4831, decode.d5.loss_dice: 0.7629, decode.d6.loss_cls: 0.2679, decode.d6.loss_mask: 0.4818, decode.d6.loss_dice: 0.7594, decode.d7.loss_cls: 0.2651, decode.d7.loss_mask: 0.4818, decode.d7.loss_dice: 0.7573, decode.d8.loss_cls: 0.2611, decode.d8.loss_mask: 0.4813, decode.d8.loss_dice: 0.7592, loss: 17.2918 2022-04-27 03:28:16,790 - mmseg - INFO - Iter [88600/160000] lr: 6.407e-07, eta: 21:38:06, time: 1.057, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2541, decode.loss_mask: 0.4879, decode.loss_dice: 0.7651, decode.d0.loss_cls: 2.0484, decode.d0.loss_mask: 0.5351, decode.d0.loss_dice: 0.8914, decode.d1.loss_cls: 0.3614, decode.d1.loss_mask: 0.5070, decode.d1.loss_dice: 0.8108, decode.d2.loss_cls: 0.3105, decode.d2.loss_mask: 0.4997, decode.d2.loss_dice: 0.7872, decode.d3.loss_cls: 0.2935, decode.d3.loss_mask: 0.4917, decode.d3.loss_dice: 0.7700, decode.d4.loss_cls: 0.2799, decode.d4.loss_mask: 0.4889, decode.d4.loss_dice: 0.7657, decode.d5.loss_cls: 0.2655, decode.d5.loss_mask: 0.4883, decode.d5.loss_dice: 0.7668, decode.d6.loss_cls: 0.2590, decode.d6.loss_mask: 0.4891, decode.d6.loss_dice: 0.7604, decode.d7.loss_cls: 0.2546, decode.d7.loss_mask: 0.4903, decode.d7.loss_dice: 0.7638, decode.d8.loss_cls: 0.2521, decode.d8.loss_mask: 0.4909, decode.d8.loss_dice: 0.7643, loss: 17.3933 2022-04-27 03:29:08,800 - mmseg - INFO - Iter [88650/160000] lr: 6.403e-07, eta: 21:37:10, time: 1.040, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2737, decode.loss_mask: 0.4747, decode.loss_dice: 0.7659, decode.d0.loss_cls: 1.9957, decode.d0.loss_mask: 0.5168, decode.d0.loss_dice: 0.8851, decode.d1.loss_cls: 0.3709, decode.d1.loss_mask: 0.4855, decode.d1.loss_dice: 0.8123, decode.d2.loss_cls: 0.3221, decode.d2.loss_mask: 0.4818, decode.d2.loss_dice: 0.7868, decode.d3.loss_cls: 0.2976, decode.d3.loss_mask: 0.4766, decode.d3.loss_dice: 0.7705, decode.d4.loss_cls: 0.2884, decode.d4.loss_mask: 0.4746, decode.d4.loss_dice: 0.7739, decode.d5.loss_cls: 0.2814, decode.d5.loss_mask: 0.4760, decode.d5.loss_dice: 0.7630, decode.d6.loss_cls: 0.2763, decode.d6.loss_mask: 0.4757, decode.d6.loss_dice: 0.7612, decode.d7.loss_cls: 0.2712, decode.d7.loss_mask: 0.4739, decode.d7.loss_dice: 0.7653, decode.d8.loss_cls: 0.2701, decode.d8.loss_mask: 0.4748, decode.d8.loss_dice: 0.7646, loss: 17.3063 2022-04-27 03:30:01,754 - mmseg - INFO - Iter [88700/160000] lr: 6.398e-07, eta: 21:36:14, time: 1.059, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2496, decode.loss_mask: 0.5014, decode.loss_dice: 0.7688, decode.d0.loss_cls: 1.9536, decode.d0.loss_mask: 0.5450, decode.d0.loss_dice: 0.8834, decode.d1.loss_cls: 0.3325, decode.d1.loss_mask: 0.5184, decode.d1.loss_dice: 0.8149, decode.d2.loss_cls: 0.2865, decode.d2.loss_mask: 0.5081, decode.d2.loss_dice: 0.7916, decode.d3.loss_cls: 0.2673, decode.d3.loss_mask: 0.5056, decode.d3.loss_dice: 0.7769, decode.d4.loss_cls: 0.2620, decode.d4.loss_mask: 0.5024, decode.d4.loss_dice: 0.7741, decode.d5.loss_cls: 0.2543, decode.d5.loss_mask: 0.5026, decode.d5.loss_dice: 0.7738, decode.d6.loss_cls: 0.2437, decode.d6.loss_mask: 0.5031, decode.d6.loss_dice: 0.7664, decode.d7.loss_cls: 0.2457, decode.d7.loss_mask: 0.4996, decode.d7.loss_dice: 0.7729, decode.d8.loss_cls: 0.2499, decode.d8.loss_mask: 0.5007, decode.d8.loss_dice: 0.7683, loss: 17.3229 2022-04-27 03:30:54,252 - mmseg - INFO - Iter [88750/160000] lr: 6.394e-07, eta: 21:35:18, time: 1.049, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2635, decode.loss_mask: 0.5021, decode.loss_dice: 0.7464, decode.d0.loss_cls: 1.9897, decode.d0.loss_mask: 0.5505, decode.d0.loss_dice: 0.8636, decode.d1.loss_cls: 0.3581, decode.d1.loss_mask: 0.5227, decode.d1.loss_dice: 0.7957, decode.d2.loss_cls: 0.2976, decode.d2.loss_mask: 0.5136, decode.d2.loss_dice: 0.7706, decode.d3.loss_cls: 0.2753, decode.d3.loss_mask: 0.5063, decode.d3.loss_dice: 0.7590, decode.d4.loss_cls: 0.2739, decode.d4.loss_mask: 0.5048, decode.d4.loss_dice: 0.7547, decode.d5.loss_cls: 0.2638, decode.d5.loss_mask: 0.5050, decode.d5.loss_dice: 0.7546, decode.d6.loss_cls: 0.2605, decode.d6.loss_mask: 0.5049, decode.d6.loss_dice: 0.7489, decode.d7.loss_cls: 0.2628, decode.d7.loss_mask: 0.5036, decode.d7.loss_dice: 0.7500, decode.d8.loss_cls: 0.2604, decode.d8.loss_mask: 0.5037, decode.d8.loss_dice: 0.7512, loss: 17.3175 2022-04-27 03:31:46,841 - mmseg - INFO - Iter [88800/160000] lr: 6.389e-07, eta: 21:34:21, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2507, decode.loss_mask: 0.4690, decode.loss_dice: 0.7519, decode.d0.loss_cls: 1.9684, decode.d0.loss_mask: 0.5192, decode.d0.loss_dice: 0.8733, decode.d1.loss_cls: 0.3632, decode.d1.loss_mask: 0.4873, decode.d1.loss_dice: 0.8057, decode.d2.loss_cls: 0.2932, decode.d2.loss_mask: 0.4806, decode.d2.loss_dice: 0.7822, decode.d3.loss_cls: 0.2738, decode.d3.loss_mask: 0.4731, decode.d3.loss_dice: 0.7633, decode.d4.loss_cls: 0.2647, decode.d4.loss_mask: 0.4716, decode.d4.loss_dice: 0.7609, decode.d5.loss_cls: 0.2601, decode.d5.loss_mask: 0.4697, decode.d5.loss_dice: 0.7604, decode.d6.loss_cls: 0.2575, decode.d6.loss_mask: 0.4692, decode.d6.loss_dice: 0.7563, decode.d7.loss_cls: 0.2525, decode.d7.loss_mask: 0.4680, decode.d7.loss_dice: 0.7597, decode.d8.loss_cls: 0.2489, decode.d8.loss_mask: 0.4687, decode.d8.loss_dice: 0.7572, loss: 16.9806 2022-04-27 03:32:39,977 - mmseg - INFO - Iter [88850/160000] lr: 6.385e-07, eta: 21:33:26, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2665, decode.loss_mask: 0.4649, decode.loss_dice: 0.7503, decode.d0.loss_cls: 1.9948, decode.d0.loss_mask: 0.5081, decode.d0.loss_dice: 0.8701, decode.d1.loss_cls: 0.3562, decode.d1.loss_mask: 0.4838, decode.d1.loss_dice: 0.8028, decode.d2.loss_cls: 0.3101, decode.d2.loss_mask: 0.4710, decode.d2.loss_dice: 0.7730, decode.d3.loss_cls: 0.2845, decode.d3.loss_mask: 0.4696, decode.d3.loss_dice: 0.7635, decode.d4.loss_cls: 0.2770, decode.d4.loss_mask: 0.4682, decode.d4.loss_dice: 0.7609, decode.d5.loss_cls: 0.2723, decode.d5.loss_mask: 0.4692, decode.d5.loss_dice: 0.7572, decode.d6.loss_cls: 0.2639, decode.d6.loss_mask: 0.4693, decode.d6.loss_dice: 0.7542, decode.d7.loss_cls: 0.2736, decode.d7.loss_mask: 0.4667, decode.d7.loss_dice: 0.7517, decode.d8.loss_cls: 0.2689, decode.d8.loss_mask: 0.4673, decode.d8.loss_dice: 0.7500, loss: 17.0394 2022-04-27 03:33:32,529 - mmseg - INFO - Iter [88900/160000] lr: 6.380e-07, eta: 21:32:30, time: 1.051, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2523, decode.loss_mask: 0.4998, decode.loss_dice: 0.7318, decode.d0.loss_cls: 1.9750, decode.d0.loss_mask: 0.5518, decode.d0.loss_dice: 0.8492, decode.d1.loss_cls: 0.3446, decode.d1.loss_mask: 0.5197, decode.d1.loss_dice: 0.7861, decode.d2.loss_cls: 0.2938, decode.d2.loss_mask: 0.5094, decode.d2.loss_dice: 0.7598, decode.d3.loss_cls: 0.2761, decode.d3.loss_mask: 0.5050, decode.d3.loss_dice: 0.7415, decode.d4.loss_cls: 0.2685, decode.d4.loss_mask: 0.5020, decode.d4.loss_dice: 0.7373, decode.d5.loss_cls: 0.2627, decode.d5.loss_mask: 0.5034, decode.d5.loss_dice: 0.7348, decode.d6.loss_cls: 0.2610, decode.d6.loss_mask: 0.5022, decode.d6.loss_dice: 0.7347, decode.d7.loss_cls: 0.2548, decode.d7.loss_mask: 0.4998, decode.d7.loss_dice: 0.7319, decode.d8.loss_cls: 0.2500, decode.d8.loss_mask: 0.4988, decode.d8.loss_dice: 0.7320, loss: 17.0695 2022-04-27 03:34:25,184 - mmseg - INFO - Iter [88950/160000] lr: 6.376e-07, eta: 21:31:34, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2667, decode.loss_mask: 0.4729, decode.loss_dice: 0.7413, decode.d0.loss_cls: 1.9499, decode.d0.loss_mask: 0.5182, decode.d0.loss_dice: 0.8580, decode.d1.loss_cls: 0.3528, decode.d1.loss_mask: 0.4930, decode.d1.loss_dice: 0.7866, decode.d2.loss_cls: 0.2916, decode.d2.loss_mask: 0.4840, decode.d2.loss_dice: 0.7695, decode.d3.loss_cls: 0.2748, decode.d3.loss_mask: 0.4796, decode.d3.loss_dice: 0.7482, decode.d4.loss_cls: 0.2666, decode.d4.loss_mask: 0.4776, decode.d4.loss_dice: 0.7517, decode.d5.loss_cls: 0.2681, decode.d5.loss_mask: 0.4762, decode.d5.loss_dice: 0.7464, decode.d6.loss_cls: 0.2687, decode.d6.loss_mask: 0.4751, decode.d6.loss_dice: 0.7429, decode.d7.loss_cls: 0.2613, decode.d7.loss_mask: 0.4739, decode.d7.loss_dice: 0.7456, decode.d8.loss_cls: 0.2599, decode.d8.loss_mask: 0.4738, decode.d8.loss_dice: 0.7440, loss: 16.9190 2022-04-27 03:35:17,597 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 03:35:17,601 - mmseg - INFO - Iter [89000/160000] lr: 6.371e-07, eta: 21:30:37, time: 1.048, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2576, decode.loss_mask: 0.4856, decode.loss_dice: 0.7453, decode.d0.loss_cls: 1.9534, decode.d0.loss_mask: 0.5328, decode.d0.loss_dice: 0.8699, decode.d1.loss_cls: 0.3511, decode.d1.loss_mask: 0.5057, decode.d1.loss_dice: 0.7923, decode.d2.loss_cls: 0.2969, decode.d2.loss_mask: 0.4956, decode.d2.loss_dice: 0.7689, decode.d3.loss_cls: 0.2759, decode.d3.loss_mask: 0.4910, decode.d3.loss_dice: 0.7573, decode.d4.loss_cls: 0.2694, decode.d4.loss_mask: 0.4892, decode.d4.loss_dice: 0.7553, decode.d5.loss_cls: 0.2620, decode.d5.loss_mask: 0.4872, decode.d5.loss_dice: 0.7532, decode.d6.loss_cls: 0.2555, decode.d6.loss_mask: 0.4873, decode.d6.loss_dice: 0.7484, decode.d7.loss_cls: 0.2615, decode.d7.loss_mask: 0.4849, decode.d7.loss_dice: 0.7512, decode.d8.loss_cls: 0.2560, decode.d8.loss_mask: 0.4860, decode.d8.loss_dice: 0.7498, loss: 17.0762 2022-04-27 03:36:10,720 - mmseg - INFO - Iter [89050/160000] lr: 6.367e-07, eta: 21:29:42, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2481, decode.loss_mask: 0.4741, decode.loss_dice: 0.7543, decode.d0.loss_cls: 2.0386, decode.d0.loss_mask: 0.5145, decode.d0.loss_dice: 0.8715, decode.d1.loss_cls: 0.3480, decode.d1.loss_mask: 0.4869, decode.d1.loss_dice: 0.7979, decode.d2.loss_cls: 0.2969, decode.d2.loss_mask: 0.4808, decode.d2.loss_dice: 0.7732, decode.d3.loss_cls: 0.2762, decode.d3.loss_mask: 0.4781, decode.d3.loss_dice: 0.7579, decode.d4.loss_cls: 0.2678, decode.d4.loss_mask: 0.4766, decode.d4.loss_dice: 0.7596, decode.d5.loss_cls: 0.2562, decode.d5.loss_mask: 0.4740, decode.d5.loss_dice: 0.7576, decode.d6.loss_cls: 0.2505, decode.d6.loss_mask: 0.4745, decode.d6.loss_dice: 0.7501, decode.d7.loss_cls: 0.2497, decode.d7.loss_mask: 0.4736, decode.d7.loss_dice: 0.7526, decode.d8.loss_cls: 0.2475, decode.d8.loss_mask: 0.4740, decode.d8.loss_dice: 0.7544, loss: 17.0157 2022-04-27 03:37:03,835 - mmseg - INFO - Iter [89100/160000] lr: 6.362e-07, eta: 21:28:46, time: 1.062, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2545, decode.loss_mask: 0.4812, decode.loss_dice: 0.7445, decode.d0.loss_cls: 1.9751, decode.d0.loss_mask: 0.5292, decode.d0.loss_dice: 0.8640, decode.d1.loss_cls: 0.3558, decode.d1.loss_mask: 0.4965, decode.d1.loss_dice: 0.7933, decode.d2.loss_cls: 0.3133, decode.d2.loss_mask: 0.4872, decode.d2.loss_dice: 0.7716, decode.d3.loss_cls: 0.2837, decode.d3.loss_mask: 0.4859, decode.d3.loss_dice: 0.7532, decode.d4.loss_cls: 0.2714, decode.d4.loss_mask: 0.4857, decode.d4.loss_dice: 0.7549, decode.d5.loss_cls: 0.2677, decode.d5.loss_mask: 0.4839, decode.d5.loss_dice: 0.7558, decode.d6.loss_cls: 0.2611, decode.d6.loss_mask: 0.4817, decode.d6.loss_dice: 0.7478, decode.d7.loss_cls: 0.2558, decode.d7.loss_mask: 0.4827, decode.d7.loss_dice: 0.7485, decode.d8.loss_cls: 0.2541, decode.d8.loss_mask: 0.4816, decode.d8.loss_dice: 0.7449, loss: 17.0665 2022-04-27 03:37:56,803 - mmseg - INFO - Iter [89150/160000] lr: 6.358e-07, eta: 21:27:50, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2699, decode.loss_mask: 0.4935, decode.loss_dice: 0.7636, decode.d0.loss_cls: 1.9642, decode.d0.loss_mask: 0.5403, decode.d0.loss_dice: 0.8815, decode.d1.loss_cls: 0.3628, decode.d1.loss_mask: 0.5157, decode.d1.loss_dice: 0.8101, decode.d2.loss_cls: 0.3079, decode.d2.loss_mask: 0.5065, decode.d2.loss_dice: 0.7894, decode.d3.loss_cls: 0.2931, decode.d3.loss_mask: 0.4974, decode.d3.loss_dice: 0.7732, decode.d4.loss_cls: 0.2780, decode.d4.loss_mask: 0.4988, decode.d4.loss_dice: 0.7711, decode.d5.loss_cls: 0.2754, decode.d5.loss_mask: 0.4973, decode.d5.loss_dice: 0.7675, decode.d6.loss_cls: 0.2818, decode.d6.loss_mask: 0.4952, decode.d6.loss_dice: 0.7633, decode.d7.loss_cls: 0.2769, decode.d7.loss_mask: 0.4946, decode.d7.loss_dice: 0.7663, decode.d8.loss_cls: 0.2787, decode.d8.loss_mask: 0.4938, decode.d8.loss_dice: 0.7631, loss: 17.4712 2022-04-27 03:38:50,166 - mmseg - INFO - Iter [89200/160000] lr: 6.353e-07, eta: 21:26:55, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2608, decode.loss_mask: 0.4608, decode.loss_dice: 0.7593, decode.d0.loss_cls: 1.9694, decode.d0.loss_mask: 0.5031, decode.d0.loss_dice: 0.8722, decode.d1.loss_cls: 0.3564, decode.d1.loss_mask: 0.4749, decode.d1.loss_dice: 0.7977, decode.d2.loss_cls: 0.3108, decode.d2.loss_mask: 0.4699, decode.d2.loss_dice: 0.7756, decode.d3.loss_cls: 0.2784, decode.d3.loss_mask: 0.4645, decode.d3.loss_dice: 0.7616, decode.d4.loss_cls: 0.2711, decode.d4.loss_mask: 0.4614, decode.d4.loss_dice: 0.7640, decode.d5.loss_cls: 0.2695, decode.d5.loss_mask: 0.4626, decode.d5.loss_dice: 0.7570, decode.d6.loss_cls: 0.2608, decode.d6.loss_mask: 0.4613, decode.d6.loss_dice: 0.7533, decode.d7.loss_cls: 0.2619, decode.d7.loss_mask: 0.4599, decode.d7.loss_dice: 0.7585, decode.d8.loss_cls: 0.2642, decode.d8.loss_mask: 0.4604, decode.d8.loss_dice: 0.7597, loss: 16.9409 2022-04-27 03:39:42,887 - mmseg - INFO - Iter [89250/160000] lr: 6.349e-07, eta: 21:25:59, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2636, decode.loss_mask: 0.4669, decode.loss_dice: 0.7336, decode.d0.loss_cls: 2.0323, decode.d0.loss_mask: 0.5141, decode.d0.loss_dice: 0.8690, decode.d1.loss_cls: 0.3641, decode.d1.loss_mask: 0.4872, decode.d1.loss_dice: 0.7896, decode.d2.loss_cls: 0.3114, decode.d2.loss_mask: 0.4766, decode.d2.loss_dice: 0.7621, decode.d3.loss_cls: 0.2783, decode.d3.loss_mask: 0.4736, decode.d3.loss_dice: 0.7481, decode.d4.loss_cls: 0.2695, decode.d4.loss_mask: 0.4730, decode.d4.loss_dice: 0.7454, decode.d5.loss_cls: 0.2676, decode.d5.loss_mask: 0.4716, decode.d5.loss_dice: 0.7443, decode.d6.loss_cls: 0.2618, decode.d6.loss_mask: 0.4691, decode.d6.loss_dice: 0.7388, decode.d7.loss_cls: 0.2668, decode.d7.loss_mask: 0.4696, decode.d7.loss_dice: 0.7368, decode.d8.loss_cls: 0.2563, decode.d8.loss_mask: 0.4685, decode.d8.loss_dice: 0.7410, loss: 16.9507 2022-04-27 03:40:35,853 - mmseg - INFO - Iter [89300/160000] lr: 6.345e-07, eta: 21:25:03, time: 1.059, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2679, decode.loss_mask: 0.5022, decode.loss_dice: 0.7638, decode.d0.loss_cls: 2.0359, decode.d0.loss_mask: 0.5514, decode.d0.loss_dice: 0.8914, decode.d1.loss_cls: 0.3625, decode.d1.loss_mask: 0.5236, decode.d1.loss_dice: 0.8156, decode.d2.loss_cls: 0.3144, decode.d2.loss_mask: 0.5121, decode.d2.loss_dice: 0.7876, decode.d3.loss_cls: 0.2871, decode.d3.loss_mask: 0.5040, decode.d3.loss_dice: 0.7707, decode.d4.loss_cls: 0.2822, decode.d4.loss_mask: 0.5039, decode.d4.loss_dice: 0.7762, decode.d5.loss_cls: 0.2801, decode.d5.loss_mask: 0.5024, decode.d5.loss_dice: 0.7699, decode.d6.loss_cls: 0.2711, decode.d6.loss_mask: 0.5020, decode.d6.loss_dice: 0.7671, decode.d7.loss_cls: 0.2656, decode.d7.loss_mask: 0.5040, decode.d7.loss_dice: 0.7668, decode.d8.loss_cls: 0.2672, decode.d8.loss_mask: 0.5021, decode.d8.loss_dice: 0.7653, loss: 17.6157 2022-04-27 03:41:28,475 - mmseg - INFO - Iter [89350/160000] lr: 6.340e-07, eta: 21:24:07, time: 1.052, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2454, decode.loss_mask: 0.4782, decode.loss_dice: 0.7522, decode.d0.loss_cls: 1.9023, decode.d0.loss_mask: 0.5219, decode.d0.loss_dice: 0.8632, decode.d1.loss_cls: 0.3334, decode.d1.loss_mask: 0.4962, decode.d1.loss_dice: 0.7965, decode.d2.loss_cls: 0.2839, decode.d2.loss_mask: 0.4853, decode.d2.loss_dice: 0.7719, decode.d3.loss_cls: 0.2742, decode.d3.loss_mask: 0.4813, decode.d3.loss_dice: 0.7576, decode.d4.loss_cls: 0.2615, decode.d4.loss_mask: 0.4796, decode.d4.loss_dice: 0.7585, decode.d5.loss_cls: 0.2558, decode.d5.loss_mask: 0.4780, decode.d5.loss_dice: 0.7520, decode.d6.loss_cls: 0.2485, decode.d6.loss_mask: 0.4792, decode.d6.loss_dice: 0.7503, decode.d7.loss_cls: 0.2456, decode.d7.loss_mask: 0.4789, decode.d7.loss_dice: 0.7539, decode.d8.loss_cls: 0.2477, decode.d8.loss_mask: 0.4785, decode.d8.loss_dice: 0.7512, loss: 16.8624 2022-04-27 03:42:20,968 - mmseg - INFO - Iter [89400/160000] lr: 6.336e-07, eta: 21:23:11, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2437, decode.loss_mask: 0.4807, decode.loss_dice: 0.7513, decode.d0.loss_cls: 1.9814, decode.d0.loss_mask: 0.5248, decode.d0.loss_dice: 0.8697, decode.d1.loss_cls: 0.3423, decode.d1.loss_mask: 0.5009, decode.d1.loss_dice: 0.7986, decode.d2.loss_cls: 0.2910, decode.d2.loss_mask: 0.4879, decode.d2.loss_dice: 0.7695, decode.d3.loss_cls: 0.2705, decode.d3.loss_mask: 0.4873, decode.d3.loss_dice: 0.7628, decode.d4.loss_cls: 0.2625, decode.d4.loss_mask: 0.4851, decode.d4.loss_dice: 0.7586, decode.d5.loss_cls: 0.2537, decode.d5.loss_mask: 0.4853, decode.d5.loss_dice: 0.7581, decode.d6.loss_cls: 0.2440, decode.d6.loss_mask: 0.4808, decode.d6.loss_dice: 0.7508, decode.d7.loss_cls: 0.2385, decode.d7.loss_mask: 0.4817, decode.d7.loss_dice: 0.7502, decode.d8.loss_cls: 0.2384, decode.d8.loss_mask: 0.4827, decode.d8.loss_dice: 0.7518, loss: 16.9844 2022-04-27 03:43:14,391 - mmseg - INFO - Iter [89450/160000] lr: 6.331e-07, eta: 21:22:16, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2869, decode.loss_mask: 0.4893, decode.loss_dice: 0.7644, decode.d0.loss_cls: 2.0216, decode.d0.loss_mask: 0.5319, decode.d0.loss_dice: 0.8802, decode.d1.loss_cls: 0.3734, decode.d1.loss_mask: 0.5089, decode.d1.loss_dice: 0.8080, decode.d2.loss_cls: 0.3206, decode.d2.loss_mask: 0.4989, decode.d2.loss_dice: 0.7868, decode.d3.loss_cls: 0.3081, decode.d3.loss_mask: 0.4942, decode.d3.loss_dice: 0.7697, decode.d4.loss_cls: 0.3042, decode.d4.loss_mask: 0.4914, decode.d4.loss_dice: 0.7721, decode.d5.loss_cls: 0.2923, decode.d5.loss_mask: 0.4910, decode.d5.loss_dice: 0.7673, decode.d6.loss_cls: 0.2870, decode.d6.loss_mask: 0.4899, decode.d6.loss_dice: 0.7683, decode.d7.loss_cls: 0.2889, decode.d7.loss_mask: 0.4909, decode.d7.loss_dice: 0.7623, decode.d8.loss_cls: 0.2852, decode.d8.loss_mask: 0.4896, decode.d8.loss_dice: 0.7611, loss: 17.5844 2022-04-27 03:44:06,303 - mmseg - INFO - Iter [89500/160000] lr: 6.327e-07, eta: 21:21:19, time: 1.038, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2609, decode.loss_mask: 0.4849, decode.loss_dice: 0.7425, decode.d0.loss_cls: 1.9964, decode.d0.loss_mask: 0.5358, decode.d0.loss_dice: 0.8642, decode.d1.loss_cls: 0.3600, decode.d1.loss_mask: 0.5034, decode.d1.loss_dice: 0.7948, decode.d2.loss_cls: 0.3124, decode.d2.loss_mask: 0.4945, decode.d2.loss_dice: 0.7720, decode.d3.loss_cls: 0.2867, decode.d3.loss_mask: 0.4898, decode.d3.loss_dice: 0.7537, decode.d4.loss_cls: 0.2782, decode.d4.loss_mask: 0.4898, decode.d4.loss_dice: 0.7551, decode.d5.loss_cls: 0.2721, decode.d5.loss_mask: 0.4871, decode.d5.loss_dice: 0.7532, decode.d6.loss_cls: 0.2657, decode.d6.loss_mask: 0.4872, decode.d6.loss_dice: 0.7497, decode.d7.loss_cls: 0.2599, decode.d7.loss_mask: 0.4864, decode.d7.loss_dice: 0.7434, decode.d8.loss_cls: 0.2659, decode.d8.loss_mask: 0.4860, decode.d8.loss_dice: 0.7445, loss: 17.1762 2022-04-27 03:44:59,130 - mmseg - INFO - Iter [89550/160000] lr: 6.322e-07, eta: 21:20:23, time: 1.057, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2851, decode.loss_mask: 0.4865, decode.loss_dice: 0.7909, decode.d0.loss_cls: 2.0550, decode.d0.loss_mask: 0.5263, decode.d0.loss_dice: 0.9072, decode.d1.loss_cls: 0.3814, decode.d1.loss_mask: 0.5050, decode.d1.loss_dice: 0.8387, decode.d2.loss_cls: 0.3368, decode.d2.loss_mask: 0.4934, decode.d2.loss_dice: 0.8165, decode.d3.loss_cls: 0.3211, decode.d3.loss_mask: 0.4889, decode.d3.loss_dice: 0.8029, decode.d4.loss_cls: 0.3033, decode.d4.loss_mask: 0.4891, decode.d4.loss_dice: 0.8000, decode.d5.loss_cls: 0.3059, decode.d5.loss_mask: 0.4882, decode.d5.loss_dice: 0.7937, decode.d6.loss_cls: 0.2955, decode.d6.loss_mask: 0.4873, decode.d6.loss_dice: 0.7888, decode.d7.loss_cls: 0.2918, decode.d7.loss_mask: 0.4873, decode.d7.loss_dice: 0.7932, decode.d8.loss_cls: 0.2914, decode.d8.loss_mask: 0.4864, decode.d8.loss_dice: 0.7917, loss: 17.9293 2022-04-27 03:45:52,242 - mmseg - INFO - Iter [89600/160000] lr: 6.318e-07, eta: 21:19:27, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2501, decode.loss_mask: 0.4816, decode.loss_dice: 0.7599, decode.d0.loss_cls: 2.0169, decode.d0.loss_mask: 0.5280, decode.d0.loss_dice: 0.8785, decode.d1.loss_cls: 0.3549, decode.d1.loss_mask: 0.5002, decode.d1.loss_dice: 0.8092, decode.d2.loss_cls: 0.2968, decode.d2.loss_mask: 0.4922, decode.d2.loss_dice: 0.7863, decode.d3.loss_cls: 0.2680, decode.d3.loss_mask: 0.4859, decode.d3.loss_dice: 0.7717, decode.d4.loss_cls: 0.2646, decode.d4.loss_mask: 0.4850, decode.d4.loss_dice: 0.7727, decode.d5.loss_cls: 0.2559, decode.d5.loss_mask: 0.4837, decode.d5.loss_dice: 0.7681, decode.d6.loss_cls: 0.2462, decode.d6.loss_mask: 0.4832, decode.d6.loss_dice: 0.7642, decode.d7.loss_cls: 0.2475, decode.d7.loss_mask: 0.4827, decode.d7.loss_dice: 0.7624, decode.d8.loss_cls: 0.2481, decode.d8.loss_mask: 0.4834, decode.d8.loss_dice: 0.7606, loss: 17.1883 2022-04-27 03:46:45,200 - mmseg - INFO - Iter [89650/160000] lr: 6.313e-07, eta: 21:18:32, time: 1.059, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2663, decode.loss_mask: 0.4821, decode.loss_dice: 0.7630, decode.d0.loss_cls: 1.9859, decode.d0.loss_mask: 0.5274, decode.d0.loss_dice: 0.8789, decode.d1.loss_cls: 0.3596, decode.d1.loss_mask: 0.5023, decode.d1.loss_dice: 0.8103, decode.d2.loss_cls: 0.3129, decode.d2.loss_mask: 0.4919, decode.d2.loss_dice: 0.7866, decode.d3.loss_cls: 0.2975, decode.d3.loss_mask: 0.4868, decode.d3.loss_dice: 0.7739, decode.d4.loss_cls: 0.2868, decode.d4.loss_mask: 0.4866, decode.d4.loss_dice: 0.7631, decode.d5.loss_cls: 0.2759, decode.d5.loss_mask: 0.4841, decode.d5.loss_dice: 0.7675, decode.d6.loss_cls: 0.2720, decode.d6.loss_mask: 0.4841, decode.d6.loss_dice: 0.7642, decode.d7.loss_cls: 0.2669, decode.d7.loss_mask: 0.4844, decode.d7.loss_dice: 0.7620, decode.d8.loss_cls: 0.2705, decode.d8.loss_mask: 0.4833, decode.d8.loss_dice: 0.7644, loss: 17.3411 2022-04-27 03:47:41,034 - mmseg - INFO - Iter [89700/160000] lr: 6.309e-07, eta: 21:17:38, time: 1.116, data_time: 0.066, memory: 64049, decode.loss_cls: 0.2542, decode.loss_mask: 0.4814, decode.loss_dice: 0.7585, decode.d0.loss_cls: 1.9940, decode.d0.loss_mask: 0.5343, decode.d0.loss_dice: 0.8910, decode.d1.loss_cls: 0.3608, decode.d1.loss_mask: 0.5031, decode.d1.loss_dice: 0.8121, decode.d2.loss_cls: 0.3023, decode.d2.loss_mask: 0.4896, decode.d2.loss_dice: 0.7907, decode.d3.loss_cls: 0.2844, decode.d3.loss_mask: 0.4854, decode.d3.loss_dice: 0.7697, decode.d4.loss_cls: 0.2742, decode.d4.loss_mask: 0.4848, decode.d4.loss_dice: 0.7671, decode.d5.loss_cls: 0.2668, decode.d5.loss_mask: 0.4846, decode.d5.loss_dice: 0.7686, decode.d6.loss_cls: 0.2698, decode.d6.loss_mask: 0.4827, decode.d6.loss_dice: 0.7637, decode.d7.loss_cls: 0.2652, decode.d7.loss_mask: 0.4837, decode.d7.loss_dice: 0.7621, decode.d8.loss_cls: 0.2615, decode.d8.loss_mask: 0.4845, decode.d8.loss_dice: 0.7583, loss: 17.2893 2022-04-27 03:48:33,883 - mmseg - INFO - Iter [89750/160000] lr: 6.304e-07, eta: 21:16:42, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2677, decode.loss_mask: 0.4866, decode.loss_dice: 0.7666, decode.d0.loss_cls: 1.9944, decode.d0.loss_mask: 0.5335, decode.d0.loss_dice: 0.8910, decode.d1.loss_cls: 0.3585, decode.d1.loss_mask: 0.5068, decode.d1.loss_dice: 0.8170, decode.d2.loss_cls: 0.3064, decode.d2.loss_mask: 0.4967, decode.d2.loss_dice: 0.7894, decode.d3.loss_cls: 0.2818, decode.d3.loss_mask: 0.4901, decode.d3.loss_dice: 0.7814, decode.d4.loss_cls: 0.2744, decode.d4.loss_mask: 0.4890, decode.d4.loss_dice: 0.7812, decode.d5.loss_cls: 0.2749, decode.d5.loss_mask: 0.4877, decode.d5.loss_dice: 0.7744, decode.d6.loss_cls: 0.2634, decode.d6.loss_mask: 0.4879, decode.d6.loss_dice: 0.7728, decode.d7.loss_cls: 0.2602, decode.d7.loss_mask: 0.4883, decode.d7.loss_dice: 0.7740, decode.d8.loss_cls: 0.2654, decode.d8.loss_mask: 0.4886, decode.d8.loss_dice: 0.7719, loss: 17.4222 2022-04-27 03:49:27,021 - mmseg - INFO - Iter [89800/160000] lr: 6.300e-07, eta: 21:15:47, time: 1.063, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2408, decode.loss_mask: 0.4803, decode.loss_dice: 0.7468, decode.d0.loss_cls: 1.9179, decode.d0.loss_mask: 0.5282, decode.d0.loss_dice: 0.8545, decode.d1.loss_cls: 0.3254, decode.d1.loss_mask: 0.5067, decode.d1.loss_dice: 0.7941, decode.d2.loss_cls: 0.2800, decode.d2.loss_mask: 0.4937, decode.d2.loss_dice: 0.7689, decode.d3.loss_cls: 0.2616, decode.d3.loss_mask: 0.4880, decode.d3.loss_dice: 0.7562, decode.d4.loss_cls: 0.2498, decode.d4.loss_mask: 0.4846, decode.d4.loss_dice: 0.7566, decode.d5.loss_cls: 0.2550, decode.d5.loss_mask: 0.4822, decode.d5.loss_dice: 0.7504, decode.d6.loss_cls: 0.2420, decode.d6.loss_mask: 0.4812, decode.d6.loss_dice: 0.7483, decode.d7.loss_cls: 0.2460, decode.d7.loss_mask: 0.4803, decode.d7.loss_dice: 0.7468, decode.d8.loss_cls: 0.2423, decode.d8.loss_mask: 0.4793, decode.d8.loss_dice: 0.7473, loss: 16.8353 2022-04-27 03:50:20,354 - mmseg - INFO - Iter [89850/160000] lr: 6.295e-07, eta: 21:14:51, time: 1.067, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2574, decode.loss_mask: 0.4882, decode.loss_dice: 0.7488, decode.d0.loss_cls: 1.9017, decode.d0.loss_mask: 0.5323, decode.d0.loss_dice: 0.8649, decode.d1.loss_cls: 0.3477, decode.d1.loss_mask: 0.5062, decode.d1.loss_dice: 0.7975, decode.d2.loss_cls: 0.3102, decode.d2.loss_mask: 0.4970, decode.d2.loss_dice: 0.7721, decode.d3.loss_cls: 0.2733, decode.d3.loss_mask: 0.4918, decode.d3.loss_dice: 0.7568, decode.d4.loss_cls: 0.2627, decode.d4.loss_mask: 0.4936, decode.d4.loss_dice: 0.7586, decode.d5.loss_cls: 0.2563, decode.d5.loss_mask: 0.4925, decode.d5.loss_dice: 0.7573, decode.d6.loss_cls: 0.2554, decode.d6.loss_mask: 0.4900, decode.d6.loss_dice: 0.7549, decode.d7.loss_cls: 0.2515, decode.d7.loss_mask: 0.4896, decode.d7.loss_dice: 0.7538, decode.d8.loss_cls: 0.2560, decode.d8.loss_mask: 0.4900, decode.d8.loss_dice: 0.7557, loss: 17.0640 2022-04-27 03:51:13,308 - mmseg - INFO - Iter [89900/160000] lr: 6.291e-07, eta: 21:13:56, time: 1.059, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2642, decode.loss_mask: 0.4834, decode.loss_dice: 0.7664, decode.d0.loss_cls: 1.9541, decode.d0.loss_mask: 0.5277, decode.d0.loss_dice: 0.8987, decode.d1.loss_cls: 0.3397, decode.d1.loss_mask: 0.5019, decode.d1.loss_dice: 0.8220, decode.d2.loss_cls: 0.2984, decode.d2.loss_mask: 0.4913, decode.d2.loss_dice: 0.7962, decode.d3.loss_cls: 0.2785, decode.d3.loss_mask: 0.4873, decode.d3.loss_dice: 0.7830, decode.d4.loss_cls: 0.2672, decode.d4.loss_mask: 0.4870, decode.d4.loss_dice: 0.7784, decode.d5.loss_cls: 0.2648, decode.d5.loss_mask: 0.4862, decode.d5.loss_dice: 0.7809, decode.d6.loss_cls: 0.2616, decode.d6.loss_mask: 0.4843, decode.d6.loss_dice: 0.7736, decode.d7.loss_cls: 0.2552, decode.d7.loss_mask: 0.4858, decode.d7.loss_dice: 0.7725, decode.d8.loss_cls: 0.2615, decode.d8.loss_mask: 0.4844, decode.d8.loss_dice: 0.7706, loss: 17.3069 2022-04-27 03:52:06,222 - mmseg - INFO - Iter [89950/160000] lr: 6.286e-07, eta: 21:13:00, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2558, decode.loss_mask: 0.4814, decode.loss_dice: 0.7588, decode.d0.loss_cls: 2.0578, decode.d0.loss_mask: 0.5340, decode.d0.loss_dice: 0.8894, decode.d1.loss_cls: 0.3470, decode.d1.loss_mask: 0.5016, decode.d1.loss_dice: 0.8073, decode.d2.loss_cls: 0.3006, decode.d2.loss_mask: 0.4924, decode.d2.loss_dice: 0.7871, decode.d3.loss_cls: 0.2706, decode.d3.loss_mask: 0.4894, decode.d3.loss_dice: 0.7737, decode.d4.loss_cls: 0.2613, decode.d4.loss_mask: 0.4875, decode.d4.loss_dice: 0.7736, decode.d5.loss_cls: 0.2545, decode.d5.loss_mask: 0.4852, decode.d5.loss_dice: 0.7687, decode.d6.loss_cls: 0.2538, decode.d6.loss_mask: 0.4855, decode.d6.loss_dice: 0.7593, decode.d7.loss_cls: 0.2480, decode.d7.loss_mask: 0.4860, decode.d7.loss_dice: 0.7633, decode.d8.loss_cls: 0.2505, decode.d8.loss_mask: 0.4831, decode.d8.loss_dice: 0.7614, loss: 17.2685 2022-04-27 03:52:58,962 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 03:52:58,975 - mmseg - INFO - Iter [90000/160000] lr: 6.282e-07, eta: 21:12:04, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2606, decode.loss_mask: 0.4820, decode.loss_dice: 0.7674, decode.d0.loss_cls: 1.9941, decode.d0.loss_mask: 0.5254, decode.d0.loss_dice: 0.8835, decode.d1.loss_cls: 0.3655, decode.d1.loss_mask: 0.5034, decode.d1.loss_dice: 0.8128, decode.d2.loss_cls: 0.3128, decode.d2.loss_mask: 0.4931, decode.d2.loss_dice: 0.7913, decode.d3.loss_cls: 0.2876, decode.d3.loss_mask: 0.4836, decode.d3.loss_dice: 0.7736, decode.d4.loss_cls: 0.2771, decode.d4.loss_mask: 0.4843, decode.d4.loss_dice: 0.7749, decode.d5.loss_cls: 0.2622, decode.d5.loss_mask: 0.4835, decode.d5.loss_dice: 0.7723, decode.d6.loss_cls: 0.2600, decode.d6.loss_mask: 0.4823, decode.d6.loss_dice: 0.7675, decode.d7.loss_cls: 0.2638, decode.d7.loss_mask: 0.4814, decode.d7.loss_dice: 0.7642, decode.d8.loss_cls: 0.2611, decode.d8.loss_mask: 0.4829, decode.d8.loss_dice: 0.7655, loss: 17.3197 2022-04-27 03:53:52,655 - mmseg - INFO - Iter [90050/160000] lr: 6.277e-07, eta: 21:11:09, time: 1.074, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2511, decode.loss_mask: 0.4695, decode.loss_dice: 0.7638, decode.d0.loss_cls: 1.9640, decode.d0.loss_mask: 0.5111, decode.d0.loss_dice: 0.8725, decode.d1.loss_cls: 0.3487, decode.d1.loss_mask: 0.4905, decode.d1.loss_dice: 0.8093, decode.d2.loss_cls: 0.3047, decode.d2.loss_mask: 0.4793, decode.d2.loss_dice: 0.7820, decode.d3.loss_cls: 0.2749, decode.d3.loss_mask: 0.4746, decode.d3.loss_dice: 0.7715, decode.d4.loss_cls: 0.2653, decode.d4.loss_mask: 0.4729, decode.d4.loss_dice: 0.7682, decode.d5.loss_cls: 0.2565, decode.d5.loss_mask: 0.4718, decode.d5.loss_dice: 0.7697, decode.d6.loss_cls: 0.2532, decode.d6.loss_mask: 0.4699, decode.d6.loss_dice: 0.7641, decode.d7.loss_cls: 0.2548, decode.d7.loss_mask: 0.4708, decode.d7.loss_dice: 0.7624, decode.d8.loss_cls: 0.2461, decode.d8.loss_mask: 0.4704, decode.d8.loss_dice: 0.7665, loss: 17.0303 2022-04-27 03:54:46,029 - mmseg - INFO - Iter [90100/160000] lr: 6.273e-07, eta: 21:10:13, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2485, decode.loss_mask: 0.4771, decode.loss_dice: 0.7736, decode.d0.loss_cls: 2.0038, decode.d0.loss_mask: 0.5201, decode.d0.loss_dice: 0.8998, decode.d1.loss_cls: 0.3415, decode.d1.loss_mask: 0.4936, decode.d1.loss_dice: 0.8319, decode.d2.loss_cls: 0.2964, decode.d2.loss_mask: 0.4821, decode.d2.loss_dice: 0.8035, decode.d3.loss_cls: 0.2792, decode.d3.loss_mask: 0.4811, decode.d3.loss_dice: 0.7875, decode.d4.loss_cls: 0.2668, decode.d4.loss_mask: 0.4790, decode.d4.loss_dice: 0.7856, decode.d5.loss_cls: 0.2623, decode.d5.loss_mask: 0.4781, decode.d5.loss_dice: 0.7835, decode.d6.loss_cls: 0.2568, decode.d6.loss_mask: 0.4794, decode.d6.loss_dice: 0.7811, decode.d7.loss_cls: 0.2595, decode.d7.loss_mask: 0.4777, decode.d7.loss_dice: 0.7828, decode.d8.loss_cls: 0.2587, decode.d8.loss_mask: 0.4773, decode.d8.loss_dice: 0.7808, loss: 17.3292 2022-04-27 03:55:39,054 - mmseg - INFO - Iter [90150/160000] lr: 6.268e-07, eta: 21:09:18, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2628, decode.loss_mask: 0.4583, decode.loss_dice: 0.7451, decode.d0.loss_cls: 1.9747, decode.d0.loss_mask: 0.4965, decode.d0.loss_dice: 0.8512, decode.d1.loss_cls: 0.3578, decode.d1.loss_mask: 0.4743, decode.d1.loss_dice: 0.7885, decode.d2.loss_cls: 0.3017, decode.d2.loss_mask: 0.4650, decode.d2.loss_dice: 0.7663, decode.d3.loss_cls: 0.2818, decode.d3.loss_mask: 0.4625, decode.d3.loss_dice: 0.7519, decode.d4.loss_cls: 0.2772, decode.d4.loss_mask: 0.4612, decode.d4.loss_dice: 0.7534, decode.d5.loss_cls: 0.2712, decode.d5.loss_mask: 0.4617, decode.d5.loss_dice: 0.7496, decode.d6.loss_cls: 0.2648, decode.d6.loss_mask: 0.4598, decode.d6.loss_dice: 0.7444, decode.d7.loss_cls: 0.2568, decode.d7.loss_mask: 0.4576, decode.d7.loss_dice: 0.7444, decode.d8.loss_cls: 0.2560, decode.d8.loss_mask: 0.4585, decode.d8.loss_dice: 0.7504, loss: 16.8055 2022-04-27 03:56:32,346 - mmseg - INFO - Iter [90200/160000] lr: 6.264e-07, eta: 21:08:22, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2646, decode.loss_mask: 0.4930, decode.loss_dice: 0.7833, decode.d0.loss_cls: 2.0027, decode.d0.loss_mask: 0.5358, decode.d0.loss_dice: 0.9087, decode.d1.loss_cls: 0.3696, decode.d1.loss_mask: 0.5095, decode.d1.loss_dice: 0.8305, decode.d2.loss_cls: 0.3178, decode.d2.loss_mask: 0.5025, decode.d2.loss_dice: 0.8069, decode.d3.loss_cls: 0.2867, decode.d3.loss_mask: 0.4972, decode.d3.loss_dice: 0.7932, decode.d4.loss_cls: 0.2818, decode.d4.loss_mask: 0.4953, decode.d4.loss_dice: 0.7952, decode.d5.loss_cls: 0.2776, decode.d5.loss_mask: 0.4927, decode.d5.loss_dice: 0.7895, decode.d6.loss_cls: 0.2775, decode.d6.loss_mask: 0.4920, decode.d6.loss_dice: 0.7865, decode.d7.loss_cls: 0.2661, decode.d7.loss_mask: 0.4930, decode.d7.loss_dice: 0.7866, decode.d8.loss_cls: 0.2726, decode.d8.loss_mask: 0.4919, decode.d8.loss_dice: 0.7801, loss: 17.6804 2022-04-27 03:57:25,394 - mmseg - INFO - Iter [90250/160000] lr: 6.259e-07, eta: 21:07:27, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2539, decode.loss_mask: 0.4871, decode.loss_dice: 0.7694, decode.d0.loss_cls: 2.0421, decode.d0.loss_mask: 0.5386, decode.d0.loss_dice: 0.8861, decode.d1.loss_cls: 0.3511, decode.d1.loss_mask: 0.5078, decode.d1.loss_dice: 0.8149, decode.d2.loss_cls: 0.2938, decode.d2.loss_mask: 0.4977, decode.d2.loss_dice: 0.7921, decode.d3.loss_cls: 0.2759, decode.d3.loss_mask: 0.4913, decode.d3.loss_dice: 0.7770, decode.d4.loss_cls: 0.2681, decode.d4.loss_mask: 0.4894, decode.d4.loss_dice: 0.7749, decode.d5.loss_cls: 0.2619, decode.d5.loss_mask: 0.4903, decode.d5.loss_dice: 0.7738, decode.d6.loss_cls: 0.2557, decode.d6.loss_mask: 0.4882, decode.d6.loss_dice: 0.7726, decode.d7.loss_cls: 0.2571, decode.d7.loss_mask: 0.4875, decode.d7.loss_dice: 0.7682, decode.d8.loss_cls: 0.2599, decode.d8.loss_mask: 0.4869, decode.d8.loss_dice: 0.7706, loss: 17.3839 2022-04-27 03:58:18,032 - mmseg - INFO - Iter [90300/160000] lr: 6.255e-07, eta: 21:06:31, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2413, decode.loss_mask: 0.4941, decode.loss_dice: 0.7544, decode.d0.loss_cls: 1.9284, decode.d0.loss_mask: 0.5344, decode.d0.loss_dice: 0.8658, decode.d1.loss_cls: 0.3301, decode.d1.loss_mask: 0.5139, decode.d1.loss_dice: 0.8000, decode.d2.loss_cls: 0.2825, decode.d2.loss_mask: 0.5059, decode.d2.loss_dice: 0.7779, decode.d3.loss_cls: 0.2634, decode.d3.loss_mask: 0.4984, decode.d3.loss_dice: 0.7614, decode.d4.loss_cls: 0.2561, decode.d4.loss_mask: 0.4983, decode.d4.loss_dice: 0.7620, decode.d5.loss_cls: 0.2519, decode.d5.loss_mask: 0.4962, decode.d5.loss_dice: 0.7630, decode.d6.loss_cls: 0.2464, decode.d6.loss_mask: 0.4980, decode.d6.loss_dice: 0.7570, decode.d7.loss_cls: 0.2476, decode.d7.loss_mask: 0.4960, decode.d7.loss_dice: 0.7525, decode.d8.loss_cls: 0.2445, decode.d8.loss_mask: 0.4965, decode.d8.loss_dice: 0.7546, loss: 17.0723 2022-04-27 03:59:11,323 - mmseg - INFO - Iter [90350/160000] lr: 6.250e-07, eta: 21:05:35, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2507, decode.loss_mask: 0.4849, decode.loss_dice: 0.7589, decode.d0.loss_cls: 1.9512, decode.d0.loss_mask: 0.5264, decode.d0.loss_dice: 0.8717, decode.d1.loss_cls: 0.3477, decode.d1.loss_mask: 0.5039, decode.d1.loss_dice: 0.8040, decode.d2.loss_cls: 0.3009, decode.d2.loss_mask: 0.4921, decode.d2.loss_dice: 0.7774, decode.d3.loss_cls: 0.2754, decode.d3.loss_mask: 0.4860, decode.d3.loss_dice: 0.7641, decode.d4.loss_cls: 0.2610, decode.d4.loss_mask: 0.4857, decode.d4.loss_dice: 0.7652, decode.d5.loss_cls: 0.2648, decode.d5.loss_mask: 0.4840, decode.d5.loss_dice: 0.7629, decode.d6.loss_cls: 0.2572, decode.d6.loss_mask: 0.4814, decode.d6.loss_dice: 0.7603, decode.d7.loss_cls: 0.2518, decode.d7.loss_mask: 0.4821, decode.d7.loss_dice: 0.7610, decode.d8.loss_cls: 0.2560, decode.d8.loss_mask: 0.4830, decode.d8.loss_dice: 0.7609, loss: 17.1125 2022-04-27 04:00:04,484 - mmseg - INFO - Iter [90400/160000] lr: 6.246e-07, eta: 21:04:40, time: 1.063, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2649, decode.loss_mask: 0.4940, decode.loss_dice: 0.7588, decode.d0.loss_cls: 1.9604, decode.d0.loss_mask: 0.5375, decode.d0.loss_dice: 0.8717, decode.d1.loss_cls: 0.3637, decode.d1.loss_mask: 0.5133, decode.d1.loss_dice: 0.8031, decode.d2.loss_cls: 0.3081, decode.d2.loss_mask: 0.5038, decode.d2.loss_dice: 0.7850, decode.d3.loss_cls: 0.2874, decode.d3.loss_mask: 0.4972, decode.d3.loss_dice: 0.7672, decode.d4.loss_cls: 0.2661, decode.d4.loss_mask: 0.4954, decode.d4.loss_dice: 0.7709, decode.d5.loss_cls: 0.2721, decode.d5.loss_mask: 0.4961, decode.d5.loss_dice: 0.7677, decode.d6.loss_cls: 0.2712, decode.d6.loss_mask: 0.4939, decode.d6.loss_dice: 0.7619, decode.d7.loss_cls: 0.2674, decode.d7.loss_mask: 0.4923, decode.d7.loss_dice: 0.7617, decode.d8.loss_cls: 0.2643, decode.d8.loss_mask: 0.4930, decode.d8.loss_dice: 0.7600, loss: 17.3499 2022-04-27 04:00:57,183 - mmseg - INFO - Iter [90450/160000] lr: 6.241e-07, eta: 21:03:44, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2635, decode.loss_mask: 0.5005, decode.loss_dice: 0.7574, decode.d0.loss_cls: 1.9487, decode.d0.loss_mask: 0.5509, decode.d0.loss_dice: 0.8745, decode.d1.loss_cls: 0.3627, decode.d1.loss_mask: 0.5200, decode.d1.loss_dice: 0.8047, decode.d2.loss_cls: 0.3161, decode.d2.loss_mask: 0.5095, decode.d2.loss_dice: 0.7803, decode.d3.loss_cls: 0.2881, decode.d3.loss_mask: 0.5067, decode.d3.loss_dice: 0.7616, decode.d4.loss_cls: 0.2743, decode.d4.loss_mask: 0.5034, decode.d4.loss_dice: 0.7609, decode.d5.loss_cls: 0.2681, decode.d5.loss_mask: 0.5017, decode.d5.loss_dice: 0.7539, decode.d6.loss_cls: 0.2636, decode.d6.loss_mask: 0.5029, decode.d6.loss_dice: 0.7490, decode.d7.loss_cls: 0.2634, decode.d7.loss_mask: 0.5013, decode.d7.loss_dice: 0.7520, decode.d8.loss_cls: 0.2626, decode.d8.loss_mask: 0.4996, decode.d8.loss_dice: 0.7521, loss: 17.3537 2022-04-27 04:01:50,208 - mmseg - INFO - Iter [90500/160000] lr: 6.237e-07, eta: 21:02:48, time: 1.060, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2614, decode.loss_mask: 0.4741, decode.loss_dice: 0.7401, decode.d0.loss_cls: 2.0128, decode.d0.loss_mask: 0.5204, decode.d0.loss_dice: 0.8638, decode.d1.loss_cls: 0.3575, decode.d1.loss_mask: 0.4898, decode.d1.loss_dice: 0.7849, decode.d2.loss_cls: 0.2978, decode.d2.loss_mask: 0.4819, decode.d2.loss_dice: 0.7571, decode.d3.loss_cls: 0.2865, decode.d3.loss_mask: 0.4789, decode.d3.loss_dice: 0.7406, decode.d4.loss_cls: 0.2754, decode.d4.loss_mask: 0.4792, decode.d4.loss_dice: 0.7422, decode.d5.loss_cls: 0.2679, decode.d5.loss_mask: 0.4782, decode.d5.loss_dice: 0.7403, decode.d6.loss_cls: 0.2605, decode.d6.loss_mask: 0.4765, decode.d6.loss_dice: 0.7392, decode.d7.loss_cls: 0.2633, decode.d7.loss_mask: 0.4757, decode.d7.loss_dice: 0.7386, decode.d8.loss_cls: 0.2643, decode.d8.loss_mask: 0.4761, decode.d8.loss_dice: 0.7404, loss: 16.9653 2022-04-27 04:02:42,524 - mmseg - INFO - Iter [90550/160000] lr: 6.232e-07, eta: 21:01:52, time: 1.046, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2542, decode.loss_mask: 0.4950, decode.loss_dice: 0.7440, decode.d0.loss_cls: 1.9579, decode.d0.loss_mask: 0.5336, decode.d0.loss_dice: 0.8519, decode.d1.loss_cls: 0.3450, decode.d1.loss_mask: 0.5131, decode.d1.loss_dice: 0.7870, decode.d2.loss_cls: 0.2949, decode.d2.loss_mask: 0.5101, decode.d2.loss_dice: 0.7663, decode.d3.loss_cls: 0.2820, decode.d3.loss_mask: 0.4986, decode.d3.loss_dice: 0.7501, decode.d4.loss_cls: 0.2655, decode.d4.loss_mask: 0.4977, decode.d4.loss_dice: 0.7542, decode.d5.loss_cls: 0.2654, decode.d5.loss_mask: 0.4975, decode.d5.loss_dice: 0.7464, decode.d6.loss_cls: 0.2602, decode.d6.loss_mask: 0.4951, decode.d6.loss_dice: 0.7454, decode.d7.loss_cls: 0.2594, decode.d7.loss_mask: 0.4939, decode.d7.loss_dice: 0.7471, decode.d8.loss_cls: 0.2578, decode.d8.loss_mask: 0.4940, decode.d8.loss_dice: 0.7443, loss: 17.1076 2022-04-27 04:03:35,370 - mmseg - INFO - Iter [90600/160000] lr: 6.228e-07, eta: 21:00:56, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2474, decode.loss_mask: 0.4934, decode.loss_dice: 0.7599, decode.d0.loss_cls: 1.9620, decode.d0.loss_mask: 0.5381, decode.d0.loss_dice: 0.8741, decode.d1.loss_cls: 0.3427, decode.d1.loss_mask: 0.5151, decode.d1.loss_dice: 0.8084, decode.d2.loss_cls: 0.2896, decode.d2.loss_mask: 0.5032, decode.d2.loss_dice: 0.7823, decode.d3.loss_cls: 0.2624, decode.d3.loss_mask: 0.4999, decode.d3.loss_dice: 0.7720, decode.d4.loss_cls: 0.2588, decode.d4.loss_mask: 0.4972, decode.d4.loss_dice: 0.7706, decode.d5.loss_cls: 0.2587, decode.d5.loss_mask: 0.4968, decode.d5.loss_dice: 0.7678, decode.d6.loss_cls: 0.2486, decode.d6.loss_mask: 0.4941, decode.d6.loss_dice: 0.7602, decode.d7.loss_cls: 0.2459, decode.d7.loss_mask: 0.4948, decode.d7.loss_dice: 0.7646, decode.d8.loss_cls: 0.2436, decode.d8.loss_mask: 0.4955, decode.d8.loss_dice: 0.7609, loss: 17.2087 2022-04-27 04:04:28,463 - mmseg - INFO - Iter [90650/160000] lr: 6.223e-07, eta: 21:00:00, time: 1.062, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2648, decode.loss_mask: 0.4940, decode.loss_dice: 0.7462, decode.d0.loss_cls: 1.9731, decode.d0.loss_mask: 0.5336, decode.d0.loss_dice: 0.8574, decode.d1.loss_cls: 0.3494, decode.d1.loss_mask: 0.5139, decode.d1.loss_dice: 0.7994, decode.d2.loss_cls: 0.3077, decode.d2.loss_mask: 0.5067, decode.d2.loss_dice: 0.7721, decode.d3.loss_cls: 0.2924, decode.d3.loss_mask: 0.4994, decode.d3.loss_dice: 0.7521, decode.d4.loss_cls: 0.2803, decode.d4.loss_mask: 0.4966, decode.d4.loss_dice: 0.7594, decode.d5.loss_cls: 0.2712, decode.d5.loss_mask: 0.4959, decode.d5.loss_dice: 0.7594, decode.d6.loss_cls: 0.2715, decode.d6.loss_mask: 0.4952, decode.d6.loss_dice: 0.7537, decode.d7.loss_cls: 0.2673, decode.d7.loss_mask: 0.4958, decode.d7.loss_dice: 0.7501, decode.d8.loss_cls: 0.2665, decode.d8.loss_mask: 0.4938, decode.d8.loss_dice: 0.7510, loss: 17.2699 2022-04-27 04:05:21,040 - mmseg - INFO - Iter [90700/160000] lr: 6.219e-07, eta: 20:59:04, time: 1.051, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2587, decode.loss_mask: 0.5007, decode.loss_dice: 0.7639, decode.d0.loss_cls: 1.9501, decode.d0.loss_mask: 0.5548, decode.d0.loss_dice: 0.8918, decode.d1.loss_cls: 0.3661, decode.d1.loss_mask: 0.5250, decode.d1.loss_dice: 0.8133, decode.d2.loss_cls: 0.3102, decode.d2.loss_mask: 0.5105, decode.d2.loss_dice: 0.7853, decode.d3.loss_cls: 0.2841, decode.d3.loss_mask: 0.5043, decode.d3.loss_dice: 0.7702, decode.d4.loss_cls: 0.2801, decode.d4.loss_mask: 0.5039, decode.d4.loss_dice: 0.7691, decode.d5.loss_cls: 0.2735, decode.d5.loss_mask: 0.5033, decode.d5.loss_dice: 0.7673, decode.d6.loss_cls: 0.2662, decode.d6.loss_mask: 0.5005, decode.d6.loss_dice: 0.7656, decode.d7.loss_cls: 0.2635, decode.d7.loss_mask: 0.5039, decode.d7.loss_dice: 0.7646, decode.d8.loss_cls: 0.2646, decode.d8.loss_mask: 0.5015, decode.d8.loss_dice: 0.7645, loss: 17.4812 2022-04-27 04:06:13,396 - mmseg - INFO - Iter [90750/160000] lr: 6.214e-07, eta: 20:58:08, time: 1.047, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2543, decode.loss_mask: 0.4764, decode.loss_dice: 0.7528, decode.d0.loss_cls: 1.9717, decode.d0.loss_mask: 0.5194, decode.d0.loss_dice: 0.8674, decode.d1.loss_cls: 0.3491, decode.d1.loss_mask: 0.4942, decode.d1.loss_dice: 0.7960, decode.d2.loss_cls: 0.3063, decode.d2.loss_mask: 0.4832, decode.d2.loss_dice: 0.7742, decode.d3.loss_cls: 0.2817, decode.d3.loss_mask: 0.4800, decode.d3.loss_dice: 0.7573, decode.d4.loss_cls: 0.2723, decode.d4.loss_mask: 0.4781, decode.d4.loss_dice: 0.7555, decode.d5.loss_cls: 0.2655, decode.d5.loss_mask: 0.4786, decode.d5.loss_dice: 0.7562, decode.d6.loss_cls: 0.2620, decode.d6.loss_mask: 0.4779, decode.d6.loss_dice: 0.7498, decode.d7.loss_cls: 0.2555, decode.d7.loss_mask: 0.4774, decode.d7.loss_dice: 0.7489, decode.d8.loss_cls: 0.2547, decode.d8.loss_mask: 0.4760, decode.d8.loss_dice: 0.7482, loss: 17.0205 2022-04-27 04:07:05,800 - mmseg - INFO - Iter [90800/160000] lr: 6.210e-07, eta: 20:57:12, time: 1.048, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2570, decode.loss_mask: 0.4805, decode.loss_dice: 0.7451, decode.d0.loss_cls: 1.9488, decode.d0.loss_mask: 0.5281, decode.d0.loss_dice: 0.8545, decode.d1.loss_cls: 0.3348, decode.d1.loss_mask: 0.5010, decode.d1.loss_dice: 0.7918, decode.d2.loss_cls: 0.2948, decode.d2.loss_mask: 0.4868, decode.d2.loss_dice: 0.7672, decode.d3.loss_cls: 0.2783, decode.d3.loss_mask: 0.4821, decode.d3.loss_dice: 0.7533, decode.d4.loss_cls: 0.2773, decode.d4.loss_mask: 0.4832, decode.d4.loss_dice: 0.7518, decode.d5.loss_cls: 0.2660, decode.d5.loss_mask: 0.4827, decode.d5.loss_dice: 0.7490, decode.d6.loss_cls: 0.2634, decode.d6.loss_mask: 0.4825, decode.d6.loss_dice: 0.7434, decode.d7.loss_cls: 0.2610, decode.d7.loss_mask: 0.4802, decode.d7.loss_dice: 0.7459, decode.d8.loss_cls: 0.2635, decode.d8.loss_mask: 0.4823, decode.d8.loss_dice: 0.7475, loss: 16.9835 2022-04-27 04:07:58,429 - mmseg - INFO - Iter [90850/160000] lr: 6.205e-07, eta: 20:56:16, time: 1.052, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2886, decode.loss_mask: 0.4897, decode.loss_dice: 0.7437, decode.d0.loss_cls: 1.9344, decode.d0.loss_mask: 0.5389, decode.d0.loss_dice: 0.8773, decode.d1.loss_cls: 0.3760, decode.d1.loss_mask: 0.5081, decode.d1.loss_dice: 0.7996, decode.d2.loss_cls: 0.3358, decode.d2.loss_mask: 0.4951, decode.d2.loss_dice: 0.7718, decode.d3.loss_cls: 0.3157, decode.d3.loss_mask: 0.4925, decode.d3.loss_dice: 0.7499, decode.d4.loss_cls: 0.3048, decode.d4.loss_mask: 0.4919, decode.d4.loss_dice: 0.7510, decode.d5.loss_cls: 0.3040, decode.d5.loss_mask: 0.4906, decode.d5.loss_dice: 0.7481, decode.d6.loss_cls: 0.2910, decode.d6.loss_mask: 0.4913, decode.d6.loss_dice: 0.7429, decode.d7.loss_cls: 0.2871, decode.d7.loss_mask: 0.4907, decode.d7.loss_dice: 0.7470, decode.d8.loss_cls: 0.2868, decode.d8.loss_mask: 0.4894, decode.d8.loss_dice: 0.7459, loss: 17.3795 2022-04-27 04:08:51,313 - mmseg - INFO - Iter [90900/160000] lr: 6.201e-07, eta: 20:55:21, time: 1.058, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2585, decode.loss_mask: 0.4945, decode.loss_dice: 0.7461, decode.d0.loss_cls: 1.9623, decode.d0.loss_mask: 0.5437, decode.d0.loss_dice: 0.8729, decode.d1.loss_cls: 0.3563, decode.d1.loss_mask: 0.5092, decode.d1.loss_dice: 0.7981, decode.d2.loss_cls: 0.2992, decode.d2.loss_mask: 0.5028, decode.d2.loss_dice: 0.7766, decode.d3.loss_cls: 0.2857, decode.d3.loss_mask: 0.4987, decode.d3.loss_dice: 0.7593, decode.d4.loss_cls: 0.2743, decode.d4.loss_mask: 0.4968, decode.d4.loss_dice: 0.7551, decode.d5.loss_cls: 0.2631, decode.d5.loss_mask: 0.4940, decode.d5.loss_dice: 0.7549, decode.d6.loss_cls: 0.2560, decode.d6.loss_mask: 0.4927, decode.d6.loss_dice: 0.7484, decode.d7.loss_cls: 0.2535, decode.d7.loss_mask: 0.4956, decode.d7.loss_dice: 0.7515, decode.d8.loss_cls: 0.2549, decode.d8.loss_mask: 0.4932, decode.d8.loss_dice: 0.7480, loss: 17.1958 2022-04-27 04:09:47,681 - mmseg - INFO - Iter [90950/160000] lr: 6.196e-07, eta: 20:54:27, time: 1.127, data_time: 0.063, memory: 64049, decode.loss_cls: 0.2569, decode.loss_mask: 0.4807, decode.loss_dice: 0.7632, decode.d0.loss_cls: 2.0322, decode.d0.loss_mask: 0.5242, decode.d0.loss_dice: 0.8794, decode.d1.loss_cls: 0.3520, decode.d1.loss_mask: 0.4967, decode.d1.loss_dice: 0.8120, decode.d2.loss_cls: 0.3037, decode.d2.loss_mask: 0.4921, decode.d2.loss_dice: 0.7882, decode.d3.loss_cls: 0.2813, decode.d3.loss_mask: 0.4858, decode.d3.loss_dice: 0.7713, decode.d4.loss_cls: 0.2744, decode.d4.loss_mask: 0.4840, decode.d4.loss_dice: 0.7676, decode.d5.loss_cls: 0.2695, decode.d5.loss_mask: 0.4835, decode.d5.loss_dice: 0.7700, decode.d6.loss_cls: 0.2593, decode.d6.loss_mask: 0.4835, decode.d6.loss_dice: 0.7658, decode.d7.loss_cls: 0.2629, decode.d7.loss_mask: 0.4823, decode.d7.loss_dice: 0.7604, decode.d8.loss_cls: 0.2548, decode.d8.loss_mask: 0.4822, decode.d8.loss_dice: 0.7615, loss: 17.2814 2022-04-27 04:10:40,329 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 04:10:40,332 - mmseg - INFO - Iter [91000/160000] lr: 6.192e-07, eta: 20:53:32, time: 1.053, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2588, decode.loss_mask: 0.4704, decode.loss_dice: 0.7422, decode.d0.loss_cls: 1.9282, decode.d0.loss_mask: 0.5161, decode.d0.loss_dice: 0.8614, decode.d1.loss_cls: 0.3407, decode.d1.loss_mask: 0.4904, decode.d1.loss_dice: 0.7907, decode.d2.loss_cls: 0.2860, decode.d2.loss_mask: 0.4845, decode.d2.loss_dice: 0.7718, decode.d3.loss_cls: 0.2701, decode.d3.loss_mask: 0.4760, decode.d3.loss_dice: 0.7549, decode.d4.loss_cls: 0.2683, decode.d4.loss_mask: 0.4738, decode.d4.loss_dice: 0.7535, decode.d5.loss_cls: 0.2609, decode.d5.loss_mask: 0.4741, decode.d5.loss_dice: 0.7527, decode.d6.loss_cls: 0.2570, decode.d6.loss_mask: 0.4735, decode.d6.loss_dice: 0.7462, decode.d7.loss_cls: 0.2537, decode.d7.loss_mask: 0.4745, decode.d7.loss_dice: 0.7443, decode.d8.loss_cls: 0.2502, decode.d8.loss_mask: 0.4726, decode.d8.loss_dice: 0.7480, loss: 16.8454 2022-04-27 04:11:32,688 - mmseg - INFO - Iter [91050/160000] lr: 6.187e-07, eta: 20:52:35, time: 1.047, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2606, decode.loss_mask: 0.4764, decode.loss_dice: 0.7395, decode.d0.loss_cls: 1.9758, decode.d0.loss_mask: 0.5205, decode.d0.loss_dice: 0.8526, decode.d1.loss_cls: 0.3466, decode.d1.loss_mask: 0.4935, decode.d1.loss_dice: 0.7846, decode.d2.loss_cls: 0.2996, decode.d2.loss_mask: 0.4861, decode.d2.loss_dice: 0.7573, decode.d3.loss_cls: 0.2834, decode.d3.loss_mask: 0.4803, decode.d3.loss_dice: 0.7454, decode.d4.loss_cls: 0.2720, decode.d4.loss_mask: 0.4780, decode.d4.loss_dice: 0.7491, decode.d5.loss_cls: 0.2662, decode.d5.loss_mask: 0.4774, decode.d5.loss_dice: 0.7420, decode.d6.loss_cls: 0.2610, decode.d6.loss_mask: 0.4783, decode.d6.loss_dice: 0.7425, decode.d7.loss_cls: 0.2616, decode.d7.loss_mask: 0.4757, decode.d7.loss_dice: 0.7394, decode.d8.loss_cls: 0.2587, decode.d8.loss_mask: 0.4760, decode.d8.loss_dice: 0.7407, loss: 16.9206 2022-04-27 04:12:25,451 - mmseg - INFO - Iter [91100/160000] lr: 6.183e-07, eta: 20:51:40, time: 1.055, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2553, decode.loss_mask: 0.4816, decode.loss_dice: 0.7489, decode.d0.loss_cls: 1.9609, decode.d0.loss_mask: 0.5280, decode.d0.loss_dice: 0.8552, decode.d1.loss_cls: 0.3426, decode.d1.loss_mask: 0.4974, decode.d1.loss_dice: 0.7854, decode.d2.loss_cls: 0.2895, decode.d2.loss_mask: 0.4965, decode.d2.loss_dice: 0.7692, decode.d3.loss_cls: 0.2637, decode.d3.loss_mask: 0.4900, decode.d3.loss_dice: 0.7587, decode.d4.loss_cls: 0.2622, decode.d4.loss_mask: 0.4889, decode.d4.loss_dice: 0.7523, decode.d5.loss_cls: 0.2689, decode.d5.loss_mask: 0.4844, decode.d5.loss_dice: 0.7486, decode.d6.loss_cls: 0.2551, decode.d6.loss_mask: 0.4830, decode.d6.loss_dice: 0.7508, decode.d7.loss_cls: 0.2572, decode.d7.loss_mask: 0.4838, decode.d7.loss_dice: 0.7519, decode.d8.loss_cls: 0.2538, decode.d8.loss_mask: 0.4835, decode.d8.loss_dice: 0.7484, loss: 16.9955 2022-04-27 04:13:17,869 - mmseg - INFO - Iter [91150/160000] lr: 6.178e-07, eta: 20:50:44, time: 1.048, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2414, decode.loss_mask: 0.4721, decode.loss_dice: 0.7244, decode.d0.loss_cls: 2.0023, decode.d0.loss_mask: 0.5172, decode.d0.loss_dice: 0.8454, decode.d1.loss_cls: 0.3341, decode.d1.loss_mask: 0.4912, decode.d1.loss_dice: 0.7756, decode.d2.loss_cls: 0.2832, decode.d2.loss_mask: 0.4815, decode.d2.loss_dice: 0.7534, decode.d3.loss_cls: 0.2610, decode.d3.loss_mask: 0.4767, decode.d3.loss_dice: 0.7398, decode.d4.loss_cls: 0.2474, decode.d4.loss_mask: 0.4749, decode.d4.loss_dice: 0.7419, decode.d5.loss_cls: 0.2537, decode.d5.loss_mask: 0.4726, decode.d5.loss_dice: 0.7358, decode.d6.loss_cls: 0.2448, decode.d6.loss_mask: 0.4722, decode.d6.loss_dice: 0.7288, decode.d7.loss_cls: 0.2418, decode.d7.loss_mask: 0.4707, decode.d7.loss_dice: 0.7307, decode.d8.loss_cls: 0.2422, decode.d8.loss_mask: 0.4709, decode.d8.loss_dice: 0.7265, loss: 16.6542 2022-04-27 04:14:10,612 - mmseg - INFO - Iter [91200/160000] lr: 6.174e-07, eta: 20:49:48, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2457, decode.loss_mask: 0.4743, decode.loss_dice: 0.7389, decode.d0.loss_cls: 1.9808, decode.d0.loss_mask: 0.5260, decode.d0.loss_dice: 0.8596, decode.d1.loss_cls: 0.3418, decode.d1.loss_mask: 0.4954, decode.d1.loss_dice: 0.7965, decode.d2.loss_cls: 0.2975, decode.d2.loss_mask: 0.4859, decode.d2.loss_dice: 0.7702, decode.d3.loss_cls: 0.2754, decode.d3.loss_mask: 0.4805, decode.d3.loss_dice: 0.7521, decode.d4.loss_cls: 0.2585, decode.d4.loss_mask: 0.4791, decode.d4.loss_dice: 0.7536, decode.d5.loss_cls: 0.2500, decode.d5.loss_mask: 0.4803, decode.d5.loss_dice: 0.7528, decode.d6.loss_cls: 0.2466, decode.d6.loss_mask: 0.4768, decode.d6.loss_dice: 0.7466, decode.d7.loss_cls: 0.2454, decode.d7.loss_mask: 0.4756, decode.d7.loss_dice: 0.7469, decode.d8.loss_cls: 0.2450, decode.d8.loss_mask: 0.4745, decode.d8.loss_dice: 0.7390, loss: 16.8912 2022-04-27 04:15:03,263 - mmseg - INFO - Iter [91250/160000] lr: 6.170e-07, eta: 20:48:52, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2388, decode.loss_mask: 0.4771, decode.loss_dice: 0.7381, decode.d0.loss_cls: 1.9345, decode.d0.loss_mask: 0.5187, decode.d0.loss_dice: 0.8403, decode.d1.loss_cls: 0.3283, decode.d1.loss_mask: 0.4989, decode.d1.loss_dice: 0.7787, decode.d2.loss_cls: 0.2766, decode.d2.loss_mask: 0.4845, decode.d2.loss_dice: 0.7612, decode.d3.loss_cls: 0.2643, decode.d3.loss_mask: 0.4821, decode.d3.loss_dice: 0.7413, decode.d4.loss_cls: 0.2554, decode.d4.loss_mask: 0.4811, decode.d4.loss_dice: 0.7400, decode.d5.loss_cls: 0.2519, decode.d5.loss_mask: 0.4795, decode.d5.loss_dice: 0.7377, decode.d6.loss_cls: 0.2327, decode.d6.loss_mask: 0.4814, decode.d6.loss_dice: 0.7416, decode.d7.loss_cls: 0.2363, decode.d7.loss_mask: 0.4783, decode.d7.loss_dice: 0.7399, decode.d8.loss_cls: 0.2365, decode.d8.loss_mask: 0.4765, decode.d8.loss_dice: 0.7390, loss: 16.6714 2022-04-27 04:15:55,859 - mmseg - INFO - Iter [91300/160000] lr: 6.165e-07, eta: 20:47:56, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2564, decode.loss_mask: 0.4922, decode.loss_dice: 0.7645, decode.d0.loss_cls: 2.0553, decode.d0.loss_mask: 0.5374, decode.d0.loss_dice: 0.8867, decode.d1.loss_cls: 0.3498, decode.d1.loss_mask: 0.5114, decode.d1.loss_dice: 0.8119, decode.d2.loss_cls: 0.3025, decode.d2.loss_mask: 0.4980, decode.d2.loss_dice: 0.7850, decode.d3.loss_cls: 0.2766, decode.d3.loss_mask: 0.4980, decode.d3.loss_dice: 0.7721, decode.d4.loss_cls: 0.2729, decode.d4.loss_mask: 0.4946, decode.d4.loss_dice: 0.7668, decode.d5.loss_cls: 0.2703, decode.d5.loss_mask: 0.4942, decode.d5.loss_dice: 0.7689, decode.d6.loss_cls: 0.2644, decode.d6.loss_mask: 0.4919, decode.d6.loss_dice: 0.7627, decode.d7.loss_cls: 0.2599, decode.d7.loss_mask: 0.4931, decode.d7.loss_dice: 0.7638, decode.d8.loss_cls: 0.2562, decode.d8.loss_mask: 0.4923, decode.d8.loss_dice: 0.7652, loss: 17.4149 2022-04-27 04:16:48,573 - mmseg - INFO - Iter [91350/160000] lr: 6.161e-07, eta: 20:47:00, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2589, decode.loss_mask: 0.4829, decode.loss_dice: 0.7723, decode.d0.loss_cls: 2.0019, decode.d0.loss_mask: 0.5277, decode.d0.loss_dice: 0.9018, decode.d1.loss_cls: 0.3650, decode.d1.loss_mask: 0.5000, decode.d1.loss_dice: 0.8175, decode.d2.loss_cls: 0.3061, decode.d2.loss_mask: 0.4911, decode.d2.loss_dice: 0.7989, decode.d3.loss_cls: 0.2760, decode.d3.loss_mask: 0.4879, decode.d3.loss_dice: 0.7839, decode.d4.loss_cls: 0.2632, decode.d4.loss_mask: 0.4862, decode.d4.loss_dice: 0.7808, decode.d5.loss_cls: 0.2677, decode.d5.loss_mask: 0.4864, decode.d5.loss_dice: 0.7792, decode.d6.loss_cls: 0.2642, decode.d6.loss_mask: 0.4848, decode.d6.loss_dice: 0.7742, decode.d7.loss_cls: 0.2616, decode.d7.loss_mask: 0.4829, decode.d7.loss_dice: 0.7736, decode.d8.loss_cls: 0.2592, decode.d8.loss_mask: 0.4823, decode.d8.loss_dice: 0.7733, loss: 17.3916 2022-04-27 04:17:41,370 - mmseg - INFO - Iter [91400/160000] lr: 6.156e-07, eta: 20:46:04, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2531, decode.loss_mask: 0.4953, decode.loss_dice: 0.7440, decode.d0.loss_cls: 1.9871, decode.d0.loss_mask: 0.5401, decode.d0.loss_dice: 0.8571, decode.d1.loss_cls: 0.3551, decode.d1.loss_mask: 0.5113, decode.d1.loss_dice: 0.7886, decode.d2.loss_cls: 0.2917, decode.d2.loss_mask: 0.5046, decode.d2.loss_dice: 0.7649, decode.d3.loss_cls: 0.2751, decode.d3.loss_mask: 0.4973, decode.d3.loss_dice: 0.7497, decode.d4.loss_cls: 0.2672, decode.d4.loss_mask: 0.4976, decode.d4.loss_dice: 0.7506, decode.d5.loss_cls: 0.2609, decode.d5.loss_mask: 0.4954, decode.d5.loss_dice: 0.7430, decode.d6.loss_cls: 0.2609, decode.d6.loss_mask: 0.4947, decode.d6.loss_dice: 0.7427, decode.d7.loss_cls: 0.2602, decode.d7.loss_mask: 0.4934, decode.d7.loss_dice: 0.7411, decode.d8.loss_cls: 0.2544, decode.d8.loss_mask: 0.4957, decode.d8.loss_dice: 0.7422, loss: 17.1147 2022-04-27 04:18:33,891 - mmseg - INFO - Iter [91450/160000] lr: 6.152e-07, eta: 20:45:08, time: 1.051, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2525, decode.loss_mask: 0.4869, decode.loss_dice: 0.7357, decode.d0.loss_cls: 1.9302, decode.d0.loss_mask: 0.5328, decode.d0.loss_dice: 0.8454, decode.d1.loss_cls: 0.3418, decode.d1.loss_mask: 0.5022, decode.d1.loss_dice: 0.7860, decode.d2.loss_cls: 0.2878, decode.d2.loss_mask: 0.4927, decode.d2.loss_dice: 0.7614, decode.d3.loss_cls: 0.2750, decode.d3.loss_mask: 0.4898, decode.d3.loss_dice: 0.7453, decode.d4.loss_cls: 0.2603, decode.d4.loss_mask: 0.4883, decode.d4.loss_dice: 0.7430, decode.d5.loss_cls: 0.2576, decode.d5.loss_mask: 0.4904, decode.d5.loss_dice: 0.7416, decode.d6.loss_cls: 0.2545, decode.d6.loss_mask: 0.4887, decode.d6.loss_dice: 0.7378, decode.d7.loss_cls: 0.2517, decode.d7.loss_mask: 0.4892, decode.d7.loss_dice: 0.7373, decode.d8.loss_cls: 0.2442, decode.d8.loss_mask: 0.4905, decode.d8.loss_dice: 0.7375, loss: 16.8781 2022-04-27 04:19:26,678 - mmseg - INFO - Iter [91500/160000] lr: 6.147e-07, eta: 20:44:13, time: 1.057, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2380, decode.loss_mask: 0.4891, decode.loss_dice: 0.7330, decode.d0.loss_cls: 1.8974, decode.d0.loss_mask: 0.5411, decode.d0.loss_dice: 0.8438, decode.d1.loss_cls: 0.3143, decode.d1.loss_mask: 0.5110, decode.d1.loss_dice: 0.7795, decode.d2.loss_cls: 0.2748, decode.d2.loss_mask: 0.4996, decode.d2.loss_dice: 0.7585, decode.d3.loss_cls: 0.2519, decode.d3.loss_mask: 0.4937, decode.d3.loss_dice: 0.7416, decode.d4.loss_cls: 0.2413, decode.d4.loss_mask: 0.4935, decode.d4.loss_dice: 0.7438, decode.d5.loss_cls: 0.2392, decode.d5.loss_mask: 0.4912, decode.d5.loss_dice: 0.7386, decode.d6.loss_cls: 0.2414, decode.d6.loss_mask: 0.4886, decode.d6.loss_dice: 0.7309, decode.d7.loss_cls: 0.2368, decode.d7.loss_mask: 0.4891, decode.d7.loss_dice: 0.7325, decode.d8.loss_cls: 0.2401, decode.d8.loss_mask: 0.4888, decode.d8.loss_dice: 0.7339, loss: 16.6968 2022-04-27 04:20:19,423 - mmseg - INFO - Iter [91550/160000] lr: 6.143e-07, eta: 20:43:17, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2465, decode.loss_mask: 0.4787, decode.loss_dice: 0.7489, decode.d0.loss_cls: 1.9833, decode.d0.loss_mask: 0.5273, decode.d0.loss_dice: 0.8722, decode.d1.loss_cls: 0.3475, decode.d1.loss_mask: 0.4999, decode.d1.loss_dice: 0.7919, decode.d2.loss_cls: 0.2925, decode.d2.loss_mask: 0.4888, decode.d2.loss_dice: 0.7641, decode.d3.loss_cls: 0.2704, decode.d3.loss_mask: 0.4838, decode.d3.loss_dice: 0.7511, decode.d4.loss_cls: 0.2538, decode.d4.loss_mask: 0.4819, decode.d4.loss_dice: 0.7540, decode.d5.loss_cls: 0.2484, decode.d5.loss_mask: 0.4817, decode.d5.loss_dice: 0.7515, decode.d6.loss_cls: 0.2459, decode.d6.loss_mask: 0.4806, decode.d6.loss_dice: 0.7471, decode.d7.loss_cls: 0.2410, decode.d7.loss_mask: 0.4812, decode.d7.loss_dice: 0.7503, decode.d8.loss_cls: 0.2506, decode.d8.loss_mask: 0.4789, decode.d8.loss_dice: 0.7517, loss: 16.9451 2022-04-27 04:21:12,120 - mmseg - INFO - Iter [91600/160000] lr: 6.138e-07, eta: 20:42:21, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2315, decode.loss_mask: 0.4618, decode.loss_dice: 0.7317, decode.d0.loss_cls: 1.9576, decode.d0.loss_mask: 0.5089, decode.d0.loss_dice: 0.8491, decode.d1.loss_cls: 0.3195, decode.d1.loss_mask: 0.4809, decode.d1.loss_dice: 0.7874, decode.d2.loss_cls: 0.2717, decode.d2.loss_mask: 0.4700, decode.d2.loss_dice: 0.7591, decode.d3.loss_cls: 0.2591, decode.d3.loss_mask: 0.4644, decode.d3.loss_dice: 0.7399, decode.d4.loss_cls: 0.2514, decode.d4.loss_mask: 0.4660, decode.d4.loss_dice: 0.7430, decode.d5.loss_cls: 0.2470, decode.d5.loss_mask: 0.4628, decode.d5.loss_dice: 0.7372, decode.d6.loss_cls: 0.2428, decode.d6.loss_mask: 0.4624, decode.d6.loss_dice: 0.7387, decode.d7.loss_cls: 0.2396, decode.d7.loss_mask: 0.4616, decode.d7.loss_dice: 0.7343, decode.d8.loss_cls: 0.2414, decode.d8.loss_mask: 0.4616, decode.d8.loss_dice: 0.7344, loss: 16.5166 2022-04-27 04:22:05,270 - mmseg - INFO - Iter [91650/160000] lr: 6.134e-07, eta: 20:41:25, time: 1.063, data_time: 0.018, memory: 64049, decode.loss_cls: 0.2654, decode.loss_mask: 0.4576, decode.loss_dice: 0.7636, decode.d0.loss_cls: 2.0661, decode.d0.loss_mask: 0.4952, decode.d0.loss_dice: 0.8863, decode.d1.loss_cls: 0.3732, decode.d1.loss_mask: 0.4735, decode.d1.loss_dice: 0.8084, decode.d2.loss_cls: 0.3171, decode.d2.loss_mask: 0.4623, decode.d2.loss_dice: 0.7874, decode.d3.loss_cls: 0.2868, decode.d3.loss_mask: 0.4592, decode.d3.loss_dice: 0.7715, decode.d4.loss_cls: 0.2740, decode.d4.loss_mask: 0.4597, decode.d4.loss_dice: 0.7729, decode.d5.loss_cls: 0.2678, decode.d5.loss_mask: 0.4588, decode.d5.loss_dice: 0.7725, decode.d6.loss_cls: 0.2707, decode.d6.loss_mask: 0.4565, decode.d6.loss_dice: 0.7636, decode.d7.loss_cls: 0.2680, decode.d7.loss_mask: 0.4553, decode.d7.loss_dice: 0.7656, decode.d8.loss_cls: 0.2664, decode.d8.loss_mask: 0.4564, decode.d8.loss_dice: 0.7625, loss: 17.1442 2022-04-27 04:22:58,460 - mmseg - INFO - Iter [91700/160000] lr: 6.129e-07, eta: 20:40:30, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2553, decode.loss_mask: 0.4554, decode.loss_dice: 0.7542, decode.d0.loss_cls: 1.9637, decode.d0.loss_mask: 0.5011, decode.d0.loss_dice: 0.8603, decode.d1.loss_cls: 0.3432, decode.d1.loss_mask: 0.4747, decode.d1.loss_dice: 0.7874, decode.d2.loss_cls: 0.3059, decode.d2.loss_mask: 0.4631, decode.d2.loss_dice: 0.7712, decode.d3.loss_cls: 0.2864, decode.d3.loss_mask: 0.4565, decode.d3.loss_dice: 0.7550, decode.d4.loss_cls: 0.2668, decode.d4.loss_mask: 0.4580, decode.d4.loss_dice: 0.7641, decode.d5.loss_cls: 0.2651, decode.d5.loss_mask: 0.4567, decode.d5.loss_dice: 0.7585, decode.d6.loss_cls: 0.2647, decode.d6.loss_mask: 0.4573, decode.d6.loss_dice: 0.7552, decode.d7.loss_cls: 0.2541, decode.d7.loss_mask: 0.4570, decode.d7.loss_dice: 0.7555, decode.d8.loss_cls: 0.2574, decode.d8.loss_mask: 0.4564, decode.d8.loss_dice: 0.7572, loss: 16.8172 2022-04-27 04:23:50,956 - mmseg - INFO - Iter [91750/160000] lr: 6.125e-07, eta: 20:39:34, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2425, decode.loss_mask: 0.4767, decode.loss_dice: 0.7542, decode.d0.loss_cls: 1.9470, decode.d0.loss_mask: 0.5242, decode.d0.loss_dice: 0.8835, decode.d1.loss_cls: 0.3367, decode.d1.loss_mask: 0.4941, decode.d1.loss_dice: 0.8007, decode.d2.loss_cls: 0.2880, decode.d2.loss_mask: 0.4856, decode.d2.loss_dice: 0.7766, decode.d3.loss_cls: 0.2688, decode.d3.loss_mask: 0.4813, decode.d3.loss_dice: 0.7640, decode.d4.loss_cls: 0.2585, decode.d4.loss_mask: 0.4794, decode.d4.loss_dice: 0.7591, decode.d5.loss_cls: 0.2509, decode.d5.loss_mask: 0.4784, decode.d5.loss_dice: 0.7597, decode.d6.loss_cls: 0.2438, decode.d6.loss_mask: 0.4769, decode.d6.loss_dice: 0.7536, decode.d7.loss_cls: 0.2448, decode.d7.loss_mask: 0.4769, decode.d7.loss_dice: 0.7539, decode.d8.loss_cls: 0.2395, decode.d8.loss_mask: 0.4782, decode.d8.loss_dice: 0.7566, loss: 16.9343 2022-04-27 04:24:43,766 - mmseg - INFO - Iter [91800/160000] lr: 6.120e-07, eta: 20:38:38, time: 1.056, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2551, decode.loss_mask: 0.4791, decode.loss_dice: 0.7409, decode.d0.loss_cls: 1.9213, decode.d0.loss_mask: 0.5207, decode.d0.loss_dice: 0.8531, decode.d1.loss_cls: 0.3442, decode.d1.loss_mask: 0.4975, decode.d1.loss_dice: 0.7761, decode.d2.loss_cls: 0.2932, decode.d2.loss_mask: 0.4854, decode.d2.loss_dice: 0.7588, decode.d3.loss_cls: 0.2748, decode.d3.loss_mask: 0.4820, decode.d3.loss_dice: 0.7447, decode.d4.loss_cls: 0.2754, decode.d4.loss_mask: 0.4807, decode.d4.loss_dice: 0.7446, decode.d5.loss_cls: 0.2639, decode.d5.loss_mask: 0.4774, decode.d5.loss_dice: 0.7431, decode.d6.loss_cls: 0.2589, decode.d6.loss_mask: 0.4797, decode.d6.loss_dice: 0.7399, decode.d7.loss_cls: 0.2571, decode.d7.loss_mask: 0.4777, decode.d7.loss_dice: 0.7409, decode.d8.loss_cls: 0.2563, decode.d8.loss_mask: 0.4789, decode.d8.loss_dice: 0.7403, loss: 16.8416 2022-04-27 04:25:36,318 - mmseg - INFO - Iter [91850/160000] lr: 6.116e-07, eta: 20:37:42, time: 1.051, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2683, decode.loss_mask: 0.4871, decode.loss_dice: 0.7675, decode.d0.loss_cls: 1.9175, decode.d0.loss_mask: 0.5422, decode.d0.loss_dice: 0.8816, decode.d1.loss_cls: 0.3632, decode.d1.loss_mask: 0.5087, decode.d1.loss_dice: 0.8115, decode.d2.loss_cls: 0.3234, decode.d2.loss_mask: 0.5005, decode.d2.loss_dice: 0.7764, decode.d3.loss_cls: 0.2869, decode.d3.loss_mask: 0.4950, decode.d3.loss_dice: 0.7681, decode.d4.loss_cls: 0.2796, decode.d4.loss_mask: 0.4921, decode.d4.loss_dice: 0.7671, decode.d5.loss_cls: 0.2773, decode.d5.loss_mask: 0.4906, decode.d5.loss_dice: 0.7655, decode.d6.loss_cls: 0.2749, decode.d6.loss_mask: 0.4859, decode.d6.loss_dice: 0.7578, decode.d7.loss_cls: 0.2680, decode.d7.loss_mask: 0.4871, decode.d7.loss_dice: 0.7621, decode.d8.loss_cls: 0.2642, decode.d8.loss_mask: 0.4878, decode.d8.loss_dice: 0.7632, loss: 17.3209 2022-04-27 04:26:29,103 - mmseg - INFO - Iter [91900/160000] lr: 6.111e-07, eta: 20:36:47, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2713, decode.loss_mask: 0.4854, decode.loss_dice: 0.7720, decode.d0.loss_cls: 1.9965, decode.d0.loss_mask: 0.5267, decode.d0.loss_dice: 0.8903, decode.d1.loss_cls: 0.3703, decode.d1.loss_mask: 0.5031, decode.d1.loss_dice: 0.8220, decode.d2.loss_cls: 0.3209, decode.d2.loss_mask: 0.4915, decode.d2.loss_dice: 0.7981, decode.d3.loss_cls: 0.2840, decode.d3.loss_mask: 0.4868, decode.d3.loss_dice: 0.7796, decode.d4.loss_cls: 0.2801, decode.d4.loss_mask: 0.4837, decode.d4.loss_dice: 0.7813, decode.d5.loss_cls: 0.2756, decode.d5.loss_mask: 0.4853, decode.d5.loss_dice: 0.7822, decode.d6.loss_cls: 0.2726, decode.d6.loss_mask: 0.4857, decode.d6.loss_dice: 0.7732, decode.d7.loss_cls: 0.2738, decode.d7.loss_mask: 0.4851, decode.d7.loss_dice: 0.7772, decode.d8.loss_cls: 0.2671, decode.d8.loss_mask: 0.4863, decode.d8.loss_dice: 0.7783, loss: 17.4860 2022-04-27 04:27:22,235 - mmseg - INFO - Iter [91950/160000] lr: 6.107e-07, eta: 20:35:51, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2559, decode.loss_mask: 0.4848, decode.loss_dice: 0.7658, decode.d0.loss_cls: 1.9869, decode.d0.loss_mask: 0.5367, decode.d0.loss_dice: 0.8841, decode.d1.loss_cls: 0.3453, decode.d1.loss_mask: 0.5023, decode.d1.loss_dice: 0.8142, decode.d2.loss_cls: 0.3096, decode.d2.loss_mask: 0.4930, decode.d2.loss_dice: 0.7869, decode.d3.loss_cls: 0.2804, decode.d3.loss_mask: 0.4878, decode.d3.loss_dice: 0.7726, decode.d4.loss_cls: 0.2740, decode.d4.loss_mask: 0.4875, decode.d4.loss_dice: 0.7696, decode.d5.loss_cls: 0.2654, decode.d5.loss_mask: 0.4891, decode.d5.loss_dice: 0.7749, decode.d6.loss_cls: 0.2618, decode.d6.loss_mask: 0.4870, decode.d6.loss_dice: 0.7711, decode.d7.loss_cls: 0.2566, decode.d7.loss_mask: 0.4846, decode.d7.loss_dice: 0.7670, decode.d8.loss_cls: 0.2561, decode.d8.loss_mask: 0.4852, decode.d8.loss_dice: 0.7701, loss: 17.3063 2022-04-27 04:28:15,045 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 04:28:15,050 - mmseg - INFO - Iter [92000/160000] lr: 6.102e-07, eta: 20:34:55, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2729, decode.loss_mask: 0.4712, decode.loss_dice: 0.7609, decode.d0.loss_cls: 2.0408, decode.d0.loss_mask: 0.5145, decode.d0.loss_dice: 0.8817, decode.d1.loss_cls: 0.3680, decode.d1.loss_mask: 0.4847, decode.d1.loss_dice: 0.8123, decode.d2.loss_cls: 0.3139, decode.d2.loss_mask: 0.4778, decode.d2.loss_dice: 0.7852, decode.d3.loss_cls: 0.2935, decode.d3.loss_mask: 0.4738, decode.d3.loss_dice: 0.7663, decode.d4.loss_cls: 0.2862, decode.d4.loss_mask: 0.4726, decode.d4.loss_dice: 0.7724, decode.d5.loss_cls: 0.2795, decode.d5.loss_mask: 0.4707, decode.d5.loss_dice: 0.7666, decode.d6.loss_cls: 0.2732, decode.d6.loss_mask: 0.4702, decode.d6.loss_dice: 0.7619, decode.d7.loss_cls: 0.2747, decode.d7.loss_mask: 0.4712, decode.d7.loss_dice: 0.7618, decode.d8.loss_cls: 0.2723, decode.d8.loss_mask: 0.4717, decode.d8.loss_dice: 0.7628, loss: 17.2854 2022-04-27 04:29:07,607 - mmseg - INFO - Iter [92050/160000] lr: 6.098e-07, eta: 20:34:00, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2696, decode.loss_mask: 0.4752, decode.loss_dice: 0.7660, decode.d0.loss_cls: 1.9769, decode.d0.loss_mask: 0.5179, decode.d0.loss_dice: 0.8678, decode.d1.loss_cls: 0.3582, decode.d1.loss_mask: 0.4957, decode.d1.loss_dice: 0.8083, decode.d2.loss_cls: 0.3113, decode.d2.loss_mask: 0.4855, decode.d2.loss_dice: 0.7938, decode.d3.loss_cls: 0.2859, decode.d3.loss_mask: 0.4812, decode.d3.loss_dice: 0.7729, decode.d4.loss_cls: 0.2836, decode.d4.loss_mask: 0.4796, decode.d4.loss_dice: 0.7723, decode.d5.loss_cls: 0.2819, decode.d5.loss_mask: 0.4790, decode.d5.loss_dice: 0.7675, decode.d6.loss_cls: 0.2687, decode.d6.loss_mask: 0.4754, decode.d6.loss_dice: 0.7622, decode.d7.loss_cls: 0.2665, decode.d7.loss_mask: 0.4769, decode.d7.loss_dice: 0.7649, decode.d8.loss_cls: 0.2731, decode.d8.loss_mask: 0.4758, decode.d8.loss_dice: 0.7632, loss: 17.2569 2022-04-27 04:30:00,088 - mmseg - INFO - Iter [92100/160000] lr: 6.093e-07, eta: 20:33:04, time: 1.050, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2383, decode.loss_mask: 0.4852, decode.loss_dice: 0.7415, decode.d0.loss_cls: 1.9447, decode.d0.loss_mask: 0.5244, decode.d0.loss_dice: 0.8581, decode.d1.loss_cls: 0.3359, decode.d1.loss_mask: 0.5014, decode.d1.loss_dice: 0.7891, decode.d2.loss_cls: 0.2775, decode.d2.loss_mask: 0.4925, decode.d2.loss_dice: 0.7722, decode.d3.loss_cls: 0.2599, decode.d3.loss_mask: 0.4841, decode.d3.loss_dice: 0.7508, decode.d4.loss_cls: 0.2541, decode.d4.loss_mask: 0.4830, decode.d4.loss_dice: 0.7519, decode.d5.loss_cls: 0.2415, decode.d5.loss_mask: 0.4848, decode.d5.loss_dice: 0.7505, decode.d6.loss_cls: 0.2388, decode.d6.loss_mask: 0.4839, decode.d6.loss_dice: 0.7420, decode.d7.loss_cls: 0.2429, decode.d7.loss_mask: 0.4840, decode.d7.loss_dice: 0.7484, decode.d8.loss_cls: 0.2381, decode.d8.loss_mask: 0.4836, decode.d8.loss_dice: 0.7445, loss: 16.8278 2022-04-27 04:30:52,660 - mmseg - INFO - Iter [92150/160000] lr: 6.089e-07, eta: 20:32:08, time: 1.051, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2562, decode.loss_mask: 0.4760, decode.loss_dice: 0.7514, decode.d0.loss_cls: 1.9795, decode.d0.loss_mask: 0.5233, decode.d0.loss_dice: 0.8698, decode.d1.loss_cls: 0.3548, decode.d1.loss_mask: 0.4944, decode.d1.loss_dice: 0.8012, decode.d2.loss_cls: 0.3036, decode.d2.loss_mask: 0.4840, decode.d2.loss_dice: 0.7772, decode.d3.loss_cls: 0.2831, decode.d3.loss_mask: 0.4829, decode.d3.loss_dice: 0.7605, decode.d4.loss_cls: 0.2717, decode.d4.loss_mask: 0.4827, decode.d4.loss_dice: 0.7588, decode.d5.loss_cls: 0.2624, decode.d5.loss_mask: 0.4819, decode.d5.loss_dice: 0.7579, decode.d6.loss_cls: 0.2591, decode.d6.loss_mask: 0.4788, decode.d6.loss_dice: 0.7520, decode.d7.loss_cls: 0.2581, decode.d7.loss_mask: 0.4772, decode.d7.loss_dice: 0.7526, decode.d8.loss_cls: 0.2585, decode.d8.loss_mask: 0.4772, decode.d8.loss_dice: 0.7522, loss: 17.0789 2022-04-27 04:31:47,835 - mmseg - INFO - Iter [92200/160000] lr: 6.084e-07, eta: 20:31:14, time: 1.104, data_time: 0.063, memory: 64049, decode.loss_cls: 0.2637, decode.loss_mask: 0.5035, decode.loss_dice: 0.7608, decode.d0.loss_cls: 1.9237, decode.d0.loss_mask: 0.5588, decode.d0.loss_dice: 0.8811, decode.d1.loss_cls: 0.3505, decode.d1.loss_mask: 0.5261, decode.d1.loss_dice: 0.8049, decode.d2.loss_cls: 0.2985, decode.d2.loss_mask: 0.5171, decode.d2.loss_dice: 0.7858, decode.d3.loss_cls: 0.2858, decode.d3.loss_mask: 0.5118, decode.d3.loss_dice: 0.7736, decode.d4.loss_cls: 0.2809, decode.d4.loss_mask: 0.5090, decode.d4.loss_dice: 0.7693, decode.d5.loss_cls: 0.2747, decode.d5.loss_mask: 0.5079, decode.d5.loss_dice: 0.7677, decode.d6.loss_cls: 0.2721, decode.d6.loss_mask: 0.5055, decode.d6.loss_dice: 0.7566, decode.d7.loss_cls: 0.2682, decode.d7.loss_mask: 0.5058, decode.d7.loss_dice: 0.7617, decode.d8.loss_cls: 0.2581, decode.d8.loss_mask: 0.5048, decode.d8.loss_dice: 0.7619, loss: 17.4500 2022-04-27 04:32:41,010 - mmseg - INFO - Iter [92250/160000] lr: 6.080e-07, eta: 20:30:18, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2709, decode.loss_mask: 0.4756, decode.loss_dice: 0.7613, decode.d0.loss_cls: 2.0219, decode.d0.loss_mask: 0.5228, decode.d0.loss_dice: 0.8854, decode.d1.loss_cls: 0.3658, decode.d1.loss_mask: 0.4924, decode.d1.loss_dice: 0.8144, decode.d2.loss_cls: 0.3156, decode.d2.loss_mask: 0.4805, decode.d2.loss_dice: 0.7900, decode.d3.loss_cls: 0.2941, decode.d3.loss_mask: 0.4777, decode.d3.loss_dice: 0.7702, decode.d4.loss_cls: 0.2842, decode.d4.loss_mask: 0.4776, decode.d4.loss_dice: 0.7704, decode.d5.loss_cls: 0.2742, decode.d5.loss_mask: 0.4771, decode.d5.loss_dice: 0.7684, decode.d6.loss_cls: 0.2756, decode.d6.loss_mask: 0.4766, decode.d6.loss_dice: 0.7631, decode.d7.loss_cls: 0.2703, decode.d7.loss_mask: 0.4762, decode.d7.loss_dice: 0.7620, decode.d8.loss_cls: 0.2630, decode.d8.loss_mask: 0.4773, decode.d8.loss_dice: 0.7668, loss: 17.3214 2022-04-27 04:33:34,204 - mmseg - INFO - Iter [92300/160000] lr: 6.075e-07, eta: 20:29:23, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2542, decode.loss_mask: 0.4681, decode.loss_dice: 0.7480, decode.d0.loss_cls: 1.9911, decode.d0.loss_mask: 0.5109, decode.d0.loss_dice: 0.8726, decode.d1.loss_cls: 0.3535, decode.d1.loss_mask: 0.4853, decode.d1.loss_dice: 0.7938, decode.d2.loss_cls: 0.3017, decode.d2.loss_mask: 0.4747, decode.d2.loss_dice: 0.7721, decode.d3.loss_cls: 0.2685, decode.d3.loss_mask: 0.4723, decode.d3.loss_dice: 0.7591, decode.d4.loss_cls: 0.2665, decode.d4.loss_mask: 0.4717, decode.d4.loss_dice: 0.7566, decode.d5.loss_cls: 0.2576, decode.d5.loss_mask: 0.4729, decode.d5.loss_dice: 0.7534, decode.d6.loss_cls: 0.2552, decode.d6.loss_mask: 0.4725, decode.d6.loss_dice: 0.7482, decode.d7.loss_cls: 0.2570, decode.d7.loss_mask: 0.4707, decode.d7.loss_dice: 0.7464, decode.d8.loss_cls: 0.2527, decode.d8.loss_mask: 0.4703, decode.d8.loss_dice: 0.7485, loss: 16.9260 2022-04-27 04:34:26,858 - mmseg - INFO - Iter [92350/160000] lr: 6.071e-07, eta: 20:28:27, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2364, decode.loss_mask: 0.4580, decode.loss_dice: 0.7160, decode.d0.loss_cls: 1.9576, decode.d0.loss_mask: 0.5027, decode.d0.loss_dice: 0.8410, decode.d1.loss_cls: 0.3622, decode.d1.loss_mask: 0.4717, decode.d1.loss_dice: 0.7661, decode.d2.loss_cls: 0.2941, decode.d2.loss_mask: 0.4637, decode.d2.loss_dice: 0.7391, decode.d3.loss_cls: 0.2645, decode.d3.loss_mask: 0.4637, decode.d3.loss_dice: 0.7291, decode.d4.loss_cls: 0.2554, decode.d4.loss_mask: 0.4598, decode.d4.loss_dice: 0.7242, decode.d5.loss_cls: 0.2497, decode.d5.loss_mask: 0.4587, decode.d5.loss_dice: 0.7218, decode.d6.loss_cls: 0.2413, decode.d6.loss_mask: 0.4580, decode.d6.loss_dice: 0.7222, decode.d7.loss_cls: 0.2470, decode.d7.loss_mask: 0.4586, decode.d7.loss_dice: 0.7226, decode.d8.loss_cls: 0.2422, decode.d8.loss_mask: 0.4571, decode.d8.loss_dice: 0.7220, loss: 16.4065 2022-04-27 04:35:19,405 - mmseg - INFO - Iter [92400/160000] lr: 6.066e-07, eta: 20:27:31, time: 1.051, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2556, decode.loss_mask: 0.4865, decode.loss_dice: 0.7336, decode.d0.loss_cls: 1.9488, decode.d0.loss_mask: 0.5310, decode.d0.loss_dice: 0.8481, decode.d1.loss_cls: 0.3392, decode.d1.loss_mask: 0.5041, decode.d1.loss_dice: 0.7748, decode.d2.loss_cls: 0.2995, decode.d2.loss_mask: 0.4919, decode.d2.loss_dice: 0.7559, decode.d3.loss_cls: 0.2757, decode.d3.loss_mask: 0.4910, decode.d3.loss_dice: 0.7399, decode.d4.loss_cls: 0.2666, decode.d4.loss_mask: 0.4865, decode.d4.loss_dice: 0.7395, decode.d5.loss_cls: 0.2666, decode.d5.loss_mask: 0.4884, decode.d5.loss_dice: 0.7451, decode.d6.loss_cls: 0.2636, decode.d6.loss_mask: 0.4867, decode.d6.loss_dice: 0.7384, decode.d7.loss_cls: 0.2579, decode.d7.loss_mask: 0.4876, decode.d7.loss_dice: 0.7373, decode.d8.loss_cls: 0.2577, decode.d8.loss_mask: 0.4853, decode.d8.loss_dice: 0.7363, loss: 16.9195 2022-04-27 04:36:12,167 - mmseg - INFO - Iter [92450/160000] lr: 6.062e-07, eta: 20:26:35, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2513, decode.loss_mask: 0.4700, decode.loss_dice: 0.7288, decode.d0.loss_cls: 1.9524, decode.d0.loss_mask: 0.5134, decode.d0.loss_dice: 0.8602, decode.d1.loss_cls: 0.3439, decode.d1.loss_mask: 0.4915, decode.d1.loss_dice: 0.7799, decode.d2.loss_cls: 0.2935, decode.d2.loss_mask: 0.4783, decode.d2.loss_dice: 0.7603, decode.d3.loss_cls: 0.2707, decode.d3.loss_mask: 0.4707, decode.d3.loss_dice: 0.7448, decode.d4.loss_cls: 0.2576, decode.d4.loss_mask: 0.4710, decode.d4.loss_dice: 0.7391, decode.d5.loss_cls: 0.2574, decode.d5.loss_mask: 0.4713, decode.d5.loss_dice: 0.7405, decode.d6.loss_cls: 0.2526, decode.d6.loss_mask: 0.4690, decode.d6.loss_dice: 0.7345, decode.d7.loss_cls: 0.2541, decode.d7.loss_mask: 0.4716, decode.d7.loss_dice: 0.7308, decode.d8.loss_cls: 0.2518, decode.d8.loss_mask: 0.4701, decode.d8.loss_dice: 0.7300, loss: 16.7113 2022-04-27 04:37:05,465 - mmseg - INFO - Iter [92500/160000] lr: 6.057e-07, eta: 20:25:40, time: 1.066, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2515, decode.loss_mask: 0.4659, decode.loss_dice: 0.7393, decode.d0.loss_cls: 1.9756, decode.d0.loss_mask: 0.5019, decode.d0.loss_dice: 0.8498, decode.d1.loss_cls: 0.3342, decode.d1.loss_mask: 0.4791, decode.d1.loss_dice: 0.7833, decode.d2.loss_cls: 0.2875, decode.d2.loss_mask: 0.4701, decode.d2.loss_dice: 0.7645, decode.d3.loss_cls: 0.2684, decode.d3.loss_mask: 0.4685, decode.d3.loss_dice: 0.7493, decode.d4.loss_cls: 0.2631, decode.d4.loss_mask: 0.4677, decode.d4.loss_dice: 0.7494, decode.d5.loss_cls: 0.2517, decode.d5.loss_mask: 0.4672, decode.d5.loss_dice: 0.7446, decode.d6.loss_cls: 0.2542, decode.d6.loss_mask: 0.4645, decode.d6.loss_dice: 0.7391, decode.d7.loss_cls: 0.2504, decode.d7.loss_mask: 0.4660, decode.d7.loss_dice: 0.7442, decode.d8.loss_cls: 0.2496, decode.d8.loss_mask: 0.4654, decode.d8.loss_dice: 0.7435, loss: 16.7094 2022-04-27 04:37:59,103 - mmseg - INFO - Iter [92550/160000] lr: 6.053e-07, eta: 20:24:45, time: 1.073, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2616, decode.loss_mask: 0.4902, decode.loss_dice: 0.7517, decode.d0.loss_cls: 2.0340, decode.d0.loss_mask: 0.5437, decode.d0.loss_dice: 0.8696, decode.d1.loss_cls: 0.3546, decode.d1.loss_mask: 0.5142, decode.d1.loss_dice: 0.8044, decode.d2.loss_cls: 0.3121, decode.d2.loss_mask: 0.5000, decode.d2.loss_dice: 0.7810, decode.d3.loss_cls: 0.2839, decode.d3.loss_mask: 0.4946, decode.d3.loss_dice: 0.7637, decode.d4.loss_cls: 0.2701, decode.d4.loss_mask: 0.4948, decode.d4.loss_dice: 0.7675, decode.d5.loss_cls: 0.2744, decode.d5.loss_mask: 0.4925, decode.d5.loss_dice: 0.7585, decode.d6.loss_cls: 0.2694, decode.d6.loss_mask: 0.4902, decode.d6.loss_dice: 0.7579, decode.d7.loss_cls: 0.2666, decode.d7.loss_mask: 0.4899, decode.d7.loss_dice: 0.7557, decode.d8.loss_cls: 0.2589, decode.d8.loss_mask: 0.4904, decode.d8.loss_dice: 0.7571, loss: 17.3532 2022-04-27 04:38:51,687 - mmseg - INFO - Iter [92600/160000] lr: 6.048e-07, eta: 20:23:49, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2477, decode.loss_mask: 0.4794, decode.loss_dice: 0.7556, decode.d0.loss_cls: 1.9801, decode.d0.loss_mask: 0.5218, decode.d0.loss_dice: 0.8710, decode.d1.loss_cls: 0.3446, decode.d1.loss_mask: 0.4988, decode.d1.loss_dice: 0.8115, decode.d2.loss_cls: 0.3001, decode.d2.loss_mask: 0.4891, decode.d2.loss_dice: 0.7775, decode.d3.loss_cls: 0.2732, decode.d3.loss_mask: 0.4841, decode.d3.loss_dice: 0.7654, decode.d4.loss_cls: 0.2621, decode.d4.loss_mask: 0.4829, decode.d4.loss_dice: 0.7652, decode.d5.loss_cls: 0.2604, decode.d5.loss_mask: 0.4801, decode.d5.loss_dice: 0.7606, decode.d6.loss_cls: 0.2537, decode.d6.loss_mask: 0.4803, decode.d6.loss_dice: 0.7604, decode.d7.loss_cls: 0.2519, decode.d7.loss_mask: 0.4789, decode.d7.loss_dice: 0.7579, decode.d8.loss_cls: 0.2544, decode.d8.loss_mask: 0.4792, decode.d8.loss_dice: 0.7566, loss: 17.0845 2022-04-27 04:39:44,161 - mmseg - INFO - Iter [92650/160000] lr: 6.044e-07, eta: 20:22:53, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2594, decode.loss_mask: 0.4998, decode.loss_dice: 0.7522, decode.d0.loss_cls: 1.9480, decode.d0.loss_mask: 0.5473, decode.d0.loss_dice: 0.8754, decode.d1.loss_cls: 0.3528, decode.d1.loss_mask: 0.5188, decode.d1.loss_dice: 0.8054, decode.d2.loss_cls: 0.3095, decode.d2.loss_mask: 0.5096, decode.d2.loss_dice: 0.7816, decode.d3.loss_cls: 0.2776, decode.d3.loss_mask: 0.5008, decode.d3.loss_dice: 0.7653, decode.d4.loss_cls: 0.2738, decode.d4.loss_mask: 0.5020, decode.d4.loss_dice: 0.7644, decode.d5.loss_cls: 0.2646, decode.d5.loss_mask: 0.5024, decode.d5.loss_dice: 0.7580, decode.d6.loss_cls: 0.2695, decode.d6.loss_mask: 0.5015, decode.d6.loss_dice: 0.7559, decode.d7.loss_cls: 0.2615, decode.d7.loss_mask: 0.5028, decode.d7.loss_dice: 0.7614, decode.d8.loss_cls: 0.2632, decode.d8.loss_mask: 0.4997, decode.d8.loss_dice: 0.7529, loss: 17.3371 2022-04-27 04:40:36,663 - mmseg - INFO - Iter [92700/160000] lr: 6.039e-07, eta: 20:21:57, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2347, decode.loss_mask: 0.4826, decode.loss_dice: 0.7335, decode.d0.loss_cls: 1.9479, decode.d0.loss_mask: 0.5319, decode.d0.loss_dice: 0.8586, decode.d1.loss_cls: 0.3174, decode.d1.loss_mask: 0.5003, decode.d1.loss_dice: 0.7822, decode.d2.loss_cls: 0.2745, decode.d2.loss_mask: 0.4913, decode.d2.loss_dice: 0.7552, decode.d3.loss_cls: 0.2537, decode.d3.loss_mask: 0.4858, decode.d3.loss_dice: 0.7420, decode.d4.loss_cls: 0.2456, decode.d4.loss_mask: 0.4863, decode.d4.loss_dice: 0.7396, decode.d5.loss_cls: 0.2370, decode.d5.loss_mask: 0.4848, decode.d5.loss_dice: 0.7398, decode.d6.loss_cls: 0.2371, decode.d6.loss_mask: 0.4846, decode.d6.loss_dice: 0.7350, decode.d7.loss_cls: 0.2342, decode.d7.loss_mask: 0.4842, decode.d7.loss_dice: 0.7349, decode.d8.loss_cls: 0.2304, decode.d8.loss_mask: 0.4859, decode.d8.loss_dice: 0.7335, loss: 16.6846 2022-04-27 04:41:30,585 - mmseg - INFO - Iter [92750/160000] lr: 6.035e-07, eta: 20:21:02, time: 1.078, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2638, decode.loss_mask: 0.4887, decode.loss_dice: 0.7621, decode.d0.loss_cls: 1.9736, decode.d0.loss_mask: 0.5328, decode.d0.loss_dice: 0.8841, decode.d1.loss_cls: 0.3458, decode.d1.loss_mask: 0.5098, decode.d1.loss_dice: 0.8189, decode.d2.loss_cls: 0.3012, decode.d2.loss_mask: 0.4995, decode.d2.loss_dice: 0.7838, decode.d3.loss_cls: 0.2873, decode.d3.loss_mask: 0.4938, decode.d3.loss_dice: 0.7670, decode.d4.loss_cls: 0.2673, decode.d4.loss_mask: 0.4918, decode.d4.loss_dice: 0.7688, decode.d5.loss_cls: 0.2693, decode.d5.loss_mask: 0.4914, decode.d5.loss_dice: 0.7680, decode.d6.loss_cls: 0.2646, decode.d6.loss_mask: 0.4901, decode.d6.loss_dice: 0.7639, decode.d7.loss_cls: 0.2581, decode.d7.loss_mask: 0.4897, decode.d7.loss_dice: 0.7663, decode.d8.loss_cls: 0.2621, decode.d8.loss_mask: 0.4899, decode.d8.loss_dice: 0.7658, loss: 17.3191 2022-04-27 04:42:23,710 - mmseg - INFO - Iter [92800/160000] lr: 6.030e-07, eta: 20:20:07, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2329, decode.loss_mask: 0.4741, decode.loss_dice: 0.7418, decode.d0.loss_cls: 1.9337, decode.d0.loss_mask: 0.5159, decode.d0.loss_dice: 0.8565, decode.d1.loss_cls: 0.3230, decode.d1.loss_mask: 0.4932, decode.d1.loss_dice: 0.7909, decode.d2.loss_cls: 0.2748, decode.d2.loss_mask: 0.4823, decode.d2.loss_dice: 0.7678, decode.d3.loss_cls: 0.2528, decode.d3.loss_mask: 0.4806, decode.d3.loss_dice: 0.7508, decode.d4.loss_cls: 0.2465, decode.d4.loss_mask: 0.4775, decode.d4.loss_dice: 0.7536, decode.d5.loss_cls: 0.2412, decode.d5.loss_mask: 0.4757, decode.d5.loss_dice: 0.7499, decode.d6.loss_cls: 0.2368, decode.d6.loss_mask: 0.4750, decode.d6.loss_dice: 0.7441, decode.d7.loss_cls: 0.2355, decode.d7.loss_mask: 0.4740, decode.d7.loss_dice: 0.7407, decode.d8.loss_cls: 0.2340, decode.d8.loss_mask: 0.4745, decode.d8.loss_dice: 0.7451, loss: 16.6751 2022-04-27 04:43:16,894 - mmseg - INFO - Iter [92850/160000] lr: 6.026e-07, eta: 20:19:12, time: 1.064, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2538, decode.loss_mask: 0.4814, decode.loss_dice: 0.7477, decode.d0.loss_cls: 1.9491, decode.d0.loss_mask: 0.5264, decode.d0.loss_dice: 0.8617, decode.d1.loss_cls: 0.3466, decode.d1.loss_mask: 0.4959, decode.d1.loss_dice: 0.7949, decode.d2.loss_cls: 0.3016, decode.d2.loss_mask: 0.4849, decode.d2.loss_dice: 0.7733, decode.d3.loss_cls: 0.2833, decode.d3.loss_mask: 0.4827, decode.d3.loss_dice: 0.7535, decode.d4.loss_cls: 0.2698, decode.d4.loss_mask: 0.4805, decode.d4.loss_dice: 0.7579, decode.d5.loss_cls: 0.2633, decode.d5.loss_mask: 0.4792, decode.d5.loss_dice: 0.7522, decode.d6.loss_cls: 0.2579, decode.d6.loss_mask: 0.4807, decode.d6.loss_dice: 0.7489, decode.d7.loss_cls: 0.2576, decode.d7.loss_mask: 0.4782, decode.d7.loss_dice: 0.7482, decode.d8.loss_cls: 0.2530, decode.d8.loss_mask: 0.4797, decode.d8.loss_dice: 0.7473, loss: 16.9913 2022-04-27 04:44:10,366 - mmseg - INFO - Iter [92900/160000] lr: 6.021e-07, eta: 20:18:16, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2562, decode.loss_mask: 0.4850, decode.loss_dice: 0.7384, decode.d0.loss_cls: 1.9488, decode.d0.loss_mask: 0.5313, decode.d0.loss_dice: 0.8619, decode.d1.loss_cls: 0.3450, decode.d1.loss_mask: 0.5069, decode.d1.loss_dice: 0.7907, decode.d2.loss_cls: 0.2992, decode.d2.loss_mask: 0.4965, decode.d2.loss_dice: 0.7650, decode.d3.loss_cls: 0.2796, decode.d3.loss_mask: 0.4908, decode.d3.loss_dice: 0.7460, decode.d4.loss_cls: 0.2719, decode.d4.loss_mask: 0.4890, decode.d4.loss_dice: 0.7467, decode.d5.loss_cls: 0.2626, decode.d5.loss_mask: 0.4890, decode.d5.loss_dice: 0.7459, decode.d6.loss_cls: 0.2569, decode.d6.loss_mask: 0.4865, decode.d6.loss_dice: 0.7444, decode.d7.loss_cls: 0.2564, decode.d7.loss_mask: 0.4875, decode.d7.loss_dice: 0.7394, decode.d8.loss_cls: 0.2541, decode.d8.loss_mask: 0.4863, decode.d8.loss_dice: 0.7434, loss: 17.0013 2022-04-27 04:45:04,231 - mmseg - INFO - Iter [92950/160000] lr: 6.017e-07, eta: 20:17:22, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2292, decode.loss_mask: 0.4685, decode.loss_dice: 0.7404, decode.d0.loss_cls: 1.9857, decode.d0.loss_mask: 0.5075, decode.d0.loss_dice: 0.8565, decode.d1.loss_cls: 0.3311, decode.d1.loss_mask: 0.4818, decode.d1.loss_dice: 0.7864, decode.d2.loss_cls: 0.2801, decode.d2.loss_mask: 0.4741, decode.d2.loss_dice: 0.7600, decode.d3.loss_cls: 0.2551, decode.d3.loss_mask: 0.4713, decode.d3.loss_dice: 0.7500, decode.d4.loss_cls: 0.2529, decode.d4.loss_mask: 0.4694, decode.d4.loss_dice: 0.7476, decode.d5.loss_cls: 0.2468, decode.d5.loss_mask: 0.4689, decode.d5.loss_dice: 0.7450, decode.d6.loss_cls: 0.2416, decode.d6.loss_mask: 0.4699, decode.d6.loss_dice: 0.7424, decode.d7.loss_cls: 0.2364, decode.d7.loss_mask: 0.4699, decode.d7.loss_dice: 0.7434, decode.d8.loss_cls: 0.2285, decode.d8.loss_mask: 0.4691, decode.d8.loss_dice: 0.7422, loss: 16.6518 2022-04-27 04:45:57,807 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 04:45:57,809 - mmseg - INFO - Iter [93000/160000] lr: 6.012e-07, eta: 20:16:26, time: 1.072, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2414, decode.loss_mask: 0.4835, decode.loss_dice: 0.7530, decode.d0.loss_cls: 1.9736, decode.d0.loss_mask: 0.5314, decode.d0.loss_dice: 0.8741, decode.d1.loss_cls: 0.3485, decode.d1.loss_mask: 0.5002, decode.d1.loss_dice: 0.8007, decode.d2.loss_cls: 0.2914, decode.d2.loss_mask: 0.4929, decode.d2.loss_dice: 0.7725, decode.d3.loss_cls: 0.2690, decode.d3.loss_mask: 0.4875, decode.d3.loss_dice: 0.7602, decode.d4.loss_cls: 0.2623, decode.d4.loss_mask: 0.4847, decode.d4.loss_dice: 0.7542, decode.d5.loss_cls: 0.2539, decode.d5.loss_mask: 0.4849, decode.d5.loss_dice: 0.7554, decode.d6.loss_cls: 0.2465, decode.d6.loss_mask: 0.4847, decode.d6.loss_dice: 0.7562, decode.d7.loss_cls: 0.2507, decode.d7.loss_mask: 0.4834, decode.d7.loss_dice: 0.7529, decode.d8.loss_cls: 0.2466, decode.d8.loss_mask: 0.4832, decode.d8.loss_dice: 0.7569, loss: 17.0362 2022-04-27 04:46:50,863 - mmseg - INFO - Iter [93050/160000] lr: 6.008e-07, eta: 20:15:31, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2494, decode.loss_mask: 0.4899, decode.loss_dice: 0.7573, decode.d0.loss_cls: 1.9685, decode.d0.loss_mask: 0.5366, decode.d0.loss_dice: 0.8780, decode.d1.loss_cls: 0.3578, decode.d1.loss_mask: 0.5072, decode.d1.loss_dice: 0.8084, decode.d2.loss_cls: 0.2959, decode.d2.loss_mask: 0.4971, decode.d2.loss_dice: 0.7823, decode.d3.loss_cls: 0.2660, decode.d3.loss_mask: 0.4934, decode.d3.loss_dice: 0.7655, decode.d4.loss_cls: 0.2640, decode.d4.loss_mask: 0.4939, decode.d4.loss_dice: 0.7668, decode.d5.loss_cls: 0.2591, decode.d5.loss_mask: 0.4937, decode.d5.loss_dice: 0.7659, decode.d6.loss_cls: 0.2539, decode.d6.loss_mask: 0.4916, decode.d6.loss_dice: 0.7600, decode.d7.loss_cls: 0.2549, decode.d7.loss_mask: 0.4920, decode.d7.loss_dice: 0.7648, decode.d8.loss_cls: 0.2494, decode.d8.loss_mask: 0.4908, decode.d8.loss_dice: 0.7607, loss: 17.2148 2022-04-27 04:47:43,616 - mmseg - INFO - Iter [93100/160000] lr: 6.004e-07, eta: 20:14:35, time: 1.055, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2494, decode.loss_mask: 0.4883, decode.loss_dice: 0.7498, decode.d0.loss_cls: 1.9453, decode.d0.loss_mask: 0.5306, decode.d0.loss_dice: 0.8697, decode.d1.loss_cls: 0.3370, decode.d1.loss_mask: 0.5039, decode.d1.loss_dice: 0.7976, decode.d2.loss_cls: 0.3000, decode.d2.loss_mask: 0.4928, decode.d2.loss_dice: 0.7748, decode.d3.loss_cls: 0.2737, decode.d3.loss_mask: 0.4874, decode.d3.loss_dice: 0.7576, decode.d4.loss_cls: 0.2663, decode.d4.loss_mask: 0.4881, decode.d4.loss_dice: 0.7569, decode.d5.loss_cls: 0.2558, decode.d5.loss_mask: 0.4890, decode.d5.loss_dice: 0.7603, decode.d6.loss_cls: 0.2570, decode.d6.loss_mask: 0.4870, decode.d6.loss_dice: 0.7554, decode.d7.loss_cls: 0.2543, decode.d7.loss_mask: 0.4882, decode.d7.loss_dice: 0.7539, decode.d8.loss_cls: 0.2450, decode.d8.loss_mask: 0.4881, decode.d8.loss_dice: 0.7491, loss: 17.0526 2022-04-27 04:48:36,262 - mmseg - INFO - Iter [93150/160000] lr: 5.999e-07, eta: 20:13:39, time: 1.053, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2550, decode.loss_mask: 0.5039, decode.loss_dice: 0.7503, decode.d0.loss_cls: 1.9798, decode.d0.loss_mask: 0.5479, decode.d0.loss_dice: 0.8623, decode.d1.loss_cls: 0.3322, decode.d1.loss_mask: 0.5226, decode.d1.loss_dice: 0.8018, decode.d2.loss_cls: 0.2976, decode.d2.loss_mask: 0.5106, decode.d2.loss_dice: 0.7711, decode.d3.loss_cls: 0.2753, decode.d3.loss_mask: 0.5079, decode.d3.loss_dice: 0.7602, decode.d4.loss_cls: 0.2583, decode.d4.loss_mask: 0.5063, decode.d4.loss_dice: 0.7601, decode.d5.loss_cls: 0.2517, decode.d5.loss_mask: 0.5055, decode.d5.loss_dice: 0.7595, decode.d6.loss_cls: 0.2513, decode.d6.loss_mask: 0.5056, decode.d6.loss_dice: 0.7506, decode.d7.loss_cls: 0.2541, decode.d7.loss_mask: 0.5064, decode.d7.loss_dice: 0.7572, decode.d8.loss_cls: 0.2541, decode.d8.loss_mask: 0.5047, decode.d8.loss_dice: 0.7543, loss: 17.2580 2022-04-27 04:49:28,822 - mmseg - INFO - Iter [93200/160000] lr: 5.995e-07, eta: 20:12:44, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2509, decode.loss_mask: 0.4778, decode.loss_dice: 0.7548, decode.d0.loss_cls: 1.9926, decode.d0.loss_mask: 0.5233, decode.d0.loss_dice: 0.8721, decode.d1.loss_cls: 0.3412, decode.d1.loss_mask: 0.4968, decode.d1.loss_dice: 0.8069, decode.d2.loss_cls: 0.2974, decode.d2.loss_mask: 0.4869, decode.d2.loss_dice: 0.7760, decode.d3.loss_cls: 0.2676, decode.d3.loss_mask: 0.4814, decode.d3.loss_dice: 0.7616, decode.d4.loss_cls: 0.2557, decode.d4.loss_mask: 0.4823, decode.d4.loss_dice: 0.7607, decode.d5.loss_cls: 0.2590, decode.d5.loss_mask: 0.4788, decode.d5.loss_dice: 0.7575, decode.d6.loss_cls: 0.2532, decode.d6.loss_mask: 0.4792, decode.d6.loss_dice: 0.7526, decode.d7.loss_cls: 0.2462, decode.d7.loss_mask: 0.4784, decode.d7.loss_dice: 0.7564, decode.d8.loss_cls: 0.2531, decode.d8.loss_mask: 0.4784, decode.d8.loss_dice: 0.7539, loss: 17.0328 2022-04-27 04:50:21,599 - mmseg - INFO - Iter [93250/160000] lr: 5.990e-07, eta: 20:11:48, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2647, decode.loss_mask: 0.4749, decode.loss_dice: 0.7427, decode.d0.loss_cls: 1.9656, decode.d0.loss_mask: 0.5220, decode.d0.loss_dice: 0.8629, decode.d1.loss_cls: 0.3407, decode.d1.loss_mask: 0.4904, decode.d1.loss_dice: 0.7858, decode.d2.loss_cls: 0.2950, decode.d2.loss_mask: 0.4847, decode.d2.loss_dice: 0.7659, decode.d3.loss_cls: 0.2732, decode.d3.loss_mask: 0.4783, decode.d3.loss_dice: 0.7477, decode.d4.loss_cls: 0.2688, decode.d4.loss_mask: 0.4790, decode.d4.loss_dice: 0.7482, decode.d5.loss_cls: 0.2661, decode.d5.loss_mask: 0.4784, decode.d5.loss_dice: 0.7495, decode.d6.loss_cls: 0.2694, decode.d6.loss_mask: 0.4763, decode.d6.loss_dice: 0.7455, decode.d7.loss_cls: 0.2693, decode.d7.loss_mask: 0.4741, decode.d7.loss_dice: 0.7474, decode.d8.loss_cls: 0.2653, decode.d8.loss_mask: 0.4754, decode.d8.loss_dice: 0.7430, loss: 16.9501 2022-04-27 04:51:14,601 - mmseg - INFO - Iter [93300/160000] lr: 5.986e-07, eta: 20:10:52, time: 1.060, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2763, decode.loss_mask: 0.4769, decode.loss_dice: 0.7482, decode.d0.loss_cls: 1.9510, decode.d0.loss_mask: 0.5287, decode.d0.loss_dice: 0.8697, decode.d1.loss_cls: 0.3573, decode.d1.loss_mask: 0.4977, decode.d1.loss_dice: 0.7930, decode.d2.loss_cls: 0.3173, decode.d2.loss_mask: 0.4874, decode.d2.loss_dice: 0.7694, decode.d3.loss_cls: 0.2989, decode.d3.loss_mask: 0.4811, decode.d3.loss_dice: 0.7532, decode.d4.loss_cls: 0.2916, decode.d4.loss_mask: 0.4796, decode.d4.loss_dice: 0.7499, decode.d5.loss_cls: 0.2807, decode.d5.loss_mask: 0.4789, decode.d5.loss_dice: 0.7515, decode.d6.loss_cls: 0.2775, decode.d6.loss_mask: 0.4783, decode.d6.loss_dice: 0.7465, decode.d7.loss_cls: 0.2760, decode.d7.loss_mask: 0.4788, decode.d7.loss_dice: 0.7501, decode.d8.loss_cls: 0.2756, decode.d8.loss_mask: 0.4780, decode.d8.loss_dice: 0.7489, loss: 17.1480 2022-04-27 04:52:07,726 - mmseg - INFO - Iter [93350/160000] lr: 5.981e-07, eta: 20:09:57, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2650, decode.loss_mask: 0.4605, decode.loss_dice: 0.7530, decode.d0.loss_cls: 2.0062, decode.d0.loss_mask: 0.5090, decode.d0.loss_dice: 0.8804, decode.d1.loss_cls: 0.3539, decode.d1.loss_mask: 0.4810, decode.d1.loss_dice: 0.8082, decode.d2.loss_cls: 0.3066, decode.d2.loss_mask: 0.4714, decode.d2.loss_dice: 0.7768, decode.d3.loss_cls: 0.2844, decode.d3.loss_mask: 0.4653, decode.d3.loss_dice: 0.7582, decode.d4.loss_cls: 0.2787, decode.d4.loss_mask: 0.4643, decode.d4.loss_dice: 0.7604, decode.d5.loss_cls: 0.2688, decode.d5.loss_mask: 0.4648, decode.d5.loss_dice: 0.7617, decode.d6.loss_cls: 0.2664, decode.d6.loss_mask: 0.4630, decode.d6.loss_dice: 0.7523, decode.d7.loss_cls: 0.2632, decode.d7.loss_mask: 0.4625, decode.d7.loss_dice: 0.7541, decode.d8.loss_cls: 0.2629, decode.d8.loss_mask: 0.4608, decode.d8.loss_dice: 0.7542, loss: 17.0177 2022-04-27 04:53:01,097 - mmseg - INFO - Iter [93400/160000] lr: 5.977e-07, eta: 20:09:02, time: 1.067, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2508, decode.loss_mask: 0.4700, decode.loss_dice: 0.7428, decode.d0.loss_cls: 1.9813, decode.d0.loss_mask: 0.5175, decode.d0.loss_dice: 0.8596, decode.d1.loss_cls: 0.3457, decode.d1.loss_mask: 0.4913, decode.d1.loss_dice: 0.7900, decode.d2.loss_cls: 0.2931, decode.d2.loss_mask: 0.4815, decode.d2.loss_dice: 0.7625, decode.d3.loss_cls: 0.2649, decode.d3.loss_mask: 0.4754, decode.d3.loss_dice: 0.7474, decode.d4.loss_cls: 0.2592, decode.d4.loss_mask: 0.4747, decode.d4.loss_dice: 0.7523, decode.d5.loss_cls: 0.2529, decode.d5.loss_mask: 0.4721, decode.d5.loss_dice: 0.7486, decode.d6.loss_cls: 0.2503, decode.d6.loss_mask: 0.4716, decode.d6.loss_dice: 0.7428, decode.d7.loss_cls: 0.2507, decode.d7.loss_mask: 0.4726, decode.d7.loss_dice: 0.7453, decode.d8.loss_cls: 0.2447, decode.d8.loss_mask: 0.4714, decode.d8.loss_dice: 0.7449, loss: 16.8280 2022-04-27 04:53:53,705 - mmseg - INFO - Iter [93450/160000] lr: 5.972e-07, eta: 20:08:06, time: 1.052, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2399, decode.loss_mask: 0.4771, decode.loss_dice: 0.7343, decode.d0.loss_cls: 1.9228, decode.d0.loss_mask: 0.5241, decode.d0.loss_dice: 0.8366, decode.d1.loss_cls: 0.3348, decode.d1.loss_mask: 0.4948, decode.d1.loss_dice: 0.7737, decode.d2.loss_cls: 0.2975, decode.d2.loss_mask: 0.4838, decode.d2.loss_dice: 0.7511, decode.d3.loss_cls: 0.2738, decode.d3.loss_mask: 0.4800, decode.d3.loss_dice: 0.7395, decode.d4.loss_cls: 0.2579, decode.d4.loss_mask: 0.4775, decode.d4.loss_dice: 0.7393, decode.d5.loss_cls: 0.2548, decode.d5.loss_mask: 0.4791, decode.d5.loss_dice: 0.7337, decode.d6.loss_cls: 0.2474, decode.d6.loss_mask: 0.4769, decode.d6.loss_dice: 0.7329, decode.d7.loss_cls: 0.2435, decode.d7.loss_mask: 0.4764, decode.d7.loss_dice: 0.7308, decode.d8.loss_cls: 0.2419, decode.d8.loss_mask: 0.4778, decode.d8.loss_dice: 0.7362, loss: 16.6700 2022-04-27 04:54:49,612 - mmseg - INFO - Iter [93500/160000] lr: 5.968e-07, eta: 20:07:13, time: 1.118, data_time: 0.066, memory: 64049, decode.loss_cls: 0.2318, decode.loss_mask: 0.4952, decode.loss_dice: 0.7380, decode.d0.loss_cls: 1.9589, decode.d0.loss_mask: 0.5466, decode.d0.loss_dice: 0.8512, decode.d1.loss_cls: 0.3486, decode.d1.loss_mask: 0.5146, decode.d1.loss_dice: 0.7781, decode.d2.loss_cls: 0.2780, decode.d2.loss_mask: 0.5036, decode.d2.loss_dice: 0.7599, decode.d3.loss_cls: 0.2677, decode.d3.loss_mask: 0.4973, decode.d3.loss_dice: 0.7404, decode.d4.loss_cls: 0.2507, decode.d4.loss_mask: 0.4949, decode.d4.loss_dice: 0.7431, decode.d5.loss_cls: 0.2457, decode.d5.loss_mask: 0.4975, decode.d5.loss_dice: 0.7443, decode.d6.loss_cls: 0.2380, decode.d6.loss_mask: 0.4956, decode.d6.loss_dice: 0.7413, decode.d7.loss_cls: 0.2339, decode.d7.loss_mask: 0.4934, decode.d7.loss_dice: 0.7381, decode.d8.loss_cls: 0.2353, decode.d8.loss_mask: 0.4929, decode.d8.loss_dice: 0.7377, loss: 16.8924 2022-04-27 04:55:42,250 - mmseg - INFO - Iter [93550/160000] lr: 5.963e-07, eta: 20:06:17, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2619, decode.loss_mask: 0.4751, decode.loss_dice: 0.7587, decode.d0.loss_cls: 1.9228, decode.d0.loss_mask: 0.5149, decode.d0.loss_dice: 0.8670, decode.d1.loss_cls: 0.3601, decode.d1.loss_mask: 0.4906, decode.d1.loss_dice: 0.8001, decode.d2.loss_cls: 0.3084, decode.d2.loss_mask: 0.4846, decode.d2.loss_dice: 0.7761, decode.d3.loss_cls: 0.2790, decode.d3.loss_mask: 0.4778, decode.d3.loss_dice: 0.7637, decode.d4.loss_cls: 0.2796, decode.d4.loss_mask: 0.4755, decode.d4.loss_dice: 0.7632, decode.d5.loss_cls: 0.2662, decode.d5.loss_mask: 0.4771, decode.d5.loss_dice: 0.7640, decode.d6.loss_cls: 0.2708, decode.d6.loss_mask: 0.4756, decode.d6.loss_dice: 0.7603, decode.d7.loss_cls: 0.2670, decode.d7.loss_mask: 0.4750, decode.d7.loss_dice: 0.7599, decode.d8.loss_cls: 0.2671, decode.d8.loss_mask: 0.4744, decode.d8.loss_dice: 0.7587, loss: 17.0752 2022-04-27 04:56:35,027 - mmseg - INFO - Iter [93600/160000] lr: 5.959e-07, eta: 20:05:21, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2364, decode.loss_mask: 0.4663, decode.loss_dice: 0.7334, decode.d0.loss_cls: 1.9101, decode.d0.loss_mask: 0.5119, decode.d0.loss_dice: 0.8453, decode.d1.loss_cls: 0.3218, decode.d1.loss_mask: 0.4860, decode.d1.loss_dice: 0.7761, decode.d2.loss_cls: 0.2770, decode.d2.loss_mask: 0.4763, decode.d2.loss_dice: 0.7536, decode.d3.loss_cls: 0.2554, decode.d3.loss_mask: 0.4709, decode.d3.loss_dice: 0.7392, decode.d4.loss_cls: 0.2526, decode.d4.loss_mask: 0.4680, decode.d4.loss_dice: 0.7367, decode.d5.loss_cls: 0.2449, decode.d5.loss_mask: 0.4682, decode.d5.loss_dice: 0.7363, decode.d6.loss_cls: 0.2464, decode.d6.loss_mask: 0.4670, decode.d6.loss_dice: 0.7278, decode.d7.loss_cls: 0.2345, decode.d7.loss_mask: 0.4662, decode.d7.loss_dice: 0.7318, decode.d8.loss_cls: 0.2354, decode.d8.loss_mask: 0.4655, decode.d8.loss_dice: 0.7311, loss: 16.4723 2022-04-27 04:57:27,016 - mmseg - INFO - Iter [93650/160000] lr: 5.954e-07, eta: 20:04:25, time: 1.040, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2374, decode.loss_mask: 0.4674, decode.loss_dice: 0.7421, decode.d0.loss_cls: 1.9549, decode.d0.loss_mask: 0.5127, decode.d0.loss_dice: 0.8670, decode.d1.loss_cls: 0.3241, decode.d1.loss_mask: 0.4860, decode.d1.loss_dice: 0.7966, decode.d2.loss_cls: 0.2873, decode.d2.loss_mask: 0.4735, decode.d2.loss_dice: 0.7680, decode.d3.loss_cls: 0.2606, decode.d3.loss_mask: 0.4717, decode.d3.loss_dice: 0.7570, decode.d4.loss_cls: 0.2538, decode.d4.loss_mask: 0.4698, decode.d4.loss_dice: 0.7535, decode.d5.loss_cls: 0.2441, decode.d5.loss_mask: 0.4701, decode.d5.loss_dice: 0.7552, decode.d6.loss_cls: 0.2390, decode.d6.loss_mask: 0.4675, decode.d6.loss_dice: 0.7454, decode.d7.loss_cls: 0.2348, decode.d7.loss_mask: 0.4662, decode.d7.loss_dice: 0.7438, decode.d8.loss_cls: 0.2365, decode.d8.loss_mask: 0.4666, decode.d8.loss_dice: 0.7431, loss: 16.6955 2022-04-27 04:58:19,478 - mmseg - INFO - Iter [93700/160000] lr: 5.950e-07, eta: 20:03:29, time: 1.049, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2757, decode.loss_mask: 0.4690, decode.loss_dice: 0.7343, decode.d0.loss_cls: 1.9451, decode.d0.loss_mask: 0.5177, decode.d0.loss_dice: 0.8536, decode.d1.loss_cls: 0.3651, decode.d1.loss_mask: 0.4885, decode.d1.loss_dice: 0.7761, decode.d2.loss_cls: 0.3147, decode.d2.loss_mask: 0.4769, decode.d2.loss_dice: 0.7573, decode.d3.loss_cls: 0.2940, decode.d3.loss_mask: 0.4708, decode.d3.loss_dice: 0.7451, decode.d4.loss_cls: 0.2826, decode.d4.loss_mask: 0.4717, decode.d4.loss_dice: 0.7457, decode.d5.loss_cls: 0.2810, decode.d5.loss_mask: 0.4705, decode.d5.loss_dice: 0.7446, decode.d6.loss_cls: 0.2716, decode.d6.loss_mask: 0.4697, decode.d6.loss_dice: 0.7407, decode.d7.loss_cls: 0.2724, decode.d7.loss_mask: 0.4685, decode.d7.loss_dice: 0.7375, decode.d8.loss_cls: 0.2737, decode.d8.loss_mask: 0.4710, decode.d8.loss_dice: 0.7383, loss: 16.9233 2022-04-27 04:59:12,217 - mmseg - INFO - Iter [93750/160000] lr: 5.945e-07, eta: 20:02:33, time: 1.055, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2490, decode.loss_mask: 0.4882, decode.loss_dice: 0.7612, decode.d0.loss_cls: 1.9615, decode.d0.loss_mask: 0.5345, decode.d0.loss_dice: 0.8772, decode.d1.loss_cls: 0.3414, decode.d1.loss_mask: 0.5086, decode.d1.loss_dice: 0.8071, decode.d2.loss_cls: 0.2952, decode.d2.loss_mask: 0.5000, decode.d2.loss_dice: 0.7868, decode.d3.loss_cls: 0.2697, decode.d3.loss_mask: 0.4928, decode.d3.loss_dice: 0.7696, decode.d4.loss_cls: 0.2555, decode.d4.loss_mask: 0.4929, decode.d4.loss_dice: 0.7720, decode.d5.loss_cls: 0.2574, decode.d5.loss_mask: 0.4921, decode.d5.loss_dice: 0.7660, decode.d6.loss_cls: 0.2540, decode.d6.loss_mask: 0.4894, decode.d6.loss_dice: 0.7581, decode.d7.loss_cls: 0.2534, decode.d7.loss_mask: 0.4869, decode.d7.loss_dice: 0.7604, decode.d8.loss_cls: 0.2511, decode.d8.loss_mask: 0.4866, decode.d8.loss_dice: 0.7596, loss: 17.1781 2022-04-27 05:00:05,179 - mmseg - INFO - Iter [93800/160000] lr: 5.941e-07, eta: 20:01:38, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2272, decode.loss_mask: 0.4771, decode.loss_dice: 0.7425, decode.d0.loss_cls: 1.9161, decode.d0.loss_mask: 0.5176, decode.d0.loss_dice: 0.8551, decode.d1.loss_cls: 0.3054, decode.d1.loss_mask: 0.4981, decode.d1.loss_dice: 0.7896, decode.d2.loss_cls: 0.2662, decode.d2.loss_mask: 0.4875, decode.d2.loss_dice: 0.7648, decode.d3.loss_cls: 0.2507, decode.d3.loss_mask: 0.4807, decode.d3.loss_dice: 0.7518, decode.d4.loss_cls: 0.2400, decode.d4.loss_mask: 0.4807, decode.d4.loss_dice: 0.7508, decode.d5.loss_cls: 0.2360, decode.d5.loss_mask: 0.4793, decode.d5.loss_dice: 0.7514, decode.d6.loss_cls: 0.2303, decode.d6.loss_mask: 0.4790, decode.d6.loss_dice: 0.7442, decode.d7.loss_cls: 0.2313, decode.d7.loss_mask: 0.4799, decode.d7.loss_dice: 0.7469, decode.d8.loss_cls: 0.2293, decode.d8.loss_mask: 0.4771, decode.d8.loss_dice: 0.7441, loss: 16.6305 2022-04-27 05:00:58,517 - mmseg - INFO - Iter [93850/160000] lr: 5.936e-07, eta: 20:00:43, time: 1.067, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2238, decode.loss_mask: 0.4695, decode.loss_dice: 0.7445, decode.d0.loss_cls: 1.9592, decode.d0.loss_mask: 0.5135, decode.d0.loss_dice: 0.8559, decode.d1.loss_cls: 0.3194, decode.d1.loss_mask: 0.4896, decode.d1.loss_dice: 0.7812, decode.d2.loss_cls: 0.2722, decode.d2.loss_mask: 0.4753, decode.d2.loss_dice: 0.7652, decode.d3.loss_cls: 0.2548, decode.d3.loss_mask: 0.4698, decode.d3.loss_dice: 0.7527, decode.d4.loss_cls: 0.2391, decode.d4.loss_mask: 0.4704, decode.d4.loss_dice: 0.7487, decode.d5.loss_cls: 0.2367, decode.d5.loss_mask: 0.4701, decode.d5.loss_dice: 0.7529, decode.d6.loss_cls: 0.2315, decode.d6.loss_mask: 0.4703, decode.d6.loss_dice: 0.7419, decode.d7.loss_cls: 0.2313, decode.d7.loss_mask: 0.4704, decode.d7.loss_dice: 0.7422, decode.d8.loss_cls: 0.2164, decode.d8.loss_mask: 0.4699, decode.d8.loss_dice: 0.7427, loss: 16.5813 2022-04-27 05:01:51,040 - mmseg - INFO - Iter [93900/160000] lr: 5.932e-07, eta: 19:59:47, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2497, decode.loss_mask: 0.4536, decode.loss_dice: 0.7592, decode.d0.loss_cls: 1.9335, decode.d0.loss_mask: 0.4986, decode.d0.loss_dice: 0.8729, decode.d1.loss_cls: 0.3387, decode.d1.loss_mask: 0.4728, decode.d1.loss_dice: 0.8045, decode.d2.loss_cls: 0.2936, decode.d2.loss_mask: 0.4617, decode.d2.loss_dice: 0.7800, decode.d3.loss_cls: 0.2716, decode.d3.loss_mask: 0.4591, decode.d3.loss_dice: 0.7666, decode.d4.loss_cls: 0.2628, decode.d4.loss_mask: 0.4590, decode.d4.loss_dice: 0.7686, decode.d5.loss_cls: 0.2602, decode.d5.loss_mask: 0.4562, decode.d5.loss_dice: 0.7659, decode.d6.loss_cls: 0.2543, decode.d6.loss_mask: 0.4560, decode.d6.loss_dice: 0.7579, decode.d7.loss_cls: 0.2566, decode.d7.loss_mask: 0.4544, decode.d7.loss_dice: 0.7584, decode.d8.loss_cls: 0.2533, decode.d8.loss_mask: 0.4550, decode.d8.loss_dice: 0.7594, loss: 16.7944 2022-04-27 05:02:43,439 - mmseg - INFO - Iter [93950/160000] lr: 5.927e-07, eta: 19:58:51, time: 1.048, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2535, decode.loss_mask: 0.4849, decode.loss_dice: 0.7448, decode.d0.loss_cls: 1.9590, decode.d0.loss_mask: 0.5287, decode.d0.loss_dice: 0.8571, decode.d1.loss_cls: 0.3485, decode.d1.loss_mask: 0.5031, decode.d1.loss_dice: 0.7897, decode.d2.loss_cls: 0.2925, decode.d2.loss_mask: 0.4927, decode.d2.loss_dice: 0.7641, decode.d3.loss_cls: 0.2766, decode.d3.loss_mask: 0.4872, decode.d3.loss_dice: 0.7479, decode.d4.loss_cls: 0.2652, decode.d4.loss_mask: 0.4858, decode.d4.loss_dice: 0.7492, decode.d5.loss_cls: 0.2548, decode.d5.loss_mask: 0.4858, decode.d5.loss_dice: 0.7481, decode.d6.loss_cls: 0.2550, decode.d6.loss_mask: 0.4872, decode.d6.loss_dice: 0.7429, decode.d7.loss_cls: 0.2484, decode.d7.loss_mask: 0.4864, decode.d7.loss_dice: 0.7429, decode.d8.loss_cls: 0.2505, decode.d8.loss_mask: 0.4851, decode.d8.loss_dice: 0.7448, loss: 16.9622 2022-04-27 05:03:36,299 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 05:03:36,302 - mmseg - INFO - Iter [94000/160000] lr: 5.923e-07, eta: 19:57:55, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2307, decode.loss_mask: 0.4871, decode.loss_dice: 0.7365, decode.d0.loss_cls: 1.9117, decode.d0.loss_mask: 0.5344, decode.d0.loss_dice: 0.8531, decode.d1.loss_cls: 0.3378, decode.d1.loss_mask: 0.5091, decode.d1.loss_dice: 0.7837, decode.d2.loss_cls: 0.2783, decode.d2.loss_mask: 0.4991, decode.d2.loss_dice: 0.7603, decode.d3.loss_cls: 0.2554, decode.d3.loss_mask: 0.4934, decode.d3.loss_dice: 0.7470, decode.d4.loss_cls: 0.2473, decode.d4.loss_mask: 0.4927, decode.d4.loss_dice: 0.7479, decode.d5.loss_cls: 0.2406, decode.d5.loss_mask: 0.4883, decode.d5.loss_dice: 0.7457, decode.d6.loss_cls: 0.2364, decode.d6.loss_mask: 0.4895, decode.d6.loss_dice: 0.7398, decode.d7.loss_cls: 0.2301, decode.d7.loss_mask: 0.4885, decode.d7.loss_dice: 0.7425, decode.d8.loss_cls: 0.2346, decode.d8.loss_mask: 0.4881, decode.d8.loss_dice: 0.7393, loss: 16.7691 2022-04-27 05:04:29,084 - mmseg - INFO - Iter [94050/160000] lr: 5.918e-07, eta: 19:57:00, time: 1.055, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2555, decode.loss_mask: 0.4856, decode.loss_dice: 0.7516, decode.d0.loss_cls: 1.9746, decode.d0.loss_mask: 0.5310, decode.d0.loss_dice: 0.8636, decode.d1.loss_cls: 0.3499, decode.d1.loss_mask: 0.5028, decode.d1.loss_dice: 0.7985, decode.d2.loss_cls: 0.3017, decode.d2.loss_mask: 0.4929, decode.d2.loss_dice: 0.7756, decode.d3.loss_cls: 0.2810, decode.d3.loss_mask: 0.4904, decode.d3.loss_dice: 0.7569, decode.d4.loss_cls: 0.2772, decode.d4.loss_mask: 0.4898, decode.d4.loss_dice: 0.7617, decode.d5.loss_cls: 0.2625, decode.d5.loss_mask: 0.4872, decode.d5.loss_dice: 0.7585, decode.d6.loss_cls: 0.2567, decode.d6.loss_mask: 0.4877, decode.d6.loss_dice: 0.7570, decode.d7.loss_cls: 0.2614, decode.d7.loss_mask: 0.4876, decode.d7.loss_dice: 0.7589, decode.d8.loss_cls: 0.2606, decode.d8.loss_mask: 0.4835, decode.d8.loss_dice: 0.7514, loss: 17.1535 2022-04-27 05:05:22,053 - mmseg - INFO - Iter [94100/160000] lr: 5.914e-07, eta: 19:56:04, time: 1.060, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2772, decode.loss_mask: 0.4919, decode.loss_dice: 0.7770, decode.d0.loss_cls: 2.0390, decode.d0.loss_mask: 0.5408, decode.d0.loss_dice: 0.9106, decode.d1.loss_cls: 0.3857, decode.d1.loss_mask: 0.5120, decode.d1.loss_dice: 0.8226, decode.d2.loss_cls: 0.3234, decode.d2.loss_mask: 0.4993, decode.d2.loss_dice: 0.7975, decode.d3.loss_cls: 0.3007, decode.d3.loss_mask: 0.4946, decode.d3.loss_dice: 0.7858, decode.d4.loss_cls: 0.2904, decode.d4.loss_mask: 0.4925, decode.d4.loss_dice: 0.7851, decode.d5.loss_cls: 0.2892, decode.d5.loss_mask: 0.4943, decode.d5.loss_dice: 0.7842, decode.d6.loss_cls: 0.2832, decode.d6.loss_mask: 0.4921, decode.d6.loss_dice: 0.7800, decode.d7.loss_cls: 0.2791, decode.d7.loss_mask: 0.4923, decode.d7.loss_dice: 0.7796, decode.d8.loss_cls: 0.2772, decode.d8.loss_mask: 0.4918, decode.d8.loss_dice: 0.7779, loss: 17.7469 2022-04-27 05:06:15,496 - mmseg - INFO - Iter [94150/160000] lr: 5.909e-07, eta: 19:55:09, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2560, decode.loss_mask: 0.4564, decode.loss_dice: 0.7476, decode.d0.loss_cls: 1.9886, decode.d0.loss_mask: 0.5060, decode.d0.loss_dice: 0.8792, decode.d1.loss_cls: 0.3526, decode.d1.loss_mask: 0.4738, decode.d1.loss_dice: 0.7961, decode.d2.loss_cls: 0.2962, decode.d2.loss_mask: 0.4645, decode.d2.loss_dice: 0.7798, decode.d3.loss_cls: 0.2765, decode.d3.loss_mask: 0.4614, decode.d3.loss_dice: 0.7587, decode.d4.loss_cls: 0.2744, decode.d4.loss_mask: 0.4574, decode.d4.loss_dice: 0.7578, decode.d5.loss_cls: 0.2619, decode.d5.loss_mask: 0.4582, decode.d5.loss_dice: 0.7587, decode.d6.loss_cls: 0.2531, decode.d6.loss_mask: 0.4570, decode.d6.loss_dice: 0.7505, decode.d7.loss_cls: 0.2565, decode.d7.loss_mask: 0.4555, decode.d7.loss_dice: 0.7522, decode.d8.loss_cls: 0.2571, decode.d8.loss_mask: 0.4561, decode.d8.loss_dice: 0.7532, loss: 16.8531 2022-04-27 05:07:08,637 - mmseg - INFO - Iter [94200/160000] lr: 5.905e-07, eta: 19:54:14, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2511, decode.loss_mask: 0.4812, decode.loss_dice: 0.7506, decode.d0.loss_cls: 2.0070, decode.d0.loss_mask: 0.5278, decode.d0.loss_dice: 0.8677, decode.d1.loss_cls: 0.3397, decode.d1.loss_mask: 0.4993, decode.d1.loss_dice: 0.8029, decode.d2.loss_cls: 0.2934, decode.d2.loss_mask: 0.4901, decode.d2.loss_dice: 0.7759, decode.d3.loss_cls: 0.2710, decode.d3.loss_mask: 0.4890, decode.d3.loss_dice: 0.7603, decode.d4.loss_cls: 0.2651, decode.d4.loss_mask: 0.4862, decode.d4.loss_dice: 0.7599, decode.d5.loss_cls: 0.2586, decode.d5.loss_mask: 0.4851, decode.d5.loss_dice: 0.7569, decode.d6.loss_cls: 0.2567, decode.d6.loss_mask: 0.4825, decode.d6.loss_dice: 0.7522, decode.d7.loss_cls: 0.2480, decode.d7.loss_mask: 0.4826, decode.d7.loss_dice: 0.7539, decode.d8.loss_cls: 0.2510, decode.d8.loss_mask: 0.4809, decode.d8.loss_dice: 0.7533, loss: 17.0801 2022-04-27 05:08:01,742 - mmseg - INFO - Iter [94250/160000] lr: 5.900e-07, eta: 19:53:18, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2412, decode.loss_mask: 0.4750, decode.loss_dice: 0.7271, decode.d0.loss_cls: 1.9870, decode.d0.loss_mask: 0.5188, decode.d0.loss_dice: 0.8475, decode.d1.loss_cls: 0.3312, decode.d1.loss_mask: 0.4919, decode.d1.loss_dice: 0.7753, decode.d2.loss_cls: 0.2797, decode.d2.loss_mask: 0.4871, decode.d2.loss_dice: 0.7520, decode.d3.loss_cls: 0.2669, decode.d3.loss_mask: 0.4801, decode.d3.loss_dice: 0.7362, decode.d4.loss_cls: 0.2525, decode.d4.loss_mask: 0.4789, decode.d4.loss_dice: 0.7348, decode.d5.loss_cls: 0.2456, decode.d5.loss_mask: 0.4789, decode.d5.loss_dice: 0.7320, decode.d6.loss_cls: 0.2442, decode.d6.loss_mask: 0.4787, decode.d6.loss_dice: 0.7261, decode.d7.loss_cls: 0.2473, decode.d7.loss_mask: 0.4774, decode.d7.loss_dice: 0.7265, decode.d8.loss_cls: 0.2366, decode.d8.loss_mask: 0.4756, decode.d8.loss_dice: 0.7259, loss: 16.6579 2022-04-27 05:08:54,218 - mmseg - INFO - Iter [94300/160000] lr: 5.896e-07, eta: 19:52:23, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2432, decode.loss_mask: 0.4608, decode.loss_dice: 0.7226, decode.d0.loss_cls: 1.9826, decode.d0.loss_mask: 0.5050, decode.d0.loss_dice: 0.8367, decode.d1.loss_cls: 0.3315, decode.d1.loss_mask: 0.4804, decode.d1.loss_dice: 0.7697, decode.d2.loss_cls: 0.2869, decode.d2.loss_mask: 0.4746, decode.d2.loss_dice: 0.7512, decode.d3.loss_cls: 0.2565, decode.d3.loss_mask: 0.4686, decode.d3.loss_dice: 0.7371, decode.d4.loss_cls: 0.2548, decode.d4.loss_mask: 0.4665, decode.d4.loss_dice: 0.7347, decode.d5.loss_cls: 0.2489, decode.d5.loss_mask: 0.4666, decode.d5.loss_dice: 0.7319, decode.d6.loss_cls: 0.2435, decode.d6.loss_mask: 0.4661, decode.d6.loss_dice: 0.7262, decode.d7.loss_cls: 0.2414, decode.d7.loss_mask: 0.4637, decode.d7.loss_dice: 0.7236, decode.d8.loss_cls: 0.2452, decode.d8.loss_mask: 0.4619, decode.d8.loss_dice: 0.7240, loss: 16.5063 2022-04-27 05:09:46,936 - mmseg - INFO - Iter [94350/160000] lr: 5.891e-07, eta: 19:51:27, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2513, decode.loss_mask: 0.4944, decode.loss_dice: 0.7591, decode.d0.loss_cls: 1.9909, decode.d0.loss_mask: 0.5448, decode.d0.loss_dice: 0.8795, decode.d1.loss_cls: 0.3514, decode.d1.loss_mask: 0.5138, decode.d1.loss_dice: 0.8069, decode.d2.loss_cls: 0.3029, decode.d2.loss_mask: 0.5052, decode.d2.loss_dice: 0.7848, decode.d3.loss_cls: 0.2751, decode.d3.loss_mask: 0.5012, decode.d3.loss_dice: 0.7707, decode.d4.loss_cls: 0.2604, decode.d4.loss_mask: 0.5011, decode.d4.loss_dice: 0.7710, decode.d5.loss_cls: 0.2603, decode.d5.loss_mask: 0.4995, decode.d5.loss_dice: 0.7701, decode.d6.loss_cls: 0.2508, decode.d6.loss_mask: 0.4977, decode.d6.loss_dice: 0.7612, decode.d7.loss_cls: 0.2519, decode.d7.loss_mask: 0.4955, decode.d7.loss_dice: 0.7617, decode.d8.loss_cls: 0.2531, decode.d8.loss_mask: 0.4951, decode.d8.loss_dice: 0.7575, loss: 17.3188 2022-04-27 05:10:39,060 - mmseg - INFO - Iter [94400/160000] lr: 5.887e-07, eta: 19:50:31, time: 1.042, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2479, decode.loss_mask: 0.4739, decode.loss_dice: 0.7350, decode.d0.loss_cls: 1.9875, decode.d0.loss_mask: 0.5179, decode.d0.loss_dice: 0.8471, decode.d1.loss_cls: 0.3468, decode.d1.loss_mask: 0.4890, decode.d1.loss_dice: 0.7765, decode.d2.loss_cls: 0.2957, decode.d2.loss_mask: 0.4822, decode.d2.loss_dice: 0.7597, decode.d3.loss_cls: 0.2665, decode.d3.loss_mask: 0.4786, decode.d3.loss_dice: 0.7449, decode.d4.loss_cls: 0.2557, decode.d4.loss_mask: 0.4775, decode.d4.loss_dice: 0.7446, decode.d5.loss_cls: 0.2507, decode.d5.loss_mask: 0.4765, decode.d5.loss_dice: 0.7445, decode.d6.loss_cls: 0.2506, decode.d6.loss_mask: 0.4771, decode.d6.loss_dice: 0.7392, decode.d7.loss_cls: 0.2466, decode.d7.loss_mask: 0.4751, decode.d7.loss_dice: 0.7405, decode.d8.loss_cls: 0.2457, decode.d8.loss_mask: 0.4739, decode.d8.loss_dice: 0.7372, loss: 16.7847 2022-04-27 05:11:32,140 - mmseg - INFO - Iter [94450/160000] lr: 5.882e-07, eta: 19:49:35, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2568, decode.loss_mask: 0.4773, decode.loss_dice: 0.7449, decode.d0.loss_cls: 1.9124, decode.d0.loss_mask: 0.5212, decode.d0.loss_dice: 0.8607, decode.d1.loss_cls: 0.3623, decode.d1.loss_mask: 0.4961, decode.d1.loss_dice: 0.7924, decode.d2.loss_cls: 0.2968, decode.d2.loss_mask: 0.4848, decode.d2.loss_dice: 0.7684, decode.d3.loss_cls: 0.2711, decode.d3.loss_mask: 0.4789, decode.d3.loss_dice: 0.7549, decode.d4.loss_cls: 0.2742, decode.d4.loss_mask: 0.4807, decode.d4.loss_dice: 0.7557, decode.d5.loss_cls: 0.2617, decode.d5.loss_mask: 0.4789, decode.d5.loss_dice: 0.7522, decode.d6.loss_cls: 0.2612, decode.d6.loss_mask: 0.4782, decode.d6.loss_dice: 0.7468, decode.d7.loss_cls: 0.2600, decode.d7.loss_mask: 0.4765, decode.d7.loss_dice: 0.7530, decode.d8.loss_cls: 0.2546, decode.d8.loss_mask: 0.4772, decode.d8.loss_dice: 0.7483, loss: 16.9383 2022-04-27 05:12:24,398 - mmseg - INFO - Iter [94500/160000] lr: 5.878e-07, eta: 19:48:39, time: 1.045, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2230, decode.loss_mask: 0.4957, decode.loss_dice: 0.7432, decode.d0.loss_cls: 1.9099, decode.d0.loss_mask: 0.5441, decode.d0.loss_dice: 0.8565, decode.d1.loss_cls: 0.3124, decode.d1.loss_mask: 0.5103, decode.d1.loss_dice: 0.7920, decode.d2.loss_cls: 0.2711, decode.d2.loss_mask: 0.5021, decode.d2.loss_dice: 0.7735, decode.d3.loss_cls: 0.2480, decode.d3.loss_mask: 0.4959, decode.d3.loss_dice: 0.7556, decode.d4.loss_cls: 0.2373, decode.d4.loss_mask: 0.4955, decode.d4.loss_dice: 0.7585, decode.d5.loss_cls: 0.2303, decode.d5.loss_mask: 0.4951, decode.d5.loss_dice: 0.7538, decode.d6.loss_cls: 0.2260, decode.d6.loss_mask: 0.4958, decode.d6.loss_dice: 0.7457, decode.d7.loss_cls: 0.2247, decode.d7.loss_mask: 0.4936, decode.d7.loss_dice: 0.7454, decode.d8.loss_cls: 0.2261, decode.d8.loss_mask: 0.4951, decode.d8.loss_dice: 0.7413, loss: 16.7976 2022-04-27 05:13:17,453 - mmseg - INFO - Iter [94550/160000] lr: 5.873e-07, eta: 19:47:44, time: 1.061, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2367, decode.loss_mask: 0.4696, decode.loss_dice: 0.7082, decode.d0.loss_cls: 1.8909, decode.d0.loss_mask: 0.5132, decode.d0.loss_dice: 0.8207, decode.d1.loss_cls: 0.3228, decode.d1.loss_mask: 0.4876, decode.d1.loss_dice: 0.7496, decode.d2.loss_cls: 0.2776, decode.d2.loss_mask: 0.4821, decode.d2.loss_dice: 0.7329, decode.d3.loss_cls: 0.2540, decode.d3.loss_mask: 0.4761, decode.d3.loss_dice: 0.7150, decode.d4.loss_cls: 0.2462, decode.d4.loss_mask: 0.4752, decode.d4.loss_dice: 0.7145, decode.d5.loss_cls: 0.2451, decode.d5.loss_mask: 0.4746, decode.d5.loss_dice: 0.7122, decode.d6.loss_cls: 0.2410, decode.d6.loss_mask: 0.4732, decode.d6.loss_dice: 0.7083, decode.d7.loss_cls: 0.2359, decode.d7.loss_mask: 0.4724, decode.d7.loss_dice: 0.7119, decode.d8.loss_cls: 0.2303, decode.d8.loss_mask: 0.4716, decode.d8.loss_dice: 0.7072, loss: 16.2565 2022-04-27 05:14:09,870 - mmseg - INFO - Iter [94600/160000] lr: 5.869e-07, eta: 19:46:48, time: 1.048, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2416, decode.loss_mask: 0.4850, decode.loss_dice: 0.7543, decode.d0.loss_cls: 1.9415, decode.d0.loss_mask: 0.5266, decode.d0.loss_dice: 0.8642, decode.d1.loss_cls: 0.3464, decode.d1.loss_mask: 0.4970, decode.d1.loss_dice: 0.7933, decode.d2.loss_cls: 0.2992, decode.d2.loss_mask: 0.4906, decode.d2.loss_dice: 0.7707, decode.d3.loss_cls: 0.2655, decode.d3.loss_mask: 0.4875, decode.d3.loss_dice: 0.7638, decode.d4.loss_cls: 0.2570, decode.d4.loss_mask: 0.4842, decode.d4.loss_dice: 0.7577, decode.d5.loss_cls: 0.2530, decode.d5.loss_mask: 0.4839, decode.d5.loss_dice: 0.7581, decode.d6.loss_cls: 0.2443, decode.d6.loss_mask: 0.4847, decode.d6.loss_dice: 0.7548, decode.d7.loss_cls: 0.2408, decode.d7.loss_mask: 0.4861, decode.d7.loss_dice: 0.7582, decode.d8.loss_cls: 0.2404, decode.d8.loss_mask: 0.4852, decode.d8.loss_dice: 0.7555, loss: 16.9709 2022-04-27 05:15:02,383 - mmseg - INFO - Iter [94650/160000] lr: 5.864e-07, eta: 19:45:52, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2566, decode.loss_mask: 0.4771, decode.loss_dice: 0.7641, decode.d0.loss_cls: 1.9735, decode.d0.loss_mask: 0.5240, decode.d0.loss_dice: 0.8860, decode.d1.loss_cls: 0.3547, decode.d1.loss_mask: 0.4971, decode.d1.loss_dice: 0.8108, decode.d2.loss_cls: 0.3014, decode.d2.loss_mask: 0.4863, decode.d2.loss_dice: 0.7901, decode.d3.loss_cls: 0.2732, decode.d3.loss_mask: 0.4793, decode.d3.loss_dice: 0.7778, decode.d4.loss_cls: 0.2639, decode.d4.loss_mask: 0.4796, decode.d4.loss_dice: 0.7759, decode.d5.loss_cls: 0.2584, decode.d5.loss_mask: 0.4804, decode.d5.loss_dice: 0.7709, decode.d6.loss_cls: 0.2575, decode.d6.loss_mask: 0.4793, decode.d6.loss_dice: 0.7645, decode.d7.loss_cls: 0.2562, decode.d7.loss_mask: 0.4779, decode.d7.loss_dice: 0.7663, decode.d8.loss_cls: 0.2558, decode.d8.loss_mask: 0.4774, decode.d8.loss_dice: 0.7663, loss: 17.1823 2022-04-27 05:15:54,421 - mmseg - INFO - Iter [94700/160000] lr: 5.860e-07, eta: 19:44:56, time: 1.040, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2431, decode.loss_mask: 0.4749, decode.loss_dice: 0.7429, decode.d0.loss_cls: 2.0319, decode.d0.loss_mask: 0.5177, decode.d0.loss_dice: 0.8693, decode.d1.loss_cls: 0.3546, decode.d1.loss_mask: 0.4929, decode.d1.loss_dice: 0.7872, decode.d2.loss_cls: 0.2948, decode.d2.loss_mask: 0.4825, decode.d2.loss_dice: 0.7662, decode.d3.loss_cls: 0.2803, decode.d3.loss_mask: 0.4758, decode.d3.loss_dice: 0.7443, decode.d4.loss_cls: 0.2603, decode.d4.loss_mask: 0.4761, decode.d4.loss_dice: 0.7436, decode.d5.loss_cls: 0.2505, decode.d5.loss_mask: 0.4758, decode.d5.loss_dice: 0.7458, decode.d6.loss_cls: 0.2478, decode.d6.loss_mask: 0.4729, decode.d6.loss_dice: 0.7448, decode.d7.loss_cls: 0.2465, decode.d7.loss_mask: 0.4743, decode.d7.loss_dice: 0.7429, decode.d8.loss_cls: 0.2453, decode.d8.loss_mask: 0.4723, decode.d8.loss_dice: 0.7380, loss: 16.8951 2022-04-27 05:16:49,668 - mmseg - INFO - Iter [94750/160000] lr: 5.855e-07, eta: 19:44:02, time: 1.106, data_time: 0.064, memory: 64049, decode.loss_cls: 0.2690, decode.loss_mask: 0.4684, decode.loss_dice: 0.7533, decode.d0.loss_cls: 1.9580, decode.d0.loss_mask: 0.5104, decode.d0.loss_dice: 0.8638, decode.d1.loss_cls: 0.3672, decode.d1.loss_mask: 0.4832, decode.d1.loss_dice: 0.8010, decode.d2.loss_cls: 0.3126, decode.d2.loss_mask: 0.4758, decode.d2.loss_dice: 0.7724, decode.d3.loss_cls: 0.2887, decode.d3.loss_mask: 0.4709, decode.d3.loss_dice: 0.7577, decode.d4.loss_cls: 0.2782, decode.d4.loss_mask: 0.4692, decode.d4.loss_dice: 0.7599, decode.d5.loss_cls: 0.2726, decode.d5.loss_mask: 0.4698, decode.d5.loss_dice: 0.7563, decode.d6.loss_cls: 0.2689, decode.d6.loss_mask: 0.4692, decode.d6.loss_dice: 0.7581, decode.d7.loss_cls: 0.2662, decode.d7.loss_mask: 0.4687, decode.d7.loss_dice: 0.7539, decode.d8.loss_cls: 0.2653, decode.d8.loss_mask: 0.4687, decode.d8.loss_dice: 0.7552, loss: 17.0325 2022-04-27 05:17:42,553 - mmseg - INFO - Iter [94800/160000] lr: 5.851e-07, eta: 19:43:07, time: 1.058, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2515, decode.loss_mask: 0.4666, decode.loss_dice: 0.7220, decode.d0.loss_cls: 1.9666, decode.d0.loss_mask: 0.5151, decode.d0.loss_dice: 0.8358, decode.d1.loss_cls: 0.3363, decode.d1.loss_mask: 0.4843, decode.d1.loss_dice: 0.7679, decode.d2.loss_cls: 0.2919, decode.d2.loss_mask: 0.4762, decode.d2.loss_dice: 0.7528, decode.d3.loss_cls: 0.2762, decode.d3.loss_mask: 0.4715, decode.d3.loss_dice: 0.7332, decode.d4.loss_cls: 0.2743, decode.d4.loss_mask: 0.4680, decode.d4.loss_dice: 0.7317, decode.d5.loss_cls: 0.2559, decode.d5.loss_mask: 0.4682, decode.d5.loss_dice: 0.7296, decode.d6.loss_cls: 0.2501, decode.d6.loss_mask: 0.4670, decode.d6.loss_dice: 0.7217, decode.d7.loss_cls: 0.2456, decode.d7.loss_mask: 0.4670, decode.d7.loss_dice: 0.7235, decode.d8.loss_cls: 0.2450, decode.d8.loss_mask: 0.4670, decode.d8.loss_dice: 0.7256, loss: 16.5879 2022-04-27 05:18:35,499 - mmseg - INFO - Iter [94850/160000] lr: 5.846e-07, eta: 19:42:12, time: 1.059, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2438, decode.loss_mask: 0.4820, decode.loss_dice: 0.7429, decode.d0.loss_cls: 1.9313, decode.d0.loss_mask: 0.5178, decode.d0.loss_dice: 0.8519, decode.d1.loss_cls: 0.3250, decode.d1.loss_mask: 0.4943, decode.d1.loss_dice: 0.7913, decode.d2.loss_cls: 0.2725, decode.d2.loss_mask: 0.4859, decode.d2.loss_dice: 0.7667, decode.d3.loss_cls: 0.2637, decode.d3.loss_mask: 0.4834, decode.d3.loss_dice: 0.7459, decode.d4.loss_cls: 0.2571, decode.d4.loss_mask: 0.4843, decode.d4.loss_dice: 0.7486, decode.d5.loss_cls: 0.2450, decode.d5.loss_mask: 0.4861, decode.d5.loss_dice: 0.7438, decode.d6.loss_cls: 0.2440, decode.d6.loss_mask: 0.4825, decode.d6.loss_dice: 0.7436, decode.d7.loss_cls: 0.2429, decode.d7.loss_mask: 0.4822, decode.d7.loss_dice: 0.7414, decode.d8.loss_cls: 0.2412, decode.d8.loss_mask: 0.4834, decode.d8.loss_dice: 0.7421, loss: 16.7665 2022-04-27 05:19:28,217 - mmseg - INFO - Iter [94900/160000] lr: 5.842e-07, eta: 19:41:16, time: 1.054, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2185, decode.loss_mask: 0.4686, decode.loss_dice: 0.7227, decode.d0.loss_cls: 1.9217, decode.d0.loss_mask: 0.5163, decode.d0.loss_dice: 0.8425, decode.d1.loss_cls: 0.3170, decode.d1.loss_mask: 0.4864, decode.d1.loss_dice: 0.7679, decode.d2.loss_cls: 0.2650, decode.d2.loss_mask: 0.4790, decode.d2.loss_dice: 0.7488, decode.d3.loss_cls: 0.2422, decode.d3.loss_mask: 0.4730, decode.d3.loss_dice: 0.7343, decode.d4.loss_cls: 0.2270, decode.d4.loss_mask: 0.4710, decode.d4.loss_dice: 0.7308, decode.d5.loss_cls: 0.2247, decode.d5.loss_mask: 0.4708, decode.d5.loss_dice: 0.7256, decode.d6.loss_cls: 0.2186, decode.d6.loss_mask: 0.4699, decode.d6.loss_dice: 0.7252, decode.d7.loss_cls: 0.2174, decode.d7.loss_mask: 0.4695, decode.d7.loss_dice: 0.7258, decode.d8.loss_cls: 0.2127, decode.d8.loss_mask: 0.4701, decode.d8.loss_dice: 0.7231, loss: 16.2862 2022-04-27 05:20:21,751 - mmseg - INFO - Iter [94950/160000] lr: 5.837e-07, eta: 19:40:21, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2288, decode.loss_mask: 0.4811, decode.loss_dice: 0.7269, decode.d0.loss_cls: 1.9321, decode.d0.loss_mask: 0.5305, decode.d0.loss_dice: 0.8476, decode.d1.loss_cls: 0.3307, decode.d1.loss_mask: 0.5045, decode.d1.loss_dice: 0.7775, decode.d2.loss_cls: 0.2711, decode.d2.loss_mask: 0.4936, decode.d2.loss_dice: 0.7510, decode.d3.loss_cls: 0.2477, decode.d3.loss_mask: 0.4866, decode.d3.loss_dice: 0.7411, decode.d4.loss_cls: 0.2396, decode.d4.loss_mask: 0.4856, decode.d4.loss_dice: 0.7383, decode.d5.loss_cls: 0.2327, decode.d5.loss_mask: 0.4828, decode.d5.loss_dice: 0.7343, decode.d6.loss_cls: 0.2298, decode.d6.loss_mask: 0.4808, decode.d6.loss_dice: 0.7287, decode.d7.loss_cls: 0.2273, decode.d7.loss_mask: 0.4820, decode.d7.loss_dice: 0.7329, decode.d8.loss_cls: 0.2256, decode.d8.loss_mask: 0.4816, decode.d8.loss_dice: 0.7279, loss: 16.5807 2022-04-27 05:21:15,235 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 05:21:15,239 - mmseg - INFO - Iter [95000/160000] lr: 5.833e-07, eta: 19:39:26, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2816, decode.loss_mask: 0.5015, decode.loss_dice: 0.7880, decode.d0.loss_cls: 1.9726, decode.d0.loss_mask: 0.5470, decode.d0.loss_dice: 0.9004, decode.d1.loss_cls: 0.3646, decode.d1.loss_mask: 0.5225, decode.d1.loss_dice: 0.8368, decode.d2.loss_cls: 0.3180, decode.d2.loss_mask: 0.5102, decode.d2.loss_dice: 0.8117, decode.d3.loss_cls: 0.2962, decode.d3.loss_mask: 0.5074, decode.d3.loss_dice: 0.7994, decode.d4.loss_cls: 0.2934, decode.d4.loss_mask: 0.5050, decode.d4.loss_dice: 0.7958, decode.d5.loss_cls: 0.2848, decode.d5.loss_mask: 0.5039, decode.d5.loss_dice: 0.7935, decode.d6.loss_cls: 0.2880, decode.d6.loss_mask: 0.5015, decode.d6.loss_dice: 0.7920, decode.d7.loss_cls: 0.2804, decode.d7.loss_mask: 0.5018, decode.d7.loss_dice: 0.7886, decode.d8.loss_cls: 0.2808, decode.d8.loss_mask: 0.5022, decode.d8.loss_dice: 0.7881, loss: 17.8578 2022-04-27 05:22:08,180 - mmseg - INFO - Iter [95050/160000] lr: 5.829e-07, eta: 19:38:30, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2512, decode.loss_mask: 0.4570, decode.loss_dice: 0.7333, decode.d0.loss_cls: 1.9779, decode.d0.loss_mask: 0.5060, decode.d0.loss_dice: 0.8427, decode.d1.loss_cls: 0.3462, decode.d1.loss_mask: 0.4780, decode.d1.loss_dice: 0.7730, decode.d2.loss_cls: 0.3054, decode.d2.loss_mask: 0.4657, decode.d2.loss_dice: 0.7528, decode.d3.loss_cls: 0.2807, decode.d3.loss_mask: 0.4614, decode.d3.loss_dice: 0.7372, decode.d4.loss_cls: 0.2711, decode.d4.loss_mask: 0.4613, decode.d4.loss_dice: 0.7346, decode.d5.loss_cls: 0.2598, decode.d5.loss_mask: 0.4603, decode.d5.loss_dice: 0.7354, decode.d6.loss_cls: 0.2605, decode.d6.loss_mask: 0.4572, decode.d6.loss_dice: 0.7334, decode.d7.loss_cls: 0.2547, decode.d7.loss_mask: 0.4579, decode.d7.loss_dice: 0.7356, decode.d8.loss_cls: 0.2581, decode.d8.loss_mask: 0.4558, decode.d8.loss_dice: 0.7342, loss: 16.6385 2022-04-27 05:23:00,678 - mmseg - INFO - Iter [95100/160000] lr: 5.824e-07, eta: 19:37:35, time: 1.050, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2306, decode.loss_mask: 0.4651, decode.loss_dice: 0.7385, decode.d0.loss_cls: 1.9004, decode.d0.loss_mask: 0.5125, decode.d0.loss_dice: 0.8571, decode.d1.loss_cls: 0.3193, decode.d1.loss_mask: 0.4825, decode.d1.loss_dice: 0.7807, decode.d2.loss_cls: 0.2648, decode.d2.loss_mask: 0.4728, decode.d2.loss_dice: 0.7615, decode.d3.loss_cls: 0.2540, decode.d3.loss_mask: 0.4692, decode.d3.loss_dice: 0.7483, decode.d4.loss_cls: 0.2402, decode.d4.loss_mask: 0.4649, decode.d4.loss_dice: 0.7466, decode.d5.loss_cls: 0.2397, decode.d5.loss_mask: 0.4636, decode.d5.loss_dice: 0.7442, decode.d6.loss_cls: 0.2336, decode.d6.loss_mask: 0.4637, decode.d6.loss_dice: 0.7428, decode.d7.loss_cls: 0.2352, decode.d7.loss_mask: 0.4644, decode.d7.loss_dice: 0.7406, decode.d8.loss_cls: 0.2293, decode.d8.loss_mask: 0.4648, decode.d8.loss_dice: 0.7399, loss: 16.4708 2022-04-27 05:23:53,599 - mmseg - INFO - Iter [95150/160000] lr: 5.820e-07, eta: 19:36:39, time: 1.058, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2538, decode.loss_mask: 0.4690, decode.loss_dice: 0.7226, decode.d0.loss_cls: 2.0044, decode.d0.loss_mask: 0.5122, decode.d0.loss_dice: 0.8411, decode.d1.loss_cls: 0.3519, decode.d1.loss_mask: 0.4867, decode.d1.loss_dice: 0.7780, decode.d2.loss_cls: 0.3073, decode.d2.loss_mask: 0.4779, decode.d2.loss_dice: 0.7538, decode.d3.loss_cls: 0.2867, decode.d3.loss_mask: 0.4732, decode.d3.loss_dice: 0.7349, decode.d4.loss_cls: 0.2714, decode.d4.loss_mask: 0.4734, decode.d4.loss_dice: 0.7363, decode.d5.loss_cls: 0.2707, decode.d5.loss_mask: 0.4717, decode.d5.loss_dice: 0.7370, decode.d6.loss_cls: 0.2610, decode.d6.loss_mask: 0.4702, decode.d6.loss_dice: 0.7283, decode.d7.loss_cls: 0.2577, decode.d7.loss_mask: 0.4700, decode.d7.loss_dice: 0.7331, decode.d8.loss_cls: 0.2595, decode.d8.loss_mask: 0.4677, decode.d8.loss_dice: 0.7307, loss: 16.7923 2022-04-27 05:24:46,119 - mmseg - INFO - Iter [95200/160000] lr: 5.815e-07, eta: 19:35:43, time: 1.050, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2385, decode.loss_mask: 0.4713, decode.loss_dice: 0.7174, decode.d0.loss_cls: 1.9344, decode.d0.loss_mask: 0.5137, decode.d0.loss_dice: 0.8387, decode.d1.loss_cls: 0.3297, decode.d1.loss_mask: 0.4854, decode.d1.loss_dice: 0.7608, decode.d2.loss_cls: 0.2831, decode.d2.loss_mask: 0.4768, decode.d2.loss_dice: 0.7401, decode.d3.loss_cls: 0.2590, decode.d3.loss_mask: 0.4751, decode.d3.loss_dice: 0.7243, decode.d4.loss_cls: 0.2481, decode.d4.loss_mask: 0.4723, decode.d4.loss_dice: 0.7233, decode.d5.loss_cls: 0.2452, decode.d5.loss_mask: 0.4718, decode.d5.loss_dice: 0.7235, decode.d6.loss_cls: 0.2323, decode.d6.loss_mask: 0.4702, decode.d6.loss_dice: 0.7175, decode.d7.loss_cls: 0.2315, decode.d7.loss_mask: 0.4701, decode.d7.loss_dice: 0.7178, decode.d8.loss_cls: 0.2351, decode.d8.loss_mask: 0.4714, decode.d8.loss_dice: 0.7204, loss: 16.3986 2022-04-27 05:25:39,122 - mmseg - INFO - Iter [95250/160000] lr: 5.811e-07, eta: 19:34:48, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2525, decode.loss_mask: 0.4806, decode.loss_dice: 0.7617, decode.d0.loss_cls: 1.9777, decode.d0.loss_mask: 0.5337, decode.d0.loss_dice: 0.8872, decode.d1.loss_cls: 0.3449, decode.d1.loss_mask: 0.5009, decode.d1.loss_dice: 0.8026, decode.d2.loss_cls: 0.2949, decode.d2.loss_mask: 0.4908, decode.d2.loss_dice: 0.7814, decode.d3.loss_cls: 0.2711, decode.d3.loss_mask: 0.4863, decode.d3.loss_dice: 0.7694, decode.d4.loss_cls: 0.2624, decode.d4.loss_mask: 0.4855, decode.d4.loss_dice: 0.7670, decode.d5.loss_cls: 0.2509, decode.d5.loss_mask: 0.4849, decode.d5.loss_dice: 0.7690, decode.d6.loss_cls: 0.2513, decode.d6.loss_mask: 0.4824, decode.d6.loss_dice: 0.7651, decode.d7.loss_cls: 0.2460, decode.d7.loss_mask: 0.4828, decode.d7.loss_dice: 0.7661, decode.d8.loss_cls: 0.2471, decode.d8.loss_mask: 0.4830, decode.d8.loss_dice: 0.7638, loss: 17.1428 2022-04-27 05:26:31,134 - mmseg - INFO - Iter [95300/160000] lr: 5.806e-07, eta: 19:33:52, time: 1.040, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2399, decode.loss_mask: 0.4855, decode.loss_dice: 0.7579, decode.d0.loss_cls: 1.9246, decode.d0.loss_mask: 0.5272, decode.d0.loss_dice: 0.8692, decode.d1.loss_cls: 0.3273, decode.d1.loss_mask: 0.5035, decode.d1.loss_dice: 0.8047, decode.d2.loss_cls: 0.2820, decode.d2.loss_mask: 0.4970, decode.d2.loss_dice: 0.7847, decode.d3.loss_cls: 0.2590, decode.d3.loss_mask: 0.4926, decode.d3.loss_dice: 0.7668, decode.d4.loss_cls: 0.2578, decode.d4.loss_mask: 0.4887, decode.d4.loss_dice: 0.7658, decode.d5.loss_cls: 0.2507, decode.d5.loss_mask: 0.4864, decode.d5.loss_dice: 0.7641, decode.d6.loss_cls: 0.2480, decode.d6.loss_mask: 0.4841, decode.d6.loss_dice: 0.7567, decode.d7.loss_cls: 0.2395, decode.d7.loss_mask: 0.4839, decode.d7.loss_dice: 0.7604, decode.d8.loss_cls: 0.2442, decode.d8.loss_mask: 0.4835, decode.d8.loss_dice: 0.7596, loss: 16.9953 2022-04-27 05:27:23,830 - mmseg - INFO - Iter [95350/160000] lr: 5.802e-07, eta: 19:32:56, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2394, decode.loss_mask: 0.4695, decode.loss_dice: 0.7244, decode.d0.loss_cls: 1.9480, decode.d0.loss_mask: 0.5189, decode.d0.loss_dice: 0.8454, decode.d1.loss_cls: 0.3370, decode.d1.loss_mask: 0.4883, decode.d1.loss_dice: 0.7718, decode.d2.loss_cls: 0.2864, decode.d2.loss_mask: 0.4809, decode.d2.loss_dice: 0.7511, decode.d3.loss_cls: 0.2570, decode.d3.loss_mask: 0.4758, decode.d3.loss_dice: 0.7338, decode.d4.loss_cls: 0.2540, decode.d4.loss_mask: 0.4732, decode.d4.loss_dice: 0.7279, decode.d5.loss_cls: 0.2530, decode.d5.loss_mask: 0.4736, decode.d5.loss_dice: 0.7300, decode.d6.loss_cls: 0.2398, decode.d6.loss_mask: 0.4715, decode.d6.loss_dice: 0.7251, decode.d7.loss_cls: 0.2382, decode.d7.loss_mask: 0.4703, decode.d7.loss_dice: 0.7253, decode.d8.loss_cls: 0.2369, decode.d8.loss_mask: 0.4704, decode.d8.loss_dice: 0.7267, loss: 16.5437 2022-04-27 05:28:16,411 - mmseg - INFO - Iter [95400/160000] lr: 5.797e-07, eta: 19:32:01, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2523, decode.loss_mask: 0.5038, decode.loss_dice: 0.7601, decode.d0.loss_cls: 1.9481, decode.d0.loss_mask: 0.5503, decode.d0.loss_dice: 0.8757, decode.d1.loss_cls: 0.3386, decode.d1.loss_mask: 0.5186, decode.d1.loss_dice: 0.8078, decode.d2.loss_cls: 0.2914, decode.d2.loss_mask: 0.5102, decode.d2.loss_dice: 0.7879, decode.d3.loss_cls: 0.2700, decode.d3.loss_mask: 0.5094, decode.d3.loss_dice: 0.7647, decode.d4.loss_cls: 0.2627, decode.d4.loss_mask: 0.5072, decode.d4.loss_dice: 0.7673, decode.d5.loss_cls: 0.2580, decode.d5.loss_mask: 0.5056, decode.d5.loss_dice: 0.7663, decode.d6.loss_cls: 0.2592, decode.d6.loss_mask: 0.5046, decode.d6.loss_dice: 0.7608, decode.d7.loss_cls: 0.2538, decode.d7.loss_mask: 0.5045, decode.d7.loss_dice: 0.7640, decode.d8.loss_cls: 0.2523, decode.d8.loss_mask: 0.5033, decode.d8.loss_dice: 0.7605, loss: 17.3190 2022-04-27 05:29:08,794 - mmseg - INFO - Iter [95450/160000] lr: 5.793e-07, eta: 19:31:05, time: 1.048, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2377, decode.loss_mask: 0.4779, decode.loss_dice: 0.7483, decode.d0.loss_cls: 1.9781, decode.d0.loss_mask: 0.5287, decode.d0.loss_dice: 0.8635, decode.d1.loss_cls: 0.3308, decode.d1.loss_mask: 0.5003, decode.d1.loss_dice: 0.7975, decode.d2.loss_cls: 0.2838, decode.d2.loss_mask: 0.4894, decode.d2.loss_dice: 0.7745, decode.d3.loss_cls: 0.2619, decode.d3.loss_mask: 0.4810, decode.d3.loss_dice: 0.7606, decode.d4.loss_cls: 0.2570, decode.d4.loss_mask: 0.4800, decode.d4.loss_dice: 0.7590, decode.d5.loss_cls: 0.2454, decode.d5.loss_mask: 0.4777, decode.d5.loss_dice: 0.7581, decode.d6.loss_cls: 0.2388, decode.d6.loss_mask: 0.4777, decode.d6.loss_dice: 0.7493, decode.d7.loss_cls: 0.2393, decode.d7.loss_mask: 0.4777, decode.d7.loss_dice: 0.7457, decode.d8.loss_cls: 0.2467, decode.d8.loss_mask: 0.4766, decode.d8.loss_dice: 0.7474, loss: 16.8907 2022-04-27 05:30:02,034 - mmseg - INFO - Iter [95500/160000] lr: 5.788e-07, eta: 19:30:10, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2233, decode.loss_mask: 0.4692, decode.loss_dice: 0.7162, decode.d0.loss_cls: 1.9276, decode.d0.loss_mask: 0.5148, decode.d0.loss_dice: 0.8299, decode.d1.loss_cls: 0.3113, decode.d1.loss_mask: 0.4888, decode.d1.loss_dice: 0.7694, decode.d2.loss_cls: 0.2746, decode.d2.loss_mask: 0.4782, decode.d2.loss_dice: 0.7381, decode.d3.loss_cls: 0.2553, decode.d3.loss_mask: 0.4705, decode.d3.loss_dice: 0.7219, decode.d4.loss_cls: 0.2453, decode.d4.loss_mask: 0.4702, decode.d4.loss_dice: 0.7204, decode.d5.loss_cls: 0.2447, decode.d5.loss_mask: 0.4688, decode.d5.loss_dice: 0.7192, decode.d6.loss_cls: 0.2312, decode.d6.loss_mask: 0.4689, decode.d6.loss_dice: 0.7161, decode.d7.loss_cls: 0.2360, decode.d7.loss_mask: 0.4699, decode.d7.loss_dice: 0.7177, decode.d8.loss_cls: 0.2300, decode.d8.loss_mask: 0.4697, decode.d8.loss_dice: 0.7173, loss: 16.3145 2022-04-27 05:30:54,592 - mmseg - INFO - Iter [95550/160000] lr: 5.784e-07, eta: 19:29:14, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2341, decode.loss_mask: 0.4604, decode.loss_dice: 0.7188, decode.d0.loss_cls: 1.9540, decode.d0.loss_mask: 0.4999, decode.d0.loss_dice: 0.8362, decode.d1.loss_cls: 0.3204, decode.d1.loss_mask: 0.4778, decode.d1.loss_dice: 0.7677, decode.d2.loss_cls: 0.2776, decode.d2.loss_mask: 0.4645, decode.d2.loss_dice: 0.7441, decode.d3.loss_cls: 0.2562, decode.d3.loss_mask: 0.4653, decode.d3.loss_dice: 0.7305, decode.d4.loss_cls: 0.2417, decode.d4.loss_mask: 0.4635, decode.d4.loss_dice: 0.7244, decode.d5.loss_cls: 0.2379, decode.d5.loss_mask: 0.4616, decode.d5.loss_dice: 0.7232, decode.d6.loss_cls: 0.2330, decode.d6.loss_mask: 0.4622, decode.d6.loss_dice: 0.7210, decode.d7.loss_cls: 0.2285, decode.d7.loss_mask: 0.4623, decode.d7.loss_dice: 0.7224, decode.d8.loss_cls: 0.2283, decode.d8.loss_mask: 0.4617, decode.d8.loss_dice: 0.7228, loss: 16.3017 2022-04-27 05:31:47,518 - mmseg - INFO - Iter [95600/160000] lr: 5.779e-07, eta: 19:28:18, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2539, decode.loss_mask: 0.4771, decode.loss_dice: 0.7348, decode.d0.loss_cls: 1.9846, decode.d0.loss_mask: 0.5205, decode.d0.loss_dice: 0.8503, decode.d1.loss_cls: 0.3468, decode.d1.loss_mask: 0.4962, decode.d1.loss_dice: 0.7800, decode.d2.loss_cls: 0.2982, decode.d2.loss_mask: 0.4869, decode.d2.loss_dice: 0.7566, decode.d3.loss_cls: 0.2787, decode.d3.loss_mask: 0.4819, decode.d3.loss_dice: 0.7428, decode.d4.loss_cls: 0.2721, decode.d4.loss_mask: 0.4802, decode.d4.loss_dice: 0.7411, decode.d5.loss_cls: 0.2673, decode.d5.loss_mask: 0.4815, decode.d5.loss_dice: 0.7409, decode.d6.loss_cls: 0.2547, decode.d6.loss_mask: 0.4807, decode.d6.loss_dice: 0.7365, decode.d7.loss_cls: 0.2528, decode.d7.loss_mask: 0.4808, decode.d7.loss_dice: 0.7369, decode.d8.loss_cls: 0.2508, decode.d8.loss_mask: 0.4784, decode.d8.loss_dice: 0.7374, loss: 16.8813 2022-04-27 05:32:40,759 - mmseg - INFO - Iter [95650/160000] lr: 5.775e-07, eta: 19:27:23, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2405, decode.loss_mask: 0.4661, decode.loss_dice: 0.7427, decode.d0.loss_cls: 1.9786, decode.d0.loss_mask: 0.5087, decode.d0.loss_dice: 0.8633, decode.d1.loss_cls: 0.3388, decode.d1.loss_mask: 0.4865, decode.d1.loss_dice: 0.7925, decode.d2.loss_cls: 0.2864, decode.d2.loss_mask: 0.4762, decode.d2.loss_dice: 0.7702, decode.d3.loss_cls: 0.2610, decode.d3.loss_mask: 0.4721, decode.d3.loss_dice: 0.7508, decode.d4.loss_cls: 0.2475, decode.d4.loss_mask: 0.4711, decode.d4.loss_dice: 0.7525, decode.d5.loss_cls: 0.2459, decode.d5.loss_mask: 0.4673, decode.d5.loss_dice: 0.7508, decode.d6.loss_cls: 0.2404, decode.d6.loss_mask: 0.4656, decode.d6.loss_dice: 0.7458, decode.d7.loss_cls: 0.2353, decode.d7.loss_mask: 0.4663, decode.d7.loss_dice: 0.7463, decode.d8.loss_cls: 0.2344, decode.d8.loss_mask: 0.4653, decode.d8.loss_dice: 0.7481, loss: 16.7171 2022-04-27 05:33:33,453 - mmseg - INFO - Iter [95700/160000] lr: 5.770e-07, eta: 19:26:28, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2533, decode.loss_mask: 0.4833, decode.loss_dice: 0.7507, decode.d0.loss_cls: 1.9716, decode.d0.loss_mask: 0.5330, decode.d0.loss_dice: 0.8783, decode.d1.loss_cls: 0.3455, decode.d1.loss_mask: 0.5018, decode.d1.loss_dice: 0.8016, decode.d2.loss_cls: 0.2931, decode.d2.loss_mask: 0.4949, decode.d2.loss_dice: 0.7781, decode.d3.loss_cls: 0.2809, decode.d3.loss_mask: 0.4883, decode.d3.loss_dice: 0.7671, decode.d4.loss_cls: 0.2729, decode.d4.loss_mask: 0.4879, decode.d4.loss_dice: 0.7604, decode.d5.loss_cls: 0.2609, decode.d5.loss_mask: 0.4875, decode.d5.loss_dice: 0.7627, decode.d6.loss_cls: 0.2603, decode.d6.loss_mask: 0.4820, decode.d6.loss_dice: 0.7571, decode.d7.loss_cls: 0.2560, decode.d7.loss_mask: 0.4826, decode.d7.loss_dice: 0.7542, decode.d8.loss_cls: 0.2510, decode.d8.loss_mask: 0.4839, decode.d8.loss_dice: 0.7557, loss: 17.1363 2022-04-27 05:34:26,069 - mmseg - INFO - Iter [95750/160000] lr: 5.766e-07, eta: 19:25:32, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2503, decode.loss_mask: 0.4979, decode.loss_dice: 0.7662, decode.d0.loss_cls: 1.9496, decode.d0.loss_mask: 0.5446, decode.d0.loss_dice: 0.8824, decode.d1.loss_cls: 0.3449, decode.d1.loss_mask: 0.5163, decode.d1.loss_dice: 0.8193, decode.d2.loss_cls: 0.2897, decode.d2.loss_mask: 0.5100, decode.d2.loss_dice: 0.7935, decode.d3.loss_cls: 0.2691, decode.d3.loss_mask: 0.5015, decode.d3.loss_dice: 0.7776, decode.d4.loss_cls: 0.2640, decode.d4.loss_mask: 0.5025, decode.d4.loss_dice: 0.7784, decode.d5.loss_cls: 0.2651, decode.d5.loss_mask: 0.5006, decode.d5.loss_dice: 0.7712, decode.d6.loss_cls: 0.2532, decode.d6.loss_mask: 0.4995, decode.d6.loss_dice: 0.7683, decode.d7.loss_cls: 0.2498, decode.d7.loss_mask: 0.4996, decode.d7.loss_dice: 0.7729, decode.d8.loss_cls: 0.2536, decode.d8.loss_mask: 0.4959, decode.d8.loss_dice: 0.7661, loss: 17.3536 2022-04-27 05:35:19,345 - mmseg - INFO - Iter [95800/160000] lr: 5.761e-07, eta: 19:24:37, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2570, decode.loss_mask: 0.4780, decode.loss_dice: 0.7604, decode.d0.loss_cls: 1.9639, decode.d0.loss_mask: 0.5261, decode.d0.loss_dice: 0.8818, decode.d1.loss_cls: 0.3440, decode.d1.loss_mask: 0.5014, decode.d1.loss_dice: 0.8081, decode.d2.loss_cls: 0.2961, decode.d2.loss_mask: 0.4934, decode.d2.loss_dice: 0.7868, decode.d3.loss_cls: 0.2700, decode.d3.loss_mask: 0.4857, decode.d3.loss_dice: 0.7747, decode.d4.loss_cls: 0.2691, decode.d4.loss_mask: 0.4838, decode.d4.loss_dice: 0.7723, decode.d5.loss_cls: 0.2618, decode.d5.loss_mask: 0.4830, decode.d5.loss_dice: 0.7703, decode.d6.loss_cls: 0.2587, decode.d6.loss_mask: 0.4821, decode.d6.loss_dice: 0.7643, decode.d7.loss_cls: 0.2542, decode.d7.loss_mask: 0.4821, decode.d7.loss_dice: 0.7639, decode.d8.loss_cls: 0.2625, decode.d8.loss_mask: 0.4798, decode.d8.loss_dice: 0.7628, loss: 17.1781 2022-04-27 05:36:11,962 - mmseg - INFO - Iter [95850/160000] lr: 5.757e-07, eta: 19:23:41, time: 1.052, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2640, decode.loss_mask: 0.4868, decode.loss_dice: 0.7451, decode.d0.loss_cls: 1.9232, decode.d0.loss_mask: 0.5328, decode.d0.loss_dice: 0.8526, decode.d1.loss_cls: 0.3432, decode.d1.loss_mask: 0.5042, decode.d1.loss_dice: 0.7856, decode.d2.loss_cls: 0.3063, decode.d2.loss_mask: 0.4941, decode.d2.loss_dice: 0.7728, decode.d3.loss_cls: 0.2891, decode.d3.loss_mask: 0.4876, decode.d3.loss_dice: 0.7529, decode.d4.loss_cls: 0.2884, decode.d4.loss_mask: 0.4863, decode.d4.loss_dice: 0.7501, decode.d5.loss_cls: 0.2771, decode.d5.loss_mask: 0.4865, decode.d5.loss_dice: 0.7493, decode.d6.loss_cls: 0.2747, decode.d6.loss_mask: 0.4854, decode.d6.loss_dice: 0.7447, decode.d7.loss_cls: 0.2661, decode.d7.loss_mask: 0.4861, decode.d7.loss_dice: 0.7480, decode.d8.loss_cls: 0.2596, decode.d8.loss_mask: 0.4859, decode.d8.loss_dice: 0.7473, loss: 17.0758 2022-04-27 05:37:04,393 - mmseg - INFO - Iter [95900/160000] lr: 5.752e-07, eta: 19:22:45, time: 1.049, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2582, decode.loss_mask: 0.4737, decode.loss_dice: 0.7686, decode.d0.loss_cls: 2.0110, decode.d0.loss_mask: 0.5202, decode.d0.loss_dice: 0.8866, decode.d1.loss_cls: 0.3503, decode.d1.loss_mask: 0.4889, decode.d1.loss_dice: 0.8141, decode.d2.loss_cls: 0.3044, decode.d2.loss_mask: 0.4797, decode.d2.loss_dice: 0.7858, decode.d3.loss_cls: 0.2800, decode.d3.loss_mask: 0.4786, decode.d3.loss_dice: 0.7735, decode.d4.loss_cls: 0.2704, decode.d4.loss_mask: 0.4768, decode.d4.loss_dice: 0.7724, decode.d5.loss_cls: 0.2666, decode.d5.loss_mask: 0.4764, decode.d5.loss_dice: 0.7736, decode.d6.loss_cls: 0.2522, decode.d6.loss_mask: 0.4746, decode.d6.loss_dice: 0.7697, decode.d7.loss_cls: 0.2564, decode.d7.loss_mask: 0.4751, decode.d7.loss_dice: 0.7739, decode.d8.loss_cls: 0.2620, decode.d8.loss_mask: 0.4733, decode.d8.loss_dice: 0.7724, loss: 17.2193 2022-04-27 05:37:56,605 - mmseg - INFO - Iter [95950/160000] lr: 5.748e-07, eta: 19:21:50, time: 1.044, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2198, decode.loss_mask: 0.4599, decode.loss_dice: 0.7130, decode.d0.loss_cls: 1.8939, decode.d0.loss_mask: 0.5035, decode.d0.loss_dice: 0.8088, decode.d1.loss_cls: 0.3110, decode.d1.loss_mask: 0.4778, decode.d1.loss_dice: 0.7527, decode.d2.loss_cls: 0.2589, decode.d2.loss_mask: 0.4700, decode.d2.loss_dice: 0.7335, decode.d3.loss_cls: 0.2419, decode.d3.loss_mask: 0.4665, decode.d3.loss_dice: 0.7220, decode.d4.loss_cls: 0.2308, decode.d4.loss_mask: 0.4640, decode.d4.loss_dice: 0.7240, decode.d5.loss_cls: 0.2218, decode.d5.loss_mask: 0.4651, decode.d5.loss_dice: 0.7233, decode.d6.loss_cls: 0.2166, decode.d6.loss_mask: 0.4635, decode.d6.loss_dice: 0.7176, decode.d7.loss_cls: 0.2161, decode.d7.loss_mask: 0.4613, decode.d7.loss_dice: 0.7133, decode.d8.loss_cls: 0.2186, decode.d8.loss_mask: 0.4593, decode.d8.loss_dice: 0.7132, loss: 16.0417 2022-04-27 05:38:52,593 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 05:38:52,597 - mmseg - INFO - Iter [96000/160000] lr: 5.743e-07, eta: 19:20:56, time: 1.120, data_time: 0.063, memory: 64049, decode.loss_cls: 0.2296, decode.loss_mask: 0.4749, decode.loss_dice: 0.7421, decode.d0.loss_cls: 1.9480, decode.d0.loss_mask: 0.5163, decode.d0.loss_dice: 0.8553, decode.d1.loss_cls: 0.3243, decode.d1.loss_mask: 0.4924, decode.d1.loss_dice: 0.7925, decode.d2.loss_cls: 0.2810, decode.d2.loss_mask: 0.4807, decode.d2.loss_dice: 0.7622, decode.d3.loss_cls: 0.2515, decode.d3.loss_mask: 0.4802, decode.d3.loss_dice: 0.7517, decode.d4.loss_cls: 0.2455, decode.d4.loss_mask: 0.4775, decode.d4.loss_dice: 0.7466, decode.d5.loss_cls: 0.2381, decode.d5.loss_mask: 0.4785, decode.d5.loss_dice: 0.7512, decode.d6.loss_cls: 0.2309, decode.d6.loss_mask: 0.4783, decode.d6.loss_dice: 0.7452, decode.d7.loss_cls: 0.2330, decode.d7.loss_mask: 0.4762, decode.d7.loss_dice: 0.7474, decode.d8.loss_cls: 0.2294, decode.d8.loss_mask: 0.4751, decode.d8.loss_dice: 0.7463, loss: 16.6818 2022-04-27 05:40:15,214 - mmseg - INFO - per class results: 2022-04-27 05:40:15,224 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 81.7 | 88.27 | | building | 84.42 | 92.32 | | sky | 95.2 | 97.4 | | floor | 85.91 | 92.6 | | tree | 77.3 | 90.95 | | ceiling | 87.35 | 92.64 | | road | 87.32 | 92.65 | | bed | 91.96 | 96.86 | | windowpane | 66.75 | 81.77 | | grass | 67.81 | 77.84 | | cabinet | 64.75 | 74.75 | | sidewalk | 71.84 | 83.2 | | person | 86.49 | 94.22 | | earth | 43.43 | 57.8 | | door | 59.38 | 78.13 | | table | 70.25 | 81.61 | | mountain | 59.33 | 74.61 | | plant | 53.67 | 65.04 | | curtain | 77.68 | 88.45 | | chair | 66.75 | 76.65 | | car | 88.01 | 94.5 | | water | 62.4 | 76.61 | | painting | 76.57 | 91.38 | | sofa | 80.36 | 87.93 | | shelf | 50.34 | 67.92 | | house | 44.39 | 67.31 | | sea | 63.98 | 85.36 | | mirror | 81.28 | 90.96 | | rug | 70.03 | 77.31 | | field | 35.44 | 62.56 | | armchair | 58.24 | 80.81 | | seat | 65.96 | 87.85 | | fence | 51.34 | 70.95 | | desk | 59.72 | 81.77 | | rock | 56.79 | 82.55 | | wardrobe | 53.44 | 80.84 | | lamp | 74.32 | 84.54 | | bathtub | 80.4 | 86.68 | | railing | 41.44 | 58.74 | | cushion | 68.47 | 81.44 | | base | 49.25 | 73.52 | | box | 38.28 | 52.68 | | column | 54.93 | 68.23 | | signboard | 42.31 | 59.67 | | chest of drawers | 47.53 | 60.38 | | counter | 56.9 | 69.4 | | sand | 60.44 | 87.1 | | sink | 83.53 | 91.06 | | skyscraper | 46.67 | 57.25 | | fireplace | 85.56 | 94.9 | | refrigerator | 80.71 | 86.73 | | grandstand | 50.37 | 84.46 | | path | 21.13 | 29.44 | | stairs | 26.14 | 29.69 | | runway | 75.04 | 94.91 | | case | 67.2 | 88.04 | | pool table | 94.82 | 97.58 | | pillow | 62.01 | 70.74 | | screen door | 71.52 | 82.74 | | stairway | 43.79 | 66.81 | | river | 22.5 | 40.89 | | bridge | 78.08 | 90.31 | | bookcase | 43.57 | 62.74 | | blind | 45.59 | 53.21 | | coffee table | 69.21 | 87.31 | | toilet | 90.14 | 93.07 | | flower | 47.04 | 66.7 | | book | 58.02 | 80.28 | | hill | 5.77 | 11.94 | | bench | 59.78 | 75.43 | | countertop | 67.29 | 85.05 | | stove | 86.88 | 91.88 | | palm | 58.74 | 84.58 | | kitchen island | 54.67 | 82.12 | | computer | 82.72 | 92.34 | | swivel chair | 53.01 | 81.59 | | boat | 79.64 | 92.3 | | bar | 58.48 | 71.97 | | arcade machine | 74.8 | 84.59 | | hovel | 14.11 | 15.21 | | bus | 93.45 | 96.17 | | towel | 79.15 | 89.4 | | light | 62.36 | 75.97 | | truck | 47.66 | 68.68 | | tower | 19.32 | 33.27 | | chandelier | 74.91 | 87.42 | | awning | 41.92 | 52.5 | | streetlight | 46.51 | 65.01 | | booth | 41.27 | 77.05 | | television receiver | 84.4 | 92.01 | | airplane | 71.93 | 78.59 | | dirt track | 14.19 | 56.98 | | apparel | 39.5 | 63.19 | | pole | 36.68 | 58.8 | | land | 4.08 | 5.3 | | bannister | 22.8 | 33.02 | | escalator | 57.42 | 76.5 | | ottoman | 48.03 | 73.6 | | bottle | 43.38 | 57.82 | | buffet | 49.01 | 70.6 | | poster | 24.84 | 36.13 | | stage | 18.44 | 41.6 | | van | 46.78 | 58.76 | | ship | 77.5 | 85.3 | | fountain | 49.92 | 51.44 | | conveyer belt | 82.21 | 96.35 | | canopy | 42.14 | 68.84 | | washer | 90.78 | 93.31 | | plaything | 28.51 | 49.92 | | swimming pool | 56.5 | 75.0 | | stool | 60.79 | 77.56 | | barrel | 87.66 | 97.66 | | basket | 44.21 | 60.33 | | waterfall | 43.89 | 49.84 | | tent | 92.82 | 98.12 | | bag | 23.5 | 28.16 | | minibike | 77.52 | 91.81 | | cradle | 86.47 | 97.51 | | oven | 66.83 | 84.74 | | ball | 57.24 | 62.31 | | food | 64.32 | 76.16 | | step | 18.38 | 24.53 | | tank | 60.24 | 65.59 | | trade name | 19.72 | 21.82 | | microwave | 89.07 | 95.16 | | pot | 58.6 | 69.5 | | animal | 56.06 | 57.25 | | bicycle | 60.72 | 79.91 | | lake | 63.47 | 63.72 | | dishwasher | 72.49 | 88.8 | | screen | 63.66 | 90.87 | | blanket | 28.08 | 36.85 | | sculpture | 69.71 | 88.05 | | hood | 66.62 | 77.83 | | sconce | 62.52 | 76.01 | | vase | 51.94 | 72.53 | | traffic light | 50.14 | 70.62 | | tray | 31.12 | 41.68 | | ashcan | 53.08 | 73.35 | | fan | 73.22 | 86.75 | | pier | 27.38 | 42.01 | | crt screen | 1.12 | 3.26 | | plate | 63.4 | 75.78 | | monitor | 9.84 | 11.43 | | bulletin board | 52.87 | 64.44 | | shower | 11.36 | 28.99 | | radiator | 72.45 | 89.67 | | glass | 24.98 | 27.35 | | clock | 59.24 | 73.6 | | flag | 72.28 | 85.01 | +---------------------+-------+-------+ 2022-04-27 05:40:15,224 - mmseg - INFO - Summary: 2022-04-27 05:40:15,224 - mmseg - INFO - +-------+-------+------+ | aAcc | mIoU | mAcc | +-------+-------+------+ | 86.02 | 57.97 | 71.6 | +-------+-------+------+ 2022-04-27 05:40:15,231 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 05:40:15,231 - mmseg - INFO - Iter(val) [250] aAcc: 0.8602, mIoU: 0.5797, mAcc: 0.7160, IoU.wall: 0.8170, IoU.building: 0.8442, IoU.sky: 0.9520, IoU.floor: 0.8591, IoU.tree: 0.7730, IoU.ceiling: 0.8735, IoU.road: 0.8732, IoU.bed : 0.9196, IoU.windowpane: 0.6675, IoU.grass: 0.6781, IoU.cabinet: 0.6475, IoU.sidewalk: 0.7184, IoU.person: 0.8649, IoU.earth: 0.4343, IoU.door: 0.5938, IoU.table: 0.7025, IoU.mountain: 0.5933, IoU.plant: 0.5367, IoU.curtain: 0.7768, IoU.chair: 0.6675, IoU.car: 0.8801, IoU.water: 0.6240, IoU.painting: 0.7657, IoU.sofa: 0.8036, IoU.shelf: 0.5034, IoU.house: 0.4439, IoU.sea: 0.6398, IoU.mirror: 0.8128, IoU.rug: 0.7003, IoU.field: 0.3544, IoU.armchair: 0.5824, IoU.seat: 0.6596, IoU.fence: 0.5134, IoU.desk: 0.5972, IoU.rock: 0.5679, IoU.wardrobe: 0.5344, IoU.lamp: 0.7432, IoU.bathtub: 0.8040, IoU.railing: 0.4144, IoU.cushion: 0.6847, IoU.base: 0.4925, IoU.box: 0.3828, IoU.column: 0.5493, IoU.signboard: 0.4231, IoU.chest of drawers: 0.4753, IoU.counter: 0.5690, IoU.sand: 0.6044, IoU.sink: 0.8353, IoU.skyscraper: 0.4667, IoU.fireplace: 0.8556, IoU.refrigerator: 0.8071, IoU.grandstand: 0.5037, IoU.path: 0.2113, IoU.stairs: 0.2614, IoU.runway: 0.7504, IoU.case: 0.6720, IoU.pool table: 0.9482, IoU.pillow: 0.6201, IoU.screen door: 0.7152, IoU.stairway: 0.4379, IoU.river: 0.2250, IoU.bridge: 0.7808, IoU.bookcase: 0.4357, IoU.blind: 0.4559, IoU.coffee table: 0.6921, IoU.toilet: 0.9014, IoU.flower: 0.4704, IoU.book: 0.5802, IoU.hill: 0.0577, IoU.bench: 0.5978, IoU.countertop: 0.6729, IoU.stove: 0.8688, IoU.palm: 0.5874, IoU.kitchen island: 0.5467, IoU.computer: 0.8272, IoU.swivel chair: 0.5301, IoU.boat: 0.7964, IoU.bar: 0.5848, IoU.arcade machine: 0.7480, IoU.hovel: 0.1411, IoU.bus: 0.9345, IoU.towel: 0.7915, IoU.light: 0.6236, IoU.truck: 0.4766, IoU.tower: 0.1932, IoU.chandelier: 0.7491, IoU.awning: 0.4192, IoU.streetlight: 0.4651, IoU.booth: 0.4127, IoU.television receiver: 0.8440, IoU.airplane: 0.7193, IoU.dirt track: 0.1419, IoU.apparel: 0.3950, IoU.pole: 0.3668, IoU.land: 0.0408, IoU.bannister: 0.2280, IoU.escalator: 0.5742, IoU.ottoman: 0.4803, IoU.bottle: 0.4338, IoU.buffet: 0.4901, IoU.poster: 0.2484, IoU.stage: 0.1844, IoU.van: 0.4678, IoU.ship: 0.7750, IoU.fountain: 0.4992, IoU.conveyer belt: 0.8221, IoU.canopy: 0.4214, IoU.washer: 0.9078, IoU.plaything: 0.2851, IoU.swimming pool: 0.5650, IoU.stool: 0.6079, IoU.barrel: 0.8766, IoU.basket: 0.4421, IoU.waterfall: 0.4389, IoU.tent: 0.9282, IoU.bag: 0.2350, IoU.minibike: 0.7752, IoU.cradle: 0.8647, IoU.oven: 0.6683, IoU.ball: 0.5724, IoU.food: 0.6432, IoU.step: 0.1838, IoU.tank: 0.6024, IoU.trade name: 0.1972, IoU.microwave: 0.8907, IoU.pot: 0.5860, IoU.animal: 0.5606, IoU.bicycle: 0.6072, IoU.lake: 0.6347, IoU.dishwasher: 0.7249, IoU.screen: 0.6366, IoU.blanket: 0.2808, IoU.sculpture: 0.6971, IoU.hood: 0.6662, IoU.sconce: 0.6252, IoU.vase: 0.5194, IoU.traffic light: 0.5014, IoU.tray: 0.3112, IoU.ashcan: 0.5308, IoU.fan: 0.7322, IoU.pier: 0.2738, IoU.crt screen: 0.0112, IoU.plate: 0.6340, IoU.monitor: 0.0984, IoU.bulletin board: 0.5287, IoU.shower: 0.1136, IoU.radiator: 0.7245, IoU.glass: 0.2498, IoU.clock: 0.5924, IoU.flag: 0.7228, Acc.wall: 0.8827, Acc.building: 0.9232, Acc.sky: 0.9740, Acc.floor: 0.9260, Acc.tree: 0.9095, Acc.ceiling: 0.9264, Acc.road: 0.9265, Acc.bed : 0.9686, Acc.windowpane: 0.8177, Acc.grass: 0.7784, Acc.cabinet: 0.7475, Acc.sidewalk: 0.8320, Acc.person: 0.9422, Acc.earth: 0.5780, Acc.door: 0.7813, Acc.table: 0.8161, Acc.mountain: 0.7461, Acc.plant: 0.6504, Acc.curtain: 0.8845, Acc.chair: 0.7665, Acc.car: 0.9450, Acc.water: 0.7661, Acc.painting: 0.9138, Acc.sofa: 0.8793, Acc.shelf: 0.6792, Acc.house: 0.6731, Acc.sea: 0.8536, Acc.mirror: 0.9096, Acc.rug: 0.7731, Acc.field: 0.6256, Acc.armchair: 0.8081, Acc.seat: 0.8785, Acc.fence: 0.7095, Acc.desk: 0.8177, Acc.rock: 0.8255, Acc.wardrobe: 0.8084, Acc.lamp: 0.8454, Acc.bathtub: 0.8668, Acc.railing: 0.5874, Acc.cushion: 0.8144, Acc.base: 0.7352, Acc.box: 0.5268, Acc.column: 0.6823, Acc.signboard: 0.5967, Acc.chest of drawers: 0.6038, Acc.counter: 0.6940, Acc.sand: 0.8710, Acc.sink: 0.9106, Acc.skyscraper: 0.5725, Acc.fireplace: 0.9490, Acc.refrigerator: 0.8673, Acc.grandstand: 0.8446, Acc.path: 0.2944, Acc.stairs: 0.2969, Acc.runway: 0.9491, Acc.case: 0.8804, Acc.pool table: 0.9758, Acc.pillow: 0.7074, Acc.screen door: 0.8274, Acc.stairway: 0.6681, Acc.river: 0.4089, Acc.bridge: 0.9031, Acc.bookcase: 0.6274, Acc.blind: 0.5321, Acc.coffee table: 0.8731, Acc.toilet: 0.9307, Acc.flower: 0.6670, Acc.book: 0.8028, Acc.hill: 0.1194, Acc.bench: 0.7543, Acc.countertop: 0.8505, Acc.stove: 0.9188, Acc.palm: 0.8458, Acc.kitchen island: 0.8212, Acc.computer: 0.9234, Acc.swivel chair: 0.8159, Acc.boat: 0.9230, Acc.bar: 0.7197, Acc.arcade machine: 0.8459, Acc.hovel: 0.1521, Acc.bus: 0.9617, Acc.towel: 0.8940, Acc.light: 0.7597, Acc.truck: 0.6868, Acc.tower: 0.3327, Acc.chandelier: 0.8742, Acc.awning: 0.5250, Acc.streetlight: 0.6501, Acc.booth: 0.7705, Acc.television receiver: 0.9201, Acc.airplane: 0.7859, Acc.dirt track: 0.5698, Acc.apparel: 0.6319, Acc.pole: 0.5880, Acc.land: 0.0530, Acc.bannister: 0.3302, Acc.escalator: 0.7650, Acc.ottoman: 0.7360, Acc.bottle: 0.5782, Acc.buffet: 0.7060, Acc.poster: 0.3613, Acc.stage: 0.4160, Acc.van: 0.5876, Acc.ship: 0.8530, Acc.fountain: 0.5144, Acc.conveyer belt: 0.9635, Acc.canopy: 0.6884, Acc.washer: 0.9331, Acc.plaything: 0.4992, Acc.swimming pool: 0.7500, Acc.stool: 0.7756, Acc.barrel: 0.9766, Acc.basket: 0.6033, Acc.waterfall: 0.4984, Acc.tent: 0.9812, Acc.bag: 0.2816, Acc.minibike: 0.9181, Acc.cradle: 0.9751, Acc.oven: 0.8474, Acc.ball: 0.6231, Acc.food: 0.7616, Acc.step: 0.2453, Acc.tank: 0.6559, Acc.trade name: 0.2182, Acc.microwave: 0.9516, Acc.pot: 0.6950, Acc.animal: 0.5725, Acc.bicycle: 0.7991, Acc.lake: 0.6372, Acc.dishwasher: 0.8880, Acc.screen: 0.9087, Acc.blanket: 0.3685, Acc.sculpture: 0.8805, Acc.hood: 0.7783, Acc.sconce: 0.7601, Acc.vase: 0.7253, Acc.traffic light: 0.7062, Acc.tray: 0.4168, Acc.ashcan: 0.7335, Acc.fan: 0.8675, Acc.pier: 0.4201, Acc.crt screen: 0.0326, Acc.plate: 0.7578, Acc.monitor: 0.1143, Acc.bulletin board: 0.6444, Acc.shower: 0.2899, Acc.radiator: 0.8967, Acc.glass: 0.2735, Acc.clock: 0.7360, Acc.flag: 0.8501 2022-04-27 05:41:07,676 - mmseg - INFO - Iter [96050/160000] lr: 5.739e-07, eta: 19:20:55, time: 2.701, data_time: 1.668, memory: 64049, decode.loss_cls: 0.2388, decode.loss_mask: 0.4855, decode.loss_dice: 0.7457, decode.d0.loss_cls: 1.9555, decode.d0.loss_mask: 0.5401, decode.d0.loss_dice: 0.8720, decode.d1.loss_cls: 0.3444, decode.d1.loss_mask: 0.5104, decode.d1.loss_dice: 0.7889, decode.d2.loss_cls: 0.2822, decode.d2.loss_mask: 0.4996, decode.d2.loss_dice: 0.7671, decode.d3.loss_cls: 0.2630, decode.d3.loss_mask: 0.4919, decode.d3.loss_dice: 0.7538, decode.d4.loss_cls: 0.2599, decode.d4.loss_mask: 0.4914, decode.d4.loss_dice: 0.7530, decode.d5.loss_cls: 0.2532, decode.d5.loss_mask: 0.4883, decode.d5.loss_dice: 0.7505, decode.d6.loss_cls: 0.2431, decode.d6.loss_mask: 0.4870, decode.d6.loss_dice: 0.7464, decode.d7.loss_cls: 0.2408, decode.d7.loss_mask: 0.4884, decode.d7.loss_dice: 0.7482, decode.d8.loss_cls: 0.2394, decode.d8.loss_mask: 0.4859, decode.d8.loss_dice: 0.7496, loss: 16.9642 2022-04-27 05:42:00,622 - mmseg - INFO - Iter [96100/160000] lr: 5.734e-07, eta: 19:20:00, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2603, decode.loss_mask: 0.4816, decode.loss_dice: 0.7624, decode.d0.loss_cls: 1.9194, decode.d0.loss_mask: 0.5293, decode.d0.loss_dice: 0.8758, decode.d1.loss_cls: 0.3655, decode.d1.loss_mask: 0.4953, decode.d1.loss_dice: 0.8041, decode.d2.loss_cls: 0.3095, decode.d2.loss_mask: 0.4890, decode.d2.loss_dice: 0.7863, decode.d3.loss_cls: 0.2811, decode.d3.loss_mask: 0.4836, decode.d3.loss_dice: 0.7673, decode.d4.loss_cls: 0.2774, decode.d4.loss_mask: 0.4848, decode.d4.loss_dice: 0.7649, decode.d5.loss_cls: 0.2690, decode.d5.loss_mask: 0.4836, decode.d5.loss_dice: 0.7644, decode.d6.loss_cls: 0.2700, decode.d6.loss_mask: 0.4814, decode.d6.loss_dice: 0.7619, decode.d7.loss_cls: 0.2705, decode.d7.loss_mask: 0.4808, decode.d7.loss_dice: 0.7604, decode.d8.loss_cls: 0.2653, decode.d8.loss_mask: 0.4799, decode.d8.loss_dice: 0.7594, loss: 17.1839 2022-04-27 05:42:53,138 - mmseg - INFO - Iter [96150/160000] lr: 5.730e-07, eta: 19:19:04, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2268, decode.loss_mask: 0.4719, decode.loss_dice: 0.7430, decode.d0.loss_cls: 1.9615, decode.d0.loss_mask: 0.5157, decode.d0.loss_dice: 0.8490, decode.d1.loss_cls: 0.3236, decode.d1.loss_mask: 0.4874, decode.d1.loss_dice: 0.7817, decode.d2.loss_cls: 0.2721, decode.d2.loss_mask: 0.4763, decode.d2.loss_dice: 0.7611, decode.d3.loss_cls: 0.2527, decode.d3.loss_mask: 0.4749, decode.d3.loss_dice: 0.7456, decode.d4.loss_cls: 0.2461, decode.d4.loss_mask: 0.4742, decode.d4.loss_dice: 0.7439, decode.d5.loss_cls: 0.2341, decode.d5.loss_mask: 0.4748, decode.d5.loss_dice: 0.7479, decode.d6.loss_cls: 0.2377, decode.d6.loss_mask: 0.4717, decode.d6.loss_dice: 0.7401, decode.d7.loss_cls: 0.2327, decode.d7.loss_mask: 0.4713, decode.d7.loss_dice: 0.7375, decode.d8.loss_cls: 0.2258, decode.d8.loss_mask: 0.4717, decode.d8.loss_dice: 0.7443, loss: 16.5973 2022-04-27 05:43:45,983 - mmseg - INFO - Iter [96200/160000] lr: 5.725e-07, eta: 19:18:09, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2432, decode.loss_mask: 0.4783, decode.loss_dice: 0.7383, decode.d0.loss_cls: 1.9281, decode.d0.loss_mask: 0.5207, decode.d0.loss_dice: 0.8555, decode.d1.loss_cls: 0.3377, decode.d1.loss_mask: 0.4955, decode.d1.loss_dice: 0.7809, decode.d2.loss_cls: 0.2912, decode.d2.loss_mask: 0.4874, decode.d2.loss_dice: 0.7670, decode.d3.loss_cls: 0.2615, decode.d3.loss_mask: 0.4842, decode.d3.loss_dice: 0.7497, decode.d4.loss_cls: 0.2471, decode.d4.loss_mask: 0.4830, decode.d4.loss_dice: 0.7494, decode.d5.loss_cls: 0.2446, decode.d5.loss_mask: 0.4797, decode.d5.loss_dice: 0.7500, decode.d6.loss_cls: 0.2437, decode.d6.loss_mask: 0.4801, decode.d6.loss_dice: 0.7363, decode.d7.loss_cls: 0.2381, decode.d7.loss_mask: 0.4800, decode.d7.loss_dice: 0.7385, decode.d8.loss_cls: 0.2350, decode.d8.loss_mask: 0.4801, decode.d8.loss_dice: 0.7407, loss: 16.7453 2022-04-27 05:44:38,613 - mmseg - INFO - Iter [96250/160000] lr: 5.721e-07, eta: 19:17:13, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2249, decode.loss_mask: 0.4826, decode.loss_dice: 0.7264, decode.d0.loss_cls: 1.9237, decode.d0.loss_mask: 0.5283, decode.d0.loss_dice: 0.8405, decode.d1.loss_cls: 0.3257, decode.d1.loss_mask: 0.4980, decode.d1.loss_dice: 0.7677, decode.d2.loss_cls: 0.2726, decode.d2.loss_mask: 0.4909, decode.d2.loss_dice: 0.7428, decode.d3.loss_cls: 0.2481, decode.d3.loss_mask: 0.4866, decode.d3.loss_dice: 0.7309, decode.d4.loss_cls: 0.2415, decode.d4.loss_mask: 0.4842, decode.d4.loss_dice: 0.7308, decode.d5.loss_cls: 0.2338, decode.d5.loss_mask: 0.4830, decode.d5.loss_dice: 0.7316, decode.d6.loss_cls: 0.2328, decode.d6.loss_mask: 0.4816, decode.d6.loss_dice: 0.7219, decode.d7.loss_cls: 0.2264, decode.d7.loss_mask: 0.4830, decode.d7.loss_dice: 0.7253, decode.d8.loss_cls: 0.2238, decode.d8.loss_mask: 0.4828, decode.d8.loss_dice: 0.7310, loss: 16.5034 2022-04-27 05:45:31,435 - mmseg - INFO - Iter [96300/160000] lr: 5.716e-07, eta: 19:16:17, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2310, decode.loss_mask: 0.4621, decode.loss_dice: 0.7305, decode.d0.loss_cls: 1.9395, decode.d0.loss_mask: 0.5125, decode.d0.loss_dice: 0.8478, decode.d1.loss_cls: 0.3235, decode.d1.loss_mask: 0.4770, decode.d1.loss_dice: 0.7755, decode.d2.loss_cls: 0.2788, decode.d2.loss_mask: 0.4689, decode.d2.loss_dice: 0.7535, decode.d3.loss_cls: 0.2538, decode.d3.loss_mask: 0.4650, decode.d3.loss_dice: 0.7388, decode.d4.loss_cls: 0.2482, decode.d4.loss_mask: 0.4640, decode.d4.loss_dice: 0.7369, decode.d5.loss_cls: 0.2355, decode.d5.loss_mask: 0.4646, decode.d5.loss_dice: 0.7383, decode.d6.loss_cls: 0.2258, decode.d6.loss_mask: 0.4644, decode.d6.loss_dice: 0.7343, decode.d7.loss_cls: 0.2362, decode.d7.loss_mask: 0.4633, decode.d7.loss_dice: 0.7345, decode.d8.loss_cls: 0.2327, decode.d8.loss_mask: 0.4620, decode.d8.loss_dice: 0.7306, loss: 16.4293 2022-04-27 05:46:23,802 - mmseg - INFO - Iter [96350/160000] lr: 5.712e-07, eta: 19:15:22, time: 1.047, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2622, decode.loss_mask: 0.4645, decode.loss_dice: 0.7272, decode.d0.loss_cls: 1.9521, decode.d0.loss_mask: 0.5081, decode.d0.loss_dice: 0.8381, decode.d1.loss_cls: 0.3394, decode.d1.loss_mask: 0.4831, decode.d1.loss_dice: 0.7786, decode.d2.loss_cls: 0.3091, decode.d2.loss_mask: 0.4696, decode.d2.loss_dice: 0.7505, decode.d3.loss_cls: 0.2861, decode.d3.loss_mask: 0.4657, decode.d3.loss_dice: 0.7376, decode.d4.loss_cls: 0.2688, decode.d4.loss_mask: 0.4672, decode.d4.loss_dice: 0.7335, decode.d5.loss_cls: 0.2669, decode.d5.loss_mask: 0.4639, decode.d5.loss_dice: 0.7356, decode.d6.loss_cls: 0.2646, decode.d6.loss_mask: 0.4645, decode.d6.loss_dice: 0.7280, decode.d7.loss_cls: 0.2622, decode.d7.loss_mask: 0.4641, decode.d7.loss_dice: 0.7321, decode.d8.loss_cls: 0.2644, decode.d8.loss_mask: 0.4639, decode.d8.loss_dice: 0.7283, loss: 16.6798 2022-04-27 05:47:16,722 - mmseg - INFO - Iter [96400/160000] lr: 5.707e-07, eta: 19:14:26, time: 1.058, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2356, decode.loss_mask: 0.4826, decode.loss_dice: 0.7357, decode.d0.loss_cls: 1.9401, decode.d0.loss_mask: 0.5290, decode.d0.loss_dice: 0.8509, decode.d1.loss_cls: 0.3177, decode.d1.loss_mask: 0.5018, decode.d1.loss_dice: 0.7782, decode.d2.loss_cls: 0.2701, decode.d2.loss_mask: 0.4911, decode.d2.loss_dice: 0.7563, decode.d3.loss_cls: 0.2552, decode.d3.loss_mask: 0.4868, decode.d3.loss_dice: 0.7478, decode.d4.loss_cls: 0.2444, decode.d4.loss_mask: 0.4856, decode.d4.loss_dice: 0.7389, decode.d5.loss_cls: 0.2377, decode.d5.loss_mask: 0.4842, decode.d5.loss_dice: 0.7396, decode.d6.loss_cls: 0.2360, decode.d6.loss_mask: 0.4833, decode.d6.loss_dice: 0.7374, decode.d7.loss_cls: 0.2320, decode.d7.loss_mask: 0.4835, decode.d7.loss_dice: 0.7383, decode.d8.loss_cls: 0.2331, decode.d8.loss_mask: 0.4828, decode.d8.loss_dice: 0.7361, loss: 16.6714 2022-04-27 05:48:09,965 - mmseg - INFO - Iter [96450/160000] lr: 5.703e-07, eta: 19:13:31, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2492, decode.loss_mask: 0.4676, decode.loss_dice: 0.7453, decode.d0.loss_cls: 1.9790, decode.d0.loss_mask: 0.5151, decode.d0.loss_dice: 0.8666, decode.d1.loss_cls: 0.3395, decode.d1.loss_mask: 0.4875, decode.d1.loss_dice: 0.7925, decode.d2.loss_cls: 0.2886, decode.d2.loss_mask: 0.4775, decode.d2.loss_dice: 0.7600, decode.d3.loss_cls: 0.2660, decode.d3.loss_mask: 0.4717, decode.d3.loss_dice: 0.7516, decode.d4.loss_cls: 0.2611, decode.d4.loss_mask: 0.4712, decode.d4.loss_dice: 0.7501, decode.d5.loss_cls: 0.2535, decode.d5.loss_mask: 0.4706, decode.d5.loss_dice: 0.7518, decode.d6.loss_cls: 0.2563, decode.d6.loss_mask: 0.4697, decode.d6.loss_dice: 0.7473, decode.d7.loss_cls: 0.2497, decode.d7.loss_mask: 0.4677, decode.d7.loss_dice: 0.7465, decode.d8.loss_cls: 0.2487, decode.d8.loss_mask: 0.4676, decode.d8.loss_dice: 0.7461, loss: 16.8155 2022-04-27 05:49:03,168 - mmseg - INFO - Iter [96500/160000] lr: 5.698e-07, eta: 19:12:36, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2388, decode.loss_mask: 0.4720, decode.loss_dice: 0.7381, decode.d0.loss_cls: 1.9856, decode.d0.loss_mask: 0.5150, decode.d0.loss_dice: 0.8454, decode.d1.loss_cls: 0.3275, decode.d1.loss_mask: 0.4879, decode.d1.loss_dice: 0.7844, decode.d2.loss_cls: 0.2827, decode.d2.loss_mask: 0.4808, decode.d2.loss_dice: 0.7611, decode.d3.loss_cls: 0.2613, decode.d3.loss_mask: 0.4790, decode.d3.loss_dice: 0.7467, decode.d4.loss_cls: 0.2552, decode.d4.loss_mask: 0.4763, decode.d4.loss_dice: 0.7438, decode.d5.loss_cls: 0.2410, decode.d5.loss_mask: 0.4757, decode.d5.loss_dice: 0.7444, decode.d6.loss_cls: 0.2383, decode.d6.loss_mask: 0.4742, decode.d6.loss_dice: 0.7403, decode.d7.loss_cls: 0.2407, decode.d7.loss_mask: 0.4714, decode.d7.loss_dice: 0.7381, decode.d8.loss_cls: 0.2370, decode.d8.loss_mask: 0.4731, decode.d8.loss_dice: 0.7403, loss: 16.6961 2022-04-27 05:49:55,550 - mmseg - INFO - Iter [96550/160000] lr: 5.694e-07, eta: 19:11:40, time: 1.047, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2426, decode.loss_mask: 0.4929, decode.loss_dice: 0.7456, decode.d0.loss_cls: 1.8801, decode.d0.loss_mask: 0.5381, decode.d0.loss_dice: 0.8657, decode.d1.loss_cls: 0.3363, decode.d1.loss_mask: 0.5048, decode.d1.loss_dice: 0.7853, decode.d2.loss_cls: 0.2850, decode.d2.loss_mask: 0.5016, decode.d2.loss_dice: 0.7638, decode.d3.loss_cls: 0.2617, decode.d3.loss_mask: 0.4954, decode.d3.loss_dice: 0.7536, decode.d4.loss_cls: 0.2516, decode.d4.loss_mask: 0.4943, decode.d4.loss_dice: 0.7532, decode.d5.loss_cls: 0.2448, decode.d5.loss_mask: 0.4943, decode.d5.loss_dice: 0.7493, decode.d6.loss_cls: 0.2415, decode.d6.loss_mask: 0.4940, decode.d6.loss_dice: 0.7467, decode.d7.loss_cls: 0.2420, decode.d7.loss_mask: 0.4936, decode.d7.loss_dice: 0.7467, decode.d8.loss_cls: 0.2385, decode.d8.loss_mask: 0.4928, decode.d8.loss_dice: 0.7460, loss: 16.8818 2022-04-27 05:50:48,891 - mmseg - INFO - Iter [96600/160000] lr: 5.689e-07, eta: 19:10:45, time: 1.067, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2569, decode.loss_mask: 0.4848, decode.loss_dice: 0.7418, decode.d0.loss_cls: 1.9600, decode.d0.loss_mask: 0.5321, decode.d0.loss_dice: 0.8686, decode.d1.loss_cls: 0.3377, decode.d1.loss_mask: 0.5063, decode.d1.loss_dice: 0.7930, decode.d2.loss_cls: 0.2960, decode.d2.loss_mask: 0.4947, decode.d2.loss_dice: 0.7672, decode.d3.loss_cls: 0.2748, decode.d3.loss_mask: 0.4900, decode.d3.loss_dice: 0.7580, decode.d4.loss_cls: 0.2643, decode.d4.loss_mask: 0.4884, decode.d4.loss_dice: 0.7522, decode.d5.loss_cls: 0.2628, decode.d5.loss_mask: 0.4875, decode.d5.loss_dice: 0.7516, decode.d6.loss_cls: 0.2612, decode.d6.loss_mask: 0.4846, decode.d6.loss_dice: 0.7437, decode.d7.loss_cls: 0.2535, decode.d7.loss_mask: 0.4847, decode.d7.loss_dice: 0.7461, decode.d8.loss_cls: 0.2535, decode.d8.loss_mask: 0.4834, decode.d8.loss_dice: 0.7438, loss: 17.0231 2022-04-27 05:51:42,219 - mmseg - INFO - Iter [96650/160000] lr: 5.685e-07, eta: 19:09:49, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2584, decode.loss_mask: 0.4772, decode.loss_dice: 0.7654, decode.d0.loss_cls: 2.0029, decode.d0.loss_mask: 0.5241, decode.d0.loss_dice: 0.8952, decode.d1.loss_cls: 0.3588, decode.d1.loss_mask: 0.4967, decode.d1.loss_dice: 0.8132, decode.d2.loss_cls: 0.3097, decode.d2.loss_mask: 0.4863, decode.d2.loss_dice: 0.7892, decode.d3.loss_cls: 0.2818, decode.d3.loss_mask: 0.4808, decode.d3.loss_dice: 0.7744, decode.d4.loss_cls: 0.2784, decode.d4.loss_mask: 0.4793, decode.d4.loss_dice: 0.7739, decode.d5.loss_cls: 0.2669, decode.d5.loss_mask: 0.4796, decode.d5.loss_dice: 0.7728, decode.d6.loss_cls: 0.2719, decode.d6.loss_mask: 0.4772, decode.d6.loss_dice: 0.7685, decode.d7.loss_cls: 0.2672, decode.d7.loss_mask: 0.4776, decode.d7.loss_dice: 0.7666, decode.d8.loss_cls: 0.2616, decode.d8.loss_mask: 0.4779, decode.d8.loss_dice: 0.7663, loss: 17.3000 2022-04-27 05:52:35,612 - mmseg - INFO - Iter [96700/160000] lr: 5.680e-07, eta: 19:08:54, time: 1.068, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2419, decode.loss_mask: 0.4693, decode.loss_dice: 0.7207, decode.d0.loss_cls: 1.9049, decode.d0.loss_mask: 0.5146, decode.d0.loss_dice: 0.8365, decode.d1.loss_cls: 0.3290, decode.d1.loss_mask: 0.4881, decode.d1.loss_dice: 0.7731, decode.d2.loss_cls: 0.2850, decode.d2.loss_mask: 0.4772, decode.d2.loss_dice: 0.7427, decode.d3.loss_cls: 0.2639, decode.d3.loss_mask: 0.4744, decode.d3.loss_dice: 0.7306, decode.d4.loss_cls: 0.2550, decode.d4.loss_mask: 0.4725, decode.d4.loss_dice: 0.7330, decode.d5.loss_cls: 0.2463, decode.d5.loss_mask: 0.4692, decode.d5.loss_dice: 0.7255, decode.d6.loss_cls: 0.2401, decode.d6.loss_mask: 0.4694, decode.d6.loss_dice: 0.7251, decode.d7.loss_cls: 0.2378, decode.d7.loss_mask: 0.4693, decode.d7.loss_dice: 0.7272, decode.d8.loss_cls: 0.2382, decode.d8.loss_mask: 0.4696, decode.d8.loss_dice: 0.7248, loss: 16.4549 2022-04-27 05:53:27,786 - mmseg - INFO - Iter [96750/160000] lr: 5.676e-07, eta: 19:07:58, time: 1.041, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2075, decode.loss_mask: 0.4754, decode.loss_dice: 0.7078, decode.d0.loss_cls: 1.9245, decode.d0.loss_mask: 0.5185, decode.d0.loss_dice: 0.8158, decode.d1.loss_cls: 0.2898, decode.d1.loss_mask: 0.4940, decode.d1.loss_dice: 0.7561, decode.d2.loss_cls: 0.2404, decode.d2.loss_mask: 0.4861, decode.d2.loss_dice: 0.7389, decode.d3.loss_cls: 0.2266, decode.d3.loss_mask: 0.4809, decode.d3.loss_dice: 0.7196, decode.d4.loss_cls: 0.2212, decode.d4.loss_mask: 0.4790, decode.d4.loss_dice: 0.7202, decode.d5.loss_cls: 0.2139, decode.d5.loss_mask: 0.4790, decode.d5.loss_dice: 0.7171, decode.d6.loss_cls: 0.2112, decode.d6.loss_mask: 0.4762, decode.d6.loss_dice: 0.7102, decode.d7.loss_cls: 0.2034, decode.d7.loss_mask: 0.4747, decode.d7.loss_dice: 0.7126, decode.d8.loss_cls: 0.2092, decode.d8.loss_mask: 0.4761, decode.d8.loss_dice: 0.7087, loss: 16.0947 2022-04-27 05:54:20,611 - mmseg - INFO - Iter [96800/160000] lr: 5.671e-07, eta: 19:07:03, time: 1.059, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2333, decode.loss_mask: 0.4533, decode.loss_dice: 0.7250, decode.d0.loss_cls: 1.9507, decode.d0.loss_mask: 0.4983, decode.d0.loss_dice: 0.8435, decode.d1.loss_cls: 0.3267, decode.d1.loss_mask: 0.4683, decode.d1.loss_dice: 0.7666, decode.d2.loss_cls: 0.2774, decode.d2.loss_mask: 0.4593, decode.d2.loss_dice: 0.7553, decode.d3.loss_cls: 0.2543, decode.d3.loss_mask: 0.4585, decode.d3.loss_dice: 0.7385, decode.d4.loss_cls: 0.2452, decode.d4.loss_mask: 0.4564, decode.d4.loss_dice: 0.7344, decode.d5.loss_cls: 0.2442, decode.d5.loss_mask: 0.4567, decode.d5.loss_dice: 0.7324, decode.d6.loss_cls: 0.2353, decode.d6.loss_mask: 0.4532, decode.d6.loss_dice: 0.7247, decode.d7.loss_cls: 0.2326, decode.d7.loss_mask: 0.4544, decode.d7.loss_dice: 0.7296, decode.d8.loss_cls: 0.2310, decode.d8.loss_mask: 0.4544, decode.d8.loss_dice: 0.7266, loss: 16.3203 2022-04-27 05:55:13,423 - mmseg - INFO - Iter [96850/160000] lr: 5.667e-07, eta: 19:06:07, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2668, decode.loss_mask: 0.4668, decode.loss_dice: 0.7520, decode.d0.loss_cls: 1.9877, decode.d0.loss_mask: 0.5122, decode.d0.loss_dice: 0.8693, decode.d1.loss_cls: 0.3463, decode.d1.loss_mask: 0.4905, decode.d1.loss_dice: 0.8020, decode.d2.loss_cls: 0.3075, decode.d2.loss_mask: 0.4765, decode.d2.loss_dice: 0.7781, decode.d3.loss_cls: 0.2748, decode.d3.loss_mask: 0.4714, decode.d3.loss_dice: 0.7575, decode.d4.loss_cls: 0.2631, decode.d4.loss_mask: 0.4718, decode.d4.loss_dice: 0.7612, decode.d5.loss_cls: 0.2610, decode.d5.loss_mask: 0.4696, decode.d5.loss_dice: 0.7590, decode.d6.loss_cls: 0.2524, decode.d6.loss_mask: 0.4699, decode.d6.loss_dice: 0.7555, decode.d7.loss_cls: 0.2570, decode.d7.loss_mask: 0.4709, decode.d7.loss_dice: 0.7555, decode.d8.loss_cls: 0.2586, decode.d8.loss_mask: 0.4679, decode.d8.loss_dice: 0.7530, loss: 16.9859 2022-04-27 05:56:05,932 - mmseg - INFO - Iter [96900/160000] lr: 5.663e-07, eta: 19:05:12, time: 1.050, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2414, decode.loss_mask: 0.4706, decode.loss_dice: 0.7432, decode.d0.loss_cls: 1.9851, decode.d0.loss_mask: 0.5201, decode.d0.loss_dice: 0.8647, decode.d1.loss_cls: 0.3333, decode.d1.loss_mask: 0.4913, decode.d1.loss_dice: 0.7916, decode.d2.loss_cls: 0.2869, decode.d2.loss_mask: 0.4780, decode.d2.loss_dice: 0.7648, decode.d3.loss_cls: 0.2685, decode.d3.loss_mask: 0.4746, decode.d3.loss_dice: 0.7500, decode.d4.loss_cls: 0.2592, decode.d4.loss_mask: 0.4736, decode.d4.loss_dice: 0.7493, decode.d5.loss_cls: 0.2450, decode.d5.loss_mask: 0.4736, decode.d5.loss_dice: 0.7493, decode.d6.loss_cls: 0.2466, decode.d6.loss_mask: 0.4727, decode.d6.loss_dice: 0.7435, decode.d7.loss_cls: 0.2434, decode.d7.loss_mask: 0.4722, decode.d7.loss_dice: 0.7457, decode.d8.loss_cls: 0.2402, decode.d8.loss_mask: 0.4719, decode.d8.loss_dice: 0.7420, loss: 16.7922 2022-04-27 05:56:59,249 - mmseg - INFO - Iter [96950/160000] lr: 5.658e-07, eta: 19:04:16, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2163, decode.loss_mask: 0.4526, decode.loss_dice: 0.7083, decode.d0.loss_cls: 1.8975, decode.d0.loss_mask: 0.4908, decode.d0.loss_dice: 0.8255, decode.d1.loss_cls: 0.3131, decode.d1.loss_mask: 0.4711, decode.d1.loss_dice: 0.7534, decode.d2.loss_cls: 0.2575, decode.d2.loss_mask: 0.4633, decode.d2.loss_dice: 0.7333, decode.d3.loss_cls: 0.2363, decode.d3.loss_mask: 0.4592, decode.d3.loss_dice: 0.7173, decode.d4.loss_cls: 0.2305, decode.d4.loss_mask: 0.4563, decode.d4.loss_dice: 0.7156, decode.d5.loss_cls: 0.2282, decode.d5.loss_mask: 0.4540, decode.d5.loss_dice: 0.7143, decode.d6.loss_cls: 0.2185, decode.d6.loss_mask: 0.4544, decode.d6.loss_dice: 0.7113, decode.d7.loss_cls: 0.2184, decode.d7.loss_mask: 0.4541, decode.d7.loss_dice: 0.7111, decode.d8.loss_cls: 0.2194, decode.d8.loss_mask: 0.4549, decode.d8.loss_dice: 0.7104, loss: 15.9469 2022-04-27 05:57:51,818 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 05:57:51,826 - mmseg - INFO - Iter [97000/160000] lr: 5.654e-07, eta: 19:03:21, time: 1.051, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2448, decode.loss_mask: 0.4825, decode.loss_dice: 0.7483, decode.d0.loss_cls: 1.9406, decode.d0.loss_mask: 0.5267, decode.d0.loss_dice: 0.8550, decode.d1.loss_cls: 0.3313, decode.d1.loss_mask: 0.4989, decode.d1.loss_dice: 0.7887, decode.d2.loss_cls: 0.2861, decode.d2.loss_mask: 0.4892, decode.d2.loss_dice: 0.7664, decode.d3.loss_cls: 0.2729, decode.d3.loss_mask: 0.4852, decode.d3.loss_dice: 0.7504, decode.d4.loss_cls: 0.2519, decode.d4.loss_mask: 0.4851, decode.d4.loss_dice: 0.7545, decode.d5.loss_cls: 0.2515, decode.d5.loss_mask: 0.4833, decode.d5.loss_dice: 0.7544, decode.d6.loss_cls: 0.2492, decode.d6.loss_mask: 0.4832, decode.d6.loss_dice: 0.7510, decode.d7.loss_cls: 0.2407, decode.d7.loss_mask: 0.4831, decode.d7.loss_dice: 0.7505, decode.d8.loss_cls: 0.2410, decode.d8.loss_mask: 0.4825, decode.d8.loss_dice: 0.7472, loss: 16.8762 2022-04-27 05:58:44,354 - mmseg - INFO - Iter [97050/160000] lr: 5.649e-07, eta: 19:02:25, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2659, decode.loss_mask: 0.4665, decode.loss_dice: 0.7309, decode.d0.loss_cls: 1.9934, decode.d0.loss_mask: 0.5135, decode.d0.loss_dice: 0.8465, decode.d1.loss_cls: 0.3511, decode.d1.loss_mask: 0.4895, decode.d1.loss_dice: 0.7816, decode.d2.loss_cls: 0.3028, decode.d2.loss_mask: 0.4766, decode.d2.loss_dice: 0.7599, decode.d3.loss_cls: 0.2775, decode.d3.loss_mask: 0.4748, decode.d3.loss_dice: 0.7411, decode.d4.loss_cls: 0.2716, decode.d4.loss_mask: 0.4720, decode.d4.loss_dice: 0.7381, decode.d5.loss_cls: 0.2607, decode.d5.loss_mask: 0.4709, decode.d5.loss_dice: 0.7412, decode.d6.loss_cls: 0.2574, decode.d6.loss_mask: 0.4704, decode.d6.loss_dice: 0.7358, decode.d7.loss_cls: 0.2611, decode.d7.loss_mask: 0.4682, decode.d7.loss_dice: 0.7325, decode.d8.loss_cls: 0.2596, decode.d8.loss_mask: 0.4677, decode.d8.loss_dice: 0.7355, loss: 16.8142 2022-04-27 05:59:36,947 - mmseg - INFO - Iter [97100/160000] lr: 5.645e-07, eta: 19:01:29, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2561, decode.loss_mask: 0.4906, decode.loss_dice: 0.7757, decode.d0.loss_cls: 1.9840, decode.d0.loss_mask: 0.5361, decode.d0.loss_dice: 0.9001, decode.d1.loss_cls: 0.3446, decode.d1.loss_mask: 0.5054, decode.d1.loss_dice: 0.8230, decode.d2.loss_cls: 0.2932, decode.d2.loss_mask: 0.4966, decode.d2.loss_dice: 0.8009, decode.d3.loss_cls: 0.2795, decode.d3.loss_mask: 0.4979, decode.d3.loss_dice: 0.7857, decode.d4.loss_cls: 0.2612, decode.d4.loss_mask: 0.4954, decode.d4.loss_dice: 0.7881, decode.d5.loss_cls: 0.2632, decode.d5.loss_mask: 0.4946, decode.d5.loss_dice: 0.7795, decode.d6.loss_cls: 0.2554, decode.d6.loss_mask: 0.4903, decode.d6.loss_dice: 0.7799, decode.d7.loss_cls: 0.2515, decode.d7.loss_mask: 0.4913, decode.d7.loss_dice: 0.7771, decode.d8.loss_cls: 0.2544, decode.d8.loss_mask: 0.4916, decode.d8.loss_dice: 0.7803, loss: 17.4233 2022-04-27 06:00:32,080 - mmseg - INFO - Iter [97150/160000] lr: 5.640e-07, eta: 19:00:35, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2311, decode.loss_mask: 0.4959, decode.loss_dice: 0.7632, decode.d0.loss_cls: 1.9071, decode.d0.loss_mask: 0.5474, decode.d0.loss_dice: 0.8740, decode.d1.loss_cls: 0.3255, decode.d1.loss_mask: 0.5141, decode.d1.loss_dice: 0.8079, decode.d2.loss_cls: 0.2799, decode.d2.loss_mask: 0.5040, decode.d2.loss_dice: 0.7839, decode.d3.loss_cls: 0.2581, decode.d3.loss_mask: 0.4994, decode.d3.loss_dice: 0.7647, decode.d4.loss_cls: 0.2482, decode.d4.loss_mask: 0.4973, decode.d4.loss_dice: 0.7647, decode.d5.loss_cls: 0.2429, decode.d5.loss_mask: 0.4987, decode.d5.loss_dice: 0.7655, decode.d6.loss_cls: 0.2386, decode.d6.loss_mask: 0.4978, decode.d6.loss_dice: 0.7610, decode.d7.loss_cls: 0.2391, decode.d7.loss_mask: 0.4967, decode.d7.loss_dice: 0.7628, decode.d8.loss_cls: 0.2313, decode.d8.loss_mask: 0.4969, decode.d8.loss_dice: 0.7617, loss: 17.0593 2022-04-27 06:01:25,343 - mmseg - INFO - Iter [97200/160000] lr: 5.636e-07, eta: 18:59:40, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2619, decode.loss_mask: 0.4720, decode.loss_dice: 0.7535, decode.d0.loss_cls: 1.9898, decode.d0.loss_mask: 0.5195, decode.d0.loss_dice: 0.8663, decode.d1.loss_cls: 0.3598, decode.d1.loss_mask: 0.4880, decode.d1.loss_dice: 0.8025, decode.d2.loss_cls: 0.3041, decode.d2.loss_mask: 0.4810, decode.d2.loss_dice: 0.7811, decode.d3.loss_cls: 0.2871, decode.d3.loss_mask: 0.4771, decode.d3.loss_dice: 0.7623, decode.d4.loss_cls: 0.2771, decode.d4.loss_mask: 0.4761, decode.d4.loss_dice: 0.7594, decode.d5.loss_cls: 0.2727, decode.d5.loss_mask: 0.4764, decode.d5.loss_dice: 0.7590, decode.d6.loss_cls: 0.2660, decode.d6.loss_mask: 0.4764, decode.d6.loss_dice: 0.7554, decode.d7.loss_cls: 0.2608, decode.d7.loss_mask: 0.4743, decode.d7.loss_dice: 0.7562, decode.d8.loss_cls: 0.2551, decode.d8.loss_mask: 0.4742, decode.d8.loss_dice: 0.7547, loss: 17.0999 2022-04-27 06:02:17,840 - mmseg - INFO - Iter [97250/160000] lr: 5.631e-07, eta: 18:58:45, time: 1.049, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2426, decode.loss_mask: 0.4705, decode.loss_dice: 0.7622, decode.d0.loss_cls: 1.9599, decode.d0.loss_mask: 0.5150, decode.d0.loss_dice: 0.8835, decode.d1.loss_cls: 0.3411, decode.d1.loss_mask: 0.4879, decode.d1.loss_dice: 0.8091, decode.d2.loss_cls: 0.3000, decode.d2.loss_mask: 0.4806, decode.d2.loss_dice: 0.7832, decode.d3.loss_cls: 0.2765, decode.d3.loss_mask: 0.4753, decode.d3.loss_dice: 0.7667, decode.d4.loss_cls: 0.2668, decode.d4.loss_mask: 0.4712, decode.d4.loss_dice: 0.7629, decode.d5.loss_cls: 0.2601, decode.d5.loss_mask: 0.4708, decode.d5.loss_dice: 0.7612, decode.d6.loss_cls: 0.2531, decode.d6.loss_mask: 0.4699, decode.d6.loss_dice: 0.7609, decode.d7.loss_cls: 0.2484, decode.d7.loss_mask: 0.4703, decode.d7.loss_dice: 0.7608, decode.d8.loss_cls: 0.2434, decode.d8.loss_mask: 0.4707, decode.d8.loss_dice: 0.7622, loss: 16.9870 2022-04-27 06:03:13,072 - mmseg - INFO - Iter [97300/160000] lr: 5.627e-07, eta: 18:57:51, time: 1.105, data_time: 0.064, memory: 64049, decode.loss_cls: 0.2428, decode.loss_mask: 0.4691, decode.loss_dice: 0.7330, decode.d0.loss_cls: 1.9384, decode.d0.loss_mask: 0.5171, decode.d0.loss_dice: 0.8491, decode.d1.loss_cls: 0.3411, decode.d1.loss_mask: 0.4886, decode.d1.loss_dice: 0.7724, decode.d2.loss_cls: 0.2977, decode.d2.loss_mask: 0.4774, decode.d2.loss_dice: 0.7452, decode.d3.loss_cls: 0.2654, decode.d3.loss_mask: 0.4744, decode.d3.loss_dice: 0.7399, decode.d4.loss_cls: 0.2605, decode.d4.loss_mask: 0.4725, decode.d4.loss_dice: 0.7357, decode.d5.loss_cls: 0.2474, decode.d5.loss_mask: 0.4728, decode.d5.loss_dice: 0.7345, decode.d6.loss_cls: 0.2475, decode.d6.loss_mask: 0.4706, decode.d6.loss_dice: 0.7298, decode.d7.loss_cls: 0.2430, decode.d7.loss_mask: 0.4699, decode.d7.loss_dice: 0.7340, decode.d8.loss_cls: 0.2412, decode.d8.loss_mask: 0.4694, decode.d8.loss_dice: 0.7290, loss: 16.6091 2022-04-27 06:04:05,483 - mmseg - INFO - Iter [97350/160000] lr: 5.622e-07, eta: 18:56:55, time: 1.048, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2425, decode.loss_mask: 0.4519, decode.loss_dice: 0.7039, decode.d0.loss_cls: 1.9639, decode.d0.loss_mask: 0.4953, decode.d0.loss_dice: 0.8199, decode.d1.loss_cls: 0.3390, decode.d1.loss_mask: 0.4708, decode.d1.loss_dice: 0.7513, decode.d2.loss_cls: 0.2952, decode.d2.loss_mask: 0.4580, decode.d2.loss_dice: 0.7285, decode.d3.loss_cls: 0.2630, decode.d3.loss_mask: 0.4559, decode.d3.loss_dice: 0.7126, decode.d4.loss_cls: 0.2550, decode.d4.loss_mask: 0.4551, decode.d4.loss_dice: 0.7150, decode.d5.loss_cls: 0.2477, decode.d5.loss_mask: 0.4538, decode.d5.loss_dice: 0.7102, decode.d6.loss_cls: 0.2401, decode.d6.loss_mask: 0.4543, decode.d6.loss_dice: 0.7061, decode.d7.loss_cls: 0.2462, decode.d7.loss_mask: 0.4537, decode.d7.loss_dice: 0.7056, decode.d8.loss_cls: 0.2417, decode.d8.loss_mask: 0.4516, decode.d8.loss_dice: 0.7084, loss: 16.1962 2022-04-27 06:04:58,262 - mmseg - INFO - Iter [97400/160000] lr: 5.618e-07, eta: 18:55:59, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2488, decode.loss_mask: 0.4796, decode.loss_dice: 0.7524, decode.d0.loss_cls: 1.9547, decode.d0.loss_mask: 0.5303, decode.d0.loss_dice: 0.8763, decode.d1.loss_cls: 0.3365, decode.d1.loss_mask: 0.5017, decode.d1.loss_dice: 0.8010, decode.d2.loss_cls: 0.2971, decode.d2.loss_mask: 0.4901, decode.d2.loss_dice: 0.7725, decode.d3.loss_cls: 0.2724, decode.d3.loss_mask: 0.4847, decode.d3.loss_dice: 0.7615, decode.d4.loss_cls: 0.2658, decode.d4.loss_mask: 0.4829, decode.d4.loss_dice: 0.7595, decode.d5.loss_cls: 0.2549, decode.d5.loss_mask: 0.4831, decode.d5.loss_dice: 0.7584, decode.d6.loss_cls: 0.2572, decode.d6.loss_mask: 0.4803, decode.d6.loss_dice: 0.7519, decode.d7.loss_cls: 0.2500, decode.d7.loss_mask: 0.4810, decode.d7.loss_dice: 0.7575, decode.d8.loss_cls: 0.2473, decode.d8.loss_mask: 0.4807, decode.d8.loss_dice: 0.7536, loss: 17.0237 2022-04-27 06:05:50,919 - mmseg - INFO - Iter [97450/160000] lr: 5.613e-07, eta: 18:55:04, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2060, decode.loss_mask: 0.4782, decode.loss_dice: 0.7180, decode.d0.loss_cls: 1.8856, decode.d0.loss_mask: 0.5177, decode.d0.loss_dice: 0.8280, decode.d1.loss_cls: 0.2938, decode.d1.loss_mask: 0.4945, decode.d1.loss_dice: 0.7565, decode.d2.loss_cls: 0.2491, decode.d2.loss_mask: 0.4885, decode.d2.loss_dice: 0.7361, decode.d3.loss_cls: 0.2305, decode.d3.loss_mask: 0.4803, decode.d3.loss_dice: 0.7235, decode.d4.loss_cls: 0.2167, decode.d4.loss_mask: 0.4805, decode.d4.loss_dice: 0.7189, decode.d5.loss_cls: 0.2200, decode.d5.loss_mask: 0.4793, decode.d5.loss_dice: 0.7158, decode.d6.loss_cls: 0.2141, decode.d6.loss_mask: 0.4797, decode.d6.loss_dice: 0.7145, decode.d7.loss_cls: 0.2064, decode.d7.loss_mask: 0.4779, decode.d7.loss_dice: 0.7178, decode.d8.loss_cls: 0.2085, decode.d8.loss_mask: 0.4778, decode.d8.loss_dice: 0.7196, loss: 16.1337 2022-04-27 06:06:43,770 - mmseg - INFO - Iter [97500/160000] lr: 5.609e-07, eta: 18:54:08, time: 1.057, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2355, decode.loss_mask: 0.4623, decode.loss_dice: 0.7270, decode.d0.loss_cls: 1.9316, decode.d0.loss_mask: 0.5098, decode.d0.loss_dice: 0.8399, decode.d1.loss_cls: 0.3273, decode.d1.loss_mask: 0.4801, decode.d1.loss_dice: 0.7660, decode.d2.loss_cls: 0.2780, decode.d2.loss_mask: 0.4709, decode.d2.loss_dice: 0.7440, decode.d3.loss_cls: 0.2561, decode.d3.loss_mask: 0.4678, decode.d3.loss_dice: 0.7326, decode.d4.loss_cls: 0.2455, decode.d4.loss_mask: 0.4647, decode.d4.loss_dice: 0.7288, decode.d5.loss_cls: 0.2485, decode.d5.loss_mask: 0.4627, decode.d5.loss_dice: 0.7286, decode.d6.loss_cls: 0.2452, decode.d6.loss_mask: 0.4632, decode.d6.loss_dice: 0.7243, decode.d7.loss_cls: 0.2423, decode.d7.loss_mask: 0.4636, decode.d7.loss_dice: 0.7257, decode.d8.loss_cls: 0.2401, decode.d8.loss_mask: 0.4627, decode.d8.loss_dice: 0.7279, loss: 16.4027 2022-04-27 06:07:36,218 - mmseg - INFO - Iter [97550/160000] lr: 5.604e-07, eta: 18:53:13, time: 1.049, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2443, decode.loss_mask: 0.4710, decode.loss_dice: 0.7477, decode.d0.loss_cls: 1.9495, decode.d0.loss_mask: 0.5152, decode.d0.loss_dice: 0.8579, decode.d1.loss_cls: 0.3455, decode.d1.loss_mask: 0.4887, decode.d1.loss_dice: 0.7888, decode.d2.loss_cls: 0.2885, decode.d2.loss_mask: 0.4797, decode.d2.loss_dice: 0.7659, decode.d3.loss_cls: 0.2643, decode.d3.loss_mask: 0.4722, decode.d3.loss_dice: 0.7524, decode.d4.loss_cls: 0.2583, decode.d4.loss_mask: 0.4730, decode.d4.loss_dice: 0.7536, decode.d5.loss_cls: 0.2590, decode.d5.loss_mask: 0.4708, decode.d5.loss_dice: 0.7508, decode.d6.loss_cls: 0.2580, decode.d6.loss_mask: 0.4718, decode.d6.loss_dice: 0.7490, decode.d7.loss_cls: 0.2547, decode.d7.loss_mask: 0.4708, decode.d7.loss_dice: 0.7470, decode.d8.loss_cls: 0.2464, decode.d8.loss_mask: 0.4702, decode.d8.loss_dice: 0.7477, loss: 16.8123 2022-04-27 06:08:28,197 - mmseg - INFO - Iter [97600/160000] lr: 5.600e-07, eta: 18:52:17, time: 1.040, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2414, decode.loss_mask: 0.4663, decode.loss_dice: 0.7265, decode.d0.loss_cls: 1.9650, decode.d0.loss_mask: 0.5198, decode.d0.loss_dice: 0.8452, decode.d1.loss_cls: 0.3380, decode.d1.loss_mask: 0.4885, decode.d1.loss_dice: 0.7745, decode.d2.loss_cls: 0.2850, decode.d2.loss_mask: 0.4743, decode.d2.loss_dice: 0.7538, decode.d3.loss_cls: 0.2705, decode.d3.loss_mask: 0.4699, decode.d3.loss_dice: 0.7378, decode.d4.loss_cls: 0.2615, decode.d4.loss_mask: 0.4706, decode.d4.loss_dice: 0.7303, decode.d5.loss_cls: 0.2566, decode.d5.loss_mask: 0.4702, decode.d5.loss_dice: 0.7305, decode.d6.loss_cls: 0.2506, decode.d6.loss_mask: 0.4691, decode.d6.loss_dice: 0.7249, decode.d7.loss_cls: 0.2496, decode.d7.loss_mask: 0.4679, decode.d7.loss_dice: 0.7277, decode.d8.loss_cls: 0.2476, decode.d8.loss_mask: 0.4670, decode.d8.loss_dice: 0.7251, loss: 16.6056 2022-04-27 06:09:20,280 - mmseg - INFO - Iter [97650/160000] lr: 5.595e-07, eta: 18:51:21, time: 1.042, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2328, decode.loss_mask: 0.4703, decode.loss_dice: 0.7242, decode.d0.loss_cls: 1.9266, decode.d0.loss_mask: 0.5141, decode.d0.loss_dice: 0.8361, decode.d1.loss_cls: 0.3214, decode.d1.loss_mask: 0.4877, decode.d1.loss_dice: 0.7668, decode.d2.loss_cls: 0.2703, decode.d2.loss_mask: 0.4811, decode.d2.loss_dice: 0.7447, decode.d3.loss_cls: 0.2507, decode.d3.loss_mask: 0.4750, decode.d3.loss_dice: 0.7297, decode.d4.loss_cls: 0.2413, decode.d4.loss_mask: 0.4734, decode.d4.loss_dice: 0.7292, decode.d5.loss_cls: 0.2356, decode.d5.loss_mask: 0.4712, decode.d5.loss_dice: 0.7281, decode.d6.loss_cls: 0.2314, decode.d6.loss_mask: 0.4701, decode.d6.loss_dice: 0.7261, decode.d7.loss_cls: 0.2345, decode.d7.loss_mask: 0.4700, decode.d7.loss_dice: 0.7260, decode.d8.loss_cls: 0.2285, decode.d8.loss_mask: 0.4698, decode.d8.loss_dice: 0.7257, loss: 16.3923 2022-04-27 06:10:12,462 - mmseg - INFO - Iter [97700/160000] lr: 5.591e-07, eta: 18:50:25, time: 1.044, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2223, decode.loss_mask: 0.4570, decode.loss_dice: 0.6947, decode.d0.loss_cls: 1.9030, decode.d0.loss_mask: 0.5032, decode.d0.loss_dice: 0.8054, decode.d1.loss_cls: 0.3143, decode.d1.loss_mask: 0.4742, decode.d1.loss_dice: 0.7380, decode.d2.loss_cls: 0.2774, decode.d2.loss_mask: 0.4651, decode.d2.loss_dice: 0.7180, decode.d3.loss_cls: 0.2448, decode.d3.loss_mask: 0.4632, decode.d3.loss_dice: 0.7015, decode.d4.loss_cls: 0.2357, decode.d4.loss_mask: 0.4609, decode.d4.loss_dice: 0.7002, decode.d5.loss_cls: 0.2364, decode.d5.loss_mask: 0.4596, decode.d5.loss_dice: 0.6991, decode.d6.loss_cls: 0.2339, decode.d6.loss_mask: 0.4584, decode.d6.loss_dice: 0.6971, decode.d7.loss_cls: 0.2246, decode.d7.loss_mask: 0.4577, decode.d7.loss_dice: 0.6938, decode.d8.loss_cls: 0.2263, decode.d8.loss_mask: 0.4567, decode.d8.loss_dice: 0.6957, loss: 15.9182 2022-04-27 06:11:04,903 - mmseg - INFO - Iter [97750/160000] lr: 5.586e-07, eta: 18:49:29, time: 1.048, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2325, decode.loss_mask: 0.4645, decode.loss_dice: 0.7319, decode.d0.loss_cls: 1.9554, decode.d0.loss_mask: 0.5031, decode.d0.loss_dice: 0.8374, decode.d1.loss_cls: 0.3208, decode.d1.loss_mask: 0.4782, decode.d1.loss_dice: 0.7700, decode.d2.loss_cls: 0.2658, decode.d2.loss_mask: 0.4713, decode.d2.loss_dice: 0.7498, decode.d3.loss_cls: 0.2479, decode.d3.loss_mask: 0.4695, decode.d3.loss_dice: 0.7358, decode.d4.loss_cls: 0.2362, decode.d4.loss_mask: 0.4669, decode.d4.loss_dice: 0.7399, decode.d5.loss_cls: 0.2308, decode.d5.loss_mask: 0.4662, decode.d5.loss_dice: 0.7335, decode.d6.loss_cls: 0.2422, decode.d6.loss_mask: 0.4648, decode.d6.loss_dice: 0.7324, decode.d7.loss_cls: 0.2293, decode.d7.loss_mask: 0.4651, decode.d7.loss_dice: 0.7309, decode.d8.loss_cls: 0.2302, decode.d8.loss_mask: 0.4639, decode.d8.loss_dice: 0.7303, loss: 16.3963 2022-04-27 06:11:57,322 - mmseg - INFO - Iter [97800/160000] lr: 5.582e-07, eta: 18:48:33, time: 1.049, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2494, decode.loss_mask: 0.4593, decode.loss_dice: 0.7377, decode.d0.loss_cls: 1.9709, decode.d0.loss_mask: 0.5039, decode.d0.loss_dice: 0.8494, decode.d1.loss_cls: 0.3458, decode.d1.loss_mask: 0.4813, decode.d1.loss_dice: 0.7855, decode.d2.loss_cls: 0.2911, decode.d2.loss_mask: 0.4686, decode.d2.loss_dice: 0.7660, decode.d3.loss_cls: 0.2758, decode.d3.loss_mask: 0.4611, decode.d3.loss_dice: 0.7540, decode.d4.loss_cls: 0.2649, decode.d4.loss_mask: 0.4604, decode.d4.loss_dice: 0.7437, decode.d5.loss_cls: 0.2652, decode.d5.loss_mask: 0.4588, decode.d5.loss_dice: 0.7491, decode.d6.loss_cls: 0.2563, decode.d6.loss_mask: 0.4594, decode.d6.loss_dice: 0.7424, decode.d7.loss_cls: 0.2542, decode.d7.loss_mask: 0.4587, decode.d7.loss_dice: 0.7463, decode.d8.loss_cls: 0.2512, decode.d8.loss_mask: 0.4582, decode.d8.loss_dice: 0.7413, loss: 16.7101 2022-04-27 06:12:49,832 - mmseg - INFO - Iter [97850/160000] lr: 5.577e-07, eta: 18:47:38, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2139, decode.loss_mask: 0.4481, decode.loss_dice: 0.7186, decode.d0.loss_cls: 1.9682, decode.d0.loss_mask: 0.4968, decode.d0.loss_dice: 0.8387, decode.d1.loss_cls: 0.3120, decode.d1.loss_mask: 0.4670, decode.d1.loss_dice: 0.7677, decode.d2.loss_cls: 0.2613, decode.d2.loss_mask: 0.4589, decode.d2.loss_dice: 0.7458, decode.d3.loss_cls: 0.2386, decode.d3.loss_mask: 0.4509, decode.d3.loss_dice: 0.7282, decode.d4.loss_cls: 0.2272, decode.d4.loss_mask: 0.4528, decode.d4.loss_dice: 0.7321, decode.d5.loss_cls: 0.2274, decode.d5.loss_mask: 0.4509, decode.d5.loss_dice: 0.7241, decode.d6.loss_cls: 0.2162, decode.d6.loss_mask: 0.4507, decode.d6.loss_dice: 0.7199, decode.d7.loss_cls: 0.2119, decode.d7.loss_mask: 0.4502, decode.d7.loss_dice: 0.7236, decode.d8.loss_cls: 0.2191, decode.d8.loss_mask: 0.4493, decode.d8.loss_dice: 0.7206, loss: 16.0905 2022-04-27 06:13:41,926 - mmseg - INFO - Iter [97900/160000] lr: 5.573e-07, eta: 18:46:42, time: 1.042, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2412, decode.loss_mask: 0.4674, decode.loss_dice: 0.7461, decode.d0.loss_cls: 1.9198, decode.d0.loss_mask: 0.5071, decode.d0.loss_dice: 0.8608, decode.d1.loss_cls: 0.3272, decode.d1.loss_mask: 0.4859, decode.d1.loss_dice: 0.7944, decode.d2.loss_cls: 0.2763, decode.d2.loss_mask: 0.4735, decode.d2.loss_dice: 0.7724, decode.d3.loss_cls: 0.2624, decode.d3.loss_mask: 0.4707, decode.d3.loss_dice: 0.7579, decode.d4.loss_cls: 0.2565, decode.d4.loss_mask: 0.4695, decode.d4.loss_dice: 0.7516, decode.d5.loss_cls: 0.2457, decode.d5.loss_mask: 0.4672, decode.d5.loss_dice: 0.7556, decode.d6.loss_cls: 0.2465, decode.d6.loss_mask: 0.4669, decode.d6.loss_dice: 0.7449, decode.d7.loss_cls: 0.2396, decode.d7.loss_mask: 0.4696, decode.d7.loss_dice: 0.7486, decode.d8.loss_cls: 0.2401, decode.d8.loss_mask: 0.4665, decode.d8.loss_dice: 0.7441, loss: 16.6760 2022-04-27 06:14:34,519 - mmseg - INFO - Iter [97950/160000] lr: 5.568e-07, eta: 18:45:46, time: 1.052, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2308, decode.loss_mask: 0.4771, decode.loss_dice: 0.7315, decode.d0.loss_cls: 1.9321, decode.d0.loss_mask: 0.5235, decode.d0.loss_dice: 0.8372, decode.d1.loss_cls: 0.3168, decode.d1.loss_mask: 0.4979, decode.d1.loss_dice: 0.7820, decode.d2.loss_cls: 0.2764, decode.d2.loss_mask: 0.4863, decode.d2.loss_dice: 0.7514, decode.d3.loss_cls: 0.2570, decode.d3.loss_mask: 0.4836, decode.d3.loss_dice: 0.7405, decode.d4.loss_cls: 0.2455, decode.d4.loss_mask: 0.4826, decode.d4.loss_dice: 0.7399, decode.d5.loss_cls: 0.2411, decode.d5.loss_mask: 0.4798, decode.d5.loss_dice: 0.7397, decode.d6.loss_cls: 0.2424, decode.d6.loss_mask: 0.4785, decode.d6.loss_dice: 0.7329, decode.d7.loss_cls: 0.2383, decode.d7.loss_mask: 0.4780, decode.d7.loss_dice: 0.7327, decode.d8.loss_cls: 0.2410, decode.d8.loss_mask: 0.4766, decode.d8.loss_dice: 0.7311, loss: 16.6043 2022-04-27 06:15:27,844 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 06:15:27,847 - mmseg - INFO - Iter [98000/160000] lr: 5.564e-07, eta: 18:44:51, time: 1.067, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2132, decode.loss_mask: 0.4593, decode.loss_dice: 0.7198, decode.d0.loss_cls: 1.9233, decode.d0.loss_mask: 0.5026, decode.d0.loss_dice: 0.8298, decode.d1.loss_cls: 0.3133, decode.d1.loss_mask: 0.4771, decode.d1.loss_dice: 0.7623, decode.d2.loss_cls: 0.2619, decode.d2.loss_mask: 0.4693, decode.d2.loss_dice: 0.7435, decode.d3.loss_cls: 0.2386, decode.d3.loss_mask: 0.4644, decode.d3.loss_dice: 0.7312, decode.d4.loss_cls: 0.2320, decode.d4.loss_mask: 0.4624, decode.d4.loss_dice: 0.7289, decode.d5.loss_cls: 0.2302, decode.d5.loss_mask: 0.4626, decode.d5.loss_dice: 0.7265, decode.d6.loss_cls: 0.2205, decode.d6.loss_mask: 0.4599, decode.d6.loss_dice: 0.7204, decode.d7.loss_cls: 0.2146, decode.d7.loss_mask: 0.4603, decode.d7.loss_dice: 0.7239, decode.d8.loss_cls: 0.2180, decode.d8.loss_mask: 0.4602, decode.d8.loss_dice: 0.7243, loss: 16.1543 2022-04-27 06:16:21,278 - mmseg - INFO - Iter [98050/160000] lr: 5.559e-07, eta: 18:43:56, time: 1.068, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2469, decode.loss_mask: 0.4816, decode.loss_dice: 0.7340, decode.d0.loss_cls: 1.9510, decode.d0.loss_mask: 0.5331, decode.d0.loss_dice: 0.8534, decode.d1.loss_cls: 0.3352, decode.d1.loss_mask: 0.4992, decode.d1.loss_dice: 0.7777, decode.d2.loss_cls: 0.2804, decode.d2.loss_mask: 0.4906, decode.d2.loss_dice: 0.7614, decode.d3.loss_cls: 0.2679, decode.d3.loss_mask: 0.4860, decode.d3.loss_dice: 0.7408, decode.d4.loss_cls: 0.2551, decode.d4.loss_mask: 0.4857, decode.d4.loss_dice: 0.7392, decode.d5.loss_cls: 0.2524, decode.d5.loss_mask: 0.4851, decode.d5.loss_dice: 0.7359, decode.d6.loss_cls: 0.2474, decode.d6.loss_mask: 0.4830, decode.d6.loss_dice: 0.7390, decode.d7.loss_cls: 0.2424, decode.d7.loss_mask: 0.4826, decode.d7.loss_dice: 0.7343, decode.d8.loss_cls: 0.2426, decode.d8.loss_mask: 0.4821, decode.d8.loss_dice: 0.7354, loss: 16.7813 2022-04-27 06:17:13,863 - mmseg - INFO - Iter [98100/160000] lr: 5.555e-07, eta: 18:43:00, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2415, decode.loss_mask: 0.4918, decode.loss_dice: 0.7451, decode.d0.loss_cls: 1.8994, decode.d0.loss_mask: 0.5449, decode.d0.loss_dice: 0.8488, decode.d1.loss_cls: 0.3319, decode.d1.loss_mask: 0.5099, decode.d1.loss_dice: 0.7837, decode.d2.loss_cls: 0.2876, decode.d2.loss_mask: 0.5003, decode.d2.loss_dice: 0.7675, decode.d3.loss_cls: 0.2611, decode.d3.loss_mask: 0.4990, decode.d3.loss_dice: 0.7508, decode.d4.loss_cls: 0.2475, decode.d4.loss_mask: 0.4965, decode.d4.loss_dice: 0.7532, decode.d5.loss_cls: 0.2459, decode.d5.loss_mask: 0.4946, decode.d5.loss_dice: 0.7517, decode.d6.loss_cls: 0.2442, decode.d6.loss_mask: 0.4942, decode.d6.loss_dice: 0.7462, decode.d7.loss_cls: 0.2422, decode.d7.loss_mask: 0.4918, decode.d7.loss_dice: 0.7451, decode.d8.loss_cls: 0.2456, decode.d8.loss_mask: 0.4913, decode.d8.loss_dice: 0.7465, loss: 16.8999 2022-04-27 06:18:06,374 - mmseg - INFO - Iter [98150/160000] lr: 5.550e-07, eta: 18:42:05, time: 1.050, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2318, decode.loss_mask: 0.4757, decode.loss_dice: 0.7425, decode.d0.loss_cls: 1.9547, decode.d0.loss_mask: 0.5192, decode.d0.loss_dice: 0.8503, decode.d1.loss_cls: 0.3204, decode.d1.loss_mask: 0.4913, decode.d1.loss_dice: 0.7891, decode.d2.loss_cls: 0.2719, decode.d2.loss_mask: 0.4825, decode.d2.loss_dice: 0.7631, decode.d3.loss_cls: 0.2549, decode.d3.loss_mask: 0.4776, decode.d3.loss_dice: 0.7453, decode.d4.loss_cls: 0.2491, decode.d4.loss_mask: 0.4761, decode.d4.loss_dice: 0.7423, decode.d5.loss_cls: 0.2393, decode.d5.loss_mask: 0.4769, decode.d5.loss_dice: 0.7460, decode.d6.loss_cls: 0.2344, decode.d6.loss_mask: 0.4760, decode.d6.loss_dice: 0.7330, decode.d7.loss_cls: 0.2338, decode.d7.loss_mask: 0.4757, decode.d7.loss_dice: 0.7379, decode.d8.loss_cls: 0.2315, decode.d8.loss_mask: 0.4763, decode.d8.loss_dice: 0.7446, loss: 16.6434 2022-04-27 06:18:58,923 - mmseg - INFO - Iter [98200/160000] lr: 5.546e-07, eta: 18:41:09, time: 1.051, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2724, decode.loss_mask: 0.4907, decode.loss_dice: 0.7680, decode.d0.loss_cls: 1.9703, decode.d0.loss_mask: 0.5378, decode.d0.loss_dice: 0.8835, decode.d1.loss_cls: 0.3609, decode.d1.loss_mask: 0.5090, decode.d1.loss_dice: 0.8166, decode.d2.loss_cls: 0.3118, decode.d2.loss_mask: 0.5008, decode.d2.loss_dice: 0.7988, decode.d3.loss_cls: 0.2922, decode.d3.loss_mask: 0.4978, decode.d3.loss_dice: 0.7795, decode.d4.loss_cls: 0.2807, decode.d4.loss_mask: 0.4961, decode.d4.loss_dice: 0.7760, decode.d5.loss_cls: 0.2850, decode.d5.loss_mask: 0.4959, decode.d5.loss_dice: 0.7765, decode.d6.loss_cls: 0.2834, decode.d6.loss_mask: 0.4941, decode.d6.loss_dice: 0.7708, decode.d7.loss_cls: 0.2740, decode.d7.loss_mask: 0.4923, decode.d7.loss_dice: 0.7686, decode.d8.loss_cls: 0.2721, decode.d8.loss_mask: 0.4900, decode.d8.loss_dice: 0.7716, loss: 17.5171 2022-04-27 06:19:51,620 - mmseg - INFO - Iter [98250/160000] lr: 5.541e-07, eta: 18:40:14, time: 1.054, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2576, decode.loss_mask: 0.4744, decode.loss_dice: 0.7610, decode.d0.loss_cls: 1.9631, decode.d0.loss_mask: 0.5193, decode.d0.loss_dice: 0.8815, decode.d1.loss_cls: 0.3506, decode.d1.loss_mask: 0.4893, decode.d1.loss_dice: 0.8063, decode.d2.loss_cls: 0.2975, decode.d2.loss_mask: 0.4810, decode.d2.loss_dice: 0.7846, decode.d3.loss_cls: 0.2827, decode.d3.loss_mask: 0.4770, decode.d3.loss_dice: 0.7682, decode.d4.loss_cls: 0.2707, decode.d4.loss_mask: 0.4757, decode.d4.loss_dice: 0.7718, decode.d5.loss_cls: 0.2707, decode.d5.loss_mask: 0.4740, decode.d5.loss_dice: 0.7666, decode.d6.loss_cls: 0.2585, decode.d6.loss_mask: 0.4760, decode.d6.loss_dice: 0.7612, decode.d7.loss_cls: 0.2600, decode.d7.loss_mask: 0.4744, decode.d7.loss_dice: 0.7614, decode.d8.loss_cls: 0.2603, decode.d8.loss_mask: 0.4733, decode.d8.loss_dice: 0.7634, loss: 17.1120 2022-04-27 06:20:43,911 - mmseg - INFO - Iter [98300/160000] lr: 5.537e-07, eta: 18:39:18, time: 1.046, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2154, decode.loss_mask: 0.4779, decode.loss_dice: 0.7313, decode.d0.loss_cls: 1.8836, decode.d0.loss_mask: 0.5284, decode.d0.loss_dice: 0.8383, decode.d1.loss_cls: 0.3043, decode.d1.loss_mask: 0.4965, decode.d1.loss_dice: 0.7758, decode.d2.loss_cls: 0.2687, decode.d2.loss_mask: 0.4828, decode.d2.loss_dice: 0.7579, decode.d3.loss_cls: 0.2415, decode.d3.loss_mask: 0.4801, decode.d3.loss_dice: 0.7385, decode.d4.loss_cls: 0.2333, decode.d4.loss_mask: 0.4785, decode.d4.loss_dice: 0.7401, decode.d5.loss_cls: 0.2270, decode.d5.loss_mask: 0.4769, decode.d5.loss_dice: 0.7350, decode.d6.loss_cls: 0.2224, decode.d6.loss_mask: 0.4784, decode.d6.loss_dice: 0.7285, decode.d7.loss_cls: 0.2169, decode.d7.loss_mask: 0.4768, decode.d7.loss_dice: 0.7310, decode.d8.loss_cls: 0.2153, decode.d8.loss_mask: 0.4770, decode.d8.loss_dice: 0.7326, loss: 16.3907 2022-04-27 06:21:35,906 - mmseg - INFO - Iter [98350/160000] lr: 5.532e-07, eta: 18:38:22, time: 1.040, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2379, decode.loss_mask: 0.4677, decode.loss_dice: 0.7471, decode.d0.loss_cls: 1.9564, decode.d0.loss_mask: 0.5072, decode.d0.loss_dice: 0.8590, decode.d1.loss_cls: 0.3304, decode.d1.loss_mask: 0.4855, decode.d1.loss_dice: 0.7939, decode.d2.loss_cls: 0.2844, decode.d2.loss_mask: 0.4764, decode.d2.loss_dice: 0.7703, decode.d3.loss_cls: 0.2592, decode.d3.loss_mask: 0.4718, decode.d3.loss_dice: 0.7563, decode.d4.loss_cls: 0.2554, decode.d4.loss_mask: 0.4722, decode.d4.loss_dice: 0.7552, decode.d5.loss_cls: 0.2527, decode.d5.loss_mask: 0.4692, decode.d5.loss_dice: 0.7554, decode.d6.loss_cls: 0.2495, decode.d6.loss_mask: 0.4690, decode.d6.loss_dice: 0.7525, decode.d7.loss_cls: 0.2445, decode.d7.loss_mask: 0.4665, decode.d7.loss_dice: 0.7518, decode.d8.loss_cls: 0.2478, decode.d8.loss_mask: 0.4662, decode.d8.loss_dice: 0.7488, loss: 16.7600 2022-04-27 06:22:28,622 - mmseg - INFO - Iter [98400/160000] lr: 5.528e-07, eta: 18:37:26, time: 1.054, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2507, decode.loss_mask: 0.4698, decode.loss_dice: 0.7268, decode.d0.loss_cls: 1.9551, decode.d0.loss_mask: 0.5195, decode.d0.loss_dice: 0.8413, decode.d1.loss_cls: 0.3448, decode.d1.loss_mask: 0.4893, decode.d1.loss_dice: 0.7755, decode.d2.loss_cls: 0.3002, decode.d2.loss_mask: 0.4772, decode.d2.loss_dice: 0.7515, decode.d3.loss_cls: 0.2704, decode.d3.loss_mask: 0.4742, decode.d3.loss_dice: 0.7387, decode.d4.loss_cls: 0.2611, decode.d4.loss_mask: 0.4733, decode.d4.loss_dice: 0.7396, decode.d5.loss_cls: 0.2585, decode.d5.loss_mask: 0.4714, decode.d5.loss_dice: 0.7344, decode.d6.loss_cls: 0.2551, decode.d6.loss_mask: 0.4700, decode.d6.loss_dice: 0.7330, decode.d7.loss_cls: 0.2543, decode.d7.loss_mask: 0.4719, decode.d7.loss_dice: 0.7305, decode.d8.loss_cls: 0.2493, decode.d8.loss_mask: 0.4709, decode.d8.loss_dice: 0.7300, loss: 16.6884 2022-04-27 06:23:21,417 - mmseg - INFO - Iter [98450/160000] lr: 5.523e-07, eta: 18:36:31, time: 1.056, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2437, decode.loss_mask: 0.4696, decode.loss_dice: 0.7165, decode.d0.loss_cls: 1.9562, decode.d0.loss_mask: 0.5171, decode.d0.loss_dice: 0.8379, decode.d1.loss_cls: 0.3344, decode.d1.loss_mask: 0.4864, decode.d1.loss_dice: 0.7642, decode.d2.loss_cls: 0.2923, decode.d2.loss_mask: 0.4755, decode.d2.loss_dice: 0.7367, decode.d3.loss_cls: 0.2622, decode.d3.loss_mask: 0.4739, decode.d3.loss_dice: 0.7319, decode.d4.loss_cls: 0.2485, decode.d4.loss_mask: 0.4714, decode.d4.loss_dice: 0.7259, decode.d5.loss_cls: 0.2501, decode.d5.loss_mask: 0.4729, decode.d5.loss_dice: 0.7277, decode.d6.loss_cls: 0.2464, decode.d6.loss_mask: 0.4714, decode.d6.loss_dice: 0.7231, decode.d7.loss_cls: 0.2421, decode.d7.loss_mask: 0.4702, decode.d7.loss_dice: 0.7213, decode.d8.loss_cls: 0.2389, decode.d8.loss_mask: 0.4708, decode.d8.loss_dice: 0.7182, loss: 16.4974 2022-04-27 06:24:13,642 - mmseg - INFO - Iter [98500/160000] lr: 5.519e-07, eta: 18:35:35, time: 1.044, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2622, decode.loss_mask: 0.4646, decode.loss_dice: 0.7511, decode.d0.loss_cls: 1.9670, decode.d0.loss_mask: 0.5082, decode.d0.loss_dice: 0.8634, decode.d1.loss_cls: 0.3498, decode.d1.loss_mask: 0.4812, decode.d1.loss_dice: 0.7956, decode.d2.loss_cls: 0.3037, decode.d2.loss_mask: 0.4740, decode.d2.loss_dice: 0.7761, decode.d3.loss_cls: 0.2804, decode.d3.loss_mask: 0.4703, decode.d3.loss_dice: 0.7631, decode.d4.loss_cls: 0.2692, decode.d4.loss_mask: 0.4696, decode.d4.loss_dice: 0.7602, decode.d5.loss_cls: 0.2713, decode.d5.loss_mask: 0.4662, decode.d5.loss_dice: 0.7579, decode.d6.loss_cls: 0.2657, decode.d6.loss_mask: 0.4645, decode.d6.loss_dice: 0.7521, decode.d7.loss_cls: 0.2636, decode.d7.loss_mask: 0.4652, decode.d7.loss_dice: 0.7544, decode.d8.loss_cls: 0.2617, decode.d8.loss_mask: 0.4645, decode.d8.loss_dice: 0.7542, loss: 16.9507 2022-04-27 06:25:09,042 - mmseg - INFO - Iter [98550/160000] lr: 5.514e-07, eta: 18:34:41, time: 1.108, data_time: 0.063, memory: 64049, decode.loss_cls: 0.2514, decode.loss_mask: 0.4753, decode.loss_dice: 0.7442, decode.d0.loss_cls: 1.9706, decode.d0.loss_mask: 0.5268, decode.d0.loss_dice: 0.8690, decode.d1.loss_cls: 0.3502, decode.d1.loss_mask: 0.4929, decode.d1.loss_dice: 0.7903, decode.d2.loss_cls: 0.3020, decode.d2.loss_mask: 0.4812, decode.d2.loss_dice: 0.7714, decode.d3.loss_cls: 0.2803, decode.d3.loss_mask: 0.4767, decode.d3.loss_dice: 0.7564, decode.d4.loss_cls: 0.2653, decode.d4.loss_mask: 0.4786, decode.d4.loss_dice: 0.7510, decode.d5.loss_cls: 0.2607, decode.d5.loss_mask: 0.4757, decode.d5.loss_dice: 0.7514, decode.d6.loss_cls: 0.2661, decode.d6.loss_mask: 0.4752, decode.d6.loss_dice: 0.7429, decode.d7.loss_cls: 0.2554, decode.d7.loss_mask: 0.4763, decode.d7.loss_dice: 0.7469, decode.d8.loss_cls: 0.2579, decode.d8.loss_mask: 0.4739, decode.d8.loss_dice: 0.7491, loss: 16.9651 2022-04-27 06:26:00,668 - mmseg - INFO - Iter [98600/160000] lr: 5.510e-07, eta: 18:33:45, time: 1.032, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2498, decode.loss_mask: 0.5030, decode.loss_dice: 0.7500, decode.d0.loss_cls: 1.9362, decode.d0.loss_mask: 0.5483, decode.d0.loss_dice: 0.8627, decode.d1.loss_cls: 0.3368, decode.d1.loss_mask: 0.5216, decode.d1.loss_dice: 0.7921, decode.d2.loss_cls: 0.2903, decode.d2.loss_mask: 0.5113, decode.d2.loss_dice: 0.7684, decode.d3.loss_cls: 0.2635, decode.d3.loss_mask: 0.5047, decode.d3.loss_dice: 0.7599, decode.d4.loss_cls: 0.2608, decode.d4.loss_mask: 0.5035, decode.d4.loss_dice: 0.7513, decode.d5.loss_cls: 0.2572, decode.d5.loss_mask: 0.5047, decode.d5.loss_dice: 0.7545, decode.d6.loss_cls: 0.2525, decode.d6.loss_mask: 0.5037, decode.d6.loss_dice: 0.7496, decode.d7.loss_cls: 0.2461, decode.d7.loss_mask: 0.5027, decode.d7.loss_dice: 0.7525, decode.d8.loss_cls: 0.2469, decode.d8.loss_mask: 0.5024, decode.d8.loss_dice: 0.7472, loss: 17.1340 2022-04-27 06:26:53,082 - mmseg - INFO - Iter [98650/160000] lr: 5.505e-07, eta: 18:32:50, time: 1.048, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2451, decode.loss_mask: 0.4655, decode.loss_dice: 0.7349, decode.d0.loss_cls: 1.8980, decode.d0.loss_mask: 0.5080, decode.d0.loss_dice: 0.8470, decode.d1.loss_cls: 0.3171, decode.d1.loss_mask: 0.4842, decode.d1.loss_dice: 0.7763, decode.d2.loss_cls: 0.2737, decode.d2.loss_mask: 0.4749, decode.d2.loss_dice: 0.7538, decode.d3.loss_cls: 0.2548, decode.d3.loss_mask: 0.4696, decode.d3.loss_dice: 0.7481, decode.d4.loss_cls: 0.2399, decode.d4.loss_mask: 0.4692, decode.d4.loss_dice: 0.7434, decode.d5.loss_cls: 0.2401, decode.d5.loss_mask: 0.4698, decode.d5.loss_dice: 0.7419, decode.d6.loss_cls: 0.2387, decode.d6.loss_mask: 0.4675, decode.d6.loss_dice: 0.7354, decode.d7.loss_cls: 0.2404, decode.d7.loss_mask: 0.4661, decode.d7.loss_dice: 0.7395, decode.d8.loss_cls: 0.2408, decode.d8.loss_mask: 0.4665, decode.d8.loss_dice: 0.7354, loss: 16.4853 2022-04-27 06:27:44,860 - mmseg - INFO - Iter [98700/160000] lr: 5.501e-07, eta: 18:31:54, time: 1.035, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2259, decode.loss_mask: 0.4589, decode.loss_dice: 0.7110, decode.d0.loss_cls: 1.9514, decode.d0.loss_mask: 0.5001, decode.d0.loss_dice: 0.8275, decode.d1.loss_cls: 0.3342, decode.d1.loss_mask: 0.4757, decode.d1.loss_dice: 0.7488, decode.d2.loss_cls: 0.2731, decode.d2.loss_mask: 0.4689, decode.d2.loss_dice: 0.7364, decode.d3.loss_cls: 0.2488, decode.d3.loss_mask: 0.4623, decode.d3.loss_dice: 0.7164, decode.d4.loss_cls: 0.2394, decode.d4.loss_mask: 0.4635, decode.d4.loss_dice: 0.7188, decode.d5.loss_cls: 0.2340, decode.d5.loss_mask: 0.4608, decode.d5.loss_dice: 0.7209, decode.d6.loss_cls: 0.2378, decode.d6.loss_mask: 0.4599, decode.d6.loss_dice: 0.7132, decode.d7.loss_cls: 0.2292, decode.d7.loss_mask: 0.4590, decode.d7.loss_dice: 0.7146, decode.d8.loss_cls: 0.2259, decode.d8.loss_mask: 0.4592, decode.d8.loss_dice: 0.7115, loss: 16.1872 2022-04-27 06:28:37,122 - mmseg - INFO - Iter [98750/160000] lr: 5.496e-07, eta: 18:30:58, time: 1.045, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2418, decode.loss_mask: 0.4628, decode.loss_dice: 0.7469, decode.d0.loss_cls: 1.9391, decode.d0.loss_mask: 0.5099, decode.d0.loss_dice: 0.8565, decode.d1.loss_cls: 0.3277, decode.d1.loss_mask: 0.4850, decode.d1.loss_dice: 0.7919, decode.d2.loss_cls: 0.2827, decode.d2.loss_mask: 0.4744, decode.d2.loss_dice: 0.7653, decode.d3.loss_cls: 0.2593, decode.d3.loss_mask: 0.4698, decode.d3.loss_dice: 0.7556, decode.d4.loss_cls: 0.2536, decode.d4.loss_mask: 0.4673, decode.d4.loss_dice: 0.7564, decode.d5.loss_cls: 0.2460, decode.d5.loss_mask: 0.4677, decode.d5.loss_dice: 0.7560, decode.d6.loss_cls: 0.2469, decode.d6.loss_mask: 0.4654, decode.d6.loss_dice: 0.7498, decode.d7.loss_cls: 0.2466, decode.d7.loss_mask: 0.4639, decode.d7.loss_dice: 0.7476, decode.d8.loss_cls: 0.2443, decode.d8.loss_mask: 0.4636, decode.d8.loss_dice: 0.7484, loss: 16.6922 2022-04-27 06:29:29,370 - mmseg - INFO - Iter [98800/160000] lr: 5.492e-07, eta: 18:30:02, time: 1.045, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2420, decode.loss_mask: 0.4861, decode.loss_dice: 0.7569, decode.d0.loss_cls: 1.9643, decode.d0.loss_mask: 0.5280, decode.d0.loss_dice: 0.8740, decode.d1.loss_cls: 0.3387, decode.d1.loss_mask: 0.5061, decode.d1.loss_dice: 0.8041, decode.d2.loss_cls: 0.2934, decode.d2.loss_mask: 0.4911, decode.d2.loss_dice: 0.7735, decode.d3.loss_cls: 0.2703, decode.d3.loss_mask: 0.4880, decode.d3.loss_dice: 0.7591, decode.d4.loss_cls: 0.2550, decode.d4.loss_mask: 0.4894, decode.d4.loss_dice: 0.7607, decode.d5.loss_cls: 0.2502, decode.d5.loss_mask: 0.4878, decode.d5.loss_dice: 0.7588, decode.d6.loss_cls: 0.2428, decode.d6.loss_mask: 0.4870, decode.d6.loss_dice: 0.7575, decode.d7.loss_cls: 0.2448, decode.d7.loss_mask: 0.4860, decode.d7.loss_dice: 0.7567, decode.d8.loss_cls: 0.2437, decode.d8.loss_mask: 0.4866, decode.d8.loss_dice: 0.7562, loss: 17.0390 2022-04-27 06:30:21,579 - mmseg - INFO - Iter [98850/160000] lr: 5.488e-07, eta: 18:29:06, time: 1.044, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2235, decode.loss_mask: 0.4658, decode.loss_dice: 0.7364, decode.d0.loss_cls: 1.9493, decode.d0.loss_mask: 0.5147, decode.d0.loss_dice: 0.8552, decode.d1.loss_cls: 0.3126, decode.d1.loss_mask: 0.4830, decode.d1.loss_dice: 0.7883, decode.d2.loss_cls: 0.2585, decode.d2.loss_mask: 0.4737, decode.d2.loss_dice: 0.7572, decode.d3.loss_cls: 0.2397, decode.d3.loss_mask: 0.4690, decode.d3.loss_dice: 0.7458, decode.d4.loss_cls: 0.2299, decode.d4.loss_mask: 0.4690, decode.d4.loss_dice: 0.7487, decode.d5.loss_cls: 0.2268, decode.d5.loss_mask: 0.4658, decode.d5.loss_dice: 0.7414, decode.d6.loss_cls: 0.2200, decode.d6.loss_mask: 0.4658, decode.d6.loss_dice: 0.7401, decode.d7.loss_cls: 0.2240, decode.d7.loss_mask: 0.4650, decode.d7.loss_dice: 0.7340, decode.d8.loss_cls: 0.2220, decode.d8.loss_mask: 0.4663, decode.d8.loss_dice: 0.7384, loss: 16.4299 2022-04-27 06:31:14,350 - mmseg - INFO - Iter [98900/160000] lr: 5.483e-07, eta: 18:28:11, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2387, decode.loss_mask: 0.4739, decode.loss_dice: 0.7355, decode.d0.loss_cls: 1.9150, decode.d0.loss_mask: 0.5216, decode.d0.loss_dice: 0.8460, decode.d1.loss_cls: 0.3232, decode.d1.loss_mask: 0.4912, decode.d1.loss_dice: 0.7835, decode.d2.loss_cls: 0.2738, decode.d2.loss_mask: 0.4838, decode.d2.loss_dice: 0.7638, decode.d3.loss_cls: 0.2573, decode.d3.loss_mask: 0.4771, decode.d3.loss_dice: 0.7495, decode.d4.loss_cls: 0.2523, decode.d4.loss_mask: 0.4763, decode.d4.loss_dice: 0.7477, decode.d5.loss_cls: 0.2473, decode.d5.loss_mask: 0.4738, decode.d5.loss_dice: 0.7436, decode.d6.loss_cls: 0.2513, decode.d6.loss_mask: 0.4734, decode.d6.loss_dice: 0.7360, decode.d7.loss_cls: 0.2377, decode.d7.loss_mask: 0.4730, decode.d7.loss_dice: 0.7374, decode.d8.loss_cls: 0.2508, decode.d8.loss_mask: 0.4746, decode.d8.loss_dice: 0.7377, loss: 16.6467 2022-04-27 06:32:07,402 - mmseg - INFO - Iter [98950/160000] lr: 5.479e-07, eta: 18:27:16, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2283, decode.loss_mask: 0.4801, decode.loss_dice: 0.7327, decode.d0.loss_cls: 1.9616, decode.d0.loss_mask: 0.5267, decode.d0.loss_dice: 0.8351, decode.d1.loss_cls: 0.3212, decode.d1.loss_mask: 0.4987, decode.d1.loss_dice: 0.7763, decode.d2.loss_cls: 0.2757, decode.d2.loss_mask: 0.4910, decode.d2.loss_dice: 0.7560, decode.d3.loss_cls: 0.2507, decode.d3.loss_mask: 0.4888, decode.d3.loss_dice: 0.7448, decode.d4.loss_cls: 0.2432, decode.d4.loss_mask: 0.4868, decode.d4.loss_dice: 0.7421, decode.d5.loss_cls: 0.2372, decode.d5.loss_mask: 0.4819, decode.d5.loss_dice: 0.7433, decode.d6.loss_cls: 0.2317, decode.d6.loss_mask: 0.4817, decode.d6.loss_dice: 0.7345, decode.d7.loss_cls: 0.2347, decode.d7.loss_mask: 0.4822, decode.d7.loss_dice: 0.7316, decode.d8.loss_cls: 0.2284, decode.d8.loss_mask: 0.4813, decode.d8.loss_dice: 0.7327, loss: 16.6411 2022-04-27 06:32:59,909 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 06:32:59,913 - mmseg - INFO - Iter [99000/160000] lr: 5.474e-07, eta: 18:26:20, time: 1.050, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2337, decode.loss_mask: 0.4797, decode.loss_dice: 0.7200, decode.d0.loss_cls: 1.9042, decode.d0.loss_mask: 0.5233, decode.d0.loss_dice: 0.8267, decode.d1.loss_cls: 0.3235, decode.d1.loss_mask: 0.4948, decode.d1.loss_dice: 0.7589, decode.d2.loss_cls: 0.2774, decode.d2.loss_mask: 0.4865, decode.d2.loss_dice: 0.7369, decode.d3.loss_cls: 0.2543, decode.d3.loss_mask: 0.4815, decode.d3.loss_dice: 0.7229, decode.d4.loss_cls: 0.2478, decode.d4.loss_mask: 0.4816, decode.d4.loss_dice: 0.7261, decode.d5.loss_cls: 0.2346, decode.d5.loss_mask: 0.4829, decode.d5.loss_dice: 0.7267, decode.d6.loss_cls: 0.2392, decode.d6.loss_mask: 0.4797, decode.d6.loss_dice: 0.7190, decode.d7.loss_cls: 0.2311, decode.d7.loss_mask: 0.4807, decode.d7.loss_dice: 0.7217, decode.d8.loss_cls: 0.2293, decode.d8.loss_mask: 0.4806, decode.d8.loss_dice: 0.7227, loss: 16.4282 2022-04-27 06:33:52,700 - mmseg - INFO - Iter [99050/160000] lr: 5.470e-07, eta: 18:25:25, time: 1.056, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2433, decode.loss_mask: 0.4541, decode.loss_dice: 0.7193, decode.d0.loss_cls: 1.8990, decode.d0.loss_mask: 0.4974, decode.d0.loss_dice: 0.8353, decode.d1.loss_cls: 0.3266, decode.d1.loss_mask: 0.4699, decode.d1.loss_dice: 0.7615, decode.d2.loss_cls: 0.2722, decode.d2.loss_mask: 0.4598, decode.d2.loss_dice: 0.7414, decode.d3.loss_cls: 0.2569, decode.d3.loss_mask: 0.4553, decode.d3.loss_dice: 0.7255, decode.d4.loss_cls: 0.2475, decode.d4.loss_mask: 0.4561, decode.d4.loss_dice: 0.7280, decode.d5.loss_cls: 0.2444, decode.d5.loss_mask: 0.4558, decode.d5.loss_dice: 0.7249, decode.d6.loss_cls: 0.2414, decode.d6.loss_mask: 0.4563, decode.d6.loss_dice: 0.7222, decode.d7.loss_cls: 0.2422, decode.d7.loss_mask: 0.4550, decode.d7.loss_dice: 0.7208, decode.d8.loss_cls: 0.2421, decode.d8.loss_mask: 0.4555, decode.d8.loss_dice: 0.7205, loss: 16.2300 2022-04-27 06:34:44,376 - mmseg - INFO - Iter [99100/160000] lr: 5.465e-07, eta: 18:24:28, time: 1.034, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2324, decode.loss_mask: 0.4677, decode.loss_dice: 0.7087, decode.d0.loss_cls: 1.9324, decode.d0.loss_mask: 0.5113, decode.d0.loss_dice: 0.8151, decode.d1.loss_cls: 0.3263, decode.d1.loss_mask: 0.4853, decode.d1.loss_dice: 0.7511, decode.d2.loss_cls: 0.2861, decode.d2.loss_mask: 0.4760, decode.d2.loss_dice: 0.7279, decode.d3.loss_cls: 0.2603, decode.d3.loss_mask: 0.4729, decode.d3.loss_dice: 0.7144, decode.d4.loss_cls: 0.2475, decode.d4.loss_mask: 0.4692, decode.d4.loss_dice: 0.7169, decode.d5.loss_cls: 0.2436, decode.d5.loss_mask: 0.4702, decode.d5.loss_dice: 0.7158, decode.d6.loss_cls: 0.2387, decode.d6.loss_mask: 0.4698, decode.d6.loss_dice: 0.7103, decode.d7.loss_cls: 0.2321, decode.d7.loss_mask: 0.4668, decode.d7.loss_dice: 0.7126, decode.d8.loss_cls: 0.2294, decode.d8.loss_mask: 0.4673, decode.d8.loss_dice: 0.7128, loss: 16.2710 2022-04-27 06:35:35,972 - mmseg - INFO - Iter [99150/160000] lr: 5.461e-07, eta: 18:23:32, time: 1.032, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2334, decode.loss_mask: 0.4930, decode.loss_dice: 0.7824, decode.d0.loss_cls: 1.9345, decode.d0.loss_mask: 0.5383, decode.d0.loss_dice: 0.8954, decode.d1.loss_cls: 0.3202, decode.d1.loss_mask: 0.5132, decode.d1.loss_dice: 0.8198, decode.d2.loss_cls: 0.2760, decode.d2.loss_mask: 0.5010, decode.d2.loss_dice: 0.7980, decode.d3.loss_cls: 0.2559, decode.d3.loss_mask: 0.4956, decode.d3.loss_dice: 0.7882, decode.d4.loss_cls: 0.2490, decode.d4.loss_mask: 0.4951, decode.d4.loss_dice: 0.7843, decode.d5.loss_cls: 0.2425, decode.d5.loss_mask: 0.4953, decode.d5.loss_dice: 0.7869, decode.d6.loss_cls: 0.2373, decode.d6.loss_mask: 0.4950, decode.d6.loss_dice: 0.7817, decode.d7.loss_cls: 0.2318, decode.d7.loss_mask: 0.4935, decode.d7.loss_dice: 0.7829, decode.d8.loss_cls: 0.2335, decode.d8.loss_mask: 0.4935, decode.d8.loss_dice: 0.7828, loss: 17.2299 2022-04-27 06:36:28,443 - mmseg - INFO - Iter [99200/160000] lr: 5.456e-07, eta: 18:22:37, time: 1.050, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2424, decode.loss_mask: 0.4931, decode.loss_dice: 0.7409, decode.d0.loss_cls: 1.9232, decode.d0.loss_mask: 0.5382, decode.d0.loss_dice: 0.8508, decode.d1.loss_cls: 0.3085, decode.d1.loss_mask: 0.5095, decode.d1.loss_dice: 0.7877, decode.d2.loss_cls: 0.2781, decode.d2.loss_mask: 0.4982, decode.d2.loss_dice: 0.7662, decode.d3.loss_cls: 0.2564, decode.d3.loss_mask: 0.4970, decode.d3.loss_dice: 0.7585, decode.d4.loss_cls: 0.2522, decode.d4.loss_mask: 0.4975, decode.d4.loss_dice: 0.7553, decode.d5.loss_cls: 0.2503, decode.d5.loss_mask: 0.4982, decode.d5.loss_dice: 0.7475, decode.d6.loss_cls: 0.2476, decode.d6.loss_mask: 0.4951, decode.d6.loss_dice: 0.7385, decode.d7.loss_cls: 0.2478, decode.d7.loss_mask: 0.4929, decode.d7.loss_dice: 0.7394, decode.d8.loss_cls: 0.2506, decode.d8.loss_mask: 0.4939, decode.d8.loss_dice: 0.7414, loss: 16.8970 2022-04-27 06:37:21,685 - mmseg - INFO - Iter [99250/160000] lr: 5.452e-07, eta: 18:21:42, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2378, decode.loss_mask: 0.4573, decode.loss_dice: 0.7210, decode.d0.loss_cls: 1.9500, decode.d0.loss_mask: 0.5083, decode.d0.loss_dice: 0.8390, decode.d1.loss_cls: 0.3294, decode.d1.loss_mask: 0.4786, decode.d1.loss_dice: 0.7714, decode.d2.loss_cls: 0.2828, decode.d2.loss_mask: 0.4721, decode.d2.loss_dice: 0.7465, decode.d3.loss_cls: 0.2622, decode.d3.loss_mask: 0.4648, decode.d3.loss_dice: 0.7287, decode.d4.loss_cls: 0.2516, decode.d4.loss_mask: 0.4619, decode.d4.loss_dice: 0.7318, decode.d5.loss_cls: 0.2486, decode.d5.loss_mask: 0.4615, decode.d5.loss_dice: 0.7287, decode.d6.loss_cls: 0.2411, decode.d6.loss_mask: 0.4595, decode.d6.loss_dice: 0.7220, decode.d7.loss_cls: 0.2393, decode.d7.loss_mask: 0.4598, decode.d7.loss_dice: 0.7250, decode.d8.loss_cls: 0.2373, decode.d8.loss_mask: 0.4584, decode.d8.loss_dice: 0.7192, loss: 16.3957 2022-04-27 06:38:14,369 - mmseg - INFO - Iter [99300/160000] lr: 5.447e-07, eta: 18:20:46, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2238, decode.loss_mask: 0.4758, decode.loss_dice: 0.7413, decode.d0.loss_cls: 1.9230, decode.d0.loss_mask: 0.5280, decode.d0.loss_dice: 0.8656, decode.d1.loss_cls: 0.3200, decode.d1.loss_mask: 0.4932, decode.d1.loss_dice: 0.7873, decode.d2.loss_cls: 0.2721, decode.d2.loss_mask: 0.4865, decode.d2.loss_dice: 0.7658, decode.d3.loss_cls: 0.2492, decode.d3.loss_mask: 0.4813, decode.d3.loss_dice: 0.7528, decode.d4.loss_cls: 0.2429, decode.d4.loss_mask: 0.4791, decode.d4.loss_dice: 0.7483, decode.d5.loss_cls: 0.2326, decode.d5.loss_mask: 0.4799, decode.d5.loss_dice: 0.7463, decode.d6.loss_cls: 0.2274, decode.d6.loss_mask: 0.4768, decode.d6.loss_dice: 0.7437, decode.d7.loss_cls: 0.2284, decode.d7.loss_mask: 0.4768, decode.d7.loss_dice: 0.7433, decode.d8.loss_cls: 0.2198, decode.d8.loss_mask: 0.4772, decode.d8.loss_dice: 0.7422, loss: 16.6307 2022-04-27 06:39:06,655 - mmseg - INFO - Iter [99350/160000] lr: 5.443e-07, eta: 18:19:50, time: 1.046, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2313, decode.loss_mask: 0.4591, decode.loss_dice: 0.7348, decode.d0.loss_cls: 1.9461, decode.d0.loss_mask: 0.5070, decode.d0.loss_dice: 0.8510, decode.d1.loss_cls: 0.3221, decode.d1.loss_mask: 0.4753, decode.d1.loss_dice: 0.7833, decode.d2.loss_cls: 0.2806, decode.d2.loss_mask: 0.4675, decode.d2.loss_dice: 0.7595, decode.d3.loss_cls: 0.2554, decode.d3.loss_mask: 0.4632, decode.d3.loss_dice: 0.7481, decode.d4.loss_cls: 0.2432, decode.d4.loss_mask: 0.4621, decode.d4.loss_dice: 0.7461, decode.d5.loss_cls: 0.2429, decode.d5.loss_mask: 0.4611, decode.d5.loss_dice: 0.7404, decode.d6.loss_cls: 0.2378, decode.d6.loss_mask: 0.4602, decode.d6.loss_dice: 0.7364, decode.d7.loss_cls: 0.2361, decode.d7.loss_mask: 0.4602, decode.d7.loss_dice: 0.7413, decode.d8.loss_cls: 0.2349, decode.d8.loss_mask: 0.4586, decode.d8.loss_dice: 0.7364, loss: 16.4820 2022-04-27 06:39:59,472 - mmseg - INFO - Iter [99400/160000] lr: 5.438e-07, eta: 18:18:55, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2259, decode.loss_mask: 0.4709, decode.loss_dice: 0.7390, decode.d0.loss_cls: 1.9597, decode.d0.loss_mask: 0.5165, decode.d0.loss_dice: 0.8517, decode.d1.loss_cls: 0.3261, decode.d1.loss_mask: 0.4869, decode.d1.loss_dice: 0.7839, decode.d2.loss_cls: 0.2787, decode.d2.loss_mask: 0.4802, decode.d2.loss_dice: 0.7655, decode.d3.loss_cls: 0.2568, decode.d3.loss_mask: 0.4757, decode.d3.loss_dice: 0.7518, decode.d4.loss_cls: 0.2478, decode.d4.loss_mask: 0.4733, decode.d4.loss_dice: 0.7495, decode.d5.loss_cls: 0.2402, decode.d5.loss_mask: 0.4738, decode.d5.loss_dice: 0.7485, decode.d6.loss_cls: 0.2318, decode.d6.loss_mask: 0.4735, decode.d6.loss_dice: 0.7443, decode.d7.loss_cls: 0.2287, decode.d7.loss_mask: 0.4729, decode.d7.loss_dice: 0.7433, decode.d8.loss_cls: 0.2285, decode.d8.loss_mask: 0.4719, decode.d8.loss_dice: 0.7411, loss: 16.6387 2022-04-27 06:40:52,073 - mmseg - INFO - Iter [99450/160000] lr: 5.434e-07, eta: 18:18:00, time: 1.052, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2437, decode.loss_mask: 0.4644, decode.loss_dice: 0.7398, decode.d0.loss_cls: 1.9399, decode.d0.loss_mask: 0.5083, decode.d0.loss_dice: 0.8521, decode.d1.loss_cls: 0.3487, decode.d1.loss_mask: 0.4822, decode.d1.loss_dice: 0.7896, decode.d2.loss_cls: 0.3042, decode.d2.loss_mask: 0.4732, decode.d2.loss_dice: 0.7643, decode.d3.loss_cls: 0.2726, decode.d3.loss_mask: 0.4696, decode.d3.loss_dice: 0.7528, decode.d4.loss_cls: 0.2571, decode.d4.loss_mask: 0.4693, decode.d4.loss_dice: 0.7501, decode.d5.loss_cls: 0.2518, decode.d5.loss_mask: 0.4686, decode.d5.loss_dice: 0.7519, decode.d6.loss_cls: 0.2414, decode.d6.loss_mask: 0.4659, decode.d6.loss_dice: 0.7459, decode.d7.loss_cls: 0.2464, decode.d7.loss_mask: 0.4652, decode.d7.loss_dice: 0.7455, decode.d8.loss_cls: 0.2474, decode.d8.loss_mask: 0.4662, decode.d8.loss_dice: 0.7474, loss: 16.7258 2022-04-27 06:41:44,058 - mmseg - INFO - Iter [99500/160000] lr: 5.429e-07, eta: 18:17:04, time: 1.040, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2487, decode.loss_mask: 0.4414, decode.loss_dice: 0.7201, decode.d0.loss_cls: 1.9573, decode.d0.loss_mask: 0.4797, decode.d0.loss_dice: 0.8362, decode.d1.loss_cls: 0.3445, decode.d1.loss_mask: 0.4605, decode.d1.loss_dice: 0.7705, decode.d2.loss_cls: 0.2882, decode.d2.loss_mask: 0.4522, decode.d2.loss_dice: 0.7403, decode.d3.loss_cls: 0.2634, decode.d3.loss_mask: 0.4490, decode.d3.loss_dice: 0.7263, decode.d4.loss_cls: 0.2568, decode.d4.loss_mask: 0.4462, decode.d4.loss_dice: 0.7319, decode.d5.loss_cls: 0.2522, decode.d5.loss_mask: 0.4476, decode.d5.loss_dice: 0.7287, decode.d6.loss_cls: 0.2421, decode.d6.loss_mask: 0.4445, decode.d6.loss_dice: 0.7222, decode.d7.loss_cls: 0.2420, decode.d7.loss_mask: 0.4425, decode.d7.loss_dice: 0.7232, decode.d8.loss_cls: 0.2489, decode.d8.loss_mask: 0.4438, decode.d8.loss_dice: 0.7214, loss: 16.2724 2022-04-27 06:42:36,026 - mmseg - INFO - Iter [99550/160000] lr: 5.425e-07, eta: 18:16:08, time: 1.039, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2388, decode.loss_mask: 0.4708, decode.loss_dice: 0.7256, decode.d0.loss_cls: 1.9181, decode.d0.loss_mask: 0.5161, decode.d0.loss_dice: 0.8421, decode.d1.loss_cls: 0.3405, decode.d1.loss_mask: 0.4870, decode.d1.loss_dice: 0.7718, decode.d2.loss_cls: 0.2857, decode.d2.loss_mask: 0.4789, decode.d2.loss_dice: 0.7484, decode.d3.loss_cls: 0.2591, decode.d3.loss_mask: 0.4759, decode.d3.loss_dice: 0.7370, decode.d4.loss_cls: 0.2485, decode.d4.loss_mask: 0.4741, decode.d4.loss_dice: 0.7384, decode.d5.loss_cls: 0.2478, decode.d5.loss_mask: 0.4737, decode.d5.loss_dice: 0.7351, decode.d6.loss_cls: 0.2444, decode.d6.loss_mask: 0.4731, decode.d6.loss_dice: 0.7329, decode.d7.loss_cls: 0.2382, decode.d7.loss_mask: 0.4733, decode.d7.loss_dice: 0.7293, decode.d8.loss_cls: 0.2394, decode.d8.loss_mask: 0.4721, decode.d8.loss_dice: 0.7285, loss: 16.5448 2022-04-27 06:43:28,817 - mmseg - INFO - Iter [99600/160000] lr: 5.420e-07, eta: 18:15:12, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2385, decode.loss_mask: 0.4779, decode.loss_dice: 0.7388, decode.d0.loss_cls: 1.9413, decode.d0.loss_mask: 0.5235, decode.d0.loss_dice: 0.8472, decode.d1.loss_cls: 0.3236, decode.d1.loss_mask: 0.4933, decode.d1.loss_dice: 0.7809, decode.d2.loss_cls: 0.2733, decode.d2.loss_mask: 0.4858, decode.d2.loss_dice: 0.7608, decode.d3.loss_cls: 0.2607, decode.d3.loss_mask: 0.4800, decode.d3.loss_dice: 0.7490, decode.d4.loss_cls: 0.2499, decode.d4.loss_mask: 0.4777, decode.d4.loss_dice: 0.7482, decode.d5.loss_cls: 0.2427, decode.d5.loss_mask: 0.4782, decode.d5.loss_dice: 0.7457, decode.d6.loss_cls: 0.2445, decode.d6.loss_mask: 0.4784, decode.d6.loss_dice: 0.7401, decode.d7.loss_cls: 0.2411, decode.d7.loss_mask: 0.4784, decode.d7.loss_dice: 0.7402, decode.d8.loss_cls: 0.2436, decode.d8.loss_mask: 0.4774, decode.d8.loss_dice: 0.7385, loss: 16.6990 2022-04-27 06:44:21,754 - mmseg - INFO - Iter [99650/160000] lr: 5.416e-07, eta: 18:14:17, time: 1.059, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2447, decode.loss_mask: 0.4656, decode.loss_dice: 0.7153, decode.d0.loss_cls: 1.9301, decode.d0.loss_mask: 0.5151, decode.d0.loss_dice: 0.8252, decode.d1.loss_cls: 0.3270, decode.d1.loss_mask: 0.4853, decode.d1.loss_dice: 0.7618, decode.d2.loss_cls: 0.2769, decode.d2.loss_mask: 0.4738, decode.d2.loss_dice: 0.7445, decode.d3.loss_cls: 0.2647, decode.d3.loss_mask: 0.4694, decode.d3.loss_dice: 0.7214, decode.d4.loss_cls: 0.2537, decode.d4.loss_mask: 0.4679, decode.d4.loss_dice: 0.7236, decode.d5.loss_cls: 0.2444, decode.d5.loss_mask: 0.4678, decode.d5.loss_dice: 0.7237, decode.d6.loss_cls: 0.2506, decode.d6.loss_mask: 0.4661, decode.d6.loss_dice: 0.7183, decode.d7.loss_cls: 0.2462, decode.d7.loss_mask: 0.4638, decode.d7.loss_dice: 0.7180, decode.d8.loss_cls: 0.2436, decode.d8.loss_mask: 0.4647, decode.d8.loss_dice: 0.7168, loss: 16.3900 2022-04-27 06:45:14,735 - mmseg - INFO - Iter [99700/160000] lr: 5.411e-07, eta: 18:13:22, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2581, decode.loss_mask: 0.4555, decode.loss_dice: 0.7282, decode.d0.loss_cls: 1.9435, decode.d0.loss_mask: 0.5025, decode.d0.loss_dice: 0.8517, decode.d1.loss_cls: 0.3415, decode.d1.loss_mask: 0.4772, decode.d1.loss_dice: 0.7794, decode.d2.loss_cls: 0.2965, decode.d2.loss_mask: 0.4664, decode.d2.loss_dice: 0.7550, decode.d3.loss_cls: 0.2786, decode.d3.loss_mask: 0.4619, decode.d3.loss_dice: 0.7332, decode.d4.loss_cls: 0.2677, decode.d4.loss_mask: 0.4592, decode.d4.loss_dice: 0.7374, decode.d5.loss_cls: 0.2643, decode.d5.loss_mask: 0.4598, decode.d5.loss_dice: 0.7340, decode.d6.loss_cls: 0.2631, decode.d6.loss_mask: 0.4585, decode.d6.loss_dice: 0.7305, decode.d7.loss_cls: 0.2627, decode.d7.loss_mask: 0.4566, decode.d7.loss_dice: 0.7284, decode.d8.loss_cls: 0.2611, decode.d8.loss_mask: 0.4565, decode.d8.loss_dice: 0.7300, loss: 16.5990 2022-04-27 06:46:07,350 - mmseg - INFO - Iter [99750/160000] lr: 5.407e-07, eta: 18:12:26, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2727, decode.loss_mask: 0.4598, decode.loss_dice: 0.7388, decode.d0.loss_cls: 1.9873, decode.d0.loss_mask: 0.5084, decode.d0.loss_dice: 0.8493, decode.d1.loss_cls: 0.3622, decode.d1.loss_mask: 0.4794, decode.d1.loss_dice: 0.7844, decode.d2.loss_cls: 0.3185, decode.d2.loss_mask: 0.4688, decode.d2.loss_dice: 0.7621, decode.d3.loss_cls: 0.2952, decode.d3.loss_mask: 0.4638, decode.d3.loss_dice: 0.7419, decode.d4.loss_cls: 0.2895, decode.d4.loss_mask: 0.4598, decode.d4.loss_dice: 0.7401, decode.d5.loss_cls: 0.2822, decode.d5.loss_mask: 0.4597, decode.d5.loss_dice: 0.7438, decode.d6.loss_cls: 0.2764, decode.d6.loss_mask: 0.4585, decode.d6.loss_dice: 0.7376, decode.d7.loss_cls: 0.2767, decode.d7.loss_mask: 0.4586, decode.d7.loss_dice: 0.7387, decode.d8.loss_cls: 0.2781, decode.d8.loss_mask: 0.4575, decode.d8.loss_dice: 0.7386, loss: 16.8882 2022-04-27 06:47:02,981 - mmseg - INFO - Iter [99800/160000] lr: 5.402e-07, eta: 18:11:33, time: 1.113, data_time: 0.063, memory: 64049, decode.loss_cls: 0.2235, decode.loss_mask: 0.4589, decode.loss_dice: 0.7199, decode.d0.loss_cls: 1.9173, decode.d0.loss_mask: 0.5048, decode.d0.loss_dice: 0.8347, decode.d1.loss_cls: 0.3068, decode.d1.loss_mask: 0.4747, decode.d1.loss_dice: 0.7740, decode.d2.loss_cls: 0.2668, decode.d2.loss_mask: 0.4696, decode.d2.loss_dice: 0.7533, decode.d3.loss_cls: 0.2425, decode.d3.loss_mask: 0.4663, decode.d3.loss_dice: 0.7351, decode.d4.loss_cls: 0.2328, decode.d4.loss_mask: 0.4620, decode.d4.loss_dice: 0.7372, decode.d5.loss_cls: 0.2270, decode.d5.loss_mask: 0.4625, decode.d5.loss_dice: 0.7344, decode.d6.loss_cls: 0.2281, decode.d6.loss_mask: 0.4613, decode.d6.loss_dice: 0.7252, decode.d7.loss_cls: 0.2254, decode.d7.loss_mask: 0.4612, decode.d7.loss_dice: 0.7281, decode.d8.loss_cls: 0.2224, decode.d8.loss_mask: 0.4594, decode.d8.loss_dice: 0.7271, loss: 16.2424 2022-04-27 06:47:54,967 - mmseg - INFO - Iter [99850/160000] lr: 5.398e-07, eta: 18:10:37, time: 1.040, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2433, decode.loss_mask: 0.4671, decode.loss_dice: 0.7299, decode.d0.loss_cls: 1.9480, decode.d0.loss_mask: 0.5052, decode.d0.loss_dice: 0.8400, decode.d1.loss_cls: 0.3246, decode.d1.loss_mask: 0.4815, decode.d1.loss_dice: 0.7711, decode.d2.loss_cls: 0.2823, decode.d2.loss_mask: 0.4734, decode.d2.loss_dice: 0.7513, decode.d3.loss_cls: 0.2659, decode.d3.loss_mask: 0.4708, decode.d3.loss_dice: 0.7394, decode.d4.loss_cls: 0.2574, decode.d4.loss_mask: 0.4702, decode.d4.loss_dice: 0.7390, decode.d5.loss_cls: 0.2463, decode.d5.loss_mask: 0.4693, decode.d5.loss_dice: 0.7389, decode.d6.loss_cls: 0.2432, decode.d6.loss_mask: 0.4669, decode.d6.loss_dice: 0.7325, decode.d7.loss_cls: 0.2449, decode.d7.loss_mask: 0.4669, decode.d7.loss_dice: 0.7349, decode.d8.loss_cls: 0.2411, decode.d8.loss_mask: 0.4666, decode.d8.loss_dice: 0.7365, loss: 16.5485 2022-04-27 06:48:47,515 - mmseg - INFO - Iter [99900/160000] lr: 5.393e-07, eta: 18:09:41, time: 1.051, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2473, decode.loss_mask: 0.4613, decode.loss_dice: 0.7185, decode.d0.loss_cls: 1.9336, decode.d0.loss_mask: 0.5075, decode.d0.loss_dice: 0.8276, decode.d1.loss_cls: 0.3291, decode.d1.loss_mask: 0.4760, decode.d1.loss_dice: 0.7547, decode.d2.loss_cls: 0.2878, decode.d2.loss_mask: 0.4683, decode.d2.loss_dice: 0.7363, decode.d3.loss_cls: 0.2656, decode.d3.loss_mask: 0.4648, decode.d3.loss_dice: 0.7288, decode.d4.loss_cls: 0.2512, decode.d4.loss_mask: 0.4657, decode.d4.loss_dice: 0.7264, decode.d5.loss_cls: 0.2476, decode.d5.loss_mask: 0.4642, decode.d5.loss_dice: 0.7231, decode.d6.loss_cls: 0.2489, decode.d6.loss_mask: 0.4626, decode.d6.loss_dice: 0.7217, decode.d7.loss_cls: 0.2463, decode.d7.loss_mask: 0.4643, decode.d7.loss_dice: 0.7245, decode.d8.loss_cls: 0.2442, decode.d8.loss_mask: 0.4621, decode.d8.loss_dice: 0.7232, loss: 16.3833 2022-04-27 06:49:39,682 - mmseg - INFO - Iter [99950/160000] lr: 5.389e-07, eta: 18:08:46, time: 1.043, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2226, decode.loss_mask: 0.4605, decode.loss_dice: 0.7194, decode.d0.loss_cls: 1.9148, decode.d0.loss_mask: 0.5069, decode.d0.loss_dice: 0.8288, decode.d1.loss_cls: 0.3121, decode.d1.loss_mask: 0.4753, decode.d1.loss_dice: 0.7620, decode.d2.loss_cls: 0.2700, decode.d2.loss_mask: 0.4658, decode.d2.loss_dice: 0.7402, decode.d3.loss_cls: 0.2477, decode.d3.loss_mask: 0.4615, decode.d3.loss_dice: 0.7249, decode.d4.loss_cls: 0.2355, decode.d4.loss_mask: 0.4625, decode.d4.loss_dice: 0.7293, decode.d5.loss_cls: 0.2359, decode.d5.loss_mask: 0.4602, decode.d5.loss_dice: 0.7277, decode.d6.loss_cls: 0.2273, decode.d6.loss_mask: 0.4616, decode.d6.loss_dice: 0.7240, decode.d7.loss_cls: 0.2226, decode.d7.loss_mask: 0.4625, decode.d7.loss_dice: 0.7218, decode.d8.loss_cls: 0.2188, decode.d8.loss_mask: 0.4611, decode.d8.loss_dice: 0.7239, loss: 16.1871 2022-04-27 06:50:32,119 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 06:50:32,121 - mmseg - INFO - Iter [100000/160000] lr: 5.384e-07, eta: 18:07:50, time: 1.049, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2087, decode.loss_mask: 0.4698, decode.loss_dice: 0.7141, decode.d0.loss_cls: 1.8899, decode.d0.loss_mask: 0.5156, decode.d0.loss_dice: 0.8161, decode.d1.loss_cls: 0.2909, decode.d1.loss_mask: 0.4885, decode.d1.loss_dice: 0.7573, decode.d2.loss_cls: 0.2559, decode.d2.loss_mask: 0.4791, decode.d2.loss_dice: 0.7355, decode.d3.loss_cls: 0.2318, decode.d3.loss_mask: 0.4744, decode.d3.loss_dice: 0.7194, decode.d4.loss_cls: 0.2274, decode.d4.loss_mask: 0.4730, decode.d4.loss_dice: 0.7180, decode.d5.loss_cls: 0.2185, decode.d5.loss_mask: 0.4716, decode.d5.loss_dice: 0.7207, decode.d6.loss_cls: 0.2145, decode.d6.loss_mask: 0.4702, decode.d6.loss_dice: 0.7146, decode.d7.loss_cls: 0.2113, decode.d7.loss_mask: 0.4703, decode.d7.loss_dice: 0.7182, decode.d8.loss_cls: 0.2039, decode.d8.loss_mask: 0.4700, decode.d8.loss_dice: 0.7190, loss: 16.0681 2022-04-27 06:51:24,533 - mmseg - INFO - Iter [100050/160000] lr: 5.380e-07, eta: 18:06:55, time: 1.048, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2270, decode.loss_mask: 0.4716, decode.loss_dice: 0.7285, decode.d0.loss_cls: 1.9080, decode.d0.loss_mask: 0.5158, decode.d0.loss_dice: 0.8390, decode.d1.loss_cls: 0.3081, decode.d1.loss_mask: 0.4859, decode.d1.loss_dice: 0.7685, decode.d2.loss_cls: 0.2639, decode.d2.loss_mask: 0.4766, decode.d2.loss_dice: 0.7535, decode.d3.loss_cls: 0.2506, decode.d3.loss_mask: 0.4729, decode.d3.loss_dice: 0.7345, decode.d4.loss_cls: 0.2479, decode.d4.loss_mask: 0.4713, decode.d4.loss_dice: 0.7333, decode.d5.loss_cls: 0.2404, decode.d5.loss_mask: 0.4724, decode.d5.loss_dice: 0.7349, decode.d6.loss_cls: 0.2317, decode.d6.loss_mask: 0.4713, decode.d6.loss_dice: 0.7282, decode.d7.loss_cls: 0.2362, decode.d7.loss_mask: 0.4701, decode.d7.loss_dice: 0.7263, decode.d8.loss_cls: 0.2352, decode.d8.loss_mask: 0.4703, decode.d8.loss_dice: 0.7276, loss: 16.4014 2022-04-27 06:52:16,839 - mmseg - INFO - Iter [100100/160000] lr: 5.375e-07, eta: 18:05:59, time: 1.046, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2339, decode.loss_mask: 0.4563, decode.loss_dice: 0.7293, decode.d0.loss_cls: 1.9266, decode.d0.loss_mask: 0.4977, decode.d0.loss_dice: 0.8354, decode.d1.loss_cls: 0.3265, decode.d1.loss_mask: 0.4754, decode.d1.loss_dice: 0.7718, decode.d2.loss_cls: 0.2780, decode.d2.loss_mask: 0.4643, decode.d2.loss_dice: 0.7440, decode.d3.loss_cls: 0.2480, decode.d3.loss_mask: 0.4598, decode.d3.loss_dice: 0.7344, decode.d4.loss_cls: 0.2474, decode.d4.loss_mask: 0.4575, decode.d4.loss_dice: 0.7307, decode.d5.loss_cls: 0.2382, decode.d5.loss_mask: 0.4563, decode.d5.loss_dice: 0.7336, decode.d6.loss_cls: 0.2438, decode.d6.loss_mask: 0.4572, decode.d6.loss_dice: 0.7268, decode.d7.loss_cls: 0.2381, decode.d7.loss_mask: 0.4566, decode.d7.loss_dice: 0.7261, decode.d8.loss_cls: 0.2352, decode.d8.loss_mask: 0.4562, decode.d8.loss_dice: 0.7260, loss: 16.3113 2022-04-27 06:53:09,060 - mmseg - INFO - Iter [100150/160000] lr: 5.371e-07, eta: 18:05:03, time: 1.044, data_time: 0.013, memory: 64049, decode.loss_cls: 0.2375, decode.loss_mask: 0.4693, decode.loss_dice: 0.7566, decode.d0.loss_cls: 1.9553, decode.d0.loss_mask: 0.5064, decode.d0.loss_dice: 0.8653, decode.d1.loss_cls: 0.3334, decode.d1.loss_mask: 0.4844, decode.d1.loss_dice: 0.7892, decode.d2.loss_cls: 0.2836, decode.d2.loss_mask: 0.4769, decode.d2.loss_dice: 0.7733, decode.d3.loss_cls: 0.2554, decode.d3.loss_mask: 0.4726, decode.d3.loss_dice: 0.7590, decode.d4.loss_cls: 0.2507, decode.d4.loss_mask: 0.4713, decode.d4.loss_dice: 0.7554, decode.d5.loss_cls: 0.2488, decode.d5.loss_mask: 0.4687, decode.d5.loss_dice: 0.7561, decode.d6.loss_cls: 0.2406, decode.d6.loss_mask: 0.4712, decode.d6.loss_dice: 0.7523, decode.d7.loss_cls: 0.2350, decode.d7.loss_mask: 0.4710, decode.d7.loss_dice: 0.7555, decode.d8.loss_cls: 0.2323, decode.d8.loss_mask: 0.4703, decode.d8.loss_dice: 0.7551, loss: 16.7523 2022-04-27 06:54:02,034 - mmseg - INFO - Iter [100200/160000] lr: 5.366e-07, eta: 18:04:08, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2534, decode.loss_mask: 0.4717, decode.loss_dice: 0.7421, decode.d0.loss_cls: 1.9720, decode.d0.loss_mask: 0.5147, decode.d0.loss_dice: 0.8608, decode.d1.loss_cls: 0.3494, decode.d1.loss_mask: 0.4921, decode.d1.loss_dice: 0.7851, decode.d2.loss_cls: 0.2971, decode.d2.loss_mask: 0.4845, decode.d2.loss_dice: 0.7650, decode.d3.loss_cls: 0.2690, decode.d3.loss_mask: 0.4764, decode.d3.loss_dice: 0.7538, decode.d4.loss_cls: 0.2622, decode.d4.loss_mask: 0.4773, decode.d4.loss_dice: 0.7569, decode.d5.loss_cls: 0.2580, decode.d5.loss_mask: 0.4741, decode.d5.loss_dice: 0.7516, decode.d6.loss_cls: 0.2590, decode.d6.loss_mask: 0.4757, decode.d6.loss_dice: 0.7475, decode.d7.loss_cls: 0.2529, decode.d7.loss_mask: 0.4741, decode.d7.loss_dice: 0.7467, decode.d8.loss_cls: 0.2509, decode.d8.loss_mask: 0.4729, decode.d8.loss_dice: 0.7443, loss: 16.8911 2022-04-27 06:54:55,000 - mmseg - INFO - Iter [100250/160000] lr: 5.362e-07, eta: 18:03:13, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2306, decode.loss_mask: 0.4629, decode.loss_dice: 0.7313, decode.d0.loss_cls: 1.9736, decode.d0.loss_mask: 0.5084, decode.d0.loss_dice: 0.8431, decode.d1.loss_cls: 0.3238, decode.d1.loss_mask: 0.4813, decode.d1.loss_dice: 0.7691, decode.d2.loss_cls: 0.2774, decode.d2.loss_mask: 0.4726, decode.d2.loss_dice: 0.7496, decode.d3.loss_cls: 0.2583, decode.d3.loss_mask: 0.4678, decode.d3.loss_dice: 0.7335, decode.d4.loss_cls: 0.2472, decode.d4.loss_mask: 0.4666, decode.d4.loss_dice: 0.7321, decode.d5.loss_cls: 0.2393, decode.d5.loss_mask: 0.4663, decode.d5.loss_dice: 0.7301, decode.d6.loss_cls: 0.2371, decode.d6.loss_mask: 0.4646, decode.d6.loss_dice: 0.7318, decode.d7.loss_cls: 0.2319, decode.d7.loss_mask: 0.4645, decode.d7.loss_dice: 0.7298, decode.d8.loss_cls: 0.2339, decode.d8.loss_mask: 0.4643, decode.d8.loss_dice: 0.7321, loss: 16.4548 2022-04-27 06:55:47,394 - mmseg - INFO - Iter [100300/160000] lr: 5.357e-07, eta: 18:02:17, time: 1.048, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2449, decode.loss_mask: 0.4622, decode.loss_dice: 0.7211, decode.d0.loss_cls: 1.9276, decode.d0.loss_mask: 0.5130, decode.d0.loss_dice: 0.8415, decode.d1.loss_cls: 0.3331, decode.d1.loss_mask: 0.4815, decode.d1.loss_dice: 0.7701, decode.d2.loss_cls: 0.2871, decode.d2.loss_mask: 0.4715, decode.d2.loss_dice: 0.7471, decode.d3.loss_cls: 0.2699, decode.d3.loss_mask: 0.4644, decode.d3.loss_dice: 0.7298, decode.d4.loss_cls: 0.2551, decode.d4.loss_mask: 0.4650, decode.d4.loss_dice: 0.7278, decode.d5.loss_cls: 0.2483, decode.d5.loss_mask: 0.4648, decode.d5.loss_dice: 0.7289, decode.d6.loss_cls: 0.2461, decode.d6.loss_mask: 0.4622, decode.d6.loss_dice: 0.7242, decode.d7.loss_cls: 0.2451, decode.d7.loss_mask: 0.4601, decode.d7.loss_dice: 0.7216, decode.d8.loss_cls: 0.2416, decode.d8.loss_mask: 0.4611, decode.d8.loss_dice: 0.7257, loss: 16.4427 2022-04-27 06:56:39,505 - mmseg - INFO - Iter [100350/160000] lr: 5.353e-07, eta: 18:01:21, time: 1.042, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2295, decode.loss_mask: 0.4777, decode.loss_dice: 0.7310, decode.d0.loss_cls: 1.8983, decode.d0.loss_mask: 0.5215, decode.d0.loss_dice: 0.8384, decode.d1.loss_cls: 0.3108, decode.d1.loss_mask: 0.4947, decode.d1.loss_dice: 0.7782, decode.d2.loss_cls: 0.2698, decode.d2.loss_mask: 0.4848, decode.d2.loss_dice: 0.7502, decode.d3.loss_cls: 0.2421, decode.d3.loss_mask: 0.4814, decode.d3.loss_dice: 0.7292, decode.d4.loss_cls: 0.2377, decode.d4.loss_mask: 0.4819, decode.d4.loss_dice: 0.7390, decode.d5.loss_cls: 0.2345, decode.d5.loss_mask: 0.4805, decode.d5.loss_dice: 0.7351, decode.d6.loss_cls: 0.2325, decode.d6.loss_mask: 0.4786, decode.d6.loss_dice: 0.7332, decode.d7.loss_cls: 0.2283, decode.d7.loss_mask: 0.4789, decode.d7.loss_dice: 0.7336, decode.d8.loss_cls: 0.2261, decode.d8.loss_mask: 0.4775, decode.d8.loss_dice: 0.7297, loss: 16.4648 2022-04-27 06:57:31,516 - mmseg - INFO - Iter [100400/160000] lr: 5.348e-07, eta: 18:00:26, time: 1.040, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2313, decode.loss_mask: 0.4642, decode.loss_dice: 0.7243, decode.d0.loss_cls: 1.9387, decode.d0.loss_mask: 0.5092, decode.d0.loss_dice: 0.8404, decode.d1.loss_cls: 0.3212, decode.d1.loss_mask: 0.4825, decode.d1.loss_dice: 0.7639, decode.d2.loss_cls: 0.2720, decode.d2.loss_mask: 0.4758, decode.d2.loss_dice: 0.7441, decode.d3.loss_cls: 0.2542, decode.d3.loss_mask: 0.4696, decode.d3.loss_dice: 0.7296, decode.d4.loss_cls: 0.2548, decode.d4.loss_mask: 0.4674, decode.d4.loss_dice: 0.7279, decode.d5.loss_cls: 0.2396, decode.d5.loss_mask: 0.4658, decode.d5.loss_dice: 0.7301, decode.d6.loss_cls: 0.2386, decode.d6.loss_mask: 0.4642, decode.d6.loss_dice: 0.7252, decode.d7.loss_cls: 0.2368, decode.d7.loss_mask: 0.4659, decode.d7.loss_dice: 0.7280, decode.d8.loss_cls: 0.2356, decode.d8.loss_mask: 0.4642, decode.d8.loss_dice: 0.7247, loss: 16.3899 2022-04-27 06:58:23,766 - mmseg - INFO - Iter [100450/160000] lr: 5.344e-07, eta: 17:59:30, time: 1.045, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2399, decode.loss_mask: 0.4588, decode.loss_dice: 0.7264, decode.d0.loss_cls: 1.9937, decode.d0.loss_mask: 0.5029, decode.d0.loss_dice: 0.8417, decode.d1.loss_cls: 0.3432, decode.d1.loss_mask: 0.4798, decode.d1.loss_dice: 0.7723, decode.d2.loss_cls: 0.2879, decode.d2.loss_mask: 0.4694, decode.d2.loss_dice: 0.7502, decode.d3.loss_cls: 0.2692, decode.d3.loss_mask: 0.4631, decode.d3.loss_dice: 0.7316, decode.d4.loss_cls: 0.2568, decode.d4.loss_mask: 0.4614, decode.d4.loss_dice: 0.7343, decode.d5.loss_cls: 0.2541, decode.d5.loss_mask: 0.4599, decode.d5.loss_dice: 0.7318, decode.d6.loss_cls: 0.2498, decode.d6.loss_mask: 0.4597, decode.d6.loss_dice: 0.7290, decode.d7.loss_cls: 0.2496, decode.d7.loss_mask: 0.4583, decode.d7.loss_dice: 0.7309, decode.d8.loss_cls: 0.2469, decode.d8.loss_mask: 0.4583, decode.d8.loss_dice: 0.7278, loss: 16.5386 2022-04-27 06:59:15,855 - mmseg - INFO - Iter [100500/160000] lr: 5.339e-07, eta: 17:58:34, time: 1.042, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2430, decode.loss_mask: 0.4678, decode.loss_dice: 0.7600, decode.d0.loss_cls: 1.9549, decode.d0.loss_mask: 0.5139, decode.d0.loss_dice: 0.8821, decode.d1.loss_cls: 0.3484, decode.d1.loss_mask: 0.4848, decode.d1.loss_dice: 0.8016, decode.d2.loss_cls: 0.3021, decode.d2.loss_mask: 0.4724, decode.d2.loss_dice: 0.7758, decode.d3.loss_cls: 0.2715, decode.d3.loss_mask: 0.4721, decode.d3.loss_dice: 0.7667, decode.d4.loss_cls: 0.2600, decode.d4.loss_mask: 0.4703, decode.d4.loss_dice: 0.7627, decode.d5.loss_cls: 0.2627, decode.d5.loss_mask: 0.4702, decode.d5.loss_dice: 0.7651, decode.d6.loss_cls: 0.2473, decode.d6.loss_mask: 0.4694, decode.d6.loss_dice: 0.7627, decode.d7.loss_cls: 0.2434, decode.d7.loss_mask: 0.4675, decode.d7.loss_dice: 0.7613, decode.d8.loss_cls: 0.2432, decode.d8.loss_mask: 0.4683, decode.d8.loss_dice: 0.7611, loss: 16.9324 2022-04-27 07:00:08,508 - mmseg - INFO - Iter [100550/160000] lr: 5.335e-07, eta: 17:57:39, time: 1.053, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2422, decode.loss_mask: 0.4796, decode.loss_dice: 0.7453, decode.d0.loss_cls: 1.9600, decode.d0.loss_mask: 0.5216, decode.d0.loss_dice: 0.8579, decode.d1.loss_cls: 0.3386, decode.d1.loss_mask: 0.4938, decode.d1.loss_dice: 0.7835, decode.d2.loss_cls: 0.2864, decode.d2.loss_mask: 0.4857, decode.d2.loss_dice: 0.7668, decode.d3.loss_cls: 0.2551, decode.d3.loss_mask: 0.4849, decode.d3.loss_dice: 0.7561, decode.d4.loss_cls: 0.2496, decode.d4.loss_mask: 0.4826, decode.d4.loss_dice: 0.7514, decode.d5.loss_cls: 0.2519, decode.d5.loss_mask: 0.4814, decode.d5.loss_dice: 0.7505, decode.d6.loss_cls: 0.2417, decode.d6.loss_mask: 0.4789, decode.d6.loss_dice: 0.7487, decode.d7.loss_cls: 0.2416, decode.d7.loss_mask: 0.4800, decode.d7.loss_dice: 0.7468, decode.d8.loss_cls: 0.2414, decode.d8.loss_mask: 0.4790, decode.d8.loss_dice: 0.7491, loss: 16.8320 2022-04-27 07:01:00,130 - mmseg - INFO - Iter [100600/160000] lr: 5.330e-07, eta: 17:56:43, time: 1.032, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2517, decode.loss_mask: 0.4885, decode.loss_dice: 0.7622, decode.d0.loss_cls: 1.9329, decode.d0.loss_mask: 0.5384, decode.d0.loss_dice: 0.8816, decode.d1.loss_cls: 0.3506, decode.d1.loss_mask: 0.5053, decode.d1.loss_dice: 0.8006, decode.d2.loss_cls: 0.2975, decode.d2.loss_mask: 0.4928, decode.d2.loss_dice: 0.7808, decode.d3.loss_cls: 0.2750, decode.d3.loss_mask: 0.4926, decode.d3.loss_dice: 0.7651, decode.d4.loss_cls: 0.2681, decode.d4.loss_mask: 0.4904, decode.d4.loss_dice: 0.7623, decode.d5.loss_cls: 0.2593, decode.d5.loss_mask: 0.4883, decode.d5.loss_dice: 0.7628, decode.d6.loss_cls: 0.2583, decode.d6.loss_mask: 0.4896, decode.d6.loss_dice: 0.7612, decode.d7.loss_cls: 0.2560, decode.d7.loss_mask: 0.4891, decode.d7.loss_dice: 0.7628, decode.d8.loss_cls: 0.2519, decode.d8.loss_mask: 0.4877, decode.d8.loss_dice: 0.7614, loss: 17.1646 2022-04-27 07:01:52,236 - mmseg - INFO - Iter [100650/160000] lr: 5.326e-07, eta: 17:55:47, time: 1.042, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2280, decode.loss_mask: 0.4731, decode.loss_dice: 0.7245, decode.d0.loss_cls: 1.8887, decode.d0.loss_mask: 0.5261, decode.d0.loss_dice: 0.8447, decode.d1.loss_cls: 0.3067, decode.d1.loss_mask: 0.4954, decode.d1.loss_dice: 0.7735, decode.d2.loss_cls: 0.2623, decode.d2.loss_mask: 0.4847, decode.d2.loss_dice: 0.7453, decode.d3.loss_cls: 0.2430, decode.d3.loss_mask: 0.4798, decode.d3.loss_dice: 0.7328, decode.d4.loss_cls: 0.2334, decode.d4.loss_mask: 0.4762, decode.d4.loss_dice: 0.7329, decode.d5.loss_cls: 0.2334, decode.d5.loss_mask: 0.4755, decode.d5.loss_dice: 0.7273, decode.d6.loss_cls: 0.2269, decode.d6.loss_mask: 0.4739, decode.d6.loss_dice: 0.7240, decode.d7.loss_cls: 0.2260, decode.d7.loss_mask: 0.4734, decode.d7.loss_dice: 0.7281, decode.d8.loss_cls: 0.2260, decode.d8.loss_mask: 0.4733, decode.d8.loss_dice: 0.7246, loss: 16.3633 2022-04-27 07:02:44,651 - mmseg - INFO - Iter [100700/160000] lr: 5.322e-07, eta: 17:54:52, time: 1.048, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2300, decode.loss_mask: 0.4434, decode.loss_dice: 0.7184, decode.d0.loss_cls: 1.9190, decode.d0.loss_mask: 0.4864, decode.d0.loss_dice: 0.8348, decode.d1.loss_cls: 0.3188, decode.d1.loss_mask: 0.4598, decode.d1.loss_dice: 0.7720, decode.d2.loss_cls: 0.2716, decode.d2.loss_mask: 0.4485, decode.d2.loss_dice: 0.7437, decode.d3.loss_cls: 0.2414, decode.d3.loss_mask: 0.4457, decode.d3.loss_dice: 0.7309, decode.d4.loss_cls: 0.2368, decode.d4.loss_mask: 0.4435, decode.d4.loss_dice: 0.7312, decode.d5.loss_cls: 0.2339, decode.d5.loss_mask: 0.4422, decode.d5.loss_dice: 0.7257, decode.d6.loss_cls: 0.2283, decode.d6.loss_mask: 0.4421, decode.d6.loss_dice: 0.7258, decode.d7.loss_cls: 0.2246, decode.d7.loss_mask: 0.4437, decode.d7.loss_dice: 0.7205, decode.d8.loss_cls: 0.2353, decode.d8.loss_mask: 0.4429, decode.d8.loss_dice: 0.7194, loss: 16.0602 2022-04-27 07:03:36,813 - mmseg - INFO - Iter [100750/160000] lr: 5.317e-07, eta: 17:53:56, time: 1.043, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2317, decode.loss_mask: 0.4749, decode.loss_dice: 0.7234, decode.d0.loss_cls: 1.8762, decode.d0.loss_mask: 0.5208, decode.d0.loss_dice: 0.8317, decode.d1.loss_cls: 0.3116, decode.d1.loss_mask: 0.4910, decode.d1.loss_dice: 0.7688, decode.d2.loss_cls: 0.2752, decode.d2.loss_mask: 0.4805, decode.d2.loss_dice: 0.7463, decode.d3.loss_cls: 0.2582, decode.d3.loss_mask: 0.4770, decode.d3.loss_dice: 0.7344, decode.d4.loss_cls: 0.2436, decode.d4.loss_mask: 0.4776, decode.d4.loss_dice: 0.7309, decode.d5.loss_cls: 0.2447, decode.d5.loss_mask: 0.4750, decode.d5.loss_dice: 0.7261, decode.d6.loss_cls: 0.2403, decode.d6.loss_mask: 0.4725, decode.d6.loss_dice: 0.7268, decode.d7.loss_cls: 0.2337, decode.d7.loss_mask: 0.4739, decode.d7.loss_dice: 0.7240, decode.d8.loss_cls: 0.2342, decode.d8.loss_mask: 0.4768, decode.d8.loss_dice: 0.7266, loss: 16.4081 2022-04-27 07:04:29,364 - mmseg - INFO - Iter [100800/160000] lr: 5.313e-07, eta: 17:53:01, time: 1.051, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2499, decode.loss_mask: 0.4678, decode.loss_dice: 0.7467, decode.d0.loss_cls: 1.9498, decode.d0.loss_mask: 0.5102, decode.d0.loss_dice: 0.8652, decode.d1.loss_cls: 0.3372, decode.d1.loss_mask: 0.4827, decode.d1.loss_dice: 0.7916, decode.d2.loss_cls: 0.2925, decode.d2.loss_mask: 0.4739, decode.d2.loss_dice: 0.7688, decode.d3.loss_cls: 0.2732, decode.d3.loss_mask: 0.4711, decode.d3.loss_dice: 0.7588, decode.d4.loss_cls: 0.2615, decode.d4.loss_mask: 0.4707, decode.d4.loss_dice: 0.7573, decode.d5.loss_cls: 0.2639, decode.d5.loss_mask: 0.4695, decode.d5.loss_dice: 0.7521, decode.d6.loss_cls: 0.2522, decode.d6.loss_mask: 0.4685, decode.d6.loss_dice: 0.7475, decode.d7.loss_cls: 0.2538, decode.d7.loss_mask: 0.4681, decode.d7.loss_dice: 0.7477, decode.d8.loss_cls: 0.2490, decode.d8.loss_mask: 0.4697, decode.d8.loss_dice: 0.7502, loss: 16.8210 2022-04-27 07:05:21,198 - mmseg - INFO - Iter [100850/160000] lr: 5.308e-07, eta: 17:52:05, time: 1.037, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2684, decode.loss_mask: 0.4758, decode.loss_dice: 0.7342, decode.d0.loss_cls: 1.9788, decode.d0.loss_mask: 0.5244, decode.d0.loss_dice: 0.8520, decode.d1.loss_cls: 0.3563, decode.d1.loss_mask: 0.4940, decode.d1.loss_dice: 0.7800, decode.d2.loss_cls: 0.3026, decode.d2.loss_mask: 0.4809, decode.d2.loss_dice: 0.7575, decode.d3.loss_cls: 0.2864, decode.d3.loss_mask: 0.4802, decode.d3.loss_dice: 0.7430, decode.d4.loss_cls: 0.2781, decode.d4.loss_mask: 0.4771, decode.d4.loss_dice: 0.7401, decode.d5.loss_cls: 0.2795, decode.d5.loss_mask: 0.4760, decode.d5.loss_dice: 0.7353, decode.d6.loss_cls: 0.2665, decode.d6.loss_mask: 0.4758, decode.d6.loss_dice: 0.7361, decode.d7.loss_cls: 0.2677, decode.d7.loss_mask: 0.4756, decode.d7.loss_dice: 0.7350, decode.d8.loss_cls: 0.2631, decode.d8.loss_mask: 0.4750, decode.d8.loss_dice: 0.7351, loss: 16.9305 2022-04-27 07:06:12,997 - mmseg - INFO - Iter [100900/160000] lr: 5.304e-07, eta: 17:51:09, time: 1.036, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2489, decode.loss_mask: 0.4865, decode.loss_dice: 0.7388, decode.d0.loss_cls: 1.9734, decode.d0.loss_mask: 0.5318, decode.d0.loss_dice: 0.8598, decode.d1.loss_cls: 0.3468, decode.d1.loss_mask: 0.5010, decode.d1.loss_dice: 0.7833, decode.d2.loss_cls: 0.2916, decode.d2.loss_mask: 0.4913, decode.d2.loss_dice: 0.7573, decode.d3.loss_cls: 0.2761, decode.d3.loss_mask: 0.4875, decode.d3.loss_dice: 0.7454, decode.d4.loss_cls: 0.2641, decode.d4.loss_mask: 0.4857, decode.d4.loss_dice: 0.7423, decode.d5.loss_cls: 0.2624, decode.d5.loss_mask: 0.4867, decode.d5.loss_dice: 0.7440, decode.d6.loss_cls: 0.2602, decode.d6.loss_mask: 0.4868, decode.d6.loss_dice: 0.7389, decode.d7.loss_cls: 0.2605, decode.d7.loss_mask: 0.4849, decode.d7.loss_dice: 0.7398, decode.d8.loss_cls: 0.2501, decode.d8.loss_mask: 0.4855, decode.d8.loss_dice: 0.7395, loss: 16.9510 2022-04-27 07:07:05,535 - mmseg - INFO - Iter [100950/160000] lr: 5.299e-07, eta: 17:50:13, time: 1.051, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2284, decode.loss_mask: 0.4562, decode.loss_dice: 0.6937, decode.d0.loss_cls: 1.8988, decode.d0.loss_mask: 0.4978, decode.d0.loss_dice: 0.8069, decode.d1.loss_cls: 0.3080, decode.d1.loss_mask: 0.4719, decode.d1.loss_dice: 0.7448, decode.d2.loss_cls: 0.2681, decode.d2.loss_mask: 0.4630, decode.d2.loss_dice: 0.7189, decode.d3.loss_cls: 0.2484, decode.d3.loss_mask: 0.4576, decode.d3.loss_dice: 0.7055, decode.d4.loss_cls: 0.2367, decode.d4.loss_mask: 0.4557, decode.d4.loss_dice: 0.7043, decode.d5.loss_cls: 0.2356, decode.d5.loss_mask: 0.4574, decode.d5.loss_dice: 0.7041, decode.d6.loss_cls: 0.2286, decode.d6.loss_mask: 0.4578, decode.d6.loss_dice: 0.7002, decode.d7.loss_cls: 0.2260, decode.d7.loss_mask: 0.4571, decode.d7.loss_dice: 0.6995, decode.d8.loss_cls: 0.2274, decode.d8.loss_mask: 0.4571, decode.d8.loss_dice: 0.7008, loss: 15.9166 2022-04-27 07:07:57,704 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 07:07:57,707 - mmseg - INFO - Iter [101000/160000] lr: 5.295e-07, eta: 17:49:18, time: 1.044, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2362, decode.loss_mask: 0.4684, decode.loss_dice: 0.7101, decode.d0.loss_cls: 1.9054, decode.d0.loss_mask: 0.5176, decode.d0.loss_dice: 0.8260, decode.d1.loss_cls: 0.3173, decode.d1.loss_mask: 0.4850, decode.d1.loss_dice: 0.7530, decode.d2.loss_cls: 0.2770, decode.d2.loss_mask: 0.4772, decode.d2.loss_dice: 0.7304, decode.d3.loss_cls: 0.2514, decode.d3.loss_mask: 0.4726, decode.d3.loss_dice: 0.7156, decode.d4.loss_cls: 0.2451, decode.d4.loss_mask: 0.4725, decode.d4.loss_dice: 0.7178, decode.d5.loss_cls: 0.2428, decode.d5.loss_mask: 0.4734, decode.d5.loss_dice: 0.7154, decode.d6.loss_cls: 0.2337, decode.d6.loss_mask: 0.4715, decode.d6.loss_dice: 0.7124, decode.d7.loss_cls: 0.2317, decode.d7.loss_mask: 0.4706, decode.d7.loss_dice: 0.7064, decode.d8.loss_cls: 0.2361, decode.d8.loss_mask: 0.4702, decode.d8.loss_dice: 0.7135, loss: 16.2563 2022-04-27 07:08:53,076 - mmseg - INFO - Iter [101050/160000] lr: 5.290e-07, eta: 17:48:24, time: 1.107, data_time: 0.064, memory: 64049, decode.loss_cls: 0.2377, decode.loss_mask: 0.4597, decode.loss_dice: 0.7486, decode.d0.loss_cls: 1.9577, decode.d0.loss_mask: 0.5065, decode.d0.loss_dice: 0.8712, decode.d1.loss_cls: 0.3380, decode.d1.loss_mask: 0.4778, decode.d1.loss_dice: 0.7995, decode.d2.loss_cls: 0.2814, decode.d2.loss_mask: 0.4695, decode.d2.loss_dice: 0.7742, decode.d3.loss_cls: 0.2598, decode.d3.loss_mask: 0.4644, decode.d3.loss_dice: 0.7563, decode.d4.loss_cls: 0.2487, decode.d4.loss_mask: 0.4630, decode.d4.loss_dice: 0.7542, decode.d5.loss_cls: 0.2445, decode.d5.loss_mask: 0.4612, decode.d5.loss_dice: 0.7539, decode.d6.loss_cls: 0.2495, decode.d6.loss_mask: 0.4607, decode.d6.loss_dice: 0.7470, decode.d7.loss_cls: 0.2373, decode.d7.loss_mask: 0.4616, decode.d7.loss_dice: 0.7522, decode.d8.loss_cls: 0.2352, decode.d8.loss_mask: 0.4611, decode.d8.loss_dice: 0.7491, loss: 16.6814 2022-04-27 07:09:44,946 - mmseg - INFO - Iter [101100/160000] lr: 5.286e-07, eta: 17:47:28, time: 1.037, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2272, decode.loss_mask: 0.4648, decode.loss_dice: 0.7384, decode.d0.loss_cls: 1.9232, decode.d0.loss_mask: 0.5097, decode.d0.loss_dice: 0.8632, decode.d1.loss_cls: 0.3184, decode.d1.loss_mask: 0.4812, decode.d1.loss_dice: 0.7930, decode.d2.loss_cls: 0.2700, decode.d2.loss_mask: 0.4731, decode.d2.loss_dice: 0.7662, decode.d3.loss_cls: 0.2508, decode.d3.loss_mask: 0.4706, decode.d3.loss_dice: 0.7513, decode.d4.loss_cls: 0.2435, decode.d4.loss_mask: 0.4693, decode.d4.loss_dice: 0.7539, decode.d5.loss_cls: 0.2368, decode.d5.loss_mask: 0.4684, decode.d5.loss_dice: 0.7521, decode.d6.loss_cls: 0.2320, decode.d6.loss_mask: 0.4656, decode.d6.loss_dice: 0.7447, decode.d7.loss_cls: 0.2282, decode.d7.loss_mask: 0.4649, decode.d7.loss_dice: 0.7431, decode.d8.loss_cls: 0.2307, decode.d8.loss_mask: 0.4655, decode.d8.loss_dice: 0.7434, loss: 16.5434 2022-04-27 07:10:37,704 - mmseg - INFO - Iter [101150/160000] lr: 5.281e-07, eta: 17:46:33, time: 1.053, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2345, decode.loss_mask: 0.4745, decode.loss_dice: 0.7426, decode.d0.loss_cls: 1.9038, decode.d0.loss_mask: 0.5146, decode.d0.loss_dice: 0.8393, decode.d1.loss_cls: 0.3182, decode.d1.loss_mask: 0.4879, decode.d1.loss_dice: 0.7819, decode.d2.loss_cls: 0.2716, decode.d2.loss_mask: 0.4810, decode.d2.loss_dice: 0.7595, decode.d3.loss_cls: 0.2592, decode.d3.loss_mask: 0.4786, decode.d3.loss_dice: 0.7485, decode.d4.loss_cls: 0.2514, decode.d4.loss_mask: 0.4778, decode.d4.loss_dice: 0.7502, decode.d5.loss_cls: 0.2463, decode.d5.loss_mask: 0.4762, decode.d5.loss_dice: 0.7509, decode.d6.loss_cls: 0.2398, decode.d6.loss_mask: 0.4744, decode.d6.loss_dice: 0.7423, decode.d7.loss_cls: 0.2323, decode.d7.loss_mask: 0.4740, decode.d7.loss_dice: 0.7456, decode.d8.loss_cls: 0.2321, decode.d8.loss_mask: 0.4750, decode.d8.loss_dice: 0.7418, loss: 16.6055 2022-04-27 07:11:29,864 - mmseg - INFO - Iter [101200/160000] lr: 5.277e-07, eta: 17:45:37, time: 1.043, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2234, decode.loss_mask: 0.4518, decode.loss_dice: 0.7161, decode.d0.loss_cls: 1.9339, decode.d0.loss_mask: 0.4945, decode.d0.loss_dice: 0.8248, decode.d1.loss_cls: 0.3080, decode.d1.loss_mask: 0.4656, decode.d1.loss_dice: 0.7521, decode.d2.loss_cls: 0.2671, decode.d2.loss_mask: 0.4579, decode.d2.loss_dice: 0.7392, decode.d3.loss_cls: 0.2453, decode.d3.loss_mask: 0.4550, decode.d3.loss_dice: 0.7252, decode.d4.loss_cls: 0.2351, decode.d4.loss_mask: 0.4533, decode.d4.loss_dice: 0.7232, decode.d5.loss_cls: 0.2315, decode.d5.loss_mask: 0.4525, decode.d5.loss_dice: 0.7257, decode.d6.loss_cls: 0.2309, decode.d6.loss_mask: 0.4527, decode.d6.loss_dice: 0.7168, decode.d7.loss_cls: 0.2224, decode.d7.loss_mask: 0.4513, decode.d7.loss_dice: 0.7197, decode.d8.loss_cls: 0.2230, decode.d8.loss_mask: 0.4515, decode.d8.loss_dice: 0.7214, loss: 16.0709 2022-04-27 07:12:21,918 - mmseg - INFO - Iter [101250/160000] lr: 5.272e-07, eta: 17:44:41, time: 1.043, data_time: 0.018, memory: 64049, decode.loss_cls: 0.2138, decode.loss_mask: 0.4630, decode.loss_dice: 0.7127, decode.d0.loss_cls: 1.9910, decode.d0.loss_mask: 0.5072, decode.d0.loss_dice: 0.8252, decode.d1.loss_cls: 0.3034, decode.d1.loss_mask: 0.4810, decode.d1.loss_dice: 0.7556, decode.d2.loss_cls: 0.2575, decode.d2.loss_mask: 0.4715, decode.d2.loss_dice: 0.7340, decode.d3.loss_cls: 0.2397, decode.d3.loss_mask: 0.4658, decode.d3.loss_dice: 0.7142, decode.d4.loss_cls: 0.2307, decode.d4.loss_mask: 0.4655, decode.d4.loss_dice: 0.7178, decode.d5.loss_cls: 0.2312, decode.d5.loss_mask: 0.4631, decode.d5.loss_dice: 0.7165, decode.d6.loss_cls: 0.2217, decode.d6.loss_mask: 0.4626, decode.d6.loss_dice: 0.7095, decode.d7.loss_cls: 0.2204, decode.d7.loss_mask: 0.4620, decode.d7.loss_dice: 0.7086, decode.d8.loss_cls: 0.2168, decode.d8.loss_mask: 0.4640, decode.d8.loss_dice: 0.7115, loss: 16.1374 2022-04-27 07:13:14,134 - mmseg - INFO - Iter [101300/160000] lr: 5.268e-07, eta: 17:43:46, time: 1.044, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2158, decode.loss_mask: 0.4763, decode.loss_dice: 0.7270, decode.d0.loss_cls: 1.9026, decode.d0.loss_mask: 0.5185, decode.d0.loss_dice: 0.8288, decode.d1.loss_cls: 0.2900, decode.d1.loss_mask: 0.4912, decode.d1.loss_dice: 0.7641, decode.d2.loss_cls: 0.2514, decode.d2.loss_mask: 0.4838, decode.d2.loss_dice: 0.7464, decode.d3.loss_cls: 0.2398, decode.d3.loss_mask: 0.4772, decode.d3.loss_dice: 0.7315, decode.d4.loss_cls: 0.2227, decode.d4.loss_mask: 0.4774, decode.d4.loss_dice: 0.7335, decode.d5.loss_cls: 0.2159, decode.d5.loss_mask: 0.4770, decode.d5.loss_dice: 0.7301, decode.d6.loss_cls: 0.2147, decode.d6.loss_mask: 0.4776, decode.d6.loss_dice: 0.7321, decode.d7.loss_cls: 0.2166, decode.d7.loss_mask: 0.4769, decode.d7.loss_dice: 0.7274, decode.d8.loss_cls: 0.2139, decode.d8.loss_mask: 0.4757, decode.d8.loss_dice: 0.7288, loss: 16.2647 2022-04-27 07:14:06,820 - mmseg - INFO - Iter [101350/160000] lr: 5.263e-07, eta: 17:42:50, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2270, decode.loss_mask: 0.4437, decode.loss_dice: 0.7332, decode.d0.loss_cls: 2.0036, decode.d0.loss_mask: 0.4846, decode.d0.loss_dice: 0.8481, decode.d1.loss_cls: 0.3199, decode.d1.loss_mask: 0.4595, decode.d1.loss_dice: 0.7691, decode.d2.loss_cls: 0.2740, decode.d2.loss_mask: 0.4483, decode.d2.loss_dice: 0.7557, decode.d3.loss_cls: 0.2571, decode.d3.loss_mask: 0.4445, decode.d3.loss_dice: 0.7413, decode.d4.loss_cls: 0.2437, decode.d4.loss_mask: 0.4451, decode.d4.loss_dice: 0.7362, decode.d5.loss_cls: 0.2331, decode.d5.loss_mask: 0.4443, decode.d5.loss_dice: 0.7399, decode.d6.loss_cls: 0.2301, decode.d6.loss_mask: 0.4435, decode.d6.loss_dice: 0.7388, decode.d7.loss_cls: 0.2284, decode.d7.loss_mask: 0.4419, decode.d7.loss_dice: 0.7325, decode.d8.loss_cls: 0.2337, decode.d8.loss_mask: 0.4431, decode.d8.loss_dice: 0.7337, loss: 16.2774 2022-04-27 07:14:58,373 - mmseg - INFO - Iter [101400/160000] lr: 5.259e-07, eta: 17:41:54, time: 1.031, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2378, decode.loss_mask: 0.4548, decode.loss_dice: 0.7374, decode.d0.loss_cls: 1.9312, decode.d0.loss_mask: 0.5013, decode.d0.loss_dice: 0.8635, decode.d1.loss_cls: 0.3144, decode.d1.loss_mask: 0.4730, decode.d1.loss_dice: 0.7829, decode.d2.loss_cls: 0.2809, decode.d2.loss_mask: 0.4661, decode.d2.loss_dice: 0.7572, decode.d3.loss_cls: 0.2582, decode.d3.loss_mask: 0.4605, decode.d3.loss_dice: 0.7471, decode.d4.loss_cls: 0.2454, decode.d4.loss_mask: 0.4592, decode.d4.loss_dice: 0.7454, decode.d5.loss_cls: 0.2481, decode.d5.loss_mask: 0.4579, decode.d5.loss_dice: 0.7447, decode.d6.loss_cls: 0.2514, decode.d6.loss_mask: 0.4558, decode.d6.loss_dice: 0.7362, decode.d7.loss_cls: 0.2377, decode.d7.loss_mask: 0.4578, decode.d7.loss_dice: 0.7370, decode.d8.loss_cls: 0.2429, decode.d8.loss_mask: 0.4547, decode.d8.loss_dice: 0.7387, loss: 16.4791 2022-04-27 07:15:50,821 - mmseg - INFO - Iter [101450/160000] lr: 5.254e-07, eta: 17:40:59, time: 1.049, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2208, decode.loss_mask: 0.4915, decode.loss_dice: 0.7373, decode.d0.loss_cls: 1.9552, decode.d0.loss_mask: 0.5391, decode.d0.loss_dice: 0.8476, decode.d1.loss_cls: 0.3086, decode.d1.loss_mask: 0.5060, decode.d1.loss_dice: 0.7839, decode.d2.loss_cls: 0.2699, decode.d2.loss_mask: 0.5031, decode.d2.loss_dice: 0.7600, decode.d3.loss_cls: 0.2451, decode.d3.loss_mask: 0.4964, decode.d3.loss_dice: 0.7446, decode.d4.loss_cls: 0.2364, decode.d4.loss_mask: 0.4963, decode.d4.loss_dice: 0.7494, decode.d5.loss_cls: 0.2293, decode.d5.loss_mask: 0.4952, decode.d5.loss_dice: 0.7471, decode.d6.loss_cls: 0.2293, decode.d6.loss_mask: 0.4894, decode.d6.loss_dice: 0.7374, decode.d7.loss_cls: 0.2239, decode.d7.loss_mask: 0.4902, decode.d7.loss_dice: 0.7443, decode.d8.loss_cls: 0.2313, decode.d8.loss_mask: 0.4905, decode.d8.loss_dice: 0.7401, loss: 16.7390 2022-04-27 07:16:43,203 - mmseg - INFO - Iter [101500/160000] lr: 5.250e-07, eta: 17:40:03, time: 1.048, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2234, decode.loss_mask: 0.4694, decode.loss_dice: 0.7440, decode.d0.loss_cls: 1.9341, decode.d0.loss_mask: 0.5082, decode.d0.loss_dice: 0.8468, decode.d1.loss_cls: 0.3242, decode.d1.loss_mask: 0.4876, decode.d1.loss_dice: 0.7905, decode.d2.loss_cls: 0.2765, decode.d2.loss_mask: 0.4764, decode.d2.loss_dice: 0.7690, decode.d3.loss_cls: 0.2489, decode.d3.loss_mask: 0.4748, decode.d3.loss_dice: 0.7520, decode.d4.loss_cls: 0.2458, decode.d4.loss_mask: 0.4713, decode.d4.loss_dice: 0.7515, decode.d5.loss_cls: 0.2341, decode.d5.loss_mask: 0.4702, decode.d5.loss_dice: 0.7497, decode.d6.loss_cls: 0.2313, decode.d6.loss_mask: 0.4700, decode.d6.loss_dice: 0.7444, decode.d7.loss_cls: 0.2339, decode.d7.loss_mask: 0.4675, decode.d7.loss_dice: 0.7453, decode.d8.loss_cls: 0.2258, decode.d8.loss_mask: 0.4693, decode.d8.loss_dice: 0.7471, loss: 16.5831 2022-04-27 07:17:35,710 - mmseg - INFO - Iter [101550/160000] lr: 5.245e-07, eta: 17:39:08, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2576, decode.loss_mask: 0.4699, decode.loss_dice: 0.7541, decode.d0.loss_cls: 1.9936, decode.d0.loss_mask: 0.5093, decode.d0.loss_dice: 0.8777, decode.d1.loss_cls: 0.3548, decode.d1.loss_mask: 0.4868, decode.d1.loss_dice: 0.8096, decode.d2.loss_cls: 0.3031, decode.d2.loss_mask: 0.4795, decode.d2.loss_dice: 0.7760, decode.d3.loss_cls: 0.2759, decode.d3.loss_mask: 0.4752, decode.d3.loss_dice: 0.7650, decode.d4.loss_cls: 0.2661, decode.d4.loss_mask: 0.4717, decode.d4.loss_dice: 0.7640, decode.d5.loss_cls: 0.2652, decode.d5.loss_mask: 0.4720, decode.d5.loss_dice: 0.7619, decode.d6.loss_cls: 0.2672, decode.d6.loss_mask: 0.4716, decode.d6.loss_dice: 0.7540, decode.d7.loss_cls: 0.2620, decode.d7.loss_mask: 0.4712, decode.d7.loss_dice: 0.7561, decode.d8.loss_cls: 0.2636, decode.d8.loss_mask: 0.4696, decode.d8.loss_dice: 0.7533, loss: 17.0581 2022-04-27 07:18:27,712 - mmseg - INFO - Iter [101600/160000] lr: 5.241e-07, eta: 17:38:12, time: 1.040, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2405, decode.loss_mask: 0.4760, decode.loss_dice: 0.7368, decode.d0.loss_cls: 1.9813, decode.d0.loss_mask: 0.5218, decode.d0.loss_dice: 0.8551, decode.d1.loss_cls: 0.3369, decode.d1.loss_mask: 0.4916, decode.d1.loss_dice: 0.7869, decode.d2.loss_cls: 0.2862, decode.d2.loss_mask: 0.4830, decode.d2.loss_dice: 0.7633, decode.d3.loss_cls: 0.2612, decode.d3.loss_mask: 0.4791, decode.d3.loss_dice: 0.7469, decode.d4.loss_cls: 0.2565, decode.d4.loss_mask: 0.4778, decode.d4.loss_dice: 0.7459, decode.d5.loss_cls: 0.2486, decode.d5.loss_mask: 0.4751, decode.d5.loss_dice: 0.7451, decode.d6.loss_cls: 0.2380, decode.d6.loss_mask: 0.4751, decode.d6.loss_dice: 0.7427, decode.d7.loss_cls: 0.2426, decode.d7.loss_mask: 0.4762, decode.d7.loss_dice: 0.7377, decode.d8.loss_cls: 0.2421, decode.d8.loss_mask: 0.4746, decode.d8.loss_dice: 0.7404, loss: 16.7648 2022-04-27 07:19:19,824 - mmseg - INFO - Iter [101650/160000] lr: 5.236e-07, eta: 17:37:17, time: 1.042, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2556, decode.loss_mask: 0.4679, decode.loss_dice: 0.7610, decode.d0.loss_cls: 1.9232, decode.d0.loss_mask: 0.5139, decode.d0.loss_dice: 0.8851, decode.d1.loss_cls: 0.3515, decode.d1.loss_mask: 0.4865, decode.d1.loss_dice: 0.8125, decode.d2.loss_cls: 0.3015, decode.d2.loss_mask: 0.4737, decode.d2.loss_dice: 0.7868, decode.d3.loss_cls: 0.2717, decode.d3.loss_mask: 0.4733, decode.d3.loss_dice: 0.7705, decode.d4.loss_cls: 0.2646, decode.d4.loss_mask: 0.4710, decode.d4.loss_dice: 0.7671, decode.d5.loss_cls: 0.2660, decode.d5.loss_mask: 0.4685, decode.d5.loss_dice: 0.7653, decode.d6.loss_cls: 0.2541, decode.d6.loss_mask: 0.4700, decode.d6.loss_dice: 0.7631, decode.d7.loss_cls: 0.2524, decode.d7.loss_mask: 0.4693, decode.d7.loss_dice: 0.7594, decode.d8.loss_cls: 0.2547, decode.d8.loss_mask: 0.4681, decode.d8.loss_dice: 0.7612, loss: 16.9895 2022-04-27 07:20:12,023 - mmseg - INFO - Iter [101700/160000] lr: 5.232e-07, eta: 17:36:21, time: 1.044, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2161, decode.loss_mask: 0.4657, decode.loss_dice: 0.7078, decode.d0.loss_cls: 1.8787, decode.d0.loss_mask: 0.5096, decode.d0.loss_dice: 0.8102, decode.d1.loss_cls: 0.2940, decode.d1.loss_mask: 0.4856, decode.d1.loss_dice: 0.7472, decode.d2.loss_cls: 0.2456, decode.d2.loss_mask: 0.4767, decode.d2.loss_dice: 0.7310, decode.d3.loss_cls: 0.2358, decode.d3.loss_mask: 0.4692, decode.d3.loss_dice: 0.7122, decode.d4.loss_cls: 0.2212, decode.d4.loss_mask: 0.4706, decode.d4.loss_dice: 0.7134, decode.d5.loss_cls: 0.2246, decode.d5.loss_mask: 0.4670, decode.d5.loss_dice: 0.7097, decode.d6.loss_cls: 0.2196, decode.d6.loss_mask: 0.4669, decode.d6.loss_dice: 0.7027, decode.d7.loss_cls: 0.2156, decode.d7.loss_mask: 0.4657, decode.d7.loss_dice: 0.7077, decode.d8.loss_cls: 0.2127, decode.d8.loss_mask: 0.4661, decode.d8.loss_dice: 0.7089, loss: 15.9580 2022-04-27 07:21:04,012 - mmseg - INFO - Iter [101750/160000] lr: 5.227e-07, eta: 17:35:25, time: 1.040, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2207, decode.loss_mask: 0.4756, decode.loss_dice: 0.7187, decode.d0.loss_cls: 1.9202, decode.d0.loss_mask: 0.5190, decode.d0.loss_dice: 0.8148, decode.d1.loss_cls: 0.3018, decode.d1.loss_mask: 0.4925, decode.d1.loss_dice: 0.7575, decode.d2.loss_cls: 0.2694, decode.d2.loss_mask: 0.4876, decode.d2.loss_dice: 0.7361, decode.d3.loss_cls: 0.2425, decode.d3.loss_mask: 0.4800, decode.d3.loss_dice: 0.7226, decode.d4.loss_cls: 0.2363, decode.d4.loss_mask: 0.4794, decode.d4.loss_dice: 0.7227, decode.d5.loss_cls: 0.2317, decode.d5.loss_mask: 0.4781, decode.d5.loss_dice: 0.7182, decode.d6.loss_cls: 0.2275, decode.d6.loss_mask: 0.4764, decode.d6.loss_dice: 0.7140, decode.d7.loss_cls: 0.2261, decode.d7.loss_mask: 0.4760, decode.d7.loss_dice: 0.7190, decode.d8.loss_cls: 0.2213, decode.d8.loss_mask: 0.4762, decode.d8.loss_dice: 0.7160, loss: 16.2779 2022-04-27 07:21:56,345 - mmseg - INFO - Iter [101800/160000] lr: 5.223e-07, eta: 17:34:30, time: 1.047, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2391, decode.loss_mask: 0.4760, decode.loss_dice: 0.7355, decode.d0.loss_cls: 2.0037, decode.d0.loss_mask: 0.5192, decode.d0.loss_dice: 0.8475, decode.d1.loss_cls: 0.3384, decode.d1.loss_mask: 0.4926, decode.d1.loss_dice: 0.7783, decode.d2.loss_cls: 0.2925, decode.d2.loss_mask: 0.4828, decode.d2.loss_dice: 0.7547, decode.d3.loss_cls: 0.2630, decode.d3.loss_mask: 0.4749, decode.d3.loss_dice: 0.7449, decode.d4.loss_cls: 0.2530, decode.d4.loss_mask: 0.4768, decode.d4.loss_dice: 0.7424, decode.d5.loss_cls: 0.2479, decode.d5.loss_mask: 0.4777, decode.d5.loss_dice: 0.7434, decode.d6.loss_cls: 0.2448, decode.d6.loss_mask: 0.4742, decode.d6.loss_dice: 0.7347, decode.d7.loss_cls: 0.2374, decode.d7.loss_mask: 0.4747, decode.d7.loss_dice: 0.7389, decode.d8.loss_cls: 0.2341, decode.d8.loss_mask: 0.4763, decode.d8.loss_dice: 0.7395, loss: 16.7390 2022-04-27 07:22:48,919 - mmseg - INFO - Iter [101850/160000] lr: 5.218e-07, eta: 17:33:34, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2195, decode.loss_mask: 0.4623, decode.loss_dice: 0.7126, decode.d0.loss_cls: 1.9350, decode.d0.loss_mask: 0.5062, decode.d0.loss_dice: 0.8192, decode.d1.loss_cls: 0.3208, decode.d1.loss_mask: 0.4828, decode.d1.loss_dice: 0.7527, decode.d2.loss_cls: 0.2657, decode.d2.loss_mask: 0.4739, decode.d2.loss_dice: 0.7376, decode.d3.loss_cls: 0.2506, decode.d3.loss_mask: 0.4642, decode.d3.loss_dice: 0.7210, decode.d4.loss_cls: 0.2403, decode.d4.loss_mask: 0.4634, decode.d4.loss_dice: 0.7206, decode.d5.loss_cls: 0.2331, decode.d5.loss_mask: 0.4639, decode.d5.loss_dice: 0.7188, decode.d6.loss_cls: 0.2206, decode.d6.loss_mask: 0.4624, decode.d6.loss_dice: 0.7132, decode.d7.loss_cls: 0.2259, decode.d7.loss_mask: 0.4613, decode.d7.loss_dice: 0.7150, decode.d8.loss_cls: 0.2177, decode.d8.loss_mask: 0.4623, decode.d8.loss_dice: 0.7159, loss: 16.1586 2022-04-27 07:23:41,235 - mmseg - INFO - Iter [101900/160000] lr: 5.214e-07, eta: 17:32:39, time: 1.046, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2223, decode.loss_mask: 0.4534, decode.loss_dice: 0.7285, decode.d0.loss_cls: 1.9130, decode.d0.loss_mask: 0.4955, decode.d0.loss_dice: 0.8424, decode.d1.loss_cls: 0.3135, decode.d1.loss_mask: 0.4705, decode.d1.loss_dice: 0.7710, decode.d2.loss_cls: 0.2668, decode.d2.loss_mask: 0.4596, decode.d2.loss_dice: 0.7566, decode.d3.loss_cls: 0.2453, decode.d3.loss_mask: 0.4569, decode.d3.loss_dice: 0.7380, decode.d4.loss_cls: 0.2357, decode.d4.loss_mask: 0.4569, decode.d4.loss_dice: 0.7382, decode.d5.loss_cls: 0.2317, decode.d5.loss_mask: 0.4557, decode.d5.loss_dice: 0.7399, decode.d6.loss_cls: 0.2274, decode.d6.loss_mask: 0.4552, decode.d6.loss_dice: 0.7357, decode.d7.loss_cls: 0.2248, decode.d7.loss_mask: 0.4546, decode.d7.loss_dice: 0.7323, decode.d8.loss_cls: 0.2236, decode.d8.loss_mask: 0.4547, decode.d8.loss_dice: 0.7313, loss: 16.2309 2022-04-27 07:24:33,578 - mmseg - INFO - Iter [101950/160000] lr: 5.209e-07, eta: 17:31:43, time: 1.047, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2218, decode.loss_mask: 0.4818, decode.loss_dice: 0.7245, decode.d0.loss_cls: 1.8988, decode.d0.loss_mask: 0.5277, decode.d0.loss_dice: 0.8299, decode.d1.loss_cls: 0.3038, decode.d1.loss_mask: 0.5018, decode.d1.loss_dice: 0.7716, decode.d2.loss_cls: 0.2569, decode.d2.loss_mask: 0.4911, decode.d2.loss_dice: 0.7452, decode.d3.loss_cls: 0.2364, decode.d3.loss_mask: 0.4855, decode.d3.loss_dice: 0.7286, decode.d4.loss_cls: 0.2314, decode.d4.loss_mask: 0.4853, decode.d4.loss_dice: 0.7284, decode.d5.loss_cls: 0.2261, decode.d5.loss_mask: 0.4854, decode.d5.loss_dice: 0.7306, decode.d6.loss_cls: 0.2191, decode.d6.loss_mask: 0.4842, decode.d6.loss_dice: 0.7215, decode.d7.loss_cls: 0.2181, decode.d7.loss_mask: 0.4832, decode.d7.loss_dice: 0.7240, decode.d8.loss_cls: 0.2161, decode.d8.loss_mask: 0.4836, decode.d8.loss_dice: 0.7239, loss: 16.3662 2022-04-27 07:25:25,508 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 07:25:25,511 - mmseg - INFO - Iter [102000/160000] lr: 5.205e-07, eta: 17:30:48, time: 1.039, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2277, decode.loss_mask: 0.4542, decode.loss_dice: 0.7435, decode.d0.loss_cls: 1.9176, decode.d0.loss_mask: 0.5021, decode.d0.loss_dice: 0.8573, decode.d1.loss_cls: 0.3253, decode.d1.loss_mask: 0.4761, decode.d1.loss_dice: 0.7901, decode.d2.loss_cls: 0.2710, decode.d2.loss_mask: 0.4612, decode.d2.loss_dice: 0.7647, decode.d3.loss_cls: 0.2473, decode.d3.loss_mask: 0.4598, decode.d3.loss_dice: 0.7526, decode.d4.loss_cls: 0.2372, decode.d4.loss_mask: 0.4581, decode.d4.loss_dice: 0.7454, decode.d5.loss_cls: 0.2324, decode.d5.loss_mask: 0.4585, decode.d5.loss_dice: 0.7442, decode.d6.loss_cls: 0.2330, decode.d6.loss_mask: 0.4551, decode.d6.loss_dice: 0.7407, decode.d7.loss_cls: 0.2328, decode.d7.loss_mask: 0.4536, decode.d7.loss_dice: 0.7426, decode.d8.loss_cls: 0.2315, decode.d8.loss_mask: 0.4549, decode.d8.loss_dice: 0.7426, loss: 16.4133 2022-04-27 07:26:17,117 - mmseg - INFO - Iter [102050/160000] lr: 5.200e-07, eta: 17:29:52, time: 1.032, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2359, decode.loss_mask: 0.4660, decode.loss_dice: 0.7352, decode.d0.loss_cls: 1.9009, decode.d0.loss_mask: 0.5166, decode.d0.loss_dice: 0.8517, decode.d1.loss_cls: 0.3118, decode.d1.loss_mask: 0.4831, decode.d1.loss_dice: 0.7782, decode.d2.loss_cls: 0.2724, decode.d2.loss_mask: 0.4727, decode.d2.loss_dice: 0.7544, decode.d3.loss_cls: 0.2524, decode.d3.loss_mask: 0.4678, decode.d3.loss_dice: 0.7390, decode.d4.loss_cls: 0.2469, decode.d4.loss_mask: 0.4675, decode.d4.loss_dice: 0.7423, decode.d5.loss_cls: 0.2447, decode.d5.loss_mask: 0.4678, decode.d5.loss_dice: 0.7380, decode.d6.loss_cls: 0.2352, decode.d6.loss_mask: 0.4665, decode.d6.loss_dice: 0.7346, decode.d7.loss_cls: 0.2325, decode.d7.loss_mask: 0.4646, decode.d7.loss_dice: 0.7350, decode.d8.loss_cls: 0.2268, decode.d8.loss_mask: 0.4655, decode.d8.loss_dice: 0.7380, loss: 16.4440 2022-04-27 07:27:09,279 - mmseg - INFO - Iter [102100/160000] lr: 5.196e-07, eta: 17:28:56, time: 1.043, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2368, decode.loss_mask: 0.4761, decode.loss_dice: 0.7325, decode.d0.loss_cls: 1.9282, decode.d0.loss_mask: 0.5187, decode.d0.loss_dice: 0.8409, decode.d1.loss_cls: 0.3162, decode.d1.loss_mask: 0.4939, decode.d1.loss_dice: 0.7701, decode.d2.loss_cls: 0.2657, decode.d2.loss_mask: 0.4851, decode.d2.loss_dice: 0.7563, decode.d3.loss_cls: 0.2503, decode.d3.loss_mask: 0.4798, decode.d3.loss_dice: 0.7448, decode.d4.loss_cls: 0.2428, decode.d4.loss_mask: 0.4777, decode.d4.loss_dice: 0.7414, decode.d5.loss_cls: 0.2387, decode.d5.loss_mask: 0.4772, decode.d5.loss_dice: 0.7391, decode.d6.loss_cls: 0.2378, decode.d6.loss_mask: 0.4774, decode.d6.loss_dice: 0.7358, decode.d7.loss_cls: 0.2335, decode.d7.loss_mask: 0.4764, decode.d7.loss_dice: 0.7359, decode.d8.loss_cls: 0.2314, decode.d8.loss_mask: 0.4760, decode.d8.loss_dice: 0.7344, loss: 16.5512 2022-04-27 07:28:01,318 - mmseg - INFO - Iter [102150/160000] lr: 5.191e-07, eta: 17:28:01, time: 1.041, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2352, decode.loss_mask: 0.4786, decode.loss_dice: 0.7346, decode.d0.loss_cls: 1.8981, decode.d0.loss_mask: 0.5282, decode.d0.loss_dice: 0.8458, decode.d1.loss_cls: 0.3281, decode.d1.loss_mask: 0.5003, decode.d1.loss_dice: 0.7891, decode.d2.loss_cls: 0.2857, decode.d2.loss_mask: 0.4900, decode.d2.loss_dice: 0.7647, decode.d3.loss_cls: 0.2626, decode.d3.loss_mask: 0.4822, decode.d3.loss_dice: 0.7479, decode.d4.loss_cls: 0.2582, decode.d4.loss_mask: 0.4795, decode.d4.loss_dice: 0.7448, decode.d5.loss_cls: 0.2463, decode.d5.loss_mask: 0.4793, decode.d5.loss_dice: 0.7406, decode.d6.loss_cls: 0.2458, decode.d6.loss_mask: 0.4772, decode.d6.loss_dice: 0.7339, decode.d7.loss_cls: 0.2417, decode.d7.loss_mask: 0.4777, decode.d7.loss_dice: 0.7413, decode.d8.loss_cls: 0.2336, decode.d8.loss_mask: 0.4773, decode.d8.loss_dice: 0.7393, loss: 16.6879 2022-04-27 07:28:53,598 - mmseg - INFO - Iter [102200/160000] lr: 5.187e-07, eta: 17:27:05, time: 1.046, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2014, decode.loss_mask: 0.4735, decode.loss_dice: 0.7081, decode.d0.loss_cls: 1.8931, decode.d0.loss_mask: 0.5177, decode.d0.loss_dice: 0.8213, decode.d1.loss_cls: 0.2900, decode.d1.loss_mask: 0.4896, decode.d1.loss_dice: 0.7559, decode.d2.loss_cls: 0.2468, decode.d2.loss_mask: 0.4805, decode.d2.loss_dice: 0.7311, decode.d3.loss_cls: 0.2196, decode.d3.loss_mask: 0.4749, decode.d3.loss_dice: 0.7159, decode.d4.loss_cls: 0.2149, decode.d4.loss_mask: 0.4745, decode.d4.loss_dice: 0.7100, decode.d5.loss_cls: 0.2094, decode.d5.loss_mask: 0.4733, decode.d5.loss_dice: 0.7085, decode.d6.loss_cls: 0.2055, decode.d6.loss_mask: 0.4754, decode.d6.loss_dice: 0.7062, decode.d7.loss_cls: 0.2036, decode.d7.loss_mask: 0.4745, decode.d7.loss_dice: 0.7082, decode.d8.loss_cls: 0.2044, decode.d8.loss_mask: 0.4725, decode.d8.loss_dice: 0.7096, loss: 15.9700 2022-04-27 07:29:46,502 - mmseg - INFO - Iter [102250/160000] lr: 5.182e-07, eta: 17:26:10, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2154, decode.loss_mask: 0.4780, decode.loss_dice: 0.7344, decode.d0.loss_cls: 1.9018, decode.d0.loss_mask: 0.5244, decode.d0.loss_dice: 0.8377, decode.d1.loss_cls: 0.3119, decode.d1.loss_mask: 0.4947, decode.d1.loss_dice: 0.7820, decode.d2.loss_cls: 0.2572, decode.d2.loss_mask: 0.4857, decode.d2.loss_dice: 0.7610, decode.d3.loss_cls: 0.2404, decode.d3.loss_mask: 0.4823, decode.d3.loss_dice: 0.7472, decode.d4.loss_cls: 0.2289, decode.d4.loss_mask: 0.4809, decode.d4.loss_dice: 0.7458, decode.d5.loss_cls: 0.2214, decode.d5.loss_mask: 0.4805, decode.d5.loss_dice: 0.7451, decode.d6.loss_cls: 0.2214, decode.d6.loss_mask: 0.4797, decode.d6.loss_dice: 0.7372, decode.d7.loss_cls: 0.2164, decode.d7.loss_mask: 0.4797, decode.d7.loss_dice: 0.7364, decode.d8.loss_cls: 0.2141, decode.d8.loss_mask: 0.4771, decode.d8.loss_dice: 0.7391, loss: 16.4578 2022-04-27 07:30:39,952 - mmseg - INFO - Iter [102300/160000] lr: 5.178e-07, eta: 17:25:15, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2306, decode.loss_mask: 0.4582, decode.loss_dice: 0.7303, decode.d0.loss_cls: 1.9544, decode.d0.loss_mask: 0.5046, decode.d0.loss_dice: 0.8490, decode.d1.loss_cls: 0.3267, decode.d1.loss_mask: 0.4769, decode.d1.loss_dice: 0.7768, decode.d2.loss_cls: 0.2712, decode.d2.loss_mask: 0.4701, decode.d2.loss_dice: 0.7566, decode.d3.loss_cls: 0.2525, decode.d3.loss_mask: 0.4624, decode.d3.loss_dice: 0.7375, decode.d4.loss_cls: 0.2422, decode.d4.loss_mask: 0.4620, decode.d4.loss_dice: 0.7365, decode.d5.loss_cls: 0.2405, decode.d5.loss_mask: 0.4597, decode.d5.loss_dice: 0.7336, decode.d6.loss_cls: 0.2328, decode.d6.loss_mask: 0.4602, decode.d6.loss_dice: 0.7279, decode.d7.loss_cls: 0.2312, decode.d7.loss_mask: 0.4598, decode.d7.loss_dice: 0.7325, decode.d8.loss_cls: 0.2265, decode.d8.loss_mask: 0.4597, decode.d8.loss_dice: 0.7335, loss: 16.3964 2022-04-27 07:31:35,232 - mmseg - INFO - Iter [102350/160000] lr: 5.173e-07, eta: 17:24:21, time: 1.106, data_time: 0.062, memory: 64049, decode.loss_cls: 0.1998, decode.loss_mask: 0.4642, decode.loss_dice: 0.7193, decode.d0.loss_cls: 1.8704, decode.d0.loss_mask: 0.5068, decode.d0.loss_dice: 0.8214, decode.d1.loss_cls: 0.2781, decode.d1.loss_mask: 0.4840, decode.d1.loss_dice: 0.7623, decode.d2.loss_cls: 0.2329, decode.d2.loss_mask: 0.4719, decode.d2.loss_dice: 0.7401, decode.d3.loss_cls: 0.2267, decode.d3.loss_mask: 0.4675, decode.d3.loss_dice: 0.7234, decode.d4.loss_cls: 0.2082, decode.d4.loss_mask: 0.4691, decode.d4.loss_dice: 0.7208, decode.d5.loss_cls: 0.2028, decode.d5.loss_mask: 0.4658, decode.d5.loss_dice: 0.7256, decode.d6.loss_cls: 0.2028, decode.d6.loss_mask: 0.4661, decode.d6.loss_dice: 0.7219, decode.d7.loss_cls: 0.2060, decode.d7.loss_mask: 0.4639, decode.d7.loss_dice: 0.7167, decode.d8.loss_cls: 0.1996, decode.d8.loss_mask: 0.4650, decode.d8.loss_dice: 0.7174, loss: 15.9203 2022-04-27 07:32:27,067 - mmseg - INFO - Iter [102400/160000] lr: 5.169e-07, eta: 17:23:25, time: 1.037, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2294, decode.loss_mask: 0.4519, decode.loss_dice: 0.7241, decode.d0.loss_cls: 1.9212, decode.d0.loss_mask: 0.5011, decode.d0.loss_dice: 0.8373, decode.d1.loss_cls: 0.3259, decode.d1.loss_mask: 0.4683, decode.d1.loss_dice: 0.7711, decode.d2.loss_cls: 0.2788, decode.d2.loss_mask: 0.4566, decode.d2.loss_dice: 0.7494, decode.d3.loss_cls: 0.2551, decode.d3.loss_mask: 0.4528, decode.d3.loss_dice: 0.7324, decode.d4.loss_cls: 0.2485, decode.d4.loss_mask: 0.4531, decode.d4.loss_dice: 0.7330, decode.d5.loss_cls: 0.2398, decode.d5.loss_mask: 0.4549, decode.d5.loss_dice: 0.7348, decode.d6.loss_cls: 0.2308, decode.d6.loss_mask: 0.4544, decode.d6.loss_dice: 0.7258, decode.d7.loss_cls: 0.2307, decode.d7.loss_mask: 0.4540, decode.d7.loss_dice: 0.7292, decode.d8.loss_cls: 0.2271, decode.d8.loss_mask: 0.4538, decode.d8.loss_dice: 0.7262, loss: 16.2518 2022-04-27 07:33:19,177 - mmseg - INFO - Iter [102450/160000] lr: 5.164e-07, eta: 17:22:30, time: 1.042, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2453, decode.loss_mask: 0.4564, decode.loss_dice: 0.7291, decode.d0.loss_cls: 1.9379, decode.d0.loss_mask: 0.5040, decode.d0.loss_dice: 0.8454, decode.d1.loss_cls: 0.3331, decode.d1.loss_mask: 0.4715, decode.d1.loss_dice: 0.7730, decode.d2.loss_cls: 0.2860, decode.d2.loss_mask: 0.4640, decode.d2.loss_dice: 0.7529, decode.d3.loss_cls: 0.2673, decode.d3.loss_mask: 0.4562, decode.d3.loss_dice: 0.7380, decode.d4.loss_cls: 0.2579, decode.d4.loss_mask: 0.4574, decode.d4.loss_dice: 0.7339, decode.d5.loss_cls: 0.2528, decode.d5.loss_mask: 0.4560, decode.d5.loss_dice: 0.7354, decode.d6.loss_cls: 0.2568, decode.d6.loss_mask: 0.4538, decode.d6.loss_dice: 0.7296, decode.d7.loss_cls: 0.2507, decode.d7.loss_mask: 0.4556, decode.d7.loss_dice: 0.7262, decode.d8.loss_cls: 0.2400, decode.d8.loss_mask: 0.4565, decode.d8.loss_dice: 0.7316, loss: 16.4544 2022-04-27 07:34:12,084 - mmseg - INFO - Iter [102500/160000] lr: 5.160e-07, eta: 17:21:35, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2244, decode.loss_mask: 0.4599, decode.loss_dice: 0.7138, decode.d0.loss_cls: 1.9311, decode.d0.loss_mask: 0.5100, decode.d0.loss_dice: 0.8314, decode.d1.loss_cls: 0.3072, decode.d1.loss_mask: 0.4768, decode.d1.loss_dice: 0.7625, decode.d2.loss_cls: 0.2674, decode.d2.loss_mask: 0.4661, decode.d2.loss_dice: 0.7379, decode.d3.loss_cls: 0.2494, decode.d3.loss_mask: 0.4638, decode.d3.loss_dice: 0.7236, decode.d4.loss_cls: 0.2395, decode.d4.loss_mask: 0.4633, decode.d4.loss_dice: 0.7234, decode.d5.loss_cls: 0.2328, decode.d5.loss_mask: 0.4632, decode.d5.loss_dice: 0.7207, decode.d6.loss_cls: 0.2277, decode.d6.loss_mask: 0.4624, decode.d6.loss_dice: 0.7169, decode.d7.loss_cls: 0.2264, decode.d7.loss_mask: 0.4616, decode.d7.loss_dice: 0.7186, decode.d8.loss_cls: 0.2279, decode.d8.loss_mask: 0.4608, decode.d8.loss_dice: 0.7142, loss: 16.1849 2022-04-27 07:35:03,713 - mmseg - INFO - Iter [102550/160000] lr: 5.155e-07, eta: 17:20:39, time: 1.033, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2307, decode.loss_mask: 0.4610, decode.loss_dice: 0.7133, decode.d0.loss_cls: 1.8908, decode.d0.loss_mask: 0.5043, decode.d0.loss_dice: 0.8158, decode.d1.loss_cls: 0.3119, decode.d1.loss_mask: 0.4789, decode.d1.loss_dice: 0.7588, decode.d2.loss_cls: 0.2698, decode.d2.loss_mask: 0.4715, decode.d2.loss_dice: 0.7314, decode.d3.loss_cls: 0.2464, decode.d3.loss_mask: 0.4655, decode.d3.loss_dice: 0.7170, decode.d4.loss_cls: 0.2386, decode.d4.loss_mask: 0.4641, decode.d4.loss_dice: 0.7196, decode.d5.loss_cls: 0.2350, decode.d5.loss_mask: 0.4635, decode.d5.loss_dice: 0.7142, decode.d6.loss_cls: 0.2347, decode.d6.loss_mask: 0.4635, decode.d6.loss_dice: 0.7092, decode.d7.loss_cls: 0.2305, decode.d7.loss_mask: 0.4616, decode.d7.loss_dice: 0.7107, decode.d8.loss_cls: 0.2303, decode.d8.loss_mask: 0.4621, decode.d8.loss_dice: 0.7147, loss: 16.1192 2022-04-27 07:35:56,072 - mmseg - INFO - Iter [102600/160000] lr: 5.151e-07, eta: 17:19:43, time: 1.046, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2252, decode.loss_mask: 0.4821, decode.loss_dice: 0.7533, decode.d0.loss_cls: 1.9463, decode.d0.loss_mask: 0.5265, decode.d0.loss_dice: 0.8609, decode.d1.loss_cls: 0.3202, decode.d1.loss_mask: 0.5019, decode.d1.loss_dice: 0.8002, decode.d2.loss_cls: 0.2666, decode.d2.loss_mask: 0.4929, decode.d2.loss_dice: 0.7802, decode.d3.loss_cls: 0.2453, decode.d3.loss_mask: 0.4872, decode.d3.loss_dice: 0.7628, decode.d4.loss_cls: 0.2357, decode.d4.loss_mask: 0.4832, decode.d4.loss_dice: 0.7591, decode.d5.loss_cls: 0.2295, decode.d5.loss_mask: 0.4833, decode.d5.loss_dice: 0.7603, decode.d6.loss_cls: 0.2293, decode.d6.loss_mask: 0.4825, decode.d6.loss_dice: 0.7535, decode.d7.loss_cls: 0.2257, decode.d7.loss_mask: 0.4813, decode.d7.loss_dice: 0.7528, decode.d8.loss_cls: 0.2295, decode.d8.loss_mask: 0.4821, decode.d8.loss_dice: 0.7501, loss: 16.7895 2022-04-27 07:36:48,341 - mmseg - INFO - Iter [102650/160000] lr: 5.147e-07, eta: 17:18:48, time: 1.046, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2194, decode.loss_mask: 0.4587, decode.loss_dice: 0.7065, decode.d0.loss_cls: 1.8750, decode.d0.loss_mask: 0.5034, decode.d0.loss_dice: 0.8065, decode.d1.loss_cls: 0.2926, decode.d1.loss_mask: 0.4750, decode.d1.loss_dice: 0.7496, decode.d2.loss_cls: 0.2475, decode.d2.loss_mask: 0.4710, decode.d2.loss_dice: 0.7321, decode.d3.loss_cls: 0.2271, decode.d3.loss_mask: 0.4634, decode.d3.loss_dice: 0.7154, decode.d4.loss_cls: 0.2269, decode.d4.loss_mask: 0.4620, decode.d4.loss_dice: 0.7164, decode.d5.loss_cls: 0.2195, decode.d5.loss_mask: 0.4615, decode.d5.loss_dice: 0.7171, decode.d6.loss_cls: 0.2209, decode.d6.loss_mask: 0.4572, decode.d6.loss_dice: 0.7105, decode.d7.loss_cls: 0.2209, decode.d7.loss_mask: 0.4579, decode.d7.loss_dice: 0.7095, decode.d8.loss_cls: 0.2201, decode.d8.loss_mask: 0.4581, decode.d8.loss_dice: 0.7055, loss: 15.9069 2022-04-27 07:37:40,611 - mmseg - INFO - Iter [102700/160000] lr: 5.142e-07, eta: 17:17:52, time: 1.045, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2255, decode.loss_mask: 0.4835, decode.loss_dice: 0.7285, decode.d0.loss_cls: 1.9235, decode.d0.loss_mask: 0.5314, decode.d0.loss_dice: 0.8453, decode.d1.loss_cls: 0.3113, decode.d1.loss_mask: 0.5052, decode.d1.loss_dice: 0.7782, decode.d2.loss_cls: 0.2618, decode.d2.loss_mask: 0.4955, decode.d2.loss_dice: 0.7536, decode.d3.loss_cls: 0.2425, decode.d3.loss_mask: 0.4896, decode.d3.loss_dice: 0.7383, decode.d4.loss_cls: 0.2390, decode.d4.loss_mask: 0.4872, decode.d4.loss_dice: 0.7433, decode.d5.loss_cls: 0.2323, decode.d5.loss_mask: 0.4862, decode.d5.loss_dice: 0.7399, decode.d6.loss_cls: 0.2246, decode.d6.loss_mask: 0.4850, decode.d6.loss_dice: 0.7383, decode.d7.loss_cls: 0.2190, decode.d7.loss_mask: 0.4840, decode.d7.loss_dice: 0.7369, decode.d8.loss_cls: 0.2292, decode.d8.loss_mask: 0.4850, decode.d8.loss_dice: 0.7342, loss: 16.5778 2022-04-27 07:38:32,872 - mmseg - INFO - Iter [102750/160000] lr: 5.138e-07, eta: 17:16:57, time: 1.045, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2266, decode.loss_mask: 0.4602, decode.loss_dice: 0.7344, decode.d0.loss_cls: 1.9334, decode.d0.loss_mask: 0.5119, decode.d0.loss_dice: 0.8465, decode.d1.loss_cls: 0.3183, decode.d1.loss_mask: 0.4774, decode.d1.loss_dice: 0.7772, decode.d2.loss_cls: 0.2801, decode.d2.loss_mask: 0.4677, decode.d2.loss_dice: 0.7538, decode.d3.loss_cls: 0.2510, decode.d3.loss_mask: 0.4635, decode.d3.loss_dice: 0.7418, decode.d4.loss_cls: 0.2431, decode.d4.loss_mask: 0.4629, decode.d4.loss_dice: 0.7440, decode.d5.loss_cls: 0.2323, decode.d5.loss_mask: 0.4623, decode.d5.loss_dice: 0.7410, decode.d6.loss_cls: 0.2360, decode.d6.loss_mask: 0.4622, decode.d6.loss_dice: 0.7344, decode.d7.loss_cls: 0.2357, decode.d7.loss_mask: 0.4607, decode.d7.loss_dice: 0.7373, decode.d8.loss_cls: 0.2356, decode.d8.loss_mask: 0.4599, decode.d8.loss_dice: 0.7346, loss: 16.4259 2022-04-27 07:39:24,991 - mmseg - INFO - Iter [102800/160000] lr: 5.133e-07, eta: 17:16:01, time: 1.042, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2542, decode.loss_mask: 0.4639, decode.loss_dice: 0.7421, decode.d0.loss_cls: 1.9435, decode.d0.loss_mask: 0.5092, decode.d0.loss_dice: 0.8616, decode.d1.loss_cls: 0.3418, decode.d1.loss_mask: 0.4822, decode.d1.loss_dice: 0.7839, decode.d2.loss_cls: 0.2945, decode.d2.loss_mask: 0.4735, decode.d2.loss_dice: 0.7656, decode.d3.loss_cls: 0.2742, decode.d3.loss_mask: 0.4685, decode.d3.loss_dice: 0.7472, decode.d4.loss_cls: 0.2621, decode.d4.loss_mask: 0.4682, decode.d4.loss_dice: 0.7548, decode.d5.loss_cls: 0.2586, decode.d5.loss_mask: 0.4672, decode.d5.loss_dice: 0.7510, decode.d6.loss_cls: 0.2562, decode.d6.loss_mask: 0.4656, decode.d6.loss_dice: 0.7462, decode.d7.loss_cls: 0.2548, decode.d7.loss_mask: 0.4647, decode.d7.loss_dice: 0.7444, decode.d8.loss_cls: 0.2497, decode.d8.loss_mask: 0.4648, decode.d8.loss_dice: 0.7428, loss: 16.7571 2022-04-27 07:40:17,243 - mmseg - INFO - Iter [102850/160000] lr: 5.129e-07, eta: 17:15:06, time: 1.045, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2155, decode.loss_mask: 0.4335, decode.loss_dice: 0.7080, decode.d0.loss_cls: 1.9055, decode.d0.loss_mask: 0.4732, decode.d0.loss_dice: 0.8163, decode.d1.loss_cls: 0.2957, decode.d1.loss_mask: 0.4495, decode.d1.loss_dice: 0.7478, decode.d2.loss_cls: 0.2529, decode.d2.loss_mask: 0.4422, decode.d2.loss_dice: 0.7287, decode.d3.loss_cls: 0.2309, decode.d3.loss_mask: 0.4382, decode.d3.loss_dice: 0.7174, decode.d4.loss_cls: 0.2265, decode.d4.loss_mask: 0.4374, decode.d4.loss_dice: 0.7206, decode.d5.loss_cls: 0.2266, decode.d5.loss_mask: 0.4383, decode.d5.loss_dice: 0.7160, decode.d6.loss_cls: 0.2231, decode.d6.loss_mask: 0.4375, decode.d6.loss_dice: 0.7151, decode.d7.loss_cls: 0.2203, decode.d7.loss_mask: 0.4366, decode.d7.loss_dice: 0.7125, decode.d8.loss_cls: 0.2247, decode.d8.loss_mask: 0.4343, decode.d8.loss_dice: 0.7073, loss: 15.7321 2022-04-27 07:41:09,021 - mmseg - INFO - Iter [102900/160000] lr: 5.124e-07, eta: 17:14:10, time: 1.035, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2134, decode.loss_mask: 0.4695, decode.loss_dice: 0.7133, decode.d0.loss_cls: 1.9181, decode.d0.loss_mask: 0.5102, decode.d0.loss_dice: 0.8233, decode.d1.loss_cls: 0.3047, decode.d1.loss_mask: 0.4860, decode.d1.loss_dice: 0.7540, decode.d2.loss_cls: 0.2559, decode.d2.loss_mask: 0.4769, decode.d2.loss_dice: 0.7341, decode.d3.loss_cls: 0.2430, decode.d3.loss_mask: 0.4769, decode.d3.loss_dice: 0.7162, decode.d4.loss_cls: 0.2382, decode.d4.loss_mask: 0.4733, decode.d4.loss_dice: 0.7170, decode.d5.loss_cls: 0.2321, decode.d5.loss_mask: 0.4698, decode.d5.loss_dice: 0.7163, decode.d6.loss_cls: 0.2258, decode.d6.loss_mask: 0.4706, decode.d6.loss_dice: 0.7173, decode.d7.loss_cls: 0.2205, decode.d7.loss_mask: 0.4704, decode.d7.loss_dice: 0.7133, decode.d8.loss_cls: 0.2177, decode.d8.loss_mask: 0.4679, decode.d8.loss_dice: 0.7101, loss: 16.1557 2022-04-27 07:42:00,666 - mmseg - INFO - Iter [102950/160000] lr: 5.120e-07, eta: 17:13:14, time: 1.033, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2473, decode.loss_mask: 0.4646, decode.loss_dice: 0.7315, decode.d0.loss_cls: 1.9341, decode.d0.loss_mask: 0.5111, decode.d0.loss_dice: 0.8455, decode.d1.loss_cls: 0.3323, decode.d1.loss_mask: 0.4819, decode.d1.loss_dice: 0.7772, decode.d2.loss_cls: 0.2904, decode.d2.loss_mask: 0.4733, decode.d2.loss_dice: 0.7536, decode.d3.loss_cls: 0.2661, decode.d3.loss_mask: 0.4700, decode.d3.loss_dice: 0.7398, decode.d4.loss_cls: 0.2625, decode.d4.loss_mask: 0.4670, decode.d4.loss_dice: 0.7392, decode.d5.loss_cls: 0.2581, decode.d5.loss_mask: 0.4672, decode.d5.loss_dice: 0.7359, decode.d6.loss_cls: 0.2521, decode.d6.loss_mask: 0.4657, decode.d6.loss_dice: 0.7344, decode.d7.loss_cls: 0.2442, decode.d7.loss_mask: 0.4639, decode.d7.loss_dice: 0.7338, decode.d8.loss_cls: 0.2477, decode.d8.loss_mask: 0.4638, decode.d8.loss_dice: 0.7339, loss: 16.5882 2022-04-27 07:42:52,736 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 07:42:52,744 - mmseg - INFO - Iter [103000/160000] lr: 5.115e-07, eta: 17:12:19, time: 1.041, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2474, decode.loss_mask: 0.4790, decode.loss_dice: 0.7038, decode.d0.loss_cls: 1.9696, decode.d0.loss_mask: 0.5195, decode.d0.loss_dice: 0.8160, decode.d1.loss_cls: 0.3226, decode.d1.loss_mask: 0.4963, decode.d1.loss_dice: 0.7487, decode.d2.loss_cls: 0.2850, decode.d2.loss_mask: 0.4875, decode.d2.loss_dice: 0.7274, decode.d3.loss_cls: 0.2630, decode.d3.loss_mask: 0.4839, decode.d3.loss_dice: 0.7107, decode.d4.loss_cls: 0.2564, decode.d4.loss_mask: 0.4820, decode.d4.loss_dice: 0.7128, decode.d5.loss_cls: 0.2532, decode.d5.loss_mask: 0.4800, decode.d5.loss_dice: 0.7125, decode.d6.loss_cls: 0.2489, decode.d6.loss_mask: 0.4793, decode.d6.loss_dice: 0.7077, decode.d7.loss_cls: 0.2462, decode.d7.loss_mask: 0.4783, decode.d7.loss_dice: 0.7104, decode.d8.loss_cls: 0.2510, decode.d8.loss_mask: 0.4778, decode.d8.loss_dice: 0.7077, loss: 16.4644 2022-04-27 07:43:44,248 - mmseg - INFO - Iter [103050/160000] lr: 5.111e-07, eta: 17:11:23, time: 1.030, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2361, decode.loss_mask: 0.4649, decode.loss_dice: 0.7374, decode.d0.loss_cls: 1.9328, decode.d0.loss_mask: 0.5112, decode.d0.loss_dice: 0.8496, decode.d1.loss_cls: 0.3309, decode.d1.loss_mask: 0.4820, decode.d1.loss_dice: 0.7857, decode.d2.loss_cls: 0.2880, decode.d2.loss_mask: 0.4748, decode.d2.loss_dice: 0.7608, decode.d3.loss_cls: 0.2643, decode.d3.loss_mask: 0.4669, decode.d3.loss_dice: 0.7442, decode.d4.loss_cls: 0.2550, decode.d4.loss_mask: 0.4665, decode.d4.loss_dice: 0.7430, decode.d5.loss_cls: 0.2426, decode.d5.loss_mask: 0.4669, decode.d5.loss_dice: 0.7443, decode.d6.loss_cls: 0.2435, decode.d6.loss_mask: 0.4648, decode.d6.loss_dice: 0.7335, decode.d7.loss_cls: 0.2364, decode.d7.loss_mask: 0.4651, decode.d7.loss_dice: 0.7389, decode.d8.loss_cls: 0.2350, decode.d8.loss_mask: 0.4659, decode.d8.loss_dice: 0.7363, loss: 16.5673 2022-04-27 07:44:35,989 - mmseg - INFO - Iter [103100/160000] lr: 5.106e-07, eta: 17:10:27, time: 1.035, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2131, decode.loss_mask: 0.4882, decode.loss_dice: 0.7291, decode.d0.loss_cls: 1.9074, decode.d0.loss_mask: 0.5349, decode.d0.loss_dice: 0.8405, decode.d1.loss_cls: 0.2904, decode.d1.loss_mask: 0.5034, decode.d1.loss_dice: 0.7785, decode.d2.loss_cls: 0.2524, decode.d2.loss_mask: 0.4965, decode.d2.loss_dice: 0.7526, decode.d3.loss_cls: 0.2327, decode.d3.loss_mask: 0.4916, decode.d3.loss_dice: 0.7451, decode.d4.loss_cls: 0.2256, decode.d4.loss_mask: 0.4910, decode.d4.loss_dice: 0.7425, decode.d5.loss_cls: 0.2235, decode.d5.loss_mask: 0.4896, decode.d5.loss_dice: 0.7362, decode.d6.loss_cls: 0.2169, decode.d6.loss_mask: 0.4883, decode.d6.loss_dice: 0.7334, decode.d7.loss_cls: 0.2175, decode.d7.loss_mask: 0.4882, decode.d7.loss_dice: 0.7309, decode.d8.loss_cls: 0.2130, decode.d8.loss_mask: 0.4895, decode.d8.loss_dice: 0.7318, loss: 16.4742 2022-04-27 07:45:27,913 - mmseg - INFO - Iter [103150/160000] lr: 5.102e-07, eta: 17:09:31, time: 1.039, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2113, decode.loss_mask: 0.4629, decode.loss_dice: 0.7143, decode.d0.loss_cls: 1.9575, decode.d0.loss_mask: 0.5114, decode.d0.loss_dice: 0.8345, decode.d1.loss_cls: 0.3027, decode.d1.loss_mask: 0.4819, decode.d1.loss_dice: 0.7621, decode.d2.loss_cls: 0.2587, decode.d2.loss_mask: 0.4749, decode.d2.loss_dice: 0.7433, decode.d3.loss_cls: 0.2286, decode.d3.loss_mask: 0.4669, decode.d3.loss_dice: 0.7288, decode.d4.loss_cls: 0.2252, decode.d4.loss_mask: 0.4650, decode.d4.loss_dice: 0.7260, decode.d5.loss_cls: 0.2193, decode.d5.loss_mask: 0.4651, decode.d5.loss_dice: 0.7244, decode.d6.loss_cls: 0.2130, decode.d6.loss_mask: 0.4642, decode.d6.loss_dice: 0.7188, decode.d7.loss_cls: 0.2069, decode.d7.loss_mask: 0.4633, decode.d7.loss_dice: 0.7210, decode.d8.loss_cls: 0.2039, decode.d8.loss_mask: 0.4629, decode.d8.loss_dice: 0.7196, loss: 16.1382 2022-04-27 07:46:20,043 - mmseg - INFO - Iter [103200/160000] lr: 5.097e-07, eta: 17:08:36, time: 1.043, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2216, decode.loss_mask: 0.4788, decode.loss_dice: 0.7385, decode.d0.loss_cls: 1.9129, decode.d0.loss_mask: 0.5199, decode.d0.loss_dice: 0.8548, decode.d1.loss_cls: 0.3043, decode.d1.loss_mask: 0.4968, decode.d1.loss_dice: 0.7894, decode.d2.loss_cls: 0.2570, decode.d2.loss_mask: 0.4858, decode.d2.loss_dice: 0.7660, decode.d3.loss_cls: 0.2448, decode.d3.loss_mask: 0.4818, decode.d3.loss_dice: 0.7494, decode.d4.loss_cls: 0.2319, decode.d4.loss_mask: 0.4837, decode.d4.loss_dice: 0.7484, decode.d5.loss_cls: 0.2229, decode.d5.loss_mask: 0.4824, decode.d5.loss_dice: 0.7470, decode.d6.loss_cls: 0.2255, decode.d6.loss_mask: 0.4791, decode.d6.loss_dice: 0.7422, decode.d7.loss_cls: 0.2253, decode.d7.loss_mask: 0.4799, decode.d7.loss_dice: 0.7401, decode.d8.loss_cls: 0.2225, decode.d8.loss_mask: 0.4786, decode.d8.loss_dice: 0.7421, loss: 16.5532 2022-04-27 07:47:12,519 - mmseg - INFO - Iter [103250/160000] lr: 5.093e-07, eta: 17:07:40, time: 1.050, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2547, decode.loss_mask: 0.4752, decode.loss_dice: 0.7580, decode.d0.loss_cls: 1.9391, decode.d0.loss_mask: 0.5150, decode.d0.loss_dice: 0.8765, decode.d1.loss_cls: 0.3374, decode.d1.loss_mask: 0.4921, decode.d1.loss_dice: 0.8061, decode.d2.loss_cls: 0.2954, decode.d2.loss_mask: 0.4844, decode.d2.loss_dice: 0.7798, decode.d3.loss_cls: 0.2710, decode.d3.loss_mask: 0.4782, decode.d3.loss_dice: 0.7657, decode.d4.loss_cls: 0.2641, decode.d4.loss_mask: 0.4788, decode.d4.loss_dice: 0.7631, decode.d5.loss_cls: 0.2579, decode.d5.loss_mask: 0.4761, decode.d5.loss_dice: 0.7599, decode.d6.loss_cls: 0.2540, decode.d6.loss_mask: 0.4755, decode.d6.loss_dice: 0.7594, decode.d7.loss_cls: 0.2543, decode.d7.loss_mask: 0.4761, decode.d7.loss_dice: 0.7599, decode.d8.loss_cls: 0.2524, decode.d8.loss_mask: 0.4748, decode.d8.loss_dice: 0.7608, loss: 16.9958 2022-04-27 07:48:05,139 - mmseg - INFO - Iter [103300/160000] lr: 5.088e-07, eta: 17:06:45, time: 1.052, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2294, decode.loss_mask: 0.4605, decode.loss_dice: 0.7092, decode.d0.loss_cls: 1.8978, decode.d0.loss_mask: 0.5031, decode.d0.loss_dice: 0.8230, decode.d1.loss_cls: 0.3092, decode.d1.loss_mask: 0.4764, decode.d1.loss_dice: 0.7590, decode.d2.loss_cls: 0.2650, decode.d2.loss_mask: 0.4700, decode.d2.loss_dice: 0.7337, decode.d3.loss_cls: 0.2526, decode.d3.loss_mask: 0.4652, decode.d3.loss_dice: 0.7209, decode.d4.loss_cls: 0.2442, decode.d4.loss_mask: 0.4621, decode.d4.loss_dice: 0.7165, decode.d5.loss_cls: 0.2350, decode.d5.loss_mask: 0.4612, decode.d5.loss_dice: 0.7171, decode.d6.loss_cls: 0.2323, decode.d6.loss_mask: 0.4604, decode.d6.loss_dice: 0.7090, decode.d7.loss_cls: 0.2246, decode.d7.loss_mask: 0.4618, decode.d7.loss_dice: 0.7082, decode.d8.loss_cls: 0.2298, decode.d8.loss_mask: 0.4609, decode.d8.loss_dice: 0.7149, loss: 16.1130 2022-04-27 07:48:57,250 - mmseg - INFO - Iter [103350/160000] lr: 5.084e-07, eta: 17:05:50, time: 1.042, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2211, decode.loss_mask: 0.4594, decode.loss_dice: 0.7182, decode.d0.loss_cls: 1.9503, decode.d0.loss_mask: 0.5070, decode.d0.loss_dice: 0.8346, decode.d1.loss_cls: 0.3185, decode.d1.loss_mask: 0.4738, decode.d1.loss_dice: 0.7626, decode.d2.loss_cls: 0.2738, decode.d2.loss_mask: 0.4650, decode.d2.loss_dice: 0.7416, decode.d3.loss_cls: 0.2430, decode.d3.loss_mask: 0.4620, decode.d3.loss_dice: 0.7258, decode.d4.loss_cls: 0.2364, decode.d4.loss_mask: 0.4619, decode.d4.loss_dice: 0.7268, decode.d5.loss_cls: 0.2225, decode.d5.loss_mask: 0.4613, decode.d5.loss_dice: 0.7206, decode.d6.loss_cls: 0.2242, decode.d6.loss_mask: 0.4606, decode.d6.loss_dice: 0.7203, decode.d7.loss_cls: 0.2218, decode.d7.loss_mask: 0.4593, decode.d7.loss_dice: 0.7192, decode.d8.loss_cls: 0.2185, decode.d8.loss_mask: 0.4580, decode.d8.loss_dice: 0.7158, loss: 16.1839 2022-04-27 07:49:49,187 - mmseg - INFO - Iter [103400/160000] lr: 5.079e-07, eta: 17:04:54, time: 1.039, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2350, decode.loss_mask: 0.4487, decode.loss_dice: 0.7255, decode.d0.loss_cls: 1.9703, decode.d0.loss_mask: 0.4948, decode.d0.loss_dice: 0.8349, decode.d1.loss_cls: 0.3282, decode.d1.loss_mask: 0.4649, decode.d1.loss_dice: 0.7674, decode.d2.loss_cls: 0.2778, decode.d2.loss_mask: 0.4540, decode.d2.loss_dice: 0.7413, decode.d3.loss_cls: 0.2601, decode.d3.loss_mask: 0.4530, decode.d3.loss_dice: 0.7328, decode.d4.loss_cls: 0.2405, decode.d4.loss_mask: 0.4533, decode.d4.loss_dice: 0.7309, decode.d5.loss_cls: 0.2389, decode.d5.loss_mask: 0.4518, decode.d5.loss_dice: 0.7338, decode.d6.loss_cls: 0.2430, decode.d6.loss_mask: 0.4511, decode.d6.loss_dice: 0.7234, decode.d7.loss_cls: 0.2387, decode.d7.loss_mask: 0.4517, decode.d7.loss_dice: 0.7252, decode.d8.loss_cls: 0.2399, decode.d8.loss_mask: 0.4510, decode.d8.loss_dice: 0.7277, loss: 16.2896 2022-04-27 07:50:40,624 - mmseg - INFO - Iter [103450/160000] lr: 5.075e-07, eta: 17:03:58, time: 1.029, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2538, decode.loss_mask: 0.4727, decode.loss_dice: 0.7160, decode.d0.loss_cls: 1.9519, decode.d0.loss_mask: 0.5194, decode.d0.loss_dice: 0.8262, decode.d1.loss_cls: 0.3349, decode.d1.loss_mask: 0.4917, decode.d1.loss_dice: 0.7618, decode.d2.loss_cls: 0.2909, decode.d2.loss_mask: 0.4818, decode.d2.loss_dice: 0.7361, decode.d3.loss_cls: 0.2660, decode.d3.loss_mask: 0.4751, decode.d3.loss_dice: 0.7262, decode.d4.loss_cls: 0.2648, decode.d4.loss_mask: 0.4730, decode.d4.loss_dice: 0.7239, decode.d5.loss_cls: 0.2592, decode.d5.loss_mask: 0.4739, decode.d5.loss_dice: 0.7218, decode.d6.loss_cls: 0.2574, decode.d6.loss_mask: 0.4725, decode.d6.loss_dice: 0.7170, decode.d7.loss_cls: 0.2528, decode.d7.loss_mask: 0.4735, decode.d7.loss_dice: 0.7159, decode.d8.loss_cls: 0.2525, decode.d8.loss_mask: 0.4729, decode.d8.loss_dice: 0.7149, loss: 16.5505 2022-04-27 07:51:32,395 - mmseg - INFO - Iter [103500/160000] lr: 5.070e-07, eta: 17:03:02, time: 1.035, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2205, decode.loss_mask: 0.4612, decode.loss_dice: 0.7276, decode.d0.loss_cls: 1.9110, decode.d0.loss_mask: 0.5094, decode.d0.loss_dice: 0.8286, decode.d1.loss_cls: 0.3026, decode.d1.loss_mask: 0.4775, decode.d1.loss_dice: 0.7680, decode.d2.loss_cls: 0.2607, decode.d2.loss_mask: 0.4710, decode.d2.loss_dice: 0.7458, decode.d3.loss_cls: 0.2447, decode.d3.loss_mask: 0.4670, decode.d3.loss_dice: 0.7341, decode.d4.loss_cls: 0.2406, decode.d4.loss_mask: 0.4654, decode.d4.loss_dice: 0.7338, decode.d5.loss_cls: 0.2309, decode.d5.loss_mask: 0.4643, decode.d5.loss_dice: 0.7311, decode.d6.loss_cls: 0.2224, decode.d6.loss_mask: 0.4648, decode.d6.loss_dice: 0.7284, decode.d7.loss_cls: 0.2215, decode.d7.loss_mask: 0.4638, decode.d7.loss_dice: 0.7269, decode.d8.loss_cls: 0.2228, decode.d8.loss_mask: 0.4617, decode.d8.loss_dice: 0.7278, loss: 16.2361 2022-04-27 07:52:24,278 - mmseg - INFO - Iter [103550/160000] lr: 5.066e-07, eta: 17:02:07, time: 1.038, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2157, decode.loss_mask: 0.4678, decode.loss_dice: 0.7243, decode.d0.loss_cls: 1.8608, decode.d0.loss_mask: 0.5201, decode.d0.loss_dice: 0.8316, decode.d1.loss_cls: 0.2959, decode.d1.loss_mask: 0.4874, decode.d1.loss_dice: 0.7701, decode.d2.loss_cls: 0.2595, decode.d2.loss_mask: 0.4770, decode.d2.loss_dice: 0.7448, decode.d3.loss_cls: 0.2338, decode.d3.loss_mask: 0.4721, decode.d3.loss_dice: 0.7337, decode.d4.loss_cls: 0.2233, decode.d4.loss_mask: 0.4721, decode.d4.loss_dice: 0.7342, decode.d5.loss_cls: 0.2183, decode.d5.loss_mask: 0.4729, decode.d5.loss_dice: 0.7342, decode.d6.loss_cls: 0.2231, decode.d6.loss_mask: 0.4699, decode.d6.loss_dice: 0.7249, decode.d7.loss_cls: 0.2134, decode.d7.loss_mask: 0.4690, decode.d7.loss_dice: 0.7262, decode.d8.loss_cls: 0.2161, decode.d8.loss_mask: 0.4691, decode.d8.loss_dice: 0.7288, loss: 16.1900 2022-04-27 07:53:18,940 - mmseg - INFO - Iter [103600/160000] lr: 5.061e-07, eta: 17:01:13, time: 1.093, data_time: 0.064, memory: 64049, decode.loss_cls: 0.2319, decode.loss_mask: 0.4666, decode.loss_dice: 0.7262, decode.d0.loss_cls: 1.9711, decode.d0.loss_mask: 0.5128, decode.d0.loss_dice: 0.8389, decode.d1.loss_cls: 0.3290, decode.d1.loss_mask: 0.4844, decode.d1.loss_dice: 0.7717, decode.d2.loss_cls: 0.2805, decode.d2.loss_mask: 0.4740, decode.d2.loss_dice: 0.7466, decode.d3.loss_cls: 0.2551, decode.d3.loss_mask: 0.4682, decode.d3.loss_dice: 0.7363, decode.d4.loss_cls: 0.2507, decode.d4.loss_mask: 0.4669, decode.d4.loss_dice: 0.7322, decode.d5.loss_cls: 0.2504, decode.d5.loss_mask: 0.4670, decode.d5.loss_dice: 0.7315, decode.d6.loss_cls: 0.2401, decode.d6.loss_mask: 0.4687, decode.d6.loss_dice: 0.7311, decode.d7.loss_cls: 0.2417, decode.d7.loss_mask: 0.4679, decode.d7.loss_dice: 0.7295, decode.d8.loss_cls: 0.2376, decode.d8.loss_mask: 0.4669, decode.d8.loss_dice: 0.7288, loss: 16.5040 2022-04-27 07:54:10,679 - mmseg - INFO - Iter [103650/160000] lr: 5.057e-07, eta: 17:00:17, time: 1.035, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2008, decode.loss_mask: 0.4653, decode.loss_dice: 0.7179, decode.d0.loss_cls: 1.9269, decode.d0.loss_mask: 0.5084, decode.d0.loss_dice: 0.8151, decode.d1.loss_cls: 0.2991, decode.d1.loss_mask: 0.4833, decode.d1.loss_dice: 0.7612, decode.d2.loss_cls: 0.2424, decode.d2.loss_mask: 0.4746, decode.d2.loss_dice: 0.7322, decode.d3.loss_cls: 0.2171, decode.d3.loss_mask: 0.4669, decode.d3.loss_dice: 0.7205, decode.d4.loss_cls: 0.2115, decode.d4.loss_mask: 0.4664, decode.d4.loss_dice: 0.7203, decode.d5.loss_cls: 0.2040, decode.d5.loss_mask: 0.4681, decode.d5.loss_dice: 0.7194, decode.d6.loss_cls: 0.2051, decode.d6.loss_mask: 0.4657, decode.d6.loss_dice: 0.7180, decode.d7.loss_cls: 0.2001, decode.d7.loss_mask: 0.4656, decode.d7.loss_dice: 0.7151, decode.d8.loss_cls: 0.2028, decode.d8.loss_mask: 0.4669, decode.d8.loss_dice: 0.7139, loss: 15.9748 2022-04-27 07:55:02,207 - mmseg - INFO - Iter [103700/160000] lr: 5.052e-07, eta: 16:59:21, time: 1.030, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2276, decode.loss_mask: 0.4691, decode.loss_dice: 0.7213, decode.d0.loss_cls: 1.9472, decode.d0.loss_mask: 0.5140, decode.d0.loss_dice: 0.8293, decode.d1.loss_cls: 0.3186, decode.d1.loss_mask: 0.4870, decode.d1.loss_dice: 0.7606, decode.d2.loss_cls: 0.2690, decode.d2.loss_mask: 0.4786, decode.d2.loss_dice: 0.7394, decode.d3.loss_cls: 0.2491, decode.d3.loss_mask: 0.4738, decode.d3.loss_dice: 0.7329, decode.d4.loss_cls: 0.2450, decode.d4.loss_mask: 0.4712, decode.d4.loss_dice: 0.7315, decode.d5.loss_cls: 0.2352, decode.d5.loss_mask: 0.4708, decode.d5.loss_dice: 0.7285, decode.d6.loss_cls: 0.2294, decode.d6.loss_mask: 0.4711, decode.d6.loss_dice: 0.7229, decode.d7.loss_cls: 0.2251, decode.d7.loss_mask: 0.4704, decode.d7.loss_dice: 0.7227, decode.d8.loss_cls: 0.2291, decode.d8.loss_mask: 0.4699, decode.d8.loss_dice: 0.7213, loss: 16.3616 2022-04-27 07:55:54,651 - mmseg - INFO - Iter [103750/160000] lr: 5.048e-07, eta: 16:58:26, time: 1.049, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2362, decode.loss_mask: 0.4672, decode.loss_dice: 0.7599, decode.d0.loss_cls: 1.9759, decode.d0.loss_mask: 0.5172, decode.d0.loss_dice: 0.8762, decode.d1.loss_cls: 0.3286, decode.d1.loss_mask: 0.4890, decode.d1.loss_dice: 0.8077, decode.d2.loss_cls: 0.2741, decode.d2.loss_mask: 0.4810, decode.d2.loss_dice: 0.7847, decode.d3.loss_cls: 0.2614, decode.d3.loss_mask: 0.4747, decode.d3.loss_dice: 0.7690, decode.d4.loss_cls: 0.2434, decode.d4.loss_mask: 0.4728, decode.d4.loss_dice: 0.7725, decode.d5.loss_cls: 0.2426, decode.d5.loss_mask: 0.4706, decode.d5.loss_dice: 0.7680, decode.d6.loss_cls: 0.2339, decode.d6.loss_mask: 0.4696, decode.d6.loss_dice: 0.7617, decode.d7.loss_cls: 0.2294, decode.d7.loss_mask: 0.4675, decode.d7.loss_dice: 0.7621, decode.d8.loss_cls: 0.2330, decode.d8.loss_mask: 0.4684, decode.d8.loss_dice: 0.7609, loss: 16.8592 2022-04-27 07:56:46,559 - mmseg - INFO - Iter [103800/160000] lr: 5.043e-07, eta: 16:57:30, time: 1.038, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2045, decode.loss_mask: 0.4607, decode.loss_dice: 0.7154, decode.d0.loss_cls: 1.8734, decode.d0.loss_mask: 0.5068, decode.d0.loss_dice: 0.8250, decode.d1.loss_cls: 0.3033, decode.d1.loss_mask: 0.4764, decode.d1.loss_dice: 0.7535, decode.d2.loss_cls: 0.2581, decode.d2.loss_mask: 0.4710, decode.d2.loss_dice: 0.7356, decode.d3.loss_cls: 0.2320, decode.d3.loss_mask: 0.4680, decode.d3.loss_dice: 0.7215, decode.d4.loss_cls: 0.2246, decode.d4.loss_mask: 0.4641, decode.d4.loss_dice: 0.7254, decode.d5.loss_cls: 0.2170, decode.d5.loss_mask: 0.4606, decode.d5.loss_dice: 0.7210, decode.d6.loss_cls: 0.2108, decode.d6.loss_mask: 0.4615, decode.d6.loss_dice: 0.7142, decode.d7.loss_cls: 0.2126, decode.d7.loss_mask: 0.4625, decode.d7.loss_dice: 0.7165, decode.d8.loss_cls: 0.2078, decode.d8.loss_mask: 0.4620, decode.d8.loss_dice: 0.7174, loss: 15.9833 2022-04-27 07:57:38,388 - mmseg - INFO - Iter [103850/160000] lr: 5.039e-07, eta: 16:56:34, time: 1.037, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2454, decode.loss_mask: 0.4466, decode.loss_dice: 0.7077, decode.d0.loss_cls: 1.9639, decode.d0.loss_mask: 0.4896, decode.d0.loss_dice: 0.8321, decode.d1.loss_cls: 0.3174, decode.d1.loss_mask: 0.4608, decode.d1.loss_dice: 0.7587, decode.d2.loss_cls: 0.2804, decode.d2.loss_mask: 0.4535, decode.d2.loss_dice: 0.7390, decode.d3.loss_cls: 0.2583, decode.d3.loss_mask: 0.4504, decode.d3.loss_dice: 0.7215, decode.d4.loss_cls: 0.2480, decode.d4.loss_mask: 0.4470, decode.d4.loss_dice: 0.7206, decode.d5.loss_cls: 0.2386, decode.d5.loss_mask: 0.4490, decode.d5.loss_dice: 0.7192, decode.d6.loss_cls: 0.2445, decode.d6.loss_mask: 0.4466, decode.d6.loss_dice: 0.7114, decode.d7.loss_cls: 0.2383, decode.d7.loss_mask: 0.4474, decode.d7.loss_dice: 0.7161, decode.d8.loss_cls: 0.2446, decode.d8.loss_mask: 0.4463, decode.d8.loss_dice: 0.7129, loss: 16.1558 2022-04-27 07:58:30,954 - mmseg - INFO - Iter [103900/160000] lr: 5.034e-07, eta: 16:55:39, time: 1.051, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2052, decode.loss_mask: 0.4744, decode.loss_dice: 0.7495, decode.d0.loss_cls: 1.9016, decode.d0.loss_mask: 0.5178, decode.d0.loss_dice: 0.8520, decode.d1.loss_cls: 0.3002, decode.d1.loss_mask: 0.4871, decode.d1.loss_dice: 0.7932, decode.d2.loss_cls: 0.2495, decode.d2.loss_mask: 0.4809, decode.d2.loss_dice: 0.7713, decode.d3.loss_cls: 0.2247, decode.d3.loss_mask: 0.4793, decode.d3.loss_dice: 0.7612, decode.d4.loss_cls: 0.2192, decode.d4.loss_mask: 0.4764, decode.d4.loss_dice: 0.7589, decode.d5.loss_cls: 0.2224, decode.d5.loss_mask: 0.4748, decode.d5.loss_dice: 0.7567, decode.d6.loss_cls: 0.2110, decode.d6.loss_mask: 0.4757, decode.d6.loss_dice: 0.7521, decode.d7.loss_cls: 0.2116, decode.d7.loss_mask: 0.4738, decode.d7.loss_dice: 0.7507, decode.d8.loss_cls: 0.2072, decode.d8.loss_mask: 0.4740, decode.d8.loss_dice: 0.7507, loss: 16.4628 2022-04-27 07:59:22,709 - mmseg - INFO - Iter [103950/160000] lr: 5.030e-07, eta: 16:54:43, time: 1.035, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2022, decode.loss_mask: 0.4386, decode.loss_dice: 0.6929, decode.d0.loss_cls: 1.9011, decode.d0.loss_mask: 0.4810, decode.d0.loss_dice: 0.7959, decode.d1.loss_cls: 0.3014, decode.d1.loss_mask: 0.4539, decode.d1.loss_dice: 0.7310, decode.d2.loss_cls: 0.2567, decode.d2.loss_mask: 0.4469, decode.d2.loss_dice: 0.7127, decode.d3.loss_cls: 0.2333, decode.d3.loss_mask: 0.4416, decode.d3.loss_dice: 0.6996, decode.d4.loss_cls: 0.2223, decode.d4.loss_mask: 0.4409, decode.d4.loss_dice: 0.6999, decode.d5.loss_cls: 0.2179, decode.d5.loss_mask: 0.4401, decode.d5.loss_dice: 0.6965, decode.d6.loss_cls: 0.2122, decode.d6.loss_mask: 0.4393, decode.d6.loss_dice: 0.6924, decode.d7.loss_cls: 0.2161, decode.d7.loss_mask: 0.4392, decode.d7.loss_dice: 0.6922, decode.d8.loss_cls: 0.2087, decode.d8.loss_mask: 0.4379, decode.d8.loss_dice: 0.6921, loss: 15.5367 2022-04-27 08:00:14,623 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 08:00:14,626 - mmseg - INFO - Iter [104000/160000] lr: 5.025e-07, eta: 16:53:48, time: 1.038, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2131, decode.loss_mask: 0.4623, decode.loss_dice: 0.7196, decode.d0.loss_cls: 1.9156, decode.d0.loss_mask: 0.5064, decode.d0.loss_dice: 0.8374, decode.d1.loss_cls: 0.3071, decode.d1.loss_mask: 0.4817, decode.d1.loss_dice: 0.7618, decode.d2.loss_cls: 0.2524, decode.d2.loss_mask: 0.4725, decode.d2.loss_dice: 0.7444, decode.d3.loss_cls: 0.2422, decode.d3.loss_mask: 0.4680, decode.d3.loss_dice: 0.7290, decode.d4.loss_cls: 0.2309, decode.d4.loss_mask: 0.4678, decode.d4.loss_dice: 0.7276, decode.d5.loss_cls: 0.2225, decode.d5.loss_mask: 0.4658, decode.d5.loss_dice: 0.7260, decode.d6.loss_cls: 0.2148, decode.d6.loss_mask: 0.4650, decode.d6.loss_dice: 0.7230, decode.d7.loss_cls: 0.2124, decode.d7.loss_mask: 0.4654, decode.d7.loss_dice: 0.7239, decode.d8.loss_cls: 0.2165, decode.d8.loss_mask: 0.4639, decode.d8.loss_dice: 0.7177, loss: 16.1567 2022-04-27 08:01:06,824 - mmseg - INFO - Iter [104050/160000] lr: 5.021e-07, eta: 16:52:52, time: 1.044, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2090, decode.loss_mask: 0.4579, decode.loss_dice: 0.7213, decode.d0.loss_cls: 1.9154, decode.d0.loss_mask: 0.4962, decode.d0.loss_dice: 0.8267, decode.d1.loss_cls: 0.2985, decode.d1.loss_mask: 0.4729, decode.d1.loss_dice: 0.7638, decode.d2.loss_cls: 0.2584, decode.d2.loss_mask: 0.4625, decode.d2.loss_dice: 0.7411, decode.d3.loss_cls: 0.2299, decode.d3.loss_mask: 0.4599, decode.d3.loss_dice: 0.7314, decode.d4.loss_cls: 0.2259, decode.d4.loss_mask: 0.4587, decode.d4.loss_dice: 0.7273, decode.d5.loss_cls: 0.2130, decode.d5.loss_mask: 0.4601, decode.d5.loss_dice: 0.7293, decode.d6.loss_cls: 0.2174, decode.d6.loss_mask: 0.4582, decode.d6.loss_dice: 0.7220, decode.d7.loss_cls: 0.2090, decode.d7.loss_mask: 0.4585, decode.d7.loss_dice: 0.7245, decode.d8.loss_cls: 0.2099, decode.d8.loss_mask: 0.4585, decode.d8.loss_dice: 0.7237, loss: 16.0408 2022-04-27 08:01:59,061 - mmseg - INFO - Iter [104100/160000] lr: 5.016e-07, eta: 16:51:57, time: 1.045, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2243, decode.loss_mask: 0.4636, decode.loss_dice: 0.7075, decode.d0.loss_cls: 1.9391, decode.d0.loss_mask: 0.5091, decode.d0.loss_dice: 0.8130, decode.d1.loss_cls: 0.3126, decode.d1.loss_mask: 0.4817, decode.d1.loss_dice: 0.7477, decode.d2.loss_cls: 0.2633, decode.d2.loss_mask: 0.4729, decode.d2.loss_dice: 0.7250, decode.d3.loss_cls: 0.2467, decode.d3.loss_mask: 0.4674, decode.d3.loss_dice: 0.7133, decode.d4.loss_cls: 0.2400, decode.d4.loss_mask: 0.4668, decode.d4.loss_dice: 0.7152, decode.d5.loss_cls: 0.2328, decode.d5.loss_mask: 0.4653, decode.d5.loss_dice: 0.7114, decode.d6.loss_cls: 0.2294, decode.d6.loss_mask: 0.4640, decode.d6.loss_dice: 0.7092, decode.d7.loss_cls: 0.2236, decode.d7.loss_mask: 0.4633, decode.d7.loss_dice: 0.7083, decode.d8.loss_cls: 0.2218, decode.d8.loss_mask: 0.4633, decode.d8.loss_dice: 0.7076, loss: 16.1092 2022-04-27 08:02:50,810 - mmseg - INFO - Iter [104150/160000] lr: 5.012e-07, eta: 16:51:01, time: 1.035, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2285, decode.loss_mask: 0.4890, decode.loss_dice: 0.7454, decode.d0.loss_cls: 1.9337, decode.d0.loss_mask: 0.5360, decode.d0.loss_dice: 0.8668, decode.d1.loss_cls: 0.3190, decode.d1.loss_mask: 0.5084, decode.d1.loss_dice: 0.7932, decode.d2.loss_cls: 0.2692, decode.d2.loss_mask: 0.4966, decode.d2.loss_dice: 0.7700, decode.d3.loss_cls: 0.2467, decode.d3.loss_mask: 0.4934, decode.d3.loss_dice: 0.7532, decode.d4.loss_cls: 0.2363, decode.d4.loss_mask: 0.4924, decode.d4.loss_dice: 0.7558, decode.d5.loss_cls: 0.2298, decode.d5.loss_mask: 0.4909, decode.d5.loss_dice: 0.7531, decode.d6.loss_cls: 0.2249, decode.d6.loss_mask: 0.4916, decode.d6.loss_dice: 0.7486, decode.d7.loss_cls: 0.2214, decode.d7.loss_mask: 0.4900, decode.d7.loss_dice: 0.7466, decode.d8.loss_cls: 0.2276, decode.d8.loss_mask: 0.4890, decode.d8.loss_dice: 0.7481, loss: 16.7954 2022-04-27 08:03:42,435 - mmseg - INFO - Iter [104200/160000] lr: 5.007e-07, eta: 16:50:06, time: 1.032, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2042, decode.loss_mask: 0.4720, decode.loss_dice: 0.7159, decode.d0.loss_cls: 1.8486, decode.d0.loss_mask: 0.5179, decode.d0.loss_dice: 0.8266, decode.d1.loss_cls: 0.2825, decode.d1.loss_mask: 0.4870, decode.d1.loss_dice: 0.7621, decode.d2.loss_cls: 0.2386, decode.d2.loss_mask: 0.4782, decode.d2.loss_dice: 0.7424, decode.d3.loss_cls: 0.2158, decode.d3.loss_mask: 0.4739, decode.d3.loss_dice: 0.7241, decode.d4.loss_cls: 0.2145, decode.d4.loss_mask: 0.4733, decode.d4.loss_dice: 0.7253, decode.d5.loss_cls: 0.2151, decode.d5.loss_mask: 0.4728, decode.d5.loss_dice: 0.7192, decode.d6.loss_cls: 0.2106, decode.d6.loss_mask: 0.4711, decode.d6.loss_dice: 0.7178, decode.d7.loss_cls: 0.2111, decode.d7.loss_mask: 0.4715, decode.d7.loss_dice: 0.7177, decode.d8.loss_cls: 0.2135, decode.d8.loss_mask: 0.4711, decode.d8.loss_dice: 0.7167, loss: 16.0109 2022-04-27 08:04:34,496 - mmseg - INFO - Iter [104250/160000] lr: 5.003e-07, eta: 16:49:10, time: 1.041, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2311, decode.loss_mask: 0.4580, decode.loss_dice: 0.7283, decode.d0.loss_cls: 1.8978, decode.d0.loss_mask: 0.5027, decode.d0.loss_dice: 0.8437, decode.d1.loss_cls: 0.3125, decode.d1.loss_mask: 0.4778, decode.d1.loss_dice: 0.7786, decode.d2.loss_cls: 0.2692, decode.d2.loss_mask: 0.4680, decode.d2.loss_dice: 0.7584, decode.d3.loss_cls: 0.2586, decode.d3.loss_mask: 0.4631, decode.d3.loss_dice: 0.7397, decode.d4.loss_cls: 0.2438, decode.d4.loss_mask: 0.4617, decode.d4.loss_dice: 0.7427, decode.d5.loss_cls: 0.2357, decode.d5.loss_mask: 0.4600, decode.d5.loss_dice: 0.7409, decode.d6.loss_cls: 0.2417, decode.d6.loss_mask: 0.4572, decode.d6.loss_dice: 0.7320, decode.d7.loss_cls: 0.2331, decode.d7.loss_mask: 0.4573, decode.d7.loss_dice: 0.7340, decode.d8.loss_cls: 0.2344, decode.d8.loss_mask: 0.4596, decode.d8.loss_dice: 0.7323, loss: 16.3539 2022-04-27 08:05:26,692 - mmseg - INFO - Iter [104300/160000] lr: 4.998e-07, eta: 16:48:15, time: 1.044, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2430, decode.loss_mask: 0.4558, decode.loss_dice: 0.7231, decode.d0.loss_cls: 1.9350, decode.d0.loss_mask: 0.5017, decode.d0.loss_dice: 0.8423, decode.d1.loss_cls: 0.3370, decode.d1.loss_mask: 0.4724, decode.d1.loss_dice: 0.7738, decode.d2.loss_cls: 0.2867, decode.d2.loss_mask: 0.4624, decode.d2.loss_dice: 0.7483, decode.d3.loss_cls: 0.2604, decode.d3.loss_mask: 0.4617, decode.d3.loss_dice: 0.7348, decode.d4.loss_cls: 0.2558, decode.d4.loss_mask: 0.4565, decode.d4.loss_dice: 0.7322, decode.d5.loss_cls: 0.2469, decode.d5.loss_mask: 0.4580, decode.d5.loss_dice: 0.7318, decode.d6.loss_cls: 0.2472, decode.d6.loss_mask: 0.4572, decode.d6.loss_dice: 0.7267, decode.d7.loss_cls: 0.2433, decode.d7.loss_mask: 0.4555, decode.d7.loss_dice: 0.7250, decode.d8.loss_cls: 0.2355, decode.d8.loss_mask: 0.4562, decode.d8.loss_dice: 0.7278, loss: 16.3939 2022-04-27 08:06:18,684 - mmseg - INFO - Iter [104350/160000] lr: 4.994e-07, eta: 16:47:19, time: 1.040, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2454, decode.loss_mask: 0.4754, decode.loss_dice: 0.7152, decode.d0.loss_cls: 1.8942, decode.d0.loss_mask: 0.5196, decode.d0.loss_dice: 0.8258, decode.d1.loss_cls: 0.3239, decode.d1.loss_mask: 0.4909, decode.d1.loss_dice: 0.7600, decode.d2.loss_cls: 0.2870, decode.d2.loss_mask: 0.4822, decode.d2.loss_dice: 0.7398, decode.d3.loss_cls: 0.2573, decode.d3.loss_mask: 0.4812, decode.d3.loss_dice: 0.7293, decode.d4.loss_cls: 0.2558, decode.d4.loss_mask: 0.4803, decode.d4.loss_dice: 0.7248, decode.d5.loss_cls: 0.2466, decode.d5.loss_mask: 0.4774, decode.d5.loss_dice: 0.7217, decode.d6.loss_cls: 0.2477, decode.d6.loss_mask: 0.4767, decode.d6.loss_dice: 0.7196, decode.d7.loss_cls: 0.2450, decode.d7.loss_mask: 0.4768, decode.d7.loss_dice: 0.7201, decode.d8.loss_cls: 0.2417, decode.d8.loss_mask: 0.4747, decode.d8.loss_dice: 0.7154, loss: 16.4516 2022-04-27 08:07:11,250 - mmseg - INFO - Iter [104400/160000] lr: 4.989e-07, eta: 16:46:24, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2208, decode.loss_mask: 0.4518, decode.loss_dice: 0.7116, decode.d0.loss_cls: 1.9286, decode.d0.loss_mask: 0.4934, decode.d0.loss_dice: 0.8257, decode.d1.loss_cls: 0.3041, decode.d1.loss_mask: 0.4690, decode.d1.loss_dice: 0.7611, decode.d2.loss_cls: 0.2541, decode.d2.loss_mask: 0.4600, decode.d2.loss_dice: 0.7437, decode.d3.loss_cls: 0.2400, decode.d3.loss_mask: 0.4548, decode.d3.loss_dice: 0.7228, decode.d4.loss_cls: 0.2316, decode.d4.loss_mask: 0.4540, decode.d4.loss_dice: 0.7224, decode.d5.loss_cls: 0.2231, decode.d5.loss_mask: 0.4526, decode.d5.loss_dice: 0.7238, decode.d6.loss_cls: 0.2263, decode.d6.loss_mask: 0.4529, decode.d6.loss_dice: 0.7192, decode.d7.loss_cls: 0.2283, decode.d7.loss_mask: 0.4529, decode.d7.loss_dice: 0.7159, decode.d8.loss_cls: 0.2226, decode.d8.loss_mask: 0.4537, decode.d8.loss_dice: 0.7151, loss: 16.0361 2022-04-27 08:08:02,423 - mmseg - INFO - Iter [104450/160000] lr: 4.985e-07, eta: 16:45:28, time: 1.023, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2300, decode.loss_mask: 0.4728, decode.loss_dice: 0.7207, decode.d0.loss_cls: 1.9092, decode.d0.loss_mask: 0.5183, decode.d0.loss_dice: 0.8366, decode.d1.loss_cls: 0.3218, decode.d1.loss_mask: 0.4924, decode.d1.loss_dice: 0.7714, decode.d2.loss_cls: 0.2763, decode.d2.loss_mask: 0.4841, decode.d2.loss_dice: 0.7442, decode.d3.loss_cls: 0.2599, decode.d3.loss_mask: 0.4774, decode.d3.loss_dice: 0.7283, decode.d4.loss_cls: 0.2474, decode.d4.loss_mask: 0.4740, decode.d4.loss_dice: 0.7302, decode.d5.loss_cls: 0.2402, decode.d5.loss_mask: 0.4749, decode.d5.loss_dice: 0.7279, decode.d6.loss_cls: 0.2353, decode.d6.loss_mask: 0.4742, decode.d6.loss_dice: 0.7247, decode.d7.loss_cls: 0.2346, decode.d7.loss_mask: 0.4719, decode.d7.loss_dice: 0.7203, decode.d8.loss_cls: 0.2297, decode.d8.loss_mask: 0.4720, decode.d8.loss_dice: 0.7209, loss: 16.4215 2022-04-27 08:08:54,540 - mmseg - INFO - Iter [104500/160000] lr: 4.981e-07, eta: 16:44:32, time: 1.042, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2297, decode.loss_mask: 0.4664, decode.loss_dice: 0.7286, decode.d0.loss_cls: 1.8814, decode.d0.loss_mask: 0.5126, decode.d0.loss_dice: 0.8550, decode.d1.loss_cls: 0.3256, decode.d1.loss_mask: 0.4870, decode.d1.loss_dice: 0.7697, decode.d2.loss_cls: 0.2811, decode.d2.loss_mask: 0.4731, decode.d2.loss_dice: 0.7481, decode.d3.loss_cls: 0.2660, decode.d3.loss_mask: 0.4699, decode.d3.loss_dice: 0.7325, decode.d4.loss_cls: 0.2506, decode.d4.loss_mask: 0.4701, decode.d4.loss_dice: 0.7362, decode.d5.loss_cls: 0.2411, decode.d5.loss_mask: 0.4680, decode.d5.loss_dice: 0.7379, decode.d6.loss_cls: 0.2383, decode.d6.loss_mask: 0.4684, decode.d6.loss_dice: 0.7289, decode.d7.loss_cls: 0.2345, decode.d7.loss_mask: 0.4698, decode.d7.loss_dice: 0.7280, decode.d8.loss_cls: 0.2313, decode.d8.loss_mask: 0.4695, decode.d8.loss_dice: 0.7268, loss: 16.4263 2022-04-27 08:09:46,424 - mmseg - INFO - Iter [104550/160000] lr: 4.976e-07, eta: 16:43:37, time: 1.038, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2316, decode.loss_mask: 0.4364, decode.loss_dice: 0.6972, decode.d0.loss_cls: 1.9540, decode.d0.loss_mask: 0.4769, decode.d0.loss_dice: 0.8105, decode.d1.loss_cls: 0.3248, decode.d1.loss_mask: 0.4545, decode.d1.loss_dice: 0.7437, decode.d2.loss_cls: 0.2726, decode.d2.loss_mask: 0.4426, decode.d2.loss_dice: 0.7203, decode.d3.loss_cls: 0.2527, decode.d3.loss_mask: 0.4386, decode.d3.loss_dice: 0.7090, decode.d4.loss_cls: 0.2448, decode.d4.loss_mask: 0.4358, decode.d4.loss_dice: 0.7033, decode.d5.loss_cls: 0.2311, decode.d5.loss_mask: 0.4373, decode.d5.loss_dice: 0.7069, decode.d6.loss_cls: 0.2344, decode.d6.loss_mask: 0.4358, decode.d6.loss_dice: 0.6993, decode.d7.loss_cls: 0.2302, decode.d7.loss_mask: 0.4359, decode.d7.loss_dice: 0.6991, decode.d8.loss_cls: 0.2277, decode.d8.loss_mask: 0.4370, decode.d8.loss_dice: 0.7000, loss: 15.8239 2022-04-27 08:10:38,064 - mmseg - INFO - Iter [104600/160000] lr: 4.972e-07, eta: 16:42:41, time: 1.033, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2360, decode.loss_mask: 0.4647, decode.loss_dice: 0.7388, decode.d0.loss_cls: 1.9242, decode.d0.loss_mask: 0.5026, decode.d0.loss_dice: 0.8501, decode.d1.loss_cls: 0.3378, decode.d1.loss_mask: 0.4784, decode.d1.loss_dice: 0.7759, decode.d2.loss_cls: 0.2774, decode.d2.loss_mask: 0.4705, decode.d2.loss_dice: 0.7635, decode.d3.loss_cls: 0.2556, decode.d3.loss_mask: 0.4666, decode.d3.loss_dice: 0.7459, decode.d4.loss_cls: 0.2449, decode.d4.loss_mask: 0.4656, decode.d4.loss_dice: 0.7462, decode.d5.loss_cls: 0.2423, decode.d5.loss_mask: 0.4643, decode.d5.loss_dice: 0.7457, decode.d6.loss_cls: 0.2393, decode.d6.loss_mask: 0.4634, decode.d6.loss_dice: 0.7372, decode.d7.loss_cls: 0.2403, decode.d7.loss_mask: 0.4625, decode.d7.loss_dice: 0.7389, decode.d8.loss_cls: 0.2363, decode.d8.loss_mask: 0.4641, decode.d8.loss_dice: 0.7431, loss: 16.5221 2022-04-27 08:11:29,866 - mmseg - INFO - Iter [104650/160000] lr: 4.967e-07, eta: 16:41:46, time: 1.036, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2437, decode.loss_mask: 0.4623, decode.loss_dice: 0.7425, decode.d0.loss_cls: 1.9299, decode.d0.loss_mask: 0.5042, decode.d0.loss_dice: 0.8579, decode.d1.loss_cls: 0.3230, decode.d1.loss_mask: 0.4821, decode.d1.loss_dice: 0.7878, decode.d2.loss_cls: 0.2753, decode.d2.loss_mask: 0.4733, decode.d2.loss_dice: 0.7675, decode.d3.loss_cls: 0.2528, decode.d3.loss_mask: 0.4659, decode.d3.loss_dice: 0.7506, decode.d4.loss_cls: 0.2506, decode.d4.loss_mask: 0.4658, decode.d4.loss_dice: 0.7493, decode.d5.loss_cls: 0.2426, decode.d5.loss_mask: 0.4654, decode.d5.loss_dice: 0.7525, decode.d6.loss_cls: 0.2374, decode.d6.loss_mask: 0.4635, decode.d6.loss_dice: 0.7414, decode.d7.loss_cls: 0.2424, decode.d7.loss_mask: 0.4633, decode.d7.loss_dice: 0.7458, decode.d8.loss_cls: 0.2382, decode.d8.loss_mask: 0.4626, decode.d8.loss_dice: 0.7486, loss: 16.5881 2022-04-27 08:12:22,660 - mmseg - INFO - Iter [104700/160000] lr: 4.963e-07, eta: 16:40:50, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2461, decode.loss_mask: 0.4702, decode.loss_dice: 0.7380, decode.d0.loss_cls: 1.9546, decode.d0.loss_mask: 0.5174, decode.d0.loss_dice: 0.8640, decode.d1.loss_cls: 0.3234, decode.d1.loss_mask: 0.4877, decode.d1.loss_dice: 0.7843, decode.d2.loss_cls: 0.2900, decode.d2.loss_mask: 0.4738, decode.d2.loss_dice: 0.7583, decode.d3.loss_cls: 0.2669, decode.d3.loss_mask: 0.4725, decode.d3.loss_dice: 0.7439, decode.d4.loss_cls: 0.2542, decode.d4.loss_mask: 0.4738, decode.d4.loss_dice: 0.7445, decode.d5.loss_cls: 0.2521, decode.d5.loss_mask: 0.4751, decode.d5.loss_dice: 0.7435, decode.d6.loss_cls: 0.2491, decode.d6.loss_mask: 0.4729, decode.d6.loss_dice: 0.7358, decode.d7.loss_cls: 0.2438, decode.d7.loss_mask: 0.4705, decode.d7.loss_dice: 0.7383, decode.d8.loss_cls: 0.2434, decode.d8.loss_mask: 0.4695, decode.d8.loss_dice: 0.7389, loss: 16.6967 2022-04-27 08:13:15,384 - mmseg - INFO - Iter [104750/160000] lr: 4.958e-07, eta: 16:39:55, time: 1.055, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2332, decode.loss_mask: 0.4778, decode.loss_dice: 0.7355, decode.d0.loss_cls: 1.8921, decode.d0.loss_mask: 0.5228, decode.d0.loss_dice: 0.8505, decode.d1.loss_cls: 0.3309, decode.d1.loss_mask: 0.4951, decode.d1.loss_dice: 0.7762, decode.d2.loss_cls: 0.2735, decode.d2.loss_mask: 0.4889, decode.d2.loss_dice: 0.7546, decode.d3.loss_cls: 0.2488, decode.d3.loss_mask: 0.4835, decode.d3.loss_dice: 0.7449, decode.d4.loss_cls: 0.2524, decode.d4.loss_mask: 0.4814, decode.d4.loss_dice: 0.7410, decode.d5.loss_cls: 0.2405, decode.d5.loss_mask: 0.4794, decode.d5.loss_dice: 0.7379, decode.d6.loss_cls: 0.2351, decode.d6.loss_mask: 0.4789, decode.d6.loss_dice: 0.7333, decode.d7.loss_cls: 0.2297, decode.d7.loss_mask: 0.4779, decode.d7.loss_dice: 0.7333, decode.d8.loss_cls: 0.2308, decode.d8.loss_mask: 0.4769, decode.d8.loss_dice: 0.7339, loss: 16.5707 2022-04-27 08:14:07,584 - mmseg - INFO - Iter [104800/160000] lr: 4.954e-07, eta: 16:39:00, time: 1.044, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2173, decode.loss_mask: 0.4692, decode.loss_dice: 0.7235, decode.d0.loss_cls: 1.9602, decode.d0.loss_mask: 0.5168, decode.d0.loss_dice: 0.8407, decode.d1.loss_cls: 0.3039, decode.d1.loss_mask: 0.4859, decode.d1.loss_dice: 0.7668, decode.d2.loss_cls: 0.2513, decode.d2.loss_mask: 0.4775, decode.d2.loss_dice: 0.7453, decode.d3.loss_cls: 0.2302, decode.d3.loss_mask: 0.4724, decode.d3.loss_dice: 0.7282, decode.d4.loss_cls: 0.2191, decode.d4.loss_mask: 0.4726, decode.d4.loss_dice: 0.7289, decode.d5.loss_cls: 0.2220, decode.d5.loss_mask: 0.4721, decode.d5.loss_dice: 0.7321, decode.d6.loss_cls: 0.2096, decode.d6.loss_mask: 0.4699, decode.d6.loss_dice: 0.7263, decode.d7.loss_cls: 0.2145, decode.d7.loss_mask: 0.4702, decode.d7.loss_dice: 0.7269, decode.d8.loss_cls: 0.2145, decode.d8.loss_mask: 0.4700, decode.d8.loss_dice: 0.7270, loss: 16.2647 2022-04-27 08:15:02,023 - mmseg - INFO - Iter [104850/160000] lr: 4.949e-07, eta: 16:38:06, time: 1.089, data_time: 0.063, memory: 64049, decode.loss_cls: 0.2283, decode.loss_mask: 0.4603, decode.loss_dice: 0.7157, decode.d0.loss_cls: 1.9070, decode.d0.loss_mask: 0.5031, decode.d0.loss_dice: 0.8237, decode.d1.loss_cls: 0.3091, decode.d1.loss_mask: 0.4764, decode.d1.loss_dice: 0.7597, decode.d2.loss_cls: 0.2684, decode.d2.loss_mask: 0.4658, decode.d2.loss_dice: 0.7413, decode.d3.loss_cls: 0.2421, decode.d3.loss_mask: 0.4636, decode.d3.loss_dice: 0.7265, decode.d4.loss_cls: 0.2353, decode.d4.loss_mask: 0.4629, decode.d4.loss_dice: 0.7255, decode.d5.loss_cls: 0.2372, decode.d5.loss_mask: 0.4609, decode.d5.loss_dice: 0.7233, decode.d6.loss_cls: 0.2289, decode.d6.loss_mask: 0.4600, decode.d6.loss_dice: 0.7197, decode.d7.loss_cls: 0.2275, decode.d7.loss_mask: 0.4598, decode.d7.loss_dice: 0.7205, decode.d8.loss_cls: 0.2235, decode.d8.loss_mask: 0.4593, decode.d8.loss_dice: 0.7191, loss: 16.1545 2022-04-27 08:15:54,560 - mmseg - INFO - Iter [104900/160000] lr: 4.945e-07, eta: 16:37:10, time: 1.051, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2102, decode.loss_mask: 0.4583, decode.loss_dice: 0.7095, decode.d0.loss_cls: 1.8794, decode.d0.loss_mask: 0.5011, decode.d0.loss_dice: 0.8168, decode.d1.loss_cls: 0.3004, decode.d1.loss_mask: 0.4765, decode.d1.loss_dice: 0.7545, decode.d2.loss_cls: 0.2468, decode.d2.loss_mask: 0.4692, decode.d2.loss_dice: 0.7325, decode.d3.loss_cls: 0.2323, decode.d3.loss_mask: 0.4661, decode.d3.loss_dice: 0.7191, decode.d4.loss_cls: 0.2250, decode.d4.loss_mask: 0.4618, decode.d4.loss_dice: 0.7098, decode.d5.loss_cls: 0.2197, decode.d5.loss_mask: 0.4598, decode.d5.loss_dice: 0.7156, decode.d6.loss_cls: 0.2136, decode.d6.loss_mask: 0.4602, decode.d6.loss_dice: 0.7084, decode.d7.loss_cls: 0.2101, decode.d7.loss_mask: 0.4581, decode.d7.loss_dice: 0.7121, decode.d8.loss_cls: 0.2154, decode.d8.loss_mask: 0.4569, decode.d8.loss_dice: 0.7113, loss: 15.9104 2022-04-27 08:16:46,095 - mmseg - INFO - Iter [104950/160000] lr: 4.940e-07, eta: 16:36:15, time: 1.029, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2044, decode.loss_mask: 0.4418, decode.loss_dice: 0.6965, decode.d0.loss_cls: 1.9039, decode.d0.loss_mask: 0.4854, decode.d0.loss_dice: 0.8102, decode.d1.loss_cls: 0.2943, decode.d1.loss_mask: 0.4607, decode.d1.loss_dice: 0.7462, decode.d2.loss_cls: 0.2508, decode.d2.loss_mask: 0.4533, decode.d2.loss_dice: 0.7202, decode.d3.loss_cls: 0.2300, decode.d3.loss_mask: 0.4460, decode.d3.loss_dice: 0.7024, decode.d4.loss_cls: 0.2200, decode.d4.loss_mask: 0.4465, decode.d4.loss_dice: 0.7082, decode.d5.loss_cls: 0.2142, decode.d5.loss_mask: 0.4423, decode.d5.loss_dice: 0.7056, decode.d6.loss_cls: 0.2141, decode.d6.loss_mask: 0.4430, decode.d6.loss_dice: 0.6986, decode.d7.loss_cls: 0.2115, decode.d7.loss_mask: 0.4410, decode.d7.loss_dice: 0.7034, decode.d8.loss_cls: 0.2055, decode.d8.loss_mask: 0.4423, decode.d8.loss_dice: 0.7005, loss: 15.6431 2022-04-27 08:17:37,720 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 08:17:37,830 - mmseg - INFO - Iter [105000/160000] lr: 4.936e-07, eta: 16:35:19, time: 1.035, data_time: 0.018, memory: 64049, decode.loss_cls: 0.1964, decode.loss_mask: 0.4697, decode.loss_dice: 0.7310, decode.d0.loss_cls: 1.9329, decode.d0.loss_mask: 0.5104, decode.d0.loss_dice: 0.8285, decode.d1.loss_cls: 0.2887, decode.d1.loss_mask: 0.4837, decode.d1.loss_dice: 0.7683, decode.d2.loss_cls: 0.2439, decode.d2.loss_mask: 0.4780, decode.d2.loss_dice: 0.7526, decode.d3.loss_cls: 0.2195, decode.d3.loss_mask: 0.4745, decode.d3.loss_dice: 0.7403, decode.d4.loss_cls: 0.2084, decode.d4.loss_mask: 0.4733, decode.d4.loss_dice: 0.7376, decode.d5.loss_cls: 0.2061, decode.d5.loss_mask: 0.4718, decode.d5.loss_dice: 0.7412, decode.d6.loss_cls: 0.2003, decode.d6.loss_mask: 0.4710, decode.d6.loss_dice: 0.7323, decode.d7.loss_cls: 0.1968, decode.d7.loss_mask: 0.4714, decode.d7.loss_dice: 0.7327, decode.d8.loss_cls: 0.2026, decode.d8.loss_mask: 0.4687, decode.d8.loss_dice: 0.7324, loss: 16.1649 2022-04-27 08:18:29,588 - mmseg - INFO - Iter [105050/160000] lr: 4.931e-07, eta: 16:34:23, time: 1.035, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2379, decode.loss_mask: 0.4525, decode.loss_dice: 0.7126, decode.d0.loss_cls: 1.9631, decode.d0.loss_mask: 0.4977, decode.d0.loss_dice: 0.8275, decode.d1.loss_cls: 0.3278, decode.d1.loss_mask: 0.4722, decode.d1.loss_dice: 0.7581, decode.d2.loss_cls: 0.2827, decode.d2.loss_mask: 0.4614, decode.d2.loss_dice: 0.7384, decode.d3.loss_cls: 0.2641, decode.d3.loss_mask: 0.4556, decode.d3.loss_dice: 0.7240, decode.d4.loss_cls: 0.2552, decode.d4.loss_mask: 0.4545, decode.d4.loss_dice: 0.7209, decode.d5.loss_cls: 0.2500, decode.d5.loss_mask: 0.4535, decode.d5.loss_dice: 0.7194, decode.d6.loss_cls: 0.2430, decode.d6.loss_mask: 0.4544, decode.d6.loss_dice: 0.7157, decode.d7.loss_cls: 0.2352, decode.d7.loss_mask: 0.4535, decode.d7.loss_dice: 0.7192, decode.d8.loss_cls: 0.2418, decode.d8.loss_mask: 0.4515, decode.d8.loss_dice: 0.7115, loss: 16.2551 2022-04-27 08:19:21,560 - mmseg - INFO - Iter [105100/160000] lr: 4.927e-07, eta: 16:33:28, time: 1.039, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2159, decode.loss_mask: 0.4670, decode.loss_dice: 0.7168, decode.d0.loss_cls: 1.9153, decode.d0.loss_mask: 0.5134, decode.d0.loss_dice: 0.8230, decode.d1.loss_cls: 0.3151, decode.d1.loss_mask: 0.4849, decode.d1.loss_dice: 0.7575, decode.d2.loss_cls: 0.2697, decode.d2.loss_mask: 0.4740, decode.d2.loss_dice: 0.7333, decode.d3.loss_cls: 0.2451, decode.d3.loss_mask: 0.4683, decode.d3.loss_dice: 0.7217, decode.d4.loss_cls: 0.2328, decode.d4.loss_mask: 0.4688, decode.d4.loss_dice: 0.7191, decode.d5.loss_cls: 0.2288, decode.d5.loss_mask: 0.4681, decode.d5.loss_dice: 0.7174, decode.d6.loss_cls: 0.2231, decode.d6.loss_mask: 0.4677, decode.d6.loss_dice: 0.7175, decode.d7.loss_cls: 0.2134, decode.d7.loss_mask: 0.4666, decode.d7.loss_dice: 0.7150, decode.d8.loss_cls: 0.2191, decode.d8.loss_mask: 0.4650, decode.d8.loss_dice: 0.7155, loss: 16.1590 2022-04-27 08:20:13,568 - mmseg - INFO - Iter [105150/160000] lr: 4.922e-07, eta: 16:32:32, time: 1.040, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2183, decode.loss_mask: 0.4615, decode.loss_dice: 0.7132, decode.d0.loss_cls: 1.9304, decode.d0.loss_mask: 0.5031, decode.d0.loss_dice: 0.8131, decode.d1.loss_cls: 0.3102, decode.d1.loss_mask: 0.4747, decode.d1.loss_dice: 0.7490, decode.d2.loss_cls: 0.2612, decode.d2.loss_mask: 0.4688, decode.d2.loss_dice: 0.7292, decode.d3.loss_cls: 0.2387, decode.d3.loss_mask: 0.4645, decode.d3.loss_dice: 0.7125, decode.d4.loss_cls: 0.2268, decode.d4.loss_mask: 0.4635, decode.d4.loss_dice: 0.7132, decode.d5.loss_cls: 0.2254, decode.d5.loss_mask: 0.4621, decode.d5.loss_dice: 0.7151, decode.d6.loss_cls: 0.2248, decode.d6.loss_mask: 0.4622, decode.d6.loss_dice: 0.7081, decode.d7.loss_cls: 0.2208, decode.d7.loss_mask: 0.4595, decode.d7.loss_dice: 0.7080, decode.d8.loss_cls: 0.2166, decode.d8.loss_mask: 0.4619, decode.d8.loss_dice: 0.7098, loss: 16.0261 2022-04-27 08:21:05,955 - mmseg - INFO - Iter [105200/160000] lr: 4.918e-07, eta: 16:31:37, time: 1.050, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2098, decode.loss_mask: 0.4683, decode.loss_dice: 0.7243, decode.d0.loss_cls: 1.9047, decode.d0.loss_mask: 0.5135, decode.d0.loss_dice: 0.8395, decode.d1.loss_cls: 0.2972, decode.d1.loss_mask: 0.4778, decode.d1.loss_dice: 0.7718, decode.d2.loss_cls: 0.2495, decode.d2.loss_mask: 0.4725, decode.d2.loss_dice: 0.7471, decode.d3.loss_cls: 0.2289, decode.d3.loss_mask: 0.4683, decode.d3.loss_dice: 0.7318, decode.d4.loss_cls: 0.2294, decode.d4.loss_mask: 0.4684, decode.d4.loss_dice: 0.7286, decode.d5.loss_cls: 0.2188, decode.d5.loss_mask: 0.4665, decode.d5.loss_dice: 0.7280, decode.d6.loss_cls: 0.2207, decode.d6.loss_mask: 0.4665, decode.d6.loss_dice: 0.7260, decode.d7.loss_cls: 0.2134, decode.d7.loss_mask: 0.4667, decode.d7.loss_dice: 0.7242, decode.d8.loss_cls: 0.2123, decode.d8.loss_mask: 0.4657, decode.d8.loss_dice: 0.7255, loss: 16.1659 2022-04-27 08:21:57,698 - mmseg - INFO - Iter [105250/160000] lr: 4.913e-07, eta: 16:30:42, time: 1.035, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2128, decode.loss_mask: 0.4402, decode.loss_dice: 0.7055, decode.d0.loss_cls: 1.9123, decode.d0.loss_mask: 0.4821, decode.d0.loss_dice: 0.8124, decode.d1.loss_cls: 0.3021, decode.d1.loss_mask: 0.4557, decode.d1.loss_dice: 0.7448, decode.d2.loss_cls: 0.2530, decode.d2.loss_mask: 0.4490, decode.d2.loss_dice: 0.7290, decode.d3.loss_cls: 0.2296, decode.d3.loss_mask: 0.4439, decode.d3.loss_dice: 0.7093, decode.d4.loss_cls: 0.2256, decode.d4.loss_mask: 0.4428, decode.d4.loss_dice: 0.7102, decode.d5.loss_cls: 0.2198, decode.d5.loss_mask: 0.4434, decode.d5.loss_dice: 0.7085, decode.d6.loss_cls: 0.2169, decode.d6.loss_mask: 0.4405, decode.d6.loss_dice: 0.7054, decode.d7.loss_cls: 0.2160, decode.d7.loss_mask: 0.4416, decode.d7.loss_dice: 0.7055, decode.d8.loss_cls: 0.2126, decode.d8.loss_mask: 0.4408, decode.d8.loss_dice: 0.7050, loss: 15.7160 2022-04-27 08:22:49,390 - mmseg - INFO - Iter [105300/160000] lr: 4.909e-07, eta: 16:29:46, time: 1.034, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2284, decode.loss_mask: 0.4662, decode.loss_dice: 0.7318, decode.d0.loss_cls: 1.9319, decode.d0.loss_mask: 0.5119, decode.d0.loss_dice: 0.8445, decode.d1.loss_cls: 0.3132, decode.d1.loss_mask: 0.4801, decode.d1.loss_dice: 0.7728, decode.d2.loss_cls: 0.2621, decode.d2.loss_mask: 0.4743, decode.d2.loss_dice: 0.7548, decode.d3.loss_cls: 0.2419, decode.d3.loss_mask: 0.4716, decode.d3.loss_dice: 0.7406, decode.d4.loss_cls: 0.2393, decode.d4.loss_mask: 0.4691, decode.d4.loss_dice: 0.7369, decode.d5.loss_cls: 0.2316, decode.d5.loss_mask: 0.4673, decode.d5.loss_dice: 0.7369, decode.d6.loss_cls: 0.2275, decode.d6.loss_mask: 0.4669, decode.d6.loss_dice: 0.7313, decode.d7.loss_cls: 0.2280, decode.d7.loss_mask: 0.4683, decode.d7.loss_dice: 0.7368, decode.d8.loss_cls: 0.2265, decode.d8.loss_mask: 0.4671, decode.d8.loss_dice: 0.7323, loss: 16.3918 2022-04-27 08:23:41,026 - mmseg - INFO - Iter [105350/160000] lr: 4.904e-07, eta: 16:28:50, time: 1.033, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2129, decode.loss_mask: 0.4740, decode.loss_dice: 0.7299, decode.d0.loss_cls: 1.9442, decode.d0.loss_mask: 0.5176, decode.d0.loss_dice: 0.8460, decode.d1.loss_cls: 0.2976, decode.d1.loss_mask: 0.4942, decode.d1.loss_dice: 0.7721, decode.d2.loss_cls: 0.2555, decode.d2.loss_mask: 0.4836, decode.d2.loss_dice: 0.7530, decode.d3.loss_cls: 0.2311, decode.d3.loss_mask: 0.4781, decode.d3.loss_dice: 0.7319, decode.d4.loss_cls: 0.2253, decode.d4.loss_mask: 0.4763, decode.d4.loss_dice: 0.7348, decode.d5.loss_cls: 0.2176, decode.d5.loss_mask: 0.4756, decode.d5.loss_dice: 0.7313, decode.d6.loss_cls: 0.2151, decode.d6.loss_mask: 0.4752, decode.d6.loss_dice: 0.7249, decode.d7.loss_cls: 0.2135, decode.d7.loss_mask: 0.4770, decode.d7.loss_dice: 0.7268, decode.d8.loss_cls: 0.2099, decode.d8.loss_mask: 0.4738, decode.d8.loss_dice: 0.7289, loss: 16.3277 2022-04-27 08:24:32,405 - mmseg - INFO - Iter [105400/160000] lr: 4.900e-07, eta: 16:27:55, time: 1.027, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2169, decode.loss_mask: 0.4611, decode.loss_dice: 0.7439, decode.d0.loss_cls: 1.9270, decode.d0.loss_mask: 0.5044, decode.d0.loss_dice: 0.8567, decode.d1.loss_cls: 0.3068, decode.d1.loss_mask: 0.4798, decode.d1.loss_dice: 0.7832, decode.d2.loss_cls: 0.2647, decode.d2.loss_mask: 0.4700, decode.d2.loss_dice: 0.7634, decode.d3.loss_cls: 0.2371, decode.d3.loss_mask: 0.4648, decode.d3.loss_dice: 0.7475, decode.d4.loss_cls: 0.2328, decode.d4.loss_mask: 0.4629, decode.d4.loss_dice: 0.7477, decode.d5.loss_cls: 0.2251, decode.d5.loss_mask: 0.4629, decode.d5.loss_dice: 0.7450, decode.d6.loss_cls: 0.2189, decode.d6.loss_mask: 0.4641, decode.d6.loss_dice: 0.7439, decode.d7.loss_cls: 0.2195, decode.d7.loss_mask: 0.4634, decode.d7.loss_dice: 0.7445, decode.d8.loss_cls: 0.2165, decode.d8.loss_mask: 0.4607, decode.d8.loss_dice: 0.7431, loss: 16.3785 2022-04-27 08:25:25,098 - mmseg - INFO - Iter [105450/160000] lr: 4.895e-07, eta: 16:26:59, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2158, decode.loss_mask: 0.4688, decode.loss_dice: 0.7217, decode.d0.loss_cls: 1.8897, decode.d0.loss_mask: 0.5129, decode.d0.loss_dice: 0.8315, decode.d1.loss_cls: 0.3049, decode.d1.loss_mask: 0.4872, decode.d1.loss_dice: 0.7654, decode.d2.loss_cls: 0.2563, decode.d2.loss_mask: 0.4799, decode.d2.loss_dice: 0.7418, decode.d3.loss_cls: 0.2448, decode.d3.loss_mask: 0.4735, decode.d3.loss_dice: 0.7276, decode.d4.loss_cls: 0.2307, decode.d4.loss_mask: 0.4708, decode.d4.loss_dice: 0.7262, decode.d5.loss_cls: 0.2203, decode.d5.loss_mask: 0.4687, decode.d5.loss_dice: 0.7305, decode.d6.loss_cls: 0.2157, decode.d6.loss_mask: 0.4688, decode.d6.loss_dice: 0.7208, decode.d7.loss_cls: 0.2156, decode.d7.loss_mask: 0.4692, decode.d7.loss_dice: 0.7274, decode.d8.loss_cls: 0.2142, decode.d8.loss_mask: 0.4690, decode.d8.loss_dice: 0.7251, loss: 16.1948 2022-04-27 08:26:16,989 - mmseg - INFO - Iter [105500/160000] lr: 4.891e-07, eta: 16:26:04, time: 1.038, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2366, decode.loss_mask: 0.4649, decode.loss_dice: 0.7329, decode.d0.loss_cls: 1.8948, decode.d0.loss_mask: 0.5081, decode.d0.loss_dice: 0.8398, decode.d1.loss_cls: 0.3123, decode.d1.loss_mask: 0.4834, decode.d1.loss_dice: 0.7719, decode.d2.loss_cls: 0.2699, decode.d2.loss_mask: 0.4763, decode.d2.loss_dice: 0.7538, decode.d3.loss_cls: 0.2509, decode.d3.loss_mask: 0.4716, decode.d3.loss_dice: 0.7406, decode.d4.loss_cls: 0.2430, decode.d4.loss_mask: 0.4692, decode.d4.loss_dice: 0.7376, decode.d5.loss_cls: 0.2370, decode.d5.loss_mask: 0.4673, decode.d5.loss_dice: 0.7381, decode.d6.loss_cls: 0.2340, decode.d6.loss_mask: 0.4664, decode.d6.loss_dice: 0.7345, decode.d7.loss_cls: 0.2343, decode.d7.loss_mask: 0.4683, decode.d7.loss_dice: 0.7340, decode.d8.loss_cls: 0.2372, decode.d8.loss_mask: 0.4652, decode.d8.loss_dice: 0.7347, loss: 16.4083 2022-04-27 08:27:08,839 - mmseg - INFO - Iter [105550/160000] lr: 4.886e-07, eta: 16:25:08, time: 1.037, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2272, decode.loss_mask: 0.4515, decode.loss_dice: 0.6967, decode.d0.loss_cls: 1.9272, decode.d0.loss_mask: 0.4989, decode.d0.loss_dice: 0.8098, decode.d1.loss_cls: 0.3084, decode.d1.loss_mask: 0.4687, decode.d1.loss_dice: 0.7465, decode.d2.loss_cls: 0.2717, decode.d2.loss_mask: 0.4588, decode.d2.loss_dice: 0.7262, decode.d3.loss_cls: 0.2477, decode.d3.loss_mask: 0.4543, decode.d3.loss_dice: 0.7108, decode.d4.loss_cls: 0.2335, decode.d4.loss_mask: 0.4548, decode.d4.loss_dice: 0.7129, decode.d5.loss_cls: 0.2345, decode.d5.loss_mask: 0.4556, decode.d5.loss_dice: 0.7059, decode.d6.loss_cls: 0.2264, decode.d6.loss_mask: 0.4510, decode.d6.loss_dice: 0.7028, decode.d7.loss_cls: 0.2304, decode.d7.loss_mask: 0.4515, decode.d7.loss_dice: 0.7046, decode.d8.loss_cls: 0.2240, decode.d8.loss_mask: 0.4522, decode.d8.loss_dice: 0.6990, loss: 15.9433 2022-04-27 08:28:00,980 - mmseg - INFO - Iter [105600/160000] lr: 4.882e-07, eta: 16:24:13, time: 1.043, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2227, decode.loss_mask: 0.4558, decode.loss_dice: 0.7067, decode.d0.loss_cls: 1.9173, decode.d0.loss_mask: 0.5001, decode.d0.loss_dice: 0.8234, decode.d1.loss_cls: 0.2956, decode.d1.loss_mask: 0.4735, decode.d1.loss_dice: 0.7504, decode.d2.loss_cls: 0.2577, decode.d2.loss_mask: 0.4639, decode.d2.loss_dice: 0.7247, decode.d3.loss_cls: 0.2330, decode.d3.loss_mask: 0.4604, decode.d3.loss_dice: 0.7128, decode.d4.loss_cls: 0.2323, decode.d4.loss_mask: 0.4580, decode.d4.loss_dice: 0.7138, decode.d5.loss_cls: 0.2224, decode.d5.loss_mask: 0.4582, decode.d5.loss_dice: 0.7084, decode.d6.loss_cls: 0.2207, decode.d6.loss_mask: 0.4573, decode.d6.loss_dice: 0.7084, decode.d7.loss_cls: 0.2256, decode.d7.loss_mask: 0.4576, decode.d7.loss_dice: 0.7049, decode.d8.loss_cls: 0.2197, decode.d8.loss_mask: 0.4570, decode.d8.loss_dice: 0.7071, loss: 15.9493 2022-04-27 08:28:52,992 - mmseg - INFO - Iter [105650/160000] lr: 4.877e-07, eta: 16:23:18, time: 1.040, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2177, decode.loss_mask: 0.4678, decode.loss_dice: 0.7185, decode.d0.loss_cls: 1.9031, decode.d0.loss_mask: 0.5132, decode.d0.loss_dice: 0.8200, decode.d1.loss_cls: 0.3133, decode.d1.loss_mask: 0.4818, decode.d1.loss_dice: 0.7516, decode.d2.loss_cls: 0.2652, decode.d2.loss_mask: 0.4772, decode.d2.loss_dice: 0.7393, decode.d3.loss_cls: 0.2415, decode.d3.loss_mask: 0.4729, decode.d3.loss_dice: 0.7223, decode.d4.loss_cls: 0.2412, decode.d4.loss_mask: 0.4718, decode.d4.loss_dice: 0.7216, decode.d5.loss_cls: 0.2345, decode.d5.loss_mask: 0.4723, decode.d5.loss_dice: 0.7200, decode.d6.loss_cls: 0.2319, decode.d6.loss_mask: 0.4701, decode.d6.loss_dice: 0.7167, decode.d7.loss_cls: 0.2231, decode.d7.loss_mask: 0.4718, decode.d7.loss_dice: 0.7180, decode.d8.loss_cls: 0.2212, decode.d8.loss_mask: 0.4685, decode.d8.loss_dice: 0.7180, loss: 16.2057 2022-04-27 08:29:44,950 - mmseg - INFO - Iter [105700/160000] lr: 4.873e-07, eta: 16:22:22, time: 1.039, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2129, decode.loss_mask: 0.4763, decode.loss_dice: 0.7383, decode.d0.loss_cls: 1.8776, decode.d0.loss_mask: 0.5187, decode.d0.loss_dice: 0.8419, decode.d1.loss_cls: 0.3004, decode.d1.loss_mask: 0.4903, decode.d1.loss_dice: 0.7743, decode.d2.loss_cls: 0.2587, decode.d2.loss_mask: 0.4838, decode.d2.loss_dice: 0.7591, decode.d3.loss_cls: 0.2394, decode.d3.loss_mask: 0.4811, decode.d3.loss_dice: 0.7411, decode.d4.loss_cls: 0.2371, decode.d4.loss_mask: 0.4787, decode.d4.loss_dice: 0.7391, decode.d5.loss_cls: 0.2282, decode.d5.loss_mask: 0.4782, decode.d5.loss_dice: 0.7385, decode.d6.loss_cls: 0.2261, decode.d6.loss_mask: 0.4780, decode.d6.loss_dice: 0.7320, decode.d7.loss_cls: 0.2210, decode.d7.loss_mask: 0.4775, decode.d7.loss_dice: 0.7353, decode.d8.loss_cls: 0.2163, decode.d8.loss_mask: 0.4768, decode.d8.loss_dice: 0.7337, loss: 16.3905 2022-04-27 08:30:36,420 - mmseg - INFO - Iter [105750/160000] lr: 4.868e-07, eta: 16:21:26, time: 1.029, data_time: 0.013, memory: 64049, decode.loss_cls: 0.2150, decode.loss_mask: 0.4723, decode.loss_dice: 0.7357, decode.d0.loss_cls: 1.8729, decode.d0.loss_mask: 0.5223, decode.d0.loss_dice: 0.8382, decode.d1.loss_cls: 0.2944, decode.d1.loss_mask: 0.4879, decode.d1.loss_dice: 0.7759, decode.d2.loss_cls: 0.2527, decode.d2.loss_mask: 0.4830, decode.d2.loss_dice: 0.7576, decode.d3.loss_cls: 0.2302, decode.d3.loss_mask: 0.4757, decode.d3.loss_dice: 0.7443, decode.d4.loss_cls: 0.2161, decode.d4.loss_mask: 0.4765, decode.d4.loss_dice: 0.7444, decode.d5.loss_cls: 0.2148, decode.d5.loss_mask: 0.4751, decode.d5.loss_dice: 0.7437, decode.d6.loss_cls: 0.2184, decode.d6.loss_mask: 0.4735, decode.d6.loss_dice: 0.7356, decode.d7.loss_cls: 0.2121, decode.d7.loss_mask: 0.4734, decode.d7.loss_dice: 0.7382, decode.d8.loss_cls: 0.2093, decode.d8.loss_mask: 0.4729, decode.d8.loss_dice: 0.7432, loss: 16.3054 2022-04-27 08:31:28,196 - mmseg - INFO - Iter [105800/160000] lr: 4.864e-07, eta: 16:20:31, time: 1.035, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2433, decode.loss_mask: 0.4701, decode.loss_dice: 0.7415, decode.d0.loss_cls: 1.9076, decode.d0.loss_mask: 0.5218, decode.d0.loss_dice: 0.8587, decode.d1.loss_cls: 0.3314, decode.d1.loss_mask: 0.4919, decode.d1.loss_dice: 0.7898, decode.d2.loss_cls: 0.2783, decode.d2.loss_mask: 0.4811, decode.d2.loss_dice: 0.7676, decode.d3.loss_cls: 0.2630, decode.d3.loss_mask: 0.4756, decode.d3.loss_dice: 0.7525, decode.d4.loss_cls: 0.2551, decode.d4.loss_mask: 0.4718, decode.d4.loss_dice: 0.7480, decode.d5.loss_cls: 0.2463, decode.d5.loss_mask: 0.4708, decode.d5.loss_dice: 0.7463, decode.d6.loss_cls: 0.2466, decode.d6.loss_mask: 0.4690, decode.d6.loss_dice: 0.7411, decode.d7.loss_cls: 0.2418, decode.d7.loss_mask: 0.4699, decode.d7.loss_dice: 0.7409, decode.d8.loss_cls: 0.2450, decode.d8.loss_mask: 0.4696, decode.d8.loss_dice: 0.7396, loss: 16.6761 2022-04-27 08:32:19,902 - mmseg - INFO - Iter [105850/160000] lr: 4.859e-07, eta: 16:19:35, time: 1.034, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2503, decode.loss_mask: 0.4623, decode.loss_dice: 0.7494, decode.d0.loss_cls: 1.9589, decode.d0.loss_mask: 0.5072, decode.d0.loss_dice: 0.8610, decode.d1.loss_cls: 0.3428, decode.d1.loss_mask: 0.4797, decode.d1.loss_dice: 0.7894, decode.d2.loss_cls: 0.2947, decode.d2.loss_mask: 0.4694, decode.d2.loss_dice: 0.7662, decode.d3.loss_cls: 0.2662, decode.d3.loss_mask: 0.4659, decode.d3.loss_dice: 0.7535, decode.d4.loss_cls: 0.2563, decode.d4.loss_mask: 0.4639, decode.d4.loss_dice: 0.7550, decode.d5.loss_cls: 0.2522, decode.d5.loss_mask: 0.4639, decode.d5.loss_dice: 0.7481, decode.d6.loss_cls: 0.2479, decode.d6.loss_mask: 0.4617, decode.d6.loss_dice: 0.7452, decode.d7.loss_cls: 0.2446, decode.d7.loss_mask: 0.4622, decode.d7.loss_dice: 0.7499, decode.d8.loss_cls: 0.2442, decode.d8.loss_mask: 0.4611, decode.d8.loss_dice: 0.7492, loss: 16.7223 2022-04-27 08:33:11,716 - mmseg - INFO - Iter [105900/160000] lr: 4.855e-07, eta: 16:18:40, time: 1.036, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2208, decode.loss_mask: 0.4601, decode.loss_dice: 0.7358, decode.d0.loss_cls: 1.9255, decode.d0.loss_mask: 0.5033, decode.d0.loss_dice: 0.8443, decode.d1.loss_cls: 0.3116, decode.d1.loss_mask: 0.4773, decode.d1.loss_dice: 0.7830, decode.d2.loss_cls: 0.2586, decode.d2.loss_mask: 0.4678, decode.d2.loss_dice: 0.7584, decode.d3.loss_cls: 0.2404, decode.d3.loss_mask: 0.4641, decode.d3.loss_dice: 0.7426, decode.d4.loss_cls: 0.2275, decode.d4.loss_mask: 0.4629, decode.d4.loss_dice: 0.7435, decode.d5.loss_cls: 0.2274, decode.d5.loss_mask: 0.4613, decode.d5.loss_dice: 0.7384, decode.d6.loss_cls: 0.2233, decode.d6.loss_mask: 0.4608, decode.d6.loss_dice: 0.7329, decode.d7.loss_cls: 0.2179, decode.d7.loss_mask: 0.4599, decode.d7.loss_dice: 0.7378, decode.d8.loss_cls: 0.2232, decode.d8.loss_mask: 0.4591, decode.d8.loss_dice: 0.7384, loss: 16.3075 2022-04-27 08:34:03,789 - mmseg - INFO - Iter [105950/160000] lr: 4.850e-07, eta: 16:17:44, time: 1.041, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2392, decode.loss_mask: 0.4410, decode.loss_dice: 0.7093, decode.d0.loss_cls: 1.9254, decode.d0.loss_mask: 0.4843, decode.d0.loss_dice: 0.8219, decode.d1.loss_cls: 0.3355, decode.d1.loss_mask: 0.4565, decode.d1.loss_dice: 0.7590, decode.d2.loss_cls: 0.2821, decode.d2.loss_mask: 0.4461, decode.d2.loss_dice: 0.7346, decode.d3.loss_cls: 0.2637, decode.d3.loss_mask: 0.4419, decode.d3.loss_dice: 0.7204, decode.d4.loss_cls: 0.2537, decode.d4.loss_mask: 0.4418, decode.d4.loss_dice: 0.7178, decode.d5.loss_cls: 0.2452, decode.d5.loss_mask: 0.4406, decode.d5.loss_dice: 0.7156, decode.d6.loss_cls: 0.2354, decode.d6.loss_mask: 0.4414, decode.d6.loss_dice: 0.7136, decode.d7.loss_cls: 0.2357, decode.d7.loss_mask: 0.4415, decode.d7.loss_dice: 0.7114, decode.d8.loss_cls: 0.2407, decode.d8.loss_mask: 0.4409, decode.d8.loss_dice: 0.7073, loss: 16.0435 2022-04-27 08:34:55,969 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 08:34:55,975 - mmseg - INFO - Iter [106000/160000] lr: 4.846e-07, eta: 16:16:49, time: 1.044, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2202, decode.loss_mask: 0.4718, decode.loss_dice: 0.7310, decode.d0.loss_cls: 1.9284, decode.d0.loss_mask: 0.5212, decode.d0.loss_dice: 0.8381, decode.d1.loss_cls: 0.3185, decode.d1.loss_mask: 0.4892, decode.d1.loss_dice: 0.7700, decode.d2.loss_cls: 0.2657, decode.d2.loss_mask: 0.4816, decode.d2.loss_dice: 0.7497, decode.d3.loss_cls: 0.2431, decode.d3.loss_mask: 0.4754, decode.d3.loss_dice: 0.7407, decode.d4.loss_cls: 0.2328, decode.d4.loss_mask: 0.4747, decode.d4.loss_dice: 0.7381, decode.d5.loss_cls: 0.2291, decode.d5.loss_mask: 0.4723, decode.d5.loss_dice: 0.7334, decode.d6.loss_cls: 0.2263, decode.d6.loss_mask: 0.4743, decode.d6.loss_dice: 0.7279, decode.d7.loss_cls: 0.2226, decode.d7.loss_mask: 0.4743, decode.d7.loss_dice: 0.7305, decode.d8.loss_cls: 0.2128, decode.d8.loss_mask: 0.4731, decode.d8.loss_dice: 0.7330, loss: 16.3999 2022-04-27 08:35:47,986 - mmseg - INFO - Iter [106050/160000] lr: 4.841e-07, eta: 16:15:54, time: 1.040, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2144, decode.loss_mask: 0.4716, decode.loss_dice: 0.7300, decode.d0.loss_cls: 1.9406, decode.d0.loss_mask: 0.5231, decode.d0.loss_dice: 0.8403, decode.d1.loss_cls: 0.3142, decode.d1.loss_mask: 0.4942, decode.d1.loss_dice: 0.7739, decode.d2.loss_cls: 0.2656, decode.d2.loss_mask: 0.4808, decode.d2.loss_dice: 0.7509, decode.d3.loss_cls: 0.2372, decode.d3.loss_mask: 0.4770, decode.d3.loss_dice: 0.7368, decode.d4.loss_cls: 0.2324, decode.d4.loss_mask: 0.4759, decode.d4.loss_dice: 0.7320, decode.d5.loss_cls: 0.2241, decode.d5.loss_mask: 0.4767, decode.d5.loss_dice: 0.7325, decode.d6.loss_cls: 0.2203, decode.d6.loss_mask: 0.4746, decode.d6.loss_dice: 0.7316, decode.d7.loss_cls: 0.2197, decode.d7.loss_mask: 0.4717, decode.d7.loss_dice: 0.7343, decode.d8.loss_cls: 0.2172, decode.d8.loss_mask: 0.4727, decode.d8.loss_dice: 0.7304, loss: 16.3967 2022-04-27 08:36:42,781 - mmseg - INFO - Iter [106100/160000] lr: 4.837e-07, eta: 16:15:00, time: 1.096, data_time: 0.062, memory: 64049, decode.loss_cls: 0.2289, decode.loss_mask: 0.4539, decode.loss_dice: 0.7271, decode.d0.loss_cls: 1.9273, decode.d0.loss_mask: 0.4990, decode.d0.loss_dice: 0.8453, decode.d1.loss_cls: 0.3112, decode.d1.loss_mask: 0.4715, decode.d1.loss_dice: 0.7712, decode.d2.loss_cls: 0.2708, decode.d2.loss_mask: 0.4636, decode.d2.loss_dice: 0.7500, decode.d3.loss_cls: 0.2451, decode.d3.loss_mask: 0.4600, decode.d3.loss_dice: 0.7334, decode.d4.loss_cls: 0.2393, decode.d4.loss_mask: 0.4573, decode.d4.loss_dice: 0.7362, decode.d5.loss_cls: 0.2399, decode.d5.loss_mask: 0.4545, decode.d5.loss_dice: 0.7284, decode.d6.loss_cls: 0.2334, decode.d6.loss_mask: 0.4540, decode.d6.loss_dice: 0.7268, decode.d7.loss_cls: 0.2281, decode.d7.loss_mask: 0.4533, decode.d7.loss_dice: 0.7253, decode.d8.loss_cls: 0.2284, decode.d8.loss_mask: 0.4536, decode.d8.loss_dice: 0.7235, loss: 16.2404 2022-04-27 08:37:35,567 - mmseg - INFO - Iter [106150/160000] lr: 4.832e-07, eta: 16:14:05, time: 1.056, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2015, decode.loss_mask: 0.4654, decode.loss_dice: 0.7210, decode.d0.loss_cls: 1.9165, decode.d0.loss_mask: 0.5059, decode.d0.loss_dice: 0.8367, decode.d1.loss_cls: 0.2898, decode.d1.loss_mask: 0.4864, decode.d1.loss_dice: 0.7700, decode.d2.loss_cls: 0.2389, decode.d2.loss_mask: 0.4753, decode.d2.loss_dice: 0.7454, decode.d3.loss_cls: 0.2192, decode.d3.loss_mask: 0.4682, decode.d3.loss_dice: 0.7312, decode.d4.loss_cls: 0.2094, decode.d4.loss_mask: 0.4678, decode.d4.loss_dice: 0.7273, decode.d5.loss_cls: 0.2051, decode.d5.loss_mask: 0.4655, decode.d5.loss_dice: 0.7266, decode.d6.loss_cls: 0.2002, decode.d6.loss_mask: 0.4660, decode.d6.loss_dice: 0.7236, decode.d7.loss_cls: 0.2018, decode.d7.loss_mask: 0.4648, decode.d7.loss_dice: 0.7222, decode.d8.loss_cls: 0.2006, decode.d8.loss_mask: 0.4663, decode.d8.loss_dice: 0.7225, loss: 16.0411 2022-04-27 08:38:27,734 - mmseg - INFO - Iter [106200/160000] lr: 4.828e-07, eta: 16:13:09, time: 1.043, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2109, decode.loss_mask: 0.4529, decode.loss_dice: 0.7101, decode.d0.loss_cls: 1.8899, decode.d0.loss_mask: 0.5011, decode.d0.loss_dice: 0.8246, decode.d1.loss_cls: 0.3013, decode.d1.loss_mask: 0.4698, decode.d1.loss_dice: 0.7570, decode.d2.loss_cls: 0.2501, decode.d2.loss_mask: 0.4631, decode.d2.loss_dice: 0.7406, decode.d3.loss_cls: 0.2299, decode.d3.loss_mask: 0.4586, decode.d3.loss_dice: 0.7211, decode.d4.loss_cls: 0.2259, decode.d4.loss_mask: 0.4551, decode.d4.loss_dice: 0.7211, decode.d5.loss_cls: 0.2185, decode.d5.loss_mask: 0.4554, decode.d5.loss_dice: 0.7172, decode.d6.loss_cls: 0.2141, decode.d6.loss_mask: 0.4533, decode.d6.loss_dice: 0.7149, decode.d7.loss_cls: 0.2137, decode.d7.loss_mask: 0.4534, decode.d7.loss_dice: 0.7153, decode.d8.loss_cls: 0.2137, decode.d8.loss_mask: 0.4536, decode.d8.loss_dice: 0.7104, loss: 15.9164 2022-04-27 08:39:19,558 - mmseg - INFO - Iter [106250/160000] lr: 4.823e-07, eta: 16:12:14, time: 1.036, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1983, decode.loss_mask: 0.4510, decode.loss_dice: 0.7066, decode.d0.loss_cls: 1.8919, decode.d0.loss_mask: 0.4960, decode.d0.loss_dice: 0.8121, decode.d1.loss_cls: 0.2801, decode.d1.loss_mask: 0.4649, decode.d1.loss_dice: 0.7461, decode.d2.loss_cls: 0.2332, decode.d2.loss_mask: 0.4567, decode.d2.loss_dice: 0.7272, decode.d3.loss_cls: 0.2171, decode.d3.loss_mask: 0.4519, decode.d3.loss_dice: 0.7100, decode.d4.loss_cls: 0.2147, decode.d4.loss_mask: 0.4504, decode.d4.loss_dice: 0.7125, decode.d5.loss_cls: 0.2087, decode.d5.loss_mask: 0.4503, decode.d5.loss_dice: 0.7051, decode.d6.loss_cls: 0.2052, decode.d6.loss_mask: 0.4482, decode.d6.loss_dice: 0.7025, decode.d7.loss_cls: 0.2069, decode.d7.loss_mask: 0.4501, decode.d7.loss_dice: 0.7012, decode.d8.loss_cls: 0.2010, decode.d8.loss_mask: 0.4522, decode.d8.loss_dice: 0.7034, loss: 15.6556 2022-04-27 08:40:11,601 - mmseg - INFO - Iter [106300/160000] lr: 4.819e-07, eta: 16:11:18, time: 1.041, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2344, decode.loss_mask: 0.4457, decode.loss_dice: 0.7199, decode.d0.loss_cls: 1.9447, decode.d0.loss_mask: 0.4887, decode.d0.loss_dice: 0.8415, decode.d1.loss_cls: 0.3214, decode.d1.loss_mask: 0.4645, decode.d1.loss_dice: 0.7717, decode.d2.loss_cls: 0.2785, decode.d2.loss_mask: 0.4552, decode.d2.loss_dice: 0.7469, decode.d3.loss_cls: 0.2594, decode.d3.loss_mask: 0.4509, decode.d3.loss_dice: 0.7295, decode.d4.loss_cls: 0.2458, decode.d4.loss_mask: 0.4503, decode.d4.loss_dice: 0.7328, decode.d5.loss_cls: 0.2404, decode.d5.loss_mask: 0.4486, decode.d5.loss_dice: 0.7284, decode.d6.loss_cls: 0.2332, decode.d6.loss_mask: 0.4488, decode.d6.loss_dice: 0.7270, decode.d7.loss_cls: 0.2438, decode.d7.loss_mask: 0.4464, decode.d7.loss_dice: 0.7214, decode.d8.loss_cls: 0.2396, decode.d8.loss_mask: 0.4457, decode.d8.loss_dice: 0.7176, loss: 16.2228 2022-04-27 08:41:03,376 - mmseg - INFO - Iter [106350/160000] lr: 4.814e-07, eta: 16:10:23, time: 1.036, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2238, decode.loss_mask: 0.4658, decode.loss_dice: 0.7410, decode.d0.loss_cls: 1.9139, decode.d0.loss_mask: 0.5133, decode.d0.loss_dice: 0.8621, decode.d1.loss_cls: 0.3169, decode.d1.loss_mask: 0.4822, decode.d1.loss_dice: 0.7854, decode.d2.loss_cls: 0.2691, decode.d2.loss_mask: 0.4729, decode.d2.loss_dice: 0.7641, decode.d3.loss_cls: 0.2429, decode.d3.loss_mask: 0.4711, decode.d3.loss_dice: 0.7518, decode.d4.loss_cls: 0.2305, decode.d4.loss_mask: 0.4693, decode.d4.loss_dice: 0.7516, decode.d5.loss_cls: 0.2286, decode.d5.loss_mask: 0.4695, decode.d5.loss_dice: 0.7549, decode.d6.loss_cls: 0.2304, decode.d6.loss_mask: 0.4680, decode.d6.loss_dice: 0.7463, decode.d7.loss_cls: 0.2289, decode.d7.loss_mask: 0.4671, decode.d7.loss_dice: 0.7427, decode.d8.loss_cls: 0.2251, decode.d8.loss_mask: 0.4672, decode.d8.loss_dice: 0.7429, loss: 16.4991 2022-04-27 08:41:55,494 - mmseg - INFO - Iter [106400/160000] lr: 4.810e-07, eta: 16:09:27, time: 1.042, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2474, decode.loss_mask: 0.4653, decode.loss_dice: 0.7214, decode.d0.loss_cls: 1.9827, decode.d0.loss_mask: 0.5101, decode.d0.loss_dice: 0.8383, decode.d1.loss_cls: 0.3305, decode.d1.loss_mask: 0.4837, decode.d1.loss_dice: 0.7632, decode.d2.loss_cls: 0.2896, decode.d2.loss_mask: 0.4753, decode.d2.loss_dice: 0.7412, decode.d3.loss_cls: 0.2666, decode.d3.loss_mask: 0.4692, decode.d3.loss_dice: 0.7284, decode.d4.loss_cls: 0.2575, decode.d4.loss_mask: 0.4687, decode.d4.loss_dice: 0.7271, decode.d5.loss_cls: 0.2614, decode.d5.loss_mask: 0.4674, decode.d5.loss_dice: 0.7233, decode.d6.loss_cls: 0.2527, decode.d6.loss_mask: 0.4659, decode.d6.loss_dice: 0.7217, decode.d7.loss_cls: 0.2464, decode.d7.loss_mask: 0.4665, decode.d7.loss_dice: 0.7226, decode.d8.loss_cls: 0.2415, decode.d8.loss_mask: 0.4666, decode.d8.loss_dice: 0.7234, loss: 16.5256 2022-04-27 08:42:47,717 - mmseg - INFO - Iter [106450/160000] lr: 4.806e-07, eta: 16:08:32, time: 1.045, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1984, decode.loss_mask: 0.4731, decode.loss_dice: 0.6881, decode.d0.loss_cls: 1.8546, decode.d0.loss_mask: 0.5152, decode.d0.loss_dice: 0.7915, decode.d1.loss_cls: 0.2822, decode.d1.loss_mask: 0.4934, decode.d1.loss_dice: 0.7284, decode.d2.loss_cls: 0.2302, decode.d2.loss_mask: 0.4839, decode.d2.loss_dice: 0.7088, decode.d3.loss_cls: 0.2148, decode.d3.loss_mask: 0.4781, decode.d3.loss_dice: 0.6971, decode.d4.loss_cls: 0.2122, decode.d4.loss_mask: 0.4753, decode.d4.loss_dice: 0.6980, decode.d5.loss_cls: 0.2104, decode.d5.loss_mask: 0.4750, decode.d5.loss_dice: 0.6960, decode.d6.loss_cls: 0.2044, decode.d6.loss_mask: 0.4722, decode.d6.loss_dice: 0.6866, decode.d7.loss_cls: 0.2020, decode.d7.loss_mask: 0.4721, decode.d7.loss_dice: 0.6900, decode.d8.loss_cls: 0.2006, decode.d8.loss_mask: 0.4726, decode.d8.loss_dice: 0.6922, loss: 15.6973 2022-04-27 08:43:39,617 - mmseg - INFO - Iter [106500/160000] lr: 4.801e-07, eta: 16:07:37, time: 1.038, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2298, decode.loss_mask: 0.4623, decode.loss_dice: 0.7299, decode.d0.loss_cls: 1.9557, decode.d0.loss_mask: 0.5052, decode.d0.loss_dice: 0.8358, decode.d1.loss_cls: 0.3289, decode.d1.loss_mask: 0.4800, decode.d1.loss_dice: 0.7724, decode.d2.loss_cls: 0.2666, decode.d2.loss_mask: 0.4713, decode.d2.loss_dice: 0.7548, decode.d3.loss_cls: 0.2479, decode.d3.loss_mask: 0.4699, decode.d3.loss_dice: 0.7444, decode.d4.loss_cls: 0.2349, decode.d4.loss_mask: 0.4662, decode.d4.loss_dice: 0.7400, decode.d5.loss_cls: 0.2330, decode.d5.loss_mask: 0.4663, decode.d5.loss_dice: 0.7439, decode.d6.loss_cls: 0.2323, decode.d6.loss_mask: 0.4634, decode.d6.loss_dice: 0.7309, decode.d7.loss_cls: 0.2280, decode.d7.loss_mask: 0.4623, decode.d7.loss_dice: 0.7323, decode.d8.loss_cls: 0.2316, decode.d8.loss_mask: 0.4640, decode.d8.loss_dice: 0.7283, loss: 16.4126 2022-04-27 08:44:31,996 - mmseg - INFO - Iter [106550/160000] lr: 4.797e-07, eta: 16:06:42, time: 1.047, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2318, decode.loss_mask: 0.4667, decode.loss_dice: 0.7071, decode.d0.loss_cls: 1.9114, decode.d0.loss_mask: 0.5134, decode.d0.loss_dice: 0.8295, decode.d1.loss_cls: 0.3111, decode.d1.loss_mask: 0.4878, decode.d1.loss_dice: 0.7608, decode.d2.loss_cls: 0.2782, decode.d2.loss_mask: 0.4761, decode.d2.loss_dice: 0.7311, decode.d3.loss_cls: 0.2546, decode.d3.loss_mask: 0.4699, decode.d3.loss_dice: 0.7155, decode.d4.loss_cls: 0.2460, decode.d4.loss_mask: 0.4684, decode.d4.loss_dice: 0.7176, decode.d5.loss_cls: 0.2441, decode.d5.loss_mask: 0.4674, decode.d5.loss_dice: 0.7183, decode.d6.loss_cls: 0.2313, decode.d6.loss_mask: 0.4693, decode.d6.loss_dice: 0.7129, decode.d7.loss_cls: 0.2341, decode.d7.loss_mask: 0.4687, decode.d7.loss_dice: 0.7131, decode.d8.loss_cls: 0.2311, decode.d8.loss_mask: 0.4682, decode.d8.loss_dice: 0.7125, loss: 16.2481 2022-04-27 08:45:24,152 - mmseg - INFO - Iter [106600/160000] lr: 4.792e-07, eta: 16:05:46, time: 1.041, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2157, decode.loss_mask: 0.4349, decode.loss_dice: 0.7142, decode.d0.loss_cls: 1.9694, decode.d0.loss_mask: 0.4797, decode.d0.loss_dice: 0.8375, decode.d1.loss_cls: 0.2970, decode.d1.loss_mask: 0.4515, decode.d1.loss_dice: 0.7587, decode.d2.loss_cls: 0.2576, decode.d2.loss_mask: 0.4455, decode.d2.loss_dice: 0.7384, decode.d3.loss_cls: 0.2346, decode.d3.loss_mask: 0.4381, decode.d3.loss_dice: 0.7275, decode.d4.loss_cls: 0.2245, decode.d4.loss_mask: 0.4373, decode.d4.loss_dice: 0.7225, decode.d5.loss_cls: 0.2207, decode.d5.loss_mask: 0.4384, decode.d5.loss_dice: 0.7245, decode.d6.loss_cls: 0.2182, decode.d6.loss_mask: 0.4365, decode.d6.loss_dice: 0.7142, decode.d7.loss_cls: 0.2091, decode.d7.loss_mask: 0.4367, decode.d7.loss_dice: 0.7203, decode.d8.loss_cls: 0.2107, decode.d8.loss_mask: 0.4347, decode.d8.loss_dice: 0.7181, loss: 15.8667 2022-04-27 08:46:16,372 - mmseg - INFO - Iter [106650/160000] lr: 4.788e-07, eta: 16:04:51, time: 1.044, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2217, decode.loss_mask: 0.4670, decode.loss_dice: 0.7383, decode.d0.loss_cls: 1.8909, decode.d0.loss_mask: 0.5164, decode.d0.loss_dice: 0.8459, decode.d1.loss_cls: 0.3209, decode.d1.loss_mask: 0.4845, decode.d1.loss_dice: 0.7824, decode.d2.loss_cls: 0.2641, decode.d2.loss_mask: 0.4765, decode.d2.loss_dice: 0.7574, decode.d3.loss_cls: 0.2436, decode.d3.loss_mask: 0.4711, decode.d3.loss_dice: 0.7447, decode.d4.loss_cls: 0.2388, decode.d4.loss_mask: 0.4693, decode.d4.loss_dice: 0.7424, decode.d5.loss_cls: 0.2329, decode.d5.loss_mask: 0.4684, decode.d5.loss_dice: 0.7447, decode.d6.loss_cls: 0.2308, decode.d6.loss_mask: 0.4700, decode.d6.loss_dice: 0.7344, decode.d7.loss_cls: 0.2270, decode.d7.loss_mask: 0.4675, decode.d7.loss_dice: 0.7368, decode.d8.loss_cls: 0.2271, decode.d8.loss_mask: 0.4672, decode.d8.loss_dice: 0.7344, loss: 16.4171 2022-04-27 08:47:08,387 - mmseg - INFO - Iter [106700/160000] lr: 4.783e-07, eta: 16:03:56, time: 1.042, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2208, decode.loss_mask: 0.4623, decode.loss_dice: 0.7177, decode.d0.loss_cls: 1.8771, decode.d0.loss_mask: 0.5125, decode.d0.loss_dice: 0.8260, decode.d1.loss_cls: 0.3014, decode.d1.loss_mask: 0.4836, decode.d1.loss_dice: 0.7643, decode.d2.loss_cls: 0.2568, decode.d2.loss_mask: 0.4711, decode.d2.loss_dice: 0.7369, decode.d3.loss_cls: 0.2426, decode.d3.loss_mask: 0.4667, decode.d3.loss_dice: 0.7283, decode.d4.loss_cls: 0.2320, decode.d4.loss_mask: 0.4652, decode.d4.loss_dice: 0.7248, decode.d5.loss_cls: 0.2282, decode.d5.loss_mask: 0.4643, decode.d5.loss_dice: 0.7224, decode.d6.loss_cls: 0.2227, decode.d6.loss_mask: 0.4648, decode.d6.loss_dice: 0.7173, decode.d7.loss_cls: 0.2235, decode.d7.loss_mask: 0.4637, decode.d7.loss_dice: 0.7203, decode.d8.loss_cls: 0.2171, decode.d8.loss_mask: 0.4651, decode.d8.loss_dice: 0.7176, loss: 16.1170 2022-04-27 08:48:00,346 - mmseg - INFO - Iter [106750/160000] lr: 4.779e-07, eta: 16:03:00, time: 1.039, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2308, decode.loss_mask: 0.4566, decode.loss_dice: 0.7276, decode.d0.loss_cls: 1.9206, decode.d0.loss_mask: 0.4996, decode.d0.loss_dice: 0.8333, decode.d1.loss_cls: 0.3084, decode.d1.loss_mask: 0.4728, decode.d1.loss_dice: 0.7643, decode.d2.loss_cls: 0.2714, decode.d2.loss_mask: 0.4666, decode.d2.loss_dice: 0.7459, decode.d3.loss_cls: 0.2497, decode.d3.loss_mask: 0.4636, decode.d3.loss_dice: 0.7351, decode.d4.loss_cls: 0.2460, decode.d4.loss_mask: 0.4591, decode.d4.loss_dice: 0.7319, decode.d5.loss_cls: 0.2370, decode.d5.loss_mask: 0.4586, decode.d5.loss_dice: 0.7331, decode.d6.loss_cls: 0.2353, decode.d6.loss_mask: 0.4592, decode.d6.loss_dice: 0.7277, decode.d7.loss_cls: 0.2332, decode.d7.loss_mask: 0.4570, decode.d7.loss_dice: 0.7316, decode.d8.loss_cls: 0.2282, decode.d8.loss_mask: 0.4569, decode.d8.loss_dice: 0.7273, loss: 16.2685 2022-04-27 08:48:52,318 - mmseg - INFO - Iter [106800/160000] lr: 4.774e-07, eta: 16:02:05, time: 1.039, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2179, decode.loss_mask: 0.4794, decode.loss_dice: 0.7391, decode.d0.loss_cls: 1.9432, decode.d0.loss_mask: 0.5310, decode.d0.loss_dice: 0.8560, decode.d1.loss_cls: 0.3225, decode.d1.loss_mask: 0.4998, decode.d1.loss_dice: 0.7868, decode.d2.loss_cls: 0.2668, decode.d2.loss_mask: 0.4909, decode.d2.loss_dice: 0.7662, decode.d3.loss_cls: 0.2537, decode.d3.loss_mask: 0.4832, decode.d3.loss_dice: 0.7490, decode.d4.loss_cls: 0.2391, decode.d4.loss_mask: 0.4826, decode.d4.loss_dice: 0.7473, decode.d5.loss_cls: 0.2304, decode.d5.loss_mask: 0.4819, decode.d5.loss_dice: 0.7490, decode.d6.loss_cls: 0.2219, decode.d6.loss_mask: 0.4810, decode.d6.loss_dice: 0.7435, decode.d7.loss_cls: 0.2245, decode.d7.loss_mask: 0.4804, decode.d7.loss_dice: 0.7448, decode.d8.loss_cls: 0.2217, decode.d8.loss_mask: 0.4801, decode.d8.loss_dice: 0.7459, loss: 16.6595 2022-04-27 08:49:43,870 - mmseg - INFO - Iter [106850/160000] lr: 4.770e-07, eta: 16:01:09, time: 1.031, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2285, decode.loss_mask: 0.4780, decode.loss_dice: 0.7331, decode.d0.loss_cls: 1.8874, decode.d0.loss_mask: 0.5279, decode.d0.loss_dice: 0.8478, decode.d1.loss_cls: 0.3159, decode.d1.loss_mask: 0.4956, decode.d1.loss_dice: 0.7723, decode.d2.loss_cls: 0.2733, decode.d2.loss_mask: 0.4855, decode.d2.loss_dice: 0.7520, decode.d3.loss_cls: 0.2472, decode.d3.loss_mask: 0.4826, decode.d3.loss_dice: 0.7438, decode.d4.loss_cls: 0.2409, decode.d4.loss_mask: 0.4801, decode.d4.loss_dice: 0.7427, decode.d5.loss_cls: 0.2305, decode.d5.loss_mask: 0.4812, decode.d5.loss_dice: 0.7401, decode.d6.loss_cls: 0.2342, decode.d6.loss_mask: 0.4798, decode.d6.loss_dice: 0.7372, decode.d7.loss_cls: 0.2317, decode.d7.loss_mask: 0.4805, decode.d7.loss_dice: 0.7327, decode.d8.loss_cls: 0.2295, decode.d8.loss_mask: 0.4785, decode.d8.loss_dice: 0.7304, loss: 16.5207 2022-04-27 08:50:35,857 - mmseg - INFO - Iter [106900/160000] lr: 4.765e-07, eta: 16:00:14, time: 1.040, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2288, decode.loss_mask: 0.4674, decode.loss_dice: 0.7341, decode.d0.loss_cls: 1.9204, decode.d0.loss_mask: 0.5118, decode.d0.loss_dice: 0.8487, decode.d1.loss_cls: 0.3302, decode.d1.loss_mask: 0.4843, decode.d1.loss_dice: 0.7800, decode.d2.loss_cls: 0.2735, decode.d2.loss_mask: 0.4777, decode.d2.loss_dice: 0.7563, decode.d3.loss_cls: 0.2512, decode.d3.loss_mask: 0.4732, decode.d3.loss_dice: 0.7413, decode.d4.loss_cls: 0.2467, decode.d4.loss_mask: 0.4716, decode.d4.loss_dice: 0.7361, decode.d5.loss_cls: 0.2386, decode.d5.loss_mask: 0.4694, decode.d5.loss_dice: 0.7389, decode.d6.loss_cls: 0.2328, decode.d6.loss_mask: 0.4697, decode.d6.loss_dice: 0.7369, decode.d7.loss_cls: 0.2340, decode.d7.loss_mask: 0.4686, decode.d7.loss_dice: 0.7334, decode.d8.loss_cls: 0.2293, decode.d8.loss_mask: 0.4681, decode.d8.loss_dice: 0.7336, loss: 16.4867 2022-04-27 08:51:27,995 - mmseg - INFO - Iter [106950/160000] lr: 4.761e-07, eta: 15:59:19, time: 1.043, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2268, decode.loss_mask: 0.4768, decode.loss_dice: 0.7384, decode.d0.loss_cls: 1.9164, decode.d0.loss_mask: 0.5256, decode.d0.loss_dice: 0.8523, decode.d1.loss_cls: 0.3168, decode.d1.loss_mask: 0.4909, decode.d1.loss_dice: 0.7753, decode.d2.loss_cls: 0.2640, decode.d2.loss_mask: 0.4812, decode.d2.loss_dice: 0.7590, decode.d3.loss_cls: 0.2461, decode.d3.loss_mask: 0.4765, decode.d3.loss_dice: 0.7477, decode.d4.loss_cls: 0.2393, decode.d4.loss_mask: 0.4769, decode.d4.loss_dice: 0.7467, decode.d5.loss_cls: 0.2329, decode.d5.loss_mask: 0.4760, decode.d5.loss_dice: 0.7446, decode.d6.loss_cls: 0.2319, decode.d6.loss_mask: 0.4757, decode.d6.loss_dice: 0.7402, decode.d7.loss_cls: 0.2259, decode.d7.loss_mask: 0.4760, decode.d7.loss_dice: 0.7400, decode.d8.loss_cls: 0.2330, decode.d8.loss_mask: 0.4748, decode.d8.loss_dice: 0.7366, loss: 16.5443 2022-04-27 08:52:19,834 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 08:52:19,847 - mmseg - INFO - Iter [107000/160000] lr: 4.756e-07, eta: 15:58:23, time: 1.037, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2083, decode.loss_mask: 0.4512, decode.loss_dice: 0.7132, decode.d0.loss_cls: 1.9205, decode.d0.loss_mask: 0.4921, decode.d0.loss_dice: 0.8147, decode.d1.loss_cls: 0.2951, decode.d1.loss_mask: 0.4687, decode.d1.loss_dice: 0.7475, decode.d2.loss_cls: 0.2525, decode.d2.loss_mask: 0.4563, decode.d2.loss_dice: 0.7279, decode.d3.loss_cls: 0.2298, decode.d3.loss_mask: 0.4553, decode.d3.loss_dice: 0.7180, decode.d4.loss_cls: 0.2286, decode.d4.loss_mask: 0.4538, decode.d4.loss_dice: 0.7144, decode.d5.loss_cls: 0.2234, decode.d5.loss_mask: 0.4529, decode.d5.loss_dice: 0.7108, decode.d6.loss_cls: 0.2225, decode.d6.loss_mask: 0.4513, decode.d6.loss_dice: 0.7103, decode.d7.loss_cls: 0.2091, decode.d7.loss_mask: 0.4513, decode.d7.loss_dice: 0.7144, decode.d8.loss_cls: 0.2135, decode.d8.loss_mask: 0.4510, decode.d8.loss_dice: 0.7082, loss: 15.8666 2022-04-27 08:53:12,561 - mmseg - INFO - Iter [107050/160000] lr: 4.752e-07, eta: 15:57:28, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2134, decode.loss_mask: 0.4885, decode.loss_dice: 0.7510, decode.d0.loss_cls: 1.9145, decode.d0.loss_mask: 0.5281, decode.d0.loss_dice: 0.8601, decode.d1.loss_cls: 0.2933, decode.d1.loss_mask: 0.5089, decode.d1.loss_dice: 0.7896, decode.d2.loss_cls: 0.2515, decode.d2.loss_mask: 0.4985, decode.d2.loss_dice: 0.7719, decode.d3.loss_cls: 0.2346, decode.d3.loss_mask: 0.4931, decode.d3.loss_dice: 0.7581, decode.d4.loss_cls: 0.2210, decode.d4.loss_mask: 0.4914, decode.d4.loss_dice: 0.7577, decode.d5.loss_cls: 0.2141, decode.d5.loss_mask: 0.4919, decode.d5.loss_dice: 0.7547, decode.d6.loss_cls: 0.2170, decode.d6.loss_mask: 0.4885, decode.d6.loss_dice: 0.7478, decode.d7.loss_cls: 0.2165, decode.d7.loss_mask: 0.4886, decode.d7.loss_dice: 0.7505, decode.d8.loss_cls: 0.2143, decode.d8.loss_mask: 0.4878, decode.d8.loss_dice: 0.7497, loss: 16.6466 2022-04-27 08:54:04,990 - mmseg - INFO - Iter [107100/160000] lr: 4.747e-07, eta: 15:56:33, time: 1.049, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2076, decode.loss_mask: 0.4526, decode.loss_dice: 0.7034, decode.d0.loss_cls: 1.8407, decode.d0.loss_mask: 0.4971, decode.d0.loss_dice: 0.8113, decode.d1.loss_cls: 0.2888, decode.d1.loss_mask: 0.4683, decode.d1.loss_dice: 0.7504, decode.d2.loss_cls: 0.2532, decode.d2.loss_mask: 0.4607, decode.d2.loss_dice: 0.7212, decode.d3.loss_cls: 0.2293, decode.d3.loss_mask: 0.4540, decode.d3.loss_dice: 0.7051, decode.d4.loss_cls: 0.2168, decode.d4.loss_mask: 0.4545, decode.d4.loss_dice: 0.7053, decode.d5.loss_cls: 0.2094, decode.d5.loss_mask: 0.4531, decode.d5.loss_dice: 0.7095, decode.d6.loss_cls: 0.2022, decode.d6.loss_mask: 0.4532, decode.d6.loss_dice: 0.7027, decode.d7.loss_cls: 0.2093, decode.d7.loss_mask: 0.4539, decode.d7.loss_dice: 0.7014, decode.d8.loss_cls: 0.2075, decode.d8.loss_mask: 0.4534, decode.d8.loss_dice: 0.7070, loss: 15.6830 2022-04-27 08:54:57,435 - mmseg - INFO - Iter [107150/160000] lr: 4.743e-07, eta: 15:55:38, time: 1.049, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2192, decode.loss_mask: 0.4499, decode.loss_dice: 0.7156, decode.d0.loss_cls: 1.9370, decode.d0.loss_mask: 0.4920, decode.d0.loss_dice: 0.8224, decode.d1.loss_cls: 0.3136, decode.d1.loss_mask: 0.4697, decode.d1.loss_dice: 0.7609, decode.d2.loss_cls: 0.2647, decode.d2.loss_mask: 0.4598, decode.d2.loss_dice: 0.7334, decode.d3.loss_cls: 0.2443, decode.d3.loss_mask: 0.4542, decode.d3.loss_dice: 0.7223, decode.d4.loss_cls: 0.2243, decode.d4.loss_mask: 0.4527, decode.d4.loss_dice: 0.7207, decode.d5.loss_cls: 0.2250, decode.d5.loss_mask: 0.4516, decode.d5.loss_dice: 0.7204, decode.d6.loss_cls: 0.2147, decode.d6.loss_mask: 0.4527, decode.d6.loss_dice: 0.7192, decode.d7.loss_cls: 0.2175, decode.d7.loss_mask: 0.4506, decode.d7.loss_dice: 0.7171, decode.d8.loss_cls: 0.2176, decode.d8.loss_mask: 0.4510, decode.d8.loss_dice: 0.7160, loss: 16.0103 2022-04-27 08:55:49,491 - mmseg - INFO - Iter [107200/160000] lr: 4.738e-07, eta: 15:54:42, time: 1.041, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2184, decode.loss_mask: 0.4444, decode.loss_dice: 0.7241, decode.d0.loss_cls: 1.9660, decode.d0.loss_mask: 0.4888, decode.d0.loss_dice: 0.8388, decode.d1.loss_cls: 0.3241, decode.d1.loss_mask: 0.4642, decode.d1.loss_dice: 0.7672, decode.d2.loss_cls: 0.2711, decode.d2.loss_mask: 0.4516, decode.d2.loss_dice: 0.7490, decode.d3.loss_cls: 0.2429, decode.d3.loss_mask: 0.4491, decode.d3.loss_dice: 0.7332, decode.d4.loss_cls: 0.2324, decode.d4.loss_mask: 0.4480, decode.d4.loss_dice: 0.7338, decode.d5.loss_cls: 0.2360, decode.d5.loss_mask: 0.4442, decode.d5.loss_dice: 0.7275, decode.d6.loss_cls: 0.2317, decode.d6.loss_mask: 0.4415, decode.d6.loss_dice: 0.7220, decode.d7.loss_cls: 0.2270, decode.d7.loss_mask: 0.4452, decode.d7.loss_dice: 0.7229, decode.d8.loss_cls: 0.2254, decode.d8.loss_mask: 0.4433, decode.d8.loss_dice: 0.7217, loss: 16.1353 2022-04-27 08:56:41,303 - mmseg - INFO - Iter [107250/160000] lr: 4.734e-07, eta: 15:53:47, time: 1.036, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2153, decode.loss_mask: 0.4597, decode.loss_dice: 0.7209, decode.d0.loss_cls: 1.8840, decode.d0.loss_mask: 0.5028, decode.d0.loss_dice: 0.8245, decode.d1.loss_cls: 0.2999, decode.d1.loss_mask: 0.4778, decode.d1.loss_dice: 0.7646, decode.d2.loss_cls: 0.2514, decode.d2.loss_mask: 0.4674, decode.d2.loss_dice: 0.7412, decode.d3.loss_cls: 0.2365, decode.d3.loss_mask: 0.4635, decode.d3.loss_dice: 0.7244, decode.d4.loss_cls: 0.2315, decode.d4.loss_mask: 0.4636, decode.d4.loss_dice: 0.7243, decode.d5.loss_cls: 0.2195, decode.d5.loss_mask: 0.4612, decode.d5.loss_dice: 0.7211, decode.d6.loss_cls: 0.2193, decode.d6.loss_mask: 0.4612, decode.d6.loss_dice: 0.7203, decode.d7.loss_cls: 0.2203, decode.d7.loss_mask: 0.4603, decode.d7.loss_dice: 0.7199, decode.d8.loss_cls: 0.2106, decode.d8.loss_mask: 0.4607, decode.d8.loss_dice: 0.7206, loss: 16.0484 2022-04-27 08:57:33,239 - mmseg - INFO - Iter [107300/160000] lr: 4.729e-07, eta: 15:52:52, time: 1.039, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2169, decode.loss_mask: 0.4638, decode.loss_dice: 0.7284, decode.d0.loss_cls: 1.9267, decode.d0.loss_mask: 0.5134, decode.d0.loss_dice: 0.8447, decode.d1.loss_cls: 0.3137, decode.d1.loss_mask: 0.4820, decode.d1.loss_dice: 0.7748, decode.d2.loss_cls: 0.2675, decode.d2.loss_mask: 0.4722, decode.d2.loss_dice: 0.7506, decode.d3.loss_cls: 0.2420, decode.d3.loss_mask: 0.4708, decode.d3.loss_dice: 0.7391, decode.d4.loss_cls: 0.2354, decode.d4.loss_mask: 0.4656, decode.d4.loss_dice: 0.7320, decode.d5.loss_cls: 0.2273, decode.d5.loss_mask: 0.4648, decode.d5.loss_dice: 0.7356, decode.d6.loss_cls: 0.2317, decode.d6.loss_mask: 0.4623, decode.d6.loss_dice: 0.7283, decode.d7.loss_cls: 0.2217, decode.d7.loss_mask: 0.4640, decode.d7.loss_dice: 0.7299, decode.d8.loss_cls: 0.2250, decode.d8.loss_mask: 0.4647, decode.d8.loss_dice: 0.7283, loss: 16.3233 2022-04-27 08:58:26,118 - mmseg - INFO - Iter [107350/160000] lr: 4.725e-07, eta: 15:51:57, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2112, decode.loss_mask: 0.4618, decode.loss_dice: 0.7235, decode.d0.loss_cls: 1.9042, decode.d0.loss_mask: 0.5102, decode.d0.loss_dice: 0.8278, decode.d1.loss_cls: 0.2998, decode.d1.loss_mask: 0.4818, decode.d1.loss_dice: 0.7636, decode.d2.loss_cls: 0.2452, decode.d2.loss_mask: 0.4724, decode.d2.loss_dice: 0.7419, decode.d3.loss_cls: 0.2318, decode.d3.loss_mask: 0.4672, decode.d3.loss_dice: 0.7246, decode.d4.loss_cls: 0.2248, decode.d4.loss_mask: 0.4665, decode.d4.loss_dice: 0.7263, decode.d5.loss_cls: 0.2216, decode.d5.loss_mask: 0.4620, decode.d5.loss_dice: 0.7238, decode.d6.loss_cls: 0.2122, decode.d6.loss_mask: 0.4615, decode.d6.loss_dice: 0.7196, decode.d7.loss_cls: 0.2105, decode.d7.loss_mask: 0.4625, decode.d7.loss_dice: 0.7186, decode.d8.loss_cls: 0.2083, decode.d8.loss_mask: 0.4628, decode.d8.loss_dice: 0.7178, loss: 16.0659 2022-04-27 08:59:20,836 - mmseg - INFO - Iter [107400/160000] lr: 4.720e-07, eta: 15:51:03, time: 1.094, data_time: 0.062, memory: 64049, decode.loss_cls: 0.2145, decode.loss_mask: 0.4524, decode.loss_dice: 0.7108, decode.d0.loss_cls: 1.8909, decode.d0.loss_mask: 0.4981, decode.d0.loss_dice: 0.8214, decode.d1.loss_cls: 0.3011, decode.d1.loss_mask: 0.4712, decode.d1.loss_dice: 0.7586, decode.d2.loss_cls: 0.2552, decode.d2.loss_mask: 0.4623, decode.d2.loss_dice: 0.7328, decode.d3.loss_cls: 0.2343, decode.d3.loss_mask: 0.4585, decode.d3.loss_dice: 0.7199, decode.d4.loss_cls: 0.2256, decode.d4.loss_mask: 0.4560, decode.d4.loss_dice: 0.7158, decode.d5.loss_cls: 0.2203, decode.d5.loss_mask: 0.4564, decode.d5.loss_dice: 0.7187, decode.d6.loss_cls: 0.2192, decode.d6.loss_mask: 0.4550, decode.d6.loss_dice: 0.7117, decode.d7.loss_cls: 0.2142, decode.d7.loss_mask: 0.4546, decode.d7.loss_dice: 0.7148, decode.d8.loss_cls: 0.2119, decode.d8.loss_mask: 0.4538, decode.d8.loss_dice: 0.7140, loss: 15.9241 2022-04-27 09:00:12,875 - mmseg - INFO - Iter [107450/160000] lr: 4.716e-07, eta: 15:50:07, time: 1.041, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2077, decode.loss_mask: 0.4618, decode.loss_dice: 0.6996, decode.d0.loss_cls: 1.8752, decode.d0.loss_mask: 0.5070, decode.d0.loss_dice: 0.8085, decode.d1.loss_cls: 0.2895, decode.d1.loss_mask: 0.4793, decode.d1.loss_dice: 0.7395, decode.d2.loss_cls: 0.2474, decode.d2.loss_mask: 0.4687, decode.d2.loss_dice: 0.7182, decode.d3.loss_cls: 0.2237, decode.d3.loss_mask: 0.4678, decode.d3.loss_dice: 0.7032, decode.d4.loss_cls: 0.2165, decode.d4.loss_mask: 0.4642, decode.d4.loss_dice: 0.7015, decode.d5.loss_cls: 0.2096, decode.d5.loss_mask: 0.4649, decode.d5.loss_dice: 0.7004, decode.d6.loss_cls: 0.2135, decode.d6.loss_mask: 0.4618, decode.d6.loss_dice: 0.6996, decode.d7.loss_cls: 0.2095, decode.d7.loss_mask: 0.4612, decode.d7.loss_dice: 0.6975, decode.d8.loss_cls: 0.2090, decode.d8.loss_mask: 0.4627, decode.d8.loss_dice: 0.6986, loss: 15.7677 2022-04-27 09:01:05,735 - mmseg - INFO - Iter [107500/160000] lr: 4.711e-07, eta: 15:49:12, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2113, decode.loss_mask: 0.4687, decode.loss_dice: 0.7198, decode.d0.loss_cls: 1.9170, decode.d0.loss_mask: 0.5112, decode.d0.loss_dice: 0.8257, decode.d1.loss_cls: 0.2887, decode.d1.loss_mask: 0.4842, decode.d1.loss_dice: 0.7590, decode.d2.loss_cls: 0.2506, decode.d2.loss_mask: 0.4752, decode.d2.loss_dice: 0.7442, decode.d3.loss_cls: 0.2284, decode.d3.loss_mask: 0.4721, decode.d3.loss_dice: 0.7289, decode.d4.loss_cls: 0.2173, decode.d4.loss_mask: 0.4710, decode.d4.loss_dice: 0.7275, decode.d5.loss_cls: 0.2163, decode.d5.loss_mask: 0.4706, decode.d5.loss_dice: 0.7224, decode.d6.loss_cls: 0.2092, decode.d6.loss_mask: 0.4714, decode.d6.loss_dice: 0.7218, decode.d7.loss_cls: 0.2116, decode.d7.loss_mask: 0.4686, decode.d7.loss_dice: 0.7204, decode.d8.loss_cls: 0.2096, decode.d8.loss_mask: 0.4678, decode.d8.loss_dice: 0.7174, loss: 16.1079 2022-04-27 09:01:58,105 - mmseg - INFO - Iter [107550/160000] lr: 4.707e-07, eta: 15:48:17, time: 1.047, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2044, decode.loss_mask: 0.4522, decode.loss_dice: 0.7317, decode.d0.loss_cls: 1.8864, decode.d0.loss_mask: 0.4923, decode.d0.loss_dice: 0.8392, decode.d1.loss_cls: 0.2958, decode.d1.loss_mask: 0.4651, decode.d1.loss_dice: 0.7713, decode.d2.loss_cls: 0.2577, decode.d2.loss_mask: 0.4565, decode.d2.loss_dice: 0.7532, decode.d3.loss_cls: 0.2297, decode.d3.loss_mask: 0.4543, decode.d3.loss_dice: 0.7403, decode.d4.loss_cls: 0.2188, decode.d4.loss_mask: 0.4531, decode.d4.loss_dice: 0.7415, decode.d5.loss_cls: 0.2168, decode.d5.loss_mask: 0.4531, decode.d5.loss_dice: 0.7378, decode.d6.loss_cls: 0.2149, decode.d6.loss_mask: 0.4508, decode.d6.loss_dice: 0.7321, decode.d7.loss_cls: 0.2096, decode.d7.loss_mask: 0.4514, decode.d7.loss_dice: 0.7353, decode.d8.loss_cls: 0.2064, decode.d8.loss_mask: 0.4514, decode.d8.loss_dice: 0.7326, loss: 16.0355 2022-04-27 09:02:51,022 - mmseg - INFO - Iter [107600/160000] lr: 4.702e-07, eta: 15:47:22, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2302, decode.loss_mask: 0.4463, decode.loss_dice: 0.7136, decode.d0.loss_cls: 1.8760, decode.d0.loss_mask: 0.4878, decode.d0.loss_dice: 0.8246, decode.d1.loss_cls: 0.3163, decode.d1.loss_mask: 0.4633, decode.d1.loss_dice: 0.7609, decode.d2.loss_cls: 0.2649, decode.d2.loss_mask: 0.4557, decode.d2.loss_dice: 0.7374, decode.d3.loss_cls: 0.2470, decode.d3.loss_mask: 0.4510, decode.d3.loss_dice: 0.7196, decode.d4.loss_cls: 0.2399, decode.d4.loss_mask: 0.4486, decode.d4.loss_dice: 0.7178, decode.d5.loss_cls: 0.2286, decode.d5.loss_mask: 0.4458, decode.d5.loss_dice: 0.7175, decode.d6.loss_cls: 0.2340, decode.d6.loss_mask: 0.4453, decode.d6.loss_dice: 0.7121, decode.d7.loss_cls: 0.2248, decode.d7.loss_mask: 0.4471, decode.d7.loss_dice: 0.7142, decode.d8.loss_cls: 0.2294, decode.d8.loss_mask: 0.4472, decode.d8.loss_dice: 0.7117, loss: 15.9586 2022-04-27 09:03:43,316 - mmseg - INFO - Iter [107650/160000] lr: 4.698e-07, eta: 15:46:27, time: 1.044, data_time: 0.013, memory: 64049, decode.loss_cls: 0.2308, decode.loss_mask: 0.4693, decode.loss_dice: 0.7273, decode.d0.loss_cls: 1.8950, decode.d0.loss_mask: 0.5192, decode.d0.loss_dice: 0.8334, decode.d1.loss_cls: 0.3263, decode.d1.loss_mask: 0.4888, decode.d1.loss_dice: 0.7697, decode.d2.loss_cls: 0.2777, decode.d2.loss_mask: 0.4812, decode.d2.loss_dice: 0.7441, decode.d3.loss_cls: 0.2517, decode.d3.loss_mask: 0.4775, decode.d3.loss_dice: 0.7340, decode.d4.loss_cls: 0.2477, decode.d4.loss_mask: 0.4746, decode.d4.loss_dice: 0.7307, decode.d5.loss_cls: 0.2384, decode.d5.loss_mask: 0.4729, decode.d5.loss_dice: 0.7286, decode.d6.loss_cls: 0.2294, decode.d6.loss_mask: 0.4720, decode.d6.loss_dice: 0.7274, decode.d7.loss_cls: 0.2316, decode.d7.loss_mask: 0.4710, decode.d7.loss_dice: 0.7261, decode.d8.loss_cls: 0.2284, decode.d8.loss_mask: 0.4706, decode.d8.loss_dice: 0.7251, loss: 16.4002 2022-04-27 09:04:36,137 - mmseg - INFO - Iter [107700/160000] lr: 4.693e-07, eta: 15:45:32, time: 1.056, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2278, decode.loss_mask: 0.4582, decode.loss_dice: 0.7292, decode.d0.loss_cls: 1.9407, decode.d0.loss_mask: 0.5114, decode.d0.loss_dice: 0.8447, decode.d1.loss_cls: 0.3322, decode.d1.loss_mask: 0.4767, decode.d1.loss_dice: 0.7749, decode.d2.loss_cls: 0.2694, decode.d2.loss_mask: 0.4680, decode.d2.loss_dice: 0.7497, decode.d3.loss_cls: 0.2454, decode.d3.loss_mask: 0.4616, decode.d3.loss_dice: 0.7423, decode.d4.loss_cls: 0.2429, decode.d4.loss_mask: 0.4601, decode.d4.loss_dice: 0.7336, decode.d5.loss_cls: 0.2390, decode.d5.loss_mask: 0.4596, decode.d5.loss_dice: 0.7306, decode.d6.loss_cls: 0.2311, decode.d6.loss_mask: 0.4604, decode.d6.loss_dice: 0.7260, decode.d7.loss_cls: 0.2275, decode.d7.loss_mask: 0.4604, decode.d7.loss_dice: 0.7311, decode.d8.loss_cls: 0.2277, decode.d8.loss_mask: 0.4590, decode.d8.loss_dice: 0.7289, loss: 16.3502 2022-04-27 09:05:28,121 - mmseg - INFO - Iter [107750/160000] lr: 4.689e-07, eta: 15:44:37, time: 1.042, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2095, decode.loss_mask: 0.4553, decode.loss_dice: 0.7233, decode.d0.loss_cls: 1.9231, decode.d0.loss_mask: 0.4993, decode.d0.loss_dice: 0.8423, decode.d1.loss_cls: 0.3061, decode.d1.loss_mask: 0.4721, decode.d1.loss_dice: 0.7757, decode.d2.loss_cls: 0.2582, decode.d2.loss_mask: 0.4625, decode.d2.loss_dice: 0.7500, decode.d3.loss_cls: 0.2353, decode.d3.loss_mask: 0.4590, decode.d3.loss_dice: 0.7352, decode.d4.loss_cls: 0.2254, decode.d4.loss_mask: 0.4598, decode.d4.loss_dice: 0.7352, decode.d5.loss_cls: 0.2267, decode.d5.loss_mask: 0.4572, decode.d5.loss_dice: 0.7309, decode.d6.loss_cls: 0.2204, decode.d6.loss_mask: 0.4553, decode.d6.loss_dice: 0.7265, decode.d7.loss_cls: 0.2208, decode.d7.loss_mask: 0.4542, decode.d7.loss_dice: 0.7264, decode.d8.loss_cls: 0.2148, decode.d8.loss_mask: 0.4556, decode.d8.loss_dice: 0.7269, loss: 16.1432 2022-04-27 09:06:19,824 - mmseg - INFO - Iter [107800/160000] lr: 4.684e-07, eta: 15:43:42, time: 1.034, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2450, decode.loss_mask: 0.4720, decode.loss_dice: 0.7144, decode.d0.loss_cls: 1.9780, decode.d0.loss_mask: 0.5185, decode.d0.loss_dice: 0.8378, decode.d1.loss_cls: 0.3296, decode.d1.loss_mask: 0.4882, decode.d1.loss_dice: 0.7635, decode.d2.loss_cls: 0.2840, decode.d2.loss_mask: 0.4789, decode.d2.loss_dice: 0.7395, decode.d3.loss_cls: 0.2708, decode.d3.loss_mask: 0.4737, decode.d3.loss_dice: 0.7231, decode.d4.loss_cls: 0.2587, decode.d4.loss_mask: 0.4739, decode.d4.loss_dice: 0.7204, decode.d5.loss_cls: 0.2595, decode.d5.loss_mask: 0.4731, decode.d5.loss_dice: 0.7222, decode.d6.loss_cls: 0.2467, decode.d6.loss_mask: 0.4737, decode.d6.loss_dice: 0.7181, decode.d7.loss_cls: 0.2477, decode.d7.loss_mask: 0.4721, decode.d7.loss_dice: 0.7126, decode.d8.loss_cls: 0.2502, decode.d8.loss_mask: 0.4727, decode.d8.loss_dice: 0.7165, loss: 16.5352 2022-04-27 09:07:12,105 - mmseg - INFO - Iter [107850/160000] lr: 4.680e-07, eta: 15:42:46, time: 1.046, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2397, decode.loss_mask: 0.4555, decode.loss_dice: 0.7279, decode.d0.loss_cls: 1.9168, decode.d0.loss_mask: 0.5011, decode.d0.loss_dice: 0.8387, decode.d1.loss_cls: 0.3206, decode.d1.loss_mask: 0.4733, decode.d1.loss_dice: 0.7728, decode.d2.loss_cls: 0.2791, decode.d2.loss_mask: 0.4652, decode.d2.loss_dice: 0.7519, decode.d3.loss_cls: 0.2625, decode.d3.loss_mask: 0.4615, decode.d3.loss_dice: 0.7376, decode.d4.loss_cls: 0.2439, decode.d4.loss_mask: 0.4605, decode.d4.loss_dice: 0.7371, decode.d5.loss_cls: 0.2409, decode.d5.loss_mask: 0.4587, decode.d5.loss_dice: 0.7339, decode.d6.loss_cls: 0.2424, decode.d6.loss_mask: 0.4571, decode.d6.loss_dice: 0.7315, decode.d7.loss_cls: 0.2411, decode.d7.loss_mask: 0.4569, decode.d7.loss_dice: 0.7315, decode.d8.loss_cls: 0.2416, decode.d8.loss_mask: 0.4563, decode.d8.loss_dice: 0.7282, loss: 16.3656 2022-04-27 09:08:04,232 - mmseg - INFO - Iter [107900/160000] lr: 4.675e-07, eta: 15:41:51, time: 1.043, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1994, decode.loss_mask: 0.4589, decode.loss_dice: 0.7118, decode.d0.loss_cls: 1.8709, decode.d0.loss_mask: 0.5015, decode.d0.loss_dice: 0.8107, decode.d1.loss_cls: 0.2818, decode.d1.loss_mask: 0.4737, decode.d1.loss_dice: 0.7516, decode.d2.loss_cls: 0.2405, decode.d2.loss_mask: 0.4646, decode.d2.loss_dice: 0.7306, decode.d3.loss_cls: 0.2185, decode.d3.loss_mask: 0.4619, decode.d3.loss_dice: 0.7160, decode.d4.loss_cls: 0.2127, decode.d4.loss_mask: 0.4610, decode.d4.loss_dice: 0.7172, decode.d5.loss_cls: 0.2116, decode.d5.loss_mask: 0.4603, decode.d5.loss_dice: 0.7154, decode.d6.loss_cls: 0.2081, decode.d6.loss_mask: 0.4597, decode.d6.loss_dice: 0.7087, decode.d7.loss_cls: 0.2004, decode.d7.loss_mask: 0.4586, decode.d7.loss_dice: 0.7101, decode.d8.loss_cls: 0.2022, decode.d8.loss_mask: 0.4584, decode.d8.loss_dice: 0.7107, loss: 15.7878 2022-04-27 09:08:56,995 - mmseg - INFO - Iter [107950/160000] lr: 4.671e-07, eta: 15:40:56, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2104, decode.loss_mask: 0.4571, decode.loss_dice: 0.7148, decode.d0.loss_cls: 1.9097, decode.d0.loss_mask: 0.4990, decode.d0.loss_dice: 0.8103, decode.d1.loss_cls: 0.2971, decode.d1.loss_mask: 0.4706, decode.d1.loss_dice: 0.7528, decode.d2.loss_cls: 0.2573, decode.d2.loss_mask: 0.4645, decode.d2.loss_dice: 0.7335, decode.d3.loss_cls: 0.2350, decode.d3.loss_mask: 0.4588, decode.d3.loss_dice: 0.7159, decode.d4.loss_cls: 0.2269, decode.d4.loss_mask: 0.4591, decode.d4.loss_dice: 0.7169, decode.d5.loss_cls: 0.2218, decode.d5.loss_mask: 0.4585, decode.d5.loss_dice: 0.7139, decode.d6.loss_cls: 0.2167, decode.d6.loss_mask: 0.4584, decode.d6.loss_dice: 0.7118, decode.d7.loss_cls: 0.2201, decode.d7.loss_mask: 0.4563, decode.d7.loss_dice: 0.7137, decode.d8.loss_cls: 0.2116, decode.d8.loss_mask: 0.4555, decode.d8.loss_dice: 0.7110, loss: 15.9391 2022-04-27 09:09:49,053 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 09:09:49,057 - mmseg - INFO - Iter [108000/160000] lr: 4.666e-07, eta: 15:40:01, time: 1.042, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2283, decode.loss_mask: 0.4684, decode.loss_dice: 0.7305, decode.d0.loss_cls: 1.9103, decode.d0.loss_mask: 0.5154, decode.d0.loss_dice: 0.8539, decode.d1.loss_cls: 0.3195, decode.d1.loss_mask: 0.4859, decode.d1.loss_dice: 0.7825, decode.d2.loss_cls: 0.2677, decode.d2.loss_mask: 0.4756, decode.d2.loss_dice: 0.7600, decode.d3.loss_cls: 0.2499, decode.d3.loss_mask: 0.4756, decode.d3.loss_dice: 0.7420, decode.d4.loss_cls: 0.2302, decode.d4.loss_mask: 0.4733, decode.d4.loss_dice: 0.7415, decode.d5.loss_cls: 0.2326, decode.d5.loss_mask: 0.4711, decode.d5.loss_dice: 0.7385, decode.d6.loss_cls: 0.2297, decode.d6.loss_mask: 0.4697, decode.d6.loss_dice: 0.7345, decode.d7.loss_cls: 0.2276, decode.d7.loss_mask: 0.4687, decode.d7.loss_dice: 0.7348, decode.d8.loss_cls: 0.2314, decode.d8.loss_mask: 0.4675, decode.d8.loss_dice: 0.7341, loss: 16.4509 2022-04-27 09:10:40,938 - mmseg - INFO - Iter [108050/160000] lr: 4.662e-07, eta: 15:39:06, time: 1.038, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2223, decode.loss_mask: 0.4652, decode.loss_dice: 0.7187, decode.d0.loss_cls: 1.9300, decode.d0.loss_mask: 0.5081, decode.d0.loss_dice: 0.8407, decode.d1.loss_cls: 0.3128, decode.d1.loss_mask: 0.4841, decode.d1.loss_dice: 0.7743, decode.d2.loss_cls: 0.2644, decode.d2.loss_mask: 0.4736, decode.d2.loss_dice: 0.7428, decode.d3.loss_cls: 0.2454, decode.d3.loss_mask: 0.4684, decode.d3.loss_dice: 0.7265, decode.d4.loss_cls: 0.2341, decode.d4.loss_mask: 0.4684, decode.d4.loss_dice: 0.7228, decode.d5.loss_cls: 0.2270, decode.d5.loss_mask: 0.4684, decode.d5.loss_dice: 0.7253, decode.d6.loss_cls: 0.2224, decode.d6.loss_mask: 0.4651, decode.d6.loss_dice: 0.7185, decode.d7.loss_cls: 0.2203, decode.d7.loss_mask: 0.4654, decode.d7.loss_dice: 0.7162, decode.d8.loss_cls: 0.2153, decode.d8.loss_mask: 0.4652, decode.d8.loss_dice: 0.7195, loss: 16.2313 2022-04-27 09:11:33,669 - mmseg - INFO - Iter [108100/160000] lr: 4.657e-07, eta: 15:38:11, time: 1.055, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2194, decode.loss_mask: 0.4504, decode.loss_dice: 0.7230, decode.d0.loss_cls: 1.9244, decode.d0.loss_mask: 0.4932, decode.d0.loss_dice: 0.8324, decode.d1.loss_cls: 0.3130, decode.d1.loss_mask: 0.4646, decode.d1.loss_dice: 0.7691, decode.d2.loss_cls: 0.2638, decode.d2.loss_mask: 0.4582, decode.d2.loss_dice: 0.7477, decode.d3.loss_cls: 0.2470, decode.d3.loss_mask: 0.4553, decode.d3.loss_dice: 0.7267, decode.d4.loss_cls: 0.2367, decode.d4.loss_mask: 0.4537, decode.d4.loss_dice: 0.7276, decode.d5.loss_cls: 0.2274, decode.d5.loss_mask: 0.4528, decode.d5.loss_dice: 0.7338, decode.d6.loss_cls: 0.2267, decode.d6.loss_mask: 0.4529, decode.d6.loss_dice: 0.7209, decode.d7.loss_cls: 0.2228, decode.d7.loss_mask: 0.4514, decode.d7.loss_dice: 0.7256, decode.d8.loss_cls: 0.2271, decode.d8.loss_mask: 0.4502, decode.d8.loss_dice: 0.7232, loss: 16.1209 2022-04-27 09:12:26,242 - mmseg - INFO - Iter [108150/160000] lr: 4.653e-07, eta: 15:37:16, time: 1.051, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2189, decode.loss_mask: 0.4334, decode.loss_dice: 0.7010, decode.d0.loss_cls: 1.9293, decode.d0.loss_mask: 0.4792, decode.d0.loss_dice: 0.8190, decode.d1.loss_cls: 0.3142, decode.d1.loss_mask: 0.4508, decode.d1.loss_dice: 0.7441, decode.d2.loss_cls: 0.2576, decode.d2.loss_mask: 0.4429, decode.d2.loss_dice: 0.7194, decode.d3.loss_cls: 0.2372, decode.d3.loss_mask: 0.4402, decode.d3.loss_dice: 0.7110, decode.d4.loss_cls: 0.2281, decode.d4.loss_mask: 0.4372, decode.d4.loss_dice: 0.7071, decode.d5.loss_cls: 0.2204, decode.d5.loss_mask: 0.4365, decode.d5.loss_dice: 0.7079, decode.d6.loss_cls: 0.2220, decode.d6.loss_mask: 0.4353, decode.d6.loss_dice: 0.7044, decode.d7.loss_cls: 0.2193, decode.d7.loss_mask: 0.4339, decode.d7.loss_dice: 0.7080, decode.d8.loss_cls: 0.2169, decode.d8.loss_mask: 0.4345, decode.d8.loss_dice: 0.7027, loss: 15.7125 2022-04-27 09:13:17,997 - mmseg - INFO - Iter [108200/160000] lr: 4.648e-07, eta: 15:36:20, time: 1.035, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2287, decode.loss_mask: 0.4641, decode.loss_dice: 0.7200, decode.d0.loss_cls: 1.8752, decode.d0.loss_mask: 0.5146, decode.d0.loss_dice: 0.8299, decode.d1.loss_cls: 0.3083, decode.d1.loss_mask: 0.4805, decode.d1.loss_dice: 0.7653, decode.d2.loss_cls: 0.2702, decode.d2.loss_mask: 0.4743, decode.d2.loss_dice: 0.7438, decode.d3.loss_cls: 0.2535, decode.d3.loss_mask: 0.4696, decode.d3.loss_dice: 0.7251, decode.d4.loss_cls: 0.2395, decode.d4.loss_mask: 0.4681, decode.d4.loss_dice: 0.7263, decode.d5.loss_cls: 0.2332, decode.d5.loss_mask: 0.4679, decode.d5.loss_dice: 0.7225, decode.d6.loss_cls: 0.2299, decode.d6.loss_mask: 0.4667, decode.d6.loss_dice: 0.7209, decode.d7.loss_cls: 0.2319, decode.d7.loss_mask: 0.4653, decode.d7.loss_dice: 0.7253, decode.d8.loss_cls: 0.2303, decode.d8.loss_mask: 0.4647, decode.d8.loss_dice: 0.7212, loss: 16.2369 2022-04-27 09:14:09,913 - mmseg - INFO - Iter [108250/160000] lr: 4.644e-07, eta: 15:35:25, time: 1.038, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2227, decode.loss_mask: 0.4722, decode.loss_dice: 0.7283, decode.d0.loss_cls: 1.9204, decode.d0.loss_mask: 0.5125, decode.d0.loss_dice: 0.8284, decode.d1.loss_cls: 0.3119, decode.d1.loss_mask: 0.4885, decode.d1.loss_dice: 0.7719, decode.d2.loss_cls: 0.2697, decode.d2.loss_mask: 0.4812, decode.d2.loss_dice: 0.7521, decode.d3.loss_cls: 0.2507, decode.d3.loss_mask: 0.4777, decode.d3.loss_dice: 0.7323, decode.d4.loss_cls: 0.2379, decode.d4.loss_mask: 0.4750, decode.d4.loss_dice: 0.7350, decode.d5.loss_cls: 0.2306, decode.d5.loss_mask: 0.4742, decode.d5.loss_dice: 0.7330, decode.d6.loss_cls: 0.2313, decode.d6.loss_mask: 0.4723, decode.d6.loss_dice: 0.7300, decode.d7.loss_cls: 0.2319, decode.d7.loss_mask: 0.4722, decode.d7.loss_dice: 0.7271, decode.d8.loss_cls: 0.2250, decode.d8.loss_mask: 0.4722, decode.d8.loss_dice: 0.7251, loss: 16.3932 2022-04-27 09:15:01,700 - mmseg - INFO - Iter [108300/160000] lr: 4.640e-07, eta: 15:34:29, time: 1.036, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2335, decode.loss_mask: 0.4501, decode.loss_dice: 0.7126, decode.d0.loss_cls: 1.9240, decode.d0.loss_mask: 0.4938, decode.d0.loss_dice: 0.8271, decode.d1.loss_cls: 0.3216, decode.d1.loss_mask: 0.4652, decode.d1.loss_dice: 0.7660, decode.d2.loss_cls: 0.2788, decode.d2.loss_mask: 0.4566, decode.d2.loss_dice: 0.7421, decode.d3.loss_cls: 0.2534, decode.d3.loss_mask: 0.4535, decode.d3.loss_dice: 0.7260, decode.d4.loss_cls: 0.2426, decode.d4.loss_mask: 0.4511, decode.d4.loss_dice: 0.7221, decode.d5.loss_cls: 0.2431, decode.d5.loss_mask: 0.4524, decode.d5.loss_dice: 0.7191, decode.d6.loss_cls: 0.2410, decode.d6.loss_mask: 0.4507, decode.d6.loss_dice: 0.7186, decode.d7.loss_cls: 0.2352, decode.d7.loss_mask: 0.4488, decode.d7.loss_dice: 0.7140, decode.d8.loss_cls: 0.2334, decode.d8.loss_mask: 0.4490, decode.d8.loss_dice: 0.7130, loss: 16.1382 2022-04-27 09:15:53,688 - mmseg - INFO - Iter [108350/160000] lr: 4.635e-07, eta: 15:33:34, time: 1.040, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2043, decode.loss_mask: 0.4555, decode.loss_dice: 0.7133, decode.d0.loss_cls: 1.8669, decode.d0.loss_mask: 0.4988, decode.d0.loss_dice: 0.8158, decode.d1.loss_cls: 0.2987, decode.d1.loss_mask: 0.4706, decode.d1.loss_dice: 0.7529, decode.d2.loss_cls: 0.2449, decode.d2.loss_mask: 0.4663, decode.d2.loss_dice: 0.7367, decode.d3.loss_cls: 0.2201, decode.d3.loss_mask: 0.4619, decode.d3.loss_dice: 0.7292, decode.d4.loss_cls: 0.2154, decode.d4.loss_mask: 0.4594, decode.d4.loss_dice: 0.7267, decode.d5.loss_cls: 0.2077, decode.d5.loss_mask: 0.4593, decode.d5.loss_dice: 0.7195, decode.d6.loss_cls: 0.2031, decode.d6.loss_mask: 0.4577, decode.d6.loss_dice: 0.7179, decode.d7.loss_cls: 0.1996, decode.d7.loss_mask: 0.4581, decode.d7.loss_dice: 0.7179, decode.d8.loss_cls: 0.2006, decode.d8.loss_mask: 0.4575, decode.d8.loss_dice: 0.7151, loss: 15.8514 2022-04-27 09:16:45,889 - mmseg - INFO - Iter [108400/160000] lr: 4.631e-07, eta: 15:32:39, time: 1.044, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2114, decode.loss_mask: 0.4800, decode.loss_dice: 0.7307, decode.d0.loss_cls: 1.8885, decode.d0.loss_mask: 0.5289, decode.d0.loss_dice: 0.8282, decode.d1.loss_cls: 0.2919, decode.d1.loss_mask: 0.4979, decode.d1.loss_dice: 0.7702, decode.d2.loss_cls: 0.2507, decode.d2.loss_mask: 0.4889, decode.d2.loss_dice: 0.7489, decode.d3.loss_cls: 0.2286, decode.d3.loss_mask: 0.4857, decode.d3.loss_dice: 0.7379, decode.d4.loss_cls: 0.2166, decode.d4.loss_mask: 0.4840, decode.d4.loss_dice: 0.7400, decode.d5.loss_cls: 0.2105, decode.d5.loss_mask: 0.4841, decode.d5.loss_dice: 0.7327, decode.d6.loss_cls: 0.2126, decode.d6.loss_mask: 0.4807, decode.d6.loss_dice: 0.7296, decode.d7.loss_cls: 0.2110, decode.d7.loss_mask: 0.4810, decode.d7.loss_dice: 0.7299, decode.d8.loss_cls: 0.2090, decode.d8.loss_mask: 0.4801, decode.d8.loss_dice: 0.7308, loss: 16.3009 2022-04-27 09:17:37,663 - mmseg - INFO - Iter [108450/160000] lr: 4.626e-07, eta: 15:31:44, time: 1.035, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2287, decode.loss_mask: 0.4559, decode.loss_dice: 0.7011, decode.d0.loss_cls: 1.8940, decode.d0.loss_mask: 0.5050, decode.d0.loss_dice: 0.8041, decode.d1.loss_cls: 0.3078, decode.d1.loss_mask: 0.4759, decode.d1.loss_dice: 0.7464, decode.d2.loss_cls: 0.2593, decode.d2.loss_mask: 0.4672, decode.d2.loss_dice: 0.7207, decode.d3.loss_cls: 0.2446, decode.d3.loss_mask: 0.4599, decode.d3.loss_dice: 0.7084, decode.d4.loss_cls: 0.2403, decode.d4.loss_mask: 0.4596, decode.d4.loss_dice: 0.7058, decode.d5.loss_cls: 0.2352, decode.d5.loss_mask: 0.4592, decode.d5.loss_dice: 0.7054, decode.d6.loss_cls: 0.2367, decode.d6.loss_mask: 0.4585, decode.d6.loss_dice: 0.7035, decode.d7.loss_cls: 0.2322, decode.d7.loss_mask: 0.4579, decode.d7.loss_dice: 0.7030, decode.d8.loss_cls: 0.2298, decode.d8.loss_mask: 0.4585, decode.d8.loss_dice: 0.7008, loss: 15.9653 2022-04-27 09:18:29,810 - mmseg - INFO - Iter [108500/160000] lr: 4.622e-07, eta: 15:30:48, time: 1.041, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2145, decode.loss_mask: 0.4671, decode.loss_dice: 0.7380, decode.d0.loss_cls: 1.9112, decode.d0.loss_mask: 0.5127, decode.d0.loss_dice: 0.8448, decode.d1.loss_cls: 0.3170, decode.d1.loss_mask: 0.4813, decode.d1.loss_dice: 0.7820, decode.d2.loss_cls: 0.2611, decode.d2.loss_mask: 0.4746, decode.d2.loss_dice: 0.7581, decode.d3.loss_cls: 0.2426, decode.d3.loss_mask: 0.4718, decode.d3.loss_dice: 0.7478, decode.d4.loss_cls: 0.2412, decode.d4.loss_mask: 0.4720, decode.d4.loss_dice: 0.7423, decode.d5.loss_cls: 0.2269, decode.d5.loss_mask: 0.4694, decode.d5.loss_dice: 0.7423, decode.d6.loss_cls: 0.2235, decode.d6.loss_mask: 0.4690, decode.d6.loss_dice: 0.7426, decode.d7.loss_cls: 0.2190, decode.d7.loss_mask: 0.4685, decode.d7.loss_dice: 0.7429, decode.d8.loss_cls: 0.2173, decode.d8.loss_mask: 0.4680, decode.d8.loss_dice: 0.7397, loss: 16.4092 2022-04-27 09:19:21,650 - mmseg - INFO - Iter [108550/160000] lr: 4.617e-07, eta: 15:29:53, time: 1.037, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2197, decode.loss_mask: 0.4524, decode.loss_dice: 0.7238, decode.d0.loss_cls: 1.9102, decode.d0.loss_mask: 0.4978, decode.d0.loss_dice: 0.8273, decode.d1.loss_cls: 0.3059, decode.d1.loss_mask: 0.4712, decode.d1.loss_dice: 0.7703, decode.d2.loss_cls: 0.2605, decode.d2.loss_mask: 0.4608, decode.d2.loss_dice: 0.7476, decode.d3.loss_cls: 0.2396, decode.d3.loss_mask: 0.4570, decode.d3.loss_dice: 0.7302, decode.d4.loss_cls: 0.2303, decode.d4.loss_mask: 0.4578, decode.d4.loss_dice: 0.7304, decode.d5.loss_cls: 0.2256, decode.d5.loss_mask: 0.4573, decode.d5.loss_dice: 0.7323, decode.d6.loss_cls: 0.2206, decode.d6.loss_mask: 0.4550, decode.d6.loss_dice: 0.7270, decode.d7.loss_cls: 0.2162, decode.d7.loss_mask: 0.4538, decode.d7.loss_dice: 0.7249, decode.d8.loss_cls: 0.2224, decode.d8.loss_mask: 0.4541, decode.d8.loss_dice: 0.7256, loss: 16.1074 2022-04-27 09:20:13,779 - mmseg - INFO - Iter [108600/160000] lr: 4.613e-07, eta: 15:28:58, time: 1.044, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2329, decode.loss_mask: 0.4569, decode.loss_dice: 0.7309, decode.d0.loss_cls: 1.9035, decode.d0.loss_mask: 0.4928, decode.d0.loss_dice: 0.8391, decode.d1.loss_cls: 0.3195, decode.d1.loss_mask: 0.4711, decode.d1.loss_dice: 0.7758, decode.d2.loss_cls: 0.2768, decode.d2.loss_mask: 0.4600, decode.d2.loss_dice: 0.7587, decode.d3.loss_cls: 0.2533, decode.d3.loss_mask: 0.4590, decode.d3.loss_dice: 0.7442, decode.d4.loss_cls: 0.2485, decode.d4.loss_mask: 0.4593, decode.d4.loss_dice: 0.7370, decode.d5.loss_cls: 0.2404, decode.d5.loss_mask: 0.4575, decode.d5.loss_dice: 0.7368, decode.d6.loss_cls: 0.2337, decode.d6.loss_mask: 0.4543, decode.d6.loss_dice: 0.7355, decode.d7.loss_cls: 0.2369, decode.d7.loss_mask: 0.4558, decode.d7.loss_dice: 0.7341, decode.d8.loss_cls: 0.2381, decode.d8.loss_mask: 0.4541, decode.d8.loss_dice: 0.7316, loss: 16.3282 2022-04-27 09:21:08,875 - mmseg - INFO - Iter [108650/160000] lr: 4.608e-07, eta: 15:28:04, time: 1.102, data_time: 0.065, memory: 64049, decode.loss_cls: 0.2088, decode.loss_mask: 0.4565, decode.loss_dice: 0.7209, decode.d0.loss_cls: 1.9086, decode.d0.loss_mask: 0.5009, decode.d0.loss_dice: 0.8246, decode.d1.loss_cls: 0.3016, decode.d1.loss_mask: 0.4739, decode.d1.loss_dice: 0.7645, decode.d2.loss_cls: 0.2560, decode.d2.loss_mask: 0.4639, decode.d2.loss_dice: 0.7397, decode.d3.loss_cls: 0.2240, decode.d3.loss_mask: 0.4601, decode.d3.loss_dice: 0.7312, decode.d4.loss_cls: 0.2160, decode.d4.loss_mask: 0.4598, decode.d4.loss_dice: 0.7316, decode.d5.loss_cls: 0.2164, decode.d5.loss_mask: 0.4591, decode.d5.loss_dice: 0.7282, decode.d6.loss_cls: 0.2165, decode.d6.loss_mask: 0.4576, decode.d6.loss_dice: 0.7213, decode.d7.loss_cls: 0.2112, decode.d7.loss_mask: 0.4555, decode.d7.loss_dice: 0.7225, decode.d8.loss_cls: 0.2133, decode.d8.loss_mask: 0.4570, decode.d8.loss_dice: 0.7217, loss: 16.0231 2022-04-27 09:22:00,559 - mmseg - INFO - Iter [108700/160000] lr: 4.604e-07, eta: 15:27:09, time: 1.034, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2079, decode.loss_mask: 0.4678, decode.loss_dice: 0.7259, decode.d0.loss_cls: 1.9261, decode.d0.loss_mask: 0.5118, decode.d0.loss_dice: 0.8357, decode.d1.loss_cls: 0.3168, decode.d1.loss_mask: 0.4845, decode.d1.loss_dice: 0.7706, decode.d2.loss_cls: 0.2567, decode.d2.loss_mask: 0.4765, decode.d2.loss_dice: 0.7479, decode.d3.loss_cls: 0.2397, decode.d3.loss_mask: 0.4717, decode.d3.loss_dice: 0.7350, decode.d4.loss_cls: 0.2350, decode.d4.loss_mask: 0.4696, decode.d4.loss_dice: 0.7284, decode.d5.loss_cls: 0.2237, decode.d5.loss_mask: 0.4677, decode.d5.loss_dice: 0.7286, decode.d6.loss_cls: 0.2158, decode.d6.loss_mask: 0.4693, decode.d6.loss_dice: 0.7224, decode.d7.loss_cls: 0.2111, decode.d7.loss_mask: 0.4666, decode.d7.loss_dice: 0.7248, decode.d8.loss_cls: 0.2160, decode.d8.loss_mask: 0.4649, decode.d8.loss_dice: 0.7255, loss: 16.2442 2022-04-27 09:22:52,216 - mmseg - INFO - Iter [108750/160000] lr: 4.599e-07, eta: 15:26:13, time: 1.033, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2166, decode.loss_mask: 0.4673, decode.loss_dice: 0.7259, decode.d0.loss_cls: 1.8801, decode.d0.loss_mask: 0.5096, decode.d0.loss_dice: 0.8320, decode.d1.loss_cls: 0.3070, decode.d1.loss_mask: 0.4897, decode.d1.loss_dice: 0.7709, decode.d2.loss_cls: 0.2545, decode.d2.loss_mask: 0.4764, decode.d2.loss_dice: 0.7511, decode.d3.loss_cls: 0.2397, decode.d3.loss_mask: 0.4708, decode.d3.loss_dice: 0.7366, decode.d4.loss_cls: 0.2253, decode.d4.loss_mask: 0.4704, decode.d4.loss_dice: 0.7336, decode.d5.loss_cls: 0.2229, decode.d5.loss_mask: 0.4683, decode.d5.loss_dice: 0.7303, decode.d6.loss_cls: 0.2211, decode.d6.loss_mask: 0.4697, decode.d6.loss_dice: 0.7303, decode.d7.loss_cls: 0.2181, decode.d7.loss_mask: 0.4679, decode.d7.loss_dice: 0.7267, decode.d8.loss_cls: 0.2136, decode.d8.loss_mask: 0.4677, decode.d8.loss_dice: 0.7289, loss: 16.2230 2022-04-27 09:23:44,259 - mmseg - INFO - Iter [108800/160000] lr: 4.595e-07, eta: 15:25:18, time: 1.041, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2240, decode.loss_mask: 0.4723, decode.loss_dice: 0.7243, decode.d0.loss_cls: 1.9038, decode.d0.loss_mask: 0.5127, decode.d0.loss_dice: 0.8345, decode.d1.loss_cls: 0.2994, decode.d1.loss_mask: 0.4882, decode.d1.loss_dice: 0.7633, decode.d2.loss_cls: 0.2643, decode.d2.loss_mask: 0.4791, decode.d2.loss_dice: 0.7406, decode.d3.loss_cls: 0.2451, decode.d3.loss_mask: 0.4744, decode.d3.loss_dice: 0.7322, decode.d4.loss_cls: 0.2342, decode.d4.loss_mask: 0.4729, decode.d4.loss_dice: 0.7306, decode.d5.loss_cls: 0.2273, decode.d5.loss_mask: 0.4740, decode.d5.loss_dice: 0.7286, decode.d6.loss_cls: 0.2265, decode.d6.loss_mask: 0.4759, decode.d6.loss_dice: 0.7240, decode.d7.loss_cls: 0.2280, decode.d7.loss_mask: 0.4731, decode.d7.loss_dice: 0.7210, decode.d8.loss_cls: 0.2181, decode.d8.loss_mask: 0.4733, decode.d8.loss_dice: 0.7257, loss: 16.2916 2022-04-27 09:24:36,096 - mmseg - INFO - Iter [108850/160000] lr: 4.590e-07, eta: 15:24:23, time: 1.037, data_time: 0.013, memory: 64049, decode.loss_cls: 0.2135, decode.loss_mask: 0.4548, decode.loss_dice: 0.7057, decode.d0.loss_cls: 1.8894, decode.d0.loss_mask: 0.5023, decode.d0.loss_dice: 0.8098, decode.d1.loss_cls: 0.2981, decode.d1.loss_mask: 0.4755, decode.d1.loss_dice: 0.7476, decode.d2.loss_cls: 0.2487, decode.d2.loss_mask: 0.4634, decode.d2.loss_dice: 0.7257, decode.d3.loss_cls: 0.2352, decode.d3.loss_mask: 0.4601, decode.d3.loss_dice: 0.7112, decode.d4.loss_cls: 0.2216, decode.d4.loss_mask: 0.4626, decode.d4.loss_dice: 0.7126, decode.d5.loss_cls: 0.2109, decode.d5.loss_mask: 0.4599, decode.d5.loss_dice: 0.7108, decode.d6.loss_cls: 0.2181, decode.d6.loss_mask: 0.4563, decode.d6.loss_dice: 0.7031, decode.d7.loss_cls: 0.2130, decode.d7.loss_mask: 0.4567, decode.d7.loss_dice: 0.7046, decode.d8.loss_cls: 0.2167, decode.d8.loss_mask: 0.4560, decode.d8.loss_dice: 0.7067, loss: 15.8507 2022-04-27 09:25:28,585 - mmseg - INFO - Iter [108900/160000] lr: 4.586e-07, eta: 15:23:28, time: 1.050, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2393, decode.loss_mask: 0.4396, decode.loss_dice: 0.6944, decode.d0.loss_cls: 1.9158, decode.d0.loss_mask: 0.4829, decode.d0.loss_dice: 0.8155, decode.d1.loss_cls: 0.3284, decode.d1.loss_mask: 0.4548, decode.d1.loss_dice: 0.7432, decode.d2.loss_cls: 0.2796, decode.d2.loss_mask: 0.4464, decode.d2.loss_dice: 0.7240, decode.d3.loss_cls: 0.2633, decode.d3.loss_mask: 0.4434, decode.d3.loss_dice: 0.7053, decode.d4.loss_cls: 0.2506, decode.d4.loss_mask: 0.4431, decode.d4.loss_dice: 0.7066, decode.d5.loss_cls: 0.2483, decode.d5.loss_mask: 0.4431, decode.d5.loss_dice: 0.7090, decode.d6.loss_cls: 0.2408, decode.d6.loss_mask: 0.4417, decode.d6.loss_dice: 0.6983, decode.d7.loss_cls: 0.2449, decode.d7.loss_mask: 0.4405, decode.d7.loss_dice: 0.6959, decode.d8.loss_cls: 0.2413, decode.d8.loss_mask: 0.4399, decode.d8.loss_dice: 0.6978, loss: 15.9178 2022-04-27 09:26:20,487 - mmseg - INFO - Iter [108950/160000] lr: 4.581e-07, eta: 15:22:32, time: 1.038, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2212, decode.loss_mask: 0.4562, decode.loss_dice: 0.7090, decode.d0.loss_cls: 1.9172, decode.d0.loss_mask: 0.5013, decode.d0.loss_dice: 0.8188, decode.d1.loss_cls: 0.3042, decode.d1.loss_mask: 0.4751, decode.d1.loss_dice: 0.7533, decode.d2.loss_cls: 0.2705, decode.d2.loss_mask: 0.4637, decode.d2.loss_dice: 0.7268, decode.d3.loss_cls: 0.2425, decode.d3.loss_mask: 0.4594, decode.d3.loss_dice: 0.7149, decode.d4.loss_cls: 0.2336, decode.d4.loss_mask: 0.4584, decode.d4.loss_dice: 0.7141, decode.d5.loss_cls: 0.2226, decode.d5.loss_mask: 0.4597, decode.d5.loss_dice: 0.7142, decode.d6.loss_cls: 0.2203, decode.d6.loss_mask: 0.4584, decode.d6.loss_dice: 0.7132, decode.d7.loss_cls: 0.2245, decode.d7.loss_mask: 0.4571, decode.d7.loss_dice: 0.7119, decode.d8.loss_cls: 0.2289, decode.d8.loss_mask: 0.4568, decode.d8.loss_dice: 0.7122, loss: 16.0202 2022-04-27 09:27:12,340 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 09:27:12,344 - mmseg - INFO - Iter [109000/160000] lr: 4.577e-07, eta: 15:21:37, time: 1.037, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2148, decode.loss_mask: 0.4598, decode.loss_dice: 0.7216, decode.d0.loss_cls: 1.9049, decode.d0.loss_mask: 0.5043, decode.d0.loss_dice: 0.8344, decode.d1.loss_cls: 0.3037, decode.d1.loss_mask: 0.4727, decode.d1.loss_dice: 0.7585, decode.d2.loss_cls: 0.2529, decode.d2.loss_mask: 0.4649, decode.d2.loss_dice: 0.7397, decode.d3.loss_cls: 0.2236, decode.d3.loss_mask: 0.4625, decode.d3.loss_dice: 0.7271, decode.d4.loss_cls: 0.2223, decode.d4.loss_mask: 0.4629, decode.d4.loss_dice: 0.7225, decode.d5.loss_cls: 0.2157, decode.d5.loss_mask: 0.4606, decode.d5.loss_dice: 0.7205, decode.d6.loss_cls: 0.2119, decode.d6.loss_mask: 0.4588, decode.d6.loss_dice: 0.7179, decode.d7.loss_cls: 0.2068, decode.d7.loss_mask: 0.4598, decode.d7.loss_dice: 0.7214, decode.d8.loss_cls: 0.2092, decode.d8.loss_mask: 0.4600, decode.d8.loss_dice: 0.7249, loss: 16.0207 2022-04-27 09:28:04,588 - mmseg - INFO - Iter [109050/160000] lr: 4.572e-07, eta: 15:20:42, time: 1.045, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2232, decode.loss_mask: 0.4670, decode.loss_dice: 0.7364, decode.d0.loss_cls: 1.9403, decode.d0.loss_mask: 0.5116, decode.d0.loss_dice: 0.8459, decode.d1.loss_cls: 0.3229, decode.d1.loss_mask: 0.4828, decode.d1.loss_dice: 0.7838, decode.d2.loss_cls: 0.2657, decode.d2.loss_mask: 0.4782, decode.d2.loss_dice: 0.7603, decode.d3.loss_cls: 0.2403, decode.d3.loss_mask: 0.4752, decode.d3.loss_dice: 0.7475, decode.d4.loss_cls: 0.2349, decode.d4.loss_mask: 0.4726, decode.d4.loss_dice: 0.7485, decode.d5.loss_cls: 0.2334, decode.d5.loss_mask: 0.4692, decode.d5.loss_dice: 0.7417, decode.d6.loss_cls: 0.2288, decode.d6.loss_mask: 0.4699, decode.d6.loss_dice: 0.7380, decode.d7.loss_cls: 0.2257, decode.d7.loss_mask: 0.4681, decode.d7.loss_dice: 0.7396, decode.d8.loss_cls: 0.2242, decode.d8.loss_mask: 0.4679, decode.d8.loss_dice: 0.7410, loss: 16.4848 2022-04-27 09:28:56,435 - mmseg - INFO - Iter [109100/160000] lr: 4.568e-07, eta: 15:19:46, time: 1.036, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2159, decode.loss_mask: 0.4641, decode.loss_dice: 0.7097, decode.d0.loss_cls: 1.8984, decode.d0.loss_mask: 0.5098, decode.d0.loss_dice: 0.8261, decode.d1.loss_cls: 0.3162, decode.d1.loss_mask: 0.4814, decode.d1.loss_dice: 0.7501, decode.d2.loss_cls: 0.2602, decode.d2.loss_mask: 0.4733, decode.d2.loss_dice: 0.7333, decode.d3.loss_cls: 0.2379, decode.d3.loss_mask: 0.4665, decode.d3.loss_dice: 0.7154, decode.d4.loss_cls: 0.2273, decode.d4.loss_mask: 0.4660, decode.d4.loss_dice: 0.7186, decode.d5.loss_cls: 0.2253, decode.d5.loss_mask: 0.4649, decode.d5.loss_dice: 0.7167, decode.d6.loss_cls: 0.2255, decode.d6.loss_mask: 0.4641, decode.d6.loss_dice: 0.7112, decode.d7.loss_cls: 0.2152, decode.d7.loss_mask: 0.4639, decode.d7.loss_dice: 0.7135, decode.d8.loss_cls: 0.2142, decode.d8.loss_mask: 0.4652, decode.d8.loss_dice: 0.7147, loss: 16.0648 2022-04-27 09:29:48,336 - mmseg - INFO - Iter [109150/160000] lr: 4.563e-07, eta: 15:18:51, time: 1.039, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2245, decode.loss_mask: 0.4473, decode.loss_dice: 0.7048, decode.d0.loss_cls: 1.8798, decode.d0.loss_mask: 0.4907, decode.d0.loss_dice: 0.8106, decode.d1.loss_cls: 0.3001, decode.d1.loss_mask: 0.4665, decode.d1.loss_dice: 0.7486, decode.d2.loss_cls: 0.2642, decode.d2.loss_mask: 0.4595, decode.d2.loss_dice: 0.7276, decode.d3.loss_cls: 0.2495, decode.d3.loss_mask: 0.4528, decode.d3.loss_dice: 0.7124, decode.d4.loss_cls: 0.2339, decode.d4.loss_mask: 0.4518, decode.d4.loss_dice: 0.7135, decode.d5.loss_cls: 0.2339, decode.d5.loss_mask: 0.4489, decode.d5.loss_dice: 0.7112, decode.d6.loss_cls: 0.2203, decode.d6.loss_mask: 0.4481, decode.d6.loss_dice: 0.7066, decode.d7.loss_cls: 0.2239, decode.d7.loss_mask: 0.4498, decode.d7.loss_dice: 0.7095, decode.d8.loss_cls: 0.2279, decode.d8.loss_mask: 0.4484, decode.d8.loss_dice: 0.7037, loss: 15.8705 2022-04-27 09:30:40,579 - mmseg - INFO - Iter [109200/160000] lr: 4.559e-07, eta: 15:17:56, time: 1.043, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2083, decode.loss_mask: 0.4408, decode.loss_dice: 0.7131, decode.d0.loss_cls: 1.8705, decode.d0.loss_mask: 0.4791, decode.d0.loss_dice: 0.8136, decode.d1.loss_cls: 0.2828, decode.d1.loss_mask: 0.4555, decode.d1.loss_dice: 0.7582, decode.d2.loss_cls: 0.2502, decode.d2.loss_mask: 0.4487, decode.d2.loss_dice: 0.7340, decode.d3.loss_cls: 0.2215, decode.d3.loss_mask: 0.4448, decode.d3.loss_dice: 0.7227, decode.d4.loss_cls: 0.2205, decode.d4.loss_mask: 0.4439, decode.d4.loss_dice: 0.7186, decode.d5.loss_cls: 0.2143, decode.d5.loss_mask: 0.4429, decode.d5.loss_dice: 0.7175, decode.d6.loss_cls: 0.2093, decode.d6.loss_mask: 0.4433, decode.d6.loss_dice: 0.7146, decode.d7.loss_cls: 0.2140, decode.d7.loss_mask: 0.4436, decode.d7.loss_dice: 0.7145, decode.d8.loss_cls: 0.2046, decode.d8.loss_mask: 0.4426, decode.d8.loss_dice: 0.7171, loss: 15.7052 2022-04-27 09:31:32,807 - mmseg - INFO - Iter [109250/160000] lr: 4.554e-07, eta: 15:17:01, time: 1.045, data_time: 0.017, memory: 64049, decode.loss_cls: 0.1996, decode.loss_mask: 0.4559, decode.loss_dice: 0.7058, decode.d0.loss_cls: 1.8461, decode.d0.loss_mask: 0.4962, decode.d0.loss_dice: 0.7981, decode.d1.loss_cls: 0.2820, decode.d1.loss_mask: 0.4708, decode.d1.loss_dice: 0.7438, decode.d2.loss_cls: 0.2440, decode.d2.loss_mask: 0.4632, decode.d2.loss_dice: 0.7208, decode.d3.loss_cls: 0.2230, decode.d3.loss_mask: 0.4583, decode.d3.loss_dice: 0.7050, decode.d4.loss_cls: 0.2150, decode.d4.loss_mask: 0.4590, decode.d4.loss_dice: 0.7121, decode.d5.loss_cls: 0.2066, decode.d5.loss_mask: 0.4575, decode.d5.loss_dice: 0.7073, decode.d6.loss_cls: 0.2034, decode.d6.loss_mask: 0.4572, decode.d6.loss_dice: 0.7089, decode.d7.loss_cls: 0.2049, decode.d7.loss_mask: 0.4554, decode.d7.loss_dice: 0.7046, decode.d8.loss_cls: 0.2010, decode.d8.loss_mask: 0.4550, decode.d8.loss_dice: 0.7061, loss: 15.6665 2022-04-27 09:32:24,306 - mmseg - INFO - Iter [109300/160000] lr: 4.550e-07, eta: 15:16:05, time: 1.032, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2243, decode.loss_mask: 0.4659, decode.loss_dice: 0.7277, decode.d0.loss_cls: 1.8804, decode.d0.loss_mask: 0.5127, decode.d0.loss_dice: 0.8427, decode.d1.loss_cls: 0.3092, decode.d1.loss_mask: 0.4857, decode.d1.loss_dice: 0.7756, decode.d2.loss_cls: 0.2629, decode.d2.loss_mask: 0.4759, decode.d2.loss_dice: 0.7515, decode.d3.loss_cls: 0.2430, decode.d3.loss_mask: 0.4729, decode.d3.loss_dice: 0.7418, decode.d4.loss_cls: 0.2279, decode.d4.loss_mask: 0.4707, decode.d4.loss_dice: 0.7403, decode.d5.loss_cls: 0.2258, decode.d5.loss_mask: 0.4696, decode.d5.loss_dice: 0.7401, decode.d6.loss_cls: 0.2221, decode.d6.loss_mask: 0.4678, decode.d6.loss_dice: 0.7337, decode.d7.loss_cls: 0.2183, decode.d7.loss_mask: 0.4659, decode.d7.loss_dice: 0.7310, decode.d8.loss_cls: 0.2231, decode.d8.loss_mask: 0.4659, decode.d8.loss_dice: 0.7325, loss: 16.3067 2022-04-27 09:33:16,576 - mmseg - INFO - Iter [109350/160000] lr: 4.545e-07, eta: 15:15:10, time: 1.045, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2219, decode.loss_mask: 0.4662, decode.loss_dice: 0.7256, decode.d0.loss_cls: 1.9204, decode.d0.loss_mask: 0.5104, decode.d0.loss_dice: 0.8338, decode.d1.loss_cls: 0.3134, decode.d1.loss_mask: 0.4805, decode.d1.loss_dice: 0.7669, decode.d2.loss_cls: 0.2599, decode.d2.loss_mask: 0.4736, decode.d2.loss_dice: 0.7432, decode.d3.loss_cls: 0.2420, decode.d3.loss_mask: 0.4692, decode.d3.loss_dice: 0.7297, decode.d4.loss_cls: 0.2432, decode.d4.loss_mask: 0.4671, decode.d4.loss_dice: 0.7318, decode.d5.loss_cls: 0.2319, decode.d5.loss_mask: 0.4678, decode.d5.loss_dice: 0.7279, decode.d6.loss_cls: 0.2286, decode.d6.loss_mask: 0.4658, decode.d6.loss_dice: 0.7244, decode.d7.loss_cls: 0.2263, decode.d7.loss_mask: 0.4657, decode.d7.loss_dice: 0.7240, decode.d8.loss_cls: 0.2246, decode.d8.loss_mask: 0.4665, decode.d8.loss_dice: 0.7248, loss: 16.2773 2022-04-27 09:34:08,779 - mmseg - INFO - Iter [109400/160000] lr: 4.541e-07, eta: 15:14:15, time: 1.044, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2024, decode.loss_mask: 0.4600, decode.loss_dice: 0.7075, decode.d0.loss_cls: 1.9031, decode.d0.loss_mask: 0.5083, decode.d0.loss_dice: 0.8204, decode.d1.loss_cls: 0.2963, decode.d1.loss_mask: 0.4788, decode.d1.loss_dice: 0.7556, decode.d2.loss_cls: 0.2572, decode.d2.loss_mask: 0.4707, decode.d2.loss_dice: 0.7330, decode.d3.loss_cls: 0.2276, decode.d3.loss_mask: 0.4648, decode.d3.loss_dice: 0.7197, decode.d4.loss_cls: 0.2143, decode.d4.loss_mask: 0.4621, decode.d4.loss_dice: 0.7185, decode.d5.loss_cls: 0.2097, decode.d5.loss_mask: 0.4621, decode.d5.loss_dice: 0.7175, decode.d6.loss_cls: 0.2017, decode.d6.loss_mask: 0.4616, decode.d6.loss_dice: 0.7122, decode.d7.loss_cls: 0.2054, decode.d7.loss_mask: 0.4594, decode.d7.loss_dice: 0.7105, decode.d8.loss_cls: 0.2035, decode.d8.loss_mask: 0.4611, decode.d8.loss_dice: 0.7082, loss: 15.9132 2022-04-27 09:35:01,353 - mmseg - INFO - Iter [109450/160000] lr: 4.536e-07, eta: 15:13:20, time: 1.051, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2281, decode.loss_mask: 0.4437, decode.loss_dice: 0.7154, decode.d0.loss_cls: 1.9197, decode.d0.loss_mask: 0.4935, decode.d0.loss_dice: 0.8340, decode.d1.loss_cls: 0.3160, decode.d1.loss_mask: 0.4638, decode.d1.loss_dice: 0.7621, decode.d2.loss_cls: 0.2688, decode.d2.loss_mask: 0.4522, decode.d2.loss_dice: 0.7384, decode.d3.loss_cls: 0.2463, decode.d3.loss_mask: 0.4497, decode.d3.loss_dice: 0.7268, decode.d4.loss_cls: 0.2392, decode.d4.loss_mask: 0.4488, decode.d4.loss_dice: 0.7258, decode.d5.loss_cls: 0.2344, decode.d5.loss_mask: 0.4486, decode.d5.loss_dice: 0.7223, decode.d6.loss_cls: 0.2223, decode.d6.loss_mask: 0.4472, decode.d6.loss_dice: 0.7229, decode.d7.loss_cls: 0.2209, decode.d7.loss_mask: 0.4453, decode.d7.loss_dice: 0.7227, decode.d8.loss_cls: 0.2185, decode.d8.loss_mask: 0.4454, decode.d8.loss_dice: 0.7195, loss: 16.0424 2022-04-27 09:35:53,645 - mmseg - INFO - Iter [109500/160000] lr: 4.532e-07, eta: 15:12:25, time: 1.046, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2003, decode.loss_mask: 0.4535, decode.loss_dice: 0.7121, decode.d0.loss_cls: 1.8923, decode.d0.loss_mask: 0.4972, decode.d0.loss_dice: 0.8157, decode.d1.loss_cls: 0.2823, decode.d1.loss_mask: 0.4695, decode.d1.loss_dice: 0.7555, decode.d2.loss_cls: 0.2315, decode.d2.loss_mask: 0.4613, decode.d2.loss_dice: 0.7359, decode.d3.loss_cls: 0.2127, decode.d3.loss_mask: 0.4602, decode.d3.loss_dice: 0.7256, decode.d4.loss_cls: 0.2067, decode.d4.loss_mask: 0.4582, decode.d4.loss_dice: 0.7182, decode.d5.loss_cls: 0.2093, decode.d5.loss_mask: 0.4565, decode.d5.loss_dice: 0.7169, decode.d6.loss_cls: 0.2090, decode.d6.loss_mask: 0.4551, decode.d6.loss_dice: 0.7110, decode.d7.loss_cls: 0.1992, decode.d7.loss_mask: 0.4542, decode.d7.loss_dice: 0.7110, decode.d8.loss_cls: 0.1965, decode.d8.loss_mask: 0.4535, decode.d8.loss_dice: 0.7101, loss: 15.7712 2022-04-27 09:36:45,953 - mmseg - INFO - Iter [109550/160000] lr: 4.527e-07, eta: 15:11:30, time: 1.046, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2052, decode.loss_mask: 0.4582, decode.loss_dice: 0.6999, decode.d0.loss_cls: 1.8677, decode.d0.loss_mask: 0.5064, decode.d0.loss_dice: 0.8091, decode.d1.loss_cls: 0.2846, decode.d1.loss_mask: 0.4752, decode.d1.loss_dice: 0.7455, decode.d2.loss_cls: 0.2428, decode.d2.loss_mask: 0.4660, decode.d2.loss_dice: 0.7191, decode.d3.loss_cls: 0.2343, decode.d3.loss_mask: 0.4604, decode.d3.loss_dice: 0.7083, decode.d4.loss_cls: 0.2163, decode.d4.loss_mask: 0.4577, decode.d4.loss_dice: 0.7061, decode.d5.loss_cls: 0.2094, decode.d5.loss_mask: 0.4596, decode.d5.loss_dice: 0.7045, decode.d6.loss_cls: 0.2032, decode.d6.loss_mask: 0.4592, decode.d6.loss_dice: 0.7024, decode.d7.loss_cls: 0.2050, decode.d7.loss_mask: 0.4583, decode.d7.loss_dice: 0.7025, decode.d8.loss_cls: 0.2001, decode.d8.loss_mask: 0.4578, decode.d8.loss_dice: 0.7007, loss: 15.7255 2022-04-27 09:37:38,196 - mmseg - INFO - Iter [109600/160000] lr: 4.523e-07, eta: 15:10:35, time: 1.045, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2035, decode.loss_mask: 0.4697, decode.loss_dice: 0.7270, decode.d0.loss_cls: 1.8831, decode.d0.loss_mask: 0.5131, decode.d0.loss_dice: 0.8283, decode.d1.loss_cls: 0.2854, decode.d1.loss_mask: 0.4867, decode.d1.loss_dice: 0.7674, decode.d2.loss_cls: 0.2372, decode.d2.loss_mask: 0.4793, decode.d2.loss_dice: 0.7502, decode.d3.loss_cls: 0.2240, decode.d3.loss_mask: 0.4744, decode.d3.loss_dice: 0.7350, decode.d4.loss_cls: 0.2195, decode.d4.loss_mask: 0.4733, decode.d4.loss_dice: 0.7330, decode.d5.loss_cls: 0.2097, decode.d5.loss_mask: 0.4723, decode.d5.loss_dice: 0.7321, decode.d6.loss_cls: 0.2038, decode.d6.loss_mask: 0.4709, decode.d6.loss_dice: 0.7313, decode.d7.loss_cls: 0.2064, decode.d7.loss_mask: 0.4723, decode.d7.loss_dice: 0.7268, decode.d8.loss_cls: 0.1990, decode.d8.loss_mask: 0.4703, decode.d8.loss_dice: 0.7290, loss: 16.1143 2022-04-27 09:38:30,063 - mmseg - INFO - Iter [109650/160000] lr: 4.518e-07, eta: 15:09:40, time: 1.037, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2157, decode.loss_mask: 0.4609, decode.loss_dice: 0.7276, decode.d0.loss_cls: 1.9475, decode.d0.loss_mask: 0.5049, decode.d0.loss_dice: 0.8318, decode.d1.loss_cls: 0.3118, decode.d1.loss_mask: 0.4769, decode.d1.loss_dice: 0.7655, decode.d2.loss_cls: 0.2629, decode.d2.loss_mask: 0.4674, decode.d2.loss_dice: 0.7514, decode.d3.loss_cls: 0.2448, decode.d3.loss_mask: 0.4619, decode.d3.loss_dice: 0.7310, decode.d4.loss_cls: 0.2305, decode.d4.loss_mask: 0.4620, decode.d4.loss_dice: 0.7342, decode.d5.loss_cls: 0.2333, decode.d5.loss_mask: 0.4619, decode.d5.loss_dice: 0.7298, decode.d6.loss_cls: 0.2249, decode.d6.loss_mask: 0.4595, decode.d6.loss_dice: 0.7300, decode.d7.loss_cls: 0.2229, decode.d7.loss_mask: 0.4608, decode.d7.loss_dice: 0.7264, decode.d8.loss_cls: 0.2185, decode.d8.loss_mask: 0.4606, decode.d8.loss_dice: 0.7318, loss: 16.2488 2022-04-27 09:39:22,047 - mmseg - INFO - Iter [109700/160000] lr: 4.514e-07, eta: 15:08:44, time: 1.040, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2207, decode.loss_mask: 0.4599, decode.loss_dice: 0.7162, decode.d0.loss_cls: 1.8997, decode.d0.loss_mask: 0.5014, decode.d0.loss_dice: 0.8200, decode.d1.loss_cls: 0.2967, decode.d1.loss_mask: 0.4789, decode.d1.loss_dice: 0.7581, decode.d2.loss_cls: 0.2629, decode.d2.loss_mask: 0.4697, decode.d2.loss_dice: 0.7413, decode.d3.loss_cls: 0.2524, decode.d3.loss_mask: 0.4628, decode.d3.loss_dice: 0.7252, decode.d4.loss_cls: 0.2387, decode.d4.loss_mask: 0.4635, decode.d4.loss_dice: 0.7213, decode.d5.loss_cls: 0.2233, decode.d5.loss_mask: 0.4621, decode.d5.loss_dice: 0.7233, decode.d6.loss_cls: 0.2281, decode.d6.loss_mask: 0.4601, decode.d6.loss_dice: 0.7183, decode.d7.loss_cls: 0.2230, decode.d7.loss_mask: 0.4610, decode.d7.loss_dice: 0.7187, decode.d8.loss_cls: 0.2188, decode.d8.loss_mask: 0.4605, decode.d8.loss_dice: 0.7184, loss: 16.1048 2022-04-27 09:40:13,518 - mmseg - INFO - Iter [109750/160000] lr: 4.509e-07, eta: 15:07:49, time: 1.029, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2227, decode.loss_mask: 0.4509, decode.loss_dice: 0.7021, decode.d0.loss_cls: 1.9071, decode.d0.loss_mask: 0.4961, decode.d0.loss_dice: 0.8065, decode.d1.loss_cls: 0.3108, decode.d1.loss_mask: 0.4675, decode.d1.loss_dice: 0.7455, decode.d2.loss_cls: 0.2672, decode.d2.loss_mask: 0.4580, decode.d2.loss_dice: 0.7253, decode.d3.loss_cls: 0.2478, decode.d3.loss_mask: 0.4550, decode.d3.loss_dice: 0.7135, decode.d4.loss_cls: 0.2361, decode.d4.loss_mask: 0.4539, decode.d4.loss_dice: 0.7121, decode.d5.loss_cls: 0.2251, decode.d5.loss_mask: 0.4532, decode.d5.loss_dice: 0.7138, decode.d6.loss_cls: 0.2219, decode.d6.loss_mask: 0.4515, decode.d6.loss_dice: 0.7065, decode.d7.loss_cls: 0.2263, decode.d7.loss_mask: 0.4522, decode.d7.loss_dice: 0.7027, decode.d8.loss_cls: 0.2211, decode.d8.loss_mask: 0.4515, decode.d8.loss_dice: 0.7029, loss: 15.9068 2022-04-27 09:41:05,451 - mmseg - INFO - Iter [109800/160000] lr: 4.505e-07, eta: 15:06:54, time: 1.039, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2169, decode.loss_mask: 0.4558, decode.loss_dice: 0.7085, decode.d0.loss_cls: 1.8669, decode.d0.loss_mask: 0.5000, decode.d0.loss_dice: 0.8206, decode.d1.loss_cls: 0.3098, decode.d1.loss_mask: 0.4699, decode.d1.loss_dice: 0.7562, decode.d2.loss_cls: 0.2647, decode.d2.loss_mask: 0.4635, decode.d2.loss_dice: 0.7337, decode.d3.loss_cls: 0.2389, decode.d3.loss_mask: 0.4588, decode.d3.loss_dice: 0.7187, decode.d4.loss_cls: 0.2387, decode.d4.loss_mask: 0.4575, decode.d4.loss_dice: 0.7172, decode.d5.loss_cls: 0.2384, decode.d5.loss_mask: 0.4545, decode.d5.loss_dice: 0.7147, decode.d6.loss_cls: 0.2252, decode.d6.loss_mask: 0.4544, decode.d6.loss_dice: 0.7077, decode.d7.loss_cls: 0.2200, decode.d7.loss_mask: 0.4546, decode.d7.loss_dice: 0.7066, decode.d8.loss_cls: 0.2192, decode.d8.loss_mask: 0.4536, decode.d8.loss_dice: 0.7113, loss: 15.9566 2022-04-27 09:41:57,571 - mmseg - INFO - Iter [109850/160000] lr: 4.500e-07, eta: 15:05:59, time: 1.042, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2157, decode.loss_mask: 0.4581, decode.loss_dice: 0.6955, decode.d0.loss_cls: 1.8894, decode.d0.loss_mask: 0.5057, decode.d0.loss_dice: 0.7995, decode.d1.loss_cls: 0.3012, decode.d1.loss_mask: 0.4770, decode.d1.loss_dice: 0.7359, decode.d2.loss_cls: 0.2547, decode.d2.loss_mask: 0.4659, decode.d2.loss_dice: 0.7179, decode.d3.loss_cls: 0.2337, decode.d3.loss_mask: 0.4636, decode.d3.loss_dice: 0.7053, decode.d4.loss_cls: 0.2280, decode.d4.loss_mask: 0.4624, decode.d4.loss_dice: 0.7049, decode.d5.loss_cls: 0.2210, decode.d5.loss_mask: 0.4603, decode.d5.loss_dice: 0.7012, decode.d6.loss_cls: 0.2194, decode.d6.loss_mask: 0.4591, decode.d6.loss_dice: 0.7022, decode.d7.loss_cls: 0.2248, decode.d7.loss_mask: 0.4577, decode.d7.loss_dice: 0.6977, decode.d8.loss_cls: 0.2138, decode.d8.loss_mask: 0.4588, decode.d8.loss_dice: 0.6991, loss: 15.8295 2022-04-27 09:42:52,198 - mmseg - INFO - Iter [109900/160000] lr: 4.496e-07, eta: 15:05:05, time: 1.092, data_time: 0.063, memory: 64049, decode.loss_cls: 0.2198, decode.loss_mask: 0.4942, decode.loss_dice: 0.7550, decode.d0.loss_cls: 1.9203, decode.d0.loss_mask: 0.5415, decode.d0.loss_dice: 0.8694, decode.d1.loss_cls: 0.3092, decode.d1.loss_mask: 0.5083, decode.d1.loss_dice: 0.7971, decode.d2.loss_cls: 0.2613, decode.d2.loss_mask: 0.4993, decode.d2.loss_dice: 0.7822, decode.d3.loss_cls: 0.2415, decode.d3.loss_mask: 0.4954, decode.d3.loss_dice: 0.7674, decode.d4.loss_cls: 0.2341, decode.d4.loss_mask: 0.4946, decode.d4.loss_dice: 0.7646, decode.d5.loss_cls: 0.2277, decode.d5.loss_mask: 0.4937, decode.d5.loss_dice: 0.7631, decode.d6.loss_cls: 0.2213, decode.d6.loss_mask: 0.4942, decode.d6.loss_dice: 0.7584, decode.d7.loss_cls: 0.2264, decode.d7.loss_mask: 0.4936, decode.d7.loss_dice: 0.7556, decode.d8.loss_cls: 0.2200, decode.d8.loss_mask: 0.4934, decode.d8.loss_dice: 0.7554, loss: 16.8579 2022-04-27 09:43:44,901 - mmseg - INFO - Iter [109950/160000] lr: 4.491e-07, eta: 15:04:10, time: 1.054, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2363, decode.loss_mask: 0.4634, decode.loss_dice: 0.7137, decode.d0.loss_cls: 1.9712, decode.d0.loss_mask: 0.5112, decode.d0.loss_dice: 0.8267, decode.d1.loss_cls: 0.3259, decode.d1.loss_mask: 0.4803, decode.d1.loss_dice: 0.7627, decode.d2.loss_cls: 0.2854, decode.d2.loss_mask: 0.4689, decode.d2.loss_dice: 0.7381, decode.d3.loss_cls: 0.2691, decode.d3.loss_mask: 0.4651, decode.d3.loss_dice: 0.7286, decode.d4.loss_cls: 0.2477, decode.d4.loss_mask: 0.4657, decode.d4.loss_dice: 0.7292, decode.d5.loss_cls: 0.2415, decode.d5.loss_mask: 0.4648, decode.d5.loss_dice: 0.7248, decode.d6.loss_cls: 0.2442, decode.d6.loss_mask: 0.4638, decode.d6.loss_dice: 0.7191, decode.d7.loss_cls: 0.2401, decode.d7.loss_mask: 0.4626, decode.d7.loss_dice: 0.7204, decode.d8.loss_cls: 0.2394, decode.d8.loss_mask: 0.4640, decode.d8.loss_dice: 0.7150, loss: 16.3890 2022-04-27 09:44:37,043 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 09:44:37,045 - mmseg - INFO - Iter [110000/160000] lr: 4.487e-07, eta: 15:03:15, time: 1.043, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2260, decode.loss_mask: 0.4653, decode.loss_dice: 0.7615, decode.d0.loss_cls: 1.9083, decode.d0.loss_mask: 0.5150, decode.d0.loss_dice: 0.8694, decode.d1.loss_cls: 0.3083, decode.d1.loss_mask: 0.4891, decode.d1.loss_dice: 0.8077, decode.d2.loss_cls: 0.2601, decode.d2.loss_mask: 0.4773, decode.d2.loss_dice: 0.7880, decode.d3.loss_cls: 0.2401, decode.d3.loss_mask: 0.4701, decode.d3.loss_dice: 0.7754, decode.d4.loss_cls: 0.2305, decode.d4.loss_mask: 0.4702, decode.d4.loss_dice: 0.7714, decode.d5.loss_cls: 0.2301, decode.d5.loss_mask: 0.4711, decode.d5.loss_dice: 0.7674, decode.d6.loss_cls: 0.2272, decode.d6.loss_mask: 0.4665, decode.d6.loss_dice: 0.7637, decode.d7.loss_cls: 0.2291, decode.d7.loss_mask: 0.4672, decode.d7.loss_dice: 0.7655, decode.d8.loss_cls: 0.2253, decode.d8.loss_mask: 0.4676, decode.d8.loss_dice: 0.7678, loss: 16.6823 2022-04-27 09:45:29,239 - mmseg - INFO - Iter [110050/160000] lr: 4.482e-07, eta: 15:02:20, time: 1.044, data_time: 0.013, memory: 64049, decode.loss_cls: 0.2035, decode.loss_mask: 0.4726, decode.loss_dice: 0.7116, decode.d0.loss_cls: 1.8940, decode.d0.loss_mask: 0.5204, decode.d0.loss_dice: 0.8192, decode.d1.loss_cls: 0.2978, decode.d1.loss_mask: 0.4890, decode.d1.loss_dice: 0.7583, decode.d2.loss_cls: 0.2448, decode.d2.loss_mask: 0.4821, decode.d2.loss_dice: 0.7328, decode.d3.loss_cls: 0.2168, decode.d3.loss_mask: 0.4782, decode.d3.loss_dice: 0.7185, decode.d4.loss_cls: 0.2179, decode.d4.loss_mask: 0.4760, decode.d4.loss_dice: 0.7155, decode.d5.loss_cls: 0.2096, decode.d5.loss_mask: 0.4752, decode.d5.loss_dice: 0.7145, decode.d6.loss_cls: 0.2059, decode.d6.loss_mask: 0.4737, decode.d6.loss_dice: 0.7127, decode.d7.loss_cls: 0.2072, decode.d7.loss_mask: 0.4728, decode.d7.loss_dice: 0.7108, decode.d8.loss_cls: 0.2040, decode.d8.loss_mask: 0.4726, decode.d8.loss_dice: 0.7132, loss: 16.0211 2022-04-27 09:46:21,298 - mmseg - INFO - Iter [110100/160000] lr: 4.478e-07, eta: 15:01:24, time: 1.041, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2081, decode.loss_mask: 0.4629, decode.loss_dice: 0.7230, decode.d0.loss_cls: 1.9046, decode.d0.loss_mask: 0.5137, decode.d0.loss_dice: 0.8352, decode.d1.loss_cls: 0.3041, decode.d1.loss_mask: 0.4805, decode.d1.loss_dice: 0.7625, decode.d2.loss_cls: 0.2490, decode.d2.loss_mask: 0.4713, decode.d2.loss_dice: 0.7416, decode.d3.loss_cls: 0.2347, decode.d3.loss_mask: 0.4679, decode.d3.loss_dice: 0.7289, decode.d4.loss_cls: 0.2234, decode.d4.loss_mask: 0.4678, decode.d4.loss_dice: 0.7277, decode.d5.loss_cls: 0.2148, decode.d5.loss_mask: 0.4650, decode.d5.loss_dice: 0.7253, decode.d6.loss_cls: 0.2142, decode.d6.loss_mask: 0.4642, decode.d6.loss_dice: 0.7198, decode.d7.loss_cls: 0.2076, decode.d7.loss_mask: 0.4641, decode.d7.loss_dice: 0.7198, decode.d8.loss_cls: 0.2036, decode.d8.loss_mask: 0.4649, decode.d8.loss_dice: 0.7209, loss: 16.0911 2022-04-27 09:47:13,414 - mmseg - INFO - Iter [110150/160000] lr: 4.473e-07, eta: 15:00:29, time: 1.042, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1941, decode.loss_mask: 0.4512, decode.loss_dice: 0.7142, decode.d0.loss_cls: 1.8489, decode.d0.loss_mask: 0.4937, decode.d0.loss_dice: 0.8106, decode.d1.loss_cls: 0.2780, decode.d1.loss_mask: 0.4684, decode.d1.loss_dice: 0.7590, decode.d2.loss_cls: 0.2376, decode.d2.loss_mask: 0.4616, decode.d2.loss_dice: 0.7334, decode.d3.loss_cls: 0.2110, decode.d3.loss_mask: 0.4552, decode.d3.loss_dice: 0.7176, decode.d4.loss_cls: 0.2031, decode.d4.loss_mask: 0.4521, decode.d4.loss_dice: 0.7197, decode.d5.loss_cls: 0.1991, decode.d5.loss_mask: 0.4502, decode.d5.loss_dice: 0.7175, decode.d6.loss_cls: 0.2032, decode.d6.loss_mask: 0.4527, decode.d6.loss_dice: 0.7141, decode.d7.loss_cls: 0.1970, decode.d7.loss_mask: 0.4520, decode.d7.loss_dice: 0.7189, decode.d8.loss_cls: 0.2004, decode.d8.loss_mask: 0.4518, decode.d8.loss_dice: 0.7151, loss: 15.6813 2022-04-27 09:48:05,636 - mmseg - INFO - Iter [110200/160000] lr: 4.469e-07, eta: 14:59:34, time: 1.044, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2163, decode.loss_mask: 0.4658, decode.loss_dice: 0.7195, decode.d0.loss_cls: 1.8516, decode.d0.loss_mask: 0.5136, decode.d0.loss_dice: 0.8302, decode.d1.loss_cls: 0.2833, decode.d1.loss_mask: 0.4832, decode.d1.loss_dice: 0.7642, decode.d2.loss_cls: 0.2508, decode.d2.loss_mask: 0.4758, decode.d2.loss_dice: 0.7401, decode.d3.loss_cls: 0.2221, decode.d3.loss_mask: 0.4716, decode.d3.loss_dice: 0.7295, decode.d4.loss_cls: 0.2205, decode.d4.loss_mask: 0.4698, decode.d4.loss_dice: 0.7239, decode.d5.loss_cls: 0.2174, decode.d5.loss_mask: 0.4670, decode.d5.loss_dice: 0.7242, decode.d6.loss_cls: 0.2171, decode.d6.loss_mask: 0.4654, decode.d6.loss_dice: 0.7192, decode.d7.loss_cls: 0.2142, decode.d7.loss_mask: 0.4656, decode.d7.loss_dice: 0.7217, decode.d8.loss_cls: 0.2170, decode.d8.loss_mask: 0.4659, decode.d8.loss_dice: 0.7212, loss: 16.0476 2022-04-27 09:48:57,683 - mmseg - INFO - Iter [110250/160000] lr: 4.465e-07, eta: 14:58:39, time: 1.041, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2107, decode.loss_mask: 0.4500, decode.loss_dice: 0.7062, decode.d0.loss_cls: 1.8988, decode.d0.loss_mask: 0.4978, decode.d0.loss_dice: 0.8185, decode.d1.loss_cls: 0.3060, decode.d1.loss_mask: 0.4722, decode.d1.loss_dice: 0.7526, decode.d2.loss_cls: 0.2622, decode.d2.loss_mask: 0.4588, decode.d2.loss_dice: 0.7352, decode.d3.loss_cls: 0.2406, decode.d3.loss_mask: 0.4562, decode.d3.loss_dice: 0.7204, decode.d4.loss_cls: 0.2313, decode.d4.loss_mask: 0.4539, decode.d4.loss_dice: 0.7204, decode.d5.loss_cls: 0.2282, decode.d5.loss_mask: 0.4522, decode.d5.loss_dice: 0.7160, decode.d6.loss_cls: 0.2164, decode.d6.loss_mask: 0.4534, decode.d6.loss_dice: 0.7106, decode.d7.loss_cls: 0.2171, decode.d7.loss_mask: 0.4537, decode.d7.loss_dice: 0.7102, decode.d8.loss_cls: 0.2094, decode.d8.loss_mask: 0.4511, decode.d8.loss_dice: 0.7123, loss: 15.9225 2022-04-27 09:49:49,509 - mmseg - INFO - Iter [110300/160000] lr: 4.460e-07, eta: 14:57:44, time: 1.036, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2134, decode.loss_mask: 0.4680, decode.loss_dice: 0.7110, decode.d0.loss_cls: 1.8872, decode.d0.loss_mask: 0.5131, decode.d0.loss_dice: 0.8169, decode.d1.loss_cls: 0.2994, decode.d1.loss_mask: 0.4853, decode.d1.loss_dice: 0.7524, decode.d2.loss_cls: 0.2572, decode.d2.loss_mask: 0.4738, decode.d2.loss_dice: 0.7314, decode.d3.loss_cls: 0.2314, decode.d3.loss_mask: 0.4708, decode.d3.loss_dice: 0.7171, decode.d4.loss_cls: 0.2222, decode.d4.loss_mask: 0.4721, decode.d4.loss_dice: 0.7226, decode.d5.loss_cls: 0.2174, decode.d5.loss_mask: 0.4705, decode.d5.loss_dice: 0.7136, decode.d6.loss_cls: 0.2130, decode.d6.loss_mask: 0.4685, decode.d6.loss_dice: 0.7080, decode.d7.loss_cls: 0.2104, decode.d7.loss_mask: 0.4688, decode.d7.loss_dice: 0.7068, decode.d8.loss_cls: 0.2116, decode.d8.loss_mask: 0.4699, decode.d8.loss_dice: 0.7105, loss: 16.0143 2022-04-27 09:50:41,621 - mmseg - INFO - Iter [110350/160000] lr: 4.456e-07, eta: 14:56:49, time: 1.042, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2171, decode.loss_mask: 0.4556, decode.loss_dice: 0.7180, decode.d0.loss_cls: 1.9267, decode.d0.loss_mask: 0.4974, decode.d0.loss_dice: 0.8279, decode.d1.loss_cls: 0.3087, decode.d1.loss_mask: 0.4668, decode.d1.loss_dice: 0.7594, decode.d2.loss_cls: 0.2637, decode.d2.loss_mask: 0.4612, decode.d2.loss_dice: 0.7366, decode.d3.loss_cls: 0.2392, decode.d3.loss_mask: 0.4581, decode.d3.loss_dice: 0.7179, decode.d4.loss_cls: 0.2298, decode.d4.loss_mask: 0.4583, decode.d4.loss_dice: 0.7213, decode.d5.loss_cls: 0.2201, decode.d5.loss_mask: 0.4610, decode.d5.loss_dice: 0.7224, decode.d6.loss_cls: 0.2210, decode.d6.loss_mask: 0.4566, decode.d6.loss_dice: 0.7159, decode.d7.loss_cls: 0.2219, decode.d7.loss_mask: 0.4566, decode.d7.loss_dice: 0.7200, decode.d8.loss_cls: 0.2183, decode.d8.loss_mask: 0.4559, decode.d8.loss_dice: 0.7208, loss: 16.0539 2022-04-27 09:51:33,911 - mmseg - INFO - Iter [110400/160000] lr: 4.451e-07, eta: 14:55:54, time: 1.046, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2059, decode.loss_mask: 0.4631, decode.loss_dice: 0.7314, decode.d0.loss_cls: 1.8736, decode.d0.loss_mask: 0.5127, decode.d0.loss_dice: 0.8384, decode.d1.loss_cls: 0.2963, decode.d1.loss_mask: 0.4779, decode.d1.loss_dice: 0.7715, decode.d2.loss_cls: 0.2452, decode.d2.loss_mask: 0.4704, decode.d2.loss_dice: 0.7522, decode.d3.loss_cls: 0.2252, decode.d3.loss_mask: 0.4662, decode.d3.loss_dice: 0.7360, decode.d4.loss_cls: 0.2219, decode.d4.loss_mask: 0.4638, decode.d4.loss_dice: 0.7404, decode.d5.loss_cls: 0.2089, decode.d5.loss_mask: 0.4660, decode.d5.loss_dice: 0.7340, decode.d6.loss_cls: 0.2063, decode.d6.loss_mask: 0.4656, decode.d6.loss_dice: 0.7340, decode.d7.loss_cls: 0.2094, decode.d7.loss_mask: 0.4636, decode.d7.loss_dice: 0.7318, decode.d8.loss_cls: 0.2065, decode.d8.loss_mask: 0.4642, decode.d8.loss_dice: 0.7313, loss: 16.1136 2022-04-27 09:52:26,034 - mmseg - INFO - Iter [110450/160000] lr: 4.447e-07, eta: 14:54:58, time: 1.043, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2283, decode.loss_mask: 0.4742, decode.loss_dice: 0.7191, decode.d0.loss_cls: 1.9350, decode.d0.loss_mask: 0.5281, decode.d0.loss_dice: 0.8392, decode.d1.loss_cls: 0.3181, decode.d1.loss_mask: 0.4980, decode.d1.loss_dice: 0.7694, decode.d2.loss_cls: 0.2729, decode.d2.loss_mask: 0.4841, decode.d2.loss_dice: 0.7459, decode.d3.loss_cls: 0.2506, decode.d3.loss_mask: 0.4800, decode.d3.loss_dice: 0.7354, decode.d4.loss_cls: 0.2432, decode.d4.loss_mask: 0.4794, decode.d4.loss_dice: 0.7299, decode.d5.loss_cls: 0.2321, decode.d5.loss_mask: 0.4790, decode.d5.loss_dice: 0.7285, decode.d6.loss_cls: 0.2338, decode.d6.loss_mask: 0.4748, decode.d6.loss_dice: 0.7239, decode.d7.loss_cls: 0.2274, decode.d7.loss_mask: 0.4747, decode.d7.loss_dice: 0.7222, decode.d8.loss_cls: 0.2296, decode.d8.loss_mask: 0.4749, decode.d8.loss_dice: 0.7189, loss: 16.4507 2022-04-27 09:53:18,226 - mmseg - INFO - Iter [110500/160000] lr: 4.442e-07, eta: 14:54:03, time: 1.044, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2136, decode.loss_mask: 0.4438, decode.loss_dice: 0.7082, decode.d0.loss_cls: 1.8512, decode.d0.loss_mask: 0.4837, decode.d0.loss_dice: 0.8132, decode.d1.loss_cls: 0.3045, decode.d1.loss_mask: 0.4588, decode.d1.loss_dice: 0.7517, decode.d2.loss_cls: 0.2593, decode.d2.loss_mask: 0.4508, decode.d2.loss_dice: 0.7293, decode.d3.loss_cls: 0.2405, decode.d3.loss_mask: 0.4474, decode.d3.loss_dice: 0.7155, decode.d4.loss_cls: 0.2349, decode.d4.loss_mask: 0.4455, decode.d4.loss_dice: 0.7161, decode.d5.loss_cls: 0.2281, decode.d5.loss_mask: 0.4440, decode.d5.loss_dice: 0.7167, decode.d6.loss_cls: 0.2267, decode.d6.loss_mask: 0.4431, decode.d6.loss_dice: 0.7098, decode.d7.loss_cls: 0.2204, decode.d7.loss_mask: 0.4454, decode.d7.loss_dice: 0.7084, decode.d8.loss_cls: 0.2195, decode.d8.loss_mask: 0.4438, decode.d8.loss_dice: 0.7081, loss: 15.7822 2022-04-27 09:54:10,184 - mmseg - INFO - Iter [110550/160000] lr: 4.438e-07, eta: 14:53:08, time: 1.039, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2135, decode.loss_mask: 0.4514, decode.loss_dice: 0.7075, decode.d0.loss_cls: 1.9223, decode.d0.loss_mask: 0.4985, decode.d0.loss_dice: 0.8183, decode.d1.loss_cls: 0.3049, decode.d1.loss_mask: 0.4721, decode.d1.loss_dice: 0.7522, decode.d2.loss_cls: 0.2500, decode.d2.loss_mask: 0.4613, decode.d2.loss_dice: 0.7283, decode.d3.loss_cls: 0.2358, decode.d3.loss_mask: 0.4536, decode.d3.loss_dice: 0.7126, decode.d4.loss_cls: 0.2265, decode.d4.loss_mask: 0.4541, decode.d4.loss_dice: 0.7154, decode.d5.loss_cls: 0.2157, decode.d5.loss_mask: 0.4538, decode.d5.loss_dice: 0.7149, decode.d6.loss_cls: 0.2166, decode.d6.loss_mask: 0.4536, decode.d6.loss_dice: 0.7076, decode.d7.loss_cls: 0.2147, decode.d7.loss_mask: 0.4526, decode.d7.loss_dice: 0.7071, decode.d8.loss_cls: 0.2161, decode.d8.loss_mask: 0.4526, decode.d8.loss_dice: 0.7080, loss: 15.8917 2022-04-27 09:55:02,045 - mmseg - INFO - Iter [110600/160000] lr: 4.433e-07, eta: 14:52:13, time: 1.037, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2135, decode.loss_mask: 0.4439, decode.loss_dice: 0.7113, decode.d0.loss_cls: 1.8946, decode.d0.loss_mask: 0.4919, decode.d0.loss_dice: 0.8193, decode.d1.loss_cls: 0.2986, decode.d1.loss_mask: 0.4604, decode.d1.loss_dice: 0.7547, decode.d2.loss_cls: 0.2606, decode.d2.loss_mask: 0.4513, decode.d2.loss_dice: 0.7371, decode.d3.loss_cls: 0.2403, decode.d3.loss_mask: 0.4480, decode.d3.loss_dice: 0.7202, decode.d4.loss_cls: 0.2290, decode.d4.loss_mask: 0.4479, decode.d4.loss_dice: 0.7188, decode.d5.loss_cls: 0.2193, decode.d5.loss_mask: 0.4452, decode.d5.loss_dice: 0.7178, decode.d6.loss_cls: 0.2172, decode.d6.loss_mask: 0.4441, decode.d6.loss_dice: 0.7097, decode.d7.loss_cls: 0.2124, decode.d7.loss_mask: 0.4452, decode.d7.loss_dice: 0.7177, decode.d8.loss_cls: 0.2146, decode.d8.loss_mask: 0.4453, decode.d8.loss_dice: 0.7119, loss: 15.8416 2022-04-27 09:55:54,140 - mmseg - INFO - Iter [110650/160000] lr: 4.429e-07, eta: 14:51:18, time: 1.042, data_time: 0.013, memory: 64049, decode.loss_cls: 0.2178, decode.loss_mask: 0.4751, decode.loss_dice: 0.7261, decode.d0.loss_cls: 1.8727, decode.d0.loss_mask: 0.5233, decode.d0.loss_dice: 0.8359, decode.d1.loss_cls: 0.3109, decode.d1.loss_mask: 0.4917, decode.d1.loss_dice: 0.7692, decode.d2.loss_cls: 0.2676, decode.d2.loss_mask: 0.4839, decode.d2.loss_dice: 0.7520, decode.d3.loss_cls: 0.2480, decode.d3.loss_mask: 0.4775, decode.d3.loss_dice: 0.7323, decode.d4.loss_cls: 0.2355, decode.d4.loss_mask: 0.4779, decode.d4.loss_dice: 0.7336, decode.d5.loss_cls: 0.2341, decode.d5.loss_mask: 0.4769, decode.d5.loss_dice: 0.7345, decode.d6.loss_cls: 0.2192, decode.d6.loss_mask: 0.4775, decode.d6.loss_dice: 0.7297, decode.d7.loss_cls: 0.2242, decode.d7.loss_mask: 0.4768, decode.d7.loss_dice: 0.7270, decode.d8.loss_cls: 0.2199, decode.d8.loss_mask: 0.4753, decode.d8.loss_dice: 0.7308, loss: 16.3569 2022-04-27 09:56:46,504 - mmseg - INFO - Iter [110700/160000] lr: 4.424e-07, eta: 14:50:23, time: 1.046, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2222, decode.loss_mask: 0.4568, decode.loss_dice: 0.7325, decode.d0.loss_cls: 1.9128, decode.d0.loss_mask: 0.5035, decode.d0.loss_dice: 0.8414, decode.d1.loss_cls: 0.3167, decode.d1.loss_mask: 0.4771, decode.d1.loss_dice: 0.7771, decode.d2.loss_cls: 0.2704, decode.d2.loss_mask: 0.4646, decode.d2.loss_dice: 0.7623, decode.d3.loss_cls: 0.2506, decode.d3.loss_mask: 0.4602, decode.d3.loss_dice: 0.7428, decode.d4.loss_cls: 0.2355, decode.d4.loss_mask: 0.4576, decode.d4.loss_dice: 0.7433, decode.d5.loss_cls: 0.2274, decode.d5.loss_mask: 0.4575, decode.d5.loss_dice: 0.7424, decode.d6.loss_cls: 0.2272, decode.d6.loss_mask: 0.4565, decode.d6.loss_dice: 0.7339, decode.d7.loss_cls: 0.2238, decode.d7.loss_mask: 0.4561, decode.d7.loss_dice: 0.7355, decode.d8.loss_cls: 0.2232, decode.d8.loss_mask: 0.4563, decode.d8.loss_dice: 0.7324, loss: 16.2995 2022-04-27 09:57:38,729 - mmseg - INFO - Iter [110750/160000] lr: 4.420e-07, eta: 14:49:28, time: 1.046, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2015, decode.loss_mask: 0.4621, decode.loss_dice: 0.6832, decode.d0.loss_cls: 1.8999, decode.d0.loss_mask: 0.5063, decode.d0.loss_dice: 0.7922, decode.d1.loss_cls: 0.2864, decode.d1.loss_mask: 0.4795, decode.d1.loss_dice: 0.7243, decode.d2.loss_cls: 0.2359, decode.d2.loss_mask: 0.4714, decode.d2.loss_dice: 0.7054, decode.d3.loss_cls: 0.2235, decode.d3.loss_mask: 0.4670, decode.d3.loss_dice: 0.6956, decode.d4.loss_cls: 0.2170, decode.d4.loss_mask: 0.4659, decode.d4.loss_dice: 0.6956, decode.d5.loss_cls: 0.2083, decode.d5.loss_mask: 0.4652, decode.d5.loss_dice: 0.6904, decode.d6.loss_cls: 0.2095, decode.d6.loss_mask: 0.4625, decode.d6.loss_dice: 0.6826, decode.d7.loss_cls: 0.2010, decode.d7.loss_mask: 0.4623, decode.d7.loss_dice: 0.6836, decode.d8.loss_cls: 0.2007, decode.d8.loss_mask: 0.4625, decode.d8.loss_dice: 0.6841, loss: 15.6254 2022-04-27 09:58:30,857 - mmseg - INFO - Iter [110800/160000] lr: 4.415e-07, eta: 14:48:33, time: 1.043, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2150, decode.loss_mask: 0.4378, decode.loss_dice: 0.7257, decode.d0.loss_cls: 1.8967, decode.d0.loss_mask: 0.4778, decode.d0.loss_dice: 0.8313, decode.d1.loss_cls: 0.2952, decode.d1.loss_mask: 0.4558, decode.d1.loss_dice: 0.7659, decode.d2.loss_cls: 0.2541, decode.d2.loss_mask: 0.4457, decode.d2.loss_dice: 0.7447, decode.d3.loss_cls: 0.2379, decode.d3.loss_mask: 0.4412, decode.d3.loss_dice: 0.7326, decode.d4.loss_cls: 0.2225, decode.d4.loss_mask: 0.4398, decode.d4.loss_dice: 0.7301, decode.d5.loss_cls: 0.2221, decode.d5.loss_mask: 0.4383, decode.d5.loss_dice: 0.7293, decode.d6.loss_cls: 0.2260, decode.d6.loss_mask: 0.4362, decode.d6.loss_dice: 0.7242, decode.d7.loss_cls: 0.2189, decode.d7.loss_mask: 0.4355, decode.d7.loss_dice: 0.7284, decode.d8.loss_cls: 0.2151, decode.d8.loss_mask: 0.4374, decode.d8.loss_dice: 0.7273, loss: 15.8884 2022-04-27 09:59:22,674 - mmseg - INFO - Iter [110850/160000] lr: 4.411e-07, eta: 14:47:38, time: 1.036, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2220, decode.loss_mask: 0.4640, decode.loss_dice: 0.7261, decode.d0.loss_cls: 1.9430, decode.d0.loss_mask: 0.5050, decode.d0.loss_dice: 0.8345, decode.d1.loss_cls: 0.3024, decode.d1.loss_mask: 0.4801, decode.d1.loss_dice: 0.7707, decode.d2.loss_cls: 0.2649, decode.d2.loss_mask: 0.4719, decode.d2.loss_dice: 0.7523, decode.d3.loss_cls: 0.2382, decode.d3.loss_mask: 0.4692, decode.d3.loss_dice: 0.7367, decode.d4.loss_cls: 0.2324, decode.d4.loss_mask: 0.4693, decode.d4.loss_dice: 0.7330, decode.d5.loss_cls: 0.2294, decode.d5.loss_mask: 0.4681, decode.d5.loss_dice: 0.7355, decode.d6.loss_cls: 0.2257, decode.d6.loss_mask: 0.4662, decode.d6.loss_dice: 0.7310, decode.d7.loss_cls: 0.2229, decode.d7.loss_mask: 0.4658, decode.d7.loss_dice: 0.7344, decode.d8.loss_cls: 0.2232, decode.d8.loss_mask: 0.4643, decode.d8.loss_dice: 0.7293, loss: 16.3113 2022-04-27 10:00:15,590 - mmseg - INFO - Iter [110900/160000] lr: 4.406e-07, eta: 14:46:43, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1827, decode.loss_mask: 0.4612, decode.loss_dice: 0.7108, decode.d0.loss_cls: 1.8924, decode.d0.loss_mask: 0.5026, decode.d0.loss_dice: 0.8137, decode.d1.loss_cls: 0.2774, decode.d1.loss_mask: 0.4745, decode.d1.loss_dice: 0.7565, decode.d2.loss_cls: 0.2291, decode.d2.loss_mask: 0.4701, decode.d2.loss_dice: 0.7365, decode.d3.loss_cls: 0.2044, decode.d3.loss_mask: 0.4667, decode.d3.loss_dice: 0.7204, decode.d4.loss_cls: 0.1990, decode.d4.loss_mask: 0.4652, decode.d4.loss_dice: 0.7165, decode.d5.loss_cls: 0.1876, decode.d5.loss_mask: 0.4631, decode.d5.loss_dice: 0.7161, decode.d6.loss_cls: 0.1878, decode.d6.loss_mask: 0.4617, decode.d6.loss_dice: 0.7111, decode.d7.loss_cls: 0.1847, decode.d7.loss_mask: 0.4623, decode.d7.loss_dice: 0.7089, decode.d8.loss_cls: 0.1814, decode.d8.loss_mask: 0.4611, decode.d8.loss_dice: 0.7113, loss: 15.7167 2022-04-27 10:01:08,224 - mmseg - INFO - Iter [110950/160000] lr: 4.402e-07, eta: 14:45:48, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2186, decode.loss_mask: 0.4494, decode.loss_dice: 0.7118, decode.d0.loss_cls: 1.8402, decode.d0.loss_mask: 0.4986, decode.d0.loss_dice: 0.8180, decode.d1.loss_cls: 0.3022, decode.d1.loss_mask: 0.4693, decode.d1.loss_dice: 0.7514, decode.d2.loss_cls: 0.2539, decode.d2.loss_mask: 0.4596, decode.d2.loss_dice: 0.7329, decode.d3.loss_cls: 0.2290, decode.d3.loss_mask: 0.4538, decode.d3.loss_dice: 0.7195, decode.d4.loss_cls: 0.2280, decode.d4.loss_mask: 0.4525, decode.d4.loss_dice: 0.7156, decode.d5.loss_cls: 0.2139, decode.d5.loss_mask: 0.4521, decode.d5.loss_dice: 0.7178, decode.d6.loss_cls: 0.2139, decode.d6.loss_mask: 0.4492, decode.d6.loss_dice: 0.7108, decode.d7.loss_cls: 0.2130, decode.d7.loss_mask: 0.4501, decode.d7.loss_dice: 0.7118, decode.d8.loss_cls: 0.2153, decode.d8.loss_mask: 0.4497, decode.d8.loss_dice: 0.7148, loss: 15.8166 2022-04-27 10:02:00,839 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 10:02:00,852 - mmseg - INFO - Iter [111000/160000] lr: 4.397e-07, eta: 14:44:53, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2088, decode.loss_mask: 0.4618, decode.loss_dice: 0.7012, decode.d0.loss_cls: 1.8797, decode.d0.loss_mask: 0.5012, decode.d0.loss_dice: 0.8084, decode.d1.loss_cls: 0.3014, decode.d1.loss_mask: 0.4783, decode.d1.loss_dice: 0.7452, decode.d2.loss_cls: 0.2571, decode.d2.loss_mask: 0.4727, decode.d2.loss_dice: 0.7218, decode.d3.loss_cls: 0.2269, decode.d3.loss_mask: 0.4678, decode.d3.loss_dice: 0.7114, decode.d4.loss_cls: 0.2171, decode.d4.loss_mask: 0.4655, decode.d4.loss_dice: 0.7124, decode.d5.loss_cls: 0.2153, decode.d5.loss_mask: 0.4640, decode.d5.loss_dice: 0.7076, decode.d6.loss_cls: 0.2061, decode.d6.loss_mask: 0.4637, decode.d6.loss_dice: 0.7035, decode.d7.loss_cls: 0.2086, decode.d7.loss_mask: 0.4633, decode.d7.loss_dice: 0.7010, decode.d8.loss_cls: 0.2106, decode.d8.loss_mask: 0.4610, decode.d8.loss_dice: 0.7042, loss: 15.8477 2022-04-27 10:02:53,036 - mmseg - INFO - Iter [111050/160000] lr: 4.393e-07, eta: 14:43:58, time: 1.044, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2284, decode.loss_mask: 0.4624, decode.loss_dice: 0.7062, decode.d0.loss_cls: 1.9109, decode.d0.loss_mask: 0.5091, decode.d0.loss_dice: 0.8068, decode.d1.loss_cls: 0.3123, decode.d1.loss_mask: 0.4784, decode.d1.loss_dice: 0.7441, decode.d2.loss_cls: 0.2725, decode.d2.loss_mask: 0.4708, decode.d2.loss_dice: 0.7247, decode.d3.loss_cls: 0.2504, decode.d3.loss_mask: 0.4669, decode.d3.loss_dice: 0.7162, decode.d4.loss_cls: 0.2481, decode.d4.loss_mask: 0.4645, decode.d4.loss_dice: 0.7113, decode.d5.loss_cls: 0.2379, decode.d5.loss_mask: 0.4642, decode.d5.loss_dice: 0.7098, decode.d6.loss_cls: 0.2349, decode.d6.loss_mask: 0.4635, decode.d6.loss_dice: 0.7076, decode.d7.loss_cls: 0.2342, decode.d7.loss_mask: 0.4638, decode.d7.loss_dice: 0.7062, decode.d8.loss_cls: 0.2260, decode.d8.loss_mask: 0.4640, decode.d8.loss_dice: 0.7056, loss: 16.1015 2022-04-27 10:03:44,417 - mmseg - INFO - Iter [111100/160000] lr: 4.388e-07, eta: 14:43:03, time: 1.028, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2054, decode.loss_mask: 0.4612, decode.loss_dice: 0.7021, decode.d0.loss_cls: 1.9248, decode.d0.loss_mask: 0.5097, decode.d0.loss_dice: 0.8118, decode.d1.loss_cls: 0.3034, decode.d1.loss_mask: 0.4809, decode.d1.loss_dice: 0.7435, decode.d2.loss_cls: 0.2580, decode.d2.loss_mask: 0.4713, decode.d2.loss_dice: 0.7249, decode.d3.loss_cls: 0.2334, decode.d3.loss_mask: 0.4654, decode.d3.loss_dice: 0.7156, decode.d4.loss_cls: 0.2230, decode.d4.loss_mask: 0.4651, decode.d4.loss_dice: 0.7108, decode.d5.loss_cls: 0.2206, decode.d5.loss_mask: 0.4650, decode.d5.loss_dice: 0.7072, decode.d6.loss_cls: 0.2112, decode.d6.loss_mask: 0.4651, decode.d6.loss_dice: 0.7083, decode.d7.loss_cls: 0.2152, decode.d7.loss_mask: 0.4637, decode.d7.loss_dice: 0.7050, decode.d8.loss_cls: 0.2031, decode.d8.loss_mask: 0.4639, decode.d8.loss_dice: 0.7014, loss: 15.9400 2022-04-27 10:04:39,501 - mmseg - INFO - Iter [111150/160000] lr: 4.384e-07, eta: 14:42:09, time: 1.102, data_time: 0.063, memory: 64049, decode.loss_cls: 0.2123, decode.loss_mask: 0.4414, decode.loss_dice: 0.7118, decode.d0.loss_cls: 1.8629, decode.d0.loss_mask: 0.4868, decode.d0.loss_dice: 0.8277, decode.d1.loss_cls: 0.2870, decode.d1.loss_mask: 0.4604, decode.d1.loss_dice: 0.7582, decode.d2.loss_cls: 0.2481, decode.d2.loss_mask: 0.4519, decode.d2.loss_dice: 0.7376, decode.d3.loss_cls: 0.2334, decode.d3.loss_mask: 0.4468, decode.d3.loss_dice: 0.7283, decode.d4.loss_cls: 0.2162, decode.d4.loss_mask: 0.4462, decode.d4.loss_dice: 0.7257, decode.d5.loss_cls: 0.2244, decode.d5.loss_mask: 0.4450, decode.d5.loss_dice: 0.7213, decode.d6.loss_cls: 0.2168, decode.d6.loss_mask: 0.4426, decode.d6.loss_dice: 0.7186, decode.d7.loss_cls: 0.2096, decode.d7.loss_mask: 0.4428, decode.d7.loss_dice: 0.7171, decode.d8.loss_cls: 0.2140, decode.d8.loss_mask: 0.4423, decode.d8.loss_dice: 0.7132, loss: 15.7901 2022-04-27 10:05:32,079 - mmseg - INFO - Iter [111200/160000] lr: 4.379e-07, eta: 14:41:14, time: 1.052, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2046, decode.loss_mask: 0.4368, decode.loss_dice: 0.6924, decode.d0.loss_cls: 1.8830, decode.d0.loss_mask: 0.4801, decode.d0.loss_dice: 0.7970, decode.d1.loss_cls: 0.2985, decode.d1.loss_mask: 0.4537, decode.d1.loss_dice: 0.7359, decode.d2.loss_cls: 0.2487, decode.d2.loss_mask: 0.4466, decode.d2.loss_dice: 0.7139, decode.d3.loss_cls: 0.2326, decode.d3.loss_mask: 0.4426, decode.d3.loss_dice: 0.7023, decode.d4.loss_cls: 0.2179, decode.d4.loss_mask: 0.4410, decode.d4.loss_dice: 0.7016, decode.d5.loss_cls: 0.2102, decode.d5.loss_mask: 0.4409, decode.d5.loss_dice: 0.6969, decode.d6.loss_cls: 0.2112, decode.d6.loss_mask: 0.4387, decode.d6.loss_dice: 0.6970, decode.d7.loss_cls: 0.2108, decode.d7.loss_mask: 0.4371, decode.d7.loss_dice: 0.6939, decode.d8.loss_cls: 0.2041, decode.d8.loss_mask: 0.4378, decode.d8.loss_dice: 0.6936, loss: 15.5014 2022-04-27 10:06:24,306 - mmseg - INFO - Iter [111250/160000] lr: 4.375e-07, eta: 14:40:19, time: 1.045, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1994, decode.loss_mask: 0.4784, decode.loss_dice: 0.7320, decode.d0.loss_cls: 1.8585, decode.d0.loss_mask: 0.5233, decode.d0.loss_dice: 0.8388, decode.d1.loss_cls: 0.2899, decode.d1.loss_mask: 0.4951, decode.d1.loss_dice: 0.7761, decode.d2.loss_cls: 0.2428, decode.d2.loss_mask: 0.4889, decode.d2.loss_dice: 0.7541, decode.d3.loss_cls: 0.2198, decode.d3.loss_mask: 0.4830, decode.d3.loss_dice: 0.7428, decode.d4.loss_cls: 0.2096, decode.d4.loss_mask: 0.4810, decode.d4.loss_dice: 0.7405, decode.d5.loss_cls: 0.2032, decode.d5.loss_mask: 0.4809, decode.d5.loss_dice: 0.7374, decode.d6.loss_cls: 0.1984, decode.d6.loss_mask: 0.4790, decode.d6.loss_dice: 0.7337, decode.d7.loss_cls: 0.1958, decode.d7.loss_mask: 0.4781, decode.d7.loss_dice: 0.7325, decode.d8.loss_cls: 0.2022, decode.d8.loss_mask: 0.4771, decode.d8.loss_dice: 0.7302, loss: 16.2026 2022-04-27 10:07:17,371 - mmseg - INFO - Iter [111300/160000] lr: 4.370e-07, eta: 14:39:24, time: 1.061, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2075, decode.loss_mask: 0.4563, decode.loss_dice: 0.7112, decode.d0.loss_cls: 1.9018, decode.d0.loss_mask: 0.5013, decode.d0.loss_dice: 0.8195, decode.d1.loss_cls: 0.2883, decode.d1.loss_mask: 0.4730, decode.d1.loss_dice: 0.7581, decode.d2.loss_cls: 0.2454, decode.d2.loss_mask: 0.4638, decode.d2.loss_dice: 0.7393, decode.d3.loss_cls: 0.2363, decode.d3.loss_mask: 0.4570, decode.d3.loss_dice: 0.7234, decode.d4.loss_cls: 0.2215, decode.d4.loss_mask: 0.4580, decode.d4.loss_dice: 0.7183, decode.d5.loss_cls: 0.2140, decode.d5.loss_mask: 0.4580, decode.d5.loss_dice: 0.7192, decode.d6.loss_cls: 0.2123, decode.d6.loss_mask: 0.4536, decode.d6.loss_dice: 0.7099, decode.d7.loss_cls: 0.2088, decode.d7.loss_mask: 0.4555, decode.d7.loss_dice: 0.7125, decode.d8.loss_cls: 0.2087, decode.d8.loss_mask: 0.4557, decode.d8.loss_dice: 0.7150, loss: 15.9033 2022-04-27 10:08:10,667 - mmseg - INFO - Iter [111350/160000] lr: 4.366e-07, eta: 14:38:30, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1960, decode.loss_mask: 0.4446, decode.loss_dice: 0.7010, decode.d0.loss_cls: 1.8881, decode.d0.loss_mask: 0.4850, decode.d0.loss_dice: 0.7989, decode.d1.loss_cls: 0.2780, decode.d1.loss_mask: 0.4638, decode.d1.loss_dice: 0.7407, decode.d2.loss_cls: 0.2470, decode.d2.loss_mask: 0.4505, decode.d2.loss_dice: 0.7218, decode.d3.loss_cls: 0.2210, decode.d3.loss_mask: 0.4455, decode.d3.loss_dice: 0.7073, decode.d4.loss_cls: 0.2118, decode.d4.loss_mask: 0.4468, decode.d4.loss_dice: 0.7045, decode.d5.loss_cls: 0.2054, decode.d5.loss_mask: 0.4447, decode.d5.loss_dice: 0.7018, decode.d6.loss_cls: 0.2035, decode.d6.loss_mask: 0.4457, decode.d6.loss_dice: 0.7011, decode.d7.loss_cls: 0.2010, decode.d7.loss_mask: 0.4443, decode.d7.loss_dice: 0.6997, decode.d8.loss_cls: 0.1997, decode.d8.loss_mask: 0.4441, decode.d8.loss_dice: 0.6990, loss: 15.5425 2022-04-27 10:09:05,111 - mmseg - INFO - Iter [111400/160000] lr: 4.361e-07, eta: 14:37:36, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2126, decode.loss_mask: 0.4639, decode.loss_dice: 0.7200, decode.d0.loss_cls: 1.8615, decode.d0.loss_mask: 0.5104, decode.d0.loss_dice: 0.8293, decode.d1.loss_cls: 0.2950, decode.d1.loss_mask: 0.4798, decode.d1.loss_dice: 0.7600, decode.d2.loss_cls: 0.2480, decode.d2.loss_mask: 0.4728, decode.d2.loss_dice: 0.7410, decode.d3.loss_cls: 0.2333, decode.d3.loss_mask: 0.4680, decode.d3.loss_dice: 0.7290, decode.d4.loss_cls: 0.2315, decode.d4.loss_mask: 0.4655, decode.d4.loss_dice: 0.7229, decode.d5.loss_cls: 0.2205, decode.d5.loss_mask: 0.4664, decode.d5.loss_dice: 0.7241, decode.d6.loss_cls: 0.2227, decode.d6.loss_mask: 0.4650, decode.d6.loss_dice: 0.7183, decode.d7.loss_cls: 0.2198, decode.d7.loss_mask: 0.4644, decode.d7.loss_dice: 0.7218, decode.d8.loss_cls: 0.2230, decode.d8.loss_mask: 0.4638, decode.d8.loss_dice: 0.7174, loss: 16.0717 2022-04-27 10:09:58,322 - mmseg - INFO - Iter [111450/160000] lr: 4.357e-07, eta: 14:36:41, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2046, decode.loss_mask: 0.4428, decode.loss_dice: 0.7066, decode.d0.loss_cls: 1.8962, decode.d0.loss_mask: 0.4877, decode.d0.loss_dice: 0.8148, decode.d1.loss_cls: 0.2748, decode.d1.loss_mask: 0.4593, decode.d1.loss_dice: 0.7481, decode.d2.loss_cls: 0.2476, decode.d2.loss_mask: 0.4501, decode.d2.loss_dice: 0.7276, decode.d3.loss_cls: 0.2219, decode.d3.loss_mask: 0.4467, decode.d3.loss_dice: 0.7177, decode.d4.loss_cls: 0.2221, decode.d4.loss_mask: 0.4465, decode.d4.loss_dice: 0.7107, decode.d5.loss_cls: 0.2118, decode.d5.loss_mask: 0.4457, decode.d5.loss_dice: 0.7108, decode.d6.loss_cls: 0.2120, decode.d6.loss_mask: 0.4432, decode.d6.loss_dice: 0.7024, decode.d7.loss_cls: 0.2084, decode.d7.loss_mask: 0.4437, decode.d7.loss_dice: 0.7047, decode.d8.loss_cls: 0.2074, decode.d8.loss_mask: 0.4436, decode.d8.loss_dice: 0.7049, loss: 15.6644 2022-04-27 10:10:51,670 - mmseg - INFO - Iter [111500/160000] lr: 4.352e-07, eta: 14:35:47, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2186, decode.loss_mask: 0.4431, decode.loss_dice: 0.6996, decode.d0.loss_cls: 1.9382, decode.d0.loss_mask: 0.4872, decode.d0.loss_dice: 0.8156, decode.d1.loss_cls: 0.3019, decode.d1.loss_mask: 0.4572, decode.d1.loss_dice: 0.7443, decode.d2.loss_cls: 0.2617, decode.d2.loss_mask: 0.4524, decode.d2.loss_dice: 0.7249, decode.d3.loss_cls: 0.2448, decode.d3.loss_mask: 0.4480, decode.d3.loss_dice: 0.7073, decode.d4.loss_cls: 0.2372, decode.d4.loss_mask: 0.4472, decode.d4.loss_dice: 0.7034, decode.d5.loss_cls: 0.2263, decode.d5.loss_mask: 0.4464, decode.d5.loss_dice: 0.7093, decode.d6.loss_cls: 0.2235, decode.d6.loss_mask: 0.4463, decode.d6.loss_dice: 0.7028, decode.d7.loss_cls: 0.2212, decode.d7.loss_mask: 0.4461, decode.d7.loss_dice: 0.7007, decode.d8.loss_cls: 0.2189, decode.d8.loss_mask: 0.4440, decode.d8.loss_dice: 0.7049, loss: 15.8229 2022-04-27 10:11:45,834 - mmseg - INFO - Iter [111550/160000] lr: 4.348e-07, eta: 14:34:52, time: 1.083, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2158, decode.loss_mask: 0.4556, decode.loss_dice: 0.7133, decode.d0.loss_cls: 1.8945, decode.d0.loss_mask: 0.5000, decode.d0.loss_dice: 0.8286, decode.d1.loss_cls: 0.3069, decode.d1.loss_mask: 0.4724, decode.d1.loss_dice: 0.7611, decode.d2.loss_cls: 0.2636, decode.d2.loss_mask: 0.4622, decode.d2.loss_dice: 0.7373, decode.d3.loss_cls: 0.2390, decode.d3.loss_mask: 0.4582, decode.d3.loss_dice: 0.7266, decode.d4.loss_cls: 0.2348, decode.d4.loss_mask: 0.4558, decode.d4.loss_dice: 0.7225, decode.d5.loss_cls: 0.2294, decode.d5.loss_mask: 0.4562, decode.d5.loss_dice: 0.7211, decode.d6.loss_cls: 0.2243, decode.d6.loss_mask: 0.4548, decode.d6.loss_dice: 0.7147, decode.d7.loss_cls: 0.2226, decode.d7.loss_mask: 0.4539, decode.d7.loss_dice: 0.7122, decode.d8.loss_cls: 0.2197, decode.d8.loss_mask: 0.4548, decode.d8.loss_dice: 0.7112, loss: 16.0231 2022-04-27 10:12:39,061 - mmseg - INFO - Iter [111600/160000] lr: 4.343e-07, eta: 14:33:58, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2105, decode.loss_mask: 0.4464, decode.loss_dice: 0.6909, decode.d0.loss_cls: 1.9413, decode.d0.loss_mask: 0.4975, decode.d0.loss_dice: 0.8018, decode.d1.loss_cls: 0.2872, decode.d1.loss_mask: 0.4642, decode.d1.loss_dice: 0.7359, decode.d2.loss_cls: 0.2458, decode.d2.loss_mask: 0.4571, decode.d2.loss_dice: 0.7180, decode.d3.loss_cls: 0.2299, decode.d3.loss_mask: 0.4499, decode.d3.loss_dice: 0.7040, decode.d4.loss_cls: 0.2203, decode.d4.loss_mask: 0.4491, decode.d4.loss_dice: 0.7030, decode.d5.loss_cls: 0.2193, decode.d5.loss_mask: 0.4494, decode.d5.loss_dice: 0.7005, decode.d6.loss_cls: 0.2135, decode.d6.loss_mask: 0.4477, decode.d6.loss_dice: 0.6952, decode.d7.loss_cls: 0.2124, decode.d7.loss_mask: 0.4473, decode.d7.loss_dice: 0.6946, decode.d8.loss_cls: 0.2077, decode.d8.loss_mask: 0.4473, decode.d8.loss_dice: 0.6949, loss: 15.6827 2022-04-27 10:13:32,690 - mmseg - INFO - Iter [111650/160000] lr: 4.339e-07, eta: 14:33:03, time: 1.073, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2099, decode.loss_mask: 0.4578, decode.loss_dice: 0.7222, decode.d0.loss_cls: 1.8588, decode.d0.loss_mask: 0.5029, decode.d0.loss_dice: 0.8270, decode.d1.loss_cls: 0.2880, decode.d1.loss_mask: 0.4720, decode.d1.loss_dice: 0.7659, decode.d2.loss_cls: 0.2536, decode.d2.loss_mask: 0.4634, decode.d2.loss_dice: 0.7413, decode.d3.loss_cls: 0.2319, decode.d3.loss_mask: 0.4611, decode.d3.loss_dice: 0.7252, decode.d4.loss_cls: 0.2264, decode.d4.loss_mask: 0.4600, decode.d4.loss_dice: 0.7289, decode.d5.loss_cls: 0.2156, decode.d5.loss_mask: 0.4607, decode.d5.loss_dice: 0.7278, decode.d6.loss_cls: 0.2121, decode.d6.loss_mask: 0.4602, decode.d6.loss_dice: 0.7270, decode.d7.loss_cls: 0.2056, decode.d7.loss_mask: 0.4603, decode.d7.loss_dice: 0.7262, decode.d8.loss_cls: 0.2086, decode.d8.loss_mask: 0.4577, decode.d8.loss_dice: 0.7251, loss: 15.9831 2022-04-27 10:14:25,338 - mmseg - INFO - Iter [111700/160000] lr: 4.334e-07, eta: 14:32:09, time: 1.053, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2000, decode.loss_mask: 0.4560, decode.loss_dice: 0.7055, decode.d0.loss_cls: 1.9021, decode.d0.loss_mask: 0.5010, decode.d0.loss_dice: 0.8092, decode.d1.loss_cls: 0.2926, decode.d1.loss_mask: 0.4721, decode.d1.loss_dice: 0.7419, decode.d2.loss_cls: 0.2455, decode.d2.loss_mask: 0.4646, decode.d2.loss_dice: 0.7252, decode.d3.loss_cls: 0.2262, decode.d3.loss_mask: 0.4596, decode.d3.loss_dice: 0.7098, decode.d4.loss_cls: 0.2197, decode.d4.loss_mask: 0.4577, decode.d4.loss_dice: 0.7098, decode.d5.loss_cls: 0.2132, decode.d5.loss_mask: 0.4564, decode.d5.loss_dice: 0.7111, decode.d6.loss_cls: 0.2087, decode.d6.loss_mask: 0.4548, decode.d6.loss_dice: 0.7013, decode.d7.loss_cls: 0.2092, decode.d7.loss_mask: 0.4556, decode.d7.loss_dice: 0.7052, decode.d8.loss_cls: 0.2030, decode.d8.loss_mask: 0.4552, decode.d8.loss_dice: 0.7043, loss: 15.7767 2022-04-27 10:15:18,914 - mmseg - INFO - Iter [111750/160000] lr: 4.330e-07, eta: 14:31:14, time: 1.071, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2004, decode.loss_mask: 0.4596, decode.loss_dice: 0.7147, decode.d0.loss_cls: 1.9039, decode.d0.loss_mask: 0.5016, decode.d0.loss_dice: 0.8143, decode.d1.loss_cls: 0.2869, decode.d1.loss_mask: 0.4757, decode.d1.loss_dice: 0.7546, decode.d2.loss_cls: 0.2448, decode.d2.loss_mask: 0.4673, decode.d2.loss_dice: 0.7342, decode.d3.loss_cls: 0.2192, decode.d3.loss_mask: 0.4633, decode.d3.loss_dice: 0.7232, decode.d4.loss_cls: 0.2125, decode.d4.loss_mask: 0.4618, decode.d4.loss_dice: 0.7155, decode.d5.loss_cls: 0.2093, decode.d5.loss_mask: 0.4611, decode.d5.loss_dice: 0.7159, decode.d6.loss_cls: 0.2059, decode.d6.loss_mask: 0.4603, decode.d6.loss_dice: 0.7098, decode.d7.loss_cls: 0.2067, decode.d7.loss_mask: 0.4586, decode.d7.loss_dice: 0.7108, decode.d8.loss_cls: 0.2030, decode.d8.loss_mask: 0.4587, decode.d8.loss_dice: 0.7143, loss: 15.8678 2022-04-27 10:16:13,150 - mmseg - INFO - Iter [111800/160000] lr: 4.325e-07, eta: 14:30:20, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2304, decode.loss_mask: 0.4584, decode.loss_dice: 0.7318, decode.d0.loss_cls: 1.9235, decode.d0.loss_mask: 0.5094, decode.d0.loss_dice: 0.8507, decode.d1.loss_cls: 0.3125, decode.d1.loss_mask: 0.4779, decode.d1.loss_dice: 0.7818, decode.d2.loss_cls: 0.2745, decode.d2.loss_mask: 0.4698, decode.d2.loss_dice: 0.7578, decode.d3.loss_cls: 0.2462, decode.d3.loss_mask: 0.4661, decode.d3.loss_dice: 0.7435, decode.d4.loss_cls: 0.2365, decode.d4.loss_mask: 0.4613, decode.d4.loss_dice: 0.7402, decode.d5.loss_cls: 0.2345, decode.d5.loss_mask: 0.4627, decode.d5.loss_dice: 0.7426, decode.d6.loss_cls: 0.2309, decode.d6.loss_mask: 0.4597, decode.d6.loss_dice: 0.7365, decode.d7.loss_cls: 0.2309, decode.d7.loss_mask: 0.4564, decode.d7.loss_dice: 0.7327, decode.d8.loss_cls: 0.2292, decode.d8.loss_mask: 0.4575, decode.d8.loss_dice: 0.7343, loss: 16.3800 2022-04-27 10:17:06,649 - mmseg - INFO - Iter [111850/160000] lr: 4.321e-07, eta: 14:29:25, time: 1.070, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2231, decode.loss_mask: 0.4445, decode.loss_dice: 0.6994, decode.d0.loss_cls: 1.9298, decode.d0.loss_mask: 0.4879, decode.d0.loss_dice: 0.8059, decode.d1.loss_cls: 0.3050, decode.d1.loss_mask: 0.4655, decode.d1.loss_dice: 0.7477, decode.d2.loss_cls: 0.2611, decode.d2.loss_mask: 0.4547, decode.d2.loss_dice: 0.7210, decode.d3.loss_cls: 0.2336, decode.d3.loss_mask: 0.4506, decode.d3.loss_dice: 0.7104, decode.d4.loss_cls: 0.2292, decode.d4.loss_mask: 0.4500, decode.d4.loss_dice: 0.7118, decode.d5.loss_cls: 0.2252, decode.d5.loss_mask: 0.4471, decode.d5.loss_dice: 0.7047, decode.d6.loss_cls: 0.2181, decode.d6.loss_mask: 0.4467, decode.d6.loss_dice: 0.7014, decode.d7.loss_cls: 0.2221, decode.d7.loss_mask: 0.4462, decode.d7.loss_dice: 0.7007, decode.d8.loss_cls: 0.2162, decode.d8.loss_mask: 0.4452, decode.d8.loss_dice: 0.7010, loss: 15.8059 2022-04-27 10:18:00,565 - mmseg - INFO - Iter [111900/160000] lr: 4.316e-07, eta: 14:28:31, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2167, decode.loss_mask: 0.4484, decode.loss_dice: 0.7041, decode.d0.loss_cls: 1.8812, decode.d0.loss_mask: 0.4932, decode.d0.loss_dice: 0.8119, decode.d1.loss_cls: 0.2989, decode.d1.loss_mask: 0.4609, decode.d1.loss_dice: 0.7419, decode.d2.loss_cls: 0.2613, decode.d2.loss_mask: 0.4540, decode.d2.loss_dice: 0.7242, decode.d3.loss_cls: 0.2328, decode.d3.loss_mask: 0.4527, decode.d3.loss_dice: 0.7073, decode.d4.loss_cls: 0.2236, decode.d4.loss_mask: 0.4523, decode.d4.loss_dice: 0.7122, decode.d5.loss_cls: 0.2228, decode.d5.loss_mask: 0.4508, decode.d5.loss_dice: 0.7048, decode.d6.loss_cls: 0.2129, decode.d6.loss_mask: 0.4506, decode.d6.loss_dice: 0.7002, decode.d7.loss_cls: 0.2170, decode.d7.loss_mask: 0.4507, decode.d7.loss_dice: 0.7056, decode.d8.loss_cls: 0.2115, decode.d8.loss_mask: 0.4500, decode.d8.loss_dice: 0.7041, loss: 15.7587 2022-04-27 10:18:54,704 - mmseg - INFO - Iter [111950/160000] lr: 4.312e-07, eta: 14:27:37, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2285, decode.loss_mask: 0.4437, decode.loss_dice: 0.7176, decode.d0.loss_cls: 1.9709, decode.d0.loss_mask: 0.4938, decode.d0.loss_dice: 0.8335, decode.d1.loss_cls: 0.3283, decode.d1.loss_mask: 0.4628, decode.d1.loss_dice: 0.7674, decode.d2.loss_cls: 0.2776, decode.d2.loss_mask: 0.4573, decode.d2.loss_dice: 0.7448, decode.d3.loss_cls: 0.2602, decode.d3.loss_mask: 0.4493, decode.d3.loss_dice: 0.7239, decode.d4.loss_cls: 0.2453, decode.d4.loss_mask: 0.4465, decode.d4.loss_dice: 0.7290, decode.d5.loss_cls: 0.2400, decode.d5.loss_mask: 0.4455, decode.d5.loss_dice: 0.7211, decode.d6.loss_cls: 0.2372, decode.d6.loss_mask: 0.4450, decode.d6.loss_dice: 0.7213, decode.d7.loss_cls: 0.2300, decode.d7.loss_mask: 0.4444, decode.d7.loss_dice: 0.7211, decode.d8.loss_cls: 0.2315, decode.d8.loss_mask: 0.4434, decode.d8.loss_dice: 0.7204, loss: 16.1813 2022-04-27 10:19:49,276 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 10:19:49,278 - mmseg - INFO - Iter [112000/160000] lr: 4.307e-07, eta: 14:26:43, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2135, decode.loss_mask: 0.4422, decode.loss_dice: 0.6943, decode.d0.loss_cls: 1.9129, decode.d0.loss_mask: 0.4831, decode.d0.loss_dice: 0.7996, decode.d1.loss_cls: 0.2963, decode.d1.loss_mask: 0.4561, decode.d1.loss_dice: 0.7376, decode.d2.loss_cls: 0.2607, decode.d2.loss_mask: 0.4471, decode.d2.loss_dice: 0.7173, decode.d3.loss_cls: 0.2321, decode.d3.loss_mask: 0.4456, decode.d3.loss_dice: 0.7035, decode.d4.loss_cls: 0.2299, decode.d4.loss_mask: 0.4446, decode.d4.loss_dice: 0.7042, decode.d5.loss_cls: 0.2227, decode.d5.loss_mask: 0.4463, decode.d5.loss_dice: 0.7017, decode.d6.loss_cls: 0.2173, decode.d6.loss_mask: 0.4444, decode.d6.loss_dice: 0.6941, decode.d7.loss_cls: 0.2163, decode.d7.loss_mask: 0.4434, decode.d7.loss_dice: 0.6961, decode.d8.loss_cls: 0.2076, decode.d8.loss_mask: 0.4445, decode.d8.loss_dice: 0.6952, loss: 15.6503 2022-04-27 10:21:12,412 - mmseg - INFO - per class results: 2022-04-27 10:21:12,427 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 82.27 | 89.51 | | building | 84.95 | 92.47 | | sky | 95.15 | 97.61 | | floor | 85.72 | 92.33 | | tree | 77.64 | 89.13 | | ceiling | 87.63 | 93.39 | | road | 84.91 | 89.6 | | bed | 91.93 | 96.98 | | windowpane | 66.72 | 81.02 | | grass | 69.26 | 82.86 | | cabinet | 66.85 | 79.81 | | sidewalk | 68.9 | 82.29 | | person | 86.5 | 93.8 | | earth | 43.69 | 58.85 | | door | 58.87 | 78.53 | | table | 70.69 | 82.05 | | mountain | 60.58 | 73.83 | | plant | 53.68 | 66.39 | | curtain | 78.45 | 88.89 | | chair | 68.68 | 79.93 | | car | 88.78 | 94.2 | | water | 61.99 | 75.29 | | painting | 76.99 | 90.96 | | sofa | 79.31 | 87.72 | | shelf | 45.13 | 60.38 | | house | 52.32 | 73.53 | | sea | 62.28 | 82.65 | | mirror | 79.04 | 87.58 | | rug | 72.8 | 80.56 | | field | 35.35 | 56.88 | | armchair | 58.34 | 79.65 | | seat | 69.35 | 85.26 | | fence | 53.21 | 69.2 | | desk | 55.01 | 80.78 | | rock | 52.89 | 78.87 | | wardrobe | 62.0 | 77.19 | | lamp | 75.97 | 88.64 | | bathtub | 83.16 | 86.36 | | railing | 39.26 | 56.84 | | cushion | 68.61 | 80.43 | | base | 39.87 | 56.78 | | box | 38.84 | 51.84 | | column | 53.56 | 67.37 | | signboard | 40.71 | 56.71 | | chest of drawers | 42.75 | 59.98 | | counter | 54.83 | 64.03 | | sand | 60.25 | 87.29 | | sink | 80.11 | 86.66 | | skyscraper | 42.72 | 52.47 | | fireplace | 78.89 | 89.47 | | refrigerator | 76.8 | 83.12 | | grandstand | 47.66 | 85.91 | | path | 27.76 | 44.8 | | stairs | 22.4 | 25.19 | | runway | 73.82 | 93.55 | | case | 62.72 | 85.37 | | pool table | 94.9 | 97.88 | | pillow | 62.75 | 72.73 | | screen door | 64.5 | 70.97 | | stairway | 41.46 | 66.82 | | river | 15.35 | 31.43 | | bridge | 62.7 | 90.0 | | bookcase | 44.36 | 71.83 | | blind | 38.78 | 45.15 | | coffee table | 70.86 | 86.93 | | toilet | 90.31 | 93.17 | | flower | 46.45 | 63.62 | | book | 58.29 | 73.92 | | hill | 6.67 | 14.5 | | bench | 66.33 | 77.11 | | countertop | 65.82 | 84.4 | | stove | 85.8 | 89.39 | | palm | 58.92 | 84.17 | | kitchen island | 60.53 | 81.69 | | computer | 82.83 | 90.9 | | swivel chair | 51.55 | 72.33 | | boat | 71.79 | 92.66 | | bar | 62.91 | 71.26 | | arcade machine | 34.11 | 37.81 | | hovel | 17.34 | 18.75 | | bus | 92.95 | 96.24 | | towel | 79.62 | 85.52 | | light | 63.5 | 78.96 | | truck | 52.32 | 67.75 | | tower | 20.29 | 35.76 | | chandelier | 67.22 | 77.09 | | awning | 40.04 | 52.22 | | streetlight | 47.81 | 63.12 | | booth | 38.13 | 73.19 | | television receiver | 85.31 | 91.33 | | airplane | 71.87 | 76.93 | | dirt track | 15.68 | 32.87 | | apparel | 37.95 | 54.55 | | pole | 40.58 | 60.85 | | land | 3.92 | 5.45 | | bannister | 21.72 | 31.95 | | escalator | 58.48 | 83.46 | | ottoman | 57.06 | 75.97 | | bottle | 46.55 | 70.42 | | buffet | 54.88 | 70.47 | | poster | 37.36 | 55.75 | | stage | 19.75 | 39.91 | | van | 47.43 | 63.38 | | ship | 79.2 | 81.38 | | fountain | 57.51 | 65.54 | | conveyer belt | 85.0 | 97.21 | | canopy | 51.2 | 77.71 | | washer | 88.15 | 92.9 | | plaything | 31.87 | 53.12 | | swimming pool | 62.22 | 76.22 | | stool | 57.33 | 77.29 | | barrel | 86.93 | 98.16 | | basket | 44.8 | 62.63 | | waterfall | 53.28 | 56.62 | | tent | 93.2 | 98.08 | | bag | 26.7 | 34.36 | | minibike | 77.21 | 91.79 | | cradle | 89.86 | 97.49 | | oven | 63.16 | 82.6 | | ball | 40.06 | 42.17 | | food | 61.96 | 74.96 | | step | 14.2 | 20.28 | | tank | 57.18 | 60.6 | | trade name | 21.77 | 24.94 | | microwave | 88.47 | 94.67 | | pot | 60.09 | 70.79 | | animal | 51.22 | 52.12 | | bicycle | 57.61 | 74.79 | | lake | 52.56 | 63.72 | | dishwasher | 70.46 | 82.65 | | screen | 57.4 | 91.04 | | blanket | 29.17 | 35.9 | | sculpture | 75.06 | 87.17 | | hood | 66.66 | 77.67 | | sconce | 62.76 | 76.93 | | vase | 55.5 | 71.79 | | traffic light | 48.19 | 69.49 | | tray | 26.3 | 35.63 | | ashcan | 53.53 | 70.17 | | fan | 72.7 | 86.24 | | pier | 39.69 | 42.69 | | crt screen | 0.95 | 2.78 | | plate | 64.9 | 80.44 | | monitor | 5.87 | 7.04 | | bulletin board | 49.96 | 60.9 | | shower | 6.69 | 27.81 | | radiator | 69.33 | 85.43 | | glass | 25.9 | 28.88 | | clock | 60.54 | 74.48 | | flag | 74.05 | 82.26 | +---------------------+-------+-------+ 2022-04-27 10:21:12,427 - mmseg - INFO - Summary: 2022-04-27 10:21:12,427 - mmseg - INFO - +-------+-------+------+ | aAcc | mIoU | mAcc | +-------+-------+------+ | 86.06 | 57.48 | 70.5 | +-------+-------+------+ 2022-04-27 10:21:12,435 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 10:21:12,436 - mmseg - INFO - Iter(val) [250] aAcc: 0.8606, mIoU: 0.5748, mAcc: 0.7050, IoU.wall: 0.8227, IoU.building: 0.8495, IoU.sky: 0.9515, IoU.floor: 0.8572, IoU.tree: 0.7764, IoU.ceiling: 0.8763, IoU.road: 0.8491, IoU.bed : 0.9193, IoU.windowpane: 0.6672, IoU.grass: 0.6926, IoU.cabinet: 0.6685, IoU.sidewalk: 0.6890, IoU.person: 0.8650, IoU.earth: 0.4369, IoU.door: 0.5887, IoU.table: 0.7069, IoU.mountain: 0.6058, IoU.plant: 0.5368, IoU.curtain: 0.7845, IoU.chair: 0.6868, IoU.car: 0.8878, IoU.water: 0.6199, IoU.painting: 0.7699, IoU.sofa: 0.7931, IoU.shelf: 0.4513, IoU.house: 0.5232, IoU.sea: 0.6228, IoU.mirror: 0.7904, IoU.rug: 0.7280, IoU.field: 0.3535, IoU.armchair: 0.5834, IoU.seat: 0.6935, IoU.fence: 0.5321, IoU.desk: 0.5501, IoU.rock: 0.5289, IoU.wardrobe: 0.6200, IoU.lamp: 0.7597, IoU.bathtub: 0.8316, IoU.railing: 0.3926, IoU.cushion: 0.6861, IoU.base: 0.3987, IoU.box: 0.3884, IoU.column: 0.5356, IoU.signboard: 0.4071, IoU.chest of drawers: 0.4275, IoU.counter: 0.5483, IoU.sand: 0.6025, IoU.sink: 0.8011, IoU.skyscraper: 0.4272, IoU.fireplace: 0.7889, IoU.refrigerator: 0.7680, IoU.grandstand: 0.4766, IoU.path: 0.2776, IoU.stairs: 0.2240, IoU.runway: 0.7382, IoU.case: 0.6272, IoU.pool table: 0.9490, IoU.pillow: 0.6275, IoU.screen door: 0.6450, IoU.stairway: 0.4146, IoU.river: 0.1535, IoU.bridge: 0.6270, IoU.bookcase: 0.4436, IoU.blind: 0.3878, IoU.coffee table: 0.7086, IoU.toilet: 0.9031, IoU.flower: 0.4645, IoU.book: 0.5829, IoU.hill: 0.0667, IoU.bench: 0.6633, IoU.countertop: 0.6582, IoU.stove: 0.8580, IoU.palm: 0.5892, IoU.kitchen island: 0.6053, IoU.computer: 0.8283, IoU.swivel chair: 0.5155, IoU.boat: 0.7179, IoU.bar: 0.6291, IoU.arcade machine: 0.3411, IoU.hovel: 0.1734, IoU.bus: 0.9295, IoU.towel: 0.7962, IoU.light: 0.6350, IoU.truck: 0.5232, IoU.tower: 0.2029, IoU.chandelier: 0.6722, IoU.awning: 0.4004, IoU.streetlight: 0.4781, IoU.booth: 0.3813, IoU.television receiver: 0.8531, IoU.airplane: 0.7187, IoU.dirt track: 0.1568, IoU.apparel: 0.3795, IoU.pole: 0.4058, IoU.land: 0.0392, IoU.bannister: 0.2172, IoU.escalator: 0.5848, IoU.ottoman: 0.5706, IoU.bottle: 0.4655, IoU.buffet: 0.5488, IoU.poster: 0.3736, IoU.stage: 0.1975, IoU.van: 0.4743, IoU.ship: 0.7920, IoU.fountain: 0.5751, IoU.conveyer belt: 0.8500, IoU.canopy: 0.5120, IoU.washer: 0.8815, IoU.plaything: 0.3187, IoU.swimming pool: 0.6222, IoU.stool: 0.5733, IoU.barrel: 0.8693, IoU.basket: 0.4480, IoU.waterfall: 0.5328, IoU.tent: 0.9320, IoU.bag: 0.2670, IoU.minibike: 0.7721, IoU.cradle: 0.8986, IoU.oven: 0.6316, IoU.ball: 0.4006, IoU.food: 0.6196, IoU.step: 0.1420, IoU.tank: 0.5718, IoU.trade name: 0.2177, IoU.microwave: 0.8847, IoU.pot: 0.6009, IoU.animal: 0.5122, IoU.bicycle: 0.5761, IoU.lake: 0.5256, IoU.dishwasher: 0.7046, IoU.screen: 0.5740, IoU.blanket: 0.2917, IoU.sculpture: 0.7506, IoU.hood: 0.6666, IoU.sconce: 0.6276, IoU.vase: 0.5550, IoU.traffic light: 0.4819, IoU.tray: 0.2630, IoU.ashcan: 0.5353, IoU.fan: 0.7270, IoU.pier: 0.3969, IoU.crt screen: 0.0095, IoU.plate: 0.6490, IoU.monitor: 0.0587, IoU.bulletin board: 0.4996, IoU.shower: 0.0669, IoU.radiator: 0.6933, IoU.glass: 0.2590, IoU.clock: 0.6054, IoU.flag: 0.7405, Acc.wall: 0.8951, Acc.building: 0.9247, Acc.sky: 0.9761, Acc.floor: 0.9233, Acc.tree: 0.8913, Acc.ceiling: 0.9339, Acc.road: 0.8960, Acc.bed : 0.9698, Acc.windowpane: 0.8102, Acc.grass: 0.8286, Acc.cabinet: 0.7981, Acc.sidewalk: 0.8229, Acc.person: 0.9380, Acc.earth: 0.5885, Acc.door: 0.7853, Acc.table: 0.8205, Acc.mountain: 0.7383, Acc.plant: 0.6639, Acc.curtain: 0.8889, Acc.chair: 0.7993, Acc.car: 0.9420, Acc.water: 0.7529, Acc.painting: 0.9096, Acc.sofa: 0.8772, Acc.shelf: 0.6038, Acc.house: 0.7353, Acc.sea: 0.8265, Acc.mirror: 0.8758, Acc.rug: 0.8056, Acc.field: 0.5688, Acc.armchair: 0.7965, Acc.seat: 0.8526, Acc.fence: 0.6920, Acc.desk: 0.8078, Acc.rock: 0.7887, Acc.wardrobe: 0.7719, Acc.lamp: 0.8864, Acc.bathtub: 0.8636, Acc.railing: 0.5684, Acc.cushion: 0.8043, Acc.base: 0.5678, Acc.box: 0.5184, Acc.column: 0.6737, Acc.signboard: 0.5671, Acc.chest of drawers: 0.5998, Acc.counter: 0.6403, Acc.sand: 0.8729, Acc.sink: 0.8666, Acc.skyscraper: 0.5247, Acc.fireplace: 0.8947, Acc.refrigerator: 0.8312, Acc.grandstand: 0.8591, Acc.path: 0.4480, Acc.stairs: 0.2519, Acc.runway: 0.9355, Acc.case: 0.8537, Acc.pool table: 0.9788, Acc.pillow: 0.7273, Acc.screen door: 0.7097, Acc.stairway: 0.6682, Acc.river: 0.3143, Acc.bridge: 0.9000, Acc.bookcase: 0.7183, Acc.blind: 0.4515, Acc.coffee table: 0.8693, Acc.toilet: 0.9317, Acc.flower: 0.6362, Acc.book: 0.7392, Acc.hill: 0.1450, Acc.bench: 0.7711, Acc.countertop: 0.8440, Acc.stove: 0.8939, Acc.palm: 0.8417, Acc.kitchen island: 0.8169, Acc.computer: 0.9090, Acc.swivel chair: 0.7233, Acc.boat: 0.9266, Acc.bar: 0.7126, Acc.arcade machine: 0.3781, Acc.hovel: 0.1875, Acc.bus: 0.9624, Acc.towel: 0.8552, Acc.light: 0.7896, Acc.truck: 0.6775, Acc.tower: 0.3576, Acc.chandelier: 0.7709, Acc.awning: 0.5222, Acc.streetlight: 0.6312, Acc.booth: 0.7319, Acc.television receiver: 0.9133, Acc.airplane: 0.7693, Acc.dirt track: 0.3287, Acc.apparel: 0.5455, Acc.pole: 0.6085, Acc.land: 0.0545, Acc.bannister: 0.3195, Acc.escalator: 0.8346, Acc.ottoman: 0.7597, Acc.bottle: 0.7042, Acc.buffet: 0.7047, Acc.poster: 0.5575, Acc.stage: 0.3991, Acc.van: 0.6338, Acc.ship: 0.8138, Acc.fountain: 0.6554, Acc.conveyer belt: 0.9721, Acc.canopy: 0.7771, Acc.washer: 0.9290, Acc.plaything: 0.5312, Acc.swimming pool: 0.7622, Acc.stool: 0.7729, Acc.barrel: 0.9816, Acc.basket: 0.6263, Acc.waterfall: 0.5662, Acc.tent: 0.9808, Acc.bag: 0.3436, Acc.minibike: 0.9179, Acc.cradle: 0.9749, Acc.oven: 0.8260, Acc.ball: 0.4217, Acc.food: 0.7496, Acc.step: 0.2028, Acc.tank: 0.6060, Acc.trade name: 0.2494, Acc.microwave: 0.9467, Acc.pot: 0.7079, Acc.animal: 0.5212, Acc.bicycle: 0.7479, Acc.lake: 0.6372, Acc.dishwasher: 0.8265, Acc.screen: 0.9104, Acc.blanket: 0.3590, Acc.sculpture: 0.8717, Acc.hood: 0.7767, Acc.sconce: 0.7693, Acc.vase: 0.7179, Acc.traffic light: 0.6949, Acc.tray: 0.3563, Acc.ashcan: 0.7017, Acc.fan: 0.8624, Acc.pier: 0.4269, Acc.crt screen: 0.0278, Acc.plate: 0.8044, Acc.monitor: 0.0704, Acc.bulletin board: 0.6090, Acc.shower: 0.2781, Acc.radiator: 0.8543, Acc.glass: 0.2888, Acc.clock: 0.7448, Acc.flag: 0.8226 2022-04-27 10:22:07,080 - mmseg - INFO - Iter [112050/160000] lr: 4.303e-07, eta: 14:26:25, time: 2.756, data_time: 1.678, memory: 64049, decode.loss_cls: 0.2152, decode.loss_mask: 0.4536, decode.loss_dice: 0.7209, decode.d0.loss_cls: 1.8933, decode.d0.loss_mask: 0.4989, decode.d0.loss_dice: 0.8287, decode.d1.loss_cls: 0.3164, decode.d1.loss_mask: 0.4701, decode.d1.loss_dice: 0.7645, decode.d2.loss_cls: 0.2726, decode.d2.loss_mask: 0.4622, decode.d2.loss_dice: 0.7369, decode.d3.loss_cls: 0.2463, decode.d3.loss_mask: 0.4595, decode.d3.loss_dice: 0.7247, decode.d4.loss_cls: 0.2361, decode.d4.loss_mask: 0.4579, decode.d4.loss_dice: 0.7284, decode.d5.loss_cls: 0.2279, decode.d5.loss_mask: 0.4576, decode.d5.loss_dice: 0.7251, decode.d6.loss_cls: 0.2238, decode.d6.loss_mask: 0.4559, decode.d6.loss_dice: 0.7231, decode.d7.loss_cls: 0.2171, decode.d7.loss_mask: 0.4543, decode.d7.loss_dice: 0.7220, decode.d8.loss_cls: 0.2173, decode.d8.loss_mask: 0.4533, decode.d8.loss_dice: 0.7206, loss: 16.0841 2022-04-27 10:23:02,279 - mmseg - INFO - Iter [112100/160000] lr: 4.299e-07, eta: 14:25:31, time: 1.104, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2196, decode.loss_mask: 0.4534, decode.loss_dice: 0.7140, decode.d0.loss_cls: 1.8915, decode.d0.loss_mask: 0.4959, decode.d0.loss_dice: 0.8235, decode.d1.loss_cls: 0.3104, decode.d1.loss_mask: 0.4721, decode.d1.loss_dice: 0.7589, decode.d2.loss_cls: 0.2601, decode.d2.loss_mask: 0.4628, decode.d2.loss_dice: 0.7335, decode.d3.loss_cls: 0.2407, decode.d3.loss_mask: 0.4582, decode.d3.loss_dice: 0.7220, decode.d4.loss_cls: 0.2320, decode.d4.loss_mask: 0.4563, decode.d4.loss_dice: 0.7211, decode.d5.loss_cls: 0.2256, decode.d5.loss_mask: 0.4551, decode.d5.loss_dice: 0.7189, decode.d6.loss_cls: 0.2191, decode.d6.loss_mask: 0.4535, decode.d6.loss_dice: 0.7126, decode.d7.loss_cls: 0.2193, decode.d7.loss_mask: 0.4508, decode.d7.loss_dice: 0.7133, decode.d8.loss_cls: 0.2135, decode.d8.loss_mask: 0.4525, decode.d8.loss_dice: 0.7136, loss: 15.9735 2022-04-27 10:23:57,673 - mmseg - INFO - Iter [112150/160000] lr: 4.294e-07, eta: 14:24:37, time: 1.108, data_time: 0.013, memory: 64049, decode.loss_cls: 0.2276, decode.loss_mask: 0.4561, decode.loss_dice: 0.7209, decode.d0.loss_cls: 1.9066, decode.d0.loss_mask: 0.4955, decode.d0.loss_dice: 0.8282, decode.d1.loss_cls: 0.3091, decode.d1.loss_mask: 0.4751, decode.d1.loss_dice: 0.7704, decode.d2.loss_cls: 0.2632, decode.d2.loss_mask: 0.4656, decode.d2.loss_dice: 0.7510, decode.d3.loss_cls: 0.2522, decode.d3.loss_mask: 0.4615, decode.d3.loss_dice: 0.7351, decode.d4.loss_cls: 0.2402, decode.d4.loss_mask: 0.4586, decode.d4.loss_dice: 0.7323, decode.d5.loss_cls: 0.2357, decode.d5.loss_mask: 0.4601, decode.d5.loss_dice: 0.7348, decode.d6.loss_cls: 0.2237, decode.d6.loss_mask: 0.4590, decode.d6.loss_dice: 0.7279, decode.d7.loss_cls: 0.2238, decode.d7.loss_mask: 0.4593, decode.d7.loss_dice: 0.7256, decode.d8.loss_cls: 0.2242, decode.d8.loss_mask: 0.4577, decode.d8.loss_dice: 0.7262, loss: 16.2071 2022-04-27 10:24:52,926 - mmseg - INFO - Iter [112200/160000] lr: 4.290e-07, eta: 14:23:43, time: 1.105, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2186, decode.loss_mask: 0.4584, decode.loss_dice: 0.7244, decode.d0.loss_cls: 1.8756, decode.d0.loss_mask: 0.5010, decode.d0.loss_dice: 0.8297, decode.d1.loss_cls: 0.3076, decode.d1.loss_mask: 0.4746, decode.d1.loss_dice: 0.7668, decode.d2.loss_cls: 0.2632, decode.d2.loss_mask: 0.4641, decode.d2.loss_dice: 0.7405, decode.d3.loss_cls: 0.2395, decode.d3.loss_mask: 0.4636, decode.d3.loss_dice: 0.7336, decode.d4.loss_cls: 0.2284, decode.d4.loss_mask: 0.4617, decode.d4.loss_dice: 0.7310, decode.d5.loss_cls: 0.2207, decode.d5.loss_mask: 0.4603, decode.d5.loss_dice: 0.7303, decode.d6.loss_cls: 0.2172, decode.d6.loss_mask: 0.4598, decode.d6.loss_dice: 0.7210, decode.d7.loss_cls: 0.2193, decode.d7.loss_mask: 0.4573, decode.d7.loss_dice: 0.7246, decode.d8.loss_cls: 0.2168, decode.d8.loss_mask: 0.4584, decode.d8.loss_dice: 0.7204, loss: 16.0886 2022-04-27 10:25:47,736 - mmseg - INFO - Iter [112250/160000] lr: 4.285e-07, eta: 14:22:49, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2180, decode.loss_mask: 0.4497, decode.loss_dice: 0.7217, decode.d0.loss_cls: 1.9226, decode.d0.loss_mask: 0.4936, decode.d0.loss_dice: 0.8435, decode.d1.loss_cls: 0.3248, decode.d1.loss_mask: 0.4662, decode.d1.loss_dice: 0.7710, decode.d2.loss_cls: 0.2657, decode.d2.loss_mask: 0.4577, decode.d2.loss_dice: 0.7492, decode.d3.loss_cls: 0.2452, decode.d3.loss_mask: 0.4527, decode.d3.loss_dice: 0.7320, decode.d4.loss_cls: 0.2355, decode.d4.loss_mask: 0.4510, decode.d4.loss_dice: 0.7295, decode.d5.loss_cls: 0.2304, decode.d5.loss_mask: 0.4520, decode.d5.loss_dice: 0.7279, decode.d6.loss_cls: 0.2217, decode.d6.loss_mask: 0.4511, decode.d6.loss_dice: 0.7292, decode.d7.loss_cls: 0.2167, decode.d7.loss_mask: 0.4490, decode.d7.loss_dice: 0.7262, decode.d8.loss_cls: 0.2233, decode.d8.loss_mask: 0.4497, decode.d8.loss_dice: 0.7252, loss: 16.1320 2022-04-27 10:26:41,705 - mmseg - INFO - Iter [112300/160000] lr: 4.281e-07, eta: 14:21:55, time: 1.079, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2126, decode.loss_mask: 0.4527, decode.loss_dice: 0.7088, decode.d0.loss_cls: 1.8820, decode.d0.loss_mask: 0.4927, decode.d0.loss_dice: 0.8169, decode.d1.loss_cls: 0.3031, decode.d1.loss_mask: 0.4666, decode.d1.loss_dice: 0.7497, decode.d2.loss_cls: 0.2544, decode.d2.loss_mask: 0.4609, decode.d2.loss_dice: 0.7326, decode.d3.loss_cls: 0.2383, decode.d3.loss_mask: 0.4565, decode.d3.loss_dice: 0.7173, decode.d4.loss_cls: 0.2283, decode.d4.loss_mask: 0.4562, decode.d4.loss_dice: 0.7184, decode.d5.loss_cls: 0.2169, decode.d5.loss_mask: 0.4565, decode.d5.loss_dice: 0.7201, decode.d6.loss_cls: 0.2180, decode.d6.loss_mask: 0.4547, decode.d6.loss_dice: 0.7152, decode.d7.loss_cls: 0.2132, decode.d7.loss_mask: 0.4534, decode.d7.loss_dice: 0.7120, decode.d8.loss_cls: 0.2079, decode.d8.loss_mask: 0.4551, decode.d8.loss_dice: 0.7109, loss: 15.8815 2022-04-27 10:27:36,804 - mmseg - INFO - Iter [112350/160000] lr: 4.276e-07, eta: 14:21:01, time: 1.102, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2233, decode.loss_mask: 0.4709, decode.loss_dice: 0.7014, decode.d0.loss_cls: 1.8402, decode.d0.loss_mask: 0.5151, decode.d0.loss_dice: 0.8035, decode.d1.loss_cls: 0.3033, decode.d1.loss_mask: 0.4880, decode.d1.loss_dice: 0.7397, decode.d2.loss_cls: 0.2536, decode.d2.loss_mask: 0.4794, decode.d2.loss_dice: 0.7178, decode.d3.loss_cls: 0.2376, decode.d3.loss_mask: 0.4741, decode.d3.loss_dice: 0.7103, decode.d4.loss_cls: 0.2320, decode.d4.loss_mask: 0.4737, decode.d4.loss_dice: 0.7090, decode.d5.loss_cls: 0.2267, decode.d5.loss_mask: 0.4719, decode.d5.loss_dice: 0.7074, decode.d6.loss_cls: 0.2205, decode.d6.loss_mask: 0.4729, decode.d6.loss_dice: 0.7049, decode.d7.loss_cls: 0.2179, decode.d7.loss_mask: 0.4732, decode.d7.loss_dice: 0.7039, decode.d8.loss_cls: 0.2230, decode.d8.loss_mask: 0.4715, decode.d8.loss_dice: 0.7032, loss: 15.9701 2022-04-27 10:28:31,518 - mmseg - INFO - Iter [112400/160000] lr: 4.272e-07, eta: 14:20:07, time: 1.094, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2344, decode.loss_mask: 0.4825, decode.loss_dice: 0.7394, decode.d0.loss_cls: 1.9030, decode.d0.loss_mask: 0.5341, decode.d0.loss_dice: 0.8471, decode.d1.loss_cls: 0.3133, decode.d1.loss_mask: 0.5063, decode.d1.loss_dice: 0.7870, decode.d2.loss_cls: 0.2672, decode.d2.loss_mask: 0.4963, decode.d2.loss_dice: 0.7661, decode.d3.loss_cls: 0.2455, decode.d3.loss_mask: 0.4913, decode.d3.loss_dice: 0.7579, decode.d4.loss_cls: 0.2400, decode.d4.loss_mask: 0.4873, decode.d4.loss_dice: 0.7525, decode.d5.loss_cls: 0.2317, decode.d5.loss_mask: 0.4879, decode.d5.loss_dice: 0.7518, decode.d6.loss_cls: 0.2346, decode.d6.loss_mask: 0.4851, decode.d6.loss_dice: 0.7410, decode.d7.loss_cls: 0.2319, decode.d7.loss_mask: 0.4840, decode.d7.loss_dice: 0.7415, decode.d8.loss_cls: 0.2285, decode.d8.loss_mask: 0.4828, decode.d8.loss_dice: 0.7442, loss: 16.6960 2022-04-27 10:29:30,592 - mmseg - INFO - Iter [112450/160000] lr: 4.267e-07, eta: 14:19:15, time: 1.181, data_time: 0.064, memory: 64049, decode.loss_cls: 0.2156, decode.loss_mask: 0.4482, decode.loss_dice: 0.7048, decode.d0.loss_cls: 1.8480, decode.d0.loss_mask: 0.4928, decode.d0.loss_dice: 0.8103, decode.d1.loss_cls: 0.3002, decode.d1.loss_mask: 0.4638, decode.d1.loss_dice: 0.7538, decode.d2.loss_cls: 0.2517, decode.d2.loss_mask: 0.4565, decode.d2.loss_dice: 0.7352, decode.d3.loss_cls: 0.2408, decode.d3.loss_mask: 0.4512, decode.d3.loss_dice: 0.7111, decode.d4.loss_cls: 0.2282, decode.d4.loss_mask: 0.4502, decode.d4.loss_dice: 0.7115, decode.d5.loss_cls: 0.2284, decode.d5.loss_mask: 0.4504, decode.d5.loss_dice: 0.7116, decode.d6.loss_cls: 0.2146, decode.d6.loss_mask: 0.4501, decode.d6.loss_dice: 0.7045, decode.d7.loss_cls: 0.2140, decode.d7.loss_mask: 0.4491, decode.d7.loss_dice: 0.7056, decode.d8.loss_cls: 0.2144, decode.d8.loss_mask: 0.4488, decode.d8.loss_dice: 0.7076, loss: 15.7733 2022-04-27 10:30:25,366 - mmseg - INFO - Iter [112500/160000] lr: 4.263e-07, eta: 14:18:21, time: 1.096, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2147, decode.loss_mask: 0.4425, decode.loss_dice: 0.7028, decode.d0.loss_cls: 1.8954, decode.d0.loss_mask: 0.4871, decode.d0.loss_dice: 0.8184, decode.d1.loss_cls: 0.2911, decode.d1.loss_mask: 0.4580, decode.d1.loss_dice: 0.7533, decode.d2.loss_cls: 0.2558, decode.d2.loss_mask: 0.4521, decode.d2.loss_dice: 0.7321, decode.d3.loss_cls: 0.2284, decode.d3.loss_mask: 0.4496, decode.d3.loss_dice: 0.7162, decode.d4.loss_cls: 0.2311, decode.d4.loss_mask: 0.4477, decode.d4.loss_dice: 0.7138, decode.d5.loss_cls: 0.2191, decode.d5.loss_mask: 0.4465, decode.d5.loss_dice: 0.7149, decode.d6.loss_cls: 0.2202, decode.d6.loss_mask: 0.4454, decode.d6.loss_dice: 0.7046, decode.d7.loss_cls: 0.2113, decode.d7.loss_mask: 0.4462, decode.d7.loss_dice: 0.7052, decode.d8.loss_cls: 0.2158, decode.d8.loss_mask: 0.4435, decode.d8.loss_dice: 0.7061, loss: 15.7687 2022-04-27 10:31:19,470 - mmseg - INFO - Iter [112550/160000] lr: 4.258e-07, eta: 14:17:27, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1998, decode.loss_mask: 0.4376, decode.loss_dice: 0.7083, decode.d0.loss_cls: 1.9103, decode.d0.loss_mask: 0.4835, decode.d0.loss_dice: 0.8203, decode.d1.loss_cls: 0.2855, decode.d1.loss_mask: 0.4561, decode.d1.loss_dice: 0.7514, decode.d2.loss_cls: 0.2433, decode.d2.loss_mask: 0.4473, decode.d2.loss_dice: 0.7302, decode.d3.loss_cls: 0.2234, decode.d3.loss_mask: 0.4421, decode.d3.loss_dice: 0.7157, decode.d4.loss_cls: 0.2165, decode.d4.loss_mask: 0.4427, decode.d4.loss_dice: 0.7156, decode.d5.loss_cls: 0.2034, decode.d5.loss_mask: 0.4396, decode.d5.loss_dice: 0.7157, decode.d6.loss_cls: 0.2060, decode.d6.loss_mask: 0.4387, decode.d6.loss_dice: 0.7122, decode.d7.loss_cls: 0.1968, decode.d7.loss_mask: 0.4369, decode.d7.loss_dice: 0.7071, decode.d8.loss_cls: 0.2004, decode.d8.loss_mask: 0.4364, decode.d8.loss_dice: 0.7053, loss: 15.6280 2022-04-27 10:32:13,887 - mmseg - INFO - Iter [112600/160000] lr: 4.254e-07, eta: 14:16:33, time: 1.088, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1771, decode.loss_mask: 0.4715, decode.loss_dice: 0.7112, decode.d0.loss_cls: 1.9182, decode.d0.loss_mask: 0.5176, decode.d0.loss_dice: 0.8259, decode.d1.loss_cls: 0.2685, decode.d1.loss_mask: 0.4895, decode.d1.loss_dice: 0.7584, decode.d2.loss_cls: 0.2261, decode.d2.loss_mask: 0.4815, decode.d2.loss_dice: 0.7359, decode.d3.loss_cls: 0.2032, decode.d3.loss_mask: 0.4773, decode.d3.loss_dice: 0.7171, decode.d4.loss_cls: 0.2020, decode.d4.loss_mask: 0.4750, decode.d4.loss_dice: 0.7183, decode.d5.loss_cls: 0.1888, decode.d5.loss_mask: 0.4757, decode.d5.loss_dice: 0.7176, decode.d6.loss_cls: 0.1830, decode.d6.loss_mask: 0.4736, decode.d6.loss_dice: 0.7135, decode.d7.loss_cls: 0.1800, decode.d7.loss_mask: 0.4732, decode.d7.loss_dice: 0.7075, decode.d8.loss_cls: 0.1815, decode.d8.loss_mask: 0.4731, decode.d8.loss_dice: 0.7094, loss: 15.8512 2022-04-27 10:33:09,212 - mmseg - INFO - Iter [112650/160000] lr: 4.249e-07, eta: 14:15:39, time: 1.107, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2184, decode.loss_mask: 0.4490, decode.loss_dice: 0.7134, decode.d0.loss_cls: 1.9001, decode.d0.loss_mask: 0.4928, decode.d0.loss_dice: 0.8163, decode.d1.loss_cls: 0.2868, decode.d1.loss_mask: 0.4692, decode.d1.loss_dice: 0.7584, decode.d2.loss_cls: 0.2525, decode.d2.loss_mask: 0.4608, decode.d2.loss_dice: 0.7355, decode.d3.loss_cls: 0.2414, decode.d3.loss_mask: 0.4557, decode.d3.loss_dice: 0.7233, decode.d4.loss_cls: 0.2271, decode.d4.loss_mask: 0.4567, decode.d4.loss_dice: 0.7231, decode.d5.loss_cls: 0.2219, decode.d5.loss_mask: 0.4532, decode.d5.loss_dice: 0.7226, decode.d6.loss_cls: 0.2211, decode.d6.loss_mask: 0.4508, decode.d6.loss_dice: 0.7132, decode.d7.loss_cls: 0.2197, decode.d7.loss_mask: 0.4493, decode.d7.loss_dice: 0.7119, decode.d8.loss_cls: 0.2110, decode.d8.loss_mask: 0.4515, decode.d8.loss_dice: 0.7124, loss: 15.9190 2022-04-27 10:34:04,317 - mmseg - INFO - Iter [112700/160000] lr: 4.245e-07, eta: 14:14:45, time: 1.102, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2094, decode.loss_mask: 0.4575, decode.loss_dice: 0.7149, decode.d0.loss_cls: 1.9282, decode.d0.loss_mask: 0.4999, decode.d0.loss_dice: 0.8266, decode.d1.loss_cls: 0.3027, decode.d1.loss_mask: 0.4756, decode.d1.loss_dice: 0.7628, decode.d2.loss_cls: 0.2559, decode.d2.loss_mask: 0.4670, decode.d2.loss_dice: 0.7360, decode.d3.loss_cls: 0.2378, decode.d3.loss_mask: 0.4620, decode.d3.loss_dice: 0.7205, decode.d4.loss_cls: 0.2298, decode.d4.loss_mask: 0.4638, decode.d4.loss_dice: 0.7227, decode.d5.loss_cls: 0.2176, decode.d5.loss_mask: 0.4617, decode.d5.loss_dice: 0.7207, decode.d6.loss_cls: 0.2121, decode.d6.loss_mask: 0.4592, decode.d6.loss_dice: 0.7190, decode.d7.loss_cls: 0.2129, decode.d7.loss_mask: 0.4591, decode.d7.loss_dice: 0.7201, decode.d8.loss_cls: 0.2146, decode.d8.loss_mask: 0.4580, decode.d8.loss_dice: 0.7162, loss: 16.0441 2022-04-27 10:34:59,375 - mmseg - INFO - Iter [112750/160000] lr: 4.240e-07, eta: 14:13:51, time: 1.101, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2012, decode.loss_mask: 0.4494, decode.loss_dice: 0.7178, decode.d0.loss_cls: 1.8216, decode.d0.loss_mask: 0.4904, decode.d0.loss_dice: 0.8255, decode.d1.loss_cls: 0.2903, decode.d1.loss_mask: 0.4672, decode.d1.loss_dice: 0.7622, decode.d2.loss_cls: 0.2372, decode.d2.loss_mask: 0.4607, decode.d2.loss_dice: 0.7425, decode.d3.loss_cls: 0.2220, decode.d3.loss_mask: 0.4543, decode.d3.loss_dice: 0.7257, decode.d4.loss_cls: 0.2162, decode.d4.loss_mask: 0.4543, decode.d4.loss_dice: 0.7256, decode.d5.loss_cls: 0.2142, decode.d5.loss_mask: 0.4519, decode.d5.loss_dice: 0.7239, decode.d6.loss_cls: 0.2045, decode.d6.loss_mask: 0.4504, decode.d6.loss_dice: 0.7217, decode.d7.loss_cls: 0.2039, decode.d7.loss_mask: 0.4496, decode.d7.loss_dice: 0.7164, decode.d8.loss_cls: 0.2051, decode.d8.loss_mask: 0.4508, decode.d8.loss_dice: 0.7206, loss: 15.7771 2022-04-27 10:35:53,945 - mmseg - INFO - Iter [112800/160000] lr: 4.236e-07, eta: 14:12:57, time: 1.091, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2081, decode.loss_mask: 0.4401, decode.loss_dice: 0.6976, decode.d0.loss_cls: 1.8950, decode.d0.loss_mask: 0.4863, decode.d0.loss_dice: 0.8026, decode.d1.loss_cls: 0.3011, decode.d1.loss_mask: 0.4596, decode.d1.loss_dice: 0.7398, decode.d2.loss_cls: 0.2577, decode.d2.loss_mask: 0.4488, decode.d2.loss_dice: 0.7169, decode.d3.loss_cls: 0.2376, decode.d3.loss_mask: 0.4427, decode.d3.loss_dice: 0.7016, decode.d4.loss_cls: 0.2320, decode.d4.loss_mask: 0.4413, decode.d4.loss_dice: 0.7044, decode.d5.loss_cls: 0.2196, decode.d5.loss_mask: 0.4415, decode.d5.loss_dice: 0.7060, decode.d6.loss_cls: 0.2137, decode.d6.loss_mask: 0.4403, decode.d6.loss_dice: 0.7014, decode.d7.loss_cls: 0.2101, decode.d7.loss_mask: 0.4398, decode.d7.loss_dice: 0.7013, decode.d8.loss_cls: 0.2085, decode.d8.loss_mask: 0.4402, decode.d8.loss_dice: 0.6985, loss: 15.6339 2022-04-27 10:36:48,523 - mmseg - INFO - Iter [112850/160000] lr: 4.231e-07, eta: 14:12:03, time: 1.092, data_time: 0.013, memory: 64049, decode.loss_cls: 0.2283, decode.loss_mask: 0.4527, decode.loss_dice: 0.7061, decode.d0.loss_cls: 1.9254, decode.d0.loss_mask: 0.4975, decode.d0.loss_dice: 0.8169, decode.d1.loss_cls: 0.3117, decode.d1.loss_mask: 0.4717, decode.d1.loss_dice: 0.7449, decode.d2.loss_cls: 0.2688, decode.d2.loss_mask: 0.4638, decode.d2.loss_dice: 0.7243, decode.d3.loss_cls: 0.2417, decode.d3.loss_mask: 0.4574, decode.d3.loss_dice: 0.7093, decode.d4.loss_cls: 0.2316, decode.d4.loss_mask: 0.4569, decode.d4.loss_dice: 0.7167, decode.d5.loss_cls: 0.2382, decode.d5.loss_mask: 0.4538, decode.d5.loss_dice: 0.7082, decode.d6.loss_cls: 0.2245, decode.d6.loss_mask: 0.4548, decode.d6.loss_dice: 0.7090, decode.d7.loss_cls: 0.2324, decode.d7.loss_mask: 0.4524, decode.d7.loss_dice: 0.7064, decode.d8.loss_cls: 0.2283, decode.d8.loss_mask: 0.4530, decode.d8.loss_dice: 0.7049, loss: 15.9915 2022-04-27 10:37:43,907 - mmseg - INFO - Iter [112900/160000] lr: 4.227e-07, eta: 14:11:09, time: 1.108, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2217, decode.loss_mask: 0.4578, decode.loss_dice: 0.7153, decode.d0.loss_cls: 1.9022, decode.d0.loss_mask: 0.5003, decode.d0.loss_dice: 0.8292, decode.d1.loss_cls: 0.3108, decode.d1.loss_mask: 0.4745, decode.d1.loss_dice: 0.7641, decode.d2.loss_cls: 0.2643, decode.d2.loss_mask: 0.4665, decode.d2.loss_dice: 0.7406, decode.d3.loss_cls: 0.2478, decode.d3.loss_mask: 0.4634, decode.d3.loss_dice: 0.7282, decode.d4.loss_cls: 0.2357, decode.d4.loss_mask: 0.4603, decode.d4.loss_dice: 0.7274, decode.d5.loss_cls: 0.2338, decode.d5.loss_mask: 0.4594, decode.d5.loss_dice: 0.7254, decode.d6.loss_cls: 0.2275, decode.d6.loss_mask: 0.4582, decode.d6.loss_dice: 0.7204, decode.d7.loss_cls: 0.2259, decode.d7.loss_mask: 0.4592, decode.d7.loss_dice: 0.7215, decode.d8.loss_cls: 0.2249, decode.d8.loss_mask: 0.4589, decode.d8.loss_dice: 0.7196, loss: 16.1449 2022-04-27 10:38:38,010 - mmseg - INFO - Iter [112950/160000] lr: 4.222e-07, eta: 14:10:15, time: 1.082, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1994, decode.loss_mask: 0.4401, decode.loss_dice: 0.6980, decode.d0.loss_cls: 1.8720, decode.d0.loss_mask: 0.4819, decode.d0.loss_dice: 0.8100, decode.d1.loss_cls: 0.2815, decode.d1.loss_mask: 0.4587, decode.d1.loss_dice: 0.7458, decode.d2.loss_cls: 0.2401, decode.d2.loss_mask: 0.4487, decode.d2.loss_dice: 0.7222, decode.d3.loss_cls: 0.2161, decode.d3.loss_mask: 0.4445, decode.d3.loss_dice: 0.7094, decode.d4.loss_cls: 0.2072, decode.d4.loss_mask: 0.4469, decode.d4.loss_dice: 0.7051, decode.d5.loss_cls: 0.2044, decode.d5.loss_mask: 0.4453, decode.d5.loss_dice: 0.7060, decode.d6.loss_cls: 0.1922, decode.d6.loss_mask: 0.4436, decode.d6.loss_dice: 0.7061, decode.d7.loss_cls: 0.2004, decode.d7.loss_mask: 0.4422, decode.d7.loss_dice: 0.7017, decode.d8.loss_cls: 0.1990, decode.d8.loss_mask: 0.4408, decode.d8.loss_dice: 0.7021, loss: 15.5114 2022-04-27 10:39:32,698 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 10:39:32,701 - mmseg - INFO - Iter [113000/160000] lr: 4.218e-07, eta: 14:09:21, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2063, decode.loss_mask: 0.4314, decode.loss_dice: 0.7065, decode.d0.loss_cls: 1.9096, decode.d0.loss_mask: 0.4758, decode.d0.loss_dice: 0.8118, decode.d1.loss_cls: 0.2966, decode.d1.loss_mask: 0.4468, decode.d1.loss_dice: 0.7498, decode.d2.loss_cls: 0.2392, decode.d2.loss_mask: 0.4400, decode.d2.loss_dice: 0.7346, decode.d3.loss_cls: 0.2277, decode.d3.loss_mask: 0.4365, decode.d3.loss_dice: 0.7166, decode.d4.loss_cls: 0.2186, decode.d4.loss_mask: 0.4358, decode.d4.loss_dice: 0.7161, decode.d5.loss_cls: 0.2151, decode.d5.loss_mask: 0.4348, decode.d5.loss_dice: 0.7144, decode.d6.loss_cls: 0.2126, decode.d6.loss_mask: 0.4303, decode.d6.loss_dice: 0.7091, decode.d7.loss_cls: 0.2085, decode.d7.loss_mask: 0.4313, decode.d7.loss_dice: 0.7081, decode.d8.loss_cls: 0.2074, decode.d8.loss_mask: 0.4316, decode.d8.loss_dice: 0.7096, loss: 15.6125 2022-04-27 10:40:27,792 - mmseg - INFO - Iter [113050/160000] lr: 4.213e-07, eta: 14:08:27, time: 1.102, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2244, decode.loss_mask: 0.4525, decode.loss_dice: 0.7043, decode.d0.loss_cls: 1.8924, decode.d0.loss_mask: 0.5084, decode.d0.loss_dice: 0.8198, decode.d1.loss_cls: 0.3235, decode.d1.loss_mask: 0.4694, decode.d1.loss_dice: 0.7470, decode.d2.loss_cls: 0.2704, decode.d2.loss_mask: 0.4626, decode.d2.loss_dice: 0.7260, decode.d3.loss_cls: 0.2524, decode.d3.loss_mask: 0.4546, decode.d3.loss_dice: 0.7118, decode.d4.loss_cls: 0.2362, decode.d4.loss_mask: 0.4544, decode.d4.loss_dice: 0.7113, decode.d5.loss_cls: 0.2326, decode.d5.loss_mask: 0.4541, decode.d5.loss_dice: 0.7080, decode.d6.loss_cls: 0.2276, decode.d6.loss_mask: 0.4519, decode.d6.loss_dice: 0.7029, decode.d7.loss_cls: 0.2250, decode.d7.loss_mask: 0.4513, decode.d7.loss_dice: 0.7027, decode.d8.loss_cls: 0.2250, decode.d8.loss_mask: 0.4517, decode.d8.loss_dice: 0.7059, loss: 15.9601 2022-04-27 10:41:23,447 - mmseg - INFO - Iter [113100/160000] lr: 4.209e-07, eta: 14:07:34, time: 1.113, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2123, decode.loss_mask: 0.4494, decode.loss_dice: 0.7004, decode.d0.loss_cls: 1.8842, decode.d0.loss_mask: 0.4958, decode.d0.loss_dice: 0.8088, decode.d1.loss_cls: 0.3065, decode.d1.loss_mask: 0.4695, decode.d1.loss_dice: 0.7385, decode.d2.loss_cls: 0.2566, decode.d2.loss_mask: 0.4588, decode.d2.loss_dice: 0.7224, decode.d3.loss_cls: 0.2349, decode.d3.loss_mask: 0.4523, decode.d3.loss_dice: 0.7054, decode.d4.loss_cls: 0.2282, decode.d4.loss_mask: 0.4514, decode.d4.loss_dice: 0.7095, decode.d5.loss_cls: 0.2251, decode.d5.loss_mask: 0.4524, decode.d5.loss_dice: 0.7046, decode.d6.loss_cls: 0.2198, decode.d6.loss_mask: 0.4495, decode.d6.loss_dice: 0.6993, decode.d7.loss_cls: 0.2149, decode.d7.loss_mask: 0.4514, decode.d7.loss_dice: 0.7028, decode.d8.loss_cls: 0.2091, decode.d8.loss_mask: 0.4498, decode.d8.loss_dice: 0.7025, loss: 15.7660 2022-04-27 10:42:18,020 - mmseg - INFO - Iter [113150/160000] lr: 4.204e-07, eta: 14:06:40, time: 1.091, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2178, decode.loss_mask: 0.4581, decode.loss_dice: 0.6957, decode.d0.loss_cls: 1.8616, decode.d0.loss_mask: 0.5021, decode.d0.loss_dice: 0.8041, decode.d1.loss_cls: 0.3061, decode.d1.loss_mask: 0.4745, decode.d1.loss_dice: 0.7378, decode.d2.loss_cls: 0.2590, decode.d2.loss_mask: 0.4683, decode.d2.loss_dice: 0.7178, decode.d3.loss_cls: 0.2530, decode.d3.loss_mask: 0.4594, decode.d3.loss_dice: 0.7019, decode.d4.loss_cls: 0.2377, decode.d4.loss_mask: 0.4598, decode.d4.loss_dice: 0.7019, decode.d5.loss_cls: 0.2269, decode.d5.loss_mask: 0.4617, decode.d5.loss_dice: 0.6984, decode.d6.loss_cls: 0.2227, decode.d6.loss_mask: 0.4598, decode.d6.loss_dice: 0.6949, decode.d7.loss_cls: 0.2238, decode.d7.loss_mask: 0.4590, decode.d7.loss_dice: 0.6932, decode.d8.loss_cls: 0.2225, decode.d8.loss_mask: 0.4585, decode.d8.loss_dice: 0.6935, loss: 15.8313 2022-04-27 10:43:12,397 - mmseg - INFO - Iter [113200/160000] lr: 4.200e-07, eta: 14:05:46, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2097, decode.loss_mask: 0.4497, decode.loss_dice: 0.6946, decode.d0.loss_cls: 1.8672, decode.d0.loss_mask: 0.4982, decode.d0.loss_dice: 0.7947, decode.d1.loss_cls: 0.2820, decode.d1.loss_mask: 0.4701, decode.d1.loss_dice: 0.7352, decode.d2.loss_cls: 0.2539, decode.d2.loss_mask: 0.4585, decode.d2.loss_dice: 0.7119, decode.d3.loss_cls: 0.2234, decode.d3.loss_mask: 0.4528, decode.d3.loss_dice: 0.6936, decode.d4.loss_cls: 0.2169, decode.d4.loss_mask: 0.4515, decode.d4.loss_dice: 0.6951, decode.d5.loss_cls: 0.2177, decode.d5.loss_mask: 0.4516, decode.d5.loss_dice: 0.6942, decode.d6.loss_cls: 0.2133, decode.d6.loss_mask: 0.4493, decode.d6.loss_dice: 0.6855, decode.d7.loss_cls: 0.2127, decode.d7.loss_mask: 0.4481, decode.d7.loss_dice: 0.6897, decode.d8.loss_cls: 0.2102, decode.d8.loss_mask: 0.4494, decode.d8.loss_dice: 0.6934, loss: 15.5741 2022-04-27 10:44:06,434 - mmseg - INFO - Iter [113250/160000] lr: 4.195e-07, eta: 14:04:51, time: 1.081, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2025, decode.loss_mask: 0.4517, decode.loss_dice: 0.7129, decode.d0.loss_cls: 1.8700, decode.d0.loss_mask: 0.4942, decode.d0.loss_dice: 0.8148, decode.d1.loss_cls: 0.2926, decode.d1.loss_mask: 0.4697, decode.d1.loss_dice: 0.7508, decode.d2.loss_cls: 0.2399, decode.d2.loss_mask: 0.4629, decode.d2.loss_dice: 0.7337, decode.d3.loss_cls: 0.2268, decode.d3.loss_mask: 0.4566, decode.d3.loss_dice: 0.7162, decode.d4.loss_cls: 0.2167, decode.d4.loss_mask: 0.4553, decode.d4.loss_dice: 0.7171, decode.d5.loss_cls: 0.2132, decode.d5.loss_mask: 0.4569, decode.d5.loss_dice: 0.7157, decode.d6.loss_cls: 0.2025, decode.d6.loss_mask: 0.4545, decode.d6.loss_dice: 0.7154, decode.d7.loss_cls: 0.2089, decode.d7.loss_mask: 0.4527, decode.d7.loss_dice: 0.7168, decode.d8.loss_cls: 0.2035, decode.d8.loss_mask: 0.4515, decode.d8.loss_dice: 0.7131, loss: 15.7891 2022-04-27 10:45:01,358 - mmseg - INFO - Iter [113300/160000] lr: 4.191e-07, eta: 14:03:57, time: 1.098, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2180, decode.loss_mask: 0.4607, decode.loss_dice: 0.7296, decode.d0.loss_cls: 1.9459, decode.d0.loss_mask: 0.5038, decode.d0.loss_dice: 0.8435, decode.d1.loss_cls: 0.3058, decode.d1.loss_mask: 0.4781, decode.d1.loss_dice: 0.7772, decode.d2.loss_cls: 0.2571, decode.d2.loss_mask: 0.4689, decode.d2.loss_dice: 0.7569, decode.d3.loss_cls: 0.2378, decode.d3.loss_mask: 0.4661, decode.d3.loss_dice: 0.7382, decode.d4.loss_cls: 0.2328, decode.d4.loss_mask: 0.4657, decode.d4.loss_dice: 0.7432, decode.d5.loss_cls: 0.2260, decode.d5.loss_mask: 0.4663, decode.d5.loss_dice: 0.7391, decode.d6.loss_cls: 0.2205, decode.d6.loss_mask: 0.4639, decode.d6.loss_dice: 0.7332, decode.d7.loss_cls: 0.2241, decode.d7.loss_mask: 0.4620, decode.d7.loss_dice: 0.7334, decode.d8.loss_cls: 0.2184, decode.d8.loss_mask: 0.4614, decode.d8.loss_dice: 0.7341, loss: 16.3118 2022-04-27 10:45:56,758 - mmseg - INFO - Iter [113350/160000] lr: 4.186e-07, eta: 14:03:04, time: 1.108, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2022, decode.loss_mask: 0.4427, decode.loss_dice: 0.6995, decode.d0.loss_cls: 1.8920, decode.d0.loss_mask: 0.4916, decode.d0.loss_dice: 0.8253, decode.d1.loss_cls: 0.2896, decode.d1.loss_mask: 0.4571, decode.d1.loss_dice: 0.7499, decode.d2.loss_cls: 0.2438, decode.d2.loss_mask: 0.4501, decode.d2.loss_dice: 0.7294, decode.d3.loss_cls: 0.2232, decode.d3.loss_mask: 0.4457, decode.d3.loss_dice: 0.7138, decode.d4.loss_cls: 0.2085, decode.d4.loss_mask: 0.4444, decode.d4.loss_dice: 0.7134, decode.d5.loss_cls: 0.2064, decode.d5.loss_mask: 0.4444, decode.d5.loss_dice: 0.7126, decode.d6.loss_cls: 0.2114, decode.d6.loss_mask: 0.4416, decode.d6.loss_dice: 0.7035, decode.d7.loss_cls: 0.2087, decode.d7.loss_mask: 0.4400, decode.d7.loss_dice: 0.7035, decode.d8.loss_cls: 0.2046, decode.d8.loss_mask: 0.4415, decode.d8.loss_dice: 0.7049, loss: 15.6452 2022-04-27 10:46:51,895 - mmseg - INFO - Iter [113400/160000] lr: 4.182e-07, eta: 14:02:10, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2134, decode.loss_mask: 0.4418, decode.loss_dice: 0.6951, decode.d0.loss_cls: 1.8975, decode.d0.loss_mask: 0.4870, decode.d0.loss_dice: 0.8077, decode.d1.loss_cls: 0.3002, decode.d1.loss_mask: 0.4584, decode.d1.loss_dice: 0.7412, decode.d2.loss_cls: 0.2469, decode.d2.loss_mask: 0.4499, decode.d2.loss_dice: 0.7226, decode.d3.loss_cls: 0.2344, decode.d3.loss_mask: 0.4470, decode.d3.loss_dice: 0.7087, decode.d4.loss_cls: 0.2296, decode.d4.loss_mask: 0.4461, decode.d4.loss_dice: 0.7073, decode.d5.loss_cls: 0.2228, decode.d5.loss_mask: 0.4461, decode.d5.loss_dice: 0.7031, decode.d6.loss_cls: 0.2169, decode.d6.loss_mask: 0.4434, decode.d6.loss_dice: 0.7012, decode.d7.loss_cls: 0.2175, decode.d7.loss_mask: 0.4423, decode.d7.loss_dice: 0.7024, decode.d8.loss_cls: 0.2158, decode.d8.loss_mask: 0.4423, decode.d8.loss_dice: 0.6986, loss: 15.6871 2022-04-27 10:47:47,031 - mmseg - INFO - Iter [113450/160000] lr: 4.177e-07, eta: 14:01:16, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2115, decode.loss_mask: 0.4686, decode.loss_dice: 0.7295, decode.d0.loss_cls: 1.8854, decode.d0.loss_mask: 0.5079, decode.d0.loss_dice: 0.8314, decode.d1.loss_cls: 0.2950, decode.d1.loss_mask: 0.4832, decode.d1.loss_dice: 0.7684, decode.d2.loss_cls: 0.2550, decode.d2.loss_mask: 0.4764, decode.d2.loss_dice: 0.7490, decode.d3.loss_cls: 0.2382, decode.d3.loss_mask: 0.4718, decode.d3.loss_dice: 0.7347, decode.d4.loss_cls: 0.2203, decode.d4.loss_mask: 0.4704, decode.d4.loss_dice: 0.7355, decode.d5.loss_cls: 0.2213, decode.d5.loss_mask: 0.4702, decode.d5.loss_dice: 0.7349, decode.d6.loss_cls: 0.2162, decode.d6.loss_mask: 0.4702, decode.d6.loss_dice: 0.7344, decode.d7.loss_cls: 0.2112, decode.d7.loss_mask: 0.4694, decode.d7.loss_dice: 0.7343, decode.d8.loss_cls: 0.2082, decode.d8.loss_mask: 0.4693, decode.d8.loss_dice: 0.7324, loss: 16.2044 2022-04-27 10:48:42,357 - mmseg - INFO - Iter [113500/160000] lr: 4.173e-07, eta: 14:00:22, time: 1.107, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1989, decode.loss_mask: 0.4610, decode.loss_dice: 0.7171, decode.d0.loss_cls: 1.9243, decode.d0.loss_mask: 0.5088, decode.d0.loss_dice: 0.8295, decode.d1.loss_cls: 0.2898, decode.d1.loss_mask: 0.4751, decode.d1.loss_dice: 0.7563, decode.d2.loss_cls: 0.2427, decode.d2.loss_mask: 0.4682, decode.d2.loss_dice: 0.7407, decode.d3.loss_cls: 0.2235, decode.d3.loss_mask: 0.4657, decode.d3.loss_dice: 0.7234, decode.d4.loss_cls: 0.2083, decode.d4.loss_mask: 0.4634, decode.d4.loss_dice: 0.7276, decode.d5.loss_cls: 0.2093, decode.d5.loss_mask: 0.4644, decode.d5.loss_dice: 0.7292, decode.d6.loss_cls: 0.2078, decode.d6.loss_mask: 0.4620, decode.d6.loss_dice: 0.7180, decode.d7.loss_cls: 0.2060, decode.d7.loss_mask: 0.4606, decode.d7.loss_dice: 0.7160, decode.d8.loss_cls: 0.2025, decode.d8.loss_mask: 0.4604, decode.d8.loss_dice: 0.7184, loss: 15.9787 2022-04-27 10:49:36,828 - mmseg - INFO - Iter [113550/160000] lr: 4.168e-07, eta: 13:59:28, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2013, decode.loss_mask: 0.4652, decode.loss_dice: 0.7237, decode.d0.loss_cls: 1.9268, decode.d0.loss_mask: 0.5133, decode.d0.loss_dice: 0.8285, decode.d1.loss_cls: 0.2985, decode.d1.loss_mask: 0.4818, decode.d1.loss_dice: 0.7592, decode.d2.loss_cls: 0.2528, decode.d2.loss_mask: 0.4736, decode.d2.loss_dice: 0.7401, decode.d3.loss_cls: 0.2303, decode.d3.loss_mask: 0.4701, decode.d3.loss_dice: 0.7289, decode.d4.loss_cls: 0.2233, decode.d4.loss_mask: 0.4673, decode.d4.loss_dice: 0.7330, decode.d5.loss_cls: 0.2120, decode.d5.loss_mask: 0.4659, decode.d5.loss_dice: 0.7307, decode.d6.loss_cls: 0.2140, decode.d6.loss_mask: 0.4663, decode.d6.loss_dice: 0.7242, decode.d7.loss_cls: 0.2042, decode.d7.loss_mask: 0.4662, decode.d7.loss_dice: 0.7264, decode.d8.loss_cls: 0.2009, decode.d8.loss_mask: 0.4653, decode.d8.loss_dice: 0.7254, loss: 16.1190 2022-04-27 10:50:31,836 - mmseg - INFO - Iter [113600/160000] lr: 4.164e-07, eta: 13:58:34, time: 1.099, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2100, decode.loss_mask: 0.4575, decode.loss_dice: 0.7052, decode.d0.loss_cls: 1.9099, decode.d0.loss_mask: 0.5069, decode.d0.loss_dice: 0.8129, decode.d1.loss_cls: 0.2975, decode.d1.loss_mask: 0.4786, decode.d1.loss_dice: 0.7481, decode.d2.loss_cls: 0.2544, decode.d2.loss_mask: 0.4690, decode.d2.loss_dice: 0.7313, decode.d3.loss_cls: 0.2307, decode.d3.loss_mask: 0.4640, decode.d3.loss_dice: 0.7166, decode.d4.loss_cls: 0.2282, decode.d4.loss_mask: 0.4603, decode.d4.loss_dice: 0.7113, decode.d5.loss_cls: 0.2179, decode.d5.loss_mask: 0.4598, decode.d5.loss_dice: 0.7102, decode.d6.loss_cls: 0.2186, decode.d6.loss_mask: 0.4584, decode.d6.loss_dice: 0.7072, decode.d7.loss_cls: 0.2093, decode.d7.loss_mask: 0.4585, decode.d7.loss_dice: 0.7097, decode.d8.loss_cls: 0.2116, decode.d8.loss_mask: 0.4571, decode.d8.loss_dice: 0.7086, loss: 15.9194 2022-04-27 10:51:26,791 - mmseg - INFO - Iter [113650/160000] lr: 4.159e-07, eta: 13:57:40, time: 1.100, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1923, decode.loss_mask: 0.4488, decode.loss_dice: 0.7046, decode.d0.loss_cls: 1.8676, decode.d0.loss_mask: 0.4867, decode.d0.loss_dice: 0.8053, decode.d1.loss_cls: 0.2750, decode.d1.loss_mask: 0.4626, decode.d1.loss_dice: 0.7412, decode.d2.loss_cls: 0.2279, decode.d2.loss_mask: 0.4562, decode.d2.loss_dice: 0.7201, decode.d3.loss_cls: 0.2082, decode.d3.loss_mask: 0.4536, decode.d3.loss_dice: 0.7108, decode.d4.loss_cls: 0.2021, decode.d4.loss_mask: 0.4516, decode.d4.loss_dice: 0.7081, decode.d5.loss_cls: 0.2028, decode.d5.loss_mask: 0.4497, decode.d5.loss_dice: 0.7057, decode.d6.loss_cls: 0.1945, decode.d6.loss_mask: 0.4494, decode.d6.loss_dice: 0.7035, decode.d7.loss_cls: 0.1948, decode.d7.loss_mask: 0.4491, decode.d7.loss_dice: 0.7056, decode.d8.loss_cls: 0.1999, decode.d8.loss_mask: 0.4486, decode.d8.loss_dice: 0.7033, loss: 15.5295 2022-04-27 10:52:24,902 - mmseg - INFO - Iter [113700/160000] lr: 4.155e-07, eta: 13:56:48, time: 1.162, data_time: 0.063, memory: 64049, decode.loss_cls: 0.2105, decode.loss_mask: 0.4603, decode.loss_dice: 0.7216, decode.d0.loss_cls: 1.9217, decode.d0.loss_mask: 0.5032, decode.d0.loss_dice: 0.8353, decode.d1.loss_cls: 0.3004, decode.d1.loss_mask: 0.4755, decode.d1.loss_dice: 0.7639, decode.d2.loss_cls: 0.2568, decode.d2.loss_mask: 0.4688, decode.d2.loss_dice: 0.7425, decode.d3.loss_cls: 0.2373, decode.d3.loss_mask: 0.4640, decode.d3.loss_dice: 0.7318, decode.d4.loss_cls: 0.2301, decode.d4.loss_mask: 0.4628, decode.d4.loss_dice: 0.7315, decode.d5.loss_cls: 0.2223, decode.d5.loss_mask: 0.4629, decode.d5.loss_dice: 0.7260, decode.d6.loss_cls: 0.2161, decode.d6.loss_mask: 0.4609, decode.d6.loss_dice: 0.7256, decode.d7.loss_cls: 0.2123, decode.d7.loss_mask: 0.4614, decode.d7.loss_dice: 0.7234, decode.d8.loss_cls: 0.2052, decode.d8.loss_mask: 0.4609, decode.d8.loss_dice: 0.7214, loss: 16.1164 2022-04-27 10:53:20,037 - mmseg - INFO - Iter [113750/160000] lr: 4.150e-07, eta: 13:55:54, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1931, decode.loss_mask: 0.4413, decode.loss_dice: 0.6965, decode.d0.loss_cls: 1.8271, decode.d0.loss_mask: 0.4888, decode.d0.loss_dice: 0.8042, decode.d1.loss_cls: 0.2744, decode.d1.loss_mask: 0.4551, decode.d1.loss_dice: 0.7383, decode.d2.loss_cls: 0.2324, decode.d2.loss_mask: 0.4477, decode.d2.loss_dice: 0.7201, decode.d3.loss_cls: 0.2158, decode.d3.loss_mask: 0.4446, decode.d3.loss_dice: 0.7033, decode.d4.loss_cls: 0.2015, decode.d4.loss_mask: 0.4448, decode.d4.loss_dice: 0.7030, decode.d5.loss_cls: 0.2008, decode.d5.loss_mask: 0.4426, decode.d5.loss_dice: 0.7002, decode.d6.loss_cls: 0.1976, decode.d6.loss_mask: 0.4414, decode.d6.loss_dice: 0.6958, decode.d7.loss_cls: 0.1986, decode.d7.loss_mask: 0.4400, decode.d7.loss_dice: 0.6980, decode.d8.loss_cls: 0.1960, decode.d8.loss_mask: 0.4401, decode.d8.loss_dice: 0.6962, loss: 15.3793 2022-04-27 10:54:14,091 - mmseg - INFO - Iter [113800/160000] lr: 4.146e-07, eta: 13:54:59, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2111, decode.loss_mask: 0.4422, decode.loss_dice: 0.7127, decode.d0.loss_cls: 1.8861, decode.d0.loss_mask: 0.4923, decode.d0.loss_dice: 0.8327, decode.d1.loss_cls: 0.3152, decode.d1.loss_mask: 0.4611, decode.d1.loss_dice: 0.7597, decode.d2.loss_cls: 0.2565, decode.d2.loss_mask: 0.4498, decode.d2.loss_dice: 0.7421, decode.d3.loss_cls: 0.2384, decode.d3.loss_mask: 0.4459, decode.d3.loss_dice: 0.7223, decode.d4.loss_cls: 0.2283, decode.d4.loss_mask: 0.4444, decode.d4.loss_dice: 0.7208, decode.d5.loss_cls: 0.2197, decode.d5.loss_mask: 0.4445, decode.d5.loss_dice: 0.7201, decode.d6.loss_cls: 0.2178, decode.d6.loss_mask: 0.4433, decode.d6.loss_dice: 0.7169, decode.d7.loss_cls: 0.2161, decode.d7.loss_mask: 0.4419, decode.d7.loss_dice: 0.7144, decode.d8.loss_cls: 0.2155, decode.d8.loss_mask: 0.4420, decode.d8.loss_dice: 0.7143, loss: 15.8681 2022-04-27 10:55:07,919 - mmseg - INFO - Iter [113850/160000] lr: 4.141e-07, eta: 13:54:05, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1965, decode.loss_mask: 0.4361, decode.loss_dice: 0.7048, decode.d0.loss_cls: 1.9193, decode.d0.loss_mask: 0.4808, decode.d0.loss_dice: 0.8159, decode.d1.loss_cls: 0.2894, decode.d1.loss_mask: 0.4537, decode.d1.loss_dice: 0.7508, decode.d2.loss_cls: 0.2346, decode.d2.loss_mask: 0.4460, decode.d2.loss_dice: 0.7293, decode.d3.loss_cls: 0.2229, decode.d3.loss_mask: 0.4417, decode.d3.loss_dice: 0.7157, decode.d4.loss_cls: 0.2068, decode.d4.loss_mask: 0.4430, decode.d4.loss_dice: 0.7149, decode.d5.loss_cls: 0.2021, decode.d5.loss_mask: 0.4399, decode.d5.loss_dice: 0.7108, decode.d6.loss_cls: 0.1981, decode.d6.loss_mask: 0.4387, decode.d6.loss_dice: 0.7078, decode.d7.loss_cls: 0.1938, decode.d7.loss_mask: 0.4383, decode.d7.loss_dice: 0.7091, decode.d8.loss_cls: 0.1931, decode.d8.loss_mask: 0.4374, decode.d8.loss_dice: 0.7036, loss: 15.5747 2022-04-27 10:56:01,694 - mmseg - INFO - Iter [113900/160000] lr: 4.137e-07, eta: 13:53:11, time: 1.075, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2152, decode.loss_mask: 0.4530, decode.loss_dice: 0.7253, decode.d0.loss_cls: 1.9443, decode.d0.loss_mask: 0.5055, decode.d0.loss_dice: 0.8354, decode.d1.loss_cls: 0.3017, decode.d1.loss_mask: 0.4737, decode.d1.loss_dice: 0.7643, decode.d2.loss_cls: 0.2506, decode.d2.loss_mask: 0.4620, decode.d2.loss_dice: 0.7481, decode.d3.loss_cls: 0.2436, decode.d3.loss_mask: 0.4572, decode.d3.loss_dice: 0.7270, decode.d4.loss_cls: 0.2295, decode.d4.loss_mask: 0.4565, decode.d4.loss_dice: 0.7302, decode.d5.loss_cls: 0.2254, decode.d5.loss_mask: 0.4545, decode.d5.loss_dice: 0.7274, decode.d6.loss_cls: 0.2206, decode.d6.loss_mask: 0.4524, decode.d6.loss_dice: 0.7201, decode.d7.loss_cls: 0.2164, decode.d7.loss_mask: 0.4532, decode.d7.loss_dice: 0.7227, decode.d8.loss_cls: 0.2183, decode.d8.loss_mask: 0.4521, decode.d8.loss_dice: 0.7212, loss: 16.1076 2022-04-27 10:56:56,265 - mmseg - INFO - Iter [113950/160000] lr: 4.132e-07, eta: 13:52:17, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2091, decode.loss_mask: 0.4712, decode.loss_dice: 0.7408, decode.d0.loss_cls: 1.8975, decode.d0.loss_mask: 0.5193, decode.d0.loss_dice: 0.8499, decode.d1.loss_cls: 0.2927, decode.d1.loss_mask: 0.4894, decode.d1.loss_dice: 0.7808, decode.d2.loss_cls: 0.2538, decode.d2.loss_mask: 0.4796, decode.d2.loss_dice: 0.7623, decode.d3.loss_cls: 0.2307, decode.d3.loss_mask: 0.4772, decode.d3.loss_dice: 0.7472, decode.d4.loss_cls: 0.2265, decode.d4.loss_mask: 0.4758, decode.d4.loss_dice: 0.7472, decode.d5.loss_cls: 0.2202, decode.d5.loss_mask: 0.4751, decode.d5.loss_dice: 0.7414, decode.d6.loss_cls: 0.2121, decode.d6.loss_mask: 0.4757, decode.d6.loss_dice: 0.7380, decode.d7.loss_cls: 0.2071, decode.d7.loss_mask: 0.4744, decode.d7.loss_dice: 0.7389, decode.d8.loss_cls: 0.2109, decode.d8.loss_mask: 0.4736, decode.d8.loss_dice: 0.7384, loss: 16.3569 2022-04-27 10:57:50,391 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 10:57:50,399 - mmseg - INFO - Iter [114000/160000] lr: 4.128e-07, eta: 13:51:22, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2064, decode.loss_mask: 0.4568, decode.loss_dice: 0.7112, decode.d0.loss_cls: 1.8780, decode.d0.loss_mask: 0.5008, decode.d0.loss_dice: 0.8143, decode.d1.loss_cls: 0.2969, decode.d1.loss_mask: 0.4725, decode.d1.loss_dice: 0.7478, decode.d2.loss_cls: 0.2521, decode.d2.loss_mask: 0.4646, decode.d2.loss_dice: 0.7267, decode.d3.loss_cls: 0.2322, decode.d3.loss_mask: 0.4628, decode.d3.loss_dice: 0.7135, decode.d4.loss_cls: 0.2262, decode.d4.loss_mask: 0.4608, decode.d4.loss_dice: 0.7135, decode.d5.loss_cls: 0.2194, decode.d5.loss_mask: 0.4594, decode.d5.loss_dice: 0.7113, decode.d6.loss_cls: 0.2102, decode.d6.loss_mask: 0.4587, decode.d6.loss_dice: 0.7091, decode.d7.loss_cls: 0.2114, decode.d7.loss_mask: 0.4571, decode.d7.loss_dice: 0.7086, decode.d8.loss_cls: 0.2101, decode.d8.loss_mask: 0.4581, decode.d8.loss_dice: 0.7095, loss: 15.8602 2022-04-27 10:58:44,091 - mmseg - INFO - Iter [114050/160000] lr: 4.124e-07, eta: 13:50:28, time: 1.074, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2040, decode.loss_mask: 0.4531, decode.loss_dice: 0.6937, decode.d0.loss_cls: 1.8766, decode.d0.loss_mask: 0.4957, decode.d0.loss_dice: 0.7939, decode.d1.loss_cls: 0.2784, decode.d1.loss_mask: 0.4682, decode.d1.loss_dice: 0.7292, decode.d2.loss_cls: 0.2428, decode.d2.loss_mask: 0.4601, decode.d2.loss_dice: 0.7123, decode.d3.loss_cls: 0.2152, decode.d3.loss_mask: 0.4579, decode.d3.loss_dice: 0.6994, decode.d4.loss_cls: 0.2133, decode.d4.loss_mask: 0.4588, decode.d4.loss_dice: 0.7017, decode.d5.loss_cls: 0.2108, decode.d5.loss_mask: 0.4560, decode.d5.loss_dice: 0.6972, decode.d6.loss_cls: 0.2047, decode.d6.loss_mask: 0.4544, decode.d6.loss_dice: 0.6956, decode.d7.loss_cls: 0.2016, decode.d7.loss_mask: 0.4544, decode.d7.loss_dice: 0.6978, decode.d8.loss_cls: 0.2002, decode.d8.loss_mask: 0.4537, decode.d8.loss_dice: 0.6988, loss: 15.5795 2022-04-27 10:59:38,114 - mmseg - INFO - Iter [114100/160000] lr: 4.119e-07, eta: 13:49:34, time: 1.080, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2127, decode.loss_mask: 0.4631, decode.loss_dice: 0.7316, decode.d0.loss_cls: 1.8392, decode.d0.loss_mask: 0.5076, decode.d0.loss_dice: 0.8362, decode.d1.loss_cls: 0.2931, decode.d1.loss_mask: 0.4837, decode.d1.loss_dice: 0.7785, decode.d2.loss_cls: 0.2464, decode.d2.loss_mask: 0.4728, decode.d2.loss_dice: 0.7601, decode.d3.loss_cls: 0.2300, decode.d3.loss_mask: 0.4682, decode.d3.loss_dice: 0.7440, decode.d4.loss_cls: 0.2179, decode.d4.loss_mask: 0.4658, decode.d4.loss_dice: 0.7431, decode.d5.loss_cls: 0.2135, decode.d5.loss_mask: 0.4658, decode.d5.loss_dice: 0.7413, decode.d6.loss_cls: 0.2226, decode.d6.loss_mask: 0.4629, decode.d6.loss_dice: 0.7390, decode.d7.loss_cls: 0.2114, decode.d7.loss_mask: 0.4633, decode.d7.loss_dice: 0.7381, decode.d8.loss_cls: 0.2153, decode.d8.loss_mask: 0.4626, decode.d8.loss_dice: 0.7365, loss: 16.1661 2022-04-27 11:00:31,303 - mmseg - INFO - Iter [114150/160000] lr: 4.115e-07, eta: 13:48:39, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2252, decode.loss_mask: 0.4411, decode.loss_dice: 0.7039, decode.d0.loss_cls: 1.8559, decode.d0.loss_mask: 0.4832, decode.d0.loss_dice: 0.8100, decode.d1.loss_cls: 0.2894, decode.d1.loss_mask: 0.4577, decode.d1.loss_dice: 0.7478, decode.d2.loss_cls: 0.2599, decode.d2.loss_mask: 0.4496, decode.d2.loss_dice: 0.7232, decode.d3.loss_cls: 0.2403, decode.d3.loss_mask: 0.4479, decode.d3.loss_dice: 0.7119, decode.d4.loss_cls: 0.2282, decode.d4.loss_mask: 0.4441, decode.d4.loss_dice: 0.7108, decode.d5.loss_cls: 0.2229, decode.d5.loss_mask: 0.4429, decode.d5.loss_dice: 0.7088, decode.d6.loss_cls: 0.2155, decode.d6.loss_mask: 0.4427, decode.d6.loss_dice: 0.7063, decode.d7.loss_cls: 0.2186, decode.d7.loss_mask: 0.4433, decode.d7.loss_dice: 0.7077, decode.d8.loss_cls: 0.2217, decode.d8.loss_mask: 0.4420, decode.d8.loss_dice: 0.7057, loss: 15.7082 2022-04-27 11:01:24,862 - mmseg - INFO - Iter [114200/160000] lr: 4.110e-07, eta: 13:47:44, time: 1.071, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1980, decode.loss_mask: 0.4500, decode.loss_dice: 0.6863, decode.d0.loss_cls: 1.8842, decode.d0.loss_mask: 0.4931, decode.d0.loss_dice: 0.7989, decode.d1.loss_cls: 0.2686, decode.d1.loss_mask: 0.4671, decode.d1.loss_dice: 0.7305, decode.d2.loss_cls: 0.2315, decode.d2.loss_mask: 0.4605, decode.d2.loss_dice: 0.7099, decode.d3.loss_cls: 0.2158, decode.d3.loss_mask: 0.4531, decode.d3.loss_dice: 0.6970, decode.d4.loss_cls: 0.2038, decode.d4.loss_mask: 0.4516, decode.d4.loss_dice: 0.6977, decode.d5.loss_cls: 0.2019, decode.d5.loss_mask: 0.4511, decode.d5.loss_dice: 0.6905, decode.d6.loss_cls: 0.1988, decode.d6.loss_mask: 0.4494, decode.d6.loss_dice: 0.6866, decode.d7.loss_cls: 0.1980, decode.d7.loss_mask: 0.4493, decode.d7.loss_dice: 0.6893, decode.d8.loss_cls: 0.2025, decode.d8.loss_mask: 0.4499, decode.d8.loss_dice: 0.6874, loss: 15.4524 2022-04-27 11:02:17,835 - mmseg - INFO - Iter [114250/160000] lr: 4.106e-07, eta: 13:46:50, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2066, decode.loss_mask: 0.4623, decode.loss_dice: 0.7132, decode.d0.loss_cls: 1.8774, decode.d0.loss_mask: 0.5035, decode.d0.loss_dice: 0.8145, decode.d1.loss_cls: 0.2812, decode.d1.loss_mask: 0.4778, decode.d1.loss_dice: 0.7525, decode.d2.loss_cls: 0.2421, decode.d2.loss_mask: 0.4701, decode.d2.loss_dice: 0.7325, decode.d3.loss_cls: 0.2237, decode.d3.loss_mask: 0.4646, decode.d3.loss_dice: 0.7213, decode.d4.loss_cls: 0.2153, decode.d4.loss_mask: 0.4641, decode.d4.loss_dice: 0.7211, decode.d5.loss_cls: 0.2188, decode.d5.loss_mask: 0.4639, decode.d5.loss_dice: 0.7184, decode.d6.loss_cls: 0.2117, decode.d6.loss_mask: 0.4639, decode.d6.loss_dice: 0.7129, decode.d7.loss_cls: 0.2105, decode.d7.loss_mask: 0.4623, decode.d7.loss_dice: 0.7133, decode.d8.loss_cls: 0.2044, decode.d8.loss_mask: 0.4633, decode.d8.loss_dice: 0.7193, loss: 15.9061 2022-04-27 11:03:12,218 - mmseg - INFO - Iter [114300/160000] lr: 4.101e-07, eta: 13:45:56, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1953, decode.loss_mask: 0.4446, decode.loss_dice: 0.7153, decode.d0.loss_cls: 1.8911, decode.d0.loss_mask: 0.4898, decode.d0.loss_dice: 0.8269, decode.d1.loss_cls: 0.2794, decode.d1.loss_mask: 0.4587, decode.d1.loss_dice: 0.7538, decode.d2.loss_cls: 0.2425, decode.d2.loss_mask: 0.4526, decode.d2.loss_dice: 0.7329, decode.d3.loss_cls: 0.2221, decode.d3.loss_mask: 0.4480, decode.d3.loss_dice: 0.7207, decode.d4.loss_cls: 0.2133, decode.d4.loss_mask: 0.4451, decode.d4.loss_dice: 0.7171, decode.d5.loss_cls: 0.2082, decode.d5.loss_mask: 0.4438, decode.d5.loss_dice: 0.7166, decode.d6.loss_cls: 0.2112, decode.d6.loss_mask: 0.4429, decode.d6.loss_dice: 0.7129, decode.d7.loss_cls: 0.1934, decode.d7.loss_mask: 0.4453, decode.d7.loss_dice: 0.7155, decode.d8.loss_cls: 0.1956, decode.d8.loss_mask: 0.4445, decode.d8.loss_dice: 0.7129, loss: 15.6918 2022-04-27 11:04:05,993 - mmseg - INFO - Iter [114350/160000] lr: 4.097e-07, eta: 13:45:01, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2111, decode.loss_mask: 0.4415, decode.loss_dice: 0.7006, decode.d0.loss_cls: 1.8991, decode.d0.loss_mask: 0.4907, decode.d0.loss_dice: 0.8111, decode.d1.loss_cls: 0.2894, decode.d1.loss_mask: 0.4624, decode.d1.loss_dice: 0.7416, decode.d2.loss_cls: 0.2441, decode.d2.loss_mask: 0.4520, decode.d2.loss_dice: 0.7237, decode.d3.loss_cls: 0.2323, decode.d3.loss_mask: 0.4481, decode.d3.loss_dice: 0.7050, decode.d4.loss_cls: 0.2214, decode.d4.loss_mask: 0.4468, decode.d4.loss_dice: 0.7077, decode.d5.loss_cls: 0.2136, decode.d5.loss_mask: 0.4457, decode.d5.loss_dice: 0.7030, decode.d6.loss_cls: 0.2116, decode.d6.loss_mask: 0.4458, decode.d6.loss_dice: 0.7002, decode.d7.loss_cls: 0.2089, decode.d7.loss_mask: 0.4446, decode.d7.loss_dice: 0.7030, decode.d8.loss_cls: 0.2081, decode.d8.loss_mask: 0.4432, decode.d8.loss_dice: 0.6989, loss: 15.6553 2022-04-27 11:05:00,010 - mmseg - INFO - Iter [114400/160000] lr: 4.092e-07, eta: 13:44:07, time: 1.080, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2223, decode.loss_mask: 0.4591, decode.loss_dice: 0.7042, decode.d0.loss_cls: 1.9090, decode.d0.loss_mask: 0.4975, decode.d0.loss_dice: 0.8100, decode.d1.loss_cls: 0.2993, decode.d1.loss_mask: 0.4724, decode.d1.loss_dice: 0.7441, decode.d2.loss_cls: 0.2685, decode.d2.loss_mask: 0.4665, decode.d2.loss_dice: 0.7241, decode.d3.loss_cls: 0.2455, decode.d3.loss_mask: 0.4621, decode.d3.loss_dice: 0.7129, decode.d4.loss_cls: 0.2365, decode.d4.loss_mask: 0.4620, decode.d4.loss_dice: 0.7130, decode.d5.loss_cls: 0.2338, decode.d5.loss_mask: 0.4610, decode.d5.loss_dice: 0.7088, decode.d6.loss_cls: 0.2306, decode.d6.loss_mask: 0.4602, decode.d6.loss_dice: 0.7055, decode.d7.loss_cls: 0.2294, decode.d7.loss_mask: 0.4604, decode.d7.loss_dice: 0.7081, decode.d8.loss_cls: 0.2246, decode.d8.loss_mask: 0.4597, decode.d8.loss_dice: 0.7099, loss: 16.0009 2022-04-27 11:05:55,120 - mmseg - INFO - Iter [114450/160000] lr: 4.088e-07, eta: 13:43:13, time: 1.102, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2088, decode.loss_mask: 0.4366, decode.loss_dice: 0.7000, decode.d0.loss_cls: 1.8729, decode.d0.loss_mask: 0.4816, decode.d0.loss_dice: 0.8204, decode.d1.loss_cls: 0.2761, decode.d1.loss_mask: 0.4561, decode.d1.loss_dice: 0.7506, decode.d2.loss_cls: 0.2435, decode.d2.loss_mask: 0.4453, decode.d2.loss_dice: 0.7263, decode.d3.loss_cls: 0.2187, decode.d3.loss_mask: 0.4430, decode.d3.loss_dice: 0.7177, decode.d4.loss_cls: 0.2075, decode.d4.loss_mask: 0.4420, decode.d4.loss_dice: 0.7149, decode.d5.loss_cls: 0.2059, decode.d5.loss_mask: 0.4398, decode.d5.loss_dice: 0.7151, decode.d6.loss_cls: 0.2091, decode.d6.loss_mask: 0.4389, decode.d6.loss_dice: 0.7062, decode.d7.loss_cls: 0.2030, decode.d7.loss_mask: 0.4374, decode.d7.loss_dice: 0.7051, decode.d8.loss_cls: 0.2007, decode.d8.loss_mask: 0.4400, decode.d8.loss_dice: 0.7071, loss: 15.5701 2022-04-27 11:06:50,790 - mmseg - INFO - Iter [114500/160000] lr: 4.083e-07, eta: 13:42:19, time: 1.113, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2073, decode.loss_mask: 0.4686, decode.loss_dice: 0.7371, decode.d0.loss_cls: 1.8963, decode.d0.loss_mask: 0.5151, decode.d0.loss_dice: 0.8420, decode.d1.loss_cls: 0.3077, decode.d1.loss_mask: 0.4838, decode.d1.loss_dice: 0.7702, decode.d2.loss_cls: 0.2527, decode.d2.loss_mask: 0.4775, decode.d2.loss_dice: 0.7503, decode.d3.loss_cls: 0.2267, decode.d3.loss_mask: 0.4735, decode.d3.loss_dice: 0.7391, decode.d4.loss_cls: 0.2269, decode.d4.loss_mask: 0.4709, decode.d4.loss_dice: 0.7423, decode.d5.loss_cls: 0.2214, decode.d5.loss_mask: 0.4708, decode.d5.loss_dice: 0.7398, decode.d6.loss_cls: 0.2184, decode.d6.loss_mask: 0.4700, decode.d6.loss_dice: 0.7330, decode.d7.loss_cls: 0.2126, decode.d7.loss_mask: 0.4691, decode.d7.loss_dice: 0.7363, decode.d8.loss_cls: 0.2111, decode.d8.loss_mask: 0.4693, decode.d8.loss_dice: 0.7362, loss: 16.2759 2022-04-27 11:07:45,443 - mmseg - INFO - Iter [114550/160000] lr: 4.079e-07, eta: 13:41:25, time: 1.093, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2013, decode.loss_mask: 0.4395, decode.loss_dice: 0.6998, decode.d0.loss_cls: 1.8309, decode.d0.loss_mask: 0.4828, decode.d0.loss_dice: 0.8019, decode.d1.loss_cls: 0.2888, decode.d1.loss_mask: 0.4535, decode.d1.loss_dice: 0.7379, decode.d2.loss_cls: 0.2389, decode.d2.loss_mask: 0.4482, decode.d2.loss_dice: 0.7219, decode.d3.loss_cls: 0.2231, decode.d3.loss_mask: 0.4437, decode.d3.loss_dice: 0.7058, decode.d4.loss_cls: 0.2152, decode.d4.loss_mask: 0.4404, decode.d4.loss_dice: 0.7101, decode.d5.loss_cls: 0.2126, decode.d5.loss_mask: 0.4407, decode.d5.loss_dice: 0.7001, decode.d6.loss_cls: 0.2069, decode.d6.loss_mask: 0.4390, decode.d6.loss_dice: 0.6944, decode.d7.loss_cls: 0.1993, decode.d7.loss_mask: 0.4400, decode.d7.loss_dice: 0.7016, decode.d8.loss_cls: 0.2026, decode.d8.loss_mask: 0.4403, decode.d8.loss_dice: 0.7000, loss: 15.4614 2022-04-27 11:08:40,229 - mmseg - INFO - Iter [114600/160000] lr: 4.074e-07, eta: 13:40:31, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2007, decode.loss_mask: 0.4498, decode.loss_dice: 0.6861, decode.d0.loss_cls: 1.8613, decode.d0.loss_mask: 0.4952, decode.d0.loss_dice: 0.7896, decode.d1.loss_cls: 0.2864, decode.d1.loss_mask: 0.4641, decode.d1.loss_dice: 0.7246, decode.d2.loss_cls: 0.2360, decode.d2.loss_mask: 0.4571, decode.d2.loss_dice: 0.7087, decode.d3.loss_cls: 0.2249, decode.d3.loss_mask: 0.4535, decode.d3.loss_dice: 0.6906, decode.d4.loss_cls: 0.2112, decode.d4.loss_mask: 0.4524, decode.d4.loss_dice: 0.6922, decode.d5.loss_cls: 0.2048, decode.d5.loss_mask: 0.4522, decode.d5.loss_dice: 0.6908, decode.d6.loss_cls: 0.2044, decode.d6.loss_mask: 0.4499, decode.d6.loss_dice: 0.6887, decode.d7.loss_cls: 0.2001, decode.d7.loss_mask: 0.4515, decode.d7.loss_dice: 0.6851, decode.d8.loss_cls: 0.1944, decode.d8.loss_mask: 0.4513, decode.d8.loss_dice: 0.6895, loss: 15.4471 2022-04-27 11:09:34,093 - mmseg - INFO - Iter [114650/160000] lr: 4.070e-07, eta: 13:39:37, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2182, decode.loss_mask: 0.4430, decode.loss_dice: 0.7017, decode.d0.loss_cls: 1.9238, decode.d0.loss_mask: 0.4860, decode.d0.loss_dice: 0.8154, decode.d1.loss_cls: 0.3057, decode.d1.loss_mask: 0.4623, decode.d1.loss_dice: 0.7472, decode.d2.loss_cls: 0.2579, decode.d2.loss_mask: 0.4497, decode.d2.loss_dice: 0.7237, decode.d3.loss_cls: 0.2348, decode.d3.loss_mask: 0.4453, decode.d3.loss_dice: 0.7120, decode.d4.loss_cls: 0.2306, decode.d4.loss_mask: 0.4455, decode.d4.loss_dice: 0.7137, decode.d5.loss_cls: 0.2303, decode.d5.loss_mask: 0.4430, decode.d5.loss_dice: 0.7081, decode.d6.loss_cls: 0.2207, decode.d6.loss_mask: 0.4425, decode.d6.loss_dice: 0.7074, decode.d7.loss_cls: 0.2204, decode.d7.loss_mask: 0.4412, decode.d7.loss_dice: 0.7071, decode.d8.loss_cls: 0.2218, decode.d8.loss_mask: 0.4424, decode.d8.loss_dice: 0.7045, loss: 15.8059 2022-04-27 11:10:29,046 - mmseg - INFO - Iter [114700/160000] lr: 4.065e-07, eta: 13:38:43, time: 1.099, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1880, decode.loss_mask: 0.4544, decode.loss_dice: 0.7137, decode.d0.loss_cls: 1.8601, decode.d0.loss_mask: 0.5013, decode.d0.loss_dice: 0.8147, decode.d1.loss_cls: 0.2836, decode.d1.loss_mask: 0.4741, decode.d1.loss_dice: 0.7570, decode.d2.loss_cls: 0.2318, decode.d2.loss_mask: 0.4637, decode.d2.loss_dice: 0.7397, decode.d3.loss_cls: 0.2141, decode.d3.loss_mask: 0.4599, decode.d3.loss_dice: 0.7210, decode.d4.loss_cls: 0.2069, decode.d4.loss_mask: 0.4592, decode.d4.loss_dice: 0.7242, decode.d5.loss_cls: 0.1966, decode.d5.loss_mask: 0.4570, decode.d5.loss_dice: 0.7205, decode.d6.loss_cls: 0.1917, decode.d6.loss_mask: 0.4542, decode.d6.loss_dice: 0.7154, decode.d7.loss_cls: 0.1940, decode.d7.loss_mask: 0.4532, decode.d7.loss_dice: 0.7151, decode.d8.loss_cls: 0.1923, decode.d8.loss_mask: 0.4534, decode.d8.loss_dice: 0.7145, loss: 15.7250 2022-04-27 11:11:22,652 - mmseg - INFO - Iter [114750/160000] lr: 4.061e-07, eta: 13:37:49, time: 1.072, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2010, decode.loss_mask: 0.4415, decode.loss_dice: 0.6931, decode.d0.loss_cls: 1.8706, decode.d0.loss_mask: 0.4870, decode.d0.loss_dice: 0.8099, decode.d1.loss_cls: 0.2996, decode.d1.loss_mask: 0.4584, decode.d1.loss_dice: 0.7437, decode.d2.loss_cls: 0.2495, decode.d2.loss_mask: 0.4490, decode.d2.loss_dice: 0.7206, decode.d3.loss_cls: 0.2261, decode.d3.loss_mask: 0.4457, decode.d3.loss_dice: 0.7018, decode.d4.loss_cls: 0.2215, decode.d4.loss_mask: 0.4453, decode.d4.loss_dice: 0.7066, decode.d5.loss_cls: 0.2149, decode.d5.loss_mask: 0.4431, decode.d5.loss_dice: 0.7056, decode.d6.loss_cls: 0.2034, decode.d6.loss_mask: 0.4451, decode.d6.loss_dice: 0.6975, decode.d7.loss_cls: 0.2048, decode.d7.loss_mask: 0.4429, decode.d7.loss_dice: 0.6973, decode.d8.loss_cls: 0.2012, decode.d8.loss_mask: 0.4438, decode.d8.loss_dice: 0.7002, loss: 15.5708 2022-04-27 11:12:15,725 - mmseg - INFO - Iter [114800/160000] lr: 4.056e-07, eta: 13:36:54, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2150, decode.loss_mask: 0.4627, decode.loss_dice: 0.7105, decode.d0.loss_cls: 1.8639, decode.d0.loss_mask: 0.5086, decode.d0.loss_dice: 0.8190, decode.d1.loss_cls: 0.2987, decode.d1.loss_mask: 0.4817, decode.d1.loss_dice: 0.7554, decode.d2.loss_cls: 0.2501, decode.d2.loss_mask: 0.4719, decode.d2.loss_dice: 0.7349, decode.d3.loss_cls: 0.2312, decode.d3.loss_mask: 0.4680, decode.d3.loss_dice: 0.7184, decode.d4.loss_cls: 0.2238, decode.d4.loss_mask: 0.4669, decode.d4.loss_dice: 0.7129, decode.d5.loss_cls: 0.2152, decode.d5.loss_mask: 0.4665, decode.d5.loss_dice: 0.7145, decode.d6.loss_cls: 0.2118, decode.d6.loss_mask: 0.4656, decode.d6.loss_dice: 0.7099, decode.d7.loss_cls: 0.2163, decode.d7.loss_mask: 0.4645, decode.d7.loss_dice: 0.7111, decode.d8.loss_cls: 0.2108, decode.d8.loss_mask: 0.4640, decode.d8.loss_dice: 0.7134, loss: 15.9575 2022-04-27 11:13:10,142 - mmseg - INFO - Iter [114850/160000] lr: 4.052e-07, eta: 13:36:00, time: 1.088, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2094, decode.loss_mask: 0.4428, decode.loss_dice: 0.7010, decode.d0.loss_cls: 1.9279, decode.d0.loss_mask: 0.4971, decode.d0.loss_dice: 0.8289, decode.d1.loss_cls: 0.2935, decode.d1.loss_mask: 0.4645, decode.d1.loss_dice: 0.7546, decode.d2.loss_cls: 0.2446, decode.d2.loss_mask: 0.4531, decode.d2.loss_dice: 0.7336, decode.d3.loss_cls: 0.2314, decode.d3.loss_mask: 0.4483, decode.d3.loss_dice: 0.7140, decode.d4.loss_cls: 0.2155, decode.d4.loss_mask: 0.4475, decode.d4.loss_dice: 0.7177, decode.d5.loss_cls: 0.2190, decode.d5.loss_mask: 0.4458, decode.d5.loss_dice: 0.7178, decode.d6.loss_cls: 0.2106, decode.d6.loss_mask: 0.4448, decode.d6.loss_dice: 0.7039, decode.d7.loss_cls: 0.2045, decode.d7.loss_mask: 0.4448, decode.d7.loss_dice: 0.7042, decode.d8.loss_cls: 0.2040, decode.d8.loss_mask: 0.4447, decode.d8.loss_dice: 0.7044, loss: 15.7738 2022-04-27 11:14:05,434 - mmseg - INFO - Iter [114900/160000] lr: 4.047e-07, eta: 13:35:06, time: 1.106, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2080, decode.loss_mask: 0.4531, decode.loss_dice: 0.7045, decode.d0.loss_cls: 1.8683, decode.d0.loss_mask: 0.5055, decode.d0.loss_dice: 0.8256, decode.d1.loss_cls: 0.2932, decode.d1.loss_mask: 0.4739, decode.d1.loss_dice: 0.7559, decode.d2.loss_cls: 0.2500, decode.d2.loss_mask: 0.4643, decode.d2.loss_dice: 0.7372, decode.d3.loss_cls: 0.2256, decode.d3.loss_mask: 0.4598, decode.d3.loss_dice: 0.7195, decode.d4.loss_cls: 0.2170, decode.d4.loss_mask: 0.4590, decode.d4.loss_dice: 0.7198, decode.d5.loss_cls: 0.2086, decode.d5.loss_mask: 0.4577, decode.d5.loss_dice: 0.7185, decode.d6.loss_cls: 0.2126, decode.d6.loss_mask: 0.4545, decode.d6.loss_dice: 0.7129, decode.d7.loss_cls: 0.2078, decode.d7.loss_mask: 0.4540, decode.d7.loss_dice: 0.7098, decode.d8.loss_cls: 0.2085, decode.d8.loss_mask: 0.4532, decode.d8.loss_dice: 0.7106, loss: 15.8489 2022-04-27 11:15:03,094 - mmseg - INFO - Iter [114950/160000] lr: 4.043e-07, eta: 13:34:13, time: 1.153, data_time: 0.068, memory: 64049, decode.loss_cls: 0.1946, decode.loss_mask: 0.4427, decode.loss_dice: 0.7010, decode.d0.loss_cls: 1.8697, decode.d0.loss_mask: 0.4887, decode.d0.loss_dice: 0.8064, decode.d1.loss_cls: 0.2751, decode.d1.loss_mask: 0.4607, decode.d1.loss_dice: 0.7458, decode.d2.loss_cls: 0.2283, decode.d2.loss_mask: 0.4530, decode.d2.loss_dice: 0.7235, decode.d3.loss_cls: 0.2103, decode.d3.loss_mask: 0.4488, decode.d3.loss_dice: 0.7099, decode.d4.loss_cls: 0.2058, decode.d4.loss_mask: 0.4471, decode.d4.loss_dice: 0.7099, decode.d5.loss_cls: 0.1995, decode.d5.loss_mask: 0.4459, decode.d5.loss_dice: 0.7079, decode.d6.loss_cls: 0.1967, decode.d6.loss_mask: 0.4438, decode.d6.loss_dice: 0.6996, decode.d7.loss_cls: 0.1980, decode.d7.loss_mask: 0.4435, decode.d7.loss_dice: 0.7007, decode.d8.loss_cls: 0.1906, decode.d8.loss_mask: 0.4433, decode.d8.loss_dice: 0.7013, loss: 15.4922 2022-04-27 11:15:57,845 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 11:15:57,855 - mmseg - INFO - Iter [115000/160000] lr: 4.038e-07, eta: 13:33:19, time: 1.095, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1937, decode.loss_mask: 0.4559, decode.loss_dice: 0.7096, decode.d0.loss_cls: 1.8822, decode.d0.loss_mask: 0.4996, decode.d0.loss_dice: 0.8155, decode.d1.loss_cls: 0.2786, decode.d1.loss_mask: 0.4724, decode.d1.loss_dice: 0.7504, decode.d2.loss_cls: 0.2400, decode.d2.loss_mask: 0.4642, decode.d2.loss_dice: 0.7283, decode.d3.loss_cls: 0.2151, decode.d3.loss_mask: 0.4625, decode.d3.loss_dice: 0.7194, decode.d4.loss_cls: 0.2094, decode.d4.loss_mask: 0.4612, decode.d4.loss_dice: 0.7222, decode.d5.loss_cls: 0.1996, decode.d5.loss_mask: 0.4579, decode.d5.loss_dice: 0.7179, decode.d6.loss_cls: 0.1968, decode.d6.loss_mask: 0.4565, decode.d6.loss_dice: 0.7102, decode.d7.loss_cls: 0.1972, decode.d7.loss_mask: 0.4559, decode.d7.loss_dice: 0.7127, decode.d8.loss_cls: 0.1980, decode.d8.loss_mask: 0.4563, decode.d8.loss_dice: 0.7154, loss: 15.7548 2022-04-27 11:16:51,394 - mmseg - INFO - Iter [115050/160000] lr: 4.034e-07, eta: 13:32:25, time: 1.071, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1832, decode.loss_mask: 0.4462, decode.loss_dice: 0.7083, decode.d0.loss_cls: 1.8906, decode.d0.loss_mask: 0.4848, decode.d0.loss_dice: 0.8015, decode.d1.loss_cls: 0.2627, decode.d1.loss_mask: 0.4575, decode.d1.loss_dice: 0.7469, decode.d2.loss_cls: 0.2227, decode.d2.loss_mask: 0.4553, decode.d2.loss_dice: 0.7279, decode.d3.loss_cls: 0.1998, decode.d3.loss_mask: 0.4512, decode.d3.loss_dice: 0.7153, decode.d4.loss_cls: 0.1981, decode.d4.loss_mask: 0.4488, decode.d4.loss_dice: 0.7186, decode.d5.loss_cls: 0.1927, decode.d5.loss_mask: 0.4481, decode.d5.loss_dice: 0.7164, decode.d6.loss_cls: 0.1865, decode.d6.loss_mask: 0.4481, decode.d6.loss_dice: 0.7118, decode.d7.loss_cls: 0.1869, decode.d7.loss_mask: 0.4465, decode.d7.loss_dice: 0.7093, decode.d8.loss_cls: 0.1843, decode.d8.loss_mask: 0.4464, decode.d8.loss_dice: 0.7048, loss: 15.5013 2022-04-27 11:17:44,183 - mmseg - INFO - Iter [115100/160000] lr: 4.029e-07, eta: 13:31:30, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2087, decode.loss_mask: 0.4411, decode.loss_dice: 0.7002, decode.d0.loss_cls: 1.8474, decode.d0.loss_mask: 0.4879, decode.d0.loss_dice: 0.8081, decode.d1.loss_cls: 0.2987, decode.d1.loss_mask: 0.4593, decode.d1.loss_dice: 0.7456, decode.d2.loss_cls: 0.2522, decode.d2.loss_mask: 0.4515, decode.d2.loss_dice: 0.7199, decode.d3.loss_cls: 0.2341, decode.d3.loss_mask: 0.4468, decode.d3.loss_dice: 0.7073, decode.d4.loss_cls: 0.2293, decode.d4.loss_mask: 0.4441, decode.d4.loss_dice: 0.7049, decode.d5.loss_cls: 0.2152, decode.d5.loss_mask: 0.4459, decode.d5.loss_dice: 0.7022, decode.d6.loss_cls: 0.2117, decode.d6.loss_mask: 0.4433, decode.d6.loss_dice: 0.6983, decode.d7.loss_cls: 0.2115, decode.d7.loss_mask: 0.4435, decode.d7.loss_dice: 0.6982, decode.d8.loss_cls: 0.2139, decode.d8.loss_mask: 0.4420, decode.d8.loss_dice: 0.6981, loss: 15.6109 2022-04-27 11:18:39,260 - mmseg - INFO - Iter [115150/160000] lr: 4.025e-07, eta: 13:30:36, time: 1.102, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2196, decode.loss_mask: 0.4641, decode.loss_dice: 0.7068, decode.d0.loss_cls: 1.9018, decode.d0.loss_mask: 0.5093, decode.d0.loss_dice: 0.8112, decode.d1.loss_cls: 0.3013, decode.d1.loss_mask: 0.4846, decode.d1.loss_dice: 0.7501, decode.d2.loss_cls: 0.2605, decode.d2.loss_mask: 0.4729, decode.d2.loss_dice: 0.7261, decode.d3.loss_cls: 0.2402, decode.d3.loss_mask: 0.4672, decode.d3.loss_dice: 0.7166, decode.d4.loss_cls: 0.2374, decode.d4.loss_mask: 0.4662, decode.d4.loss_dice: 0.7145, decode.d5.loss_cls: 0.2316, decode.d5.loss_mask: 0.4651, decode.d5.loss_dice: 0.7084, decode.d6.loss_cls: 0.2259, decode.d6.loss_mask: 0.4628, decode.d6.loss_dice: 0.7058, decode.d7.loss_cls: 0.2193, decode.d7.loss_mask: 0.4644, decode.d7.loss_dice: 0.7054, decode.d8.loss_cls: 0.2184, decode.d8.loss_mask: 0.4630, decode.d8.loss_dice: 0.7065, loss: 16.0269 2022-04-27 11:19:33,841 - mmseg - INFO - Iter [115200/160000] lr: 4.020e-07, eta: 13:29:42, time: 1.092, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1976, decode.loss_mask: 0.4499, decode.loss_dice: 0.7172, decode.d0.loss_cls: 1.8877, decode.d0.loss_mask: 0.4946, decode.d0.loss_dice: 0.8176, decode.d1.loss_cls: 0.2916, decode.d1.loss_mask: 0.4649, decode.d1.loss_dice: 0.7489, decode.d2.loss_cls: 0.2441, decode.d2.loss_mask: 0.4575, decode.d2.loss_dice: 0.7319, decode.d3.loss_cls: 0.2231, decode.d3.loss_mask: 0.4533, decode.d3.loss_dice: 0.7165, decode.d4.loss_cls: 0.2160, decode.d4.loss_mask: 0.4535, decode.d4.loss_dice: 0.7163, decode.d5.loss_cls: 0.2043, decode.d5.loss_mask: 0.4537, decode.d5.loss_dice: 0.7176, decode.d6.loss_cls: 0.2043, decode.d6.loss_mask: 0.4522, decode.d6.loss_dice: 0.7117, decode.d7.loss_cls: 0.2030, decode.d7.loss_mask: 0.4506, decode.d7.loss_dice: 0.7154, decode.d8.loss_cls: 0.1999, decode.d8.loss_mask: 0.4494, decode.d8.loss_dice: 0.7137, loss: 15.7580 2022-04-27 11:20:29,335 - mmseg - INFO - Iter [115250/160000] lr: 4.016e-07, eta: 13:28:48, time: 1.110, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1818, decode.loss_mask: 0.4336, decode.loss_dice: 0.7158, decode.d0.loss_cls: 1.8701, decode.d0.loss_mask: 0.4758, decode.d0.loss_dice: 0.8171, decode.d1.loss_cls: 0.2778, decode.d1.loss_mask: 0.4478, decode.d1.loss_dice: 0.7538, decode.d2.loss_cls: 0.2241, decode.d2.loss_mask: 0.4428, decode.d2.loss_dice: 0.7315, decode.d3.loss_cls: 0.2060, decode.d3.loss_mask: 0.4390, decode.d3.loss_dice: 0.7248, decode.d4.loss_cls: 0.1954, decode.d4.loss_mask: 0.4387, decode.d4.loss_dice: 0.7196, decode.d5.loss_cls: 0.1927, decode.d5.loss_mask: 0.4358, decode.d5.loss_dice: 0.7174, decode.d6.loss_cls: 0.1875, decode.d6.loss_mask: 0.4347, decode.d6.loss_dice: 0.7126, decode.d7.loss_cls: 0.1885, decode.d7.loss_mask: 0.4336, decode.d7.loss_dice: 0.7121, decode.d8.loss_cls: 0.1876, decode.d8.loss_mask: 0.4342, decode.d8.loss_dice: 0.7134, loss: 15.4459 2022-04-27 11:21:23,669 - mmseg - INFO - Iter [115300/160000] lr: 4.011e-07, eta: 13:27:54, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1983, decode.loss_mask: 0.4386, decode.loss_dice: 0.7001, decode.d0.loss_cls: 1.8484, decode.d0.loss_mask: 0.4794, decode.d0.loss_dice: 0.8092, decode.d1.loss_cls: 0.2865, decode.d1.loss_mask: 0.4528, decode.d1.loss_dice: 0.7469, decode.d2.loss_cls: 0.2390, decode.d2.loss_mask: 0.4491, decode.d2.loss_dice: 0.7275, decode.d3.loss_cls: 0.2136, decode.d3.loss_mask: 0.4433, decode.d3.loss_dice: 0.7111, decode.d4.loss_cls: 0.2072, decode.d4.loss_mask: 0.4417, decode.d4.loss_dice: 0.7141, decode.d5.loss_cls: 0.2023, decode.d5.loss_mask: 0.4408, decode.d5.loss_dice: 0.7128, decode.d6.loss_cls: 0.2000, decode.d6.loss_mask: 0.4401, decode.d6.loss_dice: 0.7064, decode.d7.loss_cls: 0.1999, decode.d7.loss_mask: 0.4399, decode.d7.loss_dice: 0.7096, decode.d8.loss_cls: 0.1980, decode.d8.loss_mask: 0.4389, decode.d8.loss_dice: 0.7019, loss: 15.4971 2022-04-27 11:22:18,844 - mmseg - INFO - Iter [115350/160000] lr: 4.007e-07, eta: 13:27:00, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2196, decode.loss_mask: 0.4471, decode.loss_dice: 0.7060, decode.d0.loss_cls: 1.8405, decode.d0.loss_mask: 0.4990, decode.d0.loss_dice: 0.8164, decode.d1.loss_cls: 0.2965, decode.d1.loss_mask: 0.4718, decode.d1.loss_dice: 0.7572, decode.d2.loss_cls: 0.2606, decode.d2.loss_mask: 0.4598, decode.d2.loss_dice: 0.7374, decode.d3.loss_cls: 0.2427, decode.d3.loss_mask: 0.4515, decode.d3.loss_dice: 0.7153, decode.d4.loss_cls: 0.2330, decode.d4.loss_mask: 0.4530, decode.d4.loss_dice: 0.7141, decode.d5.loss_cls: 0.2269, decode.d5.loss_mask: 0.4529, decode.d5.loss_dice: 0.7161, decode.d6.loss_cls: 0.2226, decode.d6.loss_mask: 0.4499, decode.d6.loss_dice: 0.7126, decode.d7.loss_cls: 0.2228, decode.d7.loss_mask: 0.4478, decode.d7.loss_dice: 0.7085, decode.d8.loss_cls: 0.2229, decode.d8.loss_mask: 0.4470, decode.d8.loss_dice: 0.7088, loss: 15.8605 2022-04-27 11:23:13,858 - mmseg - INFO - Iter [115400/160000] lr: 4.002e-07, eta: 13:26:06, time: 1.100, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2015, decode.loss_mask: 0.4632, decode.loss_dice: 0.7270, decode.d0.loss_cls: 1.8800, decode.d0.loss_mask: 0.5105, decode.d0.loss_dice: 0.8310, decode.d1.loss_cls: 0.2759, decode.d1.loss_mask: 0.4778, decode.d1.loss_dice: 0.7760, decode.d2.loss_cls: 0.2314, decode.d2.loss_mask: 0.4713, decode.d2.loss_dice: 0.7454, decode.d3.loss_cls: 0.2160, decode.d3.loss_mask: 0.4682, decode.d3.loss_dice: 0.7349, decode.d4.loss_cls: 0.2117, decode.d4.loss_mask: 0.4673, decode.d4.loss_dice: 0.7353, decode.d5.loss_cls: 0.2021, decode.d5.loss_mask: 0.4652, decode.d5.loss_dice: 0.7315, decode.d6.loss_cls: 0.2032, decode.d6.loss_mask: 0.4650, decode.d6.loss_dice: 0.7292, decode.d7.loss_cls: 0.1966, decode.d7.loss_mask: 0.4639, decode.d7.loss_dice: 0.7274, decode.d8.loss_cls: 0.1958, decode.d8.loss_mask: 0.4625, decode.d8.loss_dice: 0.7248, loss: 15.9916 2022-04-27 11:24:08,702 - mmseg - INFO - Iter [115450/160000] lr: 3.998e-07, eta: 13:25:12, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2138, decode.loss_mask: 0.4494, decode.loss_dice: 0.7018, decode.d0.loss_cls: 1.9026, decode.d0.loss_mask: 0.4920, decode.d0.loss_dice: 0.8174, decode.d1.loss_cls: 0.3078, decode.d1.loss_mask: 0.4621, decode.d1.loss_dice: 0.7528, decode.d2.loss_cls: 0.2623, decode.d2.loss_mask: 0.4572, decode.d2.loss_dice: 0.7295, decode.d3.loss_cls: 0.2318, decode.d3.loss_mask: 0.4543, decode.d3.loss_dice: 0.7185, decode.d4.loss_cls: 0.2247, decode.d4.loss_mask: 0.4545, decode.d4.loss_dice: 0.7174, decode.d5.loss_cls: 0.2170, decode.d5.loss_mask: 0.4526, decode.d5.loss_dice: 0.7150, decode.d6.loss_cls: 0.2203, decode.d6.loss_mask: 0.4493, decode.d6.loss_dice: 0.7085, decode.d7.loss_cls: 0.2146, decode.d7.loss_mask: 0.4500, decode.d7.loss_dice: 0.7095, decode.d8.loss_cls: 0.2100, decode.d8.loss_mask: 0.4503, decode.d8.loss_dice: 0.7057, loss: 15.8528 2022-04-27 11:25:04,316 - mmseg - INFO - Iter [115500/160000] lr: 3.993e-07, eta: 13:24:19, time: 1.112, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2010, decode.loss_mask: 0.4380, decode.loss_dice: 0.7006, decode.d0.loss_cls: 1.9083, decode.d0.loss_mask: 0.4780, decode.d0.loss_dice: 0.8005, decode.d1.loss_cls: 0.2836, decode.d1.loss_mask: 0.4590, decode.d1.loss_dice: 0.7440, decode.d2.loss_cls: 0.2427, decode.d2.loss_mask: 0.4474, decode.d2.loss_dice: 0.7230, decode.d3.loss_cls: 0.2227, decode.d3.loss_mask: 0.4429, decode.d3.loss_dice: 0.7094, decode.d4.loss_cls: 0.2136, decode.d4.loss_mask: 0.4406, decode.d4.loss_dice: 0.7048, decode.d5.loss_cls: 0.2076, decode.d5.loss_mask: 0.4396, decode.d5.loss_dice: 0.7048, decode.d6.loss_cls: 0.2055, decode.d6.loss_mask: 0.4392, decode.d6.loss_dice: 0.7009, decode.d7.loss_cls: 0.2051, decode.d7.loss_mask: 0.4376, decode.d7.loss_dice: 0.7012, decode.d8.loss_cls: 0.2010, decode.d8.loss_mask: 0.4388, decode.d8.loss_dice: 0.7006, loss: 15.5419 2022-04-27 11:25:57,442 - mmseg - INFO - Iter [115550/160000] lr: 3.989e-07, eta: 13:23:24, time: 1.063, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1859, decode.loss_mask: 0.4504, decode.loss_dice: 0.6823, decode.d0.loss_cls: 1.8391, decode.d0.loss_mask: 0.4979, decode.d0.loss_dice: 0.7893, decode.d1.loss_cls: 0.2769, decode.d1.loss_mask: 0.4665, decode.d1.loss_dice: 0.7235, decode.d2.loss_cls: 0.2323, decode.d2.loss_mask: 0.4582, decode.d2.loss_dice: 0.7021, decode.d3.loss_cls: 0.2149, decode.d3.loss_mask: 0.4545, decode.d3.loss_dice: 0.6889, decode.d4.loss_cls: 0.2066, decode.d4.loss_mask: 0.4515, decode.d4.loss_dice: 0.6883, decode.d5.loss_cls: 0.1977, decode.d5.loss_mask: 0.4503, decode.d5.loss_dice: 0.6879, decode.d6.loss_cls: 0.1937, decode.d6.loss_mask: 0.4502, decode.d6.loss_dice: 0.6820, decode.d7.loss_cls: 0.1859, decode.d7.loss_mask: 0.4508, decode.d7.loss_dice: 0.6798, decode.d8.loss_cls: 0.1851, decode.d8.loss_mask: 0.4502, decode.d8.loss_dice: 0.6821, loss: 15.3047 2022-04-27 11:26:52,241 - mmseg - INFO - Iter [115600/160000] lr: 3.984e-07, eta: 13:22:30, time: 1.096, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2317, decode.loss_mask: 0.4454, decode.loss_dice: 0.7158, decode.d0.loss_cls: 1.9202, decode.d0.loss_mask: 0.4901, decode.d0.loss_dice: 0.8335, decode.d1.loss_cls: 0.3248, decode.d1.loss_mask: 0.4626, decode.d1.loss_dice: 0.7639, decode.d2.loss_cls: 0.2733, decode.d2.loss_mask: 0.4530, decode.d2.loss_dice: 0.7428, decode.d3.loss_cls: 0.2593, decode.d3.loss_mask: 0.4472, decode.d3.loss_dice: 0.7264, decode.d4.loss_cls: 0.2481, decode.d4.loss_mask: 0.4451, decode.d4.loss_dice: 0.7224, decode.d5.loss_cls: 0.2364, decode.d5.loss_mask: 0.4455, decode.d5.loss_dice: 0.7239, decode.d6.loss_cls: 0.2393, decode.d6.loss_mask: 0.4445, decode.d6.loss_dice: 0.7178, decode.d7.loss_cls: 0.2324, decode.d7.loss_mask: 0.4453, decode.d7.loss_dice: 0.7138, decode.d8.loss_cls: 0.2378, decode.d8.loss_mask: 0.4460, decode.d8.loss_dice: 0.7177, loss: 16.1060 2022-04-27 11:27:47,528 - mmseg - INFO - Iter [115650/160000] lr: 3.980e-07, eta: 13:21:36, time: 1.106, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2035, decode.loss_mask: 0.4491, decode.loss_dice: 0.7031, decode.d0.loss_cls: 1.8707, decode.d0.loss_mask: 0.4999, decode.d0.loss_dice: 0.8111, decode.d1.loss_cls: 0.2752, decode.d1.loss_mask: 0.4685, decode.d1.loss_dice: 0.7450, decode.d2.loss_cls: 0.2414, decode.d2.loss_mask: 0.4583, decode.d2.loss_dice: 0.7288, decode.d3.loss_cls: 0.2257, decode.d3.loss_mask: 0.4532, decode.d3.loss_dice: 0.7158, decode.d4.loss_cls: 0.2222, decode.d4.loss_mask: 0.4513, decode.d4.loss_dice: 0.7088, decode.d5.loss_cls: 0.2131, decode.d5.loss_mask: 0.4486, decode.d5.loss_dice: 0.7081, decode.d6.loss_cls: 0.2112, decode.d6.loss_mask: 0.4494, decode.d6.loss_dice: 0.7074, decode.d7.loss_cls: 0.2085, decode.d7.loss_mask: 0.4491, decode.d7.loss_dice: 0.7043, decode.d8.loss_cls: 0.2062, decode.d8.loss_mask: 0.4505, decode.d8.loss_dice: 0.7060, loss: 15.6944 2022-04-27 11:28:42,721 - mmseg - INFO - Iter [115700/160000] lr: 3.975e-07, eta: 13:20:42, time: 1.104, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2058, decode.loss_mask: 0.4473, decode.loss_dice: 0.7239, decode.d0.loss_cls: 1.9185, decode.d0.loss_mask: 0.4956, decode.d0.loss_dice: 0.8379, decode.d1.loss_cls: 0.2944, decode.d1.loss_mask: 0.4684, decode.d1.loss_dice: 0.7771, decode.d2.loss_cls: 0.2485, decode.d2.loss_mask: 0.4555, decode.d2.loss_dice: 0.7507, decode.d3.loss_cls: 0.2302, decode.d3.loss_mask: 0.4530, decode.d3.loss_dice: 0.7382, decode.d4.loss_cls: 0.2212, decode.d4.loss_mask: 0.4517, decode.d4.loss_dice: 0.7342, decode.d5.loss_cls: 0.2099, decode.d5.loss_mask: 0.4503, decode.d5.loss_dice: 0.7354, decode.d6.loss_cls: 0.2074, decode.d6.loss_mask: 0.4500, decode.d6.loss_dice: 0.7319, decode.d7.loss_cls: 0.2036, decode.d7.loss_mask: 0.4472, decode.d7.loss_dice: 0.7319, decode.d8.loss_cls: 0.2052, decode.d8.loss_mask: 0.4475, decode.d8.loss_dice: 0.7270, loss: 15.9995 2022-04-27 11:29:37,543 - mmseg - INFO - Iter [115750/160000] lr: 3.971e-07, eta: 13:19:48, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2130, decode.loss_mask: 0.4601, decode.loss_dice: 0.7041, decode.d0.loss_cls: 1.9089, decode.d0.loss_mask: 0.5001, decode.d0.loss_dice: 0.8122, decode.d1.loss_cls: 0.2878, decode.d1.loss_mask: 0.4756, decode.d1.loss_dice: 0.7437, decode.d2.loss_cls: 0.2537, decode.d2.loss_mask: 0.4656, decode.d2.loss_dice: 0.7228, decode.d3.loss_cls: 0.2307, decode.d3.loss_mask: 0.4621, decode.d3.loss_dice: 0.7126, decode.d4.loss_cls: 0.2236, decode.d4.loss_mask: 0.4630, decode.d4.loss_dice: 0.7135, decode.d5.loss_cls: 0.2177, decode.d5.loss_mask: 0.4625, decode.d5.loss_dice: 0.7070, decode.d6.loss_cls: 0.2166, decode.d6.loss_mask: 0.4608, decode.d6.loss_dice: 0.7040, decode.d7.loss_cls: 0.2123, decode.d7.loss_mask: 0.4594, decode.d7.loss_dice: 0.7052, decode.d8.loss_cls: 0.2132, decode.d8.loss_mask: 0.4591, decode.d8.loss_dice: 0.7066, loss: 15.8772 2022-04-27 11:30:31,502 - mmseg - INFO - Iter [115800/160000] lr: 3.966e-07, eta: 13:18:54, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1888, decode.loss_mask: 0.4621, decode.loss_dice: 0.7001, decode.d0.loss_cls: 1.8224, decode.d0.loss_mask: 0.5041, decode.d0.loss_dice: 0.7969, decode.d1.loss_cls: 0.2694, decode.d1.loss_mask: 0.4798, decode.d1.loss_dice: 0.7374, decode.d2.loss_cls: 0.2219, decode.d2.loss_mask: 0.4718, decode.d2.loss_dice: 0.7155, decode.d3.loss_cls: 0.2125, decode.d3.loss_mask: 0.4660, decode.d3.loss_dice: 0.7069, decode.d4.loss_cls: 0.1954, decode.d4.loss_mask: 0.4667, decode.d4.loss_dice: 0.7062, decode.d5.loss_cls: 0.1945, decode.d5.loss_mask: 0.4654, decode.d5.loss_dice: 0.7079, decode.d6.loss_cls: 0.1922, decode.d6.loss_mask: 0.4634, decode.d6.loss_dice: 0.7012, decode.d7.loss_cls: 0.1856, decode.d7.loss_mask: 0.4639, decode.d7.loss_dice: 0.6997, decode.d8.loss_cls: 0.1894, decode.d8.loss_mask: 0.4625, decode.d8.loss_dice: 0.7003, loss: 15.5501 2022-04-27 11:31:27,088 - mmseg - INFO - Iter [115850/160000] lr: 3.962e-07, eta: 13:18:00, time: 1.112, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1846, decode.loss_mask: 0.4606, decode.loss_dice: 0.7001, decode.d0.loss_cls: 1.8192, decode.d0.loss_mask: 0.5081, decode.d0.loss_dice: 0.8054, decode.d1.loss_cls: 0.2767, decode.d1.loss_mask: 0.4753, decode.d1.loss_dice: 0.7419, decode.d2.loss_cls: 0.2224, decode.d2.loss_mask: 0.4675, decode.d2.loss_dice: 0.7227, decode.d3.loss_cls: 0.2017, decode.d3.loss_mask: 0.4640, decode.d3.loss_dice: 0.7079, decode.d4.loss_cls: 0.1970, decode.d4.loss_mask: 0.4618, decode.d4.loss_dice: 0.7073, decode.d5.loss_cls: 0.1890, decode.d5.loss_mask: 0.4617, decode.d5.loss_dice: 0.7084, decode.d6.loss_cls: 0.1901, decode.d6.loss_mask: 0.4625, decode.d6.loss_dice: 0.7022, decode.d7.loss_cls: 0.1851, decode.d7.loss_mask: 0.4608, decode.d7.loss_dice: 0.7027, decode.d8.loss_cls: 0.1860, decode.d8.loss_mask: 0.4593, decode.d8.loss_dice: 0.7053, loss: 15.5377 2022-04-27 11:32:21,996 - mmseg - INFO - Iter [115900/160000] lr: 3.958e-07, eta: 13:17:06, time: 1.098, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2176, decode.loss_mask: 0.4540, decode.loss_dice: 0.7023, decode.d0.loss_cls: 1.9100, decode.d0.loss_mask: 0.4982, decode.d0.loss_dice: 0.8116, decode.d1.loss_cls: 0.2982, decode.d1.loss_mask: 0.4688, decode.d1.loss_dice: 0.7478, decode.d2.loss_cls: 0.2583, decode.d2.loss_mask: 0.4633, decode.d2.loss_dice: 0.7271, decode.d3.loss_cls: 0.2451, decode.d3.loss_mask: 0.4566, decode.d3.loss_dice: 0.7088, decode.d4.loss_cls: 0.2347, decode.d4.loss_mask: 0.4542, decode.d4.loss_dice: 0.7121, decode.d5.loss_cls: 0.2271, decode.d5.loss_mask: 0.4548, decode.d5.loss_dice: 0.7066, decode.d6.loss_cls: 0.2275, decode.d6.loss_mask: 0.4540, decode.d6.loss_dice: 0.7027, decode.d7.loss_cls: 0.2257, decode.d7.loss_mask: 0.4532, decode.d7.loss_dice: 0.7025, decode.d8.loss_cls: 0.2202, decode.d8.loss_mask: 0.4549, decode.d8.loss_dice: 0.7056, loss: 15.9034 2022-04-27 11:33:17,621 - mmseg - INFO - Iter [115950/160000] lr: 3.953e-07, eta: 13:16:13, time: 1.112, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2071, decode.loss_mask: 0.4441, decode.loss_dice: 0.6963, decode.d0.loss_cls: 1.9303, decode.d0.loss_mask: 0.4897, decode.d0.loss_dice: 0.8147, decode.d1.loss_cls: 0.3104, decode.d1.loss_mask: 0.4594, decode.d1.loss_dice: 0.7418, decode.d2.loss_cls: 0.2623, decode.d2.loss_mask: 0.4539, decode.d2.loss_dice: 0.7205, decode.d3.loss_cls: 0.2342, decode.d3.loss_mask: 0.4473, decode.d3.loss_dice: 0.7037, decode.d4.loss_cls: 0.2233, decode.d4.loss_mask: 0.4470, decode.d4.loss_dice: 0.7091, decode.d5.loss_cls: 0.2182, decode.d5.loss_mask: 0.4463, decode.d5.loss_dice: 0.7022, decode.d6.loss_cls: 0.2188, decode.d6.loss_mask: 0.4447, decode.d6.loss_dice: 0.6912, decode.d7.loss_cls: 0.2099, decode.d7.loss_mask: 0.4454, decode.d7.loss_dice: 0.6953, decode.d8.loss_cls: 0.2145, decode.d8.loss_mask: 0.4436, decode.d8.loss_dice: 0.6961, loss: 15.7214 2022-04-27 11:34:12,676 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 11:34:12,677 - mmseg - INFO - Iter [116000/160000] lr: 3.949e-07, eta: 13:15:19, time: 1.101, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2068, decode.loss_mask: 0.4466, decode.loss_dice: 0.6933, decode.d0.loss_cls: 1.8579, decode.d0.loss_mask: 0.4898, decode.d0.loss_dice: 0.7957, decode.d1.loss_cls: 0.2939, decode.d1.loss_mask: 0.4623, decode.d1.loss_dice: 0.7335, decode.d2.loss_cls: 0.2519, decode.d2.loss_mask: 0.4521, decode.d2.loss_dice: 0.7148, decode.d3.loss_cls: 0.2271, decode.d3.loss_mask: 0.4499, decode.d3.loss_dice: 0.6996, decode.d4.loss_cls: 0.2204, decode.d4.loss_mask: 0.4509, decode.d4.loss_dice: 0.7035, decode.d5.loss_cls: 0.2130, decode.d5.loss_mask: 0.4497, decode.d5.loss_dice: 0.6983, decode.d6.loss_cls: 0.2117, decode.d6.loss_mask: 0.4480, decode.d6.loss_dice: 0.6922, decode.d7.loss_cls: 0.2124, decode.d7.loss_mask: 0.4473, decode.d7.loss_dice: 0.6958, decode.d8.loss_cls: 0.2118, decode.d8.loss_mask: 0.4468, decode.d8.loss_dice: 0.6934, loss: 15.5703 2022-04-27 11:35:07,019 - mmseg - INFO - Iter [116050/160000] lr: 3.944e-07, eta: 13:14:24, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2089, decode.loss_mask: 0.4641, decode.loss_dice: 0.7187, decode.d0.loss_cls: 1.8533, decode.d0.loss_mask: 0.5144, decode.d0.loss_dice: 0.8322, decode.d1.loss_cls: 0.2843, decode.d1.loss_mask: 0.4819, decode.d1.loss_dice: 0.7638, decode.d2.loss_cls: 0.2368, decode.d2.loss_mask: 0.4755, decode.d2.loss_dice: 0.7383, decode.d3.loss_cls: 0.2142, decode.d3.loss_mask: 0.4708, decode.d3.loss_dice: 0.7281, decode.d4.loss_cls: 0.2138, decode.d4.loss_mask: 0.4692, decode.d4.loss_dice: 0.7253, decode.d5.loss_cls: 0.2041, decode.d5.loss_mask: 0.4673, decode.d5.loss_dice: 0.7329, decode.d6.loss_cls: 0.2042, decode.d6.loss_mask: 0.4658, decode.d6.loss_dice: 0.7231, decode.d7.loss_cls: 0.2007, decode.d7.loss_mask: 0.4649, decode.d7.loss_dice: 0.7223, decode.d8.loss_cls: 0.2047, decode.d8.loss_mask: 0.4662, decode.d8.loss_dice: 0.7208, loss: 15.9708 2022-04-27 11:36:02,002 - mmseg - INFO - Iter [116100/160000] lr: 3.940e-07, eta: 13:13:30, time: 1.100, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2065, decode.loss_mask: 0.4477, decode.loss_dice: 0.7049, decode.d0.loss_cls: 1.8548, decode.d0.loss_mask: 0.4945, decode.d0.loss_dice: 0.8187, decode.d1.loss_cls: 0.2869, decode.d1.loss_mask: 0.4640, decode.d1.loss_dice: 0.7560, decode.d2.loss_cls: 0.2397, decode.d2.loss_mask: 0.4563, decode.d2.loss_dice: 0.7305, decode.d3.loss_cls: 0.2203, decode.d3.loss_mask: 0.4533, decode.d3.loss_dice: 0.7173, decode.d4.loss_cls: 0.2227, decode.d4.loss_mask: 0.4503, decode.d4.loss_dice: 0.7136, decode.d5.loss_cls: 0.2130, decode.d5.loss_mask: 0.4502, decode.d5.loss_dice: 0.7124, decode.d6.loss_cls: 0.2088, decode.d6.loss_mask: 0.4505, decode.d6.loss_dice: 0.7114, decode.d7.loss_cls: 0.2066, decode.d7.loss_mask: 0.4502, decode.d7.loss_dice: 0.7098, decode.d8.loss_cls: 0.2073, decode.d8.loss_mask: 0.4485, decode.d8.loss_dice: 0.7093, loss: 15.7157 2022-04-27 11:36:56,913 - mmseg - INFO - Iter [116150/160000] lr: 3.935e-07, eta: 13:12:37, time: 1.098, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2117, decode.loss_mask: 0.4435, decode.loss_dice: 0.7113, decode.d0.loss_cls: 1.9199, decode.d0.loss_mask: 0.4876, decode.d0.loss_dice: 0.8171, decode.d1.loss_cls: 0.3091, decode.d1.loss_mask: 0.4603, decode.d1.loss_dice: 0.7526, decode.d2.loss_cls: 0.2517, decode.d2.loss_mask: 0.4550, decode.d2.loss_dice: 0.7339, decode.d3.loss_cls: 0.2339, decode.d3.loss_mask: 0.4491, decode.d3.loss_dice: 0.7191, decode.d4.loss_cls: 0.2178, decode.d4.loss_mask: 0.4472, decode.d4.loss_dice: 0.7168, decode.d5.loss_cls: 0.2220, decode.d5.loss_mask: 0.4455, decode.d5.loss_dice: 0.7145, decode.d6.loss_cls: 0.2156, decode.d6.loss_mask: 0.4451, decode.d6.loss_dice: 0.7129, decode.d7.loss_cls: 0.2133, decode.d7.loss_mask: 0.4439, decode.d7.loss_dice: 0.7122, decode.d8.loss_cls: 0.2105, decode.d8.loss_mask: 0.4453, decode.d8.loss_dice: 0.7112, loss: 15.8297 2022-04-27 11:37:54,726 - mmseg - INFO - Iter [116200/160000] lr: 3.931e-07, eta: 13:11:44, time: 1.156, data_time: 0.065, memory: 64049, decode.loss_cls: 0.2238, decode.loss_mask: 0.4610, decode.loss_dice: 0.6937, decode.d0.loss_cls: 1.9152, decode.d0.loss_mask: 0.5119, decode.d0.loss_dice: 0.8052, decode.d1.loss_cls: 0.3061, decode.d1.loss_mask: 0.4771, decode.d1.loss_dice: 0.7368, decode.d2.loss_cls: 0.2522, decode.d2.loss_mask: 0.4694, decode.d2.loss_dice: 0.7200, decode.d3.loss_cls: 0.2473, decode.d3.loss_mask: 0.4650, decode.d3.loss_dice: 0.7056, decode.d4.loss_cls: 0.2369, decode.d4.loss_mask: 0.4648, decode.d4.loss_dice: 0.7038, decode.d5.loss_cls: 0.2322, decode.d5.loss_mask: 0.4628, decode.d5.loss_dice: 0.7014, decode.d6.loss_cls: 0.2320, decode.d6.loss_mask: 0.4595, decode.d6.loss_dice: 0.6959, decode.d7.loss_cls: 0.2239, decode.d7.loss_mask: 0.4593, decode.d7.loss_dice: 0.6958, decode.d8.loss_cls: 0.2188, decode.d8.loss_mask: 0.4617, decode.d8.loss_dice: 0.6975, loss: 15.9368 2022-04-27 11:38:49,084 - mmseg - INFO - Iter [116250/160000] lr: 3.926e-07, eta: 13:10:49, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2038, decode.loss_mask: 0.4321, decode.loss_dice: 0.7175, decode.d0.loss_cls: 1.9185, decode.d0.loss_mask: 0.4718, decode.d0.loss_dice: 0.8242, decode.d1.loss_cls: 0.2953, decode.d1.loss_mask: 0.4486, decode.d1.loss_dice: 0.7600, decode.d2.loss_cls: 0.2463, decode.d2.loss_mask: 0.4418, decode.d2.loss_dice: 0.7387, decode.d3.loss_cls: 0.2232, decode.d3.loss_mask: 0.4371, decode.d3.loss_dice: 0.7251, decode.d4.loss_cls: 0.2188, decode.d4.loss_mask: 0.4355, decode.d4.loss_dice: 0.7253, decode.d5.loss_cls: 0.2080, decode.d5.loss_mask: 0.4359, decode.d5.loss_dice: 0.7205, decode.d6.loss_cls: 0.2129, decode.d6.loss_mask: 0.4338, decode.d6.loss_dice: 0.7167, decode.d7.loss_cls: 0.2042, decode.d7.loss_mask: 0.4357, decode.d7.loss_dice: 0.7193, decode.d8.loss_cls: 0.2104, decode.d8.loss_mask: 0.4335, decode.d8.loss_dice: 0.7176, loss: 15.7122 2022-04-27 11:39:43,321 - mmseg - INFO - Iter [116300/160000] lr: 3.922e-07, eta: 13:09:55, time: 1.085, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2061, decode.loss_mask: 0.4324, decode.loss_dice: 0.7015, decode.d0.loss_cls: 1.8744, decode.d0.loss_mask: 0.4786, decode.d0.loss_dice: 0.8108, decode.d1.loss_cls: 0.2954, decode.d1.loss_mask: 0.4495, decode.d1.loss_dice: 0.7423, decode.d2.loss_cls: 0.2516, decode.d2.loss_mask: 0.4405, decode.d2.loss_dice: 0.7226, decode.d3.loss_cls: 0.2347, decode.d3.loss_mask: 0.4348, decode.d3.loss_dice: 0.7047, decode.d4.loss_cls: 0.2259, decode.d4.loss_mask: 0.4329, decode.d4.loss_dice: 0.7097, decode.d5.loss_cls: 0.2150, decode.d5.loss_mask: 0.4349, decode.d5.loss_dice: 0.7053, decode.d6.loss_cls: 0.2065, decode.d6.loss_mask: 0.4337, decode.d6.loss_dice: 0.7044, decode.d7.loss_cls: 0.2093, decode.d7.loss_mask: 0.4334, decode.d7.loss_dice: 0.7011, decode.d8.loss_cls: 0.2060, decode.d8.loss_mask: 0.4336, decode.d8.loss_dice: 0.7024, loss: 15.5342 2022-04-27 11:40:37,657 - mmseg - INFO - Iter [116350/160000] lr: 3.917e-07, eta: 13:09:01, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2053, decode.loss_mask: 0.4459, decode.loss_dice: 0.6901, decode.d0.loss_cls: 1.8812, decode.d0.loss_mask: 0.4866, decode.d0.loss_dice: 0.7886, decode.d1.loss_cls: 0.2779, decode.d1.loss_mask: 0.4592, decode.d1.loss_dice: 0.7227, decode.d2.loss_cls: 0.2329, decode.d2.loss_mask: 0.4547, decode.d2.loss_dice: 0.7110, decode.d3.loss_cls: 0.2202, decode.d3.loss_mask: 0.4517, decode.d3.loss_dice: 0.6982, decode.d4.loss_cls: 0.2215, decode.d4.loss_mask: 0.4498, decode.d4.loss_dice: 0.6965, decode.d5.loss_cls: 0.2095, decode.d5.loss_mask: 0.4493, decode.d5.loss_dice: 0.6908, decode.d6.loss_cls: 0.2068, decode.d6.loss_mask: 0.4459, decode.d6.loss_dice: 0.6913, decode.d7.loss_cls: 0.2062, decode.d7.loss_mask: 0.4449, decode.d7.loss_dice: 0.6904, decode.d8.loss_cls: 0.2024, decode.d8.loss_mask: 0.4455, decode.d8.loss_dice: 0.6868, loss: 15.4640 2022-04-27 11:41:30,969 - mmseg - INFO - Iter [116400/160000] lr: 3.913e-07, eta: 13:08:06, time: 1.066, data_time: 0.013, memory: 64049, decode.loss_cls: 0.2204, decode.loss_mask: 0.4636, decode.loss_dice: 0.7277, decode.d0.loss_cls: 1.8882, decode.d0.loss_mask: 0.5111, decode.d0.loss_dice: 0.8351, decode.d1.loss_cls: 0.3125, decode.d1.loss_mask: 0.4834, decode.d1.loss_dice: 0.7721, decode.d2.loss_cls: 0.2598, decode.d2.loss_mask: 0.4708, decode.d2.loss_dice: 0.7475, decode.d3.loss_cls: 0.2335, decode.d3.loss_mask: 0.4701, decode.d3.loss_dice: 0.7311, decode.d4.loss_cls: 0.2324, decode.d4.loss_mask: 0.4677, decode.d4.loss_dice: 0.7354, decode.d5.loss_cls: 0.2247, decode.d5.loss_mask: 0.4682, decode.d5.loss_dice: 0.7310, decode.d6.loss_cls: 0.2189, decode.d6.loss_mask: 0.4647, decode.d6.loss_dice: 0.7251, decode.d7.loss_cls: 0.2200, decode.d7.loss_mask: 0.4639, decode.d7.loss_dice: 0.7266, decode.d8.loss_cls: 0.2199, decode.d8.loss_mask: 0.4644, decode.d8.loss_dice: 0.7266, loss: 16.2165 2022-04-27 11:42:25,442 - mmseg - INFO - Iter [116450/160000] lr: 3.908e-07, eta: 13:07:12, time: 1.089, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2185, decode.loss_mask: 0.4308, decode.loss_dice: 0.6999, decode.d0.loss_cls: 1.9171, decode.d0.loss_mask: 0.4762, decode.d0.loss_dice: 0.8203, decode.d1.loss_cls: 0.3120, decode.d1.loss_mask: 0.4485, decode.d1.loss_dice: 0.7510, decode.d2.loss_cls: 0.2542, decode.d2.loss_mask: 0.4391, decode.d2.loss_dice: 0.7257, decode.d3.loss_cls: 0.2398, decode.d3.loss_mask: 0.4341, decode.d3.loss_dice: 0.7113, decode.d4.loss_cls: 0.2297, decode.d4.loss_mask: 0.4353, decode.d4.loss_dice: 0.7125, decode.d5.loss_cls: 0.2202, decode.d5.loss_mask: 0.4328, decode.d5.loss_dice: 0.7109, decode.d6.loss_cls: 0.2156, decode.d6.loss_mask: 0.4317, decode.d6.loss_dice: 0.7008, decode.d7.loss_cls: 0.2119, decode.d7.loss_mask: 0.4314, decode.d7.loss_dice: 0.7028, decode.d8.loss_cls: 0.2104, decode.d8.loss_mask: 0.4316, decode.d8.loss_dice: 0.7054, loss: 15.6617 2022-04-27 11:43:19,716 - mmseg - INFO - Iter [116500/160000] lr: 3.904e-07, eta: 13:06:18, time: 1.085, data_time: 0.017, memory: 64049, decode.loss_cls: 0.1983, decode.loss_mask: 0.4355, decode.loss_dice: 0.6846, decode.d0.loss_cls: 1.8697, decode.d0.loss_mask: 0.4744, decode.d0.loss_dice: 0.7787, decode.d1.loss_cls: 0.2777, decode.d1.loss_mask: 0.4493, decode.d1.loss_dice: 0.7184, decode.d2.loss_cls: 0.2292, decode.d2.loss_mask: 0.4425, decode.d2.loss_dice: 0.7041, decode.d3.loss_cls: 0.2065, decode.d3.loss_mask: 0.4393, decode.d3.loss_dice: 0.6920, decode.d4.loss_cls: 0.2005, decode.d4.loss_mask: 0.4378, decode.d4.loss_dice: 0.6902, decode.d5.loss_cls: 0.2031, decode.d5.loss_mask: 0.4361, decode.d5.loss_dice: 0.6893, decode.d6.loss_cls: 0.2018, decode.d6.loss_mask: 0.4358, decode.d6.loss_dice: 0.6820, decode.d7.loss_cls: 0.1972, decode.d7.loss_mask: 0.4359, decode.d7.loss_dice: 0.6870, decode.d8.loss_cls: 0.1968, decode.d8.loss_mask: 0.4351, decode.d8.loss_dice: 0.6853, loss: 15.2145 2022-04-27 11:44:14,423 - mmseg - INFO - Iter [116550/160000] lr: 3.899e-07, eta: 13:05:24, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1994, decode.loss_mask: 0.4395, decode.loss_dice: 0.7078, decode.d0.loss_cls: 1.8981, decode.d0.loss_mask: 0.4830, decode.d0.loss_dice: 0.8105, decode.d1.loss_cls: 0.2816, decode.d1.loss_mask: 0.4526, decode.d1.loss_dice: 0.7455, decode.d2.loss_cls: 0.2286, decode.d2.loss_mask: 0.4479, decode.d2.loss_dice: 0.7305, decode.d3.loss_cls: 0.2107, decode.d3.loss_mask: 0.4454, decode.d3.loss_dice: 0.7175, decode.d4.loss_cls: 0.2053, decode.d4.loss_mask: 0.4441, decode.d4.loss_dice: 0.7157, decode.d5.loss_cls: 0.2038, decode.d5.loss_mask: 0.4432, decode.d5.loss_dice: 0.7185, decode.d6.loss_cls: 0.2027, decode.d6.loss_mask: 0.4407, decode.d6.loss_dice: 0.7121, decode.d7.loss_cls: 0.1990, decode.d7.loss_mask: 0.4388, decode.d7.loss_dice: 0.7101, decode.d8.loss_cls: 0.1995, decode.d8.loss_mask: 0.4389, decode.d8.loss_dice: 0.7095, loss: 15.5803 2022-04-27 11:45:08,404 - mmseg - INFO - Iter [116600/160000] lr: 3.895e-07, eta: 13:04:30, time: 1.080, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2164, decode.loss_mask: 0.4446, decode.loss_dice: 0.7041, decode.d0.loss_cls: 1.8917, decode.d0.loss_mask: 0.4921, decode.d0.loss_dice: 0.8114, decode.d1.loss_cls: 0.3015, decode.d1.loss_mask: 0.4610, decode.d1.loss_dice: 0.7467, decode.d2.loss_cls: 0.2604, decode.d2.loss_mask: 0.4538, decode.d2.loss_dice: 0.7270, decode.d3.loss_cls: 0.2378, decode.d3.loss_mask: 0.4488, decode.d3.loss_dice: 0.7085, decode.d4.loss_cls: 0.2237, decode.d4.loss_mask: 0.4477, decode.d4.loss_dice: 0.7113, decode.d5.loss_cls: 0.2245, decode.d5.loss_mask: 0.4454, decode.d5.loss_dice: 0.7075, decode.d6.loss_cls: 0.2141, decode.d6.loss_mask: 0.4449, decode.d6.loss_dice: 0.7037, decode.d7.loss_cls: 0.2155, decode.d7.loss_mask: 0.4444, decode.d7.loss_dice: 0.7040, decode.d8.loss_cls: 0.2166, decode.d8.loss_mask: 0.4441, decode.d8.loss_dice: 0.7050, loss: 15.7582 2022-04-27 11:46:03,540 - mmseg - INFO - Iter [116650/160000] lr: 3.890e-07, eta: 13:03:36, time: 1.103, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1873, decode.loss_mask: 0.4569, decode.loss_dice: 0.6936, decode.d0.loss_cls: 1.8729, decode.d0.loss_mask: 0.5028, decode.d0.loss_dice: 0.8030, decode.d1.loss_cls: 0.2678, decode.d1.loss_mask: 0.4778, decode.d1.loss_dice: 0.7383, decode.d2.loss_cls: 0.2217, decode.d2.loss_mask: 0.4679, decode.d2.loss_dice: 0.7180, decode.d3.loss_cls: 0.2090, decode.d3.loss_mask: 0.4642, decode.d3.loss_dice: 0.7044, decode.d4.loss_cls: 0.1986, decode.d4.loss_mask: 0.4651, decode.d4.loss_dice: 0.7040, decode.d5.loss_cls: 0.1949, decode.d5.loss_mask: 0.4612, decode.d5.loss_dice: 0.6977, decode.d6.loss_cls: 0.1981, decode.d6.loss_mask: 0.4601, decode.d6.loss_dice: 0.6968, decode.d7.loss_cls: 0.1892, decode.d7.loss_mask: 0.4590, decode.d7.loss_dice: 0.6976, decode.d8.loss_cls: 0.1925, decode.d8.loss_mask: 0.4578, decode.d8.loss_dice: 0.6962, loss: 15.5545 2022-04-27 11:46:58,492 - mmseg - INFO - Iter [116700/160000] lr: 3.886e-07, eta: 13:02:42, time: 1.099, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1863, decode.loss_mask: 0.4349, decode.loss_dice: 0.6777, decode.d0.loss_cls: 1.8649, decode.d0.loss_mask: 0.4775, decode.d0.loss_dice: 0.7827, decode.d1.loss_cls: 0.2627, decode.d1.loss_mask: 0.4519, decode.d1.loss_dice: 0.7212, decode.d2.loss_cls: 0.2178, decode.d2.loss_mask: 0.4438, decode.d2.loss_dice: 0.7009, decode.d3.loss_cls: 0.1982, decode.d3.loss_mask: 0.4386, decode.d3.loss_dice: 0.6834, decode.d4.loss_cls: 0.1964, decode.d4.loss_mask: 0.4354, decode.d4.loss_dice: 0.6832, decode.d5.loss_cls: 0.1960, decode.d5.loss_mask: 0.4354, decode.d5.loss_dice: 0.6817, decode.d6.loss_cls: 0.1902, decode.d6.loss_mask: 0.4347, decode.d6.loss_dice: 0.6799, decode.d7.loss_cls: 0.1874, decode.d7.loss_mask: 0.4359, decode.d7.loss_dice: 0.6776, decode.d8.loss_cls: 0.1900, decode.d8.loss_mask: 0.4339, decode.d8.loss_dice: 0.6752, loss: 15.0752 2022-04-27 11:47:53,687 - mmseg - INFO - Iter [116750/160000] lr: 3.881e-07, eta: 13:01:48, time: 1.104, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2077, decode.loss_mask: 0.4517, decode.loss_dice: 0.7030, decode.d0.loss_cls: 1.9075, decode.d0.loss_mask: 0.4959, decode.d0.loss_dice: 0.8164, decode.d1.loss_cls: 0.3016, decode.d1.loss_mask: 0.4695, decode.d1.loss_dice: 0.7476, decode.d2.loss_cls: 0.2539, decode.d2.loss_mask: 0.4580, decode.d2.loss_dice: 0.7279, decode.d3.loss_cls: 0.2306, decode.d3.loss_mask: 0.4552, decode.d3.loss_dice: 0.7144, decode.d4.loss_cls: 0.2206, decode.d4.loss_mask: 0.4551, decode.d4.loss_dice: 0.7175, decode.d5.loss_cls: 0.2109, decode.d5.loss_mask: 0.4557, decode.d5.loss_dice: 0.7160, decode.d6.loss_cls: 0.2076, decode.d6.loss_mask: 0.4541, decode.d6.loss_dice: 0.7126, decode.d7.loss_cls: 0.2025, decode.d7.loss_mask: 0.4523, decode.d7.loss_dice: 0.7058, decode.d8.loss_cls: 0.2090, decode.d8.loss_mask: 0.4528, decode.d8.loss_dice: 0.7058, loss: 15.8191 2022-04-27 11:48:48,683 - mmseg - INFO - Iter [116800/160000] lr: 3.877e-07, eta: 13:00:54, time: 1.100, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1921, decode.loss_mask: 0.4501, decode.loss_dice: 0.7019, decode.d0.loss_cls: 1.8493, decode.d0.loss_mask: 0.4984, decode.d0.loss_dice: 0.8222, decode.d1.loss_cls: 0.2856, decode.d1.loss_mask: 0.4688, decode.d1.loss_dice: 0.7427, decode.d2.loss_cls: 0.2331, decode.d2.loss_mask: 0.4589, decode.d2.loss_dice: 0.7204, decode.d3.loss_cls: 0.2142, decode.d3.loss_mask: 0.4543, decode.d3.loss_dice: 0.7067, decode.d4.loss_cls: 0.2076, decode.d4.loss_mask: 0.4528, decode.d4.loss_dice: 0.7092, decode.d5.loss_cls: 0.2034, decode.d5.loss_mask: 0.4517, decode.d5.loss_dice: 0.7059, decode.d6.loss_cls: 0.1991, decode.d6.loss_mask: 0.4508, decode.d6.loss_dice: 0.7030, decode.d7.loss_cls: 0.1939, decode.d7.loss_mask: 0.4522, decode.d7.loss_dice: 0.7049, decode.d8.loss_cls: 0.1946, decode.d8.loss_mask: 0.4514, decode.d8.loss_dice: 0.7032, loss: 15.5825 2022-04-27 11:49:43,069 - mmseg - INFO - Iter [116850/160000] lr: 3.872e-07, eta: 13:00:00, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2413, decode.loss_mask: 0.4738, decode.loss_dice: 0.7335, decode.d0.loss_cls: 1.8914, decode.d0.loss_mask: 0.5185, decode.d0.loss_dice: 0.8415, decode.d1.loss_cls: 0.3158, decode.d1.loss_mask: 0.4930, decode.d1.loss_dice: 0.7749, decode.d2.loss_cls: 0.2762, decode.d2.loss_mask: 0.4845, decode.d2.loss_dice: 0.7541, decode.d3.loss_cls: 0.2515, decode.d3.loss_mask: 0.4782, decode.d3.loss_dice: 0.7405, decode.d4.loss_cls: 0.2530, decode.d4.loss_mask: 0.4763, decode.d4.loss_dice: 0.7390, decode.d5.loss_cls: 0.2492, decode.d5.loss_mask: 0.4759, decode.d5.loss_dice: 0.7402, decode.d6.loss_cls: 0.2485, decode.d6.loss_mask: 0.4727, decode.d6.loss_dice: 0.7342, decode.d7.loss_cls: 0.2387, decode.d7.loss_mask: 0.4738, decode.d7.loss_dice: 0.7335, decode.d8.loss_cls: 0.2422, decode.d8.loss_mask: 0.4726, decode.d8.loss_dice: 0.7332, loss: 16.5514 2022-04-27 11:50:37,371 - mmseg - INFO - Iter [116900/160000] lr: 3.868e-07, eta: 12:59:06, time: 1.084, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2126, decode.loss_mask: 0.4628, decode.loss_dice: 0.7141, decode.d0.loss_cls: 1.8736, decode.d0.loss_mask: 0.5077, decode.d0.loss_dice: 0.8199, decode.d1.loss_cls: 0.3013, decode.d1.loss_mask: 0.4785, decode.d1.loss_dice: 0.7596, decode.d2.loss_cls: 0.2616, decode.d2.loss_mask: 0.4707, decode.d2.loss_dice: 0.7350, decode.d3.loss_cls: 0.2342, decode.d3.loss_mask: 0.4627, decode.d3.loss_dice: 0.7190, decode.d4.loss_cls: 0.2206, decode.d4.loss_mask: 0.4652, decode.d4.loss_dice: 0.7236, decode.d5.loss_cls: 0.2160, decode.d5.loss_mask: 0.4657, decode.d5.loss_dice: 0.7228, decode.d6.loss_cls: 0.2128, decode.d6.loss_mask: 0.4639, decode.d6.loss_dice: 0.7179, decode.d7.loss_cls: 0.2136, decode.d7.loss_mask: 0.4632, decode.d7.loss_dice: 0.7157, decode.d8.loss_cls: 0.2080, decode.d8.loss_mask: 0.4639, decode.d8.loss_dice: 0.7211, loss: 16.0070 2022-04-27 11:51:32,028 - mmseg - INFO - Iter [116950/160000] lr: 3.863e-07, eta: 12:58:12, time: 1.095, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2120, decode.loss_mask: 0.4422, decode.loss_dice: 0.6960, decode.d0.loss_cls: 1.8666, decode.d0.loss_mask: 0.4875, decode.d0.loss_dice: 0.7995, decode.d1.loss_cls: 0.2915, decode.d1.loss_mask: 0.4582, decode.d1.loss_dice: 0.7346, decode.d2.loss_cls: 0.2452, decode.d2.loss_mask: 0.4475, decode.d2.loss_dice: 0.7076, decode.d3.loss_cls: 0.2249, decode.d3.loss_mask: 0.4473, decode.d3.loss_dice: 0.6989, decode.d4.loss_cls: 0.2122, decode.d4.loss_mask: 0.4438, decode.d4.loss_dice: 0.6979, decode.d5.loss_cls: 0.2135, decode.d5.loss_mask: 0.4435, decode.d5.loss_dice: 0.6946, decode.d6.loss_cls: 0.2087, decode.d6.loss_mask: 0.4429, decode.d6.loss_dice: 0.6885, decode.d7.loss_cls: 0.2036, decode.d7.loss_mask: 0.4440, decode.d7.loss_dice: 0.6909, decode.d8.loss_cls: 0.2099, decode.d8.loss_mask: 0.4428, decode.d8.loss_dice: 0.6911, loss: 15.4874 2022-04-27 11:52:25,946 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 11:52:26,053 - mmseg - INFO - Iter [117000/160000] lr: 3.859e-07, eta: 12:57:17, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2246, decode.loss_mask: 0.4594, decode.loss_dice: 0.7078, decode.d0.loss_cls: 1.9048, decode.d0.loss_mask: 0.5032, decode.d0.loss_dice: 0.8228, decode.d1.loss_cls: 0.3154, decode.d1.loss_mask: 0.4761, decode.d1.loss_dice: 0.7509, decode.d2.loss_cls: 0.2620, decode.d2.loss_mask: 0.4686, decode.d2.loss_dice: 0.7348, decode.d3.loss_cls: 0.2465, decode.d3.loss_mask: 0.4630, decode.d3.loss_dice: 0.7128, decode.d4.loss_cls: 0.2312, decode.d4.loss_mask: 0.4633, decode.d4.loss_dice: 0.7144, decode.d5.loss_cls: 0.2312, decode.d5.loss_mask: 0.4613, decode.d5.loss_dice: 0.7174, decode.d6.loss_cls: 0.2309, decode.d6.loss_mask: 0.4581, decode.d6.loss_dice: 0.7122, decode.d7.loss_cls: 0.2265, decode.d7.loss_mask: 0.4584, decode.d7.loss_dice: 0.7130, decode.d8.loss_cls: 0.2291, decode.d8.loss_mask: 0.4590, decode.d8.loss_dice: 0.7117, loss: 16.0703 2022-04-27 11:53:20,653 - mmseg - INFO - Iter [117050/160000] lr: 3.854e-07, eta: 12:56:23, time: 1.094, data_time: 0.017, memory: 64049, decode.loss_cls: 0.1946, decode.loss_mask: 0.4429, decode.loss_dice: 0.6845, decode.d0.loss_cls: 1.8627, decode.d0.loss_mask: 0.4874, decode.d0.loss_dice: 0.7981, decode.d1.loss_cls: 0.2691, decode.d1.loss_mask: 0.4604, decode.d1.loss_dice: 0.7306, decode.d2.loss_cls: 0.2254, decode.d2.loss_mask: 0.4533, decode.d2.loss_dice: 0.7061, decode.d3.loss_cls: 0.2062, decode.d3.loss_mask: 0.4485, decode.d3.loss_dice: 0.6958, decode.d4.loss_cls: 0.1992, decode.d4.loss_mask: 0.4480, decode.d4.loss_dice: 0.6953, decode.d5.loss_cls: 0.1940, decode.d5.loss_mask: 0.4468, decode.d5.loss_dice: 0.6923, decode.d6.loss_cls: 0.1912, decode.d6.loss_mask: 0.4450, decode.d6.loss_dice: 0.6902, decode.d7.loss_cls: 0.1876, decode.d7.loss_mask: 0.4443, decode.d7.loss_dice: 0.6870, decode.d8.loss_cls: 0.1867, decode.d8.loss_mask: 0.4443, decode.d8.loss_dice: 0.6885, loss: 15.3062 2022-04-27 11:54:15,194 - mmseg - INFO - Iter [117100/160000] lr: 3.850e-07, eta: 12:55:29, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2094, decode.loss_mask: 0.4568, decode.loss_dice: 0.7251, decode.d0.loss_cls: 1.8697, decode.d0.loss_mask: 0.5065, decode.d0.loss_dice: 0.8323, decode.d1.loss_cls: 0.2901, decode.d1.loss_mask: 0.4761, decode.d1.loss_dice: 0.7678, decode.d2.loss_cls: 0.2420, decode.d2.loss_mask: 0.4664, decode.d2.loss_dice: 0.7414, decode.d3.loss_cls: 0.2211, decode.d3.loss_mask: 0.4645, decode.d3.loss_dice: 0.7335, decode.d4.loss_cls: 0.2143, decode.d4.loss_mask: 0.4620, decode.d4.loss_dice: 0.7313, decode.d5.loss_cls: 0.2115, decode.d5.loss_mask: 0.4591, decode.d5.loss_dice: 0.7304, decode.d6.loss_cls: 0.2098, decode.d6.loss_mask: 0.4588, decode.d6.loss_dice: 0.7210, decode.d7.loss_cls: 0.2159, decode.d7.loss_mask: 0.4581, decode.d7.loss_dice: 0.7208, decode.d8.loss_cls: 0.2060, decode.d8.loss_mask: 0.4570, decode.d8.loss_dice: 0.7249, loss: 15.9837 2022-04-27 11:55:09,426 - mmseg - INFO - Iter [117150/160000] lr: 3.845e-07, eta: 12:54:35, time: 1.084, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2036, decode.loss_mask: 0.4464, decode.loss_dice: 0.6899, decode.d0.loss_cls: 1.8642, decode.d0.loss_mask: 0.4912, decode.d0.loss_dice: 0.7998, decode.d1.loss_cls: 0.2833, decode.d1.loss_mask: 0.4661, decode.d1.loss_dice: 0.7387, decode.d2.loss_cls: 0.2442, decode.d2.loss_mask: 0.4568, decode.d2.loss_dice: 0.7169, decode.d3.loss_cls: 0.2240, decode.d3.loss_mask: 0.4538, decode.d3.loss_dice: 0.7008, decode.d4.loss_cls: 0.2120, decode.d4.loss_mask: 0.4527, decode.d4.loss_dice: 0.7023, decode.d5.loss_cls: 0.2070, decode.d5.loss_mask: 0.4510, decode.d5.loss_dice: 0.6968, decode.d6.loss_cls: 0.2081, decode.d6.loss_mask: 0.4496, decode.d6.loss_dice: 0.6936, decode.d7.loss_cls: 0.2020, decode.d7.loss_mask: 0.4488, decode.d7.loss_dice: 0.6963, decode.d8.loss_cls: 0.2095, decode.d8.loss_mask: 0.4481, decode.d8.loss_dice: 0.6933, loss: 15.5508 2022-04-27 11:56:04,005 - mmseg - INFO - Iter [117200/160000] lr: 3.841e-07, eta: 12:53:41, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1955, decode.loss_mask: 0.4549, decode.loss_dice: 0.6940, decode.d0.loss_cls: 1.8743, decode.d0.loss_mask: 0.5011, decode.d0.loss_dice: 0.8046, decode.d1.loss_cls: 0.2809, decode.d1.loss_mask: 0.4744, decode.d1.loss_dice: 0.7343, decode.d2.loss_cls: 0.2310, decode.d2.loss_mask: 0.4665, decode.d2.loss_dice: 0.7225, decode.d3.loss_cls: 0.2128, decode.d3.loss_mask: 0.4609, decode.d3.loss_dice: 0.7064, decode.d4.loss_cls: 0.2017, decode.d4.loss_mask: 0.4595, decode.d4.loss_dice: 0.7069, decode.d5.loss_cls: 0.1973, decode.d5.loss_mask: 0.4587, decode.d5.loss_dice: 0.7030, decode.d6.loss_cls: 0.1942, decode.d6.loss_mask: 0.4559, decode.d6.loss_dice: 0.6962, decode.d7.loss_cls: 0.1917, decode.d7.loss_mask: 0.4569, decode.d7.loss_dice: 0.6985, decode.d8.loss_cls: 0.1936, decode.d8.loss_mask: 0.4553, decode.d8.loss_dice: 0.6929, loss: 15.5764 2022-04-27 11:56:57,467 - mmseg - INFO - Iter [117250/160000] lr: 3.836e-07, eta: 12:52:46, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2052, decode.loss_mask: 0.4543, decode.loss_dice: 0.7011, decode.d0.loss_cls: 1.8804, decode.d0.loss_mask: 0.4961, decode.d0.loss_dice: 0.8087, decode.d1.loss_cls: 0.2824, decode.d1.loss_mask: 0.4690, decode.d1.loss_dice: 0.7481, decode.d2.loss_cls: 0.2434, decode.d2.loss_mask: 0.4627, decode.d2.loss_dice: 0.7227, decode.d3.loss_cls: 0.2301, decode.d3.loss_mask: 0.4544, decode.d3.loss_dice: 0.7139, decode.d4.loss_cls: 0.2227, decode.d4.loss_mask: 0.4540, decode.d4.loss_dice: 0.7111, decode.d5.loss_cls: 0.2175, decode.d5.loss_mask: 0.4527, decode.d5.loss_dice: 0.7064, decode.d6.loss_cls: 0.2115, decode.d6.loss_mask: 0.4520, decode.d6.loss_dice: 0.7000, decode.d7.loss_cls: 0.2098, decode.d7.loss_mask: 0.4525, decode.d7.loss_dice: 0.7058, decode.d8.loss_cls: 0.2137, decode.d8.loss_mask: 0.4540, decode.d8.loss_dice: 0.7056, loss: 15.7419 2022-04-27 11:57:51,818 - mmseg - INFO - Iter [117300/160000] lr: 3.832e-07, eta: 12:51:52, time: 1.087, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2111, decode.loss_mask: 0.4263, decode.loss_dice: 0.6781, decode.d0.loss_cls: 1.8948, decode.d0.loss_mask: 0.4700, decode.d0.loss_dice: 0.7870, decode.d1.loss_cls: 0.2977, decode.d1.loss_mask: 0.4429, decode.d1.loss_dice: 0.7296, decode.d2.loss_cls: 0.2508, decode.d2.loss_mask: 0.4317, decode.d2.loss_dice: 0.7055, decode.d3.loss_cls: 0.2436, decode.d3.loss_mask: 0.4295, decode.d3.loss_dice: 0.6878, decode.d4.loss_cls: 0.2214, decode.d4.loss_mask: 0.4292, decode.d4.loss_dice: 0.6860, decode.d5.loss_cls: 0.2131, decode.d5.loss_mask: 0.4286, decode.d5.loss_dice: 0.6857, decode.d6.loss_cls: 0.2187, decode.d6.loss_mask: 0.4262, decode.d6.loss_dice: 0.6800, decode.d7.loss_cls: 0.2123, decode.d7.loss_mask: 0.4264, decode.d7.loss_dice: 0.6853, decode.d8.loss_cls: 0.2075, decode.d8.loss_mask: 0.4270, decode.d8.loss_dice: 0.6846, loss: 15.3185 2022-04-27 11:58:46,052 - mmseg - INFO - Iter [117350/160000] lr: 3.827e-07, eta: 12:50:58, time: 1.085, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2083, decode.loss_mask: 0.4449, decode.loss_dice: 0.6974, decode.d0.loss_cls: 1.8705, decode.d0.loss_mask: 0.4850, decode.d0.loss_dice: 0.8064, decode.d1.loss_cls: 0.2864, decode.d1.loss_mask: 0.4601, decode.d1.loss_dice: 0.7354, decode.d2.loss_cls: 0.2462, decode.d2.loss_mask: 0.4511, decode.d2.loss_dice: 0.7157, decode.d3.loss_cls: 0.2284, decode.d3.loss_mask: 0.4499, decode.d3.loss_dice: 0.7002, decode.d4.loss_cls: 0.2193, decode.d4.loss_mask: 0.4483, decode.d4.loss_dice: 0.7037, decode.d5.loss_cls: 0.2104, decode.d5.loss_mask: 0.4482, decode.d5.loss_dice: 0.7014, decode.d6.loss_cls: 0.2113, decode.d6.loss_mask: 0.4462, decode.d6.loss_dice: 0.6954, decode.d7.loss_cls: 0.2119, decode.d7.loss_mask: 0.4445, decode.d7.loss_dice: 0.6965, decode.d8.loss_cls: 0.2116, decode.d8.loss_mask: 0.4449, decode.d8.loss_dice: 0.6978, loss: 15.5773 2022-04-27 11:59:40,283 - mmseg - INFO - Iter [117400/160000] lr: 3.823e-07, eta: 12:50:04, time: 1.085, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2120, decode.loss_mask: 0.4634, decode.loss_dice: 0.7057, decode.d0.loss_cls: 1.8506, decode.d0.loss_mask: 0.5097, decode.d0.loss_dice: 0.8223, decode.d1.loss_cls: 0.2897, decode.d1.loss_mask: 0.4801, decode.d1.loss_dice: 0.7456, decode.d2.loss_cls: 0.2454, decode.d2.loss_mask: 0.4719, decode.d2.loss_dice: 0.7342, decode.d3.loss_cls: 0.2294, decode.d3.loss_mask: 0.4672, decode.d3.loss_dice: 0.7153, decode.d4.loss_cls: 0.2152, decode.d4.loss_mask: 0.4679, decode.d4.loss_dice: 0.7142, decode.d5.loss_cls: 0.2181, decode.d5.loss_mask: 0.4662, decode.d5.loss_dice: 0.7129, decode.d6.loss_cls: 0.2139, decode.d6.loss_mask: 0.4662, decode.d6.loss_dice: 0.7103, decode.d7.loss_cls: 0.2088, decode.d7.loss_mask: 0.4653, decode.d7.loss_dice: 0.7113, decode.d8.loss_cls: 0.2150, decode.d8.loss_mask: 0.4657, decode.d8.loss_dice: 0.7071, loss: 15.9005 2022-04-27 12:00:36,789 - mmseg - INFO - Iter [117450/160000] lr: 3.818e-07, eta: 12:49:10, time: 1.130, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1921, decode.loss_mask: 0.4562, decode.loss_dice: 0.7078, decode.d0.loss_cls: 1.8748, decode.d0.loss_mask: 0.5038, decode.d0.loss_dice: 0.8158, decode.d1.loss_cls: 0.2730, decode.d1.loss_mask: 0.4734, decode.d1.loss_dice: 0.7489, decode.d2.loss_cls: 0.2293, decode.d2.loss_mask: 0.4642, decode.d2.loss_dice: 0.7327, decode.d3.loss_cls: 0.2090, decode.d3.loss_mask: 0.4583, decode.d3.loss_dice: 0.7183, decode.d4.loss_cls: 0.2049, decode.d4.loss_mask: 0.4585, decode.d4.loss_dice: 0.7165, decode.d5.loss_cls: 0.1976, decode.d5.loss_mask: 0.4571, decode.d5.loss_dice: 0.7178, decode.d6.loss_cls: 0.1991, decode.d6.loss_mask: 0.4563, decode.d6.loss_dice: 0.7088, decode.d7.loss_cls: 0.1960, decode.d7.loss_mask: 0.4570, decode.d7.loss_dice: 0.7113, decode.d8.loss_cls: 0.1936, decode.d8.loss_mask: 0.4568, decode.d8.loss_dice: 0.7139, loss: 15.7026 2022-04-27 12:01:34,564 - mmseg - INFO - Iter [117500/160000] lr: 3.814e-07, eta: 12:48:17, time: 1.156, data_time: 0.067, memory: 64049, decode.loss_cls: 0.1876, decode.loss_mask: 0.4360, decode.loss_dice: 0.6847, decode.d0.loss_cls: 1.8529, decode.d0.loss_mask: 0.4757, decode.d0.loss_dice: 0.7858, decode.d1.loss_cls: 0.2739, decode.d1.loss_mask: 0.4511, decode.d1.loss_dice: 0.7222, decode.d2.loss_cls: 0.2353, decode.d2.loss_mask: 0.4432, decode.d2.loss_dice: 0.7056, decode.d3.loss_cls: 0.2169, decode.d3.loss_mask: 0.4400, decode.d3.loss_dice: 0.6868, decode.d4.loss_cls: 0.2056, decode.d4.loss_mask: 0.4371, decode.d4.loss_dice: 0.6885, decode.d5.loss_cls: 0.1939, decode.d5.loss_mask: 0.4366, decode.d5.loss_dice: 0.6878, decode.d6.loss_cls: 0.1877, decode.d6.loss_mask: 0.4366, decode.d6.loss_dice: 0.6838, decode.d7.loss_cls: 0.1891, decode.d7.loss_mask: 0.4349, decode.d7.loss_dice: 0.6826, decode.d8.loss_cls: 0.1851, decode.d8.loss_mask: 0.4344, decode.d8.loss_dice: 0.6858, loss: 15.1673 2022-04-27 12:02:28,969 - mmseg - INFO - Iter [117550/160000] lr: 3.809e-07, eta: 12:47:23, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2041, decode.loss_mask: 0.4418, decode.loss_dice: 0.6963, decode.d0.loss_cls: 1.8931, decode.d0.loss_mask: 0.4837, decode.d0.loss_dice: 0.8052, decode.d1.loss_cls: 0.2864, decode.d1.loss_mask: 0.4574, decode.d1.loss_dice: 0.7459, decode.d2.loss_cls: 0.2411, decode.d2.loss_mask: 0.4517, decode.d2.loss_dice: 0.7211, decode.d3.loss_cls: 0.2183, decode.d3.loss_mask: 0.4487, decode.d3.loss_dice: 0.7077, decode.d4.loss_cls: 0.2159, decode.d4.loss_mask: 0.4459, decode.d4.loss_dice: 0.7118, decode.d5.loss_cls: 0.2028, decode.d5.loss_mask: 0.4465, decode.d5.loss_dice: 0.7069, decode.d6.loss_cls: 0.2061, decode.d6.loss_mask: 0.4462, decode.d6.loss_dice: 0.7005, decode.d7.loss_cls: 0.1964, decode.d7.loss_mask: 0.4453, decode.d7.loss_dice: 0.7028, decode.d8.loss_cls: 0.1971, decode.d8.loss_mask: 0.4427, decode.d8.loss_dice: 0.6999, loss: 15.5694 2022-04-27 12:03:23,295 - mmseg - INFO - Iter [117600/160000] lr: 3.805e-07, eta: 12:46:29, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2040, decode.loss_mask: 0.4525, decode.loss_dice: 0.7320, decode.d0.loss_cls: 1.8492, decode.d0.loss_mask: 0.4945, decode.d0.loss_dice: 0.8372, decode.d1.loss_cls: 0.2908, decode.d1.loss_mask: 0.4721, decode.d1.loss_dice: 0.7658, decode.d2.loss_cls: 0.2424, decode.d2.loss_mask: 0.4623, decode.d2.loss_dice: 0.7492, decode.d3.loss_cls: 0.2205, decode.d3.loss_mask: 0.4574, decode.d3.loss_dice: 0.7377, decode.d4.loss_cls: 0.2059, decode.d4.loss_mask: 0.4549, decode.d4.loss_dice: 0.7369, decode.d5.loss_cls: 0.2054, decode.d5.loss_mask: 0.4562, decode.d5.loss_dice: 0.7356, decode.d6.loss_cls: 0.1999, decode.d6.loss_mask: 0.4530, decode.d6.loss_dice: 0.7309, decode.d7.loss_cls: 0.1995, decode.d7.loss_mask: 0.4516, decode.d7.loss_dice: 0.7303, decode.d8.loss_cls: 0.1993, decode.d8.loss_mask: 0.4523, decode.d8.loss_dice: 0.7280, loss: 15.9074 2022-04-27 12:04:17,428 - mmseg - INFO - Iter [117650/160000] lr: 3.800e-07, eta: 12:45:35, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1942, decode.loss_mask: 0.4393, decode.loss_dice: 0.6880, decode.d0.loss_cls: 1.8679, decode.d0.loss_mask: 0.4828, decode.d0.loss_dice: 0.7869, decode.d1.loss_cls: 0.2844, decode.d1.loss_mask: 0.4556, decode.d1.loss_dice: 0.7319, decode.d2.loss_cls: 0.2407, decode.d2.loss_mask: 0.4469, decode.d2.loss_dice: 0.7085, decode.d3.loss_cls: 0.2139, decode.d3.loss_mask: 0.4413, decode.d3.loss_dice: 0.6912, decode.d4.loss_cls: 0.2081, decode.d4.loss_mask: 0.4415, decode.d4.loss_dice: 0.6943, decode.d5.loss_cls: 0.2002, decode.d5.loss_mask: 0.4405, decode.d5.loss_dice: 0.6906, decode.d6.loss_cls: 0.1966, decode.d6.loss_mask: 0.4397, decode.d6.loss_dice: 0.6889, decode.d7.loss_cls: 0.1928, decode.d7.loss_mask: 0.4391, decode.d7.loss_dice: 0.6918, decode.d8.loss_cls: 0.1839, decode.d8.loss_mask: 0.4393, decode.d8.loss_dice: 0.6881, loss: 15.3091 2022-04-27 12:05:12,538 - mmseg - INFO - Iter [117700/160000] lr: 3.796e-07, eta: 12:44:41, time: 1.102, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2097, decode.loss_mask: 0.4424, decode.loss_dice: 0.7108, decode.d0.loss_cls: 1.8802, decode.d0.loss_mask: 0.4850, decode.d0.loss_dice: 0.8140, decode.d1.loss_cls: 0.3054, decode.d1.loss_mask: 0.4590, decode.d1.loss_dice: 0.7431, decode.d2.loss_cls: 0.2600, decode.d2.loss_mask: 0.4505, decode.d2.loss_dice: 0.7260, decode.d3.loss_cls: 0.2418, decode.d3.loss_mask: 0.4449, decode.d3.loss_dice: 0.7167, decode.d4.loss_cls: 0.2300, decode.d4.loss_mask: 0.4439, decode.d4.loss_dice: 0.7181, decode.d5.loss_cls: 0.2267, decode.d5.loss_mask: 0.4435, decode.d5.loss_dice: 0.7131, decode.d6.loss_cls: 0.2190, decode.d6.loss_mask: 0.4431, decode.d6.loss_dice: 0.7103, decode.d7.loss_cls: 0.2127, decode.d7.loss_mask: 0.4422, decode.d7.loss_dice: 0.7122, decode.d8.loss_cls: 0.2139, decode.d8.loss_mask: 0.4437, decode.d8.loss_dice: 0.7107, loss: 15.7723 2022-04-27 12:06:06,485 - mmseg - INFO - Iter [117750/160000] lr: 3.791e-07, eta: 12:43:46, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2081, decode.loss_mask: 0.4486, decode.loss_dice: 0.7179, decode.d0.loss_cls: 1.8748, decode.d0.loss_mask: 0.4939, decode.d0.loss_dice: 0.8231, decode.d1.loss_cls: 0.2970, decode.d1.loss_mask: 0.4658, decode.d1.loss_dice: 0.7546, decode.d2.loss_cls: 0.2524, decode.d2.loss_mask: 0.4564, decode.d2.loss_dice: 0.7327, decode.d3.loss_cls: 0.2255, decode.d3.loss_mask: 0.4505, decode.d3.loss_dice: 0.7278, decode.d4.loss_cls: 0.2130, decode.d4.loss_mask: 0.4514, decode.d4.loss_dice: 0.7243, decode.d5.loss_cls: 0.2142, decode.d5.loss_mask: 0.4479, decode.d5.loss_dice: 0.7191, decode.d6.loss_cls: 0.2060, decode.d6.loss_mask: 0.4498, decode.d6.loss_dice: 0.7176, decode.d7.loss_cls: 0.2096, decode.d7.loss_mask: 0.4479, decode.d7.loss_dice: 0.7153, decode.d8.loss_cls: 0.2102, decode.d8.loss_mask: 0.4475, decode.d8.loss_dice: 0.7173, loss: 15.8202 2022-04-27 12:07:00,669 - mmseg - INFO - Iter [117800/160000] lr: 3.787e-07, eta: 12:42:52, time: 1.084, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1979, decode.loss_mask: 0.4385, decode.loss_dice: 0.7163, decode.d0.loss_cls: 1.9189, decode.d0.loss_mask: 0.4834, decode.d0.loss_dice: 0.8244, decode.d1.loss_cls: 0.2932, decode.d1.loss_mask: 0.4554, decode.d1.loss_dice: 0.7531, decode.d2.loss_cls: 0.2425, decode.d2.loss_mask: 0.4472, decode.d2.loss_dice: 0.7376, decode.d3.loss_cls: 0.2228, decode.d3.loss_mask: 0.4446, decode.d3.loss_dice: 0.7271, decode.d4.loss_cls: 0.2087, decode.d4.loss_mask: 0.4442, decode.d4.loss_dice: 0.7229, decode.d5.loss_cls: 0.2073, decode.d5.loss_mask: 0.4439, decode.d5.loss_dice: 0.7228, decode.d6.loss_cls: 0.2049, decode.d6.loss_mask: 0.4424, decode.d6.loss_dice: 0.7216, decode.d7.loss_cls: 0.2034, decode.d7.loss_mask: 0.4396, decode.d7.loss_dice: 0.7200, decode.d8.loss_cls: 0.1999, decode.d8.loss_mask: 0.4387, decode.d8.loss_dice: 0.7169, loss: 15.7402 2022-04-27 12:07:55,443 - mmseg - INFO - Iter [117850/160000] lr: 3.783e-07, eta: 12:41:58, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2068, decode.loss_mask: 0.4474, decode.loss_dice: 0.7013, decode.d0.loss_cls: 1.9298, decode.d0.loss_mask: 0.4918, decode.d0.loss_dice: 0.8060, decode.d1.loss_cls: 0.2889, decode.d1.loss_mask: 0.4636, decode.d1.loss_dice: 0.7413, decode.d2.loss_cls: 0.2448, decode.d2.loss_mask: 0.4556, decode.d2.loss_dice: 0.7254, decode.d3.loss_cls: 0.2270, decode.d3.loss_mask: 0.4514, decode.d3.loss_dice: 0.7078, decode.d4.loss_cls: 0.2271, decode.d4.loss_mask: 0.4489, decode.d4.loss_dice: 0.7070, decode.d5.loss_cls: 0.2192, decode.d5.loss_mask: 0.4484, decode.d5.loss_dice: 0.7063, decode.d6.loss_cls: 0.2152, decode.d6.loss_mask: 0.4453, decode.d6.loss_dice: 0.7023, decode.d7.loss_cls: 0.2095, decode.d7.loss_mask: 0.4459, decode.d7.loss_dice: 0.7020, decode.d8.loss_cls: 0.2086, decode.d8.loss_mask: 0.4458, decode.d8.loss_dice: 0.6997, loss: 15.7200 2022-04-27 12:08:49,766 - mmseg - INFO - Iter [117900/160000] lr: 3.778e-07, eta: 12:41:04, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1923, decode.loss_mask: 0.4433, decode.loss_dice: 0.6987, decode.d0.loss_cls: 1.9161, decode.d0.loss_mask: 0.4833, decode.d0.loss_dice: 0.8095, decode.d1.loss_cls: 0.2787, decode.d1.loss_mask: 0.4576, decode.d1.loss_dice: 0.7415, decode.d2.loss_cls: 0.2353, decode.d2.loss_mask: 0.4509, decode.d2.loss_dice: 0.7207, decode.d3.loss_cls: 0.2144, decode.d3.loss_mask: 0.4475, decode.d3.loss_dice: 0.7031, decode.d4.loss_cls: 0.2035, decode.d4.loss_mask: 0.4476, decode.d4.loss_dice: 0.7039, decode.d5.loss_cls: 0.1994, decode.d5.loss_mask: 0.4463, decode.d5.loss_dice: 0.7009, decode.d6.loss_cls: 0.1984, decode.d6.loss_mask: 0.4448, decode.d6.loss_dice: 0.6979, decode.d7.loss_cls: 0.1949, decode.d7.loss_mask: 0.4439, decode.d7.loss_dice: 0.7016, decode.d8.loss_cls: 0.1925, decode.d8.loss_mask: 0.4452, decode.d8.loss_dice: 0.7005, loss: 15.5141 2022-04-27 12:09:43,821 - mmseg - INFO - Iter [117950/160000] lr: 3.774e-07, eta: 12:40:10, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1910, decode.loss_mask: 0.4347, decode.loss_dice: 0.6916, decode.d0.loss_cls: 1.8336, decode.d0.loss_mask: 0.4825, decode.d0.loss_dice: 0.7970, decode.d1.loss_cls: 0.2638, decode.d1.loss_mask: 0.4530, decode.d1.loss_dice: 0.7368, decode.d2.loss_cls: 0.2254, decode.d2.loss_mask: 0.4432, decode.d2.loss_dice: 0.7099, decode.d3.loss_cls: 0.2072, decode.d3.loss_mask: 0.4404, decode.d3.loss_dice: 0.6994, decode.d4.loss_cls: 0.1970, decode.d4.loss_mask: 0.4375, decode.d4.loss_dice: 0.6981, decode.d5.loss_cls: 0.1905, decode.d5.loss_mask: 0.4377, decode.d5.loss_dice: 0.6948, decode.d6.loss_cls: 0.1901, decode.d6.loss_mask: 0.4370, decode.d6.loss_dice: 0.6968, decode.d7.loss_cls: 0.1873, decode.d7.loss_mask: 0.4376, decode.d7.loss_dice: 0.6936, decode.d8.loss_cls: 0.1838, decode.d8.loss_mask: 0.4369, decode.d8.loss_dice: 0.6940, loss: 15.2219 2022-04-27 12:10:36,954 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 12:10:36,959 - mmseg - INFO - Iter [118000/160000] lr: 3.769e-07, eta: 12:39:15, time: 1.063, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1898, decode.loss_mask: 0.4298, decode.loss_dice: 0.6868, decode.d0.loss_cls: 1.8586, decode.d0.loss_mask: 0.4762, decode.d0.loss_dice: 0.7910, decode.d1.loss_cls: 0.2645, decode.d1.loss_mask: 0.4479, decode.d1.loss_dice: 0.7270, decode.d2.loss_cls: 0.2230, decode.d2.loss_mask: 0.4388, decode.d2.loss_dice: 0.7102, decode.d3.loss_cls: 0.2059, decode.d3.loss_mask: 0.4360, decode.d3.loss_dice: 0.6958, decode.d4.loss_cls: 0.2019, decode.d4.loss_mask: 0.4340, decode.d4.loss_dice: 0.6943, decode.d5.loss_cls: 0.1940, decode.d5.loss_mask: 0.4354, decode.d5.loss_dice: 0.6941, decode.d6.loss_cls: 0.1881, decode.d6.loss_mask: 0.4333, decode.d6.loss_dice: 0.6928, decode.d7.loss_cls: 0.1963, decode.d7.loss_mask: 0.4306, decode.d7.loss_dice: 0.6887, decode.d8.loss_cls: 0.1911, decode.d8.loss_mask: 0.4315, decode.d8.loss_dice: 0.6893, loss: 15.1770 2022-04-27 12:11:31,110 - mmseg - INFO - Iter [118050/160000] lr: 3.765e-07, eta: 12:38:21, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1976, decode.loss_mask: 0.4616, decode.loss_dice: 0.7246, decode.d0.loss_cls: 1.8769, decode.d0.loss_mask: 0.5101, decode.d0.loss_dice: 0.8369, decode.d1.loss_cls: 0.2839, decode.d1.loss_mask: 0.4797, decode.d1.loss_dice: 0.7643, decode.d2.loss_cls: 0.2462, decode.d2.loss_mask: 0.4689, decode.d2.loss_dice: 0.7439, decode.d3.loss_cls: 0.2250, decode.d3.loss_mask: 0.4650, decode.d3.loss_dice: 0.7314, decode.d4.loss_cls: 0.2147, decode.d4.loss_mask: 0.4622, decode.d4.loss_dice: 0.7324, decode.d5.loss_cls: 0.2088, decode.d5.loss_mask: 0.4608, decode.d5.loss_dice: 0.7309, decode.d6.loss_cls: 0.2025, decode.d6.loss_mask: 0.4608, decode.d6.loss_dice: 0.7291, decode.d7.loss_cls: 0.1980, decode.d7.loss_mask: 0.4603, decode.d7.loss_dice: 0.7297, decode.d8.loss_cls: 0.1982, decode.d8.loss_mask: 0.4612, decode.d8.loss_dice: 0.7243, loss: 15.9899 2022-04-27 12:12:26,061 - mmseg - INFO - Iter [118100/160000] lr: 3.760e-07, eta: 12:37:27, time: 1.099, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2125, decode.loss_mask: 0.4584, decode.loss_dice: 0.7262, decode.d0.loss_cls: 1.8837, decode.d0.loss_mask: 0.5005, decode.d0.loss_dice: 0.8255, decode.d1.loss_cls: 0.2972, decode.d1.loss_mask: 0.4785, decode.d1.loss_dice: 0.7679, decode.d2.loss_cls: 0.2590, decode.d2.loss_mask: 0.4661, decode.d2.loss_dice: 0.7447, decode.d3.loss_cls: 0.2382, decode.d3.loss_mask: 0.4616, decode.d3.loss_dice: 0.7306, decode.d4.loss_cls: 0.2260, decode.d4.loss_mask: 0.4617, decode.d4.loss_dice: 0.7268, decode.d5.loss_cls: 0.2226, decode.d5.loss_mask: 0.4625, decode.d5.loss_dice: 0.7310, decode.d6.loss_cls: 0.2126, decode.d6.loss_mask: 0.4604, decode.d6.loss_dice: 0.7256, decode.d7.loss_cls: 0.2181, decode.d7.loss_mask: 0.4603, decode.d7.loss_dice: 0.7219, decode.d8.loss_cls: 0.2094, decode.d8.loss_mask: 0.4578, decode.d8.loss_dice: 0.7212, loss: 16.0684 2022-04-27 12:13:21,279 - mmseg - INFO - Iter [118150/160000] lr: 3.756e-07, eta: 12:36:33, time: 1.104, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2188, decode.loss_mask: 0.4659, decode.loss_dice: 0.7269, decode.d0.loss_cls: 1.8950, decode.d0.loss_mask: 0.5101, decode.d0.loss_dice: 0.8355, decode.d1.loss_cls: 0.2993, decode.d1.loss_mask: 0.4818, decode.d1.loss_dice: 0.7669, decode.d2.loss_cls: 0.2560, decode.d2.loss_mask: 0.4696, decode.d2.loss_dice: 0.7426, decode.d3.loss_cls: 0.2341, decode.d3.loss_mask: 0.4667, decode.d3.loss_dice: 0.7343, decode.d4.loss_cls: 0.2270, decode.d4.loss_mask: 0.4664, decode.d4.loss_dice: 0.7279, decode.d5.loss_cls: 0.2202, decode.d5.loss_mask: 0.4665, decode.d5.loss_dice: 0.7263, decode.d6.loss_cls: 0.2132, decode.d6.loss_mask: 0.4662, decode.d6.loss_dice: 0.7282, decode.d7.loss_cls: 0.2212, decode.d7.loss_mask: 0.4662, decode.d7.loss_dice: 0.7269, decode.d8.loss_cls: 0.2133, decode.d8.loss_mask: 0.4664, decode.d8.loss_dice: 0.7288, loss: 16.1683 2022-04-27 12:14:15,837 - mmseg - INFO - Iter [118200/160000] lr: 3.751e-07, eta: 12:35:39, time: 1.091, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1974, decode.loss_mask: 0.4476, decode.loss_dice: 0.6842, decode.d0.loss_cls: 1.8482, decode.d0.loss_mask: 0.4996, decode.d0.loss_dice: 0.7821, decode.d1.loss_cls: 0.2844, decode.d1.loss_mask: 0.4673, decode.d1.loss_dice: 0.7249, decode.d2.loss_cls: 0.2438, decode.d2.loss_mask: 0.4556, decode.d2.loss_dice: 0.7042, decode.d3.loss_cls: 0.2303, decode.d3.loss_mask: 0.4525, decode.d3.loss_dice: 0.6904, decode.d4.loss_cls: 0.2173, decode.d4.loss_mask: 0.4530, decode.d4.loss_dice: 0.6914, decode.d5.loss_cls: 0.2062, decode.d5.loss_mask: 0.4502, decode.d5.loss_dice: 0.6886, decode.d6.loss_cls: 0.2027, decode.d6.loss_mask: 0.4493, decode.d6.loss_dice: 0.6807, decode.d7.loss_cls: 0.2021, decode.d7.loss_mask: 0.4478, decode.d7.loss_dice: 0.6814, decode.d8.loss_cls: 0.1959, decode.d8.loss_mask: 0.4472, decode.d8.loss_dice: 0.6845, loss: 15.4110 2022-04-27 12:15:10,715 - mmseg - INFO - Iter [118250/160000] lr: 3.747e-07, eta: 12:34:45, time: 1.098, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2080, decode.loss_mask: 0.4344, decode.loss_dice: 0.6939, decode.d0.loss_cls: 1.8730, decode.d0.loss_mask: 0.4759, decode.d0.loss_dice: 0.8065, decode.d1.loss_cls: 0.2874, decode.d1.loss_mask: 0.4517, decode.d1.loss_dice: 0.7343, decode.d2.loss_cls: 0.2334, decode.d2.loss_mask: 0.4433, decode.d2.loss_dice: 0.7227, decode.d3.loss_cls: 0.2246, decode.d3.loss_mask: 0.4391, decode.d3.loss_dice: 0.7039, decode.d4.loss_cls: 0.2211, decode.d4.loss_mask: 0.4351, decode.d4.loss_dice: 0.7035, decode.d5.loss_cls: 0.2078, decode.d5.loss_mask: 0.4339, decode.d5.loss_dice: 0.7058, decode.d6.loss_cls: 0.2068, decode.d6.loss_mask: 0.4355, decode.d6.loss_dice: 0.6965, decode.d7.loss_cls: 0.2059, decode.d7.loss_mask: 0.4361, decode.d7.loss_dice: 0.7001, decode.d8.loss_cls: 0.2049, decode.d8.loss_mask: 0.4356, decode.d8.loss_dice: 0.6963, loss: 15.4568 2022-04-27 12:16:04,268 - mmseg - INFO - Iter [118300/160000] lr: 3.742e-07, eta: 12:33:50, time: 1.071, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2279, decode.loss_mask: 0.4443, decode.loss_dice: 0.7102, decode.d0.loss_cls: 1.8784, decode.d0.loss_mask: 0.4964, decode.d0.loss_dice: 0.8233, decode.d1.loss_cls: 0.3116, decode.d1.loss_mask: 0.4655, decode.d1.loss_dice: 0.7589, decode.d2.loss_cls: 0.2674, decode.d2.loss_mask: 0.4562, decode.d2.loss_dice: 0.7318, decode.d3.loss_cls: 0.2512, decode.d3.loss_mask: 0.4504, decode.d3.loss_dice: 0.7217, decode.d4.loss_cls: 0.2396, decode.d4.loss_mask: 0.4478, decode.d4.loss_dice: 0.7179, decode.d5.loss_cls: 0.2311, decode.d5.loss_mask: 0.4461, decode.d5.loss_dice: 0.7154, decode.d6.loss_cls: 0.2290, decode.d6.loss_mask: 0.4456, decode.d6.loss_dice: 0.7118, decode.d7.loss_cls: 0.2278, decode.d7.loss_mask: 0.4449, decode.d7.loss_dice: 0.7169, decode.d8.loss_cls: 0.2248, decode.d8.loss_mask: 0.4440, decode.d8.loss_dice: 0.7137, loss: 15.9517 2022-04-27 12:16:58,550 - mmseg - INFO - Iter [118350/160000] lr: 3.738e-07, eta: 12:32:56, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1991, decode.loss_mask: 0.4339, decode.loss_dice: 0.6851, decode.d0.loss_cls: 1.8583, decode.d0.loss_mask: 0.4729, decode.d0.loss_dice: 0.7899, decode.d1.loss_cls: 0.2765, decode.d1.loss_mask: 0.4503, decode.d1.loss_dice: 0.7263, decode.d2.loss_cls: 0.2364, decode.d2.loss_mask: 0.4418, decode.d2.loss_dice: 0.7015, decode.d3.loss_cls: 0.2193, decode.d3.loss_mask: 0.4391, decode.d3.loss_dice: 0.6906, decode.d4.loss_cls: 0.2078, decode.d4.loss_mask: 0.4362, decode.d4.loss_dice: 0.6898, decode.d5.loss_cls: 0.2069, decode.d5.loss_mask: 0.4346, decode.d5.loss_dice: 0.6898, decode.d6.loss_cls: 0.2031, decode.d6.loss_mask: 0.4342, decode.d6.loss_dice: 0.6839, decode.d7.loss_cls: 0.1951, decode.d7.loss_mask: 0.4342, decode.d7.loss_dice: 0.6841, decode.d8.loss_cls: 0.1973, decode.d8.loss_mask: 0.4328, decode.d8.loss_dice: 0.6815, loss: 15.2325 2022-04-27 12:17:53,490 - mmseg - INFO - Iter [118400/160000] lr: 3.733e-07, eta: 12:32:02, time: 1.099, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1923, decode.loss_mask: 0.4551, decode.loss_dice: 0.6999, decode.d0.loss_cls: 1.8844, decode.d0.loss_mask: 0.5065, decode.d0.loss_dice: 0.8125, decode.d1.loss_cls: 0.2767, decode.d1.loss_mask: 0.4722, decode.d1.loss_dice: 0.7397, decode.d2.loss_cls: 0.2241, decode.d2.loss_mask: 0.4655, decode.d2.loss_dice: 0.7230, decode.d3.loss_cls: 0.2069, decode.d3.loss_mask: 0.4631, decode.d3.loss_dice: 0.7092, decode.d4.loss_cls: 0.2024, decode.d4.loss_mask: 0.4621, decode.d4.loss_dice: 0.7032, decode.d5.loss_cls: 0.1959, decode.d5.loss_mask: 0.4579, decode.d5.loss_dice: 0.7053, decode.d6.loss_cls: 0.1965, decode.d6.loss_mask: 0.4585, decode.d6.loss_dice: 0.7002, decode.d7.loss_cls: 0.1904, decode.d7.loss_mask: 0.4567, decode.d7.loss_dice: 0.7038, decode.d8.loss_cls: 0.1939, decode.d8.loss_mask: 0.4555, decode.d8.loss_dice: 0.7026, loss: 15.6161 2022-04-27 12:18:47,940 - mmseg - INFO - Iter [118450/160000] lr: 3.729e-07, eta: 12:31:08, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2182, decode.loss_mask: 0.4649, decode.loss_dice: 0.7304, decode.d0.loss_cls: 1.8676, decode.d0.loss_mask: 0.5106, decode.d0.loss_dice: 0.8373, decode.d1.loss_cls: 0.3098, decode.d1.loss_mask: 0.4831, decode.d1.loss_dice: 0.7738, decode.d2.loss_cls: 0.2643, decode.d2.loss_mask: 0.4761, decode.d2.loss_dice: 0.7554, decode.d3.loss_cls: 0.2361, decode.d3.loss_mask: 0.4672, decode.d3.loss_dice: 0.7379, decode.d4.loss_cls: 0.2323, decode.d4.loss_mask: 0.4658, decode.d4.loss_dice: 0.7365, decode.d5.loss_cls: 0.2279, decode.d5.loss_mask: 0.4671, decode.d5.loss_dice: 0.7341, decode.d6.loss_cls: 0.2283, decode.d6.loss_mask: 0.4663, decode.d6.loss_dice: 0.7341, decode.d7.loss_cls: 0.2216, decode.d7.loss_mask: 0.4648, decode.d7.loss_dice: 0.7314, decode.d8.loss_cls: 0.2236, decode.d8.loss_mask: 0.4645, decode.d8.loss_dice: 0.7299, loss: 16.2610 2022-04-27 12:19:42,205 - mmseg - INFO - Iter [118500/160000] lr: 3.724e-07, eta: 12:30:14, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2017, decode.loss_mask: 0.4502, decode.loss_dice: 0.6900, decode.d0.loss_cls: 1.8975, decode.d0.loss_mask: 0.4929, decode.d0.loss_dice: 0.7973, decode.d1.loss_cls: 0.2872, decode.d1.loss_mask: 0.4711, decode.d1.loss_dice: 0.7325, decode.d2.loss_cls: 0.2406, decode.d2.loss_mask: 0.4603, decode.d2.loss_dice: 0.7116, decode.d3.loss_cls: 0.2164, decode.d3.loss_mask: 0.4548, decode.d3.loss_dice: 0.6995, decode.d4.loss_cls: 0.2094, decode.d4.loss_mask: 0.4545, decode.d4.loss_dice: 0.6959, decode.d5.loss_cls: 0.2103, decode.d5.loss_mask: 0.4535, decode.d5.loss_dice: 0.6968, decode.d6.loss_cls: 0.1995, decode.d6.loss_mask: 0.4516, decode.d6.loss_dice: 0.6941, decode.d7.loss_cls: 0.1947, decode.d7.loss_mask: 0.4519, decode.d7.loss_dice: 0.6923, decode.d8.loss_cls: 0.1982, decode.d8.loss_mask: 0.4512, decode.d8.loss_dice: 0.6911, loss: 15.5487 2022-04-27 12:20:36,457 - mmseg - INFO - Iter [118550/160000] lr: 3.720e-07, eta: 12:29:19, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2257, decode.loss_mask: 0.4622, decode.loss_dice: 0.7050, decode.d0.loss_cls: 1.8239, decode.d0.loss_mask: 0.5137, decode.d0.loss_dice: 0.8124, decode.d1.loss_cls: 0.2963, decode.d1.loss_mask: 0.4856, decode.d1.loss_dice: 0.7540, decode.d2.loss_cls: 0.2529, decode.d2.loss_mask: 0.4710, decode.d2.loss_dice: 0.7331, decode.d3.loss_cls: 0.2391, decode.d3.loss_mask: 0.4680, decode.d3.loss_dice: 0.7165, decode.d4.loss_cls: 0.2364, decode.d4.loss_mask: 0.4665, decode.d4.loss_dice: 0.7162, decode.d5.loss_cls: 0.2318, decode.d5.loss_mask: 0.4621, decode.d5.loss_dice: 0.7091, decode.d6.loss_cls: 0.2229, decode.d6.loss_mask: 0.4632, decode.d6.loss_dice: 0.7064, decode.d7.loss_cls: 0.2188, decode.d7.loss_mask: 0.4629, decode.d7.loss_dice: 0.7120, decode.d8.loss_cls: 0.2208, decode.d8.loss_mask: 0.4637, decode.d8.loss_dice: 0.7081, loss: 15.9600 2022-04-27 12:21:31,356 - mmseg - INFO - Iter [118600/160000] lr: 3.715e-07, eta: 12:28:25, time: 1.098, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2094, decode.loss_mask: 0.4431, decode.loss_dice: 0.7261, decode.d0.loss_cls: 1.8889, decode.d0.loss_mask: 0.4849, decode.d0.loss_dice: 0.8327, decode.d1.loss_cls: 0.3078, decode.d1.loss_mask: 0.4586, decode.d1.loss_dice: 0.7641, decode.d2.loss_cls: 0.2591, decode.d2.loss_mask: 0.4479, decode.d2.loss_dice: 0.7453, decode.d3.loss_cls: 0.2364, decode.d3.loss_mask: 0.4460, decode.d3.loss_dice: 0.7275, decode.d4.loss_cls: 0.2289, decode.d4.loss_mask: 0.4451, decode.d4.loss_dice: 0.7293, decode.d5.loss_cls: 0.2228, decode.d5.loss_mask: 0.4445, decode.d5.loss_dice: 0.7327, decode.d6.loss_cls: 0.2231, decode.d6.loss_mask: 0.4446, decode.d6.loss_dice: 0.7271, decode.d7.loss_cls: 0.2123, decode.d7.loss_mask: 0.4436, decode.d7.loss_dice: 0.7268, decode.d8.loss_cls: 0.2142, decode.d8.loss_mask: 0.4445, decode.d8.loss_dice: 0.7296, loss: 15.9470 2022-04-27 12:22:25,079 - mmseg - INFO - Iter [118650/160000] lr: 3.711e-07, eta: 12:27:31, time: 1.074, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2071, decode.loss_mask: 0.4669, decode.loss_dice: 0.7298, decode.d0.loss_cls: 1.8870, decode.d0.loss_mask: 0.5174, decode.d0.loss_dice: 0.8436, decode.d1.loss_cls: 0.2956, decode.d1.loss_mask: 0.4849, decode.d1.loss_dice: 0.7721, decode.d2.loss_cls: 0.2506, decode.d2.loss_mask: 0.4724, decode.d2.loss_dice: 0.7496, decode.d3.loss_cls: 0.2348, decode.d3.loss_mask: 0.4693, decode.d3.loss_dice: 0.7322, decode.d4.loss_cls: 0.2269, decode.d4.loss_mask: 0.4688, decode.d4.loss_dice: 0.7333, decode.d5.loss_cls: 0.2182, decode.d5.loss_mask: 0.4690, decode.d5.loss_dice: 0.7303, decode.d6.loss_cls: 0.2136, decode.d6.loss_mask: 0.4686, decode.d6.loss_dice: 0.7280, decode.d7.loss_cls: 0.2075, decode.d7.loss_mask: 0.4681, decode.d7.loss_dice: 0.7282, decode.d8.loss_cls: 0.2071, decode.d8.loss_mask: 0.4661, decode.d8.loss_dice: 0.7291, loss: 16.1763 2022-04-27 12:23:20,524 - mmseg - INFO - Iter [118700/160000] lr: 3.706e-07, eta: 12:26:37, time: 1.108, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1932, decode.loss_mask: 0.4461, decode.loss_dice: 0.7026, decode.d0.loss_cls: 1.8697, decode.d0.loss_mask: 0.4886, decode.d0.loss_dice: 0.8018, decode.d1.loss_cls: 0.2742, decode.d1.loss_mask: 0.4633, decode.d1.loss_dice: 0.7409, decode.d2.loss_cls: 0.2313, decode.d2.loss_mask: 0.4547, decode.d2.loss_dice: 0.7242, decode.d3.loss_cls: 0.2137, decode.d3.loss_mask: 0.4516, decode.d3.loss_dice: 0.7032, decode.d4.loss_cls: 0.2030, decode.d4.loss_mask: 0.4501, decode.d4.loss_dice: 0.7067, decode.d5.loss_cls: 0.2021, decode.d5.loss_mask: 0.4479, decode.d5.loss_dice: 0.7049, decode.d6.loss_cls: 0.2000, decode.d6.loss_mask: 0.4481, decode.d6.loss_dice: 0.6984, decode.d7.loss_cls: 0.1958, decode.d7.loss_mask: 0.4467, decode.d7.loss_dice: 0.6998, decode.d8.loss_cls: 0.1942, decode.d8.loss_mask: 0.4463, decode.d8.loss_dice: 0.7007, loss: 15.5039 2022-04-27 12:24:18,647 - mmseg - INFO - Iter [118750/160000] lr: 3.702e-07, eta: 12:25:44, time: 1.164, data_time: 0.065, memory: 64049, decode.loss_cls: 0.1797, decode.loss_mask: 0.4228, decode.loss_dice: 0.6764, decode.d0.loss_cls: 1.8287, decode.d0.loss_mask: 0.4681, decode.d0.loss_dice: 0.7754, decode.d1.loss_cls: 0.2620, decode.d1.loss_mask: 0.4392, decode.d1.loss_dice: 0.7138, decode.d2.loss_cls: 0.2231, decode.d2.loss_mask: 0.4318, decode.d2.loss_dice: 0.6944, decode.d3.loss_cls: 0.2016, decode.d3.loss_mask: 0.4267, decode.d3.loss_dice: 0.6845, decode.d4.loss_cls: 0.1943, decode.d4.loss_mask: 0.4249, decode.d4.loss_dice: 0.6828, decode.d5.loss_cls: 0.1912, decode.d5.loss_mask: 0.4228, decode.d5.loss_dice: 0.6827, decode.d6.loss_cls: 0.1834, decode.d6.loss_mask: 0.4236, decode.d6.loss_dice: 0.6774, decode.d7.loss_cls: 0.1850, decode.d7.loss_mask: 0.4229, decode.d7.loss_dice: 0.6763, decode.d8.loss_cls: 0.1801, decode.d8.loss_mask: 0.4224, decode.d8.loss_dice: 0.6769, loss: 14.8748 2022-04-27 12:25:13,245 - mmseg - INFO - Iter [118800/160000] lr: 3.697e-07, eta: 12:24:50, time: 1.092, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1757, decode.loss_mask: 0.4432, decode.loss_dice: 0.6968, decode.d0.loss_cls: 1.8567, decode.d0.loss_mask: 0.4766, decode.d0.loss_dice: 0.7942, decode.d1.loss_cls: 0.2695, decode.d1.loss_mask: 0.4566, decode.d1.loss_dice: 0.7355, decode.d2.loss_cls: 0.2258, decode.d2.loss_mask: 0.4478, decode.d2.loss_dice: 0.7133, decode.d3.loss_cls: 0.1991, decode.d3.loss_mask: 0.4470, decode.d3.loss_dice: 0.6996, decode.d4.loss_cls: 0.1899, decode.d4.loss_mask: 0.4479, decode.d4.loss_dice: 0.7016, decode.d5.loss_cls: 0.1867, decode.d5.loss_mask: 0.4439, decode.d5.loss_dice: 0.6982, decode.d6.loss_cls: 0.1816, decode.d6.loss_mask: 0.4442, decode.d6.loss_dice: 0.6962, decode.d7.loss_cls: 0.1772, decode.d7.loss_mask: 0.4424, decode.d7.loss_dice: 0.6946, decode.d8.loss_cls: 0.1826, decode.d8.loss_mask: 0.4444, decode.d8.loss_dice: 0.6957, loss: 15.2644 2022-04-27 12:26:08,751 - mmseg - INFO - Iter [118850/160000] lr: 3.693e-07, eta: 12:23:56, time: 1.110, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2197, decode.loss_mask: 0.4389, decode.loss_dice: 0.7006, decode.d0.loss_cls: 1.8744, decode.d0.loss_mask: 0.4827, decode.d0.loss_dice: 0.8026, decode.d1.loss_cls: 0.2898, decode.d1.loss_mask: 0.4551, decode.d1.loss_dice: 0.7381, decode.d2.loss_cls: 0.2532, decode.d2.loss_mask: 0.4494, decode.d2.loss_dice: 0.7191, decode.d3.loss_cls: 0.2417, decode.d3.loss_mask: 0.4441, decode.d3.loss_dice: 0.7034, decode.d4.loss_cls: 0.2308, decode.d4.loss_mask: 0.4414, decode.d4.loss_dice: 0.7054, decode.d5.loss_cls: 0.2280, decode.d5.loss_mask: 0.4398, decode.d5.loss_dice: 0.7049, decode.d6.loss_cls: 0.2230, decode.d6.loss_mask: 0.4405, decode.d6.loss_dice: 0.7009, decode.d7.loss_cls: 0.2211, decode.d7.loss_mask: 0.4404, decode.d7.loss_dice: 0.7039, decode.d8.loss_cls: 0.2243, decode.d8.loss_mask: 0.4401, decode.d8.loss_dice: 0.7017, loss: 15.6592 2022-04-27 12:27:03,774 - mmseg - INFO - Iter [118900/160000] lr: 3.688e-07, eta: 12:23:02, time: 1.100, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2019, decode.loss_mask: 0.4363, decode.loss_dice: 0.7033, decode.d0.loss_cls: 1.9020, decode.d0.loss_mask: 0.4748, decode.d0.loss_dice: 0.8113, decode.d1.loss_cls: 0.2938, decode.d1.loss_mask: 0.4523, decode.d1.loss_dice: 0.7440, decode.d2.loss_cls: 0.2445, decode.d2.loss_mask: 0.4443, decode.d2.loss_dice: 0.7233, decode.d3.loss_cls: 0.2333, decode.d3.loss_mask: 0.4411, decode.d3.loss_dice: 0.7102, decode.d4.loss_cls: 0.2237, decode.d4.loss_mask: 0.4387, decode.d4.loss_dice: 0.7099, decode.d5.loss_cls: 0.2104, decode.d5.loss_mask: 0.4398, decode.d5.loss_dice: 0.7110, decode.d6.loss_cls: 0.2103, decode.d6.loss_mask: 0.4385, decode.d6.loss_dice: 0.7031, decode.d7.loss_cls: 0.2101, decode.d7.loss_mask: 0.4381, decode.d7.loss_dice: 0.7038, decode.d8.loss_cls: 0.2042, decode.d8.loss_mask: 0.4382, decode.d8.loss_dice: 0.7043, loss: 15.6005 2022-04-27 12:27:58,119 - mmseg - INFO - Iter [118950/160000] lr: 3.684e-07, eta: 12:22:08, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1924, decode.loss_mask: 0.4345, decode.loss_dice: 0.7153, decode.d0.loss_cls: 1.8829, decode.d0.loss_mask: 0.4796, decode.d0.loss_dice: 0.8159, decode.d1.loss_cls: 0.2801, decode.d1.loss_mask: 0.4534, decode.d1.loss_dice: 0.7572, decode.d2.loss_cls: 0.2327, decode.d2.loss_mask: 0.4429, decode.d2.loss_dice: 0.7377, decode.d3.loss_cls: 0.2127, decode.d3.loss_mask: 0.4396, decode.d3.loss_dice: 0.7214, decode.d4.loss_cls: 0.2123, decode.d4.loss_mask: 0.4379, decode.d4.loss_dice: 0.7258, decode.d5.loss_cls: 0.2032, decode.d5.loss_mask: 0.4365, decode.d5.loss_dice: 0.7221, decode.d6.loss_cls: 0.1943, decode.d6.loss_mask: 0.4376, decode.d6.loss_dice: 0.7178, decode.d7.loss_cls: 0.1878, decode.d7.loss_mask: 0.4367, decode.d7.loss_dice: 0.7151, decode.d8.loss_cls: 0.1905, decode.d8.loss_mask: 0.4353, decode.d8.loss_dice: 0.7188, loss: 15.5698 2022-04-27 12:28:52,394 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 12:28:52,395 - mmseg - INFO - Iter [119000/160000] lr: 3.679e-07, eta: 12:21:14, time: 1.085, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1912, decode.loss_mask: 0.4489, decode.loss_dice: 0.6951, decode.d0.loss_cls: 1.8750, decode.d0.loss_mask: 0.4918, decode.d0.loss_dice: 0.7936, decode.d1.loss_cls: 0.2637, decode.d1.loss_mask: 0.4673, decode.d1.loss_dice: 0.7390, decode.d2.loss_cls: 0.2250, decode.d2.loss_mask: 0.4588, decode.d2.loss_dice: 0.7171, decode.d3.loss_cls: 0.2066, decode.d3.loss_mask: 0.4528, decode.d3.loss_dice: 0.7073, decode.d4.loss_cls: 0.1994, decode.d4.loss_mask: 0.4518, decode.d4.loss_dice: 0.6993, decode.d5.loss_cls: 0.1937, decode.d5.loss_mask: 0.4524, decode.d5.loss_dice: 0.7005, decode.d6.loss_cls: 0.1917, decode.d6.loss_mask: 0.4511, decode.d6.loss_dice: 0.6934, decode.d7.loss_cls: 0.1935, decode.d7.loss_mask: 0.4500, decode.d7.loss_dice: 0.6949, decode.d8.loss_cls: 0.1918, decode.d8.loss_mask: 0.4496, decode.d8.loss_dice: 0.6972, loss: 15.4432 2022-04-27 12:29:47,090 - mmseg - INFO - Iter [119050/160000] lr: 3.675e-07, eta: 12:20:20, time: 1.094, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1798, decode.loss_mask: 0.4372, decode.loss_dice: 0.6985, decode.d0.loss_cls: 1.8960, decode.d0.loss_mask: 0.4847, decode.d0.loss_dice: 0.8005, decode.d1.loss_cls: 0.2632, decode.d1.loss_mask: 0.4557, decode.d1.loss_dice: 0.7395, decode.d2.loss_cls: 0.2283, decode.d2.loss_mask: 0.4451, decode.d2.loss_dice: 0.7186, decode.d3.loss_cls: 0.2026, decode.d3.loss_mask: 0.4413, decode.d3.loss_dice: 0.7057, decode.d4.loss_cls: 0.1954, decode.d4.loss_mask: 0.4404, decode.d4.loss_dice: 0.7071, decode.d5.loss_cls: 0.1891, decode.d5.loss_mask: 0.4404, decode.d5.loss_dice: 0.7034, decode.d6.loss_cls: 0.1837, decode.d6.loss_mask: 0.4369, decode.d6.loss_dice: 0.6953, decode.d7.loss_cls: 0.1776, decode.d7.loss_mask: 0.4371, decode.d7.loss_dice: 0.6989, decode.d8.loss_cls: 0.1794, decode.d8.loss_mask: 0.4367, decode.d8.loss_dice: 0.6981, loss: 15.3159 2022-04-27 12:30:42,389 - mmseg - INFO - Iter [119100/160000] lr: 3.670e-07, eta: 12:19:26, time: 1.106, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1875, decode.loss_mask: 0.4665, decode.loss_dice: 0.7021, decode.d0.loss_cls: 1.8454, decode.d0.loss_mask: 0.5091, decode.d0.loss_dice: 0.8021, decode.d1.loss_cls: 0.2654, decode.d1.loss_mask: 0.4827, decode.d1.loss_dice: 0.7422, decode.d2.loss_cls: 0.2201, decode.d2.loss_mask: 0.4756, decode.d2.loss_dice: 0.7206, decode.d3.loss_cls: 0.2074, decode.d3.loss_mask: 0.4719, decode.d3.loss_dice: 0.7070, decode.d4.loss_cls: 0.2011, decode.d4.loss_mask: 0.4697, decode.d4.loss_dice: 0.7054, decode.d5.loss_cls: 0.1897, decode.d5.loss_mask: 0.4687, decode.d5.loss_dice: 0.7040, decode.d6.loss_cls: 0.1860, decode.d6.loss_mask: 0.4681, decode.d6.loss_dice: 0.6998, decode.d7.loss_cls: 0.1905, decode.d7.loss_mask: 0.4663, decode.d7.loss_dice: 0.7040, decode.d8.loss_cls: 0.1856, decode.d8.loss_mask: 0.4652, decode.d8.loss_dice: 0.7031, loss: 15.6127 2022-04-27 12:31:37,062 - mmseg - INFO - Iter [119150/160000] lr: 3.666e-07, eta: 12:18:32, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1882, decode.loss_mask: 0.4282, decode.loss_dice: 0.6663, decode.d0.loss_cls: 1.8715, decode.d0.loss_mask: 0.4758, decode.d0.loss_dice: 0.7795, decode.d1.loss_cls: 0.2789, decode.d1.loss_mask: 0.4476, decode.d1.loss_dice: 0.7112, decode.d2.loss_cls: 0.2254, decode.d2.loss_mask: 0.4405, decode.d2.loss_dice: 0.6908, decode.d3.loss_cls: 0.2005, decode.d3.loss_mask: 0.4352, decode.d3.loss_dice: 0.6773, decode.d4.loss_cls: 0.1982, decode.d4.loss_mask: 0.4325, decode.d4.loss_dice: 0.6747, decode.d5.loss_cls: 0.1931, decode.d5.loss_mask: 0.4304, decode.d5.loss_dice: 0.6744, decode.d6.loss_cls: 0.1938, decode.d6.loss_mask: 0.4294, decode.d6.loss_dice: 0.6660, decode.d7.loss_cls: 0.1861, decode.d7.loss_mask: 0.4287, decode.d7.loss_dice: 0.6719, decode.d8.loss_cls: 0.1906, decode.d8.loss_mask: 0.4287, decode.d8.loss_dice: 0.6694, loss: 14.9847 2022-04-27 12:32:32,534 - mmseg - INFO - Iter [119200/160000] lr: 3.661e-07, eta: 12:17:38, time: 1.109, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1878, decode.loss_mask: 0.4287, decode.loss_dice: 0.6805, decode.d0.loss_cls: 1.8707, decode.d0.loss_mask: 0.4674, decode.d0.loss_dice: 0.7824, decode.d1.loss_cls: 0.2730, decode.d1.loss_mask: 0.4447, decode.d1.loss_dice: 0.7268, decode.d2.loss_cls: 0.2279, decode.d2.loss_mask: 0.4369, decode.d2.loss_dice: 0.7011, decode.d3.loss_cls: 0.2062, decode.d3.loss_mask: 0.4342, decode.d3.loss_dice: 0.6937, decode.d4.loss_cls: 0.1973, decode.d4.loss_mask: 0.4322, decode.d4.loss_dice: 0.6918, decode.d5.loss_cls: 0.1983, decode.d5.loss_mask: 0.4325, decode.d5.loss_dice: 0.6911, decode.d6.loss_cls: 0.1893, decode.d6.loss_mask: 0.4313, decode.d6.loss_dice: 0.6825, decode.d7.loss_cls: 0.1882, decode.d7.loss_mask: 0.4304, decode.d7.loss_dice: 0.6845, decode.d8.loss_cls: 0.1872, decode.d8.loss_mask: 0.4300, decode.d8.loss_dice: 0.6808, loss: 15.1095 2022-04-27 12:33:28,210 - mmseg - INFO - Iter [119250/160000] lr: 3.657e-07, eta: 12:16:44, time: 1.114, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2048, decode.loss_mask: 0.4451, decode.loss_dice: 0.7099, decode.d0.loss_cls: 1.9115, decode.d0.loss_mask: 0.4839, decode.d0.loss_dice: 0.8172, decode.d1.loss_cls: 0.2921, decode.d1.loss_mask: 0.4609, decode.d1.loss_dice: 0.7502, decode.d2.loss_cls: 0.2456, decode.d2.loss_mask: 0.4529, decode.d2.loss_dice: 0.7326, decode.d3.loss_cls: 0.2258, decode.d3.loss_mask: 0.4482, decode.d3.loss_dice: 0.7188, decode.d4.loss_cls: 0.2151, decode.d4.loss_mask: 0.4469, decode.d4.loss_dice: 0.7192, decode.d5.loss_cls: 0.2072, decode.d5.loss_mask: 0.4466, decode.d5.loss_dice: 0.7177, decode.d6.loss_cls: 0.2024, decode.d6.loss_mask: 0.4458, decode.d6.loss_dice: 0.7074, decode.d7.loss_cls: 0.2024, decode.d7.loss_mask: 0.4449, decode.d7.loss_dice: 0.7170, decode.d8.loss_cls: 0.2075, decode.d8.loss_mask: 0.4444, decode.d8.loss_dice: 0.7121, loss: 15.7360 2022-04-27 12:34:23,147 - mmseg - INFO - Iter [119300/160000] lr: 3.652e-07, eta: 12:15:50, time: 1.099, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2046, decode.loss_mask: 0.4392, decode.loss_dice: 0.6989, decode.d0.loss_cls: 1.8956, decode.d0.loss_mask: 0.4797, decode.d0.loss_dice: 0.8066, decode.d1.loss_cls: 0.2936, decode.d1.loss_mask: 0.4537, decode.d1.loss_dice: 0.7462, decode.d2.loss_cls: 0.2358, decode.d2.loss_mask: 0.4458, decode.d2.loss_dice: 0.7250, decode.d3.loss_cls: 0.2172, decode.d3.loss_mask: 0.4425, decode.d3.loss_dice: 0.7048, decode.d4.loss_cls: 0.2139, decode.d4.loss_mask: 0.4423, decode.d4.loss_dice: 0.7122, decode.d5.loss_cls: 0.2082, decode.d5.loss_mask: 0.4411, decode.d5.loss_dice: 0.7078, decode.d6.loss_cls: 0.2009, decode.d6.loss_mask: 0.4411, decode.d6.loss_dice: 0.6994, decode.d7.loss_cls: 0.2021, decode.d7.loss_mask: 0.4391, decode.d7.loss_dice: 0.6980, decode.d8.loss_cls: 0.2001, decode.d8.loss_mask: 0.4403, decode.d8.loss_dice: 0.7016, loss: 15.5372 2022-04-27 12:35:18,420 - mmseg - INFO - Iter [119350/160000] lr: 3.648e-07, eta: 12:14:57, time: 1.105, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1924, decode.loss_mask: 0.4376, decode.loss_dice: 0.6879, decode.d0.loss_cls: 1.8666, decode.d0.loss_mask: 0.4762, decode.d0.loss_dice: 0.7827, decode.d1.loss_cls: 0.2800, decode.d1.loss_mask: 0.4520, decode.d1.loss_dice: 0.7319, decode.d2.loss_cls: 0.2337, decode.d2.loss_mask: 0.4446, decode.d2.loss_dice: 0.7073, decode.d3.loss_cls: 0.2203, decode.d3.loss_mask: 0.4404, decode.d3.loss_dice: 0.6911, decode.d4.loss_cls: 0.2062, decode.d4.loss_mask: 0.4406, decode.d4.loss_dice: 0.6898, decode.d5.loss_cls: 0.2003, decode.d5.loss_mask: 0.4405, decode.d5.loss_dice: 0.6910, decode.d6.loss_cls: 0.2002, decode.d6.loss_mask: 0.4398, decode.d6.loss_dice: 0.6883, decode.d7.loss_cls: 0.1962, decode.d7.loss_mask: 0.4382, decode.d7.loss_dice: 0.6869, decode.d8.loss_cls: 0.1933, decode.d8.loss_mask: 0.4381, decode.d8.loss_dice: 0.6915, loss: 15.2858 2022-04-27 12:36:13,376 - mmseg - INFO - Iter [119400/160000] lr: 3.643e-07, eta: 12:14:03, time: 1.099, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2025, decode.loss_mask: 0.4447, decode.loss_dice: 0.7171, decode.d0.loss_cls: 1.8341, decode.d0.loss_mask: 0.4879, decode.d0.loss_dice: 0.8188, decode.d1.loss_cls: 0.2859, decode.d1.loss_mask: 0.4649, decode.d1.loss_dice: 0.7623, decode.d2.loss_cls: 0.2373, decode.d2.loss_mask: 0.4542, decode.d2.loss_dice: 0.7387, decode.d3.loss_cls: 0.2195, decode.d3.loss_mask: 0.4504, decode.d3.loss_dice: 0.7211, decode.d4.loss_cls: 0.2080, decode.d4.loss_mask: 0.4488, decode.d4.loss_dice: 0.7245, decode.d5.loss_cls: 0.2033, decode.d5.loss_mask: 0.4478, decode.d5.loss_dice: 0.7239, decode.d6.loss_cls: 0.2018, decode.d6.loss_mask: 0.4452, decode.d6.loss_dice: 0.7202, decode.d7.loss_cls: 0.2004, decode.d7.loss_mask: 0.4442, decode.d7.loss_dice: 0.7170, decode.d8.loss_cls: 0.1967, decode.d8.loss_mask: 0.4449, decode.d8.loss_dice: 0.7201, loss: 15.6863 2022-04-27 12:37:08,352 - mmseg - INFO - Iter [119450/160000] lr: 3.639e-07, eta: 12:13:09, time: 1.100, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2226, decode.loss_mask: 0.4570, decode.loss_dice: 0.7233, decode.d0.loss_cls: 1.9019, decode.d0.loss_mask: 0.5056, decode.d0.loss_dice: 0.8318, decode.d1.loss_cls: 0.3163, decode.d1.loss_mask: 0.4762, decode.d1.loss_dice: 0.7658, decode.d2.loss_cls: 0.2555, decode.d2.loss_mask: 0.4677, decode.d2.loss_dice: 0.7423, decode.d3.loss_cls: 0.2436, decode.d3.loss_mask: 0.4612, decode.d3.loss_dice: 0.7323, decode.d4.loss_cls: 0.2300, decode.d4.loss_mask: 0.4598, decode.d4.loss_dice: 0.7341, decode.d5.loss_cls: 0.2298, decode.d5.loss_mask: 0.4593, decode.d5.loss_dice: 0.7315, decode.d6.loss_cls: 0.2274, decode.d6.loss_mask: 0.4599, decode.d6.loss_dice: 0.7243, decode.d7.loss_cls: 0.2208, decode.d7.loss_mask: 0.4576, decode.d7.loss_dice: 0.7266, decode.d8.loss_cls: 0.2171, decode.d8.loss_mask: 0.4568, decode.d8.loss_dice: 0.7289, loss: 16.1669 2022-04-27 12:38:02,946 - mmseg - INFO - Iter [119500/160000] lr: 3.634e-07, eta: 12:12:14, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2098, decode.loss_mask: 0.4396, decode.loss_dice: 0.7061, decode.d0.loss_cls: 1.8947, decode.d0.loss_mask: 0.4782, decode.d0.loss_dice: 0.8095, decode.d1.loss_cls: 0.2873, decode.d1.loss_mask: 0.4539, decode.d1.loss_dice: 0.7449, decode.d2.loss_cls: 0.2570, decode.d2.loss_mask: 0.4444, decode.d2.loss_dice: 0.7275, decode.d3.loss_cls: 0.2342, decode.d3.loss_mask: 0.4401, decode.d3.loss_dice: 0.7097, decode.d4.loss_cls: 0.2218, decode.d4.loss_mask: 0.4391, decode.d4.loss_dice: 0.7091, decode.d5.loss_cls: 0.2205, decode.d5.loss_mask: 0.4411, decode.d5.loss_dice: 0.7110, decode.d6.loss_cls: 0.2181, decode.d6.loss_mask: 0.4396, decode.d6.loss_dice: 0.7047, decode.d7.loss_cls: 0.2147, decode.d7.loss_mask: 0.4387, decode.d7.loss_dice: 0.7060, decode.d8.loss_cls: 0.2146, decode.d8.loss_mask: 0.4391, decode.d8.loss_dice: 0.7055, loss: 15.6604 2022-04-27 12:38:58,245 - mmseg - INFO - Iter [119550/160000] lr: 3.630e-07, eta: 12:11:21, time: 1.106, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1903, decode.loss_mask: 0.4526, decode.loss_dice: 0.7076, decode.d0.loss_cls: 1.8989, decode.d0.loss_mask: 0.4986, decode.d0.loss_dice: 0.8136, decode.d1.loss_cls: 0.2774, decode.d1.loss_mask: 0.4680, decode.d1.loss_dice: 0.7453, decode.d2.loss_cls: 0.2311, decode.d2.loss_mask: 0.4603, decode.d2.loss_dice: 0.7244, decode.d3.loss_cls: 0.2107, decode.d3.loss_mask: 0.4564, decode.d3.loss_dice: 0.7139, decode.d4.loss_cls: 0.2031, decode.d4.loss_mask: 0.4553, decode.d4.loss_dice: 0.7138, decode.d5.loss_cls: 0.1989, decode.d5.loss_mask: 0.4547, decode.d5.loss_dice: 0.7114, decode.d6.loss_cls: 0.1998, decode.d6.loss_mask: 0.4538, decode.d6.loss_dice: 0.7069, decode.d7.loss_cls: 0.1940, decode.d7.loss_mask: 0.4540, decode.d7.loss_dice: 0.7073, decode.d8.loss_cls: 0.1899, decode.d8.loss_mask: 0.4525, decode.d8.loss_dice: 0.7063, loss: 15.6510 2022-04-27 12:39:53,908 - mmseg - INFO - Iter [119600/160000] lr: 3.625e-07, eta: 12:10:27, time: 1.113, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1954, decode.loss_mask: 0.4250, decode.loss_dice: 0.6866, decode.d0.loss_cls: 1.9357, decode.d0.loss_mask: 0.4691, decode.d0.loss_dice: 0.7960, decode.d1.loss_cls: 0.2891, decode.d1.loss_mask: 0.4419, decode.d1.loss_dice: 0.7289, decode.d2.loss_cls: 0.2337, decode.d2.loss_mask: 0.4357, decode.d2.loss_dice: 0.7113, decode.d3.loss_cls: 0.2087, decode.d3.loss_mask: 0.4294, decode.d3.loss_dice: 0.6981, decode.d4.loss_cls: 0.1965, decode.d4.loss_mask: 0.4303, decode.d4.loss_dice: 0.6979, decode.d5.loss_cls: 0.1887, decode.d5.loss_mask: 0.4274, decode.d5.loss_dice: 0.6946, decode.d6.loss_cls: 0.1991, decode.d6.loss_mask: 0.4264, decode.d6.loss_dice: 0.6849, decode.d7.loss_cls: 0.1930, decode.d7.loss_mask: 0.4252, decode.d7.loss_dice: 0.6876, decode.d8.loss_cls: 0.1907, decode.d8.loss_mask: 0.4262, decode.d8.loss_dice: 0.6887, loss: 15.2418 2022-04-27 12:40:48,532 - mmseg - INFO - Iter [119650/160000] lr: 3.621e-07, eta: 12:09:33, time: 1.093, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1956, decode.loss_mask: 0.4662, decode.loss_dice: 0.7151, decode.d0.loss_cls: 1.8599, decode.d0.loss_mask: 0.5091, decode.d0.loss_dice: 0.8161, decode.d1.loss_cls: 0.2678, decode.d1.loss_mask: 0.4834, decode.d1.loss_dice: 0.7575, decode.d2.loss_cls: 0.2364, decode.d2.loss_mask: 0.4733, decode.d2.loss_dice: 0.7410, decode.d3.loss_cls: 0.2187, decode.d3.loss_mask: 0.4695, decode.d3.loss_dice: 0.7235, decode.d4.loss_cls: 0.2104, decode.d4.loss_mask: 0.4689, decode.d4.loss_dice: 0.7213, decode.d5.loss_cls: 0.2056, decode.d5.loss_mask: 0.4672, decode.d5.loss_dice: 0.7220, decode.d6.loss_cls: 0.2018, decode.d6.loss_mask: 0.4661, decode.d6.loss_dice: 0.7151, decode.d7.loss_cls: 0.2032, decode.d7.loss_mask: 0.4649, decode.d7.loss_dice: 0.7136, decode.d8.loss_cls: 0.1958, decode.d8.loss_mask: 0.4669, decode.d8.loss_dice: 0.7170, loss: 15.8727 2022-04-27 12:41:43,705 - mmseg - INFO - Iter [119700/160000] lr: 3.617e-07, eta: 12:08:39, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2103, decode.loss_mask: 0.4387, decode.loss_dice: 0.7006, decode.d0.loss_cls: 1.8797, decode.d0.loss_mask: 0.4780, decode.d0.loss_dice: 0.8067, decode.d1.loss_cls: 0.2892, decode.d1.loss_mask: 0.4518, decode.d1.loss_dice: 0.7441, decode.d2.loss_cls: 0.2463, decode.d2.loss_mask: 0.4460, decode.d2.loss_dice: 0.7227, decode.d3.loss_cls: 0.2259, decode.d3.loss_mask: 0.4428, decode.d3.loss_dice: 0.7104, decode.d4.loss_cls: 0.2250, decode.d4.loss_mask: 0.4398, decode.d4.loss_dice: 0.7072, decode.d5.loss_cls: 0.2164, decode.d5.loss_mask: 0.4397, decode.d5.loss_dice: 0.7080, decode.d6.loss_cls: 0.2116, decode.d6.loss_mask: 0.4394, decode.d6.loss_dice: 0.7010, decode.d7.loss_cls: 0.2139, decode.d7.loss_mask: 0.4377, decode.d7.loss_dice: 0.7011, decode.d8.loss_cls: 0.2136, decode.d8.loss_mask: 0.4385, decode.d8.loss_dice: 0.7003, loss: 15.5860 2022-04-27 12:42:38,444 - mmseg - INFO - Iter [119750/160000] lr: 3.612e-07, eta: 12:07:45, time: 1.095, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2033, decode.loss_mask: 0.4404, decode.loss_dice: 0.6976, decode.d0.loss_cls: 1.8659, decode.d0.loss_mask: 0.4835, decode.d0.loss_dice: 0.8069, decode.d1.loss_cls: 0.2858, decode.d1.loss_mask: 0.4554, decode.d1.loss_dice: 0.7394, decode.d2.loss_cls: 0.2433, decode.d2.loss_mask: 0.4503, decode.d2.loss_dice: 0.7214, decode.d3.loss_cls: 0.2297, decode.d3.loss_mask: 0.4445, decode.d3.loss_dice: 0.7077, decode.d4.loss_cls: 0.2176, decode.d4.loss_mask: 0.4439, decode.d4.loss_dice: 0.7047, decode.d5.loss_cls: 0.2062, decode.d5.loss_mask: 0.4431, decode.d5.loss_dice: 0.7060, decode.d6.loss_cls: 0.2086, decode.d6.loss_mask: 0.4431, decode.d6.loss_dice: 0.7020, decode.d7.loss_cls: 0.2005, decode.d7.loss_mask: 0.4433, decode.d7.loss_dice: 0.7036, decode.d8.loss_cls: 0.1996, decode.d8.loss_mask: 0.4431, decode.d8.loss_dice: 0.7023, loss: 15.5427 2022-04-27 12:43:33,312 - mmseg - INFO - Iter [119800/160000] lr: 3.608e-07, eta: 12:06:51, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2006, decode.loss_mask: 0.4629, decode.loss_dice: 0.7042, decode.d0.loss_cls: 1.8963, decode.d0.loss_mask: 0.5067, decode.d0.loss_dice: 0.8064, decode.d1.loss_cls: 0.2911, decode.d1.loss_mask: 0.4796, decode.d1.loss_dice: 0.7523, decode.d2.loss_cls: 0.2385, decode.d2.loss_mask: 0.4706, decode.d2.loss_dice: 0.7295, decode.d3.loss_cls: 0.2237, decode.d3.loss_mask: 0.4678, decode.d3.loss_dice: 0.7143, decode.d4.loss_cls: 0.2100, decode.d4.loss_mask: 0.4654, decode.d4.loss_dice: 0.7145, decode.d5.loss_cls: 0.2038, decode.d5.loss_mask: 0.4653, decode.d5.loss_dice: 0.7127, decode.d6.loss_cls: 0.2065, decode.d6.loss_mask: 0.4637, decode.d6.loss_dice: 0.7083, decode.d7.loss_cls: 0.2023, decode.d7.loss_mask: 0.4634, decode.d7.loss_dice: 0.7064, decode.d8.loss_cls: 0.2029, decode.d8.loss_mask: 0.4633, decode.d8.loss_dice: 0.7062, loss: 15.8393 2022-04-27 12:44:28,200 - mmseg - INFO - Iter [119850/160000] lr: 3.603e-07, eta: 12:05:57, time: 1.098, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1937, decode.loss_mask: 0.4578, decode.loss_dice: 0.7043, decode.d0.loss_cls: 1.8524, decode.d0.loss_mask: 0.5044, decode.d0.loss_dice: 0.8052, decode.d1.loss_cls: 0.2851, decode.d1.loss_mask: 0.4731, decode.d1.loss_dice: 0.7410, decode.d2.loss_cls: 0.2350, decode.d2.loss_mask: 0.4669, decode.d2.loss_dice: 0.7249, decode.d3.loss_cls: 0.2218, decode.d3.loss_mask: 0.4631, decode.d3.loss_dice: 0.7131, decode.d4.loss_cls: 0.2062, decode.d4.loss_mask: 0.4597, decode.d4.loss_dice: 0.7116, decode.d5.loss_cls: 0.1989, decode.d5.loss_mask: 0.4581, decode.d5.loss_dice: 0.7078, decode.d6.loss_cls: 0.2031, decode.d6.loss_mask: 0.4577, decode.d6.loss_dice: 0.7061, decode.d7.loss_cls: 0.2023, decode.d7.loss_mask: 0.4578, decode.d7.loss_dice: 0.7037, decode.d8.loss_cls: 0.1970, decode.d8.loss_mask: 0.4575, decode.d8.loss_dice: 0.7020, loss: 15.6710 2022-04-27 12:45:22,521 - mmseg - INFO - Iter [119900/160000] lr: 3.599e-07, eta: 12:05:02, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2088, decode.loss_mask: 0.4600, decode.loss_dice: 0.7088, decode.d0.loss_cls: 1.8283, decode.d0.loss_mask: 0.5079, decode.d0.loss_dice: 0.8180, decode.d1.loss_cls: 0.2840, decode.d1.loss_mask: 0.4749, decode.d1.loss_dice: 0.7484, decode.d2.loss_cls: 0.2467, decode.d2.loss_mask: 0.4690, decode.d2.loss_dice: 0.7315, decode.d3.loss_cls: 0.2308, decode.d3.loss_mask: 0.4668, decode.d3.loss_dice: 0.7199, decode.d4.loss_cls: 0.2203, decode.d4.loss_mask: 0.4647, decode.d4.loss_dice: 0.7217, decode.d5.loss_cls: 0.2165, decode.d5.loss_mask: 0.4626, decode.d5.loss_dice: 0.7149, decode.d6.loss_cls: 0.2077, decode.d6.loss_mask: 0.4615, decode.d6.loss_dice: 0.7135, decode.d7.loss_cls: 0.2117, decode.d7.loss_mask: 0.4601, decode.d7.loss_dice: 0.7121, decode.d8.loss_cls: 0.2051, decode.d8.loss_mask: 0.4618, decode.d8.loss_dice: 0.7134, loss: 15.8514 2022-04-27 12:46:18,650 - mmseg - INFO - Iter [119950/160000] lr: 3.594e-07, eta: 12:04:09, time: 1.123, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1923, decode.loss_mask: 0.4511, decode.loss_dice: 0.6966, decode.d0.loss_cls: 1.8496, decode.d0.loss_mask: 0.4956, decode.d0.loss_dice: 0.8010, decode.d1.loss_cls: 0.2737, decode.d1.loss_mask: 0.4677, decode.d1.loss_dice: 0.7412, decode.d2.loss_cls: 0.2339, decode.d2.loss_mask: 0.4582, decode.d2.loss_dice: 0.7171, decode.d3.loss_cls: 0.2186, decode.d3.loss_mask: 0.4534, decode.d3.loss_dice: 0.7040, decode.d4.loss_cls: 0.2074, decode.d4.loss_mask: 0.4546, decode.d4.loss_dice: 0.7060, decode.d5.loss_cls: 0.2044, decode.d5.loss_mask: 0.4541, decode.d5.loss_dice: 0.7013, decode.d6.loss_cls: 0.2008, decode.d6.loss_mask: 0.4517, decode.d6.loss_dice: 0.6950, decode.d7.loss_cls: 0.1972, decode.d7.loss_mask: 0.4520, decode.d7.loss_dice: 0.6971, decode.d8.loss_cls: 0.1958, decode.d8.loss_mask: 0.4511, decode.d8.loss_dice: 0.6939, loss: 15.5161 2022-04-27 12:47:15,927 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 12:47:15,929 - mmseg - INFO - Iter [120000/160000] lr: 3.590e-07, eta: 12:03:16, time: 1.146, data_time: 0.065, memory: 64049, decode.loss_cls: 0.1915, decode.loss_mask: 0.4579, decode.loss_dice: 0.7043, decode.d0.loss_cls: 1.8707, decode.d0.loss_mask: 0.5011, decode.d0.loss_dice: 0.8018, decode.d1.loss_cls: 0.2605, decode.d1.loss_mask: 0.4734, decode.d1.loss_dice: 0.7474, decode.d2.loss_cls: 0.2213, decode.d2.loss_mask: 0.4648, decode.d2.loss_dice: 0.7274, decode.d3.loss_cls: 0.2037, decode.d3.loss_mask: 0.4605, decode.d3.loss_dice: 0.7109, decode.d4.loss_cls: 0.1999, decode.d4.loss_mask: 0.4600, decode.d4.loss_dice: 0.7113, decode.d5.loss_cls: 0.1896, decode.d5.loss_mask: 0.4606, decode.d5.loss_dice: 0.7077, decode.d6.loss_cls: 0.1960, decode.d6.loss_mask: 0.4581, decode.d6.loss_dice: 0.7038, decode.d7.loss_cls: 0.1899, decode.d7.loss_mask: 0.4573, decode.d7.loss_dice: 0.7044, decode.d8.loss_cls: 0.1915, decode.d8.loss_mask: 0.4574, decode.d8.loss_dice: 0.7058, loss: 15.5907 2022-04-27 12:48:11,250 - mmseg - INFO - Iter [120050/160000] lr: 3.585e-07, eta: 12:02:22, time: 1.106, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2013, decode.loss_mask: 0.4526, decode.loss_dice: 0.7056, decode.d0.loss_cls: 1.8669, decode.d0.loss_mask: 0.4988, decode.d0.loss_dice: 0.8218, decode.d1.loss_cls: 0.2838, decode.d1.loss_mask: 0.4653, decode.d1.loss_dice: 0.7540, decode.d2.loss_cls: 0.2415, decode.d2.loss_mask: 0.4594, decode.d2.loss_dice: 0.7268, decode.d3.loss_cls: 0.2215, decode.d3.loss_mask: 0.4563, decode.d3.loss_dice: 0.7150, decode.d4.loss_cls: 0.2150, decode.d4.loss_mask: 0.4562, decode.d4.loss_dice: 0.7082, decode.d5.loss_cls: 0.2114, decode.d5.loss_mask: 0.4538, decode.d5.loss_dice: 0.7135, decode.d6.loss_cls: 0.1990, decode.d6.loss_mask: 0.4548, decode.d6.loss_dice: 0.7083, decode.d7.loss_cls: 0.1996, decode.d7.loss_mask: 0.4537, decode.d7.loss_dice: 0.7072, decode.d8.loss_cls: 0.2014, decode.d8.loss_mask: 0.4528, decode.d8.loss_dice: 0.7046, loss: 15.7099 2022-04-27 12:49:06,513 - mmseg - INFO - Iter [120100/160000] lr: 3.581e-07, eta: 12:01:28, time: 1.105, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1989, decode.loss_mask: 0.4578, decode.loss_dice: 0.6992, decode.d0.loss_cls: 1.8668, decode.d0.loss_mask: 0.5018, decode.d0.loss_dice: 0.8053, decode.d1.loss_cls: 0.2821, decode.d1.loss_mask: 0.4752, decode.d1.loss_dice: 0.7426, decode.d2.loss_cls: 0.2470, decode.d2.loss_mask: 0.4644, decode.d2.loss_dice: 0.7205, decode.d3.loss_cls: 0.2281, decode.d3.loss_mask: 0.4599, decode.d3.loss_dice: 0.7111, decode.d4.loss_cls: 0.2128, decode.d4.loss_mask: 0.4596, decode.d4.loss_dice: 0.7103, decode.d5.loss_cls: 0.2069, decode.d5.loss_mask: 0.4585, decode.d5.loss_dice: 0.7113, decode.d6.loss_cls: 0.2092, decode.d6.loss_mask: 0.4539, decode.d6.loss_dice: 0.6979, decode.d7.loss_cls: 0.2001, decode.d7.loss_mask: 0.4580, decode.d7.loss_dice: 0.6995, decode.d8.loss_cls: 0.2003, decode.d8.loss_mask: 0.4569, decode.d8.loss_dice: 0.7010, loss: 15.6968 2022-04-27 12:50:00,215 - mmseg - INFO - Iter [120150/160000] lr: 3.576e-07, eta: 12:00:33, time: 1.074, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2080, decode.loss_mask: 0.4305, decode.loss_dice: 0.6902, decode.d0.loss_cls: 1.9176, decode.d0.loss_mask: 0.4727, decode.d0.loss_dice: 0.7956, decode.d1.loss_cls: 0.2787, decode.d1.loss_mask: 0.4475, decode.d1.loss_dice: 0.7325, decode.d2.loss_cls: 0.2452, decode.d2.loss_mask: 0.4403, decode.d2.loss_dice: 0.7089, decode.d3.loss_cls: 0.2146, decode.d3.loss_mask: 0.4368, decode.d3.loss_dice: 0.7010, decode.d4.loss_cls: 0.2094, decode.d4.loss_mask: 0.4366, decode.d4.loss_dice: 0.6989, decode.d5.loss_cls: 0.2068, decode.d5.loss_mask: 0.4345, decode.d5.loss_dice: 0.6977, decode.d6.loss_cls: 0.2096, decode.d6.loss_mask: 0.4328, decode.d6.loss_dice: 0.6920, decode.d7.loss_cls: 0.2005, decode.d7.loss_mask: 0.4313, decode.d7.loss_dice: 0.6928, decode.d8.loss_cls: 0.2025, decode.d8.loss_mask: 0.4317, decode.d8.loss_dice: 0.6911, loss: 15.3881 2022-04-27 12:50:54,511 - mmseg - INFO - Iter [120200/160000] lr: 3.572e-07, eta: 11:59:39, time: 1.086, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2088, decode.loss_mask: 0.4324, decode.loss_dice: 0.6940, decode.d0.loss_cls: 1.8919, decode.d0.loss_mask: 0.4765, decode.d0.loss_dice: 0.8045, decode.d1.loss_cls: 0.2980, decode.d1.loss_mask: 0.4488, decode.d1.loss_dice: 0.7370, decode.d2.loss_cls: 0.2533, decode.d2.loss_mask: 0.4430, decode.d2.loss_dice: 0.7216, decode.d3.loss_cls: 0.2316, decode.d3.loss_mask: 0.4383, decode.d3.loss_dice: 0.7045, decode.d4.loss_cls: 0.2239, decode.d4.loss_mask: 0.4372, decode.d4.loss_dice: 0.7036, decode.d5.loss_cls: 0.2171, decode.d5.loss_mask: 0.4351, decode.d5.loss_dice: 0.7006, decode.d6.loss_cls: 0.2095, decode.d6.loss_mask: 0.4356, decode.d6.loss_dice: 0.6957, decode.d7.loss_cls: 0.2120, decode.d7.loss_mask: 0.4336, decode.d7.loss_dice: 0.6989, decode.d8.loss_cls: 0.2097, decode.d8.loss_mask: 0.4342, decode.d8.loss_dice: 0.6931, loss: 15.5237 2022-04-27 12:51:47,784 - mmseg - INFO - Iter [120250/160000] lr: 3.567e-07, eta: 11:58:45, time: 1.065, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1937, decode.loss_mask: 0.4553, decode.loss_dice: 0.7135, decode.d0.loss_cls: 1.9090, decode.d0.loss_mask: 0.4998, decode.d0.loss_dice: 0.8304, decode.d1.loss_cls: 0.2937, decode.d1.loss_mask: 0.4722, decode.d1.loss_dice: 0.7599, decode.d2.loss_cls: 0.2501, decode.d2.loss_mask: 0.4648, decode.d2.loss_dice: 0.7327, decode.d3.loss_cls: 0.2211, decode.d3.loss_mask: 0.4596, decode.d3.loss_dice: 0.7218, decode.d4.loss_cls: 0.2044, decode.d4.loss_mask: 0.4592, decode.d4.loss_dice: 0.7190, decode.d5.loss_cls: 0.2049, decode.d5.loss_mask: 0.4565, decode.d5.loss_dice: 0.7177, decode.d6.loss_cls: 0.1969, decode.d6.loss_mask: 0.4568, decode.d6.loss_dice: 0.7150, decode.d7.loss_cls: 0.1997, decode.d7.loss_mask: 0.4553, decode.d7.loss_dice: 0.7171, decode.d8.loss_cls: 0.2008, decode.d8.loss_mask: 0.4548, decode.d8.loss_dice: 0.7106, loss: 15.8465 2022-04-27 12:52:41,610 - mmseg - INFO - Iter [120300/160000] lr: 3.563e-07, eta: 11:57:50, time: 1.077, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2087, decode.loss_mask: 0.4419, decode.loss_dice: 0.7113, decode.d0.loss_cls: 1.9027, decode.d0.loss_mask: 0.4864, decode.d0.loss_dice: 0.8269, decode.d1.loss_cls: 0.2924, decode.d1.loss_mask: 0.4591, decode.d1.loss_dice: 0.7680, decode.d2.loss_cls: 0.2531, decode.d2.loss_mask: 0.4494, decode.d2.loss_dice: 0.7396, decode.d3.loss_cls: 0.2295, decode.d3.loss_mask: 0.4470, decode.d3.loss_dice: 0.7249, decode.d4.loss_cls: 0.2229, decode.d4.loss_mask: 0.4456, decode.d4.loss_dice: 0.7237, decode.d5.loss_cls: 0.2197, decode.d5.loss_mask: 0.4429, decode.d5.loss_dice: 0.7229, decode.d6.loss_cls: 0.2162, decode.d6.loss_mask: 0.4425, decode.d6.loss_dice: 0.7159, decode.d7.loss_cls: 0.2065, decode.d7.loss_mask: 0.4437, decode.d7.loss_dice: 0.7160, decode.d8.loss_cls: 0.2106, decode.d8.loss_mask: 0.4443, decode.d8.loss_dice: 0.7145, loss: 15.8287 2022-04-27 12:53:35,551 - mmseg - INFO - Iter [120350/160000] lr: 3.558e-07, eta: 11:56:56, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1987, decode.loss_mask: 0.4502, decode.loss_dice: 0.7025, decode.d0.loss_cls: 1.8259, decode.d0.loss_mask: 0.4928, decode.d0.loss_dice: 0.8104, decode.d1.loss_cls: 0.2778, decode.d1.loss_mask: 0.4670, decode.d1.loss_dice: 0.7485, decode.d2.loss_cls: 0.2426, decode.d2.loss_mask: 0.4570, decode.d2.loss_dice: 0.7242, decode.d3.loss_cls: 0.2206, decode.d3.loss_mask: 0.4525, decode.d3.loss_dice: 0.7055, decode.d4.loss_cls: 0.2159, decode.d4.loss_mask: 0.4510, decode.d4.loss_dice: 0.7071, decode.d5.loss_cls: 0.2042, decode.d5.loss_mask: 0.4498, decode.d5.loss_dice: 0.7068, decode.d6.loss_cls: 0.2012, decode.d6.loss_mask: 0.4513, decode.d6.loss_dice: 0.7040, decode.d7.loss_cls: 0.2037, decode.d7.loss_mask: 0.4498, decode.d7.loss_dice: 0.7028, decode.d8.loss_cls: 0.2014, decode.d8.loss_mask: 0.4510, decode.d8.loss_dice: 0.7048, loss: 15.5808 2022-04-27 12:54:29,485 - mmseg - INFO - Iter [120400/160000] lr: 3.554e-07, eta: 11:56:01, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2001, decode.loss_mask: 0.4518, decode.loss_dice: 0.7066, decode.d0.loss_cls: 1.8692, decode.d0.loss_mask: 0.4962, decode.d0.loss_dice: 0.8133, decode.d1.loss_cls: 0.2778, decode.d1.loss_mask: 0.4684, decode.d1.loss_dice: 0.7476, decode.d2.loss_cls: 0.2409, decode.d2.loss_mask: 0.4580, decode.d2.loss_dice: 0.7300, decode.d3.loss_cls: 0.2250, decode.d3.loss_mask: 0.4578, decode.d3.loss_dice: 0.7165, decode.d4.loss_cls: 0.2104, decode.d4.loss_mask: 0.4556, decode.d4.loss_dice: 0.7163, decode.d5.loss_cls: 0.2079, decode.d5.loss_mask: 0.4545, decode.d5.loss_dice: 0.7156, decode.d6.loss_cls: 0.2082, decode.d6.loss_mask: 0.4532, decode.d6.loss_dice: 0.7075, decode.d7.loss_cls: 0.2054, decode.d7.loss_mask: 0.4540, decode.d7.loss_dice: 0.7086, decode.d8.loss_cls: 0.2055, decode.d8.loss_mask: 0.4523, decode.d8.loss_dice: 0.7074, loss: 15.7215 2022-04-27 12:55:24,336 - mmseg - INFO - Iter [120450/160000] lr: 3.549e-07, eta: 11:55:07, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2020, decode.loss_mask: 0.4616, decode.loss_dice: 0.6884, decode.d0.loss_cls: 1.8453, decode.d0.loss_mask: 0.5129, decode.d0.loss_dice: 0.7960, decode.d1.loss_cls: 0.2790, decode.d1.loss_mask: 0.4807, decode.d1.loss_dice: 0.7301, decode.d2.loss_cls: 0.2438, decode.d2.loss_mask: 0.4735, decode.d2.loss_dice: 0.7049, decode.d3.loss_cls: 0.2171, decode.d3.loss_mask: 0.4690, decode.d3.loss_dice: 0.6941, decode.d4.loss_cls: 0.2179, decode.d4.loss_mask: 0.4653, decode.d4.loss_dice: 0.6935, decode.d5.loss_cls: 0.2075, decode.d5.loss_mask: 0.4633, decode.d5.loss_dice: 0.6936, decode.d6.loss_cls: 0.2069, decode.d6.loss_mask: 0.4642, decode.d6.loss_dice: 0.6918, decode.d7.loss_cls: 0.2034, decode.d7.loss_mask: 0.4631, decode.d7.loss_dice: 0.6904, decode.d8.loss_cls: 0.2012, decode.d8.loss_mask: 0.4626, decode.d8.loss_dice: 0.6913, loss: 15.6145 2022-04-27 12:56:17,638 - mmseg - INFO - Iter [120500/160000] lr: 3.545e-07, eta: 11:54:13, time: 1.066, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1853, decode.loss_mask: 0.4439, decode.loss_dice: 0.6802, decode.d0.loss_cls: 1.8450, decode.d0.loss_mask: 0.4846, decode.d0.loss_dice: 0.7802, decode.d1.loss_cls: 0.2783, decode.d1.loss_mask: 0.4595, decode.d1.loss_dice: 0.7170, decode.d2.loss_cls: 0.2264, decode.d2.loss_mask: 0.4511, decode.d2.loss_dice: 0.7022, decode.d3.loss_cls: 0.2073, decode.d3.loss_mask: 0.4469, decode.d3.loss_dice: 0.6828, decode.d4.loss_cls: 0.2021, decode.d4.loss_mask: 0.4453, decode.d4.loss_dice: 0.6861, decode.d5.loss_cls: 0.1955, decode.d5.loss_mask: 0.4459, decode.d5.loss_dice: 0.6885, decode.d6.loss_cls: 0.1899, decode.d6.loss_mask: 0.4434, decode.d6.loss_dice: 0.6812, decode.d7.loss_cls: 0.1856, decode.d7.loss_mask: 0.4426, decode.d7.loss_dice: 0.6767, decode.d8.loss_cls: 0.1882, decode.d8.loss_mask: 0.4434, decode.d8.loss_dice: 0.6846, loss: 15.1898 2022-04-27 12:57:12,268 - mmseg - INFO - Iter [120550/160000] lr: 3.540e-07, eta: 11:53:19, time: 1.093, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1839, decode.loss_mask: 0.4691, decode.loss_dice: 0.6976, decode.d0.loss_cls: 1.8600, decode.d0.loss_mask: 0.5152, decode.d0.loss_dice: 0.7979, decode.d1.loss_cls: 0.2759, decode.d1.loss_mask: 0.4861, decode.d1.loss_dice: 0.7383, decode.d2.loss_cls: 0.2325, decode.d2.loss_mask: 0.4773, decode.d2.loss_dice: 0.7157, decode.d3.loss_cls: 0.2123, decode.d3.loss_mask: 0.4736, decode.d3.loss_dice: 0.7049, decode.d4.loss_cls: 0.2001, decode.d4.loss_mask: 0.4703, decode.d4.loss_dice: 0.7083, decode.d5.loss_cls: 0.1971, decode.d5.loss_mask: 0.4693, decode.d5.loss_dice: 0.7067, decode.d6.loss_cls: 0.1950, decode.d6.loss_mask: 0.4694, decode.d6.loss_dice: 0.6996, decode.d7.loss_cls: 0.1910, decode.d7.loss_mask: 0.4677, decode.d7.loss_dice: 0.6995, decode.d8.loss_cls: 0.1903, decode.d8.loss_mask: 0.4694, decode.d8.loss_dice: 0.6994, loss: 15.6737 2022-04-27 12:58:07,250 - mmseg - INFO - Iter [120600/160000] lr: 3.536e-07, eta: 11:52:25, time: 1.099, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1972, decode.loss_mask: 0.4364, decode.loss_dice: 0.6726, decode.d0.loss_cls: 1.8781, decode.d0.loss_mask: 0.4814, decode.d0.loss_dice: 0.7814, decode.d1.loss_cls: 0.2897, decode.d1.loss_mask: 0.4558, decode.d1.loss_dice: 0.7140, decode.d2.loss_cls: 0.2365, decode.d2.loss_mask: 0.4455, decode.d2.loss_dice: 0.6937, decode.d3.loss_cls: 0.2174, decode.d3.loss_mask: 0.4420, decode.d3.loss_dice: 0.6806, decode.d4.loss_cls: 0.2161, decode.d4.loss_mask: 0.4393, decode.d4.loss_dice: 0.6761, decode.d5.loss_cls: 0.2053, decode.d5.loss_mask: 0.4413, decode.d5.loss_dice: 0.6774, decode.d6.loss_cls: 0.2019, decode.d6.loss_mask: 0.4391, decode.d6.loss_dice: 0.6711, decode.d7.loss_cls: 0.2008, decode.d7.loss_mask: 0.4379, decode.d7.loss_dice: 0.6726, decode.d8.loss_cls: 0.2011, decode.d8.loss_mask: 0.4366, decode.d8.loss_dice: 0.6694, loss: 15.2084 2022-04-27 12:59:01,759 - mmseg - INFO - Iter [120650/160000] lr: 3.531e-07, eta: 11:51:31, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1997, decode.loss_mask: 0.4544, decode.loss_dice: 0.7008, decode.d0.loss_cls: 1.8551, decode.d0.loss_mask: 0.5046, decode.d0.loss_dice: 0.8085, decode.d1.loss_cls: 0.2902, decode.d1.loss_mask: 0.4747, decode.d1.loss_dice: 0.7424, decode.d2.loss_cls: 0.2398, decode.d2.loss_mask: 0.4675, decode.d2.loss_dice: 0.7233, decode.d3.loss_cls: 0.2246, decode.d3.loss_mask: 0.4615, decode.d3.loss_dice: 0.7075, decode.d4.loss_cls: 0.2117, decode.d4.loss_mask: 0.4586, decode.d4.loss_dice: 0.7090, decode.d5.loss_cls: 0.2080, decode.d5.loss_mask: 0.4580, decode.d5.loss_dice: 0.7071, decode.d6.loss_cls: 0.2046, decode.d6.loss_mask: 0.4567, decode.d6.loss_dice: 0.7043, decode.d7.loss_cls: 0.2006, decode.d7.loss_mask: 0.4554, decode.d7.loss_dice: 0.7047, decode.d8.loss_cls: 0.2023, decode.d8.loss_mask: 0.4545, decode.d8.loss_dice: 0.7004, loss: 15.6906 2022-04-27 12:59:57,297 - mmseg - INFO - Iter [120700/160000] lr: 3.527e-07, eta: 11:50:37, time: 1.111, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2046, decode.loss_mask: 0.4559, decode.loss_dice: 0.7091, decode.d0.loss_cls: 1.8713, decode.d0.loss_mask: 0.5002, decode.d0.loss_dice: 0.8228, decode.d1.loss_cls: 0.2836, decode.d1.loss_mask: 0.4728, decode.d1.loss_dice: 0.7489, decode.d2.loss_cls: 0.2419, decode.d2.loss_mask: 0.4658, decode.d2.loss_dice: 0.7317, decode.d3.loss_cls: 0.2174, decode.d3.loss_mask: 0.4610, decode.d3.loss_dice: 0.7190, decode.d4.loss_cls: 0.2169, decode.d4.loss_mask: 0.4595, decode.d4.loss_dice: 0.7180, decode.d5.loss_cls: 0.2100, decode.d5.loss_mask: 0.4582, decode.d5.loss_dice: 0.7174, decode.d6.loss_cls: 0.2077, decode.d6.loss_mask: 0.4574, decode.d6.loss_dice: 0.7106, decode.d7.loss_cls: 0.2075, decode.d7.loss_mask: 0.4566, decode.d7.loss_dice: 0.7104, decode.d8.loss_cls: 0.2007, decode.d8.loss_mask: 0.4575, decode.d8.loss_dice: 0.7100, loss: 15.8044 2022-04-27 13:00:51,671 - mmseg - INFO - Iter [120750/160000] lr: 3.522e-07, eta: 11:49:43, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2066, decode.loss_mask: 0.4504, decode.loss_dice: 0.7021, decode.d0.loss_cls: 1.9070, decode.d0.loss_mask: 0.4926, decode.d0.loss_dice: 0.8095, decode.d1.loss_cls: 0.2954, decode.d1.loss_mask: 0.4656, decode.d1.loss_dice: 0.7412, decode.d2.loss_cls: 0.2481, decode.d2.loss_mask: 0.4582, decode.d2.loss_dice: 0.7221, decode.d3.loss_cls: 0.2244, decode.d3.loss_mask: 0.4540, decode.d3.loss_dice: 0.7118, decode.d4.loss_cls: 0.2221, decode.d4.loss_mask: 0.4512, decode.d4.loss_dice: 0.7084, decode.d5.loss_cls: 0.2220, decode.d5.loss_mask: 0.4501, decode.d5.loss_dice: 0.7103, decode.d6.loss_cls: 0.2095, decode.d6.loss_mask: 0.4490, decode.d6.loss_dice: 0.7070, decode.d7.loss_cls: 0.2128, decode.d7.loss_mask: 0.4487, decode.d7.loss_dice: 0.7054, decode.d8.loss_cls: 0.2101, decode.d8.loss_mask: 0.4480, decode.d8.loss_dice: 0.7020, loss: 15.7459 2022-04-27 13:01:45,163 - mmseg - INFO - Iter [120800/160000] lr: 3.518e-07, eta: 11:48:48, time: 1.070, data_time: 0.017, memory: 64049, decode.loss_cls: 0.1838, decode.loss_mask: 0.4321, decode.loss_dice: 0.6913, decode.d0.loss_cls: 1.8823, decode.d0.loss_mask: 0.4729, decode.d0.loss_dice: 0.7909, decode.d1.loss_cls: 0.2763, decode.d1.loss_mask: 0.4505, decode.d1.loss_dice: 0.7254, decode.d2.loss_cls: 0.2264, decode.d2.loss_mask: 0.4415, decode.d2.loss_dice: 0.7127, decode.d3.loss_cls: 0.2090, decode.d3.loss_mask: 0.4380, decode.d3.loss_dice: 0.6959, decode.d4.loss_cls: 0.2066, decode.d4.loss_mask: 0.4362, decode.d4.loss_dice: 0.6967, decode.d5.loss_cls: 0.1908, decode.d5.loss_mask: 0.4361, decode.d5.loss_dice: 0.6936, decode.d6.loss_cls: 0.1894, decode.d6.loss_mask: 0.4361, decode.d6.loss_dice: 0.6896, decode.d7.loss_cls: 0.1879, decode.d7.loss_mask: 0.4341, decode.d7.loss_dice: 0.6940, decode.d8.loss_cls: 0.1853, decode.d8.loss_mask: 0.4343, decode.d8.loss_dice: 0.6935, loss: 15.2330 2022-04-27 13:02:37,869 - mmseg - INFO - Iter [120850/160000] lr: 3.513e-07, eta: 11:47:53, time: 1.056, data_time: 0.017, memory: 64049, decode.loss_cls: 0.2043, decode.loss_mask: 0.4440, decode.loss_dice: 0.7091, decode.d0.loss_cls: 1.8885, decode.d0.loss_mask: 0.4885, decode.d0.loss_dice: 0.8218, decode.d1.loss_cls: 0.2946, decode.d1.loss_mask: 0.4600, decode.d1.loss_dice: 0.7494, decode.d2.loss_cls: 0.2488, decode.d2.loss_mask: 0.4542, decode.d2.loss_dice: 0.7355, decode.d3.loss_cls: 0.2258, decode.d3.loss_mask: 0.4505, decode.d3.loss_dice: 0.7234, decode.d4.loss_cls: 0.2187, decode.d4.loss_mask: 0.4498, decode.d4.loss_dice: 0.7270, decode.d5.loss_cls: 0.2107, decode.d5.loss_mask: 0.4475, decode.d5.loss_dice: 0.7204, decode.d6.loss_cls: 0.2028, decode.d6.loss_mask: 0.4466, decode.d6.loss_dice: 0.7151, decode.d7.loss_cls: 0.1981, decode.d7.loss_mask: 0.4478, decode.d7.loss_dice: 0.7145, decode.d8.loss_cls: 0.2033, decode.d8.loss_mask: 0.4459, decode.d8.loss_dice: 0.7149, loss: 15.7616 2022-04-27 13:03:31,391 - mmseg - INFO - Iter [120900/160000] lr: 3.509e-07, eta: 11:46:59, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2032, decode.loss_mask: 0.4330, decode.loss_dice: 0.6929, decode.d0.loss_cls: 1.8680, decode.d0.loss_mask: 0.4750, decode.d0.loss_dice: 0.8081, decode.d1.loss_cls: 0.2824, decode.d1.loss_mask: 0.4483, decode.d1.loss_dice: 0.7306, decode.d2.loss_cls: 0.2412, decode.d2.loss_mask: 0.4412, decode.d2.loss_dice: 0.7134, decode.d3.loss_cls: 0.2226, decode.d3.loss_mask: 0.4335, decode.d3.loss_dice: 0.7017, decode.d4.loss_cls: 0.2147, decode.d4.loss_mask: 0.4339, decode.d4.loss_dice: 0.6974, decode.d5.loss_cls: 0.2075, decode.d5.loss_mask: 0.4352, decode.d5.loss_dice: 0.6952, decode.d6.loss_cls: 0.2019, decode.d6.loss_mask: 0.4342, decode.d6.loss_dice: 0.6929, decode.d7.loss_cls: 0.1972, decode.d7.loss_mask: 0.4331, decode.d7.loss_dice: 0.6937, decode.d8.loss_cls: 0.2001, decode.d8.loss_mask: 0.4322, decode.d8.loss_dice: 0.6924, loss: 15.3564 2022-04-27 13:04:24,929 - mmseg - INFO - Iter [120950/160000] lr: 3.504e-07, eta: 11:46:04, time: 1.071, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1928, decode.loss_mask: 0.4483, decode.loss_dice: 0.6974, decode.d0.loss_cls: 1.8226, decode.d0.loss_mask: 0.4939, decode.d0.loss_dice: 0.7942, decode.d1.loss_cls: 0.2787, decode.d1.loss_mask: 0.4651, decode.d1.loss_dice: 0.7328, decode.d2.loss_cls: 0.2359, decode.d2.loss_mask: 0.4549, decode.d2.loss_dice: 0.7172, decode.d3.loss_cls: 0.2114, decode.d3.loss_mask: 0.4550, decode.d3.loss_dice: 0.7030, decode.d4.loss_cls: 0.2047, decode.d4.loss_mask: 0.4510, decode.d4.loss_dice: 0.7052, decode.d5.loss_cls: 0.2024, decode.d5.loss_mask: 0.4498, decode.d5.loss_dice: 0.7000, decode.d6.loss_cls: 0.1994, decode.d6.loss_mask: 0.4494, decode.d6.loss_dice: 0.6972, decode.d7.loss_cls: 0.1987, decode.d7.loss_mask: 0.4492, decode.d7.loss_dice: 0.6988, decode.d8.loss_cls: 0.1986, decode.d8.loss_mask: 0.4485, decode.d8.loss_dice: 0.6963, loss: 15.4524 2022-04-27 13:05:18,983 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 13:05:18,984 - mmseg - INFO - Iter [121000/160000] lr: 3.500e-07, eta: 11:45:10, time: 1.081, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1853, decode.loss_mask: 0.4485, decode.loss_dice: 0.7015, decode.d0.loss_cls: 1.8593, decode.d0.loss_mask: 0.4901, decode.d0.loss_dice: 0.7962, decode.d1.loss_cls: 0.2634, decode.d1.loss_mask: 0.4638, decode.d1.loss_dice: 0.7376, decode.d2.loss_cls: 0.2259, decode.d2.loss_mask: 0.4551, decode.d2.loss_dice: 0.7192, decode.d3.loss_cls: 0.2065, decode.d3.loss_mask: 0.4527, decode.d3.loss_dice: 0.7040, decode.d4.loss_cls: 0.2022, decode.d4.loss_mask: 0.4497, decode.d4.loss_dice: 0.7040, decode.d5.loss_cls: 0.1935, decode.d5.loss_mask: 0.4504, decode.d5.loss_dice: 0.7032, decode.d6.loss_cls: 0.1886, decode.d6.loss_mask: 0.4484, decode.d6.loss_dice: 0.7005, decode.d7.loss_cls: 0.1914, decode.d7.loss_mask: 0.4490, decode.d7.loss_dice: 0.6983, decode.d8.loss_cls: 0.1869, decode.d8.loss_mask: 0.4471, decode.d8.loss_dice: 0.7023, loss: 15.4248 2022-04-27 13:06:13,060 - mmseg - INFO - Iter [121050/160000] lr: 3.495e-07, eta: 11:44:16, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1999, decode.loss_mask: 0.4526, decode.loss_dice: 0.6819, decode.d0.loss_cls: 1.9004, decode.d0.loss_mask: 0.4982, decode.d0.loss_dice: 0.7857, decode.d1.loss_cls: 0.2937, decode.d1.loss_mask: 0.4664, decode.d1.loss_dice: 0.7197, decode.d2.loss_cls: 0.2374, decode.d2.loss_mask: 0.4607, decode.d2.loss_dice: 0.7024, decode.d3.loss_cls: 0.2272, decode.d3.loss_mask: 0.4569, decode.d3.loss_dice: 0.6939, decode.d4.loss_cls: 0.2148, decode.d4.loss_mask: 0.4536, decode.d4.loss_dice: 0.6891, decode.d5.loss_cls: 0.2083, decode.d5.loss_mask: 0.4538, decode.d5.loss_dice: 0.6861, decode.d6.loss_cls: 0.2092, decode.d6.loss_mask: 0.4538, decode.d6.loss_dice: 0.6836, decode.d7.loss_cls: 0.2079, decode.d7.loss_mask: 0.4528, decode.d7.loss_dice: 0.6834, decode.d8.loss_cls: 0.2053, decode.d8.loss_mask: 0.4530, decode.d8.loss_dice: 0.6838, loss: 15.5153 2022-04-27 13:07:07,238 - mmseg - INFO - Iter [121100/160000] lr: 3.491e-07, eta: 11:43:21, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1918, decode.loss_mask: 0.4296, decode.loss_dice: 0.6745, decode.d0.loss_cls: 1.8648, decode.d0.loss_mask: 0.4763, decode.d0.loss_dice: 0.7889, decode.d1.loss_cls: 0.2748, decode.d1.loss_mask: 0.4492, decode.d1.loss_dice: 0.7186, decode.d2.loss_cls: 0.2364, decode.d2.loss_mask: 0.4386, decode.d2.loss_dice: 0.6991, decode.d3.loss_cls: 0.2099, decode.d3.loss_mask: 0.4337, decode.d3.loss_dice: 0.6829, decode.d4.loss_cls: 0.2015, decode.d4.loss_mask: 0.4344, decode.d4.loss_dice: 0.6820, decode.d5.loss_cls: 0.1950, decode.d5.loss_mask: 0.4329, decode.d5.loss_dice: 0.6834, decode.d6.loss_cls: 0.1880, decode.d6.loss_mask: 0.4313, decode.d6.loss_dice: 0.6754, decode.d7.loss_cls: 0.1913, decode.d7.loss_mask: 0.4299, decode.d7.loss_dice: 0.6737, decode.d8.loss_cls: 0.1883, decode.d8.loss_mask: 0.4309, decode.d8.loss_dice: 0.6770, loss: 15.0841 2022-04-27 13:08:01,097 - mmseg - INFO - Iter [121150/160000] lr: 3.486e-07, eta: 11:42:27, time: 1.077, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1879, decode.loss_mask: 0.4331, decode.loss_dice: 0.6954, decode.d0.loss_cls: 1.8284, decode.d0.loss_mask: 0.4754, decode.d0.loss_dice: 0.8032, decode.d1.loss_cls: 0.2696, decode.d1.loss_mask: 0.4494, decode.d1.loss_dice: 0.7381, decode.d2.loss_cls: 0.2295, decode.d2.loss_mask: 0.4425, decode.d2.loss_dice: 0.7178, decode.d3.loss_cls: 0.2119, decode.d3.loss_mask: 0.4378, decode.d3.loss_dice: 0.6998, decode.d4.loss_cls: 0.2018, decode.d4.loss_mask: 0.4375, decode.d4.loss_dice: 0.6974, decode.d5.loss_cls: 0.1903, decode.d5.loss_mask: 0.4342, decode.d5.loss_dice: 0.6983, decode.d6.loss_cls: 0.1919, decode.d6.loss_mask: 0.4331, decode.d6.loss_dice: 0.6946, decode.d7.loss_cls: 0.1900, decode.d7.loss_mask: 0.4332, decode.d7.loss_dice: 0.6975, decode.d8.loss_cls: 0.1897, decode.d8.loss_mask: 0.4331, decode.d8.loss_dice: 0.6953, loss: 15.2379 2022-04-27 13:08:55,234 - mmseg - INFO - Iter [121200/160000] lr: 3.482e-07, eta: 11:41:33, time: 1.083, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2047, decode.loss_mask: 0.4620, decode.loss_dice: 0.7219, decode.d0.loss_cls: 1.8464, decode.d0.loss_mask: 0.5123, decode.d0.loss_dice: 0.8317, decode.d1.loss_cls: 0.2884, decode.d1.loss_mask: 0.4807, decode.d1.loss_dice: 0.7648, decode.d2.loss_cls: 0.2462, decode.d2.loss_mask: 0.4741, decode.d2.loss_dice: 0.7463, decode.d3.loss_cls: 0.2191, decode.d3.loss_mask: 0.4688, decode.d3.loss_dice: 0.7274, decode.d4.loss_cls: 0.2143, decode.d4.loss_mask: 0.4673, decode.d4.loss_dice: 0.7261, decode.d5.loss_cls: 0.2112, decode.d5.loss_mask: 0.4665, decode.d5.loss_dice: 0.7248, decode.d6.loss_cls: 0.2044, decode.d6.loss_mask: 0.4645, decode.d6.loss_dice: 0.7218, decode.d7.loss_cls: 0.2089, decode.d7.loss_mask: 0.4636, decode.d7.loss_dice: 0.7179, decode.d8.loss_cls: 0.2014, decode.d8.loss_mask: 0.4616, decode.d8.loss_dice: 0.7181, loss: 15.9674 2022-04-27 13:09:52,149 - mmseg - INFO - Iter [121250/160000] lr: 3.477e-07, eta: 11:40:39, time: 1.138, data_time: 0.066, memory: 64049, decode.loss_cls: 0.2071, decode.loss_mask: 0.4518, decode.loss_dice: 0.6971, decode.d0.loss_cls: 1.8851, decode.d0.loss_mask: 0.4951, decode.d0.loss_dice: 0.7995, decode.d1.loss_cls: 0.3003, decode.d1.loss_mask: 0.4657, decode.d1.loss_dice: 0.7374, decode.d2.loss_cls: 0.2548, decode.d2.loss_mask: 0.4568, decode.d2.loss_dice: 0.7198, decode.d3.loss_cls: 0.2292, decode.d3.loss_mask: 0.4539, decode.d3.loss_dice: 0.7075, decode.d4.loss_cls: 0.2207, decode.d4.loss_mask: 0.4537, decode.d4.loss_dice: 0.7063, decode.d5.loss_cls: 0.2159, decode.d5.loss_mask: 0.4532, decode.d5.loss_dice: 0.7040, decode.d6.loss_cls: 0.2112, decode.d6.loss_mask: 0.4512, decode.d6.loss_dice: 0.6968, decode.d7.loss_cls: 0.2090, decode.d7.loss_mask: 0.4528, decode.d7.loss_dice: 0.7009, decode.d8.loss_cls: 0.2128, decode.d8.loss_mask: 0.4525, decode.d8.loss_dice: 0.6962, loss: 15.6985 2022-04-27 13:10:46,722 - mmseg - INFO - Iter [121300/160000] lr: 3.473e-07, eta: 11:39:45, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1754, decode.loss_mask: 0.4401, decode.loss_dice: 0.6941, decode.d0.loss_cls: 1.8092, decode.d0.loss_mask: 0.4795, decode.d0.loss_dice: 0.7870, decode.d1.loss_cls: 0.2611, decode.d1.loss_mask: 0.4536, decode.d1.loss_dice: 0.7316, decode.d2.loss_cls: 0.2238, decode.d2.loss_mask: 0.4437, decode.d2.loss_dice: 0.7094, decode.d3.loss_cls: 0.2005, decode.d3.loss_mask: 0.4409, decode.d3.loss_dice: 0.6978, decode.d4.loss_cls: 0.1951, decode.d4.loss_mask: 0.4407, decode.d4.loss_dice: 0.7014, decode.d5.loss_cls: 0.1847, decode.d5.loss_mask: 0.4398, decode.d5.loss_dice: 0.6987, decode.d6.loss_cls: 0.1797, decode.d6.loss_mask: 0.4408, decode.d6.loss_dice: 0.6945, decode.d7.loss_cls: 0.1786, decode.d7.loss_mask: 0.4401, decode.d7.loss_dice: 0.6966, decode.d8.loss_cls: 0.1768, decode.d8.loss_mask: 0.4392, decode.d8.loss_dice: 0.6956, loss: 15.1500 2022-04-27 13:11:40,955 - mmseg - INFO - Iter [121350/160000] lr: 3.468e-07, eta: 11:38:51, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2110, decode.loss_mask: 0.4516, decode.loss_dice: 0.7269, decode.d0.loss_cls: 1.8572, decode.d0.loss_mask: 0.4932, decode.d0.loss_dice: 0.8282, decode.d1.loss_cls: 0.2936, decode.d1.loss_mask: 0.4678, decode.d1.loss_dice: 0.7669, decode.d2.loss_cls: 0.2568, decode.d2.loss_mask: 0.4603, decode.d2.loss_dice: 0.7443, decode.d3.loss_cls: 0.2407, decode.d3.loss_mask: 0.4547, decode.d3.loss_dice: 0.7301, decode.d4.loss_cls: 0.2260, decode.d4.loss_mask: 0.4552, decode.d4.loss_dice: 0.7307, decode.d5.loss_cls: 0.2230, decode.d5.loss_mask: 0.4543, decode.d5.loss_dice: 0.7301, decode.d6.loss_cls: 0.2246, decode.d6.loss_mask: 0.4532, decode.d6.loss_dice: 0.7214, decode.d7.loss_cls: 0.2196, decode.d7.loss_mask: 0.4527, decode.d7.loss_dice: 0.7261, decode.d8.loss_cls: 0.2119, decode.d8.loss_mask: 0.4535, decode.d8.loss_dice: 0.7214, loss: 15.9870 2022-04-27 13:12:35,179 - mmseg - INFO - Iter [121400/160000] lr: 3.464e-07, eta: 11:37:57, time: 1.084, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1883, decode.loss_mask: 0.4308, decode.loss_dice: 0.6729, decode.d0.loss_cls: 1.8229, decode.d0.loss_mask: 0.4710, decode.d0.loss_dice: 0.7650, decode.d1.loss_cls: 0.2525, decode.d1.loss_mask: 0.4487, decode.d1.loss_dice: 0.7082, decode.d2.loss_cls: 0.2167, decode.d2.loss_mask: 0.4372, decode.d2.loss_dice: 0.6880, decode.d3.loss_cls: 0.2000, decode.d3.loss_mask: 0.4340, decode.d3.loss_dice: 0.6792, decode.d4.loss_cls: 0.1972, decode.d4.loss_mask: 0.4341, decode.d4.loss_dice: 0.6794, decode.d5.loss_cls: 0.1887, decode.d5.loss_mask: 0.4339, decode.d5.loss_dice: 0.6757, decode.d6.loss_cls: 0.1861, decode.d6.loss_mask: 0.4326, decode.d6.loss_dice: 0.6732, decode.d7.loss_cls: 0.1830, decode.d7.loss_mask: 0.4332, decode.d7.loss_dice: 0.6744, decode.d8.loss_cls: 0.1853, decode.d8.loss_mask: 0.4326, decode.d8.loss_dice: 0.6749, loss: 14.8999 2022-04-27 13:13:29,012 - mmseg - INFO - Iter [121450/160000] lr: 3.459e-07, eta: 11:37:02, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1944, decode.loss_mask: 0.4482, decode.loss_dice: 0.6819, decode.d0.loss_cls: 1.8218, decode.d0.loss_mask: 0.4925, decode.d0.loss_dice: 0.7868, decode.d1.loss_cls: 0.2779, decode.d1.loss_mask: 0.4646, decode.d1.loss_dice: 0.7206, decode.d2.loss_cls: 0.2267, decode.d2.loss_mask: 0.4584, decode.d2.loss_dice: 0.7032, decode.d3.loss_cls: 0.2182, decode.d3.loss_mask: 0.4514, decode.d3.loss_dice: 0.6887, decode.d4.loss_cls: 0.2044, decode.d4.loss_mask: 0.4508, decode.d4.loss_dice: 0.6877, decode.d5.loss_cls: 0.2020, decode.d5.loss_mask: 0.4490, decode.d5.loss_dice: 0.6871, decode.d6.loss_cls: 0.1970, decode.d6.loss_mask: 0.4509, decode.d6.loss_dice: 0.6839, decode.d7.loss_cls: 0.1943, decode.d7.loss_mask: 0.4498, decode.d7.loss_dice: 0.6831, decode.d8.loss_cls: 0.1900, decode.d8.loss_mask: 0.4494, decode.d8.loss_dice: 0.6831, loss: 15.2979 2022-04-27 13:14:22,978 - mmseg - INFO - Iter [121500/160000] lr: 3.455e-07, eta: 11:36:08, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1839, decode.loss_mask: 0.4383, decode.loss_dice: 0.6791, decode.d0.loss_cls: 1.8689, decode.d0.loss_mask: 0.4798, decode.d0.loss_dice: 0.7810, decode.d1.loss_cls: 0.2609, decode.d1.loss_mask: 0.4572, decode.d1.loss_dice: 0.7221, decode.d2.loss_cls: 0.2114, decode.d2.loss_mask: 0.4475, decode.d2.loss_dice: 0.6977, decode.d3.loss_cls: 0.1971, decode.d3.loss_mask: 0.4413, decode.d3.loss_dice: 0.6829, decode.d4.loss_cls: 0.1977, decode.d4.loss_mask: 0.4416, decode.d4.loss_dice: 0.6844, decode.d5.loss_cls: 0.1912, decode.d5.loss_mask: 0.4406, decode.d5.loss_dice: 0.6806, decode.d6.loss_cls: 0.1830, decode.d6.loss_mask: 0.4376, decode.d6.loss_dice: 0.6818, decode.d7.loss_cls: 0.1762, decode.d7.loss_mask: 0.4394, decode.d7.loss_dice: 0.6822, decode.d8.loss_cls: 0.1829, decode.d8.loss_mask: 0.4388, decode.d8.loss_dice: 0.6760, loss: 15.0831 2022-04-27 13:15:17,288 - mmseg - INFO - Iter [121550/160000] lr: 3.450e-07, eta: 11:35:14, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2004, decode.loss_mask: 0.4288, decode.loss_dice: 0.7046, decode.d0.loss_cls: 1.9201, decode.d0.loss_mask: 0.4731, decode.d0.loss_dice: 0.8182, decode.d1.loss_cls: 0.2930, decode.d1.loss_mask: 0.4411, decode.d1.loss_dice: 0.7457, decode.d2.loss_cls: 0.2492, decode.d2.loss_mask: 0.4376, decode.d2.loss_dice: 0.7222, decode.d3.loss_cls: 0.2245, decode.d3.loss_mask: 0.4329, decode.d3.loss_dice: 0.7087, decode.d4.loss_cls: 0.2147, decode.d4.loss_mask: 0.4313, decode.d4.loss_dice: 0.7082, decode.d5.loss_cls: 0.2111, decode.d5.loss_mask: 0.4294, decode.d5.loss_dice: 0.7089, decode.d6.loss_cls: 0.2091, decode.d6.loss_mask: 0.4307, decode.d6.loss_dice: 0.7056, decode.d7.loss_cls: 0.2071, decode.d7.loss_mask: 0.4279, decode.d7.loss_dice: 0.7026, decode.d8.loss_cls: 0.2060, decode.d8.loss_mask: 0.4292, decode.d8.loss_dice: 0.7058, loss: 15.5275 2022-04-27 13:16:11,787 - mmseg - INFO - Iter [121600/160000] lr: 3.446e-07, eta: 11:34:20, time: 1.090, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2094, decode.loss_mask: 0.4389, decode.loss_dice: 0.6929, decode.d0.loss_cls: 1.8806, decode.d0.loss_mask: 0.4828, decode.d0.loss_dice: 0.7986, decode.d1.loss_cls: 0.2928, decode.d1.loss_mask: 0.4569, decode.d1.loss_dice: 0.7357, decode.d2.loss_cls: 0.2462, decode.d2.loss_mask: 0.4477, decode.d2.loss_dice: 0.7144, decode.d3.loss_cls: 0.2185, decode.d3.loss_mask: 0.4446, decode.d3.loss_dice: 0.6995, decode.d4.loss_cls: 0.2125, decode.d4.loss_mask: 0.4435, decode.d4.loss_dice: 0.6996, decode.d5.loss_cls: 0.2056, decode.d5.loss_mask: 0.4426, decode.d5.loss_dice: 0.6966, decode.d6.loss_cls: 0.2033, decode.d6.loss_mask: 0.4433, decode.d6.loss_dice: 0.6983, decode.d7.loss_cls: 0.2011, decode.d7.loss_mask: 0.4417, decode.d7.loss_dice: 0.6921, decode.d8.loss_cls: 0.2081, decode.d8.loss_mask: 0.4404, decode.d8.loss_dice: 0.6925, loss: 15.4808 2022-04-27 13:17:06,615 - mmseg - INFO - Iter [121650/160000] lr: 3.442e-07, eta: 11:33:26, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1978, decode.loss_mask: 0.4383, decode.loss_dice: 0.6998, decode.d0.loss_cls: 1.8375, decode.d0.loss_mask: 0.4758, decode.d0.loss_dice: 0.8027, decode.d1.loss_cls: 0.2723, decode.d1.loss_mask: 0.4552, decode.d1.loss_dice: 0.7350, decode.d2.loss_cls: 0.2408, decode.d2.loss_mask: 0.4451, decode.d2.loss_dice: 0.7112, decode.d3.loss_cls: 0.2216, decode.d3.loss_mask: 0.4405, decode.d3.loss_dice: 0.7020, decode.d4.loss_cls: 0.2091, decode.d4.loss_mask: 0.4420, decode.d4.loss_dice: 0.7018, decode.d5.loss_cls: 0.2056, decode.d5.loss_mask: 0.4395, decode.d5.loss_dice: 0.7001, decode.d6.loss_cls: 0.1990, decode.d6.loss_mask: 0.4389, decode.d6.loss_dice: 0.6994, decode.d7.loss_cls: 0.1907, decode.d7.loss_mask: 0.4380, decode.d7.loss_dice: 0.6980, decode.d8.loss_cls: 0.1942, decode.d8.loss_mask: 0.4378, decode.d8.loss_dice: 0.6942, loss: 15.3637 2022-04-27 13:18:00,900 - mmseg - INFO - Iter [121700/160000] lr: 3.437e-07, eta: 11:32:31, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2173, decode.loss_mask: 0.4459, decode.loss_dice: 0.7210, decode.d0.loss_cls: 1.9006, decode.d0.loss_mask: 0.4916, decode.d0.loss_dice: 0.8286, decode.d1.loss_cls: 0.3077, decode.d1.loss_mask: 0.4659, decode.d1.loss_dice: 0.7644, decode.d2.loss_cls: 0.2614, decode.d2.loss_mask: 0.4533, decode.d2.loss_dice: 0.7403, decode.d3.loss_cls: 0.2445, decode.d3.loss_mask: 0.4496, decode.d3.loss_dice: 0.7272, decode.d4.loss_cls: 0.2292, decode.d4.loss_mask: 0.4483, decode.d4.loss_dice: 0.7276, decode.d5.loss_cls: 0.2312, decode.d5.loss_mask: 0.4458, decode.d5.loss_dice: 0.7219, decode.d6.loss_cls: 0.2302, decode.d6.loss_mask: 0.4427, decode.d6.loss_dice: 0.7171, decode.d7.loss_cls: 0.2241, decode.d7.loss_mask: 0.4440, decode.d7.loss_dice: 0.7190, decode.d8.loss_cls: 0.2234, decode.d8.loss_mask: 0.4442, decode.d8.loss_dice: 0.7208, loss: 15.9887 2022-04-27 13:18:55,520 - mmseg - INFO - Iter [121750/160000] lr: 3.433e-07, eta: 11:31:37, time: 1.092, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1826, decode.loss_mask: 0.4482, decode.loss_dice: 0.6809, decode.d0.loss_cls: 1.8637, decode.d0.loss_mask: 0.4887, decode.d0.loss_dice: 0.7686, decode.d1.loss_cls: 0.2694, decode.d1.loss_mask: 0.4639, decode.d1.loss_dice: 0.7210, decode.d2.loss_cls: 0.2244, decode.d2.loss_mask: 0.4577, decode.d2.loss_dice: 0.6978, decode.d3.loss_cls: 0.2020, decode.d3.loss_mask: 0.4551, decode.d3.loss_dice: 0.6891, decode.d4.loss_cls: 0.1953, decode.d4.loss_mask: 0.4528, decode.d4.loss_dice: 0.6878, decode.d5.loss_cls: 0.1878, decode.d5.loss_mask: 0.4520, decode.d5.loss_dice: 0.6854, decode.d6.loss_cls: 0.1886, decode.d6.loss_mask: 0.4504, decode.d6.loss_dice: 0.6855, decode.d7.loss_cls: 0.1847, decode.d7.loss_mask: 0.4484, decode.d7.loss_dice: 0.6828, decode.d8.loss_cls: 0.1813, decode.d8.loss_mask: 0.4477, decode.d8.loss_dice: 0.6825, loss: 15.2263 2022-04-27 13:19:49,083 - mmseg - INFO - Iter [121800/160000] lr: 3.428e-07, eta: 11:30:43, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1739, decode.loss_mask: 0.4359, decode.loss_dice: 0.6760, decode.d0.loss_cls: 1.8340, decode.d0.loss_mask: 0.4770, decode.d0.loss_dice: 0.7785, decode.d1.loss_cls: 0.2658, decode.d1.loss_mask: 0.4511, decode.d1.loss_dice: 0.7111, decode.d2.loss_cls: 0.2136, decode.d2.loss_mask: 0.4424, decode.d2.loss_dice: 0.6898, decode.d3.loss_cls: 0.1889, decode.d3.loss_mask: 0.4390, decode.d3.loss_dice: 0.6820, decode.d4.loss_cls: 0.1863, decode.d4.loss_mask: 0.4378, decode.d4.loss_dice: 0.6803, decode.d5.loss_cls: 0.1783, decode.d5.loss_mask: 0.4375, decode.d5.loss_dice: 0.6818, decode.d6.loss_cls: 0.1771, decode.d6.loss_mask: 0.4375, decode.d6.loss_dice: 0.6779, decode.d7.loss_cls: 0.1805, decode.d7.loss_mask: 0.4359, decode.d7.loss_dice: 0.6799, decode.d8.loss_cls: 0.1712, decode.d8.loss_mask: 0.4356, decode.d8.loss_dice: 0.6735, loss: 14.9300 2022-04-27 13:20:42,826 - mmseg - INFO - Iter [121850/160000] lr: 3.424e-07, eta: 11:29:48, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1857, decode.loss_mask: 0.4428, decode.loss_dice: 0.7051, decode.d0.loss_cls: 1.8593, decode.d0.loss_mask: 0.4872, decode.d0.loss_dice: 0.8149, decode.d1.loss_cls: 0.2819, decode.d1.loss_mask: 0.4587, decode.d1.loss_dice: 0.7481, decode.d2.loss_cls: 0.2289, decode.d2.loss_mask: 0.4503, decode.d2.loss_dice: 0.7227, decode.d3.loss_cls: 0.2111, decode.d3.loss_mask: 0.4462, decode.d3.loss_dice: 0.7063, decode.d4.loss_cls: 0.1990, decode.d4.loss_mask: 0.4466, decode.d4.loss_dice: 0.7120, decode.d5.loss_cls: 0.1956, decode.d5.loss_mask: 0.4470, decode.d5.loss_dice: 0.7118, decode.d6.loss_cls: 0.1876, decode.d6.loss_mask: 0.4455, decode.d6.loss_dice: 0.7068, decode.d7.loss_cls: 0.1874, decode.d7.loss_mask: 0.4425, decode.d7.loss_dice: 0.7085, decode.d8.loss_cls: 0.1906, decode.d8.loss_mask: 0.4424, decode.d8.loss_dice: 0.7087, loss: 15.4811 2022-04-27 13:21:37,240 - mmseg - INFO - Iter [121900/160000] lr: 3.419e-07, eta: 11:28:54, time: 1.088, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1822, decode.loss_mask: 0.4398, decode.loss_dice: 0.6990, decode.d0.loss_cls: 1.8752, decode.d0.loss_mask: 0.4838, decode.d0.loss_dice: 0.8078, decode.d1.loss_cls: 0.2923, decode.d1.loss_mask: 0.4543, decode.d1.loss_dice: 0.7360, decode.d2.loss_cls: 0.2388, decode.d2.loss_mask: 0.4471, decode.d2.loss_dice: 0.7129, decode.d3.loss_cls: 0.2100, decode.d3.loss_mask: 0.4426, decode.d3.loss_dice: 0.7039, decode.d4.loss_cls: 0.2028, decode.d4.loss_mask: 0.4409, decode.d4.loss_dice: 0.7018, decode.d5.loss_cls: 0.1954, decode.d5.loss_mask: 0.4401, decode.d5.loss_dice: 0.6995, decode.d6.loss_cls: 0.1922, decode.d6.loss_mask: 0.4411, decode.d6.loss_dice: 0.6959, decode.d7.loss_cls: 0.1949, decode.d7.loss_mask: 0.4398, decode.d7.loss_dice: 0.6925, decode.d8.loss_cls: 0.1852, decode.d8.loss_mask: 0.4402, decode.d8.loss_dice: 0.6960, loss: 15.3839 2022-04-27 13:22:32,313 - mmseg - INFO - Iter [121950/160000] lr: 3.415e-07, eta: 11:28:00, time: 1.102, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2003, decode.loss_mask: 0.4540, decode.loss_dice: 0.7004, decode.d0.loss_cls: 1.8887, decode.d0.loss_mask: 0.5006, decode.d0.loss_dice: 0.8186, decode.d1.loss_cls: 0.2839, decode.d1.loss_mask: 0.4769, decode.d1.loss_dice: 0.7562, decode.d2.loss_cls: 0.2340, decode.d2.loss_mask: 0.4651, decode.d2.loss_dice: 0.7271, decode.d3.loss_cls: 0.2148, decode.d3.loss_mask: 0.4598, decode.d3.loss_dice: 0.7111, decode.d4.loss_cls: 0.2065, decode.d4.loss_mask: 0.4576, decode.d4.loss_dice: 0.7122, decode.d5.loss_cls: 0.2029, decode.d5.loss_mask: 0.4560, decode.d5.loss_dice: 0.7100, decode.d6.loss_cls: 0.2055, decode.d6.loss_mask: 0.4553, decode.d6.loss_dice: 0.7053, decode.d7.loss_cls: 0.1998, decode.d7.loss_mask: 0.4566, decode.d7.loss_dice: 0.7060, decode.d8.loss_cls: 0.2005, decode.d8.loss_mask: 0.4559, decode.d8.loss_dice: 0.7024, loss: 15.7242 2022-04-27 13:23:26,100 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 13:23:26,102 - mmseg - INFO - Iter [122000/160000] lr: 3.410e-07, eta: 11:27:06, time: 1.075, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2071, decode.loss_mask: 0.4388, decode.loss_dice: 0.6779, decode.d0.loss_cls: 1.8810, decode.d0.loss_mask: 0.4822, decode.d0.loss_dice: 0.7872, decode.d1.loss_cls: 0.2929, decode.d1.loss_mask: 0.4536, decode.d1.loss_dice: 0.7199, decode.d2.loss_cls: 0.2468, decode.d2.loss_mask: 0.4476, decode.d2.loss_dice: 0.7029, decode.d3.loss_cls: 0.2289, decode.d3.loss_mask: 0.4450, decode.d3.loss_dice: 0.6878, decode.d4.loss_cls: 0.2173, decode.d4.loss_mask: 0.4439, decode.d4.loss_dice: 0.6890, decode.d5.loss_cls: 0.2127, decode.d5.loss_mask: 0.4420, decode.d5.loss_dice: 0.6864, decode.d6.loss_cls: 0.2067, decode.d6.loss_mask: 0.4403, decode.d6.loss_dice: 0.6811, decode.d7.loss_cls: 0.2093, decode.d7.loss_mask: 0.4389, decode.d7.loss_dice: 0.6814, decode.d8.loss_cls: 0.2041, decode.d8.loss_mask: 0.4393, decode.d8.loss_dice: 0.6834, loss: 15.3757 2022-04-27 13:24:20,568 - mmseg - INFO - Iter [122050/160000] lr: 3.406e-07, eta: 11:26:12, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2032, decode.loss_mask: 0.4592, decode.loss_dice: 0.6988, decode.d0.loss_cls: 1.8656, decode.d0.loss_mask: 0.5101, decode.d0.loss_dice: 0.8215, decode.d1.loss_cls: 0.2853, decode.d1.loss_mask: 0.4800, decode.d1.loss_dice: 0.7494, decode.d2.loss_cls: 0.2400, decode.d2.loss_mask: 0.4702, decode.d2.loss_dice: 0.7258, decode.d3.loss_cls: 0.2232, decode.d3.loss_mask: 0.4651, decode.d3.loss_dice: 0.7125, decode.d4.loss_cls: 0.2130, decode.d4.loss_mask: 0.4629, decode.d4.loss_dice: 0.7151, decode.d5.loss_cls: 0.2083, decode.d5.loss_mask: 0.4609, decode.d5.loss_dice: 0.7109, decode.d6.loss_cls: 0.2076, decode.d6.loss_mask: 0.4613, decode.d6.loss_dice: 0.7067, decode.d7.loss_cls: 0.1947, decode.d7.loss_mask: 0.4629, decode.d7.loss_dice: 0.7101, decode.d8.loss_cls: 0.2005, decode.d8.loss_mask: 0.4615, decode.d8.loss_dice: 0.7033, loss: 15.7896 2022-04-27 13:25:16,062 - mmseg - INFO - Iter [122100/160000] lr: 3.401e-07, eta: 11:25:18, time: 1.110, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1949, decode.loss_mask: 0.4544, decode.loss_dice: 0.6867, decode.d0.loss_cls: 1.8512, decode.d0.loss_mask: 0.4947, decode.d0.loss_dice: 0.7928, decode.d1.loss_cls: 0.2634, decode.d1.loss_mask: 0.4683, decode.d1.loss_dice: 0.7262, decode.d2.loss_cls: 0.2406, decode.d2.loss_mask: 0.4639, decode.d2.loss_dice: 0.7098, decode.d3.loss_cls: 0.2113, decode.d3.loss_mask: 0.4593, decode.d3.loss_dice: 0.6966, decode.d4.loss_cls: 0.2008, decode.d4.loss_mask: 0.4580, decode.d4.loss_dice: 0.6971, decode.d5.loss_cls: 0.1996, decode.d5.loss_mask: 0.4580, decode.d5.loss_dice: 0.6970, decode.d6.loss_cls: 0.1930, decode.d6.loss_mask: 0.4571, decode.d6.loss_dice: 0.6914, decode.d7.loss_cls: 0.1961, decode.d7.loss_mask: 0.4558, decode.d7.loss_dice: 0.6897, decode.d8.loss_cls: 0.1970, decode.d8.loss_mask: 0.4552, decode.d8.loss_dice: 0.6874, loss: 15.4472 2022-04-27 13:26:10,613 - mmseg - INFO - Iter [122150/160000] lr: 3.397e-07, eta: 11:24:24, time: 1.091, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2118, decode.loss_mask: 0.4514, decode.loss_dice: 0.6968, decode.d0.loss_cls: 1.8887, decode.d0.loss_mask: 0.4954, decode.d0.loss_dice: 0.8086, decode.d1.loss_cls: 0.3090, decode.d1.loss_mask: 0.4649, decode.d1.loss_dice: 0.7404, decode.d2.loss_cls: 0.2616, decode.d2.loss_mask: 0.4603, decode.d2.loss_dice: 0.7236, decode.d3.loss_cls: 0.2358, decode.d3.loss_mask: 0.4577, decode.d3.loss_dice: 0.7092, decode.d4.loss_cls: 0.2266, decode.d4.loss_mask: 0.4562, decode.d4.loss_dice: 0.7019, decode.d5.loss_cls: 0.2244, decode.d5.loss_mask: 0.4542, decode.d5.loss_dice: 0.7053, decode.d6.loss_cls: 0.2147, decode.d6.loss_mask: 0.4533, decode.d6.loss_dice: 0.6986, decode.d7.loss_cls: 0.2163, decode.d7.loss_mask: 0.4527, decode.d7.loss_dice: 0.6999, decode.d8.loss_cls: 0.2112, decode.d8.loss_mask: 0.4519, decode.d8.loss_dice: 0.6998, loss: 15.7823 2022-04-27 13:27:04,661 - mmseg - INFO - Iter [122200/160000] lr: 3.392e-07, eta: 11:23:29, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1786, decode.loss_mask: 0.4530, decode.loss_dice: 0.6955, decode.d0.loss_cls: 1.8315, decode.d0.loss_mask: 0.4956, decode.d0.loss_dice: 0.7943, decode.d1.loss_cls: 0.2730, decode.d1.loss_mask: 0.4691, decode.d1.loss_dice: 0.7346, decode.d2.loss_cls: 0.2231, decode.d2.loss_mask: 0.4620, decode.d2.loss_dice: 0.7145, decode.d3.loss_cls: 0.1948, decode.d3.loss_mask: 0.4567, decode.d3.loss_dice: 0.7026, decode.d4.loss_cls: 0.1910, decode.d4.loss_mask: 0.4553, decode.d4.loss_dice: 0.6983, decode.d5.loss_cls: 0.1868, decode.d5.loss_mask: 0.4542, decode.d5.loss_dice: 0.6982, decode.d6.loss_cls: 0.1828, decode.d6.loss_mask: 0.4539, decode.d6.loss_dice: 0.6934, decode.d7.loss_cls: 0.1784, decode.d7.loss_mask: 0.4556, decode.d7.loss_dice: 0.6952, decode.d8.loss_cls: 0.1781, decode.d8.loss_mask: 0.4544, decode.d8.loss_dice: 0.6935, loss: 15.3478 2022-04-27 13:27:59,614 - mmseg - INFO - Iter [122250/160000] lr: 3.388e-07, eta: 11:22:35, time: 1.099, data_time: 0.013, memory: 64049, decode.loss_cls: 0.2022, decode.loss_mask: 0.4491, decode.loss_dice: 0.6902, decode.d0.loss_cls: 1.8200, decode.d0.loss_mask: 0.4939, decode.d0.loss_dice: 0.7995, decode.d1.loss_cls: 0.2922, decode.d1.loss_mask: 0.4610, decode.d1.loss_dice: 0.7264, decode.d2.loss_cls: 0.2387, decode.d2.loss_mask: 0.4539, decode.d2.loss_dice: 0.7110, decode.d3.loss_cls: 0.2199, decode.d3.loss_mask: 0.4510, decode.d3.loss_dice: 0.6974, decode.d4.loss_cls: 0.2141, decode.d4.loss_mask: 0.4517, decode.d4.loss_dice: 0.6984, decode.d5.loss_cls: 0.2046, decode.d5.loss_mask: 0.4505, decode.d5.loss_dice: 0.6970, decode.d6.loss_cls: 0.2022, decode.d6.loss_mask: 0.4492, decode.d6.loss_dice: 0.6916, decode.d7.loss_cls: 0.2006, decode.d7.loss_mask: 0.4509, decode.d7.loss_dice: 0.6933, decode.d8.loss_cls: 0.2009, decode.d8.loss_mask: 0.4507, decode.d8.loss_dice: 0.6903, loss: 15.4525 2022-04-27 13:28:54,421 - mmseg - INFO - Iter [122300/160000] lr: 3.383e-07, eta: 11:21:41, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1796, decode.loss_mask: 0.4635, decode.loss_dice: 0.7130, decode.d0.loss_cls: 1.8188, decode.d0.loss_mask: 0.5127, decode.d0.loss_dice: 0.8279, decode.d1.loss_cls: 0.2803, decode.d1.loss_mask: 0.4838, decode.d1.loss_dice: 0.7617, decode.d2.loss_cls: 0.2319, decode.d2.loss_mask: 0.4767, decode.d2.loss_dice: 0.7352, decode.d3.loss_cls: 0.2054, decode.d3.loss_mask: 0.4715, decode.d3.loss_dice: 0.7235, decode.d4.loss_cls: 0.2005, decode.d4.loss_mask: 0.4694, decode.d4.loss_dice: 0.7221, decode.d5.loss_cls: 0.1922, decode.d5.loss_mask: 0.4681, decode.d5.loss_dice: 0.7175, decode.d6.loss_cls: 0.1879, decode.d6.loss_mask: 0.4661, decode.d6.loss_dice: 0.7177, decode.d7.loss_cls: 0.1865, decode.d7.loss_mask: 0.4662, decode.d7.loss_dice: 0.7197, decode.d8.loss_cls: 0.1818, decode.d8.loss_mask: 0.4657, decode.d8.loss_dice: 0.7178, loss: 15.7648 2022-04-27 13:29:49,615 - mmseg - INFO - Iter [122350/160000] lr: 3.379e-07, eta: 11:20:47, time: 1.104, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2093, decode.loss_mask: 0.4552, decode.loss_dice: 0.6973, decode.d0.loss_cls: 1.8581, decode.d0.loss_mask: 0.4963, decode.d0.loss_dice: 0.8118, decode.d1.loss_cls: 0.2991, decode.d1.loss_mask: 0.4658, decode.d1.loss_dice: 0.7359, decode.d2.loss_cls: 0.2481, decode.d2.loss_mask: 0.4589, decode.d2.loss_dice: 0.7161, decode.d3.loss_cls: 0.2293, decode.d3.loss_mask: 0.4596, decode.d3.loss_dice: 0.7071, decode.d4.loss_cls: 0.2178, decode.d4.loss_mask: 0.4593, decode.d4.loss_dice: 0.7047, decode.d5.loss_cls: 0.2190, decode.d5.loss_mask: 0.4567, decode.d5.loss_dice: 0.7025, decode.d6.loss_cls: 0.2147, decode.d6.loss_mask: 0.4568, decode.d6.loss_dice: 0.7041, decode.d7.loss_cls: 0.2081, decode.d7.loss_mask: 0.4550, decode.d7.loss_dice: 0.7006, decode.d8.loss_cls: 0.2016, decode.d8.loss_mask: 0.4548, decode.d8.loss_dice: 0.7021, loss: 15.7054 2022-04-27 13:30:44,724 - mmseg - INFO - Iter [122400/160000] lr: 3.374e-07, eta: 11:19:53, time: 1.102, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2116, decode.loss_mask: 0.4517, decode.loss_dice: 0.7038, decode.d0.loss_cls: 1.9250, decode.d0.loss_mask: 0.4976, decode.d0.loss_dice: 0.8153, decode.d1.loss_cls: 0.3012, decode.d1.loss_mask: 0.4680, decode.d1.loss_dice: 0.7464, decode.d2.loss_cls: 0.2487, decode.d2.loss_mask: 0.4619, decode.d2.loss_dice: 0.7251, decode.d3.loss_cls: 0.2315, decode.d3.loss_mask: 0.4567, decode.d3.loss_dice: 0.7093, decode.d4.loss_cls: 0.2221, decode.d4.loss_mask: 0.4548, decode.d4.loss_dice: 0.7109, decode.d5.loss_cls: 0.2181, decode.d5.loss_mask: 0.4537, decode.d5.loss_dice: 0.7079, decode.d6.loss_cls: 0.2129, decode.d6.loss_mask: 0.4521, decode.d6.loss_dice: 0.7051, decode.d7.loss_cls: 0.2135, decode.d7.loss_mask: 0.4517, decode.d7.loss_dice: 0.7075, decode.d8.loss_cls: 0.2084, decode.d8.loss_mask: 0.4510, decode.d8.loss_dice: 0.7053, loss: 15.8288 2022-04-27 13:31:39,029 - mmseg - INFO - Iter [122450/160000] lr: 3.370e-07, eta: 11:18:59, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1845, decode.loss_mask: 0.4486, decode.loss_dice: 0.7059, decode.d0.loss_cls: 1.8643, decode.d0.loss_mask: 0.4977, decode.d0.loss_dice: 0.8074, decode.d1.loss_cls: 0.2787, decode.d1.loss_mask: 0.4670, decode.d1.loss_dice: 0.7431, decode.d2.loss_cls: 0.2267, decode.d2.loss_mask: 0.4586, decode.d2.loss_dice: 0.7211, decode.d3.loss_cls: 0.2092, decode.d3.loss_mask: 0.4530, decode.d3.loss_dice: 0.7117, decode.d4.loss_cls: 0.2072, decode.d4.loss_mask: 0.4505, decode.d4.loss_dice: 0.7116, decode.d5.loss_cls: 0.1966, decode.d5.loss_mask: 0.4503, decode.d5.loss_dice: 0.7145, decode.d6.loss_cls: 0.1938, decode.d6.loss_mask: 0.4506, decode.d6.loss_dice: 0.7086, decode.d7.loss_cls: 0.1917, decode.d7.loss_mask: 0.4493, decode.d7.loss_dice: 0.7055, decode.d8.loss_cls: 0.1843, decode.d8.loss_mask: 0.4505, decode.d8.loss_dice: 0.7045, loss: 15.5470 2022-04-27 13:32:33,489 - mmseg - INFO - Iter [122500/160000] lr: 3.365e-07, eta: 11:18:05, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1879, decode.loss_mask: 0.4278, decode.loss_dice: 0.6755, decode.d0.loss_cls: 1.8726, decode.d0.loss_mask: 0.4658, decode.d0.loss_dice: 0.7843, decode.d1.loss_cls: 0.2697, decode.d1.loss_mask: 0.4477, decode.d1.loss_dice: 0.7172, decode.d2.loss_cls: 0.2258, decode.d2.loss_mask: 0.4349, decode.d2.loss_dice: 0.6944, decode.d3.loss_cls: 0.2066, decode.d3.loss_mask: 0.4298, decode.d3.loss_dice: 0.6796, decode.d4.loss_cls: 0.1994, decode.d4.loss_mask: 0.4308, decode.d4.loss_dice: 0.6818, decode.d5.loss_cls: 0.1936, decode.d5.loss_mask: 0.4278, decode.d5.loss_dice: 0.6800, decode.d6.loss_cls: 0.1894, decode.d6.loss_mask: 0.4293, decode.d6.loss_dice: 0.6745, decode.d7.loss_cls: 0.1913, decode.d7.loss_mask: 0.4287, decode.d7.loss_dice: 0.6726, decode.d8.loss_cls: 0.1880, decode.d8.loss_mask: 0.4288, decode.d8.loss_dice: 0.6734, loss: 15.0090 2022-04-27 13:33:31,689 - mmseg - INFO - Iter [122550/160000] lr: 3.361e-07, eta: 11:17:12, time: 1.164, data_time: 0.066, memory: 64049, decode.loss_cls: 0.1883, decode.loss_mask: 0.4439, decode.loss_dice: 0.6906, decode.d0.loss_cls: 1.8230, decode.d0.loss_mask: 0.4879, decode.d0.loss_dice: 0.7965, decode.d1.loss_cls: 0.2645, decode.d1.loss_mask: 0.4632, decode.d1.loss_dice: 0.7352, decode.d2.loss_cls: 0.2242, decode.d2.loss_mask: 0.4532, decode.d2.loss_dice: 0.7126, decode.d3.loss_cls: 0.2024, decode.d3.loss_mask: 0.4490, decode.d3.loss_dice: 0.6998, decode.d4.loss_cls: 0.2019, decode.d4.loss_mask: 0.4481, decode.d4.loss_dice: 0.6965, decode.d5.loss_cls: 0.1995, decode.d5.loss_mask: 0.4472, decode.d5.loss_dice: 0.6953, decode.d6.loss_cls: 0.1959, decode.d6.loss_mask: 0.4446, decode.d6.loss_dice: 0.6881, decode.d7.loss_cls: 0.1864, decode.d7.loss_mask: 0.4449, decode.d7.loss_dice: 0.6927, decode.d8.loss_cls: 0.1859, decode.d8.loss_mask: 0.4445, decode.d8.loss_dice: 0.6933, loss: 15.2991 2022-04-27 13:34:26,565 - mmseg - INFO - Iter [122600/160000] lr: 3.356e-07, eta: 11:16:18, time: 1.098, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1758, decode.loss_mask: 0.4375, decode.loss_dice: 0.6931, decode.d0.loss_cls: 1.8215, decode.d0.loss_mask: 0.4821, decode.d0.loss_dice: 0.8033, decode.d1.loss_cls: 0.2599, decode.d1.loss_mask: 0.4541, decode.d1.loss_dice: 0.7346, decode.d2.loss_cls: 0.2203, decode.d2.loss_mask: 0.4464, decode.d2.loss_dice: 0.7097, decode.d3.loss_cls: 0.1954, decode.d3.loss_mask: 0.4422, decode.d3.loss_dice: 0.6985, decode.d4.loss_cls: 0.1922, decode.d4.loss_mask: 0.4401, decode.d4.loss_dice: 0.6989, decode.d5.loss_cls: 0.1879, decode.d5.loss_mask: 0.4380, decode.d5.loss_dice: 0.6945, decode.d6.loss_cls: 0.1791, decode.d6.loss_mask: 0.4388, decode.d6.loss_dice: 0.6938, decode.d7.loss_cls: 0.1766, decode.d7.loss_mask: 0.4385, decode.d7.loss_dice: 0.6945, decode.d8.loss_cls: 0.1754, decode.d8.loss_mask: 0.4373, decode.d8.loss_dice: 0.6887, loss: 15.1484 2022-04-27 13:35:20,588 - mmseg - INFO - Iter [122650/160000] lr: 3.352e-07, eta: 11:15:23, time: 1.081, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1876, decode.loss_mask: 0.4393, decode.loss_dice: 0.6757, decode.d0.loss_cls: 1.8334, decode.d0.loss_mask: 0.4842, decode.d0.loss_dice: 0.7905, decode.d1.loss_cls: 0.2693, decode.d1.loss_mask: 0.4584, decode.d1.loss_dice: 0.7179, decode.d2.loss_cls: 0.2302, decode.d2.loss_mask: 0.4471, decode.d2.loss_dice: 0.7014, decode.d3.loss_cls: 0.2076, decode.d3.loss_mask: 0.4426, decode.d3.loss_dice: 0.6848, decode.d4.loss_cls: 0.1966, decode.d4.loss_mask: 0.4406, decode.d4.loss_dice: 0.6827, decode.d5.loss_cls: 0.1927, decode.d5.loss_mask: 0.4404, decode.d5.loss_dice: 0.6816, decode.d6.loss_cls: 0.1918, decode.d6.loss_mask: 0.4404, decode.d6.loss_dice: 0.6774, decode.d7.loss_cls: 0.1928, decode.d7.loss_mask: 0.4377, decode.d7.loss_dice: 0.6765, decode.d8.loss_cls: 0.1887, decode.d8.loss_mask: 0.4385, decode.d8.loss_dice: 0.6771, loss: 15.1255 2022-04-27 13:36:15,271 - mmseg - INFO - Iter [122700/160000] lr: 3.347e-07, eta: 11:14:29, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1912, decode.loss_mask: 0.4439, decode.loss_dice: 0.6906, decode.d0.loss_cls: 1.8517, decode.d0.loss_mask: 0.4881, decode.d0.loss_dice: 0.8069, decode.d1.loss_cls: 0.2700, decode.d1.loss_mask: 0.4598, decode.d1.loss_dice: 0.7419, decode.d2.loss_cls: 0.2327, decode.d2.loss_mask: 0.4526, decode.d2.loss_dice: 0.7181, decode.d3.loss_cls: 0.2168, decode.d3.loss_mask: 0.4474, decode.d3.loss_dice: 0.7021, decode.d4.loss_cls: 0.2079, decode.d4.loss_mask: 0.4467, decode.d4.loss_dice: 0.6966, decode.d5.loss_cls: 0.2013, decode.d5.loss_mask: 0.4449, decode.d5.loss_dice: 0.7002, decode.d6.loss_cls: 0.1946, decode.d6.loss_mask: 0.4464, decode.d6.loss_dice: 0.6963, decode.d7.loss_cls: 0.1938, decode.d7.loss_mask: 0.4448, decode.d7.loss_dice: 0.6960, decode.d8.loss_cls: 0.1932, decode.d8.loss_mask: 0.4436, decode.d8.loss_dice: 0.6917, loss: 15.4122 2022-04-27 13:37:10,062 - mmseg - INFO - Iter [122750/160000] lr: 3.343e-07, eta: 11:13:35, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2006, decode.loss_mask: 0.4484, decode.loss_dice: 0.7046, decode.d0.loss_cls: 1.8855, decode.d0.loss_mask: 0.4976, decode.d0.loss_dice: 0.8182, decode.d1.loss_cls: 0.2855, decode.d1.loss_mask: 0.4671, decode.d1.loss_dice: 0.7574, decode.d2.loss_cls: 0.2477, decode.d2.loss_mask: 0.4576, decode.d2.loss_dice: 0.7300, decode.d3.loss_cls: 0.2195, decode.d3.loss_mask: 0.4524, decode.d3.loss_dice: 0.7148, decode.d4.loss_cls: 0.2122, decode.d4.loss_mask: 0.4516, decode.d4.loss_dice: 0.7119, decode.d5.loss_cls: 0.2039, decode.d5.loss_mask: 0.4503, decode.d5.loss_dice: 0.7152, decode.d6.loss_cls: 0.2074, decode.d6.loss_mask: 0.4499, decode.d6.loss_dice: 0.7093, decode.d7.loss_cls: 0.2026, decode.d7.loss_mask: 0.4497, decode.d7.loss_dice: 0.7072, decode.d8.loss_cls: 0.1997, decode.d8.loss_mask: 0.4481, decode.d8.loss_dice: 0.7084, loss: 15.7142 2022-04-27 13:38:04,360 - mmseg - INFO - Iter [122800/160000] lr: 3.338e-07, eta: 11:12:41, time: 1.086, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1687, decode.loss_mask: 0.4437, decode.loss_dice: 0.6947, decode.d0.loss_cls: 1.8395, decode.d0.loss_mask: 0.4828, decode.d0.loss_dice: 0.8022, decode.d1.loss_cls: 0.2537, decode.d1.loss_mask: 0.4556, decode.d1.loss_dice: 0.7361, decode.d2.loss_cls: 0.2006, decode.d2.loss_mask: 0.4490, decode.d2.loss_dice: 0.7118, decode.d3.loss_cls: 0.1848, decode.d3.loss_mask: 0.4470, decode.d3.loss_dice: 0.7030, decode.d4.loss_cls: 0.1830, decode.d4.loss_mask: 0.4450, decode.d4.loss_dice: 0.7043, decode.d5.loss_cls: 0.1804, decode.d5.loss_mask: 0.4457, decode.d5.loss_dice: 0.7029, decode.d6.loss_cls: 0.1748, decode.d6.loss_mask: 0.4435, decode.d6.loss_dice: 0.6956, decode.d7.loss_cls: 0.1698, decode.d7.loss_mask: 0.4449, decode.d7.loss_dice: 0.7033, decode.d8.loss_cls: 0.1697, decode.d8.loss_mask: 0.4438, decode.d8.loss_dice: 0.6957, loss: 15.1756 2022-04-27 13:38:57,784 - mmseg - INFO - Iter [122850/160000] lr: 3.334e-07, eta: 11:11:47, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1953, decode.loss_mask: 0.4392, decode.loss_dice: 0.7086, decode.d0.loss_cls: 1.9030, decode.d0.loss_mask: 0.4819, decode.d0.loss_dice: 0.8106, decode.d1.loss_cls: 0.2741, decode.d1.loss_mask: 0.4568, decode.d1.loss_dice: 0.7486, decode.d2.loss_cls: 0.2416, decode.d2.loss_mask: 0.4499, decode.d2.loss_dice: 0.7265, decode.d3.loss_cls: 0.2218, decode.d3.loss_mask: 0.4441, decode.d3.loss_dice: 0.7128, decode.d4.loss_cls: 0.2155, decode.d4.loss_mask: 0.4431, decode.d4.loss_dice: 0.7141, decode.d5.loss_cls: 0.1995, decode.d5.loss_mask: 0.4443, decode.d5.loss_dice: 0.7160, decode.d6.loss_cls: 0.2064, decode.d6.loss_mask: 0.4417, decode.d6.loss_dice: 0.7074, decode.d7.loss_cls: 0.1991, decode.d7.loss_mask: 0.4400, decode.d7.loss_dice: 0.7051, decode.d8.loss_cls: 0.2033, decode.d8.loss_mask: 0.4407, decode.d8.loss_dice: 0.7075, loss: 15.5985 2022-04-27 13:39:50,350 - mmseg - INFO - Iter [122900/160000] lr: 3.329e-07, eta: 11:10:52, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1937, decode.loss_mask: 0.4226, decode.loss_dice: 0.6853, decode.d0.loss_cls: 1.8644, decode.d0.loss_mask: 0.4650, decode.d0.loss_dice: 0.7920, decode.d1.loss_cls: 0.2845, decode.d1.loss_mask: 0.4402, decode.d1.loss_dice: 0.7232, decode.d2.loss_cls: 0.2369, decode.d2.loss_mask: 0.4314, decode.d2.loss_dice: 0.7038, decode.d3.loss_cls: 0.2125, decode.d3.loss_mask: 0.4279, decode.d3.loss_dice: 0.6945, decode.d4.loss_cls: 0.1968, decode.d4.loss_mask: 0.4265, decode.d4.loss_dice: 0.6981, decode.d5.loss_cls: 0.1999, decode.d5.loss_mask: 0.4254, decode.d5.loss_dice: 0.6921, decode.d6.loss_cls: 0.1984, decode.d6.loss_mask: 0.4249, decode.d6.loss_dice: 0.6921, decode.d7.loss_cls: 0.1944, decode.d7.loss_mask: 0.4252, decode.d7.loss_dice: 0.6907, decode.d8.loss_cls: 0.1904, decode.d8.loss_mask: 0.4242, decode.d8.loss_dice: 0.6889, loss: 15.1459 2022-04-27 13:40:44,448 - mmseg - INFO - Iter [122950/160000] lr: 3.325e-07, eta: 11:09:58, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1878, decode.loss_mask: 0.4413, decode.loss_dice: 0.6586, decode.d0.loss_cls: 1.8273, decode.d0.loss_mask: 0.4839, decode.d0.loss_dice: 0.7604, decode.d1.loss_cls: 0.2596, decode.d1.loss_mask: 0.4568, decode.d1.loss_dice: 0.7050, decode.d2.loss_cls: 0.2217, decode.d2.loss_mask: 0.4496, decode.d2.loss_dice: 0.6843, decode.d3.loss_cls: 0.2036, decode.d3.loss_mask: 0.4462, decode.d3.loss_dice: 0.6693, decode.d4.loss_cls: 0.2008, decode.d4.loss_mask: 0.4439, decode.d4.loss_dice: 0.6690, decode.d5.loss_cls: 0.1935, decode.d5.loss_mask: 0.4436, decode.d5.loss_dice: 0.6670, decode.d6.loss_cls: 0.1926, decode.d6.loss_mask: 0.4434, decode.d6.loss_dice: 0.6644, decode.d7.loss_cls: 0.1883, decode.d7.loss_mask: 0.4425, decode.d7.loss_dice: 0.6608, decode.d8.loss_cls: 0.1868, decode.d8.loss_mask: 0.4411, decode.d8.loss_dice: 0.6584, loss: 14.9516 2022-04-27 13:41:39,149 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 13:41:39,151 - mmseg - INFO - Iter [123000/160000] lr: 3.320e-07, eta: 11:09:03, time: 1.093, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1777, decode.loss_mask: 0.4332, decode.loss_dice: 0.6918, decode.d0.loss_cls: 1.8595, decode.d0.loss_mask: 0.4750, decode.d0.loss_dice: 0.7910, decode.d1.loss_cls: 0.2598, decode.d1.loss_mask: 0.4525, decode.d1.loss_dice: 0.7292, decode.d2.loss_cls: 0.2178, decode.d2.loss_mask: 0.4454, decode.d2.loss_dice: 0.7145, decode.d3.loss_cls: 0.1983, decode.d3.loss_mask: 0.4397, decode.d3.loss_dice: 0.6988, decode.d4.loss_cls: 0.1929, decode.d4.loss_mask: 0.4374, decode.d4.loss_dice: 0.6977, decode.d5.loss_cls: 0.1849, decode.d5.loss_mask: 0.4371, decode.d5.loss_dice: 0.6986, decode.d6.loss_cls: 0.1775, decode.d6.loss_mask: 0.4354, decode.d6.loss_dice: 0.6932, decode.d7.loss_cls: 0.1797, decode.d7.loss_mask: 0.4337, decode.d7.loss_dice: 0.6939, decode.d8.loss_cls: 0.1791, decode.d8.loss_mask: 0.4326, decode.d8.loss_dice: 0.6923, loss: 15.1501 2022-04-27 13:42:33,223 - mmseg - INFO - Iter [123050/160000] lr: 3.316e-07, eta: 11:08:09, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2023, decode.loss_mask: 0.4296, decode.loss_dice: 0.6789, decode.d0.loss_cls: 1.8438, decode.d0.loss_mask: 0.4749, decode.d0.loss_dice: 0.7931, decode.d1.loss_cls: 0.2976, decode.d1.loss_mask: 0.4469, decode.d1.loss_dice: 0.7280, decode.d2.loss_cls: 0.2530, decode.d2.loss_mask: 0.4377, decode.d2.loss_dice: 0.7060, decode.d3.loss_cls: 0.2257, decode.d3.loss_mask: 0.4352, decode.d3.loss_dice: 0.6883, decode.d4.loss_cls: 0.2166, decode.d4.loss_mask: 0.4339, decode.d4.loss_dice: 0.6887, decode.d5.loss_cls: 0.2151, decode.d5.loss_mask: 0.4317, decode.d5.loss_dice: 0.6855, decode.d6.loss_cls: 0.2106, decode.d6.loss_mask: 0.4317, decode.d6.loss_dice: 0.6813, decode.d7.loss_cls: 0.2084, decode.d7.loss_mask: 0.4303, decode.d7.loss_dice: 0.6810, decode.d8.loss_cls: 0.2060, decode.d8.loss_mask: 0.4300, decode.d8.loss_dice: 0.6801, loss: 15.2718 2022-04-27 13:43:26,517 - mmseg - INFO - Iter [123100/160000] lr: 3.311e-07, eta: 11:07:15, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1848, decode.loss_mask: 0.4472, decode.loss_dice: 0.7178, decode.d0.loss_cls: 1.8989, decode.d0.loss_mask: 0.4934, decode.d0.loss_dice: 0.8190, decode.d1.loss_cls: 0.2756, decode.d1.loss_mask: 0.4634, decode.d1.loss_dice: 0.7605, decode.d2.loss_cls: 0.2193, decode.d2.loss_mask: 0.4570, decode.d2.loss_dice: 0.7414, decode.d3.loss_cls: 0.2074, decode.d3.loss_mask: 0.4544, decode.d3.loss_dice: 0.7280, decode.d4.loss_cls: 0.1947, decode.d4.loss_mask: 0.4520, decode.d4.loss_dice: 0.7263, decode.d5.loss_cls: 0.1935, decode.d5.loss_mask: 0.4495, decode.d5.loss_dice: 0.7221, decode.d6.loss_cls: 0.1864, decode.d6.loss_mask: 0.4495, decode.d6.loss_dice: 0.7221, decode.d7.loss_cls: 0.1885, decode.d7.loss_mask: 0.4480, decode.d7.loss_dice: 0.7232, decode.d8.loss_cls: 0.1940, decode.d8.loss_mask: 0.4481, decode.d8.loss_dice: 0.7191, loss: 15.6852 2022-04-27 13:44:20,222 - mmseg - INFO - Iter [123150/160000] lr: 3.307e-07, eta: 11:06:20, time: 1.074, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1879, decode.loss_mask: 0.4419, decode.loss_dice: 0.7078, decode.d0.loss_cls: 1.8551, decode.d0.loss_mask: 0.4883, decode.d0.loss_dice: 0.8234, decode.d1.loss_cls: 0.2701, decode.d1.loss_mask: 0.4599, decode.d1.loss_dice: 0.7565, decode.d2.loss_cls: 0.2250, decode.d2.loss_mask: 0.4515, decode.d2.loss_dice: 0.7366, decode.d3.loss_cls: 0.2020, decode.d3.loss_mask: 0.4476, decode.d3.loss_dice: 0.7171, decode.d4.loss_cls: 0.2008, decode.d4.loss_mask: 0.4453, decode.d4.loss_dice: 0.7143, decode.d5.loss_cls: 0.1957, decode.d5.loss_mask: 0.4445, decode.d5.loss_dice: 0.7120, decode.d6.loss_cls: 0.1931, decode.d6.loss_mask: 0.4442, decode.d6.loss_dice: 0.7075, decode.d7.loss_cls: 0.1908, decode.d7.loss_mask: 0.4432, decode.d7.loss_dice: 0.7054, decode.d8.loss_cls: 0.1932, decode.d8.loss_mask: 0.4424, decode.d8.loss_dice: 0.7080, loss: 15.5111 2022-04-27 13:45:14,618 - mmseg - INFO - Iter [123200/160000] lr: 3.302e-07, eta: 11:05:26, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1929, decode.loss_mask: 0.4416, decode.loss_dice: 0.7039, decode.d0.loss_cls: 1.8523, decode.d0.loss_mask: 0.4873, decode.d0.loss_dice: 0.8108, decode.d1.loss_cls: 0.2771, decode.d1.loss_mask: 0.4566, decode.d1.loss_dice: 0.7489, decode.d2.loss_cls: 0.2324, decode.d2.loss_mask: 0.4492, decode.d2.loss_dice: 0.7245, decode.d3.loss_cls: 0.2169, decode.d3.loss_mask: 0.4470, decode.d3.loss_dice: 0.7118, decode.d4.loss_cls: 0.2100, decode.d4.loss_mask: 0.4449, decode.d4.loss_dice: 0.7146, decode.d5.loss_cls: 0.2023, decode.d5.loss_mask: 0.4437, decode.d5.loss_dice: 0.7128, decode.d6.loss_cls: 0.1989, decode.d6.loss_mask: 0.4433, decode.d6.loss_dice: 0.7081, decode.d7.loss_cls: 0.1993, decode.d7.loss_mask: 0.4441, decode.d7.loss_dice: 0.7069, decode.d8.loss_cls: 0.2079, decode.d8.loss_mask: 0.4411, decode.d8.loss_dice: 0.7056, loss: 15.5368 2022-04-27 13:46:08,061 - mmseg - INFO - Iter [123250/160000] lr: 3.298e-07, eta: 11:04:31, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1853, decode.loss_mask: 0.4371, decode.loss_dice: 0.6931, decode.d0.loss_cls: 1.8948, decode.d0.loss_mask: 0.4813, decode.d0.loss_dice: 0.8005, decode.d1.loss_cls: 0.2684, decode.d1.loss_mask: 0.4543, decode.d1.loss_dice: 0.7412, decode.d2.loss_cls: 0.2273, decode.d2.loss_mask: 0.4469, decode.d2.loss_dice: 0.7179, decode.d3.loss_cls: 0.2046, decode.d3.loss_mask: 0.4435, decode.d3.loss_dice: 0.7049, decode.d4.loss_cls: 0.1905, decode.d4.loss_mask: 0.4408, decode.d4.loss_dice: 0.7073, decode.d5.loss_cls: 0.1892, decode.d5.loss_mask: 0.4397, decode.d5.loss_dice: 0.7000, decode.d6.loss_cls: 0.1951, decode.d6.loss_mask: 0.4392, decode.d6.loss_dice: 0.6937, decode.d7.loss_cls: 0.1857, decode.d7.loss_mask: 0.4384, decode.d7.loss_dice: 0.6972, decode.d8.loss_cls: 0.1936, decode.d8.loss_mask: 0.4367, decode.d8.loss_dice: 0.6953, loss: 15.3437 2022-04-27 13:47:01,997 - mmseg - INFO - Iter [123300/160000] lr: 3.293e-07, eta: 11:03:37, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1789, decode.loss_mask: 0.4244, decode.loss_dice: 0.6941, decode.d0.loss_cls: 1.9141, decode.d0.loss_mask: 0.4676, decode.d0.loss_dice: 0.8066, decode.d1.loss_cls: 0.2724, decode.d1.loss_mask: 0.4424, decode.d1.loss_dice: 0.7439, decode.d2.loss_cls: 0.2229, decode.d2.loss_mask: 0.4307, decode.d2.loss_dice: 0.7180, decode.d3.loss_cls: 0.2076, decode.d3.loss_mask: 0.4273, decode.d3.loss_dice: 0.7054, decode.d4.loss_cls: 0.1974, decode.d4.loss_mask: 0.4273, decode.d4.loss_dice: 0.7052, decode.d5.loss_cls: 0.1888, decode.d5.loss_mask: 0.4243, decode.d5.loss_dice: 0.7005, decode.d6.loss_cls: 0.1948, decode.d6.loss_mask: 0.4222, decode.d6.loss_dice: 0.6984, decode.d7.loss_cls: 0.1870, decode.d7.loss_mask: 0.4231, decode.d7.loss_dice: 0.6974, decode.d8.loss_cls: 0.1820, decode.d8.loss_mask: 0.4227, decode.d8.loss_dice: 0.6982, loss: 15.2257 2022-04-27 13:47:56,119 - mmseg - INFO - Iter [123350/160000] lr: 3.289e-07, eta: 11:02:43, time: 1.082, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1864, decode.loss_mask: 0.4616, decode.loss_dice: 0.6971, decode.d0.loss_cls: 1.8344, decode.d0.loss_mask: 0.5032, decode.d0.loss_dice: 0.7981, decode.d1.loss_cls: 0.2678, decode.d1.loss_mask: 0.4746, decode.d1.loss_dice: 0.7322, decode.d2.loss_cls: 0.2153, decode.d2.loss_mask: 0.4692, decode.d2.loss_dice: 0.7133, decode.d3.loss_cls: 0.2014, decode.d3.loss_mask: 0.4679, decode.d3.loss_dice: 0.7021, decode.d4.loss_cls: 0.2006, decode.d4.loss_mask: 0.4658, decode.d4.loss_dice: 0.7003, decode.d5.loss_cls: 0.1948, decode.d5.loss_mask: 0.4653, decode.d5.loss_dice: 0.6983, decode.d6.loss_cls: 0.1927, decode.d6.loss_mask: 0.4633, decode.d6.loss_dice: 0.6978, decode.d7.loss_cls: 0.1893, decode.d7.loss_mask: 0.4629, decode.d7.loss_dice: 0.6970, decode.d8.loss_cls: 0.1870, decode.d8.loss_mask: 0.4616, decode.d8.loss_dice: 0.6941, loss: 15.4954 2022-04-27 13:48:50,507 - mmseg - INFO - Iter [123400/160000] lr: 3.284e-07, eta: 11:01:49, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2018, decode.loss_mask: 0.4663, decode.loss_dice: 0.7185, decode.d0.loss_cls: 1.8860, decode.d0.loss_mask: 0.5129, decode.d0.loss_dice: 0.8312, decode.d1.loss_cls: 0.2855, decode.d1.loss_mask: 0.4833, decode.d1.loss_dice: 0.7646, decode.d2.loss_cls: 0.2445, decode.d2.loss_mask: 0.4733, decode.d2.loss_dice: 0.7435, decode.d3.loss_cls: 0.2205, decode.d3.loss_mask: 0.4693, decode.d3.loss_dice: 0.7292, decode.d4.loss_cls: 0.2163, decode.d4.loss_mask: 0.4701, decode.d4.loss_dice: 0.7309, decode.d5.loss_cls: 0.2068, decode.d5.loss_mask: 0.4695, decode.d5.loss_dice: 0.7236, decode.d6.loss_cls: 0.2010, decode.d6.loss_mask: 0.4675, decode.d6.loss_dice: 0.7199, decode.d7.loss_cls: 0.2002, decode.d7.loss_mask: 0.4660, decode.d7.loss_dice: 0.7209, decode.d8.loss_cls: 0.2000, decode.d8.loss_mask: 0.4662, decode.d8.loss_dice: 0.7208, loss: 16.0100 2022-04-27 13:49:45,229 - mmseg - INFO - Iter [123450/160000] lr: 3.280e-07, eta: 11:00:55, time: 1.094, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1823, decode.loss_mask: 0.4368, decode.loss_dice: 0.6968, decode.d0.loss_cls: 1.8575, decode.d0.loss_mask: 0.4766, decode.d0.loss_dice: 0.8003, decode.d1.loss_cls: 0.2627, decode.d1.loss_mask: 0.4509, decode.d1.loss_dice: 0.7402, decode.d2.loss_cls: 0.2174, decode.d2.loss_mask: 0.4461, decode.d2.loss_dice: 0.7259, decode.d3.loss_cls: 0.2026, decode.d3.loss_mask: 0.4400, decode.d3.loss_dice: 0.7047, decode.d4.loss_cls: 0.1914, decode.d4.loss_mask: 0.4394, decode.d4.loss_dice: 0.7039, decode.d5.loss_cls: 0.1848, decode.d5.loss_mask: 0.4393, decode.d5.loss_dice: 0.7047, decode.d6.loss_cls: 0.1809, decode.d6.loss_mask: 0.4361, decode.d6.loss_dice: 0.6949, decode.d7.loss_cls: 0.1832, decode.d7.loss_mask: 0.4362, decode.d7.loss_dice: 0.6981, decode.d8.loss_cls: 0.1847, decode.d8.loss_mask: 0.4369, decode.d8.loss_dice: 0.6984, loss: 15.2536 2022-04-27 13:50:39,199 - mmseg - INFO - Iter [123500/160000] lr: 3.275e-07, eta: 11:00:00, time: 1.080, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1901, decode.loss_mask: 0.4584, decode.loss_dice: 0.7037, decode.d0.loss_cls: 1.8392, decode.d0.loss_mask: 0.5055, decode.d0.loss_dice: 0.8129, decode.d1.loss_cls: 0.2667, decode.d1.loss_mask: 0.4772, decode.d1.loss_dice: 0.7490, decode.d2.loss_cls: 0.2186, decode.d2.loss_mask: 0.4691, decode.d2.loss_dice: 0.7268, decode.d3.loss_cls: 0.2064, decode.d3.loss_mask: 0.4633, decode.d3.loss_dice: 0.7167, decode.d4.loss_cls: 0.1965, decode.d4.loss_mask: 0.4633, decode.d4.loss_dice: 0.7134, decode.d5.loss_cls: 0.1934, decode.d5.loss_mask: 0.4594, decode.d5.loss_dice: 0.7106, decode.d6.loss_cls: 0.1930, decode.d6.loss_mask: 0.4621, decode.d6.loss_dice: 0.7101, decode.d7.loss_cls: 0.1934, decode.d7.loss_mask: 0.4603, decode.d7.loss_dice: 0.7089, decode.d8.loss_cls: 0.1906, decode.d8.loss_mask: 0.4598, decode.d8.loss_dice: 0.7049, loss: 15.6235 2022-04-27 13:51:32,558 - mmseg - INFO - Iter [123550/160000] lr: 3.271e-07, eta: 10:59:06, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1936, decode.loss_mask: 0.4611, decode.loss_dice: 0.7150, decode.d0.loss_cls: 1.8606, decode.d0.loss_mask: 0.5079, decode.d0.loss_dice: 0.8322, decode.d1.loss_cls: 0.2686, decode.d1.loss_mask: 0.4850, decode.d1.loss_dice: 0.7628, decode.d2.loss_cls: 0.2244, decode.d2.loss_mask: 0.4746, decode.d2.loss_dice: 0.7413, decode.d3.loss_cls: 0.2080, decode.d3.loss_mask: 0.4676, decode.d3.loss_dice: 0.7256, decode.d4.loss_cls: 0.2001, decode.d4.loss_mask: 0.4669, decode.d4.loss_dice: 0.7236, decode.d5.loss_cls: 0.2001, decode.d5.loss_mask: 0.4635, decode.d5.loss_dice: 0.7220, decode.d6.loss_cls: 0.1899, decode.d6.loss_mask: 0.4635, decode.d6.loss_dice: 0.7161, decode.d7.loss_cls: 0.1928, decode.d7.loss_mask: 0.4622, decode.d7.loss_dice: 0.7165, decode.d8.loss_cls: 0.1956, decode.d8.loss_mask: 0.4618, decode.d8.loss_dice: 0.7118, loss: 15.8148 2022-04-27 13:52:26,507 - mmseg - INFO - Iter [123600/160000] lr: 3.267e-07, eta: 10:58:11, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1849, decode.loss_mask: 0.4293, decode.loss_dice: 0.6967, decode.d0.loss_cls: 1.8612, decode.d0.loss_mask: 0.4759, decode.d0.loss_dice: 0.8050, decode.d1.loss_cls: 0.2851, decode.d1.loss_mask: 0.4484, decode.d1.loss_dice: 0.7445, decode.d2.loss_cls: 0.2268, decode.d2.loss_mask: 0.4407, decode.d2.loss_dice: 0.7223, decode.d3.loss_cls: 0.2108, decode.d3.loss_mask: 0.4326, decode.d3.loss_dice: 0.7099, decode.d4.loss_cls: 0.2003, decode.d4.loss_mask: 0.4302, decode.d4.loss_dice: 0.7086, decode.d5.loss_cls: 0.1984, decode.d5.loss_mask: 0.4299, decode.d5.loss_dice: 0.7075, decode.d6.loss_cls: 0.1923, decode.d6.loss_mask: 0.4288, decode.d6.loss_dice: 0.7014, decode.d7.loss_cls: 0.1892, decode.d7.loss_mask: 0.4293, decode.d7.loss_dice: 0.6997, decode.d8.loss_cls: 0.1892, decode.d8.loss_mask: 0.4298, decode.d8.loss_dice: 0.6985, loss: 15.3072 2022-04-27 13:53:20,385 - mmseg - INFO - Iter [123650/160000] lr: 3.262e-07, eta: 10:57:17, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1799, decode.loss_mask: 0.4263, decode.loss_dice: 0.6745, decode.d0.loss_cls: 1.8555, decode.d0.loss_mask: 0.4625, decode.d0.loss_dice: 0.7727, decode.d1.loss_cls: 0.2709, decode.d1.loss_mask: 0.4415, decode.d1.loss_dice: 0.7105, decode.d2.loss_cls: 0.2277, decode.d2.loss_mask: 0.4338, decode.d2.loss_dice: 0.6918, decode.d3.loss_cls: 0.2157, decode.d3.loss_mask: 0.4289, decode.d3.loss_dice: 0.6780, decode.d4.loss_cls: 0.2032, decode.d4.loss_mask: 0.4271, decode.d4.loss_dice: 0.6784, decode.d5.loss_cls: 0.1998, decode.d5.loss_mask: 0.4273, decode.d5.loss_dice: 0.6764, decode.d6.loss_cls: 0.1928, decode.d6.loss_mask: 0.4245, decode.d6.loss_dice: 0.6752, decode.d7.loss_cls: 0.1946, decode.d7.loss_mask: 0.4257, decode.d7.loss_dice: 0.6715, decode.d8.loss_cls: 0.1926, decode.d8.loss_mask: 0.4256, decode.d8.loss_dice: 0.6721, loss: 14.9570 2022-04-27 13:54:14,104 - mmseg - INFO - Iter [123700/160000] lr: 3.258e-07, eta: 10:56:23, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1728, decode.loss_mask: 0.4417, decode.loss_dice: 0.6663, decode.d0.loss_cls: 1.8525, decode.d0.loss_mask: 0.4846, decode.d0.loss_dice: 0.7640, decode.d1.loss_cls: 0.2537, decode.d1.loss_mask: 0.4587, decode.d1.loss_dice: 0.7017, decode.d2.loss_cls: 0.2156, decode.d2.loss_mask: 0.4491, decode.d2.loss_dice: 0.6859, decode.d3.loss_cls: 0.1950, decode.d3.loss_mask: 0.4451, decode.d3.loss_dice: 0.6691, decode.d4.loss_cls: 0.1896, decode.d4.loss_mask: 0.4442, decode.d4.loss_dice: 0.6750, decode.d5.loss_cls: 0.1891, decode.d5.loss_mask: 0.4419, decode.d5.loss_dice: 0.6682, decode.d6.loss_cls: 0.1827, decode.d6.loss_mask: 0.4432, decode.d6.loss_dice: 0.6668, decode.d7.loss_cls: 0.1811, decode.d7.loss_mask: 0.4421, decode.d7.loss_dice: 0.6680, decode.d8.loss_cls: 0.1777, decode.d8.loss_mask: 0.4418, decode.d8.loss_dice: 0.6640, loss: 14.9315 2022-04-27 13:55:07,027 - mmseg - INFO - Iter [123750/160000] lr: 3.253e-07, eta: 10:55:28, time: 1.058, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1888, decode.loss_mask: 0.4420, decode.loss_dice: 0.6655, decode.d0.loss_cls: 1.8446, decode.d0.loss_mask: 0.4775, decode.d0.loss_dice: 0.7606, decode.d1.loss_cls: 0.2801, decode.d1.loss_mask: 0.4547, decode.d1.loss_dice: 0.7060, decode.d2.loss_cls: 0.2333, decode.d2.loss_mask: 0.4500, decode.d2.loss_dice: 0.6883, decode.d3.loss_cls: 0.2145, decode.d3.loss_mask: 0.4424, decode.d3.loss_dice: 0.6751, decode.d4.loss_cls: 0.2020, decode.d4.loss_mask: 0.4418, decode.d4.loss_dice: 0.6734, decode.d5.loss_cls: 0.1976, decode.d5.loss_mask: 0.4422, decode.d5.loss_dice: 0.6715, decode.d6.loss_cls: 0.1944, decode.d6.loss_mask: 0.4420, decode.d6.loss_dice: 0.6625, decode.d7.loss_cls: 0.1954, decode.d7.loss_mask: 0.4403, decode.d7.loss_dice: 0.6626, decode.d8.loss_cls: 0.1932, decode.d8.loss_mask: 0.4411, decode.d8.loss_dice: 0.6675, loss: 15.0510 2022-04-27 13:56:04,023 - mmseg - INFO - Iter [123800/160000] lr: 3.249e-07, eta: 10:54:35, time: 1.140, data_time: 0.064, memory: 64049, decode.loss_cls: 0.2093, decode.loss_mask: 0.4330, decode.loss_dice: 0.6799, decode.d0.loss_cls: 1.8897, decode.d0.loss_mask: 0.4784, decode.d0.loss_dice: 0.7927, decode.d1.loss_cls: 0.2886, decode.d1.loss_mask: 0.4490, decode.d1.loss_dice: 0.7254, decode.d2.loss_cls: 0.2509, decode.d2.loss_mask: 0.4407, decode.d2.loss_dice: 0.7060, decode.d3.loss_cls: 0.2302, decode.d3.loss_mask: 0.4380, decode.d3.loss_dice: 0.6913, decode.d4.loss_cls: 0.2290, decode.d4.loss_mask: 0.4373, decode.d4.loss_dice: 0.6912, decode.d5.loss_cls: 0.2142, decode.d5.loss_mask: 0.4357, decode.d5.loss_dice: 0.6886, decode.d6.loss_cls: 0.2120, decode.d6.loss_mask: 0.4365, decode.d6.loss_dice: 0.6789, decode.d7.loss_cls: 0.2044, decode.d7.loss_mask: 0.4347, decode.d7.loss_dice: 0.6846, decode.d8.loss_cls: 0.2090, decode.d8.loss_mask: 0.4342, decode.d8.loss_dice: 0.6810, loss: 15.3742 2022-04-27 13:56:57,929 - mmseg - INFO - Iter [123850/160000] lr: 3.244e-07, eta: 10:53:40, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2101, decode.loss_mask: 0.4491, decode.loss_dice: 0.6978, decode.d0.loss_cls: 1.8538, decode.d0.loss_mask: 0.4979, decode.d0.loss_dice: 0.8142, decode.d1.loss_cls: 0.2909, decode.d1.loss_mask: 0.4706, decode.d1.loss_dice: 0.7479, decode.d2.loss_cls: 0.2417, decode.d2.loss_mask: 0.4622, decode.d2.loss_dice: 0.7232, decode.d3.loss_cls: 0.2185, decode.d3.loss_mask: 0.4556, decode.d3.loss_dice: 0.7041, decode.d4.loss_cls: 0.2133, decode.d4.loss_mask: 0.4544, decode.d4.loss_dice: 0.7037, decode.d5.loss_cls: 0.2073, decode.d5.loss_mask: 0.4552, decode.d5.loss_dice: 0.7030, decode.d6.loss_cls: 0.2062, decode.d6.loss_mask: 0.4503, decode.d6.loss_dice: 0.7000, decode.d7.loss_cls: 0.2110, decode.d7.loss_mask: 0.4500, decode.d7.loss_dice: 0.7011, decode.d8.loss_cls: 0.2113, decode.d8.loss_mask: 0.4502, decode.d8.loss_dice: 0.7005, loss: 15.6552 2022-04-27 13:57:50,957 - mmseg - INFO - Iter [123900/160000] lr: 3.240e-07, eta: 10:52:46, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1807, decode.loss_mask: 0.4565, decode.loss_dice: 0.7111, decode.d0.loss_cls: 1.8290, decode.d0.loss_mask: 0.5035, decode.d0.loss_dice: 0.8085, decode.d1.loss_cls: 0.2645, decode.d1.loss_mask: 0.4773, decode.d1.loss_dice: 0.7506, decode.d2.loss_cls: 0.2187, decode.d2.loss_mask: 0.4657, decode.d2.loss_dice: 0.7287, decode.d3.loss_cls: 0.2016, decode.d3.loss_mask: 0.4619, decode.d3.loss_dice: 0.7137, decode.d4.loss_cls: 0.1925, decode.d4.loss_mask: 0.4614, decode.d4.loss_dice: 0.7171, decode.d5.loss_cls: 0.1837, decode.d5.loss_mask: 0.4616, decode.d5.loss_dice: 0.7125, decode.d6.loss_cls: 0.1814, decode.d6.loss_mask: 0.4580, decode.d6.loss_dice: 0.7085, decode.d7.loss_cls: 0.1797, decode.d7.loss_mask: 0.4585, decode.d7.loss_dice: 0.7124, decode.d8.loss_cls: 0.1772, decode.d8.loss_mask: 0.4575, decode.d8.loss_dice: 0.7090, loss: 15.5430 2022-04-27 13:58:45,278 - mmseg - INFO - Iter [123950/160000] lr: 3.235e-07, eta: 10:51:51, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1595, decode.loss_mask: 0.4375, decode.loss_dice: 0.6601, decode.d0.loss_cls: 1.7974, decode.d0.loss_mask: 0.4782, decode.d0.loss_dice: 0.7488, decode.d1.loss_cls: 0.2394, decode.d1.loss_mask: 0.4572, decode.d1.loss_dice: 0.6965, decode.d2.loss_cls: 0.1919, decode.d2.loss_mask: 0.4471, decode.d2.loss_dice: 0.6775, decode.d3.loss_cls: 0.1738, decode.d3.loss_mask: 0.4429, decode.d3.loss_dice: 0.6683, decode.d4.loss_cls: 0.1795, decode.d4.loss_mask: 0.4415, decode.d4.loss_dice: 0.6642, decode.d5.loss_cls: 0.1684, decode.d5.loss_mask: 0.4389, decode.d5.loss_dice: 0.6655, decode.d6.loss_cls: 0.1647, decode.d6.loss_mask: 0.4382, decode.d6.loss_dice: 0.6602, decode.d7.loss_cls: 0.1579, decode.d7.loss_mask: 0.4375, decode.d7.loss_dice: 0.6598, decode.d8.loss_cls: 0.1577, decode.d8.loss_mask: 0.4375, decode.d8.loss_dice: 0.6602, loss: 14.6079 2022-04-27 13:59:39,861 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 13:59:39,865 - mmseg - INFO - Iter [124000/160000] lr: 3.231e-07, eta: 10:50:57, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1860, decode.loss_mask: 0.4267, decode.loss_dice: 0.6743, decode.d0.loss_cls: 1.8808, decode.d0.loss_mask: 0.4708, decode.d0.loss_dice: 0.7818, decode.d1.loss_cls: 0.2762, decode.d1.loss_mask: 0.4416, decode.d1.loss_dice: 0.7143, decode.d2.loss_cls: 0.2249, decode.d2.loss_mask: 0.4335, decode.d2.loss_dice: 0.6943, decode.d3.loss_cls: 0.2087, decode.d3.loss_mask: 0.4279, decode.d3.loss_dice: 0.6838, decode.d4.loss_cls: 0.1996, decode.d4.loss_mask: 0.4280, decode.d4.loss_dice: 0.6838, decode.d5.loss_cls: 0.1930, decode.d5.loss_mask: 0.4284, decode.d5.loss_dice: 0.6809, decode.d6.loss_cls: 0.1918, decode.d6.loss_mask: 0.4266, decode.d6.loss_dice: 0.6788, decode.d7.loss_cls: 0.1920, decode.d7.loss_mask: 0.4276, decode.d7.loss_dice: 0.6765, decode.d8.loss_cls: 0.1873, decode.d8.loss_mask: 0.4277, decode.d8.loss_dice: 0.6761, loss: 15.0237 2022-04-27 14:00:33,746 - mmseg - INFO - Iter [124050/160000] lr: 3.226e-07, eta: 10:50:03, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1786, decode.loss_mask: 0.4309, decode.loss_dice: 0.7024, decode.d0.loss_cls: 1.8732, decode.d0.loss_mask: 0.4682, decode.d0.loss_dice: 0.8124, decode.d1.loss_cls: 0.2804, decode.d1.loss_mask: 0.4452, decode.d1.loss_dice: 0.7467, decode.d2.loss_cls: 0.2245, decode.d2.loss_mask: 0.4383, decode.d2.loss_dice: 0.7275, decode.d3.loss_cls: 0.2006, decode.d3.loss_mask: 0.4351, decode.d3.loss_dice: 0.7086, decode.d4.loss_cls: 0.1943, decode.d4.loss_mask: 0.4340, decode.d4.loss_dice: 0.7092, decode.d5.loss_cls: 0.1890, decode.d5.loss_mask: 0.4329, decode.d5.loss_dice: 0.7081, decode.d6.loss_cls: 0.1912, decode.d6.loss_mask: 0.4321, decode.d6.loss_dice: 0.7048, decode.d7.loss_cls: 0.1913, decode.d7.loss_mask: 0.4319, decode.d7.loss_dice: 0.7035, decode.d8.loss_cls: 0.1820, decode.d8.loss_mask: 0.4305, decode.d8.loss_dice: 0.7023, loss: 15.3098 2022-04-27 14:01:28,678 - mmseg - INFO - Iter [124100/160000] lr: 3.222e-07, eta: 10:49:09, time: 1.099, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1832, decode.loss_mask: 0.4314, decode.loss_dice: 0.6926, decode.d0.loss_cls: 1.8660, decode.d0.loss_mask: 0.4729, decode.d0.loss_dice: 0.7991, decode.d1.loss_cls: 0.2696, decode.d1.loss_mask: 0.4475, decode.d1.loss_dice: 0.7347, decode.d2.loss_cls: 0.2165, decode.d2.loss_mask: 0.4382, decode.d2.loss_dice: 0.7131, decode.d3.loss_cls: 0.1998, decode.d3.loss_mask: 0.4352, decode.d3.loss_dice: 0.7001, decode.d4.loss_cls: 0.1860, decode.d4.loss_mask: 0.4353, decode.d4.loss_dice: 0.6978, decode.d5.loss_cls: 0.1758, decode.d5.loss_mask: 0.4346, decode.d5.loss_dice: 0.6985, decode.d6.loss_cls: 0.1831, decode.d6.loss_mask: 0.4338, decode.d6.loss_dice: 0.6948, decode.d7.loss_cls: 0.1794, decode.d7.loss_mask: 0.4321, decode.d7.loss_dice: 0.6912, decode.d8.loss_cls: 0.1801, decode.d8.loss_mask: 0.4319, decode.d8.loss_dice: 0.6935, loss: 15.1479 2022-04-27 14:02:22,120 - mmseg - INFO - Iter [124150/160000] lr: 3.217e-07, eta: 10:48:14, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2011, decode.loss_mask: 0.4275, decode.loss_dice: 0.6860, decode.d0.loss_cls: 1.8963, decode.d0.loss_mask: 0.4716, decode.d0.loss_dice: 0.7990, decode.d1.loss_cls: 0.2856, decode.d1.loss_mask: 0.4439, decode.d1.loss_dice: 0.7241, decode.d2.loss_cls: 0.2464, decode.d2.loss_mask: 0.4331, decode.d2.loss_dice: 0.7022, decode.d3.loss_cls: 0.2240, decode.d3.loss_mask: 0.4313, decode.d3.loss_dice: 0.6892, decode.d4.loss_cls: 0.2178, decode.d4.loss_mask: 0.4286, decode.d4.loss_dice: 0.6899, decode.d5.loss_cls: 0.2177, decode.d5.loss_mask: 0.4273, decode.d5.loss_dice: 0.6869, decode.d6.loss_cls: 0.2045, decode.d6.loss_mask: 0.4289, decode.d6.loss_dice: 0.6854, decode.d7.loss_cls: 0.2050, decode.d7.loss_mask: 0.4272, decode.d7.loss_dice: 0.6832, decode.d8.loss_cls: 0.1991, decode.d8.loss_mask: 0.4266, decode.d8.loss_dice: 0.6823, loss: 15.2716 2022-04-27 14:03:16,196 - mmseg - INFO - Iter [124200/160000] lr: 3.213e-07, eta: 10:47:20, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1873, decode.loss_mask: 0.4387, decode.loss_dice: 0.6866, decode.d0.loss_cls: 1.8481, decode.d0.loss_mask: 0.4799, decode.d0.loss_dice: 0.7973, decode.d1.loss_cls: 0.2743, decode.d1.loss_mask: 0.4530, decode.d1.loss_dice: 0.7360, decode.d2.loss_cls: 0.2286, decode.d2.loss_mask: 0.4482, decode.d2.loss_dice: 0.7142, decode.d3.loss_cls: 0.2079, decode.d3.loss_mask: 0.4442, decode.d3.loss_dice: 0.6989, decode.d4.loss_cls: 0.2045, decode.d4.loss_mask: 0.4424, decode.d4.loss_dice: 0.6946, decode.d5.loss_cls: 0.1952, decode.d5.loss_mask: 0.4417, decode.d5.loss_dice: 0.6948, decode.d6.loss_cls: 0.1928, decode.d6.loss_mask: 0.4412, decode.d6.loss_dice: 0.6905, decode.d7.loss_cls: 0.1921, decode.d7.loss_mask: 0.4405, decode.d7.loss_dice: 0.6907, decode.d8.loss_cls: 0.1877, decode.d8.loss_mask: 0.4404, decode.d8.loss_dice: 0.6907, loss: 15.2829 2022-04-27 14:04:11,492 - mmseg - INFO - Iter [124250/160000] lr: 3.208e-07, eta: 10:46:26, time: 1.106, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1912, decode.loss_mask: 0.4477, decode.loss_dice: 0.7025, decode.d0.loss_cls: 1.8681, decode.d0.loss_mask: 0.4968, decode.d0.loss_dice: 0.8154, decode.d1.loss_cls: 0.2742, decode.d1.loss_mask: 0.4691, decode.d1.loss_dice: 0.7523, decode.d2.loss_cls: 0.2340, decode.d2.loss_mask: 0.4572, decode.d2.loss_dice: 0.7275, decode.d3.loss_cls: 0.2125, decode.d3.loss_mask: 0.4540, decode.d3.loss_dice: 0.7099, decode.d4.loss_cls: 0.2062, decode.d4.loss_mask: 0.4531, decode.d4.loss_dice: 0.7106, decode.d5.loss_cls: 0.2043, decode.d5.loss_mask: 0.4498, decode.d5.loss_dice: 0.7088, decode.d6.loss_cls: 0.1956, decode.d6.loss_mask: 0.4491, decode.d6.loss_dice: 0.6990, decode.d7.loss_cls: 0.1910, decode.d7.loss_mask: 0.4494, decode.d7.loss_dice: 0.7019, decode.d8.loss_cls: 0.1930, decode.d8.loss_mask: 0.4461, decode.d8.loss_dice: 0.7033, loss: 15.5735 2022-04-27 14:05:05,505 - mmseg - INFO - Iter [124300/160000] lr: 3.204e-07, eta: 10:45:32, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1803, decode.loss_mask: 0.4492, decode.loss_dice: 0.6876, decode.d0.loss_cls: 1.9167, decode.d0.loss_mask: 0.4925, decode.d0.loss_dice: 0.7957, decode.d1.loss_cls: 0.2750, decode.d1.loss_mask: 0.4654, decode.d1.loss_dice: 0.7269, decode.d2.loss_cls: 0.2268, decode.d2.loss_mask: 0.4587, decode.d2.loss_dice: 0.7124, decode.d3.loss_cls: 0.2005, decode.d3.loss_mask: 0.4544, decode.d3.loss_dice: 0.7022, decode.d4.loss_cls: 0.1952, decode.d4.loss_mask: 0.4537, decode.d4.loss_dice: 0.6978, decode.d5.loss_cls: 0.1918, decode.d5.loss_mask: 0.4513, decode.d5.loss_dice: 0.6928, decode.d6.loss_cls: 0.1891, decode.d6.loss_mask: 0.4508, decode.d6.loss_dice: 0.6913, decode.d7.loss_cls: 0.1855, decode.d7.loss_mask: 0.4498, decode.d7.loss_dice: 0.6880, decode.d8.loss_cls: 0.1871, decode.d8.loss_mask: 0.4501, decode.d8.loss_dice: 0.6853, loss: 15.4041 2022-04-27 14:05:59,717 - mmseg - INFO - Iter [124350/160000] lr: 3.199e-07, eta: 10:44:37, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1869, decode.loss_mask: 0.4434, decode.loss_dice: 0.7173, decode.d0.loss_cls: 1.8420, decode.d0.loss_mask: 0.4868, decode.d0.loss_dice: 0.8162, decode.d1.loss_cls: 0.2552, decode.d1.loss_mask: 0.4616, decode.d1.loss_dice: 0.7555, decode.d2.loss_cls: 0.2192, decode.d2.loss_mask: 0.4526, decode.d2.loss_dice: 0.7342, decode.d3.loss_cls: 0.2067, decode.d3.loss_mask: 0.4499, decode.d3.loss_dice: 0.7240, decode.d4.loss_cls: 0.2010, decode.d4.loss_mask: 0.4473, decode.d4.loss_dice: 0.7261, decode.d5.loss_cls: 0.1949, decode.d5.loss_mask: 0.4475, decode.d5.loss_dice: 0.7243, decode.d6.loss_cls: 0.1976, decode.d6.loss_mask: 0.4450, decode.d6.loss_dice: 0.7174, decode.d7.loss_cls: 0.1920, decode.d7.loss_mask: 0.4460, decode.d7.loss_dice: 0.7184, decode.d8.loss_cls: 0.1869, decode.d8.loss_mask: 0.4453, decode.d8.loss_dice: 0.7161, loss: 15.5572 2022-04-27 14:06:53,976 - mmseg - INFO - Iter [124400/160000] lr: 3.195e-07, eta: 10:43:43, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2026, decode.loss_mask: 0.4470, decode.loss_dice: 0.6835, decode.d0.loss_cls: 1.8675, decode.d0.loss_mask: 0.4881, decode.d0.loss_dice: 0.7948, decode.d1.loss_cls: 0.2833, decode.d1.loss_mask: 0.4586, decode.d1.loss_dice: 0.7252, decode.d2.loss_cls: 0.2325, decode.d2.loss_mask: 0.4521, decode.d2.loss_dice: 0.7061, decode.d3.loss_cls: 0.2185, decode.d3.loss_mask: 0.4473, decode.d3.loss_dice: 0.6920, decode.d4.loss_cls: 0.2107, decode.d4.loss_mask: 0.4472, decode.d4.loss_dice: 0.6946, decode.d5.loss_cls: 0.2026, decode.d5.loss_mask: 0.4484, decode.d5.loss_dice: 0.6903, decode.d6.loss_cls: 0.1952, decode.d6.loss_mask: 0.4480, decode.d6.loss_dice: 0.6868, decode.d7.loss_cls: 0.1964, decode.d7.loss_mask: 0.4483, decode.d7.loss_dice: 0.6851, decode.d8.loss_cls: 0.1971, decode.d8.loss_mask: 0.4474, decode.d8.loss_dice: 0.6844, loss: 15.3815 2022-04-27 14:07:48,098 - mmseg - INFO - Iter [124450/160000] lr: 3.190e-07, eta: 10:42:49, time: 1.082, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1995, decode.loss_mask: 0.4396, decode.loss_dice: 0.7002, decode.d0.loss_cls: 1.8444, decode.d0.loss_mask: 0.4828, decode.d0.loss_dice: 0.8142, decode.d1.loss_cls: 0.2864, decode.d1.loss_mask: 0.4562, decode.d1.loss_dice: 0.7454, decode.d2.loss_cls: 0.2364, decode.d2.loss_mask: 0.4485, decode.d2.loss_dice: 0.7262, decode.d3.loss_cls: 0.2257, decode.d3.loss_mask: 0.4441, decode.d3.loss_dice: 0.7100, decode.d4.loss_cls: 0.2192, decode.d4.loss_mask: 0.4440, decode.d4.loss_dice: 0.7079, decode.d5.loss_cls: 0.2038, decode.d5.loss_mask: 0.4422, decode.d5.loss_dice: 0.7082, decode.d6.loss_cls: 0.2001, decode.d6.loss_mask: 0.4411, decode.d6.loss_dice: 0.7046, decode.d7.loss_cls: 0.1953, decode.d7.loss_mask: 0.4396, decode.d7.loss_dice: 0.7051, decode.d8.loss_cls: 0.1949, decode.d8.loss_mask: 0.4402, decode.d8.loss_dice: 0.6988, loss: 15.5043 2022-04-27 14:08:41,986 - mmseg - INFO - Iter [124500/160000] lr: 3.186e-07, eta: 10:41:55, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1816, decode.loss_mask: 0.4352, decode.loss_dice: 0.6857, decode.d0.loss_cls: 1.8444, decode.d0.loss_mask: 0.4772, decode.d0.loss_dice: 0.7900, decode.d1.loss_cls: 0.2577, decode.d1.loss_mask: 0.4504, decode.d1.loss_dice: 0.7234, decode.d2.loss_cls: 0.2148, decode.d2.loss_mask: 0.4432, decode.d2.loss_dice: 0.7030, decode.d3.loss_cls: 0.1933, decode.d3.loss_mask: 0.4411, decode.d3.loss_dice: 0.6956, decode.d4.loss_cls: 0.1876, decode.d4.loss_mask: 0.4402, decode.d4.loss_dice: 0.6914, decode.d5.loss_cls: 0.1887, decode.d5.loss_mask: 0.4397, decode.d5.loss_dice: 0.6912, decode.d6.loss_cls: 0.1777, decode.d6.loss_mask: 0.4398, decode.d6.loss_dice: 0.6876, decode.d7.loss_cls: 0.1768, decode.d7.loss_mask: 0.4384, decode.d7.loss_dice: 0.6881, decode.d8.loss_cls: 0.1776, decode.d8.loss_mask: 0.4358, decode.d8.loss_dice: 0.6852, loss: 15.0824 2022-04-27 14:09:35,578 - mmseg - INFO - Iter [124550/160000] lr: 3.181e-07, eta: 10:41:00, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1934, decode.loss_mask: 0.4441, decode.loss_dice: 0.6834, decode.d0.loss_cls: 1.8360, decode.d0.loss_mask: 0.4920, decode.d0.loss_dice: 0.7942, decode.d1.loss_cls: 0.2747, decode.d1.loss_mask: 0.4621, decode.d1.loss_dice: 0.7241, decode.d2.loss_cls: 0.2326, decode.d2.loss_mask: 0.4537, decode.d2.loss_dice: 0.7059, decode.d3.loss_cls: 0.2104, decode.d3.loss_mask: 0.4507, decode.d3.loss_dice: 0.6952, decode.d4.loss_cls: 0.2077, decode.d4.loss_mask: 0.4490, decode.d4.loss_dice: 0.6930, decode.d5.loss_cls: 0.2020, decode.d5.loss_mask: 0.4483, decode.d5.loss_dice: 0.6915, decode.d6.loss_cls: 0.2020, decode.d6.loss_mask: 0.4467, decode.d6.loss_dice: 0.6851, decode.d7.loss_cls: 0.1998, decode.d7.loss_mask: 0.4448, decode.d7.loss_dice: 0.6859, decode.d8.loss_cls: 0.1950, decode.d8.loss_mask: 0.4439, decode.d8.loss_dice: 0.6879, loss: 15.3349 2022-04-27 14:10:29,872 - mmseg - INFO - Iter [124600/160000] lr: 3.177e-07, eta: 10:40:06, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2088, decode.loss_mask: 0.4587, decode.loss_dice: 0.7223, decode.d0.loss_cls: 1.8856, decode.d0.loss_mask: 0.5021, decode.d0.loss_dice: 0.8311, decode.d1.loss_cls: 0.3015, decode.d1.loss_mask: 0.4756, decode.d1.loss_dice: 0.7605, decode.d2.loss_cls: 0.2605, decode.d2.loss_mask: 0.4704, decode.d2.loss_dice: 0.7401, decode.d3.loss_cls: 0.2278, decode.d3.loss_mask: 0.4625, decode.d3.loss_dice: 0.7344, decode.d4.loss_cls: 0.2206, decode.d4.loss_mask: 0.4622, decode.d4.loss_dice: 0.7313, decode.d5.loss_cls: 0.2138, decode.d5.loss_mask: 0.4618, decode.d5.loss_dice: 0.7329, decode.d6.loss_cls: 0.2133, decode.d6.loss_mask: 0.4601, decode.d6.loss_dice: 0.7185, decode.d7.loss_cls: 0.2103, decode.d7.loss_mask: 0.4595, decode.d7.loss_dice: 0.7203, decode.d8.loss_cls: 0.2116, decode.d8.loss_mask: 0.4596, decode.d8.loss_dice: 0.7243, loss: 16.0418 2022-04-27 14:11:24,245 - mmseg - INFO - Iter [124650/160000] lr: 3.172e-07, eta: 10:39:12, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1840, decode.loss_mask: 0.4389, decode.loss_dice: 0.6874, decode.d0.loss_cls: 1.8507, decode.d0.loss_mask: 0.4839, decode.d0.loss_dice: 0.7925, decode.d1.loss_cls: 0.2740, decode.d1.loss_mask: 0.4546, decode.d1.loss_dice: 0.7343, decode.d2.loss_cls: 0.2288, decode.d2.loss_mask: 0.4445, decode.d2.loss_dice: 0.7149, decode.d3.loss_cls: 0.2098, decode.d3.loss_mask: 0.4409, decode.d3.loss_dice: 0.7008, decode.d4.loss_cls: 0.1945, decode.d4.loss_mask: 0.4412, decode.d4.loss_dice: 0.6942, decode.d5.loss_cls: 0.1923, decode.d5.loss_mask: 0.4417, decode.d5.loss_dice: 0.6971, decode.d6.loss_cls: 0.1907, decode.d6.loss_mask: 0.4391, decode.d6.loss_dice: 0.6905, decode.d7.loss_cls: 0.1814, decode.d7.loss_mask: 0.4392, decode.d7.loss_dice: 0.6939, decode.d8.loss_cls: 0.1812, decode.d8.loss_mask: 0.4393, decode.d8.loss_dice: 0.6892, loss: 15.2455 2022-04-27 14:12:18,118 - mmseg - INFO - Iter [124700/160000] lr: 3.168e-07, eta: 10:38:17, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1999, decode.loss_mask: 0.4708, decode.loss_dice: 0.7213, decode.d0.loss_cls: 1.8152, decode.d0.loss_mask: 0.5130, decode.d0.loss_dice: 0.8267, decode.d1.loss_cls: 0.2717, decode.d1.loss_mask: 0.4869, decode.d1.loss_dice: 0.7657, decode.d2.loss_cls: 0.2365, decode.d2.loss_mask: 0.4798, decode.d2.loss_dice: 0.7417, decode.d3.loss_cls: 0.2122, decode.d3.loss_mask: 0.4740, decode.d3.loss_dice: 0.7297, decode.d4.loss_cls: 0.2052, decode.d4.loss_mask: 0.4742, decode.d4.loss_dice: 0.7294, decode.d5.loss_cls: 0.2035, decode.d5.loss_mask: 0.4730, decode.d5.loss_dice: 0.7274, decode.d6.loss_cls: 0.2027, decode.d6.loss_mask: 0.4712, decode.d6.loss_dice: 0.7241, decode.d7.loss_cls: 0.1980, decode.d7.loss_mask: 0.4708, decode.d7.loss_dice: 0.7250, decode.d8.loss_cls: 0.2028, decode.d8.loss_mask: 0.4700, decode.d8.loss_dice: 0.7219, loss: 15.9441 2022-04-27 14:13:12,610 - mmseg - INFO - Iter [124750/160000] lr: 3.163e-07, eta: 10:37:23, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2049, decode.loss_mask: 0.4476, decode.loss_dice: 0.7127, decode.d0.loss_cls: 1.8560, decode.d0.loss_mask: 0.4911, decode.d0.loss_dice: 0.8231, decode.d1.loss_cls: 0.2921, decode.d1.loss_mask: 0.4618, decode.d1.loss_dice: 0.7585, decode.d2.loss_cls: 0.2447, decode.d2.loss_mask: 0.4543, decode.d2.loss_dice: 0.7388, decode.d3.loss_cls: 0.2289, decode.d3.loss_mask: 0.4518, decode.d3.loss_dice: 0.7204, decode.d4.loss_cls: 0.2219, decode.d4.loss_mask: 0.4482, decode.d4.loss_dice: 0.7187, decode.d5.loss_cls: 0.2174, decode.d5.loss_mask: 0.4506, decode.d5.loss_dice: 0.7196, decode.d6.loss_cls: 0.2137, decode.d6.loss_mask: 0.4498, decode.d6.loss_dice: 0.7182, decode.d7.loss_cls: 0.2114, decode.d7.loss_mask: 0.4477, decode.d7.loss_dice: 0.7123, decode.d8.loss_cls: 0.2100, decode.d8.loss_mask: 0.4467, decode.d8.loss_dice: 0.7136, loss: 15.7866 2022-04-27 14:14:06,427 - mmseg - INFO - Iter [124800/160000] lr: 3.159e-07, eta: 10:36:29, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2028, decode.loss_mask: 0.4438, decode.loss_dice: 0.7089, decode.d0.loss_cls: 1.8407, decode.d0.loss_mask: 0.4958, decode.d0.loss_dice: 0.8179, decode.d1.loss_cls: 0.2971, decode.d1.loss_mask: 0.4641, decode.d1.loss_dice: 0.7447, decode.d2.loss_cls: 0.2583, decode.d2.loss_mask: 0.4550, decode.d2.loss_dice: 0.7278, decode.d3.loss_cls: 0.2354, decode.d3.loss_mask: 0.4491, decode.d3.loss_dice: 0.7117, decode.d4.loss_cls: 0.2264, decode.d4.loss_mask: 0.4475, decode.d4.loss_dice: 0.7112, decode.d5.loss_cls: 0.2203, decode.d5.loss_mask: 0.4457, decode.d5.loss_dice: 0.7061, decode.d6.loss_cls: 0.2128, decode.d6.loss_mask: 0.4443, decode.d6.loss_dice: 0.7058, decode.d7.loss_cls: 0.2122, decode.d7.loss_mask: 0.4439, decode.d7.loss_dice: 0.7060, decode.d8.loss_cls: 0.2057, decode.d8.loss_mask: 0.4444, decode.d8.loss_dice: 0.7085, loss: 15.6941 2022-04-27 14:14:59,398 - mmseg - INFO - Iter [124850/160000] lr: 3.154e-07, eta: 10:35:34, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1987, decode.loss_mask: 0.4496, decode.loss_dice: 0.6937, decode.d0.loss_cls: 1.8903, decode.d0.loss_mask: 0.4952, decode.d0.loss_dice: 0.7963, decode.d1.loss_cls: 0.2946, decode.d1.loss_mask: 0.4686, decode.d1.loss_dice: 0.7292, decode.d2.loss_cls: 0.2535, decode.d2.loss_mask: 0.4597, decode.d2.loss_dice: 0.7116, decode.d3.loss_cls: 0.2207, decode.d3.loss_mask: 0.4550, decode.d3.loss_dice: 0.6977, decode.d4.loss_cls: 0.2096, decode.d4.loss_mask: 0.4527, decode.d4.loss_dice: 0.6984, decode.d5.loss_cls: 0.2129, decode.d5.loss_mask: 0.4512, decode.d5.loss_dice: 0.7005, decode.d6.loss_cls: 0.2089, decode.d6.loss_mask: 0.4502, decode.d6.loss_dice: 0.6972, decode.d7.loss_cls: 0.1960, decode.d7.loss_mask: 0.4495, decode.d7.loss_dice: 0.6971, decode.d8.loss_cls: 0.2037, decode.d8.loss_mask: 0.4496, decode.d8.loss_dice: 0.6928, loss: 15.5847 2022-04-27 14:15:53,409 - mmseg - INFO - Iter [124900/160000] lr: 3.150e-07, eta: 10:34:40, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1884, decode.loss_mask: 0.4461, decode.loss_dice: 0.6732, decode.d0.loss_cls: 1.8865, decode.d0.loss_mask: 0.4901, decode.d0.loss_dice: 0.7861, decode.d1.loss_cls: 0.2690, decode.d1.loss_mask: 0.4651, decode.d1.loss_dice: 0.7189, decode.d2.loss_cls: 0.2270, decode.d2.loss_mask: 0.4553, decode.d2.loss_dice: 0.6997, decode.d3.loss_cls: 0.2038, decode.d3.loss_mask: 0.4513, decode.d3.loss_dice: 0.6860, decode.d4.loss_cls: 0.1965, decode.d4.loss_mask: 0.4489, decode.d4.loss_dice: 0.6814, decode.d5.loss_cls: 0.1909, decode.d5.loss_mask: 0.4476, decode.d5.loss_dice: 0.6796, decode.d6.loss_cls: 0.1886, decode.d6.loss_mask: 0.4462, decode.d6.loss_dice: 0.6755, decode.d7.loss_cls: 0.1906, decode.d7.loss_mask: 0.4459, decode.d7.loss_dice: 0.6760, decode.d8.loss_cls: 0.1909, decode.d8.loss_mask: 0.4449, decode.d8.loss_dice: 0.6741, loss: 15.2244 2022-04-27 14:16:47,312 - mmseg - INFO - Iter [124950/160000] lr: 3.145e-07, eta: 10:33:46, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1851, decode.loss_mask: 0.4414, decode.loss_dice: 0.6878, decode.d0.loss_cls: 1.8351, decode.d0.loss_mask: 0.4852, decode.d0.loss_dice: 0.7885, decode.d1.loss_cls: 0.2687, decode.d1.loss_mask: 0.4584, decode.d1.loss_dice: 0.7265, decode.d2.loss_cls: 0.2309, decode.d2.loss_mask: 0.4520, decode.d2.loss_dice: 0.7087, decode.d3.loss_cls: 0.2122, decode.d3.loss_mask: 0.4468, decode.d3.loss_dice: 0.6975, decode.d4.loss_cls: 0.1957, decode.d4.loss_mask: 0.4454, decode.d4.loss_dice: 0.6954, decode.d5.loss_cls: 0.1962, decode.d5.loss_mask: 0.4434, decode.d5.loss_dice: 0.6919, decode.d6.loss_cls: 0.1896, decode.d6.loss_mask: 0.4416, decode.d6.loss_dice: 0.6890, decode.d7.loss_cls: 0.1870, decode.d7.loss_mask: 0.4419, decode.d7.loss_dice: 0.6907, decode.d8.loss_cls: 0.1867, decode.d8.loss_mask: 0.4415, decode.d8.loss_dice: 0.6874, loss: 15.2480 2022-04-27 14:17:41,373 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 14:17:41,378 - mmseg - INFO - Iter [125000/160000] lr: 3.141e-07, eta: 10:32:51, time: 1.080, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1891, decode.loss_mask: 0.4410, decode.loss_dice: 0.6885, decode.d0.loss_cls: 1.8840, decode.d0.loss_mask: 0.4858, decode.d0.loss_dice: 0.7961, decode.d1.loss_cls: 0.2658, decode.d1.loss_mask: 0.4585, decode.d1.loss_dice: 0.7288, decode.d2.loss_cls: 0.2209, decode.d2.loss_mask: 0.4494, decode.d2.loss_dice: 0.7074, decode.d3.loss_cls: 0.2129, decode.d3.loss_mask: 0.4436, decode.d3.loss_dice: 0.6946, decode.d4.loss_cls: 0.1931, decode.d4.loss_mask: 0.4437, decode.d4.loss_dice: 0.6943, decode.d5.loss_cls: 0.1916, decode.d5.loss_mask: 0.4438, decode.d5.loss_dice: 0.6951, decode.d6.loss_cls: 0.1909, decode.d6.loss_mask: 0.4426, decode.d6.loss_dice: 0.6902, decode.d7.loss_cls: 0.1915, decode.d7.loss_mask: 0.4420, decode.d7.loss_dice: 0.6906, decode.d8.loss_cls: 0.1872, decode.d8.loss_mask: 0.4411, decode.d8.loss_dice: 0.6912, loss: 15.2953 2022-04-27 14:18:38,955 - mmseg - INFO - Iter [125050/160000] lr: 3.136e-07, eta: 10:31:58, time: 1.153, data_time: 0.067, memory: 64049, decode.loss_cls: 0.2111, decode.loss_mask: 0.4435, decode.loss_dice: 0.7102, decode.d0.loss_cls: 1.8725, decode.d0.loss_mask: 0.4834, decode.d0.loss_dice: 0.8208, decode.d1.loss_cls: 0.3025, decode.d1.loss_mask: 0.4568, decode.d1.loss_dice: 0.7535, decode.d2.loss_cls: 0.2584, decode.d2.loss_mask: 0.4512, decode.d2.loss_dice: 0.7323, decode.d3.loss_cls: 0.2384, decode.d3.loss_mask: 0.4468, decode.d3.loss_dice: 0.7189, decode.d4.loss_cls: 0.2337, decode.d4.loss_mask: 0.4466, decode.d4.loss_dice: 0.7209, decode.d5.loss_cls: 0.2244, decode.d5.loss_mask: 0.4465, decode.d5.loss_dice: 0.7151, decode.d6.loss_cls: 0.2111, decode.d6.loss_mask: 0.4442, decode.d6.loss_dice: 0.7168, decode.d7.loss_cls: 0.2159, decode.d7.loss_mask: 0.4431, decode.d7.loss_dice: 0.7126, decode.d8.loss_cls: 0.2089, decode.d8.loss_mask: 0.4436, decode.d8.loss_dice: 0.7116, loss: 15.7953 2022-04-27 14:19:33,632 - mmseg - INFO - Iter [125100/160000] lr: 3.132e-07, eta: 10:31:04, time: 1.094, data_time: 0.017, memory: 64049, decode.loss_cls: 0.1908, decode.loss_mask: 0.4364, decode.loss_dice: 0.6939, decode.d0.loss_cls: 1.9055, decode.d0.loss_mask: 0.4819, decode.d0.loss_dice: 0.7999, decode.d1.loss_cls: 0.2854, decode.d1.loss_mask: 0.4538, decode.d1.loss_dice: 0.7352, decode.d2.loss_cls: 0.2373, decode.d2.loss_mask: 0.4456, decode.d2.loss_dice: 0.7072, decode.d3.loss_cls: 0.2153, decode.d3.loss_mask: 0.4406, decode.d3.loss_dice: 0.6984, decode.d4.loss_cls: 0.2066, decode.d4.loss_mask: 0.4380, decode.d4.loss_dice: 0.6942, decode.d5.loss_cls: 0.2052, decode.d5.loss_mask: 0.4385, decode.d5.loss_dice: 0.6960, decode.d6.loss_cls: 0.1970, decode.d6.loss_mask: 0.4372, decode.d6.loss_dice: 0.6955, decode.d7.loss_cls: 0.1971, decode.d7.loss_mask: 0.4378, decode.d7.loss_dice: 0.6933, decode.d8.loss_cls: 0.1940, decode.d8.loss_mask: 0.4372, decode.d8.loss_dice: 0.6918, loss: 15.3868 2022-04-27 14:20:28,153 - mmseg - INFO - Iter [125150/160000] lr: 3.127e-07, eta: 10:30:10, time: 1.090, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1860, decode.loss_mask: 0.4392, decode.loss_dice: 0.6931, decode.d0.loss_cls: 1.8425, decode.d0.loss_mask: 0.4797, decode.d0.loss_dice: 0.7965, decode.d1.loss_cls: 0.2678, decode.d1.loss_mask: 0.4551, decode.d1.loss_dice: 0.7403, decode.d2.loss_cls: 0.2232, decode.d2.loss_mask: 0.4470, decode.d2.loss_dice: 0.7200, decode.d3.loss_cls: 0.2085, decode.d3.loss_mask: 0.4420, decode.d3.loss_dice: 0.7057, decode.d4.loss_cls: 0.2047, decode.d4.loss_mask: 0.4399, decode.d4.loss_dice: 0.7010, decode.d5.loss_cls: 0.1940, decode.d5.loss_mask: 0.4408, decode.d5.loss_dice: 0.7013, decode.d6.loss_cls: 0.1924, decode.d6.loss_mask: 0.4389, decode.d6.loss_dice: 0.6967, decode.d7.loss_cls: 0.1891, decode.d7.loss_mask: 0.4397, decode.d7.loss_dice: 0.6948, decode.d8.loss_cls: 0.1877, decode.d8.loss_mask: 0.4402, decode.d8.loss_dice: 0.6953, loss: 15.3031 2022-04-27 14:21:22,850 - mmseg - INFO - Iter [125200/160000] lr: 3.123e-07, eta: 10:29:16, time: 1.094, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1933, decode.loss_mask: 0.4297, decode.loss_dice: 0.6839, decode.d0.loss_cls: 1.8458, decode.d0.loss_mask: 0.4725, decode.d0.loss_dice: 0.7943, decode.d1.loss_cls: 0.2745, decode.d1.loss_mask: 0.4438, decode.d1.loss_dice: 0.7292, decode.d2.loss_cls: 0.2265, decode.d2.loss_mask: 0.4373, decode.d2.loss_dice: 0.7082, decode.d3.loss_cls: 0.2095, decode.d3.loss_mask: 0.4328, decode.d3.loss_dice: 0.6961, decode.d4.loss_cls: 0.2116, decode.d4.loss_mask: 0.4327, decode.d4.loss_dice: 0.6903, decode.d5.loss_cls: 0.2047, decode.d5.loss_mask: 0.4315, decode.d5.loss_dice: 0.6892, decode.d6.loss_cls: 0.1995, decode.d6.loss_mask: 0.4299, decode.d6.loss_dice: 0.6888, decode.d7.loss_cls: 0.1942, decode.d7.loss_mask: 0.4295, decode.d7.loss_dice: 0.6895, decode.d8.loss_cls: 0.1920, decode.d8.loss_mask: 0.4289, decode.d8.loss_dice: 0.6875, loss: 15.1771 2022-04-27 14:22:16,712 - mmseg - INFO - Iter [125250/160000] lr: 3.118e-07, eta: 10:28:21, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1899, decode.loss_mask: 0.4250, decode.loss_dice: 0.6711, decode.d0.loss_cls: 1.8713, decode.d0.loss_mask: 0.4706, decode.d0.loss_dice: 0.7766, decode.d1.loss_cls: 0.2785, decode.d1.loss_mask: 0.4454, decode.d1.loss_dice: 0.7095, decode.d2.loss_cls: 0.2376, decode.d2.loss_mask: 0.4368, decode.d2.loss_dice: 0.6893, decode.d3.loss_cls: 0.2094, decode.d3.loss_mask: 0.4289, decode.d3.loss_dice: 0.6772, decode.d4.loss_cls: 0.2032, decode.d4.loss_mask: 0.4291, decode.d4.loss_dice: 0.6778, decode.d5.loss_cls: 0.1973, decode.d5.loss_mask: 0.4291, decode.d5.loss_dice: 0.6738, decode.d6.loss_cls: 0.1880, decode.d6.loss_mask: 0.4272, decode.d6.loss_dice: 0.6738, decode.d7.loss_cls: 0.1934, decode.d7.loss_mask: 0.4253, decode.d7.loss_dice: 0.6704, decode.d8.loss_cls: 0.1924, decode.d8.loss_mask: 0.4254, decode.d8.loss_dice: 0.6713, loss: 14.9945 2022-04-27 14:23:11,266 - mmseg - INFO - Iter [125300/160000] lr: 3.114e-07, eta: 10:27:27, time: 1.091, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1661, decode.loss_mask: 0.4389, decode.loss_dice: 0.6816, decode.d0.loss_cls: 1.8565, decode.d0.loss_mask: 0.4802, decode.d0.loss_dice: 0.7784, decode.d1.loss_cls: 0.2466, decode.d1.loss_mask: 0.4532, decode.d1.loss_dice: 0.7205, decode.d2.loss_cls: 0.2112, decode.d2.loss_mask: 0.4471, decode.d2.loss_dice: 0.7025, decode.d3.loss_cls: 0.1939, decode.d3.loss_mask: 0.4409, decode.d3.loss_dice: 0.6902, decode.d4.loss_cls: 0.1763, decode.d4.loss_mask: 0.4422, decode.d4.loss_dice: 0.6876, decode.d5.loss_cls: 0.1763, decode.d5.loss_mask: 0.4412, decode.d5.loss_dice: 0.6887, decode.d6.loss_cls: 0.1709, decode.d6.loss_mask: 0.4400, decode.d6.loss_dice: 0.6841, decode.d7.loss_cls: 0.1715, decode.d7.loss_mask: 0.4395, decode.d7.loss_dice: 0.6844, decode.d8.loss_cls: 0.1711, decode.d8.loss_mask: 0.4368, decode.d8.loss_dice: 0.6807, loss: 14.9990 2022-04-27 14:24:05,572 - mmseg - INFO - Iter [125350/160000] lr: 3.109e-07, eta: 10:26:33, time: 1.086, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1849, decode.loss_mask: 0.4453, decode.loss_dice: 0.6836, decode.d0.loss_cls: 1.8128, decode.d0.loss_mask: 0.4842, decode.d0.loss_dice: 0.7863, decode.d1.loss_cls: 0.2853, decode.d1.loss_mask: 0.4578, decode.d1.loss_dice: 0.7230, decode.d2.loss_cls: 0.2325, decode.d2.loss_mask: 0.4511, decode.d2.loss_dice: 0.7034, decode.d3.loss_cls: 0.2105, decode.d3.loss_mask: 0.4462, decode.d3.loss_dice: 0.6889, decode.d4.loss_cls: 0.1956, decode.d4.loss_mask: 0.4457, decode.d4.loss_dice: 0.6904, decode.d5.loss_cls: 0.1895, decode.d5.loss_mask: 0.4472, decode.d5.loss_dice: 0.6894, decode.d6.loss_cls: 0.1843, decode.d6.loss_mask: 0.4477, decode.d6.loss_dice: 0.6826, decode.d7.loss_cls: 0.1850, decode.d7.loss_mask: 0.4454, decode.d7.loss_dice: 0.6844, decode.d8.loss_cls: 0.1865, decode.d8.loss_mask: 0.4454, decode.d8.loss_dice: 0.6790, loss: 15.1939 2022-04-27 14:24:59,647 - mmseg - INFO - Iter [125400/160000] lr: 3.105e-07, eta: 10:25:39, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1735, decode.loss_mask: 0.4238, decode.loss_dice: 0.6690, decode.d0.loss_cls: 1.8652, decode.d0.loss_mask: 0.4609, decode.d0.loss_dice: 0.7698, decode.d1.loss_cls: 0.2549, decode.d1.loss_mask: 0.4396, decode.d1.loss_dice: 0.7051, decode.d2.loss_cls: 0.2192, decode.d2.loss_mask: 0.4305, decode.d2.loss_dice: 0.6908, decode.d3.loss_cls: 0.1975, decode.d3.loss_mask: 0.4245, decode.d3.loss_dice: 0.6745, decode.d4.loss_cls: 0.1888, decode.d4.loss_mask: 0.4237, decode.d4.loss_dice: 0.6786, decode.d5.loss_cls: 0.1827, decode.d5.loss_mask: 0.4248, decode.d5.loss_dice: 0.6758, decode.d6.loss_cls: 0.1817, decode.d6.loss_mask: 0.4247, decode.d6.loss_dice: 0.6742, decode.d7.loss_cls: 0.1742, decode.d7.loss_mask: 0.4258, decode.d7.loss_dice: 0.6762, decode.d8.loss_cls: 0.1780, decode.d8.loss_mask: 0.4243, decode.d8.loss_dice: 0.6708, loss: 14.8029 2022-04-27 14:25:53,468 - mmseg - INFO - Iter [125450/160000] lr: 3.101e-07, eta: 10:24:44, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1818, decode.loss_mask: 0.4485, decode.loss_dice: 0.6888, decode.d0.loss_cls: 1.8161, decode.d0.loss_mask: 0.4925, decode.d0.loss_dice: 0.7873, decode.d1.loss_cls: 0.2629, decode.d1.loss_mask: 0.4665, decode.d1.loss_dice: 0.7306, decode.d2.loss_cls: 0.2185, decode.d2.loss_mask: 0.4577, decode.d2.loss_dice: 0.7124, decode.d3.loss_cls: 0.1992, decode.d3.loss_mask: 0.4542, decode.d3.loss_dice: 0.6989, decode.d4.loss_cls: 0.1929, decode.d4.loss_mask: 0.4515, decode.d4.loss_dice: 0.6968, decode.d5.loss_cls: 0.1832, decode.d5.loss_mask: 0.4525, decode.d5.loss_dice: 0.6972, decode.d6.loss_cls: 0.1862, decode.d6.loss_mask: 0.4504, decode.d6.loss_dice: 0.6893, decode.d7.loss_cls: 0.1810, decode.d7.loss_mask: 0.4498, decode.d7.loss_dice: 0.6900, decode.d8.loss_cls: 0.1833, decode.d8.loss_mask: 0.4488, decode.d8.loss_dice: 0.6907, loss: 15.2594 2022-04-27 14:26:48,751 - mmseg - INFO - Iter [125500/160000] lr: 3.096e-07, eta: 10:23:50, time: 1.106, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1875, decode.loss_mask: 0.4369, decode.loss_dice: 0.7000, decode.d0.loss_cls: 1.8528, decode.d0.loss_mask: 0.4816, decode.d0.loss_dice: 0.8065, decode.d1.loss_cls: 0.2717, decode.d1.loss_mask: 0.4557, decode.d1.loss_dice: 0.7440, decode.d2.loss_cls: 0.2297, decode.d2.loss_mask: 0.4473, decode.d2.loss_dice: 0.7219, decode.d3.loss_cls: 0.2146, decode.d3.loss_mask: 0.4439, decode.d3.loss_dice: 0.7081, decode.d4.loss_cls: 0.2085, decode.d4.loss_mask: 0.4401, decode.d4.loss_dice: 0.7080, decode.d5.loss_cls: 0.2027, decode.d5.loss_mask: 0.4402, decode.d5.loss_dice: 0.7048, decode.d6.loss_cls: 0.2010, decode.d6.loss_mask: 0.4374, decode.d6.loss_dice: 0.6992, decode.d7.loss_cls: 0.1960, decode.d7.loss_mask: 0.4383, decode.d7.loss_dice: 0.7021, decode.d8.loss_cls: 0.1945, decode.d8.loss_mask: 0.4376, decode.d8.loss_dice: 0.7002, loss: 15.4126 2022-04-27 14:27:43,460 - mmseg - INFO - Iter [125550/160000] lr: 3.092e-07, eta: 10:22:56, time: 1.094, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1813, decode.loss_mask: 0.4495, decode.loss_dice: 0.6960, decode.d0.loss_cls: 1.8497, decode.d0.loss_mask: 0.4922, decode.d0.loss_dice: 0.8037, decode.d1.loss_cls: 0.2661, decode.d1.loss_mask: 0.4619, decode.d1.loss_dice: 0.7404, decode.d2.loss_cls: 0.2218, decode.d2.loss_mask: 0.4559, decode.d2.loss_dice: 0.7183, decode.d3.loss_cls: 0.2088, decode.d3.loss_mask: 0.4518, decode.d3.loss_dice: 0.7025, decode.d4.loss_cls: 0.1962, decode.d4.loss_mask: 0.4525, decode.d4.loss_dice: 0.7035, decode.d5.loss_cls: 0.1913, decode.d5.loss_mask: 0.4504, decode.d5.loss_dice: 0.7015, decode.d6.loss_cls: 0.1849, decode.d6.loss_mask: 0.4494, decode.d6.loss_dice: 0.6988, decode.d7.loss_cls: 0.1858, decode.d7.loss_mask: 0.4493, decode.d7.loss_dice: 0.6975, decode.d8.loss_cls: 0.1774, decode.d8.loss_mask: 0.4493, decode.d8.loss_dice: 0.6985, loss: 15.3861 2022-04-27 14:28:39,199 - mmseg - INFO - Iter [125600/160000] lr: 3.087e-07, eta: 10:22:02, time: 1.115, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1976, decode.loss_mask: 0.4515, decode.loss_dice: 0.6859, decode.d0.loss_cls: 1.8559, decode.d0.loss_mask: 0.4981, decode.d0.loss_dice: 0.7915, decode.d1.loss_cls: 0.2802, decode.d1.loss_mask: 0.4720, decode.d1.loss_dice: 0.7312, decode.d2.loss_cls: 0.2246, decode.d2.loss_mask: 0.4618, decode.d2.loss_dice: 0.7076, decode.d3.loss_cls: 0.2108, decode.d3.loss_mask: 0.4576, decode.d3.loss_dice: 0.6957, decode.d4.loss_cls: 0.2022, decode.d4.loss_mask: 0.4570, decode.d4.loss_dice: 0.6977, decode.d5.loss_cls: 0.1951, decode.d5.loss_mask: 0.4555, decode.d5.loss_dice: 0.6954, decode.d6.loss_cls: 0.1968, decode.d6.loss_mask: 0.4547, decode.d6.loss_dice: 0.6868, decode.d7.loss_cls: 0.1948, decode.d7.loss_mask: 0.4534, decode.d7.loss_dice: 0.6836, decode.d8.loss_cls: 0.1897, decode.d8.loss_mask: 0.4540, decode.d8.loss_dice: 0.6900, loss: 15.4286 2022-04-27 14:29:34,495 - mmseg - INFO - Iter [125650/160000] lr: 3.083e-07, eta: 10:21:08, time: 1.106, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1853, decode.loss_mask: 0.4334, decode.loss_dice: 0.6761, decode.d0.loss_cls: 1.8731, decode.d0.loss_mask: 0.4804, decode.d0.loss_dice: 0.7906, decode.d1.loss_cls: 0.2771, decode.d1.loss_mask: 0.4493, decode.d1.loss_dice: 0.7149, decode.d2.loss_cls: 0.2261, decode.d2.loss_mask: 0.4406, decode.d2.loss_dice: 0.6970, decode.d3.loss_cls: 0.2088, decode.d3.loss_mask: 0.4364, decode.d3.loss_dice: 0.6823, decode.d4.loss_cls: 0.2075, decode.d4.loss_mask: 0.4358, decode.d4.loss_dice: 0.6831, decode.d5.loss_cls: 0.1991, decode.d5.loss_mask: 0.4335, decode.d5.loss_dice: 0.6811, decode.d6.loss_cls: 0.1946, decode.d6.loss_mask: 0.4330, decode.d6.loss_dice: 0.6765, decode.d7.loss_cls: 0.1939, decode.d7.loss_mask: 0.4327, decode.d7.loss_dice: 0.6731, decode.d8.loss_cls: 0.1907, decode.d8.loss_mask: 0.4326, decode.d8.loss_dice: 0.6764, loss: 15.1151 2022-04-27 14:30:28,319 - mmseg - INFO - Iter [125700/160000] lr: 3.078e-07, eta: 10:20:14, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1902, decode.loss_mask: 0.4292, decode.loss_dice: 0.6766, decode.d0.loss_cls: 1.8723, decode.d0.loss_mask: 0.4709, decode.d0.loss_dice: 0.7690, decode.d1.loss_cls: 0.2664, decode.d1.loss_mask: 0.4440, decode.d1.loss_dice: 0.7189, decode.d2.loss_cls: 0.2348, decode.d2.loss_mask: 0.4382, decode.d2.loss_dice: 0.6924, decode.d3.loss_cls: 0.2199, decode.d3.loss_mask: 0.4340, decode.d3.loss_dice: 0.6804, decode.d4.loss_cls: 0.2016, decode.d4.loss_mask: 0.4329, decode.d4.loss_dice: 0.6850, decode.d5.loss_cls: 0.1982, decode.d5.loss_mask: 0.4328, decode.d5.loss_dice: 0.6836, decode.d6.loss_cls: 0.1919, decode.d6.loss_mask: 0.4315, decode.d6.loss_dice: 0.6805, decode.d7.loss_cls: 0.1945, decode.d7.loss_mask: 0.4313, decode.d7.loss_dice: 0.6800, decode.d8.loss_cls: 0.1914, decode.d8.loss_mask: 0.4308, decode.d8.loss_dice: 0.6823, loss: 15.0853 2022-04-27 14:31:22,695 - mmseg - INFO - Iter [125750/160000] lr: 3.074e-07, eta: 10:19:20, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1872, decode.loss_mask: 0.4207, decode.loss_dice: 0.6694, decode.d0.loss_cls: 1.8647, decode.d0.loss_mask: 0.4642, decode.d0.loss_dice: 0.7758, decode.d1.loss_cls: 0.2713, decode.d1.loss_mask: 0.4429, decode.d1.loss_dice: 0.7155, decode.d2.loss_cls: 0.2351, decode.d2.loss_mask: 0.4302, decode.d2.loss_dice: 0.6901, decode.d3.loss_cls: 0.2068, decode.d3.loss_mask: 0.4262, decode.d3.loss_dice: 0.6796, decode.d4.loss_cls: 0.2042, decode.d4.loss_mask: 0.4246, decode.d4.loss_dice: 0.6811, decode.d5.loss_cls: 0.2022, decode.d5.loss_mask: 0.4229, decode.d5.loss_dice: 0.6783, decode.d6.loss_cls: 0.1913, decode.d6.loss_mask: 0.4204, decode.d6.loss_dice: 0.6756, decode.d7.loss_cls: 0.1891, decode.d7.loss_mask: 0.4203, decode.d7.loss_dice: 0.6746, decode.d8.loss_cls: 0.1881, decode.d8.loss_mask: 0.4203, decode.d8.loss_dice: 0.6686, loss: 14.9411 2022-04-27 14:32:17,650 - mmseg - INFO - Iter [125800/160000] lr: 3.069e-07, eta: 10:18:26, time: 1.099, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1590, decode.loss_mask: 0.4405, decode.loss_dice: 0.6842, decode.d0.loss_cls: 1.8151, decode.d0.loss_mask: 0.4817, decode.d0.loss_dice: 0.7815, decode.d1.loss_cls: 0.2477, decode.d1.loss_mask: 0.4555, decode.d1.loss_dice: 0.7236, decode.d2.loss_cls: 0.1958, decode.d2.loss_mask: 0.4479, decode.d2.loss_dice: 0.7034, decode.d3.loss_cls: 0.1770, decode.d3.loss_mask: 0.4456, decode.d3.loss_dice: 0.6933, decode.d4.loss_cls: 0.1672, decode.d4.loss_mask: 0.4423, decode.d4.loss_dice: 0.6886, decode.d5.loss_cls: 0.1648, decode.d5.loss_mask: 0.4421, decode.d5.loss_dice: 0.6845, decode.d6.loss_cls: 0.1602, decode.d6.loss_mask: 0.4419, decode.d6.loss_dice: 0.6837, decode.d7.loss_cls: 0.1582, decode.d7.loss_mask: 0.4407, decode.d7.loss_dice: 0.6816, decode.d8.loss_cls: 0.1593, decode.d8.loss_mask: 0.4412, decode.d8.loss_dice: 0.6844, loss: 14.8923 2022-04-27 14:33:13,700 - mmseg - INFO - Iter [125850/160000] lr: 3.065e-07, eta: 10:17:32, time: 1.121, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1972, decode.loss_mask: 0.4418, decode.loss_dice: 0.7118, decode.d0.loss_cls: 1.8698, decode.d0.loss_mask: 0.4898, decode.d0.loss_dice: 0.8199, decode.d1.loss_cls: 0.2706, decode.d1.loss_mask: 0.4599, decode.d1.loss_dice: 0.7556, decode.d2.loss_cls: 0.2276, decode.d2.loss_mask: 0.4516, decode.d2.loss_dice: 0.7378, decode.d3.loss_cls: 0.2093, decode.d3.loss_mask: 0.4474, decode.d3.loss_dice: 0.7184, decode.d4.loss_cls: 0.2010, decode.d4.loss_mask: 0.4459, decode.d4.loss_dice: 0.7192, decode.d5.loss_cls: 0.1936, decode.d5.loss_mask: 0.4440, decode.d5.loss_dice: 0.7186, decode.d6.loss_cls: 0.1977, decode.d6.loss_mask: 0.4440, decode.d6.loss_dice: 0.7120, decode.d7.loss_cls: 0.1986, decode.d7.loss_mask: 0.4437, decode.d7.loss_dice: 0.7096, decode.d8.loss_cls: 0.1925, decode.d8.loss_mask: 0.4426, decode.d8.loss_dice: 0.7112, loss: 15.5827 2022-04-27 14:34:08,643 - mmseg - INFO - Iter [125900/160000] lr: 3.060e-07, eta: 10:16:38, time: 1.099, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1864, decode.loss_mask: 0.4284, decode.loss_dice: 0.6949, decode.d0.loss_cls: 1.8617, decode.d0.loss_mask: 0.4733, decode.d0.loss_dice: 0.8010, decode.d1.loss_cls: 0.2697, decode.d1.loss_mask: 0.4496, decode.d1.loss_dice: 0.7381, decode.d2.loss_cls: 0.2209, decode.d2.loss_mask: 0.4391, decode.d2.loss_dice: 0.7187, decode.d3.loss_cls: 0.2053, decode.d3.loss_mask: 0.4347, decode.d3.loss_dice: 0.7078, decode.d4.loss_cls: 0.1958, decode.d4.loss_mask: 0.4344, decode.d4.loss_dice: 0.7027, decode.d5.loss_cls: 0.1942, decode.d5.loss_mask: 0.4318, decode.d5.loss_dice: 0.6972, decode.d6.loss_cls: 0.1919, decode.d6.loss_mask: 0.4311, decode.d6.loss_dice: 0.6941, decode.d7.loss_cls: 0.1815, decode.d7.loss_mask: 0.4299, decode.d7.loss_dice: 0.6950, decode.d8.loss_cls: 0.1827, decode.d8.loss_mask: 0.4287, decode.d8.loss_dice: 0.6927, loss: 15.2131 2022-04-27 14:35:03,214 - mmseg - INFO - Iter [125950/160000] lr: 3.056e-07, eta: 10:15:44, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1730, decode.loss_mask: 0.4489, decode.loss_dice: 0.6925, decode.d0.loss_cls: 1.8065, decode.d0.loss_mask: 0.4891, decode.d0.loss_dice: 0.7934, decode.d1.loss_cls: 0.2651, decode.d1.loss_mask: 0.4642, decode.d1.loss_dice: 0.7346, decode.d2.loss_cls: 0.2221, decode.d2.loss_mask: 0.4560, decode.d2.loss_dice: 0.7135, decode.d3.loss_cls: 0.2017, decode.d3.loss_mask: 0.4525, decode.d3.loss_dice: 0.6942, decode.d4.loss_cls: 0.1929, decode.d4.loss_mask: 0.4520, decode.d4.loss_dice: 0.6946, decode.d5.loss_cls: 0.1820, decode.d5.loss_mask: 0.4504, decode.d5.loss_dice: 0.6951, decode.d6.loss_cls: 0.1772, decode.d6.loss_mask: 0.4504, decode.d6.loss_dice: 0.6936, decode.d7.loss_cls: 0.1782, decode.d7.loss_mask: 0.4489, decode.d7.loss_dice: 0.6967, decode.d8.loss_cls: 0.1739, decode.d8.loss_mask: 0.4483, decode.d8.loss_dice: 0.6920, loss: 15.2336 2022-04-27 14:35:58,027 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 14:35:58,029 - mmseg - INFO - Iter [126000/160000] lr: 3.051e-07, eta: 10:14:50, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1832, decode.loss_mask: 0.4508, decode.loss_dice: 0.6920, decode.d0.loss_cls: 1.8674, decode.d0.loss_mask: 0.4943, decode.d0.loss_dice: 0.7946, decode.d1.loss_cls: 0.2684, decode.d1.loss_mask: 0.4654, decode.d1.loss_dice: 0.7319, decode.d2.loss_cls: 0.2134, decode.d2.loss_mask: 0.4596, decode.d2.loss_dice: 0.7128, decode.d3.loss_cls: 0.2023, decode.d3.loss_mask: 0.4572, decode.d3.loss_dice: 0.7012, decode.d4.loss_cls: 0.1879, decode.d4.loss_mask: 0.4574, decode.d4.loss_dice: 0.7002, decode.d5.loss_cls: 0.1844, decode.d5.loss_mask: 0.4554, decode.d5.loss_dice: 0.7023, decode.d6.loss_cls: 0.1873, decode.d6.loss_mask: 0.4525, decode.d6.loss_dice: 0.6990, decode.d7.loss_cls: 0.1887, decode.d7.loss_mask: 0.4528, decode.d7.loss_dice: 0.6949, decode.d8.loss_cls: 0.1849, decode.d8.loss_mask: 0.4539, decode.d8.loss_dice: 0.6968, loss: 15.3929 2022-04-27 14:36:52,695 - mmseg - INFO - Iter [126050/160000] lr: 3.047e-07, eta: 10:13:55, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1803, decode.loss_mask: 0.4323, decode.loss_dice: 0.6812, decode.d0.loss_cls: 1.8481, decode.d0.loss_mask: 0.4756, decode.d0.loss_dice: 0.7819, decode.d1.loss_cls: 0.2667, decode.d1.loss_mask: 0.4534, decode.d1.loss_dice: 0.7181, decode.d2.loss_cls: 0.2130, decode.d2.loss_mask: 0.4448, decode.d2.loss_dice: 0.7038, decode.d3.loss_cls: 0.2005, decode.d3.loss_mask: 0.4394, decode.d3.loss_dice: 0.6901, decode.d4.loss_cls: 0.1900, decode.d4.loss_mask: 0.4384, decode.d4.loss_dice: 0.6887, decode.d5.loss_cls: 0.1910, decode.d5.loss_mask: 0.4371, decode.d5.loss_dice: 0.6873, decode.d6.loss_cls: 0.1815, decode.d6.loss_mask: 0.4357, decode.d6.loss_dice: 0.6828, decode.d7.loss_cls: 0.1807, decode.d7.loss_mask: 0.4350, decode.d7.loss_dice: 0.6815, decode.d8.loss_cls: 0.1777, decode.d8.loss_mask: 0.4342, decode.d8.loss_dice: 0.6825, loss: 15.0532 2022-04-27 14:37:46,996 - mmseg - INFO - Iter [126100/160000] lr: 3.042e-07, eta: 10:13:01, time: 1.086, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1930, decode.loss_mask: 0.4404, decode.loss_dice: 0.6943, decode.d0.loss_cls: 1.8353, decode.d0.loss_mask: 0.4815, decode.d0.loss_dice: 0.7924, decode.d1.loss_cls: 0.2783, decode.d1.loss_mask: 0.4580, decode.d1.loss_dice: 0.7305, decode.d2.loss_cls: 0.2355, decode.d2.loss_mask: 0.4502, decode.d2.loss_dice: 0.7214, decode.d3.loss_cls: 0.2212, decode.d3.loss_mask: 0.4476, decode.d3.loss_dice: 0.6987, decode.d4.loss_cls: 0.2036, decode.d4.loss_mask: 0.4450, decode.d4.loss_dice: 0.6992, decode.d5.loss_cls: 0.2035, decode.d5.loss_mask: 0.4431, decode.d5.loss_dice: 0.7017, decode.d6.loss_cls: 0.1935, decode.d6.loss_mask: 0.4436, decode.d6.loss_dice: 0.6997, decode.d7.loss_cls: 0.1954, decode.d7.loss_mask: 0.4427, decode.d7.loss_dice: 0.6947, decode.d8.loss_cls: 0.1909, decode.d8.loss_mask: 0.4422, decode.d8.loss_dice: 0.6972, loss: 15.3744 2022-04-27 14:38:40,863 - mmseg - INFO - Iter [126150/160000] lr: 3.038e-07, eta: 10:12:07, time: 1.077, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2041, decode.loss_mask: 0.4525, decode.loss_dice: 0.6918, decode.d0.loss_cls: 1.8813, decode.d0.loss_mask: 0.4966, decode.d0.loss_dice: 0.8047, decode.d1.loss_cls: 0.3024, decode.d1.loss_mask: 0.4671, decode.d1.loss_dice: 0.7338, decode.d2.loss_cls: 0.2496, decode.d2.loss_mask: 0.4600, decode.d2.loss_dice: 0.7145, decode.d3.loss_cls: 0.2225, decode.d3.loss_mask: 0.4568, decode.d3.loss_dice: 0.7016, decode.d4.loss_cls: 0.2203, decode.d4.loss_mask: 0.4549, decode.d4.loss_dice: 0.6969, decode.d5.loss_cls: 0.2092, decode.d5.loss_mask: 0.4558, decode.d5.loss_dice: 0.6999, decode.d6.loss_cls: 0.2022, decode.d6.loss_mask: 0.4552, decode.d6.loss_dice: 0.7004, decode.d7.loss_cls: 0.2046, decode.d7.loss_mask: 0.4533, decode.d7.loss_dice: 0.6979, decode.d8.loss_cls: 0.2048, decode.d8.loss_mask: 0.4527, decode.d8.loss_dice: 0.6943, loss: 15.6416 2022-04-27 14:39:34,595 - mmseg - INFO - Iter [126200/160000] lr: 3.033e-07, eta: 10:11:12, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1897, decode.loss_mask: 0.4506, decode.loss_dice: 0.6961, decode.d0.loss_cls: 1.8520, decode.d0.loss_mask: 0.4950, decode.d0.loss_dice: 0.7996, decode.d1.loss_cls: 0.2652, decode.d1.loss_mask: 0.4724, decode.d1.loss_dice: 0.7427, decode.d2.loss_cls: 0.2211, decode.d2.loss_mask: 0.4587, decode.d2.loss_dice: 0.7183, decode.d3.loss_cls: 0.2036, decode.d3.loss_mask: 0.4541, decode.d3.loss_dice: 0.7040, decode.d4.loss_cls: 0.1970, decode.d4.loss_mask: 0.4541, decode.d4.loss_dice: 0.7027, decode.d5.loss_cls: 0.1892, decode.d5.loss_mask: 0.4536, decode.d5.loss_dice: 0.6995, decode.d6.loss_cls: 0.1840, decode.d6.loss_mask: 0.4528, decode.d6.loss_dice: 0.6999, decode.d7.loss_cls: 0.1838, decode.d7.loss_mask: 0.4531, decode.d7.loss_dice: 0.7000, decode.d8.loss_cls: 0.1798, decode.d8.loss_mask: 0.4529, decode.d8.loss_dice: 0.6984, loss: 15.4241 2022-04-27 14:40:29,024 - mmseg - INFO - Iter [126250/160000] lr: 3.029e-07, eta: 10:10:18, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1907, decode.loss_mask: 0.4500, decode.loss_dice: 0.7132, decode.d0.loss_cls: 1.8740, decode.d0.loss_mask: 0.4966, decode.d0.loss_dice: 0.8248, decode.d1.loss_cls: 0.2727, decode.d1.loss_mask: 0.4677, decode.d1.loss_dice: 0.7607, decode.d2.loss_cls: 0.2358, decode.d2.loss_mask: 0.4592, decode.d2.loss_dice: 0.7322, decode.d3.loss_cls: 0.2014, decode.d3.loss_mask: 0.4556, decode.d3.loss_dice: 0.7207, decode.d4.loss_cls: 0.1966, decode.d4.loss_mask: 0.4549, decode.d4.loss_dice: 0.7212, decode.d5.loss_cls: 0.1879, decode.d5.loss_mask: 0.4523, decode.d5.loss_dice: 0.7179, decode.d6.loss_cls: 0.1895, decode.d6.loss_mask: 0.4525, decode.d6.loss_dice: 0.7116, decode.d7.loss_cls: 0.1904, decode.d7.loss_mask: 0.4509, decode.d7.loss_dice: 0.7104, decode.d8.loss_cls: 0.1916, decode.d8.loss_mask: 0.4502, decode.d8.loss_dice: 0.7093, loss: 15.6427 2022-04-27 14:41:23,043 - mmseg - INFO - Iter [126300/160000] lr: 3.024e-07, eta: 10:09:24, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2098, decode.loss_mask: 0.4548, decode.loss_dice: 0.6987, decode.d0.loss_cls: 1.8736, decode.d0.loss_mask: 0.5010, decode.d0.loss_dice: 0.8038, decode.d1.loss_cls: 0.3046, decode.d1.loss_mask: 0.4757, decode.d1.loss_dice: 0.7471, decode.d2.loss_cls: 0.2553, decode.d2.loss_mask: 0.4666, decode.d2.loss_dice: 0.7205, decode.d3.loss_cls: 0.2335, decode.d3.loss_mask: 0.4602, decode.d3.loss_dice: 0.7101, decode.d4.loss_cls: 0.2238, decode.d4.loss_mask: 0.4592, decode.d4.loss_dice: 0.7072, decode.d5.loss_cls: 0.2124, decode.d5.loss_mask: 0.4590, decode.d5.loss_dice: 0.7084, decode.d6.loss_cls: 0.2133, decode.d6.loss_mask: 0.4566, decode.d6.loss_dice: 0.7050, decode.d7.loss_cls: 0.2132, decode.d7.loss_mask: 0.4559, decode.d7.loss_dice: 0.7014, decode.d8.loss_cls: 0.2083, decode.d8.loss_mask: 0.4570, decode.d8.loss_dice: 0.7015, loss: 15.7975 2022-04-27 14:42:20,383 - mmseg - INFO - Iter [126350/160000] lr: 3.020e-07, eta: 10:08:30, time: 1.147, data_time: 0.066, memory: 64049, decode.loss_cls: 0.1805, decode.loss_mask: 0.4362, decode.loss_dice: 0.6842, decode.d0.loss_cls: 1.8726, decode.d0.loss_mask: 0.4815, decode.d0.loss_dice: 0.7896, decode.d1.loss_cls: 0.2656, decode.d1.loss_mask: 0.4511, decode.d1.loss_dice: 0.7216, decode.d2.loss_cls: 0.2165, decode.d2.loss_mask: 0.4450, decode.d2.loss_dice: 0.7035, decode.d3.loss_cls: 0.2017, decode.d3.loss_mask: 0.4401, decode.d3.loss_dice: 0.6913, decode.d4.loss_cls: 0.1891, decode.d4.loss_mask: 0.4401, decode.d4.loss_dice: 0.6904, decode.d5.loss_cls: 0.1911, decode.d5.loss_mask: 0.4388, decode.d5.loss_dice: 0.6871, decode.d6.loss_cls: 0.1785, decode.d6.loss_mask: 0.4393, decode.d6.loss_dice: 0.6857, decode.d7.loss_cls: 0.1849, decode.d7.loss_mask: 0.4367, decode.d7.loss_dice: 0.6845, decode.d8.loss_cls: 0.1805, decode.d8.loss_mask: 0.4372, decode.d8.loss_dice: 0.6866, loss: 15.1315 2022-04-27 14:43:14,272 - mmseg - INFO - Iter [126400/160000] lr: 3.015e-07, eta: 10:07:36, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1676, decode.loss_mask: 0.4419, decode.loss_dice: 0.6976, decode.d0.loss_cls: 1.8474, decode.d0.loss_mask: 0.4857, decode.d0.loss_dice: 0.7926, decode.d1.loss_cls: 0.2588, decode.d1.loss_mask: 0.4575, decode.d1.loss_dice: 0.7320, decode.d2.loss_cls: 0.2160, decode.d2.loss_mask: 0.4511, decode.d2.loss_dice: 0.7079, decode.d3.loss_cls: 0.1959, decode.d3.loss_mask: 0.4465, decode.d3.loss_dice: 0.7008, decode.d4.loss_cls: 0.1818, decode.d4.loss_mask: 0.4453, decode.d4.loss_dice: 0.7023, decode.d5.loss_cls: 0.1810, decode.d5.loss_mask: 0.4446, decode.d5.loss_dice: 0.6982, decode.d6.loss_cls: 0.1748, decode.d6.loss_mask: 0.4441, decode.d6.loss_dice: 0.6962, decode.d7.loss_cls: 0.1725, decode.d7.loss_mask: 0.4427, decode.d7.loss_dice: 0.6952, decode.d8.loss_cls: 0.1706, decode.d8.loss_mask: 0.4417, decode.d8.loss_dice: 0.6924, loss: 15.1828 2022-04-27 14:44:08,516 - mmseg - INFO - Iter [126450/160000] lr: 3.011e-07, eta: 10:06:42, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2053, decode.loss_mask: 0.4343, decode.loss_dice: 0.6841, decode.d0.loss_cls: 1.8976, decode.d0.loss_mask: 0.4748, decode.d0.loss_dice: 0.7940, decode.d1.loss_cls: 0.3004, decode.d1.loss_mask: 0.4491, decode.d1.loss_dice: 0.7218, decode.d2.loss_cls: 0.2461, decode.d2.loss_mask: 0.4428, decode.d2.loss_dice: 0.7083, decode.d3.loss_cls: 0.2297, decode.d3.loss_mask: 0.4389, decode.d3.loss_dice: 0.6907, decode.d4.loss_cls: 0.2217, decode.d4.loss_mask: 0.4370, decode.d4.loss_dice: 0.6941, decode.d5.loss_cls: 0.2187, decode.d5.loss_mask: 0.4346, decode.d5.loss_dice: 0.6913, decode.d6.loss_cls: 0.2132, decode.d6.loss_mask: 0.4351, decode.d6.loss_dice: 0.6867, decode.d7.loss_cls: 0.2114, decode.d7.loss_mask: 0.4341, decode.d7.loss_dice: 0.6863, decode.d8.loss_cls: 0.2082, decode.d8.loss_mask: 0.4349, decode.d8.loss_dice: 0.6845, loss: 15.4096 2022-04-27 14:45:02,305 - mmseg - INFO - Iter [126500/160000] lr: 3.006e-07, eta: 10:05:48, time: 1.076, data_time: 0.017, memory: 64049, decode.loss_cls: 0.1767, decode.loss_mask: 0.4217, decode.loss_dice: 0.6758, decode.d0.loss_cls: 1.8645, decode.d0.loss_mask: 0.4676, decode.d0.loss_dice: 0.7735, decode.d1.loss_cls: 0.2642, decode.d1.loss_mask: 0.4366, decode.d1.loss_dice: 0.7080, decode.d2.loss_cls: 0.2155, decode.d2.loss_mask: 0.4291, decode.d2.loss_dice: 0.6954, decode.d3.loss_cls: 0.2062, decode.d3.loss_mask: 0.4269, decode.d3.loss_dice: 0.6828, decode.d4.loss_cls: 0.1899, decode.d4.loss_mask: 0.4263, decode.d4.loss_dice: 0.6817, decode.d5.loss_cls: 0.1855, decode.d5.loss_mask: 0.4265, decode.d5.loss_dice: 0.6796, decode.d6.loss_cls: 0.1839, decode.d6.loss_mask: 0.4235, decode.d6.loss_dice: 0.6720, decode.d7.loss_cls: 0.1779, decode.d7.loss_mask: 0.4239, decode.d7.loss_dice: 0.6725, decode.d8.loss_cls: 0.1768, decode.d8.loss_mask: 0.4224, decode.d8.loss_dice: 0.6724, loss: 14.8594 2022-04-27 14:45:56,200 - mmseg - INFO - Iter [126550/160000] lr: 3.002e-07, eta: 10:04:53, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1721, decode.loss_mask: 0.4267, decode.loss_dice: 0.6777, decode.d0.loss_cls: 1.8387, decode.d0.loss_mask: 0.4690, decode.d0.loss_dice: 0.7770, decode.d1.loss_cls: 0.2595, decode.d1.loss_mask: 0.4451, decode.d1.loss_dice: 0.7154, decode.d2.loss_cls: 0.2052, decode.d2.loss_mask: 0.4374, decode.d2.loss_dice: 0.6984, decode.d3.loss_cls: 0.1966, decode.d3.loss_mask: 0.4312, decode.d3.loss_dice: 0.6828, decode.d4.loss_cls: 0.1897, decode.d4.loss_mask: 0.4324, decode.d4.loss_dice: 0.6832, decode.d5.loss_cls: 0.1807, decode.d5.loss_mask: 0.4307, decode.d5.loss_dice: 0.6798, decode.d6.loss_cls: 0.1767, decode.d6.loss_mask: 0.4285, decode.d6.loss_dice: 0.6795, decode.d7.loss_cls: 0.1736, decode.d7.loss_mask: 0.4292, decode.d7.loss_dice: 0.6765, decode.d8.loss_cls: 0.1739, decode.d8.loss_mask: 0.4276, decode.d8.loss_dice: 0.6784, loss: 14.8731 2022-04-27 14:46:49,819 - mmseg - INFO - Iter [126600/160000] lr: 2.997e-07, eta: 10:03:59, time: 1.072, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1752, decode.loss_mask: 0.4293, decode.loss_dice: 0.6801, decode.d0.loss_cls: 1.8602, decode.d0.loss_mask: 0.4740, decode.d0.loss_dice: 0.7808, decode.d1.loss_cls: 0.2577, decode.d1.loss_mask: 0.4472, decode.d1.loss_dice: 0.7173, decode.d2.loss_cls: 0.2196, decode.d2.loss_mask: 0.4382, decode.d2.loss_dice: 0.6934, decode.d3.loss_cls: 0.2007, decode.d3.loss_mask: 0.4329, decode.d3.loss_dice: 0.6857, decode.d4.loss_cls: 0.1880, decode.d4.loss_mask: 0.4322, decode.d4.loss_dice: 0.6852, decode.d5.loss_cls: 0.1818, decode.d5.loss_mask: 0.4305, decode.d5.loss_dice: 0.6850, decode.d6.loss_cls: 0.1743, decode.d6.loss_mask: 0.4311, decode.d6.loss_dice: 0.6807, decode.d7.loss_cls: 0.1766, decode.d7.loss_mask: 0.4317, decode.d7.loss_dice: 0.6834, decode.d8.loss_cls: 0.1756, decode.d8.loss_mask: 0.4297, decode.d8.loss_dice: 0.6775, loss: 14.9557 2022-04-27 14:47:43,172 - mmseg - INFO - Iter [126650/160000] lr: 2.993e-07, eta: 10:03:04, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1648, decode.loss_mask: 0.4429, decode.loss_dice: 0.6697, decode.d0.loss_cls: 1.8387, decode.d0.loss_mask: 0.4911, decode.d0.loss_dice: 0.7734, decode.d1.loss_cls: 0.2366, decode.d1.loss_mask: 0.4588, decode.d1.loss_dice: 0.7078, decode.d2.loss_cls: 0.2008, decode.d2.loss_mask: 0.4502, decode.d2.loss_dice: 0.6901, decode.d3.loss_cls: 0.1805, decode.d3.loss_mask: 0.4454, decode.d3.loss_dice: 0.6788, decode.d4.loss_cls: 0.1737, decode.d4.loss_mask: 0.4435, decode.d4.loss_dice: 0.6765, decode.d5.loss_cls: 0.1757, decode.d5.loss_mask: 0.4428, decode.d5.loss_dice: 0.6800, decode.d6.loss_cls: 0.1662, decode.d6.loss_mask: 0.4429, decode.d6.loss_dice: 0.6727, decode.d7.loss_cls: 0.1652, decode.d7.loss_mask: 0.4433, decode.d7.loss_dice: 0.6735, decode.d8.loss_cls: 0.1668, decode.d8.loss_mask: 0.4412, decode.d8.loss_dice: 0.6729, loss: 14.8665 2022-04-27 14:48:36,812 - mmseg - INFO - Iter [126700/160000] lr: 2.988e-07, eta: 10:02:10, time: 1.073, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1826, decode.loss_mask: 0.4525, decode.loss_dice: 0.6984, decode.d0.loss_cls: 1.8516, decode.d0.loss_mask: 0.4974, decode.d0.loss_dice: 0.8109, decode.d1.loss_cls: 0.2547, decode.d1.loss_mask: 0.4723, decode.d1.loss_dice: 0.7521, decode.d2.loss_cls: 0.2211, decode.d2.loss_mask: 0.4643, decode.d2.loss_dice: 0.7229, decode.d3.loss_cls: 0.2051, decode.d3.loss_mask: 0.4591, decode.d3.loss_dice: 0.7113, decode.d4.loss_cls: 0.1910, decode.d4.loss_mask: 0.4571, decode.d4.loss_dice: 0.7167, decode.d5.loss_cls: 0.1886, decode.d5.loss_mask: 0.4557, decode.d5.loss_dice: 0.7123, decode.d6.loss_cls: 0.1811, decode.d6.loss_mask: 0.4555, decode.d6.loss_dice: 0.7081, decode.d7.loss_cls: 0.1786, decode.d7.loss_mask: 0.4541, decode.d7.loss_dice: 0.7063, decode.d8.loss_cls: 0.1844, decode.d8.loss_mask: 0.4533, decode.d8.loss_dice: 0.7077, loss: 15.5069 2022-04-27 14:49:30,343 - mmseg - INFO - Iter [126750/160000] lr: 2.984e-07, eta: 10:01:15, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1919, decode.loss_mask: 0.4332, decode.loss_dice: 0.7078, decode.d0.loss_cls: 1.9075, decode.d0.loss_mask: 0.4793, decode.d0.loss_dice: 0.8233, decode.d1.loss_cls: 0.2890, decode.d1.loss_mask: 0.4494, decode.d1.loss_dice: 0.7544, decode.d2.loss_cls: 0.2385, decode.d2.loss_mask: 0.4424, decode.d2.loss_dice: 0.7291, decode.d3.loss_cls: 0.2094, decode.d3.loss_mask: 0.4384, decode.d3.loss_dice: 0.7194, decode.d4.loss_cls: 0.2007, decode.d4.loss_mask: 0.4371, decode.d4.loss_dice: 0.7189, decode.d5.loss_cls: 0.1982, decode.d5.loss_mask: 0.4372, decode.d5.loss_dice: 0.7189, decode.d6.loss_cls: 0.1909, decode.d6.loss_mask: 0.4342, decode.d6.loss_dice: 0.7074, decode.d7.loss_cls: 0.1901, decode.d7.loss_mask: 0.4341, decode.d7.loss_dice: 0.7044, decode.d8.loss_cls: 0.1882, decode.d8.loss_mask: 0.4346, decode.d8.loss_dice: 0.7054, loss: 15.5133 2022-04-27 14:50:24,548 - mmseg - INFO - Iter [126800/160000] lr: 2.979e-07, eta: 10:00:21, time: 1.084, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1679, decode.loss_mask: 0.4408, decode.loss_dice: 0.6848, decode.d0.loss_cls: 1.7849, decode.d0.loss_mask: 0.4814, decode.d0.loss_dice: 0.7852, decode.d1.loss_cls: 0.2544, decode.d1.loss_mask: 0.4583, decode.d1.loss_dice: 0.7260, decode.d2.loss_cls: 0.2140, decode.d2.loss_mask: 0.4497, decode.d2.loss_dice: 0.7042, decode.d3.loss_cls: 0.1878, decode.d3.loss_mask: 0.4457, decode.d3.loss_dice: 0.6946, decode.d4.loss_cls: 0.1788, decode.d4.loss_mask: 0.4444, decode.d4.loss_dice: 0.6917, decode.d5.loss_cls: 0.1791, decode.d5.loss_mask: 0.4416, decode.d5.loss_dice: 0.6910, decode.d6.loss_cls: 0.1743, decode.d6.loss_mask: 0.4406, decode.d6.loss_dice: 0.6840, decode.d7.loss_cls: 0.1699, decode.d7.loss_mask: 0.4418, decode.d7.loss_dice: 0.6868, decode.d8.loss_cls: 0.1696, decode.d8.loss_mask: 0.4409, decode.d8.loss_dice: 0.6844, loss: 14.9983 2022-04-27 14:51:18,802 - mmseg - INFO - Iter [126850/160000] lr: 2.975e-07, eta: 9:59:27, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1910, decode.loss_mask: 0.4541, decode.loss_dice: 0.7131, decode.d0.loss_cls: 1.8495, decode.d0.loss_mask: 0.5023, decode.d0.loss_dice: 0.8133, decode.d1.loss_cls: 0.2784, decode.d1.loss_mask: 0.4727, decode.d1.loss_dice: 0.7585, decode.d2.loss_cls: 0.2273, decode.d2.loss_mask: 0.4661, decode.d2.loss_dice: 0.7313, decode.d3.loss_cls: 0.2139, decode.d3.loss_mask: 0.4614, decode.d3.loss_dice: 0.7224, decode.d4.loss_cls: 0.2015, decode.d4.loss_mask: 0.4597, decode.d4.loss_dice: 0.7196, decode.d5.loss_cls: 0.1897, decode.d5.loss_mask: 0.4600, decode.d5.loss_dice: 0.7188, decode.d6.loss_cls: 0.1920, decode.d6.loss_mask: 0.4582, decode.d6.loss_dice: 0.7121, decode.d7.loss_cls: 0.1884, decode.d7.loss_mask: 0.4569, decode.d7.loss_dice: 0.7158, decode.d8.loss_cls: 0.1853, decode.d8.loss_mask: 0.4562, decode.d8.loss_dice: 0.7143, loss: 15.6840 2022-04-27 14:52:12,789 - mmseg - INFO - Iter [126900/160000] lr: 2.970e-07, eta: 9:58:33, time: 1.080, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1920, decode.loss_mask: 0.4377, decode.loss_dice: 0.6857, decode.d0.loss_cls: 1.8224, decode.d0.loss_mask: 0.4805, decode.d0.loss_dice: 0.7964, decode.d1.loss_cls: 0.2830, decode.d1.loss_mask: 0.4544, decode.d1.loss_dice: 0.7286, decode.d2.loss_cls: 0.2414, decode.d2.loss_mask: 0.4450, decode.d2.loss_dice: 0.7109, decode.d3.loss_cls: 0.2217, decode.d3.loss_mask: 0.4422, decode.d3.loss_dice: 0.6981, decode.d4.loss_cls: 0.2100, decode.d4.loss_mask: 0.4408, decode.d4.loss_dice: 0.6956, decode.d5.loss_cls: 0.2110, decode.d5.loss_mask: 0.4399, decode.d5.loss_dice: 0.6937, decode.d6.loss_cls: 0.2015, decode.d6.loss_mask: 0.4397, decode.d6.loss_dice: 0.6885, decode.d7.loss_cls: 0.1970, decode.d7.loss_mask: 0.4373, decode.d7.loss_dice: 0.6879, decode.d8.loss_cls: 0.1955, decode.d8.loss_mask: 0.4384, decode.d8.loss_dice: 0.6884, loss: 15.3050 2022-04-27 14:53:07,331 - mmseg - INFO - Iter [126950/160000] lr: 2.966e-07, eta: 9:57:38, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1825, decode.loss_mask: 0.4348, decode.loss_dice: 0.6903, decode.d0.loss_cls: 1.8648, decode.d0.loss_mask: 0.4794, decode.d0.loss_dice: 0.7952, decode.d1.loss_cls: 0.2636, decode.d1.loss_mask: 0.4490, decode.d1.loss_dice: 0.7313, decode.d2.loss_cls: 0.2270, decode.d2.loss_mask: 0.4445, decode.d2.loss_dice: 0.7119, decode.d3.loss_cls: 0.2042, decode.d3.loss_mask: 0.4397, decode.d3.loss_dice: 0.6990, decode.d4.loss_cls: 0.1984, decode.d4.loss_mask: 0.4369, decode.d4.loss_dice: 0.6967, decode.d5.loss_cls: 0.1919, decode.d5.loss_mask: 0.4364, decode.d5.loss_dice: 0.6968, decode.d6.loss_cls: 0.1929, decode.d6.loss_mask: 0.4346, decode.d6.loss_dice: 0.6948, decode.d7.loss_cls: 0.1884, decode.d7.loss_mask: 0.4347, decode.d7.loss_dice: 0.6917, decode.d8.loss_cls: 0.1862, decode.d8.loss_mask: 0.4345, decode.d8.loss_dice: 0.6907, loss: 15.2227 2022-04-27 14:54:00,739 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 14:54:00,740 - mmseg - INFO - Iter [127000/160000] lr: 2.961e-07, eta: 9:56:44, time: 1.068, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1786, decode.loss_mask: 0.4537, decode.loss_dice: 0.6984, decode.d0.loss_cls: 1.8251, decode.d0.loss_mask: 0.4988, decode.d0.loss_dice: 0.7924, decode.d1.loss_cls: 0.2571, decode.d1.loss_mask: 0.4722, decode.d1.loss_dice: 0.7351, decode.d2.loss_cls: 0.2149, decode.d2.loss_mask: 0.4647, decode.d2.loss_dice: 0.7190, decode.d3.loss_cls: 0.1966, decode.d3.loss_mask: 0.4599, decode.d3.loss_dice: 0.7078, decode.d4.loss_cls: 0.1877, decode.d4.loss_mask: 0.4576, decode.d4.loss_dice: 0.7070, decode.d5.loss_cls: 0.1768, decode.d5.loss_mask: 0.4570, decode.d5.loss_dice: 0.7102, decode.d6.loss_cls: 0.1839, decode.d6.loss_mask: 0.4562, decode.d6.loss_dice: 0.7031, decode.d7.loss_cls: 0.1751, decode.d7.loss_mask: 0.4551, decode.d7.loss_dice: 0.7038, decode.d8.loss_cls: 0.1776, decode.d8.loss_mask: 0.4548, decode.d8.loss_dice: 0.7033, loss: 15.3833 2022-04-27 14:54:55,502 - mmseg - INFO - Iter [127050/160000] lr: 2.957e-07, eta: 9:55:50, time: 1.095, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2133, decode.loss_mask: 0.4334, decode.loss_dice: 0.6947, decode.d0.loss_cls: 1.9018, decode.d0.loss_mask: 0.4832, decode.d0.loss_dice: 0.8092, decode.d1.loss_cls: 0.3059, decode.d1.loss_mask: 0.4516, decode.d1.loss_dice: 0.7369, decode.d2.loss_cls: 0.2615, decode.d2.loss_mask: 0.4390, decode.d2.loss_dice: 0.7156, decode.d3.loss_cls: 0.2329, decode.d3.loss_mask: 0.4367, decode.d3.loss_dice: 0.7068, decode.d4.loss_cls: 0.2232, decode.d4.loss_mask: 0.4360, decode.d4.loss_dice: 0.7038, decode.d5.loss_cls: 0.2194, decode.d5.loss_mask: 0.4344, decode.d5.loss_dice: 0.7003, decode.d6.loss_cls: 0.2148, decode.d6.loss_mask: 0.4343, decode.d6.loss_dice: 0.6940, decode.d7.loss_cls: 0.2105, decode.d7.loss_mask: 0.4336, decode.d7.loss_dice: 0.6968, decode.d8.loss_cls: 0.2129, decode.d8.loss_mask: 0.4348, decode.d8.loss_dice: 0.6969, loss: 15.5679 2022-04-27 14:55:49,980 - mmseg - INFO - Iter [127100/160000] lr: 2.952e-07, eta: 9:54:56, time: 1.090, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1858, decode.loss_mask: 0.4373, decode.loss_dice: 0.7030, decode.d0.loss_cls: 1.8735, decode.d0.loss_mask: 0.4847, decode.d0.loss_dice: 0.8128, decode.d1.loss_cls: 0.2736, decode.d1.loss_mask: 0.4558, decode.d1.loss_dice: 0.7422, decode.d2.loss_cls: 0.2259, decode.d2.loss_mask: 0.4453, decode.d2.loss_dice: 0.7266, decode.d3.loss_cls: 0.2055, decode.d3.loss_mask: 0.4411, decode.d3.loss_dice: 0.7122, decode.d4.loss_cls: 0.1922, decode.d4.loss_mask: 0.4402, decode.d4.loss_dice: 0.7097, decode.d5.loss_cls: 0.1898, decode.d5.loss_mask: 0.4389, decode.d5.loss_dice: 0.7069, decode.d6.loss_cls: 0.1877, decode.d6.loss_mask: 0.4398, decode.d6.loss_dice: 0.7071, decode.d7.loss_cls: 0.1816, decode.d7.loss_mask: 0.4383, decode.d7.loss_dice: 0.7051, decode.d8.loss_cls: 0.1786, decode.d8.loss_mask: 0.4388, decode.d8.loss_dice: 0.7017, loss: 15.3819 2022-04-27 14:56:44,363 - mmseg - INFO - Iter [127150/160000] lr: 2.948e-07, eta: 9:54:01, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1840, decode.loss_mask: 0.4298, decode.loss_dice: 0.6845, decode.d0.loss_cls: 1.8196, decode.d0.loss_mask: 0.4728, decode.d0.loss_dice: 0.7893, decode.d1.loss_cls: 0.2719, decode.d1.loss_mask: 0.4460, decode.d1.loss_dice: 0.7205, decode.d2.loss_cls: 0.2305, decode.d2.loss_mask: 0.4394, decode.d2.loss_dice: 0.7001, decode.d3.loss_cls: 0.2054, decode.d3.loss_mask: 0.4337, decode.d3.loss_dice: 0.6894, decode.d4.loss_cls: 0.1995, decode.d4.loss_mask: 0.4337, decode.d4.loss_dice: 0.6896, decode.d5.loss_cls: 0.1882, decode.d5.loss_mask: 0.4319, decode.d5.loss_dice: 0.6916, decode.d6.loss_cls: 0.1902, decode.d6.loss_mask: 0.4307, decode.d6.loss_dice: 0.6855, decode.d7.loss_cls: 0.1904, decode.d7.loss_mask: 0.4303, decode.d7.loss_dice: 0.6836, decode.d8.loss_cls: 0.1845, decode.d8.loss_mask: 0.4311, decode.d8.loss_dice: 0.6843, loss: 15.0619 2022-04-27 14:57:38,580 - mmseg - INFO - Iter [127200/160000] lr: 2.943e-07, eta: 9:53:07, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1672, decode.loss_mask: 0.4399, decode.loss_dice: 0.6715, decode.d0.loss_cls: 1.8037, decode.d0.loss_mask: 0.4800, decode.d0.loss_dice: 0.7630, decode.d1.loss_cls: 0.2512, decode.d1.loss_mask: 0.4547, decode.d1.loss_dice: 0.7068, decode.d2.loss_cls: 0.2143, decode.d2.loss_mask: 0.4502, decode.d2.loss_dice: 0.6884, decode.d3.loss_cls: 0.1913, decode.d3.loss_mask: 0.4462, decode.d3.loss_dice: 0.6754, decode.d4.loss_cls: 0.1842, decode.d4.loss_mask: 0.4440, decode.d4.loss_dice: 0.6710, decode.d5.loss_cls: 0.1738, decode.d5.loss_mask: 0.4438, decode.d5.loss_dice: 0.6758, decode.d6.loss_cls: 0.1698, decode.d6.loss_mask: 0.4414, decode.d6.loss_dice: 0.6663, decode.d7.loss_cls: 0.1717, decode.d7.loss_mask: 0.4408, decode.d7.loss_dice: 0.6707, decode.d8.loss_cls: 0.1679, decode.d8.loss_mask: 0.4407, decode.d8.loss_dice: 0.6690, loss: 14.8347 2022-04-27 14:58:32,368 - mmseg - INFO - Iter [127250/160000] lr: 2.939e-07, eta: 9:52:13, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1777, decode.loss_mask: 0.4414, decode.loss_dice: 0.6850, decode.d0.loss_cls: 1.8806, decode.d0.loss_mask: 0.4921, decode.d0.loss_dice: 0.7963, decode.d1.loss_cls: 0.2615, decode.d1.loss_mask: 0.4588, decode.d1.loss_dice: 0.7272, decode.d2.loss_cls: 0.2242, decode.d2.loss_mask: 0.4506, decode.d2.loss_dice: 0.7057, decode.d3.loss_cls: 0.2036, decode.d3.loss_mask: 0.4486, decode.d3.loss_dice: 0.6954, decode.d4.loss_cls: 0.1882, decode.d4.loss_mask: 0.4474, decode.d4.loss_dice: 0.6924, decode.d5.loss_cls: 0.1846, decode.d5.loss_mask: 0.4455, decode.d5.loss_dice: 0.6944, decode.d6.loss_cls: 0.1777, decode.d6.loss_mask: 0.4440, decode.d6.loss_dice: 0.6881, decode.d7.loss_cls: 0.1815, decode.d7.loss_mask: 0.4434, decode.d7.loss_dice: 0.6918, decode.d8.loss_cls: 0.1787, decode.d8.loss_mask: 0.4429, decode.d8.loss_dice: 0.6892, loss: 15.2383 2022-04-27 14:59:26,241 - mmseg - INFO - Iter [127300/160000] lr: 2.934e-07, eta: 9:51:18, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1888, decode.loss_mask: 0.4460, decode.loss_dice: 0.6948, decode.d0.loss_cls: 1.8949, decode.d0.loss_mask: 0.4885, decode.d0.loss_dice: 0.7951, decode.d1.loss_cls: 0.2746, decode.d1.loss_mask: 0.4590, decode.d1.loss_dice: 0.7384, decode.d2.loss_cls: 0.2314, decode.d2.loss_mask: 0.4532, decode.d2.loss_dice: 0.7196, decode.d3.loss_cls: 0.2103, decode.d3.loss_mask: 0.4509, decode.d3.loss_dice: 0.7028, decode.d4.loss_cls: 0.2017, decode.d4.loss_mask: 0.4481, decode.d4.loss_dice: 0.7059, decode.d5.loss_cls: 0.1924, decode.d5.loss_mask: 0.4489, decode.d5.loss_dice: 0.7039, decode.d6.loss_cls: 0.1897, decode.d6.loss_mask: 0.4474, decode.d6.loss_dice: 0.7021, decode.d7.loss_cls: 0.1934, decode.d7.loss_mask: 0.4471, decode.d7.loss_dice: 0.7001, decode.d8.loss_cls: 0.1899, decode.d8.loss_mask: 0.4467, decode.d8.loss_dice: 0.6963, loss: 15.4621 2022-04-27 15:00:20,372 - mmseg - INFO - Iter [127350/160000] lr: 2.930e-07, eta: 9:50:24, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1747, decode.loss_mask: 0.4403, decode.loss_dice: 0.6894, decode.d0.loss_cls: 1.8931, decode.d0.loss_mask: 0.4885, decode.d0.loss_dice: 0.7920, decode.d1.loss_cls: 0.2778, decode.d1.loss_mask: 0.4573, decode.d1.loss_dice: 0.7299, decode.d2.loss_cls: 0.2261, decode.d2.loss_mask: 0.4487, decode.d2.loss_dice: 0.7088, decode.d3.loss_cls: 0.2012, decode.d3.loss_mask: 0.4451, decode.d3.loss_dice: 0.6924, decode.d4.loss_cls: 0.1956, decode.d4.loss_mask: 0.4433, decode.d4.loss_dice: 0.6953, decode.d5.loss_cls: 0.1884, decode.d5.loss_mask: 0.4430, decode.d5.loss_dice: 0.6988, decode.d6.loss_cls: 0.1893, decode.d6.loss_mask: 0.4424, decode.d6.loss_dice: 0.6911, decode.d7.loss_cls: 0.1843, decode.d7.loss_mask: 0.4416, decode.d7.loss_dice: 0.6879, decode.d8.loss_cls: 0.1793, decode.d8.loss_mask: 0.4417, decode.d8.loss_dice: 0.6899, loss: 15.2772 2022-04-27 15:01:14,655 - mmseg - INFO - Iter [127400/160000] lr: 2.926e-07, eta: 9:49:30, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2013, decode.loss_mask: 0.4548, decode.loss_dice: 0.7044, decode.d0.loss_cls: 1.7975, decode.d0.loss_mask: 0.4949, decode.d0.loss_dice: 0.8141, decode.d1.loss_cls: 0.2807, decode.d1.loss_mask: 0.4700, decode.d1.loss_dice: 0.7489, decode.d2.loss_cls: 0.2288, decode.d2.loss_mask: 0.4620, decode.d2.loss_dice: 0.7261, decode.d3.loss_cls: 0.2218, decode.d3.loss_mask: 0.4562, decode.d3.loss_dice: 0.7120, decode.d4.loss_cls: 0.2109, decode.d4.loss_mask: 0.4559, decode.d4.loss_dice: 0.7139, decode.d5.loss_cls: 0.2062, decode.d5.loss_mask: 0.4575, decode.d5.loss_dice: 0.7138, decode.d6.loss_cls: 0.2072, decode.d6.loss_mask: 0.4540, decode.d6.loss_dice: 0.7104, decode.d7.loss_cls: 0.2012, decode.d7.loss_mask: 0.4538, decode.d7.loss_dice: 0.7070, decode.d8.loss_cls: 0.2018, decode.d8.loss_mask: 0.4557, decode.d8.loss_dice: 0.7061, loss: 15.6289 2022-04-27 15:02:08,252 - mmseg - INFO - Iter [127450/160000] lr: 2.921e-07, eta: 9:48:36, time: 1.072, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2083, decode.loss_mask: 0.4513, decode.loss_dice: 0.7218, decode.d0.loss_cls: 1.8980, decode.d0.loss_mask: 0.4956, decode.d0.loss_dice: 0.8355, decode.d1.loss_cls: 0.2964, decode.d1.loss_mask: 0.4701, decode.d1.loss_dice: 0.7685, decode.d2.loss_cls: 0.2476, decode.d2.loss_mask: 0.4617, decode.d2.loss_dice: 0.7497, decode.d3.loss_cls: 0.2221, decode.d3.loss_mask: 0.4575, decode.d3.loss_dice: 0.7303, decode.d4.loss_cls: 0.2173, decode.d4.loss_mask: 0.4562, decode.d4.loss_dice: 0.7245, decode.d5.loss_cls: 0.2111, decode.d5.loss_mask: 0.4558, decode.d5.loss_dice: 0.7312, decode.d6.loss_cls: 0.2077, decode.d6.loss_mask: 0.4545, decode.d6.loss_dice: 0.7246, decode.d7.loss_cls: 0.2029, decode.d7.loss_mask: 0.4519, decode.d7.loss_dice: 0.7282, decode.d8.loss_cls: 0.2079, decode.d8.loss_mask: 0.4520, decode.d8.loss_dice: 0.7267, loss: 15.9670 2022-04-27 15:03:02,856 - mmseg - INFO - Iter [127500/160000] lr: 2.917e-07, eta: 9:47:41, time: 1.092, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2001, decode.loss_mask: 0.4370, decode.loss_dice: 0.6898, decode.d0.loss_cls: 1.8351, decode.d0.loss_mask: 0.4856, decode.d0.loss_dice: 0.7979, decode.d1.loss_cls: 0.2639, decode.d1.loss_mask: 0.4592, decode.d1.loss_dice: 0.7351, decode.d2.loss_cls: 0.2360, decode.d2.loss_mask: 0.4474, decode.d2.loss_dice: 0.7107, decode.d3.loss_cls: 0.2174, decode.d3.loss_mask: 0.4407, decode.d3.loss_dice: 0.6989, decode.d4.loss_cls: 0.2081, decode.d4.loss_mask: 0.4398, decode.d4.loss_dice: 0.6975, decode.d5.loss_cls: 0.2069, decode.d5.loss_mask: 0.4394, decode.d5.loss_dice: 0.6941, decode.d6.loss_cls: 0.1964, decode.d6.loss_mask: 0.4386, decode.d6.loss_dice: 0.6880, decode.d7.loss_cls: 0.1933, decode.d7.loss_mask: 0.4376, decode.d7.loss_dice: 0.6914, decode.d8.loss_cls: 0.1898, decode.d8.loss_mask: 0.4375, decode.d8.loss_dice: 0.6933, loss: 15.3065 2022-04-27 15:03:57,285 - mmseg - INFO - Iter [127550/160000] lr: 2.912e-07, eta: 9:46:47, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1950, decode.loss_mask: 0.4353, decode.loss_dice: 0.6596, decode.d0.loss_cls: 1.8466, decode.d0.loss_mask: 0.4822, decode.d0.loss_dice: 0.7579, decode.d1.loss_cls: 0.2873, decode.d1.loss_mask: 0.4547, decode.d1.loss_dice: 0.6999, decode.d2.loss_cls: 0.2420, decode.d2.loss_mask: 0.4447, decode.d2.loss_dice: 0.6807, decode.d3.loss_cls: 0.2222, decode.d3.loss_mask: 0.4383, decode.d3.loss_dice: 0.6699, decode.d4.loss_cls: 0.2127, decode.d4.loss_mask: 0.4386, decode.d4.loss_dice: 0.6685, decode.d5.loss_cls: 0.2099, decode.d5.loss_mask: 0.4359, decode.d5.loss_dice: 0.6667, decode.d6.loss_cls: 0.2047, decode.d6.loss_mask: 0.4352, decode.d6.loss_dice: 0.6609, decode.d7.loss_cls: 0.2002, decode.d7.loss_mask: 0.4342, decode.d7.loss_dice: 0.6643, decode.d8.loss_cls: 0.1979, decode.d8.loss_mask: 0.4351, decode.d8.loss_dice: 0.6615, loss: 15.0426 2022-04-27 15:04:54,884 - mmseg - INFO - Iter [127600/160000] lr: 2.908e-07, eta: 9:45:54, time: 1.152, data_time: 0.064, memory: 64049, decode.loss_cls: 0.1760, decode.loss_mask: 0.4390, decode.loss_dice: 0.6889, decode.d0.loss_cls: 1.8310, decode.d0.loss_mask: 0.4831, decode.d0.loss_dice: 0.7815, decode.d1.loss_cls: 0.2514, decode.d1.loss_mask: 0.4535, decode.d1.loss_dice: 0.7259, decode.d2.loss_cls: 0.2070, decode.d2.loss_mask: 0.4444, decode.d2.loss_dice: 0.7058, decode.d3.loss_cls: 0.1971, decode.d3.loss_mask: 0.4406, decode.d3.loss_dice: 0.6954, decode.d4.loss_cls: 0.1870, decode.d4.loss_mask: 0.4411, decode.d4.loss_dice: 0.6982, decode.d5.loss_cls: 0.1807, decode.d5.loss_mask: 0.4413, decode.d5.loss_dice: 0.6923, decode.d6.loss_cls: 0.1804, decode.d6.loss_mask: 0.4394, decode.d6.loss_dice: 0.6917, decode.d7.loss_cls: 0.1790, decode.d7.loss_mask: 0.4385, decode.d7.loss_dice: 0.6920, decode.d8.loss_cls: 0.1687, decode.d8.loss_mask: 0.4412, decode.d8.loss_dice: 0.6941, loss: 15.0859 2022-04-27 15:05:49,409 - mmseg - INFO - Iter [127650/160000] lr: 2.903e-07, eta: 9:45:00, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1854, decode.loss_mask: 0.4347, decode.loss_dice: 0.6885, decode.d0.loss_cls: 1.8190, decode.d0.loss_mask: 0.4776, decode.d0.loss_dice: 0.7935, decode.d1.loss_cls: 0.2602, decode.d1.loss_mask: 0.4548, decode.d1.loss_dice: 0.7334, decode.d2.loss_cls: 0.2160, decode.d2.loss_mask: 0.4443, decode.d2.loss_dice: 0.7174, decode.d3.loss_cls: 0.2052, decode.d3.loss_mask: 0.4401, decode.d3.loss_dice: 0.6998, decode.d4.loss_cls: 0.1933, decode.d4.loss_mask: 0.4396, decode.d4.loss_dice: 0.7018, decode.d5.loss_cls: 0.1866, decode.d5.loss_mask: 0.4388, decode.d5.loss_dice: 0.7005, decode.d6.loss_cls: 0.1877, decode.d6.loss_mask: 0.4360, decode.d6.loss_dice: 0.6938, decode.d7.loss_cls: 0.1873, decode.d7.loss_mask: 0.4346, decode.d7.loss_dice: 0.6922, decode.d8.loss_cls: 0.1909, decode.d8.loss_mask: 0.4350, decode.d8.loss_dice: 0.6904, loss: 15.1786 2022-04-27 15:06:43,099 - mmseg - INFO - Iter [127700/160000] lr: 2.899e-07, eta: 9:44:05, time: 1.074, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1792, decode.loss_mask: 0.4489, decode.loss_dice: 0.7045, decode.d0.loss_cls: 1.8134, decode.d0.loss_mask: 0.4939, decode.d0.loss_dice: 0.8077, decode.d1.loss_cls: 0.2724, decode.d1.loss_mask: 0.4637, decode.d1.loss_dice: 0.7419, decode.d2.loss_cls: 0.2327, decode.d2.loss_mask: 0.4544, decode.d2.loss_dice: 0.7196, decode.d3.loss_cls: 0.2010, decode.d3.loss_mask: 0.4516, decode.d3.loss_dice: 0.7102, decode.d4.loss_cls: 0.1903, decode.d4.loss_mask: 0.4527, decode.d4.loss_dice: 0.7104, decode.d5.loss_cls: 0.1924, decode.d5.loss_mask: 0.4512, decode.d5.loss_dice: 0.7113, decode.d6.loss_cls: 0.1931, decode.d6.loss_mask: 0.4506, decode.d6.loss_dice: 0.7040, decode.d7.loss_cls: 0.1867, decode.d7.loss_mask: 0.4500, decode.d7.loss_dice: 0.7021, decode.d8.loss_cls: 0.1856, decode.d8.loss_mask: 0.4499, decode.d8.loss_dice: 0.7008, loss: 15.4263 2022-04-27 15:07:37,324 - mmseg - INFO - Iter [127750/160000] lr: 2.894e-07, eta: 9:43:11, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1774, decode.loss_mask: 0.4454, decode.loss_dice: 0.6812, decode.d0.loss_cls: 1.8491, decode.d0.loss_mask: 0.4936, decode.d0.loss_dice: 0.7921, decode.d1.loss_cls: 0.2638, decode.d1.loss_mask: 0.4626, decode.d1.loss_dice: 0.7257, decode.d2.loss_cls: 0.2181, decode.d2.loss_mask: 0.4551, decode.d2.loss_dice: 0.7021, decode.d3.loss_cls: 0.1968, decode.d3.loss_mask: 0.4512, decode.d3.loss_dice: 0.6919, decode.d4.loss_cls: 0.1879, decode.d4.loss_mask: 0.4484, decode.d4.loss_dice: 0.6864, decode.d5.loss_cls: 0.1828, decode.d5.loss_mask: 0.4497, decode.d5.loss_dice: 0.6852, decode.d6.loss_cls: 0.1818, decode.d6.loss_mask: 0.4458, decode.d6.loss_dice: 0.6814, decode.d7.loss_cls: 0.1803, decode.d7.loss_mask: 0.4454, decode.d7.loss_dice: 0.6821, decode.d8.loss_cls: 0.1755, decode.d8.loss_mask: 0.4450, decode.d8.loss_dice: 0.6818, loss: 15.1657 2022-04-27 15:08:31,259 - mmseg - INFO - Iter [127800/160000] lr: 2.890e-07, eta: 9:42:17, time: 1.079, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1930, decode.loss_mask: 0.4493, decode.loss_dice: 0.6984, decode.d0.loss_cls: 1.8347, decode.d0.loss_mask: 0.4885, decode.d0.loss_dice: 0.7975, decode.d1.loss_cls: 0.2746, decode.d1.loss_mask: 0.4650, decode.d1.loss_dice: 0.7388, decode.d2.loss_cls: 0.2221, decode.d2.loss_mask: 0.4562, decode.d2.loss_dice: 0.7218, decode.d3.loss_cls: 0.2150, decode.d3.loss_mask: 0.4545, decode.d3.loss_dice: 0.7071, decode.d4.loss_cls: 0.2043, decode.d4.loss_mask: 0.4522, decode.d4.loss_dice: 0.7076, decode.d5.loss_cls: 0.1941, decode.d5.loss_mask: 0.4512, decode.d5.loss_dice: 0.7045, decode.d6.loss_cls: 0.1959, decode.d6.loss_mask: 0.4507, decode.d6.loss_dice: 0.7024, decode.d7.loss_cls: 0.1883, decode.d7.loss_mask: 0.4518, decode.d7.loss_dice: 0.7032, decode.d8.loss_cls: 0.1926, decode.d8.loss_mask: 0.4506, decode.d8.loss_dice: 0.7029, loss: 15.4689 2022-04-27 15:09:25,331 - mmseg - INFO - Iter [127850/160000] lr: 2.885e-07, eta: 9:41:22, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1862, decode.loss_mask: 0.4496, decode.loss_dice: 0.7131, decode.d0.loss_cls: 1.8679, decode.d0.loss_mask: 0.4962, decode.d0.loss_dice: 0.8180, decode.d1.loss_cls: 0.2712, decode.d1.loss_mask: 0.4723, decode.d1.loss_dice: 0.7560, decode.d2.loss_cls: 0.2295, decode.d2.loss_mask: 0.4606, decode.d2.loss_dice: 0.7324, decode.d3.loss_cls: 0.2103, decode.d3.loss_mask: 0.4556, decode.d3.loss_dice: 0.7169, decode.d4.loss_cls: 0.2001, decode.d4.loss_mask: 0.4539, decode.d4.loss_dice: 0.7163, decode.d5.loss_cls: 0.1917, decode.d5.loss_mask: 0.4541, decode.d5.loss_dice: 0.7189, decode.d6.loss_cls: 0.1911, decode.d6.loss_mask: 0.4507, decode.d6.loss_dice: 0.7078, decode.d7.loss_cls: 0.1838, decode.d7.loss_mask: 0.4516, decode.d7.loss_dice: 0.7135, decode.d8.loss_cls: 0.1863, decode.d8.loss_mask: 0.4500, decode.d8.loss_dice: 0.7098, loss: 15.6152 2022-04-27 15:10:20,327 - mmseg - INFO - Iter [127900/160000] lr: 2.881e-07, eta: 9:40:28, time: 1.100, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1791, decode.loss_mask: 0.4113, decode.loss_dice: 0.6889, decode.d0.loss_cls: 1.8799, decode.d0.loss_mask: 0.4491, decode.d0.loss_dice: 0.7873, decode.d1.loss_cls: 0.2708, decode.d1.loss_mask: 0.4219, decode.d1.loss_dice: 0.7246, decode.d2.loss_cls: 0.2257, decode.d2.loss_mask: 0.4170, decode.d2.loss_dice: 0.7086, decode.d3.loss_cls: 0.1975, decode.d3.loss_mask: 0.4145, decode.d3.loss_dice: 0.6933, decode.d4.loss_cls: 0.1930, decode.d4.loss_mask: 0.4141, decode.d4.loss_dice: 0.6943, decode.d5.loss_cls: 0.1860, decode.d5.loss_mask: 0.4120, decode.d5.loss_dice: 0.6918, decode.d6.loss_cls: 0.1779, decode.d6.loss_mask: 0.4107, decode.d6.loss_dice: 0.6902, decode.d7.loss_cls: 0.1824, decode.d7.loss_mask: 0.4103, decode.d7.loss_dice: 0.6893, decode.d8.loss_cls: 0.1797, decode.d8.loss_mask: 0.4104, decode.d8.loss_dice: 0.6837, loss: 14.8954 2022-04-27 15:11:15,037 - mmseg - INFO - Iter [127950/160000] lr: 2.876e-07, eta: 9:39:34, time: 1.094, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1759, decode.loss_mask: 0.4323, decode.loss_dice: 0.6683, decode.d0.loss_cls: 1.8544, decode.d0.loss_mask: 0.4745, decode.d0.loss_dice: 0.7649, decode.d1.loss_cls: 0.2491, decode.d1.loss_mask: 0.4491, decode.d1.loss_dice: 0.7060, decode.d2.loss_cls: 0.2112, decode.d2.loss_mask: 0.4404, decode.d2.loss_dice: 0.6883, decode.d3.loss_cls: 0.1949, decode.d3.loss_mask: 0.4370, decode.d3.loss_dice: 0.6764, decode.d4.loss_cls: 0.1902, decode.d4.loss_mask: 0.4359, decode.d4.loss_dice: 0.6736, decode.d5.loss_cls: 0.1853, decode.d5.loss_mask: 0.4337, decode.d5.loss_dice: 0.6722, decode.d6.loss_cls: 0.1761, decode.d6.loss_mask: 0.4315, decode.d6.loss_dice: 0.6706, decode.d7.loss_cls: 0.1756, decode.d7.loss_mask: 0.4331, decode.d7.loss_dice: 0.6709, decode.d8.loss_cls: 0.1751, decode.d8.loss_mask: 0.4309, decode.d8.loss_dice: 0.6674, loss: 14.8448 2022-04-27 15:12:09,208 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 15:12:09,210 - mmseg - INFO - Iter [128000/160000] lr: 2.872e-07, eta: 9:38:40, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2066, decode.loss_mask: 0.4461, decode.loss_dice: 0.6908, decode.d0.loss_cls: 1.8694, decode.d0.loss_mask: 0.4905, decode.d0.loss_dice: 0.7880, decode.d1.loss_cls: 0.2872, decode.d1.loss_mask: 0.4637, decode.d1.loss_dice: 0.7306, decode.d2.loss_cls: 0.2417, decode.d2.loss_mask: 0.4553, decode.d2.loss_dice: 0.7140, decode.d3.loss_cls: 0.2211, decode.d3.loss_mask: 0.4514, decode.d3.loss_dice: 0.6982, decode.d4.loss_cls: 0.2103, decode.d4.loss_mask: 0.4492, decode.d4.loss_dice: 0.6975, decode.d5.loss_cls: 0.2120, decode.d5.loss_mask: 0.4483, decode.d5.loss_dice: 0.6941, decode.d6.loss_cls: 0.2118, decode.d6.loss_mask: 0.4476, decode.d6.loss_dice: 0.6909, decode.d7.loss_cls: 0.2064, decode.d7.loss_mask: 0.4465, decode.d7.loss_dice: 0.6913, decode.d8.loss_cls: 0.2119, decode.d8.loss_mask: 0.4465, decode.d8.loss_dice: 0.6865, loss: 15.5056 2022-04-27 15:13:33,912 - mmseg - INFO - per class results: 2022-04-27 15:13:33,926 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 82.3 | 89.03 | | building | 84.61 | 91.98 | | sky | 95.18 | 97.61 | | floor | 85.47 | 92.53 | | tree | 78.04 | 89.02 | | ceiling | 87.49 | 93.9 | | road | 85.3 | 90.83 | | bed | 92.72 | 97.03 | | windowpane | 65.9 | 80.95 | | grass | 68.61 | 83.1 | | cabinet | 63.97 | 73.44 | | sidewalk | 70.68 | 83.04 | | person | 86.43 | 94.26 | | earth | 42.84 | 55.57 | | door | 57.72 | 75.55 | | table | 70.59 | 82.71 | | mountain | 63.51 | 78.05 | | plant | 55.44 | 66.86 | | curtain | 79.12 | 87.67 | | chair | 67.25 | 76.56 | | car | 88.4 | 94.21 | | water | 57.48 | 70.67 | | painting | 78.85 | 91.16 | | sofa | 80.28 | 87.8 | | shelf | 46.34 | 60.56 | | house | 51.17 | 80.13 | | sea | 62.55 | 83.36 | | mirror | 78.4 | 88.38 | | rug | 70.56 | 80.43 | | field | 32.75 | 50.48 | | armchair | 58.95 | 83.59 | | seat | 67.27 | 88.27 | | fence | 51.99 | 71.25 | | desk | 58.35 | 78.64 | | rock | 56.1 | 86.45 | | wardrobe | 56.08 | 77.39 | | lamp | 78.24 | 89.05 | | bathtub | 80.69 | 86.78 | | railing | 40.4 | 61.14 | | cushion | 69.68 | 82.12 | | base | 45.44 | 63.76 | | box | 37.31 | 49.45 | | column | 54.65 | 67.43 | | signboard | 41.16 | 58.48 | | chest of drawers | 41.15 | 69.23 | | counter | 53.32 | 66.03 | | sand | 58.12 | 87.35 | | sink | 85.5 | 92.78 | | skyscraper | 47.9 | 59.7 | | fireplace | 83.1 | 92.98 | | refrigerator | 81.48 | 87.74 | | grandstand | 58.09 | 84.35 | | path | 32.94 | 46.66 | | stairs | 31.39 | 38.37 | | runway | 68.22 | 87.73 | | case | 64.14 | 85.0 | | pool table | 95.06 | 97.78 | | pillow | 65.94 | 74.49 | | screen door | 76.37 | 85.63 | | stairway | 43.24 | 66.11 | | river | 10.23 | 23.56 | | bridge | 71.56 | 90.34 | | bookcase | 39.36 | 70.42 | | blind | 37.97 | 45.33 | | coffee table | 68.48 | 88.42 | | toilet | 90.56 | 93.16 | | flower | 45.83 | 66.72 | | book | 59.45 | 77.99 | | hill | 7.86 | 11.35 | | bench | 59.21 | 73.8 | | countertop | 66.38 | 83.09 | | stove | 86.7 | 89.96 | | palm | 58.63 | 84.88 | | kitchen island | 57.92 | 89.68 | | computer | 82.75 | 90.84 | | swivel chair | 51.17 | 72.19 | | boat | 68.04 | 93.18 | | bar | 58.19 | 71.45 | | arcade machine | 45.49 | 51.12 | | hovel | 40.67 | 45.17 | | bus | 93.3 | 96.92 | | towel | 80.16 | 89.65 | | light | 62.82 | 78.27 | | truck | 45.56 | 61.97 | | tower | 29.43 | 53.0 | | chandelier | 72.44 | 84.32 | | awning | 37.65 | 49.45 | | streetlight | 47.72 | 65.43 | | booth | 43.83 | 75.09 | | television receiver | 79.16 | 91.87 | | airplane | 72.48 | 77.41 | | dirt track | 12.52 | 56.8 | | apparel | 39.07 | 54.2 | | pole | 41.35 | 60.19 | | land | 2.77 | 5.41 | | bannister | 23.74 | 31.45 | | escalator | 59.56 | 83.14 | | ottoman | 48.2 | 71.07 | | bottle | 46.47 | 68.91 | | buffet | 50.87 | 70.59 | | poster | 41.69 | 51.86 | | stage | 21.03 | 48.31 | | van | 44.73 | 61.56 | | ship | 84.88 | 85.57 | | fountain | 45.42 | 49.36 | | conveyer belt | 83.42 | 97.16 | | canopy | 51.24 | 75.79 | | washer | 91.4 | 95.83 | | plaything | 48.09 | 79.51 | | swimming pool | 59.69 | 76.13 | | stool | 57.67 | 80.91 | | barrel | 87.96 | 98.01 | | basket | 44.91 | 61.42 | | waterfall | 67.62 | 76.09 | | tent | 93.28 | 98.19 | | bag | 23.13 | 26.4 | | minibike | 78.29 | 92.27 | | cradle | 86.45 | 97.73 | | oven | 49.47 | 84.25 | | ball | 59.67 | 65.12 | | food | 58.06 | 68.18 | | step | 12.94 | 16.39 | | tank | 60.54 | 66.15 | | trade name | 23.76 | 27.74 | | microwave | 79.17 | 83.91 | | pot | 55.38 | 65.68 | | animal | 60.89 | 62.34 | | bicycle | 59.6 | 77.27 | | lake | 51.87 | 63.73 | | dishwasher | 70.67 | 83.71 | | screen | 61.28 | 90.99 | | blanket | 27.91 | 38.76 | | sculpture | 66.28 | 88.92 | | hood | 65.72 | 77.97 | | sconce | 63.33 | 77.17 | | vase | 54.95 | 74.73 | | traffic light | 47.02 | 69.85 | | tray | 27.0 | 34.3 | | ashcan | 48.51 | 73.16 | | fan | 73.07 | 85.65 | | pier | 34.83 | 50.52 | | crt screen | 8.32 | 23.11 | | plate | 63.4 | 77.44 | | monitor | 12.22 | 16.31 | | bulletin board | 48.49 | 63.74 | | shower | 13.19 | 28.21 | | radiator | 70.68 | 87.82 | | glass | 26.12 | 28.88 | | clock | 57.39 | 75.51 | | flag | 73.11 | 82.17 | +---------------------+-------+-------+ 2022-04-27 15:13:33,926 - mmseg - INFO - Summary: 2022-04-27 15:13:33,926 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 86.07 | 58.02 | 72.21 | +-------+-------+-------+ 2022-04-27 15:13:33,932 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 15:13:33,933 - mmseg - INFO - Iter(val) [250] aAcc: 0.8607, mIoU: 0.5802, mAcc: 0.7221, IoU.wall: 0.8230, IoU.building: 0.8461, IoU.sky: 0.9518, IoU.floor: 0.8547, IoU.tree: 0.7804, IoU.ceiling: 0.8749, IoU.road: 0.8530, IoU.bed : 0.9272, IoU.windowpane: 0.6590, IoU.grass: 0.6861, IoU.cabinet: 0.6397, IoU.sidewalk: 0.7068, IoU.person: 0.8643, IoU.earth: 0.4284, IoU.door: 0.5772, IoU.table: 0.7059, IoU.mountain: 0.6351, IoU.plant: 0.5544, IoU.curtain: 0.7912, IoU.chair: 0.6725, IoU.car: 0.8840, IoU.water: 0.5748, IoU.painting: 0.7885, IoU.sofa: 0.8028, IoU.shelf: 0.4634, IoU.house: 0.5117, IoU.sea: 0.6255, IoU.mirror: 0.7840, IoU.rug: 0.7056, IoU.field: 0.3275, IoU.armchair: 0.5895, IoU.seat: 0.6727, IoU.fence: 0.5199, IoU.desk: 0.5835, IoU.rock: 0.5610, IoU.wardrobe: 0.5608, IoU.lamp: 0.7824, IoU.bathtub: 0.8069, IoU.railing: 0.4040, IoU.cushion: 0.6968, IoU.base: 0.4544, IoU.box: 0.3731, IoU.column: 0.5465, IoU.signboard: 0.4116, IoU.chest of drawers: 0.4115, IoU.counter: 0.5332, IoU.sand: 0.5812, IoU.sink: 0.8550, IoU.skyscraper: 0.4790, IoU.fireplace: 0.8310, IoU.refrigerator: 0.8148, IoU.grandstand: 0.5809, IoU.path: 0.3294, IoU.stairs: 0.3139, IoU.runway: 0.6822, IoU.case: 0.6414, IoU.pool table: 0.9506, IoU.pillow: 0.6594, IoU.screen door: 0.7637, IoU.stairway: 0.4324, IoU.river: 0.1023, IoU.bridge: 0.7156, IoU.bookcase: 0.3936, IoU.blind: 0.3797, IoU.coffee table: 0.6848, IoU.toilet: 0.9056, IoU.flower: 0.4583, IoU.book: 0.5945, IoU.hill: 0.0786, IoU.bench: 0.5921, IoU.countertop: 0.6638, IoU.stove: 0.8670, IoU.palm: 0.5863, IoU.kitchen island: 0.5792, IoU.computer: 0.8275, IoU.swivel chair: 0.5117, IoU.boat: 0.6804, IoU.bar: 0.5819, IoU.arcade machine: 0.4549, IoU.hovel: 0.4067, IoU.bus: 0.9330, IoU.towel: 0.8016, IoU.light: 0.6282, IoU.truck: 0.4556, IoU.tower: 0.2943, IoU.chandelier: 0.7244, IoU.awning: 0.3765, IoU.streetlight: 0.4772, IoU.booth: 0.4383, IoU.television receiver: 0.7916, IoU.airplane: 0.7248, IoU.dirt track: 0.1252, IoU.apparel: 0.3907, IoU.pole: 0.4135, IoU.land: 0.0277, IoU.bannister: 0.2374, IoU.escalator: 0.5956, IoU.ottoman: 0.4820, IoU.bottle: 0.4647, IoU.buffet: 0.5087, IoU.poster: 0.4169, IoU.stage: 0.2103, IoU.van: 0.4473, IoU.ship: 0.8488, IoU.fountain: 0.4542, IoU.conveyer belt: 0.8342, IoU.canopy: 0.5124, IoU.washer: 0.9140, IoU.plaything: 0.4809, IoU.swimming pool: 0.5969, IoU.stool: 0.5767, IoU.barrel: 0.8796, IoU.basket: 0.4491, IoU.waterfall: 0.6762, IoU.tent: 0.9328, IoU.bag: 0.2313, IoU.minibike: 0.7829, IoU.cradle: 0.8645, IoU.oven: 0.4947, IoU.ball: 0.5967, IoU.food: 0.5806, IoU.step: 0.1294, IoU.tank: 0.6054, IoU.trade name: 0.2376, IoU.microwave: 0.7917, IoU.pot: 0.5538, IoU.animal: 0.6089, IoU.bicycle: 0.5960, IoU.lake: 0.5187, IoU.dishwasher: 0.7067, IoU.screen: 0.6128, IoU.blanket: 0.2791, IoU.sculpture: 0.6628, IoU.hood: 0.6572, IoU.sconce: 0.6333, IoU.vase: 0.5495, IoU.traffic light: 0.4702, IoU.tray: 0.2700, IoU.ashcan: 0.4851, IoU.fan: 0.7307, IoU.pier: 0.3483, IoU.crt screen: 0.0832, IoU.plate: 0.6340, IoU.monitor: 0.1222, IoU.bulletin board: 0.4849, IoU.shower: 0.1319, IoU.radiator: 0.7068, IoU.glass: 0.2612, IoU.clock: 0.5739, IoU.flag: 0.7311, Acc.wall: 0.8903, Acc.building: 0.9198, Acc.sky: 0.9761, Acc.floor: 0.9253, Acc.tree: 0.8902, Acc.ceiling: 0.9390, Acc.road: 0.9083, Acc.bed : 0.9703, Acc.windowpane: 0.8095, Acc.grass: 0.8310, Acc.cabinet: 0.7344, Acc.sidewalk: 0.8304, Acc.person: 0.9426, Acc.earth: 0.5557, Acc.door: 0.7555, Acc.table: 0.8271, Acc.mountain: 0.7805, Acc.plant: 0.6686, Acc.curtain: 0.8767, Acc.chair: 0.7656, Acc.car: 0.9421, Acc.water: 0.7067, Acc.painting: 0.9116, Acc.sofa: 0.8780, Acc.shelf: 0.6056, Acc.house: 0.8013, Acc.sea: 0.8336, Acc.mirror: 0.8838, Acc.rug: 0.8043, Acc.field: 0.5048, Acc.armchair: 0.8359, Acc.seat: 0.8827, Acc.fence: 0.7125, Acc.desk: 0.7864, Acc.rock: 0.8645, Acc.wardrobe: 0.7739, Acc.lamp: 0.8905, Acc.bathtub: 0.8678, Acc.railing: 0.6114, Acc.cushion: 0.8212, Acc.base: 0.6376, Acc.box: 0.4945, Acc.column: 0.6743, Acc.signboard: 0.5848, Acc.chest of drawers: 0.6923, Acc.counter: 0.6603, Acc.sand: 0.8735, Acc.sink: 0.9278, Acc.skyscraper: 0.5970, Acc.fireplace: 0.9298, Acc.refrigerator: 0.8774, Acc.grandstand: 0.8435, Acc.path: 0.4666, Acc.stairs: 0.3837, Acc.runway: 0.8773, Acc.case: 0.8500, Acc.pool table: 0.9778, Acc.pillow: 0.7449, Acc.screen door: 0.8563, Acc.stairway: 0.6611, Acc.river: 0.2356, Acc.bridge: 0.9034, Acc.bookcase: 0.7042, Acc.blind: 0.4533, Acc.coffee table: 0.8842, Acc.toilet: 0.9316, Acc.flower: 0.6672, Acc.book: 0.7799, Acc.hill: 0.1135, Acc.bench: 0.7380, Acc.countertop: 0.8309, Acc.stove: 0.8996, Acc.palm: 0.8488, Acc.kitchen island: 0.8968, Acc.computer: 0.9084, Acc.swivel chair: 0.7219, Acc.boat: 0.9318, Acc.bar: 0.7145, Acc.arcade machine: 0.5112, Acc.hovel: 0.4517, Acc.bus: 0.9692, Acc.towel: 0.8965, Acc.light: 0.7827, Acc.truck: 0.6197, Acc.tower: 0.5300, Acc.chandelier: 0.8432, Acc.awning: 0.4945, Acc.streetlight: 0.6543, Acc.booth: 0.7509, Acc.television receiver: 0.9187, Acc.airplane: 0.7741, Acc.dirt track: 0.5680, Acc.apparel: 0.5420, Acc.pole: 0.6019, Acc.land: 0.0541, Acc.bannister: 0.3145, Acc.escalator: 0.8314, Acc.ottoman: 0.7107, Acc.bottle: 0.6891, Acc.buffet: 0.7059, Acc.poster: 0.5186, Acc.stage: 0.4831, Acc.van: 0.6156, Acc.ship: 0.8557, Acc.fountain: 0.4936, Acc.conveyer belt: 0.9716, Acc.canopy: 0.7579, Acc.washer: 0.9583, Acc.plaything: 0.7951, Acc.swimming pool: 0.7613, Acc.stool: 0.8091, Acc.barrel: 0.9801, Acc.basket: 0.6142, Acc.waterfall: 0.7609, Acc.tent: 0.9819, Acc.bag: 0.2640, Acc.minibike: 0.9227, Acc.cradle: 0.9773, Acc.oven: 0.8425, Acc.ball: 0.6512, Acc.food: 0.6818, Acc.step: 0.1639, Acc.tank: 0.6615, Acc.trade name: 0.2774, Acc.microwave: 0.8391, Acc.pot: 0.6568, Acc.animal: 0.6234, Acc.bicycle: 0.7727, Acc.lake: 0.6373, Acc.dishwasher: 0.8371, Acc.screen: 0.9099, Acc.blanket: 0.3876, Acc.sculpture: 0.8892, Acc.hood: 0.7797, Acc.sconce: 0.7717, Acc.vase: 0.7473, Acc.traffic light: 0.6985, Acc.tray: 0.3430, Acc.ashcan: 0.7316, Acc.fan: 0.8565, Acc.pier: 0.5052, Acc.crt screen: 0.2311, Acc.plate: 0.7744, Acc.monitor: 0.1631, Acc.bulletin board: 0.6374, Acc.shower: 0.2821, Acc.radiator: 0.8782, Acc.glass: 0.2888, Acc.clock: 0.7551, Acc.flag: 0.8217 2022-04-27 15:14:28,230 - mmseg - INFO - Iter [128050/160000] lr: 2.867e-07, eta: 9:38:07, time: 2.780, data_time: 1.709, memory: 64049, decode.loss_cls: 0.1798, decode.loss_mask: 0.4449, decode.loss_dice: 0.6780, decode.d0.loss_cls: 1.8475, decode.d0.loss_mask: 0.4874, decode.d0.loss_dice: 0.7896, decode.d1.loss_cls: 0.2696, decode.d1.loss_mask: 0.4583, decode.d1.loss_dice: 0.7215, decode.d2.loss_cls: 0.2246, decode.d2.loss_mask: 0.4516, decode.d2.loss_dice: 0.7003, decode.d3.loss_cls: 0.2012, decode.d3.loss_mask: 0.4490, decode.d3.loss_dice: 0.6858, decode.d4.loss_cls: 0.1918, decode.d4.loss_mask: 0.4472, decode.d4.loss_dice: 0.6850, decode.d5.loss_cls: 0.1872, decode.d5.loss_mask: 0.4463, decode.d5.loss_dice: 0.6843, decode.d6.loss_cls: 0.1857, decode.d6.loss_mask: 0.4460, decode.d6.loss_dice: 0.6815, decode.d7.loss_cls: 0.1832, decode.d7.loss_mask: 0.4448, decode.d7.loss_dice: 0.6800, decode.d8.loss_cls: 0.1796, decode.d8.loss_mask: 0.4448, decode.d8.loss_dice: 0.6812, loss: 15.1578 2022-04-27 15:15:23,214 - mmseg - INFO - Iter [128100/160000] lr: 2.863e-07, eta: 9:37:13, time: 1.100, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1907, decode.loss_mask: 0.4382, decode.loss_dice: 0.6881, decode.d0.loss_cls: 1.8191, decode.d0.loss_mask: 0.4794, decode.d0.loss_dice: 0.7832, decode.d1.loss_cls: 0.2660, decode.d1.loss_mask: 0.4562, decode.d1.loss_dice: 0.7281, decode.d2.loss_cls: 0.2270, decode.d2.loss_mask: 0.4474, decode.d2.loss_dice: 0.7059, decode.d3.loss_cls: 0.2106, decode.d3.loss_mask: 0.4446, decode.d3.loss_dice: 0.6923, decode.d4.loss_cls: 0.1990, decode.d4.loss_mask: 0.4427, decode.d4.loss_dice: 0.6933, decode.d5.loss_cls: 0.1919, decode.d5.loss_mask: 0.4424, decode.d5.loss_dice: 0.6931, decode.d6.loss_cls: 0.1945, decode.d6.loss_mask: 0.4399, decode.d6.loss_dice: 0.6872, decode.d7.loss_cls: 0.1879, decode.d7.loss_mask: 0.4396, decode.d7.loss_dice: 0.6914, decode.d8.loss_cls: 0.1940, decode.d8.loss_mask: 0.4380, decode.d8.loss_dice: 0.6880, loss: 15.1998 2022-04-27 15:16:18,630 - mmseg - INFO - Iter [128150/160000] lr: 2.858e-07, eta: 9:36:19, time: 1.108, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1982, decode.loss_mask: 0.4331, decode.loss_dice: 0.7031, decode.d0.loss_cls: 1.9317, decode.d0.loss_mask: 0.4765, decode.d0.loss_dice: 0.8158, decode.d1.loss_cls: 0.2946, decode.d1.loss_mask: 0.4477, decode.d1.loss_dice: 0.7468, decode.d2.loss_cls: 0.2517, decode.d2.loss_mask: 0.4413, decode.d2.loss_dice: 0.7259, decode.d3.loss_cls: 0.2241, decode.d3.loss_mask: 0.4385, decode.d3.loss_dice: 0.7153, decode.d4.loss_cls: 0.2154, decode.d4.loss_mask: 0.4356, decode.d4.loss_dice: 0.7120, decode.d5.loss_cls: 0.2120, decode.d5.loss_mask: 0.4348, decode.d5.loss_dice: 0.7130, decode.d6.loss_cls: 0.2074, decode.d6.loss_mask: 0.4346, decode.d6.loss_dice: 0.7030, decode.d7.loss_cls: 0.2027, decode.d7.loss_mask: 0.4352, decode.d7.loss_dice: 0.7055, decode.d8.loss_cls: 0.2052, decode.d8.loss_mask: 0.4346, decode.d8.loss_dice: 0.7004, loss: 15.5955 2022-04-27 15:17:13,736 - mmseg - INFO - Iter [128200/160000] lr: 2.854e-07, eta: 9:35:25, time: 1.102, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1898, decode.loss_mask: 0.4471, decode.loss_dice: 0.7073, decode.d0.loss_cls: 1.8630, decode.d0.loss_mask: 0.4886, decode.d0.loss_dice: 0.8050, decode.d1.loss_cls: 0.2639, decode.d1.loss_mask: 0.4640, decode.d1.loss_dice: 0.7427, decode.d2.loss_cls: 0.2165, decode.d2.loss_mask: 0.4564, decode.d2.loss_dice: 0.7289, decode.d3.loss_cls: 0.2002, decode.d3.loss_mask: 0.4513, decode.d3.loss_dice: 0.7136, decode.d4.loss_cls: 0.1921, decode.d4.loss_mask: 0.4506, decode.d4.loss_dice: 0.7143, decode.d5.loss_cls: 0.1949, decode.d5.loss_mask: 0.4492, decode.d5.loss_dice: 0.7116, decode.d6.loss_cls: 0.1887, decode.d6.loss_mask: 0.4467, decode.d6.loss_dice: 0.7059, decode.d7.loss_cls: 0.1856, decode.d7.loss_mask: 0.4466, decode.d7.loss_dice: 0.7087, decode.d8.loss_cls: 0.1858, decode.d8.loss_mask: 0.4476, decode.d8.loss_dice: 0.7079, loss: 15.4743 2022-04-27 15:18:07,695 - mmseg - INFO - Iter [128250/160000] lr: 2.849e-07, eta: 9:34:30, time: 1.079, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1814, decode.loss_mask: 0.4375, decode.loss_dice: 0.6973, decode.d0.loss_cls: 1.8594, decode.d0.loss_mask: 0.4853, decode.d0.loss_dice: 0.8022, decode.d1.loss_cls: 0.2660, decode.d1.loss_mask: 0.4572, decode.d1.loss_dice: 0.7453, decode.d2.loss_cls: 0.2245, decode.d2.loss_mask: 0.4468, decode.d2.loss_dice: 0.7237, decode.d3.loss_cls: 0.2112, decode.d3.loss_mask: 0.4426, decode.d3.loss_dice: 0.7019, decode.d4.loss_cls: 0.1948, decode.d4.loss_mask: 0.4419, decode.d4.loss_dice: 0.7039, decode.d5.loss_cls: 0.1918, decode.d5.loss_mask: 0.4407, decode.d5.loss_dice: 0.7040, decode.d6.loss_cls: 0.1893, decode.d6.loss_mask: 0.4396, decode.d6.loss_dice: 0.6978, decode.d7.loss_cls: 0.1810, decode.d7.loss_mask: 0.4402, decode.d7.loss_dice: 0.6984, decode.d8.loss_cls: 0.1813, decode.d8.loss_mask: 0.4392, decode.d8.loss_dice: 0.7021, loss: 15.3285 2022-04-27 15:19:01,562 - mmseg - INFO - Iter [128300/160000] lr: 2.845e-07, eta: 9:33:36, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1727, decode.loss_mask: 0.4420, decode.loss_dice: 0.6708, decode.d0.loss_cls: 1.7978, decode.d0.loss_mask: 0.4884, decode.d0.loss_dice: 0.7778, decode.d1.loss_cls: 0.2561, decode.d1.loss_mask: 0.4604, decode.d1.loss_dice: 0.7096, decode.d2.loss_cls: 0.2132, decode.d2.loss_mask: 0.4531, decode.d2.loss_dice: 0.6915, decode.d3.loss_cls: 0.1877, decode.d3.loss_mask: 0.4483, decode.d3.loss_dice: 0.6790, decode.d4.loss_cls: 0.1859, decode.d4.loss_mask: 0.4450, decode.d4.loss_dice: 0.6778, decode.d5.loss_cls: 0.1794, decode.d5.loss_mask: 0.4436, decode.d5.loss_dice: 0.6703, decode.d6.loss_cls: 0.1756, decode.d6.loss_mask: 0.4439, decode.d6.loss_dice: 0.6668, decode.d7.loss_cls: 0.1777, decode.d7.loss_mask: 0.4435, decode.d7.loss_dice: 0.6698, decode.d8.loss_cls: 0.1730, decode.d8.loss_mask: 0.4433, decode.d8.loss_dice: 0.6701, loss: 14.9141 2022-04-27 15:19:56,124 - mmseg - INFO - Iter [128350/160000] lr: 2.840e-07, eta: 9:32:42, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1937, decode.loss_mask: 0.4295, decode.loss_dice: 0.6623, decode.d0.loss_cls: 1.8582, decode.d0.loss_mask: 0.4687, decode.d0.loss_dice: 0.7652, decode.d1.loss_cls: 0.2824, decode.d1.loss_mask: 0.4416, decode.d1.loss_dice: 0.7032, decode.d2.loss_cls: 0.2405, decode.d2.loss_mask: 0.4327, decode.d2.loss_dice: 0.6769, decode.d3.loss_cls: 0.2263, decode.d3.loss_mask: 0.4311, decode.d3.loss_dice: 0.6658, decode.d4.loss_cls: 0.2134, decode.d4.loss_mask: 0.4301, decode.d4.loss_dice: 0.6657, decode.d5.loss_cls: 0.2085, decode.d5.loss_mask: 0.4304, decode.d5.loss_dice: 0.6687, decode.d6.loss_cls: 0.2051, decode.d6.loss_mask: 0.4300, decode.d6.loss_dice: 0.6591, decode.d7.loss_cls: 0.1999, decode.d7.loss_mask: 0.4273, decode.d7.loss_dice: 0.6602, decode.d8.loss_cls: 0.1928, decode.d8.loss_mask: 0.4299, decode.d8.loss_dice: 0.6628, loss: 14.9620 2022-04-27 15:20:50,269 - mmseg - INFO - Iter [128400/160000] lr: 2.836e-07, eta: 9:31:47, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1992, decode.loss_mask: 0.4323, decode.loss_dice: 0.6990, decode.d0.loss_cls: 1.9009, decode.d0.loss_mask: 0.4831, decode.d0.loss_dice: 0.7997, decode.d1.loss_cls: 0.2894, decode.d1.loss_mask: 0.4500, decode.d1.loss_dice: 0.7323, decode.d2.loss_cls: 0.2439, decode.d2.loss_mask: 0.4433, decode.d2.loss_dice: 0.7172, decode.d3.loss_cls: 0.2230, decode.d3.loss_mask: 0.4374, decode.d3.loss_dice: 0.7060, decode.d4.loss_cls: 0.2180, decode.d4.loss_mask: 0.4362, decode.d4.loss_dice: 0.7031, decode.d5.loss_cls: 0.2121, decode.d5.loss_mask: 0.4349, decode.d5.loss_dice: 0.7047, decode.d6.loss_cls: 0.2031, decode.d6.loss_mask: 0.4354, decode.d6.loss_dice: 0.7019, decode.d7.loss_cls: 0.2057, decode.d7.loss_mask: 0.4347, decode.d7.loss_dice: 0.7028, decode.d8.loss_cls: 0.2019, decode.d8.loss_mask: 0.4338, decode.d8.loss_dice: 0.7019, loss: 15.4870 2022-04-27 15:21:44,715 - mmseg - INFO - Iter [128450/160000] lr: 2.831e-07, eta: 9:30:53, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1713, decode.loss_mask: 0.4253, decode.loss_dice: 0.6864, decode.d0.loss_cls: 1.8252, decode.d0.loss_mask: 0.4711, decode.d0.loss_dice: 0.7925, decode.d1.loss_cls: 0.2488, decode.d1.loss_mask: 0.4437, decode.d1.loss_dice: 0.7258, decode.d2.loss_cls: 0.2115, decode.d2.loss_mask: 0.4369, decode.d2.loss_dice: 0.7088, decode.d3.loss_cls: 0.1878, decode.d3.loss_mask: 0.4321, decode.d3.loss_dice: 0.6935, decode.d4.loss_cls: 0.1758, decode.d4.loss_mask: 0.4307, decode.d4.loss_dice: 0.6919, decode.d5.loss_cls: 0.1789, decode.d5.loss_mask: 0.4305, decode.d5.loss_dice: 0.6916, decode.d6.loss_cls: 0.1775, decode.d6.loss_mask: 0.4281, decode.d6.loss_dice: 0.6865, decode.d7.loss_cls: 0.1682, decode.d7.loss_mask: 0.4287, decode.d7.loss_dice: 0.6875, decode.d8.loss_cls: 0.1696, decode.d8.loss_mask: 0.4261, decode.d8.loss_dice: 0.6882, loss: 14.9206 2022-04-27 15:22:38,818 - mmseg - INFO - Iter [128500/160000] lr: 2.827e-07, eta: 9:29:59, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1865, decode.loss_mask: 0.4436, decode.loss_dice: 0.6973, decode.d0.loss_cls: 1.8507, decode.d0.loss_mask: 0.4886, decode.d0.loss_dice: 0.7998, decode.d1.loss_cls: 0.2734, decode.d1.loss_mask: 0.4618, decode.d1.loss_dice: 0.7370, decode.d2.loss_cls: 0.2294, decode.d2.loss_mask: 0.4526, decode.d2.loss_dice: 0.7194, decode.d3.loss_cls: 0.2069, decode.d3.loss_mask: 0.4471, decode.d3.loss_dice: 0.7023, decode.d4.loss_cls: 0.1974, decode.d4.loss_mask: 0.4465, decode.d4.loss_dice: 0.6978, decode.d5.loss_cls: 0.1907, decode.d5.loss_mask: 0.4467, decode.d5.loss_dice: 0.6980, decode.d6.loss_cls: 0.1825, decode.d6.loss_mask: 0.4461, decode.d6.loss_dice: 0.6992, decode.d7.loss_cls: 0.1883, decode.d7.loss_mask: 0.4445, decode.d7.loss_dice: 0.6940, decode.d8.loss_cls: 0.1896, decode.d8.loss_mask: 0.4443, decode.d8.loss_dice: 0.6963, loss: 15.3582 2022-04-27 15:23:33,010 - mmseg - INFO - Iter [128550/160000] lr: 2.822e-07, eta: 9:29:04, time: 1.084, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2020, decode.loss_mask: 0.4366, decode.loss_dice: 0.6864, decode.d0.loss_cls: 1.8507, decode.d0.loss_mask: 0.4769, decode.d0.loss_dice: 0.7889, decode.d1.loss_cls: 0.2678, decode.d1.loss_mask: 0.4494, decode.d1.loss_dice: 0.7249, decode.d2.loss_cls: 0.2267, decode.d2.loss_mask: 0.4425, decode.d2.loss_dice: 0.7067, decode.d3.loss_cls: 0.2166, decode.d3.loss_mask: 0.4388, decode.d3.loss_dice: 0.6932, decode.d4.loss_cls: 0.2138, decode.d4.loss_mask: 0.4367, decode.d4.loss_dice: 0.6919, decode.d5.loss_cls: 0.2008, decode.d5.loss_mask: 0.4372, decode.d5.loss_dice: 0.6905, decode.d6.loss_cls: 0.1999, decode.d6.loss_mask: 0.4370, decode.d6.loss_dice: 0.6891, decode.d7.loss_cls: 0.1999, decode.d7.loss_mask: 0.4365, decode.d7.loss_dice: 0.6903, decode.d8.loss_cls: 0.1963, decode.d8.loss_mask: 0.4366, decode.d8.loss_dice: 0.6894, loss: 15.2541 2022-04-27 15:24:28,504 - mmseg - INFO - Iter [128600/160000] lr: 2.818e-07, eta: 9:28:10, time: 1.110, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2002, decode.loss_mask: 0.4253, decode.loss_dice: 0.6910, decode.d0.loss_cls: 1.8731, decode.d0.loss_mask: 0.4684, decode.d0.loss_dice: 0.7946, decode.d1.loss_cls: 0.2908, decode.d1.loss_mask: 0.4401, decode.d1.loss_dice: 0.7322, decode.d2.loss_cls: 0.2464, decode.d2.loss_mask: 0.4338, decode.d2.loss_dice: 0.7113, decode.d3.loss_cls: 0.2217, decode.d3.loss_mask: 0.4294, decode.d3.loss_dice: 0.6975, decode.d4.loss_cls: 0.2065, decode.d4.loss_mask: 0.4281, decode.d4.loss_dice: 0.6972, decode.d5.loss_cls: 0.2055, decode.d5.loss_mask: 0.4269, decode.d5.loss_dice: 0.6951, decode.d6.loss_cls: 0.2031, decode.d6.loss_mask: 0.4255, decode.d6.loss_dice: 0.6924, decode.d7.loss_cls: 0.2027, decode.d7.loss_mask: 0.4256, decode.d7.loss_dice: 0.6898, decode.d8.loss_cls: 0.1947, decode.d8.loss_mask: 0.4249, decode.d8.loss_dice: 0.6904, loss: 15.2644 2022-04-27 15:25:22,668 - mmseg - INFO - Iter [128650/160000] lr: 2.813e-07, eta: 9:27:16, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1873, decode.loss_mask: 0.4434, decode.loss_dice: 0.6857, decode.d0.loss_cls: 1.8812, decode.d0.loss_mask: 0.4848, decode.d0.loss_dice: 0.7821, decode.d1.loss_cls: 0.2662, decode.d1.loss_mask: 0.4593, decode.d1.loss_dice: 0.7287, decode.d2.loss_cls: 0.2238, decode.d2.loss_mask: 0.4496, decode.d2.loss_dice: 0.7085, decode.d3.loss_cls: 0.2094, decode.d3.loss_mask: 0.4470, decode.d3.loss_dice: 0.6938, decode.d4.loss_cls: 0.2046, decode.d4.loss_mask: 0.4456, decode.d4.loss_dice: 0.6882, decode.d5.loss_cls: 0.1965, decode.d5.loss_mask: 0.4459, decode.d5.loss_dice: 0.6869, decode.d6.loss_cls: 0.1963, decode.d6.loss_mask: 0.4441, decode.d6.loss_dice: 0.6852, decode.d7.loss_cls: 0.1907, decode.d7.loss_mask: 0.4442, decode.d7.loss_dice: 0.6847, decode.d8.loss_cls: 0.1880, decode.d8.loss_mask: 0.4443, decode.d8.loss_dice: 0.6848, loss: 15.2807 2022-04-27 15:26:16,973 - mmseg - INFO - Iter [128700/160000] lr: 2.809e-07, eta: 9:26:22, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1881, decode.loss_mask: 0.4287, decode.loss_dice: 0.6937, decode.d0.loss_cls: 1.8519, decode.d0.loss_mask: 0.4738, decode.d0.loss_dice: 0.7986, decode.d1.loss_cls: 0.2799, decode.d1.loss_mask: 0.4437, decode.d1.loss_dice: 0.7349, decode.d2.loss_cls: 0.2314, decode.d2.loss_mask: 0.4359, decode.d2.loss_dice: 0.7170, decode.d3.loss_cls: 0.2137, decode.d3.loss_mask: 0.4300, decode.d3.loss_dice: 0.7011, decode.d4.loss_cls: 0.1984, decode.d4.loss_mask: 0.4299, decode.d4.loss_dice: 0.7002, decode.d5.loss_cls: 0.1969, decode.d5.loss_mask: 0.4297, decode.d5.loss_dice: 0.6959, decode.d6.loss_cls: 0.1869, decode.d6.loss_mask: 0.4285, decode.d6.loss_dice: 0.6953, decode.d7.loss_cls: 0.1850, decode.d7.loss_mask: 0.4295, decode.d7.loss_dice: 0.6954, decode.d8.loss_cls: 0.1850, decode.d8.loss_mask: 0.4283, decode.d8.loss_dice: 0.6966, loss: 15.2037 2022-04-27 15:27:12,104 - mmseg - INFO - Iter [128750/160000] lr: 2.804e-07, eta: 9:25:28, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1983, decode.loss_mask: 0.4319, decode.loss_dice: 0.6998, decode.d0.loss_cls: 1.8334, decode.d0.loss_mask: 0.4773, decode.d0.loss_dice: 0.8044, decode.d1.loss_cls: 0.2775, decode.d1.loss_mask: 0.4490, decode.d1.loss_dice: 0.7470, decode.d2.loss_cls: 0.2349, decode.d2.loss_mask: 0.4398, decode.d2.loss_dice: 0.7296, decode.d3.loss_cls: 0.2171, decode.d3.loss_mask: 0.4351, decode.d3.loss_dice: 0.7093, decode.d4.loss_cls: 0.2049, decode.d4.loss_mask: 0.4352, decode.d4.loss_dice: 0.7102, decode.d5.loss_cls: 0.2038, decode.d5.loss_mask: 0.4348, decode.d5.loss_dice: 0.7048, decode.d6.loss_cls: 0.1968, decode.d6.loss_mask: 0.4337, decode.d6.loss_dice: 0.7015, decode.d7.loss_cls: 0.1950, decode.d7.loss_mask: 0.4340, decode.d7.loss_dice: 0.7008, decode.d8.loss_cls: 0.1871, decode.d8.loss_mask: 0.4322, decode.d8.loss_dice: 0.6997, loss: 15.3587 2022-04-27 15:28:06,663 - mmseg - INFO - Iter [128800/160000] lr: 2.800e-07, eta: 9:24:33, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1967, decode.loss_mask: 0.4380, decode.loss_dice: 0.6916, decode.d0.loss_cls: 1.8538, decode.d0.loss_mask: 0.4788, decode.d0.loss_dice: 0.7924, decode.d1.loss_cls: 0.2852, decode.d1.loss_mask: 0.4527, decode.d1.loss_dice: 0.7325, decode.d2.loss_cls: 0.2455, decode.d2.loss_mask: 0.4466, decode.d2.loss_dice: 0.7134, decode.d3.loss_cls: 0.2187, decode.d3.loss_mask: 0.4416, decode.d3.loss_dice: 0.7012, decode.d4.loss_cls: 0.2139, decode.d4.loss_mask: 0.4407, decode.d4.loss_dice: 0.6971, decode.d5.loss_cls: 0.2054, decode.d5.loss_mask: 0.4398, decode.d5.loss_dice: 0.6978, decode.d6.loss_cls: 0.2048, decode.d6.loss_mask: 0.4379, decode.d6.loss_dice: 0.6927, decode.d7.loss_cls: 0.2003, decode.d7.loss_mask: 0.4385, decode.d7.loss_dice: 0.6917, decode.d8.loss_cls: 0.2006, decode.d8.loss_mask: 0.4381, decode.d8.loss_dice: 0.6895, loss: 15.3773 2022-04-27 15:29:04,519 - mmseg - INFO - Iter [128850/160000] lr: 2.795e-07, eta: 9:23:40, time: 1.157, data_time: 0.064, memory: 64049, decode.loss_cls: 0.1856, decode.loss_mask: 0.4326, decode.loss_dice: 0.6808, decode.d0.loss_cls: 1.8535, decode.d0.loss_mask: 0.4762, decode.d0.loss_dice: 0.7719, decode.d1.loss_cls: 0.2870, decode.d1.loss_mask: 0.4487, decode.d1.loss_dice: 0.7172, decode.d2.loss_cls: 0.2366, decode.d2.loss_mask: 0.4407, decode.d2.loss_dice: 0.6987, decode.d3.loss_cls: 0.2096, decode.d3.loss_mask: 0.4360, decode.d3.loss_dice: 0.6874, decode.d4.loss_cls: 0.2032, decode.d4.loss_mask: 0.4349, decode.d4.loss_dice: 0.6840, decode.d5.loss_cls: 0.1989, decode.d5.loss_mask: 0.4316, decode.d5.loss_dice: 0.6815, decode.d6.loss_cls: 0.1891, decode.d6.loss_mask: 0.4322, decode.d6.loss_dice: 0.6798, decode.d7.loss_cls: 0.1877, decode.d7.loss_mask: 0.4317, decode.d7.loss_dice: 0.6802, decode.d8.loss_cls: 0.1870, decode.d8.loss_mask: 0.4322, decode.d8.loss_dice: 0.6801, loss: 15.0968 2022-04-27 15:29:58,750 - mmseg - INFO - Iter [128900/160000] lr: 2.791e-07, eta: 9:22:46, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2005, decode.loss_mask: 0.4334, decode.loss_dice: 0.7074, decode.d0.loss_cls: 1.8791, decode.d0.loss_mask: 0.4786, decode.d0.loss_dice: 0.8085, decode.d1.loss_cls: 0.2815, decode.d1.loss_mask: 0.4532, decode.d1.loss_dice: 0.7518, decode.d2.loss_cls: 0.2448, decode.d2.loss_mask: 0.4435, decode.d2.loss_dice: 0.7296, decode.d3.loss_cls: 0.2202, decode.d3.loss_mask: 0.4385, decode.d3.loss_dice: 0.7086, decode.d4.loss_cls: 0.2193, decode.d4.loss_mask: 0.4376, decode.d4.loss_dice: 0.7140, decode.d5.loss_cls: 0.2132, decode.d5.loss_mask: 0.4365, decode.d5.loss_dice: 0.7114, decode.d6.loss_cls: 0.2163, decode.d6.loss_mask: 0.4339, decode.d6.loss_dice: 0.7061, decode.d7.loss_cls: 0.2034, decode.d7.loss_mask: 0.4347, decode.d7.loss_dice: 0.7078, decode.d8.loss_cls: 0.2023, decode.d8.loss_mask: 0.4336, decode.d8.loss_dice: 0.7095, loss: 15.5586 2022-04-27 15:30:53,332 - mmseg - INFO - Iter [128950/160000] lr: 2.786e-07, eta: 9:21:52, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1866, decode.loss_mask: 0.4487, decode.loss_dice: 0.7100, decode.d0.loss_cls: 1.8688, decode.d0.loss_mask: 0.4901, decode.d0.loss_dice: 0.8004, decode.d1.loss_cls: 0.2748, decode.d1.loss_mask: 0.4664, decode.d1.loss_dice: 0.7480, decode.d2.loss_cls: 0.2305, decode.d2.loss_mask: 0.4609, decode.d2.loss_dice: 0.7309, decode.d3.loss_cls: 0.2113, decode.d3.loss_mask: 0.4570, decode.d3.loss_dice: 0.7148, decode.d4.loss_cls: 0.2114, decode.d4.loss_mask: 0.4526, decode.d4.loss_dice: 0.7143, decode.d5.loss_cls: 0.1976, decode.d5.loss_mask: 0.4510, decode.d5.loss_dice: 0.7129, decode.d6.loss_cls: 0.1987, decode.d6.loss_mask: 0.4505, decode.d6.loss_dice: 0.7075, decode.d7.loss_cls: 0.1880, decode.d7.loss_mask: 0.4510, decode.d7.loss_dice: 0.7114, decode.d8.loss_cls: 0.1861, decode.d8.loss_mask: 0.4501, decode.d8.loss_dice: 0.7110, loss: 15.5933 2022-04-27 15:31:47,797 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 15:31:47,799 - mmseg - INFO - Iter [129000/160000] lr: 2.782e-07, eta: 9:20:57, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1877, decode.loss_mask: 0.4486, decode.loss_dice: 0.6989, decode.d0.loss_cls: 1.8798, decode.d0.loss_mask: 0.4914, decode.d0.loss_dice: 0.8106, decode.d1.loss_cls: 0.2619, decode.d1.loss_mask: 0.4647, decode.d1.loss_dice: 0.7407, decode.d2.loss_cls: 0.2237, decode.d2.loss_mask: 0.4569, decode.d2.loss_dice: 0.7271, decode.d3.loss_cls: 0.2070, decode.d3.loss_mask: 0.4539, decode.d3.loss_dice: 0.7089, decode.d4.loss_cls: 0.1977, decode.d4.loss_mask: 0.4524, decode.d4.loss_dice: 0.7064, decode.d5.loss_cls: 0.1990, decode.d5.loss_mask: 0.4505, decode.d5.loss_dice: 0.7067, decode.d6.loss_cls: 0.1900, decode.d6.loss_mask: 0.4496, decode.d6.loss_dice: 0.6978, decode.d7.loss_cls: 0.1860, decode.d7.loss_mask: 0.4493, decode.d7.loss_dice: 0.7032, decode.d8.loss_cls: 0.1800, decode.d8.loss_mask: 0.4490, decode.d8.loss_dice: 0.7010, loss: 15.4805 2022-04-27 15:32:41,304 - mmseg - INFO - Iter [129050/160000] lr: 2.777e-07, eta: 9:20:03, time: 1.070, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1866, decode.loss_mask: 0.4354, decode.loss_dice: 0.6690, decode.d0.loss_cls: 1.8256, decode.d0.loss_mask: 0.4766, decode.d0.loss_dice: 0.7702, decode.d1.loss_cls: 0.2624, decode.d1.loss_mask: 0.4502, decode.d1.loss_dice: 0.7092, decode.d2.loss_cls: 0.2225, decode.d2.loss_mask: 0.4437, decode.d2.loss_dice: 0.6925, decode.d3.loss_cls: 0.2037, decode.d3.loss_mask: 0.4383, decode.d3.loss_dice: 0.6794, decode.d4.loss_cls: 0.1951, decode.d4.loss_mask: 0.4370, decode.d4.loss_dice: 0.6796, decode.d5.loss_cls: 0.1865, decode.d5.loss_mask: 0.4375, decode.d5.loss_dice: 0.6814, decode.d6.loss_cls: 0.1838, decode.d6.loss_mask: 0.4369, decode.d6.loss_dice: 0.6741, decode.d7.loss_cls: 0.1835, decode.d7.loss_mask: 0.4349, decode.d7.loss_dice: 0.6720, decode.d8.loss_cls: 0.1822, decode.d8.loss_mask: 0.4356, decode.d8.loss_dice: 0.6694, loss: 14.9550 2022-04-27 15:33:35,806 - mmseg - INFO - Iter [129100/160000] lr: 2.773e-07, eta: 9:19:09, time: 1.090, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2011, decode.loss_mask: 0.4503, decode.loss_dice: 0.6996, decode.d0.loss_cls: 1.8544, decode.d0.loss_mask: 0.4965, decode.d0.loss_dice: 0.8027, decode.d1.loss_cls: 0.2846, decode.d1.loss_mask: 0.4685, decode.d1.loss_dice: 0.7372, decode.d2.loss_cls: 0.2412, decode.d2.loss_mask: 0.4569, decode.d2.loss_dice: 0.7152, decode.d3.loss_cls: 0.2327, decode.d3.loss_mask: 0.4528, decode.d3.loss_dice: 0.7043, decode.d4.loss_cls: 0.2196, decode.d4.loss_mask: 0.4532, decode.d4.loss_dice: 0.7054, decode.d5.loss_cls: 0.2121, decode.d5.loss_mask: 0.4521, decode.d5.loss_dice: 0.7028, decode.d6.loss_cls: 0.2112, decode.d6.loss_mask: 0.4519, decode.d6.loss_dice: 0.6997, decode.d7.loss_cls: 0.2099, decode.d7.loss_mask: 0.4512, decode.d7.loss_dice: 0.6992, decode.d8.loss_cls: 0.2064, decode.d8.loss_mask: 0.4508, decode.d8.loss_dice: 0.6972, loss: 15.6210 2022-04-27 15:34:30,764 - mmseg - INFO - Iter [129150/160000] lr: 2.768e-07, eta: 9:18:14, time: 1.099, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1727, decode.loss_mask: 0.4457, decode.loss_dice: 0.6945, decode.d0.loss_cls: 1.8139, decode.d0.loss_mask: 0.4908, decode.d0.loss_dice: 0.7926, decode.d1.loss_cls: 0.2582, decode.d1.loss_mask: 0.4636, decode.d1.loss_dice: 0.7359, decode.d2.loss_cls: 0.2084, decode.d2.loss_mask: 0.4559, decode.d2.loss_dice: 0.7182, decode.d3.loss_cls: 0.1947, decode.d3.loss_mask: 0.4507, decode.d3.loss_dice: 0.7008, decode.d4.loss_cls: 0.1870, decode.d4.loss_mask: 0.4483, decode.d4.loss_dice: 0.7001, decode.d5.loss_cls: 0.1833, decode.d5.loss_mask: 0.4479, decode.d5.loss_dice: 0.6980, decode.d6.loss_cls: 0.1798, decode.d6.loss_mask: 0.4458, decode.d6.loss_dice: 0.6941, decode.d7.loss_cls: 0.1750, decode.d7.loss_mask: 0.4463, decode.d7.loss_dice: 0.6984, decode.d8.loss_cls: 0.1737, decode.d8.loss_mask: 0.4459, decode.d8.loss_dice: 0.6956, loss: 15.2157 2022-04-27 15:35:24,772 - mmseg - INFO - Iter [129200/160000] lr: 2.764e-07, eta: 9:17:20, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1780, decode.loss_mask: 0.4279, decode.loss_dice: 0.6720, decode.d0.loss_cls: 1.8340, decode.d0.loss_mask: 0.4677, decode.d0.loss_dice: 0.7790, decode.d1.loss_cls: 0.2715, decode.d1.loss_mask: 0.4456, decode.d1.loss_dice: 0.7138, decode.d2.loss_cls: 0.2201, decode.d2.loss_mask: 0.4395, decode.d2.loss_dice: 0.6965, decode.d3.loss_cls: 0.2018, decode.d3.loss_mask: 0.4349, decode.d3.loss_dice: 0.6851, decode.d4.loss_cls: 0.1928, decode.d4.loss_mask: 0.4331, decode.d4.loss_dice: 0.6819, decode.d5.loss_cls: 0.1867, decode.d5.loss_mask: 0.4320, decode.d5.loss_dice: 0.6787, decode.d6.loss_cls: 0.1821, decode.d6.loss_mask: 0.4312, decode.d6.loss_dice: 0.6796, decode.d7.loss_cls: 0.1788, decode.d7.loss_mask: 0.4309, decode.d7.loss_dice: 0.6769, decode.d8.loss_cls: 0.1805, decode.d8.loss_mask: 0.4293, decode.d8.loss_dice: 0.6729, loss: 14.9349 2022-04-27 15:36:19,925 - mmseg - INFO - Iter [129250/160000] lr: 2.760e-07, eta: 9:16:26, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2019, decode.loss_mask: 0.4511, decode.loss_dice: 0.7047, decode.d0.loss_cls: 1.8709, decode.d0.loss_mask: 0.4964, decode.d0.loss_dice: 0.8043, decode.d1.loss_cls: 0.2868, decode.d1.loss_mask: 0.4658, decode.d1.loss_dice: 0.7388, decode.d2.loss_cls: 0.2360, decode.d2.loss_mask: 0.4617, decode.d2.loss_dice: 0.7208, decode.d3.loss_cls: 0.2191, decode.d3.loss_mask: 0.4567, decode.d3.loss_dice: 0.7131, decode.d4.loss_cls: 0.2132, decode.d4.loss_mask: 0.4555, decode.d4.loss_dice: 0.7114, decode.d5.loss_cls: 0.2034, decode.d5.loss_mask: 0.4557, decode.d5.loss_dice: 0.7089, decode.d6.loss_cls: 0.2001, decode.d6.loss_mask: 0.4545, decode.d6.loss_dice: 0.7058, decode.d7.loss_cls: 0.1988, decode.d7.loss_mask: 0.4539, decode.d7.loss_dice: 0.7039, decode.d8.loss_cls: 0.1992, decode.d8.loss_mask: 0.4537, decode.d8.loss_dice: 0.7014, loss: 15.6476 2022-04-27 15:37:14,334 - mmseg - INFO - Iter [129300/160000] lr: 2.755e-07, eta: 9:15:32, time: 1.088, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1875, decode.loss_mask: 0.4245, decode.loss_dice: 0.6699, decode.d0.loss_cls: 1.8452, decode.d0.loss_mask: 0.4704, decode.d0.loss_dice: 0.7841, decode.d1.loss_cls: 0.2695, decode.d1.loss_mask: 0.4405, decode.d1.loss_dice: 0.7164, decode.d2.loss_cls: 0.2289, decode.d2.loss_mask: 0.4307, decode.d2.loss_dice: 0.6911, decode.d3.loss_cls: 0.2109, decode.d3.loss_mask: 0.4270, decode.d3.loss_dice: 0.6781, decode.d4.loss_cls: 0.2012, decode.d4.loss_mask: 0.4277, decode.d4.loss_dice: 0.6771, decode.d5.loss_cls: 0.1971, decode.d5.loss_mask: 0.4255, decode.d5.loss_dice: 0.6758, decode.d6.loss_cls: 0.1860, decode.d6.loss_mask: 0.4263, decode.d6.loss_dice: 0.6741, decode.d7.loss_cls: 0.1908, decode.d7.loss_mask: 0.4260, decode.d7.loss_dice: 0.6725, decode.d8.loss_cls: 0.1864, decode.d8.loss_mask: 0.4261, decode.d8.loss_dice: 0.6748, loss: 14.9418 2022-04-27 15:38:08,093 - mmseg - INFO - Iter [129350/160000] lr: 2.751e-07, eta: 9:14:37, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1759, decode.loss_mask: 0.4384, decode.loss_dice: 0.6737, decode.d0.loss_cls: 1.8389, decode.d0.loss_mask: 0.4807, decode.d0.loss_dice: 0.7704, decode.d1.loss_cls: 0.2596, decode.d1.loss_mask: 0.4538, decode.d1.loss_dice: 0.7105, decode.d2.loss_cls: 0.2112, decode.d2.loss_mask: 0.4474, decode.d2.loss_dice: 0.6894, decode.d3.loss_cls: 0.1951, decode.d3.loss_mask: 0.4426, decode.d3.loss_dice: 0.6809, decode.d4.loss_cls: 0.1874, decode.d4.loss_mask: 0.4429, decode.d4.loss_dice: 0.6830, decode.d5.loss_cls: 0.1786, decode.d5.loss_mask: 0.4404, decode.d5.loss_dice: 0.6772, decode.d6.loss_cls: 0.1784, decode.d6.loss_mask: 0.4404, decode.d6.loss_dice: 0.6708, decode.d7.loss_cls: 0.1725, decode.d7.loss_mask: 0.4393, decode.d7.loss_dice: 0.6741, decode.d8.loss_cls: 0.1713, decode.d8.loss_mask: 0.4395, decode.d8.loss_dice: 0.6707, loss: 14.9347 2022-04-27 15:39:03,543 - mmseg - INFO - Iter [129400/160000] lr: 2.746e-07, eta: 9:13:43, time: 1.109, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1984, decode.loss_mask: 0.4286, decode.loss_dice: 0.6929, decode.d0.loss_cls: 1.8521, decode.d0.loss_mask: 0.4769, decode.d0.loss_dice: 0.7911, decode.d1.loss_cls: 0.2790, decode.d1.loss_mask: 0.4487, decode.d1.loss_dice: 0.7283, decode.d2.loss_cls: 0.2352, decode.d2.loss_mask: 0.4404, decode.d2.loss_dice: 0.7128, decode.d3.loss_cls: 0.2194, decode.d3.loss_mask: 0.4348, decode.d3.loss_dice: 0.6976, decode.d4.loss_cls: 0.2050, decode.d4.loss_mask: 0.4332, decode.d4.loss_dice: 0.6969, decode.d5.loss_cls: 0.2017, decode.d5.loss_mask: 0.4320, decode.d5.loss_dice: 0.6976, decode.d6.loss_cls: 0.2025, decode.d6.loss_mask: 0.4308, decode.d6.loss_dice: 0.6890, decode.d7.loss_cls: 0.1951, decode.d7.loss_mask: 0.4305, decode.d7.loss_dice: 0.6920, decode.d8.loss_cls: 0.1878, decode.d8.loss_mask: 0.4301, decode.d8.loss_dice: 0.6938, loss: 15.2541 2022-04-27 15:39:58,349 - mmseg - INFO - Iter [129450/160000] lr: 2.742e-07, eta: 9:12:49, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1819, decode.loss_mask: 0.4296, decode.loss_dice: 0.6786, decode.d0.loss_cls: 1.8422, decode.d0.loss_mask: 0.4685, decode.d0.loss_dice: 0.7795, decode.d1.loss_cls: 0.2654, decode.d1.loss_mask: 0.4484, decode.d1.loss_dice: 0.7206, decode.d2.loss_cls: 0.2271, decode.d2.loss_mask: 0.4399, decode.d2.loss_dice: 0.6989, decode.d3.loss_cls: 0.2022, decode.d3.loss_mask: 0.4357, decode.d3.loss_dice: 0.6881, decode.d4.loss_cls: 0.2015, decode.d4.loss_mask: 0.4344, decode.d4.loss_dice: 0.6849, decode.d5.loss_cls: 0.1919, decode.d5.loss_mask: 0.4310, decode.d5.loss_dice: 0.6806, decode.d6.loss_cls: 0.1891, decode.d6.loss_mask: 0.4323, decode.d6.loss_dice: 0.6815, decode.d7.loss_cls: 0.1880, decode.d7.loss_mask: 0.4308, decode.d7.loss_dice: 0.6778, decode.d8.loss_cls: 0.1808, decode.d8.loss_mask: 0.4296, decode.d8.loss_dice: 0.6793, loss: 15.0201 2022-04-27 15:40:53,103 - mmseg - INFO - Iter [129500/160000] lr: 2.737e-07, eta: 9:11:55, time: 1.095, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1793, decode.loss_mask: 0.4257, decode.loss_dice: 0.6677, decode.d0.loss_cls: 1.8742, decode.d0.loss_mask: 0.4762, decode.d0.loss_dice: 0.7735, decode.d1.loss_cls: 0.2600, decode.d1.loss_mask: 0.4439, decode.d1.loss_dice: 0.7050, decode.d2.loss_cls: 0.2157, decode.d2.loss_mask: 0.4354, decode.d2.loss_dice: 0.6899, decode.d3.loss_cls: 0.1956, decode.d3.loss_mask: 0.4304, decode.d3.loss_dice: 0.6761, decode.d4.loss_cls: 0.1866, decode.d4.loss_mask: 0.4312, decode.d4.loss_dice: 0.6750, decode.d5.loss_cls: 0.1833, decode.d5.loss_mask: 0.4289, decode.d5.loss_dice: 0.6706, decode.d6.loss_cls: 0.1830, decode.d6.loss_mask: 0.4293, decode.d6.loss_dice: 0.6673, decode.d7.loss_cls: 0.1798, decode.d7.loss_mask: 0.4284, decode.d7.loss_dice: 0.6673, decode.d8.loss_cls: 0.1765, decode.d8.loss_mask: 0.4278, decode.d8.loss_dice: 0.6711, loss: 14.8545 2022-04-27 15:41:47,278 - mmseg - INFO - Iter [129550/160000] lr: 2.733e-07, eta: 9:11:01, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1823, decode.loss_mask: 0.4186, decode.loss_dice: 0.6835, decode.d0.loss_cls: 1.8305, decode.d0.loss_mask: 0.4634, decode.d0.loss_dice: 0.7855, decode.d1.loss_cls: 0.2708, decode.d1.loss_mask: 0.4375, decode.d1.loss_dice: 0.7215, decode.d2.loss_cls: 0.2251, decode.d2.loss_mask: 0.4321, decode.d2.loss_dice: 0.7040, decode.d3.loss_cls: 0.2050, decode.d3.loss_mask: 0.4237, decode.d3.loss_dice: 0.6871, decode.d4.loss_cls: 0.1982, decode.d4.loss_mask: 0.4218, decode.d4.loss_dice: 0.6849, decode.d5.loss_cls: 0.1928, decode.d5.loss_mask: 0.4203, decode.d5.loss_dice: 0.6842, decode.d6.loss_cls: 0.1820, decode.d6.loss_mask: 0.4206, decode.d6.loss_dice: 0.6818, decode.d7.loss_cls: 0.1833, decode.d7.loss_mask: 0.4193, decode.d7.loss_dice: 0.6800, decode.d8.loss_cls: 0.1811, decode.d8.loss_mask: 0.4171, decode.d8.loss_dice: 0.6778, loss: 14.9157 2022-04-27 15:42:41,647 - mmseg - INFO - Iter [129600/160000] lr: 2.728e-07, eta: 9:10:06, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1826, decode.loss_mask: 0.4671, decode.loss_dice: 0.7012, decode.d0.loss_cls: 1.8177, decode.d0.loss_mask: 0.5174, decode.d0.loss_dice: 0.8090, decode.d1.loss_cls: 0.2668, decode.d1.loss_mask: 0.4852, decode.d1.loss_dice: 0.7433, decode.d2.loss_cls: 0.2254, decode.d2.loss_mask: 0.4738, decode.d2.loss_dice: 0.7273, decode.d3.loss_cls: 0.2051, decode.d3.loss_mask: 0.4690, decode.d3.loss_dice: 0.7174, decode.d4.loss_cls: 0.1977, decode.d4.loss_mask: 0.4677, decode.d4.loss_dice: 0.7141, decode.d5.loss_cls: 0.1922, decode.d5.loss_mask: 0.4662, decode.d5.loss_dice: 0.7109, decode.d6.loss_cls: 0.1829, decode.d6.loss_mask: 0.4667, decode.d6.loss_dice: 0.7086, decode.d7.loss_cls: 0.1796, decode.d7.loss_mask: 0.4654, decode.d7.loss_dice: 0.7100, decode.d8.loss_cls: 0.1812, decode.d8.loss_mask: 0.4648, decode.d8.loss_dice: 0.7072, loss: 15.6234 2022-04-27 15:43:35,962 - mmseg - INFO - Iter [129650/160000] lr: 2.724e-07, eta: 9:09:12, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1913, decode.loss_mask: 0.4518, decode.loss_dice: 0.6795, decode.d0.loss_cls: 1.8215, decode.d0.loss_mask: 0.4950, decode.d0.loss_dice: 0.7773, decode.d1.loss_cls: 0.2677, decode.d1.loss_mask: 0.4670, decode.d1.loss_dice: 0.7233, decode.d2.loss_cls: 0.2284, decode.d2.loss_mask: 0.4577, decode.d2.loss_dice: 0.6994, decode.d3.loss_cls: 0.2054, decode.d3.loss_mask: 0.4548, decode.d3.loss_dice: 0.6907, decode.d4.loss_cls: 0.1991, decode.d4.loss_mask: 0.4547, decode.d4.loss_dice: 0.6910, decode.d5.loss_cls: 0.1929, decode.d5.loss_mask: 0.4546, decode.d5.loss_dice: 0.6867, decode.d6.loss_cls: 0.1949, decode.d6.loss_mask: 0.4516, decode.d6.loss_dice: 0.6808, decode.d7.loss_cls: 0.1865, decode.d7.loss_mask: 0.4519, decode.d7.loss_dice: 0.6832, decode.d8.loss_cls: 0.1917, decode.d8.loss_mask: 0.4506, decode.d8.loss_dice: 0.6828, loss: 15.2635 2022-04-27 15:44:30,374 - mmseg - INFO - Iter [129700/160000] lr: 2.719e-07, eta: 9:08:18, time: 1.088, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1725, decode.loss_mask: 0.4407, decode.loss_dice: 0.6811, decode.d0.loss_cls: 1.8612, decode.d0.loss_mask: 0.4834, decode.d0.loss_dice: 0.7777, decode.d1.loss_cls: 0.2520, decode.d1.loss_mask: 0.4560, decode.d1.loss_dice: 0.7148, decode.d2.loss_cls: 0.2150, decode.d2.loss_mask: 0.4484, decode.d2.loss_dice: 0.6965, decode.d3.loss_cls: 0.1929, decode.d3.loss_mask: 0.4457, decode.d3.loss_dice: 0.6868, decode.d4.loss_cls: 0.1795, decode.d4.loss_mask: 0.4429, decode.d4.loss_dice: 0.6862, decode.d5.loss_cls: 0.1809, decode.d5.loss_mask: 0.4423, decode.d5.loss_dice: 0.6871, decode.d6.loss_cls: 0.1696, decode.d6.loss_mask: 0.4421, decode.d6.loss_dice: 0.6847, decode.d7.loss_cls: 0.1763, decode.d7.loss_mask: 0.4415, decode.d7.loss_dice: 0.6833, decode.d8.loss_cls: 0.1734, decode.d8.loss_mask: 0.4392, decode.d8.loss_dice: 0.6802, loss: 15.0336 2022-04-27 15:45:24,193 - mmseg - INFO - Iter [129750/160000] lr: 2.715e-07, eta: 9:07:23, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1985, decode.loss_mask: 0.4323, decode.loss_dice: 0.6991, decode.d0.loss_cls: 1.8585, decode.d0.loss_mask: 0.4764, decode.d0.loss_dice: 0.8147, decode.d1.loss_cls: 0.2933, decode.d1.loss_mask: 0.4457, decode.d1.loss_dice: 0.7436, decode.d2.loss_cls: 0.2454, decode.d2.loss_mask: 0.4366, decode.d2.loss_dice: 0.7182, decode.d3.loss_cls: 0.2262, decode.d3.loss_mask: 0.4330, decode.d3.loss_dice: 0.7020, decode.d4.loss_cls: 0.2151, decode.d4.loss_mask: 0.4333, decode.d4.loss_dice: 0.7045, decode.d5.loss_cls: 0.2129, decode.d5.loss_mask: 0.4332, decode.d5.loss_dice: 0.7003, decode.d6.loss_cls: 0.2033, decode.d6.loss_mask: 0.4321, decode.d6.loss_dice: 0.6981, decode.d7.loss_cls: 0.2021, decode.d7.loss_mask: 0.4326, decode.d7.loss_dice: 0.6981, decode.d8.loss_cls: 0.1977, decode.d8.loss_mask: 0.4330, decode.d8.loss_dice: 0.6972, loss: 15.4171 2022-04-27 15:46:19,143 - mmseg - INFO - Iter [129800/160000] lr: 2.710e-07, eta: 9:06:29, time: 1.099, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1919, decode.loss_mask: 0.4408, decode.loss_dice: 0.7141, decode.d0.loss_cls: 1.8780, decode.d0.loss_mask: 0.4814, decode.d0.loss_dice: 0.8188, decode.d1.loss_cls: 0.2838, decode.d1.loss_mask: 0.4593, decode.d1.loss_dice: 0.7562, decode.d2.loss_cls: 0.2339, decode.d2.loss_mask: 0.4504, decode.d2.loss_dice: 0.7350, decode.d3.loss_cls: 0.2080, decode.d3.loss_mask: 0.4478, decode.d3.loss_dice: 0.7243, decode.d4.loss_cls: 0.2002, decode.d4.loss_mask: 0.4477, decode.d4.loss_dice: 0.7234, decode.d5.loss_cls: 0.2003, decode.d5.loss_mask: 0.4449, decode.d5.loss_dice: 0.7205, decode.d6.loss_cls: 0.1940, decode.d6.loss_mask: 0.4419, decode.d6.loss_dice: 0.7151, decode.d7.loss_cls: 0.1868, decode.d7.loss_mask: 0.4421, decode.d7.loss_dice: 0.7174, decode.d8.loss_cls: 0.1880, decode.d8.loss_mask: 0.4413, decode.d8.loss_dice: 0.7149, loss: 15.6022 2022-04-27 15:47:13,169 - mmseg - INFO - Iter [129850/160000] lr: 2.706e-07, eta: 9:05:35, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1738, decode.loss_mask: 0.4284, decode.loss_dice: 0.6974, decode.d0.loss_cls: 1.8619, decode.d0.loss_mask: 0.4690, decode.d0.loss_dice: 0.7966, decode.d1.loss_cls: 0.2670, decode.d1.loss_mask: 0.4451, decode.d1.loss_dice: 0.7348, decode.d2.loss_cls: 0.2139, decode.d2.loss_mask: 0.4374, decode.d2.loss_dice: 0.7193, decode.d3.loss_cls: 0.1926, decode.d3.loss_mask: 0.4337, decode.d3.loss_dice: 0.7070, decode.d4.loss_cls: 0.1831, decode.d4.loss_mask: 0.4325, decode.d4.loss_dice: 0.7039, decode.d5.loss_cls: 0.1768, decode.d5.loss_mask: 0.4309, decode.d5.loss_dice: 0.7029, decode.d6.loss_cls: 0.1704, decode.d6.loss_mask: 0.4301, decode.d6.loss_dice: 0.7040, decode.d7.loss_cls: 0.1707, decode.d7.loss_mask: 0.4297, decode.d7.loss_dice: 0.6986, decode.d8.loss_cls: 0.1680, decode.d8.loss_mask: 0.4294, decode.d8.loss_dice: 0.6983, loss: 15.1070 2022-04-27 15:48:06,918 - mmseg - INFO - Iter [129900/160000] lr: 2.701e-07, eta: 9:04:41, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1769, decode.loss_mask: 0.4413, decode.loss_dice: 0.7064, decode.d0.loss_cls: 1.8180, decode.d0.loss_mask: 0.4785, decode.d0.loss_dice: 0.8087, decode.d1.loss_cls: 0.2620, decode.d1.loss_mask: 0.4565, decode.d1.loss_dice: 0.7502, decode.d2.loss_cls: 0.2139, decode.d2.loss_mask: 0.4512, decode.d2.loss_dice: 0.7271, decode.d3.loss_cls: 0.1970, decode.d3.loss_mask: 0.4450, decode.d3.loss_dice: 0.7143, decode.d4.loss_cls: 0.1942, decode.d4.loss_mask: 0.4432, decode.d4.loss_dice: 0.7105, decode.d5.loss_cls: 0.1832, decode.d5.loss_mask: 0.4430, decode.d5.loss_dice: 0.7109, decode.d6.loss_cls: 0.1820, decode.d6.loss_mask: 0.4428, decode.d6.loss_dice: 0.7077, decode.d7.loss_cls: 0.1774, decode.d7.loss_mask: 0.4426, decode.d7.loss_dice: 0.7085, decode.d8.loss_cls: 0.1827, decode.d8.loss_mask: 0.4414, decode.d8.loss_dice: 0.7077, loss: 15.3250 2022-04-27 15:49:00,932 - mmseg - INFO - Iter [129950/160000] lr: 2.697e-07, eta: 9:03:46, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1883, decode.loss_mask: 0.4261, decode.loss_dice: 0.6840, decode.d0.loss_cls: 1.8634, decode.d0.loss_mask: 0.4630, decode.d0.loss_dice: 0.7894, decode.d1.loss_cls: 0.2825, decode.d1.loss_mask: 0.4396, decode.d1.loss_dice: 0.7197, decode.d2.loss_cls: 0.2402, decode.d2.loss_mask: 0.4343, decode.d2.loss_dice: 0.7044, decode.d3.loss_cls: 0.2116, decode.d3.loss_mask: 0.4313, decode.d3.loss_dice: 0.6909, decode.d4.loss_cls: 0.2040, decode.d4.loss_mask: 0.4291, decode.d4.loss_dice: 0.6908, decode.d5.loss_cls: 0.2086, decode.d5.loss_mask: 0.4273, decode.d5.loss_dice: 0.6896, decode.d6.loss_cls: 0.1955, decode.d6.loss_mask: 0.4259, decode.d6.loss_dice: 0.6855, decode.d7.loss_cls: 0.1931, decode.d7.loss_mask: 0.4273, decode.d7.loss_dice: 0.6860, decode.d8.loss_cls: 0.1904, decode.d8.loss_mask: 0.4271, decode.d8.loss_dice: 0.6848, loss: 15.1336 2022-04-27 15:49:55,398 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 15:49:55,399 - mmseg - INFO - Iter [130000/160000] lr: 2.692e-07, eta: 9:02:52, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1721, decode.loss_mask: 0.4377, decode.loss_dice: 0.6999, decode.d0.loss_cls: 1.8548, decode.d0.loss_mask: 0.4823, decode.d0.loss_dice: 0.8062, decode.d1.loss_cls: 0.2652, decode.d1.loss_mask: 0.4557, decode.d1.loss_dice: 0.7408, decode.d2.loss_cls: 0.2220, decode.d2.loss_mask: 0.4474, decode.d2.loss_dice: 0.7192, decode.d3.loss_cls: 0.1972, decode.d3.loss_mask: 0.4410, decode.d3.loss_dice: 0.7067, decode.d4.loss_cls: 0.1917, decode.d4.loss_mask: 0.4384, decode.d4.loss_dice: 0.7008, decode.d5.loss_cls: 0.1852, decode.d5.loss_mask: 0.4396, decode.d5.loss_dice: 0.7063, decode.d6.loss_cls: 0.1792, decode.d6.loss_mask: 0.4382, decode.d6.loss_dice: 0.7038, decode.d7.loss_cls: 0.1751, decode.d7.loss_mask: 0.4378, decode.d7.loss_dice: 0.7032, decode.d8.loss_cls: 0.1732, decode.d8.loss_mask: 0.4380, decode.d8.loss_dice: 0.6973, loss: 15.2560 2022-04-27 15:50:50,436 - mmseg - INFO - Iter [130050/160000] lr: 2.688e-07, eta: 9:01:58, time: 1.101, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1888, decode.loss_mask: 0.4229, decode.loss_dice: 0.6765, decode.d0.loss_cls: 1.8366, decode.d0.loss_mask: 0.4651, decode.d0.loss_dice: 0.7776, decode.d1.loss_cls: 0.2649, decode.d1.loss_mask: 0.4420, decode.d1.loss_dice: 0.7200, decode.d2.loss_cls: 0.2254, decode.d2.loss_mask: 0.4345, decode.d2.loss_dice: 0.6984, decode.d3.loss_cls: 0.2044, decode.d3.loss_mask: 0.4271, decode.d3.loss_dice: 0.6847, decode.d4.loss_cls: 0.2033, decode.d4.loss_mask: 0.4280, decode.d4.loss_dice: 0.6841, decode.d5.loss_cls: 0.1941, decode.d5.loss_mask: 0.4278, decode.d5.loss_dice: 0.6822, decode.d6.loss_cls: 0.1908, decode.d6.loss_mask: 0.4273, decode.d6.loss_dice: 0.6791, decode.d7.loss_cls: 0.1907, decode.d7.loss_mask: 0.4258, decode.d7.loss_dice: 0.6771, decode.d8.loss_cls: 0.1926, decode.d8.loss_mask: 0.4243, decode.d8.loss_dice: 0.6762, loss: 14.9723 2022-04-27 15:51:48,380 - mmseg - INFO - Iter [130100/160000] lr: 2.683e-07, eta: 9:01:04, time: 1.159, data_time: 0.066, memory: 64049, decode.loss_cls: 0.1770, decode.loss_mask: 0.4167, decode.loss_dice: 0.6764, decode.d0.loss_cls: 1.8741, decode.d0.loss_mask: 0.4597, decode.d0.loss_dice: 0.7744, decode.d1.loss_cls: 0.2595, decode.d1.loss_mask: 0.4321, decode.d1.loss_dice: 0.7150, decode.d2.loss_cls: 0.2195, decode.d2.loss_mask: 0.4254, decode.d2.loss_dice: 0.6953, decode.d3.loss_cls: 0.2028, decode.d3.loss_mask: 0.4209, decode.d3.loss_dice: 0.6809, decode.d4.loss_cls: 0.1902, decode.d4.loss_mask: 0.4192, decode.d4.loss_dice: 0.6824, decode.d5.loss_cls: 0.1904, decode.d5.loss_mask: 0.4196, decode.d5.loss_dice: 0.6817, decode.d6.loss_cls: 0.1874, decode.d6.loss_mask: 0.4178, decode.d6.loss_dice: 0.6737, decode.d7.loss_cls: 0.1819, decode.d7.loss_mask: 0.4175, decode.d7.loss_dice: 0.6764, decode.d8.loss_cls: 0.1801, decode.d8.loss_mask: 0.4175, decode.d8.loss_dice: 0.6732, loss: 14.8386 2022-04-27 15:52:43,498 - mmseg - INFO - Iter [130150/160000] lr: 2.679e-07, eta: 9:00:10, time: 1.102, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1783, decode.loss_mask: 0.4430, decode.loss_dice: 0.6874, decode.d0.loss_cls: 1.8149, decode.d0.loss_mask: 0.4893, decode.d0.loss_dice: 0.7803, decode.d1.loss_cls: 0.2520, decode.d1.loss_mask: 0.4616, decode.d1.loss_dice: 0.7283, decode.d2.loss_cls: 0.2135, decode.d2.loss_mask: 0.4539, decode.d2.loss_dice: 0.7125, decode.d3.loss_cls: 0.2033, decode.d3.loss_mask: 0.4464, decode.d3.loss_dice: 0.6939, decode.d4.loss_cls: 0.1895, decode.d4.loss_mask: 0.4473, decode.d4.loss_dice: 0.6984, decode.d5.loss_cls: 0.1811, decode.d5.loss_mask: 0.4452, decode.d5.loss_dice: 0.6945, decode.d6.loss_cls: 0.1825, decode.d6.loss_mask: 0.4430, decode.d6.loss_dice: 0.6877, decode.d7.loss_cls: 0.1771, decode.d7.loss_mask: 0.4434, decode.d7.loss_dice: 0.6889, decode.d8.loss_cls: 0.1776, decode.d8.loss_mask: 0.4421, decode.d8.loss_dice: 0.6875, loss: 15.1444 2022-04-27 15:53:37,824 - mmseg - INFO - Iter [130200/160000] lr: 2.674e-07, eta: 8:59:16, time: 1.086, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1682, decode.loss_mask: 0.4324, decode.loss_dice: 0.6691, decode.d0.loss_cls: 1.8194, decode.d0.loss_mask: 0.4821, decode.d0.loss_dice: 0.7774, decode.d1.loss_cls: 0.2447, decode.d1.loss_mask: 0.4524, decode.d1.loss_dice: 0.7116, decode.d2.loss_cls: 0.2044, decode.d2.loss_mask: 0.4441, decode.d2.loss_dice: 0.6954, decode.d3.loss_cls: 0.1886, decode.d3.loss_mask: 0.4377, decode.d3.loss_dice: 0.6791, decode.d4.loss_cls: 0.1804, decode.d4.loss_mask: 0.4360, decode.d4.loss_dice: 0.6742, decode.d5.loss_cls: 0.1728, decode.d5.loss_mask: 0.4380, decode.d5.loss_dice: 0.6765, decode.d6.loss_cls: 0.1721, decode.d6.loss_mask: 0.4354, decode.d6.loss_dice: 0.6702, decode.d7.loss_cls: 0.1730, decode.d7.loss_mask: 0.4341, decode.d7.loss_dice: 0.6695, decode.d8.loss_cls: 0.1719, decode.d8.loss_mask: 0.4323, decode.d8.loss_dice: 0.6691, loss: 14.8122 2022-04-27 15:54:32,536 - mmseg - INFO - Iter [130250/160000] lr: 2.670e-07, eta: 8:58:22, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1767, decode.loss_mask: 0.4656, decode.loss_dice: 0.7159, decode.d0.loss_cls: 1.8435, decode.d0.loss_mask: 0.5120, decode.d0.loss_dice: 0.8160, decode.d1.loss_cls: 0.2656, decode.d1.loss_mask: 0.4813, decode.d1.loss_dice: 0.7540, decode.d2.loss_cls: 0.2211, decode.d2.loss_mask: 0.4751, decode.d2.loss_dice: 0.7394, decode.d3.loss_cls: 0.1992, decode.d3.loss_mask: 0.4701, decode.d3.loss_dice: 0.7199, decode.d4.loss_cls: 0.1878, decode.d4.loss_mask: 0.4703, decode.d4.loss_dice: 0.7226, decode.d5.loss_cls: 0.1893, decode.d5.loss_mask: 0.4697, decode.d5.loss_dice: 0.7212, decode.d6.loss_cls: 0.1811, decode.d6.loss_mask: 0.4676, decode.d6.loss_dice: 0.7200, decode.d7.loss_cls: 0.1776, decode.d7.loss_mask: 0.4672, decode.d7.loss_dice: 0.7175, decode.d8.loss_cls: 0.1790, decode.d8.loss_mask: 0.4659, decode.d8.loss_dice: 0.7164, loss: 15.7088 2022-04-27 15:55:27,378 - mmseg - INFO - Iter [130300/160000] lr: 2.665e-07, eta: 8:57:28, time: 1.097, data_time: 0.013, memory: 64049, decode.loss_cls: 0.1766, decode.loss_mask: 0.4353, decode.loss_dice: 0.6565, decode.d0.loss_cls: 1.8176, decode.d0.loss_mask: 0.4814, decode.d0.loss_dice: 0.7566, decode.d1.loss_cls: 0.2592, decode.d1.loss_mask: 0.4550, decode.d1.loss_dice: 0.7027, decode.d2.loss_cls: 0.2124, decode.d2.loss_mask: 0.4492, decode.d2.loss_dice: 0.6864, decode.d3.loss_cls: 0.1945, decode.d3.loss_mask: 0.4417, decode.d3.loss_dice: 0.6687, decode.d4.loss_cls: 0.1885, decode.d4.loss_mask: 0.4414, decode.d4.loss_dice: 0.6689, decode.d5.loss_cls: 0.1856, decode.d5.loss_mask: 0.4403, decode.d5.loss_dice: 0.6651, decode.d6.loss_cls: 0.1746, decode.d6.loss_mask: 0.4374, decode.d6.loss_dice: 0.6581, decode.d7.loss_cls: 0.1761, decode.d7.loss_mask: 0.4359, decode.d7.loss_dice: 0.6569, decode.d8.loss_cls: 0.1741, decode.d8.loss_mask: 0.4363, decode.d8.loss_dice: 0.6594, loss: 14.7924 2022-04-27 15:56:22,724 - mmseg - INFO - Iter [130350/160000] lr: 2.661e-07, eta: 8:56:34, time: 1.107, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1944, decode.loss_mask: 0.4310, decode.loss_dice: 0.7053, decode.d0.loss_cls: 1.8886, decode.d0.loss_mask: 0.4721, decode.d0.loss_dice: 0.8106, decode.d1.loss_cls: 0.2816, decode.d1.loss_mask: 0.4515, decode.d1.loss_dice: 0.7498, decode.d2.loss_cls: 0.2338, decode.d2.loss_mask: 0.4394, decode.d2.loss_dice: 0.7322, decode.d3.loss_cls: 0.2168, decode.d3.loss_mask: 0.4360, decode.d3.loss_dice: 0.7152, decode.d4.loss_cls: 0.2116, decode.d4.loss_mask: 0.4354, decode.d4.loss_dice: 0.7146, decode.d5.loss_cls: 0.2027, decode.d5.loss_mask: 0.4333, decode.d5.loss_dice: 0.7116, decode.d6.loss_cls: 0.2009, decode.d6.loss_mask: 0.4328, decode.d6.loss_dice: 0.7046, decode.d7.loss_cls: 0.2007, decode.d7.loss_mask: 0.4314, decode.d7.loss_dice: 0.7051, decode.d8.loss_cls: 0.1879, decode.d8.loss_mask: 0.4320, decode.d8.loss_dice: 0.7094, loss: 15.4724 2022-04-27 15:57:17,709 - mmseg - INFO - Iter [130400/160000] lr: 2.656e-07, eta: 8:55:40, time: 1.100, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1800, decode.loss_mask: 0.4315, decode.loss_dice: 0.6867, decode.d0.loss_cls: 1.8313, decode.d0.loss_mask: 0.4730, decode.d0.loss_dice: 0.7890, decode.d1.loss_cls: 0.2630, decode.d1.loss_mask: 0.4442, decode.d1.loss_dice: 0.7254, decode.d2.loss_cls: 0.2238, decode.d2.loss_mask: 0.4393, decode.d2.loss_dice: 0.7051, decode.d3.loss_cls: 0.1991, decode.d3.loss_mask: 0.4363, decode.d3.loss_dice: 0.6962, decode.d4.loss_cls: 0.1870, decode.d4.loss_mask: 0.4333, decode.d4.loss_dice: 0.6974, decode.d5.loss_cls: 0.1845, decode.d5.loss_mask: 0.4338, decode.d5.loss_dice: 0.6926, decode.d6.loss_cls: 0.1833, decode.d6.loss_mask: 0.4326, decode.d6.loss_dice: 0.6938, decode.d7.loss_cls: 0.1810, decode.d7.loss_mask: 0.4318, decode.d7.loss_dice: 0.6924, decode.d8.loss_cls: 0.1848, decode.d8.loss_mask: 0.4319, decode.d8.loss_dice: 0.6879, loss: 15.0723 2022-04-27 15:58:12,874 - mmseg - INFO - Iter [130450/160000] lr: 2.652e-07, eta: 8:54:45, time: 1.103, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1856, decode.loss_mask: 0.4327, decode.loss_dice: 0.6872, decode.d0.loss_cls: 1.8548, decode.d0.loss_mask: 0.4774, decode.d0.loss_dice: 0.7951, decode.d1.loss_cls: 0.2730, decode.d1.loss_mask: 0.4482, decode.d1.loss_dice: 0.7237, decode.d2.loss_cls: 0.2271, decode.d2.loss_mask: 0.4404, decode.d2.loss_dice: 0.7081, decode.d3.loss_cls: 0.2076, decode.d3.loss_mask: 0.4366, decode.d3.loss_dice: 0.6926, decode.d4.loss_cls: 0.2031, decode.d4.loss_mask: 0.4347, decode.d4.loss_dice: 0.6898, decode.d5.loss_cls: 0.1924, decode.d5.loss_mask: 0.4358, decode.d5.loss_dice: 0.6897, decode.d6.loss_cls: 0.1909, decode.d6.loss_mask: 0.4332, decode.d6.loss_dice: 0.6853, decode.d7.loss_cls: 0.1832, decode.d7.loss_mask: 0.4336, decode.d7.loss_dice: 0.6841, decode.d8.loss_cls: 0.1767, decode.d8.loss_mask: 0.4325, decode.d8.loss_dice: 0.6890, loss: 15.1443 2022-04-27 15:59:07,335 - mmseg - INFO - Iter [130500/160000] lr: 2.647e-07, eta: 8:53:51, time: 1.089, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1825, decode.loss_mask: 0.4128, decode.loss_dice: 0.6877, decode.d0.loss_cls: 1.8702, decode.d0.loss_mask: 0.4548, decode.d0.loss_dice: 0.7936, decode.d1.loss_cls: 0.2768, decode.d1.loss_mask: 0.4301, decode.d1.loss_dice: 0.7291, decode.d2.loss_cls: 0.2298, decode.d2.loss_mask: 0.4216, decode.d2.loss_dice: 0.7093, decode.d3.loss_cls: 0.2031, decode.d3.loss_mask: 0.4164, decode.d3.loss_dice: 0.6933, decode.d4.loss_cls: 0.1997, decode.d4.loss_mask: 0.4157, decode.d4.loss_dice: 0.6931, decode.d5.loss_cls: 0.1951, decode.d5.loss_mask: 0.4133, decode.d5.loss_dice: 0.6886, decode.d6.loss_cls: 0.1842, decode.d6.loss_mask: 0.4163, decode.d6.loss_dice: 0.6901, decode.d7.loss_cls: 0.1869, decode.d7.loss_mask: 0.4146, decode.d7.loss_dice: 0.6891, decode.d8.loss_cls: 0.1814, decode.d8.loss_mask: 0.4136, decode.d8.loss_dice: 0.6879, loss: 14.9807 2022-04-27 16:00:01,118 - mmseg - INFO - Iter [130550/160000] lr: 2.643e-07, eta: 8:52:57, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1737, decode.loss_mask: 0.4365, decode.loss_dice: 0.6796, decode.d0.loss_cls: 1.8629, decode.d0.loss_mask: 0.4816, decode.d0.loss_dice: 0.7755, decode.d1.loss_cls: 0.2636, decode.d1.loss_mask: 0.4522, decode.d1.loss_dice: 0.7157, decode.d2.loss_cls: 0.2153, decode.d2.loss_mask: 0.4464, decode.d2.loss_dice: 0.7017, decode.d3.loss_cls: 0.1963, decode.d3.loss_mask: 0.4406, decode.d3.loss_dice: 0.6902, decode.d4.loss_cls: 0.1924, decode.d4.loss_mask: 0.4390, decode.d4.loss_dice: 0.6880, decode.d5.loss_cls: 0.1810, decode.d5.loss_mask: 0.4381, decode.d5.loss_dice: 0.6855, decode.d6.loss_cls: 0.1779, decode.d6.loss_mask: 0.4380, decode.d6.loss_dice: 0.6834, decode.d7.loss_cls: 0.1787, decode.d7.loss_mask: 0.4378, decode.d7.loss_dice: 0.6797, decode.d8.loss_cls: 0.1717, decode.d8.loss_mask: 0.4363, decode.d8.loss_dice: 0.6805, loss: 15.0401 2022-04-27 16:00:56,494 - mmseg - INFO - Iter [130600/160000] lr: 2.638e-07, eta: 8:52:03, time: 1.109, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1785, decode.loss_mask: 0.4189, decode.loss_dice: 0.6830, decode.d0.loss_cls: 1.8183, decode.d0.loss_mask: 0.4613, decode.d0.loss_dice: 0.7756, decode.d1.loss_cls: 0.2521, decode.d1.loss_mask: 0.4335, decode.d1.loss_dice: 0.7164, decode.d2.loss_cls: 0.2127, decode.d2.loss_mask: 0.4277, decode.d2.loss_dice: 0.7009, decode.d3.loss_cls: 0.2002, decode.d3.loss_mask: 0.4244, decode.d3.loss_dice: 0.6899, decode.d4.loss_cls: 0.1870, decode.d4.loss_mask: 0.4232, decode.d4.loss_dice: 0.6925, decode.d5.loss_cls: 0.1872, decode.d5.loss_mask: 0.4225, decode.d5.loss_dice: 0.6866, decode.d6.loss_cls: 0.1802, decode.d6.loss_mask: 0.4202, decode.d6.loss_dice: 0.6872, decode.d7.loss_cls: 0.1780, decode.d7.loss_mask: 0.4189, decode.d7.loss_dice: 0.6800, decode.d8.loss_cls: 0.1780, decode.d8.loss_mask: 0.4209, decode.d8.loss_dice: 0.6862, loss: 14.8417 2022-04-27 16:01:50,652 - mmseg - INFO - Iter [130650/160000] lr: 2.634e-07, eta: 8:51:08, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1715, decode.loss_mask: 0.4536, decode.loss_dice: 0.6879, decode.d0.loss_cls: 1.8329, decode.d0.loss_mask: 0.4986, decode.d0.loss_dice: 0.7884, decode.d1.loss_cls: 0.2534, decode.d1.loss_mask: 0.4675, decode.d1.loss_dice: 0.7272, decode.d2.loss_cls: 0.2259, decode.d2.loss_mask: 0.4614, decode.d2.loss_dice: 0.7116, decode.d3.loss_cls: 0.1972, decode.d3.loss_mask: 0.4567, decode.d3.loss_dice: 0.6927, decode.d4.loss_cls: 0.1861, decode.d4.loss_mask: 0.4561, decode.d4.loss_dice: 0.6920, decode.d5.loss_cls: 0.1803, decode.d5.loss_mask: 0.4558, decode.d5.loss_dice: 0.6926, decode.d6.loss_cls: 0.1813, decode.d6.loss_mask: 0.4560, decode.d6.loss_dice: 0.6924, decode.d7.loss_cls: 0.1768, decode.d7.loss_mask: 0.4549, decode.d7.loss_dice: 0.6895, decode.d8.loss_cls: 0.1769, decode.d8.loss_mask: 0.4549, decode.d8.loss_dice: 0.6885, loss: 15.2606 2022-04-27 16:02:45,142 - mmseg - INFO - Iter [130700/160000] lr: 2.629e-07, eta: 8:50:14, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1820, decode.loss_mask: 0.4337, decode.loss_dice: 0.6631, decode.d0.loss_cls: 1.8535, decode.d0.loss_mask: 0.4759, decode.d0.loss_dice: 0.7692, decode.d1.loss_cls: 0.2633, decode.d1.loss_mask: 0.4490, decode.d1.loss_dice: 0.7042, decode.d2.loss_cls: 0.2154, decode.d2.loss_mask: 0.4397, decode.d2.loss_dice: 0.6853, decode.d3.loss_cls: 0.2012, decode.d3.loss_mask: 0.4358, decode.d3.loss_dice: 0.6696, decode.d4.loss_cls: 0.1893, decode.d4.loss_mask: 0.4357, decode.d4.loss_dice: 0.6700, decode.d5.loss_cls: 0.1879, decode.d5.loss_mask: 0.4359, decode.d5.loss_dice: 0.6704, decode.d6.loss_cls: 0.1815, decode.d6.loss_mask: 0.4339, decode.d6.loss_dice: 0.6641, decode.d7.loss_cls: 0.1821, decode.d7.loss_mask: 0.4329, decode.d7.loss_dice: 0.6621, decode.d8.loss_cls: 0.1800, decode.d8.loss_mask: 0.4340, decode.d8.loss_dice: 0.6622, loss: 14.8630 2022-04-27 16:03:39,982 - mmseg - INFO - Iter [130750/160000] lr: 2.625e-07, eta: 8:49:20, time: 1.097, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1813, decode.loss_mask: 0.4282, decode.loss_dice: 0.6611, decode.d0.loss_cls: 1.8548, decode.d0.loss_mask: 0.4754, decode.d0.loss_dice: 0.7731, decode.d1.loss_cls: 0.2693, decode.d1.loss_mask: 0.4452, decode.d1.loss_dice: 0.7015, decode.d2.loss_cls: 0.2370, decode.d2.loss_mask: 0.4344, decode.d2.loss_dice: 0.6803, decode.d3.loss_cls: 0.2099, decode.d3.loss_mask: 0.4309, decode.d3.loss_dice: 0.6675, decode.d4.loss_cls: 0.1988, decode.d4.loss_mask: 0.4311, decode.d4.loss_dice: 0.6655, decode.d5.loss_cls: 0.1916, decode.d5.loss_mask: 0.4300, decode.d5.loss_dice: 0.6645, decode.d6.loss_cls: 0.1873, decode.d6.loss_mask: 0.4294, decode.d6.loss_dice: 0.6607, decode.d7.loss_cls: 0.1859, decode.d7.loss_mask: 0.4282, decode.d7.loss_dice: 0.6611, decode.d8.loss_cls: 0.1917, decode.d8.loss_mask: 0.4288, decode.d8.loss_dice: 0.6606, loss: 14.8651 2022-04-27 16:04:34,538 - mmseg - INFO - Iter [130800/160000] lr: 2.620e-07, eta: 8:48:26, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1758, decode.loss_mask: 0.4316, decode.loss_dice: 0.6587, decode.d0.loss_cls: 1.8151, decode.d0.loss_mask: 0.4767, decode.d0.loss_dice: 0.7691, decode.d1.loss_cls: 0.2449, decode.d1.loss_mask: 0.4446, decode.d1.loss_dice: 0.6965, decode.d2.loss_cls: 0.2112, decode.d2.loss_mask: 0.4409, decode.d2.loss_dice: 0.6787, decode.d3.loss_cls: 0.1914, decode.d3.loss_mask: 0.4366, decode.d3.loss_dice: 0.6709, decode.d4.loss_cls: 0.1825, decode.d4.loss_mask: 0.4367, decode.d4.loss_dice: 0.6681, decode.d5.loss_cls: 0.1760, decode.d5.loss_mask: 0.4350, decode.d5.loss_dice: 0.6659, decode.d6.loss_cls: 0.1767, decode.d6.loss_mask: 0.4329, decode.d6.loss_dice: 0.6635, decode.d7.loss_cls: 0.1784, decode.d7.loss_mask: 0.4321, decode.d7.loss_dice: 0.6626, decode.d8.loss_cls: 0.1737, decode.d8.loss_mask: 0.4320, decode.d8.loss_dice: 0.6643, loss: 14.7232 2022-04-27 16:05:28,991 - mmseg - INFO - Iter [130850/160000] lr: 2.616e-07, eta: 8:47:32, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1911, decode.loss_mask: 0.4438, decode.loss_dice: 0.7047, decode.d0.loss_cls: 1.8714, decode.d0.loss_mask: 0.4821, decode.d0.loss_dice: 0.8164, decode.d1.loss_cls: 0.2765, decode.d1.loss_mask: 0.4590, decode.d1.loss_dice: 0.7419, decode.d2.loss_cls: 0.2329, decode.d2.loss_mask: 0.4534, decode.d2.loss_dice: 0.7256, decode.d3.loss_cls: 0.2163, decode.d3.loss_mask: 0.4478, decode.d3.loss_dice: 0.7112, decode.d4.loss_cls: 0.2024, decode.d4.loss_mask: 0.4455, decode.d4.loss_dice: 0.7074, decode.d5.loss_cls: 0.2004, decode.d5.loss_mask: 0.4425, decode.d5.loss_dice: 0.7030, decode.d6.loss_cls: 0.1973, decode.d6.loss_mask: 0.4431, decode.d6.loss_dice: 0.7030, decode.d7.loss_cls: 0.1981, decode.d7.loss_mask: 0.4417, decode.d7.loss_dice: 0.7024, decode.d8.loss_cls: 0.1908, decode.d8.loss_mask: 0.4437, decode.d8.loss_dice: 0.7047, loss: 15.5001 2022-04-27 16:06:23,570 - mmseg - INFO - Iter [130900/160000] lr: 2.611e-07, eta: 8:46:37, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1599, decode.loss_mask: 0.4187, decode.loss_dice: 0.6682, decode.d0.loss_cls: 1.8172, decode.d0.loss_mask: 0.4594, decode.d0.loss_dice: 0.7607, decode.d1.loss_cls: 0.2491, decode.d1.loss_mask: 0.4365, decode.d1.loss_dice: 0.7021, decode.d2.loss_cls: 0.2013, decode.d2.loss_mask: 0.4269, decode.d2.loss_dice: 0.6851, decode.d3.loss_cls: 0.1871, decode.d3.loss_mask: 0.4225, decode.d3.loss_dice: 0.6720, decode.d4.loss_cls: 0.1792, decode.d4.loss_mask: 0.4222, decode.d4.loss_dice: 0.6711, decode.d5.loss_cls: 0.1712, decode.d5.loss_mask: 0.4222, decode.d5.loss_dice: 0.6701, decode.d6.loss_cls: 0.1729, decode.d6.loss_mask: 0.4203, decode.d6.loss_dice: 0.6679, decode.d7.loss_cls: 0.1679, decode.d7.loss_mask: 0.4201, decode.d7.loss_dice: 0.6691, decode.d8.loss_cls: 0.1648, decode.d8.loss_mask: 0.4189, decode.d8.loss_dice: 0.6678, loss: 14.5726 2022-04-27 16:07:17,480 - mmseg - INFO - Iter [130950/160000] lr: 2.607e-07, eta: 8:45:43, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1859, decode.loss_mask: 0.4329, decode.loss_dice: 0.6967, decode.d0.loss_cls: 1.8860, decode.d0.loss_mask: 0.4765, decode.d0.loss_dice: 0.8020, decode.d1.loss_cls: 0.2781, decode.d1.loss_mask: 0.4525, decode.d1.loss_dice: 0.7345, decode.d2.loss_cls: 0.2287, decode.d2.loss_mask: 0.4418, decode.d2.loss_dice: 0.7161, decode.d3.loss_cls: 0.2054, decode.d3.loss_mask: 0.4387, decode.d3.loss_dice: 0.7032, decode.d4.loss_cls: 0.1995, decode.d4.loss_mask: 0.4371, decode.d4.loss_dice: 0.6993, decode.d5.loss_cls: 0.1900, decode.d5.loss_mask: 0.4349, decode.d5.loss_dice: 0.7019, decode.d6.loss_cls: 0.1873, decode.d6.loss_mask: 0.4344, decode.d6.loss_dice: 0.7009, decode.d7.loss_cls: 0.1872, decode.d7.loss_mask: 0.4332, decode.d7.loss_dice: 0.7000, decode.d8.loss_cls: 0.1852, decode.d8.loss_mask: 0.4347, decode.d8.loss_dice: 0.6972, loss: 15.3020 2022-04-27 16:08:12,577 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 16:08:12,580 - mmseg - INFO - Iter [131000/160000] lr: 2.602e-07, eta: 8:44:49, time: 1.102, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1765, decode.loss_mask: 0.4544, decode.loss_dice: 0.6837, decode.d0.loss_cls: 1.8276, decode.d0.loss_mask: 0.5000, decode.d0.loss_dice: 0.7945, decode.d1.loss_cls: 0.2672, decode.d1.loss_mask: 0.4715, decode.d1.loss_dice: 0.7249, decode.d2.loss_cls: 0.2177, decode.d2.loss_mask: 0.4676, decode.d2.loss_dice: 0.7055, decode.d3.loss_cls: 0.1970, decode.d3.loss_mask: 0.4599, decode.d3.loss_dice: 0.6909, decode.d4.loss_cls: 0.1883, decode.d4.loss_mask: 0.4583, decode.d4.loss_dice: 0.6918, decode.d5.loss_cls: 0.1837, decode.d5.loss_mask: 0.4568, decode.d5.loss_dice: 0.6953, decode.d6.loss_cls: 0.1768, decode.d6.loss_mask: 0.4556, decode.d6.loss_dice: 0.6894, decode.d7.loss_cls: 0.1743, decode.d7.loss_mask: 0.4534, decode.d7.loss_dice: 0.6865, decode.d8.loss_cls: 0.1779, decode.d8.loss_mask: 0.4546, decode.d8.loss_dice: 0.6864, loss: 15.2682 2022-04-27 16:09:07,463 - mmseg - INFO - Iter [131050/160000] lr: 2.598e-07, eta: 8:43:55, time: 1.098, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1715, decode.loss_mask: 0.4211, decode.loss_dice: 0.6798, decode.d0.loss_cls: 1.8195, decode.d0.loss_mask: 0.4624, decode.d0.loss_dice: 0.7885, decode.d1.loss_cls: 0.2377, decode.d1.loss_mask: 0.4397, decode.d1.loss_dice: 0.7223, decode.d2.loss_cls: 0.2042, decode.d2.loss_mask: 0.4315, decode.d2.loss_dice: 0.6989, decode.d3.loss_cls: 0.1931, decode.d3.loss_mask: 0.4260, decode.d3.loss_dice: 0.6852, decode.d4.loss_cls: 0.1810, decode.d4.loss_mask: 0.4237, decode.d4.loss_dice: 0.6858, decode.d5.loss_cls: 0.1772, decode.d5.loss_mask: 0.4238, decode.d5.loss_dice: 0.6856, decode.d6.loss_cls: 0.1750, decode.d6.loss_mask: 0.4225, decode.d6.loss_dice: 0.6810, decode.d7.loss_cls: 0.1700, decode.d7.loss_mask: 0.4216, decode.d7.loss_dice: 0.6839, decode.d8.loss_cls: 0.1694, decode.d8.loss_mask: 0.4207, decode.d8.loss_dice: 0.6820, loss: 14.7841 2022-04-27 16:10:02,232 - mmseg - INFO - Iter [131100/160000] lr: 2.593e-07, eta: 8:43:00, time: 1.095, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1839, decode.loss_mask: 0.4280, decode.loss_dice: 0.6872, decode.d0.loss_cls: 1.7926, decode.d0.loss_mask: 0.4690, decode.d0.loss_dice: 0.7913, decode.d1.loss_cls: 0.2513, decode.d1.loss_mask: 0.4446, decode.d1.loss_dice: 0.7261, decode.d2.loss_cls: 0.2202, decode.d2.loss_mask: 0.4354, decode.d2.loss_dice: 0.7059, decode.d3.loss_cls: 0.2061, decode.d3.loss_mask: 0.4303, decode.d3.loss_dice: 0.6925, decode.d4.loss_cls: 0.1951, decode.d4.loss_mask: 0.4311, decode.d4.loss_dice: 0.6952, decode.d5.loss_cls: 0.1939, decode.d5.loss_mask: 0.4306, decode.d5.loss_dice: 0.6929, decode.d6.loss_cls: 0.1868, decode.d6.loss_mask: 0.4290, decode.d6.loss_dice: 0.6886, decode.d7.loss_cls: 0.1818, decode.d7.loss_mask: 0.4296, decode.d7.loss_dice: 0.6920, decode.d8.loss_cls: 0.1846, decode.d8.loss_mask: 0.4303, decode.d8.loss_dice: 0.6842, loss: 15.0100 2022-04-27 16:10:56,675 - mmseg - INFO - Iter [131150/160000] lr: 2.589e-07, eta: 8:42:06, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1807, decode.loss_mask: 0.4237, decode.loss_dice: 0.6584, decode.d0.loss_cls: 1.8972, decode.d0.loss_mask: 0.4673, decode.d0.loss_dice: 0.7589, decode.d1.loss_cls: 0.2772, decode.d1.loss_mask: 0.4398, decode.d1.loss_dice: 0.6931, decode.d2.loss_cls: 0.2241, decode.d2.loss_mask: 0.4338, decode.d2.loss_dice: 0.6720, decode.d3.loss_cls: 0.2080, decode.d3.loss_mask: 0.4293, decode.d3.loss_dice: 0.6650, decode.d4.loss_cls: 0.1979, decode.d4.loss_mask: 0.4292, decode.d4.loss_dice: 0.6669, decode.d5.loss_cls: 0.1946, decode.d5.loss_mask: 0.4284, decode.d5.loss_dice: 0.6655, decode.d6.loss_cls: 0.1868, decode.d6.loss_mask: 0.4280, decode.d6.loss_dice: 0.6608, decode.d7.loss_cls: 0.1834, decode.d7.loss_mask: 0.4270, decode.d7.loss_dice: 0.6604, decode.d8.loss_cls: 0.1779, decode.d8.loss_mask: 0.4244, decode.d8.loss_dice: 0.6627, loss: 14.8223 2022-04-27 16:11:51,346 - mmseg - INFO - Iter [131200/160000] lr: 2.585e-07, eta: 8:41:12, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1802, decode.loss_mask: 0.4132, decode.loss_dice: 0.6853, decode.d0.loss_cls: 1.8200, decode.d0.loss_mask: 0.4560, decode.d0.loss_dice: 0.7854, decode.d1.loss_cls: 0.2526, decode.d1.loss_mask: 0.4295, decode.d1.loss_dice: 0.7256, decode.d2.loss_cls: 0.2154, decode.d2.loss_mask: 0.4237, decode.d2.loss_dice: 0.7063, decode.d3.loss_cls: 0.1989, decode.d3.loss_mask: 0.4170, decode.d3.loss_dice: 0.6911, decode.d4.loss_cls: 0.1875, decode.d4.loss_mask: 0.4162, decode.d4.loss_dice: 0.6952, decode.d5.loss_cls: 0.1823, decode.d5.loss_mask: 0.4174, decode.d5.loss_dice: 0.6946, decode.d6.loss_cls: 0.1818, decode.d6.loss_mask: 0.4143, decode.d6.loss_dice: 0.6869, decode.d7.loss_cls: 0.1802, decode.d7.loss_mask: 0.4147, decode.d7.loss_dice: 0.6910, decode.d8.loss_cls: 0.1800, decode.d8.loss_mask: 0.4135, decode.d8.loss_dice: 0.6884, loss: 14.8442 2022-04-27 16:12:45,143 - mmseg - INFO - Iter [131250/160000] lr: 2.580e-07, eta: 8:40:18, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1953, decode.loss_mask: 0.4479, decode.loss_dice: 0.6884, decode.d0.loss_cls: 1.8827, decode.d0.loss_mask: 0.4944, decode.d0.loss_dice: 0.7869, decode.d1.loss_cls: 0.2849, decode.d1.loss_mask: 0.4650, decode.d1.loss_dice: 0.7252, decode.d2.loss_cls: 0.2396, decode.d2.loss_mask: 0.4561, decode.d2.loss_dice: 0.7044, decode.d3.loss_cls: 0.2177, decode.d3.loss_mask: 0.4519, decode.d3.loss_dice: 0.6898, decode.d4.loss_cls: 0.2128, decode.d4.loss_mask: 0.4516, decode.d4.loss_dice: 0.6935, decode.d5.loss_cls: 0.2026, decode.d5.loss_mask: 0.4507, decode.d5.loss_dice: 0.6919, decode.d6.loss_cls: 0.1989, decode.d6.loss_mask: 0.4499, decode.d6.loss_dice: 0.6875, decode.d7.loss_cls: 0.2012, decode.d7.loss_mask: 0.4476, decode.d7.loss_dice: 0.6880, decode.d8.loss_cls: 0.1919, decode.d8.loss_mask: 0.4478, decode.d8.loss_dice: 0.6909, loss: 15.4371 2022-04-27 16:13:39,537 - mmseg - INFO - Iter [131300/160000] lr: 2.576e-07, eta: 8:39:23, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1736, decode.loss_mask: 0.4464, decode.loss_dice: 0.6886, decode.d0.loss_cls: 1.8841, decode.d0.loss_mask: 0.4900, decode.d0.loss_dice: 0.7894, decode.d1.loss_cls: 0.2687, decode.d1.loss_mask: 0.4635, decode.d1.loss_dice: 0.7265, decode.d2.loss_cls: 0.2171, decode.d2.loss_mask: 0.4566, decode.d2.loss_dice: 0.7092, decode.d3.loss_cls: 0.1963, decode.d3.loss_mask: 0.4522, decode.d3.loss_dice: 0.6949, decode.d4.loss_cls: 0.1910, decode.d4.loss_mask: 0.4504, decode.d4.loss_dice: 0.6875, decode.d5.loss_cls: 0.1839, decode.d5.loss_mask: 0.4483, decode.d5.loss_dice: 0.6878, decode.d6.loss_cls: 0.1763, decode.d6.loss_mask: 0.4459, decode.d6.loss_dice: 0.6839, decode.d7.loss_cls: 0.1746, decode.d7.loss_mask: 0.4455, decode.d7.loss_dice: 0.6823, decode.d8.loss_cls: 0.1776, decode.d8.loss_mask: 0.4462, decode.d8.loss_dice: 0.6881, loss: 15.2263 2022-04-27 16:14:34,329 - mmseg - INFO - Iter [131350/160000] lr: 2.571e-07, eta: 8:38:29, time: 1.095, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2013, decode.loss_mask: 0.4426, decode.loss_dice: 0.7009, decode.d0.loss_cls: 1.8662, decode.d0.loss_mask: 0.4878, decode.d0.loss_dice: 0.8142, decode.d1.loss_cls: 0.2822, decode.d1.loss_mask: 0.4608, decode.d1.loss_dice: 0.7467, decode.d2.loss_cls: 0.2495, decode.d2.loss_mask: 0.4519, decode.d2.loss_dice: 0.7234, decode.d3.loss_cls: 0.2276, decode.d3.loss_mask: 0.4452, decode.d3.loss_dice: 0.7045, decode.d4.loss_cls: 0.2182, decode.d4.loss_mask: 0.4446, decode.d4.loss_dice: 0.7055, decode.d5.loss_cls: 0.2113, decode.d5.loss_mask: 0.4445, decode.d5.loss_dice: 0.7063, decode.d6.loss_cls: 0.2052, decode.d6.loss_mask: 0.4426, decode.d6.loss_dice: 0.7015, decode.d7.loss_cls: 0.2022, decode.d7.loss_mask: 0.4431, decode.d7.loss_dice: 0.7011, decode.d8.loss_cls: 0.2019, decode.d8.loss_mask: 0.4430, decode.d8.loss_dice: 0.7023, loss: 15.5778 2022-04-27 16:15:32,420 - mmseg - INFO - Iter [131400/160000] lr: 2.567e-07, eta: 8:37:36, time: 1.162, data_time: 0.063, memory: 64049, decode.loss_cls: 0.1917, decode.loss_mask: 0.4308, decode.loss_dice: 0.6816, decode.d0.loss_cls: 1.8268, decode.d0.loss_mask: 0.4766, decode.d0.loss_dice: 0.7916, decode.d1.loss_cls: 0.2800, decode.d1.loss_mask: 0.4459, decode.d1.loss_dice: 0.7201, decode.d2.loss_cls: 0.2328, decode.d2.loss_mask: 0.4381, decode.d2.loss_dice: 0.6997, decode.d3.loss_cls: 0.2145, decode.d3.loss_mask: 0.4335, decode.d3.loss_dice: 0.6878, decode.d4.loss_cls: 0.2134, decode.d4.loss_mask: 0.4328, decode.d4.loss_dice: 0.6830, decode.d5.loss_cls: 0.2026, decode.d5.loss_mask: 0.4324, decode.d5.loss_dice: 0.6823, decode.d6.loss_cls: 0.1972, decode.d6.loss_mask: 0.4320, decode.d6.loss_dice: 0.6801, decode.d7.loss_cls: 0.1917, decode.d7.loss_mask: 0.4303, decode.d7.loss_dice: 0.6828, decode.d8.loss_cls: 0.1886, decode.d8.loss_mask: 0.4306, decode.d8.loss_dice: 0.6869, loss: 15.1182 2022-04-27 16:16:26,873 - mmseg - INFO - Iter [131450/160000] lr: 2.562e-07, eta: 8:36:41, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1923, decode.loss_mask: 0.4195, decode.loss_dice: 0.6726, decode.d0.loss_cls: 1.8415, decode.d0.loss_mask: 0.4664, decode.d0.loss_dice: 0.7812, decode.d1.loss_cls: 0.2702, decode.d1.loss_mask: 0.4376, decode.d1.loss_dice: 0.7151, decode.d2.loss_cls: 0.2253, decode.d2.loss_mask: 0.4291, decode.d2.loss_dice: 0.6976, decode.d3.loss_cls: 0.2087, decode.d3.loss_mask: 0.4265, decode.d3.loss_dice: 0.6821, decode.d4.loss_cls: 0.1978, decode.d4.loss_mask: 0.4247, decode.d4.loss_dice: 0.6810, decode.d5.loss_cls: 0.1929, decode.d5.loss_mask: 0.4226, decode.d5.loss_dice: 0.6787, decode.d6.loss_cls: 0.1956, decode.d6.loss_mask: 0.4217, decode.d6.loss_dice: 0.6709, decode.d7.loss_cls: 0.1906, decode.d7.loss_mask: 0.4210, decode.d7.loss_dice: 0.6719, decode.d8.loss_cls: 0.1811, decode.d8.loss_mask: 0.4212, decode.d8.loss_dice: 0.6746, loss: 14.9120 2022-04-27 16:17:21,695 - mmseg - INFO - Iter [131500/160000] lr: 2.558e-07, eta: 8:35:47, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1624, decode.loss_mask: 0.4367, decode.loss_dice: 0.6658, decode.d0.loss_cls: 1.8280, decode.d0.loss_mask: 0.4774, decode.d0.loss_dice: 0.7650, decode.d1.loss_cls: 0.2498, decode.d1.loss_mask: 0.4517, decode.d1.loss_dice: 0.7092, decode.d2.loss_cls: 0.2003, decode.d2.loss_mask: 0.4458, decode.d2.loss_dice: 0.6915, decode.d3.loss_cls: 0.1835, decode.d3.loss_mask: 0.4410, decode.d3.loss_dice: 0.6795, decode.d4.loss_cls: 0.1797, decode.d4.loss_mask: 0.4406, decode.d4.loss_dice: 0.6797, decode.d5.loss_cls: 0.1717, decode.d5.loss_mask: 0.4399, decode.d5.loss_dice: 0.6747, decode.d6.loss_cls: 0.1684, decode.d6.loss_mask: 0.4386, decode.d6.loss_dice: 0.6687, decode.d7.loss_cls: 0.1629, decode.d7.loss_mask: 0.4375, decode.d7.loss_dice: 0.6726, decode.d8.loss_cls: 0.1649, decode.d8.loss_mask: 0.4366, decode.d8.loss_dice: 0.6686, loss: 14.7929 2022-04-27 16:18:17,438 - mmseg - INFO - Iter [131550/160000] lr: 2.553e-07, eta: 8:34:53, time: 1.115, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1691, decode.loss_mask: 0.4349, decode.loss_dice: 0.6755, decode.d0.loss_cls: 1.8109, decode.d0.loss_mask: 0.4791, decode.d0.loss_dice: 0.7769, decode.d1.loss_cls: 0.2507, decode.d1.loss_mask: 0.4517, decode.d1.loss_dice: 0.7132, decode.d2.loss_cls: 0.2146, decode.d2.loss_mask: 0.4448, decode.d2.loss_dice: 0.6933, decode.d3.loss_cls: 0.1931, decode.d3.loss_mask: 0.4391, decode.d3.loss_dice: 0.6826, decode.d4.loss_cls: 0.1894, decode.d4.loss_mask: 0.4382, decode.d4.loss_dice: 0.6816, decode.d5.loss_cls: 0.1831, decode.d5.loss_mask: 0.4369, decode.d5.loss_dice: 0.6738, decode.d6.loss_cls: 0.1744, decode.d6.loss_mask: 0.4360, decode.d6.loss_dice: 0.6741, decode.d7.loss_cls: 0.1773, decode.d7.loss_mask: 0.4357, decode.d7.loss_dice: 0.6751, decode.d8.loss_cls: 0.1731, decode.d8.loss_mask: 0.4358, decode.d8.loss_dice: 0.6759, loss: 14.8899 2022-04-27 16:19:12,109 - mmseg - INFO - Iter [131600/160000] lr: 2.549e-07, eta: 8:33:59, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1806, decode.loss_mask: 0.4245, decode.loss_dice: 0.7137, decode.d0.loss_cls: 1.8880, decode.d0.loss_mask: 0.4694, decode.d0.loss_dice: 0.8309, decode.d1.loss_cls: 0.2845, decode.d1.loss_mask: 0.4407, decode.d1.loss_dice: 0.7599, decode.d2.loss_cls: 0.2345, decode.d2.loss_mask: 0.4334, decode.d2.loss_dice: 0.7352, decode.d3.loss_cls: 0.2124, decode.d3.loss_mask: 0.4293, decode.d3.loss_dice: 0.7168, decode.d4.loss_cls: 0.2030, decode.d4.loss_mask: 0.4278, decode.d4.loss_dice: 0.7194, decode.d5.loss_cls: 0.1960, decode.d5.loss_mask: 0.4267, decode.d5.loss_dice: 0.7175, decode.d6.loss_cls: 0.1906, decode.d6.loss_mask: 0.4271, decode.d6.loss_dice: 0.7123, decode.d7.loss_cls: 0.1813, decode.d7.loss_mask: 0.4269, decode.d7.loss_dice: 0.7117, decode.d8.loss_cls: 0.1801, decode.d8.loss_mask: 0.4258, decode.d8.loss_dice: 0.7149, loss: 15.4151 2022-04-27 16:20:07,340 - mmseg - INFO - Iter [131650/160000] lr: 2.544e-07, eta: 8:33:05, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1709, decode.loss_mask: 0.4343, decode.loss_dice: 0.6693, decode.d0.loss_cls: 1.8739, decode.d0.loss_mask: 0.4753, decode.d0.loss_dice: 0.7698, decode.d1.loss_cls: 0.2419, decode.d1.loss_mask: 0.4534, decode.d1.loss_dice: 0.7159, decode.d2.loss_cls: 0.2093, decode.d2.loss_mask: 0.4450, decode.d2.loss_dice: 0.6954, decode.d3.loss_cls: 0.1875, decode.d3.loss_mask: 0.4397, decode.d3.loss_dice: 0.6794, decode.d4.loss_cls: 0.1840, decode.d4.loss_mask: 0.4399, decode.d4.loss_dice: 0.6798, decode.d5.loss_cls: 0.1787, decode.d5.loss_mask: 0.4368, decode.d5.loss_dice: 0.6806, decode.d6.loss_cls: 0.1767, decode.d6.loss_mask: 0.4374, decode.d6.loss_dice: 0.6733, decode.d7.loss_cls: 0.1740, decode.d7.loss_mask: 0.4358, decode.d7.loss_dice: 0.6755, decode.d8.loss_cls: 0.1702, decode.d8.loss_mask: 0.4364, decode.d8.loss_dice: 0.6751, loss: 14.9153 2022-04-27 16:21:01,682 - mmseg - INFO - Iter [131700/160000] lr: 2.540e-07, eta: 8:32:11, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1698, decode.loss_mask: 0.4345, decode.loss_dice: 0.6847, decode.d0.loss_cls: 1.8705, decode.d0.loss_mask: 0.4808, decode.d0.loss_dice: 0.8033, decode.d1.loss_cls: 0.2737, decode.d1.loss_mask: 0.4563, decode.d1.loss_dice: 0.7360, decode.d2.loss_cls: 0.2331, decode.d2.loss_mask: 0.4441, decode.d2.loss_dice: 0.7146, decode.d3.loss_cls: 0.1957, decode.d3.loss_mask: 0.4390, decode.d3.loss_dice: 0.7007, decode.d4.loss_cls: 0.1950, decode.d4.loss_mask: 0.4367, decode.d4.loss_dice: 0.6944, decode.d5.loss_cls: 0.1772, decode.d5.loss_mask: 0.4362, decode.d5.loss_dice: 0.6960, decode.d6.loss_cls: 0.1759, decode.d6.loss_mask: 0.4362, decode.d6.loss_dice: 0.6902, decode.d7.loss_cls: 0.1775, decode.d7.loss_mask: 0.4338, decode.d7.loss_dice: 0.6929, decode.d8.loss_cls: 0.1730, decode.d8.loss_mask: 0.4354, decode.d8.loss_dice: 0.6931, loss: 15.1799 2022-04-27 16:21:56,522 - mmseg - INFO - Iter [131750/160000] lr: 2.535e-07, eta: 8:31:16, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1640, decode.loss_mask: 0.4388, decode.loss_dice: 0.6678, decode.d0.loss_cls: 1.8079, decode.d0.loss_mask: 0.4791, decode.d0.loss_dice: 0.7646, decode.d1.loss_cls: 0.2475, decode.d1.loss_mask: 0.4542, decode.d1.loss_dice: 0.7078, decode.d2.loss_cls: 0.1971, decode.d2.loss_mask: 0.4472, decode.d2.loss_dice: 0.6880, decode.d3.loss_cls: 0.1855, decode.d3.loss_mask: 0.4436, decode.d3.loss_dice: 0.6748, decode.d4.loss_cls: 0.1810, decode.d4.loss_mask: 0.4415, decode.d4.loss_dice: 0.6726, decode.d5.loss_cls: 0.1746, decode.d5.loss_mask: 0.4396, decode.d5.loss_dice: 0.6753, decode.d6.loss_cls: 0.1743, decode.d6.loss_mask: 0.4391, decode.d6.loss_dice: 0.6671, decode.d7.loss_cls: 0.1672, decode.d7.loss_mask: 0.4399, decode.d7.loss_dice: 0.6699, decode.d8.loss_cls: 0.1732, decode.d8.loss_mask: 0.4392, decode.d8.loss_dice: 0.6674, loss: 14.7898 2022-04-27 16:22:51,790 - mmseg - INFO - Iter [131800/160000] lr: 2.531e-07, eta: 8:30:22, time: 1.106, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1887, decode.loss_mask: 0.4156, decode.loss_dice: 0.6832, decode.d0.loss_cls: 1.8976, decode.d0.loss_mask: 0.4579, decode.d0.loss_dice: 0.7828, decode.d1.loss_cls: 0.2807, decode.d1.loss_mask: 0.4301, decode.d1.loss_dice: 0.7150, decode.d2.loss_cls: 0.2371, decode.d2.loss_mask: 0.4252, decode.d2.loss_dice: 0.6954, decode.d3.loss_cls: 0.2037, decode.d3.loss_mask: 0.4208, decode.d3.loss_dice: 0.6858, decode.d4.loss_cls: 0.1996, decode.d4.loss_mask: 0.4194, decode.d4.loss_dice: 0.6834, decode.d5.loss_cls: 0.1948, decode.d5.loss_mask: 0.4181, decode.d5.loss_dice: 0.6875, decode.d6.loss_cls: 0.1866, decode.d6.loss_mask: 0.4184, decode.d6.loss_dice: 0.6813, decode.d7.loss_cls: 0.1876, decode.d7.loss_mask: 0.4184, decode.d7.loss_dice: 0.6824, decode.d8.loss_cls: 0.1877, decode.d8.loss_mask: 0.4173, decode.d8.loss_dice: 0.6817, loss: 14.9839 2022-04-27 16:23:46,873 - mmseg - INFO - Iter [131850/160000] lr: 2.526e-07, eta: 8:29:28, time: 1.102, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1852, decode.loss_mask: 0.4273, decode.loss_dice: 0.6787, decode.d0.loss_cls: 1.8732, decode.d0.loss_mask: 0.4707, decode.d0.loss_dice: 0.7780, decode.d1.loss_cls: 0.2590, decode.d1.loss_mask: 0.4451, decode.d1.loss_dice: 0.7160, decode.d2.loss_cls: 0.2335, decode.d2.loss_mask: 0.4358, decode.d2.loss_dice: 0.6993, decode.d3.loss_cls: 0.2108, decode.d3.loss_mask: 0.4340, decode.d3.loss_dice: 0.6850, decode.d4.loss_cls: 0.2033, decode.d4.loss_mask: 0.4312, decode.d4.loss_dice: 0.6839, decode.d5.loss_cls: 0.1911, decode.d5.loss_mask: 0.4307, decode.d5.loss_dice: 0.6869, decode.d6.loss_cls: 0.1869, decode.d6.loss_mask: 0.4298, decode.d6.loss_dice: 0.6814, decode.d7.loss_cls: 0.1887, decode.d7.loss_mask: 0.4284, decode.d7.loss_dice: 0.6818, decode.d8.loss_cls: 0.1832, decode.d8.loss_mask: 0.4274, decode.d8.loss_dice: 0.6792, loss: 15.0454 2022-04-27 16:24:41,565 - mmseg - INFO - Iter [131900/160000] lr: 2.522e-07, eta: 8:28:34, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1751, decode.loss_mask: 0.4274, decode.loss_dice: 0.6771, decode.d0.loss_cls: 1.8228, decode.d0.loss_mask: 0.4785, decode.d0.loss_dice: 0.7765, decode.d1.loss_cls: 0.2589, decode.d1.loss_mask: 0.4451, decode.d1.loss_dice: 0.7168, decode.d2.loss_cls: 0.2104, decode.d2.loss_mask: 0.4350, decode.d2.loss_dice: 0.6970, decode.d3.loss_cls: 0.1963, decode.d3.loss_mask: 0.4314, decode.d3.loss_dice: 0.6824, decode.d4.loss_cls: 0.1939, decode.d4.loss_mask: 0.4304, decode.d4.loss_dice: 0.6836, decode.d5.loss_cls: 0.1856, decode.d5.loss_mask: 0.4280, decode.d5.loss_dice: 0.6858, decode.d6.loss_cls: 0.1774, decode.d6.loss_mask: 0.4275, decode.d6.loss_dice: 0.6760, decode.d7.loss_cls: 0.1763, decode.d7.loss_mask: 0.4284, decode.d7.loss_dice: 0.6833, decode.d8.loss_cls: 0.1760, decode.d8.loss_mask: 0.4278, decode.d8.loss_dice: 0.6760, loss: 14.8862 2022-04-27 16:25:35,977 - mmseg - INFO - Iter [131950/160000] lr: 2.517e-07, eta: 8:27:40, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1961, decode.loss_mask: 0.4335, decode.loss_dice: 0.6839, decode.d0.loss_cls: 1.8509, decode.d0.loss_mask: 0.4788, decode.d0.loss_dice: 0.7898, decode.d1.loss_cls: 0.2721, decode.d1.loss_mask: 0.4510, decode.d1.loss_dice: 0.7283, decode.d2.loss_cls: 0.2210, decode.d2.loss_mask: 0.4443, decode.d2.loss_dice: 0.7074, decode.d3.loss_cls: 0.2039, decode.d3.loss_mask: 0.4394, decode.d3.loss_dice: 0.6932, decode.d4.loss_cls: 0.2042, decode.d4.loss_mask: 0.4381, decode.d4.loss_dice: 0.6919, decode.d5.loss_cls: 0.1979, decode.d5.loss_mask: 0.4370, decode.d5.loss_dice: 0.6925, decode.d6.loss_cls: 0.2006, decode.d6.loss_mask: 0.4354, decode.d6.loss_dice: 0.6899, decode.d7.loss_cls: 0.1914, decode.d7.loss_mask: 0.4343, decode.d7.loss_dice: 0.6885, decode.d8.loss_cls: 0.1956, decode.d8.loss_mask: 0.4342, decode.d8.loss_dice: 0.6861, loss: 15.2110 2022-04-27 16:26:30,026 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 16:26:30,027 - mmseg - INFO - Iter [132000/160000] lr: 2.513e-07, eta: 8:26:45, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1766, decode.loss_mask: 0.4373, decode.loss_dice: 0.6849, decode.d0.loss_cls: 1.8146, decode.d0.loss_mask: 0.4751, decode.d0.loss_dice: 0.7833, decode.d1.loss_cls: 0.2521, decode.d1.loss_mask: 0.4538, decode.d1.loss_dice: 0.7254, decode.d2.loss_cls: 0.2140, decode.d2.loss_mask: 0.4444, decode.d2.loss_dice: 0.7041, decode.d3.loss_cls: 0.1997, decode.d3.loss_mask: 0.4414, decode.d3.loss_dice: 0.6917, decode.d4.loss_cls: 0.1877, decode.d4.loss_mask: 0.4410, decode.d4.loss_dice: 0.6961, decode.d5.loss_cls: 0.1875, decode.d5.loss_mask: 0.4389, decode.d5.loss_dice: 0.6924, decode.d6.loss_cls: 0.1887, decode.d6.loss_mask: 0.4391, decode.d6.loss_dice: 0.6870, decode.d7.loss_cls: 0.1853, decode.d7.loss_mask: 0.4365, decode.d7.loss_dice: 0.6857, decode.d8.loss_cls: 0.1776, decode.d8.loss_mask: 0.4383, decode.d8.loss_dice: 0.6880, loss: 15.0682 2022-04-27 16:27:23,839 - mmseg - INFO - Iter [132050/160000] lr: 2.508e-07, eta: 8:25:51, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1989, decode.loss_mask: 0.4302, decode.loss_dice: 0.6888, decode.d0.loss_cls: 1.8812, decode.d0.loss_mask: 0.4811, decode.d0.loss_dice: 0.8066, decode.d1.loss_cls: 0.2884, decode.d1.loss_mask: 0.4513, decode.d1.loss_dice: 0.7314, decode.d2.loss_cls: 0.2512, decode.d2.loss_mask: 0.4399, decode.d2.loss_dice: 0.7123, decode.d3.loss_cls: 0.2203, decode.d3.loss_mask: 0.4363, decode.d3.loss_dice: 0.6965, decode.d4.loss_cls: 0.2067, decode.d4.loss_mask: 0.4349, decode.d4.loss_dice: 0.6947, decode.d5.loss_cls: 0.2007, decode.d5.loss_mask: 0.4345, decode.d5.loss_dice: 0.6938, decode.d6.loss_cls: 0.1990, decode.d6.loss_mask: 0.4323, decode.d6.loss_dice: 0.6894, decode.d7.loss_cls: 0.1935, decode.d7.loss_mask: 0.4326, decode.d7.loss_dice: 0.6905, decode.d8.loss_cls: 0.1981, decode.d8.loss_mask: 0.4309, decode.d8.loss_dice: 0.6886, loss: 15.3347 2022-04-27 16:28:18,140 - mmseg - INFO - Iter [132100/160000] lr: 2.504e-07, eta: 8:24:57, time: 1.087, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1602, decode.loss_mask: 0.4355, decode.loss_dice: 0.6754, decode.d0.loss_cls: 1.8405, decode.d0.loss_mask: 0.4746, decode.d0.loss_dice: 0.7724, decode.d1.loss_cls: 0.2413, decode.d1.loss_mask: 0.4518, decode.d1.loss_dice: 0.7160, decode.d2.loss_cls: 0.1960, decode.d2.loss_mask: 0.4427, decode.d2.loss_dice: 0.6929, decode.d3.loss_cls: 0.1810, decode.d3.loss_mask: 0.4403, decode.d3.loss_dice: 0.6832, decode.d4.loss_cls: 0.1742, decode.d4.loss_mask: 0.4388, decode.d4.loss_dice: 0.6797, decode.d5.loss_cls: 0.1724, decode.d5.loss_mask: 0.4378, decode.d5.loss_dice: 0.6774, decode.d6.loss_cls: 0.1657, decode.d6.loss_mask: 0.4357, decode.d6.loss_dice: 0.6745, decode.d7.loss_cls: 0.1635, decode.d7.loss_mask: 0.4343, decode.d7.loss_dice: 0.6802, decode.d8.loss_cls: 0.1655, decode.d8.loss_mask: 0.4366, decode.d8.loss_dice: 0.6764, loss: 14.8165 2022-04-27 16:29:12,130 - mmseg - INFO - Iter [132150/160000] lr: 2.499e-07, eta: 8:24:02, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1845, decode.loss_mask: 0.4436, decode.loss_dice: 0.6929, decode.d0.loss_cls: 1.8747, decode.d0.loss_mask: 0.4842, decode.d0.loss_dice: 0.7985, decode.d1.loss_cls: 0.2664, decode.d1.loss_mask: 0.4611, decode.d1.loss_dice: 0.7351, decode.d2.loss_cls: 0.2200, decode.d2.loss_mask: 0.4495, decode.d2.loss_dice: 0.7159, decode.d3.loss_cls: 0.2069, decode.d3.loss_mask: 0.4463, decode.d3.loss_dice: 0.6982, decode.d4.loss_cls: 0.1988, decode.d4.loss_mask: 0.4463, decode.d4.loss_dice: 0.6978, decode.d5.loss_cls: 0.1937, decode.d5.loss_mask: 0.4458, decode.d5.loss_dice: 0.6994, decode.d6.loss_cls: 0.1915, decode.d6.loss_mask: 0.4444, decode.d6.loss_dice: 0.6931, decode.d7.loss_cls: 0.1863, decode.d7.loss_mask: 0.4450, decode.d7.loss_dice: 0.6948, decode.d8.loss_cls: 0.1846, decode.d8.loss_mask: 0.4437, decode.d8.loss_dice: 0.6952, loss: 15.3383 2022-04-27 16:30:06,873 - mmseg - INFO - Iter [132200/160000] lr: 2.495e-07, eta: 8:23:08, time: 1.095, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1752, decode.loss_mask: 0.4339, decode.loss_dice: 0.6913, decode.d0.loss_cls: 1.8221, decode.d0.loss_mask: 0.4796, decode.d0.loss_dice: 0.7850, decode.d1.loss_cls: 0.2517, decode.d1.loss_mask: 0.4502, decode.d1.loss_dice: 0.7284, decode.d2.loss_cls: 0.2071, decode.d2.loss_mask: 0.4396, decode.d2.loss_dice: 0.7092, decode.d3.loss_cls: 0.1928, decode.d3.loss_mask: 0.4372, decode.d3.loss_dice: 0.6966, decode.d4.loss_cls: 0.1822, decode.d4.loss_mask: 0.4354, decode.d4.loss_dice: 0.6928, decode.d5.loss_cls: 0.1816, decode.d5.loss_mask: 0.4344, decode.d5.loss_dice: 0.6900, decode.d6.loss_cls: 0.1728, decode.d6.loss_mask: 0.4333, decode.d6.loss_dice: 0.6886, decode.d7.loss_cls: 0.1749, decode.d7.loss_mask: 0.4326, decode.d7.loss_dice: 0.6898, decode.d8.loss_cls: 0.1762, decode.d8.loss_mask: 0.4318, decode.d8.loss_dice: 0.6924, loss: 15.0088 2022-04-27 16:31:00,802 - mmseg - INFO - Iter [132250/160000] lr: 2.490e-07, eta: 8:22:14, time: 1.079, data_time: 0.017, memory: 64049, decode.loss_cls: 0.1554, decode.loss_mask: 0.4249, decode.loss_dice: 0.6719, decode.d0.loss_cls: 1.8011, decode.d0.loss_mask: 0.4640, decode.d0.loss_dice: 0.7679, decode.d1.loss_cls: 0.2561, decode.d1.loss_mask: 0.4411, decode.d1.loss_dice: 0.7077, decode.d2.loss_cls: 0.2052, decode.d2.loss_mask: 0.4350, decode.d2.loss_dice: 0.6897, decode.d3.loss_cls: 0.1863, decode.d3.loss_mask: 0.4304, decode.d3.loss_dice: 0.6754, decode.d4.loss_cls: 0.1735, decode.d4.loss_mask: 0.4286, decode.d4.loss_dice: 0.6774, decode.d5.loss_cls: 0.1703, decode.d5.loss_mask: 0.4265, decode.d5.loss_dice: 0.6711, decode.d6.loss_cls: 0.1677, decode.d6.loss_mask: 0.4264, decode.d6.loss_dice: 0.6707, decode.d7.loss_cls: 0.1654, decode.d7.loss_mask: 0.4261, decode.d7.loss_dice: 0.6720, decode.d8.loss_cls: 0.1586, decode.d8.loss_mask: 0.4249, decode.d8.loss_dice: 0.6718, loss: 14.6430 2022-04-27 16:31:54,288 - mmseg - INFO - Iter [132300/160000] lr: 2.486e-07, eta: 8:21:19, time: 1.068, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1727, decode.loss_mask: 0.4347, decode.loss_dice: 0.6678, decode.d0.loss_cls: 1.8405, decode.d0.loss_mask: 0.4761, decode.d0.loss_dice: 0.7706, decode.d1.loss_cls: 0.2668, decode.d1.loss_mask: 0.4469, decode.d1.loss_dice: 0.7097, decode.d2.loss_cls: 0.2067, decode.d2.loss_mask: 0.4418, decode.d2.loss_dice: 0.6921, decode.d3.loss_cls: 0.1836, decode.d3.loss_mask: 0.4405, decode.d3.loss_dice: 0.6789, decode.d4.loss_cls: 0.1795, decode.d4.loss_mask: 0.4403, decode.d4.loss_dice: 0.6776, decode.d5.loss_cls: 0.1717, decode.d5.loss_mask: 0.4383, decode.d5.loss_dice: 0.6748, decode.d6.loss_cls: 0.1717, decode.d6.loss_mask: 0.4360, decode.d6.loss_dice: 0.6701, decode.d7.loss_cls: 0.1702, decode.d7.loss_mask: 0.4354, decode.d7.loss_dice: 0.6709, decode.d8.loss_cls: 0.1665, decode.d8.loss_mask: 0.4349, decode.d8.loss_dice: 0.6709, loss: 14.8383 2022-04-27 16:32:49,352 - mmseg - INFO - Iter [132350/160000] lr: 2.481e-07, eta: 8:20:25, time: 1.103, data_time: 0.017, memory: 64049, decode.loss_cls: 0.1881, decode.loss_mask: 0.4214, decode.loss_dice: 0.6876, decode.d0.loss_cls: 1.8303, decode.d0.loss_mask: 0.4686, decode.d0.loss_dice: 0.7861, decode.d1.loss_cls: 0.2743, decode.d1.loss_mask: 0.4400, decode.d1.loss_dice: 0.7246, decode.d2.loss_cls: 0.2308, decode.d2.loss_mask: 0.4293, decode.d2.loss_dice: 0.7048, decode.d3.loss_cls: 0.2084, decode.d3.loss_mask: 0.4253, decode.d3.loss_dice: 0.6950, decode.d4.loss_cls: 0.1983, decode.d4.loss_mask: 0.4247, decode.d4.loss_dice: 0.6951, decode.d5.loss_cls: 0.1976, decode.d5.loss_mask: 0.4230, decode.d5.loss_dice: 0.6889, decode.d6.loss_cls: 0.1921, decode.d6.loss_mask: 0.4210, decode.d6.loss_dice: 0.6842, decode.d7.loss_cls: 0.1892, decode.d7.loss_mask: 0.4219, decode.d7.loss_dice: 0.6897, decode.d8.loss_cls: 0.1813, decode.d8.loss_mask: 0.4226, decode.d8.loss_dice: 0.6851, loss: 15.0291 2022-04-27 16:33:44,568 - mmseg - INFO - Iter [132400/160000] lr: 2.477e-07, eta: 8:19:31, time: 1.104, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1941, decode.loss_mask: 0.4354, decode.loss_dice: 0.6659, decode.d0.loss_cls: 1.7815, decode.d0.loss_mask: 0.4782, decode.d0.loss_dice: 0.7590, decode.d1.loss_cls: 0.2563, decode.d1.loss_mask: 0.4502, decode.d1.loss_dice: 0.7021, decode.d2.loss_cls: 0.2313, decode.d2.loss_mask: 0.4430, decode.d2.loss_dice: 0.6839, decode.d3.loss_cls: 0.2095, decode.d3.loss_mask: 0.4417, decode.d3.loss_dice: 0.6708, decode.d4.loss_cls: 0.2024, decode.d4.loss_mask: 0.4383, decode.d4.loss_dice: 0.6707, decode.d5.loss_cls: 0.1975, decode.d5.loss_mask: 0.4376, decode.d5.loss_dice: 0.6686, decode.d6.loss_cls: 0.1938, decode.d6.loss_mask: 0.4365, decode.d6.loss_dice: 0.6636, decode.d7.loss_cls: 0.1928, decode.d7.loss_mask: 0.4351, decode.d7.loss_dice: 0.6657, decode.d8.loss_cls: 0.1941, decode.d8.loss_mask: 0.4341, decode.d8.loss_dice: 0.6630, loss: 14.8967 2022-04-27 16:34:38,838 - mmseg - INFO - Iter [132450/160000] lr: 2.472e-07, eta: 8:18:37, time: 1.085, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1742, decode.loss_mask: 0.4288, decode.loss_dice: 0.6796, decode.d0.loss_cls: 1.8483, decode.d0.loss_mask: 0.4772, decode.d0.loss_dice: 0.7866, decode.d1.loss_cls: 0.2624, decode.d1.loss_mask: 0.4462, decode.d1.loss_dice: 0.7221, decode.d2.loss_cls: 0.2206, decode.d2.loss_mask: 0.4372, decode.d2.loss_dice: 0.7003, decode.d3.loss_cls: 0.1984, decode.d3.loss_mask: 0.4334, decode.d3.loss_dice: 0.6867, decode.d4.loss_cls: 0.1842, decode.d4.loss_mask: 0.4340, decode.d4.loss_dice: 0.6925, decode.d5.loss_cls: 0.1823, decode.d5.loss_mask: 0.4314, decode.d5.loss_dice: 0.6848, decode.d6.loss_cls: 0.1775, decode.d6.loss_mask: 0.4307, decode.d6.loss_dice: 0.6842, decode.d7.loss_cls: 0.1756, decode.d7.loss_mask: 0.4287, decode.d7.loss_dice: 0.6800, decode.d8.loss_cls: 0.1768, decode.d8.loss_mask: 0.4282, decode.d8.loss_dice: 0.6778, loss: 14.9709 2022-04-27 16:35:34,218 - mmseg - INFO - Iter [132500/160000] lr: 2.468e-07, eta: 8:17:43, time: 1.108, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2017, decode.loss_mask: 0.4436, decode.loss_dice: 0.7013, decode.d0.loss_cls: 1.8333, decode.d0.loss_mask: 0.4877, decode.d0.loss_dice: 0.8128, decode.d1.loss_cls: 0.2839, decode.d1.loss_mask: 0.4655, decode.d1.loss_dice: 0.7484, decode.d2.loss_cls: 0.2504, decode.d2.loss_mask: 0.4529, decode.d2.loss_dice: 0.7254, decode.d3.loss_cls: 0.2241, decode.d3.loss_mask: 0.4474, decode.d3.loss_dice: 0.7132, decode.d4.loss_cls: 0.2202, decode.d4.loss_mask: 0.4465, decode.d4.loss_dice: 0.7153, decode.d5.loss_cls: 0.2145, decode.d5.loss_mask: 0.4453, decode.d5.loss_dice: 0.7114, decode.d6.loss_cls: 0.2117, decode.d6.loss_mask: 0.4441, decode.d6.loss_dice: 0.7067, decode.d7.loss_cls: 0.2078, decode.d7.loss_mask: 0.4438, decode.d7.loss_dice: 0.7053, decode.d8.loss_cls: 0.2097, decode.d8.loss_mask: 0.4447, decode.d8.loss_dice: 0.7072, loss: 15.6259 2022-04-27 16:36:28,591 - mmseg - INFO - Iter [132550/160000] lr: 2.463e-07, eta: 8:16:48, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2012, decode.loss_mask: 0.4423, decode.loss_dice: 0.6878, decode.d0.loss_cls: 1.8567, decode.d0.loss_mask: 0.4909, decode.d0.loss_dice: 0.7966, decode.d1.loss_cls: 0.2910, decode.d1.loss_mask: 0.4601, decode.d1.loss_dice: 0.7292, decode.d2.loss_cls: 0.2457, decode.d2.loss_mask: 0.4508, decode.d2.loss_dice: 0.7137, decode.d3.loss_cls: 0.2159, decode.d3.loss_mask: 0.4480, decode.d3.loss_dice: 0.6980, decode.d4.loss_cls: 0.2072, decode.d4.loss_mask: 0.4468, decode.d4.loss_dice: 0.7007, decode.d5.loss_cls: 0.2025, decode.d5.loss_mask: 0.4455, decode.d5.loss_dice: 0.6995, decode.d6.loss_cls: 0.2001, decode.d6.loss_mask: 0.4439, decode.d6.loss_dice: 0.6914, decode.d7.loss_cls: 0.1953, decode.d7.loss_mask: 0.4431, decode.d7.loss_dice: 0.6919, decode.d8.loss_cls: 0.1972, decode.d8.loss_mask: 0.4433, decode.d8.loss_dice: 0.6889, loss: 15.4253 2022-04-27 16:37:22,388 - mmseg - INFO - Iter [132600/160000] lr: 2.459e-07, eta: 8:15:54, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1788, decode.loss_mask: 0.4324, decode.loss_dice: 0.6809, decode.d0.loss_cls: 1.8757, decode.d0.loss_mask: 0.4742, decode.d0.loss_dice: 0.7789, decode.d1.loss_cls: 0.2656, decode.d1.loss_mask: 0.4487, decode.d1.loss_dice: 0.7171, decode.d2.loss_cls: 0.2233, decode.d2.loss_mask: 0.4422, decode.d2.loss_dice: 0.7012, decode.d3.loss_cls: 0.2042, decode.d3.loss_mask: 0.4359, decode.d3.loss_dice: 0.6855, decode.d4.loss_cls: 0.1921, decode.d4.loss_mask: 0.4367, decode.d4.loss_dice: 0.6873, decode.d5.loss_cls: 0.1907, decode.d5.loss_mask: 0.4354, decode.d5.loss_dice: 0.6843, decode.d6.loss_cls: 0.1857, decode.d6.loss_mask: 0.4341, decode.d6.loss_dice: 0.6853, decode.d7.loss_cls: 0.1877, decode.d7.loss_mask: 0.4329, decode.d7.loss_dice: 0.6776, decode.d8.loss_cls: 0.1803, decode.d8.loss_mask: 0.4341, decode.d8.loss_dice: 0.6815, loss: 15.0701 2022-04-27 16:38:19,587 - mmseg - INFO - Iter [132650/160000] lr: 2.454e-07, eta: 8:15:00, time: 1.144, data_time: 0.063, memory: 64049, decode.loss_cls: 0.1851, decode.loss_mask: 0.4422, decode.loss_dice: 0.6819, decode.d0.loss_cls: 1.8726, decode.d0.loss_mask: 0.4852, decode.d0.loss_dice: 0.7870, decode.d1.loss_cls: 0.2794, decode.d1.loss_mask: 0.4597, decode.d1.loss_dice: 0.7285, decode.d2.loss_cls: 0.2389, decode.d2.loss_mask: 0.4517, decode.d2.loss_dice: 0.7042, decode.d3.loss_cls: 0.2034, decode.d3.loss_mask: 0.4482, decode.d3.loss_dice: 0.6928, decode.d4.loss_cls: 0.1972, decode.d4.loss_mask: 0.4453, decode.d4.loss_dice: 0.6898, decode.d5.loss_cls: 0.1914, decode.d5.loss_mask: 0.4452, decode.d5.loss_dice: 0.6901, decode.d6.loss_cls: 0.1894, decode.d6.loss_mask: 0.4434, decode.d6.loss_dice: 0.6822, decode.d7.loss_cls: 0.1927, decode.d7.loss_mask: 0.4434, decode.d7.loss_dice: 0.6835, decode.d8.loss_cls: 0.1813, decode.d8.loss_mask: 0.4425, decode.d8.loss_dice: 0.6821, loss: 15.2603 2022-04-27 16:39:14,968 - mmseg - INFO - Iter [132700/160000] lr: 2.450e-07, eta: 8:14:06, time: 1.107, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1662, decode.loss_mask: 0.4076, decode.loss_dice: 0.6619, decode.d0.loss_cls: 1.8323, decode.d0.loss_mask: 0.4499, decode.d0.loss_dice: 0.7694, decode.d1.loss_cls: 0.2464, decode.d1.loss_mask: 0.4208, decode.d1.loss_dice: 0.7063, decode.d2.loss_cls: 0.2129, decode.d2.loss_mask: 0.4139, decode.d2.loss_dice: 0.6798, decode.d3.loss_cls: 0.1892, decode.d3.loss_mask: 0.4093, decode.d3.loss_dice: 0.6706, decode.d4.loss_cls: 0.1829, decode.d4.loss_mask: 0.4092, decode.d4.loss_dice: 0.6684, decode.d5.loss_cls: 0.1740, decode.d5.loss_mask: 0.4077, decode.d5.loss_dice: 0.6649, decode.d6.loss_cls: 0.1712, decode.d6.loss_mask: 0.4078, decode.d6.loss_dice: 0.6622, decode.d7.loss_cls: 0.1669, decode.d7.loss_mask: 0.4078, decode.d7.loss_dice: 0.6595, decode.d8.loss_cls: 0.1661, decode.d8.loss_mask: 0.4067, decode.d8.loss_dice: 0.6592, loss: 14.4511 2022-04-27 16:40:10,315 - mmseg - INFO - Iter [132750/160000] lr: 2.445e-07, eta: 8:13:12, time: 1.107, data_time: 0.017, memory: 64049, decode.loss_cls: 0.1842, decode.loss_mask: 0.4297, decode.loss_dice: 0.6954, decode.d0.loss_cls: 1.8476, decode.d0.loss_mask: 0.4771, decode.d0.loss_dice: 0.7957, decode.d1.loss_cls: 0.2718, decode.d1.loss_mask: 0.4481, decode.d1.loss_dice: 0.7387, decode.d2.loss_cls: 0.2342, decode.d2.loss_mask: 0.4406, decode.d2.loss_dice: 0.7173, decode.d3.loss_cls: 0.2071, decode.d3.loss_mask: 0.4361, decode.d3.loss_dice: 0.7033, decode.d4.loss_cls: 0.1985, decode.d4.loss_mask: 0.4358, decode.d4.loss_dice: 0.7017, decode.d5.loss_cls: 0.1896, decode.d5.loss_mask: 0.4352, decode.d5.loss_dice: 0.7000, decode.d6.loss_cls: 0.1879, decode.d6.loss_mask: 0.4322, decode.d6.loss_dice: 0.6933, decode.d7.loss_cls: 0.1870, decode.d7.loss_mask: 0.4295, decode.d7.loss_dice: 0.6919, decode.d8.loss_cls: 0.1890, decode.d8.loss_mask: 0.4298, decode.d8.loss_dice: 0.6932, loss: 15.2217 2022-04-27 16:41:03,923 - mmseg - INFO - Iter [132800/160000] lr: 2.441e-07, eta: 8:12:18, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1602, decode.loss_mask: 0.4468, decode.loss_dice: 0.6766, decode.d0.loss_cls: 1.8445, decode.d0.loss_mask: 0.4881, decode.d0.loss_dice: 0.7715, decode.d1.loss_cls: 0.2391, decode.d1.loss_mask: 0.4609, decode.d1.loss_dice: 0.7174, decode.d2.loss_cls: 0.1984, decode.d2.loss_mask: 0.4542, decode.d2.loss_dice: 0.6967, decode.d3.loss_cls: 0.1814, decode.d3.loss_mask: 0.4497, decode.d3.loss_dice: 0.6882, decode.d4.loss_cls: 0.1696, decode.d4.loss_mask: 0.4488, decode.d4.loss_dice: 0.6837, decode.d5.loss_cls: 0.1662, decode.d5.loss_mask: 0.4477, decode.d5.loss_dice: 0.6848, decode.d6.loss_cls: 0.1616, decode.d6.loss_mask: 0.4471, decode.d6.loss_dice: 0.6770, decode.d7.loss_cls: 0.1675, decode.d7.loss_mask: 0.4470, decode.d7.loss_dice: 0.6804, decode.d8.loss_cls: 0.1636, decode.d8.loss_mask: 0.4476, decode.d8.loss_dice: 0.6781, loss: 14.9447 2022-04-27 16:41:58,285 - mmseg - INFO - Iter [132850/160000] lr: 2.436e-07, eta: 8:11:23, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1645, decode.loss_mask: 0.4238, decode.loss_dice: 0.6839, decode.d0.loss_cls: 1.8207, decode.d0.loss_mask: 0.4688, decode.d0.loss_dice: 0.7967, decode.d1.loss_cls: 0.2516, decode.d1.loss_mask: 0.4404, decode.d1.loss_dice: 0.7295, decode.d2.loss_cls: 0.2046, decode.d2.loss_mask: 0.4321, decode.d2.loss_dice: 0.7059, decode.d3.loss_cls: 0.1879, decode.d3.loss_mask: 0.4285, decode.d3.loss_dice: 0.6927, decode.d4.loss_cls: 0.1823, decode.d4.loss_mask: 0.4267, decode.d4.loss_dice: 0.6930, decode.d5.loss_cls: 0.1793, decode.d5.loss_mask: 0.4256, decode.d5.loss_dice: 0.6894, decode.d6.loss_cls: 0.1723, decode.d6.loss_mask: 0.4257, decode.d6.loss_dice: 0.6872, decode.d7.loss_cls: 0.1734, decode.d7.loss_mask: 0.4251, decode.d7.loss_dice: 0.6832, decode.d8.loss_cls: 0.1681, decode.d8.loss_mask: 0.4247, decode.d8.loss_dice: 0.6823, loss: 14.8697 2022-04-27 16:42:53,382 - mmseg - INFO - Iter [132900/160000] lr: 2.432e-07, eta: 8:10:29, time: 1.102, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1763, decode.loss_mask: 0.4487, decode.loss_dice: 0.6965, decode.d0.loss_cls: 1.8359, decode.d0.loss_mask: 0.4923, decode.d0.loss_dice: 0.7923, decode.d1.loss_cls: 0.2550, decode.d1.loss_mask: 0.4665, decode.d1.loss_dice: 0.7336, decode.d2.loss_cls: 0.2147, decode.d2.loss_mask: 0.4583, decode.d2.loss_dice: 0.7173, decode.d3.loss_cls: 0.1920, decode.d3.loss_mask: 0.4522, decode.d3.loss_dice: 0.7037, decode.d4.loss_cls: 0.1799, decode.d4.loss_mask: 0.4507, decode.d4.loss_dice: 0.7035, decode.d5.loss_cls: 0.1819, decode.d5.loss_mask: 0.4511, decode.d5.loss_dice: 0.7034, decode.d6.loss_cls: 0.1698, decode.d6.loss_mask: 0.4487, decode.d6.loss_dice: 0.6974, decode.d7.loss_cls: 0.1683, decode.d7.loss_mask: 0.4488, decode.d7.loss_dice: 0.6959, decode.d8.loss_cls: 0.1688, decode.d8.loss_mask: 0.4491, decode.d8.loss_dice: 0.6984, loss: 15.2508 2022-04-27 16:43:48,232 - mmseg - INFO - Iter [132950/160000] lr: 2.427e-07, eta: 8:09:35, time: 1.097, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1789, decode.loss_mask: 0.4586, decode.loss_dice: 0.6842, decode.d0.loss_cls: 1.8062, decode.d0.loss_mask: 0.5035, decode.d0.loss_dice: 0.7877, decode.d1.loss_cls: 0.2560, decode.d1.loss_mask: 0.4765, decode.d1.loss_dice: 0.7311, decode.d2.loss_cls: 0.2247, decode.d2.loss_mask: 0.4646, decode.d2.loss_dice: 0.7056, decode.d3.loss_cls: 0.1975, decode.d3.loss_mask: 0.4614, decode.d3.loss_dice: 0.6971, decode.d4.loss_cls: 0.1952, decode.d4.loss_mask: 0.4600, decode.d4.loss_dice: 0.6941, decode.d5.loss_cls: 0.1936, decode.d5.loss_mask: 0.4609, decode.d5.loss_dice: 0.6910, decode.d6.loss_cls: 0.1872, decode.d6.loss_mask: 0.4602, decode.d6.loss_dice: 0.6838, decode.d7.loss_cls: 0.1805, decode.d7.loss_mask: 0.4602, decode.d7.loss_dice: 0.6843, decode.d8.loss_cls: 0.1795, decode.d8.loss_mask: 0.4573, decode.d8.loss_dice: 0.6845, loss: 15.3057 2022-04-27 16:44:42,625 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 16:44:42,626 - mmseg - INFO - Iter [133000/160000] lr: 2.423e-07, eta: 8:08:41, time: 1.088, data_time: 0.013, memory: 64049, decode.loss_cls: 0.1711, decode.loss_mask: 0.4248, decode.loss_dice: 0.6469, decode.d0.loss_cls: 1.8444, decode.d0.loss_mask: 0.4680, decode.d0.loss_dice: 0.7532, decode.d1.loss_cls: 0.2564, decode.d1.loss_mask: 0.4409, decode.d1.loss_dice: 0.6873, decode.d2.loss_cls: 0.2132, decode.d2.loss_mask: 0.4308, decode.d2.loss_dice: 0.6672, decode.d3.loss_cls: 0.1981, decode.d3.loss_mask: 0.4281, decode.d3.loss_dice: 0.6543, decode.d4.loss_cls: 0.1837, decode.d4.loss_mask: 0.4254, decode.d4.loss_dice: 0.6505, decode.d5.loss_cls: 0.1794, decode.d5.loss_mask: 0.4264, decode.d5.loss_dice: 0.6504, decode.d6.loss_cls: 0.1779, decode.d6.loss_mask: 0.4253, decode.d6.loss_dice: 0.6458, decode.d7.loss_cls: 0.1770, decode.d7.loss_mask: 0.4248, decode.d7.loss_dice: 0.6486, decode.d8.loss_cls: 0.1724, decode.d8.loss_mask: 0.4250, decode.d8.loss_dice: 0.6471, loss: 14.5443 2022-04-27 16:45:36,789 - mmseg - INFO - Iter [133050/160000] lr: 2.419e-07, eta: 8:07:47, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1869, decode.loss_mask: 0.4498, decode.loss_dice: 0.6904, decode.d0.loss_cls: 1.8749, decode.d0.loss_mask: 0.4927, decode.d0.loss_dice: 0.7898, decode.d1.loss_cls: 0.2596, decode.d1.loss_mask: 0.4682, decode.d1.loss_dice: 0.7249, decode.d2.loss_cls: 0.2246, decode.d2.loss_mask: 0.4616, decode.d2.loss_dice: 0.7068, decode.d3.loss_cls: 0.2024, decode.d3.loss_mask: 0.4566, decode.d3.loss_dice: 0.6959, decode.d4.loss_cls: 0.1977, decode.d4.loss_mask: 0.4542, decode.d4.loss_dice: 0.6942, decode.d5.loss_cls: 0.1956, decode.d5.loss_mask: 0.4536, decode.d5.loss_dice: 0.6908, decode.d6.loss_cls: 0.1878, decode.d6.loss_mask: 0.4533, decode.d6.loss_dice: 0.6898, decode.d7.loss_cls: 0.1846, decode.d7.loss_mask: 0.4518, decode.d7.loss_dice: 0.6911, decode.d8.loss_cls: 0.1891, decode.d8.loss_mask: 0.4497, decode.d8.loss_dice: 0.6887, loss: 15.3571 2022-04-27 16:46:31,130 - mmseg - INFO - Iter [133100/160000] lr: 2.414e-07, eta: 8:06:52, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1670, decode.loss_mask: 0.4372, decode.loss_dice: 0.6591, decode.d0.loss_cls: 1.8429, decode.d0.loss_mask: 0.4909, decode.d0.loss_dice: 0.7691, decode.d1.loss_cls: 0.2365, decode.d1.loss_mask: 0.4571, decode.d1.loss_dice: 0.6997, decode.d2.loss_cls: 0.2002, decode.d2.loss_mask: 0.4493, decode.d2.loss_dice: 0.6822, decode.d3.loss_cls: 0.1865, decode.d3.loss_mask: 0.4422, decode.d3.loss_dice: 0.6648, decode.d4.loss_cls: 0.1698, decode.d4.loss_mask: 0.4415, decode.d4.loss_dice: 0.6680, decode.d5.loss_cls: 0.1727, decode.d5.loss_mask: 0.4388, decode.d5.loss_dice: 0.6634, decode.d6.loss_cls: 0.1651, decode.d6.loss_mask: 0.4380, decode.d6.loss_dice: 0.6574, decode.d7.loss_cls: 0.1620, decode.d7.loss_mask: 0.4379, decode.d7.loss_dice: 0.6616, decode.d8.loss_cls: 0.1652, decode.d8.loss_mask: 0.4368, decode.d8.loss_dice: 0.6581, loss: 14.7210 2022-04-27 16:47:25,962 - mmseg - INFO - Iter [133150/160000] lr: 2.410e-07, eta: 8:05:58, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1619, decode.loss_mask: 0.4392, decode.loss_dice: 0.6807, decode.d0.loss_cls: 1.8125, decode.d0.loss_mask: 0.4815, decode.d0.loss_dice: 0.7747, decode.d1.loss_cls: 0.2328, decode.d1.loss_mask: 0.4550, decode.d1.loss_dice: 0.7257, decode.d2.loss_cls: 0.1936, decode.d2.loss_mask: 0.4459, decode.d2.loss_dice: 0.7045, decode.d3.loss_cls: 0.1748, decode.d3.loss_mask: 0.4439, decode.d3.loss_dice: 0.6950, decode.d4.loss_cls: 0.1673, decode.d4.loss_mask: 0.4405, decode.d4.loss_dice: 0.6899, decode.d5.loss_cls: 0.1607, decode.d5.loss_mask: 0.4405, decode.d5.loss_dice: 0.6868, decode.d6.loss_cls: 0.1600, decode.d6.loss_mask: 0.4407, decode.d6.loss_dice: 0.6818, decode.d7.loss_cls: 0.1631, decode.d7.loss_mask: 0.4386, decode.d7.loss_dice: 0.6847, decode.d8.loss_cls: 0.1637, decode.d8.loss_mask: 0.4393, decode.d8.loss_dice: 0.6820, loss: 14.8615 2022-04-27 16:48:20,226 - mmseg - INFO - Iter [133200/160000] lr: 2.405e-07, eta: 8:05:04, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1954, decode.loss_mask: 0.4341, decode.loss_dice: 0.6777, decode.d0.loss_cls: 1.8384, decode.d0.loss_mask: 0.4810, decode.d0.loss_dice: 0.7801, decode.d1.loss_cls: 0.2727, decode.d1.loss_mask: 0.4531, decode.d1.loss_dice: 0.7184, decode.d2.loss_cls: 0.2344, decode.d2.loss_mask: 0.4435, decode.d2.loss_dice: 0.6960, decode.d3.loss_cls: 0.2178, decode.d3.loss_mask: 0.4371, decode.d3.loss_dice: 0.6832, decode.d4.loss_cls: 0.2082, decode.d4.loss_mask: 0.4342, decode.d4.loss_dice: 0.6825, decode.d5.loss_cls: 0.2056, decode.d5.loss_mask: 0.4345, decode.d5.loss_dice: 0.6802, decode.d6.loss_cls: 0.2028, decode.d6.loss_mask: 0.4335, decode.d6.loss_dice: 0.6803, decode.d7.loss_cls: 0.1962, decode.d7.loss_mask: 0.4326, decode.d7.loss_dice: 0.6792, decode.d8.loss_cls: 0.2006, decode.d8.loss_mask: 0.4326, decode.d8.loss_dice: 0.6773, loss: 15.1434 2022-04-27 16:49:14,631 - mmseg - INFO - Iter [133250/160000] lr: 2.401e-07, eta: 8:04:09, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1991, decode.loss_mask: 0.4222, decode.loss_dice: 0.6755, decode.d0.loss_cls: 1.8232, decode.d0.loss_mask: 0.4654, decode.d0.loss_dice: 0.7714, decode.d1.loss_cls: 0.2816, decode.d1.loss_mask: 0.4399, decode.d1.loss_dice: 0.7181, decode.d2.loss_cls: 0.2372, decode.d2.loss_mask: 0.4292, decode.d2.loss_dice: 0.6931, decode.d3.loss_cls: 0.2056, decode.d3.loss_mask: 0.4281, decode.d3.loss_dice: 0.6809, decode.d4.loss_cls: 0.2026, decode.d4.loss_mask: 0.4261, decode.d4.loss_dice: 0.6803, decode.d5.loss_cls: 0.2027, decode.d5.loss_mask: 0.4229, decode.d5.loss_dice: 0.6780, decode.d6.loss_cls: 0.2015, decode.d6.loss_mask: 0.4240, decode.d6.loss_dice: 0.6774, decode.d7.loss_cls: 0.1991, decode.d7.loss_mask: 0.4233, decode.d7.loss_dice: 0.6729, decode.d8.loss_cls: 0.1967, decode.d8.loss_mask: 0.4234, decode.d8.loss_dice: 0.6762, loss: 14.9776 2022-04-27 16:50:09,241 - mmseg - INFO - Iter [133300/160000] lr: 2.396e-07, eta: 8:03:15, time: 1.092, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1856, decode.loss_mask: 0.4258, decode.loss_dice: 0.6891, decode.d0.loss_cls: 1.8784, decode.d0.loss_mask: 0.4716, decode.d0.loss_dice: 0.7995, decode.d1.loss_cls: 0.2874, decode.d1.loss_mask: 0.4422, decode.d1.loss_dice: 0.7316, decode.d2.loss_cls: 0.2318, decode.d2.loss_mask: 0.4313, decode.d2.loss_dice: 0.7144, decode.d3.loss_cls: 0.2063, decode.d3.loss_mask: 0.4280, decode.d3.loss_dice: 0.7021, decode.d4.loss_cls: 0.2016, decode.d4.loss_mask: 0.4267, decode.d4.loss_dice: 0.6979, decode.d5.loss_cls: 0.1871, decode.d5.loss_mask: 0.4278, decode.d5.loss_dice: 0.6966, decode.d6.loss_cls: 0.1880, decode.d6.loss_mask: 0.4274, decode.d6.loss_dice: 0.6912, decode.d7.loss_cls: 0.1842, decode.d7.loss_mask: 0.4262, decode.d7.loss_dice: 0.6964, decode.d8.loss_cls: 0.1858, decode.d8.loss_mask: 0.4264, decode.d8.loss_dice: 0.6934, loss: 15.1818 2022-04-27 16:51:03,616 - mmseg - INFO - Iter [133350/160000] lr: 2.392e-07, eta: 8:02:21, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1816, decode.loss_mask: 0.4305, decode.loss_dice: 0.6821, decode.d0.loss_cls: 1.8529, decode.d0.loss_mask: 0.4726, decode.d0.loss_dice: 0.7825, decode.d1.loss_cls: 0.2618, decode.d1.loss_mask: 0.4457, decode.d1.loss_dice: 0.7237, decode.d2.loss_cls: 0.2249, decode.d2.loss_mask: 0.4370, decode.d2.loss_dice: 0.7055, decode.d3.loss_cls: 0.2034, decode.d3.loss_mask: 0.4363, decode.d3.loss_dice: 0.6897, decode.d4.loss_cls: 0.1905, decode.d4.loss_mask: 0.4346, decode.d4.loss_dice: 0.6930, decode.d5.loss_cls: 0.1900, decode.d5.loss_mask: 0.4330, decode.d5.loss_dice: 0.6908, decode.d6.loss_cls: 0.1890, decode.d6.loss_mask: 0.4329, decode.d6.loss_dice: 0.6843, decode.d7.loss_cls: 0.1819, decode.d7.loss_mask: 0.4317, decode.d7.loss_dice: 0.6884, decode.d8.loss_cls: 0.1802, decode.d8.loss_mask: 0.4307, decode.d8.loss_dice: 0.6847, loss: 15.0660 2022-04-27 16:51:57,213 - mmseg - INFO - Iter [133400/160000] lr: 2.387e-07, eta: 8:01:26, time: 1.072, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1735, decode.loss_mask: 0.4449, decode.loss_dice: 0.6658, decode.d0.loss_cls: 1.8198, decode.d0.loss_mask: 0.4908, decode.d0.loss_dice: 0.7746, decode.d1.loss_cls: 0.2589, decode.d1.loss_mask: 0.4615, decode.d1.loss_dice: 0.7066, decode.d2.loss_cls: 0.2090, decode.d2.loss_mask: 0.4517, decode.d2.loss_dice: 0.6841, decode.d3.loss_cls: 0.1852, decode.d3.loss_mask: 0.4487, decode.d3.loss_dice: 0.6774, decode.d4.loss_cls: 0.1915, decode.d4.loss_mask: 0.4475, decode.d4.loss_dice: 0.6745, decode.d5.loss_cls: 0.1804, decode.d5.loss_mask: 0.4479, decode.d5.loss_dice: 0.6723, decode.d6.loss_cls: 0.1762, decode.d6.loss_mask: 0.4470, decode.d6.loss_dice: 0.6689, decode.d7.loss_cls: 0.1729, decode.d7.loss_mask: 0.4457, decode.d7.loss_dice: 0.6674, decode.d8.loss_cls: 0.1749, decode.d8.loss_mask: 0.4456, decode.d8.loss_dice: 0.6679, loss: 14.9330 2022-04-27 16:52:51,405 - mmseg - INFO - Iter [133450/160000] lr: 2.383e-07, eta: 8:00:32, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1664, decode.loss_mask: 0.4234, decode.loss_dice: 0.6789, decode.d0.loss_cls: 1.7886, decode.d0.loss_mask: 0.4605, decode.d0.loss_dice: 0.7768, decode.d1.loss_cls: 0.2325, decode.d1.loss_mask: 0.4385, decode.d1.loss_dice: 0.7158, decode.d2.loss_cls: 0.1930, decode.d2.loss_mask: 0.4298, decode.d2.loss_dice: 0.6997, decode.d3.loss_cls: 0.1797, decode.d3.loss_mask: 0.4275, decode.d3.loss_dice: 0.6884, decode.d4.loss_cls: 0.1717, decode.d4.loss_mask: 0.4269, decode.d4.loss_dice: 0.6829, decode.d5.loss_cls: 0.1767, decode.d5.loss_mask: 0.4252, decode.d5.loss_dice: 0.6822, decode.d6.loss_cls: 0.1740, decode.d6.loss_mask: 0.4251, decode.d6.loss_dice: 0.6820, decode.d7.loss_cls: 0.1713, decode.d7.loss_mask: 0.4237, decode.d7.loss_dice: 0.6757, decode.d8.loss_cls: 0.1721, decode.d8.loss_mask: 0.4233, decode.d8.loss_dice: 0.6771, loss: 14.6895 2022-04-27 16:53:44,684 - mmseg - INFO - Iter [133500/160000] lr: 2.378e-07, eta: 7:59:38, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1754, decode.loss_mask: 0.4261, decode.loss_dice: 0.6710, decode.d0.loss_cls: 1.8546, decode.d0.loss_mask: 0.4644, decode.d0.loss_dice: 0.7701, decode.d1.loss_cls: 0.2580, decode.d1.loss_mask: 0.4401, decode.d1.loss_dice: 0.7050, decode.d2.loss_cls: 0.2217, decode.d2.loss_mask: 0.4317, decode.d2.loss_dice: 0.6890, decode.d3.loss_cls: 0.2027, decode.d3.loss_mask: 0.4276, decode.d3.loss_dice: 0.6742, decode.d4.loss_cls: 0.1960, decode.d4.loss_mask: 0.4278, decode.d4.loss_dice: 0.6712, decode.d5.loss_cls: 0.1859, decode.d5.loss_mask: 0.4265, decode.d5.loss_dice: 0.6726, decode.d6.loss_cls: 0.1813, decode.d6.loss_mask: 0.4274, decode.d6.loss_dice: 0.6702, decode.d7.loss_cls: 0.1778, decode.d7.loss_mask: 0.4263, decode.d7.loss_dice: 0.6685, decode.d8.loss_cls: 0.1821, decode.d8.loss_mask: 0.4263, decode.d8.loss_dice: 0.6701, loss: 14.8218 2022-04-27 16:54:38,909 - mmseg - INFO - Iter [133550/160000] lr: 2.374e-07, eta: 7:58:43, time: 1.084, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1771, decode.loss_mask: 0.4223, decode.loss_dice: 0.6735, decode.d0.loss_cls: 1.8830, decode.d0.loss_mask: 0.4627, decode.d0.loss_dice: 0.7851, decode.d1.loss_cls: 0.2535, decode.d1.loss_mask: 0.4397, decode.d1.loss_dice: 0.7168, decode.d2.loss_cls: 0.2099, decode.d2.loss_mask: 0.4322, decode.d2.loss_dice: 0.7012, decode.d3.loss_cls: 0.1889, decode.d3.loss_mask: 0.4268, decode.d3.loss_dice: 0.6864, decode.d4.loss_cls: 0.1878, decode.d4.loss_mask: 0.4256, decode.d4.loss_dice: 0.6854, decode.d5.loss_cls: 0.1807, decode.d5.loss_mask: 0.4251, decode.d5.loss_dice: 0.6815, decode.d6.loss_cls: 0.1759, decode.d6.loss_mask: 0.4236, decode.d6.loss_dice: 0.6814, decode.d7.loss_cls: 0.1747, decode.d7.loss_mask: 0.4228, decode.d7.loss_dice: 0.6755, decode.d8.loss_cls: 0.1772, decode.d8.loss_mask: 0.4233, decode.d8.loss_dice: 0.6796, loss: 14.8790 2022-04-27 16:55:33,976 - mmseg - INFO - Iter [133600/160000] lr: 2.369e-07, eta: 7:57:49, time: 1.101, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1850, decode.loss_mask: 0.4356, decode.loss_dice: 0.6926, decode.d0.loss_cls: 1.8292, decode.d0.loss_mask: 0.4828, decode.d0.loss_dice: 0.7912, decode.d1.loss_cls: 0.2805, decode.d1.loss_mask: 0.4557, decode.d1.loss_dice: 0.7341, decode.d2.loss_cls: 0.2267, decode.d2.loss_mask: 0.4475, decode.d2.loss_dice: 0.7070, decode.d3.loss_cls: 0.2085, decode.d3.loss_mask: 0.4428, decode.d3.loss_dice: 0.6994, decode.d4.loss_cls: 0.1962, decode.d4.loss_mask: 0.4402, decode.d4.loss_dice: 0.6998, decode.d5.loss_cls: 0.1978, decode.d5.loss_mask: 0.4386, decode.d5.loss_dice: 0.6969, decode.d6.loss_cls: 0.1855, decode.d6.loss_mask: 0.4371, decode.d6.loss_dice: 0.6892, decode.d7.loss_cls: 0.1872, decode.d7.loss_mask: 0.4367, decode.d7.loss_dice: 0.6934, decode.d8.loss_cls: 0.1905, decode.d8.loss_mask: 0.4347, decode.d8.loss_dice: 0.6902, loss: 15.2328 2022-04-27 16:56:28,288 - mmseg - INFO - Iter [133650/160000] lr: 2.365e-07, eta: 7:56:55, time: 1.086, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1841, decode.loss_mask: 0.4391, decode.loss_dice: 0.6884, decode.d0.loss_cls: 1.8718, decode.d0.loss_mask: 0.4788, decode.d0.loss_dice: 0.7908, decode.d1.loss_cls: 0.2701, decode.d1.loss_mask: 0.4579, decode.d1.loss_dice: 0.7241, decode.d2.loss_cls: 0.2268, decode.d2.loss_mask: 0.4472, decode.d2.loss_dice: 0.7022, decode.d3.loss_cls: 0.2046, decode.d3.loss_mask: 0.4453, decode.d3.loss_dice: 0.6909, decode.d4.loss_cls: 0.1934, decode.d4.loss_mask: 0.4438, decode.d4.loss_dice: 0.6923, decode.d5.loss_cls: 0.1891, decode.d5.loss_mask: 0.4454, decode.d5.loss_dice: 0.6920, decode.d6.loss_cls: 0.1847, decode.d6.loss_mask: 0.4443, decode.d6.loss_dice: 0.6883, decode.d7.loss_cls: 0.1776, decode.d7.loss_mask: 0.4424, decode.d7.loss_dice: 0.6890, decode.d8.loss_cls: 0.1873, decode.d8.loss_mask: 0.4392, decode.d8.loss_dice: 0.6878, loss: 15.2187 2022-04-27 16:57:23,293 - mmseg - INFO - Iter [133700/160000] lr: 2.360e-07, eta: 7:56:01, time: 1.100, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1775, decode.loss_mask: 0.4229, decode.loss_dice: 0.6850, decode.d0.loss_cls: 1.8385, decode.d0.loss_mask: 0.4635, decode.d0.loss_dice: 0.7852, decode.d1.loss_cls: 0.2577, decode.d1.loss_mask: 0.4395, decode.d1.loss_dice: 0.7276, decode.d2.loss_cls: 0.2226, decode.d2.loss_mask: 0.4295, decode.d2.loss_dice: 0.7051, decode.d3.loss_cls: 0.1974, decode.d3.loss_mask: 0.4263, decode.d3.loss_dice: 0.6928, decode.d4.loss_cls: 0.1870, decode.d4.loss_mask: 0.4255, decode.d4.loss_dice: 0.6928, decode.d5.loss_cls: 0.1828, decode.d5.loss_mask: 0.4246, decode.d5.loss_dice: 0.6891, decode.d6.loss_cls: 0.1826, decode.d6.loss_mask: 0.4248, decode.d6.loss_dice: 0.6861, decode.d7.loss_cls: 0.1797, decode.d7.loss_mask: 0.4231, decode.d7.loss_dice: 0.6924, decode.d8.loss_cls: 0.1779, decode.d8.loss_mask: 0.4234, decode.d8.loss_dice: 0.6884, loss: 14.9513 2022-04-27 16:58:17,706 - mmseg - INFO - Iter [133750/160000] lr: 2.356e-07, eta: 7:55:06, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1696, decode.loss_mask: 0.4309, decode.loss_dice: 0.6626, decode.d0.loss_cls: 1.8583, decode.d0.loss_mask: 0.4749, decode.d0.loss_dice: 0.7699, decode.d1.loss_cls: 0.2646, decode.d1.loss_mask: 0.4475, decode.d1.loss_dice: 0.7024, decode.d2.loss_cls: 0.2090, decode.d2.loss_mask: 0.4404, decode.d2.loss_dice: 0.6902, decode.d3.loss_cls: 0.1862, decode.d3.loss_mask: 0.4369, decode.d3.loss_dice: 0.6734, decode.d4.loss_cls: 0.1860, decode.d4.loss_mask: 0.4348, decode.d4.loss_dice: 0.6707, decode.d5.loss_cls: 0.1798, decode.d5.loss_mask: 0.4327, decode.d5.loss_dice: 0.6678, decode.d6.loss_cls: 0.1808, decode.d6.loss_mask: 0.4299, decode.d6.loss_dice: 0.6626, decode.d7.loss_cls: 0.1714, decode.d7.loss_mask: 0.4318, decode.d7.loss_dice: 0.6664, decode.d8.loss_cls: 0.1707, decode.d8.loss_mask: 0.4320, decode.d8.loss_dice: 0.6631, loss: 14.7975 2022-04-27 16:59:11,311 - mmseg - INFO - Iter [133800/160000] lr: 2.351e-07, eta: 7:54:12, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1866, decode.loss_mask: 0.4280, decode.loss_dice: 0.6910, decode.d0.loss_cls: 1.8426, decode.d0.loss_mask: 0.4750, decode.d0.loss_dice: 0.7806, decode.d1.loss_cls: 0.2774, decode.d1.loss_mask: 0.4459, decode.d1.loss_dice: 0.7270, decode.d2.loss_cls: 0.2269, decode.d2.loss_mask: 0.4394, decode.d2.loss_dice: 0.7049, decode.d3.loss_cls: 0.2152, decode.d3.loss_mask: 0.4342, decode.d3.loss_dice: 0.6995, decode.d4.loss_cls: 0.2051, decode.d4.loss_mask: 0.4323, decode.d4.loss_dice: 0.6963, decode.d5.loss_cls: 0.2001, decode.d5.loss_mask: 0.4328, decode.d5.loss_dice: 0.6940, decode.d6.loss_cls: 0.1923, decode.d6.loss_mask: 0.4286, decode.d6.loss_dice: 0.6888, decode.d7.loss_cls: 0.1949, decode.d7.loss_mask: 0.4288, decode.d7.loss_dice: 0.6908, decode.d8.loss_cls: 0.1863, decode.d8.loss_mask: 0.4287, decode.d8.loss_dice: 0.6945, loss: 15.1687 2022-04-27 17:00:05,592 - mmseg - INFO - Iter [133850/160000] lr: 2.347e-07, eta: 7:53:18, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1756, decode.loss_mask: 0.4222, decode.loss_dice: 0.6676, decode.d0.loss_cls: 1.8200, decode.d0.loss_mask: 0.4612, decode.d0.loss_dice: 0.7581, decode.d1.loss_cls: 0.2545, decode.d1.loss_mask: 0.4379, decode.d1.loss_dice: 0.7072, decode.d2.loss_cls: 0.2142, decode.d2.loss_mask: 0.4277, decode.d2.loss_dice: 0.6865, decode.d3.loss_cls: 0.1862, decode.d3.loss_mask: 0.4256, decode.d3.loss_dice: 0.6790, decode.d4.loss_cls: 0.1898, decode.d4.loss_mask: 0.4251, decode.d4.loss_dice: 0.6754, decode.d5.loss_cls: 0.1827, decode.d5.loss_mask: 0.4239, decode.d5.loss_dice: 0.6717, decode.d6.loss_cls: 0.1733, decode.d6.loss_mask: 0.4228, decode.d6.loss_dice: 0.6754, decode.d7.loss_cls: 0.1772, decode.d7.loss_mask: 0.4227, decode.d7.loss_dice: 0.6718, decode.d8.loss_cls: 0.1696, decode.d8.loss_mask: 0.4224, decode.d8.loss_dice: 0.6710, loss: 14.6981 2022-04-27 17:01:02,706 - mmseg - INFO - Iter [133900/160000] lr: 2.342e-07, eta: 7:52:24, time: 1.142, data_time: 0.066, memory: 64049, decode.loss_cls: 0.1755, decode.loss_mask: 0.4188, decode.loss_dice: 0.6638, decode.d0.loss_cls: 1.8497, decode.d0.loss_mask: 0.4643, decode.d0.loss_dice: 0.7650, decode.d1.loss_cls: 0.2645, decode.d1.loss_mask: 0.4361, decode.d1.loss_dice: 0.7033, decode.d2.loss_cls: 0.2174, decode.d2.loss_mask: 0.4269, decode.d2.loss_dice: 0.6815, decode.d3.loss_cls: 0.1929, decode.d3.loss_mask: 0.4220, decode.d3.loss_dice: 0.6706, decode.d4.loss_cls: 0.1852, decode.d4.loss_mask: 0.4219, decode.d4.loss_dice: 0.6686, decode.d5.loss_cls: 0.1740, decode.d5.loss_mask: 0.4222, decode.d5.loss_dice: 0.6706, decode.d6.loss_cls: 0.1751, decode.d6.loss_mask: 0.4202, decode.d6.loss_dice: 0.6657, decode.d7.loss_cls: 0.1823, decode.d7.loss_mask: 0.4198, decode.d7.loss_dice: 0.6625, decode.d8.loss_cls: 0.1729, decode.d8.loss_mask: 0.4200, decode.d8.loss_dice: 0.6626, loss: 14.6760 2022-04-27 17:01:56,656 - mmseg - INFO - Iter [133950/160000] lr: 2.338e-07, eta: 7:51:30, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1874, decode.loss_mask: 0.4538, decode.loss_dice: 0.6822, decode.d0.loss_cls: 1.8664, decode.d0.loss_mask: 0.5026, decode.d0.loss_dice: 0.7872, decode.d1.loss_cls: 0.2734, decode.d1.loss_mask: 0.4737, decode.d1.loss_dice: 0.7232, decode.d2.loss_cls: 0.2294, decode.d2.loss_mask: 0.4627, decode.d2.loss_dice: 0.7048, decode.d3.loss_cls: 0.2079, decode.d3.loss_mask: 0.4597, decode.d3.loss_dice: 0.6895, decode.d4.loss_cls: 0.1958, decode.d4.loss_mask: 0.4592, decode.d4.loss_dice: 0.6909, decode.d5.loss_cls: 0.1936, decode.d5.loss_mask: 0.4588, decode.d5.loss_dice: 0.6895, decode.d6.loss_cls: 0.1898, decode.d6.loss_mask: 0.4571, decode.d6.loss_dice: 0.6827, decode.d7.loss_cls: 0.1892, decode.d7.loss_mask: 0.4553, decode.d7.loss_dice: 0.6872, decode.d8.loss_cls: 0.1853, decode.d8.loss_mask: 0.4573, decode.d8.loss_dice: 0.6853, loss: 15.3809 2022-04-27 17:02:50,379 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 17:02:50,384 - mmseg - INFO - Iter [134000/160000] lr: 2.333e-07, eta: 7:50:35, time: 1.074, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1811, decode.loss_mask: 0.4423, decode.loss_dice: 0.6771, decode.d0.loss_cls: 1.8307, decode.d0.loss_mask: 0.4902, decode.d0.loss_dice: 0.7820, decode.d1.loss_cls: 0.2748, decode.d1.loss_mask: 0.4610, decode.d1.loss_dice: 0.7202, decode.d2.loss_cls: 0.2261, decode.d2.loss_mask: 0.4521, decode.d2.loss_dice: 0.7004, decode.d3.loss_cls: 0.2041, decode.d3.loss_mask: 0.4474, decode.d3.loss_dice: 0.6899, decode.d4.loss_cls: 0.2015, decode.d4.loss_mask: 0.4456, decode.d4.loss_dice: 0.6846, decode.d5.loss_cls: 0.1836, decode.d5.loss_mask: 0.4455, decode.d5.loss_dice: 0.6879, decode.d6.loss_cls: 0.1866, decode.d6.loss_mask: 0.4447, decode.d6.loss_dice: 0.6828, decode.d7.loss_cls: 0.1802, decode.d7.loss_mask: 0.4455, decode.d7.loss_dice: 0.6803, decode.d8.loss_cls: 0.1812, decode.d8.loss_mask: 0.4438, decode.d8.loss_dice: 0.6794, loss: 15.1526 2022-04-27 17:03:43,467 - mmseg - INFO - Iter [134050/160000] lr: 2.329e-07, eta: 7:49:41, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1720, decode.loss_mask: 0.4230, decode.loss_dice: 0.6636, decode.d0.loss_cls: 1.8694, decode.d0.loss_mask: 0.4639, decode.d0.loss_dice: 0.7609, decode.d1.loss_cls: 0.2424, decode.d1.loss_mask: 0.4446, decode.d1.loss_dice: 0.7098, decode.d2.loss_cls: 0.2049, decode.d2.loss_mask: 0.4316, decode.d2.loss_dice: 0.6878, decode.d3.loss_cls: 0.1780, decode.d3.loss_mask: 0.4283, decode.d3.loss_dice: 0.6787, decode.d4.loss_cls: 0.1763, decode.d4.loss_mask: 0.4279, decode.d4.loss_dice: 0.6739, decode.d5.loss_cls: 0.1722, decode.d5.loss_mask: 0.4266, decode.d5.loss_dice: 0.6702, decode.d6.loss_cls: 0.1702, decode.d6.loss_mask: 0.4271, decode.d6.loss_dice: 0.6678, decode.d7.loss_cls: 0.1689, decode.d7.loss_mask: 0.4254, decode.d7.loss_dice: 0.6668, decode.d8.loss_cls: 0.1695, decode.d8.loss_mask: 0.4253, decode.d8.loss_dice: 0.6656, loss: 14.6927 2022-04-27 17:04:37,292 - mmseg - INFO - Iter [134100/160000] lr: 2.324e-07, eta: 7:48:46, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1949, decode.loss_mask: 0.4243, decode.loss_dice: 0.6863, decode.d0.loss_cls: 1.8777, decode.d0.loss_mask: 0.4692, decode.d0.loss_dice: 0.7891, decode.d1.loss_cls: 0.2789, decode.d1.loss_mask: 0.4398, decode.d1.loss_dice: 0.7225, decode.d2.loss_cls: 0.2363, decode.d2.loss_mask: 0.4308, decode.d2.loss_dice: 0.7034, decode.d3.loss_cls: 0.2187, decode.d3.loss_mask: 0.4291, decode.d3.loss_dice: 0.6933, decode.d4.loss_cls: 0.2082, decode.d4.loss_mask: 0.4283, decode.d4.loss_dice: 0.6887, decode.d5.loss_cls: 0.2031, decode.d5.loss_mask: 0.4270, decode.d5.loss_dice: 0.6917, decode.d6.loss_cls: 0.1986, decode.d6.loss_mask: 0.4268, decode.d6.loss_dice: 0.6847, decode.d7.loss_cls: 0.1977, decode.d7.loss_mask: 0.4254, decode.d7.loss_dice: 0.6876, decode.d8.loss_cls: 0.1930, decode.d8.loss_mask: 0.4246, decode.d8.loss_dice: 0.6864, loss: 15.1660 2022-04-27 17:05:32,635 - mmseg - INFO - Iter [134150/160000] lr: 2.320e-07, eta: 7:47:52, time: 1.108, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1654, decode.loss_mask: 0.4223, decode.loss_dice: 0.6634, decode.d0.loss_cls: 1.8395, decode.d0.loss_mask: 0.4627, decode.d0.loss_dice: 0.7636, decode.d1.loss_cls: 0.2500, decode.d1.loss_mask: 0.4371, decode.d1.loss_dice: 0.7030, decode.d2.loss_cls: 0.2095, decode.d2.loss_mask: 0.4286, decode.d2.loss_dice: 0.6790, decode.d3.loss_cls: 0.1893, decode.d3.loss_mask: 0.4280, decode.d3.loss_dice: 0.6668, decode.d4.loss_cls: 0.1827, decode.d4.loss_mask: 0.4260, decode.d4.loss_dice: 0.6691, decode.d5.loss_cls: 0.1710, decode.d5.loss_mask: 0.4258, decode.d5.loss_dice: 0.6648, decode.d6.loss_cls: 0.1726, decode.d6.loss_mask: 0.4244, decode.d6.loss_dice: 0.6622, decode.d7.loss_cls: 0.1754, decode.d7.loss_mask: 0.4239, decode.d7.loss_dice: 0.6598, decode.d8.loss_cls: 0.1664, decode.d8.loss_mask: 0.4236, decode.d8.loss_dice: 0.6628, loss: 14.6185 2022-04-27 17:06:27,005 - mmseg - INFO - Iter [134200/160000] lr: 2.315e-07, eta: 7:46:58, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1673, decode.loss_mask: 0.4232, decode.loss_dice: 0.6669, decode.d0.loss_cls: 1.8286, decode.d0.loss_mask: 0.4693, decode.d0.loss_dice: 0.7796, decode.d1.loss_cls: 0.2496, decode.d1.loss_mask: 0.4371, decode.d1.loss_dice: 0.7087, decode.d2.loss_cls: 0.2107, decode.d2.loss_mask: 0.4329, decode.d2.loss_dice: 0.6910, decode.d3.loss_cls: 0.1935, decode.d3.loss_mask: 0.4301, decode.d3.loss_dice: 0.6782, decode.d4.loss_cls: 0.1877, decode.d4.loss_mask: 0.4292, decode.d4.loss_dice: 0.6786, decode.d5.loss_cls: 0.1728, decode.d5.loss_mask: 0.4260, decode.d5.loss_dice: 0.6746, decode.d6.loss_cls: 0.1688, decode.d6.loss_mask: 0.4254, decode.d6.loss_dice: 0.6748, decode.d7.loss_cls: 0.1711, decode.d7.loss_mask: 0.4254, decode.d7.loss_dice: 0.6711, decode.d8.loss_cls: 0.1671, decode.d8.loss_mask: 0.4247, decode.d8.loss_dice: 0.6731, loss: 14.7369 2022-04-27 17:07:20,975 - mmseg - INFO - Iter [134250/160000] lr: 2.311e-07, eta: 7:46:04, time: 1.079, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1760, decode.loss_mask: 0.4190, decode.loss_dice: 0.6657, decode.d0.loss_cls: 1.8006, decode.d0.loss_mask: 0.4592, decode.d0.loss_dice: 0.7606, decode.d1.loss_cls: 0.2607, decode.d1.loss_mask: 0.4311, decode.d1.loss_dice: 0.7033, decode.d2.loss_cls: 0.2190, decode.d2.loss_mask: 0.4275, decode.d2.loss_dice: 0.6844, decode.d3.loss_cls: 0.2020, decode.d3.loss_mask: 0.4241, decode.d3.loss_dice: 0.6759, decode.d4.loss_cls: 0.1900, decode.d4.loss_mask: 0.4212, decode.d4.loss_dice: 0.6756, decode.d5.loss_cls: 0.1876, decode.d5.loss_mask: 0.4200, decode.d5.loss_dice: 0.6689, decode.d6.loss_cls: 0.1758, decode.d6.loss_mask: 0.4210, decode.d6.loss_dice: 0.6697, decode.d7.loss_cls: 0.1791, decode.d7.loss_mask: 0.4195, decode.d7.loss_dice: 0.6668, decode.d8.loss_cls: 0.1787, decode.d8.loss_mask: 0.4192, decode.d8.loss_dice: 0.6657, loss: 14.6679 2022-04-27 17:08:15,057 - mmseg - INFO - Iter [134300/160000] lr: 2.306e-07, eta: 7:45:09, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1821, decode.loss_mask: 0.4436, decode.loss_dice: 0.7002, decode.d0.loss_cls: 1.7900, decode.d0.loss_mask: 0.4877, decode.d0.loss_dice: 0.8102, decode.d1.loss_cls: 0.2769, decode.d1.loss_mask: 0.4610, decode.d1.loss_dice: 0.7422, decode.d2.loss_cls: 0.2263, decode.d2.loss_mask: 0.4544, decode.d2.loss_dice: 0.7240, decode.d3.loss_cls: 0.2096, decode.d3.loss_mask: 0.4501, decode.d3.loss_dice: 0.7081, decode.d4.loss_cls: 0.2005, decode.d4.loss_mask: 0.4492, decode.d4.loss_dice: 0.7050, decode.d5.loss_cls: 0.1965, decode.d5.loss_mask: 0.4463, decode.d5.loss_dice: 0.7095, decode.d6.loss_cls: 0.1869, decode.d6.loss_mask: 0.4449, decode.d6.loss_dice: 0.7025, decode.d7.loss_cls: 0.1824, decode.d7.loss_mask: 0.4453, decode.d7.loss_dice: 0.7029, decode.d8.loss_cls: 0.1825, decode.d8.loss_mask: 0.4435, decode.d8.loss_dice: 0.7025, loss: 15.3668 2022-04-27 17:09:08,323 - mmseg - INFO - Iter [134350/160000] lr: 2.302e-07, eta: 7:44:15, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1747, decode.loss_mask: 0.4306, decode.loss_dice: 0.6979, decode.d0.loss_cls: 1.8633, decode.d0.loss_mask: 0.4737, decode.d0.loss_dice: 0.7947, decode.d1.loss_cls: 0.2710, decode.d1.loss_mask: 0.4519, decode.d1.loss_dice: 0.7363, decode.d2.loss_cls: 0.2232, decode.d2.loss_mask: 0.4397, decode.d2.loss_dice: 0.7187, decode.d3.loss_cls: 0.1958, decode.d3.loss_mask: 0.4367, decode.d3.loss_dice: 0.7020, decode.d4.loss_cls: 0.1937, decode.d4.loss_mask: 0.4345, decode.d4.loss_dice: 0.7030, decode.d5.loss_cls: 0.1818, decode.d5.loss_mask: 0.4325, decode.d5.loss_dice: 0.7046, decode.d6.loss_cls: 0.1823, decode.d6.loss_mask: 0.4323, decode.d6.loss_dice: 0.6978, decode.d7.loss_cls: 0.1852, decode.d7.loss_mask: 0.4314, decode.d7.loss_dice: 0.6962, decode.d8.loss_cls: 0.1789, decode.d8.loss_mask: 0.4302, decode.d8.loss_dice: 0.6970, loss: 15.1915 2022-04-27 17:10:00,530 - mmseg - INFO - Iter [134400/160000] lr: 2.297e-07, eta: 7:43:20, time: 1.044, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1687, decode.loss_mask: 0.4262, decode.loss_dice: 0.6913, decode.d0.loss_cls: 1.8434, decode.d0.loss_mask: 0.4668, decode.d0.loss_dice: 0.7968, decode.d1.loss_cls: 0.2614, decode.d1.loss_mask: 0.4443, decode.d1.loss_dice: 0.7270, decode.d2.loss_cls: 0.2097, decode.d2.loss_mask: 0.4342, decode.d2.loss_dice: 0.7126, decode.d3.loss_cls: 0.1972, decode.d3.loss_mask: 0.4300, decode.d3.loss_dice: 0.6970, decode.d4.loss_cls: 0.1854, decode.d4.loss_mask: 0.4291, decode.d4.loss_dice: 0.6946, decode.d5.loss_cls: 0.1771, decode.d5.loss_mask: 0.4280, decode.d5.loss_dice: 0.6959, decode.d6.loss_cls: 0.1798, decode.d6.loss_mask: 0.4267, decode.d6.loss_dice: 0.6909, decode.d7.loss_cls: 0.1783, decode.d7.loss_mask: 0.4259, decode.d7.loss_dice: 0.6911, decode.d8.loss_cls: 0.1705, decode.d8.loss_mask: 0.4262, decode.d8.loss_dice: 0.6928, loss: 14.9991 2022-04-27 17:10:53,383 - mmseg - INFO - Iter [134450/160000] lr: 2.293e-07, eta: 7:42:25, time: 1.057, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1840, decode.loss_mask: 0.4348, decode.loss_dice: 0.6896, decode.d0.loss_cls: 1.8678, decode.d0.loss_mask: 0.4791, decode.d0.loss_dice: 0.7902, decode.d1.loss_cls: 0.2669, decode.d1.loss_mask: 0.4535, decode.d1.loss_dice: 0.7291, decode.d2.loss_cls: 0.2284, decode.d2.loss_mask: 0.4415, decode.d2.loss_dice: 0.7086, decode.d3.loss_cls: 0.2109, decode.d3.loss_mask: 0.4351, decode.d3.loss_dice: 0.6974, decode.d4.loss_cls: 0.1938, decode.d4.loss_mask: 0.4364, decode.d4.loss_dice: 0.6956, decode.d5.loss_cls: 0.1878, decode.d5.loss_mask: 0.4345, decode.d5.loss_dice: 0.6942, decode.d6.loss_cls: 0.1816, decode.d6.loss_mask: 0.4356, decode.d6.loss_dice: 0.6921, decode.d7.loss_cls: 0.1769, decode.d7.loss_mask: 0.4357, decode.d7.loss_dice: 0.6912, decode.d8.loss_cls: 0.1825, decode.d8.loss_mask: 0.4356, decode.d8.loss_dice: 0.6904, loss: 15.1807 2022-04-27 17:11:47,171 - mmseg - INFO - Iter [134500/160000] lr: 2.288e-07, eta: 7:41:31, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1918, decode.loss_mask: 0.4423, decode.loss_dice: 0.7177, decode.d0.loss_cls: 1.8728, decode.d0.loss_mask: 0.4849, decode.d0.loss_dice: 0.8223, decode.d1.loss_cls: 0.2625, decode.d1.loss_mask: 0.4612, decode.d1.loss_dice: 0.7611, decode.d2.loss_cls: 0.2322, decode.d2.loss_mask: 0.4524, decode.d2.loss_dice: 0.7437, decode.d3.loss_cls: 0.2102, decode.d3.loss_mask: 0.4485, decode.d3.loss_dice: 0.7258, decode.d4.loss_cls: 0.2002, decode.d4.loss_mask: 0.4462, decode.d4.loss_dice: 0.7288, decode.d5.loss_cls: 0.2020, decode.d5.loss_mask: 0.4450, decode.d5.loss_dice: 0.7220, decode.d6.loss_cls: 0.1962, decode.d6.loss_mask: 0.4453, decode.d6.loss_dice: 0.7184, decode.d7.loss_cls: 0.1982, decode.d7.loss_mask: 0.4437, decode.d7.loss_dice: 0.7167, decode.d8.loss_cls: 0.1912, decode.d8.loss_mask: 0.4431, decode.d8.loss_dice: 0.7182, loss: 15.6448 2022-04-27 17:12:40,730 - mmseg - INFO - Iter [134550/160000] lr: 2.284e-07, eta: 7:40:37, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2014, decode.loss_mask: 0.4444, decode.loss_dice: 0.6919, decode.d0.loss_cls: 1.8647, decode.d0.loss_mask: 0.4920, decode.d0.loss_dice: 0.8003, decode.d1.loss_cls: 0.2856, decode.d1.loss_mask: 0.4617, decode.d1.loss_dice: 0.7389, decode.d2.loss_cls: 0.2421, decode.d2.loss_mask: 0.4525, decode.d2.loss_dice: 0.7177, decode.d3.loss_cls: 0.2136, decode.d3.loss_mask: 0.4505, decode.d3.loss_dice: 0.7056, decode.d4.loss_cls: 0.2048, decode.d4.loss_mask: 0.4484, decode.d4.loss_dice: 0.7031, decode.d5.loss_cls: 0.2049, decode.d5.loss_mask: 0.4469, decode.d5.loss_dice: 0.7028, decode.d6.loss_cls: 0.2019, decode.d6.loss_mask: 0.4463, decode.d6.loss_dice: 0.6994, decode.d7.loss_cls: 0.1935, decode.d7.loss_mask: 0.4461, decode.d7.loss_dice: 0.7023, decode.d8.loss_cls: 0.1951, decode.d8.loss_mask: 0.4458, decode.d8.loss_dice: 0.6999, loss: 15.5039 2022-04-27 17:13:34,141 - mmseg - INFO - Iter [134600/160000] lr: 2.279e-07, eta: 7:39:42, time: 1.068, data_time: 0.013, memory: 64049, decode.loss_cls: 0.1898, decode.loss_mask: 0.4419, decode.loss_dice: 0.6720, decode.d0.loss_cls: 1.8364, decode.d0.loss_mask: 0.4815, decode.d0.loss_dice: 0.7774, decode.d1.loss_cls: 0.2737, decode.d1.loss_mask: 0.4543, decode.d1.loss_dice: 0.7116, decode.d2.loss_cls: 0.2263, decode.d2.loss_mask: 0.4483, decode.d2.loss_dice: 0.6922, decode.d3.loss_cls: 0.2082, decode.d3.loss_mask: 0.4426, decode.d3.loss_dice: 0.6815, decode.d4.loss_cls: 0.2011, decode.d4.loss_mask: 0.4401, decode.d4.loss_dice: 0.6773, decode.d5.loss_cls: 0.1934, decode.d5.loss_mask: 0.4416, decode.d5.loss_dice: 0.6738, decode.d6.loss_cls: 0.1910, decode.d6.loss_mask: 0.4403, decode.d6.loss_dice: 0.6731, decode.d7.loss_cls: 0.1874, decode.d7.loss_mask: 0.4405, decode.d7.loss_dice: 0.6715, decode.d8.loss_cls: 0.1871, decode.d8.loss_mask: 0.4389, decode.d8.loss_dice: 0.6688, loss: 15.0636 2022-04-27 17:14:28,293 - mmseg - INFO - Iter [134650/160000] lr: 2.275e-07, eta: 7:38:48, time: 1.082, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1610, decode.loss_mask: 0.4225, decode.loss_dice: 0.6490, decode.d0.loss_cls: 1.8279, decode.d0.loss_mask: 0.4678, decode.d0.loss_dice: 0.7618, decode.d1.loss_cls: 0.2469, decode.d1.loss_mask: 0.4401, decode.d1.loss_dice: 0.6951, decode.d2.loss_cls: 0.2021, decode.d2.loss_mask: 0.4320, decode.d2.loss_dice: 0.6794, decode.d3.loss_cls: 0.1812, decode.d3.loss_mask: 0.4273, decode.d3.loss_dice: 0.6642, decode.d4.loss_cls: 0.1760, decode.d4.loss_mask: 0.4255, decode.d4.loss_dice: 0.6604, decode.d5.loss_cls: 0.1676, decode.d5.loss_mask: 0.4235, decode.d5.loss_dice: 0.6603, decode.d6.loss_cls: 0.1631, decode.d6.loss_mask: 0.4229, decode.d6.loss_dice: 0.6528, decode.d7.loss_cls: 0.1675, decode.d7.loss_mask: 0.4227, decode.d7.loss_dice: 0.6553, decode.d8.loss_cls: 0.1669, decode.d8.loss_mask: 0.4221, decode.d8.loss_dice: 0.6520, loss: 14.4968 2022-04-27 17:15:22,143 - mmseg - INFO - Iter [134700/160000] lr: 2.270e-07, eta: 7:37:53, time: 1.078, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1797, decode.loss_mask: 0.4224, decode.loss_dice: 0.6806, decode.d0.loss_cls: 1.9014, decode.d0.loss_mask: 0.4633, decode.d0.loss_dice: 0.7842, decode.d1.loss_cls: 0.2654, decode.d1.loss_mask: 0.4389, decode.d1.loss_dice: 0.7188, decode.d2.loss_cls: 0.2242, decode.d2.loss_mask: 0.4305, decode.d2.loss_dice: 0.7031, decode.d3.loss_cls: 0.1998, decode.d3.loss_mask: 0.4259, decode.d3.loss_dice: 0.6887, decode.d4.loss_cls: 0.1920, decode.d4.loss_mask: 0.4258, decode.d4.loss_dice: 0.6878, decode.d5.loss_cls: 0.1811, decode.d5.loss_mask: 0.4234, decode.d5.loss_dice: 0.6827, decode.d6.loss_cls: 0.1840, decode.d6.loss_mask: 0.4238, decode.d6.loss_dice: 0.6779, decode.d7.loss_cls: 0.1842, decode.d7.loss_mask: 0.4221, decode.d7.loss_dice: 0.6792, decode.d8.loss_cls: 0.1742, decode.d8.loss_mask: 0.4232, decode.d8.loss_dice: 0.6806, loss: 14.9690 2022-04-27 17:16:16,180 - mmseg - INFO - Iter [134750/160000] lr: 2.266e-07, eta: 7:36:59, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1875, decode.loss_mask: 0.4302, decode.loss_dice: 0.6498, decode.d0.loss_cls: 1.8009, decode.d0.loss_mask: 0.4711, decode.d0.loss_dice: 0.7493, decode.d1.loss_cls: 0.2592, decode.d1.loss_mask: 0.4468, decode.d1.loss_dice: 0.6834, decode.d2.loss_cls: 0.2200, decode.d2.loss_mask: 0.4372, decode.d2.loss_dice: 0.6654, decode.d3.loss_cls: 0.2028, decode.d3.loss_mask: 0.4336, decode.d3.loss_dice: 0.6531, decode.d4.loss_cls: 0.1988, decode.d4.loss_mask: 0.4330, decode.d4.loss_dice: 0.6521, decode.d5.loss_cls: 0.1935, decode.d5.loss_mask: 0.4318, decode.d5.loss_dice: 0.6550, decode.d6.loss_cls: 0.1889, decode.d6.loss_mask: 0.4318, decode.d6.loss_dice: 0.6532, decode.d7.loss_cls: 0.1833, decode.d7.loss_mask: 0.4316, decode.d7.loss_dice: 0.6494, decode.d8.loss_cls: 0.1844, decode.d8.loss_mask: 0.4303, decode.d8.loss_dice: 0.6481, loss: 14.6557 2022-04-27 17:17:10,389 - mmseg - INFO - Iter [134800/160000] lr: 2.261e-07, eta: 7:36:05, time: 1.084, data_time: 0.016, memory: 64049, decode.loss_cls: 0.2047, decode.loss_mask: 0.4446, decode.loss_dice: 0.6850, decode.d0.loss_cls: 1.8863, decode.d0.loss_mask: 0.4932, decode.d0.loss_dice: 0.7985, decode.d1.loss_cls: 0.2849, decode.d1.loss_mask: 0.4638, decode.d1.loss_dice: 0.7283, decode.d2.loss_cls: 0.2397, decode.d2.loss_mask: 0.4557, decode.d2.loss_dice: 0.7052, decode.d3.loss_cls: 0.2214, decode.d3.loss_mask: 0.4508, decode.d3.loss_dice: 0.6982, decode.d4.loss_cls: 0.2130, decode.d4.loss_mask: 0.4487, decode.d4.loss_dice: 0.6963, decode.d5.loss_cls: 0.2113, decode.d5.loss_mask: 0.4478, decode.d5.loss_dice: 0.6907, decode.d6.loss_cls: 0.2130, decode.d6.loss_mask: 0.4481, decode.d6.loss_dice: 0.6885, decode.d7.loss_cls: 0.2046, decode.d7.loss_mask: 0.4464, decode.d7.loss_dice: 0.6869, decode.d8.loss_cls: 0.2103, decode.d8.loss_mask: 0.4465, decode.d8.loss_dice: 0.6860, loss: 15.4984 2022-04-27 17:18:04,195 - mmseg - INFO - Iter [134850/160000] lr: 2.257e-07, eta: 7:35:10, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1986, decode.loss_mask: 0.4300, decode.loss_dice: 0.6971, decode.d0.loss_cls: 1.8611, decode.d0.loss_mask: 0.4779, decode.d0.loss_dice: 0.8061, decode.d1.loss_cls: 0.2838, decode.d1.loss_mask: 0.4493, decode.d1.loss_dice: 0.7460, decode.d2.loss_cls: 0.2319, decode.d2.loss_mask: 0.4388, decode.d2.loss_dice: 0.7230, decode.d3.loss_cls: 0.2195, decode.d3.loss_mask: 0.4365, decode.d3.loss_dice: 0.7108, decode.d4.loss_cls: 0.2179, decode.d4.loss_mask: 0.4336, decode.d4.loss_dice: 0.7044, decode.d5.loss_cls: 0.2035, decode.d5.loss_mask: 0.4335, decode.d5.loss_dice: 0.7044, decode.d6.loss_cls: 0.2073, decode.d6.loss_mask: 0.4320, decode.d6.loss_dice: 0.6993, decode.d7.loss_cls: 0.2029, decode.d7.loss_mask: 0.4320, decode.d7.loss_dice: 0.7016, decode.d8.loss_cls: 0.1952, decode.d8.loss_mask: 0.4317, decode.d8.loss_dice: 0.6984, loss: 15.4081 2022-04-27 17:18:57,466 - mmseg - INFO - Iter [134900/160000] lr: 2.252e-07, eta: 7:34:16, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1957, decode.loss_mask: 0.4498, decode.loss_dice: 0.6994, decode.d0.loss_cls: 1.8218, decode.d0.loss_mask: 0.4928, decode.d0.loss_dice: 0.8012, decode.d1.loss_cls: 0.2733, decode.d1.loss_mask: 0.4648, decode.d1.loss_dice: 0.7397, decode.d2.loss_cls: 0.2297, decode.d2.loss_mask: 0.4580, decode.d2.loss_dice: 0.7250, decode.d3.loss_cls: 0.2114, decode.d3.loss_mask: 0.4531, decode.d3.loss_dice: 0.7064, decode.d4.loss_cls: 0.2084, decode.d4.loss_mask: 0.4511, decode.d4.loss_dice: 0.7066, decode.d5.loss_cls: 0.2055, decode.d5.loss_mask: 0.4512, decode.d5.loss_dice: 0.7046, decode.d6.loss_cls: 0.1971, decode.d6.loss_mask: 0.4509, decode.d6.loss_dice: 0.6985, decode.d7.loss_cls: 0.1954, decode.d7.loss_mask: 0.4510, decode.d7.loss_dice: 0.7005, decode.d8.loss_cls: 0.1938, decode.d8.loss_mask: 0.4490, decode.d8.loss_dice: 0.6982, loss: 15.4838 2022-04-27 17:19:51,116 - mmseg - INFO - Iter [134950/160000] lr: 2.248e-07, eta: 7:33:21, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1798, decode.loss_mask: 0.4163, decode.loss_dice: 0.6652, decode.d0.loss_cls: 1.8257, decode.d0.loss_mask: 0.4558, decode.d0.loss_dice: 0.7614, decode.d1.loss_cls: 0.2705, decode.d1.loss_mask: 0.4317, decode.d1.loss_dice: 0.7035, decode.d2.loss_cls: 0.2277, decode.d2.loss_mask: 0.4251, decode.d2.loss_dice: 0.6827, decode.d3.loss_cls: 0.2026, decode.d3.loss_mask: 0.4223, decode.d3.loss_dice: 0.6711, decode.d4.loss_cls: 0.1937, decode.d4.loss_mask: 0.4210, decode.d4.loss_dice: 0.6674, decode.d5.loss_cls: 0.1904, decode.d5.loss_mask: 0.4200, decode.d5.loss_dice: 0.6698, decode.d6.loss_cls: 0.1900, decode.d6.loss_mask: 0.4192, decode.d6.loss_dice: 0.6637, decode.d7.loss_cls: 0.1830, decode.d7.loss_mask: 0.4179, decode.d7.loss_dice: 0.6639, decode.d8.loss_cls: 0.1797, decode.d8.loss_mask: 0.4165, decode.d8.loss_dice: 0.6643, loss: 14.7018 2022-04-27 17:20:43,874 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 17:20:43,878 - mmseg - INFO - Iter [135000/160000] lr: 2.244e-07, eta: 7:32:27, time: 1.055, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1552, decode.loss_mask: 0.4245, decode.loss_dice: 0.6635, decode.d0.loss_cls: 1.8133, decode.d0.loss_mask: 0.4671, decode.d0.loss_dice: 0.7546, decode.d1.loss_cls: 0.2258, decode.d1.loss_mask: 0.4391, decode.d1.loss_dice: 0.6977, decode.d2.loss_cls: 0.1875, decode.d2.loss_mask: 0.4332, decode.d2.loss_dice: 0.6782, decode.d3.loss_cls: 0.1764, decode.d3.loss_mask: 0.4298, decode.d3.loss_dice: 0.6706, decode.d4.loss_cls: 0.1660, decode.d4.loss_mask: 0.4289, decode.d4.loss_dice: 0.6689, decode.d5.loss_cls: 0.1653, decode.d5.loss_mask: 0.4272, decode.d5.loss_dice: 0.6642, decode.d6.loss_cls: 0.1609, decode.d6.loss_mask: 0.4268, decode.d6.loss_dice: 0.6632, decode.d7.loss_cls: 0.1625, decode.d7.loss_mask: 0.4262, decode.d7.loss_dice: 0.6653, decode.d8.loss_cls: 0.1545, decode.d8.loss_mask: 0.4245, decode.d8.loss_dice: 0.6628, loss: 14.4836 2022-04-27 17:21:37,833 - mmseg - INFO - Iter [135050/160000] lr: 2.239e-07, eta: 7:31:33, time: 1.079, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1665, decode.loss_mask: 0.4311, decode.loss_dice: 0.6787, decode.d0.loss_cls: 1.8642, decode.d0.loss_mask: 0.4725, decode.d0.loss_dice: 0.7787, decode.d1.loss_cls: 0.2597, decode.d1.loss_mask: 0.4474, decode.d1.loss_dice: 0.7236, decode.d2.loss_cls: 0.2085, decode.d2.loss_mask: 0.4386, decode.d2.loss_dice: 0.7016, decode.d3.loss_cls: 0.1896, decode.d3.loss_mask: 0.4358, decode.d3.loss_dice: 0.6847, decode.d4.loss_cls: 0.1798, decode.d4.loss_mask: 0.4334, decode.d4.loss_dice: 0.6851, decode.d5.loss_cls: 0.1749, decode.d5.loss_mask: 0.4330, decode.d5.loss_dice: 0.6873, decode.d6.loss_cls: 0.1729, decode.d6.loss_mask: 0.4322, decode.d6.loss_dice: 0.6773, decode.d7.loss_cls: 0.1682, decode.d7.loss_mask: 0.4302, decode.d7.loss_dice: 0.6809, decode.d8.loss_cls: 0.1680, decode.d8.loss_mask: 0.4302, decode.d8.loss_dice: 0.6790, loss: 14.9135 2022-04-27 17:22:31,045 - mmseg - INFO - Iter [135100/160000] lr: 2.235e-07, eta: 7:30:38, time: 1.064, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1781, decode.loss_mask: 0.4196, decode.loss_dice: 0.6734, decode.d0.loss_cls: 1.8492, decode.d0.loss_mask: 0.4599, decode.d0.loss_dice: 0.7779, decode.d1.loss_cls: 0.2656, decode.d1.loss_mask: 0.4351, decode.d1.loss_dice: 0.7091, decode.d2.loss_cls: 0.2159, decode.d2.loss_mask: 0.4284, decode.d2.loss_dice: 0.6909, decode.d3.loss_cls: 0.2007, decode.d3.loss_mask: 0.4246, decode.d3.loss_dice: 0.6777, decode.d4.loss_cls: 0.1895, decode.d4.loss_mask: 0.4230, decode.d4.loss_dice: 0.6794, decode.d5.loss_cls: 0.1873, decode.d5.loss_mask: 0.4215, decode.d5.loss_dice: 0.6747, decode.d6.loss_cls: 0.1769, decode.d6.loss_mask: 0.4213, decode.d6.loss_dice: 0.6742, decode.d7.loss_cls: 0.1784, decode.d7.loss_mask: 0.4203, decode.d7.loss_dice: 0.6723, decode.d8.loss_cls: 0.1756, decode.d8.loss_mask: 0.4200, decode.d8.loss_dice: 0.6750, loss: 14.7956 2022-04-27 17:23:27,067 - mmseg - INFO - Iter [135150/160000] lr: 2.230e-07, eta: 7:29:44, time: 1.120, data_time: 0.063, memory: 64049, decode.loss_cls: 0.1571, decode.loss_mask: 0.4196, decode.loss_dice: 0.6472, decode.d0.loss_cls: 1.8097, decode.d0.loss_mask: 0.4586, decode.d0.loss_dice: 0.7493, decode.d1.loss_cls: 0.2328, decode.d1.loss_mask: 0.4345, decode.d1.loss_dice: 0.6892, decode.d2.loss_cls: 0.1974, decode.d2.loss_mask: 0.4272, decode.d2.loss_dice: 0.6682, decode.d3.loss_cls: 0.1730, decode.d3.loss_mask: 0.4235, decode.d3.loss_dice: 0.6579, decode.d4.loss_cls: 0.1677, decode.d4.loss_mask: 0.4233, decode.d4.loss_dice: 0.6573, decode.d5.loss_cls: 0.1550, decode.d5.loss_mask: 0.4229, decode.d5.loss_dice: 0.6548, decode.d6.loss_cls: 0.1683, decode.d6.loss_mask: 0.4191, decode.d6.loss_dice: 0.6502, decode.d7.loss_cls: 0.1573, decode.d7.loss_mask: 0.4206, decode.d7.loss_dice: 0.6537, decode.d8.loss_cls: 0.1615, decode.d8.loss_mask: 0.4205, decode.d8.loss_dice: 0.6477, loss: 14.3251 2022-04-27 17:24:21,113 - mmseg - INFO - Iter [135200/160000] lr: 2.226e-07, eta: 7:28:50, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2077, decode.loss_mask: 0.4349, decode.loss_dice: 0.6894, decode.d0.loss_cls: 1.8578, decode.d0.loss_mask: 0.4797, decode.d0.loss_dice: 0.7964, decode.d1.loss_cls: 0.2842, decode.d1.loss_mask: 0.4552, decode.d1.loss_dice: 0.7372, decode.d2.loss_cls: 0.2420, decode.d2.loss_mask: 0.4453, decode.d2.loss_dice: 0.7126, decode.d3.loss_cls: 0.2210, decode.d3.loss_mask: 0.4416, decode.d3.loss_dice: 0.7043, decode.d4.loss_cls: 0.2141, decode.d4.loss_mask: 0.4389, decode.d4.loss_dice: 0.6993, decode.d5.loss_cls: 0.2106, decode.d5.loss_mask: 0.4373, decode.d5.loss_dice: 0.6990, decode.d6.loss_cls: 0.2044, decode.d6.loss_mask: 0.4362, decode.d6.loss_dice: 0.6946, decode.d7.loss_cls: 0.2067, decode.d7.loss_mask: 0.4350, decode.d7.loss_dice: 0.6923, decode.d8.loss_cls: 0.2061, decode.d8.loss_mask: 0.4356, decode.d8.loss_dice: 0.6940, loss: 15.4132 2022-04-27 17:25:15,281 - mmseg - INFO - Iter [135250/160000] lr: 2.221e-07, eta: 7:27:55, time: 1.083, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1607, decode.loss_mask: 0.4255, decode.loss_dice: 0.6598, decode.d0.loss_cls: 1.8431, decode.d0.loss_mask: 0.4709, decode.d0.loss_dice: 0.7679, decode.d1.loss_cls: 0.2509, decode.d1.loss_mask: 0.4416, decode.d1.loss_dice: 0.7014, decode.d2.loss_cls: 0.2093, decode.d2.loss_mask: 0.4346, decode.d2.loss_dice: 0.6809, decode.d3.loss_cls: 0.1814, decode.d3.loss_mask: 0.4297, decode.d3.loss_dice: 0.6692, decode.d4.loss_cls: 0.1779, decode.d4.loss_mask: 0.4275, decode.d4.loss_dice: 0.6650, decode.d5.loss_cls: 0.1702, decode.d5.loss_mask: 0.4273, decode.d5.loss_dice: 0.6644, decode.d6.loss_cls: 0.1638, decode.d6.loss_mask: 0.4255, decode.d6.loss_dice: 0.6619, decode.d7.loss_cls: 0.1670, decode.d7.loss_mask: 0.4248, decode.d7.loss_dice: 0.6619, decode.d8.loss_cls: 0.1629, decode.d8.loss_mask: 0.4246, decode.d8.loss_dice: 0.6591, loss: 14.6106 2022-04-27 17:26:08,360 - mmseg - INFO - Iter [135300/160000] lr: 2.217e-07, eta: 7:27:01, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1789, decode.loss_mask: 0.4191, decode.loss_dice: 0.6855, decode.d0.loss_cls: 1.8497, decode.d0.loss_mask: 0.4634, decode.d0.loss_dice: 0.7887, decode.d1.loss_cls: 0.2548, decode.d1.loss_mask: 0.4358, decode.d1.loss_dice: 0.7282, decode.d2.loss_cls: 0.2249, decode.d2.loss_mask: 0.4282, decode.d2.loss_dice: 0.7074, decode.d3.loss_cls: 0.2051, decode.d3.loss_mask: 0.4255, decode.d3.loss_dice: 0.6950, decode.d4.loss_cls: 0.1881, decode.d4.loss_mask: 0.4240, decode.d4.loss_dice: 0.6917, decode.d5.loss_cls: 0.1805, decode.d5.loss_mask: 0.4219, decode.d5.loss_dice: 0.6946, decode.d6.loss_cls: 0.1815, decode.d6.loss_mask: 0.4217, decode.d6.loss_dice: 0.6893, decode.d7.loss_cls: 0.1773, decode.d7.loss_mask: 0.4196, decode.d7.loss_dice: 0.6916, decode.d8.loss_cls: 0.1719, decode.d8.loss_mask: 0.4198, decode.d8.loss_dice: 0.6898, loss: 14.9535 2022-04-27 17:27:01,874 - mmseg - INFO - Iter [135350/160000] lr: 2.212e-07, eta: 7:26:06, time: 1.070, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1748, decode.loss_mask: 0.4302, decode.loss_dice: 0.6797, decode.d0.loss_cls: 1.7727, decode.d0.loss_mask: 0.4663, decode.d0.loss_dice: 0.7789, decode.d1.loss_cls: 0.2513, decode.d1.loss_mask: 0.4468, decode.d1.loss_dice: 0.7220, decode.d2.loss_cls: 0.2177, decode.d2.loss_mask: 0.4401, decode.d2.loss_dice: 0.6975, decode.d3.loss_cls: 0.1895, decode.d3.loss_mask: 0.4349, decode.d3.loss_dice: 0.6839, decode.d4.loss_cls: 0.1883, decode.d4.loss_mask: 0.4324, decode.d4.loss_dice: 0.6854, decode.d5.loss_cls: 0.1854, decode.d5.loss_mask: 0.4325, decode.d5.loss_dice: 0.6874, decode.d6.loss_cls: 0.1795, decode.d6.loss_mask: 0.4322, decode.d6.loss_dice: 0.6774, decode.d7.loss_cls: 0.1772, decode.d7.loss_mask: 0.4304, decode.d7.loss_dice: 0.6797, decode.d8.loss_cls: 0.1773, decode.d8.loss_mask: 0.4302, decode.d8.loss_dice: 0.6775, loss: 14.8591 2022-04-27 17:27:55,148 - mmseg - INFO - Iter [135400/160000] lr: 2.208e-07, eta: 7:25:12, time: 1.065, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1667, decode.loss_mask: 0.4304, decode.loss_dice: 0.6739, decode.d0.loss_cls: 1.7977, decode.d0.loss_mask: 0.4780, decode.d0.loss_dice: 0.7801, decode.d1.loss_cls: 0.2602, decode.d1.loss_mask: 0.4476, decode.d1.loss_dice: 0.7128, decode.d2.loss_cls: 0.2169, decode.d2.loss_mask: 0.4417, decode.d2.loss_dice: 0.6937, decode.d3.loss_cls: 0.1970, decode.d3.loss_mask: 0.4341, decode.d3.loss_dice: 0.6828, decode.d4.loss_cls: 0.1875, decode.d4.loss_mask: 0.4336, decode.d4.loss_dice: 0.6795, decode.d5.loss_cls: 0.1756, decode.d5.loss_mask: 0.4334, decode.d5.loss_dice: 0.6802, decode.d6.loss_cls: 0.1752, decode.d6.loss_mask: 0.4323, decode.d6.loss_dice: 0.6724, decode.d7.loss_cls: 0.1697, decode.d7.loss_mask: 0.4320, decode.d7.loss_dice: 0.6751, decode.d8.loss_cls: 0.1709, decode.d8.loss_mask: 0.4306, decode.d8.loss_dice: 0.6708, loss: 14.8324 2022-04-27 17:28:49,075 - mmseg - INFO - Iter [135450/160000] lr: 2.203e-07, eta: 7:24:18, time: 1.081, data_time: 0.017, memory: 64049, decode.loss_cls: 0.1786, decode.loss_mask: 0.4297, decode.loss_dice: 0.6667, decode.d0.loss_cls: 1.8477, decode.d0.loss_mask: 0.4736, decode.d0.loss_dice: 0.7696, decode.d1.loss_cls: 0.2601, decode.d1.loss_mask: 0.4488, decode.d1.loss_dice: 0.7080, decode.d2.loss_cls: 0.2109, decode.d2.loss_mask: 0.4438, decode.d2.loss_dice: 0.6900, decode.d3.loss_cls: 0.1947, decode.d3.loss_mask: 0.4362, decode.d3.loss_dice: 0.6733, decode.d4.loss_cls: 0.1884, decode.d4.loss_mask: 0.4362, decode.d4.loss_dice: 0.6725, decode.d5.loss_cls: 0.1831, decode.d5.loss_mask: 0.4335, decode.d5.loss_dice: 0.6706, decode.d6.loss_cls: 0.1816, decode.d6.loss_mask: 0.4328, decode.d6.loss_dice: 0.6659, decode.d7.loss_cls: 0.1773, decode.d7.loss_mask: 0.4321, decode.d7.loss_dice: 0.6683, decode.d8.loss_cls: 0.1769, decode.d8.loss_mask: 0.4324, decode.d8.loss_dice: 0.6660, loss: 14.8492 2022-04-27 17:29:43,045 - mmseg - INFO - Iter [135500/160000] lr: 2.199e-07, eta: 7:23:23, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1756, decode.loss_mask: 0.4214, decode.loss_dice: 0.6923, decode.d0.loss_cls: 1.9133, decode.d0.loss_mask: 0.4651, decode.d0.loss_dice: 0.8025, decode.d1.loss_cls: 0.2687, decode.d1.loss_mask: 0.4399, decode.d1.loss_dice: 0.7396, decode.d2.loss_cls: 0.2169, decode.d2.loss_mask: 0.4331, decode.d2.loss_dice: 0.7149, decode.d3.loss_cls: 0.1971, decode.d3.loss_mask: 0.4288, decode.d3.loss_dice: 0.7025, decode.d4.loss_cls: 0.1929, decode.d4.loss_mask: 0.4253, decode.d4.loss_dice: 0.6994, decode.d5.loss_cls: 0.1880, decode.d5.loss_mask: 0.4250, decode.d5.loss_dice: 0.6995, decode.d6.loss_cls: 0.1797, decode.d6.loss_mask: 0.4245, decode.d6.loss_dice: 0.6933, decode.d7.loss_cls: 0.1858, decode.d7.loss_mask: 0.4238, decode.d7.loss_dice: 0.6936, decode.d8.loss_cls: 0.1836, decode.d8.loss_mask: 0.4221, decode.d8.loss_dice: 0.6933, loss: 15.1415 2022-04-27 17:30:36,862 - mmseg - INFO - Iter [135550/160000] lr: 2.194e-07, eta: 7:22:29, time: 1.076, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1730, decode.loss_mask: 0.4365, decode.loss_dice: 0.6999, decode.d0.loss_cls: 1.8129, decode.d0.loss_mask: 0.4786, decode.d0.loss_dice: 0.7973, decode.d1.loss_cls: 0.2418, decode.d1.loss_mask: 0.4529, decode.d1.loss_dice: 0.7338, decode.d2.loss_cls: 0.2155, decode.d2.loss_mask: 0.4443, decode.d2.loss_dice: 0.7162, decode.d3.loss_cls: 0.1934, decode.d3.loss_mask: 0.4397, decode.d3.loss_dice: 0.7073, decode.d4.loss_cls: 0.1844, decode.d4.loss_mask: 0.4387, decode.d4.loss_dice: 0.7045, decode.d5.loss_cls: 0.1810, decode.d5.loss_mask: 0.4372, decode.d5.loss_dice: 0.7027, decode.d6.loss_cls: 0.1792, decode.d6.loss_mask: 0.4366, decode.d6.loss_dice: 0.6995, decode.d7.loss_cls: 0.1780, decode.d7.loss_mask: 0.4357, decode.d7.loss_dice: 0.6966, decode.d8.loss_cls: 0.1775, decode.d8.loss_mask: 0.4341, decode.d8.loss_dice: 0.6951, loss: 15.1241 2022-04-27 17:31:29,917 - mmseg - INFO - Iter [135600/160000] lr: 2.190e-07, eta: 7:21:34, time: 1.059, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1578, decode.loss_mask: 0.4269, decode.loss_dice: 0.6693, decode.d0.loss_cls: 1.8021, decode.d0.loss_mask: 0.4713, decode.d0.loss_dice: 0.7636, decode.d1.loss_cls: 0.2260, decode.d1.loss_mask: 0.4443, decode.d1.loss_dice: 0.7034, decode.d2.loss_cls: 0.1888, decode.d2.loss_mask: 0.4351, decode.d2.loss_dice: 0.6865, decode.d3.loss_cls: 0.1809, decode.d3.loss_mask: 0.4312, decode.d3.loss_dice: 0.6725, decode.d4.loss_cls: 0.1657, decode.d4.loss_mask: 0.4293, decode.d4.loss_dice: 0.6714, decode.d5.loss_cls: 0.1652, decode.d5.loss_mask: 0.4297, decode.d5.loss_dice: 0.6733, decode.d6.loss_cls: 0.1621, decode.d6.loss_mask: 0.4288, decode.d6.loss_dice: 0.6664, decode.d7.loss_cls: 0.1578, decode.d7.loss_mask: 0.4276, decode.d7.loss_dice: 0.6663, decode.d8.loss_cls: 0.1590, decode.d8.loss_mask: 0.4268, decode.d8.loss_dice: 0.6665, loss: 14.5555 2022-04-27 17:32:23,914 - mmseg - INFO - Iter [135650/160000] lr: 2.185e-07, eta: 7:20:40, time: 1.082, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1833, decode.loss_mask: 0.4271, decode.loss_dice: 0.6857, decode.d0.loss_cls: 1.8254, decode.d0.loss_mask: 0.4642, decode.d0.loss_dice: 0.7877, decode.d1.loss_cls: 0.2589, decode.d1.loss_mask: 0.4411, decode.d1.loss_dice: 0.7277, decode.d2.loss_cls: 0.2182, decode.d2.loss_mask: 0.4347, decode.d2.loss_dice: 0.7066, decode.d3.loss_cls: 0.2027, decode.d3.loss_mask: 0.4300, decode.d3.loss_dice: 0.6950, decode.d4.loss_cls: 0.1937, decode.d4.loss_mask: 0.4281, decode.d4.loss_dice: 0.6903, decode.d5.loss_cls: 0.1882, decode.d5.loss_mask: 0.4272, decode.d5.loss_dice: 0.6910, decode.d6.loss_cls: 0.1855, decode.d6.loss_mask: 0.4273, decode.d6.loss_dice: 0.6841, decode.d7.loss_cls: 0.1793, decode.d7.loss_mask: 0.4255, decode.d7.loss_dice: 0.6860, decode.d8.loss_cls: 0.1809, decode.d8.loss_mask: 0.4263, decode.d8.loss_dice: 0.6836, loss: 14.9855 2022-04-27 17:33:17,713 - mmseg - INFO - Iter [135700/160000] lr: 2.181e-07, eta: 7:19:46, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1645, decode.loss_mask: 0.4252, decode.loss_dice: 0.6811, decode.d0.loss_cls: 1.8727, decode.d0.loss_mask: 0.4642, decode.d0.loss_dice: 0.7763, decode.d1.loss_cls: 0.2492, decode.d1.loss_mask: 0.4407, decode.d1.loss_dice: 0.7197, decode.d2.loss_cls: 0.2097, decode.d2.loss_mask: 0.4327, decode.d2.loss_dice: 0.6990, decode.d3.loss_cls: 0.1932, decode.d3.loss_mask: 0.4289, decode.d3.loss_dice: 0.6885, decode.d4.loss_cls: 0.1847, decode.d4.loss_mask: 0.4280, decode.d4.loss_dice: 0.6862, decode.d5.loss_cls: 0.1748, decode.d5.loss_mask: 0.4275, decode.d5.loss_dice: 0.6848, decode.d6.loss_cls: 0.1731, decode.d6.loss_mask: 0.4266, decode.d6.loss_dice: 0.6832, decode.d7.loss_cls: 0.1725, decode.d7.loss_mask: 0.4252, decode.d7.loss_dice: 0.6811, decode.d8.loss_cls: 0.1683, decode.d8.loss_mask: 0.4255, decode.d8.loss_dice: 0.6823, loss: 14.8696 2022-04-27 17:34:10,346 - mmseg - INFO - Iter [135750/160000] lr: 2.176e-07, eta: 7:18:51, time: 1.052, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1849, decode.loss_mask: 0.4271, decode.loss_dice: 0.6782, decode.d0.loss_cls: 1.8228, decode.d0.loss_mask: 0.4729, decode.d0.loss_dice: 0.7750, decode.d1.loss_cls: 0.2763, decode.d1.loss_mask: 0.4447, decode.d1.loss_dice: 0.7156, decode.d2.loss_cls: 0.2245, decode.d2.loss_mask: 0.4365, decode.d2.loss_dice: 0.6985, decode.d3.loss_cls: 0.2036, decode.d3.loss_mask: 0.4328, decode.d3.loss_dice: 0.6828, decode.d4.loss_cls: 0.1963, decode.d4.loss_mask: 0.4304, decode.d4.loss_dice: 0.6789, decode.d5.loss_cls: 0.1910, decode.d5.loss_mask: 0.4295, decode.d5.loss_dice: 0.6828, decode.d6.loss_cls: 0.1886, decode.d6.loss_mask: 0.4282, decode.d6.loss_dice: 0.6799, decode.d7.loss_cls: 0.1827, decode.d7.loss_mask: 0.4278, decode.d7.loss_dice: 0.6766, decode.d8.loss_cls: 0.1938, decode.d8.loss_mask: 0.4270, decode.d8.loss_dice: 0.6755, loss: 14.9651 2022-04-27 17:35:04,440 - mmseg - INFO - Iter [135800/160000] lr: 2.172e-07, eta: 7:17:57, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1869, decode.loss_mask: 0.4344, decode.loss_dice: 0.7050, decode.d0.loss_cls: 1.8829, decode.d0.loss_mask: 0.4735, decode.d0.loss_dice: 0.8074, decode.d1.loss_cls: 0.2742, decode.d1.loss_mask: 0.4516, decode.d1.loss_dice: 0.7443, decode.d2.loss_cls: 0.2232, decode.d2.loss_mask: 0.4427, decode.d2.loss_dice: 0.7243, decode.d3.loss_cls: 0.2156, decode.d3.loss_mask: 0.4410, decode.d3.loss_dice: 0.7101, decode.d4.loss_cls: 0.1998, decode.d4.loss_mask: 0.4382, decode.d4.loss_dice: 0.7112, decode.d5.loss_cls: 0.1962, decode.d5.loss_mask: 0.4383, decode.d5.loss_dice: 0.7095, decode.d6.loss_cls: 0.1955, decode.d6.loss_mask: 0.4355, decode.d6.loss_dice: 0.7058, decode.d7.loss_cls: 0.1902, decode.d7.loss_mask: 0.4370, decode.d7.loss_dice: 0.7072, decode.d8.loss_cls: 0.1873, decode.d8.loss_mask: 0.4362, decode.d8.loss_dice: 0.7087, loss: 15.4138 2022-04-27 17:35:58,143 - mmseg - INFO - Iter [135850/160000] lr: 2.167e-07, eta: 7:17:02, time: 1.074, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1750, decode.loss_mask: 0.4399, decode.loss_dice: 0.6896, decode.d0.loss_cls: 1.8643, decode.d0.loss_mask: 0.4859, decode.d0.loss_dice: 0.7899, decode.d1.loss_cls: 0.2559, decode.d1.loss_mask: 0.4573, decode.d1.loss_dice: 0.7290, decode.d2.loss_cls: 0.2160, decode.d2.loss_mask: 0.4487, decode.d2.loss_dice: 0.7106, decode.d3.loss_cls: 0.1993, decode.d3.loss_mask: 0.4462, decode.d3.loss_dice: 0.7008, decode.d4.loss_cls: 0.1875, decode.d4.loss_mask: 0.4440, decode.d4.loss_dice: 0.6999, decode.d5.loss_cls: 0.1873, decode.d5.loss_mask: 0.4421, decode.d5.loss_dice: 0.6987, decode.d6.loss_cls: 0.1835, decode.d6.loss_mask: 0.4429, decode.d6.loss_dice: 0.6924, decode.d7.loss_cls: 0.1775, decode.d7.loss_mask: 0.4418, decode.d7.loss_dice: 0.6907, decode.d8.loss_cls: 0.1733, decode.d8.loss_mask: 0.4409, decode.d8.loss_dice: 0.6920, loss: 15.2029 2022-04-27 17:36:51,672 - mmseg - INFO - Iter [135900/160000] lr: 2.163e-07, eta: 7:16:08, time: 1.070, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2055, decode.loss_mask: 0.4301, decode.loss_dice: 0.6827, decode.d0.loss_cls: 1.9075, decode.d0.loss_mask: 0.4769, decode.d0.loss_dice: 0.7908, decode.d1.loss_cls: 0.2860, decode.d1.loss_mask: 0.4467, decode.d1.loss_dice: 0.7252, decode.d2.loss_cls: 0.2391, decode.d2.loss_mask: 0.4385, decode.d2.loss_dice: 0.7048, decode.d3.loss_cls: 0.2238, decode.d3.loss_mask: 0.4344, decode.d3.loss_dice: 0.6968, decode.d4.loss_cls: 0.2082, decode.d4.loss_mask: 0.4341, decode.d4.loss_dice: 0.6955, decode.d5.loss_cls: 0.2145, decode.d5.loss_mask: 0.4314, decode.d5.loss_dice: 0.6939, decode.d6.loss_cls: 0.2050, decode.d6.loss_mask: 0.4319, decode.d6.loss_dice: 0.6854, decode.d7.loss_cls: 0.2050, decode.d7.loss_mask: 0.4311, decode.d7.loss_dice: 0.6852, decode.d8.loss_cls: 0.2003, decode.d8.loss_mask: 0.4294, decode.d8.loss_dice: 0.6884, loss: 15.3281 2022-04-27 17:37:44,448 - mmseg - INFO - Iter [135950/160000] lr: 2.158e-07, eta: 7:15:13, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1782, decode.loss_mask: 0.4477, decode.loss_dice: 0.7117, decode.d0.loss_cls: 1.8657, decode.d0.loss_mask: 0.4906, decode.d0.loss_dice: 0.8124, decode.d1.loss_cls: 0.2617, decode.d1.loss_mask: 0.4674, decode.d1.loss_dice: 0.7606, decode.d2.loss_cls: 0.2229, decode.d2.loss_mask: 0.4566, decode.d2.loss_dice: 0.7330, decode.d3.loss_cls: 0.1982, decode.d3.loss_mask: 0.4526, decode.d3.loss_dice: 0.7195, decode.d4.loss_cls: 0.1925, decode.d4.loss_mask: 0.4521, decode.d4.loss_dice: 0.7195, decode.d5.loss_cls: 0.1847, decode.d5.loss_mask: 0.4518, decode.d5.loss_dice: 0.7180, decode.d6.loss_cls: 0.1798, decode.d6.loss_mask: 0.4510, decode.d6.loss_dice: 0.7143, decode.d7.loss_cls: 0.1806, decode.d7.loss_mask: 0.4497, decode.d7.loss_dice: 0.7124, decode.d8.loss_cls: 0.1778, decode.d8.loss_mask: 0.4478, decode.d8.loss_dice: 0.7116, loss: 15.5228 2022-04-27 17:38:37,863 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 17:38:37,864 - mmseg - INFO - Iter [136000/160000] lr: 2.154e-07, eta: 7:14:19, time: 1.068, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1790, decode.loss_mask: 0.4432, decode.loss_dice: 0.7018, decode.d0.loss_cls: 1.8696, decode.d0.loss_mask: 0.4872, decode.d0.loss_dice: 0.8083, decode.d1.loss_cls: 0.2714, decode.d1.loss_mask: 0.4611, decode.d1.loss_dice: 0.7448, decode.d2.loss_cls: 0.2307, decode.d2.loss_mask: 0.4495, decode.d2.loss_dice: 0.7217, decode.d3.loss_cls: 0.2033, decode.d3.loss_mask: 0.4470, decode.d3.loss_dice: 0.7088, decode.d4.loss_cls: 0.1945, decode.d4.loss_mask: 0.4458, decode.d4.loss_dice: 0.7096, decode.d5.loss_cls: 0.1926, decode.d5.loss_mask: 0.4470, decode.d5.loss_dice: 0.7089, decode.d6.loss_cls: 0.1874, decode.d6.loss_mask: 0.4447, decode.d6.loss_dice: 0.7064, decode.d7.loss_cls: 0.1826, decode.d7.loss_mask: 0.4438, decode.d7.loss_dice: 0.7028, decode.d8.loss_cls: 0.1807, decode.d8.loss_mask: 0.4429, decode.d8.loss_dice: 0.7073, loss: 15.4245 2022-04-27 17:39:31,799 - mmseg - INFO - Iter [136050/160000] lr: 2.149e-07, eta: 7:13:25, time: 1.079, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1678, decode.loss_mask: 0.4331, decode.loss_dice: 0.6839, decode.d0.loss_cls: 1.8562, decode.d0.loss_mask: 0.4782, decode.d0.loss_dice: 0.7865, decode.d1.loss_cls: 0.2549, decode.d1.loss_mask: 0.4513, decode.d1.loss_dice: 0.7241, decode.d2.loss_cls: 0.2027, decode.d2.loss_mask: 0.4442, decode.d2.loss_dice: 0.7077, decode.d3.loss_cls: 0.1912, decode.d3.loss_mask: 0.4397, decode.d3.loss_dice: 0.6910, decode.d4.loss_cls: 0.1804, decode.d4.loss_mask: 0.4367, decode.d4.loss_dice: 0.6919, decode.d5.loss_cls: 0.1739, decode.d5.loss_mask: 0.4362, decode.d5.loss_dice: 0.6869, decode.d6.loss_cls: 0.1760, decode.d6.loss_mask: 0.4360, decode.d6.loss_dice: 0.6842, decode.d7.loss_cls: 0.1730, decode.d7.loss_mask: 0.4347, decode.d7.loss_dice: 0.6821, decode.d8.loss_cls: 0.1713, decode.d8.loss_mask: 0.4348, decode.d8.loss_dice: 0.6829, loss: 14.9938 2022-04-27 17:40:26,188 - mmseg - INFO - Iter [136100/160000] lr: 2.145e-07, eta: 7:12:30, time: 1.088, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1762, decode.loss_mask: 0.4206, decode.loss_dice: 0.6522, decode.d0.loss_cls: 1.8235, decode.d0.loss_mask: 0.4643, decode.d0.loss_dice: 0.7559, decode.d1.loss_cls: 0.2609, decode.d1.loss_mask: 0.4382, decode.d1.loss_dice: 0.6901, decode.d2.loss_cls: 0.2174, decode.d2.loss_mask: 0.4288, decode.d2.loss_dice: 0.6704, decode.d3.loss_cls: 0.1970, decode.d3.loss_mask: 0.4237, decode.d3.loss_dice: 0.6572, decode.d4.loss_cls: 0.1835, decode.d4.loss_mask: 0.4220, decode.d4.loss_dice: 0.6552, decode.d5.loss_cls: 0.1804, decode.d5.loss_mask: 0.4216, decode.d5.loss_dice: 0.6564, decode.d6.loss_cls: 0.1791, decode.d6.loss_mask: 0.4199, decode.d6.loss_dice: 0.6505, decode.d7.loss_cls: 0.1772, decode.d7.loss_mask: 0.4202, decode.d7.loss_dice: 0.6515, decode.d8.loss_cls: 0.1809, decode.d8.loss_mask: 0.4183, decode.d8.loss_dice: 0.6478, loss: 14.5411 2022-04-27 17:41:19,570 - mmseg - INFO - Iter [136150/160000] lr: 2.140e-07, eta: 7:11:36, time: 1.067, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1900, decode.loss_mask: 0.4355, decode.loss_dice: 0.6749, decode.d0.loss_cls: 1.8490, decode.d0.loss_mask: 0.4848, decode.d0.loss_dice: 0.7889, decode.d1.loss_cls: 0.2903, decode.d1.loss_mask: 0.4559, decode.d1.loss_dice: 0.7221, decode.d2.loss_cls: 0.2331, decode.d2.loss_mask: 0.4462, decode.d2.loss_dice: 0.7018, decode.d3.loss_cls: 0.2211, decode.d3.loss_mask: 0.4410, decode.d3.loss_dice: 0.6817, decode.d4.loss_cls: 0.2093, decode.d4.loss_mask: 0.4379, decode.d4.loss_dice: 0.6798, decode.d5.loss_cls: 0.2029, decode.d5.loss_mask: 0.4377, decode.d5.loss_dice: 0.6800, decode.d6.loss_cls: 0.1938, decode.d6.loss_mask: 0.4373, decode.d6.loss_dice: 0.6786, decode.d7.loss_cls: 0.1896, decode.d7.loss_mask: 0.4360, decode.d7.loss_dice: 0.6751, decode.d8.loss_cls: 0.1911, decode.d8.loss_mask: 0.4351, decode.d8.loss_dice: 0.6743, loss: 15.1747 2022-04-27 17:42:13,214 - mmseg - INFO - Iter [136200/160000] lr: 2.136e-07, eta: 7:10:41, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1801, decode.loss_mask: 0.4347, decode.loss_dice: 0.6609, decode.d0.loss_cls: 1.8381, decode.d0.loss_mask: 0.4778, decode.d0.loss_dice: 0.7684, decode.d1.loss_cls: 0.2704, decode.d1.loss_mask: 0.4518, decode.d1.loss_dice: 0.7040, decode.d2.loss_cls: 0.2249, decode.d2.loss_mask: 0.4419, decode.d2.loss_dice: 0.6824, decode.d3.loss_cls: 0.1984, decode.d3.loss_mask: 0.4383, decode.d3.loss_dice: 0.6661, decode.d4.loss_cls: 0.1981, decode.d4.loss_mask: 0.4370, decode.d4.loss_dice: 0.6670, decode.d5.loss_cls: 0.1888, decode.d5.loss_mask: 0.4367, decode.d5.loss_dice: 0.6653, decode.d6.loss_cls: 0.1870, decode.d6.loss_mask: 0.4353, decode.d6.loss_dice: 0.6632, decode.d7.loss_cls: 0.1882, decode.d7.loss_mask: 0.4346, decode.d7.loss_dice: 0.6578, decode.d8.loss_cls: 0.1816, decode.d8.loss_mask: 0.4352, decode.d8.loss_dice: 0.6621, loss: 14.8760 2022-04-27 17:43:06,828 - mmseg - INFO - Iter [136250/160000] lr: 2.131e-07, eta: 7:09:47, time: 1.072, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1666, decode.loss_mask: 0.4195, decode.loss_dice: 0.6600, decode.d0.loss_cls: 1.8474, decode.d0.loss_mask: 0.4644, decode.d0.loss_dice: 0.7577, decode.d1.loss_cls: 0.2453, decode.d1.loss_mask: 0.4373, decode.d1.loss_dice: 0.6985, decode.d2.loss_cls: 0.2106, decode.d2.loss_mask: 0.4284, decode.d2.loss_dice: 0.6744, decode.d3.loss_cls: 0.1865, decode.d3.loss_mask: 0.4249, decode.d3.loss_dice: 0.6664, decode.d4.loss_cls: 0.1743, decode.d4.loss_mask: 0.4219, decode.d4.loss_dice: 0.6605, decode.d5.loss_cls: 0.1744, decode.d5.loss_mask: 0.4216, decode.d5.loss_dice: 0.6611, decode.d6.loss_cls: 0.1694, decode.d6.loss_mask: 0.4217, decode.d6.loss_dice: 0.6593, decode.d7.loss_cls: 0.1691, decode.d7.loss_mask: 0.4210, decode.d7.loss_dice: 0.6615, decode.d8.loss_cls: 0.1682, decode.d8.loss_mask: 0.4196, decode.d8.loss_dice: 0.6621, loss: 14.5537 2022-04-27 17:43:59,630 - mmseg - INFO - Iter [136300/160000] lr: 2.127e-07, eta: 7:08:52, time: 1.056, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1798, decode.loss_mask: 0.4413, decode.loss_dice: 0.6814, decode.d0.loss_cls: 1.8026, decode.d0.loss_mask: 0.4854, decode.d0.loss_dice: 0.7953, decode.d1.loss_cls: 0.2566, decode.d1.loss_mask: 0.4562, decode.d1.loss_dice: 0.7215, decode.d2.loss_cls: 0.2164, decode.d2.loss_mask: 0.4472, decode.d2.loss_dice: 0.7013, decode.d3.loss_cls: 0.1980, decode.d3.loss_mask: 0.4452, decode.d3.loss_dice: 0.6900, decode.d4.loss_cls: 0.1932, decode.d4.loss_mask: 0.4424, decode.d4.loss_dice: 0.6930, decode.d5.loss_cls: 0.1817, decode.d5.loss_mask: 0.4421, decode.d5.loss_dice: 0.6888, decode.d6.loss_cls: 0.1829, decode.d6.loss_mask: 0.4426, decode.d6.loss_dice: 0.6838, decode.d7.loss_cls: 0.1844, decode.d7.loss_mask: 0.4419, decode.d7.loss_dice: 0.6823, decode.d8.loss_cls: 0.1814, decode.d8.loss_mask: 0.4406, decode.d8.loss_dice: 0.6825, loss: 15.0817 2022-04-27 17:44:53,526 - mmseg - INFO - Iter [136350/160000] lr: 2.122e-07, eta: 7:07:58, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1968, decode.loss_mask: 0.4330, decode.loss_dice: 0.6860, decode.d0.loss_cls: 1.8446, decode.d0.loss_mask: 0.4783, decode.d0.loss_dice: 0.7951, decode.d1.loss_cls: 0.2866, decode.d1.loss_mask: 0.4495, decode.d1.loss_dice: 0.7286, decode.d2.loss_cls: 0.2498, decode.d2.loss_mask: 0.4400, decode.d2.loss_dice: 0.7013, decode.d3.loss_cls: 0.2177, decode.d3.loss_mask: 0.4370, decode.d3.loss_dice: 0.6928, decode.d4.loss_cls: 0.2110, decode.d4.loss_mask: 0.4352, decode.d4.loss_dice: 0.6943, decode.d5.loss_cls: 0.2066, decode.d5.loss_mask: 0.4362, decode.d5.loss_dice: 0.6924, decode.d6.loss_cls: 0.2030, decode.d6.loss_mask: 0.4363, decode.d6.loss_dice: 0.6891, decode.d7.loss_cls: 0.1981, decode.d7.loss_mask: 0.4331, decode.d7.loss_dice: 0.6877, decode.d8.loss_cls: 0.1958, decode.d8.loss_mask: 0.4343, decode.d8.loss_dice: 0.6857, loss: 15.2758 2022-04-27 17:45:47,500 - mmseg - INFO - Iter [136400/160000] lr: 2.118e-07, eta: 7:07:04, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1792, decode.loss_mask: 0.4449, decode.loss_dice: 0.6738, decode.d0.loss_cls: 1.8615, decode.d0.loss_mask: 0.4880, decode.d0.loss_dice: 0.7793, decode.d1.loss_cls: 0.2682, decode.d1.loss_mask: 0.4623, decode.d1.loss_dice: 0.7154, decode.d2.loss_cls: 0.2202, decode.d2.loss_mask: 0.4533, decode.d2.loss_dice: 0.6961, decode.d3.loss_cls: 0.2018, decode.d3.loss_mask: 0.4474, decode.d3.loss_dice: 0.6829, decode.d4.loss_cls: 0.1955, decode.d4.loss_mask: 0.4468, decode.d4.loss_dice: 0.6823, decode.d5.loss_cls: 0.1884, decode.d5.loss_mask: 0.4473, decode.d5.loss_dice: 0.6760, decode.d6.loss_cls: 0.1887, decode.d6.loss_mask: 0.4474, decode.d6.loss_dice: 0.6794, decode.d7.loss_cls: 0.1737, decode.d7.loss_mask: 0.4467, decode.d7.loss_dice: 0.6770, decode.d8.loss_cls: 0.1792, decode.d8.loss_mask: 0.4452, decode.d8.loss_dice: 0.6753, loss: 15.1232 2022-04-27 17:46:44,194 - mmseg - INFO - Iter [136450/160000] lr: 2.113e-07, eta: 7:06:10, time: 1.134, data_time: 0.064, memory: 64049, decode.loss_cls: 0.1746, decode.loss_mask: 0.4511, decode.loss_dice: 0.6837, decode.d0.loss_cls: 1.7935, decode.d0.loss_mask: 0.4934, decode.d0.loss_dice: 0.7850, decode.d1.loss_cls: 0.2623, decode.d1.loss_mask: 0.4663, decode.d1.loss_dice: 0.7205, decode.d2.loss_cls: 0.2256, decode.d2.loss_mask: 0.4598, decode.d2.loss_dice: 0.7024, decode.d3.loss_cls: 0.2057, decode.d3.loss_mask: 0.4530, decode.d3.loss_dice: 0.6909, decode.d4.loss_cls: 0.1899, decode.d4.loss_mask: 0.4518, decode.d4.loss_dice: 0.6927, decode.d5.loss_cls: 0.1876, decode.d5.loss_mask: 0.4507, decode.d5.loss_dice: 0.6876, decode.d6.loss_cls: 0.1822, decode.d6.loss_mask: 0.4513, decode.d6.loss_dice: 0.6871, decode.d7.loss_cls: 0.1766, decode.d7.loss_mask: 0.4508, decode.d7.loss_dice: 0.6850, decode.d8.loss_cls: 0.1797, decode.d8.loss_mask: 0.4497, decode.d8.loss_dice: 0.6821, loss: 15.1725 2022-04-27 17:47:37,800 - mmseg - INFO - Iter [136500/160000] lr: 2.109e-07, eta: 7:05:15, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1793, decode.loss_mask: 0.4284, decode.loss_dice: 0.6843, decode.d0.loss_cls: 1.8973, decode.d0.loss_mask: 0.4716, decode.d0.loss_dice: 0.7849, decode.d1.loss_cls: 0.2674, decode.d1.loss_mask: 0.4476, decode.d1.loss_dice: 0.7236, decode.d2.loss_cls: 0.2231, decode.d2.loss_mask: 0.4369, decode.d2.loss_dice: 0.7001, decode.d3.loss_cls: 0.2025, decode.d3.loss_mask: 0.4307, decode.d3.loss_dice: 0.6891, decode.d4.loss_cls: 0.1911, decode.d4.loss_mask: 0.4298, decode.d4.loss_dice: 0.6898, decode.d5.loss_cls: 0.1883, decode.d5.loss_mask: 0.4285, decode.d5.loss_dice: 0.6845, decode.d6.loss_cls: 0.1786, decode.d6.loss_mask: 0.4283, decode.d6.loss_dice: 0.6826, decode.d7.loss_cls: 0.1761, decode.d7.loss_mask: 0.4276, decode.d7.loss_dice: 0.6859, decode.d8.loss_cls: 0.1828, decode.d8.loss_mask: 0.4264, decode.d8.loss_dice: 0.6836, loss: 15.0508 2022-04-27 17:48:32,309 - mmseg - INFO - Iter [136550/160000] lr: 2.104e-07, eta: 7:04:21, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1755, decode.loss_mask: 0.4263, decode.loss_dice: 0.6757, decode.d0.loss_cls: 1.8455, decode.d0.loss_mask: 0.4713, decode.d0.loss_dice: 0.7780, decode.d1.loss_cls: 0.2655, decode.d1.loss_mask: 0.4384, decode.d1.loss_dice: 0.7152, decode.d2.loss_cls: 0.2136, decode.d2.loss_mask: 0.4330, decode.d2.loss_dice: 0.6971, decode.d3.loss_cls: 0.1887, decode.d3.loss_mask: 0.4311, decode.d3.loss_dice: 0.6851, decode.d4.loss_cls: 0.1868, decode.d4.loss_mask: 0.4287, decode.d4.loss_dice: 0.6843, decode.d5.loss_cls: 0.1833, decode.d5.loss_mask: 0.4281, decode.d5.loss_dice: 0.6792, decode.d6.loss_cls: 0.1816, decode.d6.loss_mask: 0.4290, decode.d6.loss_dice: 0.6765, decode.d7.loss_cls: 0.1804, decode.d7.loss_mask: 0.4282, decode.d7.loss_dice: 0.6782, decode.d8.loss_cls: 0.1830, decode.d8.loss_mask: 0.4265, decode.d8.loss_dice: 0.6768, loss: 14.8903 2022-04-27 17:49:25,022 - mmseg - INFO - Iter [136600/160000] lr: 2.100e-07, eta: 7:03:27, time: 1.054, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1661, decode.loss_mask: 0.4250, decode.loss_dice: 0.6643, decode.d0.loss_cls: 1.8331, decode.d0.loss_mask: 0.4703, decode.d0.loss_dice: 0.7669, decode.d1.loss_cls: 0.2360, decode.d1.loss_mask: 0.4415, decode.d1.loss_dice: 0.7065, decode.d2.loss_cls: 0.2032, decode.d2.loss_mask: 0.4349, decode.d2.loss_dice: 0.6840, decode.d3.loss_cls: 0.1835, decode.d3.loss_mask: 0.4313, decode.d3.loss_dice: 0.6729, decode.d4.loss_cls: 0.1791, decode.d4.loss_mask: 0.4298, decode.d4.loss_dice: 0.6767, decode.d5.loss_cls: 0.1724, decode.d5.loss_mask: 0.4283, decode.d5.loss_dice: 0.6664, decode.d6.loss_cls: 0.1681, decode.d6.loss_mask: 0.4266, decode.d6.loss_dice: 0.6650, decode.d7.loss_cls: 0.1621, decode.d7.loss_mask: 0.4272, decode.d7.loss_dice: 0.6688, decode.d8.loss_cls: 0.1663, decode.d8.loss_mask: 0.4260, decode.d8.loss_dice: 0.6631, loss: 14.6451 2022-04-27 17:50:19,532 - mmseg - INFO - Iter [136650/160000] lr: 2.095e-07, eta: 7:02:32, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1589, decode.loss_mask: 0.4179, decode.loss_dice: 0.6663, decode.d0.loss_cls: 1.8339, decode.d0.loss_mask: 0.4616, decode.d0.loss_dice: 0.7614, decode.d1.loss_cls: 0.2415, decode.d1.loss_mask: 0.4348, decode.d1.loss_dice: 0.7046, decode.d2.loss_cls: 0.2062, decode.d2.loss_mask: 0.4296, decode.d2.loss_dice: 0.6872, decode.d3.loss_cls: 0.1857, decode.d3.loss_mask: 0.4247, decode.d3.loss_dice: 0.6728, decode.d4.loss_cls: 0.1728, decode.d4.loss_mask: 0.4220, decode.d4.loss_dice: 0.6705, decode.d5.loss_cls: 0.1679, decode.d5.loss_mask: 0.4202, decode.d5.loss_dice: 0.6728, decode.d6.loss_cls: 0.1647, decode.d6.loss_mask: 0.4196, decode.d6.loss_dice: 0.6652, decode.d7.loss_cls: 0.1676, decode.d7.loss_mask: 0.4181, decode.d7.loss_dice: 0.6671, decode.d8.loss_cls: 0.1641, decode.d8.loss_mask: 0.4179, decode.d8.loss_dice: 0.6676, loss: 14.5650 2022-04-27 17:51:14,235 - mmseg - INFO - Iter [136700/160000] lr: 2.091e-07, eta: 7:01:38, time: 1.094, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1707, decode.loss_mask: 0.4328, decode.loss_dice: 0.6903, decode.d0.loss_cls: 1.8048, decode.d0.loss_mask: 0.4761, decode.d0.loss_dice: 0.7748, decode.d1.loss_cls: 0.2489, decode.d1.loss_mask: 0.4462, decode.d1.loss_dice: 0.7208, decode.d2.loss_cls: 0.2190, decode.d2.loss_mask: 0.4378, decode.d2.loss_dice: 0.7055, decode.d3.loss_cls: 0.2038, decode.d3.loss_mask: 0.4367, decode.d3.loss_dice: 0.6932, decode.d4.loss_cls: 0.1927, decode.d4.loss_mask: 0.4332, decode.d4.loss_dice: 0.6957, decode.d5.loss_cls: 0.1901, decode.d5.loss_mask: 0.4338, decode.d5.loss_dice: 0.6900, decode.d6.loss_cls: 0.1822, decode.d6.loss_mask: 0.4346, decode.d6.loss_dice: 0.6887, decode.d7.loss_cls: 0.1826, decode.d7.loss_mask: 0.4338, decode.d7.loss_dice: 0.6900, decode.d8.loss_cls: 0.1758, decode.d8.loss_mask: 0.4331, decode.d8.loss_dice: 0.6902, loss: 15.0079 2022-04-27 17:52:08,164 - mmseg - INFO - Iter [136750/160000] lr: 2.086e-07, eta: 7:00:44, time: 1.078, data_time: 0.013, memory: 64049, decode.loss_cls: 0.1601, decode.loss_mask: 0.4300, decode.loss_dice: 0.6525, decode.d0.loss_cls: 1.7989, decode.d0.loss_mask: 0.4746, decode.d0.loss_dice: 0.7573, decode.d1.loss_cls: 0.2354, decode.d1.loss_mask: 0.4466, decode.d1.loss_dice: 0.6946, decode.d2.loss_cls: 0.2024, decode.d2.loss_mask: 0.4383, decode.d2.loss_dice: 0.6757, decode.d3.loss_cls: 0.1809, decode.d3.loss_mask: 0.4329, decode.d3.loss_dice: 0.6596, decode.d4.loss_cls: 0.1764, decode.d4.loss_mask: 0.4320, decode.d4.loss_dice: 0.6601, decode.d5.loss_cls: 0.1716, decode.d5.loss_mask: 0.4316, decode.d5.loss_dice: 0.6545, decode.d6.loss_cls: 0.1754, decode.d6.loss_mask: 0.4308, decode.d6.loss_dice: 0.6520, decode.d7.loss_cls: 0.1675, decode.d7.loss_mask: 0.4307, decode.d7.loss_dice: 0.6526, decode.d8.loss_cls: 0.1685, decode.d8.loss_mask: 0.4314, decode.d8.loss_dice: 0.6551, loss: 14.5298 2022-04-27 17:53:01,794 - mmseg - INFO - Iter [136800/160000] lr: 2.082e-07, eta: 6:59:49, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1795, decode.loss_mask: 0.4128, decode.loss_dice: 0.6765, decode.d0.loss_cls: 1.8486, decode.d0.loss_mask: 0.4568, decode.d0.loss_dice: 0.7871, decode.d1.loss_cls: 0.2594, decode.d1.loss_mask: 0.4282, decode.d1.loss_dice: 0.7170, decode.d2.loss_cls: 0.2195, decode.d2.loss_mask: 0.4206, decode.d2.loss_dice: 0.6993, decode.d3.loss_cls: 0.2017, decode.d3.loss_mask: 0.4196, decode.d3.loss_dice: 0.6880, decode.d4.loss_cls: 0.1935, decode.d4.loss_mask: 0.4174, decode.d4.loss_dice: 0.6841, decode.d5.loss_cls: 0.1855, decode.d5.loss_mask: 0.4158, decode.d5.loss_dice: 0.6852, decode.d6.loss_cls: 0.1822, decode.d6.loss_mask: 0.4141, decode.d6.loss_dice: 0.6756, decode.d7.loss_cls: 0.1835, decode.d7.loss_mask: 0.4137, decode.d7.loss_dice: 0.6804, decode.d8.loss_cls: 0.1750, decode.d8.loss_mask: 0.4132, decode.d8.loss_dice: 0.6804, loss: 14.8144 2022-04-27 17:53:55,855 - mmseg - INFO - Iter [136850/160000] lr: 2.078e-07, eta: 6:58:55, time: 1.081, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1914, decode.loss_mask: 0.4450, decode.loss_dice: 0.6853, decode.d0.loss_cls: 1.8151, decode.d0.loss_mask: 0.4882, decode.d0.loss_dice: 0.7849, decode.d1.loss_cls: 0.2686, decode.d1.loss_mask: 0.4649, decode.d1.loss_dice: 0.7274, decode.d2.loss_cls: 0.2311, decode.d2.loss_mask: 0.4542, decode.d2.loss_dice: 0.7038, decode.d3.loss_cls: 0.2144, decode.d3.loss_mask: 0.4488, decode.d3.loss_dice: 0.6949, decode.d4.loss_cls: 0.2039, decode.d4.loss_mask: 0.4461, decode.d4.loss_dice: 0.6914, decode.d5.loss_cls: 0.1981, decode.d5.loss_mask: 0.4461, decode.d5.loss_dice: 0.6912, decode.d6.loss_cls: 0.1929, decode.d6.loss_mask: 0.4465, decode.d6.loss_dice: 0.6883, decode.d7.loss_cls: 0.1852, decode.d7.loss_mask: 0.4448, decode.d7.loss_dice: 0.6902, decode.d8.loss_cls: 0.1899, decode.d8.loss_mask: 0.4457, decode.d8.loss_dice: 0.6901, loss: 15.2686 2022-04-27 17:54:49,664 - mmseg - INFO - Iter [136900/160000] lr: 2.073e-07, eta: 6:58:01, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1747, decode.loss_mask: 0.4214, decode.loss_dice: 0.6758, decode.d0.loss_cls: 1.8439, decode.d0.loss_mask: 0.4662, decode.d0.loss_dice: 0.7831, decode.d1.loss_cls: 0.2532, decode.d1.loss_mask: 0.4391, decode.d1.loss_dice: 0.7211, decode.d2.loss_cls: 0.2190, decode.d2.loss_mask: 0.4311, decode.d2.loss_dice: 0.7020, decode.d3.loss_cls: 0.2029, decode.d3.loss_mask: 0.4267, decode.d3.loss_dice: 0.6880, decode.d4.loss_cls: 0.1907, decode.d4.loss_mask: 0.4250, decode.d4.loss_dice: 0.6878, decode.d5.loss_cls: 0.1878, decode.d5.loss_mask: 0.4249, decode.d5.loss_dice: 0.6834, decode.d6.loss_cls: 0.1796, decode.d6.loss_mask: 0.4215, decode.d6.loss_dice: 0.6805, decode.d7.loss_cls: 0.1790, decode.d7.loss_mask: 0.4207, decode.d7.loss_dice: 0.6783, decode.d8.loss_cls: 0.1758, decode.d8.loss_mask: 0.4216, decode.d8.loss_dice: 0.6828, loss: 14.8878 2022-04-27 17:55:43,596 - mmseg - INFO - Iter [136950/160000] lr: 2.069e-07, eta: 6:57:06, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1917, decode.loss_mask: 0.4271, decode.loss_dice: 0.6874, decode.d0.loss_cls: 1.8335, decode.d0.loss_mask: 0.4698, decode.d0.loss_dice: 0.7988, decode.d1.loss_cls: 0.2742, decode.d1.loss_mask: 0.4469, decode.d1.loss_dice: 0.7300, decode.d2.loss_cls: 0.2298, decode.d2.loss_mask: 0.4365, decode.d2.loss_dice: 0.7050, decode.d3.loss_cls: 0.2121, decode.d3.loss_mask: 0.4330, decode.d3.loss_dice: 0.6981, decode.d4.loss_cls: 0.2064, decode.d4.loss_mask: 0.4296, decode.d4.loss_dice: 0.6916, decode.d5.loss_cls: 0.1992, decode.d5.loss_mask: 0.4293, decode.d5.loss_dice: 0.6901, decode.d6.loss_cls: 0.1978, decode.d6.loss_mask: 0.4272, decode.d6.loss_dice: 0.6900, decode.d7.loss_cls: 0.1975, decode.d7.loss_mask: 0.4272, decode.d7.loss_dice: 0.6872, decode.d8.loss_cls: 0.1976, decode.d8.loss_mask: 0.4278, decode.d8.loss_dice: 0.6881, loss: 15.1604 2022-04-27 17:56:37,929 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 17:56:37,930 - mmseg - INFO - Iter [137000/160000] lr: 2.064e-07, eta: 6:56:12, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1657, decode.loss_mask: 0.4332, decode.loss_dice: 0.6343, decode.d0.loss_cls: 1.7783, decode.d0.loss_mask: 0.4749, decode.d0.loss_dice: 0.7307, decode.d1.loss_cls: 0.2409, decode.d1.loss_mask: 0.4463, decode.d1.loss_dice: 0.6669, decode.d2.loss_cls: 0.1998, decode.d2.loss_mask: 0.4370, decode.d2.loss_dice: 0.6527, decode.d3.loss_cls: 0.1820, decode.d3.loss_mask: 0.4362, decode.d3.loss_dice: 0.6399, decode.d4.loss_cls: 0.1733, decode.d4.loss_mask: 0.4347, decode.d4.loss_dice: 0.6358, decode.d5.loss_cls: 0.1684, decode.d5.loss_mask: 0.4349, decode.d5.loss_dice: 0.6393, decode.d6.loss_cls: 0.1668, decode.d6.loss_mask: 0.4357, decode.d6.loss_dice: 0.6360, decode.d7.loss_cls: 0.1633, decode.d7.loss_mask: 0.4337, decode.d7.loss_dice: 0.6381, decode.d8.loss_cls: 0.1572, decode.d8.loss_mask: 0.4336, decode.d8.loss_dice: 0.6369, loss: 14.3062 2022-04-27 17:57:31,612 - mmseg - INFO - Iter [137050/160000] lr: 2.060e-07, eta: 6:55:18, time: 1.074, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1749, decode.loss_mask: 0.4216, decode.loss_dice: 0.6543, decode.d0.loss_cls: 1.7921, decode.d0.loss_mask: 0.4560, decode.d0.loss_dice: 0.7483, decode.d1.loss_cls: 0.2591, decode.d1.loss_mask: 0.4338, decode.d1.loss_dice: 0.6898, decode.d2.loss_cls: 0.2251, decode.d2.loss_mask: 0.4271, decode.d2.loss_dice: 0.6699, decode.d3.loss_cls: 0.2042, decode.d3.loss_mask: 0.4248, decode.d3.loss_dice: 0.6612, decode.d4.loss_cls: 0.1907, decode.d4.loss_mask: 0.4230, decode.d4.loss_dice: 0.6575, decode.d5.loss_cls: 0.1881, decode.d5.loss_mask: 0.4222, decode.d5.loss_dice: 0.6561, decode.d6.loss_cls: 0.1822, decode.d6.loss_mask: 0.4228, decode.d6.loss_dice: 0.6526, decode.d7.loss_cls: 0.1788, decode.d7.loss_mask: 0.4227, decode.d7.loss_dice: 0.6542, decode.d8.loss_cls: 0.1794, decode.d8.loss_mask: 0.4215, decode.d8.loss_dice: 0.6533, loss: 14.5473 2022-04-27 17:58:27,002 - mmseg - INFO - Iter [137100/160000] lr: 2.055e-07, eta: 6:54:24, time: 1.108, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1797, decode.loss_mask: 0.4257, decode.loss_dice: 0.6889, decode.d0.loss_cls: 1.8281, decode.d0.loss_mask: 0.4724, decode.d0.loss_dice: 0.7854, decode.d1.loss_cls: 0.2597, decode.d1.loss_mask: 0.4422, decode.d1.loss_dice: 0.7286, decode.d2.loss_cls: 0.2279, decode.d2.loss_mask: 0.4340, decode.d2.loss_dice: 0.7094, decode.d3.loss_cls: 0.1992, decode.d3.loss_mask: 0.4324, decode.d3.loss_dice: 0.6988, decode.d4.loss_cls: 0.1964, decode.d4.loss_mask: 0.4299, decode.d4.loss_dice: 0.6975, decode.d5.loss_cls: 0.1924, decode.d5.loss_mask: 0.4286, decode.d5.loss_dice: 0.6933, decode.d6.loss_cls: 0.1859, decode.d6.loss_mask: 0.4285, decode.d6.loss_dice: 0.6933, decode.d7.loss_cls: 0.1788, decode.d7.loss_mask: 0.4265, decode.d7.loss_dice: 0.6911, decode.d8.loss_cls: 0.1822, decode.d8.loss_mask: 0.4268, decode.d8.loss_dice: 0.6881, loss: 15.0518 2022-04-27 17:59:21,578 - mmseg - INFO - Iter [137150/160000] lr: 2.051e-07, eta: 6:53:29, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1744, decode.loss_mask: 0.4350, decode.loss_dice: 0.6874, decode.d0.loss_cls: 1.8265, decode.d0.loss_mask: 0.4802, decode.d0.loss_dice: 0.7926, decode.d1.loss_cls: 0.2498, decode.d1.loss_mask: 0.4552, decode.d1.loss_dice: 0.7303, decode.d2.loss_cls: 0.2118, decode.d2.loss_mask: 0.4459, decode.d2.loss_dice: 0.7062, decode.d3.loss_cls: 0.1971, decode.d3.loss_mask: 0.4418, decode.d3.loss_dice: 0.6962, decode.d4.loss_cls: 0.1874, decode.d4.loss_mask: 0.4403, decode.d4.loss_dice: 0.6958, decode.d5.loss_cls: 0.1785, decode.d5.loss_mask: 0.4402, decode.d5.loss_dice: 0.6932, decode.d6.loss_cls: 0.1782, decode.d6.loss_mask: 0.4380, decode.d6.loss_dice: 0.6899, decode.d7.loss_cls: 0.1754, decode.d7.loss_mask: 0.4369, decode.d7.loss_dice: 0.6918, decode.d8.loss_cls: 0.1774, decode.d8.loss_mask: 0.4361, decode.d8.loss_dice: 0.6898, loss: 15.0791 2022-04-27 18:00:18,257 - mmseg - INFO - Iter [137200/160000] lr: 2.046e-07, eta: 6:52:36, time: 1.134, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1774, decode.loss_mask: 0.4301, decode.loss_dice: 0.6689, decode.d0.loss_cls: 1.8120, decode.d0.loss_mask: 0.4739, decode.d0.loss_dice: 0.7685, decode.d1.loss_cls: 0.2590, decode.d1.loss_mask: 0.4490, decode.d1.loss_dice: 0.7065, decode.d2.loss_cls: 0.2101, decode.d2.loss_mask: 0.4374, decode.d2.loss_dice: 0.6844, decode.d3.loss_cls: 0.1925, decode.d3.loss_mask: 0.4349, decode.d3.loss_dice: 0.6716, decode.d4.loss_cls: 0.1856, decode.d4.loss_mask: 0.4342, decode.d4.loss_dice: 0.6744, decode.d5.loss_cls: 0.1799, decode.d5.loss_mask: 0.4320, decode.d5.loss_dice: 0.6764, decode.d6.loss_cls: 0.1727, decode.d6.loss_mask: 0.4317, decode.d6.loss_dice: 0.6707, decode.d7.loss_cls: 0.1729, decode.d7.loss_mask: 0.4313, decode.d7.loss_dice: 0.6655, decode.d8.loss_cls: 0.1715, decode.d8.loss_mask: 0.4303, decode.d8.loss_dice: 0.6711, loss: 14.7766 2022-04-27 18:01:12,119 - mmseg - INFO - Iter [137250/160000] lr: 2.042e-07, eta: 6:51:41, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1918, decode.loss_mask: 0.4370, decode.loss_dice: 0.6930, decode.d0.loss_cls: 1.8471, decode.d0.loss_mask: 0.4853, decode.d0.loss_dice: 0.7940, decode.d1.loss_cls: 0.2744, decode.d1.loss_mask: 0.4556, decode.d1.loss_dice: 0.7374, decode.d2.loss_cls: 0.2384, decode.d2.loss_mask: 0.4457, decode.d2.loss_dice: 0.7142, decode.d3.loss_cls: 0.2190, decode.d3.loss_mask: 0.4404, decode.d3.loss_dice: 0.7001, decode.d4.loss_cls: 0.2059, decode.d4.loss_mask: 0.4395, decode.d4.loss_dice: 0.7020, decode.d5.loss_cls: 0.2020, decode.d5.loss_mask: 0.4373, decode.d5.loss_dice: 0.6984, decode.d6.loss_cls: 0.1974, decode.d6.loss_mask: 0.4361, decode.d6.loss_dice: 0.6950, decode.d7.loss_cls: 0.1895, decode.d7.loss_mask: 0.4387, decode.d7.loss_dice: 0.6964, decode.d8.loss_cls: 0.1899, decode.d8.loss_mask: 0.4387, decode.d8.loss_dice: 0.6986, loss: 15.3390 2022-04-27 18:02:06,205 - mmseg - INFO - Iter [137300/160000] lr: 2.037e-07, eta: 6:50:47, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1755, decode.loss_mask: 0.4341, decode.loss_dice: 0.6746, decode.d0.loss_cls: 1.8570, decode.d0.loss_mask: 0.4819, decode.d0.loss_dice: 0.7796, decode.d1.loss_cls: 0.2756, decode.d1.loss_mask: 0.4515, decode.d1.loss_dice: 0.7094, decode.d2.loss_cls: 0.2187, decode.d2.loss_mask: 0.4482, decode.d2.loss_dice: 0.6921, decode.d3.loss_cls: 0.1958, decode.d3.loss_mask: 0.4412, decode.d3.loss_dice: 0.6827, decode.d4.loss_cls: 0.1908, decode.d4.loss_mask: 0.4405, decode.d4.loss_dice: 0.6753, decode.d5.loss_cls: 0.1878, decode.d5.loss_mask: 0.4377, decode.d5.loss_dice: 0.6801, decode.d6.loss_cls: 0.1833, decode.d6.loss_mask: 0.4367, decode.d6.loss_dice: 0.6730, decode.d7.loss_cls: 0.1766, decode.d7.loss_mask: 0.4369, decode.d7.loss_dice: 0.6729, decode.d8.loss_cls: 0.1792, decode.d8.loss_mask: 0.4359, decode.d8.loss_dice: 0.6757, loss: 15.0003 2022-04-27 18:03:00,801 - mmseg - INFO - Iter [137350/160000] lr: 2.033e-07, eta: 6:49:53, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2025, decode.loss_mask: 0.4267, decode.loss_dice: 0.7030, decode.d0.loss_cls: 1.8291, decode.d0.loss_mask: 0.4734, decode.d0.loss_dice: 0.8073, decode.d1.loss_cls: 0.2762, decode.d1.loss_mask: 0.4452, decode.d1.loss_dice: 0.7488, decode.d2.loss_cls: 0.2291, decode.d2.loss_mask: 0.4376, decode.d2.loss_dice: 0.7231, decode.d3.loss_cls: 0.2095, decode.d3.loss_mask: 0.4326, decode.d3.loss_dice: 0.7138, decode.d4.loss_cls: 0.2034, decode.d4.loss_mask: 0.4327, decode.d4.loss_dice: 0.7117, decode.d5.loss_cls: 0.2012, decode.d5.loss_mask: 0.4319, decode.d5.loss_dice: 0.7096, decode.d6.loss_cls: 0.2037, decode.d6.loss_mask: 0.4288, decode.d6.loss_dice: 0.7009, decode.d7.loss_cls: 0.1975, decode.d7.loss_mask: 0.4285, decode.d7.loss_dice: 0.7035, decode.d8.loss_cls: 0.2004, decode.d8.loss_mask: 0.4263, decode.d8.loss_dice: 0.7060, loss: 15.3440 2022-04-27 18:03:54,984 - mmseg - INFO - Iter [137400/160000] lr: 2.028e-07, eta: 6:48:58, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1730, decode.loss_mask: 0.4448, decode.loss_dice: 0.6976, decode.d0.loss_cls: 1.8472, decode.d0.loss_mask: 0.4878, decode.d0.loss_dice: 0.8025, decode.d1.loss_cls: 0.2551, decode.d1.loss_mask: 0.4654, decode.d1.loss_dice: 0.7431, decode.d2.loss_cls: 0.2179, decode.d2.loss_mask: 0.4538, decode.d2.loss_dice: 0.7154, decode.d3.loss_cls: 0.1954, decode.d3.loss_mask: 0.4487, decode.d3.loss_dice: 0.7078, decode.d4.loss_cls: 0.1882, decode.d4.loss_mask: 0.4458, decode.d4.loss_dice: 0.7038, decode.d5.loss_cls: 0.1810, decode.d5.loss_mask: 0.4454, decode.d5.loss_dice: 0.7057, decode.d6.loss_cls: 0.1794, decode.d6.loss_mask: 0.4461, decode.d6.loss_dice: 0.6965, decode.d7.loss_cls: 0.1767, decode.d7.loss_mask: 0.4451, decode.d7.loss_dice: 0.6966, decode.d8.loss_cls: 0.1720, decode.d8.loss_mask: 0.4447, decode.d8.loss_dice: 0.7007, loss: 15.2833 2022-04-27 18:04:49,810 - mmseg - INFO - Iter [137450/160000] lr: 2.024e-07, eta: 6:48:04, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1862, decode.loss_mask: 0.4326, decode.loss_dice: 0.6902, decode.d0.loss_cls: 1.8648, decode.d0.loss_mask: 0.4715, decode.d0.loss_dice: 0.7883, decode.d1.loss_cls: 0.2610, decode.d1.loss_mask: 0.4510, decode.d1.loss_dice: 0.7334, decode.d2.loss_cls: 0.2195, decode.d2.loss_mask: 0.4423, decode.d2.loss_dice: 0.7087, decode.d3.loss_cls: 0.2072, decode.d3.loss_mask: 0.4374, decode.d3.loss_dice: 0.6951, decode.d4.loss_cls: 0.1979, decode.d4.loss_mask: 0.4363, decode.d4.loss_dice: 0.6961, decode.d5.loss_cls: 0.1975, decode.d5.loss_mask: 0.4354, decode.d5.loss_dice: 0.6975, decode.d6.loss_cls: 0.1939, decode.d6.loss_mask: 0.4343, decode.d6.loss_dice: 0.6887, decode.d7.loss_cls: 0.1895, decode.d7.loss_mask: 0.4333, decode.d7.loss_dice: 0.6902, decode.d8.loss_cls: 0.1839, decode.d8.loss_mask: 0.4336, decode.d8.loss_dice: 0.6925, loss: 15.1897 2022-04-27 18:05:43,528 - mmseg - INFO - Iter [137500/160000] lr: 2.019e-07, eta: 6:47:10, time: 1.074, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1753, decode.loss_mask: 0.4344, decode.loss_dice: 0.6818, decode.d0.loss_cls: 1.8273, decode.d0.loss_mask: 0.4833, decode.d0.loss_dice: 0.7936, decode.d1.loss_cls: 0.2599, decode.d1.loss_mask: 0.4467, decode.d1.loss_dice: 0.7231, decode.d2.loss_cls: 0.2209, decode.d2.loss_mask: 0.4392, decode.d2.loss_dice: 0.6982, decode.d3.loss_cls: 0.1944, decode.d3.loss_mask: 0.4370, decode.d3.loss_dice: 0.6870, decode.d4.loss_cls: 0.1825, decode.d4.loss_mask: 0.4347, decode.d4.loss_dice: 0.6846, decode.d5.loss_cls: 0.1830, decode.d5.loss_mask: 0.4333, decode.d5.loss_dice: 0.6777, decode.d6.loss_cls: 0.1797, decode.d6.loss_mask: 0.4338, decode.d6.loss_dice: 0.6797, decode.d7.loss_cls: 0.1781, decode.d7.loss_mask: 0.4349, decode.d7.loss_dice: 0.6803, decode.d8.loss_cls: 0.1758, decode.d8.loss_mask: 0.4341, decode.d8.loss_dice: 0.6814, loss: 14.9753 2022-04-27 18:06:37,654 - mmseg - INFO - Iter [137550/160000] lr: 2.015e-07, eta: 6:46:15, time: 1.083, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1735, decode.loss_mask: 0.4418, decode.loss_dice: 0.7024, decode.d0.loss_cls: 1.8557, decode.d0.loss_mask: 0.4837, decode.d0.loss_dice: 0.8034, decode.d1.loss_cls: 0.2697, decode.d1.loss_mask: 0.4583, decode.d1.loss_dice: 0.7414, decode.d2.loss_cls: 0.2137, decode.d2.loss_mask: 0.4521, decode.d2.loss_dice: 0.7208, decode.d3.loss_cls: 0.1890, decode.d3.loss_mask: 0.4468, decode.d3.loss_dice: 0.7096, decode.d4.loss_cls: 0.1824, decode.d4.loss_mask: 0.4447, decode.d4.loss_dice: 0.7041, decode.d5.loss_cls: 0.1811, decode.d5.loss_mask: 0.4429, decode.d5.loss_dice: 0.7033, decode.d6.loss_cls: 0.1768, decode.d6.loss_mask: 0.4427, decode.d6.loss_dice: 0.7033, decode.d7.loss_cls: 0.1758, decode.d7.loss_mask: 0.4427, decode.d7.loss_dice: 0.6998, decode.d8.loss_cls: 0.1711, decode.d8.loss_mask: 0.4430, decode.d8.loss_dice: 0.7047, loss: 15.2801 2022-04-27 18:07:31,729 - mmseg - INFO - Iter [137600/160000] lr: 2.010e-07, eta: 6:45:21, time: 1.082, data_time: 0.014, memory: 64049, decode.loss_cls: 0.2021, decode.loss_mask: 0.4252, decode.loss_dice: 0.6766, decode.d0.loss_cls: 1.8688, decode.d0.loss_mask: 0.4674, decode.d0.loss_dice: 0.7818, decode.d1.loss_cls: 0.2856, decode.d1.loss_mask: 0.4419, decode.d1.loss_dice: 0.7174, decode.d2.loss_cls: 0.2523, decode.d2.loss_mask: 0.4344, decode.d2.loss_dice: 0.7008, decode.d3.loss_cls: 0.2242, decode.d3.loss_mask: 0.4306, decode.d3.loss_dice: 0.6880, decode.d4.loss_cls: 0.2125, decode.d4.loss_mask: 0.4279, decode.d4.loss_dice: 0.6871, decode.d5.loss_cls: 0.2066, decode.d5.loss_mask: 0.4279, decode.d5.loss_dice: 0.6835, decode.d6.loss_cls: 0.2060, decode.d6.loss_mask: 0.4269, decode.d6.loss_dice: 0.6801, decode.d7.loss_cls: 0.1988, decode.d7.loss_mask: 0.4258, decode.d7.loss_dice: 0.6825, decode.d8.loss_cls: 0.1997, decode.d8.loss_mask: 0.4264, decode.d8.loss_dice: 0.6820, loss: 15.1709 2022-04-27 18:08:25,376 - mmseg - INFO - Iter [137650/160000] lr: 2.006e-07, eta: 6:44:27, time: 1.073, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1833, decode.loss_mask: 0.4239, decode.loss_dice: 0.6879, decode.d0.loss_cls: 1.8659, decode.d0.loss_mask: 0.4700, decode.d0.loss_dice: 0.7923, decode.d1.loss_cls: 0.2640, decode.d1.loss_mask: 0.4400, decode.d1.loss_dice: 0.7245, decode.d2.loss_cls: 0.2239, decode.d2.loss_mask: 0.4337, decode.d2.loss_dice: 0.7084, decode.d3.loss_cls: 0.2075, decode.d3.loss_mask: 0.4300, decode.d3.loss_dice: 0.6943, decode.d4.loss_cls: 0.1951, decode.d4.loss_mask: 0.4290, decode.d4.loss_dice: 0.6926, decode.d5.loss_cls: 0.1887, decode.d5.loss_mask: 0.4271, decode.d5.loss_dice: 0.6926, decode.d6.loss_cls: 0.1869, decode.d6.loss_mask: 0.4265, decode.d6.loss_dice: 0.6862, decode.d7.loss_cls: 0.1840, decode.d7.loss_mask: 0.4260, decode.d7.loss_dice: 0.6896, decode.d8.loss_cls: 0.1803, decode.d8.loss_mask: 0.4256, decode.d8.loss_dice: 0.6909, loss: 15.0706 2022-04-27 18:09:23,019 - mmseg - INFO - Iter [137700/160000] lr: 2.001e-07, eta: 6:43:33, time: 1.153, data_time: 0.062, memory: 64049, decode.loss_cls: 0.1859, decode.loss_mask: 0.4361, decode.loss_dice: 0.6895, decode.d0.loss_cls: 1.8061, decode.d0.loss_mask: 0.4796, decode.d0.loss_dice: 0.7910, decode.d1.loss_cls: 0.2768, decode.d1.loss_mask: 0.4534, decode.d1.loss_dice: 0.7293, decode.d2.loss_cls: 0.2242, decode.d2.loss_mask: 0.4457, decode.d2.loss_dice: 0.7134, decode.d3.loss_cls: 0.2095, decode.d3.loss_mask: 0.4402, decode.d3.loss_dice: 0.6991, decode.d4.loss_cls: 0.2070, decode.d4.loss_mask: 0.4393, decode.d4.loss_dice: 0.6969, decode.d5.loss_cls: 0.1979, decode.d5.loss_mask: 0.4365, decode.d5.loss_dice: 0.6952, decode.d6.loss_cls: 0.1939, decode.d6.loss_mask: 0.4360, decode.d6.loss_dice: 0.6903, decode.d7.loss_cls: 0.1945, decode.d7.loss_mask: 0.4367, decode.d7.loss_dice: 0.6935, decode.d8.loss_cls: 0.1903, decode.d8.loss_mask: 0.4356, decode.d8.loss_dice: 0.6944, loss: 15.2177 2022-04-27 18:10:18,039 - mmseg - INFO - Iter [137750/160000] lr: 1.997e-07, eta: 6:42:39, time: 1.100, data_time: 0.013, memory: 64049, decode.loss_cls: 0.1711, decode.loss_mask: 0.4162, decode.loss_dice: 0.6824, decode.d0.loss_cls: 1.8586, decode.d0.loss_mask: 0.4513, decode.d0.loss_dice: 0.7732, decode.d1.loss_cls: 0.2580, decode.d1.loss_mask: 0.4309, decode.d1.loss_dice: 0.7232, decode.d2.loss_cls: 0.2122, decode.d2.loss_mask: 0.4207, decode.d2.loss_dice: 0.7015, decode.d3.loss_cls: 0.1891, decode.d3.loss_mask: 0.4179, decode.d3.loss_dice: 0.6885, decode.d4.loss_cls: 0.1746, decode.d4.loss_mask: 0.4176, decode.d4.loss_dice: 0.6889, decode.d5.loss_cls: 0.1734, decode.d5.loss_mask: 0.4179, decode.d5.loss_dice: 0.6836, decode.d6.loss_cls: 0.1730, decode.d6.loss_mask: 0.4156, decode.d6.loss_dice: 0.6818, decode.d7.loss_cls: 0.1711, decode.d7.loss_mask: 0.4167, decode.d7.loss_dice: 0.6853, decode.d8.loss_cls: 0.1702, decode.d8.loss_mask: 0.4158, decode.d8.loss_dice: 0.6808, loss: 14.7611 2022-04-27 18:11:12,764 - mmseg - INFO - Iter [137800/160000] lr: 1.992e-07, eta: 6:41:45, time: 1.095, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1648, decode.loss_mask: 0.4265, decode.loss_dice: 0.6706, decode.d0.loss_cls: 1.8405, decode.d0.loss_mask: 0.4697, decode.d0.loss_dice: 0.7712, decode.d1.loss_cls: 0.2438, decode.d1.loss_mask: 0.4469, decode.d1.loss_dice: 0.7132, decode.d2.loss_cls: 0.1988, decode.d2.loss_mask: 0.4379, decode.d2.loss_dice: 0.6952, decode.d3.loss_cls: 0.1769, decode.d3.loss_mask: 0.4336, decode.d3.loss_dice: 0.6787, decode.d4.loss_cls: 0.1749, decode.d4.loss_mask: 0.4307, decode.d4.loss_dice: 0.6803, decode.d5.loss_cls: 0.1726, decode.d5.loss_mask: 0.4294, decode.d5.loss_dice: 0.6746, decode.d6.loss_cls: 0.1657, decode.d6.loss_mask: 0.4281, decode.d6.loss_dice: 0.6717, decode.d7.loss_cls: 0.1617, decode.d7.loss_mask: 0.4290, decode.d7.loss_dice: 0.6732, decode.d8.loss_cls: 0.1593, decode.d8.loss_mask: 0.4269, decode.d8.loss_dice: 0.6728, loss: 14.7193 2022-04-27 18:12:06,597 - mmseg - INFO - Iter [137850/160000] lr: 1.988e-07, eta: 6:40:50, time: 1.077, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1713, decode.loss_mask: 0.4156, decode.loss_dice: 0.6730, decode.d0.loss_cls: 1.8366, decode.d0.loss_mask: 0.4571, decode.d0.loss_dice: 0.7751, decode.d1.loss_cls: 0.2634, decode.d1.loss_mask: 0.4299, decode.d1.loss_dice: 0.7156, decode.d2.loss_cls: 0.2203, decode.d2.loss_mask: 0.4236, decode.d2.loss_dice: 0.6946, decode.d3.loss_cls: 0.1934, decode.d3.loss_mask: 0.4192, decode.d3.loss_dice: 0.6783, decode.d4.loss_cls: 0.1906, decode.d4.loss_mask: 0.4177, decode.d4.loss_dice: 0.6759, decode.d5.loss_cls: 0.1780, decode.d5.loss_mask: 0.4178, decode.d5.loss_dice: 0.6770, decode.d6.loss_cls: 0.1814, decode.d6.loss_mask: 0.4162, decode.d6.loss_dice: 0.6709, decode.d7.loss_cls: 0.1762, decode.d7.loss_mask: 0.4155, decode.d7.loss_dice: 0.6711, decode.d8.loss_cls: 0.1787, decode.d8.loss_mask: 0.4151, decode.d8.loss_dice: 0.6697, loss: 14.7189 2022-04-27 18:13:01,184 - mmseg - INFO - Iter [137900/160000] lr: 1.983e-07, eta: 6:39:56, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1715, decode.loss_mask: 0.4139, decode.loss_dice: 0.6432, decode.d0.loss_cls: 1.8555, decode.d0.loss_mask: 0.4531, decode.d0.loss_dice: 0.7453, decode.d1.loss_cls: 0.2442, decode.d1.loss_mask: 0.4271, decode.d1.loss_dice: 0.6831, decode.d2.loss_cls: 0.2044, decode.d2.loss_mask: 0.4180, decode.d2.loss_dice: 0.6555, decode.d3.loss_cls: 0.1905, decode.d3.loss_mask: 0.4177, decode.d3.loss_dice: 0.6494, decode.d4.loss_cls: 0.1797, decode.d4.loss_mask: 0.4165, decode.d4.loss_dice: 0.6505, decode.d5.loss_cls: 0.1734, decode.d5.loss_mask: 0.4155, decode.d5.loss_dice: 0.6486, decode.d6.loss_cls: 0.1788, decode.d6.loss_mask: 0.4149, decode.d6.loss_dice: 0.6460, decode.d7.loss_cls: 0.1704, decode.d7.loss_mask: 0.4126, decode.d7.loss_dice: 0.6420, decode.d8.loss_cls: 0.1701, decode.d8.loss_mask: 0.4151, decode.d8.loss_dice: 0.6460, loss: 14.3525 2022-04-27 18:13:54,636 - mmseg - INFO - Iter [137950/160000] lr: 1.979e-07, eta: 6:39:01, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1819, decode.loss_mask: 0.4360, decode.loss_dice: 0.6693, decode.d0.loss_cls: 1.7536, decode.d0.loss_mask: 0.4820, decode.d0.loss_dice: 0.7697, decode.d1.loss_cls: 0.2566, decode.d1.loss_mask: 0.4557, decode.d1.loss_dice: 0.7147, decode.d2.loss_cls: 0.2187, decode.d2.loss_mask: 0.4460, decode.d2.loss_dice: 0.6924, decode.d3.loss_cls: 0.1980, decode.d3.loss_mask: 0.4420, decode.d3.loss_dice: 0.6813, decode.d4.loss_cls: 0.1948, decode.d4.loss_mask: 0.4405, decode.d4.loss_dice: 0.6815, decode.d5.loss_cls: 0.1827, decode.d5.loss_mask: 0.4399, decode.d5.loss_dice: 0.6762, decode.d6.loss_cls: 0.1807, decode.d6.loss_mask: 0.4390, decode.d6.loss_dice: 0.6754, decode.d7.loss_cls: 0.1740, decode.d7.loss_mask: 0.4397, decode.d7.loss_dice: 0.6764, decode.d8.loss_cls: 0.1813, decode.d8.loss_mask: 0.4367, decode.d8.loss_dice: 0.6777, loss: 14.8944 2022-04-27 18:14:49,177 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 18:14:49,178 - mmseg - INFO - Iter [138000/160000] lr: 1.974e-07, eta: 6:38:07, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1775, decode.loss_mask: 0.4412, decode.loss_dice: 0.6877, decode.d0.loss_cls: 1.8548, decode.d0.loss_mask: 0.4823, decode.d0.loss_dice: 0.7827, decode.d1.loss_cls: 0.2523, decode.d1.loss_mask: 0.4544, decode.d1.loss_dice: 0.7232, decode.d2.loss_cls: 0.2118, decode.d2.loss_mask: 0.4462, decode.d2.loss_dice: 0.7055, decode.d3.loss_cls: 0.1991, decode.d3.loss_mask: 0.4428, decode.d3.loss_dice: 0.6909, decode.d4.loss_cls: 0.1913, decode.d4.loss_mask: 0.4408, decode.d4.loss_dice: 0.6936, decode.d5.loss_cls: 0.1825, decode.d5.loss_mask: 0.4412, decode.d5.loss_dice: 0.6871, decode.d6.loss_cls: 0.1828, decode.d6.loss_mask: 0.4410, decode.d6.loss_dice: 0.6910, decode.d7.loss_cls: 0.1803, decode.d7.loss_mask: 0.4416, decode.d7.loss_dice: 0.6848, decode.d8.loss_cls: 0.1798, decode.d8.loss_mask: 0.4407, decode.d8.loss_dice: 0.6850, loss: 15.1157 2022-04-27 18:15:43,252 - mmseg - INFO - Iter [138050/160000] lr: 1.970e-07, eta: 6:37:13, time: 1.081, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1838, decode.loss_mask: 0.4363, decode.loss_dice: 0.6762, decode.d0.loss_cls: 1.8589, decode.d0.loss_mask: 0.4835, decode.d0.loss_dice: 0.7902, decode.d1.loss_cls: 0.2737, decode.d1.loss_mask: 0.4534, decode.d1.loss_dice: 0.7188, decode.d2.loss_cls: 0.2339, decode.d2.loss_mask: 0.4456, decode.d2.loss_dice: 0.6993, decode.d3.loss_cls: 0.2064, decode.d3.loss_mask: 0.4406, decode.d3.loss_dice: 0.6830, decode.d4.loss_cls: 0.1955, decode.d4.loss_mask: 0.4391, decode.d4.loss_dice: 0.6841, decode.d5.loss_cls: 0.1905, decode.d5.loss_mask: 0.4398, decode.d5.loss_dice: 0.6848, decode.d6.loss_cls: 0.1856, decode.d6.loss_mask: 0.4380, decode.d6.loss_dice: 0.6791, decode.d7.loss_cls: 0.1794, decode.d7.loss_mask: 0.4381, decode.d7.loss_dice: 0.6776, decode.d8.loss_cls: 0.1841, decode.d8.loss_mask: 0.4365, decode.d8.loss_dice: 0.6773, loss: 15.1130 2022-04-27 18:16:37,708 - mmseg - INFO - Iter [138100/160000] lr: 1.965e-07, eta: 6:36:19, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1838, decode.loss_mask: 0.4230, decode.loss_dice: 0.6706, decode.d0.loss_cls: 1.8378, decode.d0.loss_mask: 0.4691, decode.d0.loss_dice: 0.7740, decode.d1.loss_cls: 0.2630, decode.d1.loss_mask: 0.4403, decode.d1.loss_dice: 0.7163, decode.d2.loss_cls: 0.2267, decode.d2.loss_mask: 0.4314, decode.d2.loss_dice: 0.6922, decode.d3.loss_cls: 0.2029, decode.d3.loss_mask: 0.4276, decode.d3.loss_dice: 0.6843, decode.d4.loss_cls: 0.1959, decode.d4.loss_mask: 0.4264, decode.d4.loss_dice: 0.6799, decode.d5.loss_cls: 0.1964, decode.d5.loss_mask: 0.4269, decode.d5.loss_dice: 0.6732, decode.d6.loss_cls: 0.1898, decode.d6.loss_mask: 0.4244, decode.d6.loss_dice: 0.6753, decode.d7.loss_cls: 0.1909, decode.d7.loss_mask: 0.4228, decode.d7.loss_dice: 0.6705, decode.d8.loss_cls: 0.1794, decode.d8.loss_mask: 0.4234, decode.d8.loss_dice: 0.6735, loss: 14.8916 2022-04-27 18:17:32,629 - mmseg - INFO - Iter [138150/160000] lr: 1.961e-07, eta: 6:35:24, time: 1.098, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1794, decode.loss_mask: 0.4324, decode.loss_dice: 0.6962, decode.d0.loss_cls: 1.8557, decode.d0.loss_mask: 0.4776, decode.d0.loss_dice: 0.7999, decode.d1.loss_cls: 0.2599, decode.d1.loss_mask: 0.4472, decode.d1.loss_dice: 0.7388, decode.d2.loss_cls: 0.2124, decode.d2.loss_mask: 0.4425, decode.d2.loss_dice: 0.7190, decode.d3.loss_cls: 0.1942, decode.d3.loss_mask: 0.4391, decode.d3.loss_dice: 0.6999, decode.d4.loss_cls: 0.1920, decode.d4.loss_mask: 0.4372, decode.d4.loss_dice: 0.7008, decode.d5.loss_cls: 0.1853, decode.d5.loss_mask: 0.4372, decode.d5.loss_dice: 0.6997, decode.d6.loss_cls: 0.1822, decode.d6.loss_mask: 0.4355, decode.d6.loss_dice: 0.6951, decode.d7.loss_cls: 0.1820, decode.d7.loss_mask: 0.4335, decode.d7.loss_dice: 0.6937, decode.d8.loss_cls: 0.1817, decode.d8.loss_mask: 0.4336, decode.d8.loss_dice: 0.6967, loss: 15.1804 2022-04-27 18:18:27,434 - mmseg - INFO - Iter [138200/160000] lr: 1.956e-07, eta: 6:34:30, time: 1.096, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1843, decode.loss_mask: 0.4413, decode.loss_dice: 0.6875, decode.d0.loss_cls: 1.8543, decode.d0.loss_mask: 0.4916, decode.d0.loss_dice: 0.7942, decode.d1.loss_cls: 0.2709, decode.d1.loss_mask: 0.4610, decode.d1.loss_dice: 0.7296, decode.d2.loss_cls: 0.2291, decode.d2.loss_mask: 0.4515, decode.d2.loss_dice: 0.7112, decode.d3.loss_cls: 0.2117, decode.d3.loss_mask: 0.4471, decode.d3.loss_dice: 0.6929, decode.d4.loss_cls: 0.2036, decode.d4.loss_mask: 0.4450, decode.d4.loss_dice: 0.6903, decode.d5.loss_cls: 0.2000, decode.d5.loss_mask: 0.4433, decode.d5.loss_dice: 0.6895, decode.d6.loss_cls: 0.1935, decode.d6.loss_mask: 0.4425, decode.d6.loss_dice: 0.6867, decode.d7.loss_cls: 0.1915, decode.d7.loss_mask: 0.4416, decode.d7.loss_dice: 0.6894, decode.d8.loss_cls: 0.1858, decode.d8.loss_mask: 0.4427, decode.d8.loss_dice: 0.6901, loss: 15.2937 2022-04-27 18:19:21,441 - mmseg - INFO - Iter [138250/160000] lr: 1.952e-07, eta: 6:33:36, time: 1.080, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1771, decode.loss_mask: 0.4254, decode.loss_dice: 0.6556, decode.d0.loss_cls: 1.8237, decode.d0.loss_mask: 0.4653, decode.d0.loss_dice: 0.7546, decode.d1.loss_cls: 0.2538, decode.d1.loss_mask: 0.4403, decode.d1.loss_dice: 0.6956, decode.d2.loss_cls: 0.2169, decode.d2.loss_mask: 0.4315, decode.d2.loss_dice: 0.6785, decode.d3.loss_cls: 0.1941, decode.d3.loss_mask: 0.4295, decode.d3.loss_dice: 0.6622, decode.d4.loss_cls: 0.1859, decode.d4.loss_mask: 0.4291, decode.d4.loss_dice: 0.6648, decode.d5.loss_cls: 0.1867, decode.d5.loss_mask: 0.4278, decode.d5.loss_dice: 0.6612, decode.d6.loss_cls: 0.1814, decode.d6.loss_mask: 0.4263, decode.d6.loss_dice: 0.6587, decode.d7.loss_cls: 0.1802, decode.d7.loss_mask: 0.4258, decode.d7.loss_dice: 0.6589, decode.d8.loss_cls: 0.1762, decode.d8.loss_mask: 0.4246, decode.d8.loss_dice: 0.6572, loss: 14.6487 2022-04-27 18:20:16,382 - mmseg - INFO - Iter [138300/160000] lr: 1.947e-07, eta: 6:32:42, time: 1.099, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1705, decode.loss_mask: 0.4331, decode.loss_dice: 0.6805, decode.d0.loss_cls: 1.8402, decode.d0.loss_mask: 0.4755, decode.d0.loss_dice: 0.7857, decode.d1.loss_cls: 0.2659, decode.d1.loss_mask: 0.4518, decode.d1.loss_dice: 0.7197, decode.d2.loss_cls: 0.2185, decode.d2.loss_mask: 0.4386, decode.d2.loss_dice: 0.6973, decode.d3.loss_cls: 0.1966, decode.d3.loss_mask: 0.4366, decode.d3.loss_dice: 0.6836, decode.d4.loss_cls: 0.1857, decode.d4.loss_mask: 0.4353, decode.d4.loss_dice: 0.6849, decode.d5.loss_cls: 0.1812, decode.d5.loss_mask: 0.4341, decode.d5.loss_dice: 0.6816, decode.d6.loss_cls: 0.1785, decode.d6.loss_mask: 0.4334, decode.d6.loss_dice: 0.6842, decode.d7.loss_cls: 0.1736, decode.d7.loss_mask: 0.4335, decode.d7.loss_dice: 0.6800, decode.d8.loss_cls: 0.1688, decode.d8.loss_mask: 0.4320, decode.d8.loss_dice: 0.6830, loss: 14.9639 2022-04-27 18:21:11,245 - mmseg - INFO - Iter [138350/160000] lr: 1.943e-07, eta: 6:31:48, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1744, decode.loss_mask: 0.4146, decode.loss_dice: 0.6771, decode.d0.loss_cls: 1.8629, decode.d0.loss_mask: 0.4575, decode.d0.loss_dice: 0.7777, decode.d1.loss_cls: 0.2543, decode.d1.loss_mask: 0.4316, decode.d1.loss_dice: 0.7125, decode.d2.loss_cls: 0.2135, decode.d2.loss_mask: 0.4227, decode.d2.loss_dice: 0.6972, decode.d3.loss_cls: 0.1906, decode.d3.loss_mask: 0.4201, decode.d3.loss_dice: 0.6838, decode.d4.loss_cls: 0.1851, decode.d4.loss_mask: 0.4188, decode.d4.loss_dice: 0.6846, decode.d5.loss_cls: 0.1856, decode.d5.loss_mask: 0.4178, decode.d5.loss_dice: 0.6802, decode.d6.loss_cls: 0.1796, decode.d6.loss_mask: 0.4151, decode.d6.loss_dice: 0.6779, decode.d7.loss_cls: 0.1800, decode.d7.loss_mask: 0.4139, decode.d7.loss_dice: 0.6782, decode.d8.loss_cls: 0.1834, decode.d8.loss_mask: 0.4159, decode.d8.loss_dice: 0.6768, loss: 14.7835 2022-04-27 18:22:05,912 - mmseg - INFO - Iter [138400/160000] lr: 1.938e-07, eta: 6:30:53, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1803, decode.loss_mask: 0.4418, decode.loss_dice: 0.6772, decode.d0.loss_cls: 1.8305, decode.d0.loss_mask: 0.4846, decode.d0.loss_dice: 0.7773, decode.d1.loss_cls: 0.2508, decode.d1.loss_mask: 0.4553, decode.d1.loss_dice: 0.7180, decode.d2.loss_cls: 0.2186, decode.d2.loss_mask: 0.4505, decode.d2.loss_dice: 0.6971, decode.d3.loss_cls: 0.2075, decode.d3.loss_mask: 0.4454, decode.d3.loss_dice: 0.6811, decode.d4.loss_cls: 0.1947, decode.d4.loss_mask: 0.4456, decode.d4.loss_dice: 0.6840, decode.d5.loss_cls: 0.1904, decode.d5.loss_mask: 0.4447, decode.d5.loss_dice: 0.6774, decode.d6.loss_cls: 0.1850, decode.d6.loss_mask: 0.4425, decode.d6.loss_dice: 0.6793, decode.d7.loss_cls: 0.1824, decode.d7.loss_mask: 0.4422, decode.d7.loss_dice: 0.6782, decode.d8.loss_cls: 0.1768, decode.d8.loss_mask: 0.4420, decode.d8.loss_dice: 0.6768, loss: 15.0579 2022-04-27 18:23:01,019 - mmseg - INFO - Iter [138450/160000] lr: 1.934e-07, eta: 6:29:59, time: 1.103, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1739, decode.loss_mask: 0.4198, decode.loss_dice: 0.6687, decode.d0.loss_cls: 1.8209, decode.d0.loss_mask: 0.4591, decode.d0.loss_dice: 0.7681, decode.d1.loss_cls: 0.2653, decode.d1.loss_mask: 0.4338, decode.d1.loss_dice: 0.7014, decode.d2.loss_cls: 0.2151, decode.d2.loss_mask: 0.4284, decode.d2.loss_dice: 0.6848, decode.d3.loss_cls: 0.2007, decode.d3.loss_mask: 0.4242, decode.d3.loss_dice: 0.6733, decode.d4.loss_cls: 0.1872, decode.d4.loss_mask: 0.4225, decode.d4.loss_dice: 0.6733, decode.d5.loss_cls: 0.1844, decode.d5.loss_mask: 0.4227, decode.d5.loss_dice: 0.6754, decode.d6.loss_cls: 0.1785, decode.d6.loss_mask: 0.4214, decode.d6.loss_dice: 0.6708, decode.d7.loss_cls: 0.1802, decode.d7.loss_mask: 0.4200, decode.d7.loss_dice: 0.6700, decode.d8.loss_cls: 0.1739, decode.d8.loss_mask: 0.4201, decode.d8.loss_dice: 0.6720, loss: 14.7097 2022-04-27 18:23:55,407 - mmseg - INFO - Iter [138500/160000] lr: 1.929e-07, eta: 6:29:05, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1584, decode.loss_mask: 0.4265, decode.loss_dice: 0.6594, decode.d0.loss_cls: 1.8093, decode.d0.loss_mask: 0.4701, decode.d0.loss_dice: 0.7491, decode.d1.loss_cls: 0.2380, decode.d1.loss_mask: 0.4403, decode.d1.loss_dice: 0.6893, decode.d2.loss_cls: 0.1874, decode.d2.loss_mask: 0.4348, decode.d2.loss_dice: 0.6745, decode.d3.loss_cls: 0.1757, decode.d3.loss_mask: 0.4320, decode.d3.loss_dice: 0.6654, decode.d4.loss_cls: 0.1684, decode.d4.loss_mask: 0.4323, decode.d4.loss_dice: 0.6651, decode.d5.loss_cls: 0.1667, decode.d5.loss_mask: 0.4311, decode.d5.loss_dice: 0.6615, decode.d6.loss_cls: 0.1626, decode.d6.loss_mask: 0.4297, decode.d6.loss_dice: 0.6579, decode.d7.loss_cls: 0.1591, decode.d7.loss_mask: 0.4292, decode.d7.loss_dice: 0.6591, decode.d8.loss_cls: 0.1566, decode.d8.loss_mask: 0.4289, decode.d8.loss_dice: 0.6584, loss: 14.4767 2022-04-27 18:24:49,759 - mmseg - INFO - Iter [138550/160000] lr: 1.925e-07, eta: 6:28:11, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1742, decode.loss_mask: 0.4278, decode.loss_dice: 0.6831, decode.d0.loss_cls: 1.8282, decode.d0.loss_mask: 0.4767, decode.d0.loss_dice: 0.7910, decode.d1.loss_cls: 0.2584, decode.d1.loss_mask: 0.4490, decode.d1.loss_dice: 0.7276, decode.d2.loss_cls: 0.2231, decode.d2.loss_mask: 0.4369, decode.d2.loss_dice: 0.7083, decode.d3.loss_cls: 0.1998, decode.d3.loss_mask: 0.4326, decode.d3.loss_dice: 0.6913, decode.d4.loss_cls: 0.1900, decode.d4.loss_mask: 0.4320, decode.d4.loss_dice: 0.6908, decode.d5.loss_cls: 0.1803, decode.d5.loss_mask: 0.4314, decode.d5.loss_dice: 0.6956, decode.d6.loss_cls: 0.1792, decode.d6.loss_mask: 0.4304, decode.d6.loss_dice: 0.6876, decode.d7.loss_cls: 0.1742, decode.d7.loss_mask: 0.4300, decode.d7.loss_dice: 0.6899, decode.d8.loss_cls: 0.1768, decode.d8.loss_mask: 0.4289, decode.d8.loss_dice: 0.6829, loss: 15.0082 2022-04-27 18:25:43,843 - mmseg - INFO - Iter [138600/160000] lr: 1.920e-07, eta: 6:27:16, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1712, decode.loss_mask: 0.4271, decode.loss_dice: 0.6867, decode.d0.loss_cls: 1.8364, decode.d0.loss_mask: 0.4694, decode.d0.loss_dice: 0.7941, decode.d1.loss_cls: 0.2625, decode.d1.loss_mask: 0.4452, decode.d1.loss_dice: 0.7239, decode.d2.loss_cls: 0.2154, decode.d2.loss_mask: 0.4371, decode.d2.loss_dice: 0.7050, decode.d3.loss_cls: 0.2011, decode.d3.loss_mask: 0.4328, decode.d3.loss_dice: 0.6922, decode.d4.loss_cls: 0.1887, decode.d4.loss_mask: 0.4310, decode.d4.loss_dice: 0.6931, decode.d5.loss_cls: 0.1809, decode.d5.loss_mask: 0.4288, decode.d5.loss_dice: 0.6927, decode.d6.loss_cls: 0.1829, decode.d6.loss_mask: 0.4276, decode.d6.loss_dice: 0.6859, decode.d7.loss_cls: 0.1725, decode.d7.loss_mask: 0.4279, decode.d7.loss_dice: 0.6859, decode.d8.loss_cls: 0.1728, decode.d8.loss_mask: 0.4275, decode.d8.loss_dice: 0.6876, loss: 14.9859 2022-04-27 18:26:38,032 - mmseg - INFO - Iter [138650/160000] lr: 1.916e-07, eta: 6:26:22, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1811, decode.loss_mask: 0.4271, decode.loss_dice: 0.6913, decode.d0.loss_cls: 1.8292, decode.d0.loss_mask: 0.4634, decode.d0.loss_dice: 0.7857, decode.d1.loss_cls: 0.2688, decode.d1.loss_mask: 0.4413, decode.d1.loss_dice: 0.7275, decode.d2.loss_cls: 0.2253, decode.d2.loss_mask: 0.4338, decode.d2.loss_dice: 0.7082, decode.d3.loss_cls: 0.2116, decode.d3.loss_mask: 0.4297, decode.d3.loss_dice: 0.6953, decode.d4.loss_cls: 0.2013, decode.d4.loss_mask: 0.4280, decode.d4.loss_dice: 0.6974, decode.d5.loss_cls: 0.1934, decode.d5.loss_mask: 0.4284, decode.d5.loss_dice: 0.6954, decode.d6.loss_cls: 0.1894, decode.d6.loss_mask: 0.4275, decode.d6.loss_dice: 0.6920, decode.d7.loss_cls: 0.1863, decode.d7.loss_mask: 0.4265, decode.d7.loss_dice: 0.6922, decode.d8.loss_cls: 0.1828, decode.d8.loss_mask: 0.4264, decode.d8.loss_dice: 0.6919, loss: 15.0784 2022-04-27 18:27:32,158 - mmseg - INFO - Iter [138700/160000] lr: 1.911e-07, eta: 6:25:28, time: 1.083, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1828, decode.loss_mask: 0.4209, decode.loss_dice: 0.6785, decode.d0.loss_cls: 1.8423, decode.d0.loss_mask: 0.4605, decode.d0.loss_dice: 0.7829, decode.d1.loss_cls: 0.2562, decode.d1.loss_mask: 0.4364, decode.d1.loss_dice: 0.7208, decode.d2.loss_cls: 0.2148, decode.d2.loss_mask: 0.4297, decode.d2.loss_dice: 0.7003, decode.d3.loss_cls: 0.2001, decode.d3.loss_mask: 0.4249, decode.d3.loss_dice: 0.6849, decode.d4.loss_cls: 0.1922, decode.d4.loss_mask: 0.4228, decode.d4.loss_dice: 0.6853, decode.d5.loss_cls: 0.1839, decode.d5.loss_mask: 0.4226, decode.d5.loss_dice: 0.6889, decode.d6.loss_cls: 0.1825, decode.d6.loss_mask: 0.4225, decode.d6.loss_dice: 0.6775, decode.d7.loss_cls: 0.1818, decode.d7.loss_mask: 0.4215, decode.d7.loss_dice: 0.6792, decode.d8.loss_cls: 0.1852, decode.d8.loss_mask: 0.4211, decode.d8.loss_dice: 0.6782, loss: 14.8812 2022-04-27 18:28:26,024 - mmseg - INFO - Iter [138750/160000] lr: 1.907e-07, eta: 6:24:33, time: 1.077, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1691, decode.loss_mask: 0.4333, decode.loss_dice: 0.6698, decode.d0.loss_cls: 1.8190, decode.d0.loss_mask: 0.4787, decode.d0.loss_dice: 0.7657, decode.d1.loss_cls: 0.2305, decode.d1.loss_mask: 0.4512, decode.d1.loss_dice: 0.7132, decode.d2.loss_cls: 0.2010, decode.d2.loss_mask: 0.4424, decode.d2.loss_dice: 0.6943, decode.d3.loss_cls: 0.1802, decode.d3.loss_mask: 0.4385, decode.d3.loss_dice: 0.6807, decode.d4.loss_cls: 0.1734, decode.d4.loss_mask: 0.4379, decode.d4.loss_dice: 0.6819, decode.d5.loss_cls: 0.1684, decode.d5.loss_mask: 0.4373, decode.d5.loss_dice: 0.6776, decode.d6.loss_cls: 0.1692, decode.d6.loss_mask: 0.4361, decode.d6.loss_dice: 0.6738, decode.d7.loss_cls: 0.1651, decode.d7.loss_mask: 0.4349, decode.d7.loss_dice: 0.6775, decode.d8.loss_cls: 0.1657, decode.d8.loss_mask: 0.4335, decode.d8.loss_dice: 0.6728, loss: 14.7727 2022-04-27 18:29:19,565 - mmseg - INFO - Iter [138800/160000] lr: 1.903e-07, eta: 6:23:39, time: 1.071, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1745, decode.loss_mask: 0.4386, decode.loss_dice: 0.6599, decode.d0.loss_cls: 1.8438, decode.d0.loss_mask: 0.4808, decode.d0.loss_dice: 0.7627, decode.d1.loss_cls: 0.2536, decode.d1.loss_mask: 0.4557, decode.d1.loss_dice: 0.7030, decode.d2.loss_cls: 0.2198, decode.d2.loss_mask: 0.4443, decode.d2.loss_dice: 0.6789, decode.d3.loss_cls: 0.1980, decode.d3.loss_mask: 0.4400, decode.d3.loss_dice: 0.6649, decode.d4.loss_cls: 0.1921, decode.d4.loss_mask: 0.4408, decode.d4.loss_dice: 0.6672, decode.d5.loss_cls: 0.1829, decode.d5.loss_mask: 0.4394, decode.d5.loss_dice: 0.6665, decode.d6.loss_cls: 0.1788, decode.d6.loss_mask: 0.4406, decode.d6.loss_dice: 0.6630, decode.d7.loss_cls: 0.1772, decode.d7.loss_mask: 0.4379, decode.d7.loss_dice: 0.6616, decode.d8.loss_cls: 0.1771, decode.d8.loss_mask: 0.4387, decode.d8.loss_dice: 0.6613, loss: 14.8439 2022-04-27 18:30:13,708 - mmseg - INFO - Iter [138850/160000] lr: 1.898e-07, eta: 6:22:45, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1926, decode.loss_mask: 0.4398, decode.loss_dice: 0.6907, decode.d0.loss_cls: 1.8414, decode.d0.loss_mask: 0.4834, decode.d0.loss_dice: 0.7940, decode.d1.loss_cls: 0.2839, decode.d1.loss_mask: 0.4581, decode.d1.loss_dice: 0.7315, decode.d2.loss_cls: 0.2394, decode.d2.loss_mask: 0.4489, decode.d2.loss_dice: 0.7118, decode.d3.loss_cls: 0.2130, decode.d3.loss_mask: 0.4431, decode.d3.loss_dice: 0.6961, decode.d4.loss_cls: 0.2100, decode.d4.loss_mask: 0.4420, decode.d4.loss_dice: 0.6945, decode.d5.loss_cls: 0.2001, decode.d5.loss_mask: 0.4426, decode.d5.loss_dice: 0.6960, decode.d6.loss_cls: 0.1959, decode.d6.loss_mask: 0.4408, decode.d6.loss_dice: 0.6890, decode.d7.loss_cls: 0.1933, decode.d7.loss_mask: 0.4406, decode.d7.loss_dice: 0.6884, decode.d8.loss_cls: 0.1924, decode.d8.loss_mask: 0.4407, decode.d8.loss_dice: 0.6888, loss: 15.3230 2022-04-27 18:31:06,761 - mmseg - INFO - Iter [138900/160000] lr: 1.894e-07, eta: 6:21:50, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1774, decode.loss_mask: 0.4401, decode.loss_dice: 0.6832, decode.d0.loss_cls: 1.8113, decode.d0.loss_mask: 0.4846, decode.d0.loss_dice: 0.7873, decode.d1.loss_cls: 0.2588, decode.d1.loss_mask: 0.4560, decode.d1.loss_dice: 0.7179, decode.d2.loss_cls: 0.2055, decode.d2.loss_mask: 0.4490, decode.d2.loss_dice: 0.7018, decode.d3.loss_cls: 0.1907, decode.d3.loss_mask: 0.4442, decode.d3.loss_dice: 0.6896, decode.d4.loss_cls: 0.1864, decode.d4.loss_mask: 0.4429, decode.d4.loss_dice: 0.6931, decode.d5.loss_cls: 0.1828, decode.d5.loss_mask: 0.4420, decode.d5.loss_dice: 0.6891, decode.d6.loss_cls: 0.1798, decode.d6.loss_mask: 0.4419, decode.d6.loss_dice: 0.6832, decode.d7.loss_cls: 0.1846, decode.d7.loss_mask: 0.4413, decode.d7.loss_dice: 0.6823, decode.d8.loss_cls: 0.1798, decode.d8.loss_mask: 0.4404, decode.d8.loss_dice: 0.6885, loss: 15.0553 2022-04-27 18:32:03,745 - mmseg - INFO - Iter [138950/160000] lr: 1.889e-07, eta: 6:20:56, time: 1.140, data_time: 0.067, memory: 64049, decode.loss_cls: 0.1699, decode.loss_mask: 0.4365, decode.loss_dice: 0.6809, decode.d0.loss_cls: 1.8190, decode.d0.loss_mask: 0.4854, decode.d0.loss_dice: 0.7776, decode.d1.loss_cls: 0.2506, decode.d1.loss_mask: 0.4549, decode.d1.loss_dice: 0.7200, decode.d2.loss_cls: 0.2060, decode.d2.loss_mask: 0.4453, decode.d2.loss_dice: 0.6968, decode.d3.loss_cls: 0.1874, decode.d3.loss_mask: 0.4424, decode.d3.loss_dice: 0.6855, decode.d4.loss_cls: 0.1839, decode.d4.loss_mask: 0.4391, decode.d4.loss_dice: 0.6865, decode.d5.loss_cls: 0.1764, decode.d5.loss_mask: 0.4393, decode.d5.loss_dice: 0.6841, decode.d6.loss_cls: 0.1701, decode.d6.loss_mask: 0.4390, decode.d6.loss_dice: 0.6810, decode.d7.loss_cls: 0.1736, decode.d7.loss_mask: 0.4385, decode.d7.loss_dice: 0.6811, decode.d8.loss_cls: 0.1700, decode.d8.loss_mask: 0.4367, decode.d8.loss_dice: 0.6792, loss: 14.9367 2022-04-27 18:32:57,046 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 18:32:57,049 - mmseg - INFO - Iter [139000/160000] lr: 1.885e-07, eta: 6:20:02, time: 1.066, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1889, decode.loss_mask: 0.4403, decode.loss_dice: 0.6919, decode.d0.loss_cls: 1.8772, decode.d0.loss_mask: 0.4868, decode.d0.loss_dice: 0.7926, decode.d1.loss_cls: 0.2823, decode.d1.loss_mask: 0.4588, decode.d1.loss_dice: 0.7327, decode.d2.loss_cls: 0.2352, decode.d2.loss_mask: 0.4503, decode.d2.loss_dice: 0.7104, decode.d3.loss_cls: 0.2109, decode.d3.loss_mask: 0.4444, decode.d3.loss_dice: 0.7002, decode.d4.loss_cls: 0.2055, decode.d4.loss_mask: 0.4440, decode.d4.loss_dice: 0.7025, decode.d5.loss_cls: 0.1963, decode.d5.loss_mask: 0.4434, decode.d5.loss_dice: 0.7000, decode.d6.loss_cls: 0.1907, decode.d6.loss_mask: 0.4425, decode.d6.loss_dice: 0.6945, decode.d7.loss_cls: 0.1919, decode.d7.loss_mask: 0.4412, decode.d7.loss_dice: 0.6942, decode.d8.loss_cls: 0.1888, decode.d8.loss_mask: 0.4404, decode.d8.loss_dice: 0.6946, loss: 15.3734 2022-04-27 18:33:50,492 - mmseg - INFO - Iter [139050/160000] lr: 1.880e-07, eta: 6:19:07, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1838, decode.loss_mask: 0.4164, decode.loss_dice: 0.6609, decode.d0.loss_cls: 1.8402, decode.d0.loss_mask: 0.4566, decode.d0.loss_dice: 0.7669, decode.d1.loss_cls: 0.2556, decode.d1.loss_mask: 0.4316, decode.d1.loss_dice: 0.7059, decode.d2.loss_cls: 0.2194, decode.d2.loss_mask: 0.4246, decode.d2.loss_dice: 0.6837, decode.d3.loss_cls: 0.1978, decode.d3.loss_mask: 0.4210, decode.d3.loss_dice: 0.6704, decode.d4.loss_cls: 0.1895, decode.d4.loss_mask: 0.4184, decode.d4.loss_dice: 0.6716, decode.d5.loss_cls: 0.1865, decode.d5.loss_mask: 0.4180, decode.d5.loss_dice: 0.6691, decode.d6.loss_cls: 0.1810, decode.d6.loss_mask: 0.4180, decode.d6.loss_dice: 0.6667, decode.d7.loss_cls: 0.1780, decode.d7.loss_mask: 0.4179, decode.d7.loss_dice: 0.6638, decode.d8.loss_cls: 0.1804, decode.d8.loss_mask: 0.4173, decode.d8.loss_dice: 0.6621, loss: 14.6731 2022-04-27 18:34:44,431 - mmseg - INFO - Iter [139100/160000] lr: 1.876e-07, eta: 6:18:13, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1560, decode.loss_mask: 0.4087, decode.loss_dice: 0.6683, decode.d0.loss_cls: 1.8363, decode.d0.loss_mask: 0.4494, decode.d0.loss_dice: 0.7623, decode.d1.loss_cls: 0.2441, decode.d1.loss_mask: 0.4257, decode.d1.loss_dice: 0.7056, decode.d2.loss_cls: 0.2044, decode.d2.loss_mask: 0.4187, decode.d2.loss_dice: 0.6901, decode.d3.loss_cls: 0.1880, decode.d3.loss_mask: 0.4137, decode.d3.loss_dice: 0.6745, decode.d4.loss_cls: 0.1718, decode.d4.loss_mask: 0.4131, decode.d4.loss_dice: 0.6728, decode.d5.loss_cls: 0.1670, decode.d5.loss_mask: 0.4119, decode.d5.loss_dice: 0.6753, decode.d6.loss_cls: 0.1627, decode.d6.loss_mask: 0.4103, decode.d6.loss_dice: 0.6727, decode.d7.loss_cls: 0.1652, decode.d7.loss_mask: 0.4098, decode.d7.loss_dice: 0.6703, decode.d8.loss_cls: 0.1573, decode.d8.loss_mask: 0.4094, decode.d8.loss_dice: 0.6684, loss: 14.4840 2022-04-27 18:35:38,663 - mmseg - INFO - Iter [139150/160000] lr: 1.871e-07, eta: 6:17:19, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1714, decode.loss_mask: 0.4403, decode.loss_dice: 0.6840, decode.d0.loss_cls: 1.8181, decode.d0.loss_mask: 0.4873, decode.d0.loss_dice: 0.7879, decode.d1.loss_cls: 0.2550, decode.d1.loss_mask: 0.4600, decode.d1.loss_dice: 0.7289, decode.d2.loss_cls: 0.2187, decode.d2.loss_mask: 0.4491, decode.d2.loss_dice: 0.7090, decode.d3.loss_cls: 0.2036, decode.d3.loss_mask: 0.4473, decode.d3.loss_dice: 0.6934, decode.d4.loss_cls: 0.1838, decode.d4.loss_mask: 0.4439, decode.d4.loss_dice: 0.6961, decode.d5.loss_cls: 0.1766, decode.d5.loss_mask: 0.4442, decode.d5.loss_dice: 0.6918, decode.d6.loss_cls: 0.1763, decode.d6.loss_mask: 0.4431, decode.d6.loss_dice: 0.6911, decode.d7.loss_cls: 0.1735, decode.d7.loss_mask: 0.4426, decode.d7.loss_dice: 0.6895, decode.d8.loss_cls: 0.1716, decode.d8.loss_mask: 0.4414, decode.d8.loss_dice: 0.6878, loss: 15.1072 2022-04-27 18:36:32,146 - mmseg - INFO - Iter [139200/160000] lr: 1.867e-07, eta: 6:16:24, time: 1.070, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1610, decode.loss_mask: 0.4100, decode.loss_dice: 0.6537, decode.d0.loss_cls: 1.8486, decode.d0.loss_mask: 0.4551, decode.d0.loss_dice: 0.7532, decode.d1.loss_cls: 0.2398, decode.d1.loss_mask: 0.4291, decode.d1.loss_dice: 0.6934, decode.d2.loss_cls: 0.2071, decode.d2.loss_mask: 0.4191, decode.d2.loss_dice: 0.6741, decode.d3.loss_cls: 0.1908, decode.d3.loss_mask: 0.4131, decode.d3.loss_dice: 0.6586, decode.d4.loss_cls: 0.1779, decode.d4.loss_mask: 0.4114, decode.d4.loss_dice: 0.6570, decode.d5.loss_cls: 0.1719, decode.d5.loss_mask: 0.4114, decode.d5.loss_dice: 0.6573, decode.d6.loss_cls: 0.1708, decode.d6.loss_mask: 0.4084, decode.d6.loss_dice: 0.6557, decode.d7.loss_cls: 0.1679, decode.d7.loss_mask: 0.4083, decode.d7.loss_dice: 0.6516, decode.d8.loss_cls: 0.1648, decode.d8.loss_mask: 0.4080, decode.d8.loss_dice: 0.6499, loss: 14.3788 2022-04-27 18:37:26,026 - mmseg - INFO - Iter [139250/160000] lr: 1.862e-07, eta: 6:15:30, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.2033, decode.loss_mask: 0.4406, decode.loss_dice: 0.6728, decode.d0.loss_cls: 1.8833, decode.d0.loss_mask: 0.4837, decode.d0.loss_dice: 0.7712, decode.d1.loss_cls: 0.2915, decode.d1.loss_mask: 0.4567, decode.d1.loss_dice: 0.7101, decode.d2.loss_cls: 0.2471, decode.d2.loss_mask: 0.4504, decode.d2.loss_dice: 0.6934, decode.d3.loss_cls: 0.2218, decode.d3.loss_mask: 0.4465, decode.d3.loss_dice: 0.6802, decode.d4.loss_cls: 0.2149, decode.d4.loss_mask: 0.4445, decode.d4.loss_dice: 0.6775, decode.d5.loss_cls: 0.2122, decode.d5.loss_mask: 0.4432, decode.d5.loss_dice: 0.6777, decode.d6.loss_cls: 0.2072, decode.d6.loss_mask: 0.4413, decode.d6.loss_dice: 0.6729, decode.d7.loss_cls: 0.2026, decode.d7.loss_mask: 0.4420, decode.d7.loss_dice: 0.6721, decode.d8.loss_cls: 0.1981, decode.d8.loss_mask: 0.4419, decode.d8.loss_dice: 0.6708, loss: 15.2715 2022-04-27 18:38:19,400 - mmseg - INFO - Iter [139300/160000] lr: 1.858e-07, eta: 6:14:35, time: 1.067, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1756, decode.loss_mask: 0.4210, decode.loss_dice: 0.6727, decode.d0.loss_cls: 1.8043, decode.d0.loss_mask: 0.4663, decode.d0.loss_dice: 0.7719, decode.d1.loss_cls: 0.2433, decode.d1.loss_mask: 0.4412, decode.d1.loss_dice: 0.7223, decode.d2.loss_cls: 0.2051, decode.d2.loss_mask: 0.4318, decode.d2.loss_dice: 0.6976, decode.d3.loss_cls: 0.1871, decode.d3.loss_mask: 0.4264, decode.d3.loss_dice: 0.6872, decode.d4.loss_cls: 0.1806, decode.d4.loss_mask: 0.4258, decode.d4.loss_dice: 0.6818, decode.d5.loss_cls: 0.1726, decode.d5.loss_mask: 0.4262, decode.d5.loss_dice: 0.6834, decode.d6.loss_cls: 0.1778, decode.d6.loss_mask: 0.4229, decode.d6.loss_dice: 0.6805, decode.d7.loss_cls: 0.1713, decode.d7.loss_mask: 0.4217, decode.d7.loss_dice: 0.6763, decode.d8.loss_cls: 0.1679, decode.d8.loss_mask: 0.4221, decode.d8.loss_dice: 0.6791, loss: 14.7438 2022-04-27 18:39:13,420 - mmseg - INFO - Iter [139350/160000] lr: 1.853e-07, eta: 6:13:41, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1647, decode.loss_mask: 0.4370, decode.loss_dice: 0.6880, decode.d0.loss_cls: 1.8453, decode.d0.loss_mask: 0.4869, decode.d0.loss_dice: 0.7994, decode.d1.loss_cls: 0.2588, decode.d1.loss_mask: 0.4541, decode.d1.loss_dice: 0.7329, decode.d2.loss_cls: 0.2126, decode.d2.loss_mask: 0.4480, decode.d2.loss_dice: 0.7109, decode.d3.loss_cls: 0.1935, decode.d3.loss_mask: 0.4426, decode.d3.loss_dice: 0.6982, decode.d4.loss_cls: 0.1862, decode.d4.loss_mask: 0.4404, decode.d4.loss_dice: 0.6975, decode.d5.loss_cls: 0.1770, decode.d5.loss_mask: 0.4391, decode.d5.loss_dice: 0.6961, decode.d6.loss_cls: 0.1717, decode.d6.loss_mask: 0.4384, decode.d6.loss_dice: 0.6905, decode.d7.loss_cls: 0.1690, decode.d7.loss_mask: 0.4379, decode.d7.loss_dice: 0.6899, decode.d8.loss_cls: 0.1700, decode.d8.loss_mask: 0.4384, decode.d8.loss_dice: 0.6889, loss: 15.1037 2022-04-27 18:40:06,978 - mmseg - INFO - Iter [139400/160000] lr: 1.849e-07, eta: 6:12:47, time: 1.071, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1767, decode.loss_mask: 0.4500, decode.loss_dice: 0.7149, decode.d0.loss_cls: 1.7922, decode.d0.loss_mask: 0.4939, decode.d0.loss_dice: 0.8138, decode.d1.loss_cls: 0.2513, decode.d1.loss_mask: 0.4622, decode.d1.loss_dice: 0.7563, decode.d2.loss_cls: 0.2186, decode.d2.loss_mask: 0.4528, decode.d2.loss_dice: 0.7318, decode.d3.loss_cls: 0.1938, decode.d3.loss_mask: 0.4510, decode.d3.loss_dice: 0.7218, decode.d4.loss_cls: 0.1868, decode.d4.loss_mask: 0.4527, decode.d4.loss_dice: 0.7173, decode.d5.loss_cls: 0.1815, decode.d5.loss_mask: 0.4513, decode.d5.loss_dice: 0.7218, decode.d6.loss_cls: 0.1790, decode.d6.loss_mask: 0.4511, decode.d6.loss_dice: 0.7209, decode.d7.loss_cls: 0.1798, decode.d7.loss_mask: 0.4492, decode.d7.loss_dice: 0.7133, decode.d8.loss_cls: 0.1780, decode.d8.loss_mask: 0.4488, decode.d8.loss_dice: 0.7140, loss: 15.4267 2022-04-27 18:40:59,985 - mmseg - INFO - Iter [139450/160000] lr: 1.844e-07, eta: 6:11:52, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1837, decode.loss_mask: 0.4377, decode.loss_dice: 0.6960, decode.d0.loss_cls: 1.9005, decode.d0.loss_mask: 0.4831, decode.d0.loss_dice: 0.8047, decode.d1.loss_cls: 0.2670, decode.d1.loss_mask: 0.4528, decode.d1.loss_dice: 0.7403, decode.d2.loss_cls: 0.2368, decode.d2.loss_mask: 0.4475, decode.d2.loss_dice: 0.7163, decode.d3.loss_cls: 0.2125, decode.d3.loss_mask: 0.4431, decode.d3.loss_dice: 0.7009, decode.d4.loss_cls: 0.2057, decode.d4.loss_mask: 0.4418, decode.d4.loss_dice: 0.7009, decode.d5.loss_cls: 0.2020, decode.d5.loss_mask: 0.4401, decode.d5.loss_dice: 0.7012, decode.d6.loss_cls: 0.1929, decode.d6.loss_mask: 0.4393, decode.d6.loss_dice: 0.6982, decode.d7.loss_cls: 0.1910, decode.d7.loss_mask: 0.4381, decode.d7.loss_dice: 0.6955, decode.d8.loss_cls: 0.1902, decode.d8.loss_mask: 0.4378, decode.d8.loss_dice: 0.6953, loss: 15.3929 2022-04-27 18:41:53,427 - mmseg - INFO - Iter [139500/160000] lr: 1.840e-07, eta: 6:10:58, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1916, decode.loss_mask: 0.4390, decode.loss_dice: 0.6795, decode.d0.loss_cls: 1.8532, decode.d0.loss_mask: 0.4859, decode.d0.loss_dice: 0.7860, decode.d1.loss_cls: 0.2668, decode.d1.loss_mask: 0.4606, decode.d1.loss_dice: 0.7233, decode.d2.loss_cls: 0.2234, decode.d2.loss_mask: 0.4495, decode.d2.loss_dice: 0.7008, decode.d3.loss_cls: 0.1965, decode.d3.loss_mask: 0.4461, decode.d3.loss_dice: 0.6902, decode.d4.loss_cls: 0.1965, decode.d4.loss_mask: 0.4437, decode.d4.loss_dice: 0.6864, decode.d5.loss_cls: 0.1926, decode.d5.loss_mask: 0.4419, decode.d5.loss_dice: 0.6844, decode.d6.loss_cls: 0.1919, decode.d6.loss_mask: 0.4423, decode.d6.loss_dice: 0.6813, decode.d7.loss_cls: 0.1968, decode.d7.loss_mask: 0.4410, decode.d7.loss_dice: 0.6793, decode.d8.loss_cls: 0.1881, decode.d8.loss_mask: 0.4398, decode.d8.loss_dice: 0.6791, loss: 15.1776 2022-04-27 18:42:47,218 - mmseg - INFO - Iter [139550/160000] lr: 1.835e-07, eta: 6:10:04, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1562, decode.loss_mask: 0.4284, decode.loss_dice: 0.6748, decode.d0.loss_cls: 1.8217, decode.d0.loss_mask: 0.4734, decode.d0.loss_dice: 0.7757, decode.d1.loss_cls: 0.2380, decode.d1.loss_mask: 0.4419, decode.d1.loss_dice: 0.7110, decode.d2.loss_cls: 0.1953, decode.d2.loss_mask: 0.4385, decode.d2.loss_dice: 0.6916, decode.d3.loss_cls: 0.1809, decode.d3.loss_mask: 0.4343, decode.d3.loss_dice: 0.6810, decode.d4.loss_cls: 0.1659, decode.d4.loss_mask: 0.4318, decode.d4.loss_dice: 0.6809, decode.d5.loss_cls: 0.1662, decode.d5.loss_mask: 0.4302, decode.d5.loss_dice: 0.6778, decode.d6.loss_cls: 0.1645, decode.d6.loss_mask: 0.4305, decode.d6.loss_dice: 0.6738, decode.d7.loss_cls: 0.1611, decode.d7.loss_mask: 0.4292, decode.d7.loss_dice: 0.6716, decode.d8.loss_cls: 0.1604, decode.d8.loss_mask: 0.4280, decode.d8.loss_dice: 0.6737, loss: 14.6882 2022-04-27 18:43:40,156 - mmseg - INFO - Iter [139600/160000] lr: 1.831e-07, eta: 6:09:09, time: 1.059, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1763, decode.loss_mask: 0.4179, decode.loss_dice: 0.6674, decode.d0.loss_cls: 1.8307, decode.d0.loss_mask: 0.4603, decode.d0.loss_dice: 0.7665, decode.d1.loss_cls: 0.2550, decode.d1.loss_mask: 0.4342, decode.d1.loss_dice: 0.7038, decode.d2.loss_cls: 0.2116, decode.d2.loss_mask: 0.4270, decode.d2.loss_dice: 0.6799, decode.d3.loss_cls: 0.1965, decode.d3.loss_mask: 0.4226, decode.d3.loss_dice: 0.6725, decode.d4.loss_cls: 0.1906, decode.d4.loss_mask: 0.4204, decode.d4.loss_dice: 0.6740, decode.d5.loss_cls: 0.1833, decode.d5.loss_mask: 0.4201, decode.d5.loss_dice: 0.6707, decode.d6.loss_cls: 0.1817, decode.d6.loss_mask: 0.4195, decode.d6.loss_dice: 0.6670, decode.d7.loss_cls: 0.1788, decode.d7.loss_mask: 0.4189, decode.d7.loss_dice: 0.6673, decode.d8.loss_cls: 0.1779, decode.d8.loss_mask: 0.4188, decode.d8.loss_dice: 0.6660, loss: 14.6773 2022-04-27 18:44:34,668 - mmseg - INFO - Iter [139650/160000] lr: 1.826e-07, eta: 6:08:15, time: 1.090, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1760, decode.loss_mask: 0.4332, decode.loss_dice: 0.6786, decode.d0.loss_cls: 1.8313, decode.d0.loss_mask: 0.4811, decode.d0.loss_dice: 0.7845, decode.d1.loss_cls: 0.2692, decode.d1.loss_mask: 0.4507, decode.d1.loss_dice: 0.7265, decode.d2.loss_cls: 0.2188, decode.d2.loss_mask: 0.4426, decode.d2.loss_dice: 0.7027, decode.d3.loss_cls: 0.2066, decode.d3.loss_mask: 0.4380, decode.d3.loss_dice: 0.6850, decode.d4.loss_cls: 0.1931, decode.d4.loss_mask: 0.4382, decode.d4.loss_dice: 0.6861, decode.d5.loss_cls: 0.1862, decode.d5.loss_mask: 0.4361, decode.d5.loss_dice: 0.6839, decode.d6.loss_cls: 0.1837, decode.d6.loss_mask: 0.4343, decode.d6.loss_dice: 0.6825, decode.d7.loss_cls: 0.1785, decode.d7.loss_mask: 0.4344, decode.d7.loss_dice: 0.6792, decode.d8.loss_cls: 0.1810, decode.d8.loss_mask: 0.4341, decode.d8.loss_dice: 0.6804, loss: 15.0366 2022-04-27 18:45:28,727 - mmseg - INFO - Iter [139700/160000] lr: 1.822e-07, eta: 6:07:20, time: 1.081, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1607, decode.loss_mask: 0.4245, decode.loss_dice: 0.6618, decode.d0.loss_cls: 1.8190, decode.d0.loss_mask: 0.4649, decode.d0.loss_dice: 0.7627, decode.d1.loss_cls: 0.2310, decode.d1.loss_mask: 0.4386, decode.d1.loss_dice: 0.7064, decode.d2.loss_cls: 0.1950, decode.d2.loss_mask: 0.4321, decode.d2.loss_dice: 0.6849, decode.d3.loss_cls: 0.1759, decode.d3.loss_mask: 0.4291, decode.d3.loss_dice: 0.6758, decode.d4.loss_cls: 0.1643, decode.d4.loss_mask: 0.4273, decode.d4.loss_dice: 0.6729, decode.d5.loss_cls: 0.1641, decode.d5.loss_mask: 0.4258, decode.d5.loss_dice: 0.6690, decode.d6.loss_cls: 0.1579, decode.d6.loss_mask: 0.4256, decode.d6.loss_dice: 0.6658, decode.d7.loss_cls: 0.1527, decode.d7.loss_mask: 0.4256, decode.d7.loss_dice: 0.6669, decode.d8.loss_cls: 0.1579, decode.d8.loss_mask: 0.4249, decode.d8.loss_dice: 0.6641, loss: 14.5272 2022-04-27 18:46:22,829 - mmseg - INFO - Iter [139750/160000] lr: 1.817e-07, eta: 6:06:26, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1742, decode.loss_mask: 0.4081, decode.loss_dice: 0.6547, decode.d0.loss_cls: 1.7993, decode.d0.loss_mask: 0.4461, decode.d0.loss_dice: 0.7544, decode.d1.loss_cls: 0.2522, decode.d1.loss_mask: 0.4214, decode.d1.loss_dice: 0.6887, decode.d2.loss_cls: 0.2148, decode.d2.loss_mask: 0.4154, decode.d2.loss_dice: 0.6746, decode.d3.loss_cls: 0.1887, decode.d3.loss_mask: 0.4123, decode.d3.loss_dice: 0.6649, decode.d4.loss_cls: 0.1952, decode.d4.loss_mask: 0.4084, decode.d4.loss_dice: 0.6619, decode.d5.loss_cls: 0.1824, decode.d5.loss_mask: 0.4089, decode.d5.loss_dice: 0.6591, decode.d6.loss_cls: 0.1783, decode.d6.loss_mask: 0.4075, decode.d6.loss_dice: 0.6564, decode.d7.loss_cls: 0.1793, decode.d7.loss_mask: 0.4078, decode.d7.loss_dice: 0.6562, decode.d8.loss_cls: 0.1761, decode.d8.loss_mask: 0.4072, decode.d8.loss_dice: 0.6548, loss: 14.4091 2022-04-27 18:47:16,864 - mmseg - INFO - Iter [139800/160000] lr: 1.813e-07, eta: 6:05:32, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1706, decode.loss_mask: 0.4068, decode.loss_dice: 0.6646, decode.d0.loss_cls: 1.8377, decode.d0.loss_mask: 0.4470, decode.d0.loss_dice: 0.7654, decode.d1.loss_cls: 0.2451, decode.d1.loss_mask: 0.4206, decode.d1.loss_dice: 0.7036, decode.d2.loss_cls: 0.2114, decode.d2.loss_mask: 0.4147, decode.d2.loss_dice: 0.6864, decode.d3.loss_cls: 0.1907, decode.d3.loss_mask: 0.4091, decode.d3.loss_dice: 0.6750, decode.d4.loss_cls: 0.1812, decode.d4.loss_mask: 0.4102, decode.d4.loss_dice: 0.6733, decode.d5.loss_cls: 0.1817, decode.d5.loss_mask: 0.4105, decode.d5.loss_dice: 0.6737, decode.d6.loss_cls: 0.1754, decode.d6.loss_mask: 0.4088, decode.d6.loss_dice: 0.6680, decode.d7.loss_cls: 0.1752, decode.d7.loss_mask: 0.4083, decode.d7.loss_dice: 0.6695, decode.d8.loss_cls: 0.1749, decode.d8.loss_mask: 0.4072, decode.d8.loss_dice: 0.6667, loss: 14.5333 2022-04-27 18:48:10,846 - mmseg - INFO - Iter [139850/160000] lr: 1.808e-07, eta: 6:04:37, time: 1.080, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1751, decode.loss_mask: 0.4269, decode.loss_dice: 0.6608, decode.d0.loss_cls: 1.7576, decode.d0.loss_mask: 0.4700, decode.d0.loss_dice: 0.7614, decode.d1.loss_cls: 0.2569, decode.d1.loss_mask: 0.4446, decode.d1.loss_dice: 0.7010, decode.d2.loss_cls: 0.2123, decode.d2.loss_mask: 0.4351, decode.d2.loss_dice: 0.6790, decode.d3.loss_cls: 0.1950, decode.d3.loss_mask: 0.4321, decode.d3.loss_dice: 0.6681, decode.d4.loss_cls: 0.1920, decode.d4.loss_mask: 0.4297, decode.d4.loss_dice: 0.6662, decode.d5.loss_cls: 0.1847, decode.d5.loss_mask: 0.4298, decode.d5.loss_dice: 0.6642, decode.d6.loss_cls: 0.1809, decode.d6.loss_mask: 0.4281, decode.d6.loss_dice: 0.6601, decode.d7.loss_cls: 0.1778, decode.d7.loss_mask: 0.4274, decode.d7.loss_dice: 0.6615, decode.d8.loss_cls: 0.1743, decode.d8.loss_mask: 0.4267, decode.d8.loss_dice: 0.6631, loss: 14.6424 2022-04-27 18:49:04,090 - mmseg - INFO - Iter [139900/160000] lr: 1.804e-07, eta: 6:03:43, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1853, decode.loss_mask: 0.4368, decode.loss_dice: 0.6721, decode.d0.loss_cls: 1.8563, decode.d0.loss_mask: 0.4786, decode.d0.loss_dice: 0.7703, decode.d1.loss_cls: 0.2752, decode.d1.loss_mask: 0.4519, decode.d1.loss_dice: 0.7133, decode.d2.loss_cls: 0.2344, decode.d2.loss_mask: 0.4452, decode.d2.loss_dice: 0.6957, decode.d3.loss_cls: 0.2075, decode.d3.loss_mask: 0.4416, decode.d3.loss_dice: 0.6810, decode.d4.loss_cls: 0.2011, decode.d4.loss_mask: 0.4398, decode.d4.loss_dice: 0.6776, decode.d5.loss_cls: 0.1966, decode.d5.loss_mask: 0.4384, decode.d5.loss_dice: 0.6768, decode.d6.loss_cls: 0.1917, decode.d6.loss_mask: 0.4368, decode.d6.loss_dice: 0.6741, decode.d7.loss_cls: 0.1887, decode.d7.loss_mask: 0.4371, decode.d7.loss_dice: 0.6738, decode.d8.loss_cls: 0.1909, decode.d8.loss_mask: 0.4368, decode.d8.loss_dice: 0.6732, loss: 15.0786 2022-04-27 18:49:57,908 - mmseg - INFO - Iter [139950/160000] lr: 1.799e-07, eta: 6:02:49, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1803, decode.loss_mask: 0.4417, decode.loss_dice: 0.6704, decode.d0.loss_cls: 1.8369, decode.d0.loss_mask: 0.4872, decode.d0.loss_dice: 0.7770, decode.d1.loss_cls: 0.2600, decode.d1.loss_mask: 0.4584, decode.d1.loss_dice: 0.7118, decode.d2.loss_cls: 0.2205, decode.d2.loss_mask: 0.4514, decode.d2.loss_dice: 0.6894, decode.d3.loss_cls: 0.1973, decode.d3.loss_mask: 0.4478, decode.d3.loss_dice: 0.6833, decode.d4.loss_cls: 0.1895, decode.d4.loss_mask: 0.4475, decode.d4.loss_dice: 0.6838, decode.d5.loss_cls: 0.1867, decode.d5.loss_mask: 0.4447, decode.d5.loss_dice: 0.6755, decode.d6.loss_cls: 0.1845, decode.d6.loss_mask: 0.4443, decode.d6.loss_dice: 0.6722, decode.d7.loss_cls: 0.1827, decode.d7.loss_mask: 0.4439, decode.d7.loss_dice: 0.6787, decode.d8.loss_cls: 0.1843, decode.d8.loss_mask: 0.4416, decode.d8.loss_dice: 0.6733, loss: 15.0467 2022-04-27 18:50:51,547 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 18:50:51,548 - mmseg - INFO - Iter [140000/160000] lr: 1.795e-07, eta: 6:01:54, time: 1.073, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1800, decode.loss_mask: 0.4276, decode.loss_dice: 0.6821, decode.d0.loss_cls: 1.8050, decode.d0.loss_mask: 0.4720, decode.d0.loss_dice: 0.7778, decode.d1.loss_cls: 0.2656, decode.d1.loss_mask: 0.4434, decode.d1.loss_dice: 0.7181, decode.d2.loss_cls: 0.2143, decode.d2.loss_mask: 0.4374, decode.d2.loss_dice: 0.7031, decode.d3.loss_cls: 0.1989, decode.d3.loss_mask: 0.4318, decode.d3.loss_dice: 0.6903, decode.d4.loss_cls: 0.1975, decode.d4.loss_mask: 0.4304, decode.d4.loss_dice: 0.6858, decode.d5.loss_cls: 0.1900, decode.d5.loss_mask: 0.4299, decode.d5.loss_dice: 0.6883, decode.d6.loss_cls: 0.1889, decode.d6.loss_mask: 0.4303, decode.d6.loss_dice: 0.6864, decode.d7.loss_cls: 0.1846, decode.d7.loss_mask: 0.4300, decode.d7.loss_dice: 0.6834, decode.d8.loss_cls: 0.1845, decode.d8.loss_mask: 0.4290, decode.d8.loss_dice: 0.6845, loss: 14.9711 2022-04-27 18:51:44,566 - mmseg - INFO - Iter [140050/160000] lr: 1.790e-07, eta: 6:01:00, time: 1.060, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1726, decode.loss_mask: 0.4431, decode.loss_dice: 0.6766, decode.d0.loss_cls: 1.7952, decode.d0.loss_mask: 0.4878, decode.d0.loss_dice: 0.7784, decode.d1.loss_cls: 0.2563, decode.d1.loss_mask: 0.4612, decode.d1.loss_dice: 0.7183, decode.d2.loss_cls: 0.2099, decode.d2.loss_mask: 0.4525, decode.d2.loss_dice: 0.6989, decode.d3.loss_cls: 0.1943, decode.d3.loss_mask: 0.4474, decode.d3.loss_dice: 0.6852, decode.d4.loss_cls: 0.1837, decode.d4.loss_mask: 0.4456, decode.d4.loss_dice: 0.6820, decode.d5.loss_cls: 0.1806, decode.d5.loss_mask: 0.4453, decode.d5.loss_dice: 0.6826, decode.d6.loss_cls: 0.1801, decode.d6.loss_mask: 0.4425, decode.d6.loss_dice: 0.6767, decode.d7.loss_cls: 0.1766, decode.d7.loss_mask: 0.4434, decode.d7.loss_dice: 0.6770, decode.d8.loss_cls: 0.1726, decode.d8.loss_mask: 0.4419, decode.d8.loss_dice: 0.6769, loss: 14.9851 2022-04-27 18:52:39,795 - mmseg - INFO - Iter [140100/160000] lr: 1.786e-07, eta: 6:00:06, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1619, decode.loss_mask: 0.4339, decode.loss_dice: 0.6744, decode.d0.loss_cls: 1.8813, decode.d0.loss_mask: 0.4759, decode.d0.loss_dice: 0.7738, decode.d1.loss_cls: 0.2496, decode.d1.loss_mask: 0.4485, decode.d1.loss_dice: 0.7150, decode.d2.loss_cls: 0.2030, decode.d2.loss_mask: 0.4423, decode.d2.loss_dice: 0.7010, decode.d3.loss_cls: 0.1874, decode.d3.loss_mask: 0.4359, decode.d3.loss_dice: 0.6830, decode.d4.loss_cls: 0.1827, decode.d4.loss_mask: 0.4345, decode.d4.loss_dice: 0.6817, decode.d5.loss_cls: 0.1770, decode.d5.loss_mask: 0.4364, decode.d5.loss_dice: 0.6814, decode.d6.loss_cls: 0.1745, decode.d6.loss_mask: 0.4341, decode.d6.loss_dice: 0.6795, decode.d7.loss_cls: 0.1709, decode.d7.loss_mask: 0.4333, decode.d7.loss_dice: 0.6787, decode.d8.loss_cls: 0.1735, decode.d8.loss_mask: 0.4331, decode.d8.loss_dice: 0.6772, loss: 14.9154 2022-04-27 18:53:33,040 - mmseg - INFO - Iter [140150/160000] lr: 1.781e-07, eta: 5:59:11, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1655, decode.loss_mask: 0.4175, decode.loss_dice: 0.6583, decode.d0.loss_cls: 1.8071, decode.d0.loss_mask: 0.4619, decode.d0.loss_dice: 0.7632, decode.d1.loss_cls: 0.2382, decode.d1.loss_mask: 0.4343, decode.d1.loss_dice: 0.7010, decode.d2.loss_cls: 0.1980, decode.d2.loss_mask: 0.4241, decode.d2.loss_dice: 0.6804, decode.d3.loss_cls: 0.1817, decode.d3.loss_mask: 0.4205, decode.d3.loss_dice: 0.6671, decode.d4.loss_cls: 0.1744, decode.d4.loss_mask: 0.4198, decode.d4.loss_dice: 0.6683, decode.d5.loss_cls: 0.1712, decode.d5.loss_mask: 0.4214, decode.d5.loss_dice: 0.6694, decode.d6.loss_cls: 0.1602, decode.d6.loss_mask: 0.4191, decode.d6.loss_dice: 0.6680, decode.d7.loss_cls: 0.1650, decode.d7.loss_mask: 0.4193, decode.d7.loss_dice: 0.6671, decode.d8.loss_cls: 0.1639, decode.d8.loss_mask: 0.4167, decode.d8.loss_dice: 0.6635, loss: 14.4861 2022-04-27 18:54:30,005 - mmseg - INFO - Iter [140200/160000] lr: 1.777e-07, eta: 5:58:17, time: 1.139, data_time: 0.067, memory: 64049, decode.loss_cls: 0.1915, decode.loss_mask: 0.4319, decode.loss_dice: 0.6805, decode.d0.loss_cls: 1.8919, decode.d0.loss_mask: 0.4732, decode.d0.loss_dice: 0.7921, decode.d1.loss_cls: 0.2787, decode.d1.loss_mask: 0.4454, decode.d1.loss_dice: 0.7231, decode.d2.loss_cls: 0.2311, decode.d2.loss_mask: 0.4395, decode.d2.loss_dice: 0.7057, decode.d3.loss_cls: 0.2102, decode.d3.loss_mask: 0.4367, decode.d3.loss_dice: 0.6913, decode.d4.loss_cls: 0.2021, decode.d4.loss_mask: 0.4352, decode.d4.loss_dice: 0.6924, decode.d5.loss_cls: 0.1985, decode.d5.loss_mask: 0.4347, decode.d5.loss_dice: 0.6913, decode.d6.loss_cls: 0.1970, decode.d6.loss_mask: 0.4323, decode.d6.loss_dice: 0.6858, decode.d7.loss_cls: 0.1906, decode.d7.loss_mask: 0.4328, decode.d7.loss_dice: 0.6866, decode.d8.loss_cls: 0.1898, decode.d8.loss_mask: 0.4318, decode.d8.loss_dice: 0.6877, loss: 15.2113 2022-04-27 18:55:23,567 - mmseg - INFO - Iter [140250/160000] lr: 1.772e-07, eta: 5:57:23, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1658, decode.loss_mask: 0.4267, decode.loss_dice: 0.6616, decode.d0.loss_cls: 1.8063, decode.d0.loss_mask: 0.4682, decode.d0.loss_dice: 0.7577, decode.d1.loss_cls: 0.2301, decode.d1.loss_mask: 0.4424, decode.d1.loss_dice: 0.7010, decode.d2.loss_cls: 0.2003, decode.d2.loss_mask: 0.4354, decode.d2.loss_dice: 0.6804, decode.d3.loss_cls: 0.1846, decode.d3.loss_mask: 0.4299, decode.d3.loss_dice: 0.6700, decode.d4.loss_cls: 0.1819, decode.d4.loss_mask: 0.4278, decode.d4.loss_dice: 0.6674, decode.d5.loss_cls: 0.1740, decode.d5.loss_mask: 0.4294, decode.d5.loss_dice: 0.6676, decode.d6.loss_cls: 0.1693, decode.d6.loss_mask: 0.4262, decode.d6.loss_dice: 0.6617, decode.d7.loss_cls: 0.1693, decode.d7.loss_mask: 0.4256, decode.d7.loss_dice: 0.6612, decode.d8.loss_cls: 0.1670, decode.d8.loss_mask: 0.4263, decode.d8.loss_dice: 0.6601, loss: 14.5753 2022-04-27 18:56:17,886 - mmseg - INFO - Iter [140300/160000] lr: 1.768e-07, eta: 5:56:29, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1564, decode.loss_mask: 0.4097, decode.loss_dice: 0.6543, decode.d0.loss_cls: 1.8042, decode.d0.loss_mask: 0.4539, decode.d0.loss_dice: 0.7477, decode.d1.loss_cls: 0.2416, decode.d1.loss_mask: 0.4264, decode.d1.loss_dice: 0.6895, decode.d2.loss_cls: 0.1960, decode.d2.loss_mask: 0.4197, decode.d2.loss_dice: 0.6711, decode.d3.loss_cls: 0.1848, decode.d3.loss_mask: 0.4140, decode.d3.loss_dice: 0.6608, decode.d4.loss_cls: 0.1774, decode.d4.loss_mask: 0.4125, decode.d4.loss_dice: 0.6580, decode.d5.loss_cls: 0.1624, decode.d5.loss_mask: 0.4128, decode.d5.loss_dice: 0.6584, decode.d6.loss_cls: 0.1611, decode.d6.loss_mask: 0.4108, decode.d6.loss_dice: 0.6533, decode.d7.loss_cls: 0.1604, decode.d7.loss_mask: 0.4098, decode.d7.loss_dice: 0.6525, decode.d8.loss_cls: 0.1581, decode.d8.loss_mask: 0.4107, decode.d8.loss_dice: 0.6555, loss: 14.2838 2022-04-27 18:57:11,941 - mmseg - INFO - Iter [140350/160000] lr: 1.763e-07, eta: 5:55:34, time: 1.081, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1740, decode.loss_mask: 0.4386, decode.loss_dice: 0.6934, decode.d0.loss_cls: 1.8124, decode.d0.loss_mask: 0.4835, decode.d0.loss_dice: 0.7907, decode.d1.loss_cls: 0.2505, decode.d1.loss_mask: 0.4567, decode.d1.loss_dice: 0.7304, decode.d2.loss_cls: 0.2163, decode.d2.loss_mask: 0.4505, decode.d2.loss_dice: 0.7155, decode.d3.loss_cls: 0.1991, decode.d3.loss_mask: 0.4460, decode.d3.loss_dice: 0.6988, decode.d4.loss_cls: 0.1894, decode.d4.loss_mask: 0.4447, decode.d4.loss_dice: 0.6974, decode.d5.loss_cls: 0.1825, decode.d5.loss_mask: 0.4431, decode.d5.loss_dice: 0.6972, decode.d6.loss_cls: 0.1751, decode.d6.loss_mask: 0.4407, decode.d6.loss_dice: 0.6927, decode.d7.loss_cls: 0.1769, decode.d7.loss_mask: 0.4391, decode.d7.loss_dice: 0.6929, decode.d8.loss_cls: 0.1764, decode.d8.loss_mask: 0.4392, decode.d8.loss_dice: 0.6940, loss: 15.1379 2022-04-27 18:58:06,315 - mmseg - INFO - Iter [140400/160000] lr: 1.759e-07, eta: 5:54:40, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1686, decode.loss_mask: 0.4405, decode.loss_dice: 0.6727, decode.d0.loss_cls: 1.8487, decode.d0.loss_mask: 0.4802, decode.d0.loss_dice: 0.7748, decode.d1.loss_cls: 0.2446, decode.d1.loss_mask: 0.4514, decode.d1.loss_dice: 0.7190, decode.d2.loss_cls: 0.2149, decode.d2.loss_mask: 0.4443, decode.d2.loss_dice: 0.6930, decode.d3.loss_cls: 0.1915, decode.d3.loss_mask: 0.4453, decode.d3.loss_dice: 0.6805, decode.d4.loss_cls: 0.1815, decode.d4.loss_mask: 0.4422, decode.d4.loss_dice: 0.6782, decode.d5.loss_cls: 0.1770, decode.d5.loss_mask: 0.4422, decode.d5.loss_dice: 0.6777, decode.d6.loss_cls: 0.1716, decode.d6.loss_mask: 0.4410, decode.d6.loss_dice: 0.6721, decode.d7.loss_cls: 0.1658, decode.d7.loss_mask: 0.4403, decode.d7.loss_dice: 0.6730, decode.d8.loss_cls: 0.1713, decode.d8.loss_mask: 0.4382, decode.d8.loss_dice: 0.6741, loss: 14.9165 2022-04-27 18:58:59,423 - mmseg - INFO - Iter [140450/160000] lr: 1.754e-07, eta: 5:53:46, time: 1.062, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1685, decode.loss_mask: 0.4345, decode.loss_dice: 0.6611, decode.d0.loss_cls: 1.8364, decode.d0.loss_mask: 0.4799, decode.d0.loss_dice: 0.7601, decode.d1.loss_cls: 0.2453, decode.d1.loss_mask: 0.4526, decode.d1.loss_dice: 0.7040, decode.d2.loss_cls: 0.2047, decode.d2.loss_mask: 0.4438, decode.d2.loss_dice: 0.6824, decode.d3.loss_cls: 0.1879, decode.d3.loss_mask: 0.4402, decode.d3.loss_dice: 0.6714, decode.d4.loss_cls: 0.1829, decode.d4.loss_mask: 0.4377, decode.d4.loss_dice: 0.6684, decode.d5.loss_cls: 0.1774, decode.d5.loss_mask: 0.4367, decode.d5.loss_dice: 0.6638, decode.d6.loss_cls: 0.1728, decode.d6.loss_mask: 0.4348, decode.d6.loss_dice: 0.6668, decode.d7.loss_cls: 0.1750, decode.d7.loss_mask: 0.4345, decode.d7.loss_dice: 0.6636, decode.d8.loss_cls: 0.1696, decode.d8.loss_mask: 0.4338, decode.d8.loss_dice: 0.6605, loss: 14.7514 2022-04-27 18:59:53,260 - mmseg - INFO - Iter [140500/160000] lr: 1.750e-07, eta: 5:52:51, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1778, decode.loss_mask: 0.4296, decode.loss_dice: 0.6790, decode.d0.loss_cls: 1.8760, decode.d0.loss_mask: 0.4721, decode.d0.loss_dice: 0.7816, decode.d1.loss_cls: 0.2700, decode.d1.loss_mask: 0.4496, decode.d1.loss_dice: 0.7266, decode.d2.loss_cls: 0.2203, decode.d2.loss_mask: 0.4436, decode.d2.loss_dice: 0.7042, decode.d3.loss_cls: 0.2004, decode.d3.loss_mask: 0.4373, decode.d3.loss_dice: 0.6909, decode.d4.loss_cls: 0.1959, decode.d4.loss_mask: 0.4357, decode.d4.loss_dice: 0.6922, decode.d5.loss_cls: 0.1875, decode.d5.loss_mask: 0.4343, decode.d5.loss_dice: 0.6896, decode.d6.loss_cls: 0.1818, decode.d6.loss_mask: 0.4329, decode.d6.loss_dice: 0.6835, decode.d7.loss_cls: 0.1808, decode.d7.loss_mask: 0.4314, decode.d7.loss_dice: 0.6852, decode.d8.loss_cls: 0.1807, decode.d8.loss_mask: 0.4314, decode.d8.loss_dice: 0.6808, loss: 15.0828 2022-04-27 19:00:46,113 - mmseg - INFO - Iter [140550/160000] lr: 1.745e-07, eta: 5:51:57, time: 1.057, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1745, decode.loss_mask: 0.4147, decode.loss_dice: 0.6625, decode.d0.loss_cls: 1.8116, decode.d0.loss_mask: 0.4611, decode.d0.loss_dice: 0.7659, decode.d1.loss_cls: 0.2587, decode.d1.loss_mask: 0.4284, decode.d1.loss_dice: 0.7018, decode.d2.loss_cls: 0.2161, decode.d2.loss_mask: 0.4227, decode.d2.loss_dice: 0.6858, decode.d3.loss_cls: 0.1946, decode.d3.loss_mask: 0.4202, decode.d3.loss_dice: 0.6715, decode.d4.loss_cls: 0.1846, decode.d4.loss_mask: 0.4175, decode.d4.loss_dice: 0.6674, decode.d5.loss_cls: 0.1805, decode.d5.loss_mask: 0.4170, decode.d5.loss_dice: 0.6710, decode.d6.loss_cls: 0.1692, decode.d6.loss_mask: 0.4154, decode.d6.loss_dice: 0.6633, decode.d7.loss_cls: 0.1713, decode.d7.loss_mask: 0.4148, decode.d7.loss_dice: 0.6635, decode.d8.loss_cls: 0.1674, decode.d8.loss_mask: 0.4151, decode.d8.loss_dice: 0.6646, loss: 14.5729 2022-04-27 19:01:41,004 - mmseg - INFO - Iter [140600/160000] lr: 1.741e-07, eta: 5:51:03, time: 1.098, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1784, decode.loss_mask: 0.4349, decode.loss_dice: 0.6906, decode.d0.loss_cls: 1.8652, decode.d0.loss_mask: 0.4795, decode.d0.loss_dice: 0.7889, decode.d1.loss_cls: 0.2597, decode.d1.loss_mask: 0.4538, decode.d1.loss_dice: 0.7340, decode.d2.loss_cls: 0.2138, decode.d2.loss_mask: 0.4459, decode.d2.loss_dice: 0.7161, decode.d3.loss_cls: 0.2038, decode.d3.loss_mask: 0.4417, decode.d3.loss_dice: 0.7004, decode.d4.loss_cls: 0.1929, decode.d4.loss_mask: 0.4385, decode.d4.loss_dice: 0.7015, decode.d5.loss_cls: 0.1863, decode.d5.loss_mask: 0.4384, decode.d5.loss_dice: 0.6959, decode.d6.loss_cls: 0.1843, decode.d6.loss_mask: 0.4369, decode.d6.loss_dice: 0.6972, decode.d7.loss_cls: 0.1791, decode.d7.loss_mask: 0.4366, decode.d7.loss_dice: 0.6904, decode.d8.loss_cls: 0.1778, decode.d8.loss_mask: 0.4369, decode.d8.loss_dice: 0.6946, loss: 15.1940 2022-04-27 19:02:34,127 - mmseg - INFO - Iter [140650/160000] lr: 1.737e-07, eta: 5:50:08, time: 1.062, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1804, decode.loss_mask: 0.4282, decode.loss_dice: 0.6624, decode.d0.loss_cls: 1.8578, decode.d0.loss_mask: 0.4759, decode.d0.loss_dice: 0.7732, decode.d1.loss_cls: 0.2592, decode.d1.loss_mask: 0.4479, decode.d1.loss_dice: 0.7040, decode.d2.loss_cls: 0.2106, decode.d2.loss_mask: 0.4382, decode.d2.loss_dice: 0.6887, decode.d3.loss_cls: 0.1987, decode.d3.loss_mask: 0.4346, decode.d3.loss_dice: 0.6740, decode.d4.loss_cls: 0.1803, decode.d4.loss_mask: 0.4332, decode.d4.loss_dice: 0.6715, decode.d5.loss_cls: 0.1798, decode.d5.loss_mask: 0.4300, decode.d5.loss_dice: 0.6681, decode.d6.loss_cls: 0.1785, decode.d6.loss_mask: 0.4295, decode.d6.loss_dice: 0.6658, decode.d7.loss_cls: 0.1825, decode.d7.loss_mask: 0.4302, decode.d7.loss_dice: 0.6598, decode.d8.loss_cls: 0.1803, decode.d8.loss_mask: 0.4296, decode.d8.loss_dice: 0.6611, loss: 14.8138 2022-04-27 19:03:27,157 - mmseg - INFO - Iter [140700/160000] lr: 1.732e-07, eta: 5:49:14, time: 1.061, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1709, decode.loss_mask: 0.4206, decode.loss_dice: 0.6795, decode.d0.loss_cls: 1.8297, decode.d0.loss_mask: 0.4623, decode.d0.loss_dice: 0.7759, decode.d1.loss_cls: 0.2627, decode.d1.loss_mask: 0.4315, decode.d1.loss_dice: 0.7138, decode.d2.loss_cls: 0.2144, decode.d2.loss_mask: 0.4267, decode.d2.loss_dice: 0.6997, decode.d3.loss_cls: 0.1908, decode.d3.loss_mask: 0.4231, decode.d3.loss_dice: 0.6828, decode.d4.loss_cls: 0.1888, decode.d4.loss_mask: 0.4234, decode.d4.loss_dice: 0.6880, decode.d5.loss_cls: 0.1820, decode.d5.loss_mask: 0.4215, decode.d5.loss_dice: 0.6797, decode.d6.loss_cls: 0.1756, decode.d6.loss_mask: 0.4217, decode.d6.loss_dice: 0.6772, decode.d7.loss_cls: 0.1664, decode.d7.loss_mask: 0.4221, decode.d7.loss_dice: 0.6806, decode.d8.loss_cls: 0.1752, decode.d8.loss_mask: 0.4203, decode.d8.loss_dice: 0.6770, loss: 14.7836 2022-04-27 19:04:20,666 - mmseg - INFO - Iter [140750/160000] lr: 1.728e-07, eta: 5:48:19, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1619, decode.loss_mask: 0.4374, decode.loss_dice: 0.6607, decode.d0.loss_cls: 1.7960, decode.d0.loss_mask: 0.4814, decode.d0.loss_dice: 0.7604, decode.d1.loss_cls: 0.2382, decode.d1.loss_mask: 0.4535, decode.d1.loss_dice: 0.7012, decode.d2.loss_cls: 0.1974, decode.d2.loss_mask: 0.4455, decode.d2.loss_dice: 0.6830, decode.d3.loss_cls: 0.1832, decode.d3.loss_mask: 0.4410, decode.d3.loss_dice: 0.6711, decode.d4.loss_cls: 0.1758, decode.d4.loss_mask: 0.4407, decode.d4.loss_dice: 0.6708, decode.d5.loss_cls: 0.1721, decode.d5.loss_mask: 0.4401, decode.d5.loss_dice: 0.6688, decode.d6.loss_cls: 0.1661, decode.d6.loss_mask: 0.4402, decode.d6.loss_dice: 0.6628, decode.d7.loss_cls: 0.1677, decode.d7.loss_mask: 0.4399, decode.d7.loss_dice: 0.6607, decode.d8.loss_cls: 0.1639, decode.d8.loss_mask: 0.4372, decode.d8.loss_dice: 0.6626, loss: 14.6815 2022-04-27 19:05:13,937 - mmseg - INFO - Iter [140800/160000] lr: 1.723e-07, eta: 5:47:25, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1561, decode.loss_mask: 0.4280, decode.loss_dice: 0.6733, decode.d0.loss_cls: 1.7745, decode.d0.loss_mask: 0.4665, decode.d0.loss_dice: 0.7736, decode.d1.loss_cls: 0.2296, decode.d1.loss_mask: 0.4412, decode.d1.loss_dice: 0.7144, decode.d2.loss_cls: 0.1901, decode.d2.loss_mask: 0.4353, decode.d2.loss_dice: 0.6873, decode.d3.loss_cls: 0.1767, decode.d3.loss_mask: 0.4307, decode.d3.loss_dice: 0.6791, decode.d4.loss_cls: 0.1678, decode.d4.loss_mask: 0.4302, decode.d4.loss_dice: 0.6766, decode.d5.loss_cls: 0.1585, decode.d5.loss_mask: 0.4290, decode.d5.loss_dice: 0.6770, decode.d6.loss_cls: 0.1573, decode.d6.loss_mask: 0.4287, decode.d6.loss_dice: 0.6728, decode.d7.loss_cls: 0.1488, decode.d7.loss_mask: 0.4290, decode.d7.loss_dice: 0.6739, decode.d8.loss_cls: 0.1545, decode.d8.loss_mask: 0.4281, decode.d8.loss_dice: 0.6730, loss: 14.5614 2022-04-27 19:06:09,004 - mmseg - INFO - Iter [140850/160000] lr: 1.719e-07, eta: 5:46:31, time: 1.101, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1601, decode.loss_mask: 0.4325, decode.loss_dice: 0.6735, decode.d0.loss_cls: 1.7738, decode.d0.loss_mask: 0.4774, decode.d0.loss_dice: 0.7726, decode.d1.loss_cls: 0.2449, decode.d1.loss_mask: 0.4476, decode.d1.loss_dice: 0.7166, decode.d2.loss_cls: 0.2001, decode.d2.loss_mask: 0.4418, decode.d2.loss_dice: 0.6923, decode.d3.loss_cls: 0.1821, decode.d3.loss_mask: 0.4372, decode.d3.loss_dice: 0.6783, decode.d4.loss_cls: 0.1802, decode.d4.loss_mask: 0.4364, decode.d4.loss_dice: 0.6792, decode.d5.loss_cls: 0.1728, decode.d5.loss_mask: 0.4356, decode.d5.loss_dice: 0.6800, decode.d6.loss_cls: 0.1698, decode.d6.loss_mask: 0.4345, decode.d6.loss_dice: 0.6733, decode.d7.loss_cls: 0.1650, decode.d7.loss_mask: 0.4331, decode.d7.loss_dice: 0.6793, decode.d8.loss_cls: 0.1669, decode.d8.loss_mask: 0.4318, decode.d8.loss_dice: 0.6762, loss: 14.7449 2022-04-27 19:07:03,132 - mmseg - INFO - Iter [140900/160000] lr: 1.714e-07, eta: 5:45:36, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1542, decode.loss_mask: 0.4109, decode.loss_dice: 0.6817, decode.d0.loss_cls: 1.8080, decode.d0.loss_mask: 0.4498, decode.d0.loss_dice: 0.7802, decode.d1.loss_cls: 0.2377, decode.d1.loss_mask: 0.4303, decode.d1.loss_dice: 0.7278, decode.d2.loss_cls: 0.1798, decode.d2.loss_mask: 0.4208, decode.d2.loss_dice: 0.7002, decode.d3.loss_cls: 0.1699, decode.d3.loss_mask: 0.4169, decode.d3.loss_dice: 0.6931, decode.d4.loss_cls: 0.1564, decode.d4.loss_mask: 0.4169, decode.d4.loss_dice: 0.6940, decode.d5.loss_cls: 0.1543, decode.d5.loss_mask: 0.4151, decode.d5.loss_dice: 0.6906, decode.d6.loss_cls: 0.1514, decode.d6.loss_mask: 0.4137, decode.d6.loss_dice: 0.6830, decode.d7.loss_cls: 0.1521, decode.d7.loss_mask: 0.4123, decode.d7.loss_dice: 0.6833, decode.d8.loss_cls: 0.1499, decode.d8.loss_mask: 0.4122, decode.d8.loss_dice: 0.6859, loss: 14.5321 2022-04-27 19:07:57,053 - mmseg - INFO - Iter [140950/160000] lr: 1.710e-07, eta: 5:44:42, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1580, decode.loss_mask: 0.4344, decode.loss_dice: 0.6672, decode.d0.loss_cls: 1.8131, decode.d0.loss_mask: 0.4820, decode.d0.loss_dice: 0.7693, decode.d1.loss_cls: 0.2372, decode.d1.loss_mask: 0.4557, decode.d1.loss_dice: 0.7097, decode.d2.loss_cls: 0.1976, decode.d2.loss_mask: 0.4463, decode.d2.loss_dice: 0.6890, decode.d3.loss_cls: 0.1764, decode.d3.loss_mask: 0.4413, decode.d3.loss_dice: 0.6775, decode.d4.loss_cls: 0.1680, decode.d4.loss_mask: 0.4399, decode.d4.loss_dice: 0.6764, decode.d5.loss_cls: 0.1663, decode.d5.loss_mask: 0.4388, decode.d5.loss_dice: 0.6737, decode.d6.loss_cls: 0.1615, decode.d6.loss_mask: 0.4372, decode.d6.loss_dice: 0.6743, decode.d7.loss_cls: 0.1640, decode.d7.loss_mask: 0.4375, decode.d7.loss_dice: 0.6728, decode.d8.loss_cls: 0.1577, decode.d8.loss_mask: 0.4355, decode.d8.loss_dice: 0.6694, loss: 14.7275 2022-04-27 19:08:51,393 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 19:08:51,397 - mmseg - INFO - Iter [141000/160000] lr: 1.705e-07, eta: 5:43:48, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1792, decode.loss_mask: 0.4215, decode.loss_dice: 0.6678, decode.d0.loss_cls: 1.8042, decode.d0.loss_mask: 0.4612, decode.d0.loss_dice: 0.7678, decode.d1.loss_cls: 0.2609, decode.d1.loss_mask: 0.4379, decode.d1.loss_dice: 0.7088, decode.d2.loss_cls: 0.2196, decode.d2.loss_mask: 0.4279, decode.d2.loss_dice: 0.6867, decode.d3.loss_cls: 0.2040, decode.d3.loss_mask: 0.4254, decode.d3.loss_dice: 0.6768, decode.d4.loss_cls: 0.1917, decode.d4.loss_mask: 0.4244, decode.d4.loss_dice: 0.6778, decode.d5.loss_cls: 0.1943, decode.d5.loss_mask: 0.4243, decode.d5.loss_dice: 0.6751, decode.d6.loss_cls: 0.1885, decode.d6.loss_mask: 0.4234, decode.d6.loss_dice: 0.6715, decode.d7.loss_cls: 0.1840, decode.d7.loss_mask: 0.4225, decode.d7.loss_dice: 0.6720, decode.d8.loss_cls: 0.1840, decode.d8.loss_mask: 0.4202, decode.d8.loss_dice: 0.6711, loss: 14.7746 2022-04-27 19:09:45,664 - mmseg - INFO - Iter [141050/160000] lr: 1.701e-07, eta: 5:42:53, time: 1.085, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1659, decode.loss_mask: 0.4382, decode.loss_dice: 0.6835, decode.d0.loss_cls: 1.8447, decode.d0.loss_mask: 0.4751, decode.d0.loss_dice: 0.7843, decode.d1.loss_cls: 0.2500, decode.d1.loss_mask: 0.4497, decode.d1.loss_dice: 0.7233, decode.d2.loss_cls: 0.2064, decode.d2.loss_mask: 0.4433, decode.d2.loss_dice: 0.7060, decode.d3.loss_cls: 0.1863, decode.d3.loss_mask: 0.4399, decode.d3.loss_dice: 0.6909, decode.d4.loss_cls: 0.1767, decode.d4.loss_mask: 0.4397, decode.d4.loss_dice: 0.6931, decode.d5.loss_cls: 0.1727, decode.d5.loss_mask: 0.4366, decode.d5.loss_dice: 0.6875, decode.d6.loss_cls: 0.1718, decode.d6.loss_mask: 0.4364, decode.d6.loss_dice: 0.6833, decode.d7.loss_cls: 0.1668, decode.d7.loss_mask: 0.4362, decode.d7.loss_dice: 0.6859, decode.d8.loss_cls: 0.1691, decode.d8.loss_mask: 0.4360, decode.d8.loss_dice: 0.6881, loss: 14.9675 2022-04-27 19:10:40,452 - mmseg - INFO - Iter [141100/160000] lr: 1.696e-07, eta: 5:41:59, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1682, decode.loss_mask: 0.4404, decode.loss_dice: 0.6740, decode.d0.loss_cls: 1.8184, decode.d0.loss_mask: 0.4852, decode.d0.loss_dice: 0.7756, decode.d1.loss_cls: 0.2528, decode.d1.loss_mask: 0.4579, decode.d1.loss_dice: 0.7088, decode.d2.loss_cls: 0.2134, decode.d2.loss_mask: 0.4502, decode.d2.loss_dice: 0.6917, decode.d3.loss_cls: 0.1922, decode.d3.loss_mask: 0.4471, decode.d3.loss_dice: 0.6802, decode.d4.loss_cls: 0.1856, decode.d4.loss_mask: 0.4465, decode.d4.loss_dice: 0.6827, decode.d5.loss_cls: 0.1804, decode.d5.loss_mask: 0.4459, decode.d5.loss_dice: 0.6810, decode.d6.loss_cls: 0.1743, decode.d6.loss_mask: 0.4438, decode.d6.loss_dice: 0.6778, decode.d7.loss_cls: 0.1743, decode.d7.loss_mask: 0.4419, decode.d7.loss_dice: 0.6756, decode.d8.loss_cls: 0.1655, decode.d8.loss_mask: 0.4413, decode.d8.loss_dice: 0.6783, loss: 14.9510 2022-04-27 19:11:34,662 - mmseg - INFO - Iter [141150/160000] lr: 1.692e-07, eta: 5:41:05, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1724, decode.loss_mask: 0.4314, decode.loss_dice: 0.6756, decode.d0.loss_cls: 1.8495, decode.d0.loss_mask: 0.4726, decode.d0.loss_dice: 0.7719, decode.d1.loss_cls: 0.2687, decode.d1.loss_mask: 0.4452, decode.d1.loss_dice: 0.7129, decode.d2.loss_cls: 0.2159, decode.d2.loss_mask: 0.4404, decode.d2.loss_dice: 0.6970, decode.d3.loss_cls: 0.1973, decode.d3.loss_mask: 0.4376, decode.d3.loss_dice: 0.6861, decode.d4.loss_cls: 0.1791, decode.d4.loss_mask: 0.4349, decode.d4.loss_dice: 0.6885, decode.d5.loss_cls: 0.1790, decode.d5.loss_mask: 0.4344, decode.d5.loss_dice: 0.6817, decode.d6.loss_cls: 0.1769, decode.d6.loss_mask: 0.4336, decode.d6.loss_dice: 0.6779, decode.d7.loss_cls: 0.1720, decode.d7.loss_mask: 0.4325, decode.d7.loss_dice: 0.6760, decode.d8.loss_cls: 0.1733, decode.d8.loss_mask: 0.4313, decode.d8.loss_dice: 0.6809, loss: 14.9264 2022-04-27 19:12:28,460 - mmseg - INFO - Iter [141200/160000] lr: 1.687e-07, eta: 5:40:11, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1832, decode.loss_mask: 0.4271, decode.loss_dice: 0.6846, decode.d0.loss_cls: 1.8570, decode.d0.loss_mask: 0.4678, decode.d0.loss_dice: 0.7815, decode.d1.loss_cls: 0.2625, decode.d1.loss_mask: 0.4426, decode.d1.loss_dice: 0.7238, decode.d2.loss_cls: 0.2204, decode.d2.loss_mask: 0.4364, decode.d2.loss_dice: 0.7053, decode.d3.loss_cls: 0.1950, decode.d3.loss_mask: 0.4317, decode.d3.loss_dice: 0.6920, decode.d4.loss_cls: 0.1915, decode.d4.loss_mask: 0.4284, decode.d4.loss_dice: 0.6921, decode.d5.loss_cls: 0.1850, decode.d5.loss_mask: 0.4301, decode.d5.loss_dice: 0.6893, decode.d6.loss_cls: 0.1815, decode.d6.loss_mask: 0.4282, decode.d6.loss_dice: 0.6851, decode.d7.loss_cls: 0.1817, decode.d7.loss_mask: 0.4270, decode.d7.loss_dice: 0.6857, decode.d8.loss_cls: 0.1821, decode.d8.loss_mask: 0.4272, decode.d8.loss_dice: 0.6858, loss: 15.0116 2022-04-27 19:13:22,434 - mmseg - INFO - Iter [141250/160000] lr: 1.683e-07, eta: 5:39:16, time: 1.079, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1972, decode.loss_mask: 0.4209, decode.loss_dice: 0.7102, decode.d0.loss_cls: 1.9118, decode.d0.loss_mask: 0.4712, decode.d0.loss_dice: 0.8216, decode.d1.loss_cls: 0.3002, decode.d1.loss_mask: 0.4467, decode.d1.loss_dice: 0.7560, decode.d2.loss_cls: 0.2490, decode.d2.loss_mask: 0.4338, decode.d2.loss_dice: 0.7332, decode.d3.loss_cls: 0.2207, decode.d3.loss_mask: 0.4274, decode.d3.loss_dice: 0.7147, decode.d4.loss_cls: 0.2064, decode.d4.loss_mask: 0.4255, decode.d4.loss_dice: 0.7179, decode.d5.loss_cls: 0.2086, decode.d5.loss_mask: 0.4233, decode.d5.loss_dice: 0.7131, decode.d6.loss_cls: 0.2066, decode.d6.loss_mask: 0.4224, decode.d6.loss_dice: 0.7162, decode.d7.loss_cls: 0.2002, decode.d7.loss_mask: 0.4229, decode.d7.loss_dice: 0.7100, decode.d8.loss_cls: 0.1946, decode.d8.loss_mask: 0.4201, decode.d8.loss_dice: 0.7110, loss: 15.5132 2022-04-27 19:14:15,248 - mmseg - INFO - Iter [141300/160000] lr: 1.678e-07, eta: 5:38:22, time: 1.056, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1579, decode.loss_mask: 0.4302, decode.loss_dice: 0.6467, decode.d0.loss_cls: 1.8001, decode.d0.loss_mask: 0.4743, decode.d0.loss_dice: 0.7448, decode.d1.loss_cls: 0.2435, decode.d1.loss_mask: 0.4450, decode.d1.loss_dice: 0.6858, decode.d2.loss_cls: 0.2029, decode.d2.loss_mask: 0.4371, decode.d2.loss_dice: 0.6675, decode.d3.loss_cls: 0.1841, decode.d3.loss_mask: 0.4333, decode.d3.loss_dice: 0.6540, decode.d4.loss_cls: 0.1746, decode.d4.loss_mask: 0.4322, decode.d4.loss_dice: 0.6548, decode.d5.loss_cls: 0.1690, decode.d5.loss_mask: 0.4320, decode.d5.loss_dice: 0.6551, decode.d6.loss_cls: 0.1636, decode.d6.loss_mask: 0.4316, decode.d6.loss_dice: 0.6497, decode.d7.loss_cls: 0.1573, decode.d7.loss_mask: 0.4296, decode.d7.loss_dice: 0.6498, decode.d8.loss_cls: 0.1603, decode.d8.loss_mask: 0.4298, decode.d8.loss_dice: 0.6468, loss: 14.4434 2022-04-27 19:15:08,426 - mmseg - INFO - Iter [141350/160000] lr: 1.674e-07, eta: 5:37:27, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1690, decode.loss_mask: 0.4212, decode.loss_dice: 0.6637, decode.d0.loss_cls: 1.8464, decode.d0.loss_mask: 0.4612, decode.d0.loss_dice: 0.7595, decode.d1.loss_cls: 0.2521, decode.d1.loss_mask: 0.4377, decode.d1.loss_dice: 0.7058, decode.d2.loss_cls: 0.2122, decode.d2.loss_mask: 0.4297, decode.d2.loss_dice: 0.6854, decode.d3.loss_cls: 0.1935, decode.d3.loss_mask: 0.4271, decode.d3.loss_dice: 0.6771, decode.d4.loss_cls: 0.1835, decode.d4.loss_mask: 0.4248, decode.d4.loss_dice: 0.6759, decode.d5.loss_cls: 0.1813, decode.d5.loss_mask: 0.4257, decode.d5.loss_dice: 0.6707, decode.d6.loss_cls: 0.1743, decode.d6.loss_mask: 0.4234, decode.d6.loss_dice: 0.6691, decode.d7.loss_cls: 0.1720, decode.d7.loss_mask: 0.4223, decode.d7.loss_dice: 0.6672, decode.d8.loss_cls: 0.1724, decode.d8.loss_mask: 0.4225, decode.d8.loss_dice: 0.6661, loss: 14.6929 2022-04-27 19:16:02,625 - mmseg - INFO - Iter [141400/160000] lr: 1.669e-07, eta: 5:36:33, time: 1.084, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1930, decode.loss_mask: 0.4249, decode.loss_dice: 0.6757, decode.d0.loss_cls: 1.8241, decode.d0.loss_mask: 0.4747, decode.d0.loss_dice: 0.7869, decode.d1.loss_cls: 0.2738, decode.d1.loss_mask: 0.4430, decode.d1.loss_dice: 0.7277, decode.d2.loss_cls: 0.2290, decode.d2.loss_mask: 0.4342, decode.d2.loss_dice: 0.6994, decode.d3.loss_cls: 0.2088, decode.d3.loss_mask: 0.4311, decode.d3.loss_dice: 0.6872, decode.d4.loss_cls: 0.1961, decode.d4.loss_mask: 0.4300, decode.d4.loss_dice: 0.6857, decode.d5.loss_cls: 0.1913, decode.d5.loss_mask: 0.4289, decode.d5.loss_dice: 0.6817, decode.d6.loss_cls: 0.1923, decode.d6.loss_mask: 0.4283, decode.d6.loss_dice: 0.6787, decode.d7.loss_cls: 0.1935, decode.d7.loss_mask: 0.4267, decode.d7.loss_dice: 0.6793, decode.d8.loss_cls: 0.1910, decode.d8.loss_mask: 0.4260, decode.d8.loss_dice: 0.6776, loss: 15.0205 2022-04-27 19:16:57,330 - mmseg - INFO - Iter [141450/160000] lr: 1.665e-07, eta: 5:35:39, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1948, decode.loss_mask: 0.4305, decode.loss_dice: 0.6801, decode.d0.loss_cls: 1.8523, decode.d0.loss_mask: 0.4763, decode.d0.loss_dice: 0.7802, decode.d1.loss_cls: 0.2700, decode.d1.loss_mask: 0.4460, decode.d1.loss_dice: 0.7259, decode.d2.loss_cls: 0.2433, decode.d2.loss_mask: 0.4377, decode.d2.loss_dice: 0.7003, decode.d3.loss_cls: 0.2178, decode.d3.loss_mask: 0.4347, decode.d3.loss_dice: 0.6899, decode.d4.loss_cls: 0.2106, decode.d4.loss_mask: 0.4341, decode.d4.loss_dice: 0.6919, decode.d5.loss_cls: 0.1995, decode.d5.loss_mask: 0.4344, decode.d5.loss_dice: 0.6874, decode.d6.loss_cls: 0.2021, decode.d6.loss_mask: 0.4325, decode.d6.loss_dice: 0.6833, decode.d7.loss_cls: 0.1981, decode.d7.loss_mask: 0.4317, decode.d7.loss_dice: 0.6850, decode.d8.loss_cls: 0.1922, decode.d8.loss_mask: 0.4315, decode.d8.loss_dice: 0.6812, loss: 15.1755 2022-04-27 19:17:54,403 - mmseg - INFO - Iter [141500/160000] lr: 1.660e-07, eta: 5:34:45, time: 1.141, data_time: 0.063, memory: 64049, decode.loss_cls: 0.1569, decode.loss_mask: 0.4322, decode.loss_dice: 0.6703, decode.d0.loss_cls: 1.7661, decode.d0.loss_mask: 0.4726, decode.d0.loss_dice: 0.7629, decode.d1.loss_cls: 0.2392, decode.d1.loss_mask: 0.4482, decode.d1.loss_dice: 0.7110, decode.d2.loss_cls: 0.1993, decode.d2.loss_mask: 0.4411, decode.d2.loss_dice: 0.6897, decode.d3.loss_cls: 0.1712, decode.d3.loss_mask: 0.4377, decode.d3.loss_dice: 0.6807, decode.d4.loss_cls: 0.1684, decode.d4.loss_mask: 0.4363, decode.d4.loss_dice: 0.6771, decode.d5.loss_cls: 0.1638, decode.d5.loss_mask: 0.4360, decode.d5.loss_dice: 0.6762, decode.d6.loss_cls: 0.1613, decode.d6.loss_mask: 0.4331, decode.d6.loss_dice: 0.6677, decode.d7.loss_cls: 0.1565, decode.d7.loss_mask: 0.4327, decode.d7.loss_dice: 0.6727, decode.d8.loss_cls: 0.1580, decode.d8.loss_mask: 0.4327, decode.d8.loss_dice: 0.6729, loss: 14.6244 2022-04-27 19:18:48,244 - mmseg - INFO - Iter [141550/160000] lr: 1.656e-07, eta: 5:33:51, time: 1.077, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1734, decode.loss_mask: 0.4391, decode.loss_dice: 0.6867, decode.d0.loss_cls: 1.8146, decode.d0.loss_mask: 0.4873, decode.d0.loss_dice: 0.7915, decode.d1.loss_cls: 0.2612, decode.d1.loss_mask: 0.4587, decode.d1.loss_dice: 0.7347, decode.d2.loss_cls: 0.2109, decode.d2.loss_mask: 0.4470, decode.d2.loss_dice: 0.7089, decode.d3.loss_cls: 0.1978, decode.d3.loss_mask: 0.4448, decode.d3.loss_dice: 0.6954, decode.d4.loss_cls: 0.1844, decode.d4.loss_mask: 0.4438, decode.d4.loss_dice: 0.6962, decode.d5.loss_cls: 0.1812, decode.d5.loss_mask: 0.4438, decode.d5.loss_dice: 0.6940, decode.d6.loss_cls: 0.1775, decode.d6.loss_mask: 0.4421, decode.d6.loss_dice: 0.6887, decode.d7.loss_cls: 0.1743, decode.d7.loss_mask: 0.4409, decode.d7.loss_dice: 0.6897, decode.d8.loss_cls: 0.1727, decode.d8.loss_mask: 0.4402, decode.d8.loss_dice: 0.6908, loss: 15.1125 2022-04-27 19:19:40,874 - mmseg - INFO - Iter [141600/160000] lr: 1.651e-07, eta: 5:32:56, time: 1.052, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1748, decode.loss_mask: 0.4138, decode.loss_dice: 0.6666, decode.d0.loss_cls: 1.7975, decode.d0.loss_mask: 0.4576, decode.d0.loss_dice: 0.7679, decode.d1.loss_cls: 0.2424, decode.d1.loss_mask: 0.4307, decode.d1.loss_dice: 0.7027, decode.d2.loss_cls: 0.2034, decode.d2.loss_mask: 0.4227, decode.d2.loss_dice: 0.6866, decode.d3.loss_cls: 0.1886, decode.d3.loss_mask: 0.4178, decode.d3.loss_dice: 0.6751, decode.d4.loss_cls: 0.1864, decode.d4.loss_mask: 0.4182, decode.d4.loss_dice: 0.6719, decode.d5.loss_cls: 0.1799, decode.d5.loss_mask: 0.4156, decode.d5.loss_dice: 0.6723, decode.d6.loss_cls: 0.1686, decode.d6.loss_mask: 0.4155, decode.d6.loss_dice: 0.6696, decode.d7.loss_cls: 0.1687, decode.d7.loss_mask: 0.4144, decode.d7.loss_dice: 0.6679, decode.d8.loss_cls: 0.1746, decode.d8.loss_mask: 0.4136, decode.d8.loss_dice: 0.6638, loss: 14.5491 2022-04-27 19:20:34,944 - mmseg - INFO - Iter [141650/160000] lr: 1.647e-07, eta: 5:32:02, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1663, decode.loss_mask: 0.4229, decode.loss_dice: 0.6780, decode.d0.loss_cls: 1.7886, decode.d0.loss_mask: 0.4627, decode.d0.loss_dice: 0.7845, decode.d1.loss_cls: 0.2509, decode.d1.loss_mask: 0.4397, decode.d1.loss_dice: 0.7192, decode.d2.loss_cls: 0.2136, decode.d2.loss_mask: 0.4310, decode.d2.loss_dice: 0.7014, decode.d3.loss_cls: 0.1847, decode.d3.loss_mask: 0.4268, decode.d3.loss_dice: 0.6849, decode.d4.loss_cls: 0.1742, decode.d4.loss_mask: 0.4261, decode.d4.loss_dice: 0.6847, decode.d5.loss_cls: 0.1708, decode.d5.loss_mask: 0.4256, decode.d5.loss_dice: 0.6842, decode.d6.loss_cls: 0.1720, decode.d6.loss_mask: 0.4250, decode.d6.loss_dice: 0.6797, decode.d7.loss_cls: 0.1723, decode.d7.loss_mask: 0.4232, decode.d7.loss_dice: 0.6790, decode.d8.loss_cls: 0.1689, decode.d8.loss_mask: 0.4219, decode.d8.loss_dice: 0.6795, loss: 14.7423 2022-04-27 19:21:29,852 - mmseg - INFO - Iter [141700/160000] lr: 1.642e-07, eta: 5:31:08, time: 1.098, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1681, decode.loss_mask: 0.4368, decode.loss_dice: 0.6871, decode.d0.loss_cls: 1.8350, decode.d0.loss_mask: 0.4831, decode.d0.loss_dice: 0.7847, decode.d1.loss_cls: 0.2501, decode.d1.loss_mask: 0.4504, decode.d1.loss_dice: 0.7235, decode.d2.loss_cls: 0.2031, decode.d2.loss_mask: 0.4464, decode.d2.loss_dice: 0.7094, decode.d3.loss_cls: 0.1878, decode.d3.loss_mask: 0.4423, decode.d3.loss_dice: 0.6947, decode.d4.loss_cls: 0.1786, decode.d4.loss_mask: 0.4398, decode.d4.loss_dice: 0.6891, decode.d5.loss_cls: 0.1685, decode.d5.loss_mask: 0.4397, decode.d5.loss_dice: 0.6896, decode.d6.loss_cls: 0.1649, decode.d6.loss_mask: 0.4388, decode.d6.loss_dice: 0.6842, decode.d7.loss_cls: 0.1606, decode.d7.loss_mask: 0.4372, decode.d7.loss_dice: 0.6891, decode.d8.loss_cls: 0.1601, decode.d8.loss_mask: 0.4386, decode.d8.loss_dice: 0.6862, loss: 14.9677 2022-04-27 19:22:24,025 - mmseg - INFO - Iter [141750/160000] lr: 1.638e-07, eta: 5:30:13, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1642, decode.loss_mask: 0.4174, decode.loss_dice: 0.6705, decode.d0.loss_cls: 1.8384, decode.d0.loss_mask: 0.4552, decode.d0.loss_dice: 0.7653, decode.d1.loss_cls: 0.2426, decode.d1.loss_mask: 0.4303, decode.d1.loss_dice: 0.7107, decode.d2.loss_cls: 0.2062, decode.d2.loss_mask: 0.4260, decode.d2.loss_dice: 0.6927, decode.d3.loss_cls: 0.1890, decode.d3.loss_mask: 0.4213, decode.d3.loss_dice: 0.6773, decode.d4.loss_cls: 0.1785, decode.d4.loss_mask: 0.4200, decode.d4.loss_dice: 0.6778, decode.d5.loss_cls: 0.1742, decode.d5.loss_mask: 0.4180, decode.d5.loss_dice: 0.6775, decode.d6.loss_cls: 0.1710, decode.d6.loss_mask: 0.4188, decode.d6.loss_dice: 0.6709, decode.d7.loss_cls: 0.1638, decode.d7.loss_mask: 0.4165, decode.d7.loss_dice: 0.6716, decode.d8.loss_cls: 0.1631, decode.d8.loss_mask: 0.4176, decode.d8.loss_dice: 0.6721, loss: 14.6184 2022-04-27 19:23:17,114 - mmseg - INFO - Iter [141800/160000] lr: 1.633e-07, eta: 5:29:19, time: 1.062, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1445, decode.loss_mask: 0.4401, decode.loss_dice: 0.6700, decode.d0.loss_cls: 1.8170, decode.d0.loss_mask: 0.4862, decode.d0.loss_dice: 0.7661, decode.d1.loss_cls: 0.2323, decode.d1.loss_mask: 0.4549, decode.d1.loss_dice: 0.7016, decode.d2.loss_cls: 0.1894, decode.d2.loss_mask: 0.4486, decode.d2.loss_dice: 0.6912, decode.d3.loss_cls: 0.1734, decode.d3.loss_mask: 0.4456, decode.d3.loss_dice: 0.6781, decode.d4.loss_cls: 0.1605, decode.d4.loss_mask: 0.4433, decode.d4.loss_dice: 0.6794, decode.d5.loss_cls: 0.1552, decode.d5.loss_mask: 0.4412, decode.d5.loss_dice: 0.6736, decode.d6.loss_cls: 0.1548, decode.d6.loss_mask: 0.4404, decode.d6.loss_dice: 0.6683, decode.d7.loss_cls: 0.1497, decode.d7.loss_mask: 0.4398, decode.d7.loss_dice: 0.6714, decode.d8.loss_cls: 0.1555, decode.d8.loss_mask: 0.4404, decode.d8.loss_dice: 0.6696, loss: 14.6823 2022-04-27 19:24:10,405 - mmseg - INFO - Iter [141850/160000] lr: 1.629e-07, eta: 5:28:24, time: 1.066, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1657, decode.loss_mask: 0.4055, decode.loss_dice: 0.6548, decode.d0.loss_cls: 1.8565, decode.d0.loss_mask: 0.4452, decode.d0.loss_dice: 0.7514, decode.d1.loss_cls: 0.2637, decode.d1.loss_mask: 0.4203, decode.d1.loss_dice: 0.6938, decode.d2.loss_cls: 0.2192, decode.d2.loss_mask: 0.4124, decode.d2.loss_dice: 0.6755, decode.d3.loss_cls: 0.1936, decode.d3.loss_mask: 0.4097, decode.d3.loss_dice: 0.6638, decode.d4.loss_cls: 0.1864, decode.d4.loss_mask: 0.4081, decode.d4.loss_dice: 0.6624, decode.d5.loss_cls: 0.1777, decode.d5.loss_mask: 0.4079, decode.d5.loss_dice: 0.6651, decode.d6.loss_cls: 0.1728, decode.d6.loss_mask: 0.4072, decode.d6.loss_dice: 0.6562, decode.d7.loss_cls: 0.1697, decode.d7.loss_mask: 0.4061, decode.d7.loss_dice: 0.6560, decode.d8.loss_cls: 0.1657, decode.d8.loss_mask: 0.4061, decode.d8.loss_dice: 0.6581, loss: 14.4368 2022-04-27 19:25:04,302 - mmseg - INFO - Iter [141900/160000] lr: 1.624e-07, eta: 5:27:30, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1570, decode.loss_mask: 0.4113, decode.loss_dice: 0.6597, decode.d0.loss_cls: 1.7763, decode.d0.loss_mask: 0.4569, decode.d0.loss_dice: 0.7511, decode.d1.loss_cls: 0.2356, decode.d1.loss_mask: 0.4293, decode.d1.loss_dice: 0.6967, decode.d2.loss_cls: 0.1872, decode.d2.loss_mask: 0.4219, decode.d2.loss_dice: 0.6846, decode.d3.loss_cls: 0.1673, decode.d3.loss_mask: 0.4176, decode.d3.loss_dice: 0.6722, decode.d4.loss_cls: 0.1593, decode.d4.loss_mask: 0.4168, decode.d4.loss_dice: 0.6710, decode.d5.loss_cls: 0.1638, decode.d5.loss_mask: 0.4151, decode.d5.loss_dice: 0.6680, decode.d6.loss_cls: 0.1519, decode.d6.loss_mask: 0.4147, decode.d6.loss_dice: 0.6639, decode.d7.loss_cls: 0.1544, decode.d7.loss_mask: 0.4129, decode.d7.loss_dice: 0.6625, decode.d8.loss_cls: 0.1555, decode.d8.loss_mask: 0.4117, decode.d8.loss_dice: 0.6583, loss: 14.3046 2022-04-27 19:25:58,200 - mmseg - INFO - Iter [141950/160000] lr: 1.620e-07, eta: 5:26:36, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1987, decode.loss_mask: 0.4430, decode.loss_dice: 0.6888, decode.d0.loss_cls: 1.8635, decode.d0.loss_mask: 0.4917, decode.d0.loss_dice: 0.7955, decode.d1.loss_cls: 0.2798, decode.d1.loss_mask: 0.4606, decode.d1.loss_dice: 0.7285, decode.d2.loss_cls: 0.2352, decode.d2.loss_mask: 0.4507, decode.d2.loss_dice: 0.7091, decode.d3.loss_cls: 0.2164, decode.d3.loss_mask: 0.4478, decode.d3.loss_dice: 0.6949, decode.d4.loss_cls: 0.2110, decode.d4.loss_mask: 0.4456, decode.d4.loss_dice: 0.6917, decode.d5.loss_cls: 0.2116, decode.d5.loss_mask: 0.4439, decode.d5.loss_dice: 0.6912, decode.d6.loss_cls: 0.2074, decode.d6.loss_mask: 0.4446, decode.d6.loss_dice: 0.6909, decode.d7.loss_cls: 0.1967, decode.d7.loss_mask: 0.4444, decode.d7.loss_dice: 0.6943, decode.d8.loss_cls: 0.1984, decode.d8.loss_mask: 0.4431, decode.d8.loss_dice: 0.6908, loss: 15.4097 2022-04-27 19:26:52,478 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 19:26:52,479 - mmseg - INFO - Iter [142000/160000] lr: 1.615e-07, eta: 5:25:41, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1684, decode.loss_mask: 0.4175, decode.loss_dice: 0.6752, decode.d0.loss_cls: 1.8228, decode.d0.loss_mask: 0.4645, decode.d0.loss_dice: 0.7777, decode.d1.loss_cls: 0.2597, decode.d1.loss_mask: 0.4366, decode.d1.loss_dice: 0.7202, decode.d2.loss_cls: 0.2127, decode.d2.loss_mask: 0.4261, decode.d2.loss_dice: 0.6954, decode.d3.loss_cls: 0.1969, decode.d3.loss_mask: 0.4221, decode.d3.loss_dice: 0.6827, decode.d4.loss_cls: 0.1854, decode.d4.loss_mask: 0.4200, decode.d4.loss_dice: 0.6818, decode.d5.loss_cls: 0.1795, decode.d5.loss_mask: 0.4198, decode.d5.loss_dice: 0.6835, decode.d6.loss_cls: 0.1761, decode.d6.loss_mask: 0.4192, decode.d6.loss_dice: 0.6805, decode.d7.loss_cls: 0.1692, decode.d7.loss_mask: 0.4181, decode.d7.loss_dice: 0.6786, decode.d8.loss_cls: 0.1700, decode.d8.loss_mask: 0.4182, decode.d8.loss_dice: 0.6743, loss: 14.7529 2022-04-27 19:27:45,113 - mmseg - INFO - Iter [142050/160000] lr: 1.611e-07, eta: 5:24:47, time: 1.053, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1745, decode.loss_mask: 0.4211, decode.loss_dice: 0.6680, decode.d0.loss_cls: 1.8735, decode.d0.loss_mask: 0.4672, decode.d0.loss_dice: 0.7642, decode.d1.loss_cls: 0.2597, decode.d1.loss_mask: 0.4378, decode.d1.loss_dice: 0.7029, decode.d2.loss_cls: 0.2144, decode.d2.loss_mask: 0.4292, decode.d2.loss_dice: 0.6873, decode.d3.loss_cls: 0.1981, decode.d3.loss_mask: 0.4259, decode.d3.loss_dice: 0.6752, decode.d4.loss_cls: 0.1822, decode.d4.loss_mask: 0.4244, decode.d4.loss_dice: 0.6770, decode.d5.loss_cls: 0.1803, decode.d5.loss_mask: 0.4242, decode.d5.loss_dice: 0.6761, decode.d6.loss_cls: 0.1789, decode.d6.loss_mask: 0.4248, decode.d6.loss_dice: 0.6704, decode.d7.loss_cls: 0.1734, decode.d7.loss_mask: 0.4229, decode.d7.loss_dice: 0.6700, decode.d8.loss_cls: 0.1728, decode.d8.loss_mask: 0.4221, decode.d8.loss_dice: 0.6660, loss: 14.7644 2022-04-27 19:28:39,904 - mmseg - INFO - Iter [142100/160000] lr: 1.606e-07, eta: 5:23:53, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1971, decode.loss_mask: 0.4126, decode.loss_dice: 0.6732, decode.d0.loss_cls: 1.8885, decode.d0.loss_mask: 0.4508, decode.d0.loss_dice: 0.7740, decode.d1.loss_cls: 0.2852, decode.d1.loss_mask: 0.4285, decode.d1.loss_dice: 0.7123, decode.d2.loss_cls: 0.2413, decode.d2.loss_mask: 0.4206, decode.d2.loss_dice: 0.6960, decode.d3.loss_cls: 0.2159, decode.d3.loss_mask: 0.4164, decode.d3.loss_dice: 0.6789, decode.d4.loss_cls: 0.2085, decode.d4.loss_mask: 0.4149, decode.d4.loss_dice: 0.6798, decode.d5.loss_cls: 0.2031, decode.d5.loss_mask: 0.4136, decode.d5.loss_dice: 0.6787, decode.d6.loss_cls: 0.2017, decode.d6.loss_mask: 0.4148, decode.d6.loss_dice: 0.6733, decode.d7.loss_cls: 0.1940, decode.d7.loss_mask: 0.4115, decode.d7.loss_dice: 0.6728, decode.d8.loss_cls: 0.2032, decode.d8.loss_mask: 0.4113, decode.d8.loss_dice: 0.6753, loss: 14.9481 2022-04-27 19:29:33,691 - mmseg - INFO - Iter [142150/160000] lr: 1.602e-07, eta: 5:22:58, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1621, decode.loss_mask: 0.4354, decode.loss_dice: 0.6662, decode.d0.loss_cls: 1.8692, decode.d0.loss_mask: 0.4824, decode.d0.loss_dice: 0.7639, decode.d1.loss_cls: 0.2497, decode.d1.loss_mask: 0.4501, decode.d1.loss_dice: 0.7068, decode.d2.loss_cls: 0.2061, decode.d2.loss_mask: 0.4448, decode.d2.loss_dice: 0.6856, decode.d3.loss_cls: 0.1810, decode.d3.loss_mask: 0.4403, decode.d3.loss_dice: 0.6743, decode.d4.loss_cls: 0.1773, decode.d4.loss_mask: 0.4383, decode.d4.loss_dice: 0.6740, decode.d5.loss_cls: 0.1736, decode.d5.loss_mask: 0.4374, decode.d5.loss_dice: 0.6703, decode.d6.loss_cls: 0.1685, decode.d6.loss_mask: 0.4375, decode.d6.loss_dice: 0.6684, decode.d7.loss_cls: 0.1692, decode.d7.loss_mask: 0.4359, decode.d7.loss_dice: 0.6656, decode.d8.loss_cls: 0.1642, decode.d8.loss_mask: 0.4358, decode.d8.loss_dice: 0.6649, loss: 14.7987 2022-04-27 19:30:27,245 - mmseg - INFO - Iter [142200/160000] lr: 1.597e-07, eta: 5:22:04, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1948, decode.loss_mask: 0.4286, decode.loss_dice: 0.6903, decode.d0.loss_cls: 1.8419, decode.d0.loss_mask: 0.4776, decode.d0.loss_dice: 0.7960, decode.d1.loss_cls: 0.2787, decode.d1.loss_mask: 0.4460, decode.d1.loss_dice: 0.7301, decode.d2.loss_cls: 0.2411, decode.d2.loss_mask: 0.4377, decode.d2.loss_dice: 0.7108, decode.d3.loss_cls: 0.2205, decode.d3.loss_mask: 0.4329, decode.d3.loss_dice: 0.6923, decode.d4.loss_cls: 0.2095, decode.d4.loss_mask: 0.4318, decode.d4.loss_dice: 0.6982, decode.d5.loss_cls: 0.1995, decode.d5.loss_mask: 0.4318, decode.d5.loss_dice: 0.6963, decode.d6.loss_cls: 0.1938, decode.d6.loss_mask: 0.4309, decode.d6.loss_dice: 0.6941, decode.d7.loss_cls: 0.1929, decode.d7.loss_mask: 0.4303, decode.d7.loss_dice: 0.6945, decode.d8.loss_cls: 0.1924, decode.d8.loss_mask: 0.4286, decode.d8.loss_dice: 0.6917, loss: 15.2356 2022-04-27 19:31:20,843 - mmseg - INFO - Iter [142250/160000] lr: 1.593e-07, eta: 5:21:10, time: 1.072, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1389, decode.loss_mask: 0.4341, decode.loss_dice: 0.6596, decode.d0.loss_cls: 1.7667, decode.d0.loss_mask: 0.4760, decode.d0.loss_dice: 0.7578, decode.d1.loss_cls: 0.2167, decode.d1.loss_mask: 0.4475, decode.d1.loss_dice: 0.6961, decode.d2.loss_cls: 0.1705, decode.d2.loss_mask: 0.4396, decode.d2.loss_dice: 0.6777, decode.d3.loss_cls: 0.1603, decode.d3.loss_mask: 0.4369, decode.d3.loss_dice: 0.6660, decode.d4.loss_cls: 0.1510, decode.d4.loss_mask: 0.4351, decode.d4.loss_dice: 0.6676, decode.d5.loss_cls: 0.1438, decode.d5.loss_mask: 0.4350, decode.d5.loss_dice: 0.6628, decode.d6.loss_cls: 0.1432, decode.d6.loss_mask: 0.4344, decode.d6.loss_dice: 0.6576, decode.d7.loss_cls: 0.1378, decode.d7.loss_mask: 0.4348, decode.d7.loss_dice: 0.6625, decode.d8.loss_cls: 0.1385, decode.d8.loss_mask: 0.4348, decode.d8.loss_dice: 0.6615, loss: 14.3447 2022-04-27 19:32:14,485 - mmseg - INFO - Iter [142300/160000] lr: 1.588e-07, eta: 5:20:15, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1654, decode.loss_mask: 0.4359, decode.loss_dice: 0.6664, decode.d0.loss_cls: 1.7597, decode.d0.loss_mask: 0.4802, decode.d0.loss_dice: 0.7623, decode.d1.loss_cls: 0.2463, decode.d1.loss_mask: 0.4537, decode.d1.loss_dice: 0.7041, decode.d2.loss_cls: 0.2009, decode.d2.loss_mask: 0.4450, decode.d2.loss_dice: 0.6880, decode.d3.loss_cls: 0.1825, decode.d3.loss_mask: 0.4431, decode.d3.loss_dice: 0.6748, decode.d4.loss_cls: 0.1784, decode.d4.loss_mask: 0.4388, decode.d4.loss_dice: 0.6690, decode.d5.loss_cls: 0.1746, decode.d5.loss_mask: 0.4394, decode.d5.loss_dice: 0.6700, decode.d6.loss_cls: 0.1730, decode.d6.loss_mask: 0.4391, decode.d6.loss_dice: 0.6628, decode.d7.loss_cls: 0.1691, decode.d7.loss_mask: 0.4387, decode.d7.loss_dice: 0.6631, decode.d8.loss_cls: 0.1699, decode.d8.loss_mask: 0.4375, decode.d8.loss_dice: 0.6622, loss: 14.6939 2022-04-27 19:33:08,303 - mmseg - INFO - Iter [142350/160000] lr: 1.584e-07, eta: 5:19:21, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1741, decode.loss_mask: 0.4326, decode.loss_dice: 0.6869, decode.d0.loss_cls: 1.8159, decode.d0.loss_mask: 0.4740, decode.d0.loss_dice: 0.7809, decode.d1.loss_cls: 0.2596, decode.d1.loss_mask: 0.4481, decode.d1.loss_dice: 0.7204, decode.d2.loss_cls: 0.2113, decode.d2.loss_mask: 0.4418, decode.d2.loss_dice: 0.7055, decode.d3.loss_cls: 0.1905, decode.d3.loss_mask: 0.4371, decode.d3.loss_dice: 0.6944, decode.d4.loss_cls: 0.1806, decode.d4.loss_mask: 0.4351, decode.d4.loss_dice: 0.6922, decode.d5.loss_cls: 0.1846, decode.d5.loss_mask: 0.4353, decode.d5.loss_dice: 0.6904, decode.d6.loss_cls: 0.1786, decode.d6.loss_mask: 0.4345, decode.d6.loss_dice: 0.6854, decode.d7.loss_cls: 0.1819, decode.d7.loss_mask: 0.4334, decode.d7.loss_dice: 0.6855, decode.d8.loss_cls: 0.1722, decode.d8.loss_mask: 0.4343, decode.d8.loss_dice: 0.6855, loss: 14.9827 2022-04-27 19:34:02,289 - mmseg - INFO - Iter [142400/160000] lr: 1.579e-07, eta: 5:18:27, time: 1.080, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1760, decode.loss_mask: 0.4508, decode.loss_dice: 0.6779, decode.d0.loss_cls: 1.8068, decode.d0.loss_mask: 0.4998, decode.d0.loss_dice: 0.7778, decode.d1.loss_cls: 0.2511, decode.d1.loss_mask: 0.4721, decode.d1.loss_dice: 0.7197, decode.d2.loss_cls: 0.2097, decode.d2.loss_mask: 0.4613, decode.d2.loss_dice: 0.7001, decode.d3.loss_cls: 0.1991, decode.d3.loss_mask: 0.4568, decode.d3.loss_dice: 0.6906, decode.d4.loss_cls: 0.1890, decode.d4.loss_mask: 0.4556, decode.d4.loss_dice: 0.6858, decode.d5.loss_cls: 0.1798, decode.d5.loss_mask: 0.4564, decode.d5.loss_dice: 0.6882, decode.d6.loss_cls: 0.1765, decode.d6.loss_mask: 0.4539, decode.d6.loss_dice: 0.6812, decode.d7.loss_cls: 0.1740, decode.d7.loss_mask: 0.4518, decode.d7.loss_dice: 0.6836, decode.d8.loss_cls: 0.1718, decode.d8.loss_mask: 0.4522, decode.d8.loss_dice: 0.6805, loss: 15.1299 2022-04-27 19:34:56,390 - mmseg - INFO - Iter [142450/160000] lr: 1.575e-07, eta: 5:17:32, time: 1.082, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1709, decode.loss_mask: 0.4475, decode.loss_dice: 0.6760, decode.d0.loss_cls: 1.8466, decode.d0.loss_mask: 0.4932, decode.d0.loss_dice: 0.7872, decode.d1.loss_cls: 0.2524, decode.d1.loss_mask: 0.4677, decode.d1.loss_dice: 0.7144, decode.d2.loss_cls: 0.2129, decode.d2.loss_mask: 0.4569, decode.d2.loss_dice: 0.6922, decode.d3.loss_cls: 0.2017, decode.d3.loss_mask: 0.4524, decode.d3.loss_dice: 0.6845, decode.d4.loss_cls: 0.1904, decode.d4.loss_mask: 0.4514, decode.d4.loss_dice: 0.6829, decode.d5.loss_cls: 0.1815, decode.d5.loss_mask: 0.4491, decode.d5.loss_dice: 0.6817, decode.d6.loss_cls: 0.1746, decode.d6.loss_mask: 0.4486, decode.d6.loss_dice: 0.6769, decode.d7.loss_cls: 0.1732, decode.d7.loss_mask: 0.4484, decode.d7.loss_dice: 0.6781, decode.d8.loss_cls: 0.1697, decode.d8.loss_mask: 0.4481, decode.d8.loss_dice: 0.6794, loss: 15.0906 2022-04-27 19:35:50,662 - mmseg - INFO - Iter [142500/160000] lr: 1.570e-07, eta: 5:16:38, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1555, decode.loss_mask: 0.4229, decode.loss_dice: 0.6663, decode.d0.loss_cls: 1.8463, decode.d0.loss_mask: 0.4634, decode.d0.loss_dice: 0.7599, decode.d1.loss_cls: 0.2323, decode.d1.loss_mask: 0.4363, decode.d1.loss_dice: 0.6991, decode.d2.loss_cls: 0.1911, decode.d2.loss_mask: 0.4310, decode.d2.loss_dice: 0.6831, decode.d3.loss_cls: 0.1731, decode.d3.loss_mask: 0.4272, decode.d3.loss_dice: 0.6703, decode.d4.loss_cls: 0.1646, decode.d4.loss_mask: 0.4265, decode.d4.loss_dice: 0.6720, decode.d5.loss_cls: 0.1647, decode.d5.loss_mask: 0.4260, decode.d5.loss_dice: 0.6714, decode.d6.loss_cls: 0.1580, decode.d6.loss_mask: 0.4251, decode.d6.loss_dice: 0.6643, decode.d7.loss_cls: 0.1582, decode.d7.loss_mask: 0.4242, decode.d7.loss_dice: 0.6662, decode.d8.loss_cls: 0.1523, decode.d8.loss_mask: 0.4237, decode.d8.loss_dice: 0.6656, loss: 14.5205 2022-04-27 19:36:44,206 - mmseg - INFO - Iter [142550/160000] lr: 1.566e-07, eta: 5:15:44, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1788, decode.loss_mask: 0.4212, decode.loss_dice: 0.6686, decode.d0.loss_cls: 1.8279, decode.d0.loss_mask: 0.4614, decode.d0.loss_dice: 0.7627, decode.d1.loss_cls: 0.2611, decode.d1.loss_mask: 0.4355, decode.d1.loss_dice: 0.7039, decode.d2.loss_cls: 0.2132, decode.d2.loss_mask: 0.4284, decode.d2.loss_dice: 0.6865, decode.d3.loss_cls: 0.1981, decode.d3.loss_mask: 0.4248, decode.d3.loss_dice: 0.6789, decode.d4.loss_cls: 0.1920, decode.d4.loss_mask: 0.4230, decode.d4.loss_dice: 0.6790, decode.d5.loss_cls: 0.1792, decode.d5.loss_mask: 0.4216, decode.d5.loss_dice: 0.6742, decode.d6.loss_cls: 0.1788, decode.d6.loss_mask: 0.4201, decode.d6.loss_dice: 0.6660, decode.d7.loss_cls: 0.1769, decode.d7.loss_mask: 0.4191, decode.d7.loss_dice: 0.6679, decode.d8.loss_cls: 0.1812, decode.d8.loss_mask: 0.4188, decode.d8.loss_dice: 0.6664, loss: 14.7151 2022-04-27 19:37:37,893 - mmseg - INFO - Iter [142600/160000] lr: 1.562e-07, eta: 5:14:49, time: 1.074, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1582, decode.loss_mask: 0.4482, decode.loss_dice: 0.6883, decode.d0.loss_cls: 1.8063, decode.d0.loss_mask: 0.4901, decode.d0.loss_dice: 0.7828, decode.d1.loss_cls: 0.2542, decode.d1.loss_mask: 0.4602, decode.d1.loss_dice: 0.7284, decode.d2.loss_cls: 0.2073, decode.d2.loss_mask: 0.4536, decode.d2.loss_dice: 0.7068, decode.d3.loss_cls: 0.1829, decode.d3.loss_mask: 0.4517, decode.d3.loss_dice: 0.6941, decode.d4.loss_cls: 0.1728, decode.d4.loss_mask: 0.4500, decode.d4.loss_dice: 0.6952, decode.d5.loss_cls: 0.1739, decode.d5.loss_mask: 0.4482, decode.d5.loss_dice: 0.6894, decode.d6.loss_cls: 0.1629, decode.d6.loss_mask: 0.4489, decode.d6.loss_dice: 0.6863, decode.d7.loss_cls: 0.1707, decode.d7.loss_mask: 0.4466, decode.d7.loss_dice: 0.6862, decode.d8.loss_cls: 0.1645, decode.d8.loss_mask: 0.4468, decode.d8.loss_dice: 0.6855, loss: 15.0411 2022-04-27 19:38:31,914 - mmseg - INFO - Iter [142650/160000] lr: 1.557e-07, eta: 5:13:55, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1705, decode.loss_mask: 0.4235, decode.loss_dice: 0.6746, decode.d0.loss_cls: 1.8549, decode.d0.loss_mask: 0.4703, decode.d0.loss_dice: 0.7821, decode.d1.loss_cls: 0.2593, decode.d1.loss_mask: 0.4423, decode.d1.loss_dice: 0.7174, decode.d2.loss_cls: 0.2119, decode.d2.loss_mask: 0.4347, decode.d2.loss_dice: 0.6985, decode.d3.loss_cls: 0.1950, decode.d3.loss_mask: 0.4311, decode.d3.loss_dice: 0.6821, decode.d4.loss_cls: 0.1842, decode.d4.loss_mask: 0.4267, decode.d4.loss_dice: 0.6822, decode.d5.loss_cls: 0.1789, decode.d5.loss_mask: 0.4270, decode.d5.loss_dice: 0.6828, decode.d6.loss_cls: 0.1757, decode.d6.loss_mask: 0.4258, decode.d6.loss_dice: 0.6774, decode.d7.loss_cls: 0.1769, decode.d7.loss_mask: 0.4231, decode.d7.loss_dice: 0.6773, decode.d8.loss_cls: 0.1732, decode.d8.loss_mask: 0.4224, decode.d8.loss_dice: 0.6767, loss: 14.8584 2022-04-27 19:39:26,086 - mmseg - INFO - Iter [142700/160000] lr: 1.553e-07, eta: 5:13:01, time: 1.083, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1745, decode.loss_mask: 0.4113, decode.loss_dice: 0.6641, decode.d0.loss_cls: 1.8647, decode.d0.loss_mask: 0.4562, decode.d0.loss_dice: 0.7721, decode.d1.loss_cls: 0.2616, decode.d1.loss_mask: 0.4269, decode.d1.loss_dice: 0.7044, decode.d2.loss_cls: 0.2155, decode.d2.loss_mask: 0.4227, decode.d2.loss_dice: 0.6890, decode.d3.loss_cls: 0.2007, decode.d3.loss_mask: 0.4158, decode.d3.loss_dice: 0.6687, decode.d4.loss_cls: 0.1940, decode.d4.loss_mask: 0.4153, decode.d4.loss_dice: 0.6689, decode.d5.loss_cls: 0.1869, decode.d5.loss_mask: 0.4145, decode.d5.loss_dice: 0.6685, decode.d6.loss_cls: 0.1795, decode.d6.loss_mask: 0.4141, decode.d6.loss_dice: 0.6646, decode.d7.loss_cls: 0.1798, decode.d7.loss_mask: 0.4140, decode.d7.loss_dice: 0.6666, decode.d8.loss_cls: 0.1765, decode.d8.loss_mask: 0.4127, decode.d8.loss_dice: 0.6641, loss: 14.6680 2022-04-27 19:40:22,673 - mmseg - INFO - Iter [142750/160000] lr: 1.548e-07, eta: 5:12:07, time: 1.132, data_time: 0.063, memory: 64049, decode.loss_cls: 0.1688, decode.loss_mask: 0.4277, decode.loss_dice: 0.6766, decode.d0.loss_cls: 1.8413, decode.d0.loss_mask: 0.4743, decode.d0.loss_dice: 0.7710, decode.d1.loss_cls: 0.2513, decode.d1.loss_mask: 0.4461, decode.d1.loss_dice: 0.7154, decode.d2.loss_cls: 0.2126, decode.d2.loss_mask: 0.4377, decode.d2.loss_dice: 0.6967, decode.d3.loss_cls: 0.1901, decode.d3.loss_mask: 0.4327, decode.d3.loss_dice: 0.6845, decode.d4.loss_cls: 0.1831, decode.d4.loss_mask: 0.4308, decode.d4.loss_dice: 0.6827, decode.d5.loss_cls: 0.1776, decode.d5.loss_mask: 0.4300, decode.d5.loss_dice: 0.6804, decode.d6.loss_cls: 0.1708, decode.d6.loss_mask: 0.4288, decode.d6.loss_dice: 0.6764, decode.d7.loss_cls: 0.1714, decode.d7.loss_mask: 0.4284, decode.d7.loss_dice: 0.6768, decode.d8.loss_cls: 0.1702, decode.d8.loss_mask: 0.4271, decode.d8.loss_dice: 0.6773, loss: 14.8387 2022-04-27 19:41:15,896 - mmseg - INFO - Iter [142800/160000] lr: 1.544e-07, eta: 5:11:12, time: 1.064, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1748, decode.loss_mask: 0.4339, decode.loss_dice: 0.6645, decode.d0.loss_cls: 1.8006, decode.d0.loss_mask: 0.4806, decode.d0.loss_dice: 0.7703, decode.d1.loss_cls: 0.2474, decode.d1.loss_mask: 0.4511, decode.d1.loss_dice: 0.7089, decode.d2.loss_cls: 0.2117, decode.d2.loss_mask: 0.4428, decode.d2.loss_dice: 0.6873, decode.d3.loss_cls: 0.1961, decode.d3.loss_mask: 0.4382, decode.d3.loss_dice: 0.6704, decode.d4.loss_cls: 0.1917, decode.d4.loss_mask: 0.4367, decode.d4.loss_dice: 0.6723, decode.d5.loss_cls: 0.1860, decode.d5.loss_mask: 0.4352, decode.d5.loss_dice: 0.6685, decode.d6.loss_cls: 0.1765, decode.d6.loss_mask: 0.4350, decode.d6.loss_dice: 0.6689, decode.d7.loss_cls: 0.1779, decode.d7.loss_mask: 0.4344, decode.d7.loss_dice: 0.6656, decode.d8.loss_cls: 0.1749, decode.d8.loss_mask: 0.4340, decode.d8.loss_dice: 0.6623, loss: 14.7985 2022-04-27 19:42:09,283 - mmseg - INFO - Iter [142850/160000] lr: 1.539e-07, eta: 5:10:18, time: 1.068, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1737, decode.loss_mask: 0.4355, decode.loss_dice: 0.6694, decode.d0.loss_cls: 1.8127, decode.d0.loss_mask: 0.4825, decode.d0.loss_dice: 0.7640, decode.d1.loss_cls: 0.2603, decode.d1.loss_mask: 0.4542, decode.d1.loss_dice: 0.7045, decode.d2.loss_cls: 0.2216, decode.d2.loss_mask: 0.4444, decode.d2.loss_dice: 0.6843, decode.d3.loss_cls: 0.1988, decode.d3.loss_mask: 0.4418, decode.d3.loss_dice: 0.6765, decode.d4.loss_cls: 0.1942, decode.d4.loss_mask: 0.4393, decode.d4.loss_dice: 0.6741, decode.d5.loss_cls: 0.1854, decode.d5.loss_mask: 0.4382, decode.d5.loss_dice: 0.6723, decode.d6.loss_cls: 0.1790, decode.d6.loss_mask: 0.4383, decode.d6.loss_dice: 0.6696, decode.d7.loss_cls: 0.1803, decode.d7.loss_mask: 0.4354, decode.d7.loss_dice: 0.6668, decode.d8.loss_cls: 0.1775, decode.d8.loss_mask: 0.4344, decode.d8.loss_dice: 0.6672, loss: 14.8763 2022-04-27 19:43:02,544 - mmseg - INFO - Iter [142900/160000] lr: 1.535e-07, eta: 5:09:24, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1749, decode.loss_mask: 0.4157, decode.loss_dice: 0.6534, decode.d0.loss_cls: 1.8294, decode.d0.loss_mask: 0.4609, decode.d0.loss_dice: 0.7500, decode.d1.loss_cls: 0.2506, decode.d1.loss_mask: 0.4324, decode.d1.loss_dice: 0.6880, decode.d2.loss_cls: 0.2108, decode.d2.loss_mask: 0.4239, decode.d2.loss_dice: 0.6731, decode.d3.loss_cls: 0.1927, decode.d3.loss_mask: 0.4202, decode.d3.loss_dice: 0.6591, decode.d4.loss_cls: 0.1871, decode.d4.loss_mask: 0.4182, decode.d4.loss_dice: 0.6577, decode.d5.loss_cls: 0.1783, decode.d5.loss_mask: 0.4182, decode.d5.loss_dice: 0.6652, decode.d6.loss_cls: 0.1739, decode.d6.loss_mask: 0.4176, decode.d6.loss_dice: 0.6541, decode.d7.loss_cls: 0.1717, decode.d7.loss_mask: 0.4167, decode.d7.loss_dice: 0.6532, decode.d8.loss_cls: 0.1712, decode.d8.loss_mask: 0.4157, decode.d8.loss_dice: 0.6558, loss: 14.4897 2022-04-27 19:43:57,166 - mmseg - INFO - Iter [142950/160000] lr: 1.530e-07, eta: 5:08:29, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1634, decode.loss_mask: 0.4241, decode.loss_dice: 0.6773, decode.d0.loss_cls: 1.8220, decode.d0.loss_mask: 0.4680, decode.d0.loss_dice: 0.7824, decode.d1.loss_cls: 0.2530, decode.d1.loss_mask: 0.4423, decode.d1.loss_dice: 0.7192, decode.d2.loss_cls: 0.2045, decode.d2.loss_mask: 0.4345, decode.d2.loss_dice: 0.6949, decode.d3.loss_cls: 0.1885, decode.d3.loss_mask: 0.4303, decode.d3.loss_dice: 0.6857, decode.d4.loss_cls: 0.1812, decode.d4.loss_mask: 0.4291, decode.d4.loss_dice: 0.6836, decode.d5.loss_cls: 0.1744, decode.d5.loss_mask: 0.4278, decode.d5.loss_dice: 0.6838, decode.d6.loss_cls: 0.1667, decode.d6.loss_mask: 0.4262, decode.d6.loss_dice: 0.6771, decode.d7.loss_cls: 0.1664, decode.d7.loss_mask: 0.4261, decode.d7.loss_dice: 0.6765, decode.d8.loss_cls: 0.1626, decode.d8.loss_mask: 0.4246, decode.d8.loss_dice: 0.6784, loss: 14.7747 2022-04-27 19:44:50,783 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 19:44:50,786 - mmseg - INFO - Iter [143000/160000] lr: 1.526e-07, eta: 5:07:35, time: 1.072, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1661, decode.loss_mask: 0.4361, decode.loss_dice: 0.6629, decode.d0.loss_cls: 1.8357, decode.d0.loss_mask: 0.4793, decode.d0.loss_dice: 0.7639, decode.d1.loss_cls: 0.2480, decode.d1.loss_mask: 0.4542, decode.d1.loss_dice: 0.7103, decode.d2.loss_cls: 0.1983, decode.d2.loss_mask: 0.4455, decode.d2.loss_dice: 0.6842, decode.d3.loss_cls: 0.1820, decode.d3.loss_mask: 0.4412, decode.d3.loss_dice: 0.6752, decode.d4.loss_cls: 0.1721, decode.d4.loss_mask: 0.4399, decode.d4.loss_dice: 0.6732, decode.d5.loss_cls: 0.1732, decode.d5.loss_mask: 0.4388, decode.d5.loss_dice: 0.6696, decode.d6.loss_cls: 0.1707, decode.d6.loss_mask: 0.4390, decode.d6.loss_dice: 0.6680, decode.d7.loss_cls: 0.1618, decode.d7.loss_mask: 0.4384, decode.d7.loss_dice: 0.6669, decode.d8.loss_cls: 0.1676, decode.d8.loss_mask: 0.4370, decode.d8.loss_dice: 0.6673, loss: 14.7662 2022-04-27 19:45:45,249 - mmseg - INFO - Iter [143050/160000] lr: 1.521e-07, eta: 5:06:41, time: 1.089, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1785, decode.loss_mask: 0.4275, decode.loss_dice: 0.6560, decode.d0.loss_cls: 1.8252, decode.d0.loss_mask: 0.4740, decode.d0.loss_dice: 0.7627, decode.d1.loss_cls: 0.2609, decode.d1.loss_mask: 0.4449, decode.d1.loss_dice: 0.6921, decode.d2.loss_cls: 0.2132, decode.d2.loss_mask: 0.4375, decode.d2.loss_dice: 0.6793, decode.d3.loss_cls: 0.1961, decode.d3.loss_mask: 0.4354, decode.d3.loss_dice: 0.6616, decode.d4.loss_cls: 0.1912, decode.d4.loss_mask: 0.4325, decode.d4.loss_dice: 0.6594, decode.d5.loss_cls: 0.1863, decode.d5.loss_mask: 0.4318, decode.d5.loss_dice: 0.6628, decode.d6.loss_cls: 0.1881, decode.d6.loss_mask: 0.4296, decode.d6.loss_dice: 0.6533, decode.d7.loss_cls: 0.1851, decode.d7.loss_mask: 0.4291, decode.d7.loss_dice: 0.6588, decode.d8.loss_cls: 0.1823, decode.d8.loss_mask: 0.4271, decode.d8.loss_dice: 0.6567, loss: 14.7189 2022-04-27 19:46:38,838 - mmseg - INFO - Iter [143100/160000] lr: 1.517e-07, eta: 5:05:46, time: 1.072, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1680, decode.loss_mask: 0.4219, decode.loss_dice: 0.6717, decode.d0.loss_cls: 1.8225, decode.d0.loss_mask: 0.4633, decode.d0.loss_dice: 0.7660, decode.d1.loss_cls: 0.2517, decode.d1.loss_mask: 0.4400, decode.d1.loss_dice: 0.7091, decode.d2.loss_cls: 0.2014, decode.d2.loss_mask: 0.4306, decode.d2.loss_dice: 0.6937, decode.d3.loss_cls: 0.1868, decode.d3.loss_mask: 0.4281, decode.d3.loss_dice: 0.6809, decode.d4.loss_cls: 0.1767, decode.d4.loss_mask: 0.4260, decode.d4.loss_dice: 0.6803, decode.d5.loss_cls: 0.1737, decode.d5.loss_mask: 0.4245, decode.d5.loss_dice: 0.6756, decode.d6.loss_cls: 0.1737, decode.d6.loss_mask: 0.4229, decode.d6.loss_dice: 0.6714, decode.d7.loss_cls: 0.1709, decode.d7.loss_mask: 0.4224, decode.d7.loss_dice: 0.6725, decode.d8.loss_cls: 0.1740, decode.d8.loss_mask: 0.4207, decode.d8.loss_dice: 0.6730, loss: 14.6940 2022-04-27 19:47:32,716 - mmseg - INFO - Iter [143150/160000] lr: 1.512e-07, eta: 5:04:52, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1731, decode.loss_mask: 0.4308, decode.loss_dice: 0.6899, decode.d0.loss_cls: 1.8229, decode.d0.loss_mask: 0.4774, decode.d0.loss_dice: 0.7963, decode.d1.loss_cls: 0.2707, decode.d1.loss_mask: 0.4488, decode.d1.loss_dice: 0.7291, decode.d2.loss_cls: 0.2220, decode.d2.loss_mask: 0.4397, decode.d2.loss_dice: 0.7101, decode.d3.loss_cls: 0.1946, decode.d3.loss_mask: 0.4384, decode.d3.loss_dice: 0.6964, decode.d4.loss_cls: 0.1851, decode.d4.loss_mask: 0.4364, decode.d4.loss_dice: 0.6955, decode.d5.loss_cls: 0.1836, decode.d5.loss_mask: 0.4346, decode.d5.loss_dice: 0.6900, decode.d6.loss_cls: 0.1779, decode.d6.loss_mask: 0.4329, decode.d6.loss_dice: 0.6876, decode.d7.loss_cls: 0.1684, decode.d7.loss_mask: 0.4320, decode.d7.loss_dice: 0.6930, decode.d8.loss_cls: 0.1725, decode.d8.loss_mask: 0.4315, decode.d8.loss_dice: 0.6872, loss: 15.0485 2022-04-27 19:48:26,413 - mmseg - INFO - Iter [143200/160000] lr: 1.508e-07, eta: 5:03:58, time: 1.074, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1887, decode.loss_mask: 0.4382, decode.loss_dice: 0.6799, decode.d0.loss_cls: 1.8563, decode.d0.loss_mask: 0.4790, decode.d0.loss_dice: 0.7825, decode.d1.loss_cls: 0.2734, decode.d1.loss_mask: 0.4555, decode.d1.loss_dice: 0.7181, decode.d2.loss_cls: 0.2328, decode.d2.loss_mask: 0.4473, decode.d2.loss_dice: 0.6991, decode.d3.loss_cls: 0.2117, decode.d3.loss_mask: 0.4429, decode.d3.loss_dice: 0.6908, decode.d4.loss_cls: 0.2050, decode.d4.loss_mask: 0.4401, decode.d4.loss_dice: 0.6852, decode.d5.loss_cls: 0.1982, decode.d5.loss_mask: 0.4397, decode.d5.loss_dice: 0.6862, decode.d6.loss_cls: 0.1936, decode.d6.loss_mask: 0.4373, decode.d6.loss_dice: 0.6808, decode.d7.loss_cls: 0.1889, decode.d7.loss_mask: 0.4372, decode.d7.loss_dice: 0.6802, decode.d8.loss_cls: 0.1872, decode.d8.loss_mask: 0.4382, decode.d8.loss_dice: 0.6852, loss: 15.1793 2022-04-27 19:49:21,165 - mmseg - INFO - Iter [143250/160000] lr: 1.503e-07, eta: 5:03:03, time: 1.095, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1810, decode.loss_mask: 0.4109, decode.loss_dice: 0.6822, decode.d0.loss_cls: 1.8735, decode.d0.loss_mask: 0.4530, decode.d0.loss_dice: 0.7869, decode.d1.loss_cls: 0.2659, decode.d1.loss_mask: 0.4263, decode.d1.loss_dice: 0.7242, decode.d2.loss_cls: 0.2181, decode.d2.loss_mask: 0.4210, decode.d2.loss_dice: 0.7098, decode.d3.loss_cls: 0.2053, decode.d3.loss_mask: 0.4163, decode.d3.loss_dice: 0.6972, decode.d4.loss_cls: 0.1941, decode.d4.loss_mask: 0.4142, decode.d4.loss_dice: 0.6962, decode.d5.loss_cls: 0.1883, decode.d5.loss_mask: 0.4138, decode.d5.loss_dice: 0.6943, decode.d6.loss_cls: 0.1818, decode.d6.loss_mask: 0.4127, decode.d6.loss_dice: 0.6884, decode.d7.loss_cls: 0.1816, decode.d7.loss_mask: 0.4117, decode.d7.loss_dice: 0.6869, decode.d8.loss_cls: 0.1788, decode.d8.loss_mask: 0.4118, decode.d8.loss_dice: 0.6873, loss: 14.9138 2022-04-27 19:50:14,692 - mmseg - INFO - Iter [143300/160000] lr: 1.499e-07, eta: 5:02:09, time: 1.070, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1626, decode.loss_mask: 0.4356, decode.loss_dice: 0.6639, decode.d0.loss_cls: 1.8043, decode.d0.loss_mask: 0.4768, decode.d0.loss_dice: 0.7550, decode.d1.loss_cls: 0.2412, decode.d1.loss_mask: 0.4537, decode.d1.loss_dice: 0.6987, decode.d2.loss_cls: 0.2039, decode.d2.loss_mask: 0.4430, decode.d2.loss_dice: 0.6750, decode.d3.loss_cls: 0.1840, decode.d3.loss_mask: 0.4388, decode.d3.loss_dice: 0.6653, decode.d4.loss_cls: 0.1737, decode.d4.loss_mask: 0.4370, decode.d4.loss_dice: 0.6635, decode.d5.loss_cls: 0.1734, decode.d5.loss_mask: 0.4366, decode.d5.loss_dice: 0.6610, decode.d6.loss_cls: 0.1634, decode.d6.loss_mask: 0.4383, decode.d6.loss_dice: 0.6616, decode.d7.loss_cls: 0.1626, decode.d7.loss_mask: 0.4374, decode.d7.loss_dice: 0.6638, decode.d8.loss_cls: 0.1664, decode.d8.loss_mask: 0.4359, decode.d8.loss_dice: 0.6641, loss: 14.6405 2022-04-27 19:51:08,603 - mmseg - INFO - Iter [143350/160000] lr: 1.494e-07, eta: 5:01:15, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1869, decode.loss_mask: 0.4123, decode.loss_dice: 0.6523, decode.d0.loss_cls: 1.8397, decode.d0.loss_mask: 0.4587, decode.d0.loss_dice: 0.7498, decode.d1.loss_cls: 0.2670, decode.d1.loss_mask: 0.4353, decode.d1.loss_dice: 0.6883, decode.d2.loss_cls: 0.2292, decode.d2.loss_mask: 0.4217, decode.d2.loss_dice: 0.6708, decode.d3.loss_cls: 0.2034, decode.d3.loss_mask: 0.4170, decode.d3.loss_dice: 0.6582, decode.d4.loss_cls: 0.1920, decode.d4.loss_mask: 0.4151, decode.d4.loss_dice: 0.6596, decode.d5.loss_cls: 0.1909, decode.d5.loss_mask: 0.4152, decode.d5.loss_dice: 0.6610, decode.d6.loss_cls: 0.1884, decode.d6.loss_mask: 0.4160, decode.d6.loss_dice: 0.6578, decode.d7.loss_cls: 0.1835, decode.d7.loss_mask: 0.4135, decode.d7.loss_dice: 0.6574, decode.d8.loss_cls: 0.1846, decode.d8.loss_mask: 0.4131, decode.d8.loss_dice: 0.6532, loss: 14.5917 2022-04-27 19:52:01,799 - mmseg - INFO - Iter [143400/160000] lr: 1.490e-07, eta: 5:00:20, time: 1.064, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1840, decode.loss_mask: 0.4305, decode.loss_dice: 0.6592, decode.d0.loss_cls: 1.8601, decode.d0.loss_mask: 0.4771, decode.d0.loss_dice: 0.7725, decode.d1.loss_cls: 0.2812, decode.d1.loss_mask: 0.4472, decode.d1.loss_dice: 0.7030, decode.d2.loss_cls: 0.2301, decode.d2.loss_mask: 0.4376, decode.d2.loss_dice: 0.6812, decode.d3.loss_cls: 0.2045, decode.d3.loss_mask: 0.4374, decode.d3.loss_dice: 0.6733, decode.d4.loss_cls: 0.1952, decode.d4.loss_mask: 0.4333, decode.d4.loss_dice: 0.6661, decode.d5.loss_cls: 0.1905, decode.d5.loss_mask: 0.4326, decode.d5.loss_dice: 0.6666, decode.d6.loss_cls: 0.1806, decode.d6.loss_mask: 0.4328, decode.d6.loss_dice: 0.6598, decode.d7.loss_cls: 0.1811, decode.d7.loss_mask: 0.4319, decode.d7.loss_dice: 0.6630, decode.d8.loss_cls: 0.1856, decode.d8.loss_mask: 0.4302, decode.d8.loss_dice: 0.6630, loss: 14.8910 2022-04-27 19:52:55,719 - mmseg - INFO - Iter [143450/160000] lr: 1.485e-07, eta: 4:59:26, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1546, decode.loss_mask: 0.4153, decode.loss_dice: 0.6474, decode.d0.loss_cls: 1.7678, decode.d0.loss_mask: 0.4575, decode.d0.loss_dice: 0.7475, decode.d1.loss_cls: 0.2290, decode.d1.loss_mask: 0.4307, decode.d1.loss_dice: 0.6851, decode.d2.loss_cls: 0.1877, decode.d2.loss_mask: 0.4220, decode.d2.loss_dice: 0.6620, decode.d3.loss_cls: 0.1720, decode.d3.loss_mask: 0.4184, decode.d3.loss_dice: 0.6547, decode.d4.loss_cls: 0.1606, decode.d4.loss_mask: 0.4180, decode.d4.loss_dice: 0.6539, decode.d5.loss_cls: 0.1592, decode.d5.loss_mask: 0.4145, decode.d5.loss_dice: 0.6503, decode.d6.loss_cls: 0.1543, decode.d6.loss_mask: 0.4154, decode.d6.loss_dice: 0.6440, decode.d7.loss_cls: 0.1534, decode.d7.loss_mask: 0.4171, decode.d7.loss_dice: 0.6491, decode.d8.loss_cls: 0.1526, decode.d8.loss_mask: 0.4166, decode.d8.loss_dice: 0.6452, loss: 14.1557 2022-04-27 19:53:49,066 - mmseg - INFO - Iter [143500/160000] lr: 1.481e-07, eta: 4:58:32, time: 1.067, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1695, decode.loss_mask: 0.4157, decode.loss_dice: 0.6734, decode.d0.loss_cls: 1.8664, decode.d0.loss_mask: 0.4627, decode.d0.loss_dice: 0.7789, decode.d1.loss_cls: 0.2475, decode.d1.loss_mask: 0.4335, decode.d1.loss_dice: 0.7169, decode.d2.loss_cls: 0.2149, decode.d2.loss_mask: 0.4267, decode.d2.loss_dice: 0.6939, decode.d3.loss_cls: 0.1975, decode.d3.loss_mask: 0.4191, decode.d3.loss_dice: 0.6791, decode.d4.loss_cls: 0.1855, decode.d4.loss_mask: 0.4178, decode.d4.loss_dice: 0.6793, decode.d5.loss_cls: 0.1806, decode.d5.loss_mask: 0.4182, decode.d5.loss_dice: 0.6767, decode.d6.loss_cls: 0.1744, decode.d6.loss_mask: 0.4162, decode.d6.loss_dice: 0.6756, decode.d7.loss_cls: 0.1759, decode.d7.loss_mask: 0.4151, decode.d7.loss_dice: 0.6712, decode.d8.loss_cls: 0.1640, decode.d8.loss_mask: 0.4161, decode.d8.loss_dice: 0.6734, loss: 14.7359 2022-04-27 19:54:43,776 - mmseg - INFO - Iter [143550/160000] lr: 1.476e-07, eta: 4:57:37, time: 1.094, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1678, decode.loss_mask: 0.4338, decode.loss_dice: 0.6810, decode.d0.loss_cls: 1.8152, decode.d0.loss_mask: 0.4755, decode.d0.loss_dice: 0.7825, decode.d1.loss_cls: 0.2319, decode.d1.loss_mask: 0.4496, decode.d1.loss_dice: 0.7239, decode.d2.loss_cls: 0.2048, decode.d2.loss_mask: 0.4420, decode.d2.loss_dice: 0.7041, decode.d3.loss_cls: 0.1820, decode.d3.loss_mask: 0.4388, decode.d3.loss_dice: 0.6903, decode.d4.loss_cls: 0.1757, decode.d4.loss_mask: 0.4367, decode.d4.loss_dice: 0.6867, decode.d5.loss_cls: 0.1750, decode.d5.loss_mask: 0.4363, decode.d5.loss_dice: 0.6873, decode.d6.loss_cls: 0.1710, decode.d6.loss_mask: 0.4358, decode.d6.loss_dice: 0.6819, decode.d7.loss_cls: 0.1696, decode.d7.loss_mask: 0.4339, decode.d7.loss_dice: 0.6783, decode.d8.loss_cls: 0.1666, decode.d8.loss_mask: 0.4345, decode.d8.loss_dice: 0.6807, loss: 14.8732 2022-04-27 19:55:38,241 - mmseg - INFO - Iter [143600/160000] lr: 1.472e-07, eta: 4:56:43, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1544, decode.loss_mask: 0.4263, decode.loss_dice: 0.6698, decode.d0.loss_cls: 1.8134, decode.d0.loss_mask: 0.4689, decode.d0.loss_dice: 0.7764, decode.d1.loss_cls: 0.2397, decode.d1.loss_mask: 0.4413, decode.d1.loss_dice: 0.7086, decode.d2.loss_cls: 0.2007, decode.d2.loss_mask: 0.4341, decode.d2.loss_dice: 0.6919, decode.d3.loss_cls: 0.1798, decode.d3.loss_mask: 0.4309, decode.d3.loss_dice: 0.6793, decode.d4.loss_cls: 0.1682, decode.d4.loss_mask: 0.4301, decode.d4.loss_dice: 0.6797, decode.d5.loss_cls: 0.1603, decode.d5.loss_mask: 0.4290, decode.d5.loss_dice: 0.6787, decode.d6.loss_cls: 0.1663, decode.d6.loss_mask: 0.4270, decode.d6.loss_dice: 0.6750, decode.d7.loss_cls: 0.1563, decode.d7.loss_mask: 0.4269, decode.d7.loss_dice: 0.6748, decode.d8.loss_cls: 0.1630, decode.d8.loss_mask: 0.4261, decode.d8.loss_dice: 0.6683, loss: 14.6450 2022-04-27 19:56:32,374 - mmseg - INFO - Iter [143650/160000] lr: 1.467e-07, eta: 4:55:49, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1676, decode.loss_mask: 0.4205, decode.loss_dice: 0.6748, decode.d0.loss_cls: 1.8538, decode.d0.loss_mask: 0.4592, decode.d0.loss_dice: 0.7859, decode.d1.loss_cls: 0.2528, decode.d1.loss_mask: 0.4339, decode.d1.loss_dice: 0.7183, decode.d2.loss_cls: 0.2108, decode.d2.loss_mask: 0.4259, decode.d2.loss_dice: 0.7009, decode.d3.loss_cls: 0.1963, decode.d3.loss_mask: 0.4219, decode.d3.loss_dice: 0.6824, decode.d4.loss_cls: 0.1834, decode.d4.loss_mask: 0.4226, decode.d4.loss_dice: 0.6862, decode.d5.loss_cls: 0.1729, decode.d5.loss_mask: 0.4219, decode.d5.loss_dice: 0.6861, decode.d6.loss_cls: 0.1765, decode.d6.loss_mask: 0.4207, decode.d6.loss_dice: 0.6745, decode.d7.loss_cls: 0.1698, decode.d7.loss_mask: 0.4198, decode.d7.loss_dice: 0.6750, decode.d8.loss_cls: 0.1680, decode.d8.loss_mask: 0.4202, decode.d8.loss_dice: 0.6758, loss: 14.7781 2022-04-27 19:57:25,769 - mmseg - INFO - Iter [143700/160000] lr: 1.463e-07, eta: 4:54:54, time: 1.068, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1869, decode.loss_mask: 0.4289, decode.loss_dice: 0.6860, decode.d0.loss_cls: 1.8720, decode.d0.loss_mask: 0.4733, decode.d0.loss_dice: 0.8017, decode.d1.loss_cls: 0.2712, decode.d1.loss_mask: 0.4492, decode.d1.loss_dice: 0.7341, decode.d2.loss_cls: 0.2398, decode.d2.loss_mask: 0.4368, decode.d2.loss_dice: 0.7107, decode.d3.loss_cls: 0.2144, decode.d3.loss_mask: 0.4325, decode.d3.loss_dice: 0.6948, decode.d4.loss_cls: 0.2042, decode.d4.loss_mask: 0.4306, decode.d4.loss_dice: 0.6968, decode.d5.loss_cls: 0.1941, decode.d5.loss_mask: 0.4298, decode.d5.loss_dice: 0.6877, decode.d6.loss_cls: 0.1857, decode.d6.loss_mask: 0.4307, decode.d6.loss_dice: 0.6902, decode.d7.loss_cls: 0.1860, decode.d7.loss_mask: 0.4285, decode.d7.loss_dice: 0.6876, decode.d8.loss_cls: 0.1855, decode.d8.loss_mask: 0.4280, decode.d8.loss_dice: 0.6862, loss: 15.1838 2022-04-27 19:58:20,241 - mmseg - INFO - Iter [143750/160000] lr: 1.458e-07, eta: 4:54:00, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1555, decode.loss_mask: 0.4420, decode.loss_dice: 0.6810, decode.d0.loss_cls: 1.7831, decode.d0.loss_mask: 0.4825, decode.d0.loss_dice: 0.7781, decode.d1.loss_cls: 0.2334, decode.d1.loss_mask: 0.4629, decode.d1.loss_dice: 0.7184, decode.d2.loss_cls: 0.1994, decode.d2.loss_mask: 0.4518, decode.d2.loss_dice: 0.7004, decode.d3.loss_cls: 0.1765, decode.d3.loss_mask: 0.4466, decode.d3.loss_dice: 0.6839, decode.d4.loss_cls: 0.1701, decode.d4.loss_mask: 0.4453, decode.d4.loss_dice: 0.6850, decode.d5.loss_cls: 0.1658, decode.d5.loss_mask: 0.4438, decode.d5.loss_dice: 0.6826, decode.d6.loss_cls: 0.1625, decode.d6.loss_mask: 0.4436, decode.d6.loss_dice: 0.6782, decode.d7.loss_cls: 0.1614, decode.d7.loss_mask: 0.4417, decode.d7.loss_dice: 0.6770, decode.d8.loss_cls: 0.1572, decode.d8.loss_mask: 0.4416, decode.d8.loss_dice: 0.6813, loss: 14.8324 2022-04-27 19:59:13,803 - mmseg - INFO - Iter [143800/160000] lr: 1.454e-07, eta: 4:53:06, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1716, decode.loss_mask: 0.4169, decode.loss_dice: 0.6834, decode.d0.loss_cls: 1.8577, decode.d0.loss_mask: 0.4654, decode.d0.loss_dice: 0.7958, decode.d1.loss_cls: 0.2621, decode.d1.loss_mask: 0.4333, decode.d1.loss_dice: 0.7260, decode.d2.loss_cls: 0.2234, decode.d2.loss_mask: 0.4257, decode.d2.loss_dice: 0.7077, decode.d3.loss_cls: 0.2021, decode.d3.loss_mask: 0.4216, decode.d3.loss_dice: 0.6946, decode.d4.loss_cls: 0.1878, decode.d4.loss_mask: 0.4223, decode.d4.loss_dice: 0.6928, decode.d5.loss_cls: 0.1852, decode.d5.loss_mask: 0.4181, decode.d5.loss_dice: 0.6895, decode.d6.loss_cls: 0.1747, decode.d6.loss_mask: 0.4202, decode.d6.loss_dice: 0.6872, decode.d7.loss_cls: 0.1782, decode.d7.loss_mask: 0.4191, decode.d7.loss_dice: 0.6845, decode.d8.loss_cls: 0.1768, decode.d8.loss_mask: 0.4181, decode.d8.loss_dice: 0.6831, loss: 14.9252 2022-04-27 20:00:08,446 - mmseg - INFO - Iter [143850/160000] lr: 1.449e-07, eta: 4:52:12, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1675, decode.loss_mask: 0.4385, decode.loss_dice: 0.6725, decode.d0.loss_cls: 1.8243, decode.d0.loss_mask: 0.4794, decode.d0.loss_dice: 0.7781, decode.d1.loss_cls: 0.2420, decode.d1.loss_mask: 0.4560, decode.d1.loss_dice: 0.7149, decode.d2.loss_cls: 0.2038, decode.d2.loss_mask: 0.4474, decode.d2.loss_dice: 0.6920, decode.d3.loss_cls: 0.1917, decode.d3.loss_mask: 0.4439, decode.d3.loss_dice: 0.6819, decode.d4.loss_cls: 0.1809, decode.d4.loss_mask: 0.4431, decode.d4.loss_dice: 0.6783, decode.d5.loss_cls: 0.1780, decode.d5.loss_mask: 0.4405, decode.d5.loss_dice: 0.6780, decode.d6.loss_cls: 0.1753, decode.d6.loss_mask: 0.4405, decode.d6.loss_dice: 0.6749, decode.d7.loss_cls: 0.1745, decode.d7.loss_mask: 0.4408, decode.d7.loss_dice: 0.6736, decode.d8.loss_cls: 0.1758, decode.d8.loss_mask: 0.4406, decode.d8.loss_dice: 0.6721, loss: 14.9006 2022-04-27 20:01:01,416 - mmseg - INFO - Iter [143900/160000] lr: 1.445e-07, eta: 4:51:17, time: 1.059, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1664, decode.loss_mask: 0.4257, decode.loss_dice: 0.6817, decode.d0.loss_cls: 1.7932, decode.d0.loss_mask: 0.4707, decode.d0.loss_dice: 0.7863, decode.d1.loss_cls: 0.2227, decode.d1.loss_mask: 0.4433, decode.d1.loss_dice: 0.7229, decode.d2.loss_cls: 0.1968, decode.d2.loss_mask: 0.4357, decode.d2.loss_dice: 0.7059, decode.d3.loss_cls: 0.1873, decode.d3.loss_mask: 0.4320, decode.d3.loss_dice: 0.6881, decode.d4.loss_cls: 0.1736, decode.d4.loss_mask: 0.4313, decode.d4.loss_dice: 0.6903, decode.d5.loss_cls: 0.1728, decode.d5.loss_mask: 0.4299, decode.d5.loss_dice: 0.6876, decode.d6.loss_cls: 0.1683, decode.d6.loss_mask: 0.4285, decode.d6.loss_dice: 0.6829, decode.d7.loss_cls: 0.1661, decode.d7.loss_mask: 0.4266, decode.d7.loss_dice: 0.6840, decode.d8.loss_cls: 0.1640, decode.d8.loss_mask: 0.4260, decode.d8.loss_dice: 0.6834, loss: 14.7739 2022-04-27 20:01:55,186 - mmseg - INFO - Iter [143950/160000] lr: 1.440e-07, eta: 4:50:23, time: 1.075, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1762, decode.loss_mask: 0.4578, decode.loss_dice: 0.6630, decode.d0.loss_cls: 1.8039, decode.d0.loss_mask: 0.5002, decode.d0.loss_dice: 0.7543, decode.d1.loss_cls: 0.2544, decode.d1.loss_mask: 0.4735, decode.d1.loss_dice: 0.6939, decode.d2.loss_cls: 0.2075, decode.d2.loss_mask: 0.4661, decode.d2.loss_dice: 0.6807, decode.d3.loss_cls: 0.1927, decode.d3.loss_mask: 0.4624, decode.d3.loss_dice: 0.6657, decode.d4.loss_cls: 0.1875, decode.d4.loss_mask: 0.4602, decode.d4.loss_dice: 0.6652, decode.d5.loss_cls: 0.1840, decode.d5.loss_mask: 0.4603, decode.d5.loss_dice: 0.6665, decode.d6.loss_cls: 0.1812, decode.d6.loss_mask: 0.4584, decode.d6.loss_dice: 0.6613, decode.d7.loss_cls: 0.1751, decode.d7.loss_mask: 0.4586, decode.d7.loss_dice: 0.6634, decode.d8.loss_cls: 0.1712, decode.d8.loss_mask: 0.4578, decode.d8.loss_dice: 0.6604, loss: 14.9635 2022-04-27 20:02:51,365 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 20:02:51,366 - mmseg - INFO - Iter [144000/160000] lr: 1.436e-07, eta: 4:49:29, time: 1.124, data_time: 0.065, memory: 64049, decode.loss_cls: 0.1506, decode.loss_mask: 0.4302, decode.loss_dice: 0.6648, decode.d0.loss_cls: 1.8055, decode.d0.loss_mask: 0.4746, decode.d0.loss_dice: 0.7581, decode.d1.loss_cls: 0.2394, decode.d1.loss_mask: 0.4457, decode.d1.loss_dice: 0.7040, decode.d2.loss_cls: 0.1880, decode.d2.loss_mask: 0.4392, decode.d2.loss_dice: 0.6810, decode.d3.loss_cls: 0.1748, decode.d3.loss_mask: 0.4353, decode.d3.loss_dice: 0.6748, decode.d4.loss_cls: 0.1638, decode.d4.loss_mask: 0.4342, decode.d4.loss_dice: 0.6706, decode.d5.loss_cls: 0.1615, decode.d5.loss_mask: 0.4331, decode.d5.loss_dice: 0.6709, decode.d6.loss_cls: 0.1541, decode.d6.loss_mask: 0.4323, decode.d6.loss_dice: 0.6632, decode.d7.loss_cls: 0.1548, decode.d7.loss_mask: 0.4315, decode.d7.loss_dice: 0.6635, decode.d8.loss_cls: 0.1541, decode.d8.loss_mask: 0.4314, decode.d8.loss_dice: 0.6651, loss: 14.5500 2022-04-27 20:04:14,673 - mmseg - INFO - per class results: 2022-04-27 20:04:14,689 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 82.18 | 89.52 | | building | 85.06 | 92.44 | | sky | 95.27 | 97.76 | | floor | 84.93 | 92.15 | | tree | 77.9 | 88.79 | | ceiling | 87.4 | 93.21 | | road | 86.38 | 91.61 | | bed | 92.11 | 96.98 | | windowpane | 66.68 | 81.91 | | grass | 68.43 | 83.36 | | cabinet | 66.01 | 76.86 | | sidewalk | 70.52 | 81.12 | | person | 86.55 | 94.13 | | earth | 40.23 | 52.43 | | door | 61.22 | 77.64 | | table | 70.29 | 82.26 | | mountain | 59.64 | 73.25 | | plant | 54.73 | 68.2 | | curtain | 78.84 | 87.46 | | chair | 66.82 | 76.03 | | car | 88.28 | 94.22 | | water | 55.17 | 68.7 | | painting | 77.46 | 90.78 | | sofa | 80.89 | 87.38 | | shelf | 45.81 | 59.84 | | house | 55.83 | 79.27 | | sea | 63.83 | 85.0 | | mirror | 78.74 | 87.97 | | rug | 70.26 | 79.77 | | field | 34.99 | 51.16 | | armchair | 58.71 | 83.48 | | seat | 66.4 | 88.13 | | fence | 53.58 | 70.04 | | desk | 58.9 | 77.85 | | rock | 56.61 | 87.38 | | wardrobe | 56.1 | 74.64 | | lamp | 76.34 | 87.71 | | bathtub | 84.49 | 90.98 | | railing | 39.29 | 53.57 | | cushion | 70.3 | 85.03 | | base | 44.14 | 63.04 | | box | 38.72 | 49.59 | | column | 53.8 | 66.6 | | signboard | 41.11 | 58.7 | | chest of drawers | 41.14 | 63.35 | | counter | 52.06 | 65.42 | | sand | 59.04 | 87.36 | | sink | 80.24 | 86.69 | | skyscraper | 48.81 | 60.06 | | fireplace | 79.64 | 89.35 | | refrigerator | 81.78 | 86.88 | | grandstand | 49.72 | 84.23 | | path | 25.62 | 46.54 | | stairs | 20.69 | 27.09 | | runway | 72.5 | 93.62 | | case | 58.94 | 85.52 | | pool table | 95.11 | 97.54 | | pillow | 64.91 | 72.01 | | screen door | 74.99 | 87.0 | | stairway | 32.05 | 49.28 | | river | 12.45 | 30.3 | | bridge | 76.33 | 89.76 | | bookcase | 45.02 | 71.58 | | blind | 38.67 | 45.11 | | coffee table | 69.92 | 86.87 | | toilet | 90.18 | 93.27 | | flower | 46.67 | 66.68 | | book | 58.97 | 75.2 | | hill | 8.67 | 14.17 | | bench | 59.23 | 73.26 | | countertop | 68.48 | 86.3 | | stove | 84.75 | 90.14 | | palm | 59.32 | 85.22 | | kitchen island | 55.94 | 82.32 | | computer | 82.75 | 90.73 | | swivel chair | 49.68 | 73.2 | | boat | 58.66 | 91.48 | | bar | 58.82 | 72.13 | | arcade machine | 46.39 | 50.47 | | hovel | 40.49 | 44.71 | | bus | 91.99 | 95.3 | | towel | 79.9 | 89.45 | | light | 61.82 | 76.62 | | truck | 45.7 | 59.69 | | tower | 21.87 | 38.72 | | chandelier | 68.95 | 79.37 | | awning | 38.47 | 51.34 | | streetlight | 46.52 | 61.49 | | booth | 42.89 | 71.57 | | television receiver | 81.31 | 91.8 | | airplane | 73.36 | 78.4 | | dirt track | 23.64 | 55.66 | | apparel | 37.87 | 54.81 | | pole | 40.4 | 55.87 | | land | 2.73 | 5.32 | | bannister | 20.73 | 33.93 | | escalator | 56.95 | 83.32 | | ottoman | 53.98 | 74.58 | | bottle | 44.26 | 66.81 | | buffet | 49.0 | 70.93 | | poster | 40.21 | 57.82 | | stage | 15.76 | 47.7 | | van | 44.8 | 63.84 | | ship | 81.56 | 94.46 | | fountain | 56.83 | 66.62 | | conveyer belt | 84.36 | 96.64 | | canopy | 51.95 | 75.81 | | washer | 93.2 | 95.78 | | plaything | 45.54 | 74.97 | | swimming pool | 72.25 | 74.43 | | stool | 59.74 | 78.08 | | barrel | 89.38 | 97.53 | | basket | 47.29 | 62.64 | | waterfall | 47.74 | 57.13 | | tent | 93.07 | 97.98 | | bag | 23.32 | 28.06 | | minibike | 79.63 | 91.74 | | cradle | 85.75 | 97.58 | | oven | 49.88 | 82.1 | | ball | 56.41 | 62.25 | | food | 59.27 | 68.77 | | step | 13.28 | 19.21 | | tank | 61.7 | 66.57 | | trade name | 24.37 | 28.35 | | microwave | 79.38 | 84.57 | | pot | 56.03 | 67.33 | | animal | 55.04 | 56.09 | | bicycle | 60.13 | 77.89 | | lake | 63.07 | 63.76 | | dishwasher | 67.75 | 87.8 | | screen | 60.26 | 90.78 | | blanket | 30.41 | 37.34 | | sculpture | 69.74 | 88.97 | | hood | 66.1 | 77.85 | | sconce | 62.23 | 77.55 | | vase | 57.88 | 74.46 | | traffic light | 46.58 | 69.44 | | tray | 30.44 | 40.91 | | ashcan | 56.41 | 73.28 | | fan | 73.33 | 86.38 | | pier | 45.16 | 82.41 | | crt screen | 7.75 | 23.26 | | plate | 63.34 | 77.58 | | monitor | 12.0 | 14.87 | | bulletin board | 52.89 | 63.39 | | shower | 12.05 | 27.8 | | radiator | 70.9 | 82.93 | | glass | 25.87 | 28.33 | | clock | 59.08 | 75.69 | | flag | 73.9 | 82.4 | +---------------------+-------+-------+ 2022-04-27 20:04:14,689 - mmseg - INFO - Summary: 2022-04-27 20:04:14,689 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 86.03 | 57.98 | 71.91 | +-------+-------+-------+ 2022-04-27 20:04:14,696 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 20:04:14,697 - mmseg - INFO - Iter(val) [250] aAcc: 0.8603, mIoU: 0.5798, mAcc: 0.7191, IoU.wall: 0.8218, IoU.building: 0.8506, IoU.sky: 0.9527, IoU.floor: 0.8493, IoU.tree: 0.7790, IoU.ceiling: 0.8740, IoU.road: 0.8638, IoU.bed : 0.9211, IoU.windowpane: 0.6668, IoU.grass: 0.6843, IoU.cabinet: 0.6601, IoU.sidewalk: 0.7052, IoU.person: 0.8655, IoU.earth: 0.4023, IoU.door: 0.6122, IoU.table: 0.7029, IoU.mountain: 0.5964, IoU.plant: 0.5473, IoU.curtain: 0.7884, IoU.chair: 0.6682, IoU.car: 0.8828, IoU.water: 0.5517, IoU.painting: 0.7746, IoU.sofa: 0.8089, IoU.shelf: 0.4581, IoU.house: 0.5583, IoU.sea: 0.6383, IoU.mirror: 0.7874, IoU.rug: 0.7026, IoU.field: 0.3499, IoU.armchair: 0.5871, IoU.seat: 0.6640, IoU.fence: 0.5358, IoU.desk: 0.5890, IoU.rock: 0.5661, IoU.wardrobe: 0.5610, IoU.lamp: 0.7634, IoU.bathtub: 0.8449, IoU.railing: 0.3929, IoU.cushion: 0.7030, IoU.base: 0.4414, IoU.box: 0.3872, IoU.column: 0.5380, IoU.signboard: 0.4111, IoU.chest of drawers: 0.4114, IoU.counter: 0.5206, IoU.sand: 0.5904, IoU.sink: 0.8024, IoU.skyscraper: 0.4881, IoU.fireplace: 0.7964, IoU.refrigerator: 0.8178, IoU.grandstand: 0.4972, IoU.path: 0.2562, IoU.stairs: 0.2069, IoU.runway: 0.7250, IoU.case: 0.5894, IoU.pool table: 0.9511, IoU.pillow: 0.6491, IoU.screen door: 0.7499, IoU.stairway: 0.3205, IoU.river: 0.1245, IoU.bridge: 0.7633, IoU.bookcase: 0.4502, IoU.blind: 0.3867, IoU.coffee table: 0.6992, IoU.toilet: 0.9018, IoU.flower: 0.4667, IoU.book: 0.5897, IoU.hill: 0.0867, IoU.bench: 0.5923, IoU.countertop: 0.6848, IoU.stove: 0.8475, IoU.palm: 0.5932, IoU.kitchen island: 0.5594, IoU.computer: 0.8275, IoU.swivel chair: 0.4968, IoU.boat: 0.5866, IoU.bar: 0.5882, IoU.arcade machine: 0.4639, IoU.hovel: 0.4049, IoU.bus: 0.9199, IoU.towel: 0.7990, IoU.light: 0.6182, IoU.truck: 0.4570, IoU.tower: 0.2187, IoU.chandelier: 0.6895, IoU.awning: 0.3847, IoU.streetlight: 0.4652, IoU.booth: 0.4289, IoU.television receiver: 0.8131, IoU.airplane: 0.7336, IoU.dirt track: 0.2364, IoU.apparel: 0.3787, IoU.pole: 0.4040, IoU.land: 0.0273, IoU.bannister: 0.2073, IoU.escalator: 0.5695, IoU.ottoman: 0.5398, IoU.bottle: 0.4426, IoU.buffet: 0.4900, IoU.poster: 0.4021, IoU.stage: 0.1576, IoU.van: 0.4480, IoU.ship: 0.8156, IoU.fountain: 0.5683, IoU.conveyer belt: 0.8436, IoU.canopy: 0.5195, IoU.washer: 0.9320, IoU.plaything: 0.4554, IoU.swimming pool: 0.7225, IoU.stool: 0.5974, IoU.barrel: 0.8938, IoU.basket: 0.4729, IoU.waterfall: 0.4774, IoU.tent: 0.9307, IoU.bag: 0.2332, IoU.minibike: 0.7963, IoU.cradle: 0.8575, IoU.oven: 0.4988, IoU.ball: 0.5641, IoU.food: 0.5927, IoU.step: 0.1328, IoU.tank: 0.6170, IoU.trade name: 0.2437, IoU.microwave: 0.7938, IoU.pot: 0.5603, IoU.animal: 0.5504, IoU.bicycle: 0.6013, IoU.lake: 0.6307, IoU.dishwasher: 0.6775, IoU.screen: 0.6026, IoU.blanket: 0.3041, IoU.sculpture: 0.6974, IoU.hood: 0.6610, IoU.sconce: 0.6223, IoU.vase: 0.5788, IoU.traffic light: 0.4658, IoU.tray: 0.3044, IoU.ashcan: 0.5641, IoU.fan: 0.7333, IoU.pier: 0.4516, IoU.crt screen: 0.0775, IoU.plate: 0.6334, IoU.monitor: 0.1200, IoU.bulletin board: 0.5289, IoU.shower: 0.1205, IoU.radiator: 0.7090, IoU.glass: 0.2587, IoU.clock: 0.5908, IoU.flag: 0.7390, Acc.wall: 0.8952, Acc.building: 0.9244, Acc.sky: 0.9776, Acc.floor: 0.9215, Acc.tree: 0.8879, Acc.ceiling: 0.9321, Acc.road: 0.9161, Acc.bed : 0.9698, Acc.windowpane: 0.8191, Acc.grass: 0.8336, Acc.cabinet: 0.7686, Acc.sidewalk: 0.8112, Acc.person: 0.9413, Acc.earth: 0.5243, Acc.door: 0.7764, Acc.table: 0.8226, Acc.mountain: 0.7325, Acc.plant: 0.6820, Acc.curtain: 0.8746, Acc.chair: 0.7603, Acc.car: 0.9422, Acc.water: 0.6870, Acc.painting: 0.9078, Acc.sofa: 0.8738, Acc.shelf: 0.5984, Acc.house: 0.7927, Acc.sea: 0.8500, Acc.mirror: 0.8797, Acc.rug: 0.7977, Acc.field: 0.5116, Acc.armchair: 0.8348, Acc.seat: 0.8813, Acc.fence: 0.7004, Acc.desk: 0.7785, Acc.rock: 0.8738, Acc.wardrobe: 0.7464, Acc.lamp: 0.8771, Acc.bathtub: 0.9098, Acc.railing: 0.5357, Acc.cushion: 0.8503, Acc.base: 0.6304, Acc.box: 0.4959, Acc.column: 0.6660, Acc.signboard: 0.5870, Acc.chest of drawers: 0.6335, Acc.counter: 0.6542, Acc.sand: 0.8736, Acc.sink: 0.8669, Acc.skyscraper: 0.6006, Acc.fireplace: 0.8935, Acc.refrigerator: 0.8688, Acc.grandstand: 0.8423, Acc.path: 0.4654, Acc.stairs: 0.2709, Acc.runway: 0.9362, Acc.case: 0.8552, Acc.pool table: 0.9754, Acc.pillow: 0.7201, Acc.screen door: 0.8700, Acc.stairway: 0.4928, Acc.river: 0.3030, Acc.bridge: 0.8976, Acc.bookcase: 0.7158, Acc.blind: 0.4511, Acc.coffee table: 0.8687, Acc.toilet: 0.9327, Acc.flower: 0.6668, Acc.book: 0.7520, Acc.hill: 0.1417, Acc.bench: 0.7326, Acc.countertop: 0.8630, Acc.stove: 0.9014, Acc.palm: 0.8522, Acc.kitchen island: 0.8232, Acc.computer: 0.9073, Acc.swivel chair: 0.7320, Acc.boat: 0.9148, Acc.bar: 0.7213, Acc.arcade machine: 0.5047, Acc.hovel: 0.4471, Acc.bus: 0.9530, Acc.towel: 0.8945, Acc.light: 0.7662, Acc.truck: 0.5969, Acc.tower: 0.3872, Acc.chandelier: 0.7937, Acc.awning: 0.5134, Acc.streetlight: 0.6149, Acc.booth: 0.7157, Acc.television receiver: 0.9180, Acc.airplane: 0.7840, Acc.dirt track: 0.5566, Acc.apparel: 0.5481, Acc.pole: 0.5587, Acc.land: 0.0532, Acc.bannister: 0.3393, Acc.escalator: 0.8332, Acc.ottoman: 0.7458, Acc.bottle: 0.6681, Acc.buffet: 0.7093, Acc.poster: 0.5782, Acc.stage: 0.4770, Acc.van: 0.6384, Acc.ship: 0.9446, Acc.fountain: 0.6662, Acc.conveyer belt: 0.9664, Acc.canopy: 0.7581, Acc.washer: 0.9578, Acc.plaything: 0.7497, Acc.swimming pool: 0.7443, Acc.stool: 0.7808, Acc.barrel: 0.9753, Acc.basket: 0.6264, Acc.waterfall: 0.5713, Acc.tent: 0.9798, Acc.bag: 0.2806, Acc.minibike: 0.9174, Acc.cradle: 0.9758, Acc.oven: 0.8210, Acc.ball: 0.6225, Acc.food: 0.6877, Acc.step: 0.1921, Acc.tank: 0.6657, Acc.trade name: 0.2835, Acc.microwave: 0.8457, Acc.pot: 0.6733, Acc.animal: 0.5609, Acc.bicycle: 0.7789, Acc.lake: 0.6376, Acc.dishwasher: 0.8780, Acc.screen: 0.9078, Acc.blanket: 0.3734, Acc.sculpture: 0.8897, Acc.hood: 0.7785, Acc.sconce: 0.7755, Acc.vase: 0.7446, Acc.traffic light: 0.6944, Acc.tray: 0.4091, Acc.ashcan: 0.7328, Acc.fan: 0.8638, Acc.pier: 0.8241, Acc.crt screen: 0.2326, Acc.plate: 0.7758, Acc.monitor: 0.1487, Acc.bulletin board: 0.6339, Acc.shower: 0.2780, Acc.radiator: 0.8293, Acc.glass: 0.2833, Acc.clock: 0.7569, Acc.flag: 0.8240 2022-04-27 20:05:08,728 - mmseg - INFO - Iter [144050/160000] lr: 1.431e-07, eta: 4:48:44, time: 2.747, data_time: 1.681, memory: 64049, decode.loss_cls: 0.1600, decode.loss_mask: 0.4111, decode.loss_dice: 0.6697, decode.d0.loss_cls: 1.8035, decode.d0.loss_mask: 0.4507, decode.d0.loss_dice: 0.7558, decode.d1.loss_cls: 0.2379, decode.d1.loss_mask: 0.4265, decode.d1.loss_dice: 0.7108, decode.d2.loss_cls: 0.2044, decode.d2.loss_mask: 0.4189, decode.d2.loss_dice: 0.6912, decode.d3.loss_cls: 0.1871, decode.d3.loss_mask: 0.4166, decode.d3.loss_dice: 0.6798, decode.d4.loss_cls: 0.1777, decode.d4.loss_mask: 0.4138, decode.d4.loss_dice: 0.6762, decode.d5.loss_cls: 0.1785, decode.d5.loss_mask: 0.4108, decode.d5.loss_dice: 0.6709, decode.d6.loss_cls: 0.1707, decode.d6.loss_mask: 0.4116, decode.d6.loss_dice: 0.6716, decode.d7.loss_cls: 0.1639, decode.d7.loss_mask: 0.4102, decode.d7.loss_dice: 0.6717, decode.d8.loss_cls: 0.1622, decode.d8.loss_mask: 0.4111, decode.d8.loss_dice: 0.6703, loss: 14.4951 2022-04-27 20:06:02,834 - mmseg - INFO - Iter [144100/160000] lr: 1.427e-07, eta: 4:47:49, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1514, decode.loss_mask: 0.4167, decode.loss_dice: 0.6493, decode.d0.loss_cls: 1.8209, decode.d0.loss_mask: 0.4581, decode.d0.loss_dice: 0.7369, decode.d1.loss_cls: 0.2429, decode.d1.loss_mask: 0.4324, decode.d1.loss_dice: 0.6802, decode.d2.loss_cls: 0.1854, decode.d2.loss_mask: 0.4224, decode.d2.loss_dice: 0.6633, decode.d3.loss_cls: 0.1654, decode.d3.loss_mask: 0.4211, decode.d3.loss_dice: 0.6510, decode.d4.loss_cls: 0.1612, decode.d4.loss_mask: 0.4199, decode.d4.loss_dice: 0.6521, decode.d5.loss_cls: 0.1555, decode.d5.loss_mask: 0.4176, decode.d5.loss_dice: 0.6498, decode.d6.loss_cls: 0.1536, decode.d6.loss_mask: 0.4175, decode.d6.loss_dice: 0.6446, decode.d7.loss_cls: 0.1490, decode.d7.loss_mask: 0.4173, decode.d7.loss_dice: 0.6468, decode.d8.loss_cls: 0.1481, decode.d8.loss_mask: 0.4168, decode.d8.loss_dice: 0.6450, loss: 14.1922 2022-04-27 20:06:56,735 - mmseg - INFO - Iter [144150/160000] lr: 1.422e-07, eta: 4:46:55, time: 1.078, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1584, decode.loss_mask: 0.4145, decode.loss_dice: 0.6584, decode.d0.loss_cls: 1.8353, decode.d0.loss_mask: 0.4557, decode.d0.loss_dice: 0.7571, decode.d1.loss_cls: 0.2361, decode.d1.loss_mask: 0.4345, decode.d1.loss_dice: 0.7009, decode.d2.loss_cls: 0.1982, decode.d2.loss_mask: 0.4220, decode.d2.loss_dice: 0.6808, decode.d3.loss_cls: 0.1808, decode.d3.loss_mask: 0.4198, decode.d3.loss_dice: 0.6693, decode.d4.loss_cls: 0.1822, decode.d4.loss_mask: 0.4183, decode.d4.loss_dice: 0.6669, decode.d5.loss_cls: 0.1732, decode.d5.loss_mask: 0.4178, decode.d5.loss_dice: 0.6685, decode.d6.loss_cls: 0.1690, decode.d6.loss_mask: 0.4153, decode.d6.loss_dice: 0.6606, decode.d7.loss_cls: 0.1639, decode.d7.loss_mask: 0.4153, decode.d7.loss_dice: 0.6624, decode.d8.loss_cls: 0.1646, decode.d8.loss_mask: 0.4135, decode.d8.loss_dice: 0.6566, loss: 14.4699 2022-04-27 20:07:51,403 - mmseg - INFO - Iter [144200/160000] lr: 1.418e-07, eta: 4:46:01, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1741, decode.loss_mask: 0.4348, decode.loss_dice: 0.6956, decode.d0.loss_cls: 1.8573, decode.d0.loss_mask: 0.4773, decode.d0.loss_dice: 0.7939, decode.d1.loss_cls: 0.2607, decode.d1.loss_mask: 0.4542, decode.d1.loss_dice: 0.7302, decode.d2.loss_cls: 0.2111, decode.d2.loss_mask: 0.4457, decode.d2.loss_dice: 0.7165, decode.d3.loss_cls: 0.1942, decode.d3.loss_mask: 0.4407, decode.d3.loss_dice: 0.7009, decode.d4.loss_cls: 0.1890, decode.d4.loss_mask: 0.4379, decode.d4.loss_dice: 0.6996, decode.d5.loss_cls: 0.1804, decode.d5.loss_mask: 0.4363, decode.d5.loss_dice: 0.7012, decode.d6.loss_cls: 0.1722, decode.d6.loss_mask: 0.4364, decode.d6.loss_dice: 0.6974, decode.d7.loss_cls: 0.1737, decode.d7.loss_mask: 0.4346, decode.d7.loss_dice: 0.6972, decode.d8.loss_cls: 0.1725, decode.d8.loss_mask: 0.4342, decode.d8.loss_dice: 0.6928, loss: 15.1428 2022-04-27 20:08:45,964 - mmseg - INFO - Iter [144250/160000] lr: 1.413e-07, eta: 4:45:06, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1549, decode.loss_mask: 0.4167, decode.loss_dice: 0.6699, decode.d0.loss_cls: 1.8173, decode.d0.loss_mask: 0.4575, decode.d0.loss_dice: 0.7704, decode.d1.loss_cls: 0.2633, decode.d1.loss_mask: 0.4310, decode.d1.loss_dice: 0.7104, decode.d2.loss_cls: 0.2074, decode.d2.loss_mask: 0.4234, decode.d2.loss_dice: 0.6902, decode.d3.loss_cls: 0.1855, decode.d3.loss_mask: 0.4201, decode.d3.loss_dice: 0.6797, decode.d4.loss_cls: 0.1749, decode.d4.loss_mask: 0.4185, decode.d4.loss_dice: 0.6770, decode.d5.loss_cls: 0.1672, decode.d5.loss_mask: 0.4174, decode.d5.loss_dice: 0.6732, decode.d6.loss_cls: 0.1571, decode.d6.loss_mask: 0.4174, decode.d6.loss_dice: 0.6720, decode.d7.loss_cls: 0.1594, decode.d7.loss_mask: 0.4165, decode.d7.loss_dice: 0.6745, decode.d8.loss_cls: 0.1559, decode.d8.loss_mask: 0.4159, decode.d8.loss_dice: 0.6712, loss: 14.5656 2022-04-27 20:09:40,191 - mmseg - INFO - Iter [144300/160000] lr: 1.409e-07, eta: 4:44:12, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1642, decode.loss_mask: 0.4278, decode.loss_dice: 0.6659, decode.d0.loss_cls: 1.8442, decode.d0.loss_mask: 0.4730, decode.d0.loss_dice: 0.7731, decode.d1.loss_cls: 0.2453, decode.d1.loss_mask: 0.4434, decode.d1.loss_dice: 0.7095, decode.d2.loss_cls: 0.2100, decode.d2.loss_mask: 0.4364, decode.d2.loss_dice: 0.6915, decode.d3.loss_cls: 0.1832, decode.d3.loss_mask: 0.4324, decode.d3.loss_dice: 0.6782, decode.d4.loss_cls: 0.1757, decode.d4.loss_mask: 0.4311, decode.d4.loss_dice: 0.6739, decode.d5.loss_cls: 0.1754, decode.d5.loss_mask: 0.4292, decode.d5.loss_dice: 0.6721, decode.d6.loss_cls: 0.1701, decode.d6.loss_mask: 0.4290, decode.d6.loss_dice: 0.6687, decode.d7.loss_cls: 0.1655, decode.d7.loss_mask: 0.4282, decode.d7.loss_dice: 0.6732, decode.d8.loss_cls: 0.1622, decode.d8.loss_mask: 0.4287, decode.d8.loss_dice: 0.6711, loss: 14.7320 2022-04-27 20:10:34,343 - mmseg - INFO - Iter [144350/160000] lr: 1.404e-07, eta: 4:43:18, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1638, decode.loss_mask: 0.4182, decode.loss_dice: 0.6711, decode.d0.loss_cls: 1.8498, decode.d0.loss_mask: 0.4581, decode.d0.loss_dice: 0.7726, decode.d1.loss_cls: 0.2602, decode.d1.loss_mask: 0.4333, decode.d1.loss_dice: 0.7069, decode.d2.loss_cls: 0.2183, decode.d2.loss_mask: 0.4267, decode.d2.loss_dice: 0.6920, decode.d3.loss_cls: 0.1946, decode.d3.loss_mask: 0.4215, decode.d3.loss_dice: 0.6811, decode.d4.loss_cls: 0.1846, decode.d4.loss_mask: 0.4213, decode.d4.loss_dice: 0.6785, decode.d5.loss_cls: 0.1808, decode.d5.loss_mask: 0.4210, decode.d5.loss_dice: 0.6822, decode.d6.loss_cls: 0.1732, decode.d6.loss_mask: 0.4192, decode.d6.loss_dice: 0.6754, decode.d7.loss_cls: 0.1680, decode.d7.loss_mask: 0.4192, decode.d7.loss_dice: 0.6778, decode.d8.loss_cls: 0.1659, decode.d8.loss_mask: 0.4181, decode.d8.loss_dice: 0.6740, loss: 14.7276 2022-04-27 20:11:28,049 - mmseg - INFO - Iter [144400/160000] lr: 1.400e-07, eta: 4:42:23, time: 1.074, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1679, decode.loss_mask: 0.4156, decode.loss_dice: 0.6685, decode.d0.loss_cls: 1.8273, decode.d0.loss_mask: 0.4589, decode.d0.loss_dice: 0.7747, decode.d1.loss_cls: 0.2511, decode.d1.loss_mask: 0.4324, decode.d1.loss_dice: 0.7100, decode.d2.loss_cls: 0.2090, decode.d2.loss_mask: 0.4252, decode.d2.loss_dice: 0.6891, decode.d3.loss_cls: 0.1893, decode.d3.loss_mask: 0.4191, decode.d3.loss_dice: 0.6732, decode.d4.loss_cls: 0.1744, decode.d4.loss_mask: 0.4187, decode.d4.loss_dice: 0.6767, decode.d5.loss_cls: 0.1658, decode.d5.loss_mask: 0.4187, decode.d5.loss_dice: 0.6780, decode.d6.loss_cls: 0.1707, decode.d6.loss_mask: 0.4165, decode.d6.loss_dice: 0.6725, decode.d7.loss_cls: 0.1646, decode.d7.loss_mask: 0.4154, decode.d7.loss_dice: 0.6720, decode.d8.loss_cls: 0.1662, decode.d8.loss_mask: 0.4157, decode.d8.loss_dice: 0.6676, loss: 14.6050 2022-04-27 20:12:22,000 - mmseg - INFO - Iter [144450/160000] lr: 1.396e-07, eta: 4:41:29, time: 1.079, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1700, decode.loss_mask: 0.4413, decode.loss_dice: 0.6812, decode.d0.loss_cls: 1.8262, decode.d0.loss_mask: 0.4834, decode.d0.loss_dice: 0.7819, decode.d1.loss_cls: 0.2511, decode.d1.loss_mask: 0.4535, decode.d1.loss_dice: 0.7154, decode.d2.loss_cls: 0.2137, decode.d2.loss_mask: 0.4502, decode.d2.loss_dice: 0.6980, decode.d3.loss_cls: 0.1897, decode.d3.loss_mask: 0.4461, decode.d3.loss_dice: 0.6870, decode.d4.loss_cls: 0.1808, decode.d4.loss_mask: 0.4436, decode.d4.loss_dice: 0.6861, decode.d5.loss_cls: 0.1770, decode.d5.loss_mask: 0.4427, decode.d5.loss_dice: 0.6849, decode.d6.loss_cls: 0.1693, decode.d6.loss_mask: 0.4416, decode.d6.loss_dice: 0.6843, decode.d7.loss_cls: 0.1642, decode.d7.loss_mask: 0.4416, decode.d7.loss_dice: 0.6871, decode.d8.loss_cls: 0.1664, decode.d8.loss_mask: 0.4407, decode.d8.loss_dice: 0.6834, loss: 14.9825 2022-04-27 20:13:16,610 - mmseg - INFO - Iter [144500/160000] lr: 1.391e-07, eta: 4:40:35, time: 1.092, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1722, decode.loss_mask: 0.4280, decode.loss_dice: 0.6837, decode.d0.loss_cls: 1.8130, decode.d0.loss_mask: 0.4707, decode.d0.loss_dice: 0.7832, decode.d1.loss_cls: 0.2418, decode.d1.loss_mask: 0.4477, decode.d1.loss_dice: 0.7277, decode.d2.loss_cls: 0.2063, decode.d2.loss_mask: 0.4379, decode.d2.loss_dice: 0.7053, decode.d3.loss_cls: 0.1964, decode.d3.loss_mask: 0.4334, decode.d3.loss_dice: 0.6946, decode.d4.loss_cls: 0.1849, decode.d4.loss_mask: 0.4342, decode.d4.loss_dice: 0.6923, decode.d5.loss_cls: 0.1814, decode.d5.loss_mask: 0.4304, decode.d5.loss_dice: 0.6867, decode.d6.loss_cls: 0.1744, decode.d6.loss_mask: 0.4310, decode.d6.loss_dice: 0.6856, decode.d7.loss_cls: 0.1769, decode.d7.loss_mask: 0.4288, decode.d7.loss_dice: 0.6828, decode.d8.loss_cls: 0.1729, decode.d8.loss_mask: 0.4294, decode.d8.loss_dice: 0.6896, loss: 14.9234 2022-04-27 20:14:11,537 - mmseg - INFO - Iter [144550/160000] lr: 1.387e-07, eta: 4:39:41, time: 1.098, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1739, decode.loss_mask: 0.4190, decode.loss_dice: 0.6821, decode.d0.loss_cls: 1.8537, decode.d0.loss_mask: 0.4595, decode.d0.loss_dice: 0.7805, decode.d1.loss_cls: 0.2552, decode.d1.loss_mask: 0.4354, decode.d1.loss_dice: 0.7183, decode.d2.loss_cls: 0.2021, decode.d2.loss_mask: 0.4281, decode.d2.loss_dice: 0.7000, decode.d3.loss_cls: 0.1964, decode.d3.loss_mask: 0.4233, decode.d3.loss_dice: 0.6927, decode.d4.loss_cls: 0.1822, decode.d4.loss_mask: 0.4218, decode.d4.loss_dice: 0.6878, decode.d5.loss_cls: 0.1738, decode.d5.loss_mask: 0.4210, decode.d5.loss_dice: 0.6868, decode.d6.loss_cls: 0.1734, decode.d6.loss_mask: 0.4206, decode.d6.loss_dice: 0.6839, decode.d7.loss_cls: 0.1698, decode.d7.loss_mask: 0.4195, decode.d7.loss_dice: 0.6802, decode.d8.loss_cls: 0.1722, decode.d8.loss_mask: 0.4194, decode.d8.loss_dice: 0.6826, loss: 14.8153 2022-04-27 20:15:05,887 - mmseg - INFO - Iter [144600/160000] lr: 1.382e-07, eta: 4:38:46, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1557, decode.loss_mask: 0.4465, decode.loss_dice: 0.6858, decode.d0.loss_cls: 1.8421, decode.d0.loss_mask: 0.4904, decode.d0.loss_dice: 0.7904, decode.d1.loss_cls: 0.2573, decode.d1.loss_mask: 0.4624, decode.d1.loss_dice: 0.7266, decode.d2.loss_cls: 0.2118, decode.d2.loss_mask: 0.4539, decode.d2.loss_dice: 0.7030, decode.d3.loss_cls: 0.1861, decode.d3.loss_mask: 0.4494, decode.d3.loss_dice: 0.6900, decode.d4.loss_cls: 0.1738, decode.d4.loss_mask: 0.4493, decode.d4.loss_dice: 0.6924, decode.d5.loss_cls: 0.1701, decode.d5.loss_mask: 0.4465, decode.d5.loss_dice: 0.6899, decode.d6.loss_cls: 0.1684, decode.d6.loss_mask: 0.4453, decode.d6.loss_dice: 0.6857, decode.d7.loss_cls: 0.1608, decode.d7.loss_mask: 0.4465, decode.d7.loss_dice: 0.6888, decode.d8.loss_cls: 0.1603, decode.d8.loss_mask: 0.4448, decode.d8.loss_dice: 0.6841, loss: 15.0581 2022-04-27 20:16:01,404 - mmseg - INFO - Iter [144650/160000] lr: 1.378e-07, eta: 4:37:52, time: 1.110, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1671, decode.loss_mask: 0.4268, decode.loss_dice: 0.6721, decode.d0.loss_cls: 1.8075, decode.d0.loss_mask: 0.4703, decode.d0.loss_dice: 0.7739, decode.d1.loss_cls: 0.2480, decode.d1.loss_mask: 0.4411, decode.d1.loss_dice: 0.7155, decode.d2.loss_cls: 0.2115, decode.d2.loss_mask: 0.4337, decode.d2.loss_dice: 0.6906, decode.d3.loss_cls: 0.1884, decode.d3.loss_mask: 0.4304, decode.d3.loss_dice: 0.6813, decode.d4.loss_cls: 0.1782, decode.d4.loss_mask: 0.4303, decode.d4.loss_dice: 0.6781, decode.d5.loss_cls: 0.1768, decode.d5.loss_mask: 0.4286, decode.d5.loss_dice: 0.6752, decode.d6.loss_cls: 0.1712, decode.d6.loss_mask: 0.4275, decode.d6.loss_dice: 0.6751, decode.d7.loss_cls: 0.1717, decode.d7.loss_mask: 0.4255, decode.d7.loss_dice: 0.6726, decode.d8.loss_cls: 0.1630, decode.d8.loss_mask: 0.4256, decode.d8.loss_dice: 0.6748, loss: 14.7325 2022-04-27 20:16:56,561 - mmseg - INFO - Iter [144700/160000] lr: 1.373e-07, eta: 4:36:58, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1640, decode.loss_mask: 0.4337, decode.loss_dice: 0.6582, decode.d0.loss_cls: 1.8160, decode.d0.loss_mask: 0.4773, decode.d0.loss_dice: 0.7637, decode.d1.loss_cls: 0.2542, decode.d1.loss_mask: 0.4503, decode.d1.loss_dice: 0.7021, decode.d2.loss_cls: 0.2068, decode.d2.loss_mask: 0.4431, decode.d2.loss_dice: 0.6800, decode.d3.loss_cls: 0.1867, decode.d3.loss_mask: 0.4393, decode.d3.loss_dice: 0.6709, decode.d4.loss_cls: 0.1781, decode.d4.loss_mask: 0.4367, decode.d4.loss_dice: 0.6655, decode.d5.loss_cls: 0.1736, decode.d5.loss_mask: 0.4361, decode.d5.loss_dice: 0.6667, decode.d6.loss_cls: 0.1744, decode.d6.loss_mask: 0.4341, decode.d6.loss_dice: 0.6624, decode.d7.loss_cls: 0.1711, decode.d7.loss_mask: 0.4318, decode.d7.loss_dice: 0.6649, decode.d8.loss_cls: 0.1639, decode.d8.loss_mask: 0.4329, decode.d8.loss_dice: 0.6634, loss: 14.7017 2022-04-27 20:17:50,842 - mmseg - INFO - Iter [144750/160000] lr: 1.369e-07, eta: 4:36:04, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1627, decode.loss_mask: 0.4215, decode.loss_dice: 0.6548, decode.d0.loss_cls: 1.8281, decode.d0.loss_mask: 0.4673, decode.d0.loss_dice: 0.7555, decode.d1.loss_cls: 0.2406, decode.d1.loss_mask: 0.4396, decode.d1.loss_dice: 0.6906, decode.d2.loss_cls: 0.2005, decode.d2.loss_mask: 0.4316, decode.d2.loss_dice: 0.6816, decode.d3.loss_cls: 0.1778, decode.d3.loss_mask: 0.4277, decode.d3.loss_dice: 0.6656, decode.d4.loss_cls: 0.1675, decode.d4.loss_mask: 0.4258, decode.d4.loss_dice: 0.6641, decode.d5.loss_cls: 0.1657, decode.d5.loss_mask: 0.4246, decode.d5.loss_dice: 0.6606, decode.d6.loss_cls: 0.1595, decode.d6.loss_mask: 0.4212, decode.d6.loss_dice: 0.6553, decode.d7.loss_cls: 0.1593, decode.d7.loss_mask: 0.4215, decode.d7.loss_dice: 0.6576, decode.d8.loss_cls: 0.1611, decode.d8.loss_mask: 0.4220, decode.d8.loss_dice: 0.6576, loss: 14.4691 2022-04-27 20:18:45,746 - mmseg - INFO - Iter [144800/160000] lr: 1.364e-07, eta: 4:35:09, time: 1.098, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1760, decode.loss_mask: 0.4336, decode.loss_dice: 0.6858, decode.d0.loss_cls: 1.7939, decode.d0.loss_mask: 0.4805, decode.d0.loss_dice: 0.7827, decode.d1.loss_cls: 0.2477, decode.d1.loss_mask: 0.4548, decode.d1.loss_dice: 0.7294, decode.d2.loss_cls: 0.2132, decode.d2.loss_mask: 0.4450, decode.d2.loss_dice: 0.7084, decode.d3.loss_cls: 0.1911, decode.d3.loss_mask: 0.4411, decode.d3.loss_dice: 0.6952, decode.d4.loss_cls: 0.1830, decode.d4.loss_mask: 0.4375, decode.d4.loss_dice: 0.6928, decode.d5.loss_cls: 0.1801, decode.d5.loss_mask: 0.4388, decode.d5.loss_dice: 0.6949, decode.d6.loss_cls: 0.1746, decode.d6.loss_mask: 0.4377, decode.d6.loss_dice: 0.6863, decode.d7.loss_cls: 0.1793, decode.d7.loss_mask: 0.4344, decode.d7.loss_dice: 0.6854, decode.d8.loss_cls: 0.1723, decode.d8.loss_mask: 0.4348, decode.d8.loss_dice: 0.6844, loss: 14.9947 2022-04-27 20:19:39,963 - mmseg - INFO - Iter [144850/160000] lr: 1.360e-07, eta: 4:34:15, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1752, decode.loss_mask: 0.4372, decode.loss_dice: 0.6911, decode.d0.loss_cls: 1.8726, decode.d0.loss_mask: 0.4845, decode.d0.loss_dice: 0.7852, decode.d1.loss_cls: 0.2642, decode.d1.loss_mask: 0.4571, decode.d1.loss_dice: 0.7232, decode.d2.loss_cls: 0.2142, decode.d2.loss_mask: 0.4498, decode.d2.loss_dice: 0.7106, decode.d3.loss_cls: 0.1949, decode.d3.loss_mask: 0.4438, decode.d3.loss_dice: 0.6986, decode.d4.loss_cls: 0.1889, decode.d4.loss_mask: 0.4410, decode.d4.loss_dice: 0.6939, decode.d5.loss_cls: 0.1841, decode.d5.loss_mask: 0.4403, decode.d5.loss_dice: 0.6941, decode.d6.loss_cls: 0.1734, decode.d6.loss_mask: 0.4389, decode.d6.loss_dice: 0.6888, decode.d7.loss_cls: 0.1735, decode.d7.loss_mask: 0.4383, decode.d7.loss_dice: 0.6882, decode.d8.loss_cls: 0.1710, decode.d8.loss_mask: 0.4376, decode.d8.loss_dice: 0.6879, loss: 15.1422 2022-04-27 20:20:33,874 - mmseg - INFO - Iter [144900/160000] lr: 1.355e-07, eta: 4:33:21, time: 1.078, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1589, decode.loss_mask: 0.4211, decode.loss_dice: 0.6589, decode.d0.loss_cls: 1.8429, decode.d0.loss_mask: 0.4618, decode.d0.loss_dice: 0.7514, decode.d1.loss_cls: 0.2415, decode.d1.loss_mask: 0.4373, decode.d1.loss_dice: 0.6909, decode.d2.loss_cls: 0.1972, decode.d2.loss_mask: 0.4285, decode.d2.loss_dice: 0.6742, decode.d3.loss_cls: 0.1844, decode.d3.loss_mask: 0.4242, decode.d3.loss_dice: 0.6605, decode.d4.loss_cls: 0.1764, decode.d4.loss_mask: 0.4232, decode.d4.loss_dice: 0.6638, decode.d5.loss_cls: 0.1641, decode.d5.loss_mask: 0.4228, decode.d5.loss_dice: 0.6623, decode.d6.loss_cls: 0.1654, decode.d6.loss_mask: 0.4238, decode.d6.loss_dice: 0.6576, decode.d7.loss_cls: 0.1584, decode.d7.loss_mask: 0.4229, decode.d7.loss_dice: 0.6595, decode.d8.loss_cls: 0.1563, decode.d8.loss_mask: 0.4226, decode.d8.loss_dice: 0.6595, loss: 14.4724 2022-04-27 20:21:27,478 - mmseg - INFO - Iter [144950/160000] lr: 1.351e-07, eta: 4:32:26, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1778, decode.loss_mask: 0.4449, decode.loss_dice: 0.6967, decode.d0.loss_cls: 1.7861, decode.d0.loss_mask: 0.4936, decode.d0.loss_dice: 0.8027, decode.d1.loss_cls: 0.2634, decode.d1.loss_mask: 0.4630, decode.d1.loss_dice: 0.7354, decode.d2.loss_cls: 0.2258, decode.d2.loss_mask: 0.4560, decode.d2.loss_dice: 0.7211, decode.d3.loss_cls: 0.1989, decode.d3.loss_mask: 0.4526, decode.d3.loss_dice: 0.7097, decode.d4.loss_cls: 0.1976, decode.d4.loss_mask: 0.4507, decode.d4.loss_dice: 0.7073, decode.d5.loss_cls: 0.1888, decode.d5.loss_mask: 0.4482, decode.d5.loss_dice: 0.7061, decode.d6.loss_cls: 0.1845, decode.d6.loss_mask: 0.4471, decode.d6.loss_dice: 0.7033, decode.d7.loss_cls: 0.1824, decode.d7.loss_mask: 0.4463, decode.d7.loss_dice: 0.7003, decode.d8.loss_cls: 0.1785, decode.d8.loss_mask: 0.4462, decode.d8.loss_dice: 0.7035, loss: 15.3180 2022-04-27 20:22:21,844 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 20:22:21,848 - mmseg - INFO - Iter [145000/160000] lr: 1.346e-07, eta: 4:31:32, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1852, decode.loss_mask: 0.4062, decode.loss_dice: 0.6799, decode.d0.loss_cls: 1.8854, decode.d0.loss_mask: 0.4492, decode.d0.loss_dice: 0.7900, decode.d1.loss_cls: 0.2633, decode.d1.loss_mask: 0.4193, decode.d1.loss_dice: 0.7177, decode.d2.loss_cls: 0.2232, decode.d2.loss_mask: 0.4119, decode.d2.loss_dice: 0.6966, decode.d3.loss_cls: 0.2111, decode.d3.loss_mask: 0.4091, decode.d3.loss_dice: 0.6868, decode.d4.loss_cls: 0.1989, decode.d4.loss_mask: 0.4084, decode.d4.loss_dice: 0.6855, decode.d5.loss_cls: 0.1882, decode.d5.loss_mask: 0.4058, decode.d5.loss_dice: 0.6857, decode.d6.loss_cls: 0.1833, decode.d6.loss_mask: 0.4063, decode.d6.loss_dice: 0.6784, decode.d7.loss_cls: 0.1863, decode.d7.loss_mask: 0.4049, decode.d7.loss_dice: 0.6823, decode.d8.loss_cls: 0.1845, decode.d8.loss_mask: 0.4066, decode.d8.loss_dice: 0.6836, loss: 14.8238 2022-04-27 20:23:15,974 - mmseg - INFO - Iter [145050/160000] lr: 1.342e-07, eta: 4:30:38, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1634, decode.loss_mask: 0.4294, decode.loss_dice: 0.6772, decode.d0.loss_cls: 1.8217, decode.d0.loss_mask: 0.4697, decode.d0.loss_dice: 0.7718, decode.d1.loss_cls: 0.2388, decode.d1.loss_mask: 0.4449, decode.d1.loss_dice: 0.7120, decode.d2.loss_cls: 0.1931, decode.d2.loss_mask: 0.4384, decode.d2.loss_dice: 0.6953, decode.d3.loss_cls: 0.1856, decode.d3.loss_mask: 0.4330, decode.d3.loss_dice: 0.6818, decode.d4.loss_cls: 0.1810, decode.d4.loss_mask: 0.4315, decode.d4.loss_dice: 0.6772, decode.d5.loss_cls: 0.1702, decode.d5.loss_mask: 0.4322, decode.d5.loss_dice: 0.6830, decode.d6.loss_cls: 0.1690, decode.d6.loss_mask: 0.4313, decode.d6.loss_dice: 0.6778, decode.d7.loss_cls: 0.1633, decode.d7.loss_mask: 0.4307, decode.d7.loss_dice: 0.6762, decode.d8.loss_cls: 0.1639, decode.d8.loss_mask: 0.4293, decode.d8.loss_dice: 0.6783, loss: 14.7510 2022-04-27 20:24:10,567 - mmseg - INFO - Iter [145100/160000] lr: 1.337e-07, eta: 4:29:43, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1674, decode.loss_mask: 0.4075, decode.loss_dice: 0.6654, decode.d0.loss_cls: 1.8353, decode.d0.loss_mask: 0.4507, decode.d0.loss_dice: 0.7712, decode.d1.loss_cls: 0.2576, decode.d1.loss_mask: 0.4234, decode.d1.loss_dice: 0.7041, decode.d2.loss_cls: 0.2106, decode.d2.loss_mask: 0.4172, decode.d2.loss_dice: 0.6860, decode.d3.loss_cls: 0.1912, decode.d3.loss_mask: 0.4127, decode.d3.loss_dice: 0.6686, decode.d4.loss_cls: 0.1859, decode.d4.loss_mask: 0.4120, decode.d4.loss_dice: 0.6715, decode.d5.loss_cls: 0.1789, decode.d5.loss_mask: 0.4116, decode.d5.loss_dice: 0.6716, decode.d6.loss_cls: 0.1732, decode.d6.loss_mask: 0.4089, decode.d6.loss_dice: 0.6622, decode.d7.loss_cls: 0.1739, decode.d7.loss_mask: 0.4094, decode.d7.loss_dice: 0.6655, decode.d8.loss_cls: 0.1674, decode.d8.loss_mask: 0.4078, decode.d8.loss_dice: 0.6619, loss: 14.5307 2022-04-27 20:25:05,506 - mmseg - INFO - Iter [145150/160000] lr: 1.333e-07, eta: 4:28:49, time: 1.099, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1682, decode.loss_mask: 0.4369, decode.loss_dice: 0.6645, decode.d0.loss_cls: 1.7942, decode.d0.loss_mask: 0.4858, decode.d0.loss_dice: 0.7679, decode.d1.loss_cls: 0.2440, decode.d1.loss_mask: 0.4569, decode.d1.loss_dice: 0.7117, decode.d2.loss_cls: 0.2103, decode.d2.loss_mask: 0.4476, decode.d2.loss_dice: 0.6868, decode.d3.loss_cls: 0.1927, decode.d3.loss_mask: 0.4428, decode.d3.loss_dice: 0.6734, decode.d4.loss_cls: 0.1807, decode.d4.loss_mask: 0.4426, decode.d4.loss_dice: 0.6728, decode.d5.loss_cls: 0.1711, decode.d5.loss_mask: 0.4425, decode.d5.loss_dice: 0.6721, decode.d6.loss_cls: 0.1750, decode.d6.loss_mask: 0.4403, decode.d6.loss_dice: 0.6659, decode.d7.loss_cls: 0.1735, decode.d7.loss_mask: 0.4386, decode.d7.loss_dice: 0.6659, decode.d8.loss_cls: 0.1699, decode.d8.loss_mask: 0.4387, decode.d8.loss_dice: 0.6658, loss: 14.7993 2022-04-27 20:25:59,531 - mmseg - INFO - Iter [145200/160000] lr: 1.328e-07, eta: 4:27:55, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1866, decode.loss_mask: 0.4260, decode.loss_dice: 0.6710, decode.d0.loss_cls: 1.8276, decode.d0.loss_mask: 0.4734, decode.d0.loss_dice: 0.7756, decode.d1.loss_cls: 0.2702, decode.d1.loss_mask: 0.4428, decode.d1.loss_dice: 0.7119, decode.d2.loss_cls: 0.2194, decode.d2.loss_mask: 0.4352, decode.d2.loss_dice: 0.6928, decode.d3.loss_cls: 0.2035, decode.d3.loss_mask: 0.4316, decode.d3.loss_dice: 0.6809, decode.d4.loss_cls: 0.1863, decode.d4.loss_mask: 0.4310, decode.d4.loss_dice: 0.6819, decode.d5.loss_cls: 0.1862, decode.d5.loss_mask: 0.4286, decode.d5.loss_dice: 0.6779, decode.d6.loss_cls: 0.1846, decode.d6.loss_mask: 0.4274, decode.d6.loss_dice: 0.6752, decode.d7.loss_cls: 0.1854, decode.d7.loss_mask: 0.4275, decode.d7.loss_dice: 0.6762, decode.d8.loss_cls: 0.1780, decode.d8.loss_mask: 0.4262, decode.d8.loss_dice: 0.6745, loss: 14.8953 2022-04-27 20:26:56,259 - mmseg - INFO - Iter [145250/160000] lr: 1.324e-07, eta: 4:27:01, time: 1.134, data_time: 0.069, memory: 64049, decode.loss_cls: 0.1674, decode.loss_mask: 0.4242, decode.loss_dice: 0.6867, decode.d0.loss_cls: 1.8589, decode.d0.loss_mask: 0.4697, decode.d0.loss_dice: 0.7857, decode.d1.loss_cls: 0.2587, decode.d1.loss_mask: 0.4421, decode.d1.loss_dice: 0.7270, decode.d2.loss_cls: 0.2114, decode.d2.loss_mask: 0.4307, decode.d2.loss_dice: 0.7027, decode.d3.loss_cls: 0.1899, decode.d3.loss_mask: 0.4301, decode.d3.loss_dice: 0.6903, decode.d4.loss_cls: 0.1799, decode.d4.loss_mask: 0.4273, decode.d4.loss_dice: 0.6945, decode.d5.loss_cls: 0.1782, decode.d5.loss_mask: 0.4254, decode.d5.loss_dice: 0.6899, decode.d6.loss_cls: 0.1763, decode.d6.loss_mask: 0.4259, decode.d6.loss_dice: 0.6844, decode.d7.loss_cls: 0.1720, decode.d7.loss_mask: 0.4243, decode.d7.loss_dice: 0.6828, decode.d8.loss_cls: 0.1714, decode.d8.loss_mask: 0.4244, decode.d8.loss_dice: 0.6872, loss: 14.9193 2022-04-27 20:27:50,686 - mmseg - INFO - Iter [145300/160000] lr: 1.319e-07, eta: 4:26:06, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1545, decode.loss_mask: 0.4082, decode.loss_dice: 0.6613, decode.d0.loss_cls: 1.8606, decode.d0.loss_mask: 0.4454, decode.d0.loss_dice: 0.7654, decode.d1.loss_cls: 0.2502, decode.d1.loss_mask: 0.4224, decode.d1.loss_dice: 0.7021, decode.d2.loss_cls: 0.1985, decode.d2.loss_mask: 0.4146, decode.d2.loss_dice: 0.6827, decode.d3.loss_cls: 0.1806, decode.d3.loss_mask: 0.4098, decode.d3.loss_dice: 0.6677, decode.d4.loss_cls: 0.1726, decode.d4.loss_mask: 0.4093, decode.d4.loss_dice: 0.6651, decode.d5.loss_cls: 0.1640, decode.d5.loss_mask: 0.4095, decode.d5.loss_dice: 0.6640, decode.d6.loss_cls: 0.1602, decode.d6.loss_mask: 0.4087, decode.d6.loss_dice: 0.6647, decode.d7.loss_cls: 0.1579, decode.d7.loss_mask: 0.4085, decode.d7.loss_dice: 0.6662, decode.d8.loss_cls: 0.1573, decode.d8.loss_mask: 0.4069, decode.d8.loss_dice: 0.6636, loss: 14.4024 2022-04-27 20:28:45,533 - mmseg - INFO - Iter [145350/160000] lr: 1.315e-07, eta: 4:25:12, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1678, decode.loss_mask: 0.4191, decode.loss_dice: 0.6751, decode.d0.loss_cls: 1.8744, decode.d0.loss_mask: 0.4574, decode.d0.loss_dice: 0.7705, decode.d1.loss_cls: 0.2556, decode.d1.loss_mask: 0.4352, decode.d1.loss_dice: 0.7106, decode.d2.loss_cls: 0.2115, decode.d2.loss_mask: 0.4279, decode.d2.loss_dice: 0.6927, decode.d3.loss_cls: 0.1881, decode.d3.loss_mask: 0.4247, decode.d3.loss_dice: 0.6809, decode.d4.loss_cls: 0.1813, decode.d4.loss_mask: 0.4226, decode.d4.loss_dice: 0.6745, decode.d5.loss_cls: 0.1800, decode.d5.loss_mask: 0.4226, decode.d5.loss_dice: 0.6798, decode.d6.loss_cls: 0.1722, decode.d6.loss_mask: 0.4204, decode.d6.loss_dice: 0.6773, decode.d7.loss_cls: 0.1670, decode.d7.loss_mask: 0.4201, decode.d7.loss_dice: 0.6746, decode.d8.loss_cls: 0.1651, decode.d8.loss_mask: 0.4194, decode.d8.loss_dice: 0.6753, loss: 14.7436 2022-04-27 20:29:40,282 - mmseg - INFO - Iter [145400/160000] lr: 1.310e-07, eta: 4:24:18, time: 1.095, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1719, decode.loss_mask: 0.4231, decode.loss_dice: 0.6713, decode.d0.loss_cls: 1.8429, decode.d0.loss_mask: 0.4703, decode.d0.loss_dice: 0.7695, decode.d1.loss_cls: 0.2479, decode.d1.loss_mask: 0.4420, decode.d1.loss_dice: 0.7113, decode.d2.loss_cls: 0.2096, decode.d2.loss_mask: 0.4344, decode.d2.loss_dice: 0.6882, decode.d3.loss_cls: 0.1907, decode.d3.loss_mask: 0.4292, decode.d3.loss_dice: 0.6749, decode.d4.loss_cls: 0.1808, decode.d4.loss_mask: 0.4283, decode.d4.loss_dice: 0.6759, decode.d5.loss_cls: 0.1743, decode.d5.loss_mask: 0.4265, decode.d5.loss_dice: 0.6714, decode.d6.loss_cls: 0.1739, decode.d6.loss_mask: 0.4261, decode.d6.loss_dice: 0.6712, decode.d7.loss_cls: 0.1744, decode.d7.loss_mask: 0.4240, decode.d7.loss_dice: 0.6705, decode.d8.loss_cls: 0.1728, decode.d8.loss_mask: 0.4228, decode.d8.loss_dice: 0.6675, loss: 14.7376 2022-04-27 20:30:35,842 - mmseg - INFO - Iter [145450/160000] lr: 1.306e-07, eta: 4:23:24, time: 1.111, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1580, decode.loss_mask: 0.4131, decode.loss_dice: 0.6593, decode.d0.loss_cls: 1.8528, decode.d0.loss_mask: 0.4512, decode.d0.loss_dice: 0.7644, decode.d1.loss_cls: 0.2335, decode.d1.loss_mask: 0.4287, decode.d1.loss_dice: 0.7007, decode.d2.loss_cls: 0.1999, decode.d2.loss_mask: 0.4209, decode.d2.loss_dice: 0.6764, decode.d3.loss_cls: 0.1801, decode.d3.loss_mask: 0.4162, decode.d3.loss_dice: 0.6675, decode.d4.loss_cls: 0.1716, decode.d4.loss_mask: 0.4161, decode.d4.loss_dice: 0.6654, decode.d5.loss_cls: 0.1662, decode.d5.loss_mask: 0.4154, decode.d5.loss_dice: 0.6633, decode.d6.loss_cls: 0.1591, decode.d6.loss_mask: 0.4146, decode.d6.loss_dice: 0.6600, decode.d7.loss_cls: 0.1600, decode.d7.loss_mask: 0.4149, decode.d7.loss_dice: 0.6605, decode.d8.loss_cls: 0.1538, decode.d8.loss_mask: 0.4139, decode.d8.loss_dice: 0.6593, loss: 14.4165 2022-04-27 20:31:31,117 - mmseg - INFO - Iter [145500/160000] lr: 1.301e-07, eta: 4:22:30, time: 1.105, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1705, decode.loss_mask: 0.4241, decode.loss_dice: 0.6582, decode.d0.loss_cls: 1.7916, decode.d0.loss_mask: 0.4668, decode.d0.loss_dice: 0.7565, decode.d1.loss_cls: 0.2522, decode.d1.loss_mask: 0.4401, decode.d1.loss_dice: 0.6941, decode.d2.loss_cls: 0.2087, decode.d2.loss_mask: 0.4336, decode.d2.loss_dice: 0.6815, decode.d3.loss_cls: 0.2004, decode.d3.loss_mask: 0.4298, decode.d3.loss_dice: 0.6659, decode.d4.loss_cls: 0.1883, decode.d4.loss_mask: 0.4282, decode.d4.loss_dice: 0.6637, decode.d5.loss_cls: 0.1812, decode.d5.loss_mask: 0.4267, decode.d5.loss_dice: 0.6648, decode.d6.loss_cls: 0.1837, decode.d6.loss_mask: 0.4253, decode.d6.loss_dice: 0.6601, decode.d7.loss_cls: 0.1729, decode.d7.loss_mask: 0.4257, decode.d7.loss_dice: 0.6583, decode.d8.loss_cls: 0.1746, decode.d8.loss_mask: 0.4243, decode.d8.loss_dice: 0.6568, loss: 14.6086 2022-04-27 20:32:26,050 - mmseg - INFO - Iter [145550/160000] lr: 1.297e-07, eta: 4:21:35, time: 1.099, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1852, decode.loss_mask: 0.4219, decode.loss_dice: 0.6970, decode.d0.loss_cls: 1.8168, decode.d0.loss_mask: 0.4676, decode.d0.loss_dice: 0.8048, decode.d1.loss_cls: 0.2745, decode.d1.loss_mask: 0.4438, decode.d1.loss_dice: 0.7441, decode.d2.loss_cls: 0.2367, decode.d2.loss_mask: 0.4304, decode.d2.loss_dice: 0.7180, decode.d3.loss_cls: 0.2135, decode.d3.loss_mask: 0.4269, decode.d3.loss_dice: 0.7085, decode.d4.loss_cls: 0.2014, decode.d4.loss_mask: 0.4267, decode.d4.loss_dice: 0.7068, decode.d5.loss_cls: 0.1964, decode.d5.loss_mask: 0.4273, decode.d5.loss_dice: 0.7015, decode.d6.loss_cls: 0.1905, decode.d6.loss_mask: 0.4244, decode.d6.loss_dice: 0.7001, decode.d7.loss_cls: 0.1884, decode.d7.loss_mask: 0.4244, decode.d7.loss_dice: 0.6983, decode.d8.loss_cls: 0.1896, decode.d8.loss_mask: 0.4238, decode.d8.loss_dice: 0.6979, loss: 15.1870 2022-04-27 20:33:20,703 - mmseg - INFO - Iter [145600/160000] lr: 1.292e-07, eta: 4:20:41, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1802, decode.loss_mask: 0.4427, decode.loss_dice: 0.6820, decode.d0.loss_cls: 1.8117, decode.d0.loss_mask: 0.4895, decode.d0.loss_dice: 0.7877, decode.d1.loss_cls: 0.2500, decode.d1.loss_mask: 0.4609, decode.d1.loss_dice: 0.7287, decode.d2.loss_cls: 0.2056, decode.d2.loss_mask: 0.4529, decode.d2.loss_dice: 0.7048, decode.d3.loss_cls: 0.1870, decode.d3.loss_mask: 0.4469, decode.d3.loss_dice: 0.6923, decode.d4.loss_cls: 0.1825, decode.d4.loss_mask: 0.4455, decode.d4.loss_dice: 0.6901, decode.d5.loss_cls: 0.1757, decode.d5.loss_mask: 0.4450, decode.d5.loss_dice: 0.6910, decode.d6.loss_cls: 0.1758, decode.d6.loss_mask: 0.4443, decode.d6.loss_dice: 0.6843, decode.d7.loss_cls: 0.1746, decode.d7.loss_mask: 0.4443, decode.d7.loss_dice: 0.6879, decode.d8.loss_cls: 0.1708, decode.d8.loss_mask: 0.4432, decode.d8.loss_dice: 0.6855, loss: 15.0633 2022-04-27 20:34:15,963 - mmseg - INFO - Iter [145650/160000] lr: 1.288e-07, eta: 4:19:47, time: 1.106, data_time: 0.017, memory: 64049, decode.loss_cls: 0.1759, decode.loss_mask: 0.4230, decode.loss_dice: 0.6842, decode.d0.loss_cls: 1.8625, decode.d0.loss_mask: 0.4710, decode.d0.loss_dice: 0.7923, decode.d1.loss_cls: 0.2563, decode.d1.loss_mask: 0.4441, decode.d1.loss_dice: 0.7279, decode.d2.loss_cls: 0.2115, decode.d2.loss_mask: 0.4344, decode.d2.loss_dice: 0.7094, decode.d3.loss_cls: 0.1936, decode.d3.loss_mask: 0.4292, decode.d3.loss_dice: 0.6951, decode.d4.loss_cls: 0.1864, decode.d4.loss_mask: 0.4284, decode.d4.loss_dice: 0.6955, decode.d5.loss_cls: 0.1841, decode.d5.loss_mask: 0.4255, decode.d5.loss_dice: 0.6934, decode.d6.loss_cls: 0.1815, decode.d6.loss_mask: 0.4254, decode.d6.loss_dice: 0.6853, decode.d7.loss_cls: 0.1752, decode.d7.loss_mask: 0.4254, decode.d7.loss_dice: 0.6930, decode.d8.loss_cls: 0.1786, decode.d8.loss_mask: 0.4234, decode.d8.loss_dice: 0.6854, loss: 14.9969 2022-04-27 20:35:10,077 - mmseg - INFO - Iter [145700/160000] lr: 1.283e-07, eta: 4:18:52, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1469, decode.loss_mask: 0.4388, decode.loss_dice: 0.6612, decode.d0.loss_cls: 1.8087, decode.d0.loss_mask: 0.4827, decode.d0.loss_dice: 0.7579, decode.d1.loss_cls: 0.2371, decode.d1.loss_mask: 0.4554, decode.d1.loss_dice: 0.7002, decode.d2.loss_cls: 0.1911, decode.d2.loss_mask: 0.4458, decode.d2.loss_dice: 0.6807, decode.d3.loss_cls: 0.1774, decode.d3.loss_mask: 0.4408, decode.d3.loss_dice: 0.6658, decode.d4.loss_cls: 0.1640, decode.d4.loss_mask: 0.4389, decode.d4.loss_dice: 0.6632, decode.d5.loss_cls: 0.1594, decode.d5.loss_mask: 0.4378, decode.d5.loss_dice: 0.6612, decode.d6.loss_cls: 0.1555, decode.d6.loss_mask: 0.4383, decode.d6.loss_dice: 0.6618, decode.d7.loss_cls: 0.1528, decode.d7.loss_mask: 0.4390, decode.d7.loss_dice: 0.6607, decode.d8.loss_cls: 0.1482, decode.d8.loss_mask: 0.4383, decode.d8.loss_dice: 0.6603, loss: 14.5698 2022-04-27 20:36:05,481 - mmseg - INFO - Iter [145750/160000] lr: 1.279e-07, eta: 4:17:58, time: 1.108, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1568, decode.loss_mask: 0.4112, decode.loss_dice: 0.6432, decode.d0.loss_cls: 1.8310, decode.d0.loss_mask: 0.4551, decode.d0.loss_dice: 0.7461, decode.d1.loss_cls: 0.2304, decode.d1.loss_mask: 0.4293, decode.d1.loss_dice: 0.6878, decode.d2.loss_cls: 0.1893, decode.d2.loss_mask: 0.4211, decode.d2.loss_dice: 0.6716, decode.d3.loss_cls: 0.1752, decode.d3.loss_mask: 0.4177, decode.d3.loss_dice: 0.6547, decode.d4.loss_cls: 0.1642, decode.d4.loss_mask: 0.4161, decode.d4.loss_dice: 0.6535, decode.d5.loss_cls: 0.1545, decode.d5.loss_mask: 0.4159, decode.d5.loss_dice: 0.6574, decode.d6.loss_cls: 0.1575, decode.d6.loss_mask: 0.4144, decode.d6.loss_dice: 0.6468, decode.d7.loss_cls: 0.1570, decode.d7.loss_mask: 0.4130, decode.d7.loss_dice: 0.6495, decode.d8.loss_cls: 0.1581, decode.d8.loss_mask: 0.4127, decode.d8.loss_dice: 0.6458, loss: 14.2370 2022-04-27 20:37:00,486 - mmseg - INFO - Iter [145800/160000] lr: 1.274e-07, eta: 4:17:04, time: 1.100, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1819, decode.loss_mask: 0.4260, decode.loss_dice: 0.6685, decode.d0.loss_cls: 1.8359, decode.d0.loss_mask: 0.4660, decode.d0.loss_dice: 0.7623, decode.d1.loss_cls: 0.2658, decode.d1.loss_mask: 0.4402, decode.d1.loss_dice: 0.7131, decode.d2.loss_cls: 0.2184, decode.d2.loss_mask: 0.4358, decode.d2.loss_dice: 0.6916, decode.d3.loss_cls: 0.1998, decode.d3.loss_mask: 0.4337, decode.d3.loss_dice: 0.6801, decode.d4.loss_cls: 0.1964, decode.d4.loss_mask: 0.4297, decode.d4.loss_dice: 0.6756, decode.d5.loss_cls: 0.1875, decode.d5.loss_mask: 0.4289, decode.d5.loss_dice: 0.6739, decode.d6.loss_cls: 0.1847, decode.d6.loss_mask: 0.4280, decode.d6.loss_dice: 0.6729, decode.d7.loss_cls: 0.1832, decode.d7.loss_mask: 0.4267, decode.d7.loss_dice: 0.6684, decode.d8.loss_cls: 0.1785, decode.d8.loss_mask: 0.4259, decode.d8.loss_dice: 0.6690, loss: 14.8487 2022-04-27 20:37:55,676 - mmseg - INFO - Iter [145850/160000] lr: 1.270e-07, eta: 4:16:10, time: 1.104, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1657, decode.loss_mask: 0.4240, decode.loss_dice: 0.6706, decode.d0.loss_cls: 1.8398, decode.d0.loss_mask: 0.4681, decode.d0.loss_dice: 0.7707, decode.d1.loss_cls: 0.2430, decode.d1.loss_mask: 0.4410, decode.d1.loss_dice: 0.7107, decode.d2.loss_cls: 0.1952, decode.d2.loss_mask: 0.4349, decode.d2.loss_dice: 0.6950, decode.d3.loss_cls: 0.1850, decode.d3.loss_mask: 0.4313, decode.d3.loss_dice: 0.6784, decode.d4.loss_cls: 0.1770, decode.d4.loss_mask: 0.4305, decode.d4.loss_dice: 0.6807, decode.d5.loss_cls: 0.1730, decode.d5.loss_mask: 0.4278, decode.d5.loss_dice: 0.6804, decode.d6.loss_cls: 0.1647, decode.d6.loss_mask: 0.4287, decode.d6.loss_dice: 0.6757, decode.d7.loss_cls: 0.1682, decode.d7.loss_mask: 0.4260, decode.d7.loss_dice: 0.6738, decode.d8.loss_cls: 0.1652, decode.d8.loss_mask: 0.4248, decode.d8.loss_dice: 0.6716, loss: 14.7217 2022-04-27 20:38:49,999 - mmseg - INFO - Iter [145900/160000] lr: 1.265e-07, eta: 4:15:15, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1790, decode.loss_mask: 0.4378, decode.loss_dice: 0.6740, decode.d0.loss_cls: 1.8369, decode.d0.loss_mask: 0.4837, decode.d0.loss_dice: 0.7824, decode.d1.loss_cls: 0.2510, decode.d1.loss_mask: 0.4568, decode.d1.loss_dice: 0.7194, decode.d2.loss_cls: 0.2098, decode.d2.loss_mask: 0.4464, decode.d2.loss_dice: 0.6971, decode.d3.loss_cls: 0.1946, decode.d3.loss_mask: 0.4436, decode.d3.loss_dice: 0.6853, decode.d4.loss_cls: 0.1861, decode.d4.loss_mask: 0.4416, decode.d4.loss_dice: 0.6806, decode.d5.loss_cls: 0.1818, decode.d5.loss_mask: 0.4396, decode.d5.loss_dice: 0.6823, decode.d6.loss_cls: 0.1763, decode.d6.loss_mask: 0.4392, decode.d6.loss_dice: 0.6800, decode.d7.loss_cls: 0.1822, decode.d7.loss_mask: 0.4384, decode.d7.loss_dice: 0.6761, decode.d8.loss_cls: 0.1762, decode.d8.loss_mask: 0.4370, decode.d8.loss_dice: 0.6739, loss: 14.9894 2022-04-27 20:39:45,174 - mmseg - INFO - Iter [145950/160000] lr: 1.261e-07, eta: 4:14:21, time: 1.104, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1752, decode.loss_mask: 0.4223, decode.loss_dice: 0.6506, decode.d0.loss_cls: 1.8122, decode.d0.loss_mask: 0.4619, decode.d0.loss_dice: 0.7397, decode.d1.loss_cls: 0.2607, decode.d1.loss_mask: 0.4376, decode.d1.loss_dice: 0.6915, decode.d2.loss_cls: 0.2151, decode.d2.loss_mask: 0.4310, decode.d2.loss_dice: 0.6698, decode.d3.loss_cls: 0.1930, decode.d3.loss_mask: 0.4280, decode.d3.loss_dice: 0.6551, decode.d4.loss_cls: 0.1863, decode.d4.loss_mask: 0.4255, decode.d4.loss_dice: 0.6535, decode.d5.loss_cls: 0.1801, decode.d5.loss_mask: 0.4252, decode.d5.loss_dice: 0.6527, decode.d6.loss_cls: 0.1748, decode.d6.loss_mask: 0.4231, decode.d6.loss_dice: 0.6539, decode.d7.loss_cls: 0.1788, decode.d7.loss_mask: 0.4218, decode.d7.loss_dice: 0.6505, decode.d8.loss_cls: 0.1750, decode.d8.loss_mask: 0.4223, decode.d8.loss_dice: 0.6513, loss: 14.5183 2022-04-27 20:40:39,664 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 20:40:39,665 - mmseg - INFO - Iter [146000/160000] lr: 1.256e-07, eta: 4:13:27, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1850, decode.loss_mask: 0.4224, decode.loss_dice: 0.6866, decode.d0.loss_cls: 1.8424, decode.d0.loss_mask: 0.4673, decode.d0.loss_dice: 0.7922, decode.d1.loss_cls: 0.2611, decode.d1.loss_mask: 0.4408, decode.d1.loss_dice: 0.7327, decode.d2.loss_cls: 0.2222, decode.d2.loss_mask: 0.4316, decode.d2.loss_dice: 0.7041, decode.d3.loss_cls: 0.1991, decode.d3.loss_mask: 0.4276, decode.d3.loss_dice: 0.6936, decode.d4.loss_cls: 0.1945, decode.d4.loss_mask: 0.4270, decode.d4.loss_dice: 0.6892, decode.d5.loss_cls: 0.1871, decode.d5.loss_mask: 0.4254, decode.d5.loss_dice: 0.6905, decode.d6.loss_cls: 0.1867, decode.d6.loss_mask: 0.4240, decode.d6.loss_dice: 0.6899, decode.d7.loss_cls: 0.1837, decode.d7.loss_mask: 0.4224, decode.d7.loss_dice: 0.6844, decode.d8.loss_cls: 0.1823, decode.d8.loss_mask: 0.4231, decode.d8.loss_dice: 0.6852, loss: 15.0042 2022-04-27 20:41:34,325 - mmseg - INFO - Iter [146050/160000] lr: 1.252e-07, eta: 4:12:33, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1689, decode.loss_mask: 0.4212, decode.loss_dice: 0.6754, decode.d0.loss_cls: 1.8189, decode.d0.loss_mask: 0.4590, decode.d0.loss_dice: 0.7695, decode.d1.loss_cls: 0.2494, decode.d1.loss_mask: 0.4355, decode.d1.loss_dice: 0.7119, decode.d2.loss_cls: 0.2092, decode.d2.loss_mask: 0.4290, decode.d2.loss_dice: 0.6975, decode.d3.loss_cls: 0.1917, decode.d3.loss_mask: 0.4267, decode.d3.loss_dice: 0.6881, decode.d4.loss_cls: 0.1798, decode.d4.loss_mask: 0.4243, decode.d4.loss_dice: 0.6862, decode.d5.loss_cls: 0.1756, decode.d5.loss_mask: 0.4239, decode.d5.loss_dice: 0.6824, decode.d6.loss_cls: 0.1722, decode.d6.loss_mask: 0.4227, decode.d6.loss_dice: 0.6796, decode.d7.loss_cls: 0.1720, decode.d7.loss_mask: 0.4217, decode.d7.loss_dice: 0.6795, decode.d8.loss_cls: 0.1661, decode.d8.loss_mask: 0.4207, decode.d8.loss_dice: 0.6766, loss: 14.7352 2022-04-27 20:42:29,110 - mmseg - INFO - Iter [146100/160000] lr: 1.247e-07, eta: 4:11:38, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1635, decode.loss_mask: 0.4272, decode.loss_dice: 0.6703, decode.d0.loss_cls: 1.8215, decode.d0.loss_mask: 0.4706, decode.d0.loss_dice: 0.7741, decode.d1.loss_cls: 0.2490, decode.d1.loss_mask: 0.4413, decode.d1.loss_dice: 0.7098, decode.d2.loss_cls: 0.2079, decode.d2.loss_mask: 0.4328, decode.d2.loss_dice: 0.6912, decode.d3.loss_cls: 0.1876, decode.d3.loss_mask: 0.4300, decode.d3.loss_dice: 0.6767, decode.d4.loss_cls: 0.1715, decode.d4.loss_mask: 0.4313, decode.d4.loss_dice: 0.6775, decode.d5.loss_cls: 0.1777, decode.d5.loss_mask: 0.4290, decode.d5.loss_dice: 0.6751, decode.d6.loss_cls: 0.1705, decode.d6.loss_mask: 0.4292, decode.d6.loss_dice: 0.6707, decode.d7.loss_cls: 0.1649, decode.d7.loss_mask: 0.4289, decode.d7.loss_dice: 0.6683, decode.d8.loss_cls: 0.1614, decode.d8.loss_mask: 0.4268, decode.d8.loss_dice: 0.6694, loss: 14.7055 2022-04-27 20:43:23,347 - mmseg - INFO - Iter [146150/160000] lr: 1.243e-07, eta: 4:10:44, time: 1.085, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1562, decode.loss_mask: 0.4124, decode.loss_dice: 0.6758, decode.d0.loss_cls: 1.8189, decode.d0.loss_mask: 0.4531, decode.d0.loss_dice: 0.7814, decode.d1.loss_cls: 0.2409, decode.d1.loss_mask: 0.4261, decode.d1.loss_dice: 0.7185, decode.d2.loss_cls: 0.2021, decode.d2.loss_mask: 0.4198, decode.d2.loss_dice: 0.6987, decode.d3.loss_cls: 0.1790, decode.d3.loss_mask: 0.4176, decode.d3.loss_dice: 0.6835, decode.d4.loss_cls: 0.1697, decode.d4.loss_mask: 0.4157, decode.d4.loss_dice: 0.6828, decode.d5.loss_cls: 0.1621, decode.d5.loss_mask: 0.4147, decode.d5.loss_dice: 0.6836, decode.d6.loss_cls: 0.1596, decode.d6.loss_mask: 0.4144, decode.d6.loss_dice: 0.6787, decode.d7.loss_cls: 0.1593, decode.d7.loss_mask: 0.4132, decode.d7.loss_dice: 0.6770, decode.d8.loss_cls: 0.1575, decode.d8.loss_mask: 0.4125, decode.d8.loss_dice: 0.6754, loss: 14.5604 2022-04-27 20:44:17,806 - mmseg - INFO - Iter [146200/160000] lr: 1.238e-07, eta: 4:09:50, time: 1.089, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1690, decode.loss_mask: 0.4111, decode.loss_dice: 0.6646, decode.d0.loss_cls: 1.8416, decode.d0.loss_mask: 0.4529, decode.d0.loss_dice: 0.7709, decode.d1.loss_cls: 0.2472, decode.d1.loss_mask: 0.4277, decode.d1.loss_dice: 0.7045, decode.d2.loss_cls: 0.2107, decode.d2.loss_mask: 0.4224, decode.d2.loss_dice: 0.6873, decode.d3.loss_cls: 0.1849, decode.d3.loss_mask: 0.4170, decode.d3.loss_dice: 0.6734, decode.d4.loss_cls: 0.1828, decode.d4.loss_mask: 0.4148, decode.d4.loss_dice: 0.6722, decode.d5.loss_cls: 0.1824, decode.d5.loss_mask: 0.4130, decode.d5.loss_dice: 0.6680, decode.d6.loss_cls: 0.1748, decode.d6.loss_mask: 0.4122, decode.d6.loss_dice: 0.6655, decode.d7.loss_cls: 0.1695, decode.d7.loss_mask: 0.4125, decode.d7.loss_dice: 0.6663, decode.d8.loss_cls: 0.1661, decode.d8.loss_mask: 0.4122, decode.d8.loss_dice: 0.6691, loss: 14.5668 2022-04-27 20:45:12,477 - mmseg - INFO - Iter [146250/160000] lr: 1.234e-07, eta: 4:08:55, time: 1.093, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1644, decode.loss_mask: 0.4307, decode.loss_dice: 0.6781, decode.d0.loss_cls: 1.8295, decode.d0.loss_mask: 0.4758, decode.d0.loss_dice: 0.7777, decode.d1.loss_cls: 0.2541, decode.d1.loss_mask: 0.4448, decode.d1.loss_dice: 0.7210, decode.d2.loss_cls: 0.1994, decode.d2.loss_mask: 0.4391, decode.d2.loss_dice: 0.6999, decode.d3.loss_cls: 0.1781, decode.d3.loss_mask: 0.4348, decode.d3.loss_dice: 0.6872, decode.d4.loss_cls: 0.1748, decode.d4.loss_mask: 0.4347, decode.d4.loss_dice: 0.6865, decode.d5.loss_cls: 0.1728, decode.d5.loss_mask: 0.4336, decode.d5.loss_dice: 0.6857, decode.d6.loss_cls: 0.1756, decode.d6.loss_mask: 0.4316, decode.d6.loss_dice: 0.6786, decode.d7.loss_cls: 0.1688, decode.d7.loss_mask: 0.4318, decode.d7.loss_dice: 0.6783, decode.d8.loss_cls: 0.1683, decode.d8.loss_mask: 0.4298, decode.d8.loss_dice: 0.6826, loss: 14.8481 2022-04-27 20:46:06,969 - mmseg - INFO - Iter [146300/160000] lr: 1.229e-07, eta: 4:08:01, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1566, decode.loss_mask: 0.4286, decode.loss_dice: 0.6653, decode.d0.loss_cls: 1.7909, decode.d0.loss_mask: 0.4721, decode.d0.loss_dice: 0.7628, decode.d1.loss_cls: 0.2349, decode.d1.loss_mask: 0.4415, decode.d1.loss_dice: 0.7012, decode.d2.loss_cls: 0.1970, decode.d2.loss_mask: 0.4348, decode.d2.loss_dice: 0.6812, decode.d3.loss_cls: 0.1767, decode.d3.loss_mask: 0.4330, decode.d3.loss_dice: 0.6720, decode.d4.loss_cls: 0.1676, decode.d4.loss_mask: 0.4321, decode.d4.loss_dice: 0.6714, decode.d5.loss_cls: 0.1631, decode.d5.loss_mask: 0.4310, decode.d5.loss_dice: 0.6723, decode.d6.loss_cls: 0.1606, decode.d6.loss_mask: 0.4305, decode.d6.loss_dice: 0.6699, decode.d7.loss_cls: 0.1623, decode.d7.loss_mask: 0.4284, decode.d7.loss_dice: 0.6643, decode.d8.loss_cls: 0.1595, decode.d8.loss_mask: 0.4285, decode.d8.loss_dice: 0.6650, loss: 14.5550 2022-04-27 20:47:01,737 - mmseg - INFO - Iter [146350/160000] lr: 1.225e-07, eta: 4:07:07, time: 1.095, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1620, decode.loss_mask: 0.4110, decode.loss_dice: 0.6608, decode.d0.loss_cls: 1.8338, decode.d0.loss_mask: 0.4520, decode.d0.loss_dice: 0.7589, decode.d1.loss_cls: 0.2616, decode.d1.loss_mask: 0.4255, decode.d1.loss_dice: 0.6949, decode.d2.loss_cls: 0.2029, decode.d2.loss_mask: 0.4165, decode.d2.loss_dice: 0.6800, decode.d3.loss_cls: 0.1825, decode.d3.loss_mask: 0.4141, decode.d3.loss_dice: 0.6683, decode.d4.loss_cls: 0.1752, decode.d4.loss_mask: 0.4128, decode.d4.loss_dice: 0.6679, decode.d5.loss_cls: 0.1661, decode.d5.loss_mask: 0.4121, decode.d5.loss_dice: 0.6682, decode.d6.loss_cls: 0.1648, decode.d6.loss_mask: 0.4103, decode.d6.loss_dice: 0.6633, decode.d7.loss_cls: 0.1607, decode.d7.loss_mask: 0.4112, decode.d7.loss_dice: 0.6625, decode.d8.loss_cls: 0.1588, decode.d8.loss_mask: 0.4112, decode.d8.loss_dice: 0.6644, loss: 14.4341 2022-04-27 20:47:56,373 - mmseg - INFO - Iter [146400/160000] lr: 1.221e-07, eta: 4:06:13, time: 1.093, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1651, decode.loss_mask: 0.4342, decode.loss_dice: 0.6738, decode.d0.loss_cls: 1.7854, decode.d0.loss_mask: 0.4749, decode.d0.loss_dice: 0.7602, decode.d1.loss_cls: 0.2310, decode.d1.loss_mask: 0.4500, decode.d1.loss_dice: 0.7112, decode.d2.loss_cls: 0.1955, decode.d2.loss_mask: 0.4443, decode.d2.loss_dice: 0.6939, decode.d3.loss_cls: 0.1788, decode.d3.loss_mask: 0.4417, decode.d3.loss_dice: 0.6847, decode.d4.loss_cls: 0.1750, decode.d4.loss_mask: 0.4393, decode.d4.loss_dice: 0.6787, decode.d5.loss_cls: 0.1697, decode.d5.loss_mask: 0.4379, decode.d5.loss_dice: 0.6800, decode.d6.loss_cls: 0.1646, decode.d6.loss_mask: 0.4370, decode.d6.loss_dice: 0.6754, decode.d7.loss_cls: 0.1642, decode.d7.loss_mask: 0.4355, decode.d7.loss_dice: 0.6703, decode.d8.loss_cls: 0.1654, decode.d8.loss_mask: 0.4349, decode.d8.loss_dice: 0.6759, loss: 14.7286 2022-04-27 20:48:51,336 - mmseg - INFO - Iter [146450/160000] lr: 1.216e-07, eta: 4:05:18, time: 1.099, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1501, decode.loss_mask: 0.4283, decode.loss_dice: 0.6553, decode.d0.loss_cls: 1.7808, decode.d0.loss_mask: 0.4678, decode.d0.loss_dice: 0.7542, decode.d1.loss_cls: 0.2231, decode.d1.loss_mask: 0.4412, decode.d1.loss_dice: 0.6978, decode.d2.loss_cls: 0.1866, decode.d2.loss_mask: 0.4330, decode.d2.loss_dice: 0.6772, decode.d3.loss_cls: 0.1721, decode.d3.loss_mask: 0.4289, decode.d3.loss_dice: 0.6670, decode.d4.loss_cls: 0.1637, decode.d4.loss_mask: 0.4282, decode.d4.loss_dice: 0.6657, decode.d5.loss_cls: 0.1573, decode.d5.loss_mask: 0.4284, decode.d5.loss_dice: 0.6631, decode.d6.loss_cls: 0.1505, decode.d6.loss_mask: 0.4289, decode.d6.loss_dice: 0.6608, decode.d7.loss_cls: 0.1534, decode.d7.loss_mask: 0.4263, decode.d7.loss_dice: 0.6578, decode.d8.loss_cls: 0.1520, decode.d8.loss_mask: 0.4269, decode.d8.loss_dice: 0.6558, loss: 14.3823 2022-04-27 20:49:45,900 - mmseg - INFO - Iter [146500/160000] lr: 1.212e-07, eta: 4:04:24, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1627, decode.loss_mask: 0.4486, decode.loss_dice: 0.6928, decode.d0.loss_cls: 1.8243, decode.d0.loss_mask: 0.4984, decode.d0.loss_dice: 0.8052, decode.d1.loss_cls: 0.2487, decode.d1.loss_mask: 0.4699, decode.d1.loss_dice: 0.7439, decode.d2.loss_cls: 0.2087, decode.d2.loss_mask: 0.4576, decode.d2.loss_dice: 0.7163, decode.d3.loss_cls: 0.1881, decode.d3.loss_mask: 0.4524, decode.d3.loss_dice: 0.7034, decode.d4.loss_cls: 0.1750, decode.d4.loss_mask: 0.4508, decode.d4.loss_dice: 0.7018, decode.d5.loss_cls: 0.1682, decode.d5.loss_mask: 0.4491, decode.d5.loss_dice: 0.7025, decode.d6.loss_cls: 0.1687, decode.d6.loss_mask: 0.4488, decode.d6.loss_dice: 0.6966, decode.d7.loss_cls: 0.1617, decode.d7.loss_mask: 0.4495, decode.d7.loss_dice: 0.6987, decode.d8.loss_cls: 0.1631, decode.d8.loss_mask: 0.4480, decode.d8.loss_dice: 0.6956, loss: 15.1987 2022-04-27 20:50:43,961 - mmseg - INFO - Iter [146550/160000] lr: 1.207e-07, eta: 4:03:30, time: 1.161, data_time: 0.062, memory: 64049, decode.loss_cls: 0.1523, decode.loss_mask: 0.4456, decode.loss_dice: 0.6541, decode.d0.loss_cls: 1.7673, decode.d0.loss_mask: 0.4901, decode.d0.loss_dice: 0.7559, decode.d1.loss_cls: 0.2291, decode.d1.loss_mask: 0.4592, decode.d1.loss_dice: 0.6980, decode.d2.loss_cls: 0.1893, decode.d2.loss_mask: 0.4532, decode.d2.loss_dice: 0.6786, decode.d3.loss_cls: 0.1762, decode.d3.loss_mask: 0.4494, decode.d3.loss_dice: 0.6637, decode.d4.loss_cls: 0.1643, decode.d4.loss_mask: 0.4482, decode.d4.loss_dice: 0.6640, decode.d5.loss_cls: 0.1624, decode.d5.loss_mask: 0.4479, decode.d5.loss_dice: 0.6661, decode.d6.loss_cls: 0.1592, decode.d6.loss_mask: 0.4455, decode.d6.loss_dice: 0.6572, decode.d7.loss_cls: 0.1543, decode.d7.loss_mask: 0.4452, decode.d7.loss_dice: 0.6587, decode.d8.loss_cls: 0.1515, decode.d8.loss_mask: 0.4464, decode.d8.loss_dice: 0.6599, loss: 14.5930 2022-04-27 20:51:37,542 - mmseg - INFO - Iter [146600/160000] lr: 1.203e-07, eta: 4:02:36, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1829, decode.loss_mask: 0.4335, decode.loss_dice: 0.6725, decode.d0.loss_cls: 1.8174, decode.d0.loss_mask: 0.4779, decode.d0.loss_dice: 0.7741, decode.d1.loss_cls: 0.2589, decode.d1.loss_mask: 0.4501, decode.d1.loss_dice: 0.7108, decode.d2.loss_cls: 0.2281, decode.d2.loss_mask: 0.4410, decode.d2.loss_dice: 0.6894, decode.d3.loss_cls: 0.2004, decode.d3.loss_mask: 0.4389, decode.d3.loss_dice: 0.6808, decode.d4.loss_cls: 0.1914, decode.d4.loss_mask: 0.4365, decode.d4.loss_dice: 0.6792, decode.d5.loss_cls: 0.1873, decode.d5.loss_mask: 0.4363, decode.d5.loss_dice: 0.6787, decode.d6.loss_cls: 0.1866, decode.d6.loss_mask: 0.4354, decode.d6.loss_dice: 0.6756, decode.d7.loss_cls: 0.1824, decode.d7.loss_mask: 0.4351, decode.d7.loss_dice: 0.6727, decode.d8.loss_cls: 0.1853, decode.d8.loss_mask: 0.4330, decode.d8.loss_dice: 0.6737, loss: 14.9457 2022-04-27 20:52:31,916 - mmseg - INFO - Iter [146650/160000] lr: 1.198e-07, eta: 4:01:41, time: 1.087, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1743, decode.loss_mask: 0.4254, decode.loss_dice: 0.6585, decode.d0.loss_cls: 1.8071, decode.d0.loss_mask: 0.4712, decode.d0.loss_dice: 0.7683, decode.d1.loss_cls: 0.2639, decode.d1.loss_mask: 0.4415, decode.d1.loss_dice: 0.7058, decode.d2.loss_cls: 0.2153, decode.d2.loss_mask: 0.4346, decode.d2.loss_dice: 0.6846, decode.d3.loss_cls: 0.1951, decode.d3.loss_mask: 0.4307, decode.d3.loss_dice: 0.6739, decode.d4.loss_cls: 0.1848, decode.d4.loss_mask: 0.4287, decode.d4.loss_dice: 0.6727, decode.d5.loss_cls: 0.1752, decode.d5.loss_mask: 0.4273, decode.d5.loss_dice: 0.6701, decode.d6.loss_cls: 0.1723, decode.d6.loss_mask: 0.4272, decode.d6.loss_dice: 0.6657, decode.d7.loss_cls: 0.1705, decode.d7.loss_mask: 0.4272, decode.d7.loss_dice: 0.6665, decode.d8.loss_cls: 0.1707, decode.d8.loss_mask: 0.4263, decode.d8.loss_dice: 0.6652, loss: 14.7007 2022-04-27 20:53:25,973 - mmseg - INFO - Iter [146700/160000] lr: 1.194e-07, eta: 4:00:47, time: 1.081, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1600, decode.loss_mask: 0.4360, decode.loss_dice: 0.6866, decode.d0.loss_cls: 1.8246, decode.d0.loss_mask: 0.4824, decode.d0.loss_dice: 0.7904, decode.d1.loss_cls: 0.2442, decode.d1.loss_mask: 0.4527, decode.d1.loss_dice: 0.7300, decode.d2.loss_cls: 0.2011, decode.d2.loss_mask: 0.4467, decode.d2.loss_dice: 0.7078, decode.d3.loss_cls: 0.1793, decode.d3.loss_mask: 0.4415, decode.d3.loss_dice: 0.6939, decode.d4.loss_cls: 0.1714, decode.d4.loss_mask: 0.4401, decode.d4.loss_dice: 0.6906, decode.d5.loss_cls: 0.1682, decode.d5.loss_mask: 0.4394, decode.d5.loss_dice: 0.6931, decode.d6.loss_cls: 0.1632, decode.d6.loss_mask: 0.4377, decode.d6.loss_dice: 0.6877, decode.d7.loss_cls: 0.1640, decode.d7.loss_mask: 0.4364, decode.d7.loss_dice: 0.6878, decode.d8.loss_cls: 0.1621, decode.d8.loss_mask: 0.4359, decode.d8.loss_dice: 0.6882, loss: 14.9432 2022-04-27 20:54:20,607 - mmseg - INFO - Iter [146750/160000] lr: 1.189e-07, eta: 3:59:53, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1588, decode.loss_mask: 0.4136, decode.loss_dice: 0.6662, decode.d0.loss_cls: 1.7876, decode.d0.loss_mask: 0.4554, decode.d0.loss_dice: 0.7670, decode.d1.loss_cls: 0.2362, decode.d1.loss_mask: 0.4296, decode.d1.loss_dice: 0.6995, decode.d2.loss_cls: 0.1933, decode.d2.loss_mask: 0.4225, decode.d2.loss_dice: 0.6858, decode.d3.loss_cls: 0.1846, decode.d3.loss_mask: 0.4167, decode.d3.loss_dice: 0.6681, decode.d4.loss_cls: 0.1748, decode.d4.loss_mask: 0.4156, decode.d4.loss_dice: 0.6699, decode.d5.loss_cls: 0.1640, decode.d5.loss_mask: 0.4162, decode.d5.loss_dice: 0.6720, decode.d6.loss_cls: 0.1600, decode.d6.loss_mask: 0.4150, decode.d6.loss_dice: 0.6661, decode.d7.loss_cls: 0.1568, decode.d7.loss_mask: 0.4154, decode.d7.loss_dice: 0.6682, decode.d8.loss_cls: 0.1599, decode.d8.loss_mask: 0.4142, decode.d8.loss_dice: 0.6675, loss: 14.4204 2022-04-27 20:55:15,371 - mmseg - INFO - Iter [146800/160000] lr: 1.185e-07, eta: 3:58:59, time: 1.095, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1612, decode.loss_mask: 0.4164, decode.loss_dice: 0.6612, decode.d0.loss_cls: 1.7767, decode.d0.loss_mask: 0.4574, decode.d0.loss_dice: 0.7657, decode.d1.loss_cls: 0.2373, decode.d1.loss_mask: 0.4337, decode.d1.loss_dice: 0.7027, decode.d2.loss_cls: 0.2003, decode.d2.loss_mask: 0.4279, decode.d2.loss_dice: 0.6862, decode.d3.loss_cls: 0.1733, decode.d3.loss_mask: 0.4218, decode.d3.loss_dice: 0.6699, decode.d4.loss_cls: 0.1669, decode.d4.loss_mask: 0.4207, decode.d4.loss_dice: 0.6707, decode.d5.loss_cls: 0.1660, decode.d5.loss_mask: 0.4197, decode.d5.loss_dice: 0.6707, decode.d6.loss_cls: 0.1601, decode.d6.loss_mask: 0.4181, decode.d6.loss_dice: 0.6665, decode.d7.loss_cls: 0.1602, decode.d7.loss_mask: 0.4170, decode.d7.loss_dice: 0.6675, decode.d8.loss_cls: 0.1524, decode.d8.loss_mask: 0.4190, decode.d8.loss_dice: 0.6651, loss: 14.4322 2022-04-27 20:56:09,522 - mmseg - INFO - Iter [146850/160000] lr: 1.180e-07, eta: 3:58:04, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1654, decode.loss_mask: 0.4192, decode.loss_dice: 0.6497, decode.d0.loss_cls: 1.8062, decode.d0.loss_mask: 0.4642, decode.d0.loss_dice: 0.7459, decode.d1.loss_cls: 0.2454, decode.d1.loss_mask: 0.4360, decode.d1.loss_dice: 0.6897, decode.d2.loss_cls: 0.2095, decode.d2.loss_mask: 0.4277, decode.d2.loss_dice: 0.6703, decode.d3.loss_cls: 0.1839, decode.d3.loss_mask: 0.4239, decode.d3.loss_dice: 0.6571, decode.d4.loss_cls: 0.1757, decode.d4.loss_mask: 0.4220, decode.d4.loss_dice: 0.6600, decode.d5.loss_cls: 0.1671, decode.d5.loss_mask: 0.4210, decode.d5.loss_dice: 0.6576, decode.d6.loss_cls: 0.1667, decode.d6.loss_mask: 0.4191, decode.d6.loss_dice: 0.6557, decode.d7.loss_cls: 0.1666, decode.d7.loss_mask: 0.4193, decode.d7.loss_dice: 0.6554, decode.d8.loss_cls: 0.1692, decode.d8.loss_mask: 0.4198, decode.d8.loss_dice: 0.6541, loss: 14.4232 2022-04-27 20:57:03,271 - mmseg - INFO - Iter [146900/160000] lr: 1.176e-07, eta: 3:57:10, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1711, decode.loss_mask: 0.4132, decode.loss_dice: 0.6559, decode.d0.loss_cls: 1.8134, decode.d0.loss_mask: 0.4563, decode.d0.loss_dice: 0.7521, decode.d1.loss_cls: 0.2415, decode.d1.loss_mask: 0.4297, decode.d1.loss_dice: 0.6950, decode.d2.loss_cls: 0.2137, decode.d2.loss_mask: 0.4235, decode.d2.loss_dice: 0.6751, decode.d3.loss_cls: 0.1954, decode.d3.loss_mask: 0.4180, decode.d3.loss_dice: 0.6641, decode.d4.loss_cls: 0.1907, decode.d4.loss_mask: 0.4176, decode.d4.loss_dice: 0.6605, decode.d5.loss_cls: 0.1825, decode.d5.loss_mask: 0.4158, decode.d5.loss_dice: 0.6600, decode.d6.loss_cls: 0.1803, decode.d6.loss_mask: 0.4140, decode.d6.loss_dice: 0.6589, decode.d7.loss_cls: 0.1787, decode.d7.loss_mask: 0.4134, decode.d7.loss_dice: 0.6550, decode.d8.loss_cls: 0.1721, decode.d8.loss_mask: 0.4135, decode.d8.loss_dice: 0.6534, loss: 14.4843 2022-04-27 20:57:57,963 - mmseg - INFO - Iter [146950/160000] lr: 1.171e-07, eta: 3:56:16, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1651, decode.loss_mask: 0.4373, decode.loss_dice: 0.6745, decode.d0.loss_cls: 1.8371, decode.d0.loss_mask: 0.4760, decode.d0.loss_dice: 0.7698, decode.d1.loss_cls: 0.2450, decode.d1.loss_mask: 0.4474, decode.d1.loss_dice: 0.7119, decode.d2.loss_cls: 0.1992, decode.d2.loss_mask: 0.4449, decode.d2.loss_dice: 0.6920, decode.d3.loss_cls: 0.1852, decode.d3.loss_mask: 0.4423, decode.d3.loss_dice: 0.6804, decode.d4.loss_cls: 0.1739, decode.d4.loss_mask: 0.4420, decode.d4.loss_dice: 0.6791, decode.d5.loss_cls: 0.1767, decode.d5.loss_mask: 0.4383, decode.d5.loss_dice: 0.6745, decode.d6.loss_cls: 0.1648, decode.d6.loss_mask: 0.4394, decode.d6.loss_dice: 0.6720, decode.d7.loss_cls: 0.1659, decode.d7.loss_mask: 0.4374, decode.d7.loss_dice: 0.6741, decode.d8.loss_cls: 0.1670, decode.d8.loss_mask: 0.4368, decode.d8.loss_dice: 0.6735, loss: 14.8235 2022-04-27 20:58:52,402 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 20:58:52,404 - mmseg - INFO - Iter [147000/160000] lr: 1.167e-07, eta: 3:55:21, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1588, decode.loss_mask: 0.4074, decode.loss_dice: 0.6480, decode.d0.loss_cls: 1.8159, decode.d0.loss_mask: 0.4488, decode.d0.loss_dice: 0.7451, decode.d1.loss_cls: 0.2420, decode.d1.loss_mask: 0.4219, decode.d1.loss_dice: 0.6877, decode.d2.loss_cls: 0.2023, decode.d2.loss_mask: 0.4151, decode.d2.loss_dice: 0.6678, decode.d3.loss_cls: 0.1843, decode.d3.loss_mask: 0.4130, decode.d3.loss_dice: 0.6575, decode.d4.loss_cls: 0.1710, decode.d4.loss_mask: 0.4110, decode.d4.loss_dice: 0.6566, decode.d5.loss_cls: 0.1666, decode.d5.loss_mask: 0.4079, decode.d5.loss_dice: 0.6534, decode.d6.loss_cls: 0.1639, decode.d6.loss_mask: 0.4088, decode.d6.loss_dice: 0.6537, decode.d7.loss_cls: 0.1646, decode.d7.loss_mask: 0.4075, decode.d7.loss_dice: 0.6527, decode.d8.loss_cls: 0.1582, decode.d8.loss_mask: 0.4064, decode.d8.loss_dice: 0.6495, loss: 14.2472 2022-04-27 20:59:46,398 - mmseg - INFO - Iter [147050/160000] lr: 1.162e-07, eta: 3:54:27, time: 1.080, data_time: 0.013, memory: 64049, decode.loss_cls: 0.1637, decode.loss_mask: 0.4362, decode.loss_dice: 0.6700, decode.d0.loss_cls: 1.8323, decode.d0.loss_mask: 0.4759, decode.d0.loss_dice: 0.7691, decode.d1.loss_cls: 0.2373, decode.d1.loss_mask: 0.4511, decode.d1.loss_dice: 0.7127, decode.d2.loss_cls: 0.2040, decode.d2.loss_mask: 0.4444, decode.d2.loss_dice: 0.6903, decode.d3.loss_cls: 0.1811, decode.d3.loss_mask: 0.4403, decode.d3.loss_dice: 0.6745, decode.d4.loss_cls: 0.1759, decode.d4.loss_mask: 0.4400, decode.d4.loss_dice: 0.6769, decode.d5.loss_cls: 0.1678, decode.d5.loss_mask: 0.4393, decode.d5.loss_dice: 0.6762, decode.d6.loss_cls: 0.1732, decode.d6.loss_mask: 0.4382, decode.d6.loss_dice: 0.6700, decode.d7.loss_cls: 0.1607, decode.d7.loss_mask: 0.4382, decode.d7.loss_dice: 0.6751, decode.d8.loss_cls: 0.1651, decode.d8.loss_mask: 0.4357, decode.d8.loss_dice: 0.6691, loss: 14.7845 2022-04-27 21:00:41,074 - mmseg - INFO - Iter [147100/160000] lr: 1.158e-07, eta: 3:53:33, time: 1.093, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1856, decode.loss_mask: 0.4121, decode.loss_dice: 0.6714, decode.d0.loss_cls: 1.7940, decode.d0.loss_mask: 0.4538, decode.d0.loss_dice: 0.7688, decode.d1.loss_cls: 0.2672, decode.d1.loss_mask: 0.4280, decode.d1.loss_dice: 0.7108, decode.d2.loss_cls: 0.2234, decode.d2.loss_mask: 0.4220, decode.d2.loss_dice: 0.6920, decode.d3.loss_cls: 0.2071, decode.d3.loss_mask: 0.4169, decode.d3.loss_dice: 0.6760, decode.d4.loss_cls: 0.1961, decode.d4.loss_mask: 0.4160, decode.d4.loss_dice: 0.6763, decode.d5.loss_cls: 0.1884, decode.d5.loss_mask: 0.4154, decode.d5.loss_dice: 0.6761, decode.d6.loss_cls: 0.1895, decode.d6.loss_mask: 0.4146, decode.d6.loss_dice: 0.6767, decode.d7.loss_cls: 0.1855, decode.d7.loss_mask: 0.4135, decode.d7.loss_dice: 0.6731, decode.d8.loss_cls: 0.1885, decode.d8.loss_mask: 0.4133, decode.d8.loss_dice: 0.6723, loss: 14.7243 2022-04-27 21:01:35,964 - mmseg - INFO - Iter [147150/160000] lr: 1.153e-07, eta: 3:52:38, time: 1.098, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1636, decode.loss_mask: 0.4185, decode.loss_dice: 0.6637, decode.d0.loss_cls: 1.8321, decode.d0.loss_mask: 0.4555, decode.d0.loss_dice: 0.7522, decode.d1.loss_cls: 0.2441, decode.d1.loss_mask: 0.4352, decode.d1.loss_dice: 0.7000, decode.d2.loss_cls: 0.2116, decode.d2.loss_mask: 0.4281, decode.d2.loss_dice: 0.6810, decode.d3.loss_cls: 0.1900, decode.d3.loss_mask: 0.4223, decode.d3.loss_dice: 0.6706, decode.d4.loss_cls: 0.1820, decode.d4.loss_mask: 0.4232, decode.d4.loss_dice: 0.6704, decode.d5.loss_cls: 0.1705, decode.d5.loss_mask: 0.4232, decode.d5.loss_dice: 0.6695, decode.d6.loss_cls: 0.1687, decode.d6.loss_mask: 0.4218, decode.d6.loss_dice: 0.6657, decode.d7.loss_cls: 0.1592, decode.d7.loss_mask: 0.4209, decode.d7.loss_dice: 0.6647, decode.d8.loss_cls: 0.1613, decode.d8.loss_mask: 0.4193, decode.d8.loss_dice: 0.6662, loss: 14.5552 2022-04-27 21:02:30,131 - mmseg - INFO - Iter [147200/160000] lr: 1.149e-07, eta: 3:51:44, time: 1.083, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1999, decode.loss_mask: 0.4236, decode.loss_dice: 0.6824, decode.d0.loss_cls: 1.8161, decode.d0.loss_mask: 0.4659, decode.d0.loss_dice: 0.7827, decode.d1.loss_cls: 0.2954, decode.d1.loss_mask: 0.4412, decode.d1.loss_dice: 0.7210, decode.d2.loss_cls: 0.2466, decode.d2.loss_mask: 0.4336, decode.d2.loss_dice: 0.7019, decode.d3.loss_cls: 0.2130, decode.d3.loss_mask: 0.4316, decode.d3.loss_dice: 0.6928, decode.d4.loss_cls: 0.2048, decode.d4.loss_mask: 0.4295, decode.d4.loss_dice: 0.6911, decode.d5.loss_cls: 0.2005, decode.d5.loss_mask: 0.4264, decode.d5.loss_dice: 0.6900, decode.d6.loss_cls: 0.1960, decode.d6.loss_mask: 0.4257, decode.d6.loss_dice: 0.6872, decode.d7.loss_cls: 0.1968, decode.d7.loss_mask: 0.4262, decode.d7.loss_dice: 0.6849, decode.d8.loss_cls: 0.1950, decode.d8.loss_mask: 0.4253, decode.d8.loss_dice: 0.6838, loss: 15.1107 2022-04-27 21:03:25,363 - mmseg - INFO - Iter [147250/160000] lr: 1.144e-07, eta: 3:50:50, time: 1.105, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1662, decode.loss_mask: 0.4200, decode.loss_dice: 0.6733, decode.d0.loss_cls: 1.7984, decode.d0.loss_mask: 0.4625, decode.d0.loss_dice: 0.7774, decode.d1.loss_cls: 0.2600, decode.d1.loss_mask: 0.4322, decode.d1.loss_dice: 0.7145, decode.d2.loss_cls: 0.2091, decode.d2.loss_mask: 0.4270, decode.d2.loss_dice: 0.6953, decode.d3.loss_cls: 0.1832, decode.d3.loss_mask: 0.4232, decode.d3.loss_dice: 0.6789, decode.d4.loss_cls: 0.1764, decode.d4.loss_mask: 0.4220, decode.d4.loss_dice: 0.6820, decode.d5.loss_cls: 0.1673, decode.d5.loss_mask: 0.4204, decode.d5.loss_dice: 0.6780, decode.d6.loss_cls: 0.1754, decode.d6.loss_mask: 0.4195, decode.d6.loss_dice: 0.6781, decode.d7.loss_cls: 0.1749, decode.d7.loss_mask: 0.4185, decode.d7.loss_dice: 0.6751, decode.d8.loss_cls: 0.1648, decode.d8.loss_mask: 0.4202, decode.d8.loss_dice: 0.6782, loss: 14.6719 2022-04-27 21:04:21,033 - mmseg - INFO - Iter [147300/160000] lr: 1.140e-07, eta: 3:49:56, time: 1.113, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1777, decode.loss_mask: 0.4332, decode.loss_dice: 0.6885, decode.d0.loss_cls: 1.8529, decode.d0.loss_mask: 0.4801, decode.d0.loss_dice: 0.7860, decode.d1.loss_cls: 0.2603, decode.d1.loss_mask: 0.4488, decode.d1.loss_dice: 0.7286, decode.d2.loss_cls: 0.2179, decode.d2.loss_mask: 0.4412, decode.d2.loss_dice: 0.7058, decode.d3.loss_cls: 0.1998, decode.d3.loss_mask: 0.4377, decode.d3.loss_dice: 0.6979, decode.d4.loss_cls: 0.1938, decode.d4.loss_mask: 0.4354, decode.d4.loss_dice: 0.6941, decode.d5.loss_cls: 0.1876, decode.d5.loss_mask: 0.4349, decode.d5.loss_dice: 0.6943, decode.d6.loss_cls: 0.1794, decode.d6.loss_mask: 0.4362, decode.d6.loss_dice: 0.6937, decode.d7.loss_cls: 0.1755, decode.d7.loss_mask: 0.4341, decode.d7.loss_dice: 0.6922, decode.d8.loss_cls: 0.1757, decode.d8.loss_mask: 0.4337, decode.d8.loss_dice: 0.6888, loss: 15.1057 2022-04-27 21:05:15,620 - mmseg - INFO - Iter [147350/160000] lr: 1.135e-07, eta: 3:49:01, time: 1.092, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1665, decode.loss_mask: 0.4253, decode.loss_dice: 0.6717, decode.d0.loss_cls: 1.7906, decode.d0.loss_mask: 0.4664, decode.d0.loss_dice: 0.7714, decode.d1.loss_cls: 0.2528, decode.d1.loss_mask: 0.4424, decode.d1.loss_dice: 0.7093, decode.d2.loss_cls: 0.2021, decode.d2.loss_mask: 0.4344, decode.d2.loss_dice: 0.6940, decode.d3.loss_cls: 0.1875, decode.d3.loss_mask: 0.4289, decode.d3.loss_dice: 0.6759, decode.d4.loss_cls: 0.1800, decode.d4.loss_mask: 0.4288, decode.d4.loss_dice: 0.6782, decode.d5.loss_cls: 0.1789, decode.d5.loss_mask: 0.4277, decode.d5.loss_dice: 0.6766, decode.d6.loss_cls: 0.1714, decode.d6.loss_mask: 0.4275, decode.d6.loss_dice: 0.6741, decode.d7.loss_cls: 0.1713, decode.d7.loss_mask: 0.4260, decode.d7.loss_dice: 0.6720, decode.d8.loss_cls: 0.1640, decode.d8.loss_mask: 0.4267, decode.d8.loss_dice: 0.6749, loss: 14.6974 2022-04-27 21:06:10,652 - mmseg - INFO - Iter [147400/160000] lr: 1.131e-07, eta: 3:48:07, time: 1.100, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1581, decode.loss_mask: 0.4062, decode.loss_dice: 0.6567, decode.d0.loss_cls: 1.8326, decode.d0.loss_mask: 0.4558, decode.d0.loss_dice: 0.7577, decode.d1.loss_cls: 0.2430, decode.d1.loss_mask: 0.4246, decode.d1.loss_dice: 0.6916, decode.d2.loss_cls: 0.1978, decode.d2.loss_mask: 0.4166, decode.d2.loss_dice: 0.6751, decode.d3.loss_cls: 0.1816, decode.d3.loss_mask: 0.4133, decode.d3.loss_dice: 0.6673, decode.d4.loss_cls: 0.1720, decode.d4.loss_mask: 0.4124, decode.d4.loss_dice: 0.6633, decode.d5.loss_cls: 0.1679, decode.d5.loss_mask: 0.4108, decode.d5.loss_dice: 0.6633, decode.d6.loss_cls: 0.1701, decode.d6.loss_mask: 0.4096, decode.d6.loss_dice: 0.6587, decode.d7.loss_cls: 0.1636, decode.d7.loss_mask: 0.4079, decode.d7.loss_dice: 0.6576, decode.d8.loss_cls: 0.1610, decode.d8.loss_mask: 0.4077, decode.d8.loss_dice: 0.6569, loss: 14.3609 2022-04-27 21:07:05,410 - mmseg - INFO - Iter [147450/160000] lr: 1.126e-07, eta: 3:47:13, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1748, decode.loss_mask: 0.4100, decode.loss_dice: 0.6766, decode.d0.loss_cls: 1.9081, decode.d0.loss_mask: 0.4503, decode.d0.loss_dice: 0.7857, decode.d1.loss_cls: 0.2773, decode.d1.loss_mask: 0.4260, decode.d1.loss_dice: 0.7150, decode.d2.loss_cls: 0.2162, decode.d2.loss_mask: 0.4184, decode.d2.loss_dice: 0.7010, decode.d3.loss_cls: 0.1954, decode.d3.loss_mask: 0.4134, decode.d3.loss_dice: 0.6853, decode.d4.loss_cls: 0.1907, decode.d4.loss_mask: 0.4120, decode.d4.loss_dice: 0.6825, decode.d5.loss_cls: 0.1908, decode.d5.loss_mask: 0.4114, decode.d5.loss_dice: 0.6810, decode.d6.loss_cls: 0.1794, decode.d6.loss_mask: 0.4109, decode.d6.loss_dice: 0.6772, decode.d7.loss_cls: 0.1744, decode.d7.loss_mask: 0.4101, decode.d7.loss_dice: 0.6816, decode.d8.loss_cls: 0.1758, decode.d8.loss_mask: 0.4099, decode.d8.loss_dice: 0.6817, loss: 14.8228 2022-04-27 21:07:59,933 - mmseg - INFO - Iter [147500/160000] lr: 1.122e-07, eta: 3:46:18, time: 1.090, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1521, decode.loss_mask: 0.4364, decode.loss_dice: 0.6723, decode.d0.loss_cls: 1.7788, decode.d0.loss_mask: 0.4793, decode.d0.loss_dice: 0.7662, decode.d1.loss_cls: 0.2285, decode.d1.loss_mask: 0.4532, decode.d1.loss_dice: 0.7082, decode.d2.loss_cls: 0.1932, decode.d2.loss_mask: 0.4450, decode.d2.loss_dice: 0.6935, decode.d3.loss_cls: 0.1713, decode.d3.loss_mask: 0.4426, decode.d3.loss_dice: 0.6751, decode.d4.loss_cls: 0.1645, decode.d4.loss_mask: 0.4426, decode.d4.loss_dice: 0.6757, decode.d5.loss_cls: 0.1624, decode.d5.loss_mask: 0.4399, decode.d5.loss_dice: 0.6762, decode.d6.loss_cls: 0.1607, decode.d6.loss_mask: 0.4391, decode.d6.loss_dice: 0.6704, decode.d7.loss_cls: 0.1566, decode.d7.loss_mask: 0.4368, decode.d7.loss_dice: 0.6733, decode.d8.loss_cls: 0.1598, decode.d8.loss_mask: 0.4366, decode.d8.loss_dice: 0.6700, loss: 14.6600 2022-04-27 21:08:54,575 - mmseg - INFO - Iter [147550/160000] lr: 1.117e-07, eta: 3:45:24, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1677, decode.loss_mask: 0.4123, decode.loss_dice: 0.6633, decode.d0.loss_cls: 1.7843, decode.d0.loss_mask: 0.4547, decode.d0.loss_dice: 0.7636, decode.d1.loss_cls: 0.2485, decode.d1.loss_mask: 0.4316, decode.d1.loss_dice: 0.7037, decode.d2.loss_cls: 0.2015, decode.d2.loss_mask: 0.4219, decode.d2.loss_dice: 0.6830, decode.d3.loss_cls: 0.1847, decode.d3.loss_mask: 0.4185, decode.d3.loss_dice: 0.6707, decode.d4.loss_cls: 0.1791, decode.d4.loss_mask: 0.4173, decode.d4.loss_dice: 0.6711, decode.d5.loss_cls: 0.1705, decode.d5.loss_mask: 0.4170, decode.d5.loss_dice: 0.6684, decode.d6.loss_cls: 0.1682, decode.d6.loss_mask: 0.4148, decode.d6.loss_dice: 0.6614, decode.d7.loss_cls: 0.1648, decode.d7.loss_mask: 0.4132, decode.d7.loss_dice: 0.6641, decode.d8.loss_cls: 0.1692, decode.d8.loss_mask: 0.4122, decode.d8.loss_dice: 0.6627, loss: 14.4639 2022-04-27 21:09:49,298 - mmseg - INFO - Iter [147600/160000] lr: 1.113e-07, eta: 3:44:30, time: 1.094, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1656, decode.loss_mask: 0.4358, decode.loss_dice: 0.6519, decode.d0.loss_cls: 1.8007, decode.d0.loss_mask: 0.4849, decode.d0.loss_dice: 0.7542, decode.d1.loss_cls: 0.2482, decode.d1.loss_mask: 0.4537, decode.d1.loss_dice: 0.6900, decode.d2.loss_cls: 0.2074, decode.d2.loss_mask: 0.4441, decode.d2.loss_dice: 0.6702, decode.d3.loss_cls: 0.1875, decode.d3.loss_mask: 0.4405, decode.d3.loss_dice: 0.6596, decode.d4.loss_cls: 0.1769, decode.d4.loss_mask: 0.4392, decode.d4.loss_dice: 0.6591, decode.d5.loss_cls: 0.1738, decode.d5.loss_mask: 0.4370, decode.d5.loss_dice: 0.6568, decode.d6.loss_cls: 0.1635, decode.d6.loss_mask: 0.4370, decode.d6.loss_dice: 0.6537, decode.d7.loss_cls: 0.1616, decode.d7.loss_mask: 0.4369, decode.d7.loss_dice: 0.6529, decode.d8.loss_cls: 0.1676, decode.d8.loss_mask: 0.4366, decode.d8.loss_dice: 0.6513, loss: 14.5983 2022-04-27 21:10:43,645 - mmseg - INFO - Iter [147650/160000] lr: 1.108e-07, eta: 3:43:36, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1477, decode.loss_mask: 0.4412, decode.loss_dice: 0.6643, decode.d0.loss_cls: 1.7950, decode.d0.loss_mask: 0.4870, decode.d0.loss_dice: 0.7547, decode.d1.loss_cls: 0.2312, decode.d1.loss_mask: 0.4582, decode.d1.loss_dice: 0.7003, decode.d2.loss_cls: 0.1861, decode.d2.loss_mask: 0.4502, decode.d2.loss_dice: 0.6795, decode.d3.loss_cls: 0.1700, decode.d3.loss_mask: 0.4469, decode.d3.loss_dice: 0.6708, decode.d4.loss_cls: 0.1652, decode.d4.loss_mask: 0.4455, decode.d4.loss_dice: 0.6672, decode.d5.loss_cls: 0.1600, decode.d5.loss_mask: 0.4434, decode.d5.loss_dice: 0.6697, decode.d6.loss_cls: 0.1658, decode.d6.loss_mask: 0.4419, decode.d6.loss_dice: 0.6602, decode.d7.loss_cls: 0.1540, decode.d7.loss_mask: 0.4406, decode.d7.loss_dice: 0.6657, decode.d8.loss_cls: 0.1580, decode.d8.loss_mask: 0.4411, decode.d8.loss_dice: 0.6614, loss: 14.6227 2022-04-27 21:11:37,406 - mmseg - INFO - Iter [147700/160000] lr: 1.104e-07, eta: 3:42:41, time: 1.075, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1703, decode.loss_mask: 0.4189, decode.loss_dice: 0.6477, decode.d0.loss_cls: 1.8064, decode.d0.loss_mask: 0.4638, decode.d0.loss_dice: 0.7452, decode.d1.loss_cls: 0.2409, decode.d1.loss_mask: 0.4369, decode.d1.loss_dice: 0.6850, decode.d2.loss_cls: 0.2004, decode.d2.loss_mask: 0.4282, decode.d2.loss_dice: 0.6696, decode.d3.loss_cls: 0.1916, decode.d3.loss_mask: 0.4248, decode.d3.loss_dice: 0.6573, decode.d4.loss_cls: 0.1862, decode.d4.loss_mask: 0.4222, decode.d4.loss_dice: 0.6532, decode.d5.loss_cls: 0.1832, decode.d5.loss_mask: 0.4205, decode.d5.loss_dice: 0.6509, decode.d6.loss_cls: 0.1767, decode.d6.loss_mask: 0.4206, decode.d6.loss_dice: 0.6511, decode.d7.loss_cls: 0.1791, decode.d7.loss_mask: 0.4206, decode.d7.loss_dice: 0.6525, decode.d8.loss_cls: 0.1743, decode.d8.loss_mask: 0.4203, decode.d8.loss_dice: 0.6502, loss: 14.4487 2022-04-27 21:12:32,261 - mmseg - INFO - Iter [147750/160000] lr: 1.099e-07, eta: 3:41:47, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1613, decode.loss_mask: 0.4197, decode.loss_dice: 0.6674, decode.d0.loss_cls: 1.8073, decode.d0.loss_mask: 0.4692, decode.d0.loss_dice: 0.7750, decode.d1.loss_cls: 0.2461, decode.d1.loss_mask: 0.4370, decode.d1.loss_dice: 0.7124, decode.d2.loss_cls: 0.2004, decode.d2.loss_mask: 0.4299, decode.d2.loss_dice: 0.6901, decode.d3.loss_cls: 0.1816, decode.d3.loss_mask: 0.4253, decode.d3.loss_dice: 0.6763, decode.d4.loss_cls: 0.1719, decode.d4.loss_mask: 0.4249, decode.d4.loss_dice: 0.6774, decode.d5.loss_cls: 0.1769, decode.d5.loss_mask: 0.4233, decode.d5.loss_dice: 0.6757, decode.d6.loss_cls: 0.1671, decode.d6.loss_mask: 0.4223, decode.d6.loss_dice: 0.6681, decode.d7.loss_cls: 0.1645, decode.d7.loss_mask: 0.4207, decode.d7.loss_dice: 0.6698, decode.d8.loss_cls: 0.1593, decode.d8.loss_mask: 0.4204, decode.d8.loss_dice: 0.6687, loss: 14.6099 2022-04-27 21:13:29,758 - mmseg - INFO - Iter [147800/160000] lr: 1.095e-07, eta: 3:40:53, time: 1.150, data_time: 0.064, memory: 64049, decode.loss_cls: 0.1554, decode.loss_mask: 0.4408, decode.loss_dice: 0.6790, decode.d0.loss_cls: 1.8231, decode.d0.loss_mask: 0.4819, decode.d0.loss_dice: 0.7810, decode.d1.loss_cls: 0.2466, decode.d1.loss_mask: 0.4567, decode.d1.loss_dice: 0.7171, decode.d2.loss_cls: 0.1951, decode.d2.loss_mask: 0.4473, decode.d2.loss_dice: 0.7025, decode.d3.loss_cls: 0.1791, decode.d3.loss_mask: 0.4432, decode.d3.loss_dice: 0.6899, decode.d4.loss_cls: 0.1726, decode.d4.loss_mask: 0.4421, decode.d4.loss_dice: 0.6914, decode.d5.loss_cls: 0.1651, decode.d5.loss_mask: 0.4422, decode.d5.loss_dice: 0.6863, decode.d6.loss_cls: 0.1611, decode.d6.loss_mask: 0.4425, decode.d6.loss_dice: 0.6832, decode.d7.loss_cls: 0.1592, decode.d7.loss_mask: 0.4425, decode.d7.loss_dice: 0.6841, decode.d8.loss_cls: 0.1540, decode.d8.loss_mask: 0.4415, decode.d8.loss_dice: 0.6827, loss: 14.8892 2022-04-27 21:14:24,180 - mmseg - INFO - Iter [147850/160000] lr: 1.090e-07, eta: 3:39:59, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1577, decode.loss_mask: 0.3913, decode.loss_dice: 0.6555, decode.d0.loss_cls: 1.8426, decode.d0.loss_mask: 0.4300, decode.d0.loss_dice: 0.7514, decode.d1.loss_cls: 0.2425, decode.d1.loss_mask: 0.4062, decode.d1.loss_dice: 0.6904, decode.d2.loss_cls: 0.1985, decode.d2.loss_mask: 0.3973, decode.d2.loss_dice: 0.6734, decode.d3.loss_cls: 0.1752, decode.d3.loss_mask: 0.3945, decode.d3.loss_dice: 0.6599, decode.d4.loss_cls: 0.1681, decode.d4.loss_mask: 0.3932, decode.d4.loss_dice: 0.6574, decode.d5.loss_cls: 0.1680, decode.d5.loss_mask: 0.3929, decode.d5.loss_dice: 0.6600, decode.d6.loss_cls: 0.1576, decode.d6.loss_mask: 0.3917, decode.d6.loss_dice: 0.6562, decode.d7.loss_cls: 0.1552, decode.d7.loss_mask: 0.3920, decode.d7.loss_dice: 0.6576, decode.d8.loss_cls: 0.1612, decode.d8.loss_mask: 0.3914, decode.d8.loss_dice: 0.6559, loss: 14.1250 2022-04-27 21:15:18,571 - mmseg - INFO - Iter [147900/160000] lr: 1.086e-07, eta: 3:39:04, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1631, decode.loss_mask: 0.4188, decode.loss_dice: 0.6607, decode.d0.loss_cls: 1.8458, decode.d0.loss_mask: 0.4591, decode.d0.loss_dice: 0.7565, decode.d1.loss_cls: 0.2526, decode.d1.loss_mask: 0.4323, decode.d1.loss_dice: 0.6947, decode.d2.loss_cls: 0.2023, decode.d2.loss_mask: 0.4235, decode.d2.loss_dice: 0.6757, decode.d3.loss_cls: 0.1827, decode.d3.loss_mask: 0.4213, decode.d3.loss_dice: 0.6669, decode.d4.loss_cls: 0.1677, decode.d4.loss_mask: 0.4220, decode.d4.loss_dice: 0.6652, decode.d5.loss_cls: 0.1729, decode.d5.loss_mask: 0.4193, decode.d5.loss_dice: 0.6636, decode.d6.loss_cls: 0.1667, decode.d6.loss_mask: 0.4191, decode.d6.loss_dice: 0.6598, decode.d7.loss_cls: 0.1607, decode.d7.loss_mask: 0.4185, decode.d7.loss_dice: 0.6593, decode.d8.loss_cls: 0.1621, decode.d8.loss_mask: 0.4185, decode.d8.loss_dice: 0.6590, loss: 14.4901 2022-04-27 21:16:12,462 - mmseg - INFO - Iter [147950/160000] lr: 1.081e-07, eta: 3:38:10, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1651, decode.loss_mask: 0.4167, decode.loss_dice: 0.6613, decode.d0.loss_cls: 1.8128, decode.d0.loss_mask: 0.4614, decode.d0.loss_dice: 0.7572, decode.d1.loss_cls: 0.2405, decode.d1.loss_mask: 0.4315, decode.d1.loss_dice: 0.6992, decode.d2.loss_cls: 0.1950, decode.d2.loss_mask: 0.4252, decode.d2.loss_dice: 0.6822, decode.d3.loss_cls: 0.1724, decode.d3.loss_mask: 0.4218, decode.d3.loss_dice: 0.6691, decode.d4.loss_cls: 0.1775, decode.d4.loss_mask: 0.4201, decode.d4.loss_dice: 0.6696, decode.d5.loss_cls: 0.1674, decode.d5.loss_mask: 0.4184, decode.d5.loss_dice: 0.6658, decode.d6.loss_cls: 0.1691, decode.d6.loss_mask: 0.4167, decode.d6.loss_dice: 0.6632, decode.d7.loss_cls: 0.1627, decode.d7.loss_mask: 0.4167, decode.d7.loss_dice: 0.6644, decode.d8.loss_cls: 0.1656, decode.d8.loss_mask: 0.4171, decode.d8.loss_dice: 0.6611, loss: 14.4664 2022-04-27 21:17:06,029 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 21:17:06,032 - mmseg - INFO - Iter [148000/160000] lr: 1.077e-07, eta: 3:37:16, time: 1.071, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1621, decode.loss_mask: 0.3954, decode.loss_dice: 0.6523, decode.d0.loss_cls: 1.8649, decode.d0.loss_mask: 0.4387, decode.d0.loss_dice: 0.7545, decode.d1.loss_cls: 0.2454, decode.d1.loss_mask: 0.4105, decode.d1.loss_dice: 0.6953, decode.d2.loss_cls: 0.2008, decode.d2.loss_mask: 0.4044, decode.d2.loss_dice: 0.6788, decode.d3.loss_cls: 0.1844, decode.d3.loss_mask: 0.4017, decode.d3.loss_dice: 0.6649, decode.d4.loss_cls: 0.1763, decode.d4.loss_mask: 0.3989, decode.d4.loss_dice: 0.6607, decode.d5.loss_cls: 0.1700, decode.d5.loss_mask: 0.3990, decode.d5.loss_dice: 0.6631, decode.d6.loss_cls: 0.1693, decode.d6.loss_mask: 0.3975, decode.d6.loss_dice: 0.6546, decode.d7.loss_cls: 0.1654, decode.d7.loss_mask: 0.3971, decode.d7.loss_dice: 0.6534, decode.d8.loss_cls: 0.1657, decode.d8.loss_mask: 0.3969, decode.d8.loss_dice: 0.6534, loss: 14.2754 2022-04-27 21:18:00,703 - mmseg - INFO - Iter [148050/160000] lr: 1.072e-07, eta: 3:36:21, time: 1.093, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1556, decode.loss_mask: 0.4447, decode.loss_dice: 0.6727, decode.d0.loss_cls: 1.8049, decode.d0.loss_mask: 0.4924, decode.d0.loss_dice: 0.7737, decode.d1.loss_cls: 0.2407, decode.d1.loss_mask: 0.4635, decode.d1.loss_dice: 0.7128, decode.d2.loss_cls: 0.1985, decode.d2.loss_mask: 0.4537, decode.d2.loss_dice: 0.6996, decode.d3.loss_cls: 0.1780, decode.d3.loss_mask: 0.4505, decode.d3.loss_dice: 0.6820, decode.d4.loss_cls: 0.1740, decode.d4.loss_mask: 0.4472, decode.d4.loss_dice: 0.6788, decode.d5.loss_cls: 0.1651, decode.d5.loss_mask: 0.4471, decode.d5.loss_dice: 0.6803, decode.d6.loss_cls: 0.1552, decode.d6.loss_mask: 0.4474, decode.d6.loss_dice: 0.6789, decode.d7.loss_cls: 0.1556, decode.d7.loss_mask: 0.4461, decode.d7.loss_dice: 0.6757, decode.d8.loss_cls: 0.1565, decode.d8.loss_mask: 0.4448, decode.d8.loss_dice: 0.6763, loss: 14.8523 2022-04-27 21:18:54,763 - mmseg - INFO - Iter [148100/160000] lr: 1.068e-07, eta: 3:35:27, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1590, decode.loss_mask: 0.4206, decode.loss_dice: 0.6511, decode.d0.loss_cls: 1.7816, decode.d0.loss_mask: 0.4648, decode.d0.loss_dice: 0.7539, decode.d1.loss_cls: 0.2304, decode.d1.loss_mask: 0.4382, decode.d1.loss_dice: 0.6969, decode.d2.loss_cls: 0.2025, decode.d2.loss_mask: 0.4292, decode.d2.loss_dice: 0.6748, decode.d3.loss_cls: 0.1788, decode.d3.loss_mask: 0.4249, decode.d3.loss_dice: 0.6636, decode.d4.loss_cls: 0.1724, decode.d4.loss_mask: 0.4234, decode.d4.loss_dice: 0.6627, decode.d5.loss_cls: 0.1720, decode.d5.loss_mask: 0.4232, decode.d5.loss_dice: 0.6609, decode.d6.loss_cls: 0.1629, decode.d6.loss_mask: 0.4226, decode.d6.loss_dice: 0.6568, decode.d7.loss_cls: 0.1623, decode.d7.loss_mask: 0.4217, decode.d7.loss_dice: 0.6575, decode.d8.loss_cls: 0.1570, decode.d8.loss_mask: 0.4216, decode.d8.loss_dice: 0.6573, loss: 14.4045 2022-04-27 21:19:49,345 - mmseg - INFO - Iter [148150/160000] lr: 1.063e-07, eta: 3:34:33, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1608, decode.loss_mask: 0.4224, decode.loss_dice: 0.6547, decode.d0.loss_cls: 1.8304, decode.d0.loss_mask: 0.4664, decode.d0.loss_dice: 0.7617, decode.d1.loss_cls: 0.2386, decode.d1.loss_mask: 0.4397, decode.d1.loss_dice: 0.6949, decode.d2.loss_cls: 0.2047, decode.d2.loss_mask: 0.4287, decode.d2.loss_dice: 0.6764, decode.d3.loss_cls: 0.1827, decode.d3.loss_mask: 0.4251, decode.d3.loss_dice: 0.6644, decode.d4.loss_cls: 0.1724, decode.d4.loss_mask: 0.4231, decode.d4.loss_dice: 0.6631, decode.d5.loss_cls: 0.1687, decode.d5.loss_mask: 0.4232, decode.d5.loss_dice: 0.6612, decode.d6.loss_cls: 0.1607, decode.d6.loss_mask: 0.4239, decode.d6.loss_dice: 0.6563, decode.d7.loss_cls: 0.1589, decode.d7.loss_mask: 0.4228, decode.d7.loss_dice: 0.6596, decode.d8.loss_cls: 0.1586, decode.d8.loss_mask: 0.4217, decode.d8.loss_dice: 0.6571, loss: 14.4828 2022-04-27 21:20:43,615 - mmseg - INFO - Iter [148200/160000] lr: 1.059e-07, eta: 3:33:38, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1575, decode.loss_mask: 0.4415, decode.loss_dice: 0.6674, decode.d0.loss_cls: 1.7889, decode.d0.loss_mask: 0.4823, decode.d0.loss_dice: 0.7658, decode.d1.loss_cls: 0.2368, decode.d1.loss_mask: 0.4563, decode.d1.loss_dice: 0.7039, decode.d2.loss_cls: 0.2001, decode.d2.loss_mask: 0.4478, decode.d2.loss_dice: 0.6829, decode.d3.loss_cls: 0.1776, decode.d3.loss_mask: 0.4463, decode.d3.loss_dice: 0.6761, decode.d4.loss_cls: 0.1657, decode.d4.loss_mask: 0.4437, decode.d4.loss_dice: 0.6703, decode.d5.loss_cls: 0.1667, decode.d5.loss_mask: 0.4430, decode.d5.loss_dice: 0.6722, decode.d6.loss_cls: 0.1658, decode.d6.loss_mask: 0.4421, decode.d6.loss_dice: 0.6661, decode.d7.loss_cls: 0.1567, decode.d7.loss_mask: 0.4423, decode.d7.loss_dice: 0.6689, decode.d8.loss_cls: 0.1613, decode.d8.loss_mask: 0.4410, decode.d8.loss_dice: 0.6654, loss: 14.7024 2022-04-27 21:21:38,426 - mmseg - INFO - Iter [148250/160000] lr: 1.055e-07, eta: 3:32:44, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1842, decode.loss_mask: 0.4330, decode.loss_dice: 0.6861, decode.d0.loss_cls: 1.8212, decode.d0.loss_mask: 0.4756, decode.d0.loss_dice: 0.7908, decode.d1.loss_cls: 0.2541, decode.d1.loss_mask: 0.4482, decode.d1.loss_dice: 0.7284, decode.d2.loss_cls: 0.2120, decode.d2.loss_mask: 0.4419, decode.d2.loss_dice: 0.7079, decode.d3.loss_cls: 0.1948, decode.d3.loss_mask: 0.4382, decode.d3.loss_dice: 0.6968, decode.d4.loss_cls: 0.1900, decode.d4.loss_mask: 0.4355, decode.d4.loss_dice: 0.6985, decode.d5.loss_cls: 0.1852, decode.d5.loss_mask: 0.4348, decode.d5.loss_dice: 0.6945, decode.d6.loss_cls: 0.1796, decode.d6.loss_mask: 0.4354, decode.d6.loss_dice: 0.6896, decode.d7.loss_cls: 0.1740, decode.d7.loss_mask: 0.4339, decode.d7.loss_dice: 0.6961, decode.d8.loss_cls: 0.1716, decode.d8.loss_mask: 0.4344, decode.d8.loss_dice: 0.6954, loss: 15.0620 2022-04-27 21:22:33,279 - mmseg - INFO - Iter [148300/160000] lr: 1.050e-07, eta: 3:31:50, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1446, decode.loss_mask: 0.4224, decode.loss_dice: 0.6534, decode.d0.loss_cls: 1.7891, decode.d0.loss_mask: 0.4663, decode.d0.loss_dice: 0.7444, decode.d1.loss_cls: 0.2230, decode.d1.loss_mask: 0.4409, decode.d1.loss_dice: 0.6842, decode.d2.loss_cls: 0.1882, decode.d2.loss_mask: 0.4318, decode.d2.loss_dice: 0.6761, decode.d3.loss_cls: 0.1651, decode.d3.loss_mask: 0.4287, decode.d3.loss_dice: 0.6571, decode.d4.loss_cls: 0.1574, decode.d4.loss_mask: 0.4269, decode.d4.loss_dice: 0.6596, decode.d5.loss_cls: 0.1534, decode.d5.loss_mask: 0.4257, decode.d5.loss_dice: 0.6561, decode.d6.loss_cls: 0.1497, decode.d6.loss_mask: 0.4250, decode.d6.loss_dice: 0.6518, decode.d7.loss_cls: 0.1465, decode.d7.loss_mask: 0.4236, decode.d7.loss_dice: 0.6522, decode.d8.loss_cls: 0.1501, decode.d8.loss_mask: 0.4227, decode.d8.loss_dice: 0.6495, loss: 14.2655 2022-04-27 21:23:28,076 - mmseg - INFO - Iter [148350/160000] lr: 1.046e-07, eta: 3:30:55, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1498, decode.loss_mask: 0.4107, decode.loss_dice: 0.6444, decode.d0.loss_cls: 1.7932, decode.d0.loss_mask: 0.4554, decode.d0.loss_dice: 0.7424, decode.d1.loss_cls: 0.2351, decode.d1.loss_mask: 0.4261, decode.d1.loss_dice: 0.6831, decode.d2.loss_cls: 0.1976, decode.d2.loss_mask: 0.4179, decode.d2.loss_dice: 0.6611, decode.d3.loss_cls: 0.1711, decode.d3.loss_mask: 0.4165, decode.d3.loss_dice: 0.6497, decode.d4.loss_cls: 0.1578, decode.d4.loss_mask: 0.4160, decode.d4.loss_dice: 0.6509, decode.d5.loss_cls: 0.1581, decode.d5.loss_mask: 0.4147, decode.d5.loss_dice: 0.6484, decode.d6.loss_cls: 0.1600, decode.d6.loss_mask: 0.4130, decode.d6.loss_dice: 0.6441, decode.d7.loss_cls: 0.1447, decode.d7.loss_mask: 0.4125, decode.d7.loss_dice: 0.6477, decode.d8.loss_cls: 0.1481, decode.d8.loss_mask: 0.4107, decode.d8.loss_dice: 0.6470, loss: 14.1277 2022-04-27 21:24:22,954 - mmseg - INFO - Iter [148400/160000] lr: 1.041e-07, eta: 3:30:01, time: 1.098, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1823, decode.loss_mask: 0.4203, decode.loss_dice: 0.6748, decode.d0.loss_cls: 1.8607, decode.d0.loss_mask: 0.4631, decode.d0.loss_dice: 0.7871, decode.d1.loss_cls: 0.2785, decode.d1.loss_mask: 0.4372, decode.d1.loss_dice: 0.7157, decode.d2.loss_cls: 0.2196, decode.d2.loss_mask: 0.4284, decode.d2.loss_dice: 0.6961, decode.d3.loss_cls: 0.2086, decode.d3.loss_mask: 0.4238, decode.d3.loss_dice: 0.6819, decode.d4.loss_cls: 0.2020, decode.d4.loss_mask: 0.4223, decode.d4.loss_dice: 0.6851, decode.d5.loss_cls: 0.1946, decode.d5.loss_mask: 0.4224, decode.d5.loss_dice: 0.6794, decode.d6.loss_cls: 0.1912, decode.d6.loss_mask: 0.4223, decode.d6.loss_dice: 0.6740, decode.d7.loss_cls: 0.1858, decode.d7.loss_mask: 0.4212, decode.d7.loss_dice: 0.6801, decode.d8.loss_cls: 0.1860, decode.d8.loss_mask: 0.4209, decode.d8.loss_dice: 0.6785, loss: 14.9435 2022-04-27 21:25:17,315 - mmseg - INFO - Iter [148450/160000] lr: 1.037e-07, eta: 3:29:07, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1690, decode.loss_mask: 0.4305, decode.loss_dice: 0.6690, decode.d0.loss_cls: 1.8509, decode.d0.loss_mask: 0.4716, decode.d0.loss_dice: 0.7708, decode.d1.loss_cls: 0.2492, decode.d1.loss_mask: 0.4483, decode.d1.loss_dice: 0.7078, decode.d2.loss_cls: 0.2064, decode.d2.loss_mask: 0.4404, decode.d2.loss_dice: 0.6920, decode.d3.loss_cls: 0.1943, decode.d3.loss_mask: 0.4334, decode.d3.loss_dice: 0.6791, decode.d4.loss_cls: 0.1852, decode.d4.loss_mask: 0.4336, decode.d4.loss_dice: 0.6804, decode.d5.loss_cls: 0.1829, decode.d5.loss_mask: 0.4334, decode.d5.loss_dice: 0.6767, decode.d6.loss_cls: 0.1757, decode.d6.loss_mask: 0.4333, decode.d6.loss_dice: 0.6739, decode.d7.loss_cls: 0.1749, decode.d7.loss_mask: 0.4324, decode.d7.loss_dice: 0.6768, decode.d8.loss_cls: 0.1749, decode.d8.loss_mask: 0.4305, decode.d8.loss_dice: 0.6734, loss: 14.8507 2022-04-27 21:26:11,536 - mmseg - INFO - Iter [148500/160000] lr: 1.032e-07, eta: 3:28:13, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1576, decode.loss_mask: 0.4211, decode.loss_dice: 0.6719, decode.d0.loss_cls: 1.8032, decode.d0.loss_mask: 0.4677, decode.d0.loss_dice: 0.7675, decode.d1.loss_cls: 0.2388, decode.d1.loss_mask: 0.4396, decode.d1.loss_dice: 0.7091, decode.d2.loss_cls: 0.1991, decode.d2.loss_mask: 0.4308, decode.d2.loss_dice: 0.6870, decode.d3.loss_cls: 0.1819, decode.d3.loss_mask: 0.4251, decode.d3.loss_dice: 0.6799, decode.d4.loss_cls: 0.1747, decode.d4.loss_mask: 0.4239, decode.d4.loss_dice: 0.6745, decode.d5.loss_cls: 0.1679, decode.d5.loss_mask: 0.4226, decode.d5.loss_dice: 0.6779, decode.d6.loss_cls: 0.1686, decode.d6.loss_mask: 0.4223, decode.d6.loss_dice: 0.6720, decode.d7.loss_cls: 0.1609, decode.d7.loss_mask: 0.4222, decode.d7.loss_dice: 0.6713, decode.d8.loss_cls: 0.1572, decode.d8.loss_mask: 0.4211, decode.d8.loss_dice: 0.6714, loss: 14.5889 2022-04-27 21:27:05,560 - mmseg - INFO - Iter [148550/160000] lr: 1.028e-07, eta: 3:27:18, time: 1.080, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1524, decode.loss_mask: 0.4222, decode.loss_dice: 0.6774, decode.d0.loss_cls: 1.7905, decode.d0.loss_mask: 0.4654, decode.d0.loss_dice: 0.7726, decode.d1.loss_cls: 0.2395, decode.d1.loss_mask: 0.4421, decode.d1.loss_dice: 0.7121, decode.d2.loss_cls: 0.1957, decode.d2.loss_mask: 0.4340, decode.d2.loss_dice: 0.6973, decode.d3.loss_cls: 0.1821, decode.d3.loss_mask: 0.4290, decode.d3.loss_dice: 0.6859, decode.d4.loss_cls: 0.1736, decode.d4.loss_mask: 0.4248, decode.d4.loss_dice: 0.6799, decode.d5.loss_cls: 0.1677, decode.d5.loss_mask: 0.4248, decode.d5.loss_dice: 0.6829, decode.d6.loss_cls: 0.1591, decode.d6.loss_mask: 0.4238, decode.d6.loss_dice: 0.6762, decode.d7.loss_cls: 0.1566, decode.d7.loss_mask: 0.4247, decode.d7.loss_dice: 0.6782, decode.d8.loss_cls: 0.1533, decode.d8.loss_mask: 0.4223, decode.d8.loss_dice: 0.6798, loss: 14.6261 2022-04-27 21:27:59,573 - mmseg - INFO - Iter [148600/160000] lr: 1.023e-07, eta: 3:26:24, time: 1.080, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1572, decode.loss_mask: 0.4265, decode.loss_dice: 0.6797, decode.d0.loss_cls: 1.8151, decode.d0.loss_mask: 0.4742, decode.d0.loss_dice: 0.7817, decode.d1.loss_cls: 0.2379, decode.d1.loss_mask: 0.4452, decode.d1.loss_dice: 0.7198, decode.d2.loss_cls: 0.1943, decode.d2.loss_mask: 0.4395, decode.d2.loss_dice: 0.6999, decode.d3.loss_cls: 0.1785, decode.d3.loss_mask: 0.4329, decode.d3.loss_dice: 0.6873, decode.d4.loss_cls: 0.1713, decode.d4.loss_mask: 0.4319, decode.d4.loss_dice: 0.6872, decode.d5.loss_cls: 0.1645, decode.d5.loss_mask: 0.4301, decode.d5.loss_dice: 0.6866, decode.d6.loss_cls: 0.1674, decode.d6.loss_mask: 0.4294, decode.d6.loss_dice: 0.6780, decode.d7.loss_cls: 0.1576, decode.d7.loss_mask: 0.4292, decode.d7.loss_dice: 0.6812, decode.d8.loss_cls: 0.1577, decode.d8.loss_mask: 0.4280, decode.d8.loss_dice: 0.6793, loss: 14.7492 2022-04-27 21:28:54,964 - mmseg - INFO - Iter [148650/160000] lr: 1.019e-07, eta: 3:25:30, time: 1.108, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1555, decode.loss_mask: 0.4301, decode.loss_dice: 0.6814, decode.d0.loss_cls: 1.7967, decode.d0.loss_mask: 0.4711, decode.d0.loss_dice: 0.7827, decode.d1.loss_cls: 0.2380, decode.d1.loss_mask: 0.4455, decode.d1.loss_dice: 0.7210, decode.d2.loss_cls: 0.1957, decode.d2.loss_mask: 0.4392, decode.d2.loss_dice: 0.6994, decode.d3.loss_cls: 0.1679, decode.d3.loss_mask: 0.4345, decode.d3.loss_dice: 0.6893, decode.d4.loss_cls: 0.1616, decode.d4.loss_mask: 0.4330, decode.d4.loss_dice: 0.6869, decode.d5.loss_cls: 0.1582, decode.d5.loss_mask: 0.4322, decode.d5.loss_dice: 0.6899, decode.d6.loss_cls: 0.1606, decode.d6.loss_mask: 0.4307, decode.d6.loss_dice: 0.6824, decode.d7.loss_cls: 0.1543, decode.d7.loss_mask: 0.4299, decode.d7.loss_dice: 0.6804, decode.d8.loss_cls: 0.1527, decode.d8.loss_mask: 0.4301, decode.d8.loss_dice: 0.6824, loss: 14.7132 2022-04-27 21:29:49,934 - mmseg - INFO - Iter [148700/160000] lr: 1.014e-07, eta: 3:24:35, time: 1.100, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1842, decode.loss_mask: 0.4319, decode.loss_dice: 0.6956, decode.d0.loss_cls: 1.8819, decode.d0.loss_mask: 0.4776, decode.d0.loss_dice: 0.8003, decode.d1.loss_cls: 0.2719, decode.d1.loss_mask: 0.4532, decode.d1.loss_dice: 0.7402, decode.d2.loss_cls: 0.2271, decode.d2.loss_mask: 0.4442, decode.d2.loss_dice: 0.7192, decode.d3.loss_cls: 0.1986, decode.d3.loss_mask: 0.4375, decode.d3.loss_dice: 0.7090, decode.d4.loss_cls: 0.1919, decode.d4.loss_mask: 0.4365, decode.d4.loss_dice: 0.6993, decode.d5.loss_cls: 0.1963, decode.d5.loss_mask: 0.4364, decode.d5.loss_dice: 0.6988, decode.d6.loss_cls: 0.1913, decode.d6.loss_mask: 0.4328, decode.d6.loss_dice: 0.6951, decode.d7.loss_cls: 0.1829, decode.d7.loss_mask: 0.4337, decode.d7.loss_dice: 0.6945, decode.d8.loss_cls: 0.1810, decode.d8.loss_mask: 0.4343, decode.d8.loss_dice: 0.6956, loss: 15.2724 2022-04-27 21:30:43,887 - mmseg - INFO - Iter [148750/160000] lr: 1.010e-07, eta: 3:23:41, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1613, decode.loss_mask: 0.4315, decode.loss_dice: 0.6612, decode.d0.loss_cls: 1.8289, decode.d0.loss_mask: 0.4759, decode.d0.loss_dice: 0.7508, decode.d1.loss_cls: 0.2428, decode.d1.loss_mask: 0.4476, decode.d1.loss_dice: 0.6961, decode.d2.loss_cls: 0.2018, decode.d2.loss_mask: 0.4385, decode.d2.loss_dice: 0.6805, decode.d3.loss_cls: 0.1887, decode.d3.loss_mask: 0.4350, decode.d3.loss_dice: 0.6673, decode.d4.loss_cls: 0.1792, decode.d4.loss_mask: 0.4348, decode.d4.loss_dice: 0.6706, decode.d5.loss_cls: 0.1677, decode.d5.loss_mask: 0.4334, decode.d5.loss_dice: 0.6659, decode.d6.loss_cls: 0.1714, decode.d6.loss_mask: 0.4322, decode.d6.loss_dice: 0.6611, decode.d7.loss_cls: 0.1618, decode.d7.loss_mask: 0.4323, decode.d7.loss_dice: 0.6640, decode.d8.loss_cls: 0.1583, decode.d8.loss_mask: 0.4338, decode.d8.loss_dice: 0.6626, loss: 14.6371 2022-04-27 21:31:38,384 - mmseg - INFO - Iter [148800/160000] lr: 1.005e-07, eta: 3:22:47, time: 1.090, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1481, decode.loss_mask: 0.4118, decode.loss_dice: 0.6487, decode.d0.loss_cls: 1.8234, decode.d0.loss_mask: 0.4561, decode.d0.loss_dice: 0.7502, decode.d1.loss_cls: 0.2337, decode.d1.loss_mask: 0.4273, decode.d1.loss_dice: 0.6894, decode.d2.loss_cls: 0.2031, decode.d2.loss_mask: 0.4188, decode.d2.loss_dice: 0.6711, decode.d3.loss_cls: 0.1695, decode.d3.loss_mask: 0.4164, decode.d3.loss_dice: 0.6631, decode.d4.loss_cls: 0.1593, decode.d4.loss_mask: 0.4147, decode.d4.loss_dice: 0.6648, decode.d5.loss_cls: 0.1614, decode.d5.loss_mask: 0.4129, decode.d5.loss_dice: 0.6589, decode.d6.loss_cls: 0.1543, decode.d6.loss_mask: 0.4124, decode.d6.loss_dice: 0.6523, decode.d7.loss_cls: 0.1519, decode.d7.loss_mask: 0.4124, decode.d7.loss_dice: 0.6520, decode.d8.loss_cls: 0.1539, decode.d8.loss_mask: 0.4120, decode.d8.loss_dice: 0.6523, loss: 14.2560 2022-04-27 21:32:33,601 - mmseg - INFO - Iter [148850/160000] lr: 1.001e-07, eta: 3:21:52, time: 1.104, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1865, decode.loss_mask: 0.4252, decode.loss_dice: 0.6659, decode.d0.loss_cls: 1.8407, decode.d0.loss_mask: 0.4669, decode.d0.loss_dice: 0.7654, decode.d1.loss_cls: 0.2682, decode.d1.loss_mask: 0.4405, decode.d1.loss_dice: 0.7010, decode.d2.loss_cls: 0.2252, decode.d2.loss_mask: 0.4334, decode.d2.loss_dice: 0.6886, decode.d3.loss_cls: 0.2083, decode.d3.loss_mask: 0.4291, decode.d3.loss_dice: 0.6724, decode.d4.loss_cls: 0.1986, decode.d4.loss_mask: 0.4287, decode.d4.loss_dice: 0.6712, decode.d5.loss_cls: 0.1924, decode.d5.loss_mask: 0.4284, decode.d5.loss_dice: 0.6683, decode.d6.loss_cls: 0.1876, decode.d6.loss_mask: 0.4259, decode.d6.loss_dice: 0.6666, decode.d7.loss_cls: 0.1830, decode.d7.loss_mask: 0.4253, decode.d7.loss_dice: 0.6695, decode.d8.loss_cls: 0.1815, decode.d8.loss_mask: 0.4244, decode.d8.loss_dice: 0.6684, loss: 14.8371 2022-04-27 21:33:28,186 - mmseg - INFO - Iter [148900/160000] lr: 9.962e-08, eta: 3:20:58, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1560, decode.loss_mask: 0.4079, decode.loss_dice: 0.6530, decode.d0.loss_cls: 1.8090, decode.d0.loss_mask: 0.4489, decode.d0.loss_dice: 0.7504, decode.d1.loss_cls: 0.2293, decode.d1.loss_mask: 0.4259, decode.d1.loss_dice: 0.6904, decode.d2.loss_cls: 0.1927, decode.d2.loss_mask: 0.4170, decode.d2.loss_dice: 0.6752, decode.d3.loss_cls: 0.1700, decode.d3.loss_mask: 0.4122, decode.d3.loss_dice: 0.6588, decode.d4.loss_cls: 0.1607, decode.d4.loss_mask: 0.4102, decode.d4.loss_dice: 0.6568, decode.d5.loss_cls: 0.1599, decode.d5.loss_mask: 0.4098, decode.d5.loss_dice: 0.6584, decode.d6.loss_cls: 0.1560, decode.d6.loss_mask: 0.4101, decode.d6.loss_dice: 0.6561, decode.d7.loss_cls: 0.1573, decode.d7.loss_mask: 0.4088, decode.d7.loss_dice: 0.6559, decode.d8.loss_cls: 0.1581, decode.d8.loss_mask: 0.4083, decode.d8.loss_dice: 0.6547, loss: 14.2179 2022-04-27 21:34:21,938 - mmseg - INFO - Iter [148950/160000] lr: 9.917e-08, eta: 3:20:04, time: 1.074, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1516, decode.loss_mask: 0.4443, decode.loss_dice: 0.6522, decode.d0.loss_cls: 1.7445, decode.d0.loss_mask: 0.4864, decode.d0.loss_dice: 0.7413, decode.d1.loss_cls: 0.2414, decode.d1.loss_mask: 0.4596, decode.d1.loss_dice: 0.6899, decode.d2.loss_cls: 0.1997, decode.d2.loss_mask: 0.4512, decode.d2.loss_dice: 0.6709, decode.d3.loss_cls: 0.1827, decode.d3.loss_mask: 0.4480, decode.d3.loss_dice: 0.6595, decode.d4.loss_cls: 0.1700, decode.d4.loss_mask: 0.4478, decode.d4.loss_dice: 0.6584, decode.d5.loss_cls: 0.1680, decode.d5.loss_mask: 0.4476, decode.d5.loss_dice: 0.6569, decode.d6.loss_cls: 0.1665, decode.d6.loss_mask: 0.4470, decode.d6.loss_dice: 0.6497, decode.d7.loss_cls: 0.1595, decode.d7.loss_mask: 0.4445, decode.d7.loss_dice: 0.6563, decode.d8.loss_cls: 0.1607, decode.d8.loss_mask: 0.4435, decode.d8.loss_dice: 0.6526, loss: 14.5520 2022-04-27 21:35:16,774 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 21:35:16,781 - mmseg - INFO - Iter [149000/160000] lr: 9.872e-08, eta: 3:19:10, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1631, decode.loss_mask: 0.4107, decode.loss_dice: 0.6692, decode.d0.loss_cls: 1.8042, decode.d0.loss_mask: 0.4540, decode.d0.loss_dice: 0.7706, decode.d1.loss_cls: 0.2442, decode.d1.loss_mask: 0.4288, decode.d1.loss_dice: 0.7070, decode.d2.loss_cls: 0.2078, decode.d2.loss_mask: 0.4198, decode.d2.loss_dice: 0.6896, decode.d3.loss_cls: 0.1835, decode.d3.loss_mask: 0.4151, decode.d3.loss_dice: 0.6782, decode.d4.loss_cls: 0.1760, decode.d4.loss_mask: 0.4141, decode.d4.loss_dice: 0.6812, decode.d5.loss_cls: 0.1715, decode.d5.loss_mask: 0.4130, decode.d5.loss_dice: 0.6777, decode.d6.loss_cls: 0.1635, decode.d6.loss_mask: 0.4110, decode.d6.loss_dice: 0.6725, decode.d7.loss_cls: 0.1598, decode.d7.loss_mask: 0.4114, decode.d7.loss_dice: 0.6689, decode.d8.loss_cls: 0.1608, decode.d8.loss_mask: 0.4108, decode.d8.loss_dice: 0.6704, loss: 14.5086 2022-04-27 21:36:14,353 - mmseg - INFO - Iter [149050/160000] lr: 9.827e-08, eta: 3:18:15, time: 1.152, data_time: 0.065, memory: 64049, decode.loss_cls: 0.1741, decode.loss_mask: 0.4213, decode.loss_dice: 0.6521, decode.d0.loss_cls: 1.8917, decode.d0.loss_mask: 0.4677, decode.d0.loss_dice: 0.7565, decode.d1.loss_cls: 0.2563, decode.d1.loss_mask: 0.4366, decode.d1.loss_dice: 0.6976, decode.d2.loss_cls: 0.2203, decode.d2.loss_mask: 0.4310, decode.d2.loss_dice: 0.6753, decode.d3.loss_cls: 0.1975, decode.d3.loss_mask: 0.4259, decode.d3.loss_dice: 0.6647, decode.d4.loss_cls: 0.1877, decode.d4.loss_mask: 0.4242, decode.d4.loss_dice: 0.6611, decode.d5.loss_cls: 0.1776, decode.d5.loss_mask: 0.4246, decode.d5.loss_dice: 0.6631, decode.d6.loss_cls: 0.1772, decode.d6.loss_mask: 0.4236, decode.d6.loss_dice: 0.6595, decode.d7.loss_cls: 0.1767, decode.d7.loss_mask: 0.4223, decode.d7.loss_dice: 0.6581, decode.d8.loss_cls: 0.1757, decode.d8.loss_mask: 0.4221, decode.d8.loss_dice: 0.6538, loss: 14.6762 2022-04-27 21:37:08,911 - mmseg - INFO - Iter [149100/160000] lr: 9.782e-08, eta: 3:17:21, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1666, decode.loss_mask: 0.4239, decode.loss_dice: 0.6475, decode.d0.loss_cls: 1.7818, decode.d0.loss_mask: 0.4668, decode.d0.loss_dice: 0.7462, decode.d1.loss_cls: 0.2561, decode.d1.loss_mask: 0.4398, decode.d1.loss_dice: 0.6844, decode.d2.loss_cls: 0.2106, decode.d2.loss_mask: 0.4344, decode.d2.loss_dice: 0.6663, decode.d3.loss_cls: 0.1948, decode.d3.loss_mask: 0.4288, decode.d3.loss_dice: 0.6519, decode.d4.loss_cls: 0.1830, decode.d4.loss_mask: 0.4266, decode.d4.loss_dice: 0.6527, decode.d5.loss_cls: 0.1786, decode.d5.loss_mask: 0.4264, decode.d5.loss_dice: 0.6523, decode.d6.loss_cls: 0.1732, decode.d6.loss_mask: 0.4254, decode.d6.loss_dice: 0.6478, decode.d7.loss_cls: 0.1697, decode.d7.loss_mask: 0.4252, decode.d7.loss_dice: 0.6490, decode.d8.loss_cls: 0.1671, decode.d8.loss_mask: 0.4247, decode.d8.loss_dice: 0.6490, loss: 14.4509 2022-04-27 21:38:02,892 - mmseg - INFO - Iter [149150/160000] lr: 9.737e-08, eta: 3:16:27, time: 1.080, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1602, decode.loss_mask: 0.4064, decode.loss_dice: 0.6629, decode.d0.loss_cls: 1.7942, decode.d0.loss_mask: 0.4491, decode.d0.loss_dice: 0.7620, decode.d1.loss_cls: 0.2479, decode.d1.loss_mask: 0.4256, decode.d1.loss_dice: 0.7003, decode.d2.loss_cls: 0.2019, decode.d2.loss_mask: 0.4170, decode.d2.loss_dice: 0.6835, decode.d3.loss_cls: 0.1807, decode.d3.loss_mask: 0.4129, decode.d3.loss_dice: 0.6711, decode.d4.loss_cls: 0.1724, decode.d4.loss_mask: 0.4122, decode.d4.loss_dice: 0.6704, decode.d5.loss_cls: 0.1691, decode.d5.loss_mask: 0.4093, decode.d5.loss_dice: 0.6706, decode.d6.loss_cls: 0.1703, decode.d6.loss_mask: 0.4067, decode.d6.loss_dice: 0.6627, decode.d7.loss_cls: 0.1658, decode.d7.loss_mask: 0.4062, decode.d7.loss_dice: 0.6639, decode.d8.loss_cls: 0.1641, decode.d8.loss_mask: 0.4062, decode.d8.loss_dice: 0.6669, loss: 14.3925 2022-04-27 21:38:57,929 - mmseg - INFO - Iter [149200/160000] lr: 9.693e-08, eta: 3:15:33, time: 1.101, data_time: 0.017, memory: 64049, decode.loss_cls: 0.1622, decode.loss_mask: 0.4328, decode.loss_dice: 0.6578, decode.d0.loss_cls: 1.7885, decode.d0.loss_mask: 0.4704, decode.d0.loss_dice: 0.7575, decode.d1.loss_cls: 0.2387, decode.d1.loss_mask: 0.4465, decode.d1.loss_dice: 0.6964, decode.d2.loss_cls: 0.2055, decode.d2.loss_mask: 0.4390, decode.d2.loss_dice: 0.6830, decode.d3.loss_cls: 0.1842, decode.d3.loss_mask: 0.4367, decode.d3.loss_dice: 0.6648, decode.d4.loss_cls: 0.1766, decode.d4.loss_mask: 0.4358, decode.d4.loss_dice: 0.6650, decode.d5.loss_cls: 0.1704, decode.d5.loss_mask: 0.4341, decode.d5.loss_dice: 0.6653, decode.d6.loss_cls: 0.1663, decode.d6.loss_mask: 0.4341, decode.d6.loss_dice: 0.6581, decode.d7.loss_cls: 0.1641, decode.d7.loss_mask: 0.4331, decode.d7.loss_dice: 0.6592, decode.d8.loss_cls: 0.1621, decode.d8.loss_mask: 0.4339, decode.d8.loss_dice: 0.6582, loss: 14.5805 2022-04-27 21:39:52,884 - mmseg - INFO - Iter [149250/160000] lr: 9.648e-08, eta: 3:14:38, time: 1.099, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1716, decode.loss_mask: 0.4251, decode.loss_dice: 0.6689, decode.d0.loss_cls: 1.8040, decode.d0.loss_mask: 0.4640, decode.d0.loss_dice: 0.7617, decode.d1.loss_cls: 0.2519, decode.d1.loss_mask: 0.4401, decode.d1.loss_dice: 0.7072, decode.d2.loss_cls: 0.2134, decode.d2.loss_mask: 0.4312, decode.d2.loss_dice: 0.6929, decode.d3.loss_cls: 0.1932, decode.d3.loss_mask: 0.4289, decode.d3.loss_dice: 0.6777, decode.d4.loss_cls: 0.1849, decode.d4.loss_mask: 0.4282, decode.d4.loss_dice: 0.6783, decode.d5.loss_cls: 0.1776, decode.d5.loss_mask: 0.4278, decode.d5.loss_dice: 0.6793, decode.d6.loss_cls: 0.1728, decode.d6.loss_mask: 0.4265, decode.d6.loss_dice: 0.6726, decode.d7.loss_cls: 0.1734, decode.d7.loss_mask: 0.4266, decode.d7.loss_dice: 0.6699, decode.d8.loss_cls: 0.1730, decode.d8.loss_mask: 0.4262, decode.d8.loss_dice: 0.6707, loss: 14.7197 2022-04-27 21:40:47,967 - mmseg - INFO - Iter [149300/160000] lr: 9.603e-08, eta: 3:13:44, time: 1.102, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1622, decode.loss_mask: 0.4210, decode.loss_dice: 0.6746, decode.d0.loss_cls: 1.8190, decode.d0.loss_mask: 0.4624, decode.d0.loss_dice: 0.7740, decode.d1.loss_cls: 0.2506, decode.d1.loss_mask: 0.4402, decode.d1.loss_dice: 0.7133, decode.d2.loss_cls: 0.2034, decode.d2.loss_mask: 0.4323, decode.d2.loss_dice: 0.6932, decode.d3.loss_cls: 0.1872, decode.d3.loss_mask: 0.4284, decode.d3.loss_dice: 0.6860, decode.d4.loss_cls: 0.1774, decode.d4.loss_mask: 0.4256, decode.d4.loss_dice: 0.6793, decode.d5.loss_cls: 0.1725, decode.d5.loss_mask: 0.4253, decode.d5.loss_dice: 0.6811, decode.d6.loss_cls: 0.1668, decode.d6.loss_mask: 0.4228, decode.d6.loss_dice: 0.6761, decode.d7.loss_cls: 0.1675, decode.d7.loss_mask: 0.4217, decode.d7.loss_dice: 0.6769, decode.d8.loss_cls: 0.1660, decode.d8.loss_mask: 0.4215, decode.d8.loss_dice: 0.6728, loss: 14.7012 2022-04-27 21:41:42,472 - mmseg - INFO - Iter [149350/160000] lr: 9.558e-08, eta: 3:12:50, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1638, decode.loss_mask: 0.4493, decode.loss_dice: 0.6657, decode.d0.loss_cls: 1.8009, decode.d0.loss_mask: 0.4974, decode.d0.loss_dice: 0.7681, decode.d1.loss_cls: 0.2425, decode.d1.loss_mask: 0.4648, decode.d1.loss_dice: 0.6986, decode.d2.loss_cls: 0.2023, decode.d2.loss_mask: 0.4557, decode.d2.loss_dice: 0.6861, decode.d3.loss_cls: 0.1808, decode.d3.loss_mask: 0.4531, decode.d3.loss_dice: 0.6797, decode.d4.loss_cls: 0.1774, decode.d4.loss_mask: 0.4537, decode.d4.loss_dice: 0.6762, decode.d5.loss_cls: 0.1708, decode.d5.loss_mask: 0.4514, decode.d5.loss_dice: 0.6720, decode.d6.loss_cls: 0.1694, decode.d6.loss_mask: 0.4520, decode.d6.loss_dice: 0.6675, decode.d7.loss_cls: 0.1660, decode.d7.loss_mask: 0.4501, decode.d7.loss_dice: 0.6684, decode.d8.loss_cls: 0.1653, decode.d8.loss_mask: 0.4505, decode.d8.loss_dice: 0.6652, loss: 14.8646 2022-04-27 21:42:36,241 - mmseg - INFO - Iter [149400/160000] lr: 9.513e-08, eta: 3:11:55, time: 1.075, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1778, decode.loss_mask: 0.4311, decode.loss_dice: 0.6880, decode.d0.loss_cls: 1.8770, decode.d0.loss_mask: 0.4739, decode.d0.loss_dice: 0.7920, decode.d1.loss_cls: 0.2755, decode.d1.loss_mask: 0.4496, decode.d1.loss_dice: 0.7287, decode.d2.loss_cls: 0.2277, decode.d2.loss_mask: 0.4406, decode.d2.loss_dice: 0.7079, decode.d3.loss_cls: 0.2071, decode.d3.loss_mask: 0.4378, decode.d3.loss_dice: 0.6965, decode.d4.loss_cls: 0.2023, decode.d4.loss_mask: 0.4324, decode.d4.loss_dice: 0.6970, decode.d5.loss_cls: 0.1905, decode.d5.loss_mask: 0.4319, decode.d5.loss_dice: 0.6975, decode.d6.loss_cls: 0.1904, decode.d6.loss_mask: 0.4293, decode.d6.loss_dice: 0.6890, decode.d7.loss_cls: 0.1858, decode.d7.loss_mask: 0.4279, decode.d7.loss_dice: 0.6920, decode.d8.loss_cls: 0.1830, decode.d8.loss_mask: 0.4297, decode.d8.loss_dice: 0.6890, loss: 15.1788 2022-04-27 21:43:30,887 - mmseg - INFO - Iter [149450/160000] lr: 9.468e-08, eta: 3:11:01, time: 1.093, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1670, decode.loss_mask: 0.4385, decode.loss_dice: 0.6833, decode.d0.loss_cls: 1.8083, decode.d0.loss_mask: 0.4791, decode.d0.loss_dice: 0.7879, decode.d1.loss_cls: 0.2442, decode.d1.loss_mask: 0.4547, decode.d1.loss_dice: 0.7288, decode.d2.loss_cls: 0.2083, decode.d2.loss_mask: 0.4451, decode.d2.loss_dice: 0.7095, decode.d3.loss_cls: 0.1884, decode.d3.loss_mask: 0.4435, decode.d3.loss_dice: 0.6954, decode.d4.loss_cls: 0.1803, decode.d4.loss_mask: 0.4405, decode.d4.loss_dice: 0.6959, decode.d5.loss_cls: 0.1800, decode.d5.loss_mask: 0.4393, decode.d5.loss_dice: 0.6912, decode.d6.loss_cls: 0.1693, decode.d6.loss_mask: 0.4391, decode.d6.loss_dice: 0.6885, decode.d7.loss_cls: 0.1722, decode.d7.loss_mask: 0.4380, decode.d7.loss_dice: 0.6872, decode.d8.loss_cls: 0.1682, decode.d8.loss_mask: 0.4382, decode.d8.loss_dice: 0.6866, loss: 14.9967 2022-04-27 21:44:25,203 - mmseg - INFO - Iter [149500/160000] lr: 9.423e-08, eta: 3:10:07, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1494, decode.loss_mask: 0.4222, decode.loss_dice: 0.6679, decode.d0.loss_cls: 1.8803, decode.d0.loss_mask: 0.4677, decode.d0.loss_dice: 0.7762, decode.d1.loss_cls: 0.2452, decode.d1.loss_mask: 0.4405, decode.d1.loss_dice: 0.7119, decode.d2.loss_cls: 0.1932, decode.d2.loss_mask: 0.4304, decode.d2.loss_dice: 0.6926, decode.d3.loss_cls: 0.1727, decode.d3.loss_mask: 0.4290, decode.d3.loss_dice: 0.6778, decode.d4.loss_cls: 0.1638, decode.d4.loss_mask: 0.4266, decode.d4.loss_dice: 0.6726, decode.d5.loss_cls: 0.1585, decode.d5.loss_mask: 0.4258, decode.d5.loss_dice: 0.6753, decode.d6.loss_cls: 0.1533, decode.d6.loss_mask: 0.4237, decode.d6.loss_dice: 0.6729, decode.d7.loss_cls: 0.1453, decode.d7.loss_mask: 0.4238, decode.d7.loss_dice: 0.6672, decode.d8.loss_cls: 0.1509, decode.d8.loss_mask: 0.4226, decode.d8.loss_dice: 0.6672, loss: 14.6061 2022-04-27 21:45:19,274 - mmseg - INFO - Iter [149550/160000] lr: 9.378e-08, eta: 3:09:12, time: 1.081, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1441, decode.loss_mask: 0.4119, decode.loss_dice: 0.6482, decode.d0.loss_cls: 1.7760, decode.d0.loss_mask: 0.4530, decode.d0.loss_dice: 0.7435, decode.d1.loss_cls: 0.2262, decode.d1.loss_mask: 0.4277, decode.d1.loss_dice: 0.6895, decode.d2.loss_cls: 0.1802, decode.d2.loss_mask: 0.4196, decode.d2.loss_dice: 0.6750, decode.d3.loss_cls: 0.1599, decode.d3.loss_mask: 0.4167, decode.d3.loss_dice: 0.6600, decode.d4.loss_cls: 0.1550, decode.d4.loss_mask: 0.4142, decode.d4.loss_dice: 0.6570, decode.d5.loss_cls: 0.1554, decode.d5.loss_mask: 0.4131, decode.d5.loss_dice: 0.6547, decode.d6.loss_cls: 0.1469, decode.d6.loss_mask: 0.4130, decode.d6.loss_dice: 0.6511, decode.d7.loss_cls: 0.1484, decode.d7.loss_mask: 0.4121, decode.d7.loss_dice: 0.6509, decode.d8.loss_cls: 0.1449, decode.d8.loss_mask: 0.4116, decode.d8.loss_dice: 0.6468, loss: 14.1066 2022-04-27 21:46:14,395 - mmseg - INFO - Iter [149600/160000] lr: 9.334e-08, eta: 3:08:18, time: 1.102, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1700, decode.loss_mask: 0.4343, decode.loss_dice: 0.6768, decode.d0.loss_cls: 1.8287, decode.d0.loss_mask: 0.4730, decode.d0.loss_dice: 0.7777, decode.d1.loss_cls: 0.2553, decode.d1.loss_mask: 0.4490, decode.d1.loss_dice: 0.7165, decode.d2.loss_cls: 0.2095, decode.d2.loss_mask: 0.4414, decode.d2.loss_dice: 0.6980, decode.d3.loss_cls: 0.1964, decode.d3.loss_mask: 0.4377, decode.d3.loss_dice: 0.6835, decode.d4.loss_cls: 0.1852, decode.d4.loss_mask: 0.4361, decode.d4.loss_dice: 0.6846, decode.d5.loss_cls: 0.1883, decode.d5.loss_mask: 0.4378, decode.d5.loss_dice: 0.6844, decode.d6.loss_cls: 0.1816, decode.d6.loss_mask: 0.4326, decode.d6.loss_dice: 0.6768, decode.d7.loss_cls: 0.1751, decode.d7.loss_mask: 0.4342, decode.d7.loss_dice: 0.6749, decode.d8.loss_cls: 0.1735, decode.d8.loss_mask: 0.4354, decode.d8.loss_dice: 0.6778, loss: 14.9260 2022-04-27 21:47:08,378 - mmseg - INFO - Iter [149650/160000] lr: 9.289e-08, eta: 3:07:24, time: 1.080, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1609, decode.loss_mask: 0.4206, decode.loss_dice: 0.6654, decode.d0.loss_cls: 1.7805, decode.d0.loss_mask: 0.4615, decode.d0.loss_dice: 0.7592, decode.d1.loss_cls: 0.2455, decode.d1.loss_mask: 0.4383, decode.d1.loss_dice: 0.7024, decode.d2.loss_cls: 0.2089, decode.d2.loss_mask: 0.4287, decode.d2.loss_dice: 0.6856, decode.d3.loss_cls: 0.1801, decode.d3.loss_mask: 0.4271, decode.d3.loss_dice: 0.6772, decode.d4.loss_cls: 0.1867, decode.d4.loss_mask: 0.4248, decode.d4.loss_dice: 0.6732, decode.d5.loss_cls: 0.1719, decode.d5.loss_mask: 0.4231, decode.d5.loss_dice: 0.6693, decode.d6.loss_cls: 0.1691, decode.d6.loss_mask: 0.4218, decode.d6.loss_dice: 0.6675, decode.d7.loss_cls: 0.1681, decode.d7.loss_mask: 0.4208, decode.d7.loss_dice: 0.6627, decode.d8.loss_cls: 0.1669, decode.d8.loss_mask: 0.4207, decode.d8.loss_dice: 0.6599, loss: 14.5485 2022-04-27 21:48:04,136 - mmseg - INFO - Iter [149700/160000] lr: 9.244e-08, eta: 3:06:30, time: 1.115, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1646, decode.loss_mask: 0.4175, decode.loss_dice: 0.6684, decode.d0.loss_cls: 1.8163, decode.d0.loss_mask: 0.4574, decode.d0.loss_dice: 0.7649, decode.d1.loss_cls: 0.2557, decode.d1.loss_mask: 0.4329, decode.d1.loss_dice: 0.7054, decode.d2.loss_cls: 0.2036, decode.d2.loss_mask: 0.4260, decode.d2.loss_dice: 0.6935, decode.d3.loss_cls: 0.1828, decode.d3.loss_mask: 0.4212, decode.d3.loss_dice: 0.6779, decode.d4.loss_cls: 0.1773, decode.d4.loss_mask: 0.4195, decode.d4.loss_dice: 0.6743, decode.d5.loss_cls: 0.1643, decode.d5.loss_mask: 0.4204, decode.d5.loss_dice: 0.6729, decode.d6.loss_cls: 0.1687, decode.d6.loss_mask: 0.4189, decode.d6.loss_dice: 0.6686, decode.d7.loss_cls: 0.1607, decode.d7.loss_mask: 0.4185, decode.d7.loss_dice: 0.6698, decode.d8.loss_cls: 0.1620, decode.d8.loss_mask: 0.4174, decode.d8.loss_dice: 0.6696, loss: 14.5712 2022-04-27 21:48:59,463 - mmseg - INFO - Iter [149750/160000] lr: 9.199e-08, eta: 3:05:35, time: 1.106, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1893, decode.loss_mask: 0.4237, decode.loss_dice: 0.6790, decode.d0.loss_cls: 1.8394, decode.d0.loss_mask: 0.4674, decode.d0.loss_dice: 0.7845, decode.d1.loss_cls: 0.2598, decode.d1.loss_mask: 0.4444, decode.d1.loss_dice: 0.7236, decode.d2.loss_cls: 0.2145, decode.d2.loss_mask: 0.4361, decode.d2.loss_dice: 0.7038, decode.d3.loss_cls: 0.2003, decode.d3.loss_mask: 0.4305, decode.d3.loss_dice: 0.6915, decode.d4.loss_cls: 0.1905, decode.d4.loss_mask: 0.4304, decode.d4.loss_dice: 0.6884, decode.d5.loss_cls: 0.2008, decode.d5.loss_mask: 0.4281, decode.d5.loss_dice: 0.6867, decode.d6.loss_cls: 0.1915, decode.d6.loss_mask: 0.4262, decode.d6.loss_dice: 0.6820, decode.d7.loss_cls: 0.1888, decode.d7.loss_mask: 0.4253, decode.d7.loss_dice: 0.6800, decode.d8.loss_cls: 0.1835, decode.d8.loss_mask: 0.4246, decode.d8.loss_dice: 0.6850, loss: 14.9997 2022-04-27 21:49:53,942 - mmseg - INFO - Iter [149800/160000] lr: 9.154e-08, eta: 3:04:41, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1731, decode.loss_mask: 0.4273, decode.loss_dice: 0.6725, decode.d0.loss_cls: 1.7936, decode.d0.loss_mask: 0.4703, decode.d0.loss_dice: 0.7725, decode.d1.loss_cls: 0.2529, decode.d1.loss_mask: 0.4436, decode.d1.loss_dice: 0.7110, decode.d2.loss_cls: 0.2139, decode.d2.loss_mask: 0.4356, decode.d2.loss_dice: 0.6898, decode.d3.loss_cls: 0.1875, decode.d3.loss_mask: 0.4302, decode.d3.loss_dice: 0.6783, decode.d4.loss_cls: 0.1829, decode.d4.loss_mask: 0.4297, decode.d4.loss_dice: 0.6773, decode.d5.loss_cls: 0.1767, decode.d5.loss_mask: 0.4292, decode.d5.loss_dice: 0.6757, decode.d6.loss_cls: 0.1744, decode.d6.loss_mask: 0.4284, decode.d6.loss_dice: 0.6726, decode.d7.loss_cls: 0.1713, decode.d7.loss_mask: 0.4289, decode.d7.loss_dice: 0.6698, decode.d8.loss_cls: 0.1744, decode.d8.loss_mask: 0.4272, decode.d8.loss_dice: 0.6697, loss: 14.7400 2022-04-27 21:50:48,423 - mmseg - INFO - Iter [149850/160000] lr: 9.109e-08, eta: 3:03:47, time: 1.090, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1729, decode.loss_mask: 0.4261, decode.loss_dice: 0.6696, decode.d0.loss_cls: 1.8847, decode.d0.loss_mask: 0.4703, decode.d0.loss_dice: 0.7783, decode.d1.loss_cls: 0.2549, decode.d1.loss_mask: 0.4445, decode.d1.loss_dice: 0.7171, decode.d2.loss_cls: 0.2159, decode.d2.loss_mask: 0.4330, decode.d2.loss_dice: 0.6938, decode.d3.loss_cls: 0.1901, decode.d3.loss_mask: 0.4292, decode.d3.loss_dice: 0.6810, decode.d4.loss_cls: 0.1827, decode.d4.loss_mask: 0.4289, decode.d4.loss_dice: 0.6778, decode.d5.loss_cls: 0.1808, decode.d5.loss_mask: 0.4273, decode.d5.loss_dice: 0.6800, decode.d6.loss_cls: 0.1788, decode.d6.loss_mask: 0.4257, decode.d6.loss_dice: 0.6740, decode.d7.loss_cls: 0.1703, decode.d7.loss_mask: 0.4256, decode.d7.loss_dice: 0.6758, decode.d8.loss_cls: 0.1704, decode.d8.loss_mask: 0.4268, decode.d8.loss_dice: 0.6715, loss: 14.8579 2022-04-27 21:51:43,667 - mmseg - INFO - Iter [149900/160000] lr: 9.064e-08, eta: 3:02:52, time: 1.105, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1688, decode.loss_mask: 0.4107, decode.loss_dice: 0.6670, decode.d0.loss_cls: 1.8340, decode.d0.loss_mask: 0.4496, decode.d0.loss_dice: 0.7653, decode.d1.loss_cls: 0.2492, decode.d1.loss_mask: 0.4233, decode.d1.loss_dice: 0.7056, decode.d2.loss_cls: 0.2110, decode.d2.loss_mask: 0.4191, decode.d2.loss_dice: 0.6894, decode.d3.loss_cls: 0.1975, decode.d3.loss_mask: 0.4138, decode.d3.loss_dice: 0.6746, decode.d4.loss_cls: 0.1814, decode.d4.loss_mask: 0.4132, decode.d4.loss_dice: 0.6726, decode.d5.loss_cls: 0.1788, decode.d5.loss_mask: 0.4135, decode.d5.loss_dice: 0.6728, decode.d6.loss_cls: 0.1743, decode.d6.loss_mask: 0.4120, decode.d6.loss_dice: 0.6679, decode.d7.loss_cls: 0.1764, decode.d7.loss_mask: 0.4128, decode.d7.loss_dice: 0.6688, decode.d8.loss_cls: 0.1681, decode.d8.loss_mask: 0.4113, decode.d8.loss_dice: 0.6670, loss: 14.5699 2022-04-27 21:52:39,143 - mmseg - INFO - Iter [149950/160000] lr: 9.019e-08, eta: 3:01:58, time: 1.110, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1580, decode.loss_mask: 0.4286, decode.loss_dice: 0.6727, decode.d0.loss_cls: 1.8374, decode.d0.loss_mask: 0.4694, decode.d0.loss_dice: 0.7628, decode.d1.loss_cls: 0.2519, decode.d1.loss_mask: 0.4421, decode.d1.loss_dice: 0.7081, decode.d2.loss_cls: 0.2088, decode.d2.loss_mask: 0.4358, decode.d2.loss_dice: 0.6917, decode.d3.loss_cls: 0.1878, decode.d3.loss_mask: 0.4326, decode.d3.loss_dice: 0.6769, decode.d4.loss_cls: 0.1753, decode.d4.loss_mask: 0.4321, decode.d4.loss_dice: 0.6754, decode.d5.loss_cls: 0.1697, decode.d5.loss_mask: 0.4318, decode.d5.loss_dice: 0.6787, decode.d6.loss_cls: 0.1655, decode.d6.loss_mask: 0.4289, decode.d6.loss_dice: 0.6698, decode.d7.loss_cls: 0.1599, decode.d7.loss_mask: 0.4289, decode.d7.loss_dice: 0.6723, decode.d8.loss_cls: 0.1581, decode.d8.loss_mask: 0.4288, decode.d8.loss_dice: 0.6705, loss: 14.7103 2022-04-27 21:53:34,432 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 21:53:34,434 - mmseg - INFO - Iter [150000/160000] lr: 8.975e-08, eta: 3:01:04, time: 1.106, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1721, decode.loss_mask: 0.4326, decode.loss_dice: 0.6770, decode.d0.loss_cls: 1.7948, decode.d0.loss_mask: 0.4807, decode.d0.loss_dice: 0.7760, decode.d1.loss_cls: 0.2472, decode.d1.loss_mask: 0.4502, decode.d1.loss_dice: 0.7136, decode.d2.loss_cls: 0.2108, decode.d2.loss_mask: 0.4425, decode.d2.loss_dice: 0.6964, decode.d3.loss_cls: 0.1865, decode.d3.loss_mask: 0.4377, decode.d3.loss_dice: 0.6867, decode.d4.loss_cls: 0.1779, decode.d4.loss_mask: 0.4367, decode.d4.loss_dice: 0.6879, decode.d5.loss_cls: 0.1808, decode.d5.loss_mask: 0.4352, decode.d5.loss_dice: 0.6811, decode.d6.loss_cls: 0.1715, decode.d6.loss_mask: 0.4353, decode.d6.loss_dice: 0.6778, decode.d7.loss_cls: 0.1668, decode.d7.loss_mask: 0.4340, decode.d7.loss_dice: 0.6812, decode.d8.loss_cls: 0.1671, decode.d8.loss_mask: 0.4342, decode.d8.loss_dice: 0.6803, loss: 14.8526 2022-04-27 21:54:29,306 - mmseg - INFO - Iter [150050/160000] lr: 8.930e-08, eta: 3:00:10, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1722, decode.loss_mask: 0.4081, decode.loss_dice: 0.6555, decode.d0.loss_cls: 1.8482, decode.d0.loss_mask: 0.4508, decode.d0.loss_dice: 0.7608, decode.d1.loss_cls: 0.2441, decode.d1.loss_mask: 0.4258, decode.d1.loss_dice: 0.6920, decode.d2.loss_cls: 0.2107, decode.d2.loss_mask: 0.4181, decode.d2.loss_dice: 0.6751, decode.d3.loss_cls: 0.1931, decode.d3.loss_mask: 0.4119, decode.d3.loss_dice: 0.6635, decode.d4.loss_cls: 0.1866, decode.d4.loss_mask: 0.4113, decode.d4.loss_dice: 0.6592, decode.d5.loss_cls: 0.1752, decode.d5.loss_mask: 0.4109, decode.d5.loss_dice: 0.6629, decode.d6.loss_cls: 0.1715, decode.d6.loss_mask: 0.4085, decode.d6.loss_dice: 0.6593, decode.d7.loss_cls: 0.1701, decode.d7.loss_mask: 0.4083, decode.d7.loss_dice: 0.6602, decode.d8.loss_cls: 0.1739, decode.d8.loss_mask: 0.4065, decode.d8.loss_dice: 0.6542, loss: 14.4487 2022-04-27 21:55:22,569 - mmseg - INFO - Iter [150100/160000] lr: 8.885e-08, eta: 2:59:15, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1627, decode.loss_mask: 0.4117, decode.loss_dice: 0.6503, decode.d0.loss_cls: 1.8383, decode.d0.loss_mask: 0.4572, decode.d0.loss_dice: 0.7586, decode.d1.loss_cls: 0.2446, decode.d1.loss_mask: 0.4293, decode.d1.loss_dice: 0.6885, decode.d2.loss_cls: 0.2029, decode.d2.loss_mask: 0.4208, decode.d2.loss_dice: 0.6748, decode.d3.loss_cls: 0.1863, decode.d3.loss_mask: 0.4162, decode.d3.loss_dice: 0.6641, decode.d4.loss_cls: 0.1760, decode.d4.loss_mask: 0.4159, decode.d4.loss_dice: 0.6649, decode.d5.loss_cls: 0.1676, decode.d5.loss_mask: 0.4146, decode.d5.loss_dice: 0.6604, decode.d6.loss_cls: 0.1663, decode.d6.loss_mask: 0.4132, decode.d6.loss_dice: 0.6557, decode.d7.loss_cls: 0.1626, decode.d7.loss_mask: 0.4137, decode.d7.loss_dice: 0.6575, decode.d8.loss_cls: 0.1666, decode.d8.loss_mask: 0.4132, decode.d8.loss_dice: 0.6561, loss: 14.4105 2022-04-27 21:56:17,213 - mmseg - INFO - Iter [150150/160000] lr: 8.840e-08, eta: 2:58:21, time: 1.093, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1690, decode.loss_mask: 0.4324, decode.loss_dice: 0.6834, decode.d0.loss_cls: 1.8227, decode.d0.loss_mask: 0.4772, decode.d0.loss_dice: 0.7884, decode.d1.loss_cls: 0.2414, decode.d1.loss_mask: 0.4496, decode.d1.loss_dice: 0.7276, decode.d2.loss_cls: 0.2077, decode.d2.loss_mask: 0.4405, decode.d2.loss_dice: 0.7085, decode.d3.loss_cls: 0.1912, decode.d3.loss_mask: 0.4376, decode.d3.loss_dice: 0.6907, decode.d4.loss_cls: 0.1813, decode.d4.loss_mask: 0.4377, decode.d4.loss_dice: 0.6934, decode.d5.loss_cls: 0.1790, decode.d5.loss_mask: 0.4349, decode.d5.loss_dice: 0.6898, decode.d6.loss_cls: 0.1757, decode.d6.loss_mask: 0.4334, decode.d6.loss_dice: 0.6851, decode.d7.loss_cls: 0.1715, decode.d7.loss_mask: 0.4329, decode.d7.loss_dice: 0.6868, decode.d8.loss_cls: 0.1738, decode.d8.loss_mask: 0.4333, decode.d8.loss_dice: 0.6857, loss: 14.9619 2022-04-27 21:57:11,999 - mmseg - INFO - Iter [150200/160000] lr: 8.795e-08, eta: 2:57:27, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1565, decode.loss_mask: 0.4205, decode.loss_dice: 0.6759, decode.d0.loss_cls: 1.7714, decode.d0.loss_mask: 0.4640, decode.d0.loss_dice: 0.7788, decode.d1.loss_cls: 0.2296, decode.d1.loss_mask: 0.4364, decode.d1.loss_dice: 0.7136, decode.d2.loss_cls: 0.1973, decode.d2.loss_mask: 0.4259, decode.d2.loss_dice: 0.6932, decode.d3.loss_cls: 0.1700, decode.d3.loss_mask: 0.4231, decode.d3.loss_dice: 0.6815, decode.d4.loss_cls: 0.1689, decode.d4.loss_mask: 0.4221, decode.d4.loss_dice: 0.6804, decode.d5.loss_cls: 0.1632, decode.d5.loss_mask: 0.4211, decode.d5.loss_dice: 0.6776, decode.d6.loss_cls: 0.1571, decode.d6.loss_mask: 0.4205, decode.d6.loss_dice: 0.6734, decode.d7.loss_cls: 0.1556, decode.d7.loss_mask: 0.4200, decode.d7.loss_dice: 0.6751, decode.d8.loss_cls: 0.1556, decode.d8.loss_mask: 0.4194, decode.d8.loss_dice: 0.6748, loss: 14.5225 2022-04-27 21:58:07,263 - mmseg - INFO - Iter [150250/160000] lr: 8.750e-08, eta: 2:56:32, time: 1.105, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1904, decode.loss_mask: 0.4164, decode.loss_dice: 0.6650, decode.d0.loss_cls: 1.8577, decode.d0.loss_mask: 0.4573, decode.d0.loss_dice: 0.7752, decode.d1.loss_cls: 0.2782, decode.d1.loss_mask: 0.4297, decode.d1.loss_dice: 0.7048, decode.d2.loss_cls: 0.2376, decode.d2.loss_mask: 0.4246, decode.d2.loss_dice: 0.6877, decode.d3.loss_cls: 0.2196, decode.d3.loss_mask: 0.4219, decode.d3.loss_dice: 0.6742, decode.d4.loss_cls: 0.2048, decode.d4.loss_mask: 0.4190, decode.d4.loss_dice: 0.6714, decode.d5.loss_cls: 0.1998, decode.d5.loss_mask: 0.4182, decode.d5.loss_dice: 0.6686, decode.d6.loss_cls: 0.1921, decode.d6.loss_mask: 0.4166, decode.d6.loss_dice: 0.6700, decode.d7.loss_cls: 0.1917, decode.d7.loss_mask: 0.4159, decode.d7.loss_dice: 0.6679, decode.d8.loss_cls: 0.1922, decode.d8.loss_mask: 0.4161, decode.d8.loss_dice: 0.6670, loss: 14.8516 2022-04-27 21:59:03,797 - mmseg - INFO - Iter [150300/160000] lr: 8.705e-08, eta: 2:55:38, time: 1.131, data_time: 0.066, memory: 64049, decode.loss_cls: 0.1530, decode.loss_mask: 0.4125, decode.loss_dice: 0.6523, decode.d0.loss_cls: 1.8241, decode.d0.loss_mask: 0.4575, decode.d0.loss_dice: 0.7474, decode.d1.loss_cls: 0.2399, decode.d1.loss_mask: 0.4299, decode.d1.loss_dice: 0.6938, decode.d2.loss_cls: 0.1970, decode.d2.loss_mask: 0.4201, decode.d2.loss_dice: 0.6753, decode.d3.loss_cls: 0.1710, decode.d3.loss_mask: 0.4172, decode.d3.loss_dice: 0.6616, decode.d4.loss_cls: 0.1661, decode.d4.loss_mask: 0.4176, decode.d4.loss_dice: 0.6608, decode.d5.loss_cls: 0.1621, decode.d5.loss_mask: 0.4167, decode.d5.loss_dice: 0.6592, decode.d6.loss_cls: 0.1577, decode.d6.loss_mask: 0.4146, decode.d6.loss_dice: 0.6542, decode.d7.loss_cls: 0.1537, decode.d7.loss_mask: 0.4140, decode.d7.loss_dice: 0.6555, decode.d8.loss_cls: 0.1474, decode.d8.loss_mask: 0.4123, decode.d8.loss_dice: 0.6516, loss: 14.2958 2022-04-27 21:59:58,605 - mmseg - INFO - Iter [150350/160000] lr: 8.661e-08, eta: 2:54:44, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1611, decode.loss_mask: 0.4046, decode.loss_dice: 0.6395, decode.d0.loss_cls: 1.8684, decode.d0.loss_mask: 0.4486, decode.d0.loss_dice: 0.7394, decode.d1.loss_cls: 0.2430, decode.d1.loss_mask: 0.4243, decode.d1.loss_dice: 0.6821, decode.d2.loss_cls: 0.1969, decode.d2.loss_mask: 0.4160, decode.d2.loss_dice: 0.6659, decode.d3.loss_cls: 0.1745, decode.d3.loss_mask: 0.4112, decode.d3.loss_dice: 0.6532, decode.d4.loss_cls: 0.1651, decode.d4.loss_mask: 0.4091, decode.d4.loss_dice: 0.6515, decode.d5.loss_cls: 0.1648, decode.d5.loss_mask: 0.4085, decode.d5.loss_dice: 0.6470, decode.d6.loss_cls: 0.1605, decode.d6.loss_mask: 0.4088, decode.d6.loss_dice: 0.6475, decode.d7.loss_cls: 0.1601, decode.d7.loss_mask: 0.4065, decode.d7.loss_dice: 0.6452, decode.d8.loss_cls: 0.1600, decode.d8.loss_mask: 0.4058, decode.d8.loss_dice: 0.6456, loss: 14.2146 2022-04-27 22:00:53,302 - mmseg - INFO - Iter [150400/160000] lr: 8.616e-08, eta: 2:53:50, time: 1.094, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1580, decode.loss_mask: 0.4419, decode.loss_dice: 0.6759, decode.d0.loss_cls: 1.8014, decode.d0.loss_mask: 0.4814, decode.d0.loss_dice: 0.7738, decode.d1.loss_cls: 0.2550, decode.d1.loss_mask: 0.4551, decode.d1.loss_dice: 0.7133, decode.d2.loss_cls: 0.1966, decode.d2.loss_mask: 0.4502, decode.d2.loss_dice: 0.6970, decode.d3.loss_cls: 0.1801, decode.d3.loss_mask: 0.4462, decode.d3.loss_dice: 0.6819, decode.d4.loss_cls: 0.1743, decode.d4.loss_mask: 0.4447, decode.d4.loss_dice: 0.6776, decode.d5.loss_cls: 0.1721, decode.d5.loss_mask: 0.4454, decode.d5.loss_dice: 0.6765, decode.d6.loss_cls: 0.1693, decode.d6.loss_mask: 0.4446, decode.d6.loss_dice: 0.6801, decode.d7.loss_cls: 0.1623, decode.d7.loss_mask: 0.4429, decode.d7.loss_dice: 0.6792, decode.d8.loss_cls: 0.1582, decode.d8.loss_mask: 0.4442, decode.d8.loss_dice: 0.6758, loss: 14.8549 2022-04-27 22:01:47,889 - mmseg - INFO - Iter [150450/160000] lr: 8.571e-08, eta: 2:52:55, time: 1.092, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1695, decode.loss_mask: 0.4140, decode.loss_dice: 0.6671, decode.d0.loss_cls: 1.8481, decode.d0.loss_mask: 0.4575, decode.d0.loss_dice: 0.7688, decode.d1.loss_cls: 0.2538, decode.d1.loss_mask: 0.4328, decode.d1.loss_dice: 0.7090, decode.d2.loss_cls: 0.2147, decode.d2.loss_mask: 0.4242, decode.d2.loss_dice: 0.6878, decode.d3.loss_cls: 0.1990, decode.d3.loss_mask: 0.4187, decode.d3.loss_dice: 0.6732, decode.d4.loss_cls: 0.1820, decode.d4.loss_mask: 0.4173, decode.d4.loss_dice: 0.6707, decode.d5.loss_cls: 0.1810, decode.d5.loss_mask: 0.4156, decode.d5.loss_dice: 0.6698, decode.d6.loss_cls: 0.1773, decode.d6.loss_mask: 0.4162, decode.d6.loss_dice: 0.6662, decode.d7.loss_cls: 0.1685, decode.d7.loss_mask: 0.4157, decode.d7.loss_dice: 0.6689, decode.d8.loss_cls: 0.1674, decode.d8.loss_mask: 0.4161, decode.d8.loss_dice: 0.6653, loss: 14.6360 2022-04-27 22:02:42,569 - mmseg - INFO - Iter [150500/160000] lr: 8.526e-08, eta: 2:52:01, time: 1.094, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1516, decode.loss_mask: 0.4214, decode.loss_dice: 0.6611, decode.d0.loss_cls: 1.7284, decode.d0.loss_mask: 0.4612, decode.d0.loss_dice: 0.7579, decode.d1.loss_cls: 0.2309, decode.d1.loss_mask: 0.4353, decode.d1.loss_dice: 0.6943, decode.d2.loss_cls: 0.1831, decode.d2.loss_mask: 0.4283, decode.d2.loss_dice: 0.6824, decode.d3.loss_cls: 0.1692, decode.d3.loss_mask: 0.4264, decode.d3.loss_dice: 0.6674, decode.d4.loss_cls: 0.1614, decode.d4.loss_mask: 0.4258, decode.d4.loss_dice: 0.6751, decode.d5.loss_cls: 0.1543, decode.d5.loss_mask: 0.4239, decode.d5.loss_dice: 0.6656, decode.d6.loss_cls: 0.1550, decode.d6.loss_mask: 0.4243, decode.d6.loss_dice: 0.6672, decode.d7.loss_cls: 0.1536, decode.d7.loss_mask: 0.4209, decode.d7.loss_dice: 0.6631, decode.d8.loss_cls: 0.1523, decode.d8.loss_mask: 0.4209, decode.d8.loss_dice: 0.6619, loss: 14.3241 2022-04-27 22:03:37,669 - mmseg - INFO - Iter [150550/160000] lr: 8.481e-08, eta: 2:51:07, time: 1.102, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1700, decode.loss_mask: 0.4206, decode.loss_dice: 0.6580, decode.d0.loss_cls: 1.8588, decode.d0.loss_mask: 0.4613, decode.d0.loss_dice: 0.7555, decode.d1.loss_cls: 0.2577, decode.d1.loss_mask: 0.4337, decode.d1.loss_dice: 0.6903, decode.d2.loss_cls: 0.2152, decode.d2.loss_mask: 0.4279, decode.d2.loss_dice: 0.6776, decode.d3.loss_cls: 0.2000, decode.d3.loss_mask: 0.4240, decode.d3.loss_dice: 0.6653, decode.d4.loss_cls: 0.1821, decode.d4.loss_mask: 0.4220, decode.d4.loss_dice: 0.6635, decode.d5.loss_cls: 0.1762, decode.d5.loss_mask: 0.4222, decode.d5.loss_dice: 0.6633, decode.d6.loss_cls: 0.1703, decode.d6.loss_mask: 0.4226, decode.d6.loss_dice: 0.6579, decode.d7.loss_cls: 0.1728, decode.d7.loss_mask: 0.4211, decode.d7.loss_dice: 0.6562, decode.d8.loss_cls: 0.1689, decode.d8.loss_mask: 0.4211, decode.d8.loss_dice: 0.6571, loss: 14.5934 2022-04-27 22:04:32,516 - mmseg - INFO - Iter [150600/160000] lr: 8.436e-08, eta: 2:50:12, time: 1.097, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1562, decode.loss_mask: 0.4321, decode.loss_dice: 0.6799, decode.d0.loss_cls: 1.7987, decode.d0.loss_mask: 0.4746, decode.d0.loss_dice: 0.7658, decode.d1.loss_cls: 0.2371, decode.d1.loss_mask: 0.4462, decode.d1.loss_dice: 0.7140, decode.d2.loss_cls: 0.1960, decode.d2.loss_mask: 0.4415, decode.d2.loss_dice: 0.6961, decode.d3.loss_cls: 0.1718, decode.d3.loss_mask: 0.4380, decode.d3.loss_dice: 0.6879, decode.d4.loss_cls: 0.1665, decode.d4.loss_mask: 0.4342, decode.d4.loss_dice: 0.6835, decode.d5.loss_cls: 0.1652, decode.d5.loss_mask: 0.4338, decode.d5.loss_dice: 0.6845, decode.d6.loss_cls: 0.1579, decode.d6.loss_mask: 0.4338, decode.d6.loss_dice: 0.6805, decode.d7.loss_cls: 0.1541, decode.d7.loss_mask: 0.4336, decode.d7.loss_dice: 0.6773, decode.d8.loss_cls: 0.1576, decode.d8.loss_mask: 0.4321, decode.d8.loss_dice: 0.6766, loss: 14.7070 2022-04-27 22:05:25,719 - mmseg - INFO - Iter [150650/160000] lr: 8.391e-08, eta: 2:49:18, time: 1.064, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1683, decode.loss_mask: 0.4100, decode.loss_dice: 0.6444, decode.d0.loss_cls: 1.7833, decode.d0.loss_mask: 0.4508, decode.d0.loss_dice: 0.7335, decode.d1.loss_cls: 0.2356, decode.d1.loss_mask: 0.4245, decode.d1.loss_dice: 0.6779, decode.d2.loss_cls: 0.2023, decode.d2.loss_mask: 0.4139, decode.d2.loss_dice: 0.6572, decode.d3.loss_cls: 0.1813, decode.d3.loss_mask: 0.4113, decode.d3.loss_dice: 0.6488, decode.d4.loss_cls: 0.1724, decode.d4.loss_mask: 0.4106, decode.d4.loss_dice: 0.6474, decode.d5.loss_cls: 0.1734, decode.d5.loss_mask: 0.4083, decode.d5.loss_dice: 0.6476, decode.d6.loss_cls: 0.1649, decode.d6.loss_mask: 0.4093, decode.d6.loss_dice: 0.6449, decode.d7.loss_cls: 0.1659, decode.d7.loss_mask: 0.4077, decode.d7.loss_dice: 0.6461, decode.d8.loss_cls: 0.1674, decode.d8.loss_mask: 0.4082, decode.d8.loss_dice: 0.6416, loss: 14.1588 2022-04-27 22:06:20,495 - mmseg - INFO - Iter [150700/160000] lr: 8.346e-08, eta: 2:48:24, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1419, decode.loss_mask: 0.4240, decode.loss_dice: 0.6627, decode.d0.loss_cls: 1.8081, decode.d0.loss_mask: 0.4603, decode.d0.loss_dice: 0.7553, decode.d1.loss_cls: 0.2216, decode.d1.loss_mask: 0.4382, decode.d1.loss_dice: 0.6964, decode.d2.loss_cls: 0.1786, decode.d2.loss_mask: 0.4309, decode.d2.loss_dice: 0.6771, decode.d3.loss_cls: 0.1558, decode.d3.loss_mask: 0.4283, decode.d3.loss_dice: 0.6713, decode.d4.loss_cls: 0.1506, decode.d4.loss_mask: 0.4259, decode.d4.loss_dice: 0.6670, decode.d5.loss_cls: 0.1477, decode.d5.loss_mask: 0.4256, decode.d5.loss_dice: 0.6693, decode.d6.loss_cls: 0.1394, decode.d6.loss_mask: 0.4256, decode.d6.loss_dice: 0.6609, decode.d7.loss_cls: 0.1459, decode.d7.loss_mask: 0.4242, decode.d7.loss_dice: 0.6629, decode.d8.loss_cls: 0.1406, decode.d8.loss_mask: 0.4243, decode.d8.loss_dice: 0.6627, loss: 14.3231 2022-04-27 22:07:14,155 - mmseg - INFO - Iter [150750/160000] lr: 8.302e-08, eta: 2:47:29, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1469, decode.loss_mask: 0.4094, decode.loss_dice: 0.6530, decode.d0.loss_cls: 1.7605, decode.d0.loss_mask: 0.4513, decode.d0.loss_dice: 0.7515, decode.d1.loss_cls: 0.2246, decode.d1.loss_mask: 0.4254, decode.d1.loss_dice: 0.6873, decode.d2.loss_cls: 0.1861, decode.d2.loss_mask: 0.4169, decode.d2.loss_dice: 0.6665, decode.d3.loss_cls: 0.1697, decode.d3.loss_mask: 0.4138, decode.d3.loss_dice: 0.6586, decode.d4.loss_cls: 0.1618, decode.d4.loss_mask: 0.4126, decode.d4.loss_dice: 0.6603, decode.d5.loss_cls: 0.1559, decode.d5.loss_mask: 0.4110, decode.d5.loss_dice: 0.6554, decode.d6.loss_cls: 0.1506, decode.d6.loss_mask: 0.4101, decode.d6.loss_dice: 0.6513, decode.d7.loss_cls: 0.1447, decode.d7.loss_mask: 0.4105, decode.d7.loss_dice: 0.6516, decode.d8.loss_cls: 0.1455, decode.d8.loss_mask: 0.4098, decode.d8.loss_dice: 0.6508, loss: 14.1033 2022-04-27 22:08:09,386 - mmseg - INFO - Iter [150800/160000] lr: 8.257e-08, eta: 2:46:35, time: 1.105, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1696, decode.loss_mask: 0.4326, decode.loss_dice: 0.6733, decode.d0.loss_cls: 1.7738, decode.d0.loss_mask: 0.4798, decode.d0.loss_dice: 0.7667, decode.d1.loss_cls: 0.2534, decode.d1.loss_mask: 0.4520, decode.d1.loss_dice: 0.7140, decode.d2.loss_cls: 0.2029, decode.d2.loss_mask: 0.4445, decode.d2.loss_dice: 0.6969, decode.d3.loss_cls: 0.1856, decode.d3.loss_mask: 0.4384, decode.d3.loss_dice: 0.6810, decode.d4.loss_cls: 0.1851, decode.d4.loss_mask: 0.4368, decode.d4.loss_dice: 0.6802, decode.d5.loss_cls: 0.1728, decode.d5.loss_mask: 0.4361, decode.d5.loss_dice: 0.6817, decode.d6.loss_cls: 0.1697, decode.d6.loss_mask: 0.4355, decode.d6.loss_dice: 0.6756, decode.d7.loss_cls: 0.1703, decode.d7.loss_mask: 0.4347, decode.d7.loss_dice: 0.6690, decode.d8.loss_cls: 0.1649, decode.d8.loss_mask: 0.4325, decode.d8.loss_dice: 0.6716, loss: 14.7812 2022-04-27 22:09:05,011 - mmseg - INFO - Iter [150850/160000] lr: 8.212e-08, eta: 2:45:41, time: 1.112, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1618, decode.loss_mask: 0.4246, decode.loss_dice: 0.6513, decode.d0.loss_cls: 1.7990, decode.d0.loss_mask: 0.4699, decode.d0.loss_dice: 0.7473, decode.d1.loss_cls: 0.2412, decode.d1.loss_mask: 0.4419, decode.d1.loss_dice: 0.6907, decode.d2.loss_cls: 0.2026, decode.d2.loss_mask: 0.4318, decode.d2.loss_dice: 0.6737, decode.d3.loss_cls: 0.1891, decode.d3.loss_mask: 0.4271, decode.d3.loss_dice: 0.6609, decode.d4.loss_cls: 0.1719, decode.d4.loss_mask: 0.4272, decode.d4.loss_dice: 0.6627, decode.d5.loss_cls: 0.1685, decode.d5.loss_mask: 0.4257, decode.d5.loss_dice: 0.6607, decode.d6.loss_cls: 0.1664, decode.d6.loss_mask: 0.4260, decode.d6.loss_dice: 0.6550, decode.d7.loss_cls: 0.1686, decode.d7.loss_mask: 0.4243, decode.d7.loss_dice: 0.6541, decode.d8.loss_cls: 0.1647, decode.d8.loss_mask: 0.4248, decode.d8.loss_dice: 0.6525, loss: 14.4663 2022-04-27 22:09:59,838 - mmseg - INFO - Iter [150900/160000] lr: 8.167e-08, eta: 2:44:47, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1644, decode.loss_mask: 0.4253, decode.loss_dice: 0.6632, decode.d0.loss_cls: 1.7932, decode.d0.loss_mask: 0.4675, decode.d0.loss_dice: 0.7573, decode.d1.loss_cls: 0.2487, decode.d1.loss_mask: 0.4424, decode.d1.loss_dice: 0.6967, decode.d2.loss_cls: 0.2098, decode.d2.loss_mask: 0.4346, decode.d2.loss_dice: 0.6823, decode.d3.loss_cls: 0.1931, decode.d3.loss_mask: 0.4293, decode.d3.loss_dice: 0.6676, decode.d4.loss_cls: 0.1808, decode.d4.loss_mask: 0.4288, decode.d4.loss_dice: 0.6686, decode.d5.loss_cls: 0.1820, decode.d5.loss_mask: 0.4274, decode.d5.loss_dice: 0.6719, decode.d6.loss_cls: 0.1723, decode.d6.loss_mask: 0.4259, decode.d6.loss_dice: 0.6614, decode.d7.loss_cls: 0.1729, decode.d7.loss_mask: 0.4246, decode.d7.loss_dice: 0.6626, decode.d8.loss_cls: 0.1683, decode.d8.loss_mask: 0.4247, decode.d8.loss_dice: 0.6662, loss: 14.6139 2022-04-27 22:10:54,379 - mmseg - INFO - Iter [150950/160000] lr: 8.122e-08, eta: 2:43:52, time: 1.091, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1498, decode.loss_mask: 0.4198, decode.loss_dice: 0.6671, decode.d0.loss_cls: 1.8021, decode.d0.loss_mask: 0.4633, decode.d0.loss_dice: 0.7628, decode.d1.loss_cls: 0.2344, decode.d1.loss_mask: 0.4360, decode.d1.loss_dice: 0.7049, decode.d2.loss_cls: 0.1930, decode.d2.loss_mask: 0.4283, decode.d2.loss_dice: 0.6898, decode.d3.loss_cls: 0.1721, decode.d3.loss_mask: 0.4252, decode.d3.loss_dice: 0.6770, decode.d4.loss_cls: 0.1675, decode.d4.loss_mask: 0.4238, decode.d4.loss_dice: 0.6756, decode.d5.loss_cls: 0.1606, decode.d5.loss_mask: 0.4231, decode.d5.loss_dice: 0.6741, decode.d6.loss_cls: 0.1550, decode.d6.loss_mask: 0.4218, decode.d6.loss_dice: 0.6691, decode.d7.loss_cls: 0.1588, decode.d7.loss_mask: 0.4202, decode.d7.loss_dice: 0.6659, decode.d8.loss_cls: 0.1491, decode.d8.loss_mask: 0.4198, decode.d8.loss_dice: 0.6689, loss: 14.4790 2022-04-27 22:11:49,711 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 22:11:49,714 - mmseg - INFO - Iter [151000/160000] lr: 8.077e-08, eta: 2:42:58, time: 1.107, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1766, decode.loss_mask: 0.4238, decode.loss_dice: 0.6908, decode.d0.loss_cls: 1.8268, decode.d0.loss_mask: 0.4639, decode.d0.loss_dice: 0.7955, decode.d1.loss_cls: 0.2448, decode.d1.loss_mask: 0.4428, decode.d1.loss_dice: 0.7325, decode.d2.loss_cls: 0.2074, decode.d2.loss_mask: 0.4328, decode.d2.loss_dice: 0.7117, decode.d3.loss_cls: 0.1928, decode.d3.loss_mask: 0.4272, decode.d3.loss_dice: 0.6982, decode.d4.loss_cls: 0.1865, decode.d4.loss_mask: 0.4281, decode.d4.loss_dice: 0.7009, decode.d5.loss_cls: 0.1828, decode.d5.loss_mask: 0.4247, decode.d5.loss_dice: 0.6950, decode.d6.loss_cls: 0.1789, decode.d6.loss_mask: 0.4255, decode.d6.loss_dice: 0.6941, decode.d7.loss_cls: 0.1746, decode.d7.loss_mask: 0.4245, decode.d7.loss_dice: 0.6906, decode.d8.loss_cls: 0.1703, decode.d8.loss_mask: 0.4253, decode.d8.loss_dice: 0.6938, loss: 14.9633 2022-04-27 22:12:44,113 - mmseg - INFO - Iter [151050/160000] lr: 8.032e-08, eta: 2:42:04, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1535, decode.loss_mask: 0.4061, decode.loss_dice: 0.6685, decode.d0.loss_cls: 1.8140, decode.d0.loss_mask: 0.4476, decode.d0.loss_dice: 0.7629, decode.d1.loss_cls: 0.2282, decode.d1.loss_mask: 0.4239, decode.d1.loss_dice: 0.7067, decode.d2.loss_cls: 0.1934, decode.d2.loss_mask: 0.4156, decode.d2.loss_dice: 0.6851, decode.d3.loss_cls: 0.1729, decode.d3.loss_mask: 0.4127, decode.d3.loss_dice: 0.6741, decode.d4.loss_cls: 0.1660, decode.d4.loss_mask: 0.4104, decode.d4.loss_dice: 0.6728, decode.d5.loss_cls: 0.1609, decode.d5.loss_mask: 0.4093, decode.d5.loss_dice: 0.6704, decode.d6.loss_cls: 0.1548, decode.d6.loss_mask: 0.4094, decode.d6.loss_dice: 0.6686, decode.d7.loss_cls: 0.1580, decode.d7.loss_mask: 0.4068, decode.d7.loss_dice: 0.6631, decode.d8.loss_cls: 0.1497, decode.d8.loss_mask: 0.4068, decode.d8.loss_dice: 0.6644, loss: 14.3365 2022-04-27 22:13:39,072 - mmseg - INFO - Iter [151100/160000] lr: 7.988e-08, eta: 2:41:09, time: 1.099, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1665, decode.loss_mask: 0.4211, decode.loss_dice: 0.6665, decode.d0.loss_cls: 1.8177, decode.d0.loss_mask: 0.4629, decode.d0.loss_dice: 0.7735, decode.d1.loss_cls: 0.2459, decode.d1.loss_mask: 0.4327, decode.d1.loss_dice: 0.7037, decode.d2.loss_cls: 0.2002, decode.d2.loss_mask: 0.4281, decode.d2.loss_dice: 0.6890, decode.d3.loss_cls: 0.1869, decode.d3.loss_mask: 0.4262, decode.d3.loss_dice: 0.6804, decode.d4.loss_cls: 0.1823, decode.d4.loss_mask: 0.4242, decode.d4.loss_dice: 0.6776, decode.d5.loss_cls: 0.1779, decode.d5.loss_mask: 0.4224, decode.d5.loss_dice: 0.6759, decode.d6.loss_cls: 0.1725, decode.d6.loss_mask: 0.4211, decode.d6.loss_dice: 0.6709, decode.d7.loss_cls: 0.1730, decode.d7.loss_mask: 0.4212, decode.d7.loss_dice: 0.6684, decode.d8.loss_cls: 0.1673, decode.d8.loss_mask: 0.4207, decode.d8.loss_dice: 0.6704, loss: 14.6470 2022-04-27 22:14:33,858 - mmseg - INFO - Iter [151150/160000] lr: 7.943e-08, eta: 2:40:15, time: 1.096, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1659, decode.loss_mask: 0.4319, decode.loss_dice: 0.6492, decode.d0.loss_cls: 1.8301, decode.d0.loss_mask: 0.4804, decode.d0.loss_dice: 0.7533, decode.d1.loss_cls: 0.2518, decode.d1.loss_mask: 0.4512, decode.d1.loss_dice: 0.6901, decode.d2.loss_cls: 0.2064, decode.d2.loss_mask: 0.4406, decode.d2.loss_dice: 0.6689, decode.d3.loss_cls: 0.1908, decode.d3.loss_mask: 0.4363, decode.d3.loss_dice: 0.6550, decode.d4.loss_cls: 0.1809, decode.d4.loss_mask: 0.4352, decode.d4.loss_dice: 0.6577, decode.d5.loss_cls: 0.1753, decode.d5.loss_mask: 0.4355, decode.d5.loss_dice: 0.6536, decode.d6.loss_cls: 0.1695, decode.d6.loss_mask: 0.4349, decode.d6.loss_dice: 0.6539, decode.d7.loss_cls: 0.1710, decode.d7.loss_mask: 0.4340, decode.d7.loss_dice: 0.6540, decode.d8.loss_cls: 0.1676, decode.d8.loss_mask: 0.4325, decode.d8.loss_dice: 0.6530, loss: 14.6105 2022-04-27 22:15:28,001 - mmseg - INFO - Iter [151200/160000] lr: 7.898e-08, eta: 2:39:21, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1740, decode.loss_mask: 0.4440, decode.loss_dice: 0.6721, decode.d0.loss_cls: 1.8137, decode.d0.loss_mask: 0.4880, decode.d0.loss_dice: 0.7729, decode.d1.loss_cls: 0.2635, decode.d1.loss_mask: 0.4616, decode.d1.loss_dice: 0.7156, decode.d2.loss_cls: 0.2154, decode.d2.loss_mask: 0.4548, decode.d2.loss_dice: 0.6995, decode.d3.loss_cls: 0.1933, decode.d3.loss_mask: 0.4495, decode.d3.loss_dice: 0.6828, decode.d4.loss_cls: 0.1863, decode.d4.loss_mask: 0.4490, decode.d4.loss_dice: 0.6834, decode.d5.loss_cls: 0.1767, decode.d5.loss_mask: 0.4482, decode.d5.loss_dice: 0.6824, decode.d6.loss_cls: 0.1750, decode.d6.loss_mask: 0.4470, decode.d6.loss_dice: 0.6784, decode.d7.loss_cls: 0.1752, decode.d7.loss_mask: 0.4457, decode.d7.loss_dice: 0.6751, decode.d8.loss_cls: 0.1729, decode.d8.loss_mask: 0.4444, decode.d8.loss_dice: 0.6788, loss: 15.0191 2022-04-27 22:16:22,567 - mmseg - INFO - Iter [151250/160000] lr: 7.853e-08, eta: 2:38:26, time: 1.091, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1568, decode.loss_mask: 0.4152, decode.loss_dice: 0.6615, decode.d0.loss_cls: 1.8444, decode.d0.loss_mask: 0.4637, decode.d0.loss_dice: 0.7672, decode.d1.loss_cls: 0.2483, decode.d1.loss_mask: 0.4343, decode.d1.loss_dice: 0.6977, decode.d2.loss_cls: 0.1965, decode.d2.loss_mask: 0.4286, decode.d2.loss_dice: 0.6867, decode.d3.loss_cls: 0.1789, decode.d3.loss_mask: 0.4234, decode.d3.loss_dice: 0.6703, decode.d4.loss_cls: 0.1684, decode.d4.loss_mask: 0.4229, decode.d4.loss_dice: 0.6739, decode.d5.loss_cls: 0.1651, decode.d5.loss_mask: 0.4206, decode.d5.loss_dice: 0.6708, decode.d6.loss_cls: 0.1569, decode.d6.loss_mask: 0.4197, decode.d6.loss_dice: 0.6706, decode.d7.loss_cls: 0.1573, decode.d7.loss_mask: 0.4175, decode.d7.loss_dice: 0.6680, decode.d8.loss_cls: 0.1565, decode.d8.loss_mask: 0.4165, decode.d8.loss_dice: 0.6624, loss: 14.5205 2022-04-27 22:17:17,371 - mmseg - INFO - Iter [151300/160000] lr: 7.808e-08, eta: 2:37:32, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1654, decode.loss_mask: 0.4204, decode.loss_dice: 0.6676, decode.d0.loss_cls: 1.8520, decode.d0.loss_mask: 0.4662, decode.d0.loss_dice: 0.7690, decode.d1.loss_cls: 0.2543, decode.d1.loss_mask: 0.4358, decode.d1.loss_dice: 0.7122, decode.d2.loss_cls: 0.2078, decode.d2.loss_mask: 0.4296, decode.d2.loss_dice: 0.6947, decode.d3.loss_cls: 0.1875, decode.d3.loss_mask: 0.4263, decode.d3.loss_dice: 0.6845, decode.d4.loss_cls: 0.1791, decode.d4.loss_mask: 0.4239, decode.d4.loss_dice: 0.6774, decode.d5.loss_cls: 0.1714, decode.d5.loss_mask: 0.4222, decode.d5.loss_dice: 0.6810, decode.d6.loss_cls: 0.1678, decode.d6.loss_mask: 0.4216, decode.d6.loss_dice: 0.6734, decode.d7.loss_cls: 0.1618, decode.d7.loss_mask: 0.4214, decode.d7.loss_dice: 0.6746, decode.d8.loss_cls: 0.1610, decode.d8.loss_mask: 0.4205, decode.d8.loss_dice: 0.6728, loss: 14.7032 2022-04-27 22:18:11,733 - mmseg - INFO - Iter [151350/160000] lr: 7.763e-08, eta: 2:36:38, time: 1.090, data_time: 0.017, memory: 64049, decode.loss_cls: 0.1566, decode.loss_mask: 0.4154, decode.loss_dice: 0.6369, decode.d0.loss_cls: 1.8078, decode.d0.loss_mask: 0.4632, decode.d0.loss_dice: 0.7319, decode.d1.loss_cls: 0.2364, decode.d1.loss_mask: 0.4316, decode.d1.loss_dice: 0.6768, decode.d2.loss_cls: 0.2002, decode.d2.loss_mask: 0.4238, decode.d2.loss_dice: 0.6550, decode.d3.loss_cls: 0.1866, decode.d3.loss_mask: 0.4201, decode.d3.loss_dice: 0.6467, decode.d4.loss_cls: 0.1742, decode.d4.loss_mask: 0.4204, decode.d4.loss_dice: 0.6417, decode.d5.loss_cls: 0.1677, decode.d5.loss_mask: 0.4190, decode.d5.loss_dice: 0.6416, decode.d6.loss_cls: 0.1642, decode.d6.loss_mask: 0.4160, decode.d6.loss_dice: 0.6389, decode.d7.loss_cls: 0.1607, decode.d7.loss_mask: 0.4159, decode.d7.loss_dice: 0.6409, decode.d8.loss_cls: 0.1673, decode.d8.loss_mask: 0.4150, decode.d8.loss_dice: 0.6384, loss: 14.2109 2022-04-27 22:19:05,811 - mmseg - INFO - Iter [151400/160000] lr: 7.718e-08, eta: 2:35:43, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1514, decode.loss_mask: 0.4213, decode.loss_dice: 0.6453, decode.d0.loss_cls: 1.8090, decode.d0.loss_mask: 0.4623, decode.d0.loss_dice: 0.7420, decode.d1.loss_cls: 0.2498, decode.d1.loss_mask: 0.4362, decode.d1.loss_dice: 0.6804, decode.d2.loss_cls: 0.1962, decode.d2.loss_mask: 0.4298, decode.d2.loss_dice: 0.6666, decode.d3.loss_cls: 0.1758, decode.d3.loss_mask: 0.4257, decode.d3.loss_dice: 0.6527, decode.d4.loss_cls: 0.1573, decode.d4.loss_mask: 0.4236, decode.d4.loss_dice: 0.6535, decode.d5.loss_cls: 0.1569, decode.d5.loss_mask: 0.4223, decode.d5.loss_dice: 0.6523, decode.d6.loss_cls: 0.1577, decode.d6.loss_mask: 0.4214, decode.d6.loss_dice: 0.6465, decode.d7.loss_cls: 0.1541, decode.d7.loss_mask: 0.4208, decode.d7.loss_dice: 0.6479, decode.d8.loss_cls: 0.1552, decode.d8.loss_mask: 0.4209, decode.d8.loss_dice: 0.6468, loss: 14.2815 2022-04-27 22:20:00,300 - mmseg - INFO - Iter [151450/160000] lr: 7.673e-08, eta: 2:34:49, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1778, decode.loss_mask: 0.4347, decode.loss_dice: 0.6819, decode.d0.loss_cls: 1.8597, decode.d0.loss_mask: 0.4768, decode.d0.loss_dice: 0.7994, decode.d1.loss_cls: 0.2590, decode.d1.loss_mask: 0.4518, decode.d1.loss_dice: 0.7251, decode.d2.loss_cls: 0.2163, decode.d2.loss_mask: 0.4413, decode.d2.loss_dice: 0.7076, decode.d3.loss_cls: 0.1976, decode.d3.loss_mask: 0.4375, decode.d3.loss_dice: 0.6888, decode.d4.loss_cls: 0.1891, decode.d4.loss_mask: 0.4375, decode.d4.loss_dice: 0.6924, decode.d5.loss_cls: 0.1812, decode.d5.loss_mask: 0.4356, decode.d5.loss_dice: 0.6869, decode.d6.loss_cls: 0.1821, decode.d6.loss_mask: 0.4345, decode.d6.loss_dice: 0.6830, decode.d7.loss_cls: 0.1731, decode.d7.loss_mask: 0.4362, decode.d7.loss_dice: 0.6861, decode.d8.loss_cls: 0.1723, decode.d8.loss_mask: 0.4349, decode.d8.loss_dice: 0.6849, loss: 15.0651 2022-04-27 22:20:55,608 - mmseg - INFO - Iter [151500/160000] lr: 7.629e-08, eta: 2:33:55, time: 1.106, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1661, decode.loss_mask: 0.4290, decode.loss_dice: 0.6696, decode.d0.loss_cls: 1.8744, decode.d0.loss_mask: 0.4692, decode.d0.loss_dice: 0.7685, decode.d1.loss_cls: 0.2470, decode.d1.loss_mask: 0.4435, decode.d1.loss_dice: 0.7087, decode.d2.loss_cls: 0.2082, decode.d2.loss_mask: 0.4364, decode.d2.loss_dice: 0.6872, decode.d3.loss_cls: 0.1900, decode.d3.loss_mask: 0.4333, decode.d3.loss_dice: 0.6780, decode.d4.loss_cls: 0.1738, decode.d4.loss_mask: 0.4322, decode.d4.loss_dice: 0.6737, decode.d5.loss_cls: 0.1777, decode.d5.loss_mask: 0.4311, decode.d5.loss_dice: 0.6770, decode.d6.loss_cls: 0.1712, decode.d6.loss_mask: 0.4306, decode.d6.loss_dice: 0.6692, decode.d7.loss_cls: 0.1651, decode.d7.loss_mask: 0.4299, decode.d7.loss_dice: 0.6725, decode.d8.loss_cls: 0.1641, decode.d8.loss_mask: 0.4295, decode.d8.loss_dice: 0.6727, loss: 14.7793 2022-04-27 22:21:51,700 - mmseg - INFO - Iter [151550/160000] lr: 7.584e-08, eta: 2:33:01, time: 1.122, data_time: 0.017, memory: 64049, decode.loss_cls: 0.1639, decode.loss_mask: 0.4091, decode.loss_dice: 0.6420, decode.d0.loss_cls: 1.7562, decode.d0.loss_mask: 0.4466, decode.d0.loss_dice: 0.7428, decode.d1.loss_cls: 0.2361, decode.d1.loss_mask: 0.4245, decode.d1.loss_dice: 0.6821, decode.d2.loss_cls: 0.2041, decode.d2.loss_mask: 0.4161, decode.d2.loss_dice: 0.6623, decode.d3.loss_cls: 0.1787, decode.d3.loss_mask: 0.4131, decode.d3.loss_dice: 0.6502, decode.d4.loss_cls: 0.1749, decode.d4.loss_mask: 0.4116, decode.d4.loss_dice: 0.6517, decode.d5.loss_cls: 0.1650, decode.d5.loss_mask: 0.4093, decode.d5.loss_dice: 0.6534, decode.d6.loss_cls: 0.1698, decode.d6.loss_mask: 0.4092, decode.d6.loss_dice: 0.6463, decode.d7.loss_cls: 0.1640, decode.d7.loss_mask: 0.4083, decode.d7.loss_dice: 0.6443, decode.d8.loss_cls: 0.1621, decode.d8.loss_mask: 0.4092, decode.d8.loss_dice: 0.6442, loss: 14.1512 2022-04-27 22:22:50,141 - mmseg - INFO - Iter [151600/160000] lr: 7.539e-08, eta: 2:32:07, time: 1.169, data_time: 0.073, memory: 64049, decode.loss_cls: 0.1586, decode.loss_mask: 0.4162, decode.loss_dice: 0.6692, decode.d0.loss_cls: 1.7966, decode.d0.loss_mask: 0.4573, decode.d0.loss_dice: 0.7671, decode.d1.loss_cls: 0.2358, decode.d1.loss_mask: 0.4294, decode.d1.loss_dice: 0.7067, decode.d2.loss_cls: 0.1921, decode.d2.loss_mask: 0.4249, decode.d2.loss_dice: 0.6891, decode.d3.loss_cls: 0.1707, decode.d3.loss_mask: 0.4202, decode.d3.loss_dice: 0.6743, decode.d4.loss_cls: 0.1659, decode.d4.loss_mask: 0.4195, decode.d4.loss_dice: 0.6746, decode.d5.loss_cls: 0.1638, decode.d5.loss_mask: 0.4176, decode.d5.loss_dice: 0.6707, decode.d6.loss_cls: 0.1586, decode.d6.loss_mask: 0.4181, decode.d6.loss_dice: 0.6710, decode.d7.loss_cls: 0.1596, decode.d7.loss_mask: 0.4165, decode.d7.loss_dice: 0.6697, decode.d8.loss_cls: 0.1571, decode.d8.loss_mask: 0.4169, decode.d8.loss_dice: 0.6667, loss: 14.4545 2022-04-27 22:23:45,139 - mmseg - INFO - Iter [151650/160000] lr: 7.494e-08, eta: 2:31:12, time: 1.100, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1573, decode.loss_mask: 0.4270, decode.loss_dice: 0.6575, decode.d0.loss_cls: 1.8055, decode.d0.loss_mask: 0.4650, decode.d0.loss_dice: 0.7535, decode.d1.loss_cls: 0.2452, decode.d1.loss_mask: 0.4408, decode.d1.loss_dice: 0.6969, decode.d2.loss_cls: 0.1981, decode.d2.loss_mask: 0.4323, decode.d2.loss_dice: 0.6765, decode.d3.loss_cls: 0.1777, decode.d3.loss_mask: 0.4311, decode.d3.loss_dice: 0.6692, decode.d4.loss_cls: 0.1716, decode.d4.loss_mask: 0.4294, decode.d4.loss_dice: 0.6664, decode.d5.loss_cls: 0.1647, decode.d5.loss_mask: 0.4289, decode.d5.loss_dice: 0.6629, decode.d6.loss_cls: 0.1533, decode.d6.loss_mask: 0.4280, decode.d6.loss_dice: 0.6653, decode.d7.loss_cls: 0.1526, decode.d7.loss_mask: 0.4278, decode.d7.loss_dice: 0.6646, decode.d8.loss_cls: 0.1510, decode.d8.loss_mask: 0.4267, decode.d8.loss_dice: 0.6601, loss: 14.4869 2022-04-27 22:24:40,327 - mmseg - INFO - Iter [151700/160000] lr: 7.449e-08, eta: 2:30:18, time: 1.104, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1548, decode.loss_mask: 0.4421, decode.loss_dice: 0.6628, decode.d0.loss_cls: 1.7843, decode.d0.loss_mask: 0.4843, decode.d0.loss_dice: 0.7629, decode.d1.loss_cls: 0.2196, decode.d1.loss_mask: 0.4603, decode.d1.loss_dice: 0.7060, decode.d2.loss_cls: 0.1932, decode.d2.loss_mask: 0.4507, decode.d2.loss_dice: 0.6876, decode.d3.loss_cls: 0.1666, decode.d3.loss_mask: 0.4489, decode.d3.loss_dice: 0.6767, decode.d4.loss_cls: 0.1621, decode.d4.loss_mask: 0.4473, decode.d4.loss_dice: 0.6733, decode.d5.loss_cls: 0.1611, decode.d5.loss_mask: 0.4451, decode.d5.loss_dice: 0.6727, decode.d6.loss_cls: 0.1585, decode.d6.loss_mask: 0.4433, decode.d6.loss_dice: 0.6659, decode.d7.loss_cls: 0.1534, decode.d7.loss_mask: 0.4427, decode.d7.loss_dice: 0.6680, decode.d8.loss_cls: 0.1529, decode.d8.loss_mask: 0.4426, decode.d8.loss_dice: 0.6629, loss: 14.6527 2022-04-27 22:25:35,898 - mmseg - INFO - Iter [151750/160000] lr: 7.404e-08, eta: 2:29:24, time: 1.111, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1687, decode.loss_mask: 0.4420, decode.loss_dice: 0.6575, decode.d0.loss_cls: 1.7913, decode.d0.loss_mask: 0.4860, decode.d0.loss_dice: 0.7555, decode.d1.loss_cls: 0.2506, decode.d1.loss_mask: 0.4601, decode.d1.loss_dice: 0.6986, decode.d2.loss_cls: 0.2039, decode.d2.loss_mask: 0.4501, decode.d2.loss_dice: 0.6810, decode.d3.loss_cls: 0.1880, decode.d3.loss_mask: 0.4476, decode.d3.loss_dice: 0.6664, decode.d4.loss_cls: 0.1793, decode.d4.loss_mask: 0.4461, decode.d4.loss_dice: 0.6683, decode.d5.loss_cls: 0.1752, decode.d5.loss_mask: 0.4445, decode.d5.loss_dice: 0.6683, decode.d6.loss_cls: 0.1795, decode.d6.loss_mask: 0.4445, decode.d6.loss_dice: 0.6618, decode.d7.loss_cls: 0.1702, decode.d7.loss_mask: 0.4423, decode.d7.loss_dice: 0.6601, decode.d8.loss_cls: 0.1691, decode.d8.loss_mask: 0.4414, decode.d8.loss_dice: 0.6606, loss: 14.7586 2022-04-27 22:26:31,285 - mmseg - INFO - Iter [151800/160000] lr: 7.359e-08, eta: 2:28:29, time: 1.108, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1678, decode.loss_mask: 0.4072, decode.loss_dice: 0.6696, decode.d0.loss_cls: 1.8367, decode.d0.loss_mask: 0.4545, decode.d0.loss_dice: 0.7747, decode.d1.loss_cls: 0.2514, decode.d1.loss_mask: 0.4203, decode.d1.loss_dice: 0.7050, decode.d2.loss_cls: 0.2188, decode.d2.loss_mask: 0.4164, decode.d2.loss_dice: 0.6909, decode.d3.loss_cls: 0.1881, decode.d3.loss_mask: 0.4124, decode.d3.loss_dice: 0.6756, decode.d4.loss_cls: 0.1891, decode.d4.loss_mask: 0.4111, decode.d4.loss_dice: 0.6767, decode.d5.loss_cls: 0.1807, decode.d5.loss_mask: 0.4117, decode.d5.loss_dice: 0.6774, decode.d6.loss_cls: 0.1799, decode.d6.loss_mask: 0.4100, decode.d6.loss_dice: 0.6742, decode.d7.loss_cls: 0.1686, decode.d7.loss_mask: 0.4090, decode.d7.loss_dice: 0.6748, decode.d8.loss_cls: 0.1729, decode.d8.loss_mask: 0.4075, decode.d8.loss_dice: 0.6717, loss: 14.6048 2022-04-27 22:27:26,940 - mmseg - INFO - Iter [151850/160000] lr: 7.314e-08, eta: 2:27:35, time: 1.113, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1526, decode.loss_mask: 0.4169, decode.loss_dice: 0.6574, decode.d0.loss_cls: 1.8101, decode.d0.loss_mask: 0.4526, decode.d0.loss_dice: 0.7529, decode.d1.loss_cls: 0.2426, decode.d1.loss_mask: 0.4317, decode.d1.loss_dice: 0.6937, decode.d2.loss_cls: 0.1963, decode.d2.loss_mask: 0.4223, decode.d2.loss_dice: 0.6751, decode.d3.loss_cls: 0.1759, decode.d3.loss_mask: 0.4207, decode.d3.loss_dice: 0.6650, decode.d4.loss_cls: 0.1736, decode.d4.loss_mask: 0.4195, decode.d4.loss_dice: 0.6638, decode.d5.loss_cls: 0.1652, decode.d5.loss_mask: 0.4197, decode.d5.loss_dice: 0.6620, decode.d6.loss_cls: 0.1610, decode.d6.loss_mask: 0.4177, decode.d6.loss_dice: 0.6597, decode.d7.loss_cls: 0.1579, decode.d7.loss_mask: 0.4172, decode.d7.loss_dice: 0.6627, decode.d8.loss_cls: 0.1606, decode.d8.loss_mask: 0.4161, decode.d8.loss_dice: 0.6566, loss: 14.3792 2022-04-27 22:28:22,365 - mmseg - INFO - Iter [151900/160000] lr: 7.270e-08, eta: 2:26:41, time: 1.108, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1525, decode.loss_mask: 0.4124, decode.loss_dice: 0.6542, decode.d0.loss_cls: 1.7608, decode.d0.loss_mask: 0.4516, decode.d0.loss_dice: 0.7485, decode.d1.loss_cls: 0.2161, decode.d1.loss_mask: 0.4249, decode.d1.loss_dice: 0.6923, decode.d2.loss_cls: 0.1855, decode.d2.loss_mask: 0.4178, decode.d2.loss_dice: 0.6733, decode.d3.loss_cls: 0.1667, decode.d3.loss_mask: 0.4163, decode.d3.loss_dice: 0.6621, decode.d4.loss_cls: 0.1587, decode.d4.loss_mask: 0.4145, decode.d4.loss_dice: 0.6604, decode.d5.loss_cls: 0.1583, decode.d5.loss_mask: 0.4132, decode.d5.loss_dice: 0.6586, decode.d6.loss_cls: 0.1478, decode.d6.loss_mask: 0.4145, decode.d6.loss_dice: 0.6608, decode.d7.loss_cls: 0.1466, decode.d7.loss_mask: 0.4125, decode.d7.loss_dice: 0.6576, decode.d8.loss_cls: 0.1492, decode.d8.loss_mask: 0.4111, decode.d8.loss_dice: 0.6558, loss: 14.1546 2022-04-27 22:29:17,506 - mmseg - INFO - Iter [151950/160000] lr: 7.225e-08, eta: 2:25:47, time: 1.103, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1765, decode.loss_mask: 0.4256, decode.loss_dice: 0.6719, decode.d0.loss_cls: 1.8439, decode.d0.loss_mask: 0.4654, decode.d0.loss_dice: 0.7690, decode.d1.loss_cls: 0.2509, decode.d1.loss_mask: 0.4424, decode.d1.loss_dice: 0.7138, decode.d2.loss_cls: 0.2079, decode.d2.loss_mask: 0.4331, decode.d2.loss_dice: 0.6906, decode.d3.loss_cls: 0.1933, decode.d3.loss_mask: 0.4304, decode.d3.loss_dice: 0.6793, decode.d4.loss_cls: 0.1894, decode.d4.loss_mask: 0.4284, decode.d4.loss_dice: 0.6761, decode.d5.loss_cls: 0.1827, decode.d5.loss_mask: 0.4282, decode.d5.loss_dice: 0.6778, decode.d6.loss_cls: 0.1841, decode.d6.loss_mask: 0.4264, decode.d6.loss_dice: 0.6749, decode.d7.loss_cls: 0.1764, decode.d7.loss_mask: 0.4261, decode.d7.loss_dice: 0.6741, decode.d8.loss_cls: 0.1779, decode.d8.loss_mask: 0.4259, decode.d8.loss_dice: 0.6734, loss: 14.8157 2022-04-27 22:30:11,878 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 22:30:11,884 - mmseg - INFO - Iter [152000/160000] lr: 7.180e-08, eta: 2:24:52, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1682, decode.loss_mask: 0.4233, decode.loss_dice: 0.6741, decode.d0.loss_cls: 1.8168, decode.d0.loss_mask: 0.4724, decode.d0.loss_dice: 0.7866, decode.d1.loss_cls: 0.2630, decode.d1.loss_mask: 0.4431, decode.d1.loss_dice: 0.7160, decode.d2.loss_cls: 0.2109, decode.d2.loss_mask: 0.4359, decode.d2.loss_dice: 0.6989, decode.d3.loss_cls: 0.1898, decode.d3.loss_mask: 0.4315, decode.d3.loss_dice: 0.6845, decode.d4.loss_cls: 0.1830, decode.d4.loss_mask: 0.4292, decode.d4.loss_dice: 0.6849, decode.d5.loss_cls: 0.1691, decode.d5.loss_mask: 0.4286, decode.d5.loss_dice: 0.6813, decode.d6.loss_cls: 0.1709, decode.d6.loss_mask: 0.4265, decode.d6.loss_dice: 0.6790, decode.d7.loss_cls: 0.1653, decode.d7.loss_mask: 0.4250, decode.d7.loss_dice: 0.6725, decode.d8.loss_cls: 0.1603, decode.d8.loss_mask: 0.4252, decode.d8.loss_dice: 0.6768, loss: 14.7924 2022-04-27 22:31:06,868 - mmseg - INFO - Iter [152050/160000] lr: 7.135e-08, eta: 2:23:58, time: 1.100, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1699, decode.loss_mask: 0.4394, decode.loss_dice: 0.6641, decode.d0.loss_cls: 1.8124, decode.d0.loss_mask: 0.4821, decode.d0.loss_dice: 0.7594, decode.d1.loss_cls: 0.2514, decode.d1.loss_mask: 0.4541, decode.d1.loss_dice: 0.7037, decode.d2.loss_cls: 0.2133, decode.d2.loss_mask: 0.4484, decode.d2.loss_dice: 0.6846, decode.d3.loss_cls: 0.1962, decode.d3.loss_mask: 0.4442, decode.d3.loss_dice: 0.6755, decode.d4.loss_cls: 0.1797, decode.d4.loss_mask: 0.4442, decode.d4.loss_dice: 0.6742, decode.d5.loss_cls: 0.1788, decode.d5.loss_mask: 0.4413, decode.d5.loss_dice: 0.6692, decode.d6.loss_cls: 0.1750, decode.d6.loss_mask: 0.4418, decode.d6.loss_dice: 0.6671, decode.d7.loss_cls: 0.1716, decode.d7.loss_mask: 0.4429, decode.d7.loss_dice: 0.6662, decode.d8.loss_cls: 0.1706, decode.d8.loss_mask: 0.4404, decode.d8.loss_dice: 0.6652, loss: 14.8269 2022-04-27 22:32:02,120 - mmseg - INFO - Iter [152100/160000] lr: 7.090e-08, eta: 2:23:04, time: 1.105, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1772, decode.loss_mask: 0.4266, decode.loss_dice: 0.6645, decode.d0.loss_cls: 1.8265, decode.d0.loss_mask: 0.4686, decode.d0.loss_dice: 0.7661, decode.d1.loss_cls: 0.2496, decode.d1.loss_mask: 0.4451, decode.d1.loss_dice: 0.7129, decode.d2.loss_cls: 0.2110, decode.d2.loss_mask: 0.4368, decode.d2.loss_dice: 0.6921, decode.d3.loss_cls: 0.1927, decode.d3.loss_mask: 0.4312, decode.d3.loss_dice: 0.6732, decode.d4.loss_cls: 0.1894, decode.d4.loss_mask: 0.4285, decode.d4.loss_dice: 0.6744, decode.d5.loss_cls: 0.1814, decode.d5.loss_mask: 0.4284, decode.d5.loss_dice: 0.6720, decode.d6.loss_cls: 0.1782, decode.d6.loss_mask: 0.4257, decode.d6.loss_dice: 0.6674, decode.d7.loss_cls: 0.1784, decode.d7.loss_mask: 0.4264, decode.d7.loss_dice: 0.6661, decode.d8.loss_cls: 0.1761, decode.d8.loss_mask: 0.4271, decode.d8.loss_dice: 0.6665, loss: 14.7603 2022-04-27 22:32:58,114 - mmseg - INFO - Iter [152150/160000] lr: 7.045e-08, eta: 2:22:10, time: 1.120, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1547, decode.loss_mask: 0.4231, decode.loss_dice: 0.6648, decode.d0.loss_cls: 1.8029, decode.d0.loss_mask: 0.4668, decode.d0.loss_dice: 0.7644, decode.d1.loss_cls: 0.2281, decode.d1.loss_mask: 0.4429, decode.d1.loss_dice: 0.7080, decode.d2.loss_cls: 0.1889, decode.d2.loss_mask: 0.4314, decode.d2.loss_dice: 0.6823, decode.d3.loss_cls: 0.1774, decode.d3.loss_mask: 0.4298, decode.d3.loss_dice: 0.6698, decode.d4.loss_cls: 0.1629, decode.d4.loss_mask: 0.4275, decode.d4.loss_dice: 0.6699, decode.d5.loss_cls: 0.1623, decode.d5.loss_mask: 0.4265, decode.d5.loss_dice: 0.6689, decode.d6.loss_cls: 0.1563, decode.d6.loss_mask: 0.4240, decode.d6.loss_dice: 0.6676, decode.d7.loss_cls: 0.1553, decode.d7.loss_mask: 0.4239, decode.d7.loss_dice: 0.6648, decode.d8.loss_cls: 0.1538, decode.d8.loss_mask: 0.4237, decode.d8.loss_dice: 0.6623, loss: 14.4848 2022-04-27 22:33:53,628 - mmseg - INFO - Iter [152200/160000] lr: 7.000e-08, eta: 2:21:15, time: 1.110, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1630, decode.loss_mask: 0.4213, decode.loss_dice: 0.6546, decode.d0.loss_cls: 1.8218, decode.d0.loss_mask: 0.4575, decode.d0.loss_dice: 0.7481, decode.d1.loss_cls: 0.2452, decode.d1.loss_mask: 0.4370, decode.d1.loss_dice: 0.6903, decode.d2.loss_cls: 0.1984, decode.d2.loss_mask: 0.4291, decode.d2.loss_dice: 0.6756, decode.d3.loss_cls: 0.1902, decode.d3.loss_mask: 0.4248, decode.d3.loss_dice: 0.6626, decode.d4.loss_cls: 0.1789, decode.d4.loss_mask: 0.4231, decode.d4.loss_dice: 0.6614, decode.d5.loss_cls: 0.1750, decode.d5.loss_mask: 0.4241, decode.d5.loss_dice: 0.6597, decode.d6.loss_cls: 0.1714, decode.d6.loss_mask: 0.4225, decode.d6.loss_dice: 0.6598, decode.d7.loss_cls: 0.1636, decode.d7.loss_mask: 0.4226, decode.d7.loss_dice: 0.6567, decode.d8.loss_cls: 0.1636, decode.d8.loss_mask: 0.4211, decode.d8.loss_dice: 0.6536, loss: 14.4765 2022-04-27 22:34:49,073 - mmseg - INFO - Iter [152250/160000] lr: 6.956e-08, eta: 2:20:21, time: 1.109, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1550, decode.loss_mask: 0.4225, decode.loss_dice: 0.6604, decode.d0.loss_cls: 1.7990, decode.d0.loss_mask: 0.4648, decode.d0.loss_dice: 0.7506, decode.d1.loss_cls: 0.2580, decode.d1.loss_mask: 0.4368, decode.d1.loss_dice: 0.6950, decode.d2.loss_cls: 0.1995, decode.d2.loss_mask: 0.4301, decode.d2.loss_dice: 0.6796, decode.d3.loss_cls: 0.1816, decode.d3.loss_mask: 0.4287, decode.d3.loss_dice: 0.6680, decode.d4.loss_cls: 0.1725, decode.d4.loss_mask: 0.4257, decode.d4.loss_dice: 0.6647, decode.d5.loss_cls: 0.1751, decode.d5.loss_mask: 0.4238, decode.d5.loss_dice: 0.6631, decode.d6.loss_cls: 0.1656, decode.d6.loss_mask: 0.4245, decode.d6.loss_dice: 0.6620, decode.d7.loss_cls: 0.1622, decode.d7.loss_mask: 0.4232, decode.d7.loss_dice: 0.6634, decode.d8.loss_cls: 0.1617, decode.d8.loss_mask: 0.4216, decode.d8.loss_dice: 0.6602, loss: 14.4989 2022-04-27 22:35:43,358 - mmseg - INFO - Iter [152300/160000] lr: 6.911e-08, eta: 2:19:27, time: 1.086, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1823, decode.loss_mask: 0.4324, decode.loss_dice: 0.6626, decode.d0.loss_cls: 1.7696, decode.d0.loss_mask: 0.4779, decode.d0.loss_dice: 0.7652, decode.d1.loss_cls: 0.2463, decode.d1.loss_mask: 0.4500, decode.d1.loss_dice: 0.7085, decode.d2.loss_cls: 0.2132, decode.d2.loss_mask: 0.4441, decode.d2.loss_dice: 0.6880, decode.d3.loss_cls: 0.2014, decode.d3.loss_mask: 0.4384, decode.d3.loss_dice: 0.6741, decode.d4.loss_cls: 0.1927, decode.d4.loss_mask: 0.4377, decode.d4.loss_dice: 0.6727, decode.d5.loss_cls: 0.1788, decode.d5.loss_mask: 0.4372, decode.d5.loss_dice: 0.6696, decode.d6.loss_cls: 0.1816, decode.d6.loss_mask: 0.4342, decode.d6.loss_dice: 0.6686, decode.d7.loss_cls: 0.1770, decode.d7.loss_mask: 0.4358, decode.d7.loss_dice: 0.6696, decode.d8.loss_cls: 0.1742, decode.d8.loss_mask: 0.4343, decode.d8.loss_dice: 0.6667, loss: 14.7847 2022-04-27 22:36:38,716 - mmseg - INFO - Iter [152350/160000] lr: 6.866e-08, eta: 2:18:32, time: 1.107, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1511, decode.loss_mask: 0.4031, decode.loss_dice: 0.6458, decode.d0.loss_cls: 1.7845, decode.d0.loss_mask: 0.4450, decode.d0.loss_dice: 0.7455, decode.d1.loss_cls: 0.2355, decode.d1.loss_mask: 0.4186, decode.d1.loss_dice: 0.6837, decode.d2.loss_cls: 0.1970, decode.d2.loss_mask: 0.4105, decode.d2.loss_dice: 0.6631, decode.d3.loss_cls: 0.1704, decode.d3.loss_mask: 0.4071, decode.d3.loss_dice: 0.6520, decode.d4.loss_cls: 0.1627, decode.d4.loss_mask: 0.4061, decode.d4.loss_dice: 0.6526, decode.d5.loss_cls: 0.1576, decode.d5.loss_mask: 0.4052, decode.d5.loss_dice: 0.6515, decode.d6.loss_cls: 0.1562, decode.d6.loss_mask: 0.4045, decode.d6.loss_dice: 0.6494, decode.d7.loss_cls: 0.1523, decode.d7.loss_mask: 0.4047, decode.d7.loss_dice: 0.6454, decode.d8.loss_cls: 0.1522, decode.d8.loss_mask: 0.4036, decode.d8.loss_dice: 0.6475, loss: 14.0643 2022-04-27 22:37:33,348 - mmseg - INFO - Iter [152400/160000] lr: 6.821e-08, eta: 2:17:38, time: 1.093, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1585, decode.loss_mask: 0.4262, decode.loss_dice: 0.6652, decode.d0.loss_cls: 1.7997, decode.d0.loss_mask: 0.4677, decode.d0.loss_dice: 0.7575, decode.d1.loss_cls: 0.2245, decode.d1.loss_mask: 0.4432, decode.d1.loss_dice: 0.7052, decode.d2.loss_cls: 0.1879, decode.d2.loss_mask: 0.4345, decode.d2.loss_dice: 0.6857, decode.d3.loss_cls: 0.1735, decode.d3.loss_mask: 0.4310, decode.d3.loss_dice: 0.6758, decode.d4.loss_cls: 0.1716, decode.d4.loss_mask: 0.4289, decode.d4.loss_dice: 0.6729, decode.d5.loss_cls: 0.1675, decode.d5.loss_mask: 0.4268, decode.d5.loss_dice: 0.6691, decode.d6.loss_cls: 0.1638, decode.d6.loss_mask: 0.4274, decode.d6.loss_dice: 0.6703, decode.d7.loss_cls: 0.1648, decode.d7.loss_mask: 0.4261, decode.d7.loss_dice: 0.6690, decode.d8.loss_cls: 0.1595, decode.d8.loss_mask: 0.4265, decode.d8.loss_dice: 0.6713, loss: 14.5516 2022-04-27 22:38:28,037 - mmseg - INFO - Iter [152450/160000] lr: 6.776e-08, eta: 2:16:44, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1717, decode.loss_mask: 0.4247, decode.loss_dice: 0.6576, decode.d0.loss_cls: 1.8437, decode.d0.loss_mask: 0.4688, decode.d0.loss_dice: 0.7621, decode.d1.loss_cls: 0.2509, decode.d1.loss_mask: 0.4397, decode.d1.loss_dice: 0.6959, decode.d2.loss_cls: 0.2122, decode.d2.loss_mask: 0.4309, decode.d2.loss_dice: 0.6777, decode.d3.loss_cls: 0.2004, decode.d3.loss_mask: 0.4274, decode.d3.loss_dice: 0.6601, decode.d4.loss_cls: 0.1776, decode.d4.loss_mask: 0.4282, decode.d4.loss_dice: 0.6641, decode.d5.loss_cls: 0.1783, decode.d5.loss_mask: 0.4274, decode.d5.loss_dice: 0.6601, decode.d6.loss_cls: 0.1758, decode.d6.loss_mask: 0.4256, decode.d6.loss_dice: 0.6579, decode.d7.loss_cls: 0.1729, decode.d7.loss_mask: 0.4248, decode.d7.loss_dice: 0.6569, decode.d8.loss_cls: 0.1705, decode.d8.loss_mask: 0.4258, decode.d8.loss_dice: 0.6625, loss: 14.6321 2022-04-27 22:39:22,549 - mmseg - INFO - Iter [152500/160000] lr: 6.731e-08, eta: 2:15:49, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1574, decode.loss_mask: 0.4228, decode.loss_dice: 0.6605, decode.d0.loss_cls: 1.7883, decode.d0.loss_mask: 0.4669, decode.d0.loss_dice: 0.7488, decode.d1.loss_cls: 0.2276, decode.d1.loss_mask: 0.4375, decode.d1.loss_dice: 0.6964, decode.d2.loss_cls: 0.2007, decode.d2.loss_mask: 0.4329, decode.d2.loss_dice: 0.6791, decode.d3.loss_cls: 0.1822, decode.d3.loss_mask: 0.4302, decode.d3.loss_dice: 0.6681, decode.d4.loss_cls: 0.1723, decode.d4.loss_mask: 0.4287, decode.d4.loss_dice: 0.6694, decode.d5.loss_cls: 0.1645, decode.d5.loss_mask: 0.4268, decode.d5.loss_dice: 0.6634, decode.d6.loss_cls: 0.1618, decode.d6.loss_mask: 0.4240, decode.d6.loss_dice: 0.6610, decode.d7.loss_cls: 0.1564, decode.d7.loss_mask: 0.4232, decode.d7.loss_dice: 0.6603, decode.d8.loss_cls: 0.1555, decode.d8.loss_mask: 0.4229, decode.d8.loss_dice: 0.6556, loss: 14.4452 2022-04-27 22:40:17,365 - mmseg - INFO - Iter [152550/160000] lr: 6.686e-08, eta: 2:14:55, time: 1.096, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1574, decode.loss_mask: 0.4255, decode.loss_dice: 0.6579, decode.d0.loss_cls: 1.8164, decode.d0.loss_mask: 0.4636, decode.d0.loss_dice: 0.7658, decode.d1.loss_cls: 0.2369, decode.d1.loss_mask: 0.4416, decode.d1.loss_dice: 0.7045, decode.d2.loss_cls: 0.1929, decode.d2.loss_mask: 0.4334, decode.d2.loss_dice: 0.6837, decode.d3.loss_cls: 0.1772, decode.d3.loss_mask: 0.4300, decode.d3.loss_dice: 0.6711, decode.d4.loss_cls: 0.1686, decode.d4.loss_mask: 0.4271, decode.d4.loss_dice: 0.6670, decode.d5.loss_cls: 0.1635, decode.d5.loss_mask: 0.4279, decode.d5.loss_dice: 0.6696, decode.d6.loss_cls: 0.1543, decode.d6.loss_mask: 0.4265, decode.d6.loss_dice: 0.6645, decode.d7.loss_cls: 0.1578, decode.d7.loss_mask: 0.4261, decode.d7.loss_dice: 0.6637, decode.d8.loss_cls: 0.1555, decode.d8.loss_mask: 0.4268, decode.d8.loss_dice: 0.6612, loss: 14.5180 2022-04-27 22:41:11,721 - mmseg - INFO - Iter [152600/160000] lr: 6.641e-08, eta: 2:14:01, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1627, decode.loss_mask: 0.4276, decode.loss_dice: 0.6563, decode.d0.loss_cls: 1.8205, decode.d0.loss_mask: 0.4749, decode.d0.loss_dice: 0.7567, decode.d1.loss_cls: 0.2374, decode.d1.loss_mask: 0.4461, decode.d1.loss_dice: 0.6955, decode.d2.loss_cls: 0.2107, decode.d2.loss_mask: 0.4360, decode.d2.loss_dice: 0.6763, decode.d3.loss_cls: 0.1875, decode.d3.loss_mask: 0.4319, decode.d3.loss_dice: 0.6650, decode.d4.loss_cls: 0.1834, decode.d4.loss_mask: 0.4299, decode.d4.loss_dice: 0.6653, decode.d5.loss_cls: 0.1729, decode.d5.loss_mask: 0.4303, decode.d5.loss_dice: 0.6629, decode.d6.loss_cls: 0.1663, decode.d6.loss_mask: 0.4299, decode.d6.loss_dice: 0.6615, decode.d7.loss_cls: 0.1608, decode.d7.loss_mask: 0.4290, decode.d7.loss_dice: 0.6592, decode.d8.loss_cls: 0.1626, decode.d8.loss_mask: 0.4280, decode.d8.loss_dice: 0.6599, loss: 14.5870 2022-04-27 22:42:05,853 - mmseg - INFO - Iter [152650/160000] lr: 6.597e-08, eta: 2:13:06, time: 1.083, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1631, decode.loss_mask: 0.4339, decode.loss_dice: 0.6706, decode.d0.loss_cls: 1.8149, decode.d0.loss_mask: 0.4747, decode.d0.loss_dice: 0.7669, decode.d1.loss_cls: 0.2481, decode.d1.loss_mask: 0.4492, decode.d1.loss_dice: 0.7107, decode.d2.loss_cls: 0.2100, decode.d2.loss_mask: 0.4406, decode.d2.loss_dice: 0.6915, decode.d3.loss_cls: 0.1826, decode.d3.loss_mask: 0.4371, decode.d3.loss_dice: 0.6793, decode.d4.loss_cls: 0.1797, decode.d4.loss_mask: 0.4366, decode.d4.loss_dice: 0.6788, decode.d5.loss_cls: 0.1790, decode.d5.loss_mask: 0.4366, decode.d5.loss_dice: 0.6765, decode.d6.loss_cls: 0.1746, decode.d6.loss_mask: 0.4363, decode.d6.loss_dice: 0.6714, decode.d7.loss_cls: 0.1694, decode.d7.loss_mask: 0.4345, decode.d7.loss_dice: 0.6695, decode.d8.loss_cls: 0.1708, decode.d8.loss_mask: 0.4337, decode.d8.loss_dice: 0.6700, loss: 14.7906 2022-04-27 22:43:00,462 - mmseg - INFO - Iter [152700/160000] lr: 6.552e-08, eta: 2:12:12, time: 1.092, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1663, decode.loss_mask: 0.4082, decode.loss_dice: 0.6571, decode.d0.loss_cls: 1.8283, decode.d0.loss_mask: 0.4553, decode.d0.loss_dice: 0.7657, decode.d1.loss_cls: 0.2628, decode.d1.loss_mask: 0.4212, decode.d1.loss_dice: 0.6928, decode.d2.loss_cls: 0.2229, decode.d2.loss_mask: 0.4165, decode.d2.loss_dice: 0.6750, decode.d3.loss_cls: 0.1945, decode.d3.loss_mask: 0.4107, decode.d3.loss_dice: 0.6628, decode.d4.loss_cls: 0.1859, decode.d4.loss_mask: 0.4093, decode.d4.loss_dice: 0.6614, decode.d5.loss_cls: 0.1790, decode.d5.loss_mask: 0.4095, decode.d5.loss_dice: 0.6598, decode.d6.loss_cls: 0.1765, decode.d6.loss_mask: 0.4082, decode.d6.loss_dice: 0.6597, decode.d7.loss_cls: 0.1678, decode.d7.loss_mask: 0.4079, decode.d7.loss_dice: 0.6569, decode.d8.loss_cls: 0.1702, decode.d8.loss_mask: 0.4082, decode.d8.loss_dice: 0.6580, loss: 14.4583 2022-04-27 22:43:55,167 - mmseg - INFO - Iter [152750/160000] lr: 6.507e-08, eta: 2:11:18, time: 1.094, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1523, decode.loss_mask: 0.4212, decode.loss_dice: 0.6547, decode.d0.loss_cls: 1.8008, decode.d0.loss_mask: 0.4618, decode.d0.loss_dice: 0.7583, decode.d1.loss_cls: 0.2498, decode.d1.loss_mask: 0.4371, decode.d1.loss_dice: 0.6964, decode.d2.loss_cls: 0.1986, decode.d2.loss_mask: 0.4315, decode.d2.loss_dice: 0.6798, decode.d3.loss_cls: 0.1764, decode.d3.loss_mask: 0.4268, decode.d3.loss_dice: 0.6645, decode.d4.loss_cls: 0.1696, decode.d4.loss_mask: 0.4255, decode.d4.loss_dice: 0.6656, decode.d5.loss_cls: 0.1646, decode.d5.loss_mask: 0.4230, decode.d5.loss_dice: 0.6642, decode.d6.loss_cls: 0.1610, decode.d6.loss_mask: 0.4233, decode.d6.loss_dice: 0.6593, decode.d7.loss_cls: 0.1537, decode.d7.loss_mask: 0.4226, decode.d7.loss_dice: 0.6595, decode.d8.loss_cls: 0.1535, decode.d8.loss_mask: 0.4216, decode.d8.loss_dice: 0.6589, loss: 14.4358 2022-04-27 22:44:50,182 - mmseg - INFO - Iter [152800/160000] lr: 6.462e-08, eta: 2:10:23, time: 1.100, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1725, decode.loss_mask: 0.4119, decode.loss_dice: 0.6605, decode.d0.loss_cls: 1.8237, decode.d0.loss_mask: 0.4608, decode.d0.loss_dice: 0.7680, decode.d1.loss_cls: 0.2416, decode.d1.loss_mask: 0.4352, decode.d1.loss_dice: 0.7059, decode.d2.loss_cls: 0.2057, decode.d2.loss_mask: 0.4247, decode.d2.loss_dice: 0.6825, decode.d3.loss_cls: 0.1939, decode.d3.loss_mask: 0.4199, decode.d3.loss_dice: 0.6718, decode.d4.loss_cls: 0.1903, decode.d4.loss_mask: 0.4176, decode.d4.loss_dice: 0.6695, decode.d5.loss_cls: 0.1829, decode.d5.loss_mask: 0.4163, decode.d5.loss_dice: 0.6672, decode.d6.loss_cls: 0.1759, decode.d6.loss_mask: 0.4177, decode.d6.loss_dice: 0.6651, decode.d7.loss_cls: 0.1738, decode.d7.loss_mask: 0.4154, decode.d7.loss_dice: 0.6634, decode.d8.loss_cls: 0.1712, decode.d8.loss_mask: 0.4142, decode.d8.loss_dice: 0.6640, loss: 14.5828 2022-04-27 22:45:47,526 - mmseg - INFO - Iter [152850/160000] lr: 6.417e-08, eta: 2:09:29, time: 1.147, data_time: 0.064, memory: 64049, decode.loss_cls: 0.1830, decode.loss_mask: 0.4073, decode.loss_dice: 0.6673, decode.d0.loss_cls: 1.8766, decode.d0.loss_mask: 0.4508, decode.d0.loss_dice: 0.7708, decode.d1.loss_cls: 0.2717, decode.d1.loss_mask: 0.4238, decode.d1.loss_dice: 0.7070, decode.d2.loss_cls: 0.2289, decode.d2.loss_mask: 0.4136, decode.d2.loss_dice: 0.6848, decode.d3.loss_cls: 0.2063, decode.d3.loss_mask: 0.4108, decode.d3.loss_dice: 0.6731, decode.d4.loss_cls: 0.1913, decode.d4.loss_mask: 0.4102, decode.d4.loss_dice: 0.6734, decode.d5.loss_cls: 0.1904, decode.d5.loss_mask: 0.4092, decode.d5.loss_dice: 0.6700, decode.d6.loss_cls: 0.1815, decode.d6.loss_mask: 0.4087, decode.d6.loss_dice: 0.6693, decode.d7.loss_cls: 0.1834, decode.d7.loss_mask: 0.4084, decode.d7.loss_dice: 0.6667, decode.d8.loss_cls: 0.1864, decode.d8.loss_mask: 0.4081, decode.d8.loss_dice: 0.6653, loss: 14.6979 2022-04-27 22:46:43,217 - mmseg - INFO - Iter [152900/160000] lr: 6.372e-08, eta: 2:08:35, time: 1.114, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1678, decode.loss_mask: 0.4200, decode.loss_dice: 0.6682, decode.d0.loss_cls: 1.8347, decode.d0.loss_mask: 0.4640, decode.d0.loss_dice: 0.7636, decode.d1.loss_cls: 0.2467, decode.d1.loss_mask: 0.4359, decode.d1.loss_dice: 0.7060, decode.d2.loss_cls: 0.2099, decode.d2.loss_mask: 0.4276, decode.d2.loss_dice: 0.6829, decode.d3.loss_cls: 0.1822, decode.d3.loss_mask: 0.4231, decode.d3.loss_dice: 0.6718, decode.d4.loss_cls: 0.1768, decode.d4.loss_mask: 0.4218, decode.d4.loss_dice: 0.6721, decode.d5.loss_cls: 0.1660, decode.d5.loss_mask: 0.4217, decode.d5.loss_dice: 0.6709, decode.d6.loss_cls: 0.1639, decode.d6.loss_mask: 0.4218, decode.d6.loss_dice: 0.6705, decode.d7.loss_cls: 0.1678, decode.d7.loss_mask: 0.4208, decode.d7.loss_dice: 0.6681, decode.d8.loss_cls: 0.1628, decode.d8.loss_mask: 0.4213, decode.d8.loss_dice: 0.6694, loss: 14.6000 2022-04-27 22:47:37,669 - mmseg - INFO - Iter [152950/160000] lr: 6.327e-08, eta: 2:07:41, time: 1.089, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1674, decode.loss_mask: 0.4124, decode.loss_dice: 0.6483, decode.d0.loss_cls: 1.8326, decode.d0.loss_mask: 0.4557, decode.d0.loss_dice: 0.7558, decode.d1.loss_cls: 0.2345, decode.d1.loss_mask: 0.4322, decode.d1.loss_dice: 0.6947, decode.d2.loss_cls: 0.2058, decode.d2.loss_mask: 0.4221, decode.d2.loss_dice: 0.6728, decode.d3.loss_cls: 0.1842, decode.d3.loss_mask: 0.4162, decode.d3.loss_dice: 0.6582, decode.d4.loss_cls: 0.1755, decode.d4.loss_mask: 0.4152, decode.d4.loss_dice: 0.6563, decode.d5.loss_cls: 0.1705, decode.d5.loss_mask: 0.4145, decode.d5.loss_dice: 0.6562, decode.d6.loss_cls: 0.1699, decode.d6.loss_mask: 0.4118, decode.d6.loss_dice: 0.6499, decode.d7.loss_cls: 0.1676, decode.d7.loss_mask: 0.4132, decode.d7.loss_dice: 0.6510, decode.d8.loss_cls: 0.1643, decode.d8.loss_mask: 0.4134, decode.d8.loss_dice: 0.6506, loss: 14.3726 2022-04-27 22:48:31,869 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 22:48:31,875 - mmseg - INFO - Iter [153000/160000] lr: 6.283e-08, eta: 2:06:46, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1471, decode.loss_mask: 0.4098, decode.loss_dice: 0.6635, decode.d0.loss_cls: 1.8215, decode.d0.loss_mask: 0.4545, decode.d0.loss_dice: 0.7664, decode.d1.loss_cls: 0.2289, decode.d1.loss_mask: 0.4274, decode.d1.loss_dice: 0.7005, decode.d2.loss_cls: 0.1802, decode.d2.loss_mask: 0.4202, decode.d2.loss_dice: 0.6823, decode.d3.loss_cls: 0.1696, decode.d3.loss_mask: 0.4141, decode.d3.loss_dice: 0.6755, decode.d4.loss_cls: 0.1595, decode.d4.loss_mask: 0.4140, decode.d4.loss_dice: 0.6727, decode.d5.loss_cls: 0.1502, decode.d5.loss_mask: 0.4120, decode.d5.loss_dice: 0.6725, decode.d6.loss_cls: 0.1528, decode.d6.loss_mask: 0.4106, decode.d6.loss_dice: 0.6683, decode.d7.loss_cls: 0.1535, decode.d7.loss_mask: 0.4109, decode.d7.loss_dice: 0.6669, decode.d8.loss_cls: 0.1440, decode.d8.loss_mask: 0.4107, decode.d8.loss_dice: 0.6703, loss: 14.3306 2022-04-27 22:49:26,302 - mmseg - INFO - Iter [153050/160000] lr: 6.238e-08, eta: 2:05:52, time: 1.089, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1464, decode.loss_mask: 0.4325, decode.loss_dice: 0.6569, decode.d0.loss_cls: 1.8025, decode.d0.loss_mask: 0.4725, decode.d0.loss_dice: 0.7490, decode.d1.loss_cls: 0.2222, decode.d1.loss_mask: 0.4501, decode.d1.loss_dice: 0.6958, decode.d2.loss_cls: 0.1801, decode.d2.loss_mask: 0.4438, decode.d2.loss_dice: 0.6754, decode.d3.loss_cls: 0.1633, decode.d3.loss_mask: 0.4396, decode.d3.loss_dice: 0.6604, decode.d4.loss_cls: 0.1548, decode.d4.loss_mask: 0.4371, decode.d4.loss_dice: 0.6625, decode.d5.loss_cls: 0.1523, decode.d5.loss_mask: 0.4357, decode.d5.loss_dice: 0.6610, decode.d6.loss_cls: 0.1475, decode.d6.loss_mask: 0.4345, decode.d6.loss_dice: 0.6585, decode.d7.loss_cls: 0.1473, decode.d7.loss_mask: 0.4330, decode.d7.loss_dice: 0.6597, decode.d8.loss_cls: 0.1469, decode.d8.loss_mask: 0.4317, decode.d8.loss_dice: 0.6564, loss: 14.4095 2022-04-27 22:50:21,026 - mmseg - INFO - Iter [153100/160000] lr: 6.193e-08, eta: 2:04:58, time: 1.094, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1497, decode.loss_mask: 0.4066, decode.loss_dice: 0.6537, decode.d0.loss_cls: 1.8372, decode.d0.loss_mask: 0.4461, decode.d0.loss_dice: 0.7495, decode.d1.loss_cls: 0.2263, decode.d1.loss_mask: 0.4235, decode.d1.loss_dice: 0.6922, decode.d2.loss_cls: 0.1883, decode.d2.loss_mask: 0.4136, decode.d2.loss_dice: 0.6740, decode.d3.loss_cls: 0.1692, decode.d3.loss_mask: 0.4117, decode.d3.loss_dice: 0.6614, decode.d4.loss_cls: 0.1614, decode.d4.loss_mask: 0.4094, decode.d4.loss_dice: 0.6616, decode.d5.loss_cls: 0.1577, decode.d5.loss_mask: 0.4092, decode.d5.loss_dice: 0.6613, decode.d6.loss_cls: 0.1506, decode.d6.loss_mask: 0.4089, decode.d6.loss_dice: 0.6571, decode.d7.loss_cls: 0.1540, decode.d7.loss_mask: 0.4073, decode.d7.loss_dice: 0.6596, decode.d8.loss_cls: 0.1482, decode.d8.loss_mask: 0.4074, decode.d8.loss_dice: 0.6562, loss: 14.2132 2022-04-27 22:51:15,445 - mmseg - INFO - Iter [153150/160000] lr: 6.148e-08, eta: 2:04:03, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1650, decode.loss_mask: 0.4277, decode.loss_dice: 0.6686, decode.d0.loss_cls: 1.8103, decode.d0.loss_mask: 0.4697, decode.d0.loss_dice: 0.7582, decode.d1.loss_cls: 0.2425, decode.d1.loss_mask: 0.4425, decode.d1.loss_dice: 0.7055, decode.d2.loss_cls: 0.2035, decode.d2.loss_mask: 0.4355, decode.d2.loss_dice: 0.6913, decode.d3.loss_cls: 0.1836, decode.d3.loss_mask: 0.4339, decode.d3.loss_dice: 0.6811, decode.d4.loss_cls: 0.1732, decode.d4.loss_mask: 0.4318, decode.d4.loss_dice: 0.6771, decode.d5.loss_cls: 0.1733, decode.d5.loss_mask: 0.4308, decode.d5.loss_dice: 0.6767, decode.d6.loss_cls: 0.1677, decode.d6.loss_mask: 0.4293, decode.d6.loss_dice: 0.6731, decode.d7.loss_cls: 0.1664, decode.d7.loss_mask: 0.4295, decode.d7.loss_dice: 0.6682, decode.d8.loss_cls: 0.1667, decode.d8.loss_mask: 0.4283, decode.d8.loss_dice: 0.6701, loss: 14.6812 2022-04-27 22:52:10,155 - mmseg - INFO - Iter [153200/160000] lr: 6.103e-08, eta: 2:03:09, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1661, decode.loss_mask: 0.4241, decode.loss_dice: 0.6606, decode.d0.loss_cls: 1.8227, decode.d0.loss_mask: 0.4701, decode.d0.loss_dice: 0.7589, decode.d1.loss_cls: 0.2499, decode.d1.loss_mask: 0.4436, decode.d1.loss_dice: 0.6949, decode.d2.loss_cls: 0.2090, decode.d2.loss_mask: 0.4331, decode.d2.loss_dice: 0.6763, decode.d3.loss_cls: 0.1865, decode.d3.loss_mask: 0.4285, decode.d3.loss_dice: 0.6622, decode.d4.loss_cls: 0.1841, decode.d4.loss_mask: 0.4279, decode.d4.loss_dice: 0.6648, decode.d5.loss_cls: 0.1814, decode.d5.loss_mask: 0.4270, decode.d5.loss_dice: 0.6639, decode.d6.loss_cls: 0.1718, decode.d6.loss_mask: 0.4258, decode.d6.loss_dice: 0.6546, decode.d7.loss_cls: 0.1670, decode.d7.loss_mask: 0.4251, decode.d7.loss_dice: 0.6607, decode.d8.loss_cls: 0.1634, decode.d8.loss_mask: 0.4246, decode.d8.loss_dice: 0.6564, loss: 14.5848 2022-04-27 22:53:04,425 - mmseg - INFO - Iter [153250/160000] lr: 6.058e-08, eta: 2:02:15, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1445, decode.loss_mask: 0.4182, decode.loss_dice: 0.6402, decode.d0.loss_cls: 1.7753, decode.d0.loss_mask: 0.4624, decode.d0.loss_dice: 0.7366, decode.d1.loss_cls: 0.2234, decode.d1.loss_mask: 0.4350, decode.d1.loss_dice: 0.6819, decode.d2.loss_cls: 0.1820, decode.d2.loss_mask: 0.4294, decode.d2.loss_dice: 0.6638, decode.d3.loss_cls: 0.1635, decode.d3.loss_mask: 0.4238, decode.d3.loss_dice: 0.6484, decode.d4.loss_cls: 0.1565, decode.d4.loss_mask: 0.4232, decode.d4.loss_dice: 0.6512, decode.d5.loss_cls: 0.1569, decode.d5.loss_mask: 0.4218, decode.d5.loss_dice: 0.6489, decode.d6.loss_cls: 0.1488, decode.d6.loss_mask: 0.4205, decode.d6.loss_dice: 0.6437, decode.d7.loss_cls: 0.1446, decode.d7.loss_mask: 0.4182, decode.d7.loss_dice: 0.6449, decode.d8.loss_cls: 0.1441, decode.d8.loss_mask: 0.4179, decode.d8.loss_dice: 0.6427, loss: 14.1121 2022-04-27 22:53:59,172 - mmseg - INFO - Iter [153300/160000] lr: 6.013e-08, eta: 2:01:20, time: 1.097, data_time: 0.018, memory: 64049, decode.loss_cls: 0.1608, decode.loss_mask: 0.4299, decode.loss_dice: 0.6837, decode.d0.loss_cls: 1.8348, decode.d0.loss_mask: 0.4702, decode.d0.loss_dice: 0.7765, decode.d1.loss_cls: 0.2390, decode.d1.loss_mask: 0.4402, decode.d1.loss_dice: 0.7154, decode.d2.loss_cls: 0.2032, decode.d2.loss_mask: 0.4354, decode.d2.loss_dice: 0.7023, decode.d3.loss_cls: 0.1841, decode.d3.loss_mask: 0.4329, decode.d3.loss_dice: 0.6928, decode.d4.loss_cls: 0.1735, decode.d4.loss_mask: 0.4318, decode.d4.loss_dice: 0.6907, decode.d5.loss_cls: 0.1722, decode.d5.loss_mask: 0.4309, decode.d5.loss_dice: 0.6874, decode.d6.loss_cls: 0.1673, decode.d6.loss_mask: 0.4305, decode.d6.loss_dice: 0.6801, decode.d7.loss_cls: 0.1634, decode.d7.loss_mask: 0.4309, decode.d7.loss_dice: 0.6843, decode.d8.loss_cls: 0.1600, decode.d8.loss_mask: 0.4296, decode.d8.loss_dice: 0.6847, loss: 14.8185 2022-04-27 22:54:53,113 - mmseg - INFO - Iter [153350/160000] lr: 5.968e-08, eta: 2:00:26, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1631, decode.loss_mask: 0.4230, decode.loss_dice: 0.6745, decode.d0.loss_cls: 1.8122, decode.d0.loss_mask: 0.4695, decode.d0.loss_dice: 0.7841, decode.d1.loss_cls: 0.2473, decode.d1.loss_mask: 0.4391, decode.d1.loss_dice: 0.7117, decode.d2.loss_cls: 0.2027, decode.d2.loss_mask: 0.4334, decode.d2.loss_dice: 0.6963, decode.d3.loss_cls: 0.1920, decode.d3.loss_mask: 0.4281, decode.d3.loss_dice: 0.6881, decode.d4.loss_cls: 0.1740, decode.d4.loss_mask: 0.4263, decode.d4.loss_dice: 0.6845, decode.d5.loss_cls: 0.1731, decode.d5.loss_mask: 0.4261, decode.d5.loss_dice: 0.6801, decode.d6.loss_cls: 0.1689, decode.d6.loss_mask: 0.4252, decode.d6.loss_dice: 0.6773, decode.d7.loss_cls: 0.1639, decode.d7.loss_mask: 0.4239, decode.d7.loss_dice: 0.6750, decode.d8.loss_cls: 0.1626, decode.d8.loss_mask: 0.4230, decode.d8.loss_dice: 0.6763, loss: 14.7254 2022-04-27 22:55:47,422 - mmseg - INFO - Iter [153400/160000] lr: 5.924e-08, eta: 1:59:32, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1576, decode.loss_mask: 0.4444, decode.loss_dice: 0.6724, decode.d0.loss_cls: 1.7860, decode.d0.loss_mask: 0.4860, decode.d0.loss_dice: 0.7711, decode.d1.loss_cls: 0.2428, decode.d1.loss_mask: 0.4609, decode.d1.loss_dice: 0.7130, decode.d2.loss_cls: 0.2001, decode.d2.loss_mask: 0.4539, decode.d2.loss_dice: 0.6920, decode.d3.loss_cls: 0.1765, decode.d3.loss_mask: 0.4478, decode.d3.loss_dice: 0.6778, decode.d4.loss_cls: 0.1706, decode.d4.loss_mask: 0.4459, decode.d4.loss_dice: 0.6801, decode.d5.loss_cls: 0.1704, decode.d5.loss_mask: 0.4468, decode.d5.loss_dice: 0.6798, decode.d6.loss_cls: 0.1591, decode.d6.loss_mask: 0.4467, decode.d6.loss_dice: 0.6742, decode.d7.loss_cls: 0.1636, decode.d7.loss_mask: 0.4454, decode.d7.loss_dice: 0.6712, decode.d8.loss_cls: 0.1551, decode.d8.loss_mask: 0.4451, decode.d8.loss_dice: 0.6751, loss: 14.8115 2022-04-27 22:56:41,669 - mmseg - INFO - Iter [153450/160000] lr: 5.879e-08, eta: 1:58:37, time: 1.085, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1663, decode.loss_mask: 0.4187, decode.loss_dice: 0.6621, decode.d0.loss_cls: 1.7944, decode.d0.loss_mask: 0.4595, decode.d0.loss_dice: 0.7639, decode.d1.loss_cls: 0.2419, decode.d1.loss_mask: 0.4353, decode.d1.loss_dice: 0.7041, decode.d2.loss_cls: 0.2024, decode.d2.loss_mask: 0.4256, decode.d2.loss_dice: 0.6855, decode.d3.loss_cls: 0.1887, decode.d3.loss_mask: 0.4221, decode.d3.loss_dice: 0.6735, decode.d4.loss_cls: 0.1802, decode.d4.loss_mask: 0.4218, decode.d4.loss_dice: 0.6734, decode.d5.loss_cls: 0.1709, decode.d5.loss_mask: 0.4209, decode.d5.loss_dice: 0.6722, decode.d6.loss_cls: 0.1688, decode.d6.loss_mask: 0.4200, decode.d6.loss_dice: 0.6694, decode.d7.loss_cls: 0.1657, decode.d7.loss_mask: 0.4185, decode.d7.loss_dice: 0.6675, decode.d8.loss_cls: 0.1702, decode.d8.loss_mask: 0.4178, decode.d8.loss_dice: 0.6651, loss: 14.5464 2022-04-27 22:57:35,263 - mmseg - INFO - Iter [153500/160000] lr: 5.834e-08, eta: 1:57:43, time: 1.072, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1664, decode.loss_mask: 0.4180, decode.loss_dice: 0.6504, decode.d0.loss_cls: 1.8116, decode.d0.loss_mask: 0.4586, decode.d0.loss_dice: 0.7479, decode.d1.loss_cls: 0.2502, decode.d1.loss_mask: 0.4346, decode.d1.loss_dice: 0.6901, decode.d2.loss_cls: 0.2134, decode.d2.loss_mask: 0.4268, decode.d2.loss_dice: 0.6736, decode.d3.loss_cls: 0.1917, decode.d3.loss_mask: 0.4212, decode.d3.loss_dice: 0.6593, decode.d4.loss_cls: 0.1813, decode.d4.loss_mask: 0.4202, decode.d4.loss_dice: 0.6609, decode.d5.loss_cls: 0.1753, decode.d5.loss_mask: 0.4186, decode.d5.loss_dice: 0.6552, decode.d6.loss_cls: 0.1643, decode.d6.loss_mask: 0.4187, decode.d6.loss_dice: 0.6541, decode.d7.loss_cls: 0.1634, decode.d7.loss_mask: 0.4187, decode.d7.loss_dice: 0.6529, decode.d8.loss_cls: 0.1694, decode.d8.loss_mask: 0.4180, decode.d8.loss_dice: 0.6522, loss: 14.4368 2022-04-27 22:58:29,938 - mmseg - INFO - Iter [153550/160000] lr: 5.789e-08, eta: 1:56:49, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1600, decode.loss_mask: 0.4244, decode.loss_dice: 0.6556, decode.d0.loss_cls: 1.7851, decode.d0.loss_mask: 0.4675, decode.d0.loss_dice: 0.7516, decode.d1.loss_cls: 0.2337, decode.d1.loss_mask: 0.4404, decode.d1.loss_dice: 0.6910, decode.d2.loss_cls: 0.2002, decode.d2.loss_mask: 0.4312, decode.d2.loss_dice: 0.6737, decode.d3.loss_cls: 0.1795, decode.d3.loss_mask: 0.4283, decode.d3.loss_dice: 0.6605, decode.d4.loss_cls: 0.1717, decode.d4.loss_mask: 0.4265, decode.d4.loss_dice: 0.6621, decode.d5.loss_cls: 0.1665, decode.d5.loss_mask: 0.4251, decode.d5.loss_dice: 0.6599, decode.d6.loss_cls: 0.1639, decode.d6.loss_mask: 0.4249, decode.d6.loss_dice: 0.6571, decode.d7.loss_cls: 0.1610, decode.d7.loss_mask: 0.4244, decode.d7.loss_dice: 0.6529, decode.d8.loss_cls: 0.1575, decode.d8.loss_mask: 0.4237, decode.d8.loss_dice: 0.6567, loss: 14.4167 2022-04-27 22:59:24,123 - mmseg - INFO - Iter [153600/160000] lr: 5.744e-08, eta: 1:55:54, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1782, decode.loss_mask: 0.4247, decode.loss_dice: 0.7004, decode.d0.loss_cls: 1.8824, decode.d0.loss_mask: 0.4656, decode.d0.loss_dice: 0.8137, decode.d1.loss_cls: 0.2752, decode.d1.loss_mask: 0.4412, decode.d1.loss_dice: 0.7441, decode.d2.loss_cls: 0.2211, decode.d2.loss_mask: 0.4334, decode.d2.loss_dice: 0.7283, decode.d3.loss_cls: 0.2045, decode.d3.loss_mask: 0.4295, decode.d3.loss_dice: 0.7107, decode.d4.loss_cls: 0.1943, decode.d4.loss_mask: 0.4282, decode.d4.loss_dice: 0.7112, decode.d5.loss_cls: 0.1948, decode.d5.loss_mask: 0.4262, decode.d5.loss_dice: 0.7064, decode.d6.loss_cls: 0.1849, decode.d6.loss_mask: 0.4282, decode.d6.loss_dice: 0.7059, decode.d7.loss_cls: 0.1777, decode.d7.loss_mask: 0.4261, decode.d7.loss_dice: 0.7062, decode.d8.loss_cls: 0.1805, decode.d8.loss_mask: 0.4258, decode.d8.loss_dice: 0.7040, loss: 15.2534 2022-04-27 23:00:17,965 - mmseg - INFO - Iter [153650/160000] lr: 5.699e-08, eta: 1:55:00, time: 1.077, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1723, decode.loss_mask: 0.4210, decode.loss_dice: 0.6602, decode.d0.loss_cls: 1.7887, decode.d0.loss_mask: 0.4665, decode.d0.loss_dice: 0.7620, decode.d1.loss_cls: 0.2467, decode.d1.loss_mask: 0.4379, decode.d1.loss_dice: 0.6939, decode.d2.loss_cls: 0.1956, decode.d2.loss_mask: 0.4303, decode.d2.loss_dice: 0.6780, decode.d3.loss_cls: 0.1816, decode.d3.loss_mask: 0.4281, decode.d3.loss_dice: 0.6692, decode.d4.loss_cls: 0.1740, decode.d4.loss_mask: 0.4267, decode.d4.loss_dice: 0.6662, decode.d5.loss_cls: 0.1665, decode.d5.loss_mask: 0.4263, decode.d5.loss_dice: 0.6647, decode.d6.loss_cls: 0.1689, decode.d6.loss_mask: 0.4257, decode.d6.loss_dice: 0.6593, decode.d7.loss_cls: 0.1674, decode.d7.loss_mask: 0.4239, decode.d7.loss_dice: 0.6604, decode.d8.loss_cls: 0.1700, decode.d8.loss_mask: 0.4224, decode.d8.loss_dice: 0.6623, loss: 14.5166 2022-04-27 23:01:11,963 - mmseg - INFO - Iter [153700/160000] lr: 5.654e-08, eta: 1:54:06, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1472, decode.loss_mask: 0.4325, decode.loss_dice: 0.6627, decode.d0.loss_cls: 1.7955, decode.d0.loss_mask: 0.4738, decode.d0.loss_dice: 0.7660, decode.d1.loss_cls: 0.2373, decode.d1.loss_mask: 0.4497, decode.d1.loss_dice: 0.7028, decode.d2.loss_cls: 0.1871, decode.d2.loss_mask: 0.4405, decode.d2.loss_dice: 0.6821, decode.d3.loss_cls: 0.1702, decode.d3.loss_mask: 0.4341, decode.d3.loss_dice: 0.6711, decode.d4.loss_cls: 0.1615, decode.d4.loss_mask: 0.4337, decode.d4.loss_dice: 0.6671, decode.d5.loss_cls: 0.1553, decode.d5.loss_mask: 0.4337, decode.d5.loss_dice: 0.6668, decode.d6.loss_cls: 0.1500, decode.d6.loss_mask: 0.4342, decode.d6.loss_dice: 0.6670, decode.d7.loss_cls: 0.1482, decode.d7.loss_mask: 0.4320, decode.d7.loss_dice: 0.6608, decode.d8.loss_cls: 0.1473, decode.d8.loss_mask: 0.4318, decode.d8.loss_dice: 0.6603, loss: 14.5022 2022-04-27 23:02:06,095 - mmseg - INFO - Iter [153750/160000] lr: 5.609e-08, eta: 1:53:11, time: 1.086, data_time: 0.018, memory: 64049, decode.loss_cls: 0.1658, decode.loss_mask: 0.4175, decode.loss_dice: 0.6587, decode.d0.loss_cls: 1.8236, decode.d0.loss_mask: 0.4686, decode.d0.loss_dice: 0.7605, decode.d1.loss_cls: 0.2375, decode.d1.loss_mask: 0.4346, decode.d1.loss_dice: 0.6939, decode.d2.loss_cls: 0.2114, decode.d2.loss_mask: 0.4254, decode.d2.loss_dice: 0.6803, decode.d3.loss_cls: 0.1825, decode.d3.loss_mask: 0.4231, decode.d3.loss_dice: 0.6658, decode.d4.loss_cls: 0.1776, decode.d4.loss_mask: 0.4218, decode.d4.loss_dice: 0.6667, decode.d5.loss_cls: 0.1725, decode.d5.loss_mask: 0.4208, decode.d5.loss_dice: 0.6639, decode.d6.loss_cls: 0.1723, decode.d6.loss_mask: 0.4200, decode.d6.loss_dice: 0.6646, decode.d7.loss_cls: 0.1680, decode.d7.loss_mask: 0.4198, decode.d7.loss_dice: 0.6618, decode.d8.loss_cls: 0.1684, decode.d8.loss_mask: 0.4187, decode.d8.loss_dice: 0.6602, loss: 14.5266 2022-04-27 23:03:00,192 - mmseg - INFO - Iter [153800/160000] lr: 5.565e-08, eta: 1:52:17, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1608, decode.loss_mask: 0.4209, decode.loss_dice: 0.6601, decode.d0.loss_cls: 1.7705, decode.d0.loss_mask: 0.4625, decode.d0.loss_dice: 0.7584, decode.d1.loss_cls: 0.2321, decode.d1.loss_mask: 0.4358, decode.d1.loss_dice: 0.6973, decode.d2.loss_cls: 0.1937, decode.d2.loss_mask: 0.4287, decode.d2.loss_dice: 0.6769, decode.d3.loss_cls: 0.1771, decode.d3.loss_mask: 0.4244, decode.d3.loss_dice: 0.6683, decode.d4.loss_cls: 0.1683, decode.d4.loss_mask: 0.4256, decode.d4.loss_dice: 0.6698, decode.d5.loss_cls: 0.1688, decode.d5.loss_mask: 0.4232, decode.d5.loss_dice: 0.6622, decode.d6.loss_cls: 0.1574, decode.d6.loss_mask: 0.4237, decode.d6.loss_dice: 0.6636, decode.d7.loss_cls: 0.1578, decode.d7.loss_mask: 0.4213, decode.d7.loss_dice: 0.6639, decode.d8.loss_cls: 0.1581, decode.d8.loss_mask: 0.4212, decode.d8.loss_dice: 0.6615, loss: 14.4139 2022-04-27 23:03:54,551 - mmseg - INFO - Iter [153850/160000] lr: 5.520e-08, eta: 1:51:23, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1733, decode.loss_mask: 0.4246, decode.loss_dice: 0.6736, decode.d0.loss_cls: 1.8024, decode.d0.loss_mask: 0.4679, decode.d0.loss_dice: 0.7735, decode.d1.loss_cls: 0.2477, decode.d1.loss_mask: 0.4415, decode.d1.loss_dice: 0.7136, decode.d2.loss_cls: 0.2134, decode.d2.loss_mask: 0.4316, decode.d2.loss_dice: 0.6930, decode.d3.loss_cls: 0.1987, decode.d3.loss_mask: 0.4283, decode.d3.loss_dice: 0.6844, decode.d4.loss_cls: 0.1915, decode.d4.loss_mask: 0.4283, decode.d4.loss_dice: 0.6822, decode.d5.loss_cls: 0.1869, decode.d5.loss_mask: 0.4274, decode.d5.loss_dice: 0.6834, decode.d6.loss_cls: 0.1795, decode.d6.loss_mask: 0.4260, decode.d6.loss_dice: 0.6751, decode.d7.loss_cls: 0.1701, decode.d7.loss_mask: 0.4245, decode.d7.loss_dice: 0.6793, decode.d8.loss_cls: 0.1733, decode.d8.loss_mask: 0.4241, decode.d8.loss_dice: 0.6727, loss: 14.7917 2022-04-27 23:04:48,797 - mmseg - INFO - Iter [153900/160000] lr: 5.475e-08, eta: 1:50:28, time: 1.085, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1579, decode.loss_mask: 0.4266, decode.loss_dice: 0.6567, decode.d0.loss_cls: 1.7960, decode.d0.loss_mask: 0.4731, decode.d0.loss_dice: 0.7567, decode.d1.loss_cls: 0.2326, decode.d1.loss_mask: 0.4455, decode.d1.loss_dice: 0.6916, decode.d2.loss_cls: 0.2012, decode.d2.loss_mask: 0.4341, decode.d2.loss_dice: 0.6731, decode.d3.loss_cls: 0.1800, decode.d3.loss_mask: 0.4330, decode.d3.loss_dice: 0.6668, decode.d4.loss_cls: 0.1709, decode.d4.loss_mask: 0.4323, decode.d4.loss_dice: 0.6644, decode.d5.loss_cls: 0.1679, decode.d5.loss_mask: 0.4298, decode.d5.loss_dice: 0.6606, decode.d6.loss_cls: 0.1602, decode.d6.loss_mask: 0.4288, decode.d6.loss_dice: 0.6592, decode.d7.loss_cls: 0.1588, decode.d7.loss_mask: 0.4285, decode.d7.loss_dice: 0.6584, decode.d8.loss_cls: 0.1561, decode.d8.loss_mask: 0.4271, decode.d8.loss_dice: 0.6601, loss: 14.4878 2022-04-27 23:05:42,922 - mmseg - INFO - Iter [153950/160000] lr: 5.430e-08, eta: 1:49:34, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1559, decode.loss_mask: 0.4068, decode.loss_dice: 0.6400, decode.d0.loss_cls: 1.7790, decode.d0.loss_mask: 0.4408, decode.d0.loss_dice: 0.7331, decode.d1.loss_cls: 0.2287, decode.d1.loss_mask: 0.4195, decode.d1.loss_dice: 0.6795, decode.d2.loss_cls: 0.1994, decode.d2.loss_mask: 0.4151, decode.d2.loss_dice: 0.6622, decode.d3.loss_cls: 0.1777, decode.d3.loss_mask: 0.4094, decode.d3.loss_dice: 0.6473, decode.d4.loss_cls: 0.1694, decode.d4.loss_mask: 0.4106, decode.d4.loss_dice: 0.6486, decode.d5.loss_cls: 0.1625, decode.d5.loss_mask: 0.4096, decode.d5.loss_dice: 0.6474, decode.d6.loss_cls: 0.1604, decode.d6.loss_mask: 0.4077, decode.d6.loss_dice: 0.6435, decode.d7.loss_cls: 0.1555, decode.d7.loss_mask: 0.4079, decode.d7.loss_dice: 0.6464, decode.d8.loss_cls: 0.1517, decode.d8.loss_mask: 0.4068, decode.d8.loss_dice: 0.6432, loss: 14.0656 2022-04-27 23:06:37,427 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 23:06:37,428 - mmseg - INFO - Iter [154000/160000] lr: 5.385e-08, eta: 1:48:40, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1641, decode.loss_mask: 0.4209, decode.loss_dice: 0.6725, decode.d0.loss_cls: 1.8029, decode.d0.loss_mask: 0.4647, decode.d0.loss_dice: 0.7704, decode.d1.loss_cls: 0.2489, decode.d1.loss_mask: 0.4397, decode.d1.loss_dice: 0.7062, decode.d2.loss_cls: 0.2032, decode.d2.loss_mask: 0.4286, decode.d2.loss_dice: 0.6903, decode.d3.loss_cls: 0.1934, decode.d3.loss_mask: 0.4251, decode.d3.loss_dice: 0.6737, decode.d4.loss_cls: 0.1806, decode.d4.loss_mask: 0.4243, decode.d4.loss_dice: 0.6740, decode.d5.loss_cls: 0.1812, decode.d5.loss_mask: 0.4212, decode.d5.loss_dice: 0.6728, decode.d6.loss_cls: 0.1689, decode.d6.loss_mask: 0.4230, decode.d6.loss_dice: 0.6733, decode.d7.loss_cls: 0.1687, decode.d7.loss_mask: 0.4229, decode.d7.loss_dice: 0.6758, decode.d8.loss_cls: 0.1654, decode.d8.loss_mask: 0.4222, decode.d8.loss_dice: 0.6724, loss: 14.6516 2022-04-27 23:07:31,727 - mmseg - INFO - Iter [154050/160000] lr: 5.340e-08, eta: 1:47:45, time: 1.086, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1774, decode.loss_mask: 0.4195, decode.loss_dice: 0.6704, decode.d0.loss_cls: 1.8721, decode.d0.loss_mask: 0.4683, decode.d0.loss_dice: 0.7841, decode.d1.loss_cls: 0.2703, decode.d1.loss_mask: 0.4398, decode.d1.loss_dice: 0.7165, decode.d2.loss_cls: 0.2250, decode.d2.loss_mask: 0.4315, decode.d2.loss_dice: 0.6973, decode.d3.loss_cls: 0.2045, decode.d3.loss_mask: 0.4272, decode.d3.loss_dice: 0.6820, decode.d4.loss_cls: 0.1917, decode.d4.loss_mask: 0.4250, decode.d4.loss_dice: 0.6785, decode.d5.loss_cls: 0.1866, decode.d5.loss_mask: 0.4224, decode.d5.loss_dice: 0.6774, decode.d6.loss_cls: 0.1815, decode.d6.loss_mask: 0.4207, decode.d6.loss_dice: 0.6770, decode.d7.loss_cls: 0.1803, decode.d7.loss_mask: 0.4202, decode.d7.loss_dice: 0.6742, decode.d8.loss_cls: 0.1758, decode.d8.loss_mask: 0.4194, decode.d8.loss_dice: 0.6742, loss: 14.8908 2022-04-27 23:08:29,498 - mmseg - INFO - Iter [154100/160000] lr: 5.295e-08, eta: 1:46:51, time: 1.156, data_time: 0.071, memory: 64049, decode.loss_cls: 0.1897, decode.loss_mask: 0.4338, decode.loss_dice: 0.6809, decode.d0.loss_cls: 1.8289, decode.d0.loss_mask: 0.4827, decode.d0.loss_dice: 0.7846, decode.d1.loss_cls: 0.2664, decode.d1.loss_mask: 0.4531, decode.d1.loss_dice: 0.7211, decode.d2.loss_cls: 0.2318, decode.d2.loss_mask: 0.4430, decode.d2.loss_dice: 0.7016, decode.d3.loss_cls: 0.2120, decode.d3.loss_mask: 0.4390, decode.d3.loss_dice: 0.6913, decode.d4.loss_cls: 0.2018, decode.d4.loss_mask: 0.4382, decode.d4.loss_dice: 0.6900, decode.d5.loss_cls: 0.2031, decode.d5.loss_mask: 0.4364, decode.d5.loss_dice: 0.6896, decode.d6.loss_cls: 0.1950, decode.d6.loss_mask: 0.4339, decode.d6.loss_dice: 0.6832, decode.d7.loss_cls: 0.1929, decode.d7.loss_mask: 0.4338, decode.d7.loss_dice: 0.6870, decode.d8.loss_cls: 0.1932, decode.d8.loss_mask: 0.4351, decode.d8.loss_dice: 0.6859, loss: 15.1592 2022-04-27 23:09:24,883 - mmseg - INFO - Iter [154150/160000] lr: 5.251e-08, eta: 1:45:57, time: 1.108, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1798, decode.loss_mask: 0.4042, decode.loss_dice: 0.6713, decode.d0.loss_cls: 1.7948, decode.d0.loss_mask: 0.4478, decode.d0.loss_dice: 0.7726, decode.d1.loss_cls: 0.2514, decode.d1.loss_mask: 0.4203, decode.d1.loss_dice: 0.7141, decode.d2.loss_cls: 0.2183, decode.d2.loss_mask: 0.4137, decode.d2.loss_dice: 0.6940, decode.d3.loss_cls: 0.1976, decode.d3.loss_mask: 0.4102, decode.d3.loss_dice: 0.6776, decode.d4.loss_cls: 0.1925, decode.d4.loss_mask: 0.4111, decode.d4.loss_dice: 0.6786, decode.d5.loss_cls: 0.1957, decode.d5.loss_mask: 0.4092, decode.d5.loss_dice: 0.6765, decode.d6.loss_cls: 0.1883, decode.d6.loss_mask: 0.4058, decode.d6.loss_dice: 0.6718, decode.d7.loss_cls: 0.1842, decode.d7.loss_mask: 0.4058, decode.d7.loss_dice: 0.6751, decode.d8.loss_cls: 0.1810, decode.d8.loss_mask: 0.4060, decode.d8.loss_dice: 0.6746, loss: 14.6239 2022-04-27 23:10:18,777 - mmseg - INFO - Iter [154200/160000] lr: 5.206e-08, eta: 1:45:02, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1622, decode.loss_mask: 0.4291, decode.loss_dice: 0.6811, decode.d0.loss_cls: 1.7976, decode.d0.loss_mask: 0.4726, decode.d0.loss_dice: 0.7782, decode.d1.loss_cls: 0.2438, decode.d1.loss_mask: 0.4434, decode.d1.loss_dice: 0.7223, decode.d2.loss_cls: 0.2001, decode.d2.loss_mask: 0.4374, decode.d2.loss_dice: 0.7024, decode.d3.loss_cls: 0.1777, decode.d3.loss_mask: 0.4325, decode.d3.loss_dice: 0.6898, decode.d4.loss_cls: 0.1726, decode.d4.loss_mask: 0.4313, decode.d4.loss_dice: 0.6878, decode.d5.loss_cls: 0.1673, decode.d5.loss_mask: 0.4289, decode.d5.loss_dice: 0.6876, decode.d6.loss_cls: 0.1624, decode.d6.loss_mask: 0.4290, decode.d6.loss_dice: 0.6801, decode.d7.loss_cls: 0.1624, decode.d7.loss_mask: 0.4285, decode.d7.loss_dice: 0.6853, decode.d8.loss_cls: 0.1631, decode.d8.loss_mask: 0.4295, decode.d8.loss_dice: 0.6864, loss: 14.7723 2022-04-27 23:11:12,704 - mmseg - INFO - Iter [154250/160000] lr: 5.161e-08, eta: 1:44:08, time: 1.079, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1572, decode.loss_mask: 0.4236, decode.loss_dice: 0.6669, decode.d0.loss_cls: 1.8235, decode.d0.loss_mask: 0.4614, decode.d0.loss_dice: 0.7609, decode.d1.loss_cls: 0.2371, decode.d1.loss_mask: 0.4379, decode.d1.loss_dice: 0.7044, decode.d2.loss_cls: 0.1919, decode.d2.loss_mask: 0.4301, decode.d2.loss_dice: 0.6831, decode.d3.loss_cls: 0.1794, decode.d3.loss_mask: 0.4267, decode.d3.loss_dice: 0.6748, decode.d4.loss_cls: 0.1719, decode.d4.loss_mask: 0.4261, decode.d4.loss_dice: 0.6706, decode.d5.loss_cls: 0.1705, decode.d5.loss_mask: 0.4246, decode.d5.loss_dice: 0.6696, decode.d6.loss_cls: 0.1640, decode.d6.loss_mask: 0.4236, decode.d6.loss_dice: 0.6667, decode.d7.loss_cls: 0.1630, decode.d7.loss_mask: 0.4223, decode.d7.loss_dice: 0.6665, decode.d8.loss_cls: 0.1542, decode.d8.loss_mask: 0.4231, decode.d8.loss_dice: 0.6678, loss: 14.5434 2022-04-27 23:12:06,591 - mmseg - INFO - Iter [154300/160000] lr: 5.116e-08, eta: 1:43:14, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1349, decode.loss_mask: 0.4172, decode.loss_dice: 0.6459, decode.d0.loss_cls: 1.8229, decode.d0.loss_mask: 0.4653, decode.d0.loss_dice: 0.7519, decode.d1.loss_cls: 0.2257, decode.d1.loss_mask: 0.4365, decode.d1.loss_dice: 0.6866, decode.d2.loss_cls: 0.1880, decode.d2.loss_mask: 0.4273, decode.d2.loss_dice: 0.6684, decode.d3.loss_cls: 0.1632, decode.d3.loss_mask: 0.4231, decode.d3.loss_dice: 0.6548, decode.d4.loss_cls: 0.1568, decode.d4.loss_mask: 0.4222, decode.d4.loss_dice: 0.6551, decode.d5.loss_cls: 0.1516, decode.d5.loss_mask: 0.4206, decode.d5.loss_dice: 0.6539, decode.d6.loss_cls: 0.1460, decode.d6.loss_mask: 0.4184, decode.d6.loss_dice: 0.6476, decode.d7.loss_cls: 0.1449, decode.d7.loss_mask: 0.4188, decode.d7.loss_dice: 0.6518, decode.d8.loss_cls: 0.1430, decode.d8.loss_mask: 0.4176, decode.d8.loss_dice: 0.6474, loss: 14.2073 2022-04-27 23:13:00,191 - mmseg - INFO - Iter [154350/160000] lr: 5.071e-08, eta: 1:42:19, time: 1.072, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1715, decode.loss_mask: 0.4402, decode.loss_dice: 0.6650, decode.d0.loss_cls: 1.7782, decode.d0.loss_mask: 0.4828, decode.d0.loss_dice: 0.7672, decode.d1.loss_cls: 0.2512, decode.d1.loss_mask: 0.4570, decode.d1.loss_dice: 0.7085, decode.d2.loss_cls: 0.2097, decode.d2.loss_mask: 0.4482, decode.d2.loss_dice: 0.6869, decode.d3.loss_cls: 0.1909, decode.d3.loss_mask: 0.4455, decode.d3.loss_dice: 0.6745, decode.d4.loss_cls: 0.1804, decode.d4.loss_mask: 0.4442, decode.d4.loss_dice: 0.6699, decode.d5.loss_cls: 0.1841, decode.d5.loss_mask: 0.4427, decode.d5.loss_dice: 0.6678, decode.d6.loss_cls: 0.1783, decode.d6.loss_mask: 0.4406, decode.d6.loss_dice: 0.6639, decode.d7.loss_cls: 0.1757, decode.d7.loss_mask: 0.4403, decode.d7.loss_dice: 0.6659, decode.d8.loss_cls: 0.1695, decode.d8.loss_mask: 0.4415, decode.d8.loss_dice: 0.6613, loss: 14.8032 2022-04-27 23:13:54,481 - mmseg - INFO - Iter [154400/160000] lr: 5.026e-08, eta: 1:41:25, time: 1.086, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1688, decode.loss_mask: 0.4149, decode.loss_dice: 0.6777, decode.d0.loss_cls: 1.8516, decode.d0.loss_mask: 0.4582, decode.d0.loss_dice: 0.7847, decode.d1.loss_cls: 0.2453, decode.d1.loss_mask: 0.4292, decode.d1.loss_dice: 0.7156, decode.d2.loss_cls: 0.2061, decode.d2.loss_mask: 0.4231, decode.d2.loss_dice: 0.6963, decode.d3.loss_cls: 0.1880, decode.d3.loss_mask: 0.4200, decode.d3.loss_dice: 0.6832, decode.d4.loss_cls: 0.1766, decode.d4.loss_mask: 0.4191, decode.d4.loss_dice: 0.6849, decode.d5.loss_cls: 0.1797, decode.d5.loss_mask: 0.4171, decode.d5.loss_dice: 0.6785, decode.d6.loss_cls: 0.1696, decode.d6.loss_mask: 0.4153, decode.d6.loss_dice: 0.6756, decode.d7.loss_cls: 0.1726, decode.d7.loss_mask: 0.4152, decode.d7.loss_dice: 0.6765, decode.d8.loss_cls: 0.1663, decode.d8.loss_mask: 0.4148, decode.d8.loss_dice: 0.6788, loss: 14.7034 2022-04-27 23:14:48,375 - mmseg - INFO - Iter [154450/160000] lr: 4.981e-08, eta: 1:40:31, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1718, decode.loss_mask: 0.4244, decode.loss_dice: 0.6702, decode.d0.loss_cls: 1.8348, decode.d0.loss_mask: 0.4712, decode.d0.loss_dice: 0.7771, decode.d1.loss_cls: 0.2514, decode.d1.loss_mask: 0.4423, decode.d1.loss_dice: 0.7152, decode.d2.loss_cls: 0.2179, decode.d2.loss_mask: 0.4348, decode.d2.loss_dice: 0.6969, decode.d3.loss_cls: 0.1956, decode.d3.loss_mask: 0.4298, decode.d3.loss_dice: 0.6813, decode.d4.loss_cls: 0.1902, decode.d4.loss_mask: 0.4276, decode.d4.loss_dice: 0.6782, decode.d5.loss_cls: 0.1857, decode.d5.loss_mask: 0.4267, decode.d5.loss_dice: 0.6776, decode.d6.loss_cls: 0.1703, decode.d6.loss_mask: 0.4282, decode.d6.loss_dice: 0.6738, decode.d7.loss_cls: 0.1651, decode.d7.loss_mask: 0.4265, decode.d7.loss_dice: 0.6744, decode.d8.loss_cls: 0.1690, decode.d8.loss_mask: 0.4248, decode.d8.loss_dice: 0.6706, loss: 14.8032 2022-04-27 23:15:41,677 - mmseg - INFO - Iter [154500/160000] lr: 4.936e-08, eta: 1:39:36, time: 1.066, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1570, decode.loss_mask: 0.4027, decode.loss_dice: 0.6421, decode.d0.loss_cls: 1.8087, decode.d0.loss_mask: 0.4441, decode.d0.loss_dice: 0.7458, decode.d1.loss_cls: 0.2458, decode.d1.loss_mask: 0.4180, decode.d1.loss_dice: 0.6862, decode.d2.loss_cls: 0.2060, decode.d2.loss_mask: 0.4103, decode.d2.loss_dice: 0.6671, decode.d3.loss_cls: 0.1816, decode.d3.loss_mask: 0.4062, decode.d3.loss_dice: 0.6564, decode.d4.loss_cls: 0.1781, decode.d4.loss_mask: 0.4059, decode.d4.loss_dice: 0.6527, decode.d5.loss_cls: 0.1719, decode.d5.loss_mask: 0.4046, decode.d5.loss_dice: 0.6512, decode.d6.loss_cls: 0.1647, decode.d6.loss_mask: 0.4033, decode.d6.loss_dice: 0.6455, decode.d7.loss_cls: 0.1558, decode.d7.loss_mask: 0.4026, decode.d7.loss_dice: 0.6467, decode.d8.loss_cls: 0.1584, decode.d8.loss_mask: 0.4019, decode.d8.loss_dice: 0.6503, loss: 14.1716 2022-04-27 23:16:36,075 - mmseg - INFO - Iter [154550/160000] lr: 4.892e-08, eta: 1:38:42, time: 1.086, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1586, decode.loss_mask: 0.4068, decode.loss_dice: 0.6546, decode.d0.loss_cls: 1.8207, decode.d0.loss_mask: 0.4434, decode.d0.loss_dice: 0.7488, decode.d1.loss_cls: 0.2481, decode.d1.loss_mask: 0.4186, decode.d1.loss_dice: 0.6892, decode.d2.loss_cls: 0.2060, decode.d2.loss_mask: 0.4122, decode.d2.loss_dice: 0.6711, decode.d3.loss_cls: 0.1862, decode.d3.loss_mask: 0.4114, decode.d3.loss_dice: 0.6612, decode.d4.loss_cls: 0.1688, decode.d4.loss_mask: 0.4108, decode.d4.loss_dice: 0.6613, decode.d5.loss_cls: 0.1653, decode.d5.loss_mask: 0.4098, decode.d5.loss_dice: 0.6629, decode.d6.loss_cls: 0.1613, decode.d6.loss_mask: 0.4085, decode.d6.loss_dice: 0.6579, decode.d7.loss_cls: 0.1645, decode.d7.loss_mask: 0.4066, decode.d7.loss_dice: 0.6552, decode.d8.loss_cls: 0.1592, decode.d8.loss_mask: 0.4065, decode.d8.loss_dice: 0.6553, loss: 14.2906 2022-04-27 23:17:30,332 - mmseg - INFO - Iter [154600/160000] lr: 4.847e-08, eta: 1:37:48, time: 1.087, data_time: 0.017, memory: 64049, decode.loss_cls: 0.1856, decode.loss_mask: 0.4243, decode.loss_dice: 0.6717, decode.d0.loss_cls: 1.8706, decode.d0.loss_mask: 0.4683, decode.d0.loss_dice: 0.7831, decode.d1.loss_cls: 0.2658, decode.d1.loss_mask: 0.4412, decode.d1.loss_dice: 0.7159, decode.d2.loss_cls: 0.2197, decode.d2.loss_mask: 0.4345, decode.d2.loss_dice: 0.6942, decode.d3.loss_cls: 0.2025, decode.d3.loss_mask: 0.4294, decode.d3.loss_dice: 0.6846, decode.d4.loss_cls: 0.1987, decode.d4.loss_mask: 0.4270, decode.d4.loss_dice: 0.6846, decode.d5.loss_cls: 0.1874, decode.d5.loss_mask: 0.4275, decode.d5.loss_dice: 0.6815, decode.d6.loss_cls: 0.1940, decode.d6.loss_mask: 0.4252, decode.d6.loss_dice: 0.6748, decode.d7.loss_cls: 0.1773, decode.d7.loss_mask: 0.4239, decode.d7.loss_dice: 0.6765, decode.d8.loss_cls: 0.1808, decode.d8.loss_mask: 0.4237, decode.d8.loss_dice: 0.6744, loss: 14.9489 2022-04-27 23:18:24,801 - mmseg - INFO - Iter [154650/160000] lr: 4.802e-08, eta: 1:36:53, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1501, decode.loss_mask: 0.4236, decode.loss_dice: 0.6640, decode.d0.loss_cls: 1.8051, decode.d0.loss_mask: 0.4620, decode.d0.loss_dice: 0.7640, decode.d1.loss_cls: 0.2437, decode.d1.loss_mask: 0.4379, decode.d1.loss_dice: 0.7090, decode.d2.loss_cls: 0.1919, decode.d2.loss_mask: 0.4307, decode.d2.loss_dice: 0.6930, decode.d3.loss_cls: 0.1714, decode.d3.loss_mask: 0.4258, decode.d3.loss_dice: 0.6736, decode.d4.loss_cls: 0.1675, decode.d4.loss_mask: 0.4254, decode.d4.loss_dice: 0.6723, decode.d5.loss_cls: 0.1666, decode.d5.loss_mask: 0.4255, decode.d5.loss_dice: 0.6698, decode.d6.loss_cls: 0.1577, decode.d6.loss_mask: 0.4247, decode.d6.loss_dice: 0.6675, decode.d7.loss_cls: 0.1532, decode.d7.loss_mask: 0.4239, decode.d7.loss_dice: 0.6683, decode.d8.loss_cls: 0.1514, decode.d8.loss_mask: 0.4231, decode.d8.loss_dice: 0.6661, loss: 14.5085 2022-04-27 23:19:19,439 - mmseg - INFO - Iter [154700/160000] lr: 4.757e-08, eta: 1:35:59, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1648, decode.loss_mask: 0.4147, decode.loss_dice: 0.6463, decode.d0.loss_cls: 1.7687, decode.d0.loss_mask: 0.4546, decode.d0.loss_dice: 0.7394, decode.d1.loss_cls: 0.2602, decode.d1.loss_mask: 0.4293, decode.d1.loss_dice: 0.6883, decode.d2.loss_cls: 0.2143, decode.d2.loss_mask: 0.4222, decode.d2.loss_dice: 0.6604, decode.d3.loss_cls: 0.1902, decode.d3.loss_mask: 0.4176, decode.d3.loss_dice: 0.6505, decode.d4.loss_cls: 0.1749, decode.d4.loss_mask: 0.4176, decode.d4.loss_dice: 0.6522, decode.d5.loss_cls: 0.1721, decode.d5.loss_mask: 0.4160, decode.d5.loss_dice: 0.6505, decode.d6.loss_cls: 0.1695, decode.d6.loss_mask: 0.4158, decode.d6.loss_dice: 0.6497, decode.d7.loss_cls: 0.1707, decode.d7.loss_mask: 0.4161, decode.d7.loss_dice: 0.6469, decode.d8.loss_cls: 0.1636, decode.d8.loss_mask: 0.4147, decode.d8.loss_dice: 0.6462, loss: 14.2978 2022-04-27 23:20:13,849 - mmseg - INFO - Iter [154750/160000] lr: 4.712e-08, eta: 1:35:05, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1599, decode.loss_mask: 0.4193, decode.loss_dice: 0.6593, decode.d0.loss_cls: 1.8241, decode.d0.loss_mask: 0.4599, decode.d0.loss_dice: 0.7637, decode.d1.loss_cls: 0.2447, decode.d1.loss_mask: 0.4358, decode.d1.loss_dice: 0.7000, decode.d2.loss_cls: 0.2070, decode.d2.loss_mask: 0.4275, decode.d2.loss_dice: 0.6809, decode.d3.loss_cls: 0.1826, decode.d3.loss_mask: 0.4238, decode.d3.loss_dice: 0.6691, decode.d4.loss_cls: 0.1744, decode.d4.loss_mask: 0.4237, decode.d4.loss_dice: 0.6677, decode.d5.loss_cls: 0.1627, decode.d5.loss_mask: 0.4237, decode.d5.loss_dice: 0.6669, decode.d6.loss_cls: 0.1622, decode.d6.loss_mask: 0.4207, decode.d6.loss_dice: 0.6619, decode.d7.loss_cls: 0.1642, decode.d7.loss_mask: 0.4195, decode.d7.loss_dice: 0.6579, decode.d8.loss_cls: 0.1605, decode.d8.loss_mask: 0.4194, decode.d8.loss_dice: 0.6592, loss: 14.5021 2022-04-27 23:21:07,542 - mmseg - INFO - Iter [154800/160000] lr: 4.667e-08, eta: 1:34:10, time: 1.074, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1521, decode.loss_mask: 0.4264, decode.loss_dice: 0.6660, decode.d0.loss_cls: 1.8237, decode.d0.loss_mask: 0.4693, decode.d0.loss_dice: 0.7663, decode.d1.loss_cls: 0.2319, decode.d1.loss_mask: 0.4449, decode.d1.loss_dice: 0.7077, decode.d2.loss_cls: 0.1943, decode.d2.loss_mask: 0.4336, decode.d2.loss_dice: 0.6874, decode.d3.loss_cls: 0.1697, decode.d3.loss_mask: 0.4301, decode.d3.loss_dice: 0.6747, decode.d4.loss_cls: 0.1650, decode.d4.loss_mask: 0.4294, decode.d4.loss_dice: 0.6704, decode.d5.loss_cls: 0.1587, decode.d5.loss_mask: 0.4281, decode.d5.loss_dice: 0.6681, decode.d6.loss_cls: 0.1549, decode.d6.loss_mask: 0.4277, decode.d6.loss_dice: 0.6649, decode.d7.loss_cls: 0.1535, decode.d7.loss_mask: 0.4275, decode.d7.loss_dice: 0.6679, decode.d8.loss_cls: 0.1526, decode.d8.loss_mask: 0.4259, decode.d8.loss_dice: 0.6656, loss: 14.5385 2022-04-27 23:22:01,209 - mmseg - INFO - Iter [154850/160000] lr: 4.622e-08, eta: 1:33:16, time: 1.073, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1480, decode.loss_mask: 0.4380, decode.loss_dice: 0.6652, decode.d0.loss_cls: 1.7778, decode.d0.loss_mask: 0.4823, decode.d0.loss_dice: 0.7612, decode.d1.loss_cls: 0.2216, decode.d1.loss_mask: 0.4555, decode.d1.loss_dice: 0.7042, decode.d2.loss_cls: 0.1821, decode.d2.loss_mask: 0.4483, decode.d2.loss_dice: 0.6876, decode.d3.loss_cls: 0.1628, decode.d3.loss_mask: 0.4438, decode.d3.loss_dice: 0.6774, decode.d4.loss_cls: 0.1573, decode.d4.loss_mask: 0.4423, decode.d4.loss_dice: 0.6716, decode.d5.loss_cls: 0.1487, decode.d5.loss_mask: 0.4420, decode.d5.loss_dice: 0.6733, decode.d6.loss_cls: 0.1557, decode.d6.loss_mask: 0.4397, decode.d6.loss_dice: 0.6664, decode.d7.loss_cls: 0.1487, decode.d7.loss_mask: 0.4394, decode.d7.loss_dice: 0.6673, decode.d8.loss_cls: 0.1518, decode.d8.loss_mask: 0.4375, decode.d8.loss_dice: 0.6677, loss: 14.5652 2022-04-27 23:22:55,209 - mmseg - INFO - Iter [154900/160000] lr: 4.577e-08, eta: 1:32:22, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1513, decode.loss_mask: 0.4253, decode.loss_dice: 0.6731, decode.d0.loss_cls: 1.8150, decode.d0.loss_mask: 0.4647, decode.d0.loss_dice: 0.7723, decode.d1.loss_cls: 0.2411, decode.d1.loss_mask: 0.4395, decode.d1.loss_dice: 0.7096, decode.d2.loss_cls: 0.1964, decode.d2.loss_mask: 0.4328, decode.d2.loss_dice: 0.6904, decode.d3.loss_cls: 0.1747, decode.d3.loss_mask: 0.4310, decode.d3.loss_dice: 0.6809, decode.d4.loss_cls: 0.1659, decode.d4.loss_mask: 0.4287, decode.d4.loss_dice: 0.6764, decode.d5.loss_cls: 0.1596, decode.d5.loss_mask: 0.4272, decode.d5.loss_dice: 0.6760, decode.d6.loss_cls: 0.1539, decode.d6.loss_mask: 0.4275, decode.d6.loss_dice: 0.6756, decode.d7.loss_cls: 0.1526, decode.d7.loss_mask: 0.4270, decode.d7.loss_dice: 0.6767, decode.d8.loss_cls: 0.1566, decode.d8.loss_mask: 0.4263, decode.d8.loss_dice: 0.6754, loss: 14.6037 2022-04-27 23:23:49,549 - mmseg - INFO - Iter [154950/160000] lr: 4.533e-08, eta: 1:31:27, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1461, decode.loss_mask: 0.4225, decode.loss_dice: 0.6513, decode.d0.loss_cls: 1.7729, decode.d0.loss_mask: 0.4621, decode.d0.loss_dice: 0.7409, decode.d1.loss_cls: 0.2226, decode.d1.loss_mask: 0.4369, decode.d1.loss_dice: 0.6847, decode.d2.loss_cls: 0.1886, decode.d2.loss_mask: 0.4275, decode.d2.loss_dice: 0.6682, decode.d3.loss_cls: 0.1693, decode.d3.loss_mask: 0.4251, decode.d3.loss_dice: 0.6558, decode.d4.loss_cls: 0.1596, decode.d4.loss_mask: 0.4249, decode.d4.loss_dice: 0.6575, decode.d5.loss_cls: 0.1497, decode.d5.loss_mask: 0.4249, decode.d5.loss_dice: 0.6556, decode.d6.loss_cls: 0.1491, decode.d6.loss_mask: 0.4228, decode.d6.loss_dice: 0.6491, decode.d7.loss_cls: 0.1450, decode.d7.loss_mask: 0.4227, decode.d7.loss_dice: 0.6501, decode.d8.loss_cls: 0.1409, decode.d8.loss_mask: 0.4218, decode.d8.loss_dice: 0.6499, loss: 14.1983 2022-04-27 23:24:43,620 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 23:24:43,622 - mmseg - INFO - Iter [155000/160000] lr: 4.488e-08, eta: 1:30:33, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1603, decode.loss_mask: 0.4318, decode.loss_dice: 0.6647, decode.d0.loss_cls: 1.8177, decode.d0.loss_mask: 0.4748, decode.d0.loss_dice: 0.7607, decode.d1.loss_cls: 0.2293, decode.d1.loss_mask: 0.4489, decode.d1.loss_dice: 0.7065, decode.d2.loss_cls: 0.1888, decode.d2.loss_mask: 0.4401, decode.d2.loss_dice: 0.6852, decode.d3.loss_cls: 0.1730, decode.d3.loss_mask: 0.4368, decode.d3.loss_dice: 0.6745, decode.d4.loss_cls: 0.1633, decode.d4.loss_mask: 0.4366, decode.d4.loss_dice: 0.6705, decode.d5.loss_cls: 0.1633, decode.d5.loss_mask: 0.4327, decode.d5.loss_dice: 0.6717, decode.d6.loss_cls: 0.1630, decode.d6.loss_mask: 0.4330, decode.d6.loss_dice: 0.6650, decode.d7.loss_cls: 0.1597, decode.d7.loss_mask: 0.4333, decode.d7.loss_dice: 0.6666, decode.d8.loss_cls: 0.1556, decode.d8.loss_mask: 0.4319, decode.d8.loss_dice: 0.6663, loss: 14.6055 2022-04-27 23:25:38,390 - mmseg - INFO - Iter [155050/160000] lr: 4.443e-08, eta: 1:29:39, time: 1.095, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1635, decode.loss_mask: 0.4149, decode.loss_dice: 0.6622, decode.d0.loss_cls: 1.8441, decode.d0.loss_mask: 0.4579, decode.d0.loss_dice: 0.7676, decode.d1.loss_cls: 0.2408, decode.d1.loss_mask: 0.4331, decode.d1.loss_dice: 0.7083, decode.d2.loss_cls: 0.2041, decode.d2.loss_mask: 0.4244, decode.d2.loss_dice: 0.6871, decode.d3.loss_cls: 0.1842, decode.d3.loss_mask: 0.4200, decode.d3.loss_dice: 0.6715, decode.d4.loss_cls: 0.1728, decode.d4.loss_mask: 0.4186, decode.d4.loss_dice: 0.6745, decode.d5.loss_cls: 0.1744, decode.d5.loss_mask: 0.4164, decode.d5.loss_dice: 0.6658, decode.d6.loss_cls: 0.1659, decode.d6.loss_mask: 0.4160, decode.d6.loss_dice: 0.6645, decode.d7.loss_cls: 0.1593, decode.d7.loss_mask: 0.4159, decode.d7.loss_dice: 0.6649, decode.d8.loss_cls: 0.1583, decode.d8.loss_mask: 0.4148, decode.d8.loss_dice: 0.6641, loss: 14.5299 2022-04-27 23:26:32,758 - mmseg - INFO - Iter [155100/160000] lr: 4.398e-08, eta: 1:28:44, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1715, decode.loss_mask: 0.4207, decode.loss_dice: 0.6350, decode.d0.loss_cls: 1.7768, decode.d0.loss_mask: 0.4639, decode.d0.loss_dice: 0.7384, decode.d1.loss_cls: 0.2457, decode.d1.loss_mask: 0.4389, decode.d1.loss_dice: 0.6772, decode.d2.loss_cls: 0.2094, decode.d2.loss_mask: 0.4303, decode.d2.loss_dice: 0.6586, decode.d3.loss_cls: 0.1979, decode.d3.loss_mask: 0.4243, decode.d3.loss_dice: 0.6462, decode.d4.loss_cls: 0.1924, decode.d4.loss_mask: 0.4229, decode.d4.loss_dice: 0.6459, decode.d5.loss_cls: 0.1841, decode.d5.loss_mask: 0.4233, decode.d5.loss_dice: 0.6432, decode.d6.loss_cls: 0.1734, decode.d6.loss_mask: 0.4232, decode.d6.loss_dice: 0.6414, decode.d7.loss_cls: 0.1771, decode.d7.loss_mask: 0.4221, decode.d7.loss_dice: 0.6405, decode.d8.loss_cls: 0.1713, decode.d8.loss_mask: 0.4212, decode.d8.loss_dice: 0.6385, loss: 14.3555 2022-04-27 23:27:27,306 - mmseg - INFO - Iter [155150/160000] lr: 4.353e-08, eta: 1:27:50, time: 1.091, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1546, decode.loss_mask: 0.4111, decode.loss_dice: 0.6570, decode.d0.loss_cls: 1.8136, decode.d0.loss_mask: 0.4473, decode.d0.loss_dice: 0.7474, decode.d1.loss_cls: 0.2345, decode.d1.loss_mask: 0.4230, decode.d1.loss_dice: 0.6941, decode.d2.loss_cls: 0.1974, decode.d2.loss_mask: 0.4174, decode.d2.loss_dice: 0.6759, decode.d3.loss_cls: 0.1657, decode.d3.loss_mask: 0.4136, decode.d3.loss_dice: 0.6645, decode.d4.loss_cls: 0.1590, decode.d4.loss_mask: 0.4127, decode.d4.loss_dice: 0.6644, decode.d5.loss_cls: 0.1544, decode.d5.loss_mask: 0.4132, decode.d5.loss_dice: 0.6633, decode.d6.loss_cls: 0.1585, decode.d6.loss_mask: 0.4124, decode.d6.loss_dice: 0.6635, decode.d7.loss_cls: 0.1562, decode.d7.loss_mask: 0.4116, decode.d7.loss_dice: 0.6602, decode.d8.loss_cls: 0.1553, decode.d8.loss_mask: 0.4126, decode.d8.loss_dice: 0.6610, loss: 14.2754 2022-04-27 23:28:21,557 - mmseg - INFO - Iter [155200/160000] lr: 4.308e-08, eta: 1:26:56, time: 1.085, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1598, decode.loss_mask: 0.4335, decode.loss_dice: 0.6841, decode.d0.loss_cls: 1.8442, decode.d0.loss_mask: 0.4723, decode.d0.loss_dice: 0.7877, decode.d1.loss_cls: 0.2494, decode.d1.loss_mask: 0.4482, decode.d1.loss_dice: 0.7234, decode.d2.loss_cls: 0.2094, decode.d2.loss_mask: 0.4407, decode.d2.loss_dice: 0.7045, decode.d3.loss_cls: 0.1836, decode.d3.loss_mask: 0.4380, decode.d3.loss_dice: 0.6905, decode.d4.loss_cls: 0.1773, decode.d4.loss_mask: 0.4374, decode.d4.loss_dice: 0.6892, decode.d5.loss_cls: 0.1687, decode.d5.loss_mask: 0.4374, decode.d5.loss_dice: 0.6892, decode.d6.loss_cls: 0.1664, decode.d6.loss_mask: 0.4346, decode.d6.loss_dice: 0.6855, decode.d7.loss_cls: 0.1628, decode.d7.loss_mask: 0.4354, decode.d7.loss_dice: 0.6862, decode.d8.loss_cls: 0.1592, decode.d8.loss_mask: 0.4345, decode.d8.loss_dice: 0.6896, loss: 14.9226 2022-04-27 23:29:16,168 - mmseg - INFO - Iter [155250/160000] lr: 4.263e-08, eta: 1:26:01, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1508, decode.loss_mask: 0.4202, decode.loss_dice: 0.6624, decode.d0.loss_cls: 1.8087, decode.d0.loss_mask: 0.4589, decode.d0.loss_dice: 0.7590, decode.d1.loss_cls: 0.2307, decode.d1.loss_mask: 0.4383, decode.d1.loss_dice: 0.7050, decode.d2.loss_cls: 0.1944, decode.d2.loss_mask: 0.4290, decode.d2.loss_dice: 0.6829, decode.d3.loss_cls: 0.1722, decode.d3.loss_mask: 0.4252, decode.d3.loss_dice: 0.6692, decode.d4.loss_cls: 0.1688, decode.d4.loss_mask: 0.4246, decode.d4.loss_dice: 0.6673, decode.d5.loss_cls: 0.1589, decode.d5.loss_mask: 0.4239, decode.d5.loss_dice: 0.6673, decode.d6.loss_cls: 0.1602, decode.d6.loss_mask: 0.4229, decode.d6.loss_dice: 0.6616, decode.d7.loss_cls: 0.1533, decode.d7.loss_mask: 0.4205, decode.d7.loss_dice: 0.6644, decode.d8.loss_cls: 0.1519, decode.d8.loss_mask: 0.4204, decode.d8.loss_dice: 0.6617, loss: 14.4348 2022-04-27 23:30:10,442 - mmseg - INFO - Iter [155300/160000] lr: 4.219e-08, eta: 1:25:07, time: 1.086, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1808, decode.loss_mask: 0.4218, decode.loss_dice: 0.6627, decode.d0.loss_cls: 1.8500, decode.d0.loss_mask: 0.4640, decode.d0.loss_dice: 0.7617, decode.d1.loss_cls: 0.2555, decode.d1.loss_mask: 0.4383, decode.d1.loss_dice: 0.7054, decode.d2.loss_cls: 0.2130, decode.d2.loss_mask: 0.4312, decode.d2.loss_dice: 0.6858, decode.d3.loss_cls: 0.1934, decode.d3.loss_mask: 0.4267, decode.d3.loss_dice: 0.6705, decode.d4.loss_cls: 0.1904, decode.d4.loss_mask: 0.4266, decode.d4.loss_dice: 0.6691, decode.d5.loss_cls: 0.1853, decode.d5.loss_mask: 0.4259, decode.d5.loss_dice: 0.6716, decode.d6.loss_cls: 0.1824, decode.d6.loss_mask: 0.4250, decode.d6.loss_dice: 0.6640, decode.d7.loss_cls: 0.1791, decode.d7.loss_mask: 0.4230, decode.d7.loss_dice: 0.6661, decode.d8.loss_cls: 0.1755, decode.d8.loss_mask: 0.4231, decode.d8.loss_dice: 0.6647, loss: 14.7330 2022-04-27 23:31:08,027 - mmseg - INFO - Iter [155350/160000] lr: 4.174e-08, eta: 1:24:13, time: 1.152, data_time: 0.067, memory: 64049, decode.loss_cls: 0.1635, decode.loss_mask: 0.4194, decode.loss_dice: 0.6516, decode.d0.loss_cls: 1.7536, decode.d0.loss_mask: 0.4617, decode.d0.loss_dice: 0.7462, decode.d1.loss_cls: 0.2419, decode.d1.loss_mask: 0.4372, decode.d1.loss_dice: 0.6945, decode.d2.loss_cls: 0.2107, decode.d2.loss_mask: 0.4291, decode.d2.loss_dice: 0.6689, decode.d3.loss_cls: 0.1833, decode.d3.loss_mask: 0.4261, decode.d3.loss_dice: 0.6644, decode.d4.loss_cls: 0.1755, decode.d4.loss_mask: 0.4246, decode.d4.loss_dice: 0.6576, decode.d5.loss_cls: 0.1717, decode.d5.loss_mask: 0.4227, decode.d5.loss_dice: 0.6581, decode.d6.loss_cls: 0.1671, decode.d6.loss_mask: 0.4214, decode.d6.loss_dice: 0.6533, decode.d7.loss_cls: 0.1647, decode.d7.loss_mask: 0.4199, decode.d7.loss_dice: 0.6560, decode.d8.loss_cls: 0.1652, decode.d8.loss_mask: 0.4192, decode.d8.loss_dice: 0.6564, loss: 14.3856 2022-04-27 23:32:02,869 - mmseg - INFO - Iter [155400/160000] lr: 4.129e-08, eta: 1:23:18, time: 1.097, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1663, decode.loss_mask: 0.4232, decode.loss_dice: 0.6541, decode.d0.loss_cls: 1.8046, decode.d0.loss_mask: 0.4669, decode.d0.loss_dice: 0.7563, decode.d1.loss_cls: 0.2450, decode.d1.loss_mask: 0.4421, decode.d1.loss_dice: 0.6924, decode.d2.loss_cls: 0.2031, decode.d2.loss_mask: 0.4380, decode.d2.loss_dice: 0.6796, decode.d3.loss_cls: 0.1874, decode.d3.loss_mask: 0.4301, decode.d3.loss_dice: 0.6668, decode.d4.loss_cls: 0.1776, decode.d4.loss_mask: 0.4283, decode.d4.loss_dice: 0.6647, decode.d5.loss_cls: 0.1739, decode.d5.loss_mask: 0.4279, decode.d5.loss_dice: 0.6628, decode.d6.loss_cls: 0.1690, decode.d6.loss_mask: 0.4275, decode.d6.loss_dice: 0.6581, decode.d7.loss_cls: 0.1669, decode.d7.loss_mask: 0.4264, decode.d7.loss_dice: 0.6583, decode.d8.loss_cls: 0.1678, decode.d8.loss_mask: 0.4247, decode.d8.loss_dice: 0.6543, loss: 14.5438 2022-04-27 23:32:58,132 - mmseg - INFO - Iter [155450/160000] lr: 4.084e-08, eta: 1:22:24, time: 1.105, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1577, decode.loss_mask: 0.4074, decode.loss_dice: 0.6615, decode.d0.loss_cls: 1.8016, decode.d0.loss_mask: 0.4462, decode.d0.loss_dice: 0.7607, decode.d1.loss_cls: 0.2419, decode.d1.loss_mask: 0.4235, decode.d1.loss_dice: 0.7037, decode.d2.loss_cls: 0.1955, decode.d2.loss_mask: 0.4171, decode.d2.loss_dice: 0.6842, decode.d3.loss_cls: 0.1767, decode.d3.loss_mask: 0.4134, decode.d3.loss_dice: 0.6701, decode.d4.loss_cls: 0.1694, decode.d4.loss_mask: 0.4111, decode.d4.loss_dice: 0.6678, decode.d5.loss_cls: 0.1640, decode.d5.loss_mask: 0.4120, decode.d5.loss_dice: 0.6675, decode.d6.loss_cls: 0.1601, decode.d6.loss_mask: 0.4107, decode.d6.loss_dice: 0.6635, decode.d7.loss_cls: 0.1632, decode.d7.loss_mask: 0.4094, decode.d7.loss_dice: 0.6627, decode.d8.loss_cls: 0.1572, decode.d8.loss_mask: 0.4083, decode.d8.loss_dice: 0.6601, loss: 14.3482 2022-04-27 23:33:52,140 - mmseg - INFO - Iter [155500/160000] lr: 4.039e-08, eta: 1:21:30, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1789, decode.loss_mask: 0.4278, decode.loss_dice: 0.6768, decode.d0.loss_cls: 1.8138, decode.d0.loss_mask: 0.4719, decode.d0.loss_dice: 0.7811, decode.d1.loss_cls: 0.2591, decode.d1.loss_mask: 0.4462, decode.d1.loss_dice: 0.7196, decode.d2.loss_cls: 0.2161, decode.d2.loss_mask: 0.4357, decode.d2.loss_dice: 0.6997, decode.d3.loss_cls: 0.1939, decode.d3.loss_mask: 0.4344, decode.d3.loss_dice: 0.6890, decode.d4.loss_cls: 0.1843, decode.d4.loss_mask: 0.4317, decode.d4.loss_dice: 0.6863, decode.d5.loss_cls: 0.1883, decode.d5.loss_mask: 0.4298, decode.d5.loss_dice: 0.6790, decode.d6.loss_cls: 0.1742, decode.d6.loss_mask: 0.4289, decode.d6.loss_dice: 0.6826, decode.d7.loss_cls: 0.1757, decode.d7.loss_mask: 0.4281, decode.d7.loss_dice: 0.6806, decode.d8.loss_cls: 0.1791, decode.d8.loss_mask: 0.4280, decode.d8.loss_dice: 0.6770, loss: 14.8976 2022-04-27 23:34:48,186 - mmseg - INFO - Iter [155550/160000] lr: 3.994e-08, eta: 1:20:35, time: 1.121, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1744, decode.loss_mask: 0.4131, decode.loss_dice: 0.6508, decode.d0.loss_cls: 1.8447, decode.d0.loss_mask: 0.4546, decode.d0.loss_dice: 0.7527, decode.d1.loss_cls: 0.2608, decode.d1.loss_mask: 0.4327, decode.d1.loss_dice: 0.6928, decode.d2.loss_cls: 0.2153, decode.d2.loss_mask: 0.4241, decode.d2.loss_dice: 0.6726, decode.d3.loss_cls: 0.2008, decode.d3.loss_mask: 0.4184, decode.d3.loss_dice: 0.6635, decode.d4.loss_cls: 0.1932, decode.d4.loss_mask: 0.4166, decode.d4.loss_dice: 0.6609, decode.d5.loss_cls: 0.1910, decode.d5.loss_mask: 0.4154, decode.d5.loss_dice: 0.6561, decode.d6.loss_cls: 0.1785, decode.d6.loss_mask: 0.4150, decode.d6.loss_dice: 0.6516, decode.d7.loss_cls: 0.1741, decode.d7.loss_mask: 0.4132, decode.d7.loss_dice: 0.6541, decode.d8.loss_cls: 0.1784, decode.d8.loss_mask: 0.4126, decode.d8.loss_dice: 0.6525, loss: 14.5347 2022-04-27 23:35:43,132 - mmseg - INFO - Iter [155600/160000] lr: 3.949e-08, eta: 1:19:41, time: 1.099, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1488, decode.loss_mask: 0.4091, decode.loss_dice: 0.6602, decode.d0.loss_cls: 1.7930, decode.d0.loss_mask: 0.4469, decode.d0.loss_dice: 0.7503, decode.d1.loss_cls: 0.2358, decode.d1.loss_mask: 0.4243, decode.d1.loss_dice: 0.6963, decode.d2.loss_cls: 0.1916, decode.d2.loss_mask: 0.4187, decode.d2.loss_dice: 0.6816, decode.d3.loss_cls: 0.1672, decode.d3.loss_mask: 0.4148, decode.d3.loss_dice: 0.6719, decode.d4.loss_cls: 0.1640, decode.d4.loss_mask: 0.4136, decode.d4.loss_dice: 0.6672, decode.d5.loss_cls: 0.1558, decode.d5.loss_mask: 0.4126, decode.d5.loss_dice: 0.6674, decode.d6.loss_cls: 0.1530, decode.d6.loss_mask: 0.4111, decode.d6.loss_dice: 0.6645, decode.d7.loss_cls: 0.1515, decode.d7.loss_mask: 0.4104, decode.d7.loss_dice: 0.6599, decode.d8.loss_cls: 0.1479, decode.d8.loss_mask: 0.4094, decode.d8.loss_dice: 0.6584, loss: 14.2572 2022-04-27 23:36:37,761 - mmseg - INFO - Iter [155650/160000] lr: 3.904e-08, eta: 1:18:47, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1561, decode.loss_mask: 0.4200, decode.loss_dice: 0.6674, decode.d0.loss_cls: 1.8487, decode.d0.loss_mask: 0.4650, decode.d0.loss_dice: 0.7767, decode.d1.loss_cls: 0.2468, decode.d1.loss_mask: 0.4364, decode.d1.loss_dice: 0.7065, decode.d2.loss_cls: 0.1978, decode.d2.loss_mask: 0.4283, decode.d2.loss_dice: 0.6863, decode.d3.loss_cls: 0.1799, decode.d3.loss_mask: 0.4247, decode.d3.loss_dice: 0.6763, decode.d4.loss_cls: 0.1732, decode.d4.loss_mask: 0.4221, decode.d4.loss_dice: 0.6744, decode.d5.loss_cls: 0.1678, decode.d5.loss_mask: 0.4214, decode.d5.loss_dice: 0.6712, decode.d6.loss_cls: 0.1642, decode.d6.loss_mask: 0.4215, decode.d6.loss_dice: 0.6738, decode.d7.loss_cls: 0.1604, decode.d7.loss_mask: 0.4217, decode.d7.loss_dice: 0.6706, decode.d8.loss_cls: 0.1555, decode.d8.loss_mask: 0.4217, decode.d8.loss_dice: 0.6673, loss: 14.6036 2022-04-27 23:37:32,482 - mmseg - INFO - Iter [155700/160000] lr: 3.860e-08, eta: 1:17:52, time: 1.094, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1594, decode.loss_mask: 0.4232, decode.loss_dice: 0.6571, decode.d0.loss_cls: 1.8219, decode.d0.loss_mask: 0.4638, decode.d0.loss_dice: 0.7564, decode.d1.loss_cls: 0.2458, decode.d1.loss_mask: 0.4393, decode.d1.loss_dice: 0.6949, decode.d2.loss_cls: 0.1979, decode.d2.loss_mask: 0.4317, decode.d2.loss_dice: 0.6766, decode.d3.loss_cls: 0.1780, decode.d3.loss_mask: 0.4271, decode.d3.loss_dice: 0.6628, decode.d4.loss_cls: 0.1728, decode.d4.loss_mask: 0.4238, decode.d4.loss_dice: 0.6600, decode.d5.loss_cls: 0.1680, decode.d5.loss_mask: 0.4240, decode.d5.loss_dice: 0.6616, decode.d6.loss_cls: 0.1616, decode.d6.loss_mask: 0.4230, decode.d6.loss_dice: 0.6568, decode.d7.loss_cls: 0.1596, decode.d7.loss_mask: 0.4226, decode.d7.loss_dice: 0.6571, decode.d8.loss_cls: 0.1614, decode.d8.loss_mask: 0.4231, decode.d8.loss_dice: 0.6575, loss: 14.4688 2022-04-27 23:38:26,985 - mmseg - INFO - Iter [155750/160000] lr: 3.815e-08, eta: 1:16:58, time: 1.090, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1592, decode.loss_mask: 0.4123, decode.loss_dice: 0.6417, decode.d0.loss_cls: 1.7962, decode.d0.loss_mask: 0.4553, decode.d0.loss_dice: 0.7479, decode.d1.loss_cls: 0.2406, decode.d1.loss_mask: 0.4305, decode.d1.loss_dice: 0.6824, decode.d2.loss_cls: 0.1966, decode.d2.loss_mask: 0.4209, decode.d2.loss_dice: 0.6618, decode.d3.loss_cls: 0.1727, decode.d3.loss_mask: 0.4174, decode.d3.loss_dice: 0.6536, decode.d4.loss_cls: 0.1697, decode.d4.loss_mask: 0.4175, decode.d4.loss_dice: 0.6538, decode.d5.loss_cls: 0.1646, decode.d5.loss_mask: 0.4159, decode.d5.loss_dice: 0.6513, decode.d6.loss_cls: 0.1571, decode.d6.loss_mask: 0.4139, decode.d6.loss_dice: 0.6463, decode.d7.loss_cls: 0.1544, decode.d7.loss_mask: 0.4136, decode.d7.loss_dice: 0.6450, decode.d8.loss_cls: 0.1500, decode.d8.loss_mask: 0.4135, decode.d8.loss_dice: 0.6489, loss: 14.2044 2022-04-27 23:39:21,872 - mmseg - INFO - Iter [155800/160000] lr: 3.770e-08, eta: 1:16:04, time: 1.098, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1649, decode.loss_mask: 0.4074, decode.loss_dice: 0.6645, decode.d0.loss_cls: 1.8306, decode.d0.loss_mask: 0.4479, decode.d0.loss_dice: 0.7682, decode.d1.loss_cls: 0.2495, decode.d1.loss_mask: 0.4246, decode.d1.loss_dice: 0.7045, decode.d2.loss_cls: 0.2139, decode.d2.loss_mask: 0.4168, decode.d2.loss_dice: 0.6813, decode.d3.loss_cls: 0.1929, decode.d3.loss_mask: 0.4131, decode.d3.loss_dice: 0.6773, decode.d4.loss_cls: 0.1830, decode.d4.loss_mask: 0.4112, decode.d4.loss_dice: 0.6723, decode.d5.loss_cls: 0.1727, decode.d5.loss_mask: 0.4105, decode.d5.loss_dice: 0.6737, decode.d6.loss_cls: 0.1718, decode.d6.loss_mask: 0.4084, decode.d6.loss_dice: 0.6669, decode.d7.loss_cls: 0.1699, decode.d7.loss_mask: 0.4076, decode.d7.loss_dice: 0.6680, decode.d8.loss_cls: 0.1727, decode.d8.loss_mask: 0.4072, decode.d8.loss_dice: 0.6656, loss: 14.5191 2022-04-27 23:40:16,930 - mmseg - INFO - Iter [155850/160000] lr: 3.725e-08, eta: 1:15:09, time: 1.101, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1640, decode.loss_mask: 0.4151, decode.loss_dice: 0.6545, decode.d0.loss_cls: 1.7674, decode.d0.loss_mask: 0.4541, decode.d0.loss_dice: 0.7491, decode.d1.loss_cls: 0.2328, decode.d1.loss_mask: 0.4330, decode.d1.loss_dice: 0.6874, decode.d2.loss_cls: 0.1934, decode.d2.loss_mask: 0.4242, decode.d2.loss_dice: 0.6734, decode.d3.loss_cls: 0.1782, decode.d3.loss_mask: 0.4188, decode.d3.loss_dice: 0.6584, decode.d4.loss_cls: 0.1728, decode.d4.loss_mask: 0.4172, decode.d4.loss_dice: 0.6616, decode.d5.loss_cls: 0.1644, decode.d5.loss_mask: 0.4158, decode.d5.loss_dice: 0.6577, decode.d6.loss_cls: 0.1686, decode.d6.loss_mask: 0.4156, decode.d6.loss_dice: 0.6535, decode.d7.loss_cls: 0.1596, decode.d7.loss_mask: 0.4147, decode.d7.loss_dice: 0.6556, decode.d8.loss_cls: 0.1627, decode.d8.loss_mask: 0.4139, decode.d8.loss_dice: 0.6526, loss: 14.2901 2022-04-27 23:41:11,915 - mmseg - INFO - Iter [155900/160000] lr: 3.680e-08, eta: 1:14:15, time: 1.100, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1678, decode.loss_mask: 0.4291, decode.loss_dice: 0.6587, decode.d0.loss_cls: 1.7540, decode.d0.loss_mask: 0.4712, decode.d0.loss_dice: 0.7641, decode.d1.loss_cls: 0.2471, decode.d1.loss_mask: 0.4443, decode.d1.loss_dice: 0.7009, decode.d2.loss_cls: 0.2103, decode.d2.loss_mask: 0.4379, decode.d2.loss_dice: 0.6800, decode.d3.loss_cls: 0.1914, decode.d3.loss_mask: 0.4330, decode.d3.loss_dice: 0.6712, decode.d4.loss_cls: 0.1783, decode.d4.loss_mask: 0.4330, decode.d4.loss_dice: 0.6656, decode.d5.loss_cls: 0.1745, decode.d5.loss_mask: 0.4314, decode.d5.loss_dice: 0.6672, decode.d6.loss_cls: 0.1692, decode.d6.loss_mask: 0.4308, decode.d6.loss_dice: 0.6656, decode.d7.loss_cls: 0.1696, decode.d7.loss_mask: 0.4302, decode.d7.loss_dice: 0.6646, decode.d8.loss_cls: 0.1620, decode.d8.loss_mask: 0.4304, decode.d8.loss_dice: 0.6611, loss: 14.5945 2022-04-27 23:42:06,310 - mmseg - INFO - Iter [155950/160000] lr: 3.635e-08, eta: 1:13:21, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1635, decode.loss_mask: 0.4151, decode.loss_dice: 0.6555, decode.d0.loss_cls: 1.8499, decode.d0.loss_mask: 0.4572, decode.d0.loss_dice: 0.7604, decode.d1.loss_cls: 0.2478, decode.d1.loss_mask: 0.4307, decode.d1.loss_dice: 0.6947, decode.d2.loss_cls: 0.2058, decode.d2.loss_mask: 0.4233, decode.d2.loss_dice: 0.6739, decode.d3.loss_cls: 0.1837, decode.d3.loss_mask: 0.4209, decode.d3.loss_dice: 0.6659, decode.d4.loss_cls: 0.1743, decode.d4.loss_mask: 0.4187, decode.d4.loss_dice: 0.6629, decode.d5.loss_cls: 0.1703, decode.d5.loss_mask: 0.4181, decode.d5.loss_dice: 0.6574, decode.d6.loss_cls: 0.1672, decode.d6.loss_mask: 0.4170, decode.d6.loss_dice: 0.6540, decode.d7.loss_cls: 0.1673, decode.d7.loss_mask: 0.4157, decode.d7.loss_dice: 0.6532, decode.d8.loss_cls: 0.1585, decode.d8.loss_mask: 0.4156, decode.d8.loss_dice: 0.6573, loss: 14.4557 2022-04-27 23:43:00,225 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-27 23:43:00,239 - mmseg - INFO - Iter [156000/160000] lr: 3.590e-08, eta: 1:12:26, time: 1.078, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1643, decode.loss_mask: 0.4143, decode.loss_dice: 0.6697, decode.d0.loss_cls: 1.8664, decode.d0.loss_mask: 0.4637, decode.d0.loss_dice: 0.7711, decode.d1.loss_cls: 0.2609, decode.d1.loss_mask: 0.4316, decode.d1.loss_dice: 0.7086, decode.d2.loss_cls: 0.2142, decode.d2.loss_mask: 0.4233, decode.d2.loss_dice: 0.6871, decode.d3.loss_cls: 0.1885, decode.d3.loss_mask: 0.4194, decode.d3.loss_dice: 0.6757, decode.d4.loss_cls: 0.1827, decode.d4.loss_mask: 0.4189, decode.d4.loss_dice: 0.6773, decode.d5.loss_cls: 0.1744, decode.d5.loss_mask: 0.4169, decode.d5.loss_dice: 0.6748, decode.d6.loss_cls: 0.1651, decode.d6.loss_mask: 0.4173, decode.d6.loss_dice: 0.6732, decode.d7.loss_cls: 0.1672, decode.d7.loss_mask: 0.4152, decode.d7.loss_dice: 0.6713, decode.d8.loss_cls: 0.1653, decode.d8.loss_mask: 0.4153, decode.d8.loss_dice: 0.6686, loss: 14.6625 2022-04-27 23:43:54,359 - mmseg - INFO - Iter [156050/160000] lr: 3.546e-08, eta: 1:11:32, time: 1.083, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1595, decode.loss_mask: 0.4206, decode.loss_dice: 0.6696, decode.d0.loss_cls: 1.8112, decode.d0.loss_mask: 0.4592, decode.d0.loss_dice: 0.7732, decode.d1.loss_cls: 0.2472, decode.d1.loss_mask: 0.4329, decode.d1.loss_dice: 0.7091, decode.d2.loss_cls: 0.2033, decode.d2.loss_mask: 0.4246, decode.d2.loss_dice: 0.6904, decode.d3.loss_cls: 0.1848, decode.d3.loss_mask: 0.4215, decode.d3.loss_dice: 0.6764, decode.d4.loss_cls: 0.1779, decode.d4.loss_mask: 0.4206, decode.d4.loss_dice: 0.6778, decode.d5.loss_cls: 0.1684, decode.d5.loss_mask: 0.4206, decode.d5.loss_dice: 0.6784, decode.d6.loss_cls: 0.1647, decode.d6.loss_mask: 0.4198, decode.d6.loss_dice: 0.6722, decode.d7.loss_cls: 0.1578, decode.d7.loss_mask: 0.4197, decode.d7.loss_dice: 0.6739, decode.d8.loss_cls: 0.1624, decode.d8.loss_mask: 0.4203, decode.d8.loss_dice: 0.6735, loss: 14.5913 2022-04-27 23:44:48,349 - mmseg - INFO - Iter [156100/160000] lr: 3.501e-08, eta: 1:10:38, time: 1.080, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1558, decode.loss_mask: 0.4283, decode.loss_dice: 0.6520, decode.d0.loss_cls: 1.8319, decode.d0.loss_mask: 0.4693, decode.d0.loss_dice: 0.7512, decode.d1.loss_cls: 0.2432, decode.d1.loss_mask: 0.4400, decode.d1.loss_dice: 0.6928, decode.d2.loss_cls: 0.1956, decode.d2.loss_mask: 0.4352, decode.d2.loss_dice: 0.6721, decode.d3.loss_cls: 0.1729, decode.d3.loss_mask: 0.4319, decode.d3.loss_dice: 0.6627, decode.d4.loss_cls: 0.1671, decode.d4.loss_mask: 0.4321, decode.d4.loss_dice: 0.6623, decode.d5.loss_cls: 0.1607, decode.d5.loss_mask: 0.4307, decode.d5.loss_dice: 0.6626, decode.d6.loss_cls: 0.1547, decode.d6.loss_mask: 0.4292, decode.d6.loss_dice: 0.6563, decode.d7.loss_cls: 0.1572, decode.d7.loss_mask: 0.4276, decode.d7.loss_dice: 0.6524, decode.d8.loss_cls: 0.1500, decode.d8.loss_mask: 0.4282, decode.d8.loss_dice: 0.6534, loss: 14.4596 2022-04-27 23:45:42,304 - mmseg - INFO - Iter [156150/160000] lr: 3.456e-08, eta: 1:09:43, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1518, decode.loss_mask: 0.4200, decode.loss_dice: 0.6620, decode.d0.loss_cls: 1.8108, decode.d0.loss_mask: 0.4637, decode.d0.loss_dice: 0.7629, decode.d1.loss_cls: 0.2336, decode.d1.loss_mask: 0.4387, decode.d1.loss_dice: 0.7019, decode.d2.loss_cls: 0.1922, decode.d2.loss_mask: 0.4301, decode.d2.loss_dice: 0.6804, decode.d3.loss_cls: 0.1727, decode.d3.loss_mask: 0.4235, decode.d3.loss_dice: 0.6714, decode.d4.loss_cls: 0.1685, decode.d4.loss_mask: 0.4227, decode.d4.loss_dice: 0.6687, decode.d5.loss_cls: 0.1651, decode.d5.loss_mask: 0.4212, decode.d5.loss_dice: 0.6648, decode.d6.loss_cls: 0.1554, decode.d6.loss_mask: 0.4211, decode.d6.loss_dice: 0.6650, decode.d7.loss_cls: 0.1532, decode.d7.loss_mask: 0.4198, decode.d7.loss_dice: 0.6623, decode.d8.loss_cls: 0.1547, decode.d8.loss_mask: 0.4191, decode.d8.loss_dice: 0.6620, loss: 14.4392 2022-04-27 23:46:36,497 - mmseg - INFO - Iter [156200/160000] lr: 3.411e-08, eta: 1:08:49, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1690, decode.loss_mask: 0.4160, decode.loss_dice: 0.6486, decode.d0.loss_cls: 1.8049, decode.d0.loss_mask: 0.4571, decode.d0.loss_dice: 0.7431, decode.d1.loss_cls: 0.2612, decode.d1.loss_mask: 0.4334, decode.d1.loss_dice: 0.6895, decode.d2.loss_cls: 0.2097, decode.d2.loss_mask: 0.4264, decode.d2.loss_dice: 0.6687, decode.d3.loss_cls: 0.1919, decode.d3.loss_mask: 0.4208, decode.d3.loss_dice: 0.6587, decode.d4.loss_cls: 0.1805, decode.d4.loss_mask: 0.4211, decode.d4.loss_dice: 0.6602, decode.d5.loss_cls: 0.1744, decode.d5.loss_mask: 0.4212, decode.d5.loss_dice: 0.6587, decode.d6.loss_cls: 0.1752, decode.d6.loss_mask: 0.4181, decode.d6.loss_dice: 0.6521, decode.d7.loss_cls: 0.1744, decode.d7.loss_mask: 0.4170, decode.d7.loss_dice: 0.6516, decode.d8.loss_cls: 0.1674, decode.d8.loss_mask: 0.4173, decode.d8.loss_dice: 0.6509, loss: 14.4391 2022-04-27 23:47:30,388 - mmseg - INFO - Iter [156250/160000] lr: 3.366e-08, eta: 1:07:55, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1697, decode.loss_mask: 0.4331, decode.loss_dice: 0.6853, decode.d0.loss_cls: 1.8050, decode.d0.loss_mask: 0.4773, decode.d0.loss_dice: 0.7857, decode.d1.loss_cls: 0.2589, decode.d1.loss_mask: 0.4500, decode.d1.loss_dice: 0.7216, decode.d2.loss_cls: 0.2152, decode.d2.loss_mask: 0.4418, decode.d2.loss_dice: 0.7074, decode.d3.loss_cls: 0.1926, decode.d3.loss_mask: 0.4403, decode.d3.loss_dice: 0.6945, decode.d4.loss_cls: 0.1813, decode.d4.loss_mask: 0.4378, decode.d4.loss_dice: 0.6934, decode.d5.loss_cls: 0.1844, decode.d5.loss_mask: 0.4365, decode.d5.loss_dice: 0.6920, decode.d6.loss_cls: 0.1804, decode.d6.loss_mask: 0.4342, decode.d6.loss_dice: 0.6867, decode.d7.loss_cls: 0.1675, decode.d7.loss_mask: 0.4346, decode.d7.loss_dice: 0.6860, decode.d8.loss_cls: 0.1703, decode.d8.loss_mask: 0.4351, decode.d8.loss_dice: 0.6877, loss: 14.9860 2022-04-27 23:48:24,603 - mmseg - INFO - Iter [156300/160000] lr: 3.321e-08, eta: 1:07:00, time: 1.084, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1760, decode.loss_mask: 0.4259, decode.loss_dice: 0.6811, decode.d0.loss_cls: 1.8441, decode.d0.loss_mask: 0.4658, decode.d0.loss_dice: 0.7839, decode.d1.loss_cls: 0.2526, decode.d1.loss_mask: 0.4437, decode.d1.loss_dice: 0.7226, decode.d2.loss_cls: 0.2176, decode.d2.loss_mask: 0.4373, decode.d2.loss_dice: 0.7076, decode.d3.loss_cls: 0.1975, decode.d3.loss_mask: 0.4317, decode.d3.loss_dice: 0.6923, decode.d4.loss_cls: 0.1901, decode.d4.loss_mask: 0.4300, decode.d4.loss_dice: 0.6925, decode.d5.loss_cls: 0.1862, decode.d5.loss_mask: 0.4297, decode.d5.loss_dice: 0.6900, decode.d6.loss_cls: 0.1783, decode.d6.loss_mask: 0.4265, decode.d6.loss_dice: 0.6875, decode.d7.loss_cls: 0.1763, decode.d7.loss_mask: 0.4260, decode.d7.loss_dice: 0.6863, decode.d8.loss_cls: 0.1778, decode.d8.loss_mask: 0.4244, decode.d8.loss_dice: 0.6840, loss: 14.9653 2022-04-27 23:49:19,009 - mmseg - INFO - Iter [156350/160000] lr: 3.276e-08, eta: 1:06:06, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1658, decode.loss_mask: 0.4196, decode.loss_dice: 0.6745, decode.d0.loss_cls: 1.8136, decode.d0.loss_mask: 0.4590, decode.d0.loss_dice: 0.7730, decode.d1.loss_cls: 0.2483, decode.d1.loss_mask: 0.4365, decode.d1.loss_dice: 0.7165, decode.d2.loss_cls: 0.2060, decode.d2.loss_mask: 0.4287, decode.d2.loss_dice: 0.6948, decode.d3.loss_cls: 0.1924, decode.d3.loss_mask: 0.4243, decode.d3.loss_dice: 0.6834, decode.d4.loss_cls: 0.1799, decode.d4.loss_mask: 0.4226, decode.d4.loss_dice: 0.6769, decode.d5.loss_cls: 0.1721, decode.d5.loss_mask: 0.4218, decode.d5.loss_dice: 0.6790, decode.d6.loss_cls: 0.1706, decode.d6.loss_mask: 0.4205, decode.d6.loss_dice: 0.6761, decode.d7.loss_cls: 0.1599, decode.d7.loss_mask: 0.4209, decode.d7.loss_dice: 0.6776, decode.d8.loss_cls: 0.1705, decode.d8.loss_mask: 0.4193, decode.d8.loss_dice: 0.6763, loss: 14.6802 2022-04-27 23:50:12,610 - mmseg - INFO - Iter [156400/160000] lr: 3.231e-08, eta: 1:05:12, time: 1.072, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1571, decode.loss_mask: 0.4240, decode.loss_dice: 0.6589, decode.d0.loss_cls: 1.8156, decode.d0.loss_mask: 0.4690, decode.d0.loss_dice: 0.7568, decode.d1.loss_cls: 0.2293, decode.d1.loss_mask: 0.4409, decode.d1.loss_dice: 0.6949, decode.d2.loss_cls: 0.1933, decode.d2.loss_mask: 0.4314, decode.d2.loss_dice: 0.6740, decode.d3.loss_cls: 0.1754, decode.d3.loss_mask: 0.4294, decode.d3.loss_dice: 0.6669, decode.d4.loss_cls: 0.1694, decode.d4.loss_mask: 0.4261, decode.d4.loss_dice: 0.6663, decode.d5.loss_cls: 0.1599, decode.d5.loss_mask: 0.4270, decode.d5.loss_dice: 0.6616, decode.d6.loss_cls: 0.1616, decode.d6.loss_mask: 0.4266, decode.d6.loss_dice: 0.6595, decode.d7.loss_cls: 0.1556, decode.d7.loss_mask: 0.4250, decode.d7.loss_dice: 0.6566, decode.d8.loss_cls: 0.1597, decode.d8.loss_mask: 0.4235, decode.d8.loss_dice: 0.6565, loss: 14.4517 2022-04-27 23:51:07,240 - mmseg - INFO - Iter [156450/160000] lr: 3.187e-08, eta: 1:04:17, time: 1.093, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1642, decode.loss_mask: 0.4165, decode.loss_dice: 0.6463, decode.d0.loss_cls: 1.7741, decode.d0.loss_mask: 0.4555, decode.d0.loss_dice: 0.7380, decode.d1.loss_cls: 0.2267, decode.d1.loss_mask: 0.4315, decode.d1.loss_dice: 0.6836, decode.d2.loss_cls: 0.1937, decode.d2.loss_mask: 0.4252, decode.d2.loss_dice: 0.6680, decode.d3.loss_cls: 0.1844, decode.d3.loss_mask: 0.4199, decode.d3.loss_dice: 0.6516, decode.d4.loss_cls: 0.1742, decode.d4.loss_mask: 0.4196, decode.d4.loss_dice: 0.6507, decode.d5.loss_cls: 0.1657, decode.d5.loss_mask: 0.4180, decode.d5.loss_dice: 0.6524, decode.d6.loss_cls: 0.1705, decode.d6.loss_mask: 0.4171, decode.d6.loss_dice: 0.6427, decode.d7.loss_cls: 0.1679, decode.d7.loss_mask: 0.4164, decode.d7.loss_dice: 0.6433, decode.d8.loss_cls: 0.1631, decode.d8.loss_mask: 0.4165, decode.d8.loss_dice: 0.6449, loss: 14.2421 2022-04-27 23:52:01,355 - mmseg - INFO - Iter [156500/160000] lr: 3.142e-08, eta: 1:03:23, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1554, decode.loss_mask: 0.4162, decode.loss_dice: 0.6584, decode.d0.loss_cls: 1.7993, decode.d0.loss_mask: 0.4607, decode.d0.loss_dice: 0.7525, decode.d1.loss_cls: 0.2252, decode.d1.loss_mask: 0.4362, decode.d1.loss_dice: 0.6962, decode.d2.loss_cls: 0.1795, decode.d2.loss_mask: 0.4279, decode.d2.loss_dice: 0.6757, decode.d3.loss_cls: 0.1688, decode.d3.loss_mask: 0.4224, decode.d3.loss_dice: 0.6639, decode.d4.loss_cls: 0.1687, decode.d4.loss_mask: 0.4194, decode.d4.loss_dice: 0.6645, decode.d5.loss_cls: 0.1603, decode.d5.loss_mask: 0.4191, decode.d5.loss_dice: 0.6602, decode.d6.loss_cls: 0.1569, decode.d6.loss_mask: 0.4176, decode.d6.loss_dice: 0.6558, decode.d7.loss_cls: 0.1567, decode.d7.loss_mask: 0.4172, decode.d7.loss_dice: 0.6555, decode.d8.loss_cls: 0.1538, decode.d8.loss_mask: 0.4170, decode.d8.loss_dice: 0.6576, loss: 14.3187 2022-04-27 23:52:55,732 - mmseg - INFO - Iter [156550/160000] lr: 3.097e-08, eta: 1:02:29, time: 1.088, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1587, decode.loss_mask: 0.4306, decode.loss_dice: 0.6694, decode.d0.loss_cls: 1.7815, decode.d0.loss_mask: 0.4755, decode.d0.loss_dice: 0.7712, decode.d1.loss_cls: 0.2353, decode.d1.loss_mask: 0.4459, decode.d1.loss_dice: 0.7102, decode.d2.loss_cls: 0.2026, decode.d2.loss_mask: 0.4379, decode.d2.loss_dice: 0.6885, decode.d3.loss_cls: 0.1814, decode.d3.loss_mask: 0.4336, decode.d3.loss_dice: 0.6816, decode.d4.loss_cls: 0.1687, decode.d4.loss_mask: 0.4332, decode.d4.loss_dice: 0.6766, decode.d5.loss_cls: 0.1671, decode.d5.loss_mask: 0.4322, decode.d5.loss_dice: 0.6736, decode.d6.loss_cls: 0.1596, decode.d6.loss_mask: 0.4319, decode.d6.loss_dice: 0.6720, decode.d7.loss_cls: 0.1571, decode.d7.loss_mask: 0.4303, decode.d7.loss_dice: 0.6714, decode.d8.loss_cls: 0.1543, decode.d8.loss_mask: 0.4314, decode.d8.loss_dice: 0.6702, loss: 14.6337 2022-04-27 23:53:49,793 - mmseg - INFO - Iter [156600/160000] lr: 3.052e-08, eta: 1:01:34, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1720, decode.loss_mask: 0.4220, decode.loss_dice: 0.6747, decode.d0.loss_cls: 1.8402, decode.d0.loss_mask: 0.4674, decode.d0.loss_dice: 0.7790, decode.d1.loss_cls: 0.2481, decode.d1.loss_mask: 0.4382, decode.d1.loss_dice: 0.7157, decode.d2.loss_cls: 0.2072, decode.d2.loss_mask: 0.4318, decode.d2.loss_dice: 0.6973, decode.d3.loss_cls: 0.1949, decode.d3.loss_mask: 0.4267, decode.d3.loss_dice: 0.6862, decode.d4.loss_cls: 0.1841, decode.d4.loss_mask: 0.4243, decode.d4.loss_dice: 0.6809, decode.d5.loss_cls: 0.1741, decode.d5.loss_mask: 0.4248, decode.d5.loss_dice: 0.6815, decode.d6.loss_cls: 0.1798, decode.d6.loss_mask: 0.4218, decode.d6.loss_dice: 0.6746, decode.d7.loss_cls: 0.1711, decode.d7.loss_mask: 0.4214, decode.d7.loss_dice: 0.6756, decode.d8.loss_cls: 0.1717, decode.d8.loss_mask: 0.4217, decode.d8.loss_dice: 0.6734, loss: 14.7818 2022-04-27 23:54:47,424 - mmseg - INFO - Iter [156650/160000] lr: 3.007e-08, eta: 1:00:40, time: 1.153, data_time: 0.062, memory: 64049, decode.loss_cls: 0.1488, decode.loss_mask: 0.4038, decode.loss_dice: 0.6447, decode.d0.loss_cls: 1.7671, decode.d0.loss_mask: 0.4454, decode.d0.loss_dice: 0.7479, decode.d1.loss_cls: 0.2374, decode.d1.loss_mask: 0.4191, decode.d1.loss_dice: 0.6849, decode.d2.loss_cls: 0.1950, decode.d2.loss_mask: 0.4103, decode.d2.loss_dice: 0.6625, decode.d3.loss_cls: 0.1687, decode.d3.loss_mask: 0.4073, decode.d3.loss_dice: 0.6534, decode.d4.loss_cls: 0.1590, decode.d4.loss_mask: 0.4065, decode.d4.loss_dice: 0.6527, decode.d5.loss_cls: 0.1582, decode.d5.loss_mask: 0.4056, decode.d5.loss_dice: 0.6501, decode.d6.loss_cls: 0.1522, decode.d6.loss_mask: 0.4037, decode.d6.loss_dice: 0.6457, decode.d7.loss_cls: 0.1516, decode.d7.loss_mask: 0.4032, decode.d7.loss_dice: 0.6460, decode.d8.loss_cls: 0.1473, decode.d8.loss_mask: 0.4041, decode.d8.loss_dice: 0.6468, loss: 14.0291 2022-04-27 23:55:41,267 - mmseg - INFO - Iter [156700/160000] lr: 2.962e-08, eta: 0:59:46, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1839, decode.loss_mask: 0.4240, decode.loss_dice: 0.6834, decode.d0.loss_cls: 1.8505, decode.d0.loss_mask: 0.4669, decode.d0.loss_dice: 0.7912, decode.d1.loss_cls: 0.2778, decode.d1.loss_mask: 0.4395, decode.d1.loss_dice: 0.7249, decode.d2.loss_cls: 0.2392, decode.d2.loss_mask: 0.4310, decode.d2.loss_dice: 0.7090, decode.d3.loss_cls: 0.2098, decode.d3.loss_mask: 0.4284, decode.d3.loss_dice: 0.6922, decode.d4.loss_cls: 0.2007, decode.d4.loss_mask: 0.4272, decode.d4.loss_dice: 0.6915, decode.d5.loss_cls: 0.1974, decode.d5.loss_mask: 0.4266, decode.d5.loss_dice: 0.6894, decode.d6.loss_cls: 0.1896, decode.d6.loss_mask: 0.4251, decode.d6.loss_dice: 0.6861, decode.d7.loss_cls: 0.1865, decode.d7.loss_mask: 0.4247, decode.d7.loss_dice: 0.6822, decode.d8.loss_cls: 0.1852, decode.d8.loss_mask: 0.4247, decode.d8.loss_dice: 0.6851, loss: 15.0737 2022-04-27 23:56:34,366 - mmseg - INFO - Iter [156750/160000] lr: 2.917e-08, eta: 0:58:51, time: 1.062, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1589, decode.loss_mask: 0.4139, decode.loss_dice: 0.6422, decode.d0.loss_cls: 1.8327, decode.d0.loss_mask: 0.4532, decode.d0.loss_dice: 0.7328, decode.d1.loss_cls: 0.2284, decode.d1.loss_mask: 0.4289, decode.d1.loss_dice: 0.6742, decode.d2.loss_cls: 0.1976, decode.d2.loss_mask: 0.4217, decode.d2.loss_dice: 0.6635, decode.d3.loss_cls: 0.1769, decode.d3.loss_mask: 0.4181, decode.d3.loss_dice: 0.6509, decode.d4.loss_cls: 0.1688, decode.d4.loss_mask: 0.4173, decode.d4.loss_dice: 0.6479, decode.d5.loss_cls: 0.1631, decode.d5.loss_mask: 0.4164, decode.d5.loss_dice: 0.6452, decode.d6.loss_cls: 0.1597, decode.d6.loss_mask: 0.4159, decode.d6.loss_dice: 0.6453, decode.d7.loss_cls: 0.1573, decode.d7.loss_mask: 0.4162, decode.d7.loss_dice: 0.6474, decode.d8.loss_cls: 0.1634, decode.d8.loss_mask: 0.4143, decode.d8.loss_dice: 0.6437, loss: 14.2159 2022-04-27 23:57:28,304 - mmseg - INFO - Iter [156800/160000] lr: 2.872e-08, eta: 0:57:57, time: 1.078, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1651, decode.loss_mask: 0.4216, decode.loss_dice: 0.6649, decode.d0.loss_cls: 1.8159, decode.d0.loss_mask: 0.4637, decode.d0.loss_dice: 0.7667, decode.d1.loss_cls: 0.2481, decode.d1.loss_mask: 0.4389, decode.d1.loss_dice: 0.7032, decode.d2.loss_cls: 0.2031, decode.d2.loss_mask: 0.4298, decode.d2.loss_dice: 0.6844, decode.d3.loss_cls: 0.1819, decode.d3.loss_mask: 0.4276, decode.d3.loss_dice: 0.6711, decode.d4.loss_cls: 0.1746, decode.d4.loss_mask: 0.4254, decode.d4.loss_dice: 0.6704, decode.d5.loss_cls: 0.1756, decode.d5.loss_mask: 0.4251, decode.d5.loss_dice: 0.6690, decode.d6.loss_cls: 0.1694, decode.d6.loss_mask: 0.4228, decode.d6.loss_dice: 0.6677, decode.d7.loss_cls: 0.1665, decode.d7.loss_mask: 0.4224, decode.d7.loss_dice: 0.6652, decode.d8.loss_cls: 0.1653, decode.d8.loss_mask: 0.4220, decode.d8.loss_dice: 0.6651, loss: 14.5922 2022-04-27 23:58:22,928 - mmseg - INFO - Iter [156850/160000] lr: 2.828e-08, eta: 0:57:03, time: 1.093, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1722, decode.loss_mask: 0.4275, decode.loss_dice: 0.6804, decode.d0.loss_cls: 1.8790, decode.d0.loss_mask: 0.4796, decode.d0.loss_dice: 0.7841, decode.d1.loss_cls: 0.2527, decode.d1.loss_mask: 0.4448, decode.d1.loss_dice: 0.7233, decode.d2.loss_cls: 0.2143, decode.d2.loss_mask: 0.4356, decode.d2.loss_dice: 0.7017, decode.d3.loss_cls: 0.1961, decode.d3.loss_mask: 0.4315, decode.d3.loss_dice: 0.6874, decode.d4.loss_cls: 0.1841, decode.d4.loss_mask: 0.4295, decode.d4.loss_dice: 0.6861, decode.d5.loss_cls: 0.1784, decode.d5.loss_mask: 0.4299, decode.d5.loss_dice: 0.6828, decode.d6.loss_cls: 0.1768, decode.d6.loss_mask: 0.4291, decode.d6.loss_dice: 0.6800, decode.d7.loss_cls: 0.1735, decode.d7.loss_mask: 0.4285, decode.d7.loss_dice: 0.6823, decode.d8.loss_cls: 0.1709, decode.d8.loss_mask: 0.4283, decode.d8.loss_dice: 0.6832, loss: 14.9537 2022-04-27 23:59:17,462 - mmseg - INFO - Iter [156900/160000] lr: 2.783e-08, eta: 0:56:08, time: 1.090, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1606, decode.loss_mask: 0.4264, decode.loss_dice: 0.6613, decode.d0.loss_cls: 1.8040, decode.d0.loss_mask: 0.4660, decode.d0.loss_dice: 0.7623, decode.d1.loss_cls: 0.2433, decode.d1.loss_mask: 0.4434, decode.d1.loss_dice: 0.7017, decode.d2.loss_cls: 0.2011, decode.d2.loss_mask: 0.4358, decode.d2.loss_dice: 0.6827, decode.d3.loss_cls: 0.1840, decode.d3.loss_mask: 0.4303, decode.d3.loss_dice: 0.6688, decode.d4.loss_cls: 0.1718, decode.d4.loss_mask: 0.4308, decode.d4.loss_dice: 0.6744, decode.d5.loss_cls: 0.1653, decode.d5.loss_mask: 0.4286, decode.d5.loss_dice: 0.6663, decode.d6.loss_cls: 0.1654, decode.d6.loss_mask: 0.4274, decode.d6.loss_dice: 0.6597, decode.d7.loss_cls: 0.1628, decode.d7.loss_mask: 0.4265, decode.d7.loss_dice: 0.6621, decode.d8.loss_cls: 0.1586, decode.d8.loss_mask: 0.4268, decode.d8.loss_dice: 0.6608, loss: 14.5592 2022-04-28 00:00:13,551 - mmseg - INFO - Iter [156950/160000] lr: 2.738e-08, eta: 0:55:14, time: 1.122, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1622, decode.loss_mask: 0.4246, decode.loss_dice: 0.6519, decode.d0.loss_cls: 1.7652, decode.d0.loss_mask: 0.4669, decode.d0.loss_dice: 0.7506, decode.d1.loss_cls: 0.2360, decode.d1.loss_mask: 0.4417, decode.d1.loss_dice: 0.6911, decode.d2.loss_cls: 0.1968, decode.d2.loss_mask: 0.4340, decode.d2.loss_dice: 0.6723, decode.d3.loss_cls: 0.1768, decode.d3.loss_mask: 0.4300, decode.d3.loss_dice: 0.6609, decode.d4.loss_cls: 0.1723, decode.d4.loss_mask: 0.4305, decode.d4.loss_dice: 0.6625, decode.d5.loss_cls: 0.1732, decode.d5.loss_mask: 0.4288, decode.d5.loss_dice: 0.6568, decode.d6.loss_cls: 0.1689, decode.d6.loss_mask: 0.4286, decode.d6.loss_dice: 0.6572, decode.d7.loss_cls: 0.1670, decode.d7.loss_mask: 0.4254, decode.d7.loss_dice: 0.6522, decode.d8.loss_cls: 0.1647, decode.d8.loss_mask: 0.4252, decode.d8.loss_dice: 0.6534, loss: 14.4278 2022-04-28 00:01:07,941 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-28 00:01:07,944 - mmseg - INFO - Iter [157000/160000] lr: 2.693e-08, eta: 0:54:20, time: 1.088, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1621, decode.loss_mask: 0.4108, decode.loss_dice: 0.6524, decode.d0.loss_cls: 1.8180, decode.d0.loss_mask: 0.4522, decode.d0.loss_dice: 0.7508, decode.d1.loss_cls: 0.2339, decode.d1.loss_mask: 0.4274, decode.d1.loss_dice: 0.6946, decode.d2.loss_cls: 0.1995, decode.d2.loss_mask: 0.4179, decode.d2.loss_dice: 0.6752, decode.d3.loss_cls: 0.1835, decode.d3.loss_mask: 0.4138, decode.d3.loss_dice: 0.6622, decode.d4.loss_cls: 0.1717, decode.d4.loss_mask: 0.4133, decode.d4.loss_dice: 0.6603, decode.d5.loss_cls: 0.1671, decode.d5.loss_mask: 0.4110, decode.d5.loss_dice: 0.6580, decode.d6.loss_cls: 0.1649, decode.d6.loss_mask: 0.4110, decode.d6.loss_dice: 0.6541, decode.d7.loss_cls: 0.1657, decode.d7.loss_mask: 0.4082, decode.d7.loss_dice: 0.6511, decode.d8.loss_cls: 0.1714, decode.d8.loss_mask: 0.4092, decode.d8.loss_dice: 0.6521, loss: 14.3235 2022-04-28 00:02:01,039 - mmseg - INFO - Iter [157050/160000] lr: 2.648e-08, eta: 0:53:25, time: 1.062, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1544, decode.loss_mask: 0.4162, decode.loss_dice: 0.6460, decode.d0.loss_cls: 1.7846, decode.d0.loss_mask: 0.4589, decode.d0.loss_dice: 0.7445, decode.d1.loss_cls: 0.2416, decode.d1.loss_mask: 0.4322, decode.d1.loss_dice: 0.6814, decode.d2.loss_cls: 0.1942, decode.d2.loss_mask: 0.4238, decode.d2.loss_dice: 0.6695, decode.d3.loss_cls: 0.1781, decode.d3.loss_mask: 0.4205, decode.d3.loss_dice: 0.6534, decode.d4.loss_cls: 0.1640, decode.d4.loss_mask: 0.4201, decode.d4.loss_dice: 0.6563, decode.d5.loss_cls: 0.1639, decode.d5.loss_mask: 0.4177, decode.d5.loss_dice: 0.6492, decode.d6.loss_cls: 0.1524, decode.d6.loss_mask: 0.4178, decode.d6.loss_dice: 0.6504, decode.d7.loss_cls: 0.1567, decode.d7.loss_mask: 0.4161, decode.d7.loss_dice: 0.6509, decode.d8.loss_cls: 0.1529, decode.d8.loss_mask: 0.4171, decode.d8.loss_dice: 0.6527, loss: 14.2375 2022-04-28 00:02:55,054 - mmseg - INFO - Iter [157100/160000] lr: 2.603e-08, eta: 0:52:31, time: 1.080, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1810, decode.loss_mask: 0.4253, decode.loss_dice: 0.6694, decode.d0.loss_cls: 1.8233, decode.d0.loss_mask: 0.4651, decode.d0.loss_dice: 0.7662, decode.d1.loss_cls: 0.2567, decode.d1.loss_mask: 0.4412, decode.d1.loss_dice: 0.7001, decode.d2.loss_cls: 0.2223, decode.d2.loss_mask: 0.4319, decode.d2.loss_dice: 0.6848, decode.d3.loss_cls: 0.2025, decode.d3.loss_mask: 0.4289, decode.d3.loss_dice: 0.6763, decode.d4.loss_cls: 0.1960, decode.d4.loss_mask: 0.4277, decode.d4.loss_dice: 0.6760, decode.d5.loss_cls: 0.1897, decode.d5.loss_mask: 0.4260, decode.d5.loss_dice: 0.6714, decode.d6.loss_cls: 0.1886, decode.d6.loss_mask: 0.4260, decode.d6.loss_dice: 0.6703, decode.d7.loss_cls: 0.1819, decode.d7.loss_mask: 0.4248, decode.d7.loss_dice: 0.6678, decode.d8.loss_cls: 0.1776, decode.d8.loss_mask: 0.4248, decode.d8.loss_dice: 0.6677, loss: 14.7913 2022-04-28 00:03:49,204 - mmseg - INFO - Iter [157150/160000] lr: 2.558e-08, eta: 0:51:37, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1496, decode.loss_mask: 0.4256, decode.loss_dice: 0.6623, decode.d0.loss_cls: 1.8393, decode.d0.loss_mask: 0.4707, decode.d0.loss_dice: 0.7678, decode.d1.loss_cls: 0.2311, decode.d1.loss_mask: 0.4422, decode.d1.loss_dice: 0.7049, decode.d2.loss_cls: 0.1886, decode.d2.loss_mask: 0.4329, decode.d2.loss_dice: 0.6857, decode.d3.loss_cls: 0.1672, decode.d3.loss_mask: 0.4318, decode.d3.loss_dice: 0.6753, decode.d4.loss_cls: 0.1581, decode.d4.loss_mask: 0.4305, decode.d4.loss_dice: 0.6742, decode.d5.loss_cls: 0.1570, decode.d5.loss_mask: 0.4289, decode.d5.loss_dice: 0.6652, decode.d6.loss_cls: 0.1574, decode.d6.loss_mask: 0.4270, decode.d6.loss_dice: 0.6667, decode.d7.loss_cls: 0.1567, decode.d7.loss_mask: 0.4269, decode.d7.loss_dice: 0.6620, decode.d8.loss_cls: 0.1511, decode.d8.loss_mask: 0.4252, decode.d8.loss_dice: 0.6663, loss: 14.5283 2022-04-28 00:04:42,918 - mmseg - INFO - Iter [157200/160000] lr: 2.514e-08, eta: 0:50:42, time: 1.074, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1603, decode.loss_mask: 0.4202, decode.loss_dice: 0.6660, decode.d0.loss_cls: 1.7957, decode.d0.loss_mask: 0.4602, decode.d0.loss_dice: 0.7690, decode.d1.loss_cls: 0.2463, decode.d1.loss_mask: 0.4358, decode.d1.loss_dice: 0.7043, decode.d2.loss_cls: 0.1992, decode.d2.loss_mask: 0.4282, decode.d2.loss_dice: 0.6846, decode.d3.loss_cls: 0.1861, decode.d3.loss_mask: 0.4243, decode.d3.loss_dice: 0.6746, decode.d4.loss_cls: 0.1766, decode.d4.loss_mask: 0.4241, decode.d4.loss_dice: 0.6713, decode.d5.loss_cls: 0.1754, decode.d5.loss_mask: 0.4208, decode.d5.loss_dice: 0.6670, decode.d6.loss_cls: 0.1727, decode.d6.loss_mask: 0.4209, decode.d6.loss_dice: 0.6667, decode.d7.loss_cls: 0.1687, decode.d7.loss_mask: 0.4199, decode.d7.loss_dice: 0.6690, decode.d8.loss_cls: 0.1657, decode.d8.loss_mask: 0.4215, decode.d8.loss_dice: 0.6665, loss: 14.5617 2022-04-28 00:05:36,893 - mmseg - INFO - Iter [157250/160000] lr: 2.469e-08, eta: 0:49:48, time: 1.080, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1879, decode.loss_mask: 0.4267, decode.loss_dice: 0.6757, decode.d0.loss_cls: 1.8308, decode.d0.loss_mask: 0.4708, decode.d0.loss_dice: 0.7799, decode.d1.loss_cls: 0.2695, decode.d1.loss_mask: 0.4462, decode.d1.loss_dice: 0.7184, decode.d2.loss_cls: 0.2310, decode.d2.loss_mask: 0.4380, decode.d2.loss_dice: 0.7021, decode.d3.loss_cls: 0.2049, decode.d3.loss_mask: 0.4348, decode.d3.loss_dice: 0.6845, decode.d4.loss_cls: 0.2032, decode.d4.loss_mask: 0.4314, decode.d4.loss_dice: 0.6838, decode.d5.loss_cls: 0.1938, decode.d5.loss_mask: 0.4309, decode.d5.loss_dice: 0.6855, decode.d6.loss_cls: 0.1913, decode.d6.loss_mask: 0.4305, decode.d6.loss_dice: 0.6810, decode.d7.loss_cls: 0.1876, decode.d7.loss_mask: 0.4272, decode.d7.loss_dice: 0.6807, decode.d8.loss_cls: 0.1942, decode.d8.loss_mask: 0.4269, decode.d8.loss_dice: 0.6798, loss: 15.0291 2022-04-28 00:06:30,625 - mmseg - INFO - Iter [157300/160000] lr: 2.424e-08, eta: 0:48:54, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1578, decode.loss_mask: 0.4223, decode.loss_dice: 0.6515, decode.d0.loss_cls: 1.7821, decode.d0.loss_mask: 0.4628, decode.d0.loss_dice: 0.7526, decode.d1.loss_cls: 0.2278, decode.d1.loss_mask: 0.4368, decode.d1.loss_dice: 0.6863, decode.d2.loss_cls: 0.1857, decode.d2.loss_mask: 0.4309, decode.d2.loss_dice: 0.6700, decode.d3.loss_cls: 0.1709, decode.d3.loss_mask: 0.4292, decode.d3.loss_dice: 0.6622, decode.d4.loss_cls: 0.1648, decode.d4.loss_mask: 0.4283, decode.d4.loss_dice: 0.6538, decode.d5.loss_cls: 0.1553, decode.d5.loss_mask: 0.4271, decode.d5.loss_dice: 0.6546, decode.d6.loss_cls: 0.1579, decode.d6.loss_mask: 0.4260, decode.d6.loss_dice: 0.6550, decode.d7.loss_cls: 0.1594, decode.d7.loss_mask: 0.4244, decode.d7.loss_dice: 0.6497, decode.d8.loss_cls: 0.1645, decode.d8.loss_mask: 0.4238, decode.d8.loss_dice: 0.6499, loss: 14.3234 2022-04-28 00:07:24,836 - mmseg - INFO - Iter [157350/160000] lr: 2.379e-08, eta: 0:47:59, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1448, decode.loss_mask: 0.4268, decode.loss_dice: 0.6424, decode.d0.loss_cls: 1.7913, decode.d0.loss_mask: 0.4719, decode.d0.loss_dice: 0.7409, decode.d1.loss_cls: 0.2228, decode.d1.loss_mask: 0.4456, decode.d1.loss_dice: 0.6824, decode.d2.loss_cls: 0.1806, decode.d2.loss_mask: 0.4353, decode.d2.loss_dice: 0.6683, decode.d3.loss_cls: 0.1604, decode.d3.loss_mask: 0.4299, decode.d3.loss_dice: 0.6548, decode.d4.loss_cls: 0.1549, decode.d4.loss_mask: 0.4283, decode.d4.loss_dice: 0.6494, decode.d5.loss_cls: 0.1475, decode.d5.loss_mask: 0.4285, decode.d5.loss_dice: 0.6531, decode.d6.loss_cls: 0.1436, decode.d6.loss_mask: 0.4276, decode.d6.loss_dice: 0.6514, decode.d7.loss_cls: 0.1422, decode.d7.loss_mask: 0.4274, decode.d7.loss_dice: 0.6446, decode.d8.loss_cls: 0.1427, decode.d8.loss_mask: 0.4264, decode.d8.loss_dice: 0.6471, loss: 14.2128 2022-04-28 00:08:18,306 - mmseg - INFO - Iter [157400/160000] lr: 2.334e-08, eta: 0:47:05, time: 1.069, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1716, decode.loss_mask: 0.4176, decode.loss_dice: 0.6600, decode.d0.loss_cls: 1.8418, decode.d0.loss_mask: 0.4638, decode.d0.loss_dice: 0.7585, decode.d1.loss_cls: 0.2527, decode.d1.loss_mask: 0.4327, decode.d1.loss_dice: 0.6937, decode.d2.loss_cls: 0.2032, decode.d2.loss_mask: 0.4257, decode.d2.loss_dice: 0.6790, decode.d3.loss_cls: 0.1812, decode.d3.loss_mask: 0.4227, decode.d3.loss_dice: 0.6687, decode.d4.loss_cls: 0.1793, decode.d4.loss_mask: 0.4211, decode.d4.loss_dice: 0.6607, decode.d5.loss_cls: 0.1713, decode.d5.loss_mask: 0.4205, decode.d5.loss_dice: 0.6631, decode.d6.loss_cls: 0.1754, decode.d6.loss_mask: 0.4196, decode.d6.loss_dice: 0.6580, decode.d7.loss_cls: 0.1707, decode.d7.loss_mask: 0.4186, decode.d7.loss_dice: 0.6581, decode.d8.loss_cls: 0.1696, decode.d8.loss_mask: 0.4191, decode.d8.loss_dice: 0.6600, loss: 14.5380 2022-04-28 00:09:11,575 - mmseg - INFO - Iter [157450/160000] lr: 2.289e-08, eta: 0:46:11, time: 1.065, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1754, decode.loss_mask: 0.4253, decode.loss_dice: 0.6801, decode.d0.loss_cls: 1.8106, decode.d0.loss_mask: 0.4696, decode.d0.loss_dice: 0.7828, decode.d1.loss_cls: 0.2509, decode.d1.loss_mask: 0.4446, decode.d1.loss_dice: 0.7230, decode.d2.loss_cls: 0.2071, decode.d2.loss_mask: 0.4345, decode.d2.loss_dice: 0.7036, decode.d3.loss_cls: 0.1915, decode.d3.loss_mask: 0.4315, decode.d3.loss_dice: 0.6933, decode.d4.loss_cls: 0.1828, decode.d4.loss_mask: 0.4297, decode.d4.loss_dice: 0.6878, decode.d5.loss_cls: 0.1853, decode.d5.loss_mask: 0.4285, decode.d5.loss_dice: 0.6858, decode.d6.loss_cls: 0.1783, decode.d6.loss_mask: 0.4285, decode.d6.loss_dice: 0.6825, decode.d7.loss_cls: 0.1758, decode.d7.loss_mask: 0.4276, decode.d7.loss_dice: 0.6791, decode.d8.loss_cls: 0.1749, decode.d8.loss_mask: 0.4269, decode.d8.loss_dice: 0.6821, loss: 14.8795 2022-04-28 00:10:05,649 - mmseg - INFO - Iter [157500/160000] lr: 2.244e-08, eta: 0:45:16, time: 1.081, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1681, decode.loss_mask: 0.4055, decode.loss_dice: 0.6603, decode.d0.loss_cls: 1.8145, decode.d0.loss_mask: 0.4457, decode.d0.loss_dice: 0.7718, decode.d1.loss_cls: 0.2646, decode.d1.loss_mask: 0.4217, decode.d1.loss_dice: 0.7019, decode.d2.loss_cls: 0.2088, decode.d2.loss_mask: 0.4141, decode.d2.loss_dice: 0.6877, decode.d3.loss_cls: 0.1914, decode.d3.loss_mask: 0.4093, decode.d3.loss_dice: 0.6681, decode.d4.loss_cls: 0.1848, decode.d4.loss_mask: 0.4096, decode.d4.loss_dice: 0.6665, decode.d5.loss_cls: 0.1773, decode.d5.loss_mask: 0.4088, decode.d5.loss_dice: 0.6658, decode.d6.loss_cls: 0.1708, decode.d6.loss_mask: 0.4088, decode.d6.loss_dice: 0.6641, decode.d7.loss_cls: 0.1696, decode.d7.loss_mask: 0.4076, decode.d7.loss_dice: 0.6615, decode.d8.loss_cls: 0.1736, decode.d8.loss_mask: 0.4065, decode.d8.loss_dice: 0.6633, loss: 14.4719 2022-04-28 00:10:59,762 - mmseg - INFO - Iter [157550/160000] lr: 2.199e-08, eta: 0:44:22, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1445, decode.loss_mask: 0.4198, decode.loss_dice: 0.6720, decode.d0.loss_cls: 1.8259, decode.d0.loss_mask: 0.4665, decode.d0.loss_dice: 0.7718, decode.d1.loss_cls: 0.2381, decode.d1.loss_mask: 0.4391, decode.d1.loss_dice: 0.7146, decode.d2.loss_cls: 0.1894, decode.d2.loss_mask: 0.4297, decode.d2.loss_dice: 0.6980, decode.d3.loss_cls: 0.1797, decode.d3.loss_mask: 0.4264, decode.d3.loss_dice: 0.6826, decode.d4.loss_cls: 0.1632, decode.d4.loss_mask: 0.4245, decode.d4.loss_dice: 0.6809, decode.d5.loss_cls: 0.1543, decode.d5.loss_mask: 0.4222, decode.d5.loss_dice: 0.6785, decode.d6.loss_cls: 0.1507, decode.d6.loss_mask: 0.4224, decode.d6.loss_dice: 0.6746, decode.d7.loss_cls: 0.1472, decode.d7.loss_mask: 0.4192, decode.d7.loss_dice: 0.6747, decode.d8.loss_cls: 0.1472, decode.d8.loss_mask: 0.4208, decode.d8.loss_dice: 0.6720, loss: 14.5504 2022-04-28 00:11:53,785 - mmseg - INFO - Iter [157600/160000] lr: 2.155e-08, eta: 0:43:28, time: 1.081, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1553, decode.loss_mask: 0.4091, decode.loss_dice: 0.6296, decode.d0.loss_cls: 1.7888, decode.d0.loss_mask: 0.4521, decode.d0.loss_dice: 0.7290, decode.d1.loss_cls: 0.2290, decode.d1.loss_mask: 0.4220, decode.d1.loss_dice: 0.6678, decode.d2.loss_cls: 0.1900, decode.d2.loss_mask: 0.4157, decode.d2.loss_dice: 0.6488, decode.d3.loss_cls: 0.1825, decode.d3.loss_mask: 0.4128, decode.d3.loss_dice: 0.6370, decode.d4.loss_cls: 0.1689, decode.d4.loss_mask: 0.4129, decode.d4.loss_dice: 0.6373, decode.d5.loss_cls: 0.1602, decode.d5.loss_mask: 0.4122, decode.d5.loss_dice: 0.6376, decode.d6.loss_cls: 0.1611, decode.d6.loss_mask: 0.4104, decode.d6.loss_dice: 0.6326, decode.d7.loss_cls: 0.1620, decode.d7.loss_mask: 0.4097, decode.d7.loss_dice: 0.6318, decode.d8.loss_cls: 0.1580, decode.d8.loss_mask: 0.4095, decode.d8.loss_dice: 0.6317, loss: 14.0052 2022-04-28 00:12:47,712 - mmseg - INFO - Iter [157650/160000] lr: 2.110e-08, eta: 0:42:33, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1575, decode.loss_mask: 0.4082, decode.loss_dice: 0.6536, decode.d0.loss_cls: 1.8049, decode.d0.loss_mask: 0.4529, decode.d0.loss_dice: 0.7535, decode.d1.loss_cls: 0.2453, decode.d1.loss_mask: 0.4262, decode.d1.loss_dice: 0.6884, decode.d2.loss_cls: 0.1984, decode.d2.loss_mask: 0.4192, decode.d2.loss_dice: 0.6779, decode.d3.loss_cls: 0.1834, decode.d3.loss_mask: 0.4125, decode.d3.loss_dice: 0.6600, decode.d4.loss_cls: 0.1725, decode.d4.loss_mask: 0.4117, decode.d4.loss_dice: 0.6615, decode.d5.loss_cls: 0.1694, decode.d5.loss_mask: 0.4110, decode.d5.loss_dice: 0.6598, decode.d6.loss_cls: 0.1624, decode.d6.loss_mask: 0.4107, decode.d6.loss_dice: 0.6549, decode.d7.loss_cls: 0.1652, decode.d7.loss_mask: 0.4100, decode.d7.loss_dice: 0.6554, decode.d8.loss_cls: 0.1596, decode.d8.loss_mask: 0.4090, decode.d8.loss_dice: 0.6512, loss: 14.3061 2022-04-28 00:13:41,505 - mmseg - INFO - Iter [157700/160000] lr: 2.065e-08, eta: 0:41:39, time: 1.076, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1740, decode.loss_mask: 0.4270, decode.loss_dice: 0.6591, decode.d0.loss_cls: 1.8164, decode.d0.loss_mask: 0.4717, decode.d0.loss_dice: 0.7678, decode.d1.loss_cls: 0.2398, decode.d1.loss_mask: 0.4444, decode.d1.loss_dice: 0.7006, decode.d2.loss_cls: 0.2086, decode.d2.loss_mask: 0.4363, decode.d2.loss_dice: 0.6819, decode.d3.loss_cls: 0.1927, decode.d3.loss_mask: 0.4312, decode.d3.loss_dice: 0.6672, decode.d4.loss_cls: 0.1844, decode.d4.loss_mask: 0.4302, decode.d4.loss_dice: 0.6667, decode.d5.loss_cls: 0.1787, decode.d5.loss_mask: 0.4296, decode.d5.loss_dice: 0.6679, decode.d6.loss_cls: 0.1791, decode.d6.loss_mask: 0.4302, decode.d6.loss_dice: 0.6620, decode.d7.loss_cls: 0.1741, decode.d7.loss_mask: 0.4293, decode.d7.loss_dice: 0.6627, decode.d8.loss_cls: 0.1696, decode.d8.loss_mask: 0.4285, decode.d8.loss_dice: 0.6624, loss: 14.6739 2022-04-28 00:14:34,881 - mmseg - INFO - Iter [157750/160000] lr: 2.020e-08, eta: 0:40:45, time: 1.067, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1393, decode.loss_mask: 0.4062, decode.loss_dice: 0.6507, decode.d0.loss_cls: 1.8216, decode.d0.loss_mask: 0.4484, decode.d0.loss_dice: 0.7500, decode.d1.loss_cls: 0.2184, decode.d1.loss_mask: 0.4203, decode.d1.loss_dice: 0.6864, decode.d2.loss_cls: 0.1780, decode.d2.loss_mask: 0.4149, decode.d2.loss_dice: 0.6755, decode.d3.loss_cls: 0.1568, decode.d3.loss_mask: 0.4093, decode.d3.loss_dice: 0.6637, decode.d4.loss_cls: 0.1498, decode.d4.loss_mask: 0.4084, decode.d4.loss_dice: 0.6564, decode.d5.loss_cls: 0.1418, decode.d5.loss_mask: 0.4079, decode.d5.loss_dice: 0.6590, decode.d6.loss_cls: 0.1408, decode.d6.loss_mask: 0.4074, decode.d6.loss_dice: 0.6504, decode.d7.loss_cls: 0.1463, decode.d7.loss_mask: 0.4069, decode.d7.loss_dice: 0.6507, decode.d8.loss_cls: 0.1395, decode.d8.loss_mask: 0.4060, decode.d8.loss_dice: 0.6509, loss: 14.0615 2022-04-28 00:15:28,771 - mmseg - INFO - Iter [157800/160000] lr: 1.975e-08, eta: 0:39:50, time: 1.078, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1658, decode.loss_mask: 0.4224, decode.loss_dice: 0.6632, decode.d0.loss_cls: 1.7881, decode.d0.loss_mask: 0.4655, decode.d0.loss_dice: 0.7609, decode.d1.loss_cls: 0.2491, decode.d1.loss_mask: 0.4380, decode.d1.loss_dice: 0.7003, decode.d2.loss_cls: 0.2168, decode.d2.loss_mask: 0.4296, decode.d2.loss_dice: 0.6779, decode.d3.loss_cls: 0.1945, decode.d3.loss_mask: 0.4249, decode.d3.loss_dice: 0.6674, decode.d4.loss_cls: 0.1858, decode.d4.loss_mask: 0.4247, decode.d4.loss_dice: 0.6633, decode.d5.loss_cls: 0.1840, decode.d5.loss_mask: 0.4228, decode.d5.loss_dice: 0.6602, decode.d6.loss_cls: 0.1729, decode.d6.loss_mask: 0.4232, decode.d6.loss_dice: 0.6612, decode.d7.loss_cls: 0.1701, decode.d7.loss_mask: 0.4223, decode.d7.loss_dice: 0.6590, decode.d8.loss_cls: 0.1658, decode.d8.loss_mask: 0.4219, decode.d8.loss_dice: 0.6607, loss: 14.5623 2022-04-28 00:16:23,263 - mmseg - INFO - Iter [157850/160000] lr: 1.930e-08, eta: 0:38:56, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1664, decode.loss_mask: 0.4198, decode.loss_dice: 0.6758, decode.d0.loss_cls: 1.8516, decode.d0.loss_mask: 0.4601, decode.d0.loss_dice: 0.7780, decode.d1.loss_cls: 0.2508, decode.d1.loss_mask: 0.4353, decode.d1.loss_dice: 0.7173, decode.d2.loss_cls: 0.2107, decode.d2.loss_mask: 0.4278, decode.d2.loss_dice: 0.7005, decode.d3.loss_cls: 0.1895, decode.d3.loss_mask: 0.4252, decode.d3.loss_dice: 0.6894, decode.d4.loss_cls: 0.1820, decode.d4.loss_mask: 0.4236, decode.d4.loss_dice: 0.6842, decode.d5.loss_cls: 0.1857, decode.d5.loss_mask: 0.4205, decode.d5.loss_dice: 0.6804, decode.d6.loss_cls: 0.1734, decode.d6.loss_mask: 0.4207, decode.d6.loss_dice: 0.6765, decode.d7.loss_cls: 0.1745, decode.d7.loss_mask: 0.4204, decode.d7.loss_dice: 0.6785, decode.d8.loss_cls: 0.1658, decode.d8.loss_mask: 0.4207, decode.d8.loss_dice: 0.6786, loss: 14.7838 2022-04-28 00:17:21,481 - mmseg - INFO - Iter [157900/160000] lr: 1.885e-08, eta: 0:38:02, time: 1.164, data_time: 0.066, memory: 64049, decode.loss_cls: 0.1502, decode.loss_mask: 0.4241, decode.loss_dice: 0.6581, decode.d0.loss_cls: 1.7892, decode.d0.loss_mask: 0.4637, decode.d0.loss_dice: 0.7508, decode.d1.loss_cls: 0.2226, decode.d1.loss_mask: 0.4395, decode.d1.loss_dice: 0.6897, decode.d2.loss_cls: 0.1812, decode.d2.loss_mask: 0.4319, decode.d2.loss_dice: 0.6776, decode.d3.loss_cls: 0.1707, decode.d3.loss_mask: 0.4277, decode.d3.loss_dice: 0.6669, decode.d4.loss_cls: 0.1644, decode.d4.loss_mask: 0.4261, decode.d4.loss_dice: 0.6637, decode.d5.loss_cls: 0.1616, decode.d5.loss_mask: 0.4264, decode.d5.loss_dice: 0.6628, decode.d6.loss_cls: 0.1582, decode.d6.loss_mask: 0.4253, decode.d6.loss_dice: 0.6601, decode.d7.loss_cls: 0.1566, decode.d7.loss_mask: 0.4250, decode.d7.loss_dice: 0.6583, decode.d8.loss_cls: 0.1565, decode.d8.loss_mask: 0.4241, decode.d8.loss_dice: 0.6550, loss: 14.3680 2022-04-28 00:18:16,201 - mmseg - INFO - Iter [157950/160000] lr: 1.841e-08, eta: 0:37:07, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1612, decode.loss_mask: 0.4127, decode.loss_dice: 0.6638, decode.d0.loss_cls: 1.8102, decode.d0.loss_mask: 0.4513, decode.d0.loss_dice: 0.7560, decode.d1.loss_cls: 0.2406, decode.d1.loss_mask: 0.4285, decode.d1.loss_dice: 0.7022, decode.d2.loss_cls: 0.1970, decode.d2.loss_mask: 0.4199, decode.d2.loss_dice: 0.6845, decode.d3.loss_cls: 0.1810, decode.d3.loss_mask: 0.4176, decode.d3.loss_dice: 0.6697, decode.d4.loss_cls: 0.1750, decode.d4.loss_mask: 0.4172, decode.d4.loss_dice: 0.6685, decode.d5.loss_cls: 0.1704, decode.d5.loss_mask: 0.4150, decode.d5.loss_dice: 0.6669, decode.d6.loss_cls: 0.1609, decode.d6.loss_mask: 0.4149, decode.d6.loss_dice: 0.6639, decode.d7.loss_cls: 0.1648, decode.d7.loss_mask: 0.4145, decode.d7.loss_dice: 0.6630, decode.d8.loss_cls: 0.1619, decode.d8.loss_mask: 0.4128, decode.d8.loss_dice: 0.6631, loss: 14.4290 2022-04-28 00:19:10,430 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-28 00:19:10,432 - mmseg - INFO - Iter [158000/160000] lr: 1.796e-08, eta: 0:36:13, time: 1.085, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1675, decode.loss_mask: 0.4265, decode.loss_dice: 0.6775, decode.d0.loss_cls: 1.8080, decode.d0.loss_mask: 0.4754, decode.d0.loss_dice: 0.7870, decode.d1.loss_cls: 0.2420, decode.d1.loss_mask: 0.4458, decode.d1.loss_dice: 0.7214, decode.d2.loss_cls: 0.2046, decode.d2.loss_mask: 0.4360, decode.d2.loss_dice: 0.7009, decode.d3.loss_cls: 0.1908, decode.d3.loss_mask: 0.4313, decode.d3.loss_dice: 0.6843, decode.d4.loss_cls: 0.1788, decode.d4.loss_mask: 0.4299, decode.d4.loss_dice: 0.6876, decode.d5.loss_cls: 0.1746, decode.d5.loss_mask: 0.4278, decode.d5.loss_dice: 0.6831, decode.d6.loss_cls: 0.1752, decode.d6.loss_mask: 0.4267, decode.d6.loss_dice: 0.6768, decode.d7.loss_cls: 0.1713, decode.d7.loss_mask: 0.4262, decode.d7.loss_dice: 0.6794, decode.d8.loss_cls: 0.1661, decode.d8.loss_mask: 0.4259, decode.d8.loss_dice: 0.6763, loss: 14.8046 2022-04-28 00:20:04,263 - mmseg - INFO - Iter [158050/160000] lr: 1.751e-08, eta: 0:35:19, time: 1.077, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1532, decode.loss_mask: 0.4124, decode.loss_dice: 0.6694, decode.d0.loss_cls: 1.7689, decode.d0.loss_mask: 0.4516, decode.d0.loss_dice: 0.7617, decode.d1.loss_cls: 0.2204, decode.d1.loss_mask: 0.4291, decode.d1.loss_dice: 0.7082, decode.d2.loss_cls: 0.1831, decode.d2.loss_mask: 0.4231, decode.d2.loss_dice: 0.6947, decode.d3.loss_cls: 0.1645, decode.d3.loss_mask: 0.4180, decode.d3.loss_dice: 0.6763, decode.d4.loss_cls: 0.1652, decode.d4.loss_mask: 0.4163, decode.d4.loss_dice: 0.6800, decode.d5.loss_cls: 0.1569, decode.d5.loss_mask: 0.4139, decode.d5.loss_dice: 0.6747, decode.d6.loss_cls: 0.1561, decode.d6.loss_mask: 0.4147, decode.d6.loss_dice: 0.6723, decode.d7.loss_cls: 0.1538, decode.d7.loss_mask: 0.4120, decode.d7.loss_dice: 0.6680, decode.d8.loss_cls: 0.1534, decode.d8.loss_mask: 0.4132, decode.d8.loss_dice: 0.6689, loss: 14.3539 2022-04-28 00:20:58,060 - mmseg - INFO - Iter [158100/160000] lr: 1.706e-08, eta: 0:34:24, time: 1.076, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1795, decode.loss_mask: 0.4239, decode.loss_dice: 0.6881, decode.d0.loss_cls: 1.8155, decode.d0.loss_mask: 0.4662, decode.d0.loss_dice: 0.7923, decode.d1.loss_cls: 0.2566, decode.d1.loss_mask: 0.4399, decode.d1.loss_dice: 0.7260, decode.d2.loss_cls: 0.2140, decode.d2.loss_mask: 0.4315, decode.d2.loss_dice: 0.7092, decode.d3.loss_cls: 0.2016, decode.d3.loss_mask: 0.4269, decode.d3.loss_dice: 0.6907, decode.d4.loss_cls: 0.1979, decode.d4.loss_mask: 0.4257, decode.d4.loss_dice: 0.6885, decode.d5.loss_cls: 0.1823, decode.d5.loss_mask: 0.4266, decode.d5.loss_dice: 0.6917, decode.d6.loss_cls: 0.1784, decode.d6.loss_mask: 0.4247, decode.d6.loss_dice: 0.6868, decode.d7.loss_cls: 0.1833, decode.d7.loss_mask: 0.4226, decode.d7.loss_dice: 0.6847, decode.d8.loss_cls: 0.1779, decode.d8.loss_mask: 0.4234, decode.d8.loss_dice: 0.6881, loss: 14.9446 2022-04-28 00:21:52,108 - mmseg - INFO - Iter [158150/160000] lr: 1.661e-08, eta: 0:33:30, time: 1.081, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1503, decode.loss_mask: 0.3997, decode.loss_dice: 0.6363, decode.d0.loss_cls: 1.7855, decode.d0.loss_mask: 0.4415, decode.d0.loss_dice: 0.7446, decode.d1.loss_cls: 0.2369, decode.d1.loss_mask: 0.4169, decode.d1.loss_dice: 0.6811, decode.d2.loss_cls: 0.2009, decode.d2.loss_mask: 0.4061, decode.d2.loss_dice: 0.6563, decode.d3.loss_cls: 0.1709, decode.d3.loss_mask: 0.4023, decode.d3.loss_dice: 0.6454, decode.d4.loss_cls: 0.1658, decode.d4.loss_mask: 0.4012, decode.d4.loss_dice: 0.6451, decode.d5.loss_cls: 0.1637, decode.d5.loss_mask: 0.4009, decode.d5.loss_dice: 0.6430, decode.d6.loss_cls: 0.1581, decode.d6.loss_mask: 0.3997, decode.d6.loss_dice: 0.6370, decode.d7.loss_cls: 0.1527, decode.d7.loss_mask: 0.3983, decode.d7.loss_dice: 0.6391, decode.d8.loss_cls: 0.1523, decode.d8.loss_mask: 0.3990, decode.d8.loss_dice: 0.6382, loss: 13.9686 2022-04-28 00:22:45,858 - mmseg - INFO - Iter [158200/160000] lr: 1.616e-08, eta: 0:32:36, time: 1.075, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1732, decode.loss_mask: 0.4146, decode.loss_dice: 0.6604, decode.d0.loss_cls: 1.8243, decode.d0.loss_mask: 0.4522, decode.d0.loss_dice: 0.7597, decode.d1.loss_cls: 0.2508, decode.d1.loss_mask: 0.4332, decode.d1.loss_dice: 0.7022, decode.d2.loss_cls: 0.2175, decode.d2.loss_mask: 0.4246, decode.d2.loss_dice: 0.6814, decode.d3.loss_cls: 0.1961, decode.d3.loss_mask: 0.4192, decode.d3.loss_dice: 0.6707, decode.d4.loss_cls: 0.1858, decode.d4.loss_mask: 0.4199, decode.d4.loss_dice: 0.6679, decode.d5.loss_cls: 0.1812, decode.d5.loss_mask: 0.4170, decode.d5.loss_dice: 0.6678, decode.d6.loss_cls: 0.1817, decode.d6.loss_mask: 0.4170, decode.d6.loss_dice: 0.6599, decode.d7.loss_cls: 0.1767, decode.d7.loss_mask: 0.4172, decode.d7.loss_dice: 0.6598, decode.d8.loss_cls: 0.1700, decode.d8.loss_mask: 0.4169, decode.d8.loss_dice: 0.6592, loss: 14.5781 2022-04-28 00:23:40,332 - mmseg - INFO - Iter [158250/160000] lr: 1.571e-08, eta: 0:31:41, time: 1.089, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1541, decode.loss_mask: 0.4198, decode.loss_dice: 0.6675, decode.d0.loss_cls: 1.7857, decode.d0.loss_mask: 0.4618, decode.d0.loss_dice: 0.7602, decode.d1.loss_cls: 0.2274, decode.d1.loss_mask: 0.4369, decode.d1.loss_dice: 0.6974, decode.d2.loss_cls: 0.1922, decode.d2.loss_mask: 0.4277, decode.d2.loss_dice: 0.6848, decode.d3.loss_cls: 0.1740, decode.d3.loss_mask: 0.4247, decode.d3.loss_dice: 0.6734, decode.d4.loss_cls: 0.1659, decode.d4.loss_mask: 0.4242, decode.d4.loss_dice: 0.6734, decode.d5.loss_cls: 0.1614, decode.d5.loss_mask: 0.4227, decode.d5.loss_dice: 0.6745, decode.d6.loss_cls: 0.1605, decode.d6.loss_mask: 0.4216, decode.d6.loss_dice: 0.6672, decode.d7.loss_cls: 0.1549, decode.d7.loss_mask: 0.4198, decode.d7.loss_dice: 0.6655, decode.d8.loss_cls: 0.1556, decode.d8.loss_mask: 0.4196, decode.d8.loss_dice: 0.6650, loss: 14.4393 2022-04-28 00:24:34,402 - mmseg - INFO - Iter [158300/160000] lr: 1.526e-08, eta: 0:30:47, time: 1.082, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1697, decode.loss_mask: 0.4248, decode.loss_dice: 0.6499, decode.d0.loss_cls: 1.7914, decode.d0.loss_mask: 0.4636, decode.d0.loss_dice: 0.7413, decode.d1.loss_cls: 0.2407, decode.d1.loss_mask: 0.4385, decode.d1.loss_dice: 0.6863, decode.d2.loss_cls: 0.2057, decode.d2.loss_mask: 0.4296, decode.d2.loss_dice: 0.6672, decode.d3.loss_cls: 0.1946, decode.d3.loss_mask: 0.4268, decode.d3.loss_dice: 0.6535, decode.d4.loss_cls: 0.1883, decode.d4.loss_mask: 0.4261, decode.d4.loss_dice: 0.6545, decode.d5.loss_cls: 0.1781, decode.d5.loss_mask: 0.4258, decode.d5.loss_dice: 0.6544, decode.d6.loss_cls: 0.1745, decode.d6.loss_mask: 0.4256, decode.d6.loss_dice: 0.6495, decode.d7.loss_cls: 0.1728, decode.d7.loss_mask: 0.4244, decode.d7.loss_dice: 0.6470, decode.d8.loss_cls: 0.1676, decode.d8.loss_mask: 0.4247, decode.d8.loss_dice: 0.6507, loss: 14.4476 2022-04-28 00:25:28,927 - mmseg - INFO - Iter [158350/160000] lr: 1.482e-08, eta: 0:29:53, time: 1.090, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1801, decode.loss_mask: 0.4015, decode.loss_dice: 0.6652, decode.d0.loss_cls: 1.8843, decode.d0.loss_mask: 0.4498, decode.d0.loss_dice: 0.7757, decode.d1.loss_cls: 0.2672, decode.d1.loss_mask: 0.4222, decode.d1.loss_dice: 0.7077, decode.d2.loss_cls: 0.2236, decode.d2.loss_mask: 0.4129, decode.d2.loss_dice: 0.6882, decode.d3.loss_cls: 0.2064, decode.d3.loss_mask: 0.4079, decode.d3.loss_dice: 0.6756, decode.d4.loss_cls: 0.1953, decode.d4.loss_mask: 0.4061, decode.d4.loss_dice: 0.6718, decode.d5.loss_cls: 0.1923, decode.d5.loss_mask: 0.4046, decode.d5.loss_dice: 0.6694, decode.d6.loss_cls: 0.1860, decode.d6.loss_mask: 0.4021, decode.d6.loss_dice: 0.6641, decode.d7.loss_cls: 0.1843, decode.d7.loss_mask: 0.4020, decode.d7.loss_dice: 0.6642, decode.d8.loss_cls: 0.1840, decode.d8.loss_mask: 0.4013, decode.d8.loss_dice: 0.6659, loss: 14.6619 2022-04-28 00:26:23,681 - mmseg - INFO - Iter [158400/160000] lr: 1.437e-08, eta: 0:28:58, time: 1.095, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1758, decode.loss_mask: 0.4335, decode.loss_dice: 0.6821, decode.d0.loss_cls: 1.7503, decode.d0.loss_mask: 0.4777, decode.d0.loss_dice: 0.7805, decode.d1.loss_cls: 0.2498, decode.d1.loss_mask: 0.4487, decode.d1.loss_dice: 0.7211, decode.d2.loss_cls: 0.2018, decode.d2.loss_mask: 0.4430, decode.d2.loss_dice: 0.7066, decode.d3.loss_cls: 0.1867, decode.d3.loss_mask: 0.4383, decode.d3.loss_dice: 0.6907, decode.d4.loss_cls: 0.1863, decode.d4.loss_mask: 0.4356, decode.d4.loss_dice: 0.6908, decode.d5.loss_cls: 0.1703, decode.d5.loss_mask: 0.4351, decode.d5.loss_dice: 0.6846, decode.d6.loss_cls: 0.1725, decode.d6.loss_mask: 0.4341, decode.d6.loss_dice: 0.6860, decode.d7.loss_cls: 0.1655, decode.d7.loss_mask: 0.4343, decode.d7.loss_dice: 0.6813, decode.d8.loss_cls: 0.1673, decode.d8.loss_mask: 0.4338, decode.d8.loss_dice: 0.6802, loss: 14.8444 2022-04-28 00:27:18,209 - mmseg - INFO - Iter [158450/160000] lr: 1.392e-08, eta: 0:28:04, time: 1.091, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1477, decode.loss_mask: 0.4084, decode.loss_dice: 0.6526, decode.d0.loss_cls: 1.7716, decode.d0.loss_mask: 0.4490, decode.d0.loss_dice: 0.7436, decode.d1.loss_cls: 0.2305, decode.d1.loss_mask: 0.4225, decode.d1.loss_dice: 0.6890, decode.d2.loss_cls: 0.1857, decode.d2.loss_mask: 0.4159, decode.d2.loss_dice: 0.6747, decode.d3.loss_cls: 0.1700, decode.d3.loss_mask: 0.4123, decode.d3.loss_dice: 0.6611, decode.d4.loss_cls: 0.1601, decode.d4.loss_mask: 0.4117, decode.d4.loss_dice: 0.6606, decode.d5.loss_cls: 0.1561, decode.d5.loss_mask: 0.4103, decode.d5.loss_dice: 0.6580, decode.d6.loss_cls: 0.1530, decode.d6.loss_mask: 0.4107, decode.d6.loss_dice: 0.6572, decode.d7.loss_cls: 0.1458, decode.d7.loss_mask: 0.4114, decode.d7.loss_dice: 0.6569, decode.d8.loss_cls: 0.1513, decode.d8.loss_mask: 0.4108, decode.d8.loss_dice: 0.6532, loss: 14.1415 2022-04-28 00:28:12,051 - mmseg - INFO - Iter [158500/160000] lr: 1.347e-08, eta: 0:27:10, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1471, decode.loss_mask: 0.4137, decode.loss_dice: 0.6459, decode.d0.loss_cls: 1.7459, decode.d0.loss_mask: 0.4493, decode.d0.loss_dice: 0.7417, decode.d1.loss_cls: 0.2362, decode.d1.loss_mask: 0.4267, decode.d1.loss_dice: 0.6847, decode.d2.loss_cls: 0.1934, decode.d2.loss_mask: 0.4200, decode.d2.loss_dice: 0.6705, decode.d3.loss_cls: 0.1680, decode.d3.loss_mask: 0.4174, decode.d3.loss_dice: 0.6538, decode.d4.loss_cls: 0.1632, decode.d4.loss_mask: 0.4151, decode.d4.loss_dice: 0.6559, decode.d5.loss_cls: 0.1514, decode.d5.loss_mask: 0.4172, decode.d5.loss_dice: 0.6569, decode.d6.loss_cls: 0.1512, decode.d6.loss_mask: 0.4163, decode.d6.loss_dice: 0.6551, decode.d7.loss_cls: 0.1486, decode.d7.loss_mask: 0.4147, decode.d7.loss_dice: 0.6482, decode.d8.loss_cls: 0.1480, decode.d8.loss_mask: 0.4151, decode.d8.loss_dice: 0.6490, loss: 14.1200 2022-04-28 00:29:06,685 - mmseg - INFO - Iter [158550/160000] lr: 1.302e-08, eta: 0:26:15, time: 1.093, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1445, decode.loss_mask: 0.4156, decode.loss_dice: 0.6495, decode.d0.loss_cls: 1.8043, decode.d0.loss_mask: 0.4567, decode.d0.loss_dice: 0.7484, decode.d1.loss_cls: 0.2241, decode.d1.loss_mask: 0.4318, decode.d1.loss_dice: 0.6920, decode.d2.loss_cls: 0.1880, decode.d2.loss_mask: 0.4247, decode.d2.loss_dice: 0.6763, decode.d3.loss_cls: 0.1660, decode.d3.loss_mask: 0.4200, decode.d3.loss_dice: 0.6628, decode.d4.loss_cls: 0.1561, decode.d4.loss_mask: 0.4191, decode.d4.loss_dice: 0.6608, decode.d5.loss_cls: 0.1524, decode.d5.loss_mask: 0.4183, decode.d5.loss_dice: 0.6581, decode.d6.loss_cls: 0.1522, decode.d6.loss_mask: 0.4174, decode.d6.loss_dice: 0.6525, decode.d7.loss_cls: 0.1437, decode.d7.loss_mask: 0.4171, decode.d7.loss_dice: 0.6563, decode.d8.loss_cls: 0.1461, decode.d8.loss_mask: 0.4161, decode.d8.loss_dice: 0.6550, loss: 14.2258 2022-04-28 00:30:00,884 - mmseg - INFO - Iter [158600/160000] lr: 1.257e-08, eta: 0:25:21, time: 1.084, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1577, decode.loss_mask: 0.4315, decode.loss_dice: 0.6739, decode.d0.loss_cls: 1.7921, decode.d0.loss_mask: 0.4740, decode.d0.loss_dice: 0.7787, decode.d1.loss_cls: 0.2424, decode.d1.loss_mask: 0.4441, decode.d1.loss_dice: 0.7110, decode.d2.loss_cls: 0.1998, decode.d2.loss_mask: 0.4405, decode.d2.loss_dice: 0.6958, decode.d3.loss_cls: 0.1821, decode.d3.loss_mask: 0.4362, decode.d3.loss_dice: 0.6835, decode.d4.loss_cls: 0.1749, decode.d4.loss_mask: 0.4350, decode.d4.loss_dice: 0.6803, decode.d5.loss_cls: 0.1629, decode.d5.loss_mask: 0.4332, decode.d5.loss_dice: 0.6796, decode.d6.loss_cls: 0.1641, decode.d6.loss_mask: 0.4328, decode.d6.loss_dice: 0.6763, decode.d7.loss_cls: 0.1583, decode.d7.loss_mask: 0.4320, decode.d7.loss_dice: 0.6773, decode.d8.loss_cls: 0.1564, decode.d8.loss_mask: 0.4311, decode.d8.loss_dice: 0.6753, loss: 14.7128 2022-04-28 00:30:55,252 - mmseg - INFO - Iter [158650/160000] lr: 1.212e-08, eta: 0:24:27, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1447, decode.loss_mask: 0.3990, decode.loss_dice: 0.6256, decode.d0.loss_cls: 1.8407, decode.d0.loss_mask: 0.4357, decode.d0.loss_dice: 0.7254, decode.d1.loss_cls: 0.2228, decode.d1.loss_mask: 0.4157, decode.d1.loss_dice: 0.6671, decode.d2.loss_cls: 0.1897, decode.d2.loss_mask: 0.4066, decode.d2.loss_dice: 0.6485, decode.d3.loss_cls: 0.1665, decode.d3.loss_mask: 0.4034, decode.d3.loss_dice: 0.6350, decode.d4.loss_cls: 0.1587, decode.d4.loss_mask: 0.4025, decode.d4.loss_dice: 0.6346, decode.d5.loss_cls: 0.1516, decode.d5.loss_mask: 0.4025, decode.d5.loss_dice: 0.6365, decode.d6.loss_cls: 0.1493, decode.d6.loss_mask: 0.4021, decode.d6.loss_dice: 0.6312, decode.d7.loss_cls: 0.1504, decode.d7.loss_mask: 0.4010, decode.d7.loss_dice: 0.6326, decode.d8.loss_cls: 0.1440, decode.d8.loss_mask: 0.4002, decode.d8.loss_dice: 0.6288, loss: 13.8524 2022-04-28 00:31:49,120 - mmseg - INFO - Iter [158700/160000] lr: 1.167e-08, eta: 0:23:32, time: 1.077, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1574, decode.loss_mask: 0.4071, decode.loss_dice: 0.6507, decode.d0.loss_cls: 1.8114, decode.d0.loss_mask: 0.4463, decode.d0.loss_dice: 0.7595, decode.d1.loss_cls: 0.2417, decode.d1.loss_mask: 0.4224, decode.d1.loss_dice: 0.6967, decode.d2.loss_cls: 0.2016, decode.d2.loss_mask: 0.4162, decode.d2.loss_dice: 0.6772, decode.d3.loss_cls: 0.1753, decode.d3.loss_mask: 0.4117, decode.d3.loss_dice: 0.6630, decode.d4.loss_cls: 0.1713, decode.d4.loss_mask: 0.4111, decode.d4.loss_dice: 0.6604, decode.d5.loss_cls: 0.1674, decode.d5.loss_mask: 0.4102, decode.d5.loss_dice: 0.6561, decode.d6.loss_cls: 0.1609, decode.d6.loss_mask: 0.4092, decode.d6.loss_dice: 0.6567, decode.d7.loss_cls: 0.1584, decode.d7.loss_mask: 0.4074, decode.d7.loss_dice: 0.6548, decode.d8.loss_cls: 0.1570, decode.d8.loss_mask: 0.4072, decode.d8.loss_dice: 0.6520, loss: 14.2785 2022-04-28 00:32:43,085 - mmseg - INFO - Iter [158750/160000] lr: 1.123e-08, eta: 0:22:38, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1778, decode.loss_mask: 0.4308, decode.loss_dice: 0.6627, decode.d0.loss_cls: 1.8018, decode.d0.loss_mask: 0.4743, decode.d0.loss_dice: 0.7642, decode.d1.loss_cls: 0.2566, decode.d1.loss_mask: 0.4497, decode.d1.loss_dice: 0.7051, decode.d2.loss_cls: 0.2098, decode.d2.loss_mask: 0.4408, decode.d2.loss_dice: 0.6901, decode.d3.loss_cls: 0.1924, decode.d3.loss_mask: 0.4372, decode.d3.loss_dice: 0.6767, decode.d4.loss_cls: 0.1867, decode.d4.loss_mask: 0.4353, decode.d4.loss_dice: 0.6715, decode.d5.loss_cls: 0.1841, decode.d5.loss_mask: 0.4336, decode.d5.loss_dice: 0.6719, decode.d6.loss_cls: 0.1757, decode.d6.loss_mask: 0.4334, decode.d6.loss_dice: 0.6670, decode.d7.loss_cls: 0.1767, decode.d7.loss_mask: 0.4326, decode.d7.loss_dice: 0.6668, decode.d8.loss_cls: 0.1716, decode.d8.loss_mask: 0.4324, decode.d8.loss_dice: 0.6681, loss: 14.7774 2022-04-28 00:33:37,444 - mmseg - INFO - Iter [158800/160000] lr: 1.078e-08, eta: 0:21:44, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1700, decode.loss_mask: 0.4159, decode.loss_dice: 0.6624, decode.d0.loss_cls: 1.8764, decode.d0.loss_mask: 0.4584, decode.d0.loss_dice: 0.7667, decode.d1.loss_cls: 0.2458, decode.d1.loss_mask: 0.4324, decode.d1.loss_dice: 0.7015, decode.d2.loss_cls: 0.2043, decode.d2.loss_mask: 0.4242, decode.d2.loss_dice: 0.6838, decode.d3.loss_cls: 0.1863, decode.d3.loss_mask: 0.4197, decode.d3.loss_dice: 0.6709, decode.d4.loss_cls: 0.1766, decode.d4.loss_mask: 0.4184, decode.d4.loss_dice: 0.6700, decode.d5.loss_cls: 0.1731, decode.d5.loss_mask: 0.4173, decode.d5.loss_dice: 0.6672, decode.d6.loss_cls: 0.1709, decode.d6.loss_mask: 0.4174, decode.d6.loss_dice: 0.6658, decode.d7.loss_cls: 0.1656, decode.d7.loss_mask: 0.4175, decode.d7.loss_dice: 0.6638, decode.d8.loss_cls: 0.1641, decode.d8.loss_mask: 0.4162, decode.d8.loss_dice: 0.6618, loss: 14.5843 2022-04-28 00:34:32,034 - mmseg - INFO - Iter [158850/160000] lr: 1.033e-08, eta: 0:20:49, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1559, decode.loss_mask: 0.4278, decode.loss_dice: 0.6665, decode.d0.loss_cls: 1.7963, decode.d0.loss_mask: 0.4718, decode.d0.loss_dice: 0.7643, decode.d1.loss_cls: 0.2443, decode.d1.loss_mask: 0.4455, decode.d1.loss_dice: 0.7055, decode.d2.loss_cls: 0.2008, decode.d2.loss_mask: 0.4384, decode.d2.loss_dice: 0.6844, decode.d3.loss_cls: 0.1747, decode.d3.loss_mask: 0.4344, decode.d3.loss_dice: 0.6767, decode.d4.loss_cls: 0.1722, decode.d4.loss_mask: 0.4338, decode.d4.loss_dice: 0.6727, decode.d5.loss_cls: 0.1641, decode.d5.loss_mask: 0.4316, decode.d5.loss_dice: 0.6737, decode.d6.loss_cls: 0.1617, decode.d6.loss_mask: 0.4295, decode.d6.loss_dice: 0.6666, decode.d7.loss_cls: 0.1572, decode.d7.loss_mask: 0.4296, decode.d7.loss_dice: 0.6686, decode.d8.loss_cls: 0.1615, decode.d8.loss_mask: 0.4288, decode.d8.loss_dice: 0.6680, loss: 14.6071 2022-04-28 00:35:25,697 - mmseg - INFO - Iter [158900/160000] lr: 9.880e-09, eta: 0:19:55, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1723, decode.loss_mask: 0.4234, decode.loss_dice: 0.6668, decode.d0.loss_cls: 1.8413, decode.d0.loss_mask: 0.4696, decode.d0.loss_dice: 0.7727, decode.d1.loss_cls: 0.2454, decode.d1.loss_mask: 0.4386, decode.d1.loss_dice: 0.7079, decode.d2.loss_cls: 0.2107, decode.d2.loss_mask: 0.4323, decode.d2.loss_dice: 0.6881, decode.d3.loss_cls: 0.1937, decode.d3.loss_mask: 0.4268, decode.d3.loss_dice: 0.6740, decode.d4.loss_cls: 0.1850, decode.d4.loss_mask: 0.4253, decode.d4.loss_dice: 0.6713, decode.d5.loss_cls: 0.1817, decode.d5.loss_mask: 0.4235, decode.d5.loss_dice: 0.6709, decode.d6.loss_cls: 0.1758, decode.d6.loss_mask: 0.4233, decode.d6.loss_dice: 0.6662, decode.d7.loss_cls: 0.1789, decode.d7.loss_mask: 0.4239, decode.d7.loss_dice: 0.6654, decode.d8.loss_cls: 0.1721, decode.d8.loss_mask: 0.4237, decode.d8.loss_dice: 0.6668, loss: 14.7176 2022-04-28 00:36:20,204 - mmseg - INFO - Iter [158950/160000] lr: 9.431e-09, eta: 0:19:01, time: 1.090, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1559, decode.loss_mask: 0.4341, decode.loss_dice: 0.6687, decode.d0.loss_cls: 1.8476, decode.d0.loss_mask: 0.4817, decode.d0.loss_dice: 0.7762, decode.d1.loss_cls: 0.2353, decode.d1.loss_mask: 0.4487, decode.d1.loss_dice: 0.7100, decode.d2.loss_cls: 0.1954, decode.d2.loss_mask: 0.4429, decode.d2.loss_dice: 0.6938, decode.d3.loss_cls: 0.1746, decode.d3.loss_mask: 0.4422, decode.d3.loss_dice: 0.6819, decode.d4.loss_cls: 0.1619, decode.d4.loss_mask: 0.4405, decode.d4.loss_dice: 0.6787, decode.d5.loss_cls: 0.1592, decode.d5.loss_mask: 0.4378, decode.d5.loss_dice: 0.6792, decode.d6.loss_cls: 0.1573, decode.d6.loss_mask: 0.4383, decode.d6.loss_dice: 0.6742, decode.d7.loss_cls: 0.1570, decode.d7.loss_mask: 0.4363, decode.d7.loss_dice: 0.6770, decode.d8.loss_cls: 0.1573, decode.d8.loss_mask: 0.4366, decode.d8.loss_dice: 0.6743, loss: 14.7543 2022-04-28 00:37:14,926 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-28 00:37:14,927 - mmseg - INFO - Iter [159000/160000] lr: 8.983e-09, eta: 0:18:06, time: 1.094, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1783, decode.loss_mask: 0.4095, decode.loss_dice: 0.6758, decode.d0.loss_cls: 1.8588, decode.d0.loss_mask: 0.4558, decode.d0.loss_dice: 0.7792, decode.d1.loss_cls: 0.2664, decode.d1.loss_mask: 0.4283, decode.d1.loss_dice: 0.7194, decode.d2.loss_cls: 0.2168, decode.d2.loss_mask: 0.4200, decode.d2.loss_dice: 0.6975, decode.d3.loss_cls: 0.1951, decode.d3.loss_mask: 0.4176, decode.d3.loss_dice: 0.6868, decode.d4.loss_cls: 0.1936, decode.d4.loss_mask: 0.4146, decode.d4.loss_dice: 0.6817, decode.d5.loss_cls: 0.1855, decode.d5.loss_mask: 0.4143, decode.d5.loss_dice: 0.6809, decode.d6.loss_cls: 0.1822, decode.d6.loss_mask: 0.4122, decode.d6.loss_dice: 0.6794, decode.d7.loss_cls: 0.1784, decode.d7.loss_mask: 0.4108, decode.d7.loss_dice: 0.6786, decode.d8.loss_cls: 0.1723, decode.d8.loss_mask: 0.4103, decode.d8.loss_dice: 0.6774, loss: 14.7774 2022-04-28 00:38:08,811 - mmseg - INFO - Iter [159050/160000] lr: 8.534e-09, eta: 0:17:12, time: 1.078, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1495, decode.loss_mask: 0.4264, decode.loss_dice: 0.6486, decode.d0.loss_cls: 1.7677, decode.d0.loss_mask: 0.4697, decode.d0.loss_dice: 0.7388, decode.d1.loss_cls: 0.2112, decode.d1.loss_mask: 0.4434, decode.d1.loss_dice: 0.6857, decode.d2.loss_cls: 0.1785, decode.d2.loss_mask: 0.4365, decode.d2.loss_dice: 0.6687, decode.d3.loss_cls: 0.1620, decode.d3.loss_mask: 0.4320, decode.d3.loss_dice: 0.6598, decode.d4.loss_cls: 0.1567, decode.d4.loss_mask: 0.4303, decode.d4.loss_dice: 0.6558, decode.d5.loss_cls: 0.1518, decode.d5.loss_mask: 0.4295, decode.d5.loss_dice: 0.6562, decode.d6.loss_cls: 0.1501, decode.d6.loss_mask: 0.4272, decode.d6.loss_dice: 0.6538, decode.d7.loss_cls: 0.1530, decode.d7.loss_mask: 0.4270, decode.d7.loss_dice: 0.6510, decode.d8.loss_cls: 0.1497, decode.d8.loss_mask: 0.4277, decode.d8.loss_dice: 0.6487, loss: 14.2471 2022-04-28 00:39:03,623 - mmseg - INFO - Iter [159100/160000] lr: 8.085e-09, eta: 0:16:18, time: 1.096, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1679, decode.loss_mask: 0.4216, decode.loss_dice: 0.6656, decode.d0.loss_cls: 1.8404, decode.d0.loss_mask: 0.4611, decode.d0.loss_dice: 0.7748, decode.d1.loss_cls: 0.2594, decode.d1.loss_mask: 0.4356, decode.d1.loss_dice: 0.7084, decode.d2.loss_cls: 0.2100, decode.d2.loss_mask: 0.4293, decode.d2.loss_dice: 0.6886, decode.d3.loss_cls: 0.1901, decode.d3.loss_mask: 0.4255, decode.d3.loss_dice: 0.6773, decode.d4.loss_cls: 0.1824, decode.d4.loss_mask: 0.4237, decode.d4.loss_dice: 0.6754, decode.d5.loss_cls: 0.1752, decode.d5.loss_mask: 0.4229, decode.d5.loss_dice: 0.6723, decode.d6.loss_cls: 0.1708, decode.d6.loss_mask: 0.4228, decode.d6.loss_dice: 0.6689, decode.d7.loss_cls: 0.1676, decode.d7.loss_mask: 0.4229, decode.d7.loss_dice: 0.6675, decode.d8.loss_cls: 0.1642, decode.d8.loss_mask: 0.4228, decode.d8.loss_dice: 0.6662, loss: 14.6812 2022-04-28 00:40:01,440 - mmseg - INFO - Iter [159150/160000] lr: 7.637e-09, eta: 0:15:23, time: 1.156, data_time: 0.066, memory: 64049, decode.loss_cls: 0.1808, decode.loss_mask: 0.4273, decode.loss_dice: 0.6746, decode.d0.loss_cls: 1.8212, decode.d0.loss_mask: 0.4740, decode.d0.loss_dice: 0.7831, decode.d1.loss_cls: 0.2732, decode.d1.loss_mask: 0.4467, decode.d1.loss_dice: 0.7180, decode.d2.loss_cls: 0.2376, decode.d2.loss_mask: 0.4366, decode.d2.loss_dice: 0.6965, decode.d3.loss_cls: 0.2117, decode.d3.loss_mask: 0.4301, decode.d3.loss_dice: 0.6811, decode.d4.loss_cls: 0.2031, decode.d4.loss_mask: 0.4295, decode.d4.loss_dice: 0.6758, decode.d5.loss_cls: 0.1922, decode.d5.loss_mask: 0.4291, decode.d5.loss_dice: 0.6810, decode.d6.loss_cls: 0.1889, decode.d6.loss_mask: 0.4291, decode.d6.loss_dice: 0.6757, decode.d7.loss_cls: 0.1860, decode.d7.loss_mask: 0.4287, decode.d7.loss_dice: 0.6778, decode.d8.loss_cls: 0.1782, decode.d8.loss_mask: 0.4281, decode.d8.loss_dice: 0.6778, loss: 14.9735 2022-04-28 00:40:55,584 - mmseg - INFO - Iter [159200/160000] lr: 7.188e-09, eta: 0:14:29, time: 1.083, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1640, decode.loss_mask: 0.4187, decode.loss_dice: 0.6526, decode.d0.loss_cls: 1.8052, decode.d0.loss_mask: 0.4632, decode.d0.loss_dice: 0.7534, decode.d1.loss_cls: 0.2398, decode.d1.loss_mask: 0.4364, decode.d1.loss_dice: 0.6958, decode.d2.loss_cls: 0.2043, decode.d2.loss_mask: 0.4285, decode.d2.loss_dice: 0.6713, decode.d3.loss_cls: 0.1896, decode.d3.loss_mask: 0.4239, decode.d3.loss_dice: 0.6618, decode.d4.loss_cls: 0.1774, decode.d4.loss_mask: 0.4222, decode.d4.loss_dice: 0.6606, decode.d5.loss_cls: 0.1723, decode.d5.loss_mask: 0.4205, decode.d5.loss_dice: 0.6603, decode.d6.loss_cls: 0.1724, decode.d6.loss_mask: 0.4210, decode.d6.loss_dice: 0.6555, decode.d7.loss_cls: 0.1680, decode.d7.loss_mask: 0.4211, decode.d7.loss_dice: 0.6589, decode.d8.loss_cls: 0.1697, decode.d8.loss_mask: 0.4194, decode.d8.loss_dice: 0.6585, loss: 14.4665 2022-04-28 00:41:50,061 - mmseg - INFO - Iter [159250/160000] lr: 6.739e-09, eta: 0:13:35, time: 1.090, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1699, decode.loss_mask: 0.4270, decode.loss_dice: 0.6656, decode.d0.loss_cls: 1.7696, decode.d0.loss_mask: 0.4614, decode.d0.loss_dice: 0.7549, decode.d1.loss_cls: 0.2440, decode.d1.loss_mask: 0.4449, decode.d1.loss_dice: 0.7033, decode.d2.loss_cls: 0.2097, decode.d2.loss_mask: 0.4358, decode.d2.loss_dice: 0.6789, decode.d3.loss_cls: 0.1872, decode.d3.loss_mask: 0.4312, decode.d3.loss_dice: 0.6694, decode.d4.loss_cls: 0.1735, decode.d4.loss_mask: 0.4310, decode.d4.loss_dice: 0.6717, decode.d5.loss_cls: 0.1779, decode.d5.loss_mask: 0.4288, decode.d5.loss_dice: 0.6658, decode.d6.loss_cls: 0.1679, decode.d6.loss_mask: 0.4287, decode.d6.loss_dice: 0.6659, decode.d7.loss_cls: 0.1653, decode.d7.loss_mask: 0.4282, decode.d7.loss_dice: 0.6676, decode.d8.loss_cls: 0.1721, decode.d8.loss_mask: 0.4273, decode.d8.loss_dice: 0.6682, loss: 14.5928 2022-04-28 00:42:44,194 - mmseg - INFO - Iter [159300/160000] lr: 6.291e-09, eta: 0:12:40, time: 1.083, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1713, decode.loss_mask: 0.4014, decode.loss_dice: 0.6539, decode.d0.loss_cls: 1.8631, decode.d0.loss_mask: 0.4440, decode.d0.loss_dice: 0.7624, decode.d1.loss_cls: 0.2565, decode.d1.loss_mask: 0.4201, decode.d1.loss_dice: 0.7005, decode.d2.loss_cls: 0.2186, decode.d2.loss_mask: 0.4128, decode.d2.loss_dice: 0.6825, decode.d3.loss_cls: 0.1916, decode.d3.loss_mask: 0.4082, decode.d3.loss_dice: 0.6650, decode.d4.loss_cls: 0.1783, decode.d4.loss_mask: 0.4061, decode.d4.loss_dice: 0.6638, decode.d5.loss_cls: 0.1724, decode.d5.loss_mask: 0.4050, decode.d5.loss_dice: 0.6610, decode.d6.loss_cls: 0.1674, decode.d6.loss_mask: 0.4034, decode.d6.loss_dice: 0.6589, decode.d7.loss_cls: 0.1686, decode.d7.loss_mask: 0.4030, decode.d7.loss_dice: 0.6576, decode.d8.loss_cls: 0.1697, decode.d8.loss_mask: 0.4019, decode.d8.loss_dice: 0.6545, loss: 14.4234 2022-04-28 00:43:37,828 - mmseg - INFO - Iter [159350/160000] lr: 5.842e-09, eta: 0:11:46, time: 1.073, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1717, decode.loss_mask: 0.4094, decode.loss_dice: 0.6478, decode.d0.loss_cls: 1.8241, decode.d0.loss_mask: 0.4493, decode.d0.loss_dice: 0.7497, decode.d1.loss_cls: 0.2632, decode.d1.loss_mask: 0.4241, decode.d1.loss_dice: 0.6899, decode.d2.loss_cls: 0.2122, decode.d2.loss_mask: 0.4166, decode.d2.loss_dice: 0.6695, decode.d3.loss_cls: 0.1913, decode.d3.loss_mask: 0.4122, decode.d3.loss_dice: 0.6523, decode.d4.loss_cls: 0.1861, decode.d4.loss_mask: 0.4108, decode.d4.loss_dice: 0.6513, decode.d5.loss_cls: 0.1739, decode.d5.loss_mask: 0.4089, decode.d5.loss_dice: 0.6507, decode.d6.loss_cls: 0.1740, decode.d6.loss_mask: 0.4092, decode.d6.loss_dice: 0.6488, decode.d7.loss_cls: 0.1741, decode.d7.loss_mask: 0.4084, decode.d7.loss_dice: 0.6516, decode.d8.loss_cls: 0.1752, decode.d8.loss_mask: 0.4090, decode.d8.loss_dice: 0.6454, loss: 14.3607 2022-04-28 00:44:32,450 - mmseg - INFO - Iter [159400/160000] lr: 5.393e-09, eta: 0:10:52, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1536, decode.loss_mask: 0.4227, decode.loss_dice: 0.6408, decode.d0.loss_cls: 1.7729, decode.d0.loss_mask: 0.4695, decode.d0.loss_dice: 0.7396, decode.d1.loss_cls: 0.2365, decode.d1.loss_mask: 0.4384, decode.d1.loss_dice: 0.6842, decode.d2.loss_cls: 0.1951, decode.d2.loss_mask: 0.4296, decode.d2.loss_dice: 0.6614, decode.d3.loss_cls: 0.1720, decode.d3.loss_mask: 0.4248, decode.d3.loss_dice: 0.6514, decode.d4.loss_cls: 0.1677, decode.d4.loss_mask: 0.4251, decode.d4.loss_dice: 0.6492, decode.d5.loss_cls: 0.1661, decode.d5.loss_mask: 0.4239, decode.d5.loss_dice: 0.6486, decode.d6.loss_cls: 0.1532, decode.d6.loss_mask: 0.4241, decode.d6.loss_dice: 0.6445, decode.d7.loss_cls: 0.1541, decode.d7.loss_mask: 0.4224, decode.d7.loss_dice: 0.6430, decode.d8.loss_cls: 0.1575, decode.d8.loss_mask: 0.4222, decode.d8.loss_dice: 0.6428, loss: 14.2365 2022-04-28 00:45:27,646 - mmseg - INFO - Iter [159450/160000] lr: 4.945e-09, eta: 0:09:57, time: 1.104, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1473, decode.loss_mask: 0.4027, decode.loss_dice: 0.6424, decode.d0.loss_cls: 1.7805, decode.d0.loss_mask: 0.4475, decode.d0.loss_dice: 0.7413, decode.d1.loss_cls: 0.2363, decode.d1.loss_mask: 0.4208, decode.d1.loss_dice: 0.6791, decode.d2.loss_cls: 0.1873, decode.d2.loss_mask: 0.4110, decode.d2.loss_dice: 0.6634, decode.d3.loss_cls: 0.1641, decode.d3.loss_mask: 0.4073, decode.d3.loss_dice: 0.6493, decode.d4.loss_cls: 0.1622, decode.d4.loss_mask: 0.4062, decode.d4.loss_dice: 0.6480, decode.d5.loss_cls: 0.1539, decode.d5.loss_mask: 0.4050, decode.d5.loss_dice: 0.6484, decode.d6.loss_cls: 0.1450, decode.d6.loss_mask: 0.4037, decode.d6.loss_dice: 0.6408, decode.d7.loss_cls: 0.1466, decode.d7.loss_mask: 0.4032, decode.d7.loss_dice: 0.6454, decode.d8.loss_cls: 0.1429, decode.d8.loss_mask: 0.4035, decode.d8.loss_dice: 0.6455, loss: 13.9806 2022-04-28 00:46:21,614 - mmseg - INFO - Iter [159500/160000] lr: 4.496e-09, eta: 0:09:03, time: 1.079, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1629, decode.loss_mask: 0.4320, decode.loss_dice: 0.6672, decode.d0.loss_cls: 1.7907, decode.d0.loss_mask: 0.4814, decode.d0.loss_dice: 0.7764, decode.d1.loss_cls: 0.2405, decode.d1.loss_mask: 0.4500, decode.d1.loss_dice: 0.7104, decode.d2.loss_cls: 0.2007, decode.d2.loss_mask: 0.4423, decode.d2.loss_dice: 0.6888, decode.d3.loss_cls: 0.1924, decode.d3.loss_mask: 0.4363, decode.d3.loss_dice: 0.6742, decode.d4.loss_cls: 0.1787, decode.d4.loss_mask: 0.4356, decode.d4.loss_dice: 0.6745, decode.d5.loss_cls: 0.1696, decode.d5.loss_mask: 0.4335, decode.d5.loss_dice: 0.6746, decode.d6.loss_cls: 0.1733, decode.d6.loss_mask: 0.4314, decode.d6.loss_dice: 0.6661, decode.d7.loss_cls: 0.1685, decode.d7.loss_mask: 0.4317, decode.d7.loss_dice: 0.6651, decode.d8.loss_cls: 0.1692, decode.d8.loss_mask: 0.4319, decode.d8.loss_dice: 0.6663, loss: 14.7160 2022-04-28 00:47:15,986 - mmseg - INFO - Iter [159550/160000] lr: 4.047e-09, eta: 0:08:09, time: 1.087, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1778, decode.loss_mask: 0.4160, decode.loss_dice: 0.6713, decode.d0.loss_cls: 1.8845, decode.d0.loss_mask: 0.4561, decode.d0.loss_dice: 0.7754, decode.d1.loss_cls: 0.2510, decode.d1.loss_mask: 0.4301, decode.d1.loss_dice: 0.7112, decode.d2.loss_cls: 0.2115, decode.d2.loss_mask: 0.4239, decode.d2.loss_dice: 0.6945, decode.d3.loss_cls: 0.1937, decode.d3.loss_mask: 0.4217, decode.d3.loss_dice: 0.6818, decode.d4.loss_cls: 0.1880, decode.d4.loss_mask: 0.4187, decode.d4.loss_dice: 0.6788, decode.d5.loss_cls: 0.1805, decode.d5.loss_mask: 0.4174, decode.d5.loss_dice: 0.6803, decode.d6.loss_cls: 0.1816, decode.d6.loss_mask: 0.4174, decode.d6.loss_dice: 0.6763, decode.d7.loss_cls: 0.1782, decode.d7.loss_mask: 0.4161, decode.d7.loss_dice: 0.6722, decode.d8.loss_cls: 0.1767, decode.d8.loss_mask: 0.4160, decode.d8.loss_dice: 0.6710, loss: 14.7695 2022-04-28 00:48:10,343 - mmseg - INFO - Iter [159600/160000] lr: 3.598e-09, eta: 0:07:14, time: 1.087, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1820, decode.loss_mask: 0.4350, decode.loss_dice: 0.6670, decode.d0.loss_cls: 1.8420, decode.d0.loss_mask: 0.4793, decode.d0.loss_dice: 0.7656, decode.d1.loss_cls: 0.2577, decode.d1.loss_mask: 0.4524, decode.d1.loss_dice: 0.7064, decode.d2.loss_cls: 0.2174, decode.d2.loss_mask: 0.4465, decode.d2.loss_dice: 0.6897, decode.d3.loss_cls: 0.2067, decode.d3.loss_mask: 0.4416, decode.d3.loss_dice: 0.6757, decode.d4.loss_cls: 0.1967, decode.d4.loss_mask: 0.4391, decode.d4.loss_dice: 0.6729, decode.d5.loss_cls: 0.1912, decode.d5.loss_mask: 0.4379, decode.d5.loss_dice: 0.6746, decode.d6.loss_cls: 0.1884, decode.d6.loss_mask: 0.4355, decode.d6.loss_dice: 0.6672, decode.d7.loss_cls: 0.1850, decode.d7.loss_mask: 0.4344, decode.d7.loss_dice: 0.6676, decode.d8.loss_cls: 0.1833, decode.d8.loss_mask: 0.4341, decode.d8.loss_dice: 0.6640, loss: 14.9365 2022-04-28 00:49:03,570 - mmseg - INFO - Iter [159650/160000] lr: 3.150e-09, eta: 0:06:20, time: 1.065, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1502, decode.loss_mask: 0.4168, decode.loss_dice: 0.6518, decode.d0.loss_cls: 1.8120, decode.d0.loss_mask: 0.4650, decode.d0.loss_dice: 0.7548, decode.d1.loss_cls: 0.2345, decode.d1.loss_mask: 0.4311, decode.d1.loss_dice: 0.6929, decode.d2.loss_cls: 0.1832, decode.d2.loss_mask: 0.4264, decode.d2.loss_dice: 0.6723, decode.d3.loss_cls: 0.1664, decode.d3.loss_mask: 0.4217, decode.d3.loss_dice: 0.6591, decode.d4.loss_cls: 0.1603, decode.d4.loss_mask: 0.4210, decode.d4.loss_dice: 0.6573, decode.d5.loss_cls: 0.1559, decode.d5.loss_mask: 0.4202, decode.d5.loss_dice: 0.6581, decode.d6.loss_cls: 0.1550, decode.d6.loss_mask: 0.4200, decode.d6.loss_dice: 0.6563, decode.d7.loss_cls: 0.1470, decode.d7.loss_mask: 0.4186, decode.d7.loss_dice: 0.6534, decode.d8.loss_cls: 0.1548, decode.d8.loss_mask: 0.4173, decode.d8.loss_dice: 0.6510, loss: 14.2844 2022-04-28 00:49:57,436 - mmseg - INFO - Iter [159700/160000] lr: 2.701e-09, eta: 0:05:26, time: 1.077, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1466, decode.loss_mask: 0.4245, decode.loss_dice: 0.6656, decode.d0.loss_cls: 1.8404, decode.d0.loss_mask: 0.4701, decode.d0.loss_dice: 0.7613, decode.d1.loss_cls: 0.2334, decode.d1.loss_mask: 0.4413, decode.d1.loss_dice: 0.7080, decode.d2.loss_cls: 0.1964, decode.d2.loss_mask: 0.4325, decode.d2.loss_dice: 0.6897, decode.d3.loss_cls: 0.1714, decode.d3.loss_mask: 0.4282, decode.d3.loss_dice: 0.6783, decode.d4.loss_cls: 0.1586, decode.d4.loss_mask: 0.4277, decode.d4.loss_dice: 0.6763, decode.d5.loss_cls: 0.1562, decode.d5.loss_mask: 0.4264, decode.d5.loss_dice: 0.6731, decode.d6.loss_cls: 0.1543, decode.d6.loss_mask: 0.4255, decode.d6.loss_dice: 0.6649, decode.d7.loss_cls: 0.1514, decode.d7.loss_mask: 0.4261, decode.d7.loss_dice: 0.6718, decode.d8.loss_cls: 0.1476, decode.d8.loss_mask: 0.4254, decode.d8.loss_dice: 0.6677, loss: 14.5406 2022-04-28 00:50:51,109 - mmseg - INFO - Iter [159750/160000] lr: 2.252e-09, eta: 0:04:31, time: 1.073, data_time: 0.016, memory: 64049, decode.loss_cls: 0.1440, decode.loss_mask: 0.4168, decode.loss_dice: 0.6648, decode.d0.loss_cls: 1.7935, decode.d0.loss_mask: 0.4556, decode.d0.loss_dice: 0.7659, decode.d1.loss_cls: 0.2153, decode.d1.loss_mask: 0.4288, decode.d1.loss_dice: 0.7041, decode.d2.loss_cls: 0.1836, decode.d2.loss_mask: 0.4223, decode.d2.loss_dice: 0.6849, decode.d3.loss_cls: 0.1669, decode.d3.loss_mask: 0.4204, decode.d3.loss_dice: 0.6693, decode.d4.loss_cls: 0.1552, decode.d4.loss_mask: 0.4197, decode.d4.loss_dice: 0.6724, decode.d5.loss_cls: 0.1532, decode.d5.loss_mask: 0.4183, decode.d5.loss_dice: 0.6683, decode.d6.loss_cls: 0.1535, decode.d6.loss_mask: 0.4178, decode.d6.loss_dice: 0.6680, decode.d7.loss_cls: 0.1525, decode.d7.loss_mask: 0.4172, decode.d7.loss_dice: 0.6630, decode.d8.loss_cls: 0.1491, decode.d8.loss_mask: 0.4185, decode.d8.loss_dice: 0.6652, loss: 14.3279 2022-04-28 00:51:44,536 - mmseg - INFO - Iter [159800/160000] lr: 1.804e-09, eta: 0:03:37, time: 1.069, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1729, decode.loss_mask: 0.4022, decode.loss_dice: 0.6669, decode.d0.loss_cls: 1.8234, decode.d0.loss_mask: 0.4425, decode.d0.loss_dice: 0.7708, decode.d1.loss_cls: 0.2532, decode.d1.loss_mask: 0.4152, decode.d1.loss_dice: 0.7073, decode.d2.loss_cls: 0.2106, decode.d2.loss_mask: 0.4079, decode.d2.loss_dice: 0.6858, decode.d3.loss_cls: 0.1982, decode.d3.loss_mask: 0.4067, decode.d3.loss_dice: 0.6783, decode.d4.loss_cls: 0.1845, decode.d4.loss_mask: 0.4053, decode.d4.loss_dice: 0.6774, decode.d5.loss_cls: 0.1765, decode.d5.loss_mask: 0.4049, decode.d5.loss_dice: 0.6783, decode.d6.loss_cls: 0.1770, decode.d6.loss_mask: 0.4043, decode.d6.loss_dice: 0.6728, decode.d7.loss_cls: 0.1711, decode.d7.loss_mask: 0.4026, decode.d7.loss_dice: 0.6740, decode.d8.loss_cls: 0.1674, decode.d8.loss_mask: 0.4041, decode.d8.loss_dice: 0.6710, loss: 14.5127 2022-04-28 00:52:38,816 - mmseg - INFO - Iter [159850/160000] lr: 1.355e-09, eta: 0:02:43, time: 1.086, data_time: 0.014, memory: 64049, decode.loss_cls: 0.1461, decode.loss_mask: 0.4282, decode.loss_dice: 0.6537, decode.d0.loss_cls: 1.8151, decode.d0.loss_mask: 0.4762, decode.d0.loss_dice: 0.7576, decode.d1.loss_cls: 0.2405, decode.d1.loss_mask: 0.4496, decode.d1.loss_dice: 0.6975, decode.d2.loss_cls: 0.1897, decode.d2.loss_mask: 0.4426, decode.d2.loss_dice: 0.6772, decode.d3.loss_cls: 0.1658, decode.d3.loss_mask: 0.4373, decode.d3.loss_dice: 0.6645, decode.d4.loss_cls: 0.1581, decode.d4.loss_mask: 0.4359, decode.d4.loss_dice: 0.6654, decode.d5.loss_cls: 0.1552, decode.d5.loss_mask: 0.4325, decode.d5.loss_dice: 0.6595, decode.d6.loss_cls: 0.1484, decode.d6.loss_mask: 0.4316, decode.d6.loss_dice: 0.6581, decode.d7.loss_cls: 0.1458, decode.d7.loss_mask: 0.4301, decode.d7.loss_dice: 0.6591, decode.d8.loss_cls: 0.1487, decode.d8.loss_mask: 0.4288, decode.d8.loss_dice: 0.6536, loss: 14.4523 2022-04-28 00:53:32,340 - mmseg - INFO - Iter [159900/160000] lr: 9.063e-10, eta: 0:01:48, time: 1.070, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1487, decode.loss_mask: 0.4247, decode.loss_dice: 0.6683, decode.d0.loss_cls: 1.7880, decode.d0.loss_mask: 0.4707, decode.d0.loss_dice: 0.7703, decode.d1.loss_cls: 0.2230, decode.d1.loss_mask: 0.4396, decode.d1.loss_dice: 0.7082, decode.d2.loss_cls: 0.1841, decode.d2.loss_mask: 0.4336, decode.d2.loss_dice: 0.6893, decode.d3.loss_cls: 0.1668, decode.d3.loss_mask: 0.4286, decode.d3.loss_dice: 0.6731, decode.d4.loss_cls: 0.1587, decode.d4.loss_mask: 0.4281, decode.d4.loss_dice: 0.6747, decode.d5.loss_cls: 0.1500, decode.d5.loss_mask: 0.4264, decode.d5.loss_dice: 0.6705, decode.d6.loss_cls: 0.1426, decode.d6.loss_mask: 0.4273, decode.d6.loss_dice: 0.6690, decode.d7.loss_cls: 0.1496, decode.d7.loss_mask: 0.4265, decode.d7.loss_dice: 0.6705, decode.d8.loss_cls: 0.1462, decode.d8.loss_mask: 0.4267, decode.d8.loss_dice: 0.6710, loss: 14.4548 2022-04-28 00:54:26,947 - mmseg - INFO - Iter [159950/160000] lr: 4.577e-10, eta: 0:00:54, time: 1.092, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1683, decode.loss_mask: 0.4146, decode.loss_dice: 0.6499, decode.d0.loss_cls: 1.7974, decode.d0.loss_mask: 0.4610, decode.d0.loss_dice: 0.7546, decode.d1.loss_cls: 0.2496, decode.d1.loss_mask: 0.4301, decode.d1.loss_dice: 0.6904, decode.d2.loss_cls: 0.2088, decode.d2.loss_mask: 0.4242, decode.d2.loss_dice: 0.6731, decode.d3.loss_cls: 0.1865, decode.d3.loss_mask: 0.4198, decode.d3.loss_dice: 0.6621, decode.d4.loss_cls: 0.1786, decode.d4.loss_mask: 0.4197, decode.d4.loss_dice: 0.6617, decode.d5.loss_cls: 0.1756, decode.d5.loss_mask: 0.4174, decode.d5.loss_dice: 0.6553, decode.d6.loss_cls: 0.1684, decode.d6.loss_mask: 0.4174, decode.d6.loss_dice: 0.6558, decode.d7.loss_cls: 0.1663, decode.d7.loss_mask: 0.4154, decode.d7.loss_dice: 0.6540, decode.d8.loss_cls: 0.1683, decode.d8.loss_mask: 0.4157, decode.d8.loss_dice: 0.6534, loss: 14.4134 2022-04-28 00:55:21,021 - mmseg - INFO - Saving checkpoint at 160000 iterations 2022-04-28 00:55:49,779 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-28 00:55:49,787 - mmseg - INFO - Iter [160000/160000] lr: 8.974e-12, eta: 0:00:00, time: 1.654, data_time: 0.015, memory: 64049, decode.loss_cls: 0.1591, decode.loss_mask: 0.4080, decode.loss_dice: 0.6727, decode.d0.loss_cls: 1.8230, decode.d0.loss_mask: 0.4505, decode.d0.loss_dice: 0.7676, decode.d1.loss_cls: 0.2497, decode.d1.loss_mask: 0.4238, decode.d1.loss_dice: 0.7056, decode.d2.loss_cls: 0.2096, decode.d2.loss_mask: 0.4162, decode.d2.loss_dice: 0.6881, decode.d3.loss_cls: 0.1905, decode.d3.loss_mask: 0.4135, decode.d3.loss_dice: 0.6793, decode.d4.loss_cls: 0.1744, decode.d4.loss_mask: 0.4121, decode.d4.loss_dice: 0.6760, decode.d5.loss_cls: 0.1696, decode.d5.loss_mask: 0.4114, decode.d5.loss_dice: 0.6761, decode.d6.loss_cls: 0.1693, decode.d6.loss_mask: 0.4105, decode.d6.loss_dice: 0.6705, decode.d7.loss_cls: 0.1582, decode.d7.loss_mask: 0.4099, decode.d7.loss_dice: 0.6720, decode.d8.loss_cls: 0.1605, decode.d8.loss_mask: 0.4110, decode.d8.loss_dice: 0.6724, loss: 14.5109 2022-04-28 00:57:14,055 - mmseg - INFO - per class results: 2022-04-28 00:57:14,065 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 82.19 | 89.59 | | building | 84.99 | 92.49 | | sky | 95.21 | 97.62 | | floor | 85.67 | 92.72 | | tree | 77.83 | 89.33 | | ceiling | 87.63 | 93.71 | | road | 86.69 | 91.98 | | bed | 92.27 | 96.94 | | windowpane | 66.59 | 81.75 | | grass | 68.14 | 82.06 | | cabinet | 66.25 | 76.56 | | sidewalk | 71.58 | 82.93 | | person | 86.49 | 94.31 | | earth | 40.74 | 53.9 | | door | 59.11 | 75.7 | | table | 70.26 | 81.86 | | mountain | 60.18 | 72.44 | | plant | 54.12 | 67.82 | | curtain | 79.17 | 88.33 | | chair | 68.5 | 78.71 | | car | 88.12 | 93.96 | | water | 55.03 | 66.8 | | painting | 78.41 | 90.93 | | sofa | 80.95 | 87.53 | | shelf | 47.64 | 62.99 | | house | 51.25 | 74.52 | | sea | 63.89 | 85.44 | | mirror | 78.15 | 87.63 | | rug | 71.82 | 79.59 | | field | 33.68 | 51.39 | | armchair | 59.06 | 82.77 | | seat | 68.86 | 86.73 | | fence | 53.12 | 68.52 | | desk | 56.75 | 77.72 | | rock | 59.16 | 88.02 | | wardrobe | 57.88 | 74.92 | | lamp | 76.78 | 87.78 | | bathtub | 80.69 | 86.88 | | railing | 38.95 | 54.77 | | cushion | 69.46 | 82.32 | | base | 46.68 | 66.2 | | box | 37.85 | 49.79 | | column | 53.11 | 66.82 | | signboard | 40.99 | 58.04 | | chest of drawers | 39.9 | 65.37 | | counter | 54.94 | 66.27 | | sand | 58.91 | 87.01 | | sink | 85.72 | 92.63 | | skyscraper | 48.99 | 60.0 | | fireplace | 82.96 | 93.34 | | refrigerator | 82.38 | 87.77 | | grandstand | 49.41 | 85.28 | | path | 32.0 | 44.48 | | stairs | 23.83 | 28.65 | | runway | 72.6 | 93.9 | | case | 62.31 | 82.89 | | pool table | 95.09 | 97.85 | | pillow | 65.06 | 73.77 | | screen door | 77.34 | 86.16 | | stairway | 44.05 | 66.54 | | river | 14.37 | 38.67 | | bridge | 75.45 | 89.1 | | bookcase | 48.34 | 72.64 | | blind | 40.16 | 46.87 | | coffee table | 68.55 | 87.82 | | toilet | 90.42 | 93.28 | | flower | 45.18 | 66.89 | | book | 58.92 | 76.3 | | hill | 8.61 | 14.27 | | bench | 59.15 | 72.94 | | countertop | 67.59 | 85.01 | | stove | 87.44 | 92.78 | | palm | 59.99 | 84.19 | | kitchen island | 62.51 | 88.97 | | computer | 82.85 | 90.8 | | swivel chair | 50.7 | 71.42 | | boat | 77.0 | 92.65 | | bar | 58.18 | 70.63 | | arcade machine | 48.68 | 52.99 | | hovel | 16.96 | 18.34 | | bus | 89.86 | 93.97 | | towel | 79.38 | 88.78 | | light | 62.71 | 76.4 | | truck | 44.07 | 59.54 | | tower | 29.37 | 51.17 | | chandelier | 69.92 | 80.28 | | awning | 38.01 | 50.16 | | streetlight | 47.58 | 63.39 | | booth | 41.75 | 71.66 | | television receiver | 82.57 | 91.61 | | airplane | 72.83 | 77.91 | | dirt track | 19.07 | 55.26 | | apparel | 38.34 | 55.67 | | pole | 40.46 | 58.46 | | land | 3.06 | 5.37 | | bannister | 20.59 | 31.84 | | escalator | 56.97 | 81.53 | | ottoman | 48.88 | 72.13 | | bottle | 43.96 | 67.78 | | buffet | 51.23 | 70.87 | | poster | 40.4 | 57.05 | | stage | 18.11 | 45.69 | | van | 43.46 | 63.98 | | ship | 84.62 | 87.08 | | fountain | 58.56 | 67.36 | | conveyer belt | 83.73 | 97.35 | | canopy | 52.7 | 74.05 | | washer | 90.54 | 93.34 | | plaything | 44.84 | 73.59 | | swimming pool | 61.64 | 75.78 | | stool | 56.76 | 77.71 | | barrel | 88.92 | 97.75 | | basket | 45.4 | 60.7 | | waterfall | 46.77 | 56.79 | | tent | 93.13 | 98.08 | | bag | 22.4 | 26.76 | | minibike | 79.42 | 91.92 | | cradle | 86.33 | 97.72 | | oven | 64.12 | 83.61 | | ball | 51.47 | 55.08 | | food | 61.67 | 72.1 | | step | 9.41 | 13.39 | | tank | 61.56 | 66.7 | | trade name | 24.93 | 29.19 | | microwave | 89.02 | 94.49 | | pot | 58.19 | 69.22 | | animal | 53.92 | 54.92 | | bicycle | 60.34 | 77.8 | | lake | 63.38 | 63.75 | | dishwasher | 72.55 | 87.88 | | screen | 63.92 | 90.97 | | blanket | 31.8 | 38.91 | | sculpture | 69.78 | 88.67 | | hood | 66.73 | 77.8 | | sconce | 63.08 | 76.95 | | vase | 56.89 | 73.8 | | traffic light | 48.83 | 69.07 | | tray | 31.54 | 42.06 | | ashcan | 55.66 | 72.29 | | fan | 73.94 | 86.67 | | pier | 34.56 | 81.89 | | crt screen | 7.84 | 23.41 | | plate | 63.64 | 77.44 | | monitor | 12.01 | 14.74 | | bulletin board | 50.88 | 63.57 | | shower | 12.27 | 27.47 | | radiator | 70.08 | 83.31 | | glass | 26.37 | 28.95 | | clock | 57.77 | 74.57 | | flag | 73.24 | 82.65 | +---------------------+-------+-------+ 2022-04-28 00:57:14,066 - mmseg - INFO - Summary: 2022-04-28 00:57:14,066 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 86.17 | 58.32 | 72.01 | +-------+-------+-------+ 2022-04-28 00:57:14,071 - mmseg - INFO - Exp name: mask2former_beit_large_24_adapter_640_slide_160k_ade20k_pt2ft_try2.py 2022-04-28 00:57:14,072 - mmseg - INFO - Iter(val) [250] aAcc: 0.8617, mIoU: 0.5832, mAcc: 0.7201, IoU.wall: 0.8219, IoU.building: 0.8499, IoU.sky: 0.9521, IoU.floor: 0.8567, IoU.tree: 0.7783, IoU.ceiling: 0.8763, IoU.road: 0.8669, IoU.bed : 0.9227, IoU.windowpane: 0.6659, IoU.grass: 0.6814, IoU.cabinet: 0.6625, IoU.sidewalk: 0.7158, IoU.person: 0.8649, IoU.earth: 0.4074, IoU.door: 0.5911, IoU.table: 0.7026, IoU.mountain: 0.6018, IoU.plant: 0.5412, IoU.curtain: 0.7917, IoU.chair: 0.6850, IoU.car: 0.8812, IoU.water: 0.5503, IoU.painting: 0.7841, IoU.sofa: 0.8095, IoU.shelf: 0.4764, IoU.house: 0.5125, IoU.sea: 0.6389, IoU.mirror: 0.7815, IoU.rug: 0.7182, IoU.field: 0.3368, IoU.armchair: 0.5906, IoU.seat: 0.6886, IoU.fence: 0.5312, IoU.desk: 0.5675, IoU.rock: 0.5916, IoU.wardrobe: 0.5788, IoU.lamp: 0.7678, IoU.bathtub: 0.8069, IoU.railing: 0.3895, IoU.cushion: 0.6946, IoU.base: 0.4668, IoU.box: 0.3785, IoU.column: 0.5311, IoU.signboard: 0.4099, IoU.chest of drawers: 0.3990, IoU.counter: 0.5494, IoU.sand: 0.5891, IoU.sink: 0.8572, IoU.skyscraper: 0.4899, IoU.fireplace: 0.8296, IoU.refrigerator: 0.8238, IoU.grandstand: 0.4941, IoU.path: 0.3200, IoU.stairs: 0.2383, IoU.runway: 0.7260, IoU.case: 0.6231, IoU.pool table: 0.9509, IoU.pillow: 0.6506, IoU.screen door: 0.7734, IoU.stairway: 0.4405, IoU.river: 0.1437, IoU.bridge: 0.7545, IoU.bookcase: 0.4834, IoU.blind: 0.4016, IoU.coffee table: 0.6855, IoU.toilet: 0.9042, IoU.flower: 0.4518, IoU.book: 0.5892, IoU.hill: 0.0861, IoU.bench: 0.5915, IoU.countertop: 0.6759, IoU.stove: 0.8744, IoU.palm: 0.5999, IoU.kitchen island: 0.6251, IoU.computer: 0.8285, IoU.swivel chair: 0.5070, IoU.boat: 0.7700, IoU.bar: 0.5818, IoU.arcade machine: 0.4868, IoU.hovel: 0.1696, IoU.bus: 0.8986, IoU.towel: 0.7938, IoU.light: 0.6271, IoU.truck: 0.4407, IoU.tower: 0.2937, IoU.chandelier: 0.6992, IoU.awning: 0.3801, IoU.streetlight: 0.4758, IoU.booth: 0.4175, IoU.television receiver: 0.8257, IoU.airplane: 0.7283, IoU.dirt track: 0.1907, IoU.apparel: 0.3834, IoU.pole: 0.4046, IoU.land: 0.0306, IoU.bannister: 0.2059, IoU.escalator: 0.5697, IoU.ottoman: 0.4888, IoU.bottle: 0.4396, IoU.buffet: 0.5123, IoU.poster: 0.4040, IoU.stage: 0.1811, IoU.van: 0.4346, IoU.ship: 0.8462, IoU.fountain: 0.5856, IoU.conveyer belt: 0.8373, IoU.canopy: 0.5270, IoU.washer: 0.9054, IoU.plaything: 0.4484, IoU.swimming pool: 0.6164, IoU.stool: 0.5676, IoU.barrel: 0.8892, IoU.basket: 0.4540, IoU.waterfall: 0.4677, IoU.tent: 0.9313, IoU.bag: 0.2240, IoU.minibike: 0.7942, IoU.cradle: 0.8633, IoU.oven: 0.6412, IoU.ball: 0.5147, IoU.food: 0.6167, IoU.step: 0.0941, IoU.tank: 0.6156, IoU.trade name: 0.2493, IoU.microwave: 0.8902, IoU.pot: 0.5819, IoU.animal: 0.5392, IoU.bicycle: 0.6034, IoU.lake: 0.6338, IoU.dishwasher: 0.7255, IoU.screen: 0.6392, IoU.blanket: 0.3180, IoU.sculpture: 0.6978, IoU.hood: 0.6673, IoU.sconce: 0.6308, IoU.vase: 0.5689, IoU.traffic light: 0.4883, IoU.tray: 0.3154, IoU.ashcan: 0.5566, IoU.fan: 0.7394, IoU.pier: 0.3456, IoU.crt screen: 0.0784, IoU.plate: 0.6364, IoU.monitor: 0.1201, IoU.bulletin board: 0.5088, IoU.shower: 0.1227, IoU.radiator: 0.7008, IoU.glass: 0.2637, IoU.clock: 0.5777, IoU.flag: 0.7324, Acc.wall: 0.8959, Acc.building: 0.9249, Acc.sky: 0.9762, Acc.floor: 0.9272, Acc.tree: 0.8933, Acc.ceiling: 0.9371, Acc.road: 0.9198, Acc.bed : 0.9694, Acc.windowpane: 0.8175, Acc.grass: 0.8206, Acc.cabinet: 0.7656, Acc.sidewalk: 0.8293, Acc.person: 0.9431, Acc.earth: 0.5390, Acc.door: 0.7570, Acc.table: 0.8186, Acc.mountain: 0.7244, Acc.plant: 0.6782, Acc.curtain: 0.8833, Acc.chair: 0.7871, Acc.car: 0.9396, Acc.water: 0.6680, Acc.painting: 0.9093, Acc.sofa: 0.8753, Acc.shelf: 0.6299, Acc.house: 0.7452, Acc.sea: 0.8544, Acc.mirror: 0.8763, Acc.rug: 0.7959, Acc.field: 0.5139, Acc.armchair: 0.8277, Acc.seat: 0.8673, Acc.fence: 0.6852, Acc.desk: 0.7772, Acc.rock: 0.8802, Acc.wardrobe: 0.7492, Acc.lamp: 0.8778, Acc.bathtub: 0.8688, Acc.railing: 0.5477, Acc.cushion: 0.8232, Acc.base: 0.6620, Acc.box: 0.4979, Acc.column: 0.6682, Acc.signboard: 0.5804, Acc.chest of drawers: 0.6537, Acc.counter: 0.6627, Acc.sand: 0.8701, Acc.sink: 0.9263, Acc.skyscraper: 0.6000, Acc.fireplace: 0.9334, Acc.refrigerator: 0.8777, Acc.grandstand: 0.8528, Acc.path: 0.4448, Acc.stairs: 0.2865, Acc.runway: 0.9390, Acc.case: 0.8289, Acc.pool table: 0.9785, Acc.pillow: 0.7377, Acc.screen door: 0.8616, Acc.stairway: 0.6654, Acc.river: 0.3867, Acc.bridge: 0.8910, Acc.bookcase: 0.7264, Acc.blind: 0.4687, Acc.coffee table: 0.8782, Acc.toilet: 0.9328, Acc.flower: 0.6689, Acc.book: 0.7630, Acc.hill: 0.1427, Acc.bench: 0.7294, Acc.countertop: 0.8501, Acc.stove: 0.9278, Acc.palm: 0.8419, Acc.kitchen island: 0.8897, Acc.computer: 0.9080, Acc.swivel chair: 0.7142, Acc.boat: 0.9265, Acc.bar: 0.7063, Acc.arcade machine: 0.5299, Acc.hovel: 0.1834, Acc.bus: 0.9397, Acc.towel: 0.8878, Acc.light: 0.7640, Acc.truck: 0.5954, Acc.tower: 0.5117, Acc.chandelier: 0.8028, Acc.awning: 0.5016, Acc.streetlight: 0.6339, Acc.booth: 0.7166, Acc.television receiver: 0.9161, Acc.airplane: 0.7791, Acc.dirt track: 0.5526, Acc.apparel: 0.5567, Acc.pole: 0.5846, Acc.land: 0.0537, Acc.bannister: 0.3184, Acc.escalator: 0.8153, Acc.ottoman: 0.7213, Acc.bottle: 0.6778, Acc.buffet: 0.7087, Acc.poster: 0.5705, Acc.stage: 0.4569, Acc.van: 0.6398, Acc.ship: 0.8708, Acc.fountain: 0.6736, Acc.conveyer belt: 0.9735, Acc.canopy: 0.7405, Acc.washer: 0.9334, Acc.plaything: 0.7359, Acc.swimming pool: 0.7578, Acc.stool: 0.7771, Acc.barrel: 0.9775, Acc.basket: 0.6070, Acc.waterfall: 0.5679, Acc.tent: 0.9808, Acc.bag: 0.2676, Acc.minibike: 0.9192, Acc.cradle: 0.9772, Acc.oven: 0.8361, Acc.ball: 0.5508, Acc.food: 0.7210, Acc.step: 0.1339, Acc.tank: 0.6670, Acc.trade name: 0.2919, Acc.microwave: 0.9449, Acc.pot: 0.6922, Acc.animal: 0.5492, Acc.bicycle: 0.7780, Acc.lake: 0.6375, Acc.dishwasher: 0.8788, Acc.screen: 0.9097, Acc.blanket: 0.3891, Acc.sculpture: 0.8867, Acc.hood: 0.7780, Acc.sconce: 0.7695, Acc.vase: 0.7380, Acc.traffic light: 0.6907, Acc.tray: 0.4206, Acc.ashcan: 0.7229, Acc.fan: 0.8667, Acc.pier: 0.8189, Acc.crt screen: 0.2341, Acc.plate: 0.7744, Acc.monitor: 0.1474, Acc.bulletin board: 0.6357, Acc.shower: 0.2747, Acc.radiator: 0.8331, Acc.glass: 0.2895, Acc.clock: 0.7457, Acc.flag: 0.8265