{"env_info": "sys.platform: linux\nPython: 3.7.16 (default, Jan 17 2023, 22:20:44) [GCC 11.2.0]\nCUDA available: True\nGPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB\nCUDA_HOME: /mnt/petrelfs/laizeqiang/miniconda3/envs/torch\nNVCC: Cuda compilation tools, release 11.6, V11.6.124\nGCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-44)\nPyTorch: 1.13.1\nPyTorch compiling details: PyTorch built with:\n - GCC 9.3\n - C++ Version: 201402\n - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.6.0 (Git Hash 52b5f107dd9cf10910aaa19cb47f3abf9b349815)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - LAPACK is enabled (usually provided by MKL)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.6\n - 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_61,code=sm_61;-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;-gencode;arch=compute_37,code=compute_37\n - CuDNN 8.3.2 (built against CUDA 11.5)\n - Magma 2.6.1\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.6, CUDNN_VERSION=8.3.2, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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 -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.13.1, 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, USE_ROCM=OFF, \n\nTorchVision: 0.14.1\nOpenCV: 4.7.0\nMMCV: 1.7.1\nMMCV Compiler: GCC 9.3\nMMCV CUDA Compiler: 11.6\nMMSegmentation: 0.30.0+9a6ac44", "seed": 1907070579, "exp_name": "segformer_mit_b2_segformer_head_unet_fc_small_multi_step_ade_pretrained_freeze_embed_160k_cityscapes20_finetune_ema.py", "mmseg_version": "0.30.0+9a6ac44", "config": "norm_cfg = dict(type='SyncBN', requires_grad=True)\ncheckpoint = 'work_dirs/segformer_mit_b2_segformer_head_unet_fc_small_single_step_ade_pretrained_freeze_embed_80k_cityscapes20/best_mIoU_iter_64000.pth'\nmodel = dict(\n type='EncoderDecoderDiffusion',\n freeze_parameters=['backbone', 'decode_head'],\n pretrained=\n 'work_dirs/segformer_mit_b2_segformer_head_unet_fc_small_single_step_ade_pretrained_freeze_embed_80k_cityscapes20/best_mIoU_iter_64000.pth',\n backbone=dict(\n type='MixVisionTransformerCustomInitWeights',\n in_channels=3,\n embed_dims=64,\n num_stages=4,\n num_layers=[3, 4, 6, 3],\n num_heads=[1, 2, 5, 8],\n patch_sizes=[7, 3, 3, 3],\n sr_ratios=[8, 4, 2, 1],\n out_indices=(0, 1, 2, 3),\n mlp_ratio=4,\n qkv_bias=True,\n drop_rate=0.0,\n attn_drop_rate=0.0,\n drop_path_rate=0.1,\n pretrained=\n 'work_dirs/segformer_mit_b2_segformer_head_unet_fc_small_single_step_ade_pretrained_freeze_embed_80k_cityscapes20/best_mIoU_iter_64000.pth'\n ),\n decode_head=dict(\n type='SegformerHeadUnetFCHeadMultiStep',\n pretrained=\n 'work_dirs/segformer_mit_b2_segformer_head_unet_fc_small_single_step_ade_pretrained_freeze_embed_80k_cityscapes20/best_mIoU_iter_64000.pth',\n dim=256,\n out_dim=256,\n unet_channels=272,\n dim_mults=[1, 1, 1],\n cat_embedding_dim=16,\n diffusion_timesteps=20,\n collect_timesteps=[\n 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18,\n 19\n ],\n in_channels=[64, 128, 320, 512],\n in_index=[0, 1, 2, 3],\n channels=256,\n dropout_ratio=0.1,\n num_classes=20,\n norm_cfg=dict(type='SyncBN', requires_grad=True),\n align_corners=False,\n ignore_index=0,\n loss_decode=dict(\n type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0)),\n train_cfg=dict(),\n test_cfg=dict(mode='whole'))\ndataset_type = 'Cityscapes20Dataset'\ndata_root = 'data/cityscapes/'\nimg_norm_cfg = dict(\n mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)\ncrop_size = (1024, 1024)\ntrain_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotationsCityscapes20'),\n dict(type='Resize', img_scale=(2048, 1024), ratio_range=(0.5, 2.0)),\n dict(type='RandomCrop', crop_size=(1024, 1024), cat_max_ratio=0.75),\n dict(type='RandomFlip', prob=0.5),\n dict(type='PhotoMetricDistortion'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size=(1024, 1024), pad_val=0, seg_pad_val=0),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_semantic_seg'])\n]\ntest_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(2048, 1024),\n flip=False,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n]\ndata = dict(\n samples_per_gpu=2,\n workers_per_gpu=2,\n train=dict(\n type='Cityscapes20Dataset',\n data_root='data/cityscapes/',\n img_dir='leftImg8bit/train',\n ann_dir='gtFine/train',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotationsCityscapes20'),\n dict(\n type='Resize', img_scale=(2048, 1024), ratio_range=(0.5, 2.0)),\n dict(\n type='RandomCrop', crop_size=(1024, 1024), cat_max_ratio=0.75),\n dict(type='RandomFlip', prob=0.5),\n dict(type='PhotoMetricDistortion'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size=(1024, 1024), pad_val=0, seg_pad_val=0),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_semantic_seg'])\n ]),\n val=dict(\n type='Cityscapes20Dataset',\n data_root='data/cityscapes/',\n img_dir='leftImg8bit/val',\n ann_dir='gtFine/val',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(2048, 1024),\n flip=False,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]),\n test=dict(\n type='Cityscapes20Dataset',\n data_root='data/cityscapes/',\n img_dir='leftImg8bit/val',\n ann_dir='gtFine/val',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(2048, 1024),\n flip=False,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]))\nlog_config = dict(\n interval=50, hooks=[dict(type='TextLoggerHook', by_epoch=False)])\ndist_params = dict(backend='nccl')\nlog_level = 'INFO'\nload_from = None\nresume_from = None\nworkflow = [('train', 1)]\ncudnn_benchmark = True\noptimizer = dict(\n type='AdamW', lr=0.00015, betas=[0.9, 0.96], weight_decay=0.045)\noptimizer_config = dict()\nlr_config = dict(\n policy='step',\n warmup='linear',\n warmup_iters=1000,\n warmup_ratio=1e-06,\n step=20000,\n gamma=0.5,\n min_lr=1e-06,\n by_epoch=False)\nrunner = dict(type='IterBasedRunner', max_iters=160000)\ncheckpoint_config = dict(by_epoch=False, interval=16000, max_keep_ckpts=1)\nevaluation = dict(\n interval=16000, metric='mIoU', pre_eval=True, save_best='mIoU')\ncustom_hooks = [\n dict(\n type='ConstantMomentumEMAHook',\n momentum=0.01,\n interval=25,\n eval_interval=16000,\n auto_resume=True,\n priority=49)\n]\nwork_dir = './work_dirs/segformer_mit_b2_segformer_head_unet_fc_small_multi_step_ade_pretrained_freeze_embed_160k_cityscapes20_finetune_ema'\ngpu_ids = range(0, 8)\nauto_resume = True\ndevice = 'cuda'\nseed = 1907070579\n", "CLASSES": ["background", "road", "sidewalk", "building", "wall", "fence", "pole", "traffic light", "traffic sign", "vegetation", "terrain", "sky", "person", "rider", "car", "truck", "bus", "train", "motorcycle", "bicycle"], "PALETTE": [[0, 0, 0], [128, 64, 128], [244, 35, 232], [70, 70, 70], [102, 102, 156], [190, 153, 153], [153, 153, 153], [250, 170, 30], [220, 220, 0], [107, 142, 35], [152, 251, 152], [70, 130, 180], [220, 20, 60], [255, 0, 0], [0, 0, 142], [0, 0, 70], [0, 60, 100], [0, 80, 100], [0, 0, 230], [119, 11, 32]], "hook_msgs": {}} {"mode": "train", "epoch": 1, "iter": 50, "lr": 1e-05, "memory": 52051, "data_time": 0.02033, "decode.loss_ce": 0.03861, "decode.acc_seg": 98.21303, "loss": 0.03861, "time": 0.86858} {"mode": "train", "epoch": 1, "iter": 100, "lr": 1e-05, "memory": 52051, "data_time": 0.01287, "decode.loss_ce": 0.04012, "decode.acc_seg": 98.15321, "loss": 0.04012, "time": 0.54597} {"mode": "train", "epoch": 1, "iter": 150, "lr": 2e-05, "memory": 52051, "data_time": 0.01252, "decode.loss_ce": 0.03971, "decode.acc_seg": 98.16817, "loss": 0.03971, "time": 0.54835} {"mode": "train", "epoch": 2, "iter": 200, "lr": 3e-05, "memory": 52051, "data_time": 0.05872, "decode.loss_ce": 0.04032, "decode.acc_seg": 98.11771, "loss": 0.04032, "time": 0.59403} {"mode": "train", "epoch": 2, "iter": 250, "lr": 4e-05, "memory": 52051, "data_time": 0.01241, "decode.loss_ce": 0.0397, "decode.acc_seg": 98.15769, "loss": 0.0397, "time": 0.54644} {"mode": "train", "epoch": 2, "iter": 300, "lr": 4e-05, "memory": 52051, "data_time": 0.01227, "decode.loss_ce": 0.03997, "decode.acc_seg": 98.14027, "loss": 0.03997, "time": 0.54577} {"mode": "train", "epoch": 2, "iter": 350, "lr": 5e-05, "memory": 52051, "data_time": 0.01253, "decode.loss_ce": 0.0402, "decode.acc_seg": 98.145, "loss": 0.0402, "time": 0.5477} {"mode": "train", "epoch": 3, "iter": 400, "lr": 6e-05, "memory": 52051, "data_time": 0.06013, "decode.loss_ce": 0.04114, "decode.acc_seg": 98.09807, "loss": 0.04114, "time": 0.59628} {"mode": "train", "epoch": 3, "iter": 450, "lr": 7e-05, "memory": 52051, "data_time": 0.01248, "decode.loss_ce": 0.04093, "decode.acc_seg": 98.12096, "loss": 0.04093, "time": 0.5477} {"mode": "train", "epoch": 3, "iter": 500, "lr": 7e-05, "memory": 52051, "data_time": 0.01298, "decode.loss_ce": 0.04037, "decode.acc_seg": 98.12451, "loss": 0.04037, "time": 0.54527} {"mode": "train", "epoch": 3, "iter": 550, "lr": 8e-05, "memory": 52051, "data_time": 0.01239, "decode.loss_ce": 0.04299, "decode.acc_seg": 98.02855, "loss": 0.04299, "time": 0.5467} {"mode": "train", "epoch": 4, "iter": 600, "lr": 9e-05, "memory": 52051, "data_time": 0.05942, "decode.loss_ce": 0.03981, "decode.acc_seg": 98.13658, "loss": 0.03981, "time": 0.59208} {"mode": "train", "epoch": 4, "iter": 650, "lr": 0.0001, "memory": 52051, "data_time": 0.01264, "decode.loss_ce": 0.04107, "decode.acc_seg": 98.09522, "loss": 0.04107, "time": 0.54822} {"mode": "train", "epoch": 4, "iter": 700, "lr": 0.0001, "memory": 52051, "data_time": 0.01213, "decode.loss_ce": 0.04264, "decode.acc_seg": 98.03169, "loss": 0.04264, "time": 0.5437} {"mode": "train", "epoch": 5, "iter": 750, "lr": 0.00011, "memory": 52051, "data_time": 0.05765, "decode.loss_ce": 0.04238, "decode.acc_seg": 98.05076, "loss": 0.04238, "time": 0.59744} {"mode": "train", "epoch": 5, "iter": 800, "lr": 0.00012, "memory": 52051, "data_time": 0.01235, "decode.loss_ce": 0.04238, "decode.acc_seg": 98.04887, "loss": 0.04238, "time": 0.54395} {"mode": "train", "epoch": 5, "iter": 850, "lr": 0.00013, "memory": 52051, "data_time": 0.01245, "decode.loss_ce": 0.04362, "decode.acc_seg": 97.98773, "loss": 0.04362, "time": 0.54549} {"mode": "train", "epoch": 5, "iter": 900, "lr": 0.00013, "memory": 52051, "data_time": 0.01253, "decode.loss_ce": 0.04245, "decode.acc_seg": 98.04828, "loss": 0.04245, "time": 0.5465} {"mode": "train", "epoch": 6, "iter": 950, "lr": 0.00014, "memory": 52051, "data_time": 0.059, "decode.loss_ce": 0.043, "decode.acc_seg": 98.00638, "loss": 0.043, "time": 0.59159} {"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.00015, "memory": 52051, "data_time": 0.01215, "decode.loss_ce": 0.04239, "decode.acc_seg": 98.02624, "loss": 0.04239, "time": 0.54427} {"mode": "train", "epoch": 6, "iter": 1050, "lr": 0.00015, "memory": 52051, "data_time": 0.01179, "decode.loss_ce": 0.04193, "decode.acc_seg": 98.06852, "loss": 0.04193, "time": 0.54682} {"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.00015, "memory": 52051, "data_time": 0.01242, "decode.loss_ce": 0.0424, "decode.acc_seg": 98.05775, "loss": 0.0424, "time": 0.5471} {"mode": "train", "epoch": 7, "iter": 1150, "lr": 0.00015, "memory": 52051, "data_time": 0.06002, "decode.loss_ce": 0.04446, "decode.acc_seg": 97.9634, "loss": 0.04446, "time": 0.59313} {"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.00015, "memory": 52051, "data_time": 0.01257, "decode.loss_ce": 0.0431, "decode.acc_seg": 98.02767, "loss": 0.0431, "time": 0.54865} {"mode": "train", "epoch": 7, "iter": 1250, "lr": 0.00015, "memory": 52051, "data_time": 0.01263, "decode.loss_ce": 0.04189, "decode.acc_seg": 98.05302, "loss": 0.04189, "time": 0.54675} {"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.00015, "memory": 52051, "data_time": 0.01264, "decode.loss_ce": 0.04262, "decode.acc_seg": 98.03048, "loss": 0.04262, "time": 0.54514} {"mode": "train", "epoch": 8, "iter": 1350, "lr": 0.00015, "memory": 52051, "data_time": 0.06018, "decode.loss_ce": 0.04188, "decode.acc_seg": 98.05954, "loss": 0.04188, "time": 0.59586} {"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.00015, "memory": 52051, "data_time": 0.01265, "decode.loss_ce": 0.04319, "decode.acc_seg": 97.99472, "loss": 0.04319, "time": 0.54763} {"mode": "train", "epoch": 8, "iter": 1450, "lr": 0.00015, "memory": 52051, "data_time": 0.01278, "decode.loss_ce": 0.04305, "decode.acc_seg": 98.00609, "loss": 0.04305, "time": 0.54615} {"mode": "train", "epoch": 9, "iter": 1500, "lr": 0.00015, "memory": 52051, "data_time": 0.05915, "decode.loss_ce": 0.04429, "decode.acc_seg": 97.97382, "loss": 0.04429, "time": 0.59637} {"mode": "train", "epoch": 9, "iter": 1550, "lr": 0.00015, "memory": 52051, "data_time": 0.0123, "decode.loss_ce": 0.04304, "decode.acc_seg": 97.99135, "loss": 0.04304, "time": 0.54609} {"mode": "train", "epoch": 9, "iter": 1600, "lr": 0.00015, "memory": 52051, "data_time": 0.01237, "decode.loss_ce": 0.04319, "decode.acc_seg": 98.01657, "loss": 0.04319, "time": 0.54698} {"mode": "train", "epoch": 9, "iter": 1650, "lr": 0.00015, "memory": 52051, "data_time": 0.01257, "decode.loss_ce": 0.04147, "decode.acc_seg": 98.07498, "loss": 0.04147, "time": 0.54726} {"mode": "train", "epoch": 10, "iter": 1700, "lr": 0.00015, "memory": 52051, "data_time": 0.05895, "decode.loss_ce": 0.04287, "decode.acc_seg": 98.04105, "loss": 0.04287, "time": 0.59609} {"mode": "train", "epoch": 10, "iter": 1750, "lr": 0.00015, "memory": 52051, "data_time": 0.01269, "decode.loss_ce": 0.04426, "decode.acc_seg": 97.96463, "loss": 0.04426, "time": 0.5483} {"mode": "train", "epoch": 10, "iter": 1800, "lr": 0.00015, "memory": 52051, "data_time": 0.01249, "decode.loss_ce": 0.04167, "decode.acc_seg": 98.07397, "loss": 0.04167, "time": 0.54616} {"mode": "train", "epoch": 10, "iter": 1850, "lr": 0.00015, "memory": 52051, "data_time": 0.01271, "decode.loss_ce": 0.0431, "decode.acc_seg": 98.00994, "loss": 0.0431, "time": 0.54687} {"mode": "train", "epoch": 11, "iter": 1900, "lr": 0.00015, "memory": 52051, "data_time": 0.05771, "decode.loss_ce": 0.0451, "decode.acc_seg": 97.91594, "loss": 0.0451, "time": 0.59401} {"mode": "train", "epoch": 11, "iter": 1950, "lr": 0.00015, "memory": 52051, "data_time": 0.01243, "decode.loss_ce": 0.04295, "decode.acc_seg": 98.03924, "loss": 0.04295, "time": 0.54728} {"mode": "train", "epoch": 11, "iter": 2000, "lr": 0.00015, "memory": 52051, "data_time": 0.01282, "decode.loss_ce": 0.04439, "decode.acc_seg": 97.97957, "loss": 0.04439, "time": 0.54841} {"mode": "train", "epoch": 12, "iter": 2050, "lr": 0.00015, "memory": 52051, "data_time": 0.0604, "decode.loss_ce": 0.04506, "decode.acc_seg": 97.93528, "loss": 0.04506, "time": 0.59597} {"mode": "train", "epoch": 12, "iter": 2100, "lr": 0.00015, "memory": 52051, "data_time": 0.01229, "decode.loss_ce": 0.04348, "decode.acc_seg": 98.00466, "loss": 0.04348, "time": 0.54766} {"mode": "train", "epoch": 12, "iter": 2150, "lr": 0.00015, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.0424, "decode.acc_seg": 98.03224, "loss": 0.0424, "time": 0.5474} {"mode": "train", "epoch": 12, "iter": 2200, "lr": 0.00015, "memory": 52051, "data_time": 0.01266, "decode.loss_ce": 0.04414, "decode.acc_seg": 97.9751, "loss": 0.04414, "time": 0.54389} {"mode": "train", "epoch": 13, "iter": 2250, "lr": 0.00015, "memory": 52051, "data_time": 0.0603, "decode.loss_ce": 0.04392, "decode.acc_seg": 97.99665, "loss": 0.04392, "time": 0.5947} {"mode": "train", "epoch": 13, "iter": 2300, "lr": 0.00015, "memory": 52051, "data_time": 0.01274, "decode.loss_ce": 0.04224, "decode.acc_seg": 98.0424, "loss": 0.04224, "time": 0.54635} {"mode": "train", "epoch": 13, "iter": 2350, "lr": 0.00015, "memory": 52051, "data_time": 0.01202, "decode.loss_ce": 0.04263, "decode.acc_seg": 98.02095, "loss": 0.04263, "time": 0.54541} {"mode": "train", "epoch": 13, "iter": 2400, "lr": 0.00015, "memory": 52051, "data_time": 0.0127, "decode.loss_ce": 0.04283, "decode.acc_seg": 98.03734, "loss": 0.04283, "time": 0.54837} {"mode": "train", "epoch": 14, "iter": 2450, "lr": 0.00015, "memory": 52051, "data_time": 0.05999, "decode.loss_ce": 0.04332, "decode.acc_seg": 98.00521, "loss": 0.04332, "time": 0.59445} {"mode": "train", "epoch": 14, "iter": 2500, "lr": 0.00015, "memory": 52051, "data_time": 0.01192, "decode.loss_ce": 0.04313, "decode.acc_seg": 98.01971, "loss": 0.04313, "time": 0.54742} {"mode": "train", "epoch": 14, "iter": 2550, "lr": 0.00015, "memory": 52051, "data_time": 0.01244, "decode.loss_ce": 0.04469, "decode.acc_seg": 97.92292, "loss": 0.04469, "time": 0.54731} {"mode": "train", "epoch": 14, "iter": 2600, "lr": 0.00015, "memory": 52051, "data_time": 0.01169, "decode.loss_ce": 0.04162, "decode.acc_seg": 98.07345, "loss": 0.04162, "time": 0.54383} {"mode": "train", "epoch": 15, "iter": 2650, "lr": 0.00015, "memory": 52051, "data_time": 0.05835, "decode.loss_ce": 0.0423, "decode.acc_seg": 98.05939, "loss": 0.0423, "time": 0.59563} {"mode": "train", "epoch": 15, "iter": 2700, "lr": 0.00015, "memory": 52051, "data_time": 0.01245, "decode.loss_ce": 0.0432, "decode.acc_seg": 98.02745, "loss": 0.0432, "time": 0.54834} {"mode": "train", "epoch": 15, "iter": 2750, "lr": 0.00015, "memory": 52051, "data_time": 0.01238, "decode.loss_ce": 0.04442, "decode.acc_seg": 97.95844, "loss": 0.04442, "time": 0.54383} {"mode": "train", "epoch": 16, "iter": 2800, "lr": 0.00015, "memory": 52051, "data_time": 0.05915, "decode.loss_ce": 0.04337, "decode.acc_seg": 98.00964, "loss": 0.04337, "time": 0.59732} {"mode": "train", "epoch": 16, "iter": 2850, "lr": 0.00015, "memory": 52051, "data_time": 0.01255, "decode.loss_ce": 0.04283, "decode.acc_seg": 98.02179, "loss": 0.04283, "time": 0.5457} {"mode": "train", "epoch": 16, "iter": 2900, "lr": 0.00015, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.04334, "decode.acc_seg": 97.99672, "loss": 0.04334, "time": 0.5477} {"mode": "train", "epoch": 16, "iter": 2950, "lr": 0.00015, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.04249, "decode.acc_seg": 98.04399, "loss": 0.04249, "time": 0.54707} {"mode": "train", "epoch": 17, "iter": 3000, "lr": 0.00015, "memory": 52051, "data_time": 0.05986, "decode.loss_ce": 0.04218, "decode.acc_seg": 98.0563, "loss": 0.04218, "time": 0.59381} {"mode": "train", "epoch": 17, "iter": 3050, "lr": 0.00015, "memory": 52051, "data_time": 0.01299, "decode.loss_ce": 0.04412, "decode.acc_seg": 97.98255, "loss": 0.04412, "time": 0.54973} {"mode": "train", "epoch": 17, "iter": 3100, "lr": 0.00015, "memory": 52051, "data_time": 0.01239, "decode.loss_ce": 0.04376, "decode.acc_seg": 97.98756, "loss": 0.04376, "time": 0.54632} {"mode": "train", "epoch": 17, "iter": 3150, "lr": 0.00015, "memory": 52051, "data_time": 0.01248, "decode.loss_ce": 0.04268, "decode.acc_seg": 98.03714, "loss": 0.04268, "time": 0.54815} {"mode": "train", "epoch": 18, "iter": 3200, "lr": 0.00015, "memory": 52051, "data_time": 0.05962, "decode.loss_ce": 0.04297, "decode.acc_seg": 98.04246, "loss": 0.04297, "time": 0.59586} {"mode": "train", "epoch": 18, "iter": 3250, "lr": 0.00015, "memory": 52051, "data_time": 0.01259, "decode.loss_ce": 0.04295, "decode.acc_seg": 98.02566, "loss": 0.04295, "time": 0.54846} {"mode": "train", "epoch": 18, "iter": 3300, "lr": 0.00015, "memory": 52051, "data_time": 0.01226, "decode.loss_ce": 0.04464, "decode.acc_seg": 97.92669, "loss": 0.04464, "time": 0.5461} {"mode": "train", "epoch": 19, "iter": 3350, "lr": 0.00015, "memory": 52051, "data_time": 0.06047, "decode.loss_ce": 0.04364, "decode.acc_seg": 98.00604, "loss": 0.04364, "time": 0.59753} {"mode": "train", "epoch": 19, "iter": 3400, "lr": 0.00015, "memory": 52051, "data_time": 0.01239, "decode.loss_ce": 0.04404, "decode.acc_seg": 97.99359, "loss": 0.04404, "time": 0.54508} {"mode": "train", "epoch": 19, "iter": 3450, "lr": 0.00015, "memory": 52051, "data_time": 0.01275, "decode.loss_ce": 0.04304, "decode.acc_seg": 98.00976, "loss": 0.04304, "time": 0.5481} {"mode": "train", "epoch": 19, "iter": 3500, "lr": 0.00015, "memory": 52051, "data_time": 0.01263, "decode.loss_ce": 0.04354, "decode.acc_seg": 98.0167, "loss": 0.04354, "time": 0.54698} {"mode": "train", "epoch": 20, "iter": 3550, "lr": 0.00015, "memory": 52051, "data_time": 0.05982, "decode.loss_ce": 0.04183, "decode.acc_seg": 98.06678, "loss": 0.04183, "time": 0.59323} {"mode": "train", "epoch": 20, "iter": 3600, "lr": 0.00015, "memory": 52051, "data_time": 0.0123, "decode.loss_ce": 0.04331, "decode.acc_seg": 98.00622, "loss": 0.04331, "time": 0.5458} {"mode": "train", "epoch": 20, "iter": 3650, "lr": 0.00015, "memory": 52051, "data_time": 0.01205, "decode.loss_ce": 0.04337, "decode.acc_seg": 98.01252, "loss": 0.04337, "time": 0.54478} {"mode": "train", "epoch": 20, "iter": 3700, "lr": 0.00015, "memory": 52051, "data_time": 0.01248, "decode.loss_ce": 0.0434, "decode.acc_seg": 97.99086, "loss": 0.0434, "time": 0.5487} {"mode": "train", "epoch": 21, "iter": 3750, "lr": 0.00015, "memory": 52051, "data_time": 0.06003, "decode.loss_ce": 0.04295, "decode.acc_seg": 98.0246, "loss": 0.04295, "time": 0.59775} {"mode": "train", "epoch": 21, "iter": 3800, "lr": 0.00015, "memory": 52051, "data_time": 0.01308, "decode.loss_ce": 0.04301, "decode.acc_seg": 98.03225, "loss": 0.04301, "time": 0.5484} {"mode": "train", "epoch": 21, "iter": 3850, "lr": 0.00015, "memory": 52051, "data_time": 0.0123, "decode.loss_ce": 0.04212, "decode.acc_seg": 98.03791, "loss": 0.04212, "time": 0.5466} {"mode": "train", "epoch": 21, "iter": 3900, "lr": 0.00015, "memory": 52051, "data_time": 0.01235, "decode.loss_ce": 0.04407, "decode.acc_seg": 97.95445, "loss": 0.04407, "time": 0.54497} {"mode": "train", "epoch": 22, "iter": 3950, "lr": 0.00015, "memory": 52051, "data_time": 0.05877, "decode.loss_ce": 0.04256, "decode.acc_seg": 98.0298, "loss": 0.04256, "time": 0.59303} {"mode": "train", "epoch": 22, "iter": 4000, "lr": 0.00015, "memory": 52051, "data_time": 0.01244, "decode.loss_ce": 0.04311, "decode.acc_seg": 98.03382, "loss": 0.04311, "time": 0.54477} {"mode": "train", "epoch": 22, "iter": 4050, "lr": 0.00015, "memory": 52051, "data_time": 0.01251, "decode.loss_ce": 0.04399, "decode.acc_seg": 98.00816, "loss": 0.04399, "time": 0.54743} {"mode": "train", "epoch": 23, "iter": 4100, "lr": 0.00015, "memory": 52051, "data_time": 0.05979, "decode.loss_ce": 0.04342, "decode.acc_seg": 97.98887, "loss": 0.04342, "time": 0.59535} {"mode": "train", "epoch": 23, "iter": 4150, "lr": 0.00015, "memory": 52051, "data_time": 0.01257, "decode.loss_ce": 0.04192, "decode.acc_seg": 98.04637, "loss": 0.04192, "time": 0.54674} {"mode": "train", "epoch": 23, "iter": 4200, "lr": 0.00015, "memory": 52051, "data_time": 0.01238, "decode.loss_ce": 0.04356, "decode.acc_seg": 98.01751, "loss": 0.04356, "time": 0.5459} {"mode": "train", "epoch": 23, "iter": 4250, "lr": 0.00015, "memory": 52051, "data_time": 0.0125, "decode.loss_ce": 0.04282, "decode.acc_seg": 98.04956, "loss": 0.04282, "time": 0.54579} {"mode": "train", "epoch": 24, "iter": 4300, "lr": 0.00015, "memory": 52051, "data_time": 0.06008, "decode.loss_ce": 0.0422, "decode.acc_seg": 98.04788, "loss": 0.0422, "time": 0.5967} {"mode": "train", "epoch": 24, "iter": 4350, "lr": 0.00015, "memory": 52051, "data_time": 0.01254, "decode.loss_ce": 0.04352, "decode.acc_seg": 98.01559, "loss": 0.04352, "time": 0.54775} {"mode": "train", "epoch": 24, "iter": 4400, "lr": 0.00015, "memory": 52051, "data_time": 0.01208, "decode.loss_ce": 0.04433, "decode.acc_seg": 97.96907, "loss": 0.04433, "time": 0.54581} {"mode": "train", "epoch": 24, "iter": 4450, "lr": 0.00015, "memory": 52051, "data_time": 0.01243, "decode.loss_ce": 0.04532, "decode.acc_seg": 97.95302, "loss": 0.04532, "time": 0.54574} {"mode": "train", "epoch": 25, "iter": 4500, "lr": 0.00015, "memory": 52051, "data_time": 0.05953, "decode.loss_ce": 0.0439, "decode.acc_seg": 98.00104, "loss": 0.0439, "time": 0.59424} {"mode": "train", "epoch": 25, "iter": 4550, "lr": 0.00015, "memory": 52051, "data_time": 0.01226, "decode.loss_ce": 0.04399, "decode.acc_seg": 97.9743, "loss": 0.04399, "time": 0.54805} {"mode": "train", "epoch": 25, "iter": 4600, "lr": 0.00015, "memory": 52051, "data_time": 0.01231, "decode.loss_ce": 0.04429, "decode.acc_seg": 97.99322, "loss": 0.04429, "time": 0.54675} {"mode": "train", "epoch": 25, "iter": 4650, "lr": 0.00015, "memory": 52051, "data_time": 0.0124, "decode.loss_ce": 0.04283, "decode.acc_seg": 98.00904, "loss": 0.04283, "time": 0.54717} {"mode": "train", "epoch": 26, "iter": 4700, "lr": 0.00015, "memory": 52051, "data_time": 0.05984, "decode.loss_ce": 0.04239, "decode.acc_seg": 98.03751, "loss": 0.04239, "time": 0.5968} {"mode": "train", "epoch": 26, "iter": 4750, "lr": 0.00015, "memory": 52051, "data_time": 0.01251, "decode.loss_ce": 0.04357, "decode.acc_seg": 97.99516, "loss": 0.04357, "time": 0.54535} {"mode": "train", "epoch": 26, "iter": 4800, "lr": 0.00015, "memory": 52051, "data_time": 0.0123, "decode.loss_ce": 0.04206, "decode.acc_seg": 98.0651, "loss": 0.04206, "time": 0.54888} {"mode": "train", "epoch": 27, "iter": 4850, "lr": 0.00015, "memory": 52051, "data_time": 0.06048, "decode.loss_ce": 0.04386, "decode.acc_seg": 97.97495, "loss": 0.04386, "time": 0.59566} {"mode": "train", "epoch": 27, "iter": 4900, "lr": 0.00015, "memory": 52051, "data_time": 0.01261, "decode.loss_ce": 0.04224, "decode.acc_seg": 98.04318, "loss": 0.04224, "time": 0.5472} {"mode": "train", "epoch": 27, "iter": 4950, "lr": 0.00015, "memory": 52051, "data_time": 0.01268, "decode.loss_ce": 0.04134, "decode.acc_seg": 98.0662, "loss": 0.04134, "time": 0.54654} {"mode": "train", "epoch": 27, "iter": 5000, "lr": 0.00015, "memory": 52051, "data_time": 0.01224, "decode.loss_ce": 0.04214, "decode.acc_seg": 98.07162, "loss": 0.04214, "time": 0.54835} {"mode": "train", "epoch": 28, "iter": 5050, "lr": 0.00015, "memory": 52051, "data_time": 0.05868, "decode.loss_ce": 0.04253, "decode.acc_seg": 98.04557, "loss": 0.04253, "time": 0.59446} {"mode": "train", "epoch": 28, "iter": 5100, "lr": 0.00015, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.04381, "decode.acc_seg": 98.00183, "loss": 0.04381, "time": 0.54891} {"mode": "train", "epoch": 28, "iter": 5150, "lr": 0.00015, "memory": 52051, "data_time": 0.01261, "decode.loss_ce": 0.04429, "decode.acc_seg": 97.97425, "loss": 0.04429, "time": 0.54642} {"mode": "train", "epoch": 28, "iter": 5200, "lr": 0.00015, "memory": 52051, "data_time": 0.01252, "decode.loss_ce": 0.04414, "decode.acc_seg": 97.97261, "loss": 0.04414, "time": 0.54717} {"mode": "train", "epoch": 29, "iter": 5250, "lr": 0.00015, "memory": 52051, "data_time": 0.06016, "decode.loss_ce": 0.04244, "decode.acc_seg": 98.03687, "loss": 0.04244, "time": 0.59386} {"mode": "train", "epoch": 29, "iter": 5300, "lr": 0.00015, "memory": 52051, "data_time": 0.01273, "decode.loss_ce": 0.04246, "decode.acc_seg": 98.04764, "loss": 0.04246, "time": 0.54646} {"mode": "train", "epoch": 29, "iter": 5350, "lr": 0.00015, "memory": 52051, "data_time": 0.01292, "decode.loss_ce": 0.04237, "decode.acc_seg": 98.06204, "loss": 0.04237, "time": 0.54855} {"mode": "train", "epoch": 30, "iter": 5400, "lr": 0.00015, "memory": 52051, "data_time": 0.0591, "decode.loss_ce": 0.04365, "decode.acc_seg": 97.987, "loss": 0.04365, "time": 0.59465} {"mode": "train", "epoch": 30, "iter": 5450, "lr": 0.00015, "memory": 52051, "data_time": 0.01004, "decode.loss_ce": 0.04296, "decode.acc_seg": 98.02721, "loss": 0.04296, "time": 0.54708} {"mode": "train", "epoch": 30, "iter": 5500, "lr": 0.00015, "memory": 52051, "data_time": 0.01036, "decode.loss_ce": 0.04325, "decode.acc_seg": 98.00606, "loss": 0.04325, "time": 0.549} {"mode": "train", "epoch": 30, "iter": 5550, "lr": 0.00015, "memory": 52051, "data_time": 0.00942, "decode.loss_ce": 0.0437, "decode.acc_seg": 97.95757, "loss": 0.0437, "time": 0.5489} {"mode": "train", "epoch": 31, "iter": 5600, "lr": 0.00015, "memory": 52051, "data_time": 0.05685, "decode.loss_ce": 0.04278, "decode.acc_seg": 98.03858, "loss": 0.04278, "time": 0.5962} {"mode": "train", "epoch": 31, "iter": 5650, "lr": 0.00015, "memory": 52051, "data_time": 0.01, "decode.loss_ce": 0.04303, "decode.acc_seg": 98.03333, "loss": 0.04303, "time": 0.54807} {"mode": "train", "epoch": 31, "iter": 5700, "lr": 0.00015, "memory": 52051, "data_time": 0.00951, "decode.loss_ce": 0.04381, "decode.acc_seg": 97.98078, "loss": 0.04381, "time": 0.54592} {"mode": "train", "epoch": 31, "iter": 5750, "lr": 0.00015, "memory": 52051, "data_time": 0.00949, "decode.loss_ce": 0.04265, "decode.acc_seg": 98.00836, "loss": 0.04265, "time": 0.54645} {"mode": "train", "epoch": 32, "iter": 5800, "lr": 0.00015, "memory": 52051, "data_time": 0.05547, "decode.loss_ce": 0.04047, "decode.acc_seg": 98.11565, "loss": 0.04047, "time": 0.59078} {"mode": "train", "epoch": 32, "iter": 5850, "lr": 0.00015, "memory": 52051, "data_time": 0.00972, "decode.loss_ce": 0.04273, "decode.acc_seg": 98.03648, "loss": 0.04273, "time": 0.54716} {"mode": "train", "epoch": 32, "iter": 5900, "lr": 0.00015, "memory": 52051, "data_time": 0.00967, "decode.loss_ce": 0.04246, "decode.acc_seg": 98.05551, "loss": 0.04246, "time": 0.54459} {"mode": "train", "epoch": 32, "iter": 5950, "lr": 0.00015, "memory": 52051, "data_time": 0.00936, "decode.loss_ce": 0.04393, "decode.acc_seg": 97.96399, "loss": 0.04393, "time": 0.54485} {"mode": "train", "epoch": 33, "iter": 6000, "lr": 0.00015, "memory": 52051, "data_time": 0.05639, "decode.loss_ce": 0.04125, "decode.acc_seg": 98.08089, "loss": 0.04125, "time": 0.594} {"mode": "train", "epoch": 33, "iter": 6050, "lr": 0.00015, "memory": 52051, "data_time": 0.00987, "decode.loss_ce": 0.04372, "decode.acc_seg": 98.0028, "loss": 0.04372, "time": 0.54849} {"mode": "train", "epoch": 33, "iter": 6100, "lr": 0.00015, "memory": 52051, "data_time": 0.00983, "decode.loss_ce": 0.0444, "decode.acc_seg": 97.97739, "loss": 0.0444, "time": 0.54477} {"mode": "train", "epoch": 34, "iter": 6150, "lr": 0.00015, "memory": 52051, "data_time": 0.05687, "decode.loss_ce": 0.04248, "decode.acc_seg": 98.00915, "loss": 0.04248, "time": 0.59253} {"mode": "train", "epoch": 34, "iter": 6200, "lr": 0.00015, "memory": 52051, "data_time": 0.00972, "decode.loss_ce": 0.04201, "decode.acc_seg": 98.05726, "loss": 0.04201, "time": 0.54715} {"mode": "train", "epoch": 34, "iter": 6250, "lr": 0.00015, "memory": 52051, "data_time": 0.00976, "decode.loss_ce": 0.04204, "decode.acc_seg": 98.04949, "loss": 0.04204, "time": 0.54892} {"mode": "train", "epoch": 34, "iter": 6300, "lr": 0.00015, "memory": 52051, "data_time": 0.00947, "decode.loss_ce": 0.04317, "decode.acc_seg": 98.01192, "loss": 0.04317, "time": 0.54683} {"mode": "train", "epoch": 35, "iter": 6350, "lr": 0.00015, "memory": 52051, "data_time": 0.05613, "decode.loss_ce": 0.04223, "decode.acc_seg": 98.08423, "loss": 0.04223, "time": 0.59514} {"mode": "train", "epoch": 35, "iter": 6400, "lr": 0.00015, "memory": 52051, "data_time": 0.0103, "decode.loss_ce": 0.04282, "decode.acc_seg": 98.03759, "loss": 0.04282, "time": 0.54901} {"mode": "train", "epoch": 35, "iter": 6450, "lr": 0.00015, "memory": 52051, "data_time": 0.00983, "decode.loss_ce": 0.0433, "decode.acc_seg": 97.99258, "loss": 0.0433, "time": 0.54837} {"mode": "train", "epoch": 35, "iter": 6500, "lr": 0.00015, "memory": 52051, "data_time": 0.00992, "decode.loss_ce": 0.0434, "decode.acc_seg": 97.99251, "loss": 0.0434, "time": 0.54588} {"mode": "train", "epoch": 36, "iter": 6550, "lr": 0.00015, "memory": 52051, "data_time": 0.0572, "decode.loss_ce": 0.04316, "decode.acc_seg": 98.04106, "loss": 0.04316, "time": 0.59344} {"mode": "train", "epoch": 36, "iter": 6600, "lr": 0.00015, "memory": 52051, "data_time": 0.00986, "decode.loss_ce": 0.04229, "decode.acc_seg": 98.03679, "loss": 0.04229, "time": 0.54665} {"mode": "train", "epoch": 36, "iter": 6650, "lr": 0.00015, "memory": 52051, "data_time": 0.00948, "decode.loss_ce": 0.04222, "decode.acc_seg": 98.03298, "loss": 0.04222, "time": 0.5491} {"mode": "train", "epoch": 37, "iter": 6700, "lr": 0.00015, "memory": 52051, "data_time": 0.05662, "decode.loss_ce": 0.0433, "decode.acc_seg": 98.00646, "loss": 0.0433, "time": 0.59584} {"mode": "train", "epoch": 37, "iter": 6750, "lr": 0.00015, "memory": 52051, "data_time": 0.00953, "decode.loss_ce": 0.04116, "decode.acc_seg": 98.11312, "loss": 0.04116, "time": 0.54508} {"mode": "train", "epoch": 37, "iter": 6800, "lr": 0.00015, "memory": 52051, "data_time": 0.00991, "decode.loss_ce": 0.041, "decode.acc_seg": 98.07079, "loss": 0.041, "time": 0.54741} {"mode": "train", "epoch": 37, "iter": 6850, "lr": 0.00015, "memory": 52051, "data_time": 0.0097, "decode.loss_ce": 0.04406, "decode.acc_seg": 97.97586, "loss": 0.04406, "time": 0.54849} {"mode": "train", "epoch": 38, "iter": 6900, "lr": 0.00015, "memory": 52051, "data_time": 0.05599, "decode.loss_ce": 0.04277, "decode.acc_seg": 98.03405, "loss": 0.04277, "time": 0.59104} {"mode": "train", "epoch": 38, "iter": 6950, "lr": 0.00015, "memory": 52051, "data_time": 0.00954, "decode.loss_ce": 0.04513, "decode.acc_seg": 97.9728, "loss": 0.04513, "time": 0.54596} {"mode": "train", "epoch": 38, "iter": 7000, "lr": 0.00015, "memory": 52051, "data_time": 0.00967, "decode.loss_ce": 0.04453, "decode.acc_seg": 98.00311, "loss": 0.04453, "time": 0.54738} {"mode": "train", "epoch": 38, "iter": 7050, "lr": 0.00015, "memory": 52051, "data_time": 0.01007, "decode.loss_ce": 0.04187, "decode.acc_seg": 98.04381, "loss": 0.04187, "time": 0.54541} {"mode": "train", "epoch": 39, "iter": 7100, "lr": 0.00015, "memory": 52051, "data_time": 0.05652, "decode.loss_ce": 0.04319, "decode.acc_seg": 98.05767, "loss": 0.04319, "time": 0.59348} {"mode": "train", "epoch": 39, "iter": 7150, "lr": 0.00015, "memory": 52051, "data_time": 0.00963, "decode.loss_ce": 0.04083, "decode.acc_seg": 98.1153, "loss": 0.04083, "time": 0.54633} {"mode": "train", "epoch": 39, "iter": 7200, "lr": 0.00015, "memory": 52051, "data_time": 0.00983, "decode.loss_ce": 0.04267, "decode.acc_seg": 98.02276, "loss": 0.04267, "time": 0.54744} {"mode": "train", "epoch": 39, "iter": 7250, "lr": 0.00015, "memory": 52051, "data_time": 0.01022, "decode.loss_ce": 0.0445, "decode.acc_seg": 97.97489, "loss": 0.0445, "time": 0.54626} {"mode": "train", "epoch": 40, "iter": 7300, "lr": 0.00015, "memory": 52051, "data_time": 0.05911, "decode.loss_ce": 0.04157, "decode.acc_seg": 98.04717, "loss": 0.04157, "time": 0.59608} {"mode": "train", "epoch": 40, "iter": 7350, "lr": 0.00015, "memory": 52051, "data_time": 0.01262, "decode.loss_ce": 0.0429, "decode.acc_seg": 98.02748, "loss": 0.0429, "time": 0.54692} {"mode": "train", "epoch": 40, "iter": 7400, "lr": 0.00015, "memory": 52051, "data_time": 0.01268, "decode.loss_ce": 0.04104, "decode.acc_seg": 98.09234, "loss": 0.04104, "time": 0.54716} {"mode": "train", "epoch": 41, "iter": 7450, "lr": 0.00015, "memory": 52051, "data_time": 0.06034, "decode.loss_ce": 0.04402, "decode.acc_seg": 97.94381, "loss": 0.04402, "time": 0.5966} {"mode": "train", "epoch": 41, "iter": 7500, "lr": 0.00015, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.04323, "decode.acc_seg": 98.03568, "loss": 0.04323, "time": 0.54729} {"mode": "train", "epoch": 41, "iter": 7550, "lr": 0.00015, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.0426, "decode.acc_seg": 98.04032, "loss": 0.0426, "time": 0.54928} {"mode": "train", "epoch": 41, "iter": 7600, "lr": 0.00015, "memory": 52051, "data_time": 0.01282, "decode.loss_ce": 0.04245, "decode.acc_seg": 98.04974, "loss": 0.04245, "time": 0.54949} {"mode": "train", "epoch": 42, "iter": 7650, "lr": 0.00015, "memory": 52051, "data_time": 0.06027, "decode.loss_ce": 0.04314, "decode.acc_seg": 98.0354, "loss": 0.04314, "time": 0.59738} {"mode": "train", "epoch": 42, "iter": 7700, "lr": 0.00015, "memory": 52051, "data_time": 0.01245, "decode.loss_ce": 0.04189, "decode.acc_seg": 98.05732, "loss": 0.04189, "time": 0.54694} {"mode": "train", "epoch": 42, "iter": 7750, "lr": 0.00015, "memory": 52051, "data_time": 0.0123, "decode.loss_ce": 0.04158, "decode.acc_seg": 98.06644, "loss": 0.04158, "time": 0.54571} {"mode": "train", "epoch": 42, "iter": 7800, "lr": 0.00015, "memory": 52051, "data_time": 0.01214, "decode.loss_ce": 0.04269, "decode.acc_seg": 98.03407, "loss": 0.04269, "time": 0.54754} {"mode": "train", "epoch": 43, "iter": 7850, "lr": 0.00015, "memory": 52051, "data_time": 0.05941, "decode.loss_ce": 0.04345, "decode.acc_seg": 98.01277, "loss": 0.04345, "time": 0.59741} {"mode": "train", "epoch": 43, "iter": 7900, "lr": 0.00015, "memory": 52051, "data_time": 0.01195, "decode.loss_ce": 0.04313, "decode.acc_seg": 98.00936, "loss": 0.04313, "time": 0.54712} {"mode": "train", "epoch": 43, "iter": 7950, "lr": 0.00015, "memory": 52051, "data_time": 0.0124, "decode.loss_ce": 0.04228, "decode.acc_seg": 98.05269, "loss": 0.04228, "time": 0.54877} {"mode": "train", "epoch": 44, "iter": 8000, "lr": 0.00015, "memory": 52051, "data_time": 0.05911, "decode.loss_ce": 0.04256, "decode.acc_seg": 98.04846, "loss": 0.04256, "time": 0.59312} {"mode": "train", "epoch": 44, "iter": 8050, "lr": 0.00015, "memory": 52051, "data_time": 0.01263, "decode.loss_ce": 0.04124, "decode.acc_seg": 98.08353, "loss": 0.04124, "time": 0.54666} {"mode": "train", "epoch": 44, "iter": 8100, "lr": 0.00015, "memory": 52051, "data_time": 0.0124, "decode.loss_ce": 0.04309, "decode.acc_seg": 98.0074, "loss": 0.04309, "time": 0.54464} {"mode": "train", "epoch": 44, "iter": 8150, "lr": 0.00015, "memory": 52051, "data_time": 0.01236, "decode.loss_ce": 0.04271, "decode.acc_seg": 98.02095, "loss": 0.04271, "time": 0.54751} {"mode": "train", "epoch": 45, "iter": 8200, "lr": 0.00015, "memory": 52051, "data_time": 0.05834, "decode.loss_ce": 0.04085, "decode.acc_seg": 98.09792, "loss": 0.04085, "time": 0.59399} {"mode": "train", "epoch": 45, "iter": 8250, "lr": 0.00015, "memory": 52051, "data_time": 0.01226, "decode.loss_ce": 0.04221, "decode.acc_seg": 98.08362, "loss": 0.04221, "time": 0.54814} {"mode": "train", "epoch": 45, "iter": 8300, "lr": 0.00015, "memory": 52051, "data_time": 0.01205, "decode.loss_ce": 0.04083, "decode.acc_seg": 98.10781, "loss": 0.04083, "time": 0.54713} {"mode": "train", "epoch": 45, "iter": 8350, "lr": 0.00015, "memory": 52051, "data_time": 0.01273, "decode.loss_ce": 0.04264, "decode.acc_seg": 98.01588, "loss": 0.04264, "time": 0.54525} {"mode": "train", "epoch": 46, "iter": 8400, "lr": 0.00015, "memory": 52051, "data_time": 0.05869, "decode.loss_ce": 0.04265, "decode.acc_seg": 98.03446, "loss": 0.04265, "time": 0.59129} {"mode": "train", "epoch": 46, "iter": 8450, "lr": 0.00015, "memory": 52051, "data_time": 0.01246, "decode.loss_ce": 0.04204, "decode.acc_seg": 98.0603, "loss": 0.04204, "time": 0.54611} {"mode": "train", "epoch": 46, "iter": 8500, "lr": 0.00015, "memory": 52051, "data_time": 0.01211, "decode.loss_ce": 0.04074, "decode.acc_seg": 98.09722, "loss": 0.04074, "time": 0.54488} {"mode": "train", "epoch": 46, "iter": 8550, "lr": 0.00015, "memory": 52051, "data_time": 0.01272, "decode.loss_ce": 0.04294, "decode.acc_seg": 98.01379, "loss": 0.04294, "time": 0.54743} {"mode": "train", "epoch": 47, "iter": 8600, "lr": 0.00015, "memory": 52051, "data_time": 0.05989, "decode.loss_ce": 0.04233, "decode.acc_seg": 98.05253, "loss": 0.04233, "time": 0.59588} {"mode": "train", "epoch": 47, "iter": 8650, "lr": 0.00015, "memory": 52051, "data_time": 0.01287, "decode.loss_ce": 0.04223, "decode.acc_seg": 98.02706, "loss": 0.04223, "time": 0.54807} {"mode": "train", "epoch": 47, "iter": 8700, "lr": 0.00015, "memory": 52051, "data_time": 0.01247, "decode.loss_ce": 0.0421, "decode.acc_seg": 98.05302, "loss": 0.0421, "time": 0.5498} {"mode": "train", "epoch": 48, "iter": 8750, "lr": 0.00015, "memory": 52051, "data_time": 0.05908, "decode.loss_ce": 0.04261, "decode.acc_seg": 98.00389, "loss": 0.04261, "time": 0.59583} {"mode": "train", "epoch": 48, "iter": 8800, "lr": 0.00015, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.04292, "decode.acc_seg": 98.06193, "loss": 0.04292, "time": 0.54772} {"mode": "train", "epoch": 48, "iter": 8850, "lr": 0.00015, "memory": 52051, "data_time": 0.01297, "decode.loss_ce": 0.04174, "decode.acc_seg": 98.05957, "loss": 0.04174, "time": 0.54638} {"mode": "train", "epoch": 48, "iter": 8900, "lr": 0.00015, "memory": 52051, "data_time": 0.01264, "decode.loss_ce": 0.04345, "decode.acc_seg": 97.99554, "loss": 0.04345, "time": 0.54696} {"mode": "train", "epoch": 49, "iter": 8950, "lr": 0.00015, "memory": 52051, "data_time": 0.05896, "decode.loss_ce": 0.04222, "decode.acc_seg": 98.06119, "loss": 0.04222, "time": 0.59694} {"mode": "train", "epoch": 49, "iter": 9000, "lr": 0.00015, "memory": 52051, "data_time": 0.0126, "decode.loss_ce": 0.04096, "decode.acc_seg": 98.07906, "loss": 0.04096, "time": 0.54743} {"mode": "train", "epoch": 49, "iter": 9050, "lr": 0.00015, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.04227, "decode.acc_seg": 98.04578, "loss": 0.04227, "time": 0.54755} {"mode": "train", "epoch": 49, "iter": 9100, "lr": 0.00015, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.04305, "decode.acc_seg": 98.03276, "loss": 0.04305, "time": 0.54815} {"mode": "train", "epoch": 50, "iter": 9150, "lr": 0.00015, "memory": 52051, "data_time": 0.05967, "decode.loss_ce": 0.04388, "decode.acc_seg": 98.02521, "loss": 0.04388, "time": 0.59223} {"mode": "train", "epoch": 50, "iter": 9200, "lr": 0.00015, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.04376, "decode.acc_seg": 98.02711, "loss": 0.04376, "time": 0.54844} {"mode": "train", "epoch": 50, "iter": 9250, "lr": 0.00015, "memory": 52051, "data_time": 0.01278, "decode.loss_ce": 0.04342, "decode.acc_seg": 98.00132, "loss": 0.04342, "time": 0.54671} {"mode": "train", "epoch": 50, "iter": 9300, "lr": 0.00015, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.04232, "decode.acc_seg": 98.06276, "loss": 0.04232, "time": 0.54956} {"mode": "train", "epoch": 51, "iter": 9350, "lr": 0.00015, "memory": 52051, "data_time": 0.06018, "decode.loss_ce": 0.04331, "decode.acc_seg": 98.01936, "loss": 0.04331, "time": 0.59801} {"mode": "train", "epoch": 51, "iter": 9400, "lr": 0.00015, "memory": 52051, "data_time": 0.01262, "decode.loss_ce": 0.04194, "decode.acc_seg": 98.06556, "loss": 0.04194, "time": 0.54789} {"mode": "train", "epoch": 51, "iter": 9450, "lr": 0.00015, "memory": 52051, "data_time": 0.01288, "decode.loss_ce": 0.04077, "decode.acc_seg": 98.07389, "loss": 0.04077, "time": 0.54911} {"mode": "train", "epoch": 52, "iter": 9500, "lr": 0.00015, "memory": 52051, "data_time": 0.06009, "decode.loss_ce": 0.04349, "decode.acc_seg": 98.00463, "loss": 0.04349, "time": 0.59566} {"mode": "train", "epoch": 52, "iter": 9550, "lr": 0.00015, "memory": 52051, "data_time": 0.01271, "decode.loss_ce": 0.04119, "decode.acc_seg": 98.11087, "loss": 0.04119, "time": 0.54778} {"mode": "train", "epoch": 52, "iter": 9600, "lr": 0.00015, "memory": 52051, "data_time": 0.01279, "decode.loss_ce": 0.04281, "decode.acc_seg": 98.02708, "loss": 0.04281, "time": 0.54614} {"mode": "train", "epoch": 52, "iter": 9650, "lr": 0.00015, "memory": 52051, "data_time": 0.01277, "decode.loss_ce": 0.04402, "decode.acc_seg": 97.98986, "loss": 0.04402, "time": 0.54477} {"mode": "train", "epoch": 53, "iter": 9700, "lr": 0.00015, "memory": 52051, "data_time": 0.0612, "decode.loss_ce": 0.04238, "decode.acc_seg": 98.05854, "loss": 0.04238, "time": 0.59635} {"mode": "train", "epoch": 53, "iter": 9750, "lr": 0.00015, "memory": 52051, "data_time": 0.01274, "decode.loss_ce": 0.04227, "decode.acc_seg": 98.07232, "loss": 0.04227, "time": 0.54997} {"mode": "train", "epoch": 53, "iter": 9800, "lr": 0.00015, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.04268, "decode.acc_seg": 98.05654, "loss": 0.04268, "time": 0.54654} {"mode": "train", "epoch": 53, "iter": 9850, "lr": 0.00015, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.04319, "decode.acc_seg": 97.9975, "loss": 0.04319, "time": 0.54831} {"mode": "train", "epoch": 54, "iter": 9900, "lr": 0.00015, "memory": 52051, "data_time": 0.06032, "decode.loss_ce": 0.04312, "decode.acc_seg": 98.01909, "loss": 0.04312, "time": 0.59544} {"mode": "train", "epoch": 54, "iter": 9950, "lr": 0.00015, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.04226, "decode.acc_seg": 98.04883, "loss": 0.04226, "time": 0.54795} {"mode": "train", "epoch": 54, "iter": 10000, "lr": 0.00015, "memory": 52051, "data_time": 0.0128, "decode.loss_ce": 0.04351, "decode.acc_seg": 98.00852, "loss": 0.04351, "time": 0.54795} {"mode": "train", "epoch": 55, "iter": 10050, "lr": 0.00015, "memory": 52051, "data_time": 0.05931, "decode.loss_ce": 0.04172, "decode.acc_seg": 98.05777, "loss": 0.04172, "time": 0.59584} {"mode": "train", "epoch": 55, "iter": 10100, "lr": 0.00015, "memory": 52051, "data_time": 0.0124, "decode.loss_ce": 0.04329, "decode.acc_seg": 97.99022, "loss": 0.04329, "time": 0.54747} {"mode": "train", "epoch": 55, "iter": 10150, "lr": 0.00015, "memory": 52051, "data_time": 0.0127, "decode.loss_ce": 0.0419, "decode.acc_seg": 98.08356, "loss": 0.0419, "time": 0.54696} {"mode": "train", "epoch": 55, "iter": 10200, "lr": 0.00015, "memory": 52051, "data_time": 0.01283, "decode.loss_ce": 0.0407, "decode.acc_seg": 98.09224, "loss": 0.0407, "time": 0.54886} {"mode": "train", "epoch": 56, "iter": 10250, "lr": 0.00015, "memory": 52051, "data_time": 0.05934, "decode.loss_ce": 0.04376, "decode.acc_seg": 97.97172, "loss": 0.04376, "time": 0.59754} {"mode": "train", "epoch": 56, "iter": 10300, "lr": 0.00015, "memory": 52051, "data_time": 0.01251, "decode.loss_ce": 0.04206, "decode.acc_seg": 98.06812, "loss": 0.04206, "time": 0.54616} {"mode": "train", "epoch": 56, "iter": 10350, "lr": 0.00015, "memory": 52051, "data_time": 0.01264, "decode.loss_ce": 0.0433, "decode.acc_seg": 97.99865, "loss": 0.0433, "time": 0.5449} {"mode": "train", "epoch": 56, "iter": 10400, "lr": 0.00015, "memory": 52051, "data_time": 0.01289, "decode.loss_ce": 0.04454, "decode.acc_seg": 97.96653, "loss": 0.04454, "time": 0.54983} {"mode": "train", "epoch": 57, "iter": 10450, "lr": 0.00015, "memory": 52051, "data_time": 0.06057, "decode.loss_ce": 0.04215, "decode.acc_seg": 98.0785, "loss": 0.04215, "time": 0.59279} {"mode": "train", "epoch": 57, "iter": 10500, "lr": 0.00015, "memory": 52051, "data_time": 0.01297, "decode.loss_ce": 0.04277, "decode.acc_seg": 98.01911, "loss": 0.04277, "time": 0.54859} {"mode": "train", "epoch": 57, "iter": 10550, "lr": 0.00015, "memory": 52051, "data_time": 0.01258, "decode.loss_ce": 0.04152, "decode.acc_seg": 98.08644, "loss": 0.04152, "time": 0.54875} {"mode": "train", "epoch": 57, "iter": 10600, "lr": 0.00015, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.04101, "decode.acc_seg": 98.08395, "loss": 0.04101, "time": 0.54966} {"mode": "train", "epoch": 58, "iter": 10650, "lr": 0.00015, "memory": 52051, "data_time": 0.05985, "decode.loss_ce": 0.0413, "decode.acc_seg": 98.08023, "loss": 0.0413, "time": 0.59591} {"mode": "train", "epoch": 58, "iter": 10700, "lr": 0.00015, "memory": 52051, "data_time": 0.01286, "decode.loss_ce": 0.0424, "decode.acc_seg": 98.01466, "loss": 0.0424, "time": 0.54847} {"mode": "train", "epoch": 58, "iter": 10750, "lr": 0.00015, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.04224, "decode.acc_seg": 98.08611, "loss": 0.04224, "time": 0.54809} {"mode": "train", "epoch": 59, "iter": 10800, "lr": 0.00015, "memory": 52051, "data_time": 0.05906, "decode.loss_ce": 0.04423, "decode.acc_seg": 97.97833, "loss": 0.04423, "time": 0.59516} {"mode": "train", "epoch": 59, "iter": 10850, "lr": 0.00015, "memory": 52051, "data_time": 0.0128, "decode.loss_ce": 0.04168, "decode.acc_seg": 98.07615, "loss": 0.04168, "time": 0.54615} {"mode": "train", "epoch": 59, "iter": 10900, "lr": 0.00015, "memory": 52051, "data_time": 0.01246, "decode.loss_ce": 0.04156, "decode.acc_seg": 98.08518, "loss": 0.04156, "time": 0.54498} {"mode": "train", "epoch": 59, "iter": 10950, "lr": 0.00015, "memory": 52051, "data_time": 0.0124, "decode.loss_ce": 0.04274, "decode.acc_seg": 98.0345, "loss": 0.04274, "time": 0.54801} {"mode": "train", "epoch": 60, "iter": 11000, "lr": 0.00015, "memory": 52051, "data_time": 0.06035, "decode.loss_ce": 0.04188, "decode.acc_seg": 98.05938, "loss": 0.04188, "time": 0.59543} {"mode": "train", "epoch": 60, "iter": 11050, "lr": 0.00015, "memory": 52051, "data_time": 0.01183, "decode.loss_ce": 0.04166, "decode.acc_seg": 98.07187, "loss": 0.04166, "time": 0.54619} {"mode": "train", "epoch": 60, "iter": 11100, "lr": 0.00015, "memory": 52051, "data_time": 0.0124, "decode.loss_ce": 0.04272, "decode.acc_seg": 98.03081, "loss": 0.04272, "time": 0.54766} {"mode": "train", "epoch": 60, "iter": 11150, "lr": 0.00015, "memory": 52051, "data_time": 0.01235, "decode.loss_ce": 0.04181, "decode.acc_seg": 98.05965, "loss": 0.04181, "time": 0.54906} {"mode": "train", "epoch": 61, "iter": 11200, "lr": 0.00015, "memory": 52051, "data_time": 0.05843, "decode.loss_ce": 0.04329, "decode.acc_seg": 98.03833, "loss": 0.04329, "time": 0.59469} {"mode": "train", "epoch": 61, "iter": 11250, "lr": 0.00015, "memory": 52051, "data_time": 0.01276, "decode.loss_ce": 0.04348, "decode.acc_seg": 98.00715, "loss": 0.04348, "time": 0.54689} {"mode": "train", "epoch": 61, "iter": 11300, "lr": 0.00015, "memory": 52051, "data_time": 0.01257, "decode.loss_ce": 0.04239, "decode.acc_seg": 98.06186, "loss": 0.04239, "time": 0.54796} {"mode": "train", "epoch": 62, "iter": 11350, "lr": 0.00015, "memory": 52051, "data_time": 0.06081, "decode.loss_ce": 0.04281, "decode.acc_seg": 98.00073, "loss": 0.04281, "time": 0.59755} {"mode": "train", "epoch": 62, "iter": 11400, "lr": 0.00015, "memory": 52051, "data_time": 0.01269, "decode.loss_ce": 0.04209, "decode.acc_seg": 98.06276, "loss": 0.04209, "time": 0.54647} {"mode": "train", "epoch": 62, "iter": 11450, "lr": 0.00015, "memory": 52051, "data_time": 0.01294, "decode.loss_ce": 0.04189, "decode.acc_seg": 98.05847, "loss": 0.04189, "time": 0.5495} {"mode": "train", "epoch": 62, "iter": 11500, "lr": 0.00015, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.0434, "decode.acc_seg": 97.97255, "loss": 0.0434, "time": 0.54788} {"mode": "train", "epoch": 63, "iter": 11550, "lr": 0.00015, "memory": 52051, "data_time": 0.05857, "decode.loss_ce": 0.04319, "decode.acc_seg": 98.00649, "loss": 0.04319, "time": 0.59687} {"mode": "train", "epoch": 63, "iter": 11600, "lr": 0.00015, "memory": 52051, "data_time": 0.01277, "decode.loss_ce": 0.04314, "decode.acc_seg": 98.0249, "loss": 0.04314, "time": 0.54688} {"mode": "train", "epoch": 63, "iter": 11650, "lr": 0.00015, "memory": 52051, "data_time": 0.01298, "decode.loss_ce": 0.04273, "decode.acc_seg": 98.02916, "loss": 0.04273, "time": 0.54798} {"mode": "train", "epoch": 63, "iter": 11700, "lr": 0.00015, "memory": 52051, "data_time": 0.01206, "decode.loss_ce": 0.04184, "decode.acc_seg": 98.05778, "loss": 0.04184, "time": 0.54492} {"mode": "train", "epoch": 64, "iter": 11750, "lr": 0.00015, "memory": 52051, "data_time": 0.05953, "decode.loss_ce": 0.04098, "decode.acc_seg": 98.09221, "loss": 0.04098, "time": 0.59663} {"mode": "train", "epoch": 64, "iter": 11800, "lr": 0.00015, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.04229, "decode.acc_seg": 98.07291, "loss": 0.04229, "time": 0.54862} {"mode": "train", "epoch": 64, "iter": 11850, "lr": 0.00015, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.04334, "decode.acc_seg": 97.99748, "loss": 0.04334, "time": 0.54946} {"mode": "train", "epoch": 64, "iter": 11900, "lr": 0.00015, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.04249, "decode.acc_seg": 98.01982, "loss": 0.04249, "time": 0.54953} {"mode": "train", "epoch": 65, "iter": 11950, "lr": 0.00015, "memory": 52051, "data_time": 0.06037, "decode.loss_ce": 0.0412, "decode.acc_seg": 98.10483, "loss": 0.0412, "time": 0.59614} {"mode": "train", "epoch": 65, "iter": 12000, "lr": 0.00015, "memory": 52051, "data_time": 0.01354, "decode.loss_ce": 0.04198, "decode.acc_seg": 98.06901, "loss": 0.04198, "time": 0.55089} {"mode": "train", "epoch": 65, "iter": 12050, "lr": 0.00015, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.04164, "decode.acc_seg": 98.09614, "loss": 0.04164, "time": 0.54788} {"mode": "train", "epoch": 66, "iter": 12100, "lr": 0.00015, "memory": 52051, "data_time": 0.06036, "decode.loss_ce": 0.04256, "decode.acc_seg": 98.05111, "loss": 0.04256, "time": 0.59649} {"mode": "train", "epoch": 66, "iter": 12150, "lr": 0.00015, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.04307, "decode.acc_seg": 98.01677, "loss": 0.04307, "time": 0.5494} {"mode": "train", "epoch": 66, "iter": 12200, "lr": 0.00015, "memory": 52051, "data_time": 0.01288, "decode.loss_ce": 0.04151, "decode.acc_seg": 98.05585, "loss": 0.04151, "time": 0.54845} {"mode": "train", "epoch": 66, "iter": 12250, "lr": 0.00015, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.04131, "decode.acc_seg": 98.09021, "loss": 0.04131, "time": 0.54696} {"mode": "train", "epoch": 67, "iter": 12300, "lr": 0.00015, "memory": 52051, "data_time": 0.05948, "decode.loss_ce": 0.04113, "decode.acc_seg": 98.10065, "loss": 0.04113, "time": 0.59825} {"mode": "train", "epoch": 67, "iter": 12350, "lr": 0.00015, "memory": 52051, "data_time": 0.01252, "decode.loss_ce": 0.04291, "decode.acc_seg": 98.02989, "loss": 0.04291, "time": 0.54706} {"mode": "train", "epoch": 67, "iter": 12400, "lr": 0.00015, "memory": 52051, "data_time": 0.01335, "decode.loss_ce": 0.04307, "decode.acc_seg": 98.02862, "loss": 0.04307, "time": 0.55037} {"mode": "train", "epoch": 67, "iter": 12450, "lr": 0.00015, "memory": 52051, "data_time": 0.01266, "decode.loss_ce": 0.04052, "decode.acc_seg": 98.12321, "loss": 0.04052, "time": 0.54694} {"mode": "train", "epoch": 68, "iter": 12500, "lr": 0.00015, "memory": 52051, "data_time": 0.06109, "decode.loss_ce": 0.04147, "decode.acc_seg": 98.07985, "loss": 0.04147, "time": 0.59761} {"mode": "train", "epoch": 68, "iter": 12550, "lr": 0.00015, "memory": 52051, "data_time": 0.01283, "decode.loss_ce": 0.04238, "decode.acc_seg": 98.05044, "loss": 0.04238, "time": 0.54867} {"mode": "train", "epoch": 68, "iter": 12600, "lr": 0.00015, "memory": 52051, "data_time": 0.01266, "decode.loss_ce": 0.04284, "decode.acc_seg": 98.03643, "loss": 0.04284, "time": 0.54765} {"mode": "train", "epoch": 69, "iter": 12650, "lr": 0.00015, "memory": 52051, "data_time": 0.06036, "decode.loss_ce": 0.04187, "decode.acc_seg": 98.07368, "loss": 0.04187, "time": 0.59678} {"mode": "train", "epoch": 69, "iter": 12700, "lr": 0.00015, "memory": 52051, "data_time": 0.01288, "decode.loss_ce": 0.04186, "decode.acc_seg": 98.07014, "loss": 0.04186, "time": 0.54747} {"mode": "train", "epoch": 69, "iter": 12750, "lr": 0.00015, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.04139, "decode.acc_seg": 98.08342, "loss": 0.04139, "time": 0.54809} {"mode": "train", "epoch": 69, "iter": 12800, "lr": 0.00015, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.04129, "decode.acc_seg": 98.07842, "loss": 0.04129, "time": 0.54755} {"mode": "train", "epoch": 70, "iter": 12850, "lr": 0.00015, "memory": 52051, "data_time": 0.06006, "decode.loss_ce": 0.04237, "decode.acc_seg": 98.05498, "loss": 0.04237, "time": 0.59506} {"mode": "train", "epoch": 70, "iter": 12900, "lr": 0.00015, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.04265, "decode.acc_seg": 98.04492, "loss": 0.04265, "time": 0.54644} {"mode": "train", "epoch": 70, "iter": 12950, "lr": 0.00015, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.04076, "decode.acc_seg": 98.11402, "loss": 0.04076, "time": 0.54677} {"mode": "train", "epoch": 70, "iter": 13000, "lr": 0.00015, "memory": 52051, "data_time": 0.01293, "decode.loss_ce": 0.04339, "decode.acc_seg": 98.02158, "loss": 0.04339, "time": 0.54771} {"mode": "train", "epoch": 71, "iter": 13050, "lr": 0.00015, "memory": 52051, "data_time": 0.0596, "decode.loss_ce": 0.04304, "decode.acc_seg": 97.99465, "loss": 0.04304, "time": 0.59608} {"mode": "train", "epoch": 71, "iter": 13100, "lr": 0.00015, "memory": 52051, "data_time": 0.01278, "decode.loss_ce": 0.04369, "decode.acc_seg": 97.99701, "loss": 0.04369, "time": 0.54462} {"mode": "train", "epoch": 71, "iter": 13150, "lr": 0.00015, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.04121, "decode.acc_seg": 98.10563, "loss": 0.04121, "time": 0.54577} {"mode": "train", "epoch": 71, "iter": 13200, "lr": 0.00015, "memory": 52051, "data_time": 0.01296, "decode.loss_ce": 0.04136, "decode.acc_seg": 98.06228, "loss": 0.04136, "time": 0.54816} {"mode": "train", "epoch": 72, "iter": 13250, "lr": 0.00015, "memory": 52051, "data_time": 0.05956, "decode.loss_ce": 0.04172, "decode.acc_seg": 98.04685, "loss": 0.04172, "time": 0.59749} {"mode": "train", "epoch": 72, "iter": 13300, "lr": 0.00015, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.04237, "decode.acc_seg": 98.05369, "loss": 0.04237, "time": 0.54956} {"mode": "train", "epoch": 72, "iter": 13350, "lr": 0.00015, "memory": 52051, "data_time": 0.01296, "decode.loss_ce": 0.04187, "decode.acc_seg": 98.0793, "loss": 0.04187, "time": 0.54587} {"mode": "train", "epoch": 73, "iter": 13400, "lr": 0.00015, "memory": 52051, "data_time": 0.06087, "decode.loss_ce": 0.04208, "decode.acc_seg": 98.05737, "loss": 0.04208, "time": 0.59278} {"mode": "train", "epoch": 73, "iter": 13450, "lr": 0.00015, "memory": 52051, "data_time": 0.01293, "decode.loss_ce": 0.04262, "decode.acc_seg": 98.03235, "loss": 0.04262, "time": 0.54844} {"mode": "train", "epoch": 73, "iter": 13500, "lr": 0.00015, "memory": 52051, "data_time": 0.0126, "decode.loss_ce": 0.04162, "decode.acc_seg": 98.07997, "loss": 0.04162, "time": 0.54908} {"mode": "train", "epoch": 73, "iter": 13550, "lr": 0.00015, "memory": 52051, "data_time": 0.01283, "decode.loss_ce": 0.04278, "decode.acc_seg": 98.03097, "loss": 0.04278, "time": 0.54736} {"mode": "train", "epoch": 74, "iter": 13600, "lr": 0.00015, "memory": 52051, "data_time": 0.0597, "decode.loss_ce": 0.04053, "decode.acc_seg": 98.09408, "loss": 0.04053, "time": 0.59803} {"mode": "train", "epoch": 74, "iter": 13650, "lr": 0.00015, "memory": 52051, "data_time": 0.0123, "decode.loss_ce": 0.0433, "decode.acc_seg": 98.02951, "loss": 0.0433, "time": 0.54667} {"mode": "train", "epoch": 74, "iter": 13700, "lr": 0.00015, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.04312, "decode.acc_seg": 98.03284, "loss": 0.04312, "time": 0.54888} {"mode": "train", "epoch": 74, "iter": 13750, "lr": 0.00015, "memory": 52051, "data_time": 0.01234, "decode.loss_ce": 0.04085, "decode.acc_seg": 98.09659, "loss": 0.04085, "time": 0.54748} {"mode": "train", "epoch": 75, "iter": 13800, "lr": 0.00015, "memory": 52051, "data_time": 0.05932, "decode.loss_ce": 0.0428, "decode.acc_seg": 98.04418, "loss": 0.0428, "time": 0.59759} {"mode": "train", "epoch": 75, "iter": 13850, "lr": 0.00015, "memory": 52051, "data_time": 0.01245, "decode.loss_ce": 0.04094, "decode.acc_seg": 98.12984, "loss": 0.04094, "time": 0.54685} {"mode": "train", "epoch": 75, "iter": 13900, "lr": 0.00015, "memory": 52051, "data_time": 0.01298, "decode.loss_ce": 0.04321, "decode.acc_seg": 98.00805, "loss": 0.04321, "time": 0.54797} {"mode": "train", "epoch": 75, "iter": 13950, "lr": 0.00015, "memory": 52051, "data_time": 0.01364, "decode.loss_ce": 0.04162, "decode.acc_seg": 98.05319, "loss": 0.04162, "time": 0.5475} {"mode": "train", "epoch": 76, "iter": 14000, "lr": 0.00015, "memory": 52051, "data_time": 0.05932, "decode.loss_ce": 0.04219, "decode.acc_seg": 98.06828, "loss": 0.04219, "time": 0.59664} {"mode": "train", "epoch": 76, "iter": 14050, "lr": 0.00015, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.04331, "decode.acc_seg": 98.00848, "loss": 0.04331, "time": 0.54602} {"mode": "train", "epoch": 76, "iter": 14100, "lr": 0.00015, "memory": 52051, "data_time": 0.01247, "decode.loss_ce": 0.04042, "decode.acc_seg": 98.1259, "loss": 0.04042, "time": 0.54834} {"mode": "train", "epoch": 77, "iter": 14150, "lr": 0.00015, "memory": 52051, "data_time": 0.05875, "decode.loss_ce": 0.0405, "decode.acc_seg": 98.1315, "loss": 0.0405, "time": 0.59588} {"mode": "train", "epoch": 77, "iter": 14200, "lr": 0.00015, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.04217, "decode.acc_seg": 98.04896, "loss": 0.04217, "time": 0.55073} {"mode": "train", "epoch": 77, "iter": 14250, "lr": 0.00015, "memory": 52051, "data_time": 0.01263, "decode.loss_ce": 0.04222, "decode.acc_seg": 98.04808, "loss": 0.04222, "time": 0.54822} {"mode": "train", "epoch": 77, "iter": 14300, "lr": 0.00015, "memory": 52051, "data_time": 0.01273, "decode.loss_ce": 0.04113, "decode.acc_seg": 98.09666, "loss": 0.04113, "time": 0.54654} {"mode": "train", "epoch": 78, "iter": 14350, "lr": 0.00015, "memory": 52051, "data_time": 0.05977, "decode.loss_ce": 0.04183, "decode.acc_seg": 98.05979, "loss": 0.04183, "time": 0.59554} {"mode": "train", "epoch": 78, "iter": 14400, "lr": 0.00015, "memory": 52051, "data_time": 0.01257, "decode.loss_ce": 0.04226, "decode.acc_seg": 98.06958, "loss": 0.04226, "time": 0.5462} {"mode": "train", "epoch": 78, "iter": 14450, "lr": 0.00015, "memory": 52051, "data_time": 0.01279, "decode.loss_ce": 0.04207, "decode.acc_seg": 98.05335, "loss": 0.04207, "time": 0.54818} {"mode": "train", "epoch": 78, "iter": 14500, "lr": 0.00015, "memory": 52051, "data_time": 0.01244, "decode.loss_ce": 0.04116, "decode.acc_seg": 98.08727, "loss": 0.04116, "time": 0.54575} {"mode": "train", "epoch": 79, "iter": 14550, "lr": 0.00015, "memory": 52051, "data_time": 0.05958, "decode.loss_ce": 0.04113, "decode.acc_seg": 98.11402, "loss": 0.04113, "time": 0.59073} {"mode": "train", "epoch": 79, "iter": 14600, "lr": 0.00015, "memory": 52051, "data_time": 0.01281, "decode.loss_ce": 0.04168, "decode.acc_seg": 98.0789, "loss": 0.04168, "time": 0.54492} {"mode": "train", "epoch": 79, "iter": 14650, "lr": 0.00015, "memory": 52051, "data_time": 0.01246, "decode.loss_ce": 0.04137, "decode.acc_seg": 98.08822, "loss": 0.04137, "time": 0.54835} {"mode": "train", "epoch": 80, "iter": 14700, "lr": 0.00015, "memory": 52051, "data_time": 0.05903, "decode.loss_ce": 0.04129, "decode.acc_seg": 98.10471, "loss": 0.04129, "time": 0.59741} {"mode": "train", "epoch": 80, "iter": 14750, "lr": 0.00015, "memory": 52051, "data_time": 0.01243, "decode.loss_ce": 0.04234, "decode.acc_seg": 98.04632, "loss": 0.04234, "time": 0.54637} {"mode": "train", "epoch": 80, "iter": 14800, "lr": 0.00015, "memory": 52051, "data_time": 0.01255, "decode.loss_ce": 0.04182, "decode.acc_seg": 98.05008, "loss": 0.04182, "time": 0.54917} {"mode": "train", "epoch": 80, "iter": 14850, "lr": 0.00015, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.0419, "decode.acc_seg": 98.08141, "loss": 0.0419, "time": 0.5492} {"mode": "train", "epoch": 81, "iter": 14900, "lr": 0.00015, "memory": 52051, "data_time": 0.05878, "decode.loss_ce": 0.04495, "decode.acc_seg": 97.97669, "loss": 0.04495, "time": 0.59785} {"mode": "train", "epoch": 81, "iter": 14950, "lr": 0.00015, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.04217, "decode.acc_seg": 98.06337, "loss": 0.04217, "time": 0.54787} {"mode": "train", "epoch": 81, "iter": 15000, "lr": 0.00015, "memory": 52051, "data_time": 0.01299, "decode.loss_ce": 0.04172, "decode.acc_seg": 98.05993, "loss": 0.04172, "time": 0.54822} {"mode": "train", "epoch": 81, "iter": 15050, "lr": 0.00015, "memory": 52051, "data_time": 0.01299, "decode.loss_ce": 0.04066, "decode.acc_seg": 98.09001, "loss": 0.04066, "time": 0.54859} {"mode": "train", "epoch": 82, "iter": 15100, "lr": 0.00015, "memory": 52051, "data_time": 0.06084, "decode.loss_ce": 0.0432, "decode.acc_seg": 98.02979, "loss": 0.0432, "time": 0.59862} {"mode": "train", "epoch": 82, "iter": 15150, "lr": 0.00015, "memory": 52051, "data_time": 0.0126, "decode.loss_ce": 0.04182, "decode.acc_seg": 98.0735, "loss": 0.04182, "time": 0.54655} {"mode": "train", "epoch": 82, "iter": 15200, "lr": 0.00015, "memory": 52051, "data_time": 0.01377, "decode.loss_ce": 0.04056, "decode.acc_seg": 98.10523, "loss": 0.04056, "time": 0.55025} {"mode": "train", "epoch": 82, "iter": 15250, "lr": 0.00015, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.042, "decode.acc_seg": 98.05284, "loss": 0.042, "time": 0.54838} {"mode": "train", "epoch": 83, "iter": 15300, "lr": 0.00015, "memory": 52051, "data_time": 0.05835, "decode.loss_ce": 0.04404, "decode.acc_seg": 97.97482, "loss": 0.04404, "time": 0.59694} {"mode": "train", "epoch": 83, "iter": 15350, "lr": 0.00015, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.04227, "decode.acc_seg": 98.05993, "loss": 0.04227, "time": 0.54826} {"mode": "train", "epoch": 83, "iter": 15400, "lr": 0.00015, "memory": 52051, "data_time": 0.01208, "decode.loss_ce": 0.04217, "decode.acc_seg": 98.01815, "loss": 0.04217, "time": 0.547} {"mode": "train", "epoch": 84, "iter": 15450, "lr": 0.00015, "memory": 52051, "data_time": 0.05938, "decode.loss_ce": 0.04246, "decode.acc_seg": 98.05464, "loss": 0.04246, "time": 0.59299} {"mode": "train", "epoch": 84, "iter": 15500, "lr": 0.00015, "memory": 52051, "data_time": 0.01222, "decode.loss_ce": 0.04254, "decode.acc_seg": 98.0509, "loss": 0.04254, "time": 0.54474} {"mode": "train", "epoch": 84, "iter": 15550, "lr": 0.00015, "memory": 52051, "data_time": 0.01246, "decode.loss_ce": 0.04046, "decode.acc_seg": 98.11902, "loss": 0.04046, "time": 0.54865} {"mode": "train", "epoch": 84, "iter": 15600, "lr": 0.00015, "memory": 52051, "data_time": 0.01283, "decode.loss_ce": 0.04255, "decode.acc_seg": 98.02814, "loss": 0.04255, "time": 0.54722} {"mode": "train", "epoch": 85, "iter": 15650, "lr": 0.00015, "memory": 52051, "data_time": 0.05908, "decode.loss_ce": 0.04106, "decode.acc_seg": 98.08131, "loss": 0.04106, "time": 0.59528} {"mode": "train", "epoch": 85, "iter": 15700, "lr": 0.00015, "memory": 52051, "data_time": 0.01292, "decode.loss_ce": 0.04174, "decode.acc_seg": 98.06456, "loss": 0.04174, "time": 0.54712} {"mode": "train", "epoch": 85, "iter": 15750, "lr": 0.00015, "memory": 52051, "data_time": 0.01261, "decode.loss_ce": 0.0424, "decode.acc_seg": 98.05809, "loss": 0.0424, "time": 0.54907} {"mode": "train", "epoch": 85, "iter": 15800, "lr": 0.00015, "memory": 52051, "data_time": 0.01278, "decode.loss_ce": 0.04084, "decode.acc_seg": 98.10521, "loss": 0.04084, "time": 0.5491} {"mode": "train", "epoch": 86, "iter": 15850, "lr": 0.00015, "memory": 52051, "data_time": 0.05894, "decode.loss_ce": 0.0409, "decode.acc_seg": 98.0988, "loss": 0.0409, "time": 0.59806} {"mode": "train", "epoch": 86, "iter": 15900, "lr": 0.00015, "memory": 52051, "data_time": 0.01279, "decode.loss_ce": 0.04174, "decode.acc_seg": 98.07101, "loss": 0.04174, "time": 0.54602} {"mode": "train", "epoch": 86, "iter": 15950, "lr": 0.00015, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.04092, "decode.acc_seg": 98.12187, "loss": 0.04092, "time": 0.54874} {"mode": "train", "epoch": 87, "iter": 16000, "lr": 0.00015, "memory": 52051, "data_time": 0.06017, "decode.loss_ce": 0.04352, "decode.acc_seg": 98.00453, "loss": 0.04352, "time": 0.64361} {"mode": "val", "epoch": 87, "iter": 63, "lr": 0.00015, "mIoU": [0.8142, 0.8142, 0.8143, 0.8143, 0.8144, 0.8144, 0.8144, 0.8145, 0.8146, 0.8146, 0.8146, 0.8147, 0.8147, 0.8148, 0.8148, 0.8148, 0.8148, 0.8148, 0.8149, 0.8149], "copy_paste": "81.42,81.42,81.43,81.43,81.44,81.44,81.44,81.45,81.46,81.46,81.46,81.47,81.47,81.48,81.48,81.48,81.48,81.48,81.49,81.49"} {"mode": "train", "epoch": 87, "iter": 16050, "lr": 0.00015, "memory": 52051, "data_time": 7.70981, "decode.loss_ce": 0.0418, "decode.acc_seg": 98.06313, "loss": 0.0418, "time": 8.24757} {"mode": "train", "epoch": 87, "iter": 16100, "lr": 0.00015, "memory": 52051, "data_time": 0.01388, "decode.loss_ce": 0.04155, "decode.acc_seg": 98.0836, "loss": 0.04155, "time": 0.54929} {"mode": "train", "epoch": 87, "iter": 16150, "lr": 0.00015, "memory": 52051, "data_time": 0.01294, "decode.loss_ce": 0.042, "decode.acc_seg": 98.05831, "loss": 0.042, "time": 0.54849} {"mode": "train", "epoch": 88, "iter": 16200, "lr": 0.00015, "memory": 52051, "data_time": 0.06028, "decode.loss_ce": 0.0413, "decode.acc_seg": 98.08883, "loss": 0.0413, "time": 0.59729} {"mode": "train", "epoch": 88, "iter": 16250, "lr": 0.00015, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.04123, "decode.acc_seg": 98.0824, "loss": 0.04123, "time": 0.55006} {"mode": "train", "epoch": 88, "iter": 16300, "lr": 0.00015, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.04146, "decode.acc_seg": 98.08565, "loss": 0.04146, "time": 0.54712} {"mode": "train", "epoch": 88, "iter": 16350, "lr": 0.00015, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.04235, "decode.acc_seg": 98.03002, "loss": 0.04235, "time": 0.54904} {"mode": "train", "epoch": 89, "iter": 16400, "lr": 0.00015, "memory": 52051, "data_time": 0.06056, "decode.loss_ce": 0.04228, "decode.acc_seg": 98.04343, "loss": 0.04228, "time": 0.59523} {"mode": "train", "epoch": 89, "iter": 16450, "lr": 0.00015, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.0416, "decode.acc_seg": 98.08462, "loss": 0.0416, "time": 0.5468} {"mode": "train", "epoch": 89, "iter": 16500, "lr": 0.00015, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.04232, "decode.acc_seg": 98.01987, "loss": 0.04232, "time": 0.54945} {"mode": "train", "epoch": 89, "iter": 16550, "lr": 0.00015, "memory": 52051, "data_time": 0.01293, "decode.loss_ce": 0.04162, "decode.acc_seg": 98.07585, "loss": 0.04162, "time": 0.54777} {"mode": "train", "epoch": 90, "iter": 16600, "lr": 0.00015, "memory": 52051, "data_time": 0.06002, "decode.loss_ce": 0.04279, "decode.acc_seg": 98.04357, "loss": 0.04279, "time": 0.59723} {"mode": "train", "epoch": 90, "iter": 16650, "lr": 0.00015, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.04247, "decode.acc_seg": 98.06286, "loss": 0.04247, "time": 0.5505} {"mode": "train", "epoch": 90, "iter": 16700, "lr": 0.00015, "memory": 52051, "data_time": 0.01286, "decode.loss_ce": 0.04348, "decode.acc_seg": 98.01435, "loss": 0.04348, "time": 0.54474} {"mode": "train", "epoch": 91, "iter": 16750, "lr": 0.00015, "memory": 52051, "data_time": 0.06096, "decode.loss_ce": 0.04145, "decode.acc_seg": 98.09292, "loss": 0.04145, "time": 0.60012} {"mode": "train", "epoch": 91, "iter": 16800, "lr": 0.00015, "memory": 52051, "data_time": 0.01262, "decode.loss_ce": 0.0409, "decode.acc_seg": 98.11228, "loss": 0.0409, "time": 0.54631} {"mode": "train", "epoch": 91, "iter": 16850, "lr": 0.00015, "memory": 52051, "data_time": 0.01272, "decode.loss_ce": 0.04236, "decode.acc_seg": 98.0712, "loss": 0.04236, "time": 0.54897} {"mode": "train", "epoch": 91, "iter": 16900, "lr": 0.00015, "memory": 52051, "data_time": 0.01291, "decode.loss_ce": 0.0416, "decode.acc_seg": 98.08134, "loss": 0.0416, "time": 0.54619} {"mode": "train", "epoch": 92, "iter": 16950, "lr": 0.00015, "memory": 52051, "data_time": 0.05996, "decode.loss_ce": 0.03928, "decode.acc_seg": 98.14386, "loss": 0.03928, "time": 0.59395} {"mode": "train", "epoch": 92, "iter": 17000, "lr": 0.00015, "memory": 52051, "data_time": 0.01306, "decode.loss_ce": 0.04312, "decode.acc_seg": 98.01631, "loss": 0.04312, "time": 0.54476} {"mode": "train", "epoch": 92, "iter": 17050, "lr": 0.00015, "memory": 52051, "data_time": 0.01223, "decode.loss_ce": 0.04334, "decode.acc_seg": 98.05979, "loss": 0.04334, "time": 0.54597} {"mode": "train", "epoch": 92, "iter": 17100, "lr": 0.00015, "memory": 52051, "data_time": 0.01236, "decode.loss_ce": 0.0411, "decode.acc_seg": 98.09328, "loss": 0.0411, "time": 0.54882} {"mode": "train", "epoch": 93, "iter": 17150, "lr": 0.00015, "memory": 52051, "data_time": 0.06008, "decode.loss_ce": 0.04092, "decode.acc_seg": 98.07109, "loss": 0.04092, "time": 0.59399} {"mode": "train", "epoch": 93, "iter": 17200, "lr": 0.00015, "memory": 52051, "data_time": 0.01226, "decode.loss_ce": 0.04087, "decode.acc_seg": 98.07587, "loss": 0.04087, "time": 0.54631} {"mode": "train", "epoch": 93, "iter": 17250, "lr": 0.00015, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.04351, "decode.acc_seg": 98.00242, "loss": 0.04351, "time": 0.54602} {"mode": "train", "epoch": 94, "iter": 17300, "lr": 0.00015, "memory": 52051, "data_time": 0.05983, "decode.loss_ce": 0.04194, "decode.acc_seg": 98.04243, "loss": 0.04194, "time": 0.59516} {"mode": "train", "epoch": 94, "iter": 17350, "lr": 0.00015, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.04215, "decode.acc_seg": 98.07902, "loss": 0.04215, "time": 0.54826} {"mode": "train", "epoch": 94, "iter": 17400, "lr": 0.00015, "memory": 52051, "data_time": 0.01403, "decode.loss_ce": 0.04036, "decode.acc_seg": 98.11466, "loss": 0.04036, "time": 0.55108} {"mode": "train", "epoch": 94, "iter": 17450, "lr": 0.00015, "memory": 52051, "data_time": 0.01278, "decode.loss_ce": 0.04184, "decode.acc_seg": 98.06358, "loss": 0.04184, "time": 0.54845} {"mode": "train", "epoch": 95, "iter": 17500, "lr": 0.00015, "memory": 52051, "data_time": 0.06132, "decode.loss_ce": 0.04326, "decode.acc_seg": 98.01748, "loss": 0.04326, "time": 0.59616} {"mode": "train", "epoch": 95, "iter": 17550, "lr": 0.00015, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03986, "decode.acc_seg": 98.1444, "loss": 0.03986, "time": 0.54971} {"mode": "train", "epoch": 95, "iter": 17600, "lr": 0.00015, "memory": 52051, "data_time": 0.01294, "decode.loss_ce": 0.04298, "decode.acc_seg": 98.03728, "loss": 0.04298, "time": 0.54639} {"mode": "train", "epoch": 95, "iter": 17650, "lr": 0.00015, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.04113, "decode.acc_seg": 98.08127, "loss": 0.04113, "time": 0.54664} {"mode": "train", "epoch": 96, "iter": 17700, "lr": 0.00015, "memory": 52051, "data_time": 0.06037, "decode.loss_ce": 0.04435, "decode.acc_seg": 98.01769, "loss": 0.04435, "time": 0.59639} {"mode": "train", "epoch": 96, "iter": 17750, "lr": 0.00015, "memory": 52051, "data_time": 0.01381, "decode.loss_ce": 0.04198, "decode.acc_seg": 98.07387, "loss": 0.04198, "time": 0.55054} {"mode": "train", "epoch": 96, "iter": 17800, "lr": 0.00015, "memory": 52051, "data_time": 0.01368, "decode.loss_ce": 0.0419, "decode.acc_seg": 98.08652, "loss": 0.0419, "time": 0.54991} {"mode": "train", "epoch": 96, "iter": 17850, "lr": 0.00015, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.042, "decode.acc_seg": 98.0615, "loss": 0.042, "time": 0.54784} {"mode": "train", "epoch": 97, "iter": 17900, "lr": 0.00015, "memory": 52051, "data_time": 0.05956, "decode.loss_ce": 0.04173, "decode.acc_seg": 98.0516, "loss": 0.04173, "time": 0.59603} {"mode": "train", "epoch": 97, "iter": 17950, "lr": 0.00015, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.04151, "decode.acc_seg": 98.05385, "loss": 0.04151, "time": 0.5468} {"mode": "train", "epoch": 97, "iter": 18000, "lr": 0.00015, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.04317, "decode.acc_seg": 98.01638, "loss": 0.04317, "time": 0.54829} {"mode": "train", "epoch": 98, "iter": 18050, "lr": 0.00015, "memory": 52051, "data_time": 0.06118, "decode.loss_ce": 0.04106, "decode.acc_seg": 98.16665, "loss": 0.04106, "time": 0.59636} {"mode": "train", "epoch": 98, "iter": 18100, "lr": 0.00015, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.0412, "decode.acc_seg": 98.09494, "loss": 0.0412, "time": 0.54544} {"mode": "train", "epoch": 98, "iter": 18150, "lr": 0.00015, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.04158, "decode.acc_seg": 98.09267, "loss": 0.04158, "time": 0.54822} {"mode": "train", "epoch": 98, "iter": 18200, "lr": 0.00015, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.04141, "decode.acc_seg": 98.0793, "loss": 0.04141, "time": 0.54948} {"mode": "train", "epoch": 99, "iter": 18250, "lr": 0.00015, "memory": 52051, "data_time": 0.06026, "decode.loss_ce": 0.04118, "decode.acc_seg": 98.09745, "loss": 0.04118, "time": 0.59865} {"mode": "train", "epoch": 99, "iter": 18300, "lr": 0.00015, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.0412, "decode.acc_seg": 98.06871, "loss": 0.0412, "time": 0.54851} {"mode": "train", "epoch": 99, "iter": 18350, "lr": 0.00015, "memory": 52051, "data_time": 0.01309, "decode.loss_ce": 0.04306, "decode.acc_seg": 98.0036, "loss": 0.04306, "time": 0.54648} {"mode": "train", "epoch": 99, "iter": 18400, "lr": 0.00015, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.04407, "decode.acc_seg": 98.003, "loss": 0.04407, "time": 0.54764} {"mode": "train", "epoch": 100, "iter": 18450, "lr": 0.00015, "memory": 52051, "data_time": 0.05991, "decode.loss_ce": 0.04269, "decode.acc_seg": 98.03236, "loss": 0.04269, "time": 0.59445} {"mode": "train", "epoch": 100, "iter": 18500, "lr": 0.00015, "memory": 52051, "data_time": 0.01289, "decode.loss_ce": 0.04216, "decode.acc_seg": 98.03699, "loss": 0.04216, "time": 0.54866} {"mode": "train", "epoch": 100, "iter": 18550, "lr": 0.00015, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.04338, "decode.acc_seg": 98.01213, "loss": 0.04338, "time": 0.54634} {"mode": "train", "epoch": 100, "iter": 18600, "lr": 0.00015, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.04132, "decode.acc_seg": 98.06965, "loss": 0.04132, "time": 0.54864} {"mode": "train", "epoch": 101, "iter": 18650, "lr": 0.00015, "memory": 52051, "data_time": 0.0587, "decode.loss_ce": 0.04168, "decode.acc_seg": 98.09016, "loss": 0.04168, "time": 0.59511} {"mode": "train", "epoch": 101, "iter": 18700, "lr": 0.00015, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.04203, "decode.acc_seg": 98.08259, "loss": 0.04203, "time": 0.54789} {"mode": "train", "epoch": 101, "iter": 18750, "lr": 0.00015, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.04132, "decode.acc_seg": 98.09178, "loss": 0.04132, "time": 0.54861} {"mode": "train", "epoch": 102, "iter": 18800, "lr": 0.00015, "memory": 52051, "data_time": 0.06074, "decode.loss_ce": 0.04184, "decode.acc_seg": 98.09675, "loss": 0.04184, "time": 0.59649} {"mode": "train", "epoch": 102, "iter": 18850, "lr": 0.00015, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.04256, "decode.acc_seg": 98.03454, "loss": 0.04256, "time": 0.54678} {"mode": "train", "epoch": 102, "iter": 18900, "lr": 0.00015, "memory": 52051, "data_time": 0.01375, "decode.loss_ce": 0.04197, "decode.acc_seg": 98.05804, "loss": 0.04197, "time": 0.54897} {"mode": "train", "epoch": 102, "iter": 18950, "lr": 0.00015, "memory": 52051, "data_time": 0.01301, "decode.loss_ce": 0.04134, "decode.acc_seg": 98.0909, "loss": 0.04134, "time": 0.54791} {"mode": "train", "epoch": 103, "iter": 19000, "lr": 0.00015, "memory": 52051, "data_time": 0.05998, "decode.loss_ce": 0.0411, "decode.acc_seg": 98.11434, "loss": 0.0411, "time": 0.59651} {"mode": "train", "epoch": 103, "iter": 19050, "lr": 0.00015, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.04178, "decode.acc_seg": 98.0584, "loss": 0.04178, "time": 0.54819} {"mode": "train", "epoch": 103, "iter": 19100, "lr": 0.00015, "memory": 52051, "data_time": 0.01296, "decode.loss_ce": 0.04303, "decode.acc_seg": 98.01818, "loss": 0.04303, "time": 0.54973} {"mode": "train", "epoch": 103, "iter": 19150, "lr": 0.00015, "memory": 52051, "data_time": 0.01284, "decode.loss_ce": 0.04111, "decode.acc_seg": 98.11106, "loss": 0.04111, "time": 0.54622} {"mode": "train", "epoch": 104, "iter": 19200, "lr": 0.00015, "memory": 52051, "data_time": 0.06102, "decode.loss_ce": 0.04106, "decode.acc_seg": 98.1039, "loss": 0.04106, "time": 0.59622} {"mode": "train", "epoch": 104, "iter": 19250, "lr": 0.00015, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.0417, "decode.acc_seg": 98.07498, "loss": 0.0417, "time": 0.54657} {"mode": "train", "epoch": 104, "iter": 19300, "lr": 0.00015, "memory": 52051, "data_time": 0.0128, "decode.loss_ce": 0.04327, "decode.acc_seg": 98.00721, "loss": 0.04327, "time": 0.54738} {"mode": "train", "epoch": 105, "iter": 19350, "lr": 0.00015, "memory": 52051, "data_time": 0.05968, "decode.loss_ce": 0.04167, "decode.acc_seg": 98.0599, "loss": 0.04167, "time": 0.59869} {"mode": "train", "epoch": 105, "iter": 19400, "lr": 0.00015, "memory": 52051, "data_time": 0.0126, "decode.loss_ce": 0.04188, "decode.acc_seg": 98.05842, "loss": 0.04188, "time": 0.54237} {"mode": "train", "epoch": 105, "iter": 19450, "lr": 0.00015, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.04263, "decode.acc_seg": 98.05491, "loss": 0.04263, "time": 0.54787} {"mode": "train", "epoch": 105, "iter": 19500, "lr": 0.00015, "memory": 52051, "data_time": 0.01298, "decode.loss_ce": 0.04082, "decode.acc_seg": 98.11319, "loss": 0.04082, "time": 0.54699} {"mode": "train", "epoch": 106, "iter": 19550, "lr": 0.00015, "memory": 52051, "data_time": 0.06002, "decode.loss_ce": 0.04193, "decode.acc_seg": 98.07374, "loss": 0.04193, "time": 0.59657} {"mode": "train", "epoch": 106, "iter": 19600, "lr": 0.00015, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.04132, "decode.acc_seg": 98.08245, "loss": 0.04132, "time": 0.54904} {"mode": "train", "epoch": 106, "iter": 19650, "lr": 0.00015, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.04204, "decode.acc_seg": 98.05538, "loss": 0.04204, "time": 0.54937} {"mode": "train", "epoch": 106, "iter": 19700, "lr": 0.00015, "memory": 52051, "data_time": 0.01361, "decode.loss_ce": 0.04184, "decode.acc_seg": 98.09674, "loss": 0.04184, "time": 0.54997} {"mode": "train", "epoch": 107, "iter": 19750, "lr": 0.00015, "memory": 52051, "data_time": 0.05842, "decode.loss_ce": 0.04039, "decode.acc_seg": 98.12474, "loss": 0.04039, "time": 0.59536} {"mode": "train", "epoch": 107, "iter": 19800, "lr": 0.00015, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.04153, "decode.acc_seg": 98.07806, "loss": 0.04153, "time": 0.5501} {"mode": "train", "epoch": 107, "iter": 19850, "lr": 0.00015, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.04179, "decode.acc_seg": 98.07037, "loss": 0.04179, "time": 0.54848} {"mode": "train", "epoch": 107, "iter": 19900, "lr": 0.00015, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.0419, "decode.acc_seg": 98.07024, "loss": 0.0419, "time": 0.5488} {"mode": "train", "epoch": 108, "iter": 19950, "lr": 0.00015, "memory": 52051, "data_time": 0.06126, "decode.loss_ce": 0.03991, "decode.acc_seg": 98.13481, "loss": 0.03991, "time": 0.5992} {"mode": "train", "epoch": 108, "iter": 20000, "lr": 0.00015, "memory": 52051, "data_time": 0.01357, "decode.loss_ce": 0.04306, "decode.acc_seg": 98.04296, "loss": 0.04306, "time": 0.54497} {"mode": "train", "epoch": 108, "iter": 20050, "lr": 7e-05, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.04099, "decode.acc_seg": 98.09245, "loss": 0.04099, "time": 0.54784} {"mode": "train", "epoch": 109, "iter": 20100, "lr": 7e-05, "memory": 52051, "data_time": 0.06032, "decode.loss_ce": 0.04167, "decode.acc_seg": 98.08242, "loss": 0.04167, "time": 0.59603} {"mode": "train", "epoch": 109, "iter": 20150, "lr": 7e-05, "memory": 52051, "data_time": 0.01245, "decode.loss_ce": 0.04176, "decode.acc_seg": 98.09574, "loss": 0.04176, "time": 0.54323} {"mode": "train", "epoch": 109, "iter": 20200, "lr": 7e-05, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.04089, "decode.acc_seg": 98.11014, "loss": 0.04089, "time": 0.5473} {"mode": "train", "epoch": 109, "iter": 20250, "lr": 7e-05, "memory": 52051, "data_time": 0.01274, "decode.loss_ce": 0.04017, "decode.acc_seg": 98.13755, "loss": 0.04017, "time": 0.54674} {"mode": "train", "epoch": 110, "iter": 20300, "lr": 7e-05, "memory": 52051, "data_time": 0.05997, "decode.loss_ce": 0.04116, "decode.acc_seg": 98.09843, "loss": 0.04116, "time": 0.59603} {"mode": "train", "epoch": 110, "iter": 20350, "lr": 7e-05, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.04194, "decode.acc_seg": 98.09667, "loss": 0.04194, "time": 0.54756} {"mode": "train", "epoch": 110, "iter": 20400, "lr": 7e-05, "memory": 52051, "data_time": 0.01292, "decode.loss_ce": 0.04097, "decode.acc_seg": 98.10421, "loss": 0.04097, "time": 0.5481} {"mode": "train", "epoch": 110, "iter": 20450, "lr": 7e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.04169, "decode.acc_seg": 98.08916, "loss": 0.04169, "time": 0.54698} {"mode": "train", "epoch": 111, "iter": 20500, "lr": 7e-05, "memory": 52051, "data_time": 0.06057, "decode.loss_ce": 0.03874, "decode.acc_seg": 98.17345, "loss": 0.03874, "time": 0.59618} {"mode": "train", "epoch": 111, "iter": 20550, "lr": 7e-05, "memory": 52051, "data_time": 0.01242, "decode.loss_ce": 0.04192, "decode.acc_seg": 98.07945, "loss": 0.04192, "time": 0.55298} {"mode": "train", "epoch": 111, "iter": 20600, "lr": 7e-05, "memory": 52051, "data_time": 0.01383, "decode.loss_ce": 0.03974, "decode.acc_seg": 98.16579, "loss": 0.03974, "time": 0.54817} {"mode": "train", "epoch": 112, "iter": 20650, "lr": 7e-05, "memory": 52051, "data_time": 0.06053, "decode.loss_ce": 0.04001, "decode.acc_seg": 98.1369, "loss": 0.04001, "time": 0.5968} {"mode": "train", "epoch": 112, "iter": 20700, "lr": 7e-05, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03917, "decode.acc_seg": 98.17903, "loss": 0.03917, "time": 0.54962} {"mode": "train", "epoch": 112, "iter": 20750, "lr": 7e-05, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.03997, "decode.acc_seg": 98.13981, "loss": 0.03997, "time": 0.55005} {"mode": "train", "epoch": 112, "iter": 20800, "lr": 7e-05, "memory": 52051, "data_time": 0.01261, "decode.loss_ce": 0.04056, "decode.acc_seg": 98.11806, "loss": 0.04056, "time": 0.54552} {"mode": "train", "epoch": 113, "iter": 20850, "lr": 7e-05, "memory": 52051, "data_time": 0.05935, "decode.loss_ce": 0.03969, "decode.acc_seg": 98.17724, "loss": 0.03969, "time": 0.59646} {"mode": "train", "epoch": 113, "iter": 20900, "lr": 7e-05, "memory": 52051, "data_time": 0.01249, "decode.loss_ce": 0.04057, "decode.acc_seg": 98.14651, "loss": 0.04057, "time": 0.5465} {"mode": "train", "epoch": 113, "iter": 20950, "lr": 7e-05, "memory": 52051, "data_time": 0.01248, "decode.loss_ce": 0.04025, "decode.acc_seg": 98.15282, "loss": 0.04025, "time": 0.54802} {"mode": "train", "epoch": 113, "iter": 21000, "lr": 7e-05, "memory": 52051, "data_time": 0.01254, "decode.loss_ce": 0.03989, "decode.acc_seg": 98.10435, "loss": 0.03989, "time": 0.55032} {"mode": "train", "epoch": 114, "iter": 21050, "lr": 7e-05, "memory": 52051, "data_time": 0.0593, "decode.loss_ce": 0.04023, "decode.acc_seg": 98.13851, "loss": 0.04023, "time": 0.59323} {"mode": "train", "epoch": 114, "iter": 21100, "lr": 7e-05, "memory": 52051, "data_time": 0.0127, "decode.loss_ce": 0.04133, "decode.acc_seg": 98.08629, "loss": 0.04133, "time": 0.54849} {"mode": "train", "epoch": 114, "iter": 21150, "lr": 7e-05, "memory": 52051, "data_time": 0.01233, "decode.loss_ce": 0.04007, "decode.acc_seg": 98.12578, "loss": 0.04007, "time": 0.54843} {"mode": "train", "epoch": 114, "iter": 21200, "lr": 7e-05, "memory": 52051, "data_time": 0.01311, "decode.loss_ce": 0.03967, "decode.acc_seg": 98.17778, "loss": 0.03967, "time": 0.54743} {"mode": "train", "epoch": 115, "iter": 21250, "lr": 7e-05, "memory": 52051, "data_time": 0.05945, "decode.loss_ce": 0.04022, "decode.acc_seg": 98.13102, "loss": 0.04022, "time": 0.5918} {"mode": "train", "epoch": 115, "iter": 21300, "lr": 7e-05, "memory": 52051, "data_time": 0.01237, "decode.loss_ce": 0.04349, "decode.acc_seg": 98.01508, "loss": 0.04349, "time": 0.54378} {"mode": "train", "epoch": 115, "iter": 21350, "lr": 7e-05, "memory": 52051, "data_time": 0.01266, "decode.loss_ce": 0.04034, "decode.acc_seg": 98.10619, "loss": 0.04034, "time": 0.5461} {"mode": "train", "epoch": 116, "iter": 21400, "lr": 7e-05, "memory": 52051, "data_time": 0.05955, "decode.loss_ce": 0.04041, "decode.acc_seg": 98.13546, "loss": 0.04041, "time": 0.59425} {"mode": "train", "epoch": 116, "iter": 21450, "lr": 7e-05, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.04024, "decode.acc_seg": 98.12425, "loss": 0.04024, "time": 0.5493} {"mode": "train", "epoch": 116, "iter": 21500, "lr": 7e-05, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.04004, "decode.acc_seg": 98.14005, "loss": 0.04004, "time": 0.5487} {"mode": "train", "epoch": 116, "iter": 21550, "lr": 7e-05, "memory": 52051, "data_time": 0.01245, "decode.loss_ce": 0.03923, "decode.acc_seg": 98.16814, "loss": 0.03923, "time": 0.54811} {"mode": "train", "epoch": 117, "iter": 21600, "lr": 7e-05, "memory": 52051, "data_time": 0.0598, "decode.loss_ce": 0.03924, "decode.acc_seg": 98.15838, "loss": 0.03924, "time": 0.59822} {"mode": "train", "epoch": 117, "iter": 21650, "lr": 7e-05, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.04161, "decode.acc_seg": 98.06011, "loss": 0.04161, "time": 0.54775} {"mode": "train", "epoch": 117, "iter": 21700, "lr": 7e-05, "memory": 52051, "data_time": 0.01276, "decode.loss_ce": 0.04094, "decode.acc_seg": 98.09495, "loss": 0.04094, "time": 0.54653} {"mode": "train", "epoch": 117, "iter": 21750, "lr": 7e-05, "memory": 52051, "data_time": 0.01247, "decode.loss_ce": 0.04014, "decode.acc_seg": 98.16258, "loss": 0.04014, "time": 0.55026} {"mode": "train", "epoch": 118, "iter": 21800, "lr": 7e-05, "memory": 52051, "data_time": 0.05889, "decode.loss_ce": 0.04071, "decode.acc_seg": 98.13141, "loss": 0.04071, "time": 0.59302} {"mode": "train", "epoch": 118, "iter": 21850, "lr": 7e-05, "memory": 52051, "data_time": 0.01213, "decode.loss_ce": 0.03935, "decode.acc_seg": 98.15351, "loss": 0.03935, "time": 0.54611} {"mode": "train", "epoch": 118, "iter": 21900, "lr": 7e-05, "memory": 52051, "data_time": 0.01257, "decode.loss_ce": 0.04127, "decode.acc_seg": 98.10015, "loss": 0.04127, "time": 0.54916} {"mode": "train", "epoch": 119, "iter": 21950, "lr": 7e-05, "memory": 52051, "data_time": 0.05969, "decode.loss_ce": 0.03949, "decode.acc_seg": 98.18154, "loss": 0.03949, "time": 0.59645} {"mode": "train", "epoch": 119, "iter": 22000, "lr": 7e-05, "memory": 52051, "data_time": 0.01218, "decode.loss_ce": 0.04044, "decode.acc_seg": 98.16112, "loss": 0.04044, "time": 0.54682} {"mode": "train", "epoch": 119, "iter": 22050, "lr": 7e-05, "memory": 52051, "data_time": 0.01238, "decode.loss_ce": 0.04102, "decode.acc_seg": 98.08762, "loss": 0.04102, "time": 0.55085} {"mode": "train", "epoch": 119, "iter": 22100, "lr": 7e-05, "memory": 52051, "data_time": 0.01264, "decode.loss_ce": 0.03986, "decode.acc_seg": 98.1576, "loss": 0.03986, "time": 0.5472} {"mode": "train", "epoch": 120, "iter": 22150, "lr": 7e-05, "memory": 52051, "data_time": 0.05984, "decode.loss_ce": 0.03899, "decode.acc_seg": 98.17057, "loss": 0.03899, "time": 0.5973} {"mode": "train", "epoch": 120, "iter": 22200, "lr": 7e-05, "memory": 52051, "data_time": 0.01259, "decode.loss_ce": 0.03996, "decode.acc_seg": 98.14624, "loss": 0.03996, "time": 0.54901} {"mode": "train", "epoch": 120, "iter": 22250, "lr": 7e-05, "memory": 52051, "data_time": 0.01241, "decode.loss_ce": 0.04184, "decode.acc_seg": 98.07723, "loss": 0.04184, "time": 0.54578} {"mode": "train", "epoch": 120, "iter": 22300, "lr": 7e-05, "memory": 52051, "data_time": 0.01264, "decode.loss_ce": 0.04061, "decode.acc_seg": 98.11524, "loss": 0.04061, "time": 0.54743} {"mode": "train", "epoch": 121, "iter": 22350, "lr": 7e-05, "memory": 52051, "data_time": 0.05963, "decode.loss_ce": 0.04026, "decode.acc_seg": 98.15655, "loss": 0.04026, "time": 0.5972} {"mode": "train", "epoch": 121, "iter": 22400, "lr": 7e-05, "memory": 52051, "data_time": 0.01238, "decode.loss_ce": 0.04178, "decode.acc_seg": 98.08117, "loss": 0.04178, "time": 0.54981} {"mode": "train", "epoch": 121, "iter": 22450, "lr": 7e-05, "memory": 52051, "data_time": 0.01197, "decode.loss_ce": 0.04053, "decode.acc_seg": 98.13022, "loss": 0.04053, "time": 0.54699} {"mode": "train", "epoch": 121, "iter": 22500, "lr": 7e-05, "memory": 52051, "data_time": 0.01243, "decode.loss_ce": 0.03877, "decode.acc_seg": 98.20308, "loss": 0.03877, "time": 0.5469} {"mode": "train", "epoch": 122, "iter": 22550, "lr": 7e-05, "memory": 52051, "data_time": 0.05874, "decode.loss_ce": 0.03939, "decode.acc_seg": 98.168, "loss": 0.03939, "time": 0.59391} {"mode": "train", "epoch": 122, "iter": 22600, "lr": 7e-05, "memory": 52051, "data_time": 0.01292, "decode.loss_ce": 0.03982, "decode.acc_seg": 98.17102, "loss": 0.03982, "time": 0.54704} {"mode": "train", "epoch": 122, "iter": 22650, "lr": 7e-05, "memory": 52051, "data_time": 0.01287, "decode.loss_ce": 0.04054, "decode.acc_seg": 98.1349, "loss": 0.04054, "time": 0.54832} {"mode": "train", "epoch": 123, "iter": 22700, "lr": 7e-05, "memory": 52051, "data_time": 0.05998, "decode.loss_ce": 0.03911, "decode.acc_seg": 98.17293, "loss": 0.03911, "time": 0.59446} {"mode": "train", "epoch": 123, "iter": 22750, "lr": 7e-05, "memory": 52051, "data_time": 0.01245, "decode.loss_ce": 0.04157, "decode.acc_seg": 98.09082, "loss": 0.04157, "time": 0.54793} {"mode": "train", "epoch": 123, "iter": 22800, "lr": 7e-05, "memory": 52051, "data_time": 0.01267, "decode.loss_ce": 0.03977, "decode.acc_seg": 98.15394, "loss": 0.03977, "time": 0.54765} {"mode": "train", "epoch": 123, "iter": 22850, "lr": 7e-05, "memory": 52051, "data_time": 0.01264, "decode.loss_ce": 0.03954, "decode.acc_seg": 98.18174, "loss": 0.03954, "time": 0.54678} {"mode": "train", "epoch": 124, "iter": 22900, "lr": 7e-05, "memory": 52051, "data_time": 0.05943, "decode.loss_ce": 0.0403, "decode.acc_seg": 98.13634, "loss": 0.0403, "time": 0.59627} {"mode": "train", "epoch": 124, "iter": 22950, "lr": 7e-05, "memory": 52051, "data_time": 0.01252, "decode.loss_ce": 0.03955, "decode.acc_seg": 98.19376, "loss": 0.03955, "time": 0.54607} {"mode": "train", "epoch": 124, "iter": 23000, "lr": 7e-05, "memory": 52051, "data_time": 0.0127, "decode.loss_ce": 0.04003, "decode.acc_seg": 98.13186, "loss": 0.04003, "time": 0.54687} {"mode": "train", "epoch": 124, "iter": 23050, "lr": 7e-05, "memory": 52051, "data_time": 0.01251, "decode.loss_ce": 0.0401, "decode.acc_seg": 98.12592, "loss": 0.0401, "time": 0.54787} {"mode": "train", "epoch": 125, "iter": 23100, "lr": 7e-05, "memory": 52051, "data_time": 0.05847, "decode.loss_ce": 0.04027, "decode.acc_seg": 98.12827, "loss": 0.04027, "time": 0.59515} {"mode": "train", "epoch": 125, "iter": 23150, "lr": 7e-05, "memory": 52051, "data_time": 0.01249, "decode.loss_ce": 0.04031, "decode.acc_seg": 98.13415, "loss": 0.04031, "time": 0.54822} {"mode": "train", "epoch": 125, "iter": 23200, "lr": 7e-05, "memory": 52051, "data_time": 0.01245, "decode.loss_ce": 0.03922, "decode.acc_seg": 98.15868, "loss": 0.03922, "time": 0.54907} {"mode": "train", "epoch": 125, "iter": 23250, "lr": 7e-05, "memory": 52051, "data_time": 0.01296, "decode.loss_ce": 0.04039, "decode.acc_seg": 98.15279, "loss": 0.04039, "time": 0.54884} {"mode": "train", "epoch": 126, "iter": 23300, "lr": 7e-05, "memory": 52051, "data_time": 0.06046, "decode.loss_ce": 0.04004, "decode.acc_seg": 98.13454, "loss": 0.04004, "time": 0.59709} {"mode": "train", "epoch": 126, "iter": 23350, "lr": 7e-05, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.0394, "decode.acc_seg": 98.15694, "loss": 0.0394, "time": 0.549} {"mode": "train", "epoch": 126, "iter": 23400, "lr": 7e-05, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.042, "decode.acc_seg": 98.07323, "loss": 0.042, "time": 0.5502} {"mode": "train", "epoch": 127, "iter": 23450, "lr": 7e-05, "memory": 52051, "data_time": 0.06073, "decode.loss_ce": 0.03989, "decode.acc_seg": 98.15269, "loss": 0.03989, "time": 0.59674} {"mode": "train", "epoch": 127, "iter": 23500, "lr": 7e-05, "memory": 52051, "data_time": 0.0139, "decode.loss_ce": 0.0397, "decode.acc_seg": 98.14984, "loss": 0.0397, "time": 0.54992} {"mode": "train", "epoch": 127, "iter": 23550, "lr": 7e-05, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.03961, "decode.acc_seg": 98.17135, "loss": 0.03961, "time": 0.5502} {"mode": "train", "epoch": 127, "iter": 23600, "lr": 7e-05, "memory": 52051, "data_time": 0.01295, "decode.loss_ce": 0.03971, "decode.acc_seg": 98.15864, "loss": 0.03971, "time": 0.5498} {"mode": "train", "epoch": 128, "iter": 23650, "lr": 7e-05, "memory": 52051, "data_time": 0.06071, "decode.loss_ce": 0.03953, "decode.acc_seg": 98.15925, "loss": 0.03953, "time": 0.5983} {"mode": "train", "epoch": 128, "iter": 23700, "lr": 7e-05, "memory": 52051, "data_time": 0.01257, "decode.loss_ce": 0.03885, "decode.acc_seg": 98.19803, "loss": 0.03885, "time": 0.54679} {"mode": "train", "epoch": 128, "iter": 23750, "lr": 7e-05, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.04064, "decode.acc_seg": 98.1149, "loss": 0.04064, "time": 0.54922} {"mode": "train", "epoch": 128, "iter": 23800, "lr": 7e-05, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.04024, "decode.acc_seg": 98.13662, "loss": 0.04024, "time": 0.54585} {"mode": "train", "epoch": 129, "iter": 23850, "lr": 7e-05, "memory": 52051, "data_time": 0.05959, "decode.loss_ce": 0.03899, "decode.acc_seg": 98.18338, "loss": 0.03899, "time": 0.5968} {"mode": "train", "epoch": 129, "iter": 23900, "lr": 7e-05, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.03978, "decode.acc_seg": 98.15042, "loss": 0.03978, "time": 0.54887} {"mode": "train", "epoch": 129, "iter": 23950, "lr": 7e-05, "memory": 52051, "data_time": 0.013, "decode.loss_ce": 0.04138, "decode.acc_seg": 98.08244, "loss": 0.04138, "time": 0.55001} {"mode": "train", "epoch": 130, "iter": 24000, "lr": 7e-05, "memory": 52051, "data_time": 0.05986, "decode.loss_ce": 0.04165, "decode.acc_seg": 98.06588, "loss": 0.04165, "time": 0.59733} {"mode": "train", "epoch": 130, "iter": 24050, "lr": 7e-05, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.04043, "decode.acc_seg": 98.13803, "loss": 0.04043, "time": 0.54859} {"mode": "train", "epoch": 130, "iter": 24100, "lr": 7e-05, "memory": 52051, "data_time": 0.01309, "decode.loss_ce": 0.04013, "decode.acc_seg": 98.14565, "loss": 0.04013, "time": 0.54672} {"mode": "train", "epoch": 130, "iter": 24150, "lr": 7e-05, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.04075, "decode.acc_seg": 98.12366, "loss": 0.04075, "time": 0.54746} {"mode": "train", "epoch": 131, "iter": 24200, "lr": 7e-05, "memory": 52051, "data_time": 0.05915, "decode.loss_ce": 0.04182, "decode.acc_seg": 98.07201, "loss": 0.04182, "time": 0.59662} {"mode": "train", "epoch": 131, "iter": 24250, "lr": 7e-05, "memory": 52051, "data_time": 0.01297, "decode.loss_ce": 0.04157, "decode.acc_seg": 98.0641, "loss": 0.04157, "time": 0.54873} {"mode": "train", "epoch": 131, "iter": 24300, "lr": 7e-05, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.0396, "decode.acc_seg": 98.1583, "loss": 0.0396, "time": 0.54785} {"mode": "train", "epoch": 131, "iter": 24350, "lr": 7e-05, "memory": 52051, "data_time": 0.01308, "decode.loss_ce": 0.03824, "decode.acc_seg": 98.21268, "loss": 0.03824, "time": 0.54708} {"mode": "train", "epoch": 132, "iter": 24400, "lr": 7e-05, "memory": 52051, "data_time": 0.06094, "decode.loss_ce": 0.03926, "decode.acc_seg": 98.19304, "loss": 0.03926, "time": 0.59678} {"mode": "train", "epoch": 132, "iter": 24450, "lr": 7e-05, "memory": 52051, "data_time": 0.01295, "decode.loss_ce": 0.03971, "decode.acc_seg": 98.16632, "loss": 0.03971, "time": 0.54928} {"mode": "train", "epoch": 132, "iter": 24500, "lr": 7e-05, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.04115, "decode.acc_seg": 98.10561, "loss": 0.04115, "time": 0.54824} {"mode": "train", "epoch": 132, "iter": 24550, "lr": 7e-05, "memory": 52051, "data_time": 0.01299, "decode.loss_ce": 0.0404, "decode.acc_seg": 98.13985, "loss": 0.0404, "time": 0.54848} {"mode": "train", "epoch": 133, "iter": 24600, "lr": 7e-05, "memory": 52051, "data_time": 0.06025, "decode.loss_ce": 0.04017, "decode.acc_seg": 98.15579, "loss": 0.04017, "time": 0.59814} {"mode": "train", "epoch": 133, "iter": 24650, "lr": 7e-05, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.03915, "decode.acc_seg": 98.17918, "loss": 0.03915, "time": 0.54702} {"mode": "train", "epoch": 133, "iter": 24700, "lr": 7e-05, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.04092, "decode.acc_seg": 98.11876, "loss": 0.04092, "time": 0.54995} {"mode": "train", "epoch": 134, "iter": 24750, "lr": 7e-05, "memory": 52051, "data_time": 0.06021, "decode.loss_ce": 0.04031, "decode.acc_seg": 98.10002, "loss": 0.04031, "time": 0.59453} {"mode": "train", "epoch": 134, "iter": 24800, "lr": 7e-05, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03872, "decode.acc_seg": 98.19999, "loss": 0.03872, "time": 0.54744} {"mode": "train", "epoch": 134, "iter": 24850, "lr": 7e-05, "memory": 52051, "data_time": 0.01361, "decode.loss_ce": 0.04037, "decode.acc_seg": 98.14059, "loss": 0.04037, "time": 0.54807} {"mode": "train", "epoch": 134, "iter": 24900, "lr": 7e-05, "memory": 52051, "data_time": 0.01294, "decode.loss_ce": 0.03857, "decode.acc_seg": 98.19459, "loss": 0.03857, "time": 0.54923} {"mode": "train", "epoch": 135, "iter": 24950, "lr": 7e-05, "memory": 52051, "data_time": 0.06037, "decode.loss_ce": 0.04027, "decode.acc_seg": 98.11793, "loss": 0.04027, "time": 0.59709} {"mode": "train", "epoch": 135, "iter": 25000, "lr": 7e-05, "memory": 52051, "data_time": 0.01288, "decode.loss_ce": 0.04033, "decode.acc_seg": 98.11221, "loss": 0.04033, "time": 0.54675} {"mode": "train", "epoch": 135, "iter": 25050, "lr": 7e-05, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.03829, "decode.acc_seg": 98.20902, "loss": 0.03829, "time": 0.54989} {"mode": "train", "epoch": 135, "iter": 25100, "lr": 7e-05, "memory": 52051, "data_time": 0.01282, "decode.loss_ce": 0.03956, "decode.acc_seg": 98.16416, "loss": 0.03956, "time": 0.54913} {"mode": "train", "epoch": 136, "iter": 25150, "lr": 7e-05, "memory": 52051, "data_time": 0.06006, "decode.loss_ce": 0.03923, "decode.acc_seg": 98.17813, "loss": 0.03923, "time": 0.59819} {"mode": "train", "epoch": 136, "iter": 25200, "lr": 7e-05, "memory": 52051, "data_time": 0.01335, "decode.loss_ce": 0.03892, "decode.acc_seg": 98.18552, "loss": 0.03892, "time": 0.5465} {"mode": "train", "epoch": 136, "iter": 25250, "lr": 7e-05, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.03858, "decode.acc_seg": 98.19243, "loss": 0.03858, "time": 0.54766} {"mode": "train", "epoch": 137, "iter": 25300, "lr": 7e-05, "memory": 52051, "data_time": 0.0608, "decode.loss_ce": 0.03988, "decode.acc_seg": 98.15879, "loss": 0.03988, "time": 0.59822} {"mode": "train", "epoch": 137, "iter": 25350, "lr": 7e-05, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.04098, "decode.acc_seg": 98.09975, "loss": 0.04098, "time": 0.54923} {"mode": "train", "epoch": 137, "iter": 25400, "lr": 7e-05, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.04012, "decode.acc_seg": 98.13262, "loss": 0.04012, "time": 0.54987} {"mode": "train", "epoch": 137, "iter": 25450, "lr": 7e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03896, "decode.acc_seg": 98.16758, "loss": 0.03896, "time": 0.54763} {"mode": "train", "epoch": 138, "iter": 25500, "lr": 7e-05, "memory": 52051, "data_time": 0.0591, "decode.loss_ce": 0.03857, "decode.acc_seg": 98.18705, "loss": 0.03857, "time": 0.59665} {"mode": "train", "epoch": 138, "iter": 25550, "lr": 7e-05, "memory": 52051, "data_time": 0.01297, "decode.loss_ce": 0.04015, "decode.acc_seg": 98.16665, "loss": 0.04015, "time": 0.5494} {"mode": "train", "epoch": 138, "iter": 25600, "lr": 7e-05, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.0385, "decode.acc_seg": 98.1696, "loss": 0.0385, "time": 0.54561} {"mode": "train", "epoch": 138, "iter": 25650, "lr": 7e-05, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.03983, "decode.acc_seg": 98.14833, "loss": 0.03983, "time": 0.54998} {"mode": "train", "epoch": 139, "iter": 25700, "lr": 7e-05, "memory": 52051, "data_time": 0.06058, "decode.loss_ce": 0.03987, "decode.acc_seg": 98.14019, "loss": 0.03987, "time": 0.59541} {"mode": "train", "epoch": 139, "iter": 25750, "lr": 7e-05, "memory": 52051, "data_time": 0.01299, "decode.loss_ce": 0.03905, "decode.acc_seg": 98.18965, "loss": 0.03905, "time": 0.54745} {"mode": "train", "epoch": 139, "iter": 25800, "lr": 7e-05, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.04069, "decode.acc_seg": 98.12026, "loss": 0.04069, "time": 0.54693} {"mode": "train", "epoch": 139, "iter": 25850, "lr": 7e-05, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.03895, "decode.acc_seg": 98.1783, "loss": 0.03895, "time": 0.54726} {"mode": "train", "epoch": 140, "iter": 25900, "lr": 7e-05, "memory": 52051, "data_time": 0.05981, "decode.loss_ce": 0.0407, "decode.acc_seg": 98.12659, "loss": 0.0407, "time": 0.59671} {"mode": "train", "epoch": 140, "iter": 25950, "lr": 7e-05, "memory": 52051, "data_time": 0.01377, "decode.loss_ce": 0.03913, "decode.acc_seg": 98.16843, "loss": 0.03913, "time": 0.54993} {"mode": "train", "epoch": 140, "iter": 26000, "lr": 7e-05, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03981, "decode.acc_seg": 98.16708, "loss": 0.03981, "time": 0.54956} {"mode": "train", "epoch": 141, "iter": 26050, "lr": 7e-05, "memory": 52051, "data_time": 0.06011, "decode.loss_ce": 0.03924, "decode.acc_seg": 98.16576, "loss": 0.03924, "time": 0.59788} {"mode": "train", "epoch": 141, "iter": 26100, "lr": 7e-05, "memory": 52051, "data_time": 0.01401, "decode.loss_ce": 0.04077, "decode.acc_seg": 98.10737, "loss": 0.04077, "time": 0.54489} {"mode": "train", "epoch": 141, "iter": 26150, "lr": 7e-05, "memory": 52051, "data_time": 0.01264, "decode.loss_ce": 0.0397, "decode.acc_seg": 98.13911, "loss": 0.0397, "time": 0.54756} {"mode": "train", "epoch": 141, "iter": 26200, "lr": 7e-05, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.04078, "decode.acc_seg": 98.12772, "loss": 0.04078, "time": 0.54599} {"mode": "train", "epoch": 142, "iter": 26250, "lr": 7e-05, "memory": 52051, "data_time": 0.06097, "decode.loss_ce": 0.04024, "decode.acc_seg": 98.12989, "loss": 0.04024, "time": 0.59879} {"mode": "train", "epoch": 142, "iter": 26300, "lr": 7e-05, "memory": 52051, "data_time": 0.01335, "decode.loss_ce": 0.03981, "decode.acc_seg": 98.15122, "loss": 0.03981, "time": 0.54622} {"mode": "train", "epoch": 142, "iter": 26350, "lr": 7e-05, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.04007, "decode.acc_seg": 98.15121, "loss": 0.04007, "time": 0.54789} {"mode": "train", "epoch": 142, "iter": 26400, "lr": 7e-05, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.04071, "decode.acc_seg": 98.11471, "loss": 0.04071, "time": 0.54746} {"mode": "train", "epoch": 143, "iter": 26450, "lr": 7e-05, "memory": 52051, "data_time": 0.06118, "decode.loss_ce": 0.03886, "decode.acc_seg": 98.18441, "loss": 0.03886, "time": 0.59712} {"mode": "train", "epoch": 143, "iter": 26500, "lr": 7e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03925, "decode.acc_seg": 98.19036, "loss": 0.03925, "time": 0.5453} {"mode": "train", "epoch": 143, "iter": 26550, "lr": 7e-05, "memory": 52051, "data_time": 0.01249, "decode.loss_ce": 0.04018, "decode.acc_seg": 98.13834, "loss": 0.04018, "time": 0.54639} {"mode": "train", "epoch": 144, "iter": 26600, "lr": 7e-05, "memory": 52051, "data_time": 0.06072, "decode.loss_ce": 0.04004, "decode.acc_seg": 98.10706, "loss": 0.04004, "time": 0.59464} {"mode": "train", "epoch": 144, "iter": 26650, "lr": 7e-05, "memory": 52051, "data_time": 0.01275, "decode.loss_ce": 0.04009, "decode.acc_seg": 98.14396, "loss": 0.04009, "time": 0.54707} {"mode": "train", "epoch": 144, "iter": 26700, "lr": 7e-05, "memory": 52051, "data_time": 0.01234, "decode.loss_ce": 0.03965, "decode.acc_seg": 98.15585, "loss": 0.03965, "time": 0.54769} {"mode": "train", "epoch": 144, "iter": 26750, "lr": 7e-05, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03945, "decode.acc_seg": 98.16959, "loss": 0.03945, "time": 0.54556} {"mode": "train", "epoch": 145, "iter": 26800, "lr": 7e-05, "memory": 52051, "data_time": 0.05897, "decode.loss_ce": 0.03877, "decode.acc_seg": 98.20015, "loss": 0.03877, "time": 0.59637} {"mode": "train", "epoch": 145, "iter": 26850, "lr": 7e-05, "memory": 52051, "data_time": 0.01337, "decode.loss_ce": 0.03899, "decode.acc_seg": 98.19102, "loss": 0.03899, "time": 0.54706} {"mode": "train", "epoch": 145, "iter": 26900, "lr": 7e-05, "memory": 52051, "data_time": 0.01257, "decode.loss_ce": 0.04003, "decode.acc_seg": 98.1552, "loss": 0.04003, "time": 0.54631} {"mode": "train", "epoch": 145, "iter": 26950, "lr": 7e-05, "memory": 52051, "data_time": 0.01264, "decode.loss_ce": 0.03994, "decode.acc_seg": 98.1638, "loss": 0.03994, "time": 0.54852} {"mode": "train", "epoch": 146, "iter": 27000, "lr": 7e-05, "memory": 52051, "data_time": 0.06024, "decode.loss_ce": 0.04004, "decode.acc_seg": 98.12915, "loss": 0.04004, "time": 0.59843} {"mode": "train", "epoch": 146, "iter": 27050, "lr": 7e-05, "memory": 52051, "data_time": 0.01309, "decode.loss_ce": 0.0396, "decode.acc_seg": 98.15961, "loss": 0.0396, "time": 0.54821} {"mode": "train", "epoch": 146, "iter": 27100, "lr": 7e-05, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03948, "decode.acc_seg": 98.16897, "loss": 0.03948, "time": 0.5494} {"mode": "train", "epoch": 146, "iter": 27150, "lr": 7e-05, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03856, "decode.acc_seg": 98.19724, "loss": 0.03856, "time": 0.55024} {"mode": "train", "epoch": 147, "iter": 27200, "lr": 7e-05, "memory": 52051, "data_time": 0.05971, "decode.loss_ce": 0.03949, "decode.acc_seg": 98.14615, "loss": 0.03949, "time": 0.5945} {"mode": "train", "epoch": 147, "iter": 27250, "lr": 7e-05, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.04005, "decode.acc_seg": 98.16013, "loss": 0.04005, "time": 0.54825} {"mode": "train", "epoch": 147, "iter": 27300, "lr": 7e-05, "memory": 52051, "data_time": 0.01257, "decode.loss_ce": 0.04027, "decode.acc_seg": 98.14961, "loss": 0.04027, "time": 0.54923} {"mode": "train", "epoch": 148, "iter": 27350, "lr": 7e-05, "memory": 52051, "data_time": 0.06012, "decode.loss_ce": 0.03975, "decode.acc_seg": 98.15811, "loss": 0.03975, "time": 0.59504} {"mode": "train", "epoch": 148, "iter": 27400, "lr": 7e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03867, "decode.acc_seg": 98.18361, "loss": 0.03867, "time": 0.55042} {"mode": "train", "epoch": 148, "iter": 27450, "lr": 7e-05, "memory": 52051, "data_time": 0.01265, "decode.loss_ce": 0.03836, "decode.acc_seg": 98.2203, "loss": 0.03836, "time": 0.54924} {"mode": "train", "epoch": 148, "iter": 27500, "lr": 7e-05, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.03934, "decode.acc_seg": 98.18141, "loss": 0.03934, "time": 0.54644} {"mode": "train", "epoch": 149, "iter": 27550, "lr": 7e-05, "memory": 52051, "data_time": 0.0604, "decode.loss_ce": 0.03947, "decode.acc_seg": 98.16352, "loss": 0.03947, "time": 0.59775} {"mode": "train", "epoch": 149, "iter": 27600, "lr": 7e-05, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.03847, "decode.acc_seg": 98.18446, "loss": 0.03847, "time": 0.54881} {"mode": "train", "epoch": 149, "iter": 27650, "lr": 7e-05, "memory": 52051, "data_time": 0.01369, "decode.loss_ce": 0.0401, "decode.acc_seg": 98.16101, "loss": 0.0401, "time": 0.54837} {"mode": "train", "epoch": 149, "iter": 27700, "lr": 7e-05, "memory": 52051, "data_time": 0.01273, "decode.loss_ce": 0.03827, "decode.acc_seg": 98.20486, "loss": 0.03827, "time": 0.54825} {"mode": "train", "epoch": 150, "iter": 27750, "lr": 7e-05, "memory": 52051, "data_time": 0.05954, "decode.loss_ce": 0.04016, "decode.acc_seg": 98.1438, "loss": 0.04016, "time": 0.59597} {"mode": "train", "epoch": 150, "iter": 27800, "lr": 7e-05, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.03999, "decode.acc_seg": 98.14636, "loss": 0.03999, "time": 0.54939} {"mode": "train", "epoch": 150, "iter": 27850, "lr": 7e-05, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.03844, "decode.acc_seg": 98.20592, "loss": 0.03844, "time": 0.54766} {"mode": "train", "epoch": 150, "iter": 27900, "lr": 7e-05, "memory": 52051, "data_time": 0.01309, "decode.loss_ce": 0.0398, "decode.acc_seg": 98.15105, "loss": 0.0398, "time": 0.54834} {"mode": "train", "epoch": 151, "iter": 27950, "lr": 7e-05, "memory": 52051, "data_time": 0.05963, "decode.loss_ce": 0.03927, "decode.acc_seg": 98.17516, "loss": 0.03927, "time": 0.59615} {"mode": "train", "epoch": 151, "iter": 28000, "lr": 7e-05, "memory": 52051, "data_time": 0.01373, "decode.loss_ce": 0.03869, "decode.acc_seg": 98.19533, "loss": 0.03869, "time": 0.5449} {"mode": "train", "epoch": 151, "iter": 28050, "lr": 7e-05, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.0384, "decode.acc_seg": 98.20887, "loss": 0.0384, "time": 0.54923} {"mode": "train", "epoch": 152, "iter": 28100, "lr": 7e-05, "memory": 52051, "data_time": 0.05882, "decode.loss_ce": 0.04004, "decode.acc_seg": 98.13907, "loss": 0.04004, "time": 0.59912} {"mode": "train", "epoch": 152, "iter": 28150, "lr": 7e-05, "memory": 52051, "data_time": 0.01306, "decode.loss_ce": 0.03909, "decode.acc_seg": 98.20027, "loss": 0.03909, "time": 0.54632} {"mode": "train", "epoch": 152, "iter": 28200, "lr": 7e-05, "memory": 52051, "data_time": 0.01283, "decode.loss_ce": 0.0388, "decode.acc_seg": 98.18668, "loss": 0.0388, "time": 0.54661} {"mode": "train", "epoch": 152, "iter": 28250, "lr": 7e-05, "memory": 52051, "data_time": 0.01322, "decode.loss_ce": 0.04005, "decode.acc_seg": 98.13646, "loss": 0.04005, "time": 0.54443} {"mode": "train", "epoch": 153, "iter": 28300, "lr": 7e-05, "memory": 52051, "data_time": 0.05969, "decode.loss_ce": 0.04044, "decode.acc_seg": 98.13024, "loss": 0.04044, "time": 0.59723} {"mode": "train", "epoch": 153, "iter": 28350, "lr": 7e-05, "memory": 52051, "data_time": 0.01265, "decode.loss_ce": 0.03953, "decode.acc_seg": 98.14658, "loss": 0.03953, "time": 0.54957} {"mode": "train", "epoch": 153, "iter": 28400, "lr": 7e-05, "memory": 52051, "data_time": 0.0138, "decode.loss_ce": 0.03739, "decode.acc_seg": 98.23982, "loss": 0.03739, "time": 0.5472} {"mode": "train", "epoch": 153, "iter": 28450, "lr": 7e-05, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.0394, "decode.acc_seg": 98.18278, "loss": 0.0394, "time": 0.54528} {"mode": "train", "epoch": 154, "iter": 28500, "lr": 7e-05, "memory": 52051, "data_time": 0.06023, "decode.loss_ce": 0.03919, "decode.acc_seg": 98.18676, "loss": 0.03919, "time": 0.59479} {"mode": "train", "epoch": 154, "iter": 28550, "lr": 7e-05, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03939, "decode.acc_seg": 98.18066, "loss": 0.03939, "time": 0.54865} {"mode": "train", "epoch": 154, "iter": 28600, "lr": 7e-05, "memory": 52051, "data_time": 0.01282, "decode.loss_ce": 0.03859, "decode.acc_seg": 98.21485, "loss": 0.03859, "time": 0.54731} {"mode": "train", "epoch": 155, "iter": 28650, "lr": 7e-05, "memory": 52051, "data_time": 0.06051, "decode.loss_ce": 0.0393, "decode.acc_seg": 98.17448, "loss": 0.0393, "time": 0.59393} {"mode": "train", "epoch": 155, "iter": 28700, "lr": 7e-05, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.03894, "decode.acc_seg": 98.20215, "loss": 0.03894, "time": 0.54769} {"mode": "train", "epoch": 155, "iter": 28750, "lr": 7e-05, "memory": 52051, "data_time": 0.01287, "decode.loss_ce": 0.04056, "decode.acc_seg": 98.13766, "loss": 0.04056, "time": 0.54574} {"mode": "train", "epoch": 155, "iter": 28800, "lr": 7e-05, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.0409, "decode.acc_seg": 98.12938, "loss": 0.0409, "time": 0.54632} {"mode": "train", "epoch": 156, "iter": 28850, "lr": 7e-05, "memory": 52051, "data_time": 0.05862, "decode.loss_ce": 0.03998, "decode.acc_seg": 98.10435, "loss": 0.03998, "time": 0.59901} {"mode": "train", "epoch": 156, "iter": 28900, "lr": 7e-05, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.0412, "decode.acc_seg": 98.09591, "loss": 0.0412, "time": 0.54784} {"mode": "train", "epoch": 156, "iter": 28950, "lr": 7e-05, "memory": 52051, "data_time": 0.01299, "decode.loss_ce": 0.03984, "decode.acc_seg": 98.15793, "loss": 0.03984, "time": 0.54906} {"mode": "train", "epoch": 156, "iter": 29000, "lr": 7e-05, "memory": 52051, "data_time": 0.01257, "decode.loss_ce": 0.03928, "decode.acc_seg": 98.19712, "loss": 0.03928, "time": 0.54355} {"mode": "train", "epoch": 157, "iter": 29050, "lr": 7e-05, "memory": 52051, "data_time": 0.05999, "decode.loss_ce": 0.03863, "decode.acc_seg": 98.20328, "loss": 0.03863, "time": 0.59862} {"mode": "train", "epoch": 157, "iter": 29100, "lr": 7e-05, "memory": 52051, "data_time": 0.01287, "decode.loss_ce": 0.03888, "decode.acc_seg": 98.19052, "loss": 0.03888, "time": 0.54591} {"mode": "train", "epoch": 157, "iter": 29150, "lr": 7e-05, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.04028, "decode.acc_seg": 98.14971, "loss": 0.04028, "time": 0.54749} {"mode": "train", "epoch": 157, "iter": 29200, "lr": 7e-05, "memory": 52051, "data_time": 0.01276, "decode.loss_ce": 0.03967, "decode.acc_seg": 98.15902, "loss": 0.03967, "time": 0.54995} {"mode": "train", "epoch": 158, "iter": 29250, "lr": 7e-05, "memory": 52051, "data_time": 0.06061, "decode.loss_ce": 0.0395, "decode.acc_seg": 98.15639, "loss": 0.0395, "time": 0.59773} {"mode": "train", "epoch": 158, "iter": 29300, "lr": 7e-05, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.03874, "decode.acc_seg": 98.18039, "loss": 0.03874, "time": 0.54893} {"mode": "train", "epoch": 158, "iter": 29350, "lr": 7e-05, "memory": 52051, "data_time": 0.01207, "decode.loss_ce": 0.03965, "decode.acc_seg": 98.17181, "loss": 0.03965, "time": 0.54766} {"mode": "train", "epoch": 159, "iter": 29400, "lr": 7e-05, "memory": 52051, "data_time": 0.05927, "decode.loss_ce": 0.03981, "decode.acc_seg": 98.14648, "loss": 0.03981, "time": 0.59023} {"mode": "train", "epoch": 159, "iter": 29450, "lr": 7e-05, "memory": 52051, "data_time": 0.01195, "decode.loss_ce": 0.03919, "decode.acc_seg": 98.19699, "loss": 0.03919, "time": 0.54757} {"mode": "train", "epoch": 159, "iter": 29500, "lr": 7e-05, "memory": 52051, "data_time": 0.0118, "decode.loss_ce": 0.03998, "decode.acc_seg": 98.13179, "loss": 0.03998, "time": 0.54629} {"mode": "train", "epoch": 159, "iter": 29550, "lr": 7e-05, "memory": 52051, "data_time": 0.01261, "decode.loss_ce": 0.04039, "decode.acc_seg": 98.13477, "loss": 0.04039, "time": 0.54527} {"mode": "train", "epoch": 160, "iter": 29600, "lr": 7e-05, "memory": 52051, "data_time": 0.05878, "decode.loss_ce": 0.0419, "decode.acc_seg": 98.07835, "loss": 0.0419, "time": 0.59469} {"mode": "train", "epoch": 160, "iter": 29650, "lr": 7e-05, "memory": 52051, "data_time": 0.01287, "decode.loss_ce": 0.03943, "decode.acc_seg": 98.16391, "loss": 0.03943, "time": 0.54852} {"mode": "train", "epoch": 160, "iter": 29700, "lr": 7e-05, "memory": 52051, "data_time": 0.01278, "decode.loss_ce": 0.03816, "decode.acc_seg": 98.1997, "loss": 0.03816, "time": 0.54847} {"mode": "train", "epoch": 160, "iter": 29750, "lr": 7e-05, "memory": 52051, "data_time": 0.01245, "decode.loss_ce": 0.04083, "decode.acc_seg": 98.1169, "loss": 0.04083, "time": 0.54765} {"mode": "train", "epoch": 161, "iter": 29800, "lr": 7e-05, "memory": 52051, "data_time": 0.0595, "decode.loss_ce": 0.03949, "decode.acc_seg": 98.18187, "loss": 0.03949, "time": 0.59276} {"mode": "train", "epoch": 161, "iter": 29850, "lr": 7e-05, "memory": 52051, "data_time": 0.01223, "decode.loss_ce": 0.03985, "decode.acc_seg": 98.17693, "loss": 0.03985, "time": 0.54568} {"mode": "train", "epoch": 161, "iter": 29900, "lr": 7e-05, "memory": 52051, "data_time": 0.0122, "decode.loss_ce": 0.03987, "decode.acc_seg": 98.13893, "loss": 0.03987, "time": 0.54722} {"mode": "train", "epoch": 162, "iter": 29950, "lr": 7e-05, "memory": 52051, "data_time": 0.05955, "decode.loss_ce": 0.03994, "decode.acc_seg": 98.16005, "loss": 0.03994, "time": 0.59543} {"mode": "train", "epoch": 162, "iter": 30000, "lr": 7e-05, "memory": 52051, "data_time": 0.01237, "decode.loss_ce": 0.03888, "decode.acc_seg": 98.19123, "loss": 0.03888, "time": 0.54342} {"mode": "train", "epoch": 162, "iter": 30050, "lr": 7e-05, "memory": 52051, "data_time": 0.01253, "decode.loss_ce": 0.04104, "decode.acc_seg": 98.11073, "loss": 0.04104, "time": 0.54577} {"mode": "train", "epoch": 162, "iter": 30100, "lr": 7e-05, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.03898, "decode.acc_seg": 98.17706, "loss": 0.03898, "time": 0.54665} {"mode": "train", "epoch": 163, "iter": 30150, "lr": 7e-05, "memory": 52051, "data_time": 0.06011, "decode.loss_ce": 0.03894, "decode.acc_seg": 98.17343, "loss": 0.03894, "time": 0.59581} {"mode": "train", "epoch": 163, "iter": 30200, "lr": 7e-05, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.04091, "decode.acc_seg": 98.11065, "loss": 0.04091, "time": 0.54804} {"mode": "train", "epoch": 163, "iter": 30250, "lr": 7e-05, "memory": 52051, "data_time": 0.01279, "decode.loss_ce": 0.03976, "decode.acc_seg": 98.16327, "loss": 0.03976, "time": 0.54561} {"mode": "train", "epoch": 163, "iter": 30300, "lr": 7e-05, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03984, "decode.acc_seg": 98.16251, "loss": 0.03984, "time": 0.54907} {"mode": "train", "epoch": 164, "iter": 30350, "lr": 7e-05, "memory": 52051, "data_time": 0.06046, "decode.loss_ce": 0.03866, "decode.acc_seg": 98.20793, "loss": 0.03866, "time": 0.59779} {"mode": "train", "epoch": 164, "iter": 30400, "lr": 7e-05, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03919, "decode.acc_seg": 98.15836, "loss": 0.03919, "time": 0.54992} {"mode": "train", "epoch": 164, "iter": 30450, "lr": 7e-05, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03952, "decode.acc_seg": 98.16072, "loss": 0.03952, "time": 0.54554} {"mode": "train", "epoch": 164, "iter": 30500, "lr": 7e-05, "memory": 52051, "data_time": 0.01285, "decode.loss_ce": 0.03886, "decode.acc_seg": 98.19524, "loss": 0.03886, "time": 0.54764} {"mode": "train", "epoch": 165, "iter": 30550, "lr": 7e-05, "memory": 52051, "data_time": 0.05909, "decode.loss_ce": 0.03921, "decode.acc_seg": 98.16828, "loss": 0.03921, "time": 0.59698} {"mode": "train", "epoch": 165, "iter": 30600, "lr": 7e-05, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.03888, "decode.acc_seg": 98.18748, "loss": 0.03888, "time": 0.54668} {"mode": "train", "epoch": 165, "iter": 30650, "lr": 7e-05, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.03965, "decode.acc_seg": 98.17897, "loss": 0.03965, "time": 0.54933} {"mode": "train", "epoch": 166, "iter": 30700, "lr": 7e-05, "memory": 52051, "data_time": 0.0596, "decode.loss_ce": 0.03903, "decode.acc_seg": 98.1987, "loss": 0.03903, "time": 0.59699} {"mode": "train", "epoch": 166, "iter": 30750, "lr": 7e-05, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.03881, "decode.acc_seg": 98.17769, "loss": 0.03881, "time": 0.54993} {"mode": "train", "epoch": 166, "iter": 30800, "lr": 7e-05, "memory": 52051, "data_time": 0.01275, "decode.loss_ce": 0.04001, "decode.acc_seg": 98.14964, "loss": 0.04001, "time": 0.54659} {"mode": "train", "epoch": 166, "iter": 30850, "lr": 7e-05, "memory": 52051, "data_time": 0.01269, "decode.loss_ce": 0.03881, "decode.acc_seg": 98.1747, "loss": 0.03881, "time": 0.54729} {"mode": "train", "epoch": 167, "iter": 30900, "lr": 7e-05, "memory": 52051, "data_time": 0.06014, "decode.loss_ce": 0.0408, "decode.acc_seg": 98.13582, "loss": 0.0408, "time": 0.59404} {"mode": "train", "epoch": 167, "iter": 30950, "lr": 7e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03889, "decode.acc_seg": 98.19099, "loss": 0.03889, "time": 0.54694} {"mode": "train", "epoch": 167, "iter": 31000, "lr": 7e-05, "memory": 52051, "data_time": 0.01252, "decode.loss_ce": 0.03831, "decode.acc_seg": 98.22646, "loss": 0.03831, "time": 0.54745} {"mode": "train", "epoch": 167, "iter": 31050, "lr": 7e-05, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03984, "decode.acc_seg": 98.14016, "loss": 0.03984, "time": 0.54619} {"mode": "train", "epoch": 168, "iter": 31100, "lr": 7e-05, "memory": 52051, "data_time": 0.06087, "decode.loss_ce": 0.0391, "decode.acc_seg": 98.19608, "loss": 0.0391, "time": 0.59638} {"mode": "train", "epoch": 168, "iter": 31150, "lr": 7e-05, "memory": 52051, "data_time": 0.01278, "decode.loss_ce": 0.03954, "decode.acc_seg": 98.15949, "loss": 0.03954, "time": 0.5466} {"mode": "train", "epoch": 168, "iter": 31200, "lr": 7e-05, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.03985, "decode.acc_seg": 98.1299, "loss": 0.03985, "time": 0.54844} {"mode": "train", "epoch": 169, "iter": 31250, "lr": 7e-05, "memory": 52051, "data_time": 0.05992, "decode.loss_ce": 0.03917, "decode.acc_seg": 98.16345, "loss": 0.03917, "time": 0.59354} {"mode": "train", "epoch": 169, "iter": 31300, "lr": 7e-05, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03895, "decode.acc_seg": 98.19588, "loss": 0.03895, "time": 0.54795} {"mode": "train", "epoch": 169, "iter": 31350, "lr": 7e-05, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.04078, "decode.acc_seg": 98.12281, "loss": 0.04078, "time": 0.54929} {"mode": "train", "epoch": 169, "iter": 31400, "lr": 7e-05, "memory": 52051, "data_time": 0.01265, "decode.loss_ce": 0.03977, "decode.acc_seg": 98.17615, "loss": 0.03977, "time": 0.54645} {"mode": "train", "epoch": 170, "iter": 31450, "lr": 7e-05, "memory": 52051, "data_time": 0.05892, "decode.loss_ce": 0.03976, "decode.acc_seg": 98.14371, "loss": 0.03976, "time": 0.59863} {"mode": "train", "epoch": 170, "iter": 31500, "lr": 7e-05, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.03916, "decode.acc_seg": 98.19549, "loss": 0.03916, "time": 0.54697} {"mode": "train", "epoch": 170, "iter": 31550, "lr": 7e-05, "memory": 52051, "data_time": 0.01288, "decode.loss_ce": 0.04135, "decode.acc_seg": 98.12075, "loss": 0.04135, "time": 0.54919} {"mode": "train", "epoch": 170, "iter": 31600, "lr": 7e-05, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.03865, "decode.acc_seg": 98.20366, "loss": 0.03865, "time": 0.54848} {"mode": "train", "epoch": 171, "iter": 31650, "lr": 7e-05, "memory": 52051, "data_time": 0.06001, "decode.loss_ce": 0.04018, "decode.acc_seg": 98.15295, "loss": 0.04018, "time": 0.59653} {"mode": "train", "epoch": 171, "iter": 31700, "lr": 7e-05, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.03889, "decode.acc_seg": 98.19161, "loss": 0.03889, "time": 0.54942} {"mode": "train", "epoch": 171, "iter": 31750, "lr": 7e-05, "memory": 52051, "data_time": 0.01264, "decode.loss_ce": 0.04149, "decode.acc_seg": 98.08779, "loss": 0.04149, "time": 0.54819} {"mode": "train", "epoch": 171, "iter": 31800, "lr": 7e-05, "memory": 52051, "data_time": 0.01219, "decode.loss_ce": 0.0394, "decode.acc_seg": 98.15965, "loss": 0.0394, "time": 0.5479} {"mode": "train", "epoch": 172, "iter": 31850, "lr": 7e-05, "memory": 52051, "data_time": 0.05895, "decode.loss_ce": 0.03826, "decode.acc_seg": 98.23835, "loss": 0.03826, "time": 0.59627} {"mode": "train", "epoch": 172, "iter": 31900, "lr": 7e-05, "memory": 52051, "data_time": 0.01228, "decode.loss_ce": 0.04065, "decode.acc_seg": 98.13575, "loss": 0.04065, "time": 0.54473} {"mode": "train", "epoch": 172, "iter": 31950, "lr": 7e-05, "memory": 52051, "data_time": 0.01243, "decode.loss_ce": 0.03868, "decode.acc_seg": 98.20437, "loss": 0.03868, "time": 0.54924} {"mode": "train", "epoch": 173, "iter": 32000, "lr": 7e-05, "memory": 52051, "data_time": 0.05947, "decode.loss_ce": 0.03915, "decode.acc_seg": 98.1771, "loss": 0.03915, "time": 0.64362} {"mode": "val", "epoch": 173, "iter": 63, "lr": 7e-05, "mIoU": [0.8157, 0.8158, 0.8159, 0.8159, 0.816, 0.8161, 0.8162, 0.8162, 0.8164, 0.8164, 0.8164, 0.8165, 0.8165, 0.8166, 0.8167, 0.8167, 0.8167, 0.8167, 0.8168, 0.8168], "copy_paste": "81.57,81.58,81.59,81.59,81.6,81.61,81.62,81.62,81.64,81.64,81.64,81.65,81.65,81.66,81.67,81.67,81.67,81.67,81.68,81.68"} {"mode": "train", "epoch": 173, "iter": 32050, "lr": 7e-05, "memory": 52051, "data_time": 7.46907, "decode.loss_ce": 0.03937, "decode.acc_seg": 98.1705, "loss": 0.03937, "time": 8.00607} {"mode": "train", "epoch": 173, "iter": 32100, "lr": 7e-05, "memory": 52051, "data_time": 0.01515, "decode.loss_ce": 0.04117, "decode.acc_seg": 98.10293, "loss": 0.04117, "time": 0.55279} {"mode": "train", "epoch": 173, "iter": 32150, "lr": 7e-05, "memory": 52051, "data_time": 0.01459, "decode.loss_ce": 0.04188, "decode.acc_seg": 98.07272, "loss": 0.04188, "time": 0.55164} {"mode": "train", "epoch": 174, "iter": 32200, "lr": 7e-05, "memory": 52051, "data_time": 0.0615, "decode.loss_ce": 0.03971, "decode.acc_seg": 98.17405, "loss": 0.03971, "time": 0.59658} {"mode": "train", "epoch": 174, "iter": 32250, "lr": 7e-05, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03981, "decode.acc_seg": 98.17003, "loss": 0.03981, "time": 0.5487} {"mode": "train", "epoch": 174, "iter": 32300, "lr": 7e-05, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.04079, "decode.acc_seg": 98.1209, "loss": 0.04079, "time": 0.55103} {"mode": "train", "epoch": 174, "iter": 32350, "lr": 7e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03927, "decode.acc_seg": 98.18596, "loss": 0.03927, "time": 0.54878} {"mode": "train", "epoch": 175, "iter": 32400, "lr": 7e-05, "memory": 52051, "data_time": 0.0597, "decode.loss_ce": 0.039, "decode.acc_seg": 98.19486, "loss": 0.039, "time": 0.59664} {"mode": "train", "epoch": 175, "iter": 32450, "lr": 7e-05, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.03932, "decode.acc_seg": 98.17771, "loss": 0.03932, "time": 0.54804} {"mode": "train", "epoch": 175, "iter": 32500, "lr": 7e-05, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03991, "decode.acc_seg": 98.12359, "loss": 0.03991, "time": 0.54711} {"mode": "train", "epoch": 175, "iter": 32550, "lr": 7e-05, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.04087, "decode.acc_seg": 98.1178, "loss": 0.04087, "time": 0.54942} {"mode": "train", "epoch": 176, "iter": 32600, "lr": 7e-05, "memory": 52051, "data_time": 0.06019, "decode.loss_ce": 0.03986, "decode.acc_seg": 98.18608, "loss": 0.03986, "time": 0.59893} {"mode": "train", "epoch": 176, "iter": 32650, "lr": 7e-05, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03973, "decode.acc_seg": 98.15428, "loss": 0.03973, "time": 0.54834} {"mode": "train", "epoch": 176, "iter": 32700, "lr": 7e-05, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.03839, "decode.acc_seg": 98.17811, "loss": 0.03839, "time": 0.54752} {"mode": "train", "epoch": 177, "iter": 32750, "lr": 7e-05, "memory": 52051, "data_time": 0.06072, "decode.loss_ce": 0.04008, "decode.acc_seg": 98.15817, "loss": 0.04008, "time": 0.59517} {"mode": "train", "epoch": 177, "iter": 32800, "lr": 7e-05, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.04009, "decode.acc_seg": 98.13842, "loss": 0.04009, "time": 0.54742} {"mode": "train", "epoch": 177, "iter": 32850, "lr": 7e-05, "memory": 52051, "data_time": 0.01375, "decode.loss_ce": 0.03895, "decode.acc_seg": 98.19175, "loss": 0.03895, "time": 0.55026} {"mode": "train", "epoch": 177, "iter": 32900, "lr": 7e-05, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.04023, "decode.acc_seg": 98.1371, "loss": 0.04023, "time": 0.5481} {"mode": "train", "epoch": 178, "iter": 32950, "lr": 7e-05, "memory": 52051, "data_time": 0.06061, "decode.loss_ce": 0.03763, "decode.acc_seg": 98.22914, "loss": 0.03763, "time": 0.59448} {"mode": "train", "epoch": 178, "iter": 33000, "lr": 7e-05, "memory": 52051, "data_time": 0.01369, "decode.loss_ce": 0.03888, "decode.acc_seg": 98.18158, "loss": 0.03888, "time": 0.54862} {"mode": "train", "epoch": 178, "iter": 33050, "lr": 7e-05, "memory": 52051, "data_time": 0.01298, "decode.loss_ce": 0.03987, "decode.acc_seg": 98.15377, "loss": 0.03987, "time": 0.54681} {"mode": "train", "epoch": 178, "iter": 33100, "lr": 7e-05, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03917, "decode.acc_seg": 98.18011, "loss": 0.03917, "time": 0.54714} {"mode": "train", "epoch": 179, "iter": 33150, "lr": 7e-05, "memory": 52051, "data_time": 0.05958, "decode.loss_ce": 0.03766, "decode.acc_seg": 98.22597, "loss": 0.03766, "time": 0.59824} {"mode": "train", "epoch": 179, "iter": 33200, "lr": 7e-05, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.04059, "decode.acc_seg": 98.15299, "loss": 0.04059, "time": 0.54678} {"mode": "train", "epoch": 179, "iter": 33250, "lr": 7e-05, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.03873, "decode.acc_seg": 98.19344, "loss": 0.03873, "time": 0.54848} {"mode": "train", "epoch": 180, "iter": 33300, "lr": 7e-05, "memory": 52051, "data_time": 0.05997, "decode.loss_ce": 0.0398, "decode.acc_seg": 98.14313, "loss": 0.0398, "time": 0.5995} {"mode": "train", "epoch": 180, "iter": 33350, "lr": 7e-05, "memory": 52051, "data_time": 0.01358, "decode.loss_ce": 0.03865, "decode.acc_seg": 98.18904, "loss": 0.03865, "time": 0.54918} {"mode": "train", "epoch": 180, "iter": 33400, "lr": 7e-05, "memory": 52051, "data_time": 0.01381, "decode.loss_ce": 0.03985, "decode.acc_seg": 98.14973, "loss": 0.03985, "time": 0.54867} {"mode": "train", "epoch": 180, "iter": 33450, "lr": 7e-05, "memory": 52051, "data_time": 0.01269, "decode.loss_ce": 0.03903, "decode.acc_seg": 98.19408, "loss": 0.03903, "time": 0.54768} {"mode": "train", "epoch": 181, "iter": 33500, "lr": 7e-05, "memory": 52051, "data_time": 0.06055, "decode.loss_ce": 0.03966, "decode.acc_seg": 98.18323, "loss": 0.03966, "time": 0.59785} {"mode": "train", "epoch": 181, "iter": 33550, "lr": 7e-05, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.03884, "decode.acc_seg": 98.19804, "loss": 0.03884, "time": 0.54855} {"mode": "train", "epoch": 181, "iter": 33600, "lr": 7e-05, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.03968, "decode.acc_seg": 98.17093, "loss": 0.03968, "time": 0.54872} {"mode": "train", "epoch": 181, "iter": 33650, "lr": 7e-05, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.04019, "decode.acc_seg": 98.13514, "loss": 0.04019, "time": 0.54529} {"mode": "train", "epoch": 182, "iter": 33700, "lr": 7e-05, "memory": 52051, "data_time": 0.06038, "decode.loss_ce": 0.03953, "decode.acc_seg": 98.1673, "loss": 0.03953, "time": 0.59684} {"mode": "train", "epoch": 182, "iter": 33750, "lr": 7e-05, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03859, "decode.acc_seg": 98.20634, "loss": 0.03859, "time": 0.54627} {"mode": "train", "epoch": 182, "iter": 33800, "lr": 7e-05, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03948, "decode.acc_seg": 98.18397, "loss": 0.03948, "time": 0.547} {"mode": "train", "epoch": 182, "iter": 33850, "lr": 7e-05, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.0427, "decode.acc_seg": 98.09696, "loss": 0.0427, "time": 0.54567} {"mode": "train", "epoch": 183, "iter": 33900, "lr": 7e-05, "memory": 52051, "data_time": 0.06102, "decode.loss_ce": 0.03891, "decode.acc_seg": 98.19903, "loss": 0.03891, "time": 0.59876} {"mode": "train", "epoch": 183, "iter": 33950, "lr": 7e-05, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.04001, "decode.acc_seg": 98.16344, "loss": 0.04001, "time": 0.54962} {"mode": "train", "epoch": 183, "iter": 34000, "lr": 7e-05, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.04048, "decode.acc_seg": 98.13718, "loss": 0.04048, "time": 0.54615} {"mode": "train", "epoch": 184, "iter": 34050, "lr": 7e-05, "memory": 52051, "data_time": 0.06135, "decode.loss_ce": 0.03736, "decode.acc_seg": 98.25437, "loss": 0.03736, "time": 0.5992} {"mode": "train", "epoch": 184, "iter": 34100, "lr": 7e-05, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.03875, "decode.acc_seg": 98.15629, "loss": 0.03875, "time": 0.54755} {"mode": "train", "epoch": 184, "iter": 34150, "lr": 7e-05, "memory": 52051, "data_time": 0.01335, "decode.loss_ce": 0.03895, "decode.acc_seg": 98.20722, "loss": 0.03895, "time": 0.5494} {"mode": "train", "epoch": 184, "iter": 34200, "lr": 7e-05, "memory": 52051, "data_time": 0.01377, "decode.loss_ce": 0.03843, "decode.acc_seg": 98.21848, "loss": 0.03843, "time": 0.5492} {"mode": "train", "epoch": 185, "iter": 34250, "lr": 7e-05, "memory": 52051, "data_time": 0.05936, "decode.loss_ce": 0.04092, "decode.acc_seg": 98.10183, "loss": 0.04092, "time": 0.59779} {"mode": "train", "epoch": 185, "iter": 34300, "lr": 7e-05, "memory": 52051, "data_time": 0.01432, "decode.loss_ce": 0.03929, "decode.acc_seg": 98.18753, "loss": 0.03929, "time": 0.54853} {"mode": "train", "epoch": 185, "iter": 34350, "lr": 7e-05, "memory": 52051, "data_time": 0.01322, "decode.loss_ce": 0.03808, "decode.acc_seg": 98.24223, "loss": 0.03808, "time": 0.54625} {"mode": "train", "epoch": 185, "iter": 34400, "lr": 7e-05, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03917, "decode.acc_seg": 98.19541, "loss": 0.03917, "time": 0.54849} {"mode": "train", "epoch": 186, "iter": 34450, "lr": 7e-05, "memory": 52051, "data_time": 0.06037, "decode.loss_ce": 0.03916, "decode.acc_seg": 98.17081, "loss": 0.03916, "time": 0.59529} {"mode": "train", "epoch": 186, "iter": 34500, "lr": 7e-05, "memory": 52051, "data_time": 0.01397, "decode.loss_ce": 0.03887, "decode.acc_seg": 98.19299, "loss": 0.03887, "time": 0.54784} {"mode": "train", "epoch": 186, "iter": 34550, "lr": 7e-05, "memory": 52051, "data_time": 0.01309, "decode.loss_ce": 0.03958, "decode.acc_seg": 98.15946, "loss": 0.03958, "time": 0.54921} {"mode": "train", "epoch": 187, "iter": 34600, "lr": 7e-05, "memory": 52051, "data_time": 0.05859, "decode.loss_ce": 0.03885, "decode.acc_seg": 98.19354, "loss": 0.03885, "time": 0.5971} {"mode": "train", "epoch": 187, "iter": 34650, "lr": 7e-05, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03901, "decode.acc_seg": 98.18877, "loss": 0.03901, "time": 0.54235} {"mode": "train", "epoch": 187, "iter": 34700, "lr": 7e-05, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.0399, "decode.acc_seg": 98.13515, "loss": 0.0399, "time": 0.54813} {"mode": "train", "epoch": 187, "iter": 34750, "lr": 7e-05, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03927, "decode.acc_seg": 98.17961, "loss": 0.03927, "time": 0.54944} {"mode": "train", "epoch": 188, "iter": 34800, "lr": 7e-05, "memory": 52051, "data_time": 0.05981, "decode.loss_ce": 0.03812, "decode.acc_seg": 98.23507, "loss": 0.03812, "time": 0.59438} {"mode": "train", "epoch": 188, "iter": 34850, "lr": 7e-05, "memory": 52051, "data_time": 0.01354, "decode.loss_ce": 0.03877, "decode.acc_seg": 98.20027, "loss": 0.03877, "time": 0.54893} {"mode": "train", "epoch": 188, "iter": 34900, "lr": 7e-05, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.03842, "decode.acc_seg": 98.21486, "loss": 0.03842, "time": 0.55003} {"mode": "train", "epoch": 188, "iter": 34950, "lr": 7e-05, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.03937, "decode.acc_seg": 98.14952, "loss": 0.03937, "time": 0.55013} {"mode": "train", "epoch": 189, "iter": 35000, "lr": 7e-05, "memory": 52051, "data_time": 0.06014, "decode.loss_ce": 0.04049, "decode.acc_seg": 98.12057, "loss": 0.04049, "time": 0.59632} {"mode": "train", "epoch": 189, "iter": 35050, "lr": 7e-05, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03883, "decode.acc_seg": 98.19969, "loss": 0.03883, "time": 0.54914} {"mode": "train", "epoch": 189, "iter": 35100, "lr": 7e-05, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03905, "decode.acc_seg": 98.20232, "loss": 0.03905, "time": 0.5465} {"mode": "train", "epoch": 189, "iter": 35150, "lr": 7e-05, "memory": 52051, "data_time": 0.01371, "decode.loss_ce": 0.04053, "decode.acc_seg": 98.12261, "loss": 0.04053, "time": 0.54829} {"mode": "train", "epoch": 190, "iter": 35200, "lr": 7e-05, "memory": 52051, "data_time": 0.06098, "decode.loss_ce": 0.03885, "decode.acc_seg": 98.20416, "loss": 0.03885, "time": 0.59699} {"mode": "train", "epoch": 190, "iter": 35250, "lr": 7e-05, "memory": 52051, "data_time": 0.01248, "decode.loss_ce": 0.03898, "decode.acc_seg": 98.19122, "loss": 0.03898, "time": 0.54774} {"mode": "train", "epoch": 190, "iter": 35300, "lr": 7e-05, "memory": 52051, "data_time": 0.01406, "decode.loss_ce": 0.03904, "decode.acc_seg": 98.17617, "loss": 0.03904, "time": 0.54981} {"mode": "train", "epoch": 191, "iter": 35350, "lr": 7e-05, "memory": 52051, "data_time": 0.06012, "decode.loss_ce": 0.03913, "decode.acc_seg": 98.18588, "loss": 0.03913, "time": 0.59568} {"mode": "train", "epoch": 191, "iter": 35400, "lr": 7e-05, "memory": 52051, "data_time": 0.01357, "decode.loss_ce": 0.03828, "decode.acc_seg": 98.19785, "loss": 0.03828, "time": 0.54686} {"mode": "train", "epoch": 191, "iter": 35450, "lr": 7e-05, "memory": 52051, "data_time": 0.01385, "decode.loss_ce": 0.03996, "decode.acc_seg": 98.15894, "loss": 0.03996, "time": 0.54675} {"mode": "train", "epoch": 191, "iter": 35500, "lr": 7e-05, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03987, "decode.acc_seg": 98.1564, "loss": 0.03987, "time": 0.54782} {"mode": "train", "epoch": 192, "iter": 35550, "lr": 7e-05, "memory": 52051, "data_time": 0.06088, "decode.loss_ce": 0.03868, "decode.acc_seg": 98.2192, "loss": 0.03868, "time": 0.59891} {"mode": "train", "epoch": 192, "iter": 35600, "lr": 7e-05, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03932, "decode.acc_seg": 98.16092, "loss": 0.03932, "time": 0.54868} {"mode": "train", "epoch": 192, "iter": 35650, "lr": 7e-05, "memory": 52051, "data_time": 0.01306, "decode.loss_ce": 0.03758, "decode.acc_seg": 98.22754, "loss": 0.03758, "time": 0.54756} {"mode": "train", "epoch": 192, "iter": 35700, "lr": 7e-05, "memory": 52051, "data_time": 0.01363, "decode.loss_ce": 0.03922, "decode.acc_seg": 98.15898, "loss": 0.03922, "time": 0.54732} {"mode": "train", "epoch": 193, "iter": 35750, "lr": 7e-05, "memory": 52051, "data_time": 0.06089, "decode.loss_ce": 0.03821, "decode.acc_seg": 98.21399, "loss": 0.03821, "time": 0.59728} {"mode": "train", "epoch": 193, "iter": 35800, "lr": 7e-05, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.03915, "decode.acc_seg": 98.18164, "loss": 0.03915, "time": 0.54951} {"mode": "train", "epoch": 193, "iter": 35850, "lr": 7e-05, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.04058, "decode.acc_seg": 98.12977, "loss": 0.04058, "time": 0.54834} {"mode": "train", "epoch": 194, "iter": 35900, "lr": 7e-05, "memory": 52051, "data_time": 0.05924, "decode.loss_ce": 0.03913, "decode.acc_seg": 98.19353, "loss": 0.03913, "time": 0.59698} {"mode": "train", "epoch": 194, "iter": 35950, "lr": 7e-05, "memory": 52051, "data_time": 0.01419, "decode.loss_ce": 0.03851, "decode.acc_seg": 98.19748, "loss": 0.03851, "time": 0.54802} {"mode": "train", "epoch": 194, "iter": 36000, "lr": 7e-05, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.03781, "decode.acc_seg": 98.21571, "loss": 0.03781, "time": 0.54806} {"mode": "train", "epoch": 194, "iter": 36050, "lr": 7e-05, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03991, "decode.acc_seg": 98.15941, "loss": 0.03991, "time": 0.54892} {"mode": "train", "epoch": 195, "iter": 36100, "lr": 7e-05, "memory": 52051, "data_time": 0.06044, "decode.loss_ce": 0.03863, "decode.acc_seg": 98.20664, "loss": 0.03863, "time": 0.59875} {"mode": "train", "epoch": 195, "iter": 36150, "lr": 7e-05, "memory": 52051, "data_time": 0.01276, "decode.loss_ce": 0.03868, "decode.acc_seg": 98.19994, "loss": 0.03868, "time": 0.54669} {"mode": "train", "epoch": 195, "iter": 36200, "lr": 7e-05, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03947, "decode.acc_seg": 98.17588, "loss": 0.03947, "time": 0.54856} {"mode": "train", "epoch": 195, "iter": 36250, "lr": 7e-05, "memory": 52051, "data_time": 0.01247, "decode.loss_ce": 0.04007, "decode.acc_seg": 98.14632, "loss": 0.04007, "time": 0.54644} {"mode": "train", "epoch": 196, "iter": 36300, "lr": 7e-05, "memory": 52051, "data_time": 0.05957, "decode.loss_ce": 0.03971, "decode.acc_seg": 98.11912, "loss": 0.03971, "time": 0.59655} {"mode": "train", "epoch": 196, "iter": 36350, "lr": 7e-05, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03878, "decode.acc_seg": 98.18932, "loss": 0.03878, "time": 0.55044} {"mode": "train", "epoch": 196, "iter": 36400, "lr": 7e-05, "memory": 52051, "data_time": 0.01309, "decode.loss_ce": 0.03991, "decode.acc_seg": 98.15119, "loss": 0.03991, "time": 0.54607} {"mode": "train", "epoch": 196, "iter": 36450, "lr": 7e-05, "memory": 52051, "data_time": 0.01373, "decode.loss_ce": 0.03922, "decode.acc_seg": 98.16645, "loss": 0.03922, "time": 0.55029} {"mode": "train", "epoch": 197, "iter": 36500, "lr": 7e-05, "memory": 52051, "data_time": 0.06062, "decode.loss_ce": 0.04013, "decode.acc_seg": 98.15134, "loss": 0.04013, "time": 0.59758} {"mode": "train", "epoch": 197, "iter": 36550, "lr": 7e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.04054, "decode.acc_seg": 98.1171, "loss": 0.04054, "time": 0.54858} {"mode": "train", "epoch": 197, "iter": 36600, "lr": 7e-05, "memory": 52051, "data_time": 0.01381, "decode.loss_ce": 0.0395, "decode.acc_seg": 98.15439, "loss": 0.0395, "time": 0.54735} {"mode": "train", "epoch": 198, "iter": 36650, "lr": 7e-05, "memory": 52051, "data_time": 0.06056, "decode.loss_ce": 0.03961, "decode.acc_seg": 98.18305, "loss": 0.03961, "time": 0.5983} {"mode": "train", "epoch": 198, "iter": 36700, "lr": 7e-05, "memory": 52051, "data_time": 0.0127, "decode.loss_ce": 0.04009, "decode.acc_seg": 98.14522, "loss": 0.04009, "time": 0.54629} {"mode": "train", "epoch": 198, "iter": 36750, "lr": 7e-05, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03994, "decode.acc_seg": 98.18042, "loss": 0.03994, "time": 0.54687} {"mode": "train", "epoch": 198, "iter": 36800, "lr": 7e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03778, "decode.acc_seg": 98.21732, "loss": 0.03778, "time": 0.54497} {"mode": "train", "epoch": 199, "iter": 36850, "lr": 7e-05, "memory": 52051, "data_time": 0.06104, "decode.loss_ce": 0.03761, "decode.acc_seg": 98.2446, "loss": 0.03761, "time": 0.59465} {"mode": "train", "epoch": 199, "iter": 36900, "lr": 7e-05, "memory": 52051, "data_time": 0.0128, "decode.loss_ce": 0.03917, "decode.acc_seg": 98.19787, "loss": 0.03917, "time": 0.54675} {"mode": "train", "epoch": 199, "iter": 36950, "lr": 7e-05, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03932, "decode.acc_seg": 98.1972, "loss": 0.03932, "time": 0.54817} {"mode": "train", "epoch": 199, "iter": 37000, "lr": 7e-05, "memory": 52051, "data_time": 0.01363, "decode.loss_ce": 0.03961, "decode.acc_seg": 98.18598, "loss": 0.03961, "time": 0.54844} {"mode": "train", "epoch": 200, "iter": 37050, "lr": 7e-05, "memory": 52051, "data_time": 0.06067, "decode.loss_ce": 0.03878, "decode.acc_seg": 98.18207, "loss": 0.03878, "time": 0.59375} {"mode": "train", "epoch": 200, "iter": 37100, "lr": 7e-05, "memory": 52051, "data_time": 0.01381, "decode.loss_ce": 0.03778, "decode.acc_seg": 98.24944, "loss": 0.03778, "time": 0.54888} {"mode": "train", "epoch": 200, "iter": 37150, "lr": 7e-05, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.04001, "decode.acc_seg": 98.15164, "loss": 0.04001, "time": 0.54791} {"mode": "train", "epoch": 200, "iter": 37200, "lr": 7e-05, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03864, "decode.acc_seg": 98.18796, "loss": 0.03864, "time": 0.54801} {"mode": "train", "epoch": 201, "iter": 37250, "lr": 7e-05, "memory": 52051, "data_time": 0.06029, "decode.loss_ce": 0.03836, "decode.acc_seg": 98.22177, "loss": 0.03836, "time": 0.59714} {"mode": "train", "epoch": 201, "iter": 37300, "lr": 7e-05, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03912, "decode.acc_seg": 98.18732, "loss": 0.03912, "time": 0.54817} {"mode": "train", "epoch": 201, "iter": 37350, "lr": 7e-05, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03907, "decode.acc_seg": 98.18808, "loss": 0.03907, "time": 0.54824} {"mode": "train", "epoch": 202, "iter": 37400, "lr": 7e-05, "memory": 52051, "data_time": 0.06085, "decode.loss_ce": 0.03913, "decode.acc_seg": 98.16888, "loss": 0.03913, "time": 0.59959} {"mode": "train", "epoch": 202, "iter": 37450, "lr": 7e-05, "memory": 52051, "data_time": 0.013, "decode.loss_ce": 0.03802, "decode.acc_seg": 98.22573, "loss": 0.03802, "time": 0.54493} {"mode": "train", "epoch": 202, "iter": 37500, "lr": 7e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03865, "decode.acc_seg": 98.1797, "loss": 0.03865, "time": 0.54769} {"mode": "train", "epoch": 202, "iter": 37550, "lr": 7e-05, "memory": 52051, "data_time": 0.01284, "decode.loss_ce": 0.04077, "decode.acc_seg": 98.16148, "loss": 0.04077, "time": 0.5463} {"mode": "train", "epoch": 203, "iter": 37600, "lr": 7e-05, "memory": 52051, "data_time": 0.06078, "decode.loss_ce": 0.03905, "decode.acc_seg": 98.16738, "loss": 0.03905, "time": 0.59636} {"mode": "train", "epoch": 203, "iter": 37650, "lr": 7e-05, "memory": 52051, "data_time": 0.01335, "decode.loss_ce": 0.03967, "decode.acc_seg": 98.15647, "loss": 0.03967, "time": 0.55085} {"mode": "train", "epoch": 203, "iter": 37700, "lr": 7e-05, "memory": 52051, "data_time": 0.01311, "decode.loss_ce": 0.03838, "decode.acc_seg": 98.21477, "loss": 0.03838, "time": 0.54739} {"mode": "train", "epoch": 203, "iter": 37750, "lr": 7e-05, "memory": 52051, "data_time": 0.01283, "decode.loss_ce": 0.0421, "decode.acc_seg": 98.09069, "loss": 0.0421, "time": 0.54777} {"mode": "train", "epoch": 204, "iter": 37800, "lr": 7e-05, "memory": 52051, "data_time": 0.05953, "decode.loss_ce": 0.03936, "decode.acc_seg": 98.1926, "loss": 0.03936, "time": 0.59633} {"mode": "train", "epoch": 204, "iter": 37850, "lr": 7e-05, "memory": 52051, "data_time": 0.01214, "decode.loss_ce": 0.03826, "decode.acc_seg": 98.2195, "loss": 0.03826, "time": 0.546} {"mode": "train", "epoch": 204, "iter": 37900, "lr": 7e-05, "memory": 52051, "data_time": 0.01257, "decode.loss_ce": 0.03921, "decode.acc_seg": 98.17874, "loss": 0.03921, "time": 0.54639} {"mode": "train", "epoch": 205, "iter": 37950, "lr": 7e-05, "memory": 52051, "data_time": 0.05895, "decode.loss_ce": 0.03949, "decode.acc_seg": 98.1736, "loss": 0.03949, "time": 0.59571} {"mode": "train", "epoch": 205, "iter": 38000, "lr": 7e-05, "memory": 52051, "data_time": 0.01241, "decode.loss_ce": 0.03904, "decode.acc_seg": 98.16432, "loss": 0.03904, "time": 0.54838} {"mode": "train", "epoch": 205, "iter": 38050, "lr": 7e-05, "memory": 52051, "data_time": 0.01213, "decode.loss_ce": 0.04021, "decode.acc_seg": 98.11714, "loss": 0.04021, "time": 0.54807} {"mode": "train", "epoch": 205, "iter": 38100, "lr": 7e-05, "memory": 52051, "data_time": 0.01285, "decode.loss_ce": 0.0402, "decode.acc_seg": 98.12783, "loss": 0.0402, "time": 0.54783} {"mode": "train", "epoch": 206, "iter": 38150, "lr": 7e-05, "memory": 52051, "data_time": 0.06043, "decode.loss_ce": 0.039, "decode.acc_seg": 98.17657, "loss": 0.039, "time": 0.59567} {"mode": "train", "epoch": 206, "iter": 38200, "lr": 7e-05, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03961, "decode.acc_seg": 98.17364, "loss": 0.03961, "time": 0.5466} {"mode": "train", "epoch": 206, "iter": 38250, "lr": 7e-05, "memory": 52051, "data_time": 0.01335, "decode.loss_ce": 0.03872, "decode.acc_seg": 98.18644, "loss": 0.03872, "time": 0.54812} {"mode": "train", "epoch": 206, "iter": 38300, "lr": 7e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03952, "decode.acc_seg": 98.16785, "loss": 0.03952, "time": 0.54882} {"mode": "train", "epoch": 207, "iter": 38350, "lr": 7e-05, "memory": 52051, "data_time": 0.06009, "decode.loss_ce": 0.03842, "decode.acc_seg": 98.21901, "loss": 0.03842, "time": 0.59785} {"mode": "train", "epoch": 207, "iter": 38400, "lr": 7e-05, "memory": 52051, "data_time": 0.01238, "decode.loss_ce": 0.03884, "decode.acc_seg": 98.207, "loss": 0.03884, "time": 0.5473} {"mode": "train", "epoch": 207, "iter": 38450, "lr": 7e-05, "memory": 52051, "data_time": 0.01232, "decode.loss_ce": 0.03853, "decode.acc_seg": 98.21501, "loss": 0.03853, "time": 0.5465} {"mode": "train", "epoch": 207, "iter": 38500, "lr": 7e-05, "memory": 52051, "data_time": 0.01259, "decode.loss_ce": 0.03912, "decode.acc_seg": 98.18644, "loss": 0.03912, "time": 0.54827} {"mode": "train", "epoch": 208, "iter": 38550, "lr": 7e-05, "memory": 52051, "data_time": 0.05966, "decode.loss_ce": 0.0399, "decode.acc_seg": 98.16036, "loss": 0.0399, "time": 0.59434} {"mode": "train", "epoch": 208, "iter": 38600, "lr": 7e-05, "memory": 52051, "data_time": 0.01251, "decode.loss_ce": 0.03794, "decode.acc_seg": 98.22719, "loss": 0.03794, "time": 0.54786} {"mode": "train", "epoch": 208, "iter": 38650, "lr": 7e-05, "memory": 52051, "data_time": 0.01287, "decode.loss_ce": 0.03946, "decode.acc_seg": 98.16212, "loss": 0.03946, "time": 0.54571} {"mode": "train", "epoch": 209, "iter": 38700, "lr": 7e-05, "memory": 52051, "data_time": 0.05852, "decode.loss_ce": 0.03865, "decode.acc_seg": 98.17709, "loss": 0.03865, "time": 0.59431} {"mode": "train", "epoch": 209, "iter": 38750, "lr": 7e-05, "memory": 52051, "data_time": 0.01281, "decode.loss_ce": 0.0394, "decode.acc_seg": 98.16849, "loss": 0.0394, "time": 0.5478} {"mode": "train", "epoch": 209, "iter": 38800, "lr": 7e-05, "memory": 52051, "data_time": 0.01253, "decode.loss_ce": 0.03985, "decode.acc_seg": 98.14318, "loss": 0.03985, "time": 0.54818} {"mode": "train", "epoch": 209, "iter": 38850, "lr": 7e-05, "memory": 52051, "data_time": 0.01231, "decode.loss_ce": 0.03845, "decode.acc_seg": 98.18161, "loss": 0.03845, "time": 0.54774} {"mode": "train", "epoch": 210, "iter": 38900, "lr": 7e-05, "memory": 52051, "data_time": 0.05885, "decode.loss_ce": 0.03781, "decode.acc_seg": 98.24435, "loss": 0.03781, "time": 0.59322} {"mode": "train", "epoch": 210, "iter": 38950, "lr": 7e-05, "memory": 52051, "data_time": 0.01237, "decode.loss_ce": 0.03845, "decode.acc_seg": 98.22335, "loss": 0.03845, "time": 0.54751} {"mode": "train", "epoch": 210, "iter": 39000, "lr": 7e-05, "memory": 52051, "data_time": 0.01261, "decode.loss_ce": 0.04123, "decode.acc_seg": 98.07993, "loss": 0.04123, "time": 0.54681} {"mode": "train", "epoch": 210, "iter": 39050, "lr": 7e-05, "memory": 52051, "data_time": 0.01272, "decode.loss_ce": 0.03833, "decode.acc_seg": 98.21652, "loss": 0.03833, "time": 0.54859} {"mode": "train", "epoch": 211, "iter": 39100, "lr": 7e-05, "memory": 52051, "data_time": 0.05949, "decode.loss_ce": 0.03857, "decode.acc_seg": 98.17635, "loss": 0.03857, "time": 0.59754} {"mode": "train", "epoch": 211, "iter": 39150, "lr": 7e-05, "memory": 52051, "data_time": 0.01267, "decode.loss_ce": 0.03853, "decode.acc_seg": 98.19671, "loss": 0.03853, "time": 0.5473} {"mode": "train", "epoch": 211, "iter": 39200, "lr": 7e-05, "memory": 52051, "data_time": 0.01296, "decode.loss_ce": 0.03827, "decode.acc_seg": 98.20491, "loss": 0.03827, "time": 0.54425} {"mode": "train", "epoch": 212, "iter": 39250, "lr": 7e-05, "memory": 52051, "data_time": 0.06053, "decode.loss_ce": 0.03792, "decode.acc_seg": 98.20801, "loss": 0.03792, "time": 0.59596} {"mode": "train", "epoch": 212, "iter": 39300, "lr": 7e-05, "memory": 52051, "data_time": 0.01284, "decode.loss_ce": 0.0398, "decode.acc_seg": 98.17608, "loss": 0.0398, "time": 0.54743} {"mode": "train", "epoch": 212, "iter": 39350, "lr": 7e-05, "memory": 52051, "data_time": 0.01251, "decode.loss_ce": 0.03929, "decode.acc_seg": 98.15394, "loss": 0.03929, "time": 0.54677} {"mode": "train", "epoch": 212, "iter": 39400, "lr": 7e-05, "memory": 52051, "data_time": 0.01274, "decode.loss_ce": 0.03829, "decode.acc_seg": 98.22035, "loss": 0.03829, "time": 0.54404} {"mode": "train", "epoch": 213, "iter": 39450, "lr": 7e-05, "memory": 52051, "data_time": 0.06006, "decode.loss_ce": 0.03903, "decode.acc_seg": 98.20751, "loss": 0.03903, "time": 0.59649} {"mode": "train", "epoch": 213, "iter": 39500, "lr": 7e-05, "memory": 52051, "data_time": 0.0128, "decode.loss_ce": 0.03813, "decode.acc_seg": 98.24283, "loss": 0.03813, "time": 0.54587} {"mode": "train", "epoch": 213, "iter": 39550, "lr": 7e-05, "memory": 52051, "data_time": 0.01284, "decode.loss_ce": 0.03852, "decode.acc_seg": 98.21507, "loss": 0.03852, "time": 0.548} {"mode": "train", "epoch": 213, "iter": 39600, "lr": 7e-05, "memory": 52051, "data_time": 0.01256, "decode.loss_ce": 0.03905, "decode.acc_seg": 98.15985, "loss": 0.03905, "time": 0.54418} {"mode": "train", "epoch": 214, "iter": 39650, "lr": 7e-05, "memory": 52051, "data_time": 0.05968, "decode.loss_ce": 0.04004, "decode.acc_seg": 98.15025, "loss": 0.04004, "time": 0.5949} {"mode": "train", "epoch": 214, "iter": 39700, "lr": 7e-05, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.03944, "decode.acc_seg": 98.17629, "loss": 0.03944, "time": 0.55078} {"mode": "train", "epoch": 214, "iter": 39750, "lr": 7e-05, "memory": 52051, "data_time": 0.01247, "decode.loss_ce": 0.03853, "decode.acc_seg": 98.21481, "loss": 0.03853, "time": 0.54723} {"mode": "train", "epoch": 214, "iter": 39800, "lr": 7e-05, "memory": 52051, "data_time": 0.01297, "decode.loss_ce": 0.03719, "decode.acc_seg": 98.22754, "loss": 0.03719, "time": 0.54714} {"mode": "train", "epoch": 215, "iter": 39850, "lr": 7e-05, "memory": 52051, "data_time": 0.05988, "decode.loss_ce": 0.03813, "decode.acc_seg": 98.19832, "loss": 0.03813, "time": 0.59331} {"mode": "train", "epoch": 215, "iter": 39900, "lr": 7e-05, "memory": 52051, "data_time": 0.01299, "decode.loss_ce": 0.0385, "decode.acc_seg": 98.22043, "loss": 0.0385, "time": 0.55046} {"mode": "train", "epoch": 215, "iter": 39950, "lr": 7e-05, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.03958, "decode.acc_seg": 98.15907, "loss": 0.03958, "time": 0.54708} {"mode": "train", "epoch": 216, "iter": 40000, "lr": 7e-05, "memory": 52051, "data_time": 0.05918, "decode.loss_ce": 0.03966, "decode.acc_seg": 98.16691, "loss": 0.03966, "time": 0.59644} {"mode": "train", "epoch": 216, "iter": 40050, "lr": 4e-05, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03798, "decode.acc_seg": 98.22455, "loss": 0.03798, "time": 0.5487} {"mode": "train", "epoch": 216, "iter": 40100, "lr": 4e-05, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.0386, "decode.acc_seg": 98.20441, "loss": 0.0386, "time": 0.54698} {"mode": "train", "epoch": 216, "iter": 40150, "lr": 4e-05, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03905, "decode.acc_seg": 98.19247, "loss": 0.03905, "time": 0.54673} {"mode": "train", "epoch": 217, "iter": 40200, "lr": 4e-05, "memory": 52051, "data_time": 0.06017, "decode.loss_ce": 0.03813, "decode.acc_seg": 98.21573, "loss": 0.03813, "time": 0.59517} {"mode": "train", "epoch": 217, "iter": 40250, "lr": 4e-05, "memory": 52051, "data_time": 0.01275, "decode.loss_ce": 0.03828, "decode.acc_seg": 98.24976, "loss": 0.03828, "time": 0.54925} {"mode": "train", "epoch": 217, "iter": 40300, "lr": 4e-05, "memory": 52051, "data_time": 0.01374, "decode.loss_ce": 0.03877, "decode.acc_seg": 98.20612, "loss": 0.03877, "time": 0.5486} {"mode": "train", "epoch": 217, "iter": 40350, "lr": 4e-05, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03775, "decode.acc_seg": 98.23645, "loss": 0.03775, "time": 0.54918} {"mode": "train", "epoch": 218, "iter": 40400, "lr": 4e-05, "memory": 52051, "data_time": 0.061, "decode.loss_ce": 0.03855, "decode.acc_seg": 98.20273, "loss": 0.03855, "time": 0.595} {"mode": "train", "epoch": 218, "iter": 40450, "lr": 4e-05, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03796, "decode.acc_seg": 98.22616, "loss": 0.03796, "time": 0.54881} {"mode": "train", "epoch": 218, "iter": 40500, "lr": 4e-05, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.037, "decode.acc_seg": 98.27358, "loss": 0.037, "time": 0.54819} {"mode": "train", "epoch": 219, "iter": 40550, "lr": 4e-05, "memory": 52051, "data_time": 0.05969, "decode.loss_ce": 0.0378, "decode.acc_seg": 98.24222, "loss": 0.0378, "time": 0.59672} {"mode": "train", "epoch": 219, "iter": 40600, "lr": 4e-05, "memory": 52051, "data_time": 0.01294, "decode.loss_ce": 0.03797, "decode.acc_seg": 98.22454, "loss": 0.03797, "time": 0.54901} {"mode": "train", "epoch": 219, "iter": 40650, "lr": 4e-05, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.03842, "decode.acc_seg": 98.20379, "loss": 0.03842, "time": 0.54859} {"mode": "train", "epoch": 219, "iter": 40700, "lr": 4e-05, "memory": 52051, "data_time": 0.01307, "decode.loss_ce": 0.0382, "decode.acc_seg": 98.21751, "loss": 0.0382, "time": 0.54538} {"mode": "train", "epoch": 220, "iter": 40750, "lr": 4e-05, "memory": 52051, "data_time": 0.05888, "decode.loss_ce": 0.03858, "decode.acc_seg": 98.20263, "loss": 0.03858, "time": 0.59528} {"mode": "train", "epoch": 220, "iter": 40800, "lr": 4e-05, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03685, "decode.acc_seg": 98.24883, "loss": 0.03685, "time": 0.54795} {"mode": "train", "epoch": 220, "iter": 40850, "lr": 4e-05, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03795, "decode.acc_seg": 98.214, "loss": 0.03795, "time": 0.54812} {"mode": "train", "epoch": 220, "iter": 40900, "lr": 4e-05, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03809, "decode.acc_seg": 98.21486, "loss": 0.03809, "time": 0.54613} {"mode": "train", "epoch": 221, "iter": 40950, "lr": 4e-05, "memory": 52051, "data_time": 0.06061, "decode.loss_ce": 0.03757, "decode.acc_seg": 98.23694, "loss": 0.03757, "time": 0.59805} {"mode": "train", "epoch": 221, "iter": 41000, "lr": 4e-05, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03811, "decode.acc_seg": 98.22604, "loss": 0.03811, "time": 0.54766} {"mode": "train", "epoch": 221, "iter": 41050, "lr": 4e-05, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.03757, "decode.acc_seg": 98.23282, "loss": 0.03757, "time": 0.54759} {"mode": "train", "epoch": 221, "iter": 41100, "lr": 4e-05, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03719, "decode.acc_seg": 98.27204, "loss": 0.03719, "time": 0.54847} {"mode": "train", "epoch": 222, "iter": 41150, "lr": 4e-05, "memory": 52051, "data_time": 0.05925, "decode.loss_ce": 0.03819, "decode.acc_seg": 98.21855, "loss": 0.03819, "time": 0.59565} {"mode": "train", "epoch": 222, "iter": 41200, "lr": 4e-05, "memory": 52051, "data_time": 0.01364, "decode.loss_ce": 0.03752, "decode.acc_seg": 98.2284, "loss": 0.03752, "time": 0.54929} {"mode": "train", "epoch": 222, "iter": 41250, "lr": 4e-05, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03685, "decode.acc_seg": 98.26707, "loss": 0.03685, "time": 0.54823} {"mode": "train", "epoch": 223, "iter": 41300, "lr": 4e-05, "memory": 52051, "data_time": 0.0607, "decode.loss_ce": 0.03733, "decode.acc_seg": 98.24615, "loss": 0.03733, "time": 0.59555} {"mode": "train", "epoch": 223, "iter": 41350, "lr": 4e-05, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.03933, "decode.acc_seg": 98.18217, "loss": 0.03933, "time": 0.54789} {"mode": "train", "epoch": 223, "iter": 41400, "lr": 4e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03882, "decode.acc_seg": 98.22611, "loss": 0.03882, "time": 0.54596} {"mode": "train", "epoch": 223, "iter": 41450, "lr": 4e-05, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03734, "decode.acc_seg": 98.24461, "loss": 0.03734, "time": 0.54874} {"mode": "train", "epoch": 224, "iter": 41500, "lr": 4e-05, "memory": 52051, "data_time": 0.06136, "decode.loss_ce": 0.0383, "decode.acc_seg": 98.21568, "loss": 0.0383, "time": 0.59598} {"mode": "train", "epoch": 224, "iter": 41550, "lr": 4e-05, "memory": 52051, "data_time": 0.01357, "decode.loss_ce": 0.03863, "decode.acc_seg": 98.20923, "loss": 0.03863, "time": 0.55092} {"mode": "train", "epoch": 224, "iter": 41600, "lr": 4e-05, "memory": 52051, "data_time": 0.01384, "decode.loss_ce": 0.03873, "decode.acc_seg": 98.18546, "loss": 0.03873, "time": 0.54916} {"mode": "train", "epoch": 224, "iter": 41650, "lr": 4e-05, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.03802, "decode.acc_seg": 98.23125, "loss": 0.03802, "time": 0.54624} {"mode": "train", "epoch": 225, "iter": 41700, "lr": 4e-05, "memory": 52051, "data_time": 0.0604, "decode.loss_ce": 0.03724, "decode.acc_seg": 98.241, "loss": 0.03724, "time": 0.59647} {"mode": "train", "epoch": 225, "iter": 41750, "lr": 4e-05, "memory": 52051, "data_time": 0.01337, "decode.loss_ce": 0.03812, "decode.acc_seg": 98.21946, "loss": 0.03812, "time": 0.55069} {"mode": "train", "epoch": 225, "iter": 41800, "lr": 4e-05, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.03727, "decode.acc_seg": 98.2598, "loss": 0.03727, "time": 0.54908} {"mode": "train", "epoch": 225, "iter": 41850, "lr": 4e-05, "memory": 52051, "data_time": 0.01381, "decode.loss_ce": 0.03894, "decode.acc_seg": 98.19861, "loss": 0.03894, "time": 0.54932} {"mode": "train", "epoch": 226, "iter": 41900, "lr": 4e-05, "memory": 52051, "data_time": 0.06114, "decode.loss_ce": 0.03809, "decode.acc_seg": 98.22777, "loss": 0.03809, "time": 0.59748} {"mode": "train", "epoch": 226, "iter": 41950, "lr": 4e-05, "memory": 52051, "data_time": 0.01392, "decode.loss_ce": 0.03749, "decode.acc_seg": 98.24144, "loss": 0.03749, "time": 0.54977} {"mode": "train", "epoch": 226, "iter": 42000, "lr": 4e-05, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03899, "decode.acc_seg": 98.18771, "loss": 0.03899, "time": 0.5468} {"mode": "train", "epoch": 227, "iter": 42050, "lr": 4e-05, "memory": 52051, "data_time": 0.05975, "decode.loss_ce": 0.03643, "decode.acc_seg": 98.30169, "loss": 0.03643, "time": 0.5892} {"mode": "train", "epoch": 227, "iter": 42100, "lr": 4e-05, "memory": 52051, "data_time": 0.01344, "decode.loss_ce": 0.03861, "decode.acc_seg": 98.22267, "loss": 0.03861, "time": 0.54938} {"mode": "train", "epoch": 227, "iter": 42150, "lr": 4e-05, "memory": 52051, "data_time": 0.01368, "decode.loss_ce": 0.03717, "decode.acc_seg": 98.26318, "loss": 0.03717, "time": 0.54924} {"mode": "train", "epoch": 227, "iter": 42200, "lr": 4e-05, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03828, "decode.acc_seg": 98.21299, "loss": 0.03828, "time": 0.55085} {"mode": "train", "epoch": 228, "iter": 42250, "lr": 4e-05, "memory": 52051, "data_time": 0.06044, "decode.loss_ce": 0.03689, "decode.acc_seg": 98.28721, "loss": 0.03689, "time": 0.60028} {"mode": "train", "epoch": 228, "iter": 42300, "lr": 4e-05, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.03701, "decode.acc_seg": 98.27466, "loss": 0.03701, "time": 0.54083} {"mode": "train", "epoch": 228, "iter": 42350, "lr": 4e-05, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03601, "decode.acc_seg": 98.27716, "loss": 0.03601, "time": 0.54657} {"mode": "train", "epoch": 228, "iter": 42400, "lr": 4e-05, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03873, "decode.acc_seg": 98.20269, "loss": 0.03873, "time": 0.54476} {"mode": "train", "epoch": 229, "iter": 42450, "lr": 4e-05, "memory": 52051, "data_time": 0.06054, "decode.loss_ce": 0.03792, "decode.acc_seg": 98.23688, "loss": 0.03792, "time": 0.59468} {"mode": "train", "epoch": 229, "iter": 42500, "lr": 4e-05, "memory": 52051, "data_time": 0.01357, "decode.loss_ce": 0.03751, "decode.acc_seg": 98.25468, "loss": 0.03751, "time": 0.54964} {"mode": "train", "epoch": 229, "iter": 42550, "lr": 4e-05, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.03808, "decode.acc_seg": 98.25604, "loss": 0.03808, "time": 0.547} {"mode": "train", "epoch": 230, "iter": 42600, "lr": 4e-05, "memory": 52051, "data_time": 0.06101, "decode.loss_ce": 0.03822, "decode.acc_seg": 98.23121, "loss": 0.03822, "time": 0.59806} {"mode": "train", "epoch": 230, "iter": 42650, "lr": 4e-05, "memory": 52051, "data_time": 0.01363, "decode.loss_ce": 0.03701, "decode.acc_seg": 98.2612, "loss": 0.03701, "time": 0.54601} {"mode": "train", "epoch": 230, "iter": 42700, "lr": 4e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03675, "decode.acc_seg": 98.28534, "loss": 0.03675, "time": 0.54717} {"mode": "train", "epoch": 230, "iter": 42750, "lr": 4e-05, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.03974, "decode.acc_seg": 98.1657, "loss": 0.03974, "time": 0.54812} {"mode": "train", "epoch": 231, "iter": 42800, "lr": 4e-05, "memory": 52051, "data_time": 0.05857, "decode.loss_ce": 0.03737, "decode.acc_seg": 98.2853, "loss": 0.03737, "time": 0.59587} {"mode": "train", "epoch": 231, "iter": 42850, "lr": 4e-05, "memory": 52051, "data_time": 0.01371, "decode.loss_ce": 0.03702, "decode.acc_seg": 98.24819, "loss": 0.03702, "time": 0.54923} {"mode": "train", "epoch": 231, "iter": 42900, "lr": 4e-05, "memory": 52051, "data_time": 0.01364, "decode.loss_ce": 0.03741, "decode.acc_seg": 98.23868, "loss": 0.03741, "time": 0.55026} {"mode": "train", "epoch": 231, "iter": 42950, "lr": 4e-05, "memory": 52051, "data_time": 0.01293, "decode.loss_ce": 0.03721, "decode.acc_seg": 98.25634, "loss": 0.03721, "time": 0.54627} {"mode": "train", "epoch": 232, "iter": 43000, "lr": 4e-05, "memory": 52051, "data_time": 0.0613, "decode.loss_ce": 0.03779, "decode.acc_seg": 98.24496, "loss": 0.03779, "time": 0.59841} {"mode": "train", "epoch": 232, "iter": 43050, "lr": 4e-05, "memory": 52051, "data_time": 0.01335, "decode.loss_ce": 0.03671, "decode.acc_seg": 98.2865, "loss": 0.03671, "time": 0.5469} {"mode": "train", "epoch": 232, "iter": 43100, "lr": 4e-05, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.03794, "decode.acc_seg": 98.215, "loss": 0.03794, "time": 0.54892} {"mode": "train", "epoch": 232, "iter": 43150, "lr": 4e-05, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.03812, "decode.acc_seg": 98.21976, "loss": 0.03812, "time": 0.54812} {"mode": "train", "epoch": 233, "iter": 43200, "lr": 4e-05, "memory": 52051, "data_time": 0.06071, "decode.loss_ce": 0.03847, "decode.acc_seg": 98.21177, "loss": 0.03847, "time": 0.59532} {"mode": "train", "epoch": 233, "iter": 43250, "lr": 4e-05, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.03721, "decode.acc_seg": 98.27553, "loss": 0.03721, "time": 0.54653} {"mode": "train", "epoch": 233, "iter": 43300, "lr": 4e-05, "memory": 52051, "data_time": 0.01389, "decode.loss_ce": 0.03736, "decode.acc_seg": 98.2576, "loss": 0.03736, "time": 0.54619} {"mode": "train", "epoch": 234, "iter": 43350, "lr": 4e-05, "memory": 52051, "data_time": 0.06083, "decode.loss_ce": 0.03681, "decode.acc_seg": 98.2704, "loss": 0.03681, "time": 0.59783} {"mode": "train", "epoch": 234, "iter": 43400, "lr": 4e-05, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03795, "decode.acc_seg": 98.23925, "loss": 0.03795, "time": 0.54981} {"mode": "train", "epoch": 234, "iter": 43450, "lr": 4e-05, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03735, "decode.acc_seg": 98.2449, "loss": 0.03735, "time": 0.54756} {"mode": "train", "epoch": 234, "iter": 43500, "lr": 4e-05, "memory": 52051, "data_time": 0.01401, "decode.loss_ce": 0.03753, "decode.acc_seg": 98.2452, "loss": 0.03753, "time": 0.54947} {"mode": "train", "epoch": 235, "iter": 43550, "lr": 4e-05, "memory": 52051, "data_time": 0.06045, "decode.loss_ce": 0.03833, "decode.acc_seg": 98.21884, "loss": 0.03833, "time": 0.59584} {"mode": "train", "epoch": 235, "iter": 43600, "lr": 4e-05, "memory": 52051, "data_time": 0.01377, "decode.loss_ce": 0.03691, "decode.acc_seg": 98.27391, "loss": 0.03691, "time": 0.55112} {"mode": "train", "epoch": 235, "iter": 43650, "lr": 4e-05, "memory": 52051, "data_time": 0.01394, "decode.loss_ce": 0.03762, "decode.acc_seg": 98.23787, "loss": 0.03762, "time": 0.54831} {"mode": "train", "epoch": 235, "iter": 43700, "lr": 4e-05, "memory": 52051, "data_time": 0.01291, "decode.loss_ce": 0.03791, "decode.acc_seg": 98.22976, "loss": 0.03791, "time": 0.5447} {"mode": "train", "epoch": 236, "iter": 43750, "lr": 4e-05, "memory": 52051, "data_time": 0.06119, "decode.loss_ce": 0.0381, "decode.acc_seg": 98.2135, "loss": 0.0381, "time": 0.59214} {"mode": "train", "epoch": 236, "iter": 43800, "lr": 4e-05, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03726, "decode.acc_seg": 98.25045, "loss": 0.03726, "time": 0.54778} {"mode": "train", "epoch": 236, "iter": 43850, "lr": 4e-05, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03746, "decode.acc_seg": 98.25043, "loss": 0.03746, "time": 0.54899} {"mode": "train", "epoch": 237, "iter": 43900, "lr": 4e-05, "memory": 52051, "data_time": 0.0609, "decode.loss_ce": 0.03635, "decode.acc_seg": 98.28501, "loss": 0.03635, "time": 0.59651} {"mode": "train", "epoch": 237, "iter": 43950, "lr": 4e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03808, "decode.acc_seg": 98.22208, "loss": 0.03808, "time": 0.54827} {"mode": "train", "epoch": 237, "iter": 44000, "lr": 4e-05, "memory": 52051, "data_time": 0.01358, "decode.loss_ce": 0.03695, "decode.acc_seg": 98.26302, "loss": 0.03695, "time": 0.54939} {"mode": "train", "epoch": 237, "iter": 44050, "lr": 4e-05, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03718, "decode.acc_seg": 98.24662, "loss": 0.03718, "time": 0.546} {"mode": "train", "epoch": 238, "iter": 44100, "lr": 4e-05, "memory": 52051, "data_time": 0.05987, "decode.loss_ce": 0.03783, "decode.acc_seg": 98.24446, "loss": 0.03783, "time": 0.59477} {"mode": "train", "epoch": 238, "iter": 44150, "lr": 4e-05, "memory": 52051, "data_time": 0.01371, "decode.loss_ce": 0.0377, "decode.acc_seg": 98.24527, "loss": 0.0377, "time": 0.54969} {"mode": "train", "epoch": 238, "iter": 44200, "lr": 4e-05, "memory": 52051, "data_time": 0.01308, "decode.loss_ce": 0.04104, "decode.acc_seg": 98.1881, "loss": 0.04104, "time": 0.54557} {"mode": "train", "epoch": 238, "iter": 44250, "lr": 4e-05, "memory": 52051, "data_time": 0.01361, "decode.loss_ce": 0.03778, "decode.acc_seg": 98.24236, "loss": 0.03778, "time": 0.54703} {"mode": "train", "epoch": 239, "iter": 44300, "lr": 4e-05, "memory": 52051, "data_time": 0.05951, "decode.loss_ce": 0.0388, "decode.acc_seg": 98.20807, "loss": 0.0388, "time": 0.59584} {"mode": "train", "epoch": 239, "iter": 44350, "lr": 4e-05, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03734, "decode.acc_seg": 98.25973, "loss": 0.03734, "time": 0.54465} {"mode": "train", "epoch": 239, "iter": 44400, "lr": 4e-05, "memory": 52051, "data_time": 0.01373, "decode.loss_ce": 0.03807, "decode.acc_seg": 98.23665, "loss": 0.03807, "time": 0.54468} {"mode": "train", "epoch": 239, "iter": 44450, "lr": 4e-05, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03611, "decode.acc_seg": 98.32032, "loss": 0.03611, "time": 0.54816} {"mode": "train", "epoch": 240, "iter": 44500, "lr": 4e-05, "memory": 52051, "data_time": 0.06148, "decode.loss_ce": 0.03737, "decode.acc_seg": 98.24353, "loss": 0.03737, "time": 0.59536} {"mode": "train", "epoch": 240, "iter": 44550, "lr": 4e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03834, "decode.acc_seg": 98.21119, "loss": 0.03834, "time": 0.54663} {"mode": "train", "epoch": 240, "iter": 44600, "lr": 4e-05, "memory": 52051, "data_time": 0.01357, "decode.loss_ce": 0.03727, "decode.acc_seg": 98.25124, "loss": 0.03727, "time": 0.54922} {"mode": "train", "epoch": 241, "iter": 44650, "lr": 4e-05, "memory": 52051, "data_time": 0.06059, "decode.loss_ce": 0.03764, "decode.acc_seg": 98.22484, "loss": 0.03764, "time": 0.59709} {"mode": "train", "epoch": 241, "iter": 44700, "lr": 4e-05, "memory": 52051, "data_time": 0.01386, "decode.loss_ce": 0.03642, "decode.acc_seg": 98.31248, "loss": 0.03642, "time": 0.54659} {"mode": "train", "epoch": 241, "iter": 44750, "lr": 4e-05, "memory": 52051, "data_time": 0.01375, "decode.loss_ce": 0.03706, "decode.acc_seg": 98.25101, "loss": 0.03706, "time": 0.54903} {"mode": "train", "epoch": 241, "iter": 44800, "lr": 4e-05, "memory": 52051, "data_time": 0.01401, "decode.loss_ce": 0.03647, "decode.acc_seg": 98.26645, "loss": 0.03647, "time": 0.54707} {"mode": "train", "epoch": 242, "iter": 44850, "lr": 4e-05, "memory": 52051, "data_time": 0.06053, "decode.loss_ce": 0.0381, "decode.acc_seg": 98.25722, "loss": 0.0381, "time": 0.59613} {"mode": "train", "epoch": 242, "iter": 44900, "lr": 4e-05, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.03803, "decode.acc_seg": 98.24347, "loss": 0.03803, "time": 0.54711} {"mode": "train", "epoch": 242, "iter": 44950, "lr": 4e-05, "memory": 52051, "data_time": 0.01253, "decode.loss_ce": 0.03843, "decode.acc_seg": 98.20941, "loss": 0.03843, "time": 0.54996} {"mode": "train", "epoch": 242, "iter": 45000, "lr": 4e-05, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.03767, "decode.acc_seg": 98.23062, "loss": 0.03767, "time": 0.54738} {"mode": "train", "epoch": 243, "iter": 45050, "lr": 4e-05, "memory": 52051, "data_time": 0.05935, "decode.loss_ce": 0.03603, "decode.acc_seg": 98.30259, "loss": 0.03603, "time": 0.59681} {"mode": "train", "epoch": 243, "iter": 45100, "lr": 4e-05, "memory": 52051, "data_time": 0.01253, "decode.loss_ce": 0.03872, "decode.acc_seg": 98.21039, "loss": 0.03872, "time": 0.54807} {"mode": "train", "epoch": 243, "iter": 45150, "lr": 4e-05, "memory": 52051, "data_time": 0.01241, "decode.loss_ce": 0.03713, "decode.acc_seg": 98.28059, "loss": 0.03713, "time": 0.54286} {"mode": "train", "epoch": 244, "iter": 45200, "lr": 4e-05, "memory": 52051, "data_time": 0.05938, "decode.loss_ce": 0.03726, "decode.acc_seg": 98.26033, "loss": 0.03726, "time": 0.59354} {"mode": "train", "epoch": 244, "iter": 45250, "lr": 4e-05, "memory": 52051, "data_time": 0.01311, "decode.loss_ce": 0.03855, "decode.acc_seg": 98.21951, "loss": 0.03855, "time": 0.54819} {"mode": "train", "epoch": 244, "iter": 45300, "lr": 4e-05, "memory": 52051, "data_time": 0.01394, "decode.loss_ce": 0.03766, "decode.acc_seg": 98.24685, "loss": 0.03766, "time": 0.5511} {"mode": "train", "epoch": 244, "iter": 45350, "lr": 4e-05, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.03636, "decode.acc_seg": 98.29645, "loss": 0.03636, "time": 0.54812} {"mode": "train", "epoch": 245, "iter": 45400, "lr": 4e-05, "memory": 52051, "data_time": 0.06052, "decode.loss_ce": 0.03918, "decode.acc_seg": 98.19465, "loss": 0.03918, "time": 0.59562} {"mode": "train", "epoch": 245, "iter": 45450, "lr": 4e-05, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.03779, "decode.acc_seg": 98.23437, "loss": 0.03779, "time": 0.54731} {"mode": "train", "epoch": 245, "iter": 45500, "lr": 4e-05, "memory": 52051, "data_time": 0.013, "decode.loss_ce": 0.03719, "decode.acc_seg": 98.24786, "loss": 0.03719, "time": 0.54925} {"mode": "train", "epoch": 245, "iter": 45550, "lr": 4e-05, "memory": 52051, "data_time": 0.01358, "decode.loss_ce": 0.03678, "decode.acc_seg": 98.2674, "loss": 0.03678, "time": 0.54765} {"mode": "train", "epoch": 246, "iter": 45600, "lr": 4e-05, "memory": 52051, "data_time": 0.05964, "decode.loss_ce": 0.03675, "decode.acc_seg": 98.27128, "loss": 0.03675, "time": 0.59461} {"mode": "train", "epoch": 246, "iter": 45650, "lr": 4e-05, "memory": 52051, "data_time": 0.0127, "decode.loss_ce": 0.03683, "decode.acc_seg": 98.29365, "loss": 0.03683, "time": 0.54511} {"mode": "train", "epoch": 246, "iter": 45700, "lr": 4e-05, "memory": 52051, "data_time": 0.01378, "decode.loss_ce": 0.03762, "decode.acc_seg": 98.24711, "loss": 0.03762, "time": 0.54847} {"mode": "train", "epoch": 246, "iter": 45750, "lr": 4e-05, "memory": 52051, "data_time": 0.01263, "decode.loss_ce": 0.03703, "decode.acc_seg": 98.27683, "loss": 0.03703, "time": 0.54941} {"mode": "train", "epoch": 247, "iter": 45800, "lr": 4e-05, "memory": 52051, "data_time": 0.05987, "decode.loss_ce": 0.03833, "decode.acc_seg": 98.20418, "loss": 0.03833, "time": 0.5961} {"mode": "train", "epoch": 247, "iter": 45850, "lr": 4e-05, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03808, "decode.acc_seg": 98.24709, "loss": 0.03808, "time": 0.54893} {"mode": "train", "epoch": 247, "iter": 45900, "lr": 4e-05, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03822, "decode.acc_seg": 98.23696, "loss": 0.03822, "time": 0.54801} {"mode": "train", "epoch": 248, "iter": 45950, "lr": 4e-05, "memory": 52051, "data_time": 0.06084, "decode.loss_ce": 0.03755, "decode.acc_seg": 98.23437, "loss": 0.03755, "time": 0.59884} {"mode": "train", "epoch": 248, "iter": 46000, "lr": 4e-05, "memory": 52051, "data_time": 0.01295, "decode.loss_ce": 0.03726, "decode.acc_seg": 98.26936, "loss": 0.03726, "time": 0.54983} {"mode": "train", "epoch": 248, "iter": 46050, "lr": 4e-05, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03875, "decode.acc_seg": 98.22186, "loss": 0.03875, "time": 0.54789} {"mode": "train", "epoch": 248, "iter": 46100, "lr": 4e-05, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03688, "decode.acc_seg": 98.26253, "loss": 0.03688, "time": 0.54943} {"mode": "train", "epoch": 249, "iter": 46150, "lr": 4e-05, "memory": 52051, "data_time": 0.06031, "decode.loss_ce": 0.03645, "decode.acc_seg": 98.28166, "loss": 0.03645, "time": 0.59921} {"mode": "train", "epoch": 249, "iter": 46200, "lr": 4e-05, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03841, "decode.acc_seg": 98.20392, "loss": 0.03841, "time": 0.5472} {"mode": "train", "epoch": 249, "iter": 46250, "lr": 4e-05, "memory": 52051, "data_time": 0.01276, "decode.loss_ce": 0.03649, "decode.acc_seg": 98.30389, "loss": 0.03649, "time": 0.54303} {"mode": "train", "epoch": 249, "iter": 46300, "lr": 4e-05, "memory": 52051, "data_time": 0.01389, "decode.loss_ce": 0.03704, "decode.acc_seg": 98.28727, "loss": 0.03704, "time": 0.54709} {"mode": "train", "epoch": 250, "iter": 46350, "lr": 4e-05, "memory": 52051, "data_time": 0.06046, "decode.loss_ce": 0.03761, "decode.acc_seg": 98.26583, "loss": 0.03761, "time": 0.59902} {"mode": "train", "epoch": 250, "iter": 46400, "lr": 4e-05, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03744, "decode.acc_seg": 98.25321, "loss": 0.03744, "time": 0.54626} {"mode": "train", "epoch": 250, "iter": 46450, "lr": 4e-05, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03685, "decode.acc_seg": 98.2774, "loss": 0.03685, "time": 0.54485} {"mode": "train", "epoch": 250, "iter": 46500, "lr": 4e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03817, "decode.acc_seg": 98.20304, "loss": 0.03817, "time": 0.54812} {"mode": "train", "epoch": 251, "iter": 46550, "lr": 4e-05, "memory": 52051, "data_time": 0.06045, "decode.loss_ce": 0.03685, "decode.acc_seg": 98.27616, "loss": 0.03685, "time": 0.59823} {"mode": "train", "epoch": 251, "iter": 46600, "lr": 4e-05, "memory": 52051, "data_time": 0.01383, "decode.loss_ce": 0.03681, "decode.acc_seg": 98.30348, "loss": 0.03681, "time": 0.54958} {"mode": "train", "epoch": 251, "iter": 46650, "lr": 4e-05, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.03795, "decode.acc_seg": 98.22755, "loss": 0.03795, "time": 0.54717} {"mode": "train", "epoch": 252, "iter": 46700, "lr": 4e-05, "memory": 52051, "data_time": 0.06128, "decode.loss_ce": 0.03718, "decode.acc_seg": 98.2652, "loss": 0.03718, "time": 0.59675} {"mode": "train", "epoch": 252, "iter": 46750, "lr": 4e-05, "memory": 52051, "data_time": 0.01391, "decode.loss_ce": 0.0383, "decode.acc_seg": 98.2214, "loss": 0.0383, "time": 0.5475} {"mode": "train", "epoch": 252, "iter": 46800, "lr": 4e-05, "memory": 52051, "data_time": 0.01377, "decode.loss_ce": 0.03738, "decode.acc_seg": 98.26803, "loss": 0.03738, "time": 0.54871} {"mode": "train", "epoch": 252, "iter": 46850, "lr": 4e-05, "memory": 52051, "data_time": 0.01282, "decode.loss_ce": 0.03879, "decode.acc_seg": 98.19976, "loss": 0.03879, "time": 0.54981} {"mode": "train", "epoch": 253, "iter": 46900, "lr": 4e-05, "memory": 52051, "data_time": 0.06089, "decode.loss_ce": 0.03701, "decode.acc_seg": 98.27664, "loss": 0.03701, "time": 0.5987} {"mode": "train", "epoch": 253, "iter": 46950, "lr": 4e-05, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.03738, "decode.acc_seg": 98.24662, "loss": 0.03738, "time": 0.54631} {"mode": "train", "epoch": 253, "iter": 47000, "lr": 4e-05, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03783, "decode.acc_seg": 98.23455, "loss": 0.03783, "time": 0.5452} {"mode": "train", "epoch": 253, "iter": 47050, "lr": 4e-05, "memory": 52051, "data_time": 0.01393, "decode.loss_ce": 0.03695, "decode.acc_seg": 98.25618, "loss": 0.03695, "time": 0.54767} {"mode": "train", "epoch": 254, "iter": 47100, "lr": 4e-05, "memory": 52051, "data_time": 0.06189, "decode.loss_ce": 0.03821, "decode.acc_seg": 98.2041, "loss": 0.03821, "time": 0.59713} {"mode": "train", "epoch": 254, "iter": 47150, "lr": 4e-05, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03645, "decode.acc_seg": 98.31287, "loss": 0.03645, "time": 0.5466} {"mode": "train", "epoch": 254, "iter": 47200, "lr": 4e-05, "memory": 52051, "data_time": 0.01368, "decode.loss_ce": 0.04125, "decode.acc_seg": 98.10908, "loss": 0.04125, "time": 0.54678} {"mode": "train", "epoch": 255, "iter": 47250, "lr": 4e-05, "memory": 52051, "data_time": 0.06097, "decode.loss_ce": 0.03878, "decode.acc_seg": 98.2024, "loss": 0.03878, "time": 0.59763} {"mode": "train", "epoch": 255, "iter": 47300, "lr": 4e-05, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.03792, "decode.acc_seg": 98.22133, "loss": 0.03792, "time": 0.54969} {"mode": "train", "epoch": 255, "iter": 47350, "lr": 4e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03726, "decode.acc_seg": 98.26891, "loss": 0.03726, "time": 0.5484} {"mode": "train", "epoch": 255, "iter": 47400, "lr": 4e-05, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03783, "decode.acc_seg": 98.24232, "loss": 0.03783, "time": 0.54999} {"mode": "train", "epoch": 256, "iter": 47450, "lr": 4e-05, "memory": 52051, "data_time": 0.06075, "decode.loss_ce": 0.03724, "decode.acc_seg": 98.2667, "loss": 0.03724, "time": 0.59753} {"mode": "train", "epoch": 256, "iter": 47500, "lr": 4e-05, "memory": 52051, "data_time": 0.01376, "decode.loss_ce": 0.03628, "decode.acc_seg": 98.29244, "loss": 0.03628, "time": 0.54899} {"mode": "train", "epoch": 256, "iter": 47550, "lr": 4e-05, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.03741, "decode.acc_seg": 98.25316, "loss": 0.03741, "time": 0.55005} {"mode": "train", "epoch": 256, "iter": 47600, "lr": 4e-05, "memory": 52051, "data_time": 0.01281, "decode.loss_ce": 0.03738, "decode.acc_seg": 98.26006, "loss": 0.03738, "time": 0.54815} {"mode": "train", "epoch": 257, "iter": 47650, "lr": 4e-05, "memory": 52051, "data_time": 0.05955, "decode.loss_ce": 0.03664, "decode.acc_seg": 98.30546, "loss": 0.03664, "time": 0.59357} {"mode": "train", "epoch": 257, "iter": 47700, "lr": 4e-05, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03776, "decode.acc_seg": 98.22216, "loss": 0.03776, "time": 0.54637} {"mode": "train", "epoch": 257, "iter": 47750, "lr": 4e-05, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.03887, "decode.acc_seg": 98.19527, "loss": 0.03887, "time": 0.54623} {"mode": "train", "epoch": 257, "iter": 47800, "lr": 4e-05, "memory": 52051, "data_time": 0.01221, "decode.loss_ce": 0.03786, "decode.acc_seg": 98.24823, "loss": 0.03786, "time": 0.54501} {"mode": "train", "epoch": 258, "iter": 47850, "lr": 4e-05, "memory": 52051, "data_time": 0.06039, "decode.loss_ce": 0.03775, "decode.acc_seg": 98.23167, "loss": 0.03775, "time": 0.59497} {"mode": "train", "epoch": 258, "iter": 47900, "lr": 4e-05, "memory": 52051, "data_time": 0.01299, "decode.loss_ce": 0.03755, "decode.acc_seg": 98.25422, "loss": 0.03755, "time": 0.5461} {"mode": "train", "epoch": 258, "iter": 47950, "lr": 4e-05, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.03652, "decode.acc_seg": 98.28753, "loss": 0.03652, "time": 0.54698} {"mode": "train", "epoch": 259, "iter": 48000, "lr": 4e-05, "memory": 52051, "data_time": 0.0601, "decode.loss_ce": 0.03804, "decode.acc_seg": 98.22749, "loss": 0.03804, "time": 0.64078} {"mode": "val", "epoch": 259, "iter": 63, "lr": 4e-05, "mIoU": [0.8161, 0.8162, 0.8163, 0.8164, 0.8165, 0.8165, 0.8166, 0.8167, 0.8167, 0.8168, 0.8169, 0.817, 0.8169, 0.8171, 0.8171, 0.8172, 0.8172, 0.8173, 0.8173, 0.8174], "copy_paste": "81.61,81.62,81.63,81.64,81.65,81.65,81.66,81.67,81.67,81.68,81.69,81.7,81.69,81.71,81.71,81.72,81.72,81.73,81.73,81.74"} {"mode": "train", "epoch": 259, "iter": 48050, "lr": 4e-05, "memory": 52051, "data_time": 7.42718, "decode.loss_ce": 0.03643, "decode.acc_seg": 98.27891, "loss": 0.03643, "time": 7.9626} {"mode": "train", "epoch": 259, "iter": 48100, "lr": 4e-05, "memory": 52051, "data_time": 0.01545, "decode.loss_ce": 0.03677, "decode.acc_seg": 98.27221, "loss": 0.03677, "time": 0.55159} {"mode": "train", "epoch": 259, "iter": 48150, "lr": 4e-05, "memory": 52051, "data_time": 0.01486, "decode.loss_ce": 0.03659, "decode.acc_seg": 98.28307, "loss": 0.03659, "time": 0.55188} {"mode": "train", "epoch": 260, "iter": 48200, "lr": 4e-05, "memory": 52051, "data_time": 0.06142, "decode.loss_ce": 0.03714, "decode.acc_seg": 98.25173, "loss": 0.03714, "time": 0.59905} {"mode": "train", "epoch": 260, "iter": 48250, "lr": 4e-05, "memory": 52051, "data_time": 0.0149, "decode.loss_ce": 0.03786, "decode.acc_seg": 98.21042, "loss": 0.03786, "time": 0.5481} {"mode": "train", "epoch": 260, "iter": 48300, "lr": 4e-05, "memory": 52051, "data_time": 0.0146, "decode.loss_ce": 0.03701, "decode.acc_seg": 98.2744, "loss": 0.03701, "time": 0.54846} {"mode": "train", "epoch": 260, "iter": 48350, "lr": 4e-05, "memory": 52051, "data_time": 0.01473, "decode.loss_ce": 0.03765, "decode.acc_seg": 98.21931, "loss": 0.03765, "time": 0.54477} {"mode": "train", "epoch": 261, "iter": 48400, "lr": 4e-05, "memory": 52051, "data_time": 0.06229, "decode.loss_ce": 0.03719, "decode.acc_seg": 98.26544, "loss": 0.03719, "time": 0.59794} {"mode": "train", "epoch": 261, "iter": 48450, "lr": 4e-05, "memory": 52051, "data_time": 0.0149, "decode.loss_ce": 0.03902, "decode.acc_seg": 98.19133, "loss": 0.03902, "time": 0.54944} {"mode": "train", "epoch": 261, "iter": 48500, "lr": 4e-05, "memory": 52051, "data_time": 0.01539, "decode.loss_ce": 0.03726, "decode.acc_seg": 98.26113, "loss": 0.03726, "time": 0.54989} {"mode": "train", "epoch": 262, "iter": 48550, "lr": 4e-05, "memory": 52051, "data_time": 0.06242, "decode.loss_ce": 0.03643, "decode.acc_seg": 98.28986, "loss": 0.03643, "time": 0.59767} {"mode": "train", "epoch": 262, "iter": 48600, "lr": 4e-05, "memory": 52051, "data_time": 0.01526, "decode.loss_ce": 0.03725, "decode.acc_seg": 98.27862, "loss": 0.03725, "time": 0.54747} {"mode": "train", "epoch": 262, "iter": 48650, "lr": 4e-05, "memory": 52051, "data_time": 0.01545, "decode.loss_ce": 0.0364, "decode.acc_seg": 98.27049, "loss": 0.0364, "time": 0.55324} {"mode": "train", "epoch": 262, "iter": 48700, "lr": 4e-05, "memory": 52051, "data_time": 0.01434, "decode.loss_ce": 0.03779, "decode.acc_seg": 98.23782, "loss": 0.03779, "time": 0.54994} {"mode": "train", "epoch": 263, "iter": 48750, "lr": 4e-05, "memory": 52051, "data_time": 0.06147, "decode.loss_ce": 0.03742, "decode.acc_seg": 98.25359, "loss": 0.03742, "time": 0.60033} {"mode": "train", "epoch": 263, "iter": 48800, "lr": 4e-05, "memory": 52051, "data_time": 0.01498, "decode.loss_ce": 0.03827, "decode.acc_seg": 98.22475, "loss": 0.03827, "time": 0.54904} {"mode": "train", "epoch": 263, "iter": 48850, "lr": 4e-05, "memory": 52051, "data_time": 0.01546, "decode.loss_ce": 0.03568, "decode.acc_seg": 98.33128, "loss": 0.03568, "time": 0.54938} {"mode": "train", "epoch": 263, "iter": 48900, "lr": 4e-05, "memory": 52051, "data_time": 0.01443, "decode.loss_ce": 0.03802, "decode.acc_seg": 98.24337, "loss": 0.03802, "time": 0.55058} {"mode": "train", "epoch": 264, "iter": 48950, "lr": 4e-05, "memory": 52051, "data_time": 0.06001, "decode.loss_ce": 0.03719, "decode.acc_seg": 98.28118, "loss": 0.03719, "time": 0.59635} {"mode": "train", "epoch": 264, "iter": 49000, "lr": 4e-05, "memory": 52051, "data_time": 0.01113, "decode.loss_ce": 0.03826, "decode.acc_seg": 98.22935, "loss": 0.03826, "time": 0.54922} {"mode": "train", "epoch": 264, "iter": 49050, "lr": 4e-05, "memory": 52051, "data_time": 0.01204, "decode.loss_ce": 0.03697, "decode.acc_seg": 98.25627, "loss": 0.03697, "time": 0.54732} {"mode": "train", "epoch": 264, "iter": 49100, "lr": 4e-05, "memory": 52051, "data_time": 0.01434, "decode.loss_ce": 0.03556, "decode.acc_seg": 98.32401, "loss": 0.03556, "time": 0.54715} {"mode": "train", "epoch": 265, "iter": 49150, "lr": 4e-05, "memory": 52051, "data_time": 0.06168, "decode.loss_ce": 0.03609, "decode.acc_seg": 98.29174, "loss": 0.03609, "time": 0.59393} {"mode": "train", "epoch": 265, "iter": 49200, "lr": 4e-05, "memory": 52051, "data_time": 0.01426, "decode.loss_ce": 0.0363, "decode.acc_seg": 98.29613, "loss": 0.0363, "time": 0.54652} {"mode": "train", "epoch": 265, "iter": 49250, "lr": 4e-05, "memory": 52051, "data_time": 0.01472, "decode.loss_ce": 0.03744, "decode.acc_seg": 98.24271, "loss": 0.03744, "time": 0.5486} {"mode": "train", "epoch": 266, "iter": 49300, "lr": 4e-05, "memory": 52051, "data_time": 0.06214, "decode.loss_ce": 0.03731, "decode.acc_seg": 98.23963, "loss": 0.03731, "time": 0.59886} {"mode": "train", "epoch": 266, "iter": 49350, "lr": 4e-05, "memory": 52051, "data_time": 0.01504, "decode.loss_ce": 0.03716, "decode.acc_seg": 98.26822, "loss": 0.03716, "time": 0.54965} {"mode": "train", "epoch": 266, "iter": 49400, "lr": 4e-05, "memory": 52051, "data_time": 0.01516, "decode.loss_ce": 0.03735, "decode.acc_seg": 98.28059, "loss": 0.03735, "time": 0.55135} {"mode": "train", "epoch": 266, "iter": 49450, "lr": 4e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03751, "decode.acc_seg": 98.23996, "loss": 0.03751, "time": 0.54994} {"mode": "train", "epoch": 267, "iter": 49500, "lr": 4e-05, "memory": 52051, "data_time": 0.06001, "decode.loss_ce": 0.03763, "decode.acc_seg": 98.22818, "loss": 0.03763, "time": 0.59524} {"mode": "train", "epoch": 267, "iter": 49550, "lr": 4e-05, "memory": 52051, "data_time": 0.01289, "decode.loss_ce": 0.03641, "decode.acc_seg": 98.313, "loss": 0.03641, "time": 0.54763} {"mode": "train", "epoch": 267, "iter": 49600, "lr": 4e-05, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03736, "decode.acc_seg": 98.25813, "loss": 0.03736, "time": 0.54627} {"mode": "train", "epoch": 267, "iter": 49650, "lr": 4e-05, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.0362, "decode.acc_seg": 98.30185, "loss": 0.0362, "time": 0.54751} {"mode": "train", "epoch": 268, "iter": 49700, "lr": 4e-05, "memory": 52051, "data_time": 0.06036, "decode.loss_ce": 0.03781, "decode.acc_seg": 98.25708, "loss": 0.03781, "time": 0.59609} {"mode": "train", "epoch": 268, "iter": 49750, "lr": 4e-05, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.03795, "decode.acc_seg": 98.23963, "loss": 0.03795, "time": 0.54778} {"mode": "train", "epoch": 268, "iter": 49800, "lr": 4e-05, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03598, "decode.acc_seg": 98.30986, "loss": 0.03598, "time": 0.54651} {"mode": "train", "epoch": 269, "iter": 49850, "lr": 4e-05, "memory": 52051, "data_time": 0.05962, "decode.loss_ce": 0.03682, "decode.acc_seg": 98.30388, "loss": 0.03682, "time": 0.59699} {"mode": "train", "epoch": 269, "iter": 49900, "lr": 4e-05, "memory": 52051, "data_time": 0.01337, "decode.loss_ce": 0.03875, "decode.acc_seg": 98.20186, "loss": 0.03875, "time": 0.54631} {"mode": "train", "epoch": 269, "iter": 49950, "lr": 4e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03848, "decode.acc_seg": 98.20807, "loss": 0.03848, "time": 0.54653} {"mode": "train", "epoch": 269, "iter": 50000, "lr": 4e-05, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.03675, "decode.acc_seg": 98.28356, "loss": 0.03675, "time": 0.5486} {"mode": "train", "epoch": 270, "iter": 50050, "lr": 4e-05, "memory": 52051, "data_time": 0.06091, "decode.loss_ce": 0.03793, "decode.acc_seg": 98.22233, "loss": 0.03793, "time": 0.59638} {"mode": "train", "epoch": 270, "iter": 50100, "lr": 4e-05, "memory": 52051, "data_time": 0.01283, "decode.loss_ce": 0.03771, "decode.acc_seg": 98.25257, "loss": 0.03771, "time": 0.54761} {"mode": "train", "epoch": 270, "iter": 50150, "lr": 4e-05, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03648, "decode.acc_seg": 98.29434, "loss": 0.03648, "time": 0.54922} {"mode": "train", "epoch": 270, "iter": 50200, "lr": 4e-05, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03623, "decode.acc_seg": 98.28826, "loss": 0.03623, "time": 0.54905} {"mode": "train", "epoch": 271, "iter": 50250, "lr": 4e-05, "memory": 52051, "data_time": 0.06089, "decode.loss_ce": 0.03805, "decode.acc_seg": 98.2212, "loss": 0.03805, "time": 0.59726} {"mode": "train", "epoch": 271, "iter": 50300, "lr": 4e-05, "memory": 52051, "data_time": 0.01387, "decode.loss_ce": 0.03722, "decode.acc_seg": 98.2556, "loss": 0.03722, "time": 0.54725} {"mode": "train", "epoch": 271, "iter": 50350, "lr": 4e-05, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.0368, "decode.acc_seg": 98.2889, "loss": 0.0368, "time": 0.54734} {"mode": "train", "epoch": 271, "iter": 50400, "lr": 4e-05, "memory": 52051, "data_time": 0.01344, "decode.loss_ce": 0.03956, "decode.acc_seg": 98.23293, "loss": 0.03956, "time": 0.54831} {"mode": "train", "epoch": 272, "iter": 50450, "lr": 4e-05, "memory": 52051, "data_time": 0.06032, "decode.loss_ce": 0.03608, "decode.acc_seg": 98.31923, "loss": 0.03608, "time": 0.59551} {"mode": "train", "epoch": 272, "iter": 50500, "lr": 4e-05, "memory": 52051, "data_time": 0.01368, "decode.loss_ce": 0.03771, "decode.acc_seg": 98.23878, "loss": 0.03771, "time": 0.55073} {"mode": "train", "epoch": 272, "iter": 50550, "lr": 4e-05, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03694, "decode.acc_seg": 98.26093, "loss": 0.03694, "time": 0.54932} {"mode": "train", "epoch": 273, "iter": 50600, "lr": 4e-05, "memory": 52051, "data_time": 0.06001, "decode.loss_ce": 0.03871, "decode.acc_seg": 98.22635, "loss": 0.03871, "time": 0.59743} {"mode": "train", "epoch": 273, "iter": 50650, "lr": 4e-05, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03722, "decode.acc_seg": 98.25718, "loss": 0.03722, "time": 0.54839} {"mode": "train", "epoch": 273, "iter": 50700, "lr": 4e-05, "memory": 52051, "data_time": 0.01377, "decode.loss_ce": 0.03646, "decode.acc_seg": 98.26921, "loss": 0.03646, "time": 0.55} {"mode": "train", "epoch": 273, "iter": 50750, "lr": 4e-05, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03784, "decode.acc_seg": 98.24406, "loss": 0.03784, "time": 0.54685} {"mode": "train", "epoch": 274, "iter": 50800, "lr": 4e-05, "memory": 52051, "data_time": 0.06102, "decode.loss_ce": 0.03724, "decode.acc_seg": 98.25296, "loss": 0.03724, "time": 0.59771} {"mode": "train", "epoch": 274, "iter": 50850, "lr": 4e-05, "memory": 52051, "data_time": 0.01322, "decode.loss_ce": 0.03699, "decode.acc_seg": 98.26262, "loss": 0.03699, "time": 0.54989} {"mode": "train", "epoch": 274, "iter": 50900, "lr": 4e-05, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.0382, "decode.acc_seg": 98.22023, "loss": 0.0382, "time": 0.55114} {"mode": "train", "epoch": 274, "iter": 50950, "lr": 4e-05, "memory": 52051, "data_time": 0.01397, "decode.loss_ce": 0.03697, "decode.acc_seg": 98.27615, "loss": 0.03697, "time": 0.54934} {"mode": "train", "epoch": 275, "iter": 51000, "lr": 4e-05, "memory": 52051, "data_time": 0.05986, "decode.loss_ce": 0.03619, "decode.acc_seg": 98.31536, "loss": 0.03619, "time": 0.59843} {"mode": "train", "epoch": 275, "iter": 51050, "lr": 4e-05, "memory": 52051, "data_time": 0.01402, "decode.loss_ce": 0.03686, "decode.acc_seg": 98.27008, "loss": 0.03686, "time": 0.54543} {"mode": "train", "epoch": 275, "iter": 51100, "lr": 4e-05, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.03715, "decode.acc_seg": 98.26743, "loss": 0.03715, "time": 0.54987} {"mode": "train", "epoch": 275, "iter": 51150, "lr": 4e-05, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03711, "decode.acc_seg": 98.26757, "loss": 0.03711, "time": 0.54957} {"mode": "train", "epoch": 276, "iter": 51200, "lr": 4e-05, "memory": 52051, "data_time": 0.06111, "decode.loss_ce": 0.03592, "decode.acc_seg": 98.28822, "loss": 0.03592, "time": 0.59845} {"mode": "train", "epoch": 276, "iter": 51250, "lr": 4e-05, "memory": 52051, "data_time": 0.01299, "decode.loss_ce": 0.03835, "decode.acc_seg": 98.22152, "loss": 0.03835, "time": 0.54711} {"mode": "train", "epoch": 276, "iter": 51300, "lr": 4e-05, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.03499, "decode.acc_seg": 98.36114, "loss": 0.03499, "time": 0.54798} {"mode": "train", "epoch": 277, "iter": 51350, "lr": 4e-05, "memory": 52051, "data_time": 0.05939, "decode.loss_ce": 0.03747, "decode.acc_seg": 98.23416, "loss": 0.03747, "time": 0.59774} {"mode": "train", "epoch": 277, "iter": 51400, "lr": 4e-05, "memory": 52051, "data_time": 0.01337, "decode.loss_ce": 0.03778, "decode.acc_seg": 98.22688, "loss": 0.03778, "time": 0.54781} {"mode": "train", "epoch": 277, "iter": 51450, "lr": 4e-05, "memory": 52051, "data_time": 0.01388, "decode.loss_ce": 0.03835, "decode.acc_seg": 98.21794, "loss": 0.03835, "time": 0.54678} {"mode": "train", "epoch": 277, "iter": 51500, "lr": 4e-05, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03769, "decode.acc_seg": 98.23784, "loss": 0.03769, "time": 0.54751} {"mode": "train", "epoch": 278, "iter": 51550, "lr": 4e-05, "memory": 52051, "data_time": 0.06049, "decode.loss_ce": 0.03645, "decode.acc_seg": 98.28986, "loss": 0.03645, "time": 0.59638} {"mode": "train", "epoch": 278, "iter": 51600, "lr": 4e-05, "memory": 52051, "data_time": 0.0138, "decode.loss_ce": 0.0371, "decode.acc_seg": 98.28235, "loss": 0.0371, "time": 0.54607} {"mode": "train", "epoch": 278, "iter": 51650, "lr": 4e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03719, "decode.acc_seg": 98.26897, "loss": 0.03719, "time": 0.54552} {"mode": "train", "epoch": 278, "iter": 51700, "lr": 4e-05, "memory": 52051, "data_time": 0.01399, "decode.loss_ce": 0.03602, "decode.acc_seg": 98.31502, "loss": 0.03602, "time": 0.54918} {"mode": "train", "epoch": 279, "iter": 51750, "lr": 4e-05, "memory": 52051, "data_time": 0.06057, "decode.loss_ce": 0.03568, "decode.acc_seg": 98.2998, "loss": 0.03568, "time": 0.5974} {"mode": "train", "epoch": 279, "iter": 51800, "lr": 4e-05, "memory": 52051, "data_time": 0.01363, "decode.loss_ce": 0.03631, "decode.acc_seg": 98.28772, "loss": 0.03631, "time": 0.54814} {"mode": "train", "epoch": 279, "iter": 51850, "lr": 4e-05, "memory": 52051, "data_time": 0.01386, "decode.loss_ce": 0.03793, "decode.acc_seg": 98.22149, "loss": 0.03793, "time": 0.54563} {"mode": "train", "epoch": 280, "iter": 51900, "lr": 4e-05, "memory": 52051, "data_time": 0.06044, "decode.loss_ce": 0.0368, "decode.acc_seg": 98.2738, "loss": 0.0368, "time": 0.59781} {"mode": "train", "epoch": 280, "iter": 51950, "lr": 4e-05, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.03888, "decode.acc_seg": 98.22747, "loss": 0.03888, "time": 0.5481} {"mode": "train", "epoch": 280, "iter": 52000, "lr": 4e-05, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.03745, "decode.acc_seg": 98.26356, "loss": 0.03745, "time": 0.54941} {"mode": "train", "epoch": 280, "iter": 52050, "lr": 4e-05, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03895, "decode.acc_seg": 98.18248, "loss": 0.03895, "time": 0.54663} {"mode": "train", "epoch": 281, "iter": 52100, "lr": 4e-05, "memory": 52051, "data_time": 0.05922, "decode.loss_ce": 0.03697, "decode.acc_seg": 98.27904, "loss": 0.03697, "time": 0.59647} {"mode": "train", "epoch": 281, "iter": 52150, "lr": 4e-05, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03843, "decode.acc_seg": 98.24952, "loss": 0.03843, "time": 0.54835} {"mode": "train", "epoch": 281, "iter": 52200, "lr": 4e-05, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03756, "decode.acc_seg": 98.25799, "loss": 0.03756, "time": 0.5475} {"mode": "train", "epoch": 281, "iter": 52250, "lr": 4e-05, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03772, "decode.acc_seg": 98.22181, "loss": 0.03772, "time": 0.55046} {"mode": "train", "epoch": 282, "iter": 52300, "lr": 4e-05, "memory": 52051, "data_time": 0.06054, "decode.loss_ce": 0.03647, "decode.acc_seg": 98.2919, "loss": 0.03647, "time": 0.59603} {"mode": "train", "epoch": 282, "iter": 52350, "lr": 4e-05, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.03628, "decode.acc_seg": 98.29852, "loss": 0.03628, "time": 0.54992} {"mode": "train", "epoch": 282, "iter": 52400, "lr": 4e-05, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03802, "decode.acc_seg": 98.26346, "loss": 0.03802, "time": 0.54789} {"mode": "train", "epoch": 282, "iter": 52450, "lr": 4e-05, "memory": 52051, "data_time": 0.01307, "decode.loss_ce": 0.03546, "decode.acc_seg": 98.33916, "loss": 0.03546, "time": 0.55} {"mode": "train", "epoch": 283, "iter": 52500, "lr": 4e-05, "memory": 52051, "data_time": 0.06023, "decode.loss_ce": 0.03699, "decode.acc_seg": 98.25616, "loss": 0.03699, "time": 0.59635} {"mode": "train", "epoch": 283, "iter": 52550, "lr": 4e-05, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03778, "decode.acc_seg": 98.22327, "loss": 0.03778, "time": 0.54948} {"mode": "train", "epoch": 283, "iter": 52600, "lr": 4e-05, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03726, "decode.acc_seg": 98.26902, "loss": 0.03726, "time": 0.5447} {"mode": "train", "epoch": 284, "iter": 52650, "lr": 4e-05, "memory": 52051, "data_time": 0.05954, "decode.loss_ce": 0.03653, "decode.acc_seg": 98.28727, "loss": 0.03653, "time": 0.59004} {"mode": "train", "epoch": 284, "iter": 52700, "lr": 4e-05, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.03674, "decode.acc_seg": 98.2955, "loss": 0.03674, "time": 0.54917} {"mode": "train", "epoch": 284, "iter": 52750, "lr": 4e-05, "memory": 52051, "data_time": 0.01435, "decode.loss_ce": 0.03705, "decode.acc_seg": 98.2846, "loss": 0.03705, "time": 0.55019} {"mode": "train", "epoch": 284, "iter": 52800, "lr": 4e-05, "memory": 52051, "data_time": 0.01286, "decode.loss_ce": 0.0372, "decode.acc_seg": 98.247, "loss": 0.0372, "time": 0.54491} {"mode": "train", "epoch": 285, "iter": 52850, "lr": 4e-05, "memory": 52051, "data_time": 0.06056, "decode.loss_ce": 0.03752, "decode.acc_seg": 98.26892, "loss": 0.03752, "time": 0.59265} {"mode": "train", "epoch": 285, "iter": 52900, "lr": 4e-05, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03732, "decode.acc_seg": 98.24013, "loss": 0.03732, "time": 0.54792} {"mode": "train", "epoch": 285, "iter": 52950, "lr": 4e-05, "memory": 52051, "data_time": 0.01299, "decode.loss_ce": 0.03677, "decode.acc_seg": 98.27459, "loss": 0.03677, "time": 0.54861} {"mode": "train", "epoch": 285, "iter": 53000, "lr": 4e-05, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03705, "decode.acc_seg": 98.26924, "loss": 0.03705, "time": 0.54949} {"mode": "train", "epoch": 286, "iter": 53050, "lr": 4e-05, "memory": 52051, "data_time": 0.06042, "decode.loss_ce": 0.03568, "decode.acc_seg": 98.31249, "loss": 0.03568, "time": 0.59443} {"mode": "train", "epoch": 286, "iter": 53100, "lr": 4e-05, "memory": 52051, "data_time": 0.01404, "decode.loss_ce": 0.03685, "decode.acc_seg": 98.2751, "loss": 0.03685, "time": 0.5495} {"mode": "train", "epoch": 286, "iter": 53150, "lr": 4e-05, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.03589, "decode.acc_seg": 98.28179, "loss": 0.03589, "time": 0.5475} {"mode": "train", "epoch": 287, "iter": 53200, "lr": 4e-05, "memory": 52051, "data_time": 0.06122, "decode.loss_ce": 0.0373, "decode.acc_seg": 98.22552, "loss": 0.0373, "time": 0.59514} {"mode": "train", "epoch": 287, "iter": 53250, "lr": 4e-05, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.0369, "decode.acc_seg": 98.26168, "loss": 0.0369, "time": 0.55022} {"mode": "train", "epoch": 287, "iter": 53300, "lr": 4e-05, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.0368, "decode.acc_seg": 98.29316, "loss": 0.0368, "time": 0.54926} {"mode": "train", "epoch": 287, "iter": 53350, "lr": 4e-05, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.0369, "decode.acc_seg": 98.27729, "loss": 0.0369, "time": 0.54896} {"mode": "train", "epoch": 288, "iter": 53400, "lr": 4e-05, "memory": 52051, "data_time": 0.06006, "decode.loss_ce": 0.03674, "decode.acc_seg": 98.27263, "loss": 0.03674, "time": 0.59473} {"mode": "train", "epoch": 288, "iter": 53450, "lr": 4e-05, "memory": 52051, "data_time": 0.01282, "decode.loss_ce": 0.03881, "decode.acc_seg": 98.21203, "loss": 0.03881, "time": 0.54539} {"mode": "train", "epoch": 288, "iter": 53500, "lr": 4e-05, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.03664, "decode.acc_seg": 98.28859, "loss": 0.03664, "time": 0.54822} {"mode": "train", "epoch": 288, "iter": 53550, "lr": 4e-05, "memory": 52051, "data_time": 0.01277, "decode.loss_ce": 0.03686, "decode.acc_seg": 98.28157, "loss": 0.03686, "time": 0.54559} {"mode": "train", "epoch": 289, "iter": 53600, "lr": 4e-05, "memory": 52051, "data_time": 0.05973, "decode.loss_ce": 0.03726, "decode.acc_seg": 98.24599, "loss": 0.03726, "time": 0.59756} {"mode": "train", "epoch": 289, "iter": 53650, "lr": 4e-05, "memory": 52051, "data_time": 0.01298, "decode.loss_ce": 0.03666, "decode.acc_seg": 98.26762, "loss": 0.03666, "time": 0.54602} {"mode": "train", "epoch": 289, "iter": 53700, "lr": 4e-05, "memory": 52051, "data_time": 0.01268, "decode.loss_ce": 0.03777, "decode.acc_seg": 98.24999, "loss": 0.03777, "time": 0.54985} {"mode": "train", "epoch": 289, "iter": 53750, "lr": 4e-05, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.036, "decode.acc_seg": 98.30057, "loss": 0.036, "time": 0.54781} {"mode": "train", "epoch": 290, "iter": 53800, "lr": 4e-05, "memory": 52051, "data_time": 0.06027, "decode.loss_ce": 0.03598, "decode.acc_seg": 98.30207, "loss": 0.03598, "time": 0.59506} {"mode": "train", "epoch": 290, "iter": 53850, "lr": 4e-05, "memory": 52051, "data_time": 0.01337, "decode.loss_ce": 0.03716, "decode.acc_seg": 98.26327, "loss": 0.03716, "time": 0.54602} {"mode": "train", "epoch": 290, "iter": 53900, "lr": 4e-05, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.03634, "decode.acc_seg": 98.28817, "loss": 0.03634, "time": 0.54903} {"mode": "train", "epoch": 291, "iter": 53950, "lr": 4e-05, "memory": 52051, "data_time": 0.05976, "decode.loss_ce": 0.0366, "decode.acc_seg": 98.27421, "loss": 0.0366, "time": 0.5947} {"mode": "train", "epoch": 291, "iter": 54000, "lr": 4e-05, "memory": 52051, "data_time": 0.01287, "decode.loss_ce": 0.03689, "decode.acc_seg": 98.29161, "loss": 0.03689, "time": 0.54646} {"mode": "train", "epoch": 291, "iter": 54050, "lr": 4e-05, "memory": 52051, "data_time": 0.01287, "decode.loss_ce": 0.03748, "decode.acc_seg": 98.26015, "loss": 0.03748, "time": 0.54712} {"mode": "train", "epoch": 291, "iter": 54100, "lr": 4e-05, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.03774, "decode.acc_seg": 98.24861, "loss": 0.03774, "time": 0.54872} {"mode": "train", "epoch": 292, "iter": 54150, "lr": 4e-05, "memory": 52051, "data_time": 0.05921, "decode.loss_ce": 0.03743, "decode.acc_seg": 98.24748, "loss": 0.03743, "time": 0.5946} {"mode": "train", "epoch": 292, "iter": 54200, "lr": 4e-05, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.03718, "decode.acc_seg": 98.24125, "loss": 0.03718, "time": 0.5451} {"mode": "train", "epoch": 292, "iter": 54250, "lr": 4e-05, "memory": 52051, "data_time": 0.01362, "decode.loss_ce": 0.0373, "decode.acc_seg": 98.25448, "loss": 0.0373, "time": 0.5482} {"mode": "train", "epoch": 292, "iter": 54300, "lr": 4e-05, "memory": 52051, "data_time": 0.01292, "decode.loss_ce": 0.03763, "decode.acc_seg": 98.22463, "loss": 0.03763, "time": 0.54921} {"mode": "train", "epoch": 293, "iter": 54350, "lr": 4e-05, "memory": 52051, "data_time": 0.05953, "decode.loss_ce": 0.03787, "decode.acc_seg": 98.22504, "loss": 0.03787, "time": 0.5952} {"mode": "train", "epoch": 293, "iter": 54400, "lr": 4e-05, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03778, "decode.acc_seg": 98.21298, "loss": 0.03778, "time": 0.54861} {"mode": "train", "epoch": 293, "iter": 54450, "lr": 4e-05, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.03664, "decode.acc_seg": 98.28994, "loss": 0.03664, "time": 0.55056} {"mode": "train", "epoch": 294, "iter": 54500, "lr": 4e-05, "memory": 52051, "data_time": 0.06114, "decode.loss_ce": 0.03599, "decode.acc_seg": 98.29635, "loss": 0.03599, "time": 0.59753} {"mode": "train", "epoch": 294, "iter": 54550, "lr": 4e-05, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03594, "decode.acc_seg": 98.31778, "loss": 0.03594, "time": 0.54596} {"mode": "train", "epoch": 294, "iter": 54600, "lr": 4e-05, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03602, "decode.acc_seg": 98.30174, "loss": 0.03602, "time": 0.54766} {"mode": "train", "epoch": 294, "iter": 54650, "lr": 4e-05, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.03757, "decode.acc_seg": 98.25413, "loss": 0.03757, "time": 0.54925} {"mode": "train", "epoch": 295, "iter": 54700, "lr": 4e-05, "memory": 52051, "data_time": 0.06012, "decode.loss_ce": 0.03703, "decode.acc_seg": 98.28532, "loss": 0.03703, "time": 0.5971} {"mode": "train", "epoch": 295, "iter": 54750, "lr": 4e-05, "memory": 52051, "data_time": 0.01379, "decode.loss_ce": 0.03672, "decode.acc_seg": 98.29422, "loss": 0.03672, "time": 0.54841} {"mode": "train", "epoch": 295, "iter": 54800, "lr": 4e-05, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03764, "decode.acc_seg": 98.25043, "loss": 0.03764, "time": 0.54777} {"mode": "train", "epoch": 295, "iter": 54850, "lr": 4e-05, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03782, "decode.acc_seg": 98.21367, "loss": 0.03782, "time": 0.5485} {"mode": "train", "epoch": 296, "iter": 54900, "lr": 4e-05, "memory": 52051, "data_time": 0.0597, "decode.loss_ce": 0.03698, "decode.acc_seg": 98.2691, "loss": 0.03698, "time": 0.5946} {"mode": "train", "epoch": 296, "iter": 54950, "lr": 4e-05, "memory": 52051, "data_time": 0.01295, "decode.loss_ce": 0.03665, "decode.acc_seg": 98.26668, "loss": 0.03665, "time": 0.54794} {"mode": "train", "epoch": 296, "iter": 55000, "lr": 4e-05, "memory": 52051, "data_time": 0.01362, "decode.loss_ce": 0.03677, "decode.acc_seg": 98.28541, "loss": 0.03677, "time": 0.54845} {"mode": "train", "epoch": 296, "iter": 55050, "lr": 4e-05, "memory": 52051, "data_time": 0.01365, "decode.loss_ce": 0.03788, "decode.acc_seg": 98.23732, "loss": 0.03788, "time": 0.54835} {"mode": "train", "epoch": 297, "iter": 55100, "lr": 4e-05, "memory": 52051, "data_time": 0.05953, "decode.loss_ce": 0.03604, "decode.acc_seg": 98.30694, "loss": 0.03604, "time": 0.59744} {"mode": "train", "epoch": 297, "iter": 55150, "lr": 4e-05, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.03713, "decode.acc_seg": 98.2711, "loss": 0.03713, "time": 0.54904} {"mode": "train", "epoch": 297, "iter": 55200, "lr": 4e-05, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.03665, "decode.acc_seg": 98.25985, "loss": 0.03665, "time": 0.54764} {"mode": "train", "epoch": 298, "iter": 55250, "lr": 4e-05, "memory": 52051, "data_time": 0.06098, "decode.loss_ce": 0.03639, "decode.acc_seg": 98.29358, "loss": 0.03639, "time": 0.59423} {"mode": "train", "epoch": 298, "iter": 55300, "lr": 4e-05, "memory": 52051, "data_time": 0.01306, "decode.loss_ce": 0.03679, "decode.acc_seg": 98.26821, "loss": 0.03679, "time": 0.54777} {"mode": "train", "epoch": 298, "iter": 55350, "lr": 4e-05, "memory": 52051, "data_time": 0.01267, "decode.loss_ce": 0.03614, "decode.acc_seg": 98.29678, "loss": 0.03614, "time": 0.5454} {"mode": "train", "epoch": 298, "iter": 55400, "lr": 4e-05, "memory": 52051, "data_time": 0.01298, "decode.loss_ce": 0.03718, "decode.acc_seg": 98.26709, "loss": 0.03718, "time": 0.54637} {"mode": "train", "epoch": 299, "iter": 55450, "lr": 4e-05, "memory": 52051, "data_time": 0.06086, "decode.loss_ce": 0.03589, "decode.acc_seg": 98.29863, "loss": 0.03589, "time": 0.59388} {"mode": "train", "epoch": 299, "iter": 55500, "lr": 4e-05, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.03636, "decode.acc_seg": 98.30352, "loss": 0.03636, "time": 0.54876} {"mode": "train", "epoch": 299, "iter": 55550, "lr": 4e-05, "memory": 52051, "data_time": 0.01394, "decode.loss_ce": 0.0377, "decode.acc_seg": 98.26419, "loss": 0.0377, "time": 0.55186} {"mode": "train", "epoch": 299, "iter": 55600, "lr": 4e-05, "memory": 52051, "data_time": 0.01278, "decode.loss_ce": 0.0364, "decode.acc_seg": 98.32285, "loss": 0.0364, "time": 0.54713} {"mode": "train", "epoch": 300, "iter": 55650, "lr": 4e-05, "memory": 52051, "data_time": 0.06005, "decode.loss_ce": 0.0361, "decode.acc_seg": 98.30289, "loss": 0.0361, "time": 0.59677} {"mode": "train", "epoch": 300, "iter": 55700, "lr": 4e-05, "memory": 52051, "data_time": 0.01277, "decode.loss_ce": 0.03698, "decode.acc_seg": 98.26913, "loss": 0.03698, "time": 0.54428} {"mode": "train", "epoch": 300, "iter": 55750, "lr": 4e-05, "memory": 52051, "data_time": 0.01306, "decode.loss_ce": 0.03641, "decode.acc_seg": 98.296, "loss": 0.03641, "time": 0.54882} {"mode": "train", "epoch": 300, "iter": 55800, "lr": 4e-05, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.03559, "decode.acc_seg": 98.31413, "loss": 0.03559, "time": 0.54942} {"mode": "train", "epoch": 301, "iter": 55850, "lr": 4e-05, "memory": 52051, "data_time": 0.05912, "decode.loss_ce": 0.03688, "decode.acc_seg": 98.26953, "loss": 0.03688, "time": 0.58962} {"mode": "train", "epoch": 301, "iter": 55900, "lr": 4e-05, "memory": 52051, "data_time": 0.01298, "decode.loss_ce": 0.03545, "decode.acc_seg": 98.33051, "loss": 0.03545, "time": 0.54606} {"mode": "train", "epoch": 301, "iter": 55950, "lr": 4e-05, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.03751, "decode.acc_seg": 98.22935, "loss": 0.03751, "time": 0.54748} {"mode": "train", "epoch": 302, "iter": 56000, "lr": 4e-05, "memory": 52051, "data_time": 0.05934, "decode.loss_ce": 0.03826, "decode.acc_seg": 98.20131, "loss": 0.03826, "time": 0.59582} {"mode": "train", "epoch": 302, "iter": 56050, "lr": 4e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03683, "decode.acc_seg": 98.27783, "loss": 0.03683, "time": 0.54943} {"mode": "train", "epoch": 302, "iter": 56100, "lr": 4e-05, "memory": 52051, "data_time": 0.01358, "decode.loss_ce": 0.03685, "decode.acc_seg": 98.26694, "loss": 0.03685, "time": 0.54902} {"mode": "train", "epoch": 302, "iter": 56150, "lr": 4e-05, "memory": 52051, "data_time": 0.01297, "decode.loss_ce": 0.03756, "decode.acc_seg": 98.25411, "loss": 0.03756, "time": 0.5474} {"mode": "train", "epoch": 303, "iter": 56200, "lr": 4e-05, "memory": 52051, "data_time": 0.06044, "decode.loss_ce": 0.0367, "decode.acc_seg": 98.27868, "loss": 0.0367, "time": 0.59703} {"mode": "train", "epoch": 303, "iter": 56250, "lr": 4e-05, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03749, "decode.acc_seg": 98.27475, "loss": 0.03749, "time": 0.54869} {"mode": "train", "epoch": 303, "iter": 56300, "lr": 4e-05, "memory": 52051, "data_time": 0.01411, "decode.loss_ce": 0.03703, "decode.acc_seg": 98.26603, "loss": 0.03703, "time": 0.54899} {"mode": "train", "epoch": 303, "iter": 56350, "lr": 4e-05, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.03724, "decode.acc_seg": 98.25714, "loss": 0.03724, "time": 0.54684} {"mode": "train", "epoch": 304, "iter": 56400, "lr": 4e-05, "memory": 52051, "data_time": 0.06017, "decode.loss_ce": 0.03631, "decode.acc_seg": 98.30706, "loss": 0.03631, "time": 0.59398} {"mode": "train", "epoch": 304, "iter": 56450, "lr": 4e-05, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.03868, "decode.acc_seg": 98.22114, "loss": 0.03868, "time": 0.54959} {"mode": "train", "epoch": 304, "iter": 56500, "lr": 4e-05, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03774, "decode.acc_seg": 98.24334, "loss": 0.03774, "time": 0.54532} {"mode": "train", "epoch": 305, "iter": 56550, "lr": 4e-05, "memory": 52051, "data_time": 0.06042, "decode.loss_ce": 0.03721, "decode.acc_seg": 98.25565, "loss": 0.03721, "time": 0.59486} {"mode": "train", "epoch": 305, "iter": 56600, "lr": 4e-05, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.03804, "decode.acc_seg": 98.21997, "loss": 0.03804, "time": 0.54868} {"mode": "train", "epoch": 305, "iter": 56650, "lr": 4e-05, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.03794, "decode.acc_seg": 98.25712, "loss": 0.03794, "time": 0.54758} {"mode": "train", "epoch": 305, "iter": 56700, "lr": 4e-05, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03604, "decode.acc_seg": 98.311, "loss": 0.03604, "time": 0.54638} {"mode": "train", "epoch": 306, "iter": 56750, "lr": 4e-05, "memory": 52051, "data_time": 0.06011, "decode.loss_ce": 0.03713, "decode.acc_seg": 98.2572, "loss": 0.03713, "time": 0.59528} {"mode": "train", "epoch": 306, "iter": 56800, "lr": 4e-05, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.03551, "decode.acc_seg": 98.34672, "loss": 0.03551, "time": 0.54695} {"mode": "train", "epoch": 306, "iter": 56850, "lr": 4e-05, "memory": 52051, "data_time": 0.01344, "decode.loss_ce": 0.03804, "decode.acc_seg": 98.23955, "loss": 0.03804, "time": 0.54835} {"mode": "train", "epoch": 306, "iter": 56900, "lr": 4e-05, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03705, "decode.acc_seg": 98.28057, "loss": 0.03705, "time": 0.54894} {"mode": "train", "epoch": 307, "iter": 56950, "lr": 4e-05, "memory": 52051, "data_time": 0.06091, "decode.loss_ce": 0.037, "decode.acc_seg": 98.28546, "loss": 0.037, "time": 0.59737} {"mode": "train", "epoch": 307, "iter": 57000, "lr": 4e-05, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.03603, "decode.acc_seg": 98.28168, "loss": 0.03603, "time": 0.5498} {"mode": "train", "epoch": 307, "iter": 57050, "lr": 4e-05, "memory": 52051, "data_time": 0.01322, "decode.loss_ce": 0.03741, "decode.acc_seg": 98.26668, "loss": 0.03741, "time": 0.54974} {"mode": "train", "epoch": 307, "iter": 57100, "lr": 4e-05, "memory": 52051, "data_time": 0.01374, "decode.loss_ce": 0.03715, "decode.acc_seg": 98.26563, "loss": 0.03715, "time": 0.5486} {"mode": "train", "epoch": 308, "iter": 57150, "lr": 4e-05, "memory": 52051, "data_time": 0.05989, "decode.loss_ce": 0.0374, "decode.acc_seg": 98.26305, "loss": 0.0374, "time": 0.59697} {"mode": "train", "epoch": 308, "iter": 57200, "lr": 4e-05, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03715, "decode.acc_seg": 98.24386, "loss": 0.03715, "time": 0.54897} {"mode": "train", "epoch": 308, "iter": 57250, "lr": 4e-05, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.03705, "decode.acc_seg": 98.27305, "loss": 0.03705, "time": 0.54928} {"mode": "train", "epoch": 309, "iter": 57300, "lr": 4e-05, "memory": 52051, "data_time": 0.05925, "decode.loss_ce": 0.03665, "decode.acc_seg": 98.27806, "loss": 0.03665, "time": 0.59615} {"mode": "train", "epoch": 309, "iter": 57350, "lr": 4e-05, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.0372, "decode.acc_seg": 98.27615, "loss": 0.0372, "time": 0.54819} {"mode": "train", "epoch": 309, "iter": 57400, "lr": 4e-05, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.0373, "decode.acc_seg": 98.2464, "loss": 0.0373, "time": 0.54821} {"mode": "train", "epoch": 309, "iter": 57450, "lr": 4e-05, "memory": 52051, "data_time": 0.0139, "decode.loss_ce": 0.03707, "decode.acc_seg": 98.25882, "loss": 0.03707, "time": 0.54747} {"mode": "train", "epoch": 310, "iter": 57500, "lr": 4e-05, "memory": 52051, "data_time": 0.05974, "decode.loss_ce": 0.03628, "decode.acc_seg": 98.32342, "loss": 0.03628, "time": 0.59303} {"mode": "train", "epoch": 310, "iter": 57550, "lr": 4e-05, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03793, "decode.acc_seg": 98.24404, "loss": 0.03793, "time": 0.54993} {"mode": "train", "epoch": 310, "iter": 57600, "lr": 4e-05, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03663, "decode.acc_seg": 98.27915, "loss": 0.03663, "time": 0.54798} {"mode": "train", "epoch": 310, "iter": 57650, "lr": 4e-05, "memory": 52051, "data_time": 0.01293, "decode.loss_ce": 0.0372, "decode.acc_seg": 98.2624, "loss": 0.0372, "time": 0.55035} {"mode": "train", "epoch": 311, "iter": 57700, "lr": 4e-05, "memory": 52051, "data_time": 0.06001, "decode.loss_ce": 0.03613, "decode.acc_seg": 98.29901, "loss": 0.03613, "time": 0.59662} {"mode": "train", "epoch": 311, "iter": 57750, "lr": 4e-05, "memory": 52051, "data_time": 0.01377, "decode.loss_ce": 0.03592, "decode.acc_seg": 98.2914, "loss": 0.03592, "time": 0.54818} {"mode": "train", "epoch": 311, "iter": 57800, "lr": 4e-05, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03712, "decode.acc_seg": 98.26681, "loss": 0.03712, "time": 0.54646} {"mode": "train", "epoch": 312, "iter": 57850, "lr": 4e-05, "memory": 52051, "data_time": 0.06071, "decode.loss_ce": 0.03756, "decode.acc_seg": 98.25201, "loss": 0.03756, "time": 0.59615} {"mode": "train", "epoch": 312, "iter": 57900, "lr": 4e-05, "memory": 52051, "data_time": 0.0128, "decode.loss_ce": 0.03676, "decode.acc_seg": 98.26501, "loss": 0.03676, "time": 0.54856} {"mode": "train", "epoch": 312, "iter": 57950, "lr": 4e-05, "memory": 52051, "data_time": 0.01396, "decode.loss_ce": 0.03707, "decode.acc_seg": 98.25742, "loss": 0.03707, "time": 0.54371} {"mode": "train", "epoch": 312, "iter": 58000, "lr": 4e-05, "memory": 52051, "data_time": 0.01387, "decode.loss_ce": 0.03703, "decode.acc_seg": 98.28352, "loss": 0.03703, "time": 0.54438} {"mode": "train", "epoch": 313, "iter": 58050, "lr": 4e-05, "memory": 52051, "data_time": 0.0614, "decode.loss_ce": 0.03669, "decode.acc_seg": 98.26403, "loss": 0.03669, "time": 0.59834} {"mode": "train", "epoch": 313, "iter": 58100, "lr": 4e-05, "memory": 52051, "data_time": 0.01364, "decode.loss_ce": 0.03712, "decode.acc_seg": 98.26104, "loss": 0.03712, "time": 0.54981} {"mode": "train", "epoch": 313, "iter": 58150, "lr": 4e-05, "memory": 52051, "data_time": 0.01297, "decode.loss_ce": 0.03606, "decode.acc_seg": 98.31825, "loss": 0.03606, "time": 0.54669} {"mode": "train", "epoch": 313, "iter": 58200, "lr": 4e-05, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03694, "decode.acc_seg": 98.27846, "loss": 0.03694, "time": 0.54731} {"mode": "train", "epoch": 314, "iter": 58250, "lr": 4e-05, "memory": 52051, "data_time": 0.06043, "decode.loss_ce": 0.03778, "decode.acc_seg": 98.26492, "loss": 0.03778, "time": 0.59665} {"mode": "train", "epoch": 314, "iter": 58300, "lr": 4e-05, "memory": 52051, "data_time": 0.01299, "decode.loss_ce": 0.03658, "decode.acc_seg": 98.30047, "loss": 0.03658, "time": 0.54658} {"mode": "train", "epoch": 314, "iter": 58350, "lr": 4e-05, "memory": 52051, "data_time": 0.01401, "decode.loss_ce": 0.03607, "decode.acc_seg": 98.28696, "loss": 0.03607, "time": 0.54989} {"mode": "train", "epoch": 314, "iter": 58400, "lr": 4e-05, "memory": 52051, "data_time": 0.01286, "decode.loss_ce": 0.0362, "decode.acc_seg": 98.27953, "loss": 0.0362, "time": 0.54739} {"mode": "train", "epoch": 315, "iter": 58450, "lr": 4e-05, "memory": 52051, "data_time": 0.06082, "decode.loss_ce": 0.03652, "decode.acc_seg": 98.28322, "loss": 0.03652, "time": 0.5958} {"mode": "train", "epoch": 315, "iter": 58500, "lr": 4e-05, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03688, "decode.acc_seg": 98.26655, "loss": 0.03688, "time": 0.54961} {"mode": "train", "epoch": 315, "iter": 58550, "lr": 4e-05, "memory": 52051, "data_time": 0.01376, "decode.loss_ce": 0.0356, "decode.acc_seg": 98.34624, "loss": 0.0356, "time": 0.54794} {"mode": "train", "epoch": 316, "iter": 58600, "lr": 4e-05, "memory": 52051, "data_time": 0.06096, "decode.loss_ce": 0.0367, "decode.acc_seg": 98.28469, "loss": 0.0367, "time": 0.59377} {"mode": "train", "epoch": 316, "iter": 58650, "lr": 4e-05, "memory": 52051, "data_time": 0.01393, "decode.loss_ce": 0.03741, "decode.acc_seg": 98.25393, "loss": 0.03741, "time": 0.54858} {"mode": "train", "epoch": 316, "iter": 58700, "lr": 4e-05, "memory": 52051, "data_time": 0.01369, "decode.loss_ce": 0.0364, "decode.acc_seg": 98.31338, "loss": 0.0364, "time": 0.55043} {"mode": "train", "epoch": 316, "iter": 58750, "lr": 4e-05, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.03719, "decode.acc_seg": 98.28129, "loss": 0.03719, "time": 0.54796} {"mode": "train", "epoch": 317, "iter": 58800, "lr": 4e-05, "memory": 52051, "data_time": 0.06134, "decode.loss_ce": 0.03738, "decode.acc_seg": 98.25995, "loss": 0.03738, "time": 0.59902} {"mode": "train", "epoch": 317, "iter": 58850, "lr": 4e-05, "memory": 52051, "data_time": 0.0138, "decode.loss_ce": 0.0366, "decode.acc_seg": 98.29632, "loss": 0.0366, "time": 0.54859} {"mode": "train", "epoch": 317, "iter": 58900, "lr": 4e-05, "memory": 52051, "data_time": 0.01311, "decode.loss_ce": 0.0369, "decode.acc_seg": 98.28899, "loss": 0.0369, "time": 0.55041} {"mode": "train", "epoch": 317, "iter": 58950, "lr": 4e-05, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03801, "decode.acc_seg": 98.22529, "loss": 0.03801, "time": 0.54722} {"mode": "train", "epoch": 318, "iter": 59000, "lr": 4e-05, "memory": 52051, "data_time": 0.06048, "decode.loss_ce": 0.03633, "decode.acc_seg": 98.29975, "loss": 0.03633, "time": 0.59693} {"mode": "train", "epoch": 318, "iter": 59050, "lr": 4e-05, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.03601, "decode.acc_seg": 98.32849, "loss": 0.03601, "time": 0.54792} {"mode": "train", "epoch": 318, "iter": 59100, "lr": 4e-05, "memory": 52051, "data_time": 0.01306, "decode.loss_ce": 0.03691, "decode.acc_seg": 98.25061, "loss": 0.03691, "time": 0.54704} {"mode": "train", "epoch": 319, "iter": 59150, "lr": 4e-05, "memory": 52051, "data_time": 0.06026, "decode.loss_ce": 0.03697, "decode.acc_seg": 98.29278, "loss": 0.03697, "time": 0.59505} {"mode": "train", "epoch": 319, "iter": 59200, "lr": 4e-05, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.03707, "decode.acc_seg": 98.27691, "loss": 0.03707, "time": 0.54886} {"mode": "train", "epoch": 319, "iter": 59250, "lr": 4e-05, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.03571, "decode.acc_seg": 98.32071, "loss": 0.03571, "time": 0.54892} {"mode": "train", "epoch": 319, "iter": 59300, "lr": 4e-05, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03712, "decode.acc_seg": 98.25885, "loss": 0.03712, "time": 0.54642} {"mode": "train", "epoch": 320, "iter": 59350, "lr": 4e-05, "memory": 52051, "data_time": 0.06059, "decode.loss_ce": 0.03762, "decode.acc_seg": 98.24189, "loss": 0.03762, "time": 0.59836} {"mode": "train", "epoch": 320, "iter": 59400, "lr": 4e-05, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.0372, "decode.acc_seg": 98.24812, "loss": 0.0372, "time": 0.54489} {"mode": "train", "epoch": 320, "iter": 59450, "lr": 4e-05, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.03704, "decode.acc_seg": 98.272, "loss": 0.03704, "time": 0.54847} {"mode": "train", "epoch": 320, "iter": 59500, "lr": 4e-05, "memory": 52051, "data_time": 0.01381, "decode.loss_ce": 0.04037, "decode.acc_seg": 98.16885, "loss": 0.04037, "time": 0.54721} {"mode": "train", "epoch": 321, "iter": 59550, "lr": 4e-05, "memory": 52051, "data_time": 0.06044, "decode.loss_ce": 0.03754, "decode.acc_seg": 98.25002, "loss": 0.03754, "time": 0.59583} {"mode": "train", "epoch": 321, "iter": 59600, "lr": 4e-05, "memory": 52051, "data_time": 0.01216, "decode.loss_ce": 0.03644, "decode.acc_seg": 98.29599, "loss": 0.03644, "time": 0.549} {"mode": "train", "epoch": 321, "iter": 59650, "lr": 4e-05, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.037, "decode.acc_seg": 98.28659, "loss": 0.037, "time": 0.5494} {"mode": "train", "epoch": 321, "iter": 59700, "lr": 4e-05, "memory": 52051, "data_time": 0.01294, "decode.loss_ce": 0.03678, "decode.acc_seg": 98.28193, "loss": 0.03678, "time": 0.54803} {"mode": "train", "epoch": 322, "iter": 59750, "lr": 4e-05, "memory": 52051, "data_time": 0.05981, "decode.loss_ce": 0.0369, "decode.acc_seg": 98.25645, "loss": 0.0369, "time": 0.59597} {"mode": "train", "epoch": 322, "iter": 59800, "lr": 4e-05, "memory": 52051, "data_time": 0.01284, "decode.loss_ce": 0.03599, "decode.acc_seg": 98.27655, "loss": 0.03599, "time": 0.54831} {"mode": "train", "epoch": 322, "iter": 59850, "lr": 4e-05, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03623, "decode.acc_seg": 98.29972, "loss": 0.03623, "time": 0.54764} {"mode": "train", "epoch": 323, "iter": 59900, "lr": 4e-05, "memory": 52051, "data_time": 0.06, "decode.loss_ce": 0.03686, "decode.acc_seg": 98.27363, "loss": 0.03686, "time": 0.59606} {"mode": "train", "epoch": 323, "iter": 59950, "lr": 4e-05, "memory": 52051, "data_time": 0.01288, "decode.loss_ce": 0.0362, "decode.acc_seg": 98.3226, "loss": 0.0362, "time": 0.54642} {"mode": "train", "epoch": 323, "iter": 60000, "lr": 4e-05, "memory": 52051, "data_time": 0.01365, "decode.loss_ce": 0.03702, "decode.acc_seg": 98.26572, "loss": 0.03702, "time": 0.54675} {"mode": "train", "epoch": 323, "iter": 60050, "lr": 2e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03776, "decode.acc_seg": 98.24298, "loss": 0.03776, "time": 0.54626} {"mode": "train", "epoch": 324, "iter": 60100, "lr": 2e-05, "memory": 52051, "data_time": 0.06048, "decode.loss_ce": 0.03615, "decode.acc_seg": 98.29424, "loss": 0.03615, "time": 0.59692} {"mode": "train", "epoch": 324, "iter": 60150, "lr": 2e-05, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.03579, "decode.acc_seg": 98.32072, "loss": 0.03579, "time": 0.54697} {"mode": "train", "epoch": 324, "iter": 60200, "lr": 2e-05, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.0366, "decode.acc_seg": 98.25857, "loss": 0.0366, "time": 0.54794} {"mode": "train", "epoch": 324, "iter": 60250, "lr": 2e-05, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.03687, "decode.acc_seg": 98.28777, "loss": 0.03687, "time": 0.5475} {"mode": "train", "epoch": 325, "iter": 60300, "lr": 2e-05, "memory": 52051, "data_time": 0.06046, "decode.loss_ce": 0.03568, "decode.acc_seg": 98.28427, "loss": 0.03568, "time": 0.59825} {"mode": "train", "epoch": 325, "iter": 60350, "lr": 2e-05, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03647, "decode.acc_seg": 98.2996, "loss": 0.03647, "time": 0.54793} {"mode": "train", "epoch": 325, "iter": 60400, "lr": 2e-05, "memory": 52051, "data_time": 0.01322, "decode.loss_ce": 0.03576, "decode.acc_seg": 98.32477, "loss": 0.03576, "time": 0.54886} {"mode": "train", "epoch": 325, "iter": 60450, "lr": 2e-05, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.03727, "decode.acc_seg": 98.26993, "loss": 0.03727, "time": 0.5486} {"mode": "train", "epoch": 326, "iter": 60500, "lr": 2e-05, "memory": 52051, "data_time": 0.06163, "decode.loss_ce": 0.03662, "decode.acc_seg": 98.27723, "loss": 0.03662, "time": 0.59872} {"mode": "train", "epoch": 326, "iter": 60550, "lr": 2e-05, "memory": 52051, "data_time": 0.01374, "decode.loss_ce": 0.03559, "decode.acc_seg": 98.31843, "loss": 0.03559, "time": 0.54668} {"mode": "train", "epoch": 326, "iter": 60600, "lr": 2e-05, "memory": 52051, "data_time": 0.01291, "decode.loss_ce": 0.03518, "decode.acc_seg": 98.32658, "loss": 0.03518, "time": 0.54727} {"mode": "train", "epoch": 327, "iter": 60650, "lr": 2e-05, "memory": 52051, "data_time": 0.05998, "decode.loss_ce": 0.03591, "decode.acc_seg": 98.32579, "loss": 0.03591, "time": 0.59736} {"mode": "train", "epoch": 327, "iter": 60700, "lr": 2e-05, "memory": 52051, "data_time": 0.01376, "decode.loss_ce": 0.03526, "decode.acc_seg": 98.32112, "loss": 0.03526, "time": 0.54952} {"mode": "train", "epoch": 327, "iter": 60750, "lr": 2e-05, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.03696, "decode.acc_seg": 98.25858, "loss": 0.03696, "time": 0.54808} {"mode": "train", "epoch": 327, "iter": 60800, "lr": 2e-05, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.03491, "decode.acc_seg": 98.35833, "loss": 0.03491, "time": 0.54829} {"mode": "train", "epoch": 328, "iter": 60850, "lr": 2e-05, "memory": 52051, "data_time": 0.06026, "decode.loss_ce": 0.03657, "decode.acc_seg": 98.31754, "loss": 0.03657, "time": 0.5976} {"mode": "train", "epoch": 328, "iter": 60900, "lr": 2e-05, "memory": 52051, "data_time": 0.01365, "decode.loss_ce": 0.03822, "decode.acc_seg": 98.26008, "loss": 0.03822, "time": 0.54977} {"mode": "train", "epoch": 328, "iter": 60950, "lr": 2e-05, "memory": 52051, "data_time": 0.01263, "decode.loss_ce": 0.03562, "decode.acc_seg": 98.3099, "loss": 0.03562, "time": 0.54718} {"mode": "train", "epoch": 328, "iter": 61000, "lr": 2e-05, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03708, "decode.acc_seg": 98.27071, "loss": 0.03708, "time": 0.5456} {"mode": "train", "epoch": 329, "iter": 61050, "lr": 2e-05, "memory": 52051, "data_time": 0.0614, "decode.loss_ce": 0.03508, "decode.acc_seg": 98.34353, "loss": 0.03508, "time": 0.59702} {"mode": "train", "epoch": 329, "iter": 61100, "lr": 2e-05, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03694, "decode.acc_seg": 98.28234, "loss": 0.03694, "time": 0.54511} {"mode": "train", "epoch": 329, "iter": 61150, "lr": 2e-05, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03532, "decode.acc_seg": 98.31855, "loss": 0.03532, "time": 0.54943} {"mode": "train", "epoch": 330, "iter": 61200, "lr": 2e-05, "memory": 52051, "data_time": 0.05964, "decode.loss_ce": 0.03633, "decode.acc_seg": 98.31936, "loss": 0.03633, "time": 0.59673} {"mode": "train", "epoch": 330, "iter": 61250, "lr": 2e-05, "memory": 52051, "data_time": 0.01268, "decode.loss_ce": 0.03591, "decode.acc_seg": 98.3222, "loss": 0.03591, "time": 0.5491} {"mode": "train", "epoch": 330, "iter": 61300, "lr": 2e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03573, "decode.acc_seg": 98.31186, "loss": 0.03573, "time": 0.54754} {"mode": "train", "epoch": 330, "iter": 61350, "lr": 2e-05, "memory": 52051, "data_time": 0.01281, "decode.loss_ce": 0.03492, "decode.acc_seg": 98.35976, "loss": 0.03492, "time": 0.54472} {"mode": "train", "epoch": 331, "iter": 61400, "lr": 2e-05, "memory": 52051, "data_time": 0.05865, "decode.loss_ce": 0.03587, "decode.acc_seg": 98.30851, "loss": 0.03587, "time": 0.59525} {"mode": "train", "epoch": 331, "iter": 61450, "lr": 2e-05, "memory": 52051, "data_time": 0.01311, "decode.loss_ce": 0.03734, "decode.acc_seg": 98.26657, "loss": 0.03734, "time": 0.54817} {"mode": "train", "epoch": 331, "iter": 61500, "lr": 2e-05, "memory": 52051, "data_time": 0.01368, "decode.loss_ce": 0.03575, "decode.acc_seg": 98.29605, "loss": 0.03575, "time": 0.54757} {"mode": "train", "epoch": 331, "iter": 61550, "lr": 2e-05, "memory": 52051, "data_time": 0.01411, "decode.loss_ce": 0.03496, "decode.acc_seg": 98.34219, "loss": 0.03496, "time": 0.54902} {"mode": "train", "epoch": 332, "iter": 61600, "lr": 2e-05, "memory": 52051, "data_time": 0.06031, "decode.loss_ce": 0.03452, "decode.acc_seg": 98.36242, "loss": 0.03452, "time": 0.59532} {"mode": "train", "epoch": 332, "iter": 61650, "lr": 2e-05, "memory": 52051, "data_time": 0.01374, "decode.loss_ce": 0.03586, "decode.acc_seg": 98.32707, "loss": 0.03586, "time": 0.55057} {"mode": "train", "epoch": 332, "iter": 61700, "lr": 2e-05, "memory": 52051, "data_time": 0.0138, "decode.loss_ce": 0.0358, "decode.acc_seg": 98.30788, "loss": 0.0358, "time": 0.5498} {"mode": "train", "epoch": 332, "iter": 61750, "lr": 2e-05, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.03566, "decode.acc_seg": 98.32176, "loss": 0.03566, "time": 0.54568} {"mode": "train", "epoch": 333, "iter": 61800, "lr": 2e-05, "memory": 52051, "data_time": 0.06097, "decode.loss_ce": 0.03647, "decode.acc_seg": 98.30228, "loss": 0.03647, "time": 0.5973} {"mode": "train", "epoch": 333, "iter": 61850, "lr": 2e-05, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03582, "decode.acc_seg": 98.32594, "loss": 0.03582, "time": 0.54899} {"mode": "train", "epoch": 333, "iter": 61900, "lr": 2e-05, "memory": 52051, "data_time": 0.01382, "decode.loss_ce": 0.03633, "decode.acc_seg": 98.30243, "loss": 0.03633, "time": 0.54857} {"mode": "train", "epoch": 334, "iter": 61950, "lr": 2e-05, "memory": 52051, "data_time": 0.06059, "decode.loss_ce": 0.03623, "decode.acc_seg": 98.29081, "loss": 0.03623, "time": 0.59863} {"mode": "train", "epoch": 334, "iter": 62000, "lr": 2e-05, "memory": 52051, "data_time": 0.01248, "decode.loss_ce": 0.03568, "decode.acc_seg": 98.34312, "loss": 0.03568, "time": 0.54797} {"mode": "train", "epoch": 334, "iter": 62050, "lr": 2e-05, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.03622, "decode.acc_seg": 98.31918, "loss": 0.03622, "time": 0.54513} {"mode": "train", "epoch": 334, "iter": 62100, "lr": 2e-05, "memory": 52051, "data_time": 0.01248, "decode.loss_ce": 0.03572, "decode.acc_seg": 98.31772, "loss": 0.03572, "time": 0.53958} {"mode": "train", "epoch": 335, "iter": 62150, "lr": 2e-05, "memory": 52051, "data_time": 0.05924, "decode.loss_ce": 0.03474, "decode.acc_seg": 98.37182, "loss": 0.03474, "time": 0.59666} {"mode": "train", "epoch": 335, "iter": 62200, "lr": 2e-05, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.03536, "decode.acc_seg": 98.31536, "loss": 0.03536, "time": 0.5466} {"mode": "train", "epoch": 335, "iter": 62250, "lr": 2e-05, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03587, "decode.acc_seg": 98.32589, "loss": 0.03587, "time": 0.54259} {"mode": "train", "epoch": 335, "iter": 62300, "lr": 2e-05, "memory": 52051, "data_time": 0.01212, "decode.loss_ce": 0.03692, "decode.acc_seg": 98.26753, "loss": 0.03692, "time": 0.54654} {"mode": "train", "epoch": 336, "iter": 62350, "lr": 2e-05, "memory": 52051, "data_time": 0.05976, "decode.loss_ce": 0.03557, "decode.acc_seg": 98.3127, "loss": 0.03557, "time": 0.59528} {"mode": "train", "epoch": 336, "iter": 62400, "lr": 2e-05, "memory": 52051, "data_time": 0.0124, "decode.loss_ce": 0.03647, "decode.acc_seg": 98.27132, "loss": 0.03647, "time": 0.54441} {"mode": "train", "epoch": 336, "iter": 62450, "lr": 2e-05, "memory": 52051, "data_time": 0.01283, "decode.loss_ce": 0.03602, "decode.acc_seg": 98.29863, "loss": 0.03602, "time": 0.54892} {"mode": "train", "epoch": 337, "iter": 62500, "lr": 2e-05, "memory": 52051, "data_time": 0.06029, "decode.loss_ce": 0.03566, "decode.acc_seg": 98.32057, "loss": 0.03566, "time": 0.59479} {"mode": "train", "epoch": 337, "iter": 62550, "lr": 2e-05, "memory": 52051, "data_time": 0.01267, "decode.loss_ce": 0.03556, "decode.acc_seg": 98.32702, "loss": 0.03556, "time": 0.54857} {"mode": "train", "epoch": 337, "iter": 62600, "lr": 2e-05, "memory": 52051, "data_time": 0.0129, "decode.loss_ce": 0.03568, "decode.acc_seg": 98.32741, "loss": 0.03568, "time": 0.54596} {"mode": "train", "epoch": 337, "iter": 62650, "lr": 2e-05, "memory": 52051, "data_time": 0.01217, "decode.loss_ce": 0.03658, "decode.acc_seg": 98.29034, "loss": 0.03658, "time": 0.54821} {"mode": "train", "epoch": 338, "iter": 62700, "lr": 2e-05, "memory": 52051, "data_time": 0.06077, "decode.loss_ce": 0.03606, "decode.acc_seg": 98.31575, "loss": 0.03606, "time": 0.59574} {"mode": "train", "epoch": 338, "iter": 62750, "lr": 2e-05, "memory": 52051, "data_time": 0.01227, "decode.loss_ce": 0.03604, "decode.acc_seg": 98.29682, "loss": 0.03604, "time": 0.54811} {"mode": "train", "epoch": 338, "iter": 62800, "lr": 2e-05, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.03678, "decode.acc_seg": 98.27937, "loss": 0.03678, "time": 0.54918} {"mode": "train", "epoch": 338, "iter": 62850, "lr": 2e-05, "memory": 52051, "data_time": 0.01265, "decode.loss_ce": 0.03565, "decode.acc_seg": 98.31961, "loss": 0.03565, "time": 0.54881} {"mode": "train", "epoch": 339, "iter": 62900, "lr": 2e-05, "memory": 52051, "data_time": 0.05831, "decode.loss_ce": 0.03755, "decode.acc_seg": 98.27838, "loss": 0.03755, "time": 0.59666} {"mode": "train", "epoch": 339, "iter": 62950, "lr": 2e-05, "memory": 52051, "data_time": 0.00986, "decode.loss_ce": 0.03475, "decode.acc_seg": 98.35901, "loss": 0.03475, "time": 0.54893} {"mode": "train", "epoch": 339, "iter": 63000, "lr": 2e-05, "memory": 52051, "data_time": 0.01007, "decode.loss_ce": 0.03702, "decode.acc_seg": 98.25336, "loss": 0.03702, "time": 0.54765} {"mode": "train", "epoch": 339, "iter": 63050, "lr": 2e-05, "memory": 52051, "data_time": 0.00973, "decode.loss_ce": 0.03585, "decode.acc_seg": 98.31231, "loss": 0.03585, "time": 0.54627} {"mode": "train", "epoch": 340, "iter": 63100, "lr": 2e-05, "memory": 52051, "data_time": 0.05536, "decode.loss_ce": 0.03684, "decode.acc_seg": 98.28321, "loss": 0.03684, "time": 0.59581} {"mode": "train", "epoch": 340, "iter": 63150, "lr": 2e-05, "memory": 52051, "data_time": 0.01001, "decode.loss_ce": 0.03694, "decode.acc_seg": 98.32018, "loss": 0.03694, "time": 0.54673} {"mode": "train", "epoch": 340, "iter": 63200, "lr": 2e-05, "memory": 52051, "data_time": 0.00966, "decode.loss_ce": 0.03599, "decode.acc_seg": 98.30357, "loss": 0.03599, "time": 0.54503} {"mode": "train", "epoch": 341, "iter": 63250, "lr": 2e-05, "memory": 52051, "data_time": 0.05487, "decode.loss_ce": 0.03382, "decode.acc_seg": 98.40024, "loss": 0.03382, "time": 0.59877} {"mode": "train", "epoch": 341, "iter": 63300, "lr": 2e-05, "memory": 52051, "data_time": 0.00971, "decode.loss_ce": 0.03591, "decode.acc_seg": 98.31211, "loss": 0.03591, "time": 0.54806} {"mode": "train", "epoch": 341, "iter": 63350, "lr": 2e-05, "memory": 52051, "data_time": 0.01, "decode.loss_ce": 0.03707, "decode.acc_seg": 98.29315, "loss": 0.03707, "time": 0.54554} {"mode": "train", "epoch": 341, "iter": 63400, "lr": 2e-05, "memory": 52051, "data_time": 0.00985, "decode.loss_ce": 0.03606, "decode.acc_seg": 98.3184, "loss": 0.03606, "time": 0.54544} {"mode": "train", "epoch": 342, "iter": 63450, "lr": 2e-05, "memory": 52051, "data_time": 0.05529, "decode.loss_ce": 0.03531, "decode.acc_seg": 98.32097, "loss": 0.03531, "time": 0.59441} {"mode": "train", "epoch": 342, "iter": 63500, "lr": 2e-05, "memory": 52051, "data_time": 0.01013, "decode.loss_ce": 0.03551, "decode.acc_seg": 98.32184, "loss": 0.03551, "time": 0.54533} {"mode": "train", "epoch": 342, "iter": 63550, "lr": 2e-05, "memory": 52051, "data_time": 0.01007, "decode.loss_ce": 0.03554, "decode.acc_seg": 98.3322, "loss": 0.03554, "time": 0.54655} {"mode": "train", "epoch": 342, "iter": 63600, "lr": 2e-05, "memory": 52051, "data_time": 0.01039, "decode.loss_ce": 0.03625, "decode.acc_seg": 98.31691, "loss": 0.03625, "time": 0.54759} {"mode": "train", "epoch": 343, "iter": 63650, "lr": 2e-05, "memory": 52051, "data_time": 0.05602, "decode.loss_ce": 0.0348, "decode.acc_seg": 98.36175, "loss": 0.0348, "time": 0.5943} {"mode": "train", "epoch": 343, "iter": 63700, "lr": 2e-05, "memory": 52051, "data_time": 0.01006, "decode.loss_ce": 0.03578, "decode.acc_seg": 98.32235, "loss": 0.03578, "time": 0.54541} {"mode": "train", "epoch": 343, "iter": 63750, "lr": 2e-05, "memory": 52051, "data_time": 0.01024, "decode.loss_ce": 0.03724, "decode.acc_seg": 98.24799, "loss": 0.03724, "time": 0.5469} {"mode": "train", "epoch": 344, "iter": 63800, "lr": 2e-05, "memory": 52051, "data_time": 0.05549, "decode.loss_ce": 0.03656, "decode.acc_seg": 98.30244, "loss": 0.03656, "time": 0.59516} {"mode": "train", "epoch": 344, "iter": 63850, "lr": 2e-05, "memory": 52051, "data_time": 0.01001, "decode.loss_ce": 0.03608, "decode.acc_seg": 98.31893, "loss": 0.03608, "time": 0.54889} {"mode": "train", "epoch": 344, "iter": 63900, "lr": 2e-05, "memory": 52051, "data_time": 0.01048, "decode.loss_ce": 0.03475, "decode.acc_seg": 98.35533, "loss": 0.03475, "time": 0.54697} {"mode": "train", "epoch": 344, "iter": 63950, "lr": 2e-05, "memory": 52051, "data_time": 0.01001, "decode.loss_ce": 0.03646, "decode.acc_seg": 98.29567, "loss": 0.03646, "time": 0.54704} {"mode": "train", "epoch": 345, "iter": 64000, "lr": 2e-05, "memory": 52051, "data_time": 0.05652, "decode.loss_ce": 0.03642, "decode.acc_seg": 98.31104, "loss": 0.03642, "time": 0.64311} {"mode": "val", "epoch": 345, "iter": 63, "lr": 2e-05, "mIoU": [0.8161, 0.8161, 0.8162, 0.8163, 0.8164, 0.8165, 0.8166, 0.8167, 0.8168, 0.8169, 0.817, 0.817, 0.8171, 0.8171, 0.8172, 0.8173, 0.8173, 0.8173, 0.8174, 0.8174], "copy_paste": "81.61,81.61,81.62,81.63,81.64,81.65,81.66,81.67,81.68,81.69,81.7,81.7,81.71,81.71,81.72,81.73,81.73,81.73,81.74,81.74"} {"mode": "train", "epoch": 345, "iter": 64050, "lr": 2e-05, "memory": 52051, "data_time": 7.39025, "decode.loss_ce": 0.03635, "decode.acc_seg": 98.28726, "loss": 0.03635, "time": 7.93013} {"mode": "train", "epoch": 345, "iter": 64100, "lr": 2e-05, "memory": 52051, "data_time": 0.01166, "decode.loss_ce": 0.03508, "decode.acc_seg": 98.35331, "loss": 0.03508, "time": 0.55031} {"mode": "train", "epoch": 345, "iter": 64150, "lr": 2e-05, "memory": 52051, "data_time": 0.01157, "decode.loss_ce": 0.03698, "decode.acc_seg": 98.2616, "loss": 0.03698, "time": 0.54625} {"mode": "train", "epoch": 346, "iter": 64200, "lr": 2e-05, "memory": 52051, "data_time": 0.05643, "decode.loss_ce": 0.03575, "decode.acc_seg": 98.32592, "loss": 0.03575, "time": 0.59727} {"mode": "train", "epoch": 346, "iter": 64250, "lr": 2e-05, "memory": 52051, "data_time": 0.01071, "decode.loss_ce": 0.03502, "decode.acc_seg": 98.36259, "loss": 0.03502, "time": 0.54914} {"mode": "train", "epoch": 346, "iter": 64300, "lr": 2e-05, "memory": 52051, "data_time": 0.01089, "decode.loss_ce": 0.03624, "decode.acc_seg": 98.31693, "loss": 0.03624, "time": 0.54968} {"mode": "train", "epoch": 346, "iter": 64350, "lr": 2e-05, "memory": 52051, "data_time": 0.01041, "decode.loss_ce": 0.03548, "decode.acc_seg": 98.3297, "loss": 0.03548, "time": 0.54898} {"mode": "train", "epoch": 347, "iter": 64400, "lr": 2e-05, "memory": 52051, "data_time": 0.05583, "decode.loss_ce": 0.03552, "decode.acc_seg": 98.33458, "loss": 0.03552, "time": 0.59556} {"mode": "train", "epoch": 347, "iter": 64450, "lr": 2e-05, "memory": 52051, "data_time": 0.01062, "decode.loss_ce": 0.03674, "decode.acc_seg": 98.27967, "loss": 0.03674, "time": 0.55007} {"mode": "train", "epoch": 347, "iter": 64500, "lr": 2e-05, "memory": 52051, "data_time": 0.01112, "decode.loss_ce": 0.03488, "decode.acc_seg": 98.35931, "loss": 0.03488, "time": 0.54967} {"mode": "train", "epoch": 348, "iter": 64550, "lr": 2e-05, "memory": 52051, "data_time": 0.0561, "decode.loss_ce": 0.03604, "decode.acc_seg": 98.31222, "loss": 0.03604, "time": 0.59347} {"mode": "train", "epoch": 348, "iter": 64600, "lr": 2e-05, "memory": 52051, "data_time": 0.01061, "decode.loss_ce": 0.03664, "decode.acc_seg": 98.28963, "loss": 0.03664, "time": 0.5479} {"mode": "train", "epoch": 348, "iter": 64650, "lr": 2e-05, "memory": 52051, "data_time": 0.01035, "decode.loss_ce": 0.03721, "decode.acc_seg": 98.28637, "loss": 0.03721, "time": 0.54962} {"mode": "train", "epoch": 348, "iter": 64700, "lr": 2e-05, "memory": 52051, "data_time": 0.01083, "decode.loss_ce": 0.03569, "decode.acc_seg": 98.33869, "loss": 0.03569, "time": 0.54943} {"mode": "train", "epoch": 349, "iter": 64750, "lr": 2e-05, "memory": 52051, "data_time": 0.05601, "decode.loss_ce": 0.03731, "decode.acc_seg": 98.26178, "loss": 0.03731, "time": 0.59673} {"mode": "train", "epoch": 349, "iter": 64800, "lr": 2e-05, "memory": 52051, "data_time": 0.01091, "decode.loss_ce": 0.03521, "decode.acc_seg": 98.32678, "loss": 0.03521, "time": 0.54651} {"mode": "train", "epoch": 349, "iter": 64850, "lr": 2e-05, "memory": 52051, "data_time": 0.01009, "decode.loss_ce": 0.03516, "decode.acc_seg": 98.35164, "loss": 0.03516, "time": 0.54772} {"mode": "train", "epoch": 349, "iter": 64900, "lr": 2e-05, "memory": 52051, "data_time": 0.01069, "decode.loss_ce": 0.03471, "decode.acc_seg": 98.35145, "loss": 0.03471, "time": 0.54592} {"mode": "train", "epoch": 350, "iter": 64950, "lr": 2e-05, "memory": 52051, "data_time": 0.05521, "decode.loss_ce": 0.03616, "decode.acc_seg": 98.30158, "loss": 0.03616, "time": 0.59719} {"mode": "train", "epoch": 350, "iter": 65000, "lr": 2e-05, "memory": 52051, "data_time": 0.0108, "decode.loss_ce": 0.0373, "decode.acc_seg": 98.2735, "loss": 0.0373, "time": 0.54776} {"mode": "train", "epoch": 350, "iter": 65050, "lr": 2e-05, "memory": 52051, "data_time": 0.01053, "decode.loss_ce": 0.03589, "decode.acc_seg": 98.33848, "loss": 0.03589, "time": 0.54544} {"mode": "train", "epoch": 350, "iter": 65100, "lr": 2e-05, "memory": 52051, "data_time": 0.01099, "decode.loss_ce": 0.03569, "decode.acc_seg": 98.33722, "loss": 0.03569, "time": 0.54835} {"mode": "train", "epoch": 351, "iter": 65150, "lr": 2e-05, "memory": 52051, "data_time": 0.05645, "decode.loss_ce": 0.03564, "decode.acc_seg": 98.32743, "loss": 0.03564, "time": 0.59784} {"mode": "train", "epoch": 351, "iter": 65200, "lr": 2e-05, "memory": 52051, "data_time": 0.01141, "decode.loss_ce": 0.03525, "decode.acc_seg": 98.36165, "loss": 0.03525, "time": 0.54846} {"mode": "train", "epoch": 351, "iter": 65250, "lr": 2e-05, "memory": 52051, "data_time": 0.01081, "decode.loss_ce": 0.03548, "decode.acc_seg": 98.32492, "loss": 0.03548, "time": 0.54972} {"mode": "train", "epoch": 352, "iter": 65300, "lr": 2e-05, "memory": 52051, "data_time": 0.05636, "decode.loss_ce": 0.0353, "decode.acc_seg": 98.35568, "loss": 0.0353, "time": 0.59637} {"mode": "train", "epoch": 352, "iter": 65350, "lr": 2e-05, "memory": 52051, "data_time": 0.01072, "decode.loss_ce": 0.03649, "decode.acc_seg": 98.29997, "loss": 0.03649, "time": 0.54931} {"mode": "train", "epoch": 352, "iter": 65400, "lr": 2e-05, "memory": 52051, "data_time": 0.0104, "decode.loss_ce": 0.03642, "decode.acc_seg": 98.30219, "loss": 0.03642, "time": 0.54549} {"mode": "train", "epoch": 352, "iter": 65450, "lr": 2e-05, "memory": 52051, "data_time": 0.01059, "decode.loss_ce": 0.0352, "decode.acc_seg": 98.34543, "loss": 0.0352, "time": 0.54628} {"mode": "train", "epoch": 353, "iter": 65500, "lr": 2e-05, "memory": 52051, "data_time": 0.05676, "decode.loss_ce": 0.03477, "decode.acc_seg": 98.36245, "loss": 0.03477, "time": 0.59578} {"mode": "train", "epoch": 353, "iter": 65550, "lr": 2e-05, "memory": 52051, "data_time": 0.01083, "decode.loss_ce": 0.03681, "decode.acc_seg": 98.27595, "loss": 0.03681, "time": 0.54764} {"mode": "train", "epoch": 353, "iter": 65600, "lr": 2e-05, "memory": 52051, "data_time": 0.01075, "decode.loss_ce": 0.03552, "decode.acc_seg": 98.31991, "loss": 0.03552, "time": 0.54887} {"mode": "train", "epoch": 353, "iter": 65650, "lr": 2e-05, "memory": 52051, "data_time": 0.0104, "decode.loss_ce": 0.0359, "decode.acc_seg": 98.30599, "loss": 0.0359, "time": 0.54465} {"mode": "train", "epoch": 354, "iter": 65700, "lr": 2e-05, "memory": 52051, "data_time": 0.05707, "decode.loss_ce": 0.03529, "decode.acc_seg": 98.33048, "loss": 0.03529, "time": 0.59625} {"mode": "train", "epoch": 354, "iter": 65750, "lr": 2e-05, "memory": 52051, "data_time": 0.01139, "decode.loss_ce": 0.03507, "decode.acc_seg": 98.3427, "loss": 0.03507, "time": 0.54849} {"mode": "train", "epoch": 354, "iter": 65800, "lr": 2e-05, "memory": 52051, "data_time": 0.01048, "decode.loss_ce": 0.03449, "decode.acc_seg": 98.37558, "loss": 0.03449, "time": 0.54752} {"mode": "train", "epoch": 355, "iter": 65850, "lr": 2e-05, "memory": 52051, "data_time": 0.05672, "decode.loss_ce": 0.03625, "decode.acc_seg": 98.30462, "loss": 0.03625, "time": 0.59404} {"mode": "train", "epoch": 355, "iter": 65900, "lr": 2e-05, "memory": 52051, "data_time": 0.01104, "decode.loss_ce": 0.03568, "decode.acc_seg": 98.3299, "loss": 0.03568, "time": 0.54865} {"mode": "train", "epoch": 355, "iter": 65950, "lr": 2e-05, "memory": 52051, "data_time": 0.01041, "decode.loss_ce": 0.03593, "decode.acc_seg": 98.32791, "loss": 0.03593, "time": 0.54772} {"mode": "train", "epoch": 355, "iter": 66000, "lr": 2e-05, "memory": 52051, "data_time": 0.01078, "decode.loss_ce": 0.03547, "decode.acc_seg": 98.3402, "loss": 0.03547, "time": 0.54499} {"mode": "train", "epoch": 356, "iter": 66050, "lr": 2e-05, "memory": 52051, "data_time": 0.05653, "decode.loss_ce": 0.03575, "decode.acc_seg": 98.31509, "loss": 0.03575, "time": 0.59822} {"mode": "train", "epoch": 356, "iter": 66100, "lr": 2e-05, "memory": 52051, "data_time": 0.01052, "decode.loss_ce": 0.03541, "decode.acc_seg": 98.36583, "loss": 0.03541, "time": 0.54519} {"mode": "train", "epoch": 356, "iter": 66150, "lr": 2e-05, "memory": 52051, "data_time": 0.01036, "decode.loss_ce": 0.03546, "decode.acc_seg": 98.33349, "loss": 0.03546, "time": 0.5456} {"mode": "train", "epoch": 356, "iter": 66200, "lr": 2e-05, "memory": 52051, "data_time": 0.00985, "decode.loss_ce": 0.03567, "decode.acc_seg": 98.32318, "loss": 0.03567, "time": 0.54446} {"mode": "train", "epoch": 357, "iter": 66250, "lr": 2e-05, "memory": 52051, "data_time": 0.05634, "decode.loss_ce": 0.03548, "decode.acc_seg": 98.33658, "loss": 0.03548, "time": 0.59321} {"mode": "train", "epoch": 357, "iter": 66300, "lr": 2e-05, "memory": 52051, "data_time": 0.01053, "decode.loss_ce": 0.03583, "decode.acc_seg": 98.32378, "loss": 0.03583, "time": 0.54473} {"mode": "train", "epoch": 357, "iter": 66350, "lr": 2e-05, "memory": 52051, "data_time": 0.01038, "decode.loss_ce": 0.03586, "decode.acc_seg": 98.30704, "loss": 0.03586, "time": 0.54502} {"mode": "train", "epoch": 357, "iter": 66400, "lr": 2e-05, "memory": 52051, "data_time": 0.01077, "decode.loss_ce": 0.03601, "decode.acc_seg": 98.31525, "loss": 0.03601, "time": 0.54703} {"mode": "train", "epoch": 358, "iter": 66450, "lr": 2e-05, "memory": 52051, "data_time": 0.05558, "decode.loss_ce": 0.03533, "decode.acc_seg": 98.35671, "loss": 0.03533, "time": 0.59452} {"mode": "train", "epoch": 358, "iter": 66500, "lr": 2e-05, "memory": 52051, "data_time": 0.00988, "decode.loss_ce": 0.03577, "decode.acc_seg": 98.32222, "loss": 0.03577, "time": 0.54752} {"mode": "train", "epoch": 358, "iter": 66550, "lr": 2e-05, "memory": 52051, "data_time": 0.01046, "decode.loss_ce": 0.03542, "decode.acc_seg": 98.33742, "loss": 0.03542, "time": 0.54834} {"mode": "train", "epoch": 359, "iter": 66600, "lr": 2e-05, "memory": 52051, "data_time": 0.05671, "decode.loss_ce": 0.03628, "decode.acc_seg": 98.30741, "loss": 0.03628, "time": 0.59496} {"mode": "train", "epoch": 359, "iter": 66650, "lr": 2e-05, "memory": 52051, "data_time": 0.01107, "decode.loss_ce": 0.03637, "decode.acc_seg": 98.30562, "loss": 0.03637, "time": 0.54617} {"mode": "train", "epoch": 359, "iter": 66700, "lr": 2e-05, "memory": 52051, "data_time": 0.01066, "decode.loss_ce": 0.03485, "decode.acc_seg": 98.37655, "loss": 0.03485, "time": 0.54867} {"mode": "train", "epoch": 359, "iter": 66750, "lr": 2e-05, "memory": 52051, "data_time": 0.01027, "decode.loss_ce": 0.03521, "decode.acc_seg": 98.34943, "loss": 0.03521, "time": 0.54679} {"mode": "train", "epoch": 360, "iter": 66800, "lr": 2e-05, "memory": 52051, "data_time": 0.05645, "decode.loss_ce": 0.03646, "decode.acc_seg": 98.28692, "loss": 0.03646, "time": 0.59616} {"mode": "train", "epoch": 360, "iter": 66850, "lr": 2e-05, "memory": 52051, "data_time": 0.01042, "decode.loss_ce": 0.03453, "decode.acc_seg": 98.38242, "loss": 0.03453, "time": 0.54646} {"mode": "train", "epoch": 360, "iter": 66900, "lr": 2e-05, "memory": 52051, "data_time": 0.0105, "decode.loss_ce": 0.03531, "decode.acc_seg": 98.33884, "loss": 0.03531, "time": 0.54782} {"mode": "train", "epoch": 360, "iter": 66950, "lr": 2e-05, "memory": 52051, "data_time": 0.01098, "decode.loss_ce": 0.03592, "decode.acc_seg": 98.32379, "loss": 0.03592, "time": 0.5468} {"mode": "train", "epoch": 361, "iter": 67000, "lr": 2e-05, "memory": 52051, "data_time": 0.05683, "decode.loss_ce": 0.03443, "decode.acc_seg": 98.37202, "loss": 0.03443, "time": 0.5971} {"mode": "train", "epoch": 361, "iter": 67050, "lr": 2e-05, "memory": 52051, "data_time": 0.01071, "decode.loss_ce": 0.03763, "decode.acc_seg": 98.22914, "loss": 0.03763, "time": 0.5459} {"mode": "train", "epoch": 361, "iter": 67100, "lr": 2e-05, "memory": 52051, "data_time": 0.01025, "decode.loss_ce": 0.03512, "decode.acc_seg": 98.33732, "loss": 0.03512, "time": 0.54594} {"mode": "train", "epoch": 362, "iter": 67150, "lr": 2e-05, "memory": 52051, "data_time": 0.05596, "decode.loss_ce": 0.03511, "decode.acc_seg": 98.31976, "loss": 0.03511, "time": 0.59545} {"mode": "train", "epoch": 362, "iter": 67200, "lr": 2e-05, "memory": 52051, "data_time": 0.01131, "decode.loss_ce": 0.03635, "decode.acc_seg": 98.31543, "loss": 0.03635, "time": 0.54502} {"mode": "train", "epoch": 362, "iter": 67250, "lr": 2e-05, "memory": 52051, "data_time": 0.01061, "decode.loss_ce": 0.03591, "decode.acc_seg": 98.32935, "loss": 0.03591, "time": 0.54529} {"mode": "train", "epoch": 362, "iter": 67300, "lr": 2e-05, "memory": 52051, "data_time": 0.01073, "decode.loss_ce": 0.03448, "decode.acc_seg": 98.37374, "loss": 0.03448, "time": 0.55051} {"mode": "train", "epoch": 363, "iter": 67350, "lr": 2e-05, "memory": 52051, "data_time": 0.05587, "decode.loss_ce": 0.03629, "decode.acc_seg": 98.28626, "loss": 0.03629, "time": 0.59395} {"mode": "train", "epoch": 363, "iter": 67400, "lr": 2e-05, "memory": 52051, "data_time": 0.01083, "decode.loss_ce": 0.03563, "decode.acc_seg": 98.30588, "loss": 0.03563, "time": 0.54701} {"mode": "train", "epoch": 363, "iter": 67450, "lr": 2e-05, "memory": 52051, "data_time": 0.01073, "decode.loss_ce": 0.03614, "decode.acc_seg": 98.32209, "loss": 0.03614, "time": 0.54942} {"mode": "train", "epoch": 363, "iter": 67500, "lr": 2e-05, "memory": 52051, "data_time": 0.01056, "decode.loss_ce": 0.03488, "decode.acc_seg": 98.35408, "loss": 0.03488, "time": 0.54695} {"mode": "train", "epoch": 364, "iter": 67550, "lr": 2e-05, "memory": 52051, "data_time": 0.05681, "decode.loss_ce": 0.03532, "decode.acc_seg": 98.35292, "loss": 0.03532, "time": 0.59693} {"mode": "train", "epoch": 364, "iter": 67600, "lr": 2e-05, "memory": 52051, "data_time": 0.01091, "decode.loss_ce": 0.03694, "decode.acc_seg": 98.29224, "loss": 0.03694, "time": 0.54875} {"mode": "train", "epoch": 364, "iter": 67650, "lr": 2e-05, "memory": 52051, "data_time": 0.01071, "decode.loss_ce": 0.03587, "decode.acc_seg": 98.31195, "loss": 0.03587, "time": 0.54164} {"mode": "train", "epoch": 364, "iter": 67700, "lr": 2e-05, "memory": 52051, "data_time": 0.01061, "decode.loss_ce": 0.03579, "decode.acc_seg": 98.31116, "loss": 0.03579, "time": 0.54784} {"mode": "train", "epoch": 365, "iter": 67750, "lr": 2e-05, "memory": 52051, "data_time": 0.05576, "decode.loss_ce": 0.03609, "decode.acc_seg": 98.2888, "loss": 0.03609, "time": 0.59203} {"mode": "train", "epoch": 365, "iter": 67800, "lr": 2e-05, "memory": 52051, "data_time": 0.01136, "decode.loss_ce": 0.03608, "decode.acc_seg": 98.32635, "loss": 0.03608, "time": 0.54499} {"mode": "train", "epoch": 365, "iter": 67850, "lr": 2e-05, "memory": 52051, "data_time": 0.01135, "decode.loss_ce": 0.03425, "decode.acc_seg": 98.40116, "loss": 0.03425, "time": 0.54853} {"mode": "train", "epoch": 366, "iter": 67900, "lr": 2e-05, "memory": 52051, "data_time": 0.05583, "decode.loss_ce": 0.03468, "decode.acc_seg": 98.3477, "loss": 0.03468, "time": 0.59572} {"mode": "train", "epoch": 366, "iter": 67950, "lr": 2e-05, "memory": 52051, "data_time": 0.01102, "decode.loss_ce": 0.03768, "decode.acc_seg": 98.25577, "loss": 0.03768, "time": 0.54796} {"mode": "train", "epoch": 366, "iter": 68000, "lr": 2e-05, "memory": 52051, "data_time": 0.01059, "decode.loss_ce": 0.03645, "decode.acc_seg": 98.30165, "loss": 0.03645, "time": 0.54685} {"mode": "train", "epoch": 366, "iter": 68050, "lr": 2e-05, "memory": 52051, "data_time": 0.0104, "decode.loss_ce": 0.0362, "decode.acc_seg": 98.32165, "loss": 0.0362, "time": 0.55006} {"mode": "train", "epoch": 367, "iter": 68100, "lr": 2e-05, "memory": 52051, "data_time": 0.05645, "decode.loss_ce": 0.03638, "decode.acc_seg": 98.28527, "loss": 0.03638, "time": 0.59354} {"mode": "train", "epoch": 367, "iter": 68150, "lr": 2e-05, "memory": 52051, "data_time": 0.0108, "decode.loss_ce": 0.03667, "decode.acc_seg": 98.28827, "loss": 0.03667, "time": 0.54692} {"mode": "train", "epoch": 367, "iter": 68200, "lr": 2e-05, "memory": 52051, "data_time": 0.01095, "decode.loss_ce": 0.03595, "decode.acc_seg": 98.32601, "loss": 0.03595, "time": 0.54712} {"mode": "train", "epoch": 367, "iter": 68250, "lr": 2e-05, "memory": 52051, "data_time": 0.01029, "decode.loss_ce": 0.0339, "decode.acc_seg": 98.40143, "loss": 0.0339, "time": 0.54803} {"mode": "train", "epoch": 368, "iter": 68300, "lr": 2e-05, "memory": 52051, "data_time": 0.05712, "decode.loss_ce": 0.03485, "decode.acc_seg": 98.35954, "loss": 0.03485, "time": 0.59853} {"mode": "train", "epoch": 368, "iter": 68350, "lr": 2e-05, "memory": 52051, "data_time": 0.01111, "decode.loss_ce": 0.03589, "decode.acc_seg": 98.3245, "loss": 0.03589, "time": 0.55001} {"mode": "train", "epoch": 368, "iter": 68400, "lr": 2e-05, "memory": 52051, "data_time": 0.01054, "decode.loss_ce": 0.03679, "decode.acc_seg": 98.28377, "loss": 0.03679, "time": 0.54688} {"mode": "train", "epoch": 369, "iter": 68450, "lr": 2e-05, "memory": 52051, "data_time": 0.05664, "decode.loss_ce": 0.03606, "decode.acc_seg": 98.30601, "loss": 0.03606, "time": 0.5969} {"mode": "train", "epoch": 369, "iter": 68500, "lr": 2e-05, "memory": 52051, "data_time": 0.01063, "decode.loss_ce": 0.03521, "decode.acc_seg": 98.34201, "loss": 0.03521, "time": 0.54852} {"mode": "train", "epoch": 369, "iter": 68550, "lr": 2e-05, "memory": 52051, "data_time": 0.01069, "decode.loss_ce": 0.03661, "decode.acc_seg": 98.27802, "loss": 0.03661, "time": 0.54578} {"mode": "train", "epoch": 369, "iter": 68600, "lr": 2e-05, "memory": 52051, "data_time": 0.01153, "decode.loss_ce": 0.03635, "decode.acc_seg": 98.29659, "loss": 0.03635, "time": 0.54819} {"mode": "train", "epoch": 370, "iter": 68650, "lr": 2e-05, "memory": 52051, "data_time": 0.05619, "decode.loss_ce": 0.03495, "decode.acc_seg": 98.36281, "loss": 0.03495, "time": 0.59706} {"mode": "train", "epoch": 370, "iter": 68700, "lr": 2e-05, "memory": 52051, "data_time": 0.01034, "decode.loss_ce": 0.03599, "decode.acc_seg": 98.3129, "loss": 0.03599, "time": 0.54921} {"mode": "train", "epoch": 370, "iter": 68750, "lr": 2e-05, "memory": 52051, "data_time": 0.01045, "decode.loss_ce": 0.03547, "decode.acc_seg": 98.34828, "loss": 0.03547, "time": 0.54914} {"mode": "train", "epoch": 370, "iter": 68800, "lr": 2e-05, "memory": 52051, "data_time": 0.01106, "decode.loss_ce": 0.03558, "decode.acc_seg": 98.32593, "loss": 0.03558, "time": 0.55071} {"mode": "train", "epoch": 371, "iter": 68850, "lr": 2e-05, "memory": 52051, "data_time": 0.05655, "decode.loss_ce": 0.03694, "decode.acc_seg": 98.26435, "loss": 0.03694, "time": 0.59624} {"mode": "train", "epoch": 371, "iter": 68900, "lr": 2e-05, "memory": 52051, "data_time": 0.01062, "decode.loss_ce": 0.03544, "decode.acc_seg": 98.3322, "loss": 0.03544, "time": 0.54864} {"mode": "train", "epoch": 371, "iter": 68950, "lr": 2e-05, "memory": 52051, "data_time": 0.01057, "decode.loss_ce": 0.03523, "decode.acc_seg": 98.32772, "loss": 0.03523, "time": 0.54775} {"mode": "train", "epoch": 371, "iter": 69000, "lr": 2e-05, "memory": 52051, "data_time": 0.0104, "decode.loss_ce": 0.03497, "decode.acc_seg": 98.36307, "loss": 0.03497, "time": 0.5475} {"mode": "train", "epoch": 372, "iter": 69050, "lr": 2e-05, "memory": 52051, "data_time": 0.05674, "decode.loss_ce": 0.03454, "decode.acc_seg": 98.3679, "loss": 0.03454, "time": 0.59561} {"mode": "train", "epoch": 372, "iter": 69100, "lr": 2e-05, "memory": 52051, "data_time": 0.01076, "decode.loss_ce": 0.03566, "decode.acc_seg": 98.31668, "loss": 0.03566, "time": 0.54876} {"mode": "train", "epoch": 372, "iter": 69150, "lr": 2e-05, "memory": 52051, "data_time": 0.01041, "decode.loss_ce": 0.03713, "decode.acc_seg": 98.27746, "loss": 0.03713, "time": 0.54794} {"mode": "train", "epoch": 373, "iter": 69200, "lr": 2e-05, "memory": 52051, "data_time": 0.0559, "decode.loss_ce": 0.03496, "decode.acc_seg": 98.364, "loss": 0.03496, "time": 0.59858} {"mode": "train", "epoch": 373, "iter": 69250, "lr": 2e-05, "memory": 52051, "data_time": 0.0105, "decode.loss_ce": 0.03485, "decode.acc_seg": 98.35477, "loss": 0.03485, "time": 0.54913} {"mode": "train", "epoch": 373, "iter": 69300, "lr": 2e-05, "memory": 52051, "data_time": 0.01088, "decode.loss_ce": 0.03591, "decode.acc_seg": 98.30239, "loss": 0.03591, "time": 0.54335} {"mode": "train", "epoch": 373, "iter": 69350, "lr": 2e-05, "memory": 52051, "data_time": 0.01081, "decode.loss_ce": 0.03814, "decode.acc_seg": 98.2372, "loss": 0.03814, "time": 0.54812} {"mode": "train", "epoch": 374, "iter": 69400, "lr": 2e-05, "memory": 52051, "data_time": 0.05635, "decode.loss_ce": 0.03621, "decode.acc_seg": 98.31042, "loss": 0.03621, "time": 0.59708} {"mode": "train", "epoch": 374, "iter": 69450, "lr": 2e-05, "memory": 52051, "data_time": 0.01065, "decode.loss_ce": 0.03629, "decode.acc_seg": 98.32318, "loss": 0.03629, "time": 0.54789} {"mode": "train", "epoch": 374, "iter": 69500, "lr": 2e-05, "memory": 52051, "data_time": 0.01109, "decode.loss_ce": 0.0364, "decode.acc_seg": 98.30193, "loss": 0.0364, "time": 0.54833} {"mode": "train", "epoch": 374, "iter": 69550, "lr": 2e-05, "memory": 52051, "data_time": 0.01033, "decode.loss_ce": 0.03701, "decode.acc_seg": 98.26367, "loss": 0.03701, "time": 0.54914} {"mode": "train", "epoch": 375, "iter": 69600, "lr": 2e-05, "memory": 52051, "data_time": 0.05649, "decode.loss_ce": 0.03545, "decode.acc_seg": 98.31914, "loss": 0.03545, "time": 0.59575} {"mode": "train", "epoch": 375, "iter": 69650, "lr": 2e-05, "memory": 52051, "data_time": 0.01112, "decode.loss_ce": 0.03478, "decode.acc_seg": 98.35894, "loss": 0.03478, "time": 0.5491} {"mode": "train", "epoch": 375, "iter": 69700, "lr": 2e-05, "memory": 52051, "data_time": 0.01088, "decode.loss_ce": 0.03636, "decode.acc_seg": 98.30514, "loss": 0.03636, "time": 0.54827} {"mode": "train", "epoch": 375, "iter": 69750, "lr": 2e-05, "memory": 52051, "data_time": 0.01083, "decode.loss_ce": 0.03558, "decode.acc_seg": 98.31737, "loss": 0.03558, "time": 0.54948} {"mode": "train", "epoch": 376, "iter": 69800, "lr": 2e-05, "memory": 52051, "data_time": 0.05678, "decode.loss_ce": 0.03647, "decode.acc_seg": 98.31335, "loss": 0.03647, "time": 0.59692} {"mode": "train", "epoch": 376, "iter": 69850, "lr": 2e-05, "memory": 52051, "data_time": 0.01087, "decode.loss_ce": 0.0356, "decode.acc_seg": 98.32559, "loss": 0.0356, "time": 0.5484} {"mode": "train", "epoch": 376, "iter": 69900, "lr": 2e-05, "memory": 52051, "data_time": 0.01144, "decode.loss_ce": 0.03556, "decode.acc_seg": 98.33827, "loss": 0.03556, "time": 0.54963} {"mode": "train", "epoch": 377, "iter": 69950, "lr": 2e-05, "memory": 52051, "data_time": 0.05633, "decode.loss_ce": 0.03544, "decode.acc_seg": 98.35663, "loss": 0.03544, "time": 0.59904} {"mode": "train", "epoch": 377, "iter": 70000, "lr": 2e-05, "memory": 52051, "data_time": 0.01137, "decode.loss_ce": 0.03643, "decode.acc_seg": 98.30752, "loss": 0.03643, "time": 0.54398} {"mode": "train", "epoch": 377, "iter": 70050, "lr": 2e-05, "memory": 52051, "data_time": 0.01101, "decode.loss_ce": 0.03492, "decode.acc_seg": 98.3627, "loss": 0.03492, "time": 0.55066} {"mode": "train", "epoch": 377, "iter": 70100, "lr": 2e-05, "memory": 52051, "data_time": 0.01046, "decode.loss_ce": 0.03632, "decode.acc_seg": 98.28653, "loss": 0.03632, "time": 0.54854} {"mode": "train", "epoch": 378, "iter": 70150, "lr": 2e-05, "memory": 52051, "data_time": 0.05746, "decode.loss_ce": 0.03541, "decode.acc_seg": 98.31981, "loss": 0.03541, "time": 0.59467} {"mode": "train", "epoch": 378, "iter": 70200, "lr": 2e-05, "memory": 52051, "data_time": 0.01044, "decode.loss_ce": 0.03578, "decode.acc_seg": 98.33688, "loss": 0.03578, "time": 0.54585} {"mode": "train", "epoch": 378, "iter": 70250, "lr": 2e-05, "memory": 52051, "data_time": 0.01073, "decode.loss_ce": 0.03662, "decode.acc_seg": 98.28868, "loss": 0.03662, "time": 0.5452} {"mode": "train", "epoch": 378, "iter": 70300, "lr": 2e-05, "memory": 52051, "data_time": 0.01035, "decode.loss_ce": 0.03552, "decode.acc_seg": 98.35033, "loss": 0.03552, "time": 0.54989} {"mode": "train", "epoch": 379, "iter": 70350, "lr": 2e-05, "memory": 52051, "data_time": 0.0562, "decode.loss_ce": 0.03688, "decode.acc_seg": 98.31023, "loss": 0.03688, "time": 0.5955} {"mode": "train", "epoch": 379, "iter": 70400, "lr": 2e-05, "memory": 52051, "data_time": 0.01069, "decode.loss_ce": 0.03577, "decode.acc_seg": 98.33989, "loss": 0.03577, "time": 0.54873} {"mode": "train", "epoch": 379, "iter": 70450, "lr": 2e-05, "memory": 52051, "data_time": 0.01131, "decode.loss_ce": 0.03619, "decode.acc_seg": 98.28498, "loss": 0.03619, "time": 0.54712} {"mode": "train", "epoch": 380, "iter": 70500, "lr": 2e-05, "memory": 52051, "data_time": 0.05632, "decode.loss_ce": 0.03593, "decode.acc_seg": 98.32592, "loss": 0.03593, "time": 0.59533} {"mode": "train", "epoch": 380, "iter": 70550, "lr": 2e-05, "memory": 52051, "data_time": 0.01069, "decode.loss_ce": 0.03567, "decode.acc_seg": 98.33236, "loss": 0.03567, "time": 0.54814} {"mode": "train", "epoch": 380, "iter": 70600, "lr": 2e-05, "memory": 52051, "data_time": 0.0104, "decode.loss_ce": 0.03507, "decode.acc_seg": 98.33753, "loss": 0.03507, "time": 0.54837} {"mode": "train", "epoch": 380, "iter": 70650, "lr": 2e-05, "memory": 52051, "data_time": 0.01084, "decode.loss_ce": 0.03508, "decode.acc_seg": 98.35422, "loss": 0.03508, "time": 0.54697} {"mode": "train", "epoch": 381, "iter": 70700, "lr": 2e-05, "memory": 52051, "data_time": 0.05944, "decode.loss_ce": 0.03454, "decode.acc_seg": 98.35286, "loss": 0.03454, "time": 0.59795} {"mode": "train", "epoch": 381, "iter": 70750, "lr": 2e-05, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.03535, "decode.acc_seg": 98.32175, "loss": 0.03535, "time": 0.54872} {"mode": "train", "epoch": 381, "iter": 70800, "lr": 2e-05, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03661, "decode.acc_seg": 98.31147, "loss": 0.03661, "time": 0.54806} {"mode": "train", "epoch": 381, "iter": 70850, "lr": 2e-05, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03608, "decode.acc_seg": 98.30126, "loss": 0.03608, "time": 0.54907} {"mode": "train", "epoch": 382, "iter": 70900, "lr": 2e-05, "memory": 52051, "data_time": 0.06136, "decode.loss_ce": 0.03491, "decode.acc_seg": 98.36277, "loss": 0.03491, "time": 0.59642} {"mode": "train", "epoch": 382, "iter": 70950, "lr": 2e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03502, "decode.acc_seg": 98.34774, "loss": 0.03502, "time": 0.55061} {"mode": "train", "epoch": 382, "iter": 71000, "lr": 2e-05, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03529, "decode.acc_seg": 98.32697, "loss": 0.03529, "time": 0.54745} {"mode": "train", "epoch": 382, "iter": 71050, "lr": 2e-05, "memory": 52051, "data_time": 0.01301, "decode.loss_ce": 0.03473, "decode.acc_seg": 98.38388, "loss": 0.03473, "time": 0.55052} {"mode": "train", "epoch": 383, "iter": 71100, "lr": 2e-05, "memory": 52051, "data_time": 0.05927, "decode.loss_ce": 0.03541, "decode.acc_seg": 98.31001, "loss": 0.03541, "time": 0.59772} {"mode": "train", "epoch": 383, "iter": 71150, "lr": 2e-05, "memory": 52051, "data_time": 0.01363, "decode.loss_ce": 0.03447, "decode.acc_seg": 98.37534, "loss": 0.03447, "time": 0.54948} {"mode": "train", "epoch": 383, "iter": 71200, "lr": 2e-05, "memory": 52051, "data_time": 0.01365, "decode.loss_ce": 0.03464, "decode.acc_seg": 98.38391, "loss": 0.03464, "time": 0.54725} {"mode": "train", "epoch": 384, "iter": 71250, "lr": 2e-05, "memory": 52051, "data_time": 0.06142, "decode.loss_ce": 0.03656, "decode.acc_seg": 98.2886, "loss": 0.03656, "time": 0.59473} {"mode": "train", "epoch": 384, "iter": 71300, "lr": 2e-05, "memory": 52051, "data_time": 0.01381, "decode.loss_ce": 0.0353, "decode.acc_seg": 98.33743, "loss": 0.0353, "time": 0.54722} {"mode": "train", "epoch": 384, "iter": 71350, "lr": 2e-05, "memory": 52051, "data_time": 0.01309, "decode.loss_ce": 0.03537, "decode.acc_seg": 98.35112, "loss": 0.03537, "time": 0.54656} {"mode": "train", "epoch": 384, "iter": 71400, "lr": 2e-05, "memory": 52051, "data_time": 0.01358, "decode.loss_ce": 0.03429, "decode.acc_seg": 98.36232, "loss": 0.03429, "time": 0.54986} {"mode": "train", "epoch": 385, "iter": 71450, "lr": 2e-05, "memory": 52051, "data_time": 0.05828, "decode.loss_ce": 0.03508, "decode.acc_seg": 98.35661, "loss": 0.03508, "time": 0.5983} {"mode": "train", "epoch": 385, "iter": 71500, "lr": 2e-05, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.03553, "decode.acc_seg": 98.31916, "loss": 0.03553, "time": 0.54823} {"mode": "train", "epoch": 385, "iter": 71550, "lr": 2e-05, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03734, "decode.acc_seg": 98.26764, "loss": 0.03734, "time": 0.54938} {"mode": "train", "epoch": 385, "iter": 71600, "lr": 2e-05, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.0353, "decode.acc_seg": 98.34295, "loss": 0.0353, "time": 0.54662} {"mode": "train", "epoch": 386, "iter": 71650, "lr": 2e-05, "memory": 52051, "data_time": 0.06012, "decode.loss_ce": 0.03623, "decode.acc_seg": 98.31717, "loss": 0.03623, "time": 0.59594} {"mode": "train", "epoch": 386, "iter": 71700, "lr": 2e-05, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.03472, "decode.acc_seg": 98.34423, "loss": 0.03472, "time": 0.5498} {"mode": "train", "epoch": 386, "iter": 71750, "lr": 2e-05, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03517, "decode.acc_seg": 98.33839, "loss": 0.03517, "time": 0.54775} {"mode": "train", "epoch": 387, "iter": 71800, "lr": 2e-05, "memory": 52051, "data_time": 0.062, "decode.loss_ce": 0.03551, "decode.acc_seg": 98.33776, "loss": 0.03551, "time": 0.5937} {"mode": "train", "epoch": 387, "iter": 71850, "lr": 2e-05, "memory": 52051, "data_time": 0.0128, "decode.loss_ce": 0.03523, "decode.acc_seg": 98.33764, "loss": 0.03523, "time": 0.54841} {"mode": "train", "epoch": 387, "iter": 71900, "lr": 2e-05, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03552, "decode.acc_seg": 98.33281, "loss": 0.03552, "time": 0.54959} {"mode": "train", "epoch": 387, "iter": 71950, "lr": 2e-05, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03409, "decode.acc_seg": 98.39362, "loss": 0.03409, "time": 0.54682} {"mode": "train", "epoch": 388, "iter": 72000, "lr": 2e-05, "memory": 52051, "data_time": 0.06027, "decode.loss_ce": 0.03507, "decode.acc_seg": 98.32583, "loss": 0.03507, "time": 0.59486} {"mode": "train", "epoch": 388, "iter": 72050, "lr": 2e-05, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03522, "decode.acc_seg": 98.33636, "loss": 0.03522, "time": 0.54826} {"mode": "train", "epoch": 388, "iter": 72100, "lr": 2e-05, "memory": 52051, "data_time": 0.01257, "decode.loss_ce": 0.03588, "decode.acc_seg": 98.31287, "loss": 0.03588, "time": 0.54643} {"mode": "train", "epoch": 388, "iter": 72150, "lr": 2e-05, "memory": 52051, "data_time": 0.01365, "decode.loss_ce": 0.0349, "decode.acc_seg": 98.35061, "loss": 0.0349, "time": 0.54792} {"mode": "train", "epoch": 389, "iter": 72200, "lr": 2e-05, "memory": 52051, "data_time": 0.06005, "decode.loss_ce": 0.03606, "decode.acc_seg": 98.32293, "loss": 0.03606, "time": 0.59623} {"mode": "train", "epoch": 389, "iter": 72250, "lr": 2e-05, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.0364, "decode.acc_seg": 98.29651, "loss": 0.0364, "time": 0.54746} {"mode": "train", "epoch": 389, "iter": 72300, "lr": 2e-05, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.0356, "decode.acc_seg": 98.3267, "loss": 0.0356, "time": 0.54664} {"mode": "train", "epoch": 389, "iter": 72350, "lr": 2e-05, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.0352, "decode.acc_seg": 98.34183, "loss": 0.0352, "time": 0.54855} {"mode": "train", "epoch": 390, "iter": 72400, "lr": 2e-05, "memory": 52051, "data_time": 0.05967, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.37417, "loss": 0.03388, "time": 0.59498} {"mode": "train", "epoch": 390, "iter": 72450, "lr": 2e-05, "memory": 52051, "data_time": 0.01364, "decode.loss_ce": 0.03516, "decode.acc_seg": 98.36208, "loss": 0.03516, "time": 0.54919} {"mode": "train", "epoch": 390, "iter": 72500, "lr": 2e-05, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.03411, "decode.acc_seg": 98.38043, "loss": 0.03411, "time": 0.54706} {"mode": "train", "epoch": 391, "iter": 72550, "lr": 2e-05, "memory": 52051, "data_time": 0.0597, "decode.loss_ce": 0.03616, "decode.acc_seg": 98.3126, "loss": 0.03616, "time": 0.59748} {"mode": "train", "epoch": 391, "iter": 72600, "lr": 2e-05, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.03575, "decode.acc_seg": 98.32982, "loss": 0.03575, "time": 0.54883} {"mode": "train", "epoch": 391, "iter": 72650, "lr": 2e-05, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.0362, "decode.acc_seg": 98.31286, "loss": 0.0362, "time": 0.54898} {"mode": "train", "epoch": 391, "iter": 72700, "lr": 2e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03534, "decode.acc_seg": 98.33858, "loss": 0.03534, "time": 0.54566} {"mode": "train", "epoch": 392, "iter": 72750, "lr": 2e-05, "memory": 52051, "data_time": 0.05956, "decode.loss_ce": 0.0352, "decode.acc_seg": 98.35875, "loss": 0.0352, "time": 0.59822} {"mode": "train", "epoch": 392, "iter": 72800, "lr": 2e-05, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03539, "decode.acc_seg": 98.34596, "loss": 0.03539, "time": 0.54729} {"mode": "train", "epoch": 392, "iter": 72850, "lr": 2e-05, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.03596, "decode.acc_seg": 98.30076, "loss": 0.03596, "time": 0.54442} {"mode": "train", "epoch": 392, "iter": 72900, "lr": 2e-05, "memory": 52051, "data_time": 0.01354, "decode.loss_ce": 0.03614, "decode.acc_seg": 98.3285, "loss": 0.03614, "time": 0.54701} {"mode": "train", "epoch": 393, "iter": 72950, "lr": 2e-05, "memory": 52051, "data_time": 0.05986, "decode.loss_ce": 0.03629, "decode.acc_seg": 98.30583, "loss": 0.03629, "time": 0.59669} {"mode": "train", "epoch": 393, "iter": 73000, "lr": 2e-05, "memory": 52051, "data_time": 0.01306, "decode.loss_ce": 0.03644, "decode.acc_seg": 98.30168, "loss": 0.03644, "time": 0.5469} {"mode": "train", "epoch": 393, "iter": 73050, "lr": 2e-05, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03616, "decode.acc_seg": 98.32006, "loss": 0.03616, "time": 0.54941} {"mode": "train", "epoch": 394, "iter": 73100, "lr": 2e-05, "memory": 52051, "data_time": 0.05977, "decode.loss_ce": 0.03494, "decode.acc_seg": 98.35018, "loss": 0.03494, "time": 0.59584} {"mode": "train", "epoch": 394, "iter": 73150, "lr": 2e-05, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.03528, "decode.acc_seg": 98.33106, "loss": 0.03528, "time": 0.54708} {"mode": "train", "epoch": 394, "iter": 73200, "lr": 2e-05, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.03671, "decode.acc_seg": 98.28715, "loss": 0.03671, "time": 0.54685} {"mode": "train", "epoch": 394, "iter": 73250, "lr": 2e-05, "memory": 52051, "data_time": 0.01297, "decode.loss_ce": 0.03419, "decode.acc_seg": 98.38541, "loss": 0.03419, "time": 0.54685} {"mode": "train", "epoch": 395, "iter": 73300, "lr": 2e-05, "memory": 52051, "data_time": 0.06014, "decode.loss_ce": 0.03476, "decode.acc_seg": 98.3656, "loss": 0.03476, "time": 0.59494} {"mode": "train", "epoch": 395, "iter": 73350, "lr": 2e-05, "memory": 52051, "data_time": 0.01375, "decode.loss_ce": 0.03559, "decode.acc_seg": 98.30106, "loss": 0.03559, "time": 0.54587} {"mode": "train", "epoch": 395, "iter": 73400, "lr": 2e-05, "memory": 52051, "data_time": 0.01289, "decode.loss_ce": 0.03461, "decode.acc_seg": 98.37517, "loss": 0.03461, "time": 0.54658} {"mode": "train", "epoch": 395, "iter": 73450, "lr": 2e-05, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.036, "decode.acc_seg": 98.32591, "loss": 0.036, "time": 0.548} {"mode": "train", "epoch": 396, "iter": 73500, "lr": 2e-05, "memory": 52051, "data_time": 0.05943, "decode.loss_ce": 0.03529, "decode.acc_seg": 98.31431, "loss": 0.03529, "time": 0.5934} {"mode": "train", "epoch": 396, "iter": 73550, "lr": 2e-05, "memory": 52051, "data_time": 0.01365, "decode.loss_ce": 0.03642, "decode.acc_seg": 98.30684, "loss": 0.03642, "time": 0.54622} {"mode": "train", "epoch": 396, "iter": 73600, "lr": 2e-05, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.03553, "decode.acc_seg": 98.32651, "loss": 0.03553, "time": 0.54826} {"mode": "train", "epoch": 396, "iter": 73650, "lr": 2e-05, "memory": 52051, "data_time": 0.01289, "decode.loss_ce": 0.03492, "decode.acc_seg": 98.36344, "loss": 0.03492, "time": 0.54779} {"mode": "train", "epoch": 397, "iter": 73700, "lr": 2e-05, "memory": 52051, "data_time": 0.05982, "decode.loss_ce": 0.03443, "decode.acc_seg": 98.37553, "loss": 0.03443, "time": 0.5973} {"mode": "train", "epoch": 397, "iter": 73750, "lr": 2e-05, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.03611, "decode.acc_seg": 98.30758, "loss": 0.03611, "time": 0.54687} {"mode": "train", "epoch": 397, "iter": 73800, "lr": 2e-05, "memory": 52051, "data_time": 0.01294, "decode.loss_ce": 0.03655, "decode.acc_seg": 98.27852, "loss": 0.03655, "time": 0.54829} {"mode": "train", "epoch": 398, "iter": 73850, "lr": 2e-05, "memory": 52051, "data_time": 0.06066, "decode.loss_ce": 0.03464, "decode.acc_seg": 98.3472, "loss": 0.03464, "time": 0.59563} {"mode": "train", "epoch": 398, "iter": 73900, "lr": 2e-05, "memory": 52051, "data_time": 0.01322, "decode.loss_ce": 0.03546, "decode.acc_seg": 98.34384, "loss": 0.03546, "time": 0.55111} {"mode": "train", "epoch": 398, "iter": 73950, "lr": 2e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03522, "decode.acc_seg": 98.35833, "loss": 0.03522, "time": 0.54688} {"mode": "train", "epoch": 398, "iter": 74000, "lr": 2e-05, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03617, "decode.acc_seg": 98.28332, "loss": 0.03617, "time": 0.54753} {"mode": "train", "epoch": 399, "iter": 74050, "lr": 2e-05, "memory": 52051, "data_time": 0.06043, "decode.loss_ce": 0.03548, "decode.acc_seg": 98.32517, "loss": 0.03548, "time": 0.59444} {"mode": "train", "epoch": 399, "iter": 74100, "lr": 2e-05, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03459, "decode.acc_seg": 98.35556, "loss": 0.03459, "time": 0.54933} {"mode": "train", "epoch": 399, "iter": 74150, "lr": 2e-05, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.03541, "decode.acc_seg": 98.32351, "loss": 0.03541, "time": 0.54546} {"mode": "train", "epoch": 399, "iter": 74200, "lr": 2e-05, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.03456, "decode.acc_seg": 98.37806, "loss": 0.03456, "time": 0.54905} {"mode": "train", "epoch": 400, "iter": 74250, "lr": 2e-05, "memory": 52051, "data_time": 0.06027, "decode.loss_ce": 0.03435, "decode.acc_seg": 98.37787, "loss": 0.03435, "time": 0.59514} {"mode": "train", "epoch": 400, "iter": 74300, "lr": 2e-05, "memory": 52051, "data_time": 0.013, "decode.loss_ce": 0.03638, "decode.acc_seg": 98.31829, "loss": 0.03638, "time": 0.54657} {"mode": "train", "epoch": 400, "iter": 74350, "lr": 2e-05, "memory": 52051, "data_time": 0.01354, "decode.loss_ce": 0.03594, "decode.acc_seg": 98.32826, "loss": 0.03594, "time": 0.54918} {"mode": "train", "epoch": 400, "iter": 74400, "lr": 2e-05, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.03424, "decode.acc_seg": 98.38039, "loss": 0.03424, "time": 0.54524} {"mode": "train", "epoch": 401, "iter": 74450, "lr": 2e-05, "memory": 52051, "data_time": 0.06035, "decode.loss_ce": 0.03597, "decode.acc_seg": 98.32195, "loss": 0.03597, "time": 0.59856} {"mode": "train", "epoch": 401, "iter": 74500, "lr": 2e-05, "memory": 52051, "data_time": 0.01294, "decode.loss_ce": 0.03532, "decode.acc_seg": 98.34976, "loss": 0.03532, "time": 0.54951} {"mode": "train", "epoch": 401, "iter": 74550, "lr": 2e-05, "memory": 52051, "data_time": 0.01335, "decode.loss_ce": 0.0366, "decode.acc_seg": 98.27385, "loss": 0.0366, "time": 0.54467} {"mode": "train", "epoch": 402, "iter": 74600, "lr": 2e-05, "memory": 52051, "data_time": 0.06121, "decode.loss_ce": 0.03565, "decode.acc_seg": 98.30905, "loss": 0.03565, "time": 0.59382} {"mode": "train", "epoch": 402, "iter": 74650, "lr": 2e-05, "memory": 52051, "data_time": 0.01307, "decode.loss_ce": 0.03497, "decode.acc_seg": 98.34974, "loss": 0.03497, "time": 0.54951} {"mode": "train", "epoch": 402, "iter": 74700, "lr": 2e-05, "memory": 52051, "data_time": 0.01378, "decode.loss_ce": 0.03604, "decode.acc_seg": 98.31291, "loss": 0.03604, "time": 0.54932} {"mode": "train", "epoch": 402, "iter": 74750, "lr": 2e-05, "memory": 52051, "data_time": 0.01262, "decode.loss_ce": 0.03519, "decode.acc_seg": 98.34566, "loss": 0.03519, "time": 0.54718} {"mode": "train", "epoch": 403, "iter": 74800, "lr": 2e-05, "memory": 52051, "data_time": 0.06042, "decode.loss_ce": 0.0349, "decode.acc_seg": 98.34644, "loss": 0.0349, "time": 0.59856} {"mode": "train", "epoch": 403, "iter": 74850, "lr": 2e-05, "memory": 52051, "data_time": 0.01361, "decode.loss_ce": 0.03498, "decode.acc_seg": 98.36683, "loss": 0.03498, "time": 0.54883} {"mode": "train", "epoch": 403, "iter": 74900, "lr": 2e-05, "memory": 52051, "data_time": 0.01364, "decode.loss_ce": 0.03716, "decode.acc_seg": 98.2661, "loss": 0.03716, "time": 0.54797} {"mode": "train", "epoch": 403, "iter": 74950, "lr": 2e-05, "memory": 52051, "data_time": 0.01297, "decode.loss_ce": 0.03552, "decode.acc_seg": 98.31943, "loss": 0.03552, "time": 0.54752} {"mode": "train", "epoch": 404, "iter": 75000, "lr": 2e-05, "memory": 52051, "data_time": 0.06132, "decode.loss_ce": 0.03559, "decode.acc_seg": 98.32734, "loss": 0.03559, "time": 0.59732} {"mode": "train", "epoch": 404, "iter": 75050, "lr": 2e-05, "memory": 52051, "data_time": 0.01288, "decode.loss_ce": 0.03533, "decode.acc_seg": 98.34411, "loss": 0.03533, "time": 0.54618} {"mode": "train", "epoch": 404, "iter": 75100, "lr": 2e-05, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03457, "decode.acc_seg": 98.40863, "loss": 0.03457, "time": 0.54697} {"mode": "train", "epoch": 405, "iter": 75150, "lr": 2e-05, "memory": 52051, "data_time": 0.06019, "decode.loss_ce": 0.036, "decode.acc_seg": 98.30706, "loss": 0.036, "time": 0.59393} {"mode": "train", "epoch": 405, "iter": 75200, "lr": 2e-05, "memory": 52051, "data_time": 0.01295, "decode.loss_ce": 0.03514, "decode.acc_seg": 98.33247, "loss": 0.03514, "time": 0.54571} {"mode": "train", "epoch": 405, "iter": 75250, "lr": 2e-05, "memory": 52051, "data_time": 0.01367, "decode.loss_ce": 0.0363, "decode.acc_seg": 98.3027, "loss": 0.0363, "time": 0.54918} {"mode": "train", "epoch": 405, "iter": 75300, "lr": 2e-05, "memory": 52051, "data_time": 0.01287, "decode.loss_ce": 0.0354, "decode.acc_seg": 98.34169, "loss": 0.0354, "time": 0.54949} {"mode": "train", "epoch": 406, "iter": 75350, "lr": 2e-05, "memory": 52051, "data_time": 0.06107, "decode.loss_ce": 0.03575, "decode.acc_seg": 98.31991, "loss": 0.03575, "time": 0.59729} {"mode": "train", "epoch": 406, "iter": 75400, "lr": 2e-05, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03481, "decode.acc_seg": 98.36673, "loss": 0.03481, "time": 0.54548} {"mode": "train", "epoch": 406, "iter": 75450, "lr": 2e-05, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03455, "decode.acc_seg": 98.3622, "loss": 0.03455, "time": 0.54942} {"mode": "train", "epoch": 406, "iter": 75500, "lr": 2e-05, "memory": 52051, "data_time": 0.01362, "decode.loss_ce": 0.03583, "decode.acc_seg": 98.32012, "loss": 0.03583, "time": 0.54709} {"mode": "train", "epoch": 407, "iter": 75550, "lr": 2e-05, "memory": 52051, "data_time": 0.05927, "decode.loss_ce": 0.03587, "decode.acc_seg": 98.31816, "loss": 0.03587, "time": 0.59606} {"mode": "train", "epoch": 407, "iter": 75600, "lr": 2e-05, "memory": 52051, "data_time": 0.01365, "decode.loss_ce": 0.03539, "decode.acc_seg": 98.32642, "loss": 0.03539, "time": 0.54947} {"mode": "train", "epoch": 407, "iter": 75650, "lr": 2e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03452, "decode.acc_seg": 98.37787, "loss": 0.03452, "time": 0.54728} {"mode": "train", "epoch": 407, "iter": 75700, "lr": 2e-05, "memory": 52051, "data_time": 0.01281, "decode.loss_ce": 0.03533, "decode.acc_seg": 98.3291, "loss": 0.03533, "time": 0.54535} {"mode": "train", "epoch": 408, "iter": 75750, "lr": 2e-05, "memory": 52051, "data_time": 0.06112, "decode.loss_ce": 0.0355, "decode.acc_seg": 98.3441, "loss": 0.0355, "time": 0.59788} {"mode": "train", "epoch": 408, "iter": 75800, "lr": 2e-05, "memory": 52051, "data_time": 0.01358, "decode.loss_ce": 0.03464, "decode.acc_seg": 98.35411, "loss": 0.03464, "time": 0.54791} {"mode": "train", "epoch": 408, "iter": 75850, "lr": 2e-05, "memory": 52051, "data_time": 0.0142, "decode.loss_ce": 0.03536, "decode.acc_seg": 98.32547, "loss": 0.03536, "time": 0.54921} {"mode": "train", "epoch": 409, "iter": 75900, "lr": 2e-05, "memory": 52051, "data_time": 0.0607, "decode.loss_ce": 0.03529, "decode.acc_seg": 98.34559, "loss": 0.03529, "time": 0.59544} {"mode": "train", "epoch": 409, "iter": 75950, "lr": 2e-05, "memory": 52051, "data_time": 0.01388, "decode.loss_ce": 0.03611, "decode.acc_seg": 98.29426, "loss": 0.03611, "time": 0.55054} {"mode": "train", "epoch": 409, "iter": 76000, "lr": 2e-05, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.03518, "decode.acc_seg": 98.34738, "loss": 0.03518, "time": 0.5476} {"mode": "train", "epoch": 409, "iter": 76050, "lr": 2e-05, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03476, "decode.acc_seg": 98.36433, "loss": 0.03476, "time": 0.54237} {"mode": "train", "epoch": 410, "iter": 76100, "lr": 2e-05, "memory": 52051, "data_time": 0.05936, "decode.loss_ce": 0.03546, "decode.acc_seg": 98.34285, "loss": 0.03546, "time": 0.59652} {"mode": "train", "epoch": 410, "iter": 76150, "lr": 2e-05, "memory": 52051, "data_time": 0.01309, "decode.loss_ce": 0.03495, "decode.acc_seg": 98.35389, "loss": 0.03495, "time": 0.54728} {"mode": "train", "epoch": 410, "iter": 76200, "lr": 2e-05, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03527, "decode.acc_seg": 98.31974, "loss": 0.03527, "time": 0.54936} {"mode": "train", "epoch": 410, "iter": 76250, "lr": 2e-05, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03411, "decode.acc_seg": 98.39195, "loss": 0.03411, "time": 0.54908} {"mode": "train", "epoch": 411, "iter": 76300, "lr": 2e-05, "memory": 52051, "data_time": 0.0603, "decode.loss_ce": 0.03516, "decode.acc_seg": 98.33967, "loss": 0.03516, "time": 0.59737} {"mode": "train", "epoch": 411, "iter": 76350, "lr": 2e-05, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.03691, "decode.acc_seg": 98.27915, "loss": 0.03691, "time": 0.54704} {"mode": "train", "epoch": 411, "iter": 76400, "lr": 2e-05, "memory": 52051, "data_time": 0.01277, "decode.loss_ce": 0.03611, "decode.acc_seg": 98.30211, "loss": 0.03611, "time": 0.54814} {"mode": "train", "epoch": 412, "iter": 76450, "lr": 2e-05, "memory": 52051, "data_time": 0.05999, "decode.loss_ce": 0.03493, "decode.acc_seg": 98.35137, "loss": 0.03493, "time": 0.59366} {"mode": "train", "epoch": 412, "iter": 76500, "lr": 2e-05, "memory": 52051, "data_time": 0.01322, "decode.loss_ce": 0.03474, "decode.acc_seg": 98.34867, "loss": 0.03474, "time": 0.54765} {"mode": "train", "epoch": 412, "iter": 76550, "lr": 2e-05, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.03546, "decode.acc_seg": 98.33111, "loss": 0.03546, "time": 0.5471} {"mode": "train", "epoch": 412, "iter": 76600, "lr": 2e-05, "memory": 52051, "data_time": 0.01311, "decode.loss_ce": 0.03509, "decode.acc_seg": 98.3437, "loss": 0.03509, "time": 0.54749} {"mode": "train", "epoch": 413, "iter": 76650, "lr": 2e-05, "memory": 52051, "data_time": 0.05997, "decode.loss_ce": 0.03524, "decode.acc_seg": 98.32666, "loss": 0.03524, "time": 0.59632} {"mode": "train", "epoch": 413, "iter": 76700, "lr": 2e-05, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03519, "decode.acc_seg": 98.32825, "loss": 0.03519, "time": 0.54843} {"mode": "train", "epoch": 413, "iter": 76750, "lr": 2e-05, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.03447, "decode.acc_seg": 98.37398, "loss": 0.03447, "time": 0.54901} {"mode": "train", "epoch": 413, "iter": 76800, "lr": 2e-05, "memory": 52051, "data_time": 0.01369, "decode.loss_ce": 0.03592, "decode.acc_seg": 98.31535, "loss": 0.03592, "time": 0.5492} {"mode": "train", "epoch": 414, "iter": 76850, "lr": 2e-05, "memory": 52051, "data_time": 0.05978, "decode.loss_ce": 0.03514, "decode.acc_seg": 98.35898, "loss": 0.03514, "time": 0.59731} {"mode": "train", "epoch": 414, "iter": 76900, "lr": 2e-05, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03522, "decode.acc_seg": 98.35839, "loss": 0.03522, "time": 0.54595} {"mode": "train", "epoch": 414, "iter": 76950, "lr": 2e-05, "memory": 52051, "data_time": 0.01285, "decode.loss_ce": 0.03611, "decode.acc_seg": 98.30742, "loss": 0.03611, "time": 0.54686} {"mode": "train", "epoch": 414, "iter": 77000, "lr": 2e-05, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.0359, "decode.acc_seg": 98.31891, "loss": 0.0359, "time": 0.54747} {"mode": "train", "epoch": 415, "iter": 77050, "lr": 2e-05, "memory": 52051, "data_time": 0.05898, "decode.loss_ce": 0.03502, "decode.acc_seg": 98.35629, "loss": 0.03502, "time": 0.59726} {"mode": "train", "epoch": 415, "iter": 77100, "lr": 2e-05, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.03561, "decode.acc_seg": 98.3168, "loss": 0.03561, "time": 0.54589} {"mode": "train", "epoch": 415, "iter": 77150, "lr": 2e-05, "memory": 52051, "data_time": 0.0139, "decode.loss_ce": 0.03447, "decode.acc_seg": 98.38921, "loss": 0.03447, "time": 0.5488} {"mode": "train", "epoch": 416, "iter": 77200, "lr": 2e-05, "memory": 52051, "data_time": 0.05929, "decode.loss_ce": 0.03534, "decode.acc_seg": 98.3295, "loss": 0.03534, "time": 0.59591} {"mode": "train", "epoch": 416, "iter": 77250, "lr": 2e-05, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03584, "decode.acc_seg": 98.30278, "loss": 0.03584, "time": 0.54911} {"mode": "train", "epoch": 416, "iter": 77300, "lr": 2e-05, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03489, "decode.acc_seg": 98.37346, "loss": 0.03489, "time": 0.54728} {"mode": "train", "epoch": 416, "iter": 77350, "lr": 2e-05, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03574, "decode.acc_seg": 98.31704, "loss": 0.03574, "time": 0.54576} {"mode": "train", "epoch": 417, "iter": 77400, "lr": 2e-05, "memory": 52051, "data_time": 0.06059, "decode.loss_ce": 0.0351, "decode.acc_seg": 98.35856, "loss": 0.0351, "time": 0.59303} {"mode": "train", "epoch": 417, "iter": 77450, "lr": 2e-05, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03527, "decode.acc_seg": 98.32667, "loss": 0.03527, "time": 0.54683} {"mode": "train", "epoch": 417, "iter": 77500, "lr": 2e-05, "memory": 52051, "data_time": 0.01344, "decode.loss_ce": 0.03475, "decode.acc_seg": 98.34699, "loss": 0.03475, "time": 0.54818} {"mode": "train", "epoch": 417, "iter": 77550, "lr": 2e-05, "memory": 52051, "data_time": 0.01394, "decode.loss_ce": 0.03528, "decode.acc_seg": 98.35401, "loss": 0.03528, "time": 0.54679} {"mode": "train", "epoch": 418, "iter": 77600, "lr": 2e-05, "memory": 52051, "data_time": 0.05947, "decode.loss_ce": 0.03449, "decode.acc_seg": 98.37122, "loss": 0.03449, "time": 0.59672} {"mode": "train", "epoch": 418, "iter": 77650, "lr": 2e-05, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03719, "decode.acc_seg": 98.26636, "loss": 0.03719, "time": 0.54881} {"mode": "train", "epoch": 418, "iter": 77700, "lr": 2e-05, "memory": 52051, "data_time": 0.01354, "decode.loss_ce": 0.0344, "decode.acc_seg": 98.38439, "loss": 0.0344, "time": 0.5503} {"mode": "train", "epoch": 419, "iter": 77750, "lr": 2e-05, "memory": 52051, "data_time": 0.06022, "decode.loss_ce": 0.03655, "decode.acc_seg": 98.30934, "loss": 0.03655, "time": 0.59741} {"mode": "train", "epoch": 419, "iter": 77800, "lr": 2e-05, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03438, "decode.acc_seg": 98.37791, "loss": 0.03438, "time": 0.54852} {"mode": "train", "epoch": 419, "iter": 77850, "lr": 2e-05, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03568, "decode.acc_seg": 98.34019, "loss": 0.03568, "time": 0.54543} {"mode": "train", "epoch": 419, "iter": 77900, "lr": 2e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03484, "decode.acc_seg": 98.32246, "loss": 0.03484, "time": 0.54898} {"mode": "train", "epoch": 420, "iter": 77950, "lr": 2e-05, "memory": 52051, "data_time": 0.06007, "decode.loss_ce": 0.03403, "decode.acc_seg": 98.37389, "loss": 0.03403, "time": 0.59483} {"mode": "train", "epoch": 420, "iter": 78000, "lr": 2e-05, "memory": 52051, "data_time": 0.0128, "decode.loss_ce": 0.03492, "decode.acc_seg": 98.36664, "loss": 0.03492, "time": 0.54761} {"mode": "train", "epoch": 420, "iter": 78050, "lr": 2e-05, "memory": 52051, "data_time": 0.01367, "decode.loss_ce": 0.0358, "decode.acc_seg": 98.32289, "loss": 0.0358, "time": 0.55137} {"mode": "train", "epoch": 420, "iter": 78100, "lr": 2e-05, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03569, "decode.acc_seg": 98.34311, "loss": 0.03569, "time": 0.54901} {"mode": "train", "epoch": 421, "iter": 78150, "lr": 2e-05, "memory": 52051, "data_time": 0.0604, "decode.loss_ce": 0.03571, "decode.acc_seg": 98.30924, "loss": 0.03571, "time": 0.59617} {"mode": "train", "epoch": 421, "iter": 78200, "lr": 2e-05, "memory": 52051, "data_time": 0.01392, "decode.loss_ce": 0.03394, "decode.acc_seg": 98.41245, "loss": 0.03394, "time": 0.54811} {"mode": "train", "epoch": 421, "iter": 78250, "lr": 2e-05, "memory": 52051, "data_time": 0.01363, "decode.loss_ce": 0.03489, "decode.acc_seg": 98.36015, "loss": 0.03489, "time": 0.54732} {"mode": "train", "epoch": 421, "iter": 78300, "lr": 2e-05, "memory": 52051, "data_time": 0.01414, "decode.loss_ce": 0.03543, "decode.acc_seg": 98.32702, "loss": 0.03543, "time": 0.54452} {"mode": "train", "epoch": 422, "iter": 78350, "lr": 2e-05, "memory": 52051, "data_time": 0.06123, "decode.loss_ce": 0.03609, "decode.acc_seg": 98.3074, "loss": 0.03609, "time": 0.59368} {"mode": "train", "epoch": 422, "iter": 78400, "lr": 2e-05, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03416, "decode.acc_seg": 98.37181, "loss": 0.03416, "time": 0.54548} {"mode": "train", "epoch": 422, "iter": 78450, "lr": 2e-05, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.03538, "decode.acc_seg": 98.35134, "loss": 0.03538, "time": 0.54722} {"mode": "train", "epoch": 423, "iter": 78500, "lr": 2e-05, "memory": 52051, "data_time": 0.06084, "decode.loss_ce": 0.03573, "decode.acc_seg": 98.34125, "loss": 0.03573, "time": 0.59528} {"mode": "train", "epoch": 423, "iter": 78550, "lr": 2e-05, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.03363, "decode.acc_seg": 98.39598, "loss": 0.03363, "time": 0.54773} {"mode": "train", "epoch": 423, "iter": 78600, "lr": 2e-05, "memory": 52051, "data_time": 0.01365, "decode.loss_ce": 0.03628, "decode.acc_seg": 98.30667, "loss": 0.03628, "time": 0.54928} {"mode": "train", "epoch": 423, "iter": 78650, "lr": 2e-05, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.03428, "decode.acc_seg": 98.39174, "loss": 0.03428, "time": 0.54418} {"mode": "train", "epoch": 424, "iter": 78700, "lr": 2e-05, "memory": 52051, "data_time": 0.05973, "decode.loss_ce": 0.03562, "decode.acc_seg": 98.31423, "loss": 0.03562, "time": 0.59596} {"mode": "train", "epoch": 424, "iter": 78750, "lr": 2e-05, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.03532, "decode.acc_seg": 98.34855, "loss": 0.03532, "time": 0.54812} {"mode": "train", "epoch": 424, "iter": 78800, "lr": 2e-05, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03479, "decode.acc_seg": 98.37095, "loss": 0.03479, "time": 0.54952} {"mode": "train", "epoch": 424, "iter": 78850, "lr": 2e-05, "memory": 52051, "data_time": 0.01373, "decode.loss_ce": 0.03634, "decode.acc_seg": 98.30688, "loss": 0.03634, "time": 0.54772} {"mode": "train", "epoch": 425, "iter": 78900, "lr": 2e-05, "memory": 52051, "data_time": 0.05881, "decode.loss_ce": 0.0349, "decode.acc_seg": 98.34214, "loss": 0.0349, "time": 0.59665} {"mode": "train", "epoch": 425, "iter": 78950, "lr": 2e-05, "memory": 52051, "data_time": 0.01384, "decode.loss_ce": 0.03529, "decode.acc_seg": 98.34815, "loss": 0.03529, "time": 0.54811} {"mode": "train", "epoch": 425, "iter": 79000, "lr": 2e-05, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03529, "decode.acc_seg": 98.35502, "loss": 0.03529, "time": 0.54828} {"mode": "train", "epoch": 425, "iter": 79050, "lr": 2e-05, "memory": 52051, "data_time": 0.01271, "decode.loss_ce": 0.03538, "decode.acc_seg": 98.32472, "loss": 0.03538, "time": 0.5469} {"mode": "train", "epoch": 426, "iter": 79100, "lr": 2e-05, "memory": 52051, "data_time": 0.06044, "decode.loss_ce": 0.03438, "decode.acc_seg": 98.36502, "loss": 0.03438, "time": 0.59149} {"mode": "train", "epoch": 426, "iter": 79150, "lr": 2e-05, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.03533, "decode.acc_seg": 98.33779, "loss": 0.03533, "time": 0.54921} {"mode": "train", "epoch": 426, "iter": 79200, "lr": 2e-05, "memory": 52051, "data_time": 0.0126, "decode.loss_ce": 0.03457, "decode.acc_seg": 98.3714, "loss": 0.03457, "time": 0.55036} {"mode": "train", "epoch": 427, "iter": 79250, "lr": 2e-05, "memory": 52051, "data_time": 0.06083, "decode.loss_ce": 0.03498, "decode.acc_seg": 98.35454, "loss": 0.03498, "time": 0.59631} {"mode": "train", "epoch": 427, "iter": 79300, "lr": 2e-05, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03575, "decode.acc_seg": 98.33576, "loss": 0.03575, "time": 0.54781} {"mode": "train", "epoch": 427, "iter": 79350, "lr": 2e-05, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03463, "decode.acc_seg": 98.36787, "loss": 0.03463, "time": 0.54625} {"mode": "train", "epoch": 427, "iter": 79400, "lr": 2e-05, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.03558, "decode.acc_seg": 98.33644, "loss": 0.03558, "time": 0.5489} {"mode": "train", "epoch": 428, "iter": 79450, "lr": 2e-05, "memory": 52051, "data_time": 0.06061, "decode.loss_ce": 0.03459, "decode.acc_seg": 98.37049, "loss": 0.03459, "time": 0.59748} {"mode": "train", "epoch": 428, "iter": 79500, "lr": 2e-05, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03498, "decode.acc_seg": 98.36341, "loss": 0.03498, "time": 0.54727} {"mode": "train", "epoch": 428, "iter": 79550, "lr": 2e-05, "memory": 52051, "data_time": 0.0126, "decode.loss_ce": 0.03478, "decode.acc_seg": 98.36534, "loss": 0.03478, "time": 0.54711} {"mode": "train", "epoch": 428, "iter": 79600, "lr": 2e-05, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03544, "decode.acc_seg": 98.32272, "loss": 0.03544, "time": 0.54826} {"mode": "train", "epoch": 429, "iter": 79650, "lr": 2e-05, "memory": 52051, "data_time": 0.05898, "decode.loss_ce": 0.03402, "decode.acc_seg": 98.38481, "loss": 0.03402, "time": 0.59434} {"mode": "train", "epoch": 429, "iter": 79700, "lr": 2e-05, "memory": 52051, "data_time": 0.01261, "decode.loss_ce": 0.0342, "decode.acc_seg": 98.38563, "loss": 0.0342, "time": 0.54847} {"mode": "train", "epoch": 429, "iter": 79750, "lr": 2e-05, "memory": 52051, "data_time": 0.01279, "decode.loss_ce": 0.0376, "decode.acc_seg": 98.25517, "loss": 0.0376, "time": 0.5482} {"mode": "train", "epoch": 430, "iter": 79800, "lr": 2e-05, "memory": 52051, "data_time": 0.05934, "decode.loss_ce": 0.03501, "decode.acc_seg": 98.35891, "loss": 0.03501, "time": 0.59624} {"mode": "train", "epoch": 430, "iter": 79850, "lr": 2e-05, "memory": 52051, "data_time": 0.01263, "decode.loss_ce": 0.03549, "decode.acc_seg": 98.34614, "loss": 0.03549, "time": 0.54746} {"mode": "train", "epoch": 430, "iter": 79900, "lr": 2e-05, "memory": 52051, "data_time": 0.01257, "decode.loss_ce": 0.03535, "decode.acc_seg": 98.36017, "loss": 0.03535, "time": 0.54707} {"mode": "train", "epoch": 430, "iter": 79950, "lr": 2e-05, "memory": 52051, "data_time": 0.01282, "decode.loss_ce": 0.03526, "decode.acc_seg": 98.33779, "loss": 0.03526, "time": 0.54849} {"mode": "train", "epoch": 431, "iter": 80000, "lr": 2e-05, "memory": 52051, "data_time": 0.06006, "decode.loss_ce": 0.03549, "decode.acc_seg": 98.33591, "loss": 0.03549, "time": 0.64169} {"mode": "val", "epoch": 431, "iter": 63, "lr": 2e-05, "mIoU": [0.8161, 0.8162, 0.8165, 0.8165, 0.8167, 0.8168, 0.8169, 0.8171, 0.8171, 0.8172, 0.8173, 0.8173, 0.8173, 0.8174, 0.8174, 0.8175, 0.8175, 0.8175, 0.8175, 0.8176], "copy_paste": "81.61,81.62,81.65,81.65,81.67,81.68,81.69,81.71,81.71,81.72,81.73,81.73,81.73,81.74,81.74,81.75,81.75,81.75,81.75,81.76"} {"mode": "train", "epoch": 431, "iter": 80050, "lr": 1e-05, "memory": 52051, "data_time": 7.42364, "decode.loss_ce": 0.03568, "decode.acc_seg": 98.34405, "loss": 0.03568, "time": 7.96175} {"mode": "train", "epoch": 431, "iter": 80100, "lr": 1e-05, "memory": 52051, "data_time": 0.01552, "decode.loss_ce": 0.03534, "decode.acc_seg": 98.36225, "loss": 0.03534, "time": 0.54882} {"mode": "train", "epoch": 431, "iter": 80150, "lr": 1e-05, "memory": 52051, "data_time": 0.01478, "decode.loss_ce": 0.03499, "decode.acc_seg": 98.33508, "loss": 0.03499, "time": 0.54818} {"mode": "train", "epoch": 432, "iter": 80200, "lr": 1e-05, "memory": 52051, "data_time": 0.06189, "decode.loss_ce": 0.03538, "decode.acc_seg": 98.32845, "loss": 0.03538, "time": 0.59847} {"mode": "train", "epoch": 432, "iter": 80250, "lr": 1e-05, "memory": 52051, "data_time": 0.01448, "decode.loss_ce": 0.03477, "decode.acc_seg": 98.36985, "loss": 0.03477, "time": 0.55274} {"mode": "train", "epoch": 432, "iter": 80300, "lr": 1e-05, "memory": 52051, "data_time": 0.01453, "decode.loss_ce": 0.03493, "decode.acc_seg": 98.33772, "loss": 0.03493, "time": 0.55169} {"mode": "train", "epoch": 432, "iter": 80350, "lr": 1e-05, "memory": 52051, "data_time": 0.01295, "decode.loss_ce": 0.03513, "decode.acc_seg": 98.35777, "loss": 0.03513, "time": 0.54754} {"mode": "train", "epoch": 433, "iter": 80400, "lr": 1e-05, "memory": 52051, "data_time": 0.05925, "decode.loss_ce": 0.03467, "decode.acc_seg": 98.37942, "loss": 0.03467, "time": 0.59639} {"mode": "train", "epoch": 433, "iter": 80450, "lr": 1e-05, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.03565, "decode.acc_seg": 98.33783, "loss": 0.03565, "time": 0.54735} {"mode": "train", "epoch": 433, "iter": 80500, "lr": 1e-05, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03479, "decode.acc_seg": 98.34185, "loss": 0.03479, "time": 0.55056} {"mode": "train", "epoch": 434, "iter": 80550, "lr": 1e-05, "memory": 52051, "data_time": 0.059, "decode.loss_ce": 0.03433, "decode.acc_seg": 98.38394, "loss": 0.03433, "time": 0.5944} {"mode": "train", "epoch": 434, "iter": 80600, "lr": 1e-05, "memory": 52051, "data_time": 0.01308, "decode.loss_ce": 0.0348, "decode.acc_seg": 98.34732, "loss": 0.0348, "time": 0.54462} {"mode": "train", "epoch": 434, "iter": 80650, "lr": 1e-05, "memory": 52051, "data_time": 0.01266, "decode.loss_ce": 0.03467, "decode.acc_seg": 98.37617, "loss": 0.03467, "time": 0.5494} {"mode": "train", "epoch": 434, "iter": 80700, "lr": 1e-05, "memory": 52051, "data_time": 0.01248, "decode.loss_ce": 0.03502, "decode.acc_seg": 98.3588, "loss": 0.03502, "time": 0.54797} {"mode": "train", "epoch": 435, "iter": 80750, "lr": 1e-05, "memory": 52051, "data_time": 0.05976, "decode.loss_ce": 0.03481, "decode.acc_seg": 98.35253, "loss": 0.03481, "time": 0.59224} {"mode": "train", "epoch": 435, "iter": 80800, "lr": 1e-05, "memory": 52051, "data_time": 0.01282, "decode.loss_ce": 0.03559, "decode.acc_seg": 98.32991, "loss": 0.03559, "time": 0.54658} {"mode": "train", "epoch": 435, "iter": 80850, "lr": 1e-05, "memory": 52051, "data_time": 0.01307, "decode.loss_ce": 0.03535, "decode.acc_seg": 98.33312, "loss": 0.03535, "time": 0.5481} {"mode": "train", "epoch": 435, "iter": 80900, "lr": 1e-05, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.03532, "decode.acc_seg": 98.34691, "loss": 0.03532, "time": 0.54803} {"mode": "train", "epoch": 436, "iter": 80950, "lr": 1e-05, "memory": 52051, "data_time": 0.05959, "decode.loss_ce": 0.03392, "decode.acc_seg": 98.4032, "loss": 0.03392, "time": 0.59744} {"mode": "train", "epoch": 436, "iter": 81000, "lr": 1e-05, "memory": 52051, "data_time": 0.01294, "decode.loss_ce": 0.03439, "decode.acc_seg": 98.38622, "loss": 0.03439, "time": 0.55016} {"mode": "train", "epoch": 436, "iter": 81050, "lr": 1e-05, "memory": 52051, "data_time": 0.01292, "decode.loss_ce": 0.0372, "decode.acc_seg": 98.26469, "loss": 0.0372, "time": 0.54557} {"mode": "train", "epoch": 437, "iter": 81100, "lr": 1e-05, "memory": 52051, "data_time": 0.06006, "decode.loss_ce": 0.0368, "decode.acc_seg": 98.27617, "loss": 0.0368, "time": 0.59076} {"mode": "train", "epoch": 437, "iter": 81150, "lr": 1e-05, "memory": 52051, "data_time": 0.01261, "decode.loss_ce": 0.03416, "decode.acc_seg": 98.37911, "loss": 0.03416, "time": 0.54423} {"mode": "train", "epoch": 437, "iter": 81200, "lr": 1e-05, "memory": 52051, "data_time": 0.01277, "decode.loss_ce": 0.03479, "decode.acc_seg": 98.36765, "loss": 0.03479, "time": 0.54791} {"mode": "train", "epoch": 437, "iter": 81250, "lr": 1e-05, "memory": 52051, "data_time": 0.01307, "decode.loss_ce": 0.03418, "decode.acc_seg": 98.37935, "loss": 0.03418, "time": 0.54663} {"mode": "train", "epoch": 438, "iter": 81300, "lr": 1e-05, "memory": 52051, "data_time": 0.06034, "decode.loss_ce": 0.03391, "decode.acc_seg": 98.39234, "loss": 0.03391, "time": 0.59534} {"mode": "train", "epoch": 438, "iter": 81350, "lr": 1e-05, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03564, "decode.acc_seg": 98.33849, "loss": 0.03564, "time": 0.54748} {"mode": "train", "epoch": 438, "iter": 81400, "lr": 1e-05, "memory": 52051, "data_time": 0.01293, "decode.loss_ce": 0.03374, "decode.acc_seg": 98.40631, "loss": 0.03374, "time": 0.54889} {"mode": "train", "epoch": 438, "iter": 81450, "lr": 1e-05, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.03509, "decode.acc_seg": 98.35728, "loss": 0.03509, "time": 0.54819} {"mode": "train", "epoch": 439, "iter": 81500, "lr": 1e-05, "memory": 52051, "data_time": 0.05912, "decode.loss_ce": 0.03455, "decode.acc_seg": 98.36023, "loss": 0.03455, "time": 0.59724} {"mode": "train", "epoch": 439, "iter": 81550, "lr": 1e-05, "memory": 52051, "data_time": 0.0126, "decode.loss_ce": 0.03595, "decode.acc_seg": 98.30043, "loss": 0.03595, "time": 0.54681} {"mode": "train", "epoch": 439, "iter": 81600, "lr": 1e-05, "memory": 52051, "data_time": 0.01307, "decode.loss_ce": 0.03391, "decode.acc_seg": 98.39823, "loss": 0.03391, "time": 0.54503} {"mode": "train", "epoch": 439, "iter": 81650, "lr": 1e-05, "memory": 52051, "data_time": 0.01295, "decode.loss_ce": 0.03475, "decode.acc_seg": 98.34338, "loss": 0.03475, "time": 0.54341} {"mode": "train", "epoch": 440, "iter": 81700, "lr": 1e-05, "memory": 52051, "data_time": 0.06009, "decode.loss_ce": 0.0353, "decode.acc_seg": 98.35484, "loss": 0.0353, "time": 0.5963} {"mode": "train", "epoch": 440, "iter": 81750, "lr": 1e-05, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.0356, "decode.acc_seg": 98.3302, "loss": 0.0356, "time": 0.54766} {"mode": "train", "epoch": 440, "iter": 81800, "lr": 1e-05, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03516, "decode.acc_seg": 98.37181, "loss": 0.03516, "time": 0.54835} {"mode": "train", "epoch": 441, "iter": 81850, "lr": 1e-05, "memory": 52051, "data_time": 0.05927, "decode.loss_ce": 0.03471, "decode.acc_seg": 98.37375, "loss": 0.03471, "time": 0.59685} {"mode": "train", "epoch": 441, "iter": 81900, "lr": 1e-05, "memory": 52051, "data_time": 0.0128, "decode.loss_ce": 0.03348, "decode.acc_seg": 98.42089, "loss": 0.03348, "time": 0.5496} {"mode": "train", "epoch": 441, "iter": 81950, "lr": 1e-05, "memory": 52051, "data_time": 0.01272, "decode.loss_ce": 0.03648, "decode.acc_seg": 98.31436, "loss": 0.03648, "time": 0.54729} {"mode": "train", "epoch": 441, "iter": 82000, "lr": 1e-05, "memory": 52051, "data_time": 0.01263, "decode.loss_ce": 0.03378, "decode.acc_seg": 98.40564, "loss": 0.03378, "time": 0.54321} {"mode": "train", "epoch": 442, "iter": 82050, "lr": 1e-05, "memory": 52051, "data_time": 0.05858, "decode.loss_ce": 0.03456, "decode.acc_seg": 98.35678, "loss": 0.03456, "time": 0.59505} {"mode": "train", "epoch": 442, "iter": 82100, "lr": 1e-05, "memory": 52051, "data_time": 0.01245, "decode.loss_ce": 0.03434, "decode.acc_seg": 98.38169, "loss": 0.03434, "time": 0.54724} {"mode": "train", "epoch": 442, "iter": 82150, "lr": 1e-05, "memory": 52051, "data_time": 0.01273, "decode.loss_ce": 0.03492, "decode.acc_seg": 98.37855, "loss": 0.03492, "time": 0.54833} {"mode": "train", "epoch": 442, "iter": 82200, "lr": 1e-05, "memory": 52051, "data_time": 0.01254, "decode.loss_ce": 0.03557, "decode.acc_seg": 98.33281, "loss": 0.03557, "time": 0.54741} {"mode": "train", "epoch": 443, "iter": 82250, "lr": 1e-05, "memory": 52051, "data_time": 0.05969, "decode.loss_ce": 0.03351, "decode.acc_seg": 98.38943, "loss": 0.03351, "time": 0.59633} {"mode": "train", "epoch": 443, "iter": 82300, "lr": 1e-05, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.03424, "decode.acc_seg": 98.37754, "loss": 0.03424, "time": 0.54917} {"mode": "train", "epoch": 443, "iter": 82350, "lr": 1e-05, "memory": 52051, "data_time": 0.01278, "decode.loss_ce": 0.0347, "decode.acc_seg": 98.37721, "loss": 0.0347, "time": 0.54633} {"mode": "train", "epoch": 444, "iter": 82400, "lr": 1e-05, "memory": 52051, "data_time": 0.06084, "decode.loss_ce": 0.03445, "decode.acc_seg": 98.39362, "loss": 0.03445, "time": 0.59771} {"mode": "train", "epoch": 444, "iter": 82450, "lr": 1e-05, "memory": 52051, "data_time": 0.01298, "decode.loss_ce": 0.03541, "decode.acc_seg": 98.35049, "loss": 0.03541, "time": 0.54741} {"mode": "train", "epoch": 444, "iter": 82500, "lr": 1e-05, "memory": 52051, "data_time": 0.01213, "decode.loss_ce": 0.03491, "decode.acc_seg": 98.36781, "loss": 0.03491, "time": 0.54621} {"mode": "train", "epoch": 444, "iter": 82550, "lr": 1e-05, "memory": 52051, "data_time": 0.01279, "decode.loss_ce": 0.03508, "decode.acc_seg": 98.34181, "loss": 0.03508, "time": 0.54822} {"mode": "train", "epoch": 445, "iter": 82600, "lr": 1e-05, "memory": 52051, "data_time": 0.0584, "decode.loss_ce": 0.03321, "decode.acc_seg": 98.44329, "loss": 0.03321, "time": 0.59626} {"mode": "train", "epoch": 445, "iter": 82650, "lr": 1e-05, "memory": 52051, "data_time": 0.01259, "decode.loss_ce": 0.0339, "decode.acc_seg": 98.38814, "loss": 0.0339, "time": 0.54579} {"mode": "train", "epoch": 445, "iter": 82700, "lr": 1e-05, "memory": 52051, "data_time": 0.0126, "decode.loss_ce": 0.03513, "decode.acc_seg": 98.35919, "loss": 0.03513, "time": 0.5462} {"mode": "train", "epoch": 445, "iter": 82750, "lr": 1e-05, "memory": 52051, "data_time": 0.01236, "decode.loss_ce": 0.035, "decode.acc_seg": 98.34308, "loss": 0.035, "time": 0.54571} {"mode": "train", "epoch": 446, "iter": 82800, "lr": 1e-05, "memory": 52051, "data_time": 0.05957, "decode.loss_ce": 0.0355, "decode.acc_seg": 98.32977, "loss": 0.0355, "time": 0.59642} {"mode": "train", "epoch": 446, "iter": 82850, "lr": 1e-05, "memory": 52051, "data_time": 0.01255, "decode.loss_ce": 0.03479, "decode.acc_seg": 98.36496, "loss": 0.03479, "time": 0.54804} {"mode": "train", "epoch": 446, "iter": 82900, "lr": 1e-05, "memory": 52051, "data_time": 0.01374, "decode.loss_ce": 0.03491, "decode.acc_seg": 98.36402, "loss": 0.03491, "time": 0.54977} {"mode": "train", "epoch": 446, "iter": 82950, "lr": 1e-05, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03512, "decode.acc_seg": 98.339, "loss": 0.03512, "time": 0.55036} {"mode": "train", "epoch": 447, "iter": 83000, "lr": 1e-05, "memory": 52051, "data_time": 0.05843, "decode.loss_ce": 0.03484, "decode.acc_seg": 98.36406, "loss": 0.03484, "time": 0.59678} {"mode": "train", "epoch": 447, "iter": 83050, "lr": 1e-05, "memory": 52051, "data_time": 0.01308, "decode.loss_ce": 0.03461, "decode.acc_seg": 98.3749, "loss": 0.03461, "time": 0.54697} {"mode": "train", "epoch": 447, "iter": 83100, "lr": 1e-05, "memory": 52051, "data_time": 0.01268, "decode.loss_ce": 0.03504, "decode.acc_seg": 98.38315, "loss": 0.03504, "time": 0.54439} {"mode": "train", "epoch": 448, "iter": 83150, "lr": 1e-05, "memory": 52051, "data_time": 0.0601, "decode.loss_ce": 0.03482, "decode.acc_seg": 98.36329, "loss": 0.03482, "time": 0.59654} {"mode": "train", "epoch": 448, "iter": 83200, "lr": 1e-05, "memory": 52051, "data_time": 0.01261, "decode.loss_ce": 0.03304, "decode.acc_seg": 98.44767, "loss": 0.03304, "time": 0.54619} {"mode": "train", "epoch": 448, "iter": 83250, "lr": 1e-05, "memory": 52051, "data_time": 0.01286, "decode.loss_ce": 0.03527, "decode.acc_seg": 98.34812, "loss": 0.03527, "time": 0.54867} {"mode": "train", "epoch": 448, "iter": 83300, "lr": 1e-05, "memory": 52051, "data_time": 0.01387, "decode.loss_ce": 0.03415, "decode.acc_seg": 98.38149, "loss": 0.03415, "time": 0.54977} {"mode": "train", "epoch": 449, "iter": 83350, "lr": 1e-05, "memory": 52051, "data_time": 0.06123, "decode.loss_ce": 0.03518, "decode.acc_seg": 98.36192, "loss": 0.03518, "time": 0.59457} {"mode": "train", "epoch": 449, "iter": 83400, "lr": 1e-05, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03465, "decode.acc_seg": 98.40276, "loss": 0.03465, "time": 0.5482} {"mode": "train", "epoch": 449, "iter": 83450, "lr": 1e-05, "memory": 52051, "data_time": 0.01406, "decode.loss_ce": 0.03496, "decode.acc_seg": 98.34228, "loss": 0.03496, "time": 0.54983} {"mode": "train", "epoch": 449, "iter": 83500, "lr": 1e-05, "memory": 52051, "data_time": 0.01379, "decode.loss_ce": 0.03508, "decode.acc_seg": 98.35436, "loss": 0.03508, "time": 0.54881} {"mode": "train", "epoch": 450, "iter": 83550, "lr": 1e-05, "memory": 52051, "data_time": 0.05947, "decode.loss_ce": 0.03371, "decode.acc_seg": 98.39792, "loss": 0.03371, "time": 0.59775} {"mode": "train", "epoch": 450, "iter": 83600, "lr": 1e-05, "memory": 52051, "data_time": 0.01365, "decode.loss_ce": 0.03462, "decode.acc_seg": 98.36199, "loss": 0.03462, "time": 0.54696} {"mode": "train", "epoch": 450, "iter": 83650, "lr": 1e-05, "memory": 52051, "data_time": 0.01381, "decode.loss_ce": 0.03641, "decode.acc_seg": 98.30864, "loss": 0.03641, "time": 0.5496} {"mode": "train", "epoch": 450, "iter": 83700, "lr": 1e-05, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.03522, "decode.acc_seg": 98.36385, "loss": 0.03522, "time": 0.54848} {"mode": "train", "epoch": 451, "iter": 83750, "lr": 1e-05, "memory": 52051, "data_time": 0.06025, "decode.loss_ce": 0.0349, "decode.acc_seg": 98.36618, "loss": 0.0349, "time": 0.59866} {"mode": "train", "epoch": 451, "iter": 83800, "lr": 1e-05, "memory": 52051, "data_time": 0.0138, "decode.loss_ce": 0.03472, "decode.acc_seg": 98.37485, "loss": 0.03472, "time": 0.55004} {"mode": "train", "epoch": 451, "iter": 83850, "lr": 1e-05, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03428, "decode.acc_seg": 98.37679, "loss": 0.03428, "time": 0.54804} {"mode": "train", "epoch": 452, "iter": 83900, "lr": 1e-05, "memory": 52051, "data_time": 0.05972, "decode.loss_ce": 0.03475, "decode.acc_seg": 98.36363, "loss": 0.03475, "time": 0.597} {"mode": "train", "epoch": 452, "iter": 83950, "lr": 1e-05, "memory": 52051, "data_time": 0.01391, "decode.loss_ce": 0.03526, "decode.acc_seg": 98.3552, "loss": 0.03526, "time": 0.54448} {"mode": "train", "epoch": 452, "iter": 84000, "lr": 1e-05, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03497, "decode.acc_seg": 98.34199, "loss": 0.03497, "time": 0.54739} {"mode": "train", "epoch": 452, "iter": 84050, "lr": 1e-05, "memory": 52051, "data_time": 0.01287, "decode.loss_ce": 0.03427, "decode.acc_seg": 98.38661, "loss": 0.03427, "time": 0.54611} {"mode": "train", "epoch": 453, "iter": 84100, "lr": 1e-05, "memory": 52051, "data_time": 0.05943, "decode.loss_ce": 0.03444, "decode.acc_seg": 98.38791, "loss": 0.03444, "time": 0.59418} {"mode": "train", "epoch": 453, "iter": 84150, "lr": 1e-05, "memory": 52051, "data_time": 0.01251, "decode.loss_ce": 0.0353, "decode.acc_seg": 98.33875, "loss": 0.0353, "time": 0.54764} {"mode": "train", "epoch": 453, "iter": 84200, "lr": 1e-05, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03493, "decode.acc_seg": 98.34243, "loss": 0.03493, "time": 0.54616} {"mode": "train", "epoch": 453, "iter": 84250, "lr": 1e-05, "memory": 52051, "data_time": 0.01293, "decode.loss_ce": 0.03453, "decode.acc_seg": 98.40196, "loss": 0.03453, "time": 0.54811} {"mode": "train", "epoch": 454, "iter": 84300, "lr": 1e-05, "memory": 52051, "data_time": 0.05918, "decode.loss_ce": 0.0354, "decode.acc_seg": 98.35301, "loss": 0.0354, "time": 0.59457} {"mode": "train", "epoch": 454, "iter": 84350, "lr": 1e-05, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03452, "decode.acc_seg": 98.36683, "loss": 0.03452, "time": 0.54558} {"mode": "train", "epoch": 454, "iter": 84400, "lr": 1e-05, "memory": 52051, "data_time": 0.01358, "decode.loss_ce": 0.03407, "decode.acc_seg": 98.40356, "loss": 0.03407, "time": 0.54746} {"mode": "train", "epoch": 455, "iter": 84450, "lr": 1e-05, "memory": 52051, "data_time": 0.06075, "decode.loss_ce": 0.03382, "decode.acc_seg": 98.40907, "loss": 0.03382, "time": 0.59625} {"mode": "train", "epoch": 455, "iter": 84500, "lr": 1e-05, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03472, "decode.acc_seg": 98.36939, "loss": 0.03472, "time": 0.54878} {"mode": "train", "epoch": 455, "iter": 84550, "lr": 1e-05, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03412, "decode.acc_seg": 98.37931, "loss": 0.03412, "time": 0.55024} {"mode": "train", "epoch": 455, "iter": 84600, "lr": 1e-05, "memory": 52051, "data_time": 0.01362, "decode.loss_ce": 0.03528, "decode.acc_seg": 98.35135, "loss": 0.03528, "time": 0.54837} {"mode": "train", "epoch": 456, "iter": 84650, "lr": 1e-05, "memory": 52051, "data_time": 0.06023, "decode.loss_ce": 0.03593, "decode.acc_seg": 98.30726, "loss": 0.03593, "time": 0.59487} {"mode": "train", "epoch": 456, "iter": 84700, "lr": 1e-05, "memory": 52051, "data_time": 0.01386, "decode.loss_ce": 0.03442, "decode.acc_seg": 98.40564, "loss": 0.03442, "time": 0.54942} {"mode": "train", "epoch": 456, "iter": 84750, "lr": 1e-05, "memory": 52051, "data_time": 0.01295, "decode.loss_ce": 0.03419, "decode.acc_seg": 98.37597, "loss": 0.03419, "time": 0.54864} {"mode": "train", "epoch": 456, "iter": 84800, "lr": 1e-05, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.0354, "decode.acc_seg": 98.33573, "loss": 0.0354, "time": 0.54739} {"mode": "train", "epoch": 457, "iter": 84850, "lr": 1e-05, "memory": 52051, "data_time": 0.06121, "decode.loss_ce": 0.03502, "decode.acc_seg": 98.36726, "loss": 0.03502, "time": 0.59776} {"mode": "train", "epoch": 457, "iter": 84900, "lr": 1e-05, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03513, "decode.acc_seg": 98.35847, "loss": 0.03513, "time": 0.54794} {"mode": "train", "epoch": 457, "iter": 84950, "lr": 1e-05, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03509, "decode.acc_seg": 98.3208, "loss": 0.03509, "time": 0.54996} {"mode": "train", "epoch": 457, "iter": 85000, "lr": 1e-05, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03499, "decode.acc_seg": 98.35934, "loss": 0.03499, "time": 0.54761} {"mode": "train", "epoch": 458, "iter": 85050, "lr": 1e-05, "memory": 52051, "data_time": 0.06018, "decode.loss_ce": 0.0353, "decode.acc_seg": 98.33709, "loss": 0.0353, "time": 0.59282} {"mode": "train", "epoch": 458, "iter": 85100, "lr": 1e-05, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03302, "decode.acc_seg": 98.42253, "loss": 0.03302, "time": 0.54966} {"mode": "train", "epoch": 458, "iter": 85150, "lr": 1e-05, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03512, "decode.acc_seg": 98.35558, "loss": 0.03512, "time": 0.54356} {"mode": "train", "epoch": 459, "iter": 85200, "lr": 1e-05, "memory": 52051, "data_time": 0.05998, "decode.loss_ce": 0.03479, "decode.acc_seg": 98.34707, "loss": 0.03479, "time": 0.5971} {"mode": "train", "epoch": 459, "iter": 85250, "lr": 1e-05, "memory": 52051, "data_time": 0.01382, "decode.loss_ce": 0.03379, "decode.acc_seg": 98.39515, "loss": 0.03379, "time": 0.54893} {"mode": "train", "epoch": 459, "iter": 85300, "lr": 1e-05, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03538, "decode.acc_seg": 98.33498, "loss": 0.03538, "time": 0.55027} {"mode": "train", "epoch": 459, "iter": 85350, "lr": 1e-05, "memory": 52051, "data_time": 0.01337, "decode.loss_ce": 0.03412, "decode.acc_seg": 98.39924, "loss": 0.03412, "time": 0.5489} {"mode": "train", "epoch": 460, "iter": 85400, "lr": 1e-05, "memory": 52051, "data_time": 0.06066, "decode.loss_ce": 0.03365, "decode.acc_seg": 98.42597, "loss": 0.03365, "time": 0.59779} {"mode": "train", "epoch": 460, "iter": 85450, "lr": 1e-05, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03299, "decode.acc_seg": 98.43326, "loss": 0.03299, "time": 0.54888} {"mode": "train", "epoch": 460, "iter": 85500, "lr": 1e-05, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.0339, "decode.acc_seg": 98.39578, "loss": 0.0339, "time": 0.54825} {"mode": "train", "epoch": 460, "iter": 85550, "lr": 1e-05, "memory": 52051, "data_time": 0.01285, "decode.loss_ce": 0.034, "decode.acc_seg": 98.40446, "loss": 0.034, "time": 0.54645} {"mode": "train", "epoch": 461, "iter": 85600, "lr": 1e-05, "memory": 52051, "data_time": 0.05995, "decode.loss_ce": 0.03545, "decode.acc_seg": 98.35207, "loss": 0.03545, "time": 0.59761} {"mode": "train", "epoch": 461, "iter": 85650, "lr": 1e-05, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.03424, "decode.acc_seg": 98.39909, "loss": 0.03424, "time": 0.54864} {"mode": "train", "epoch": 461, "iter": 85700, "lr": 1e-05, "memory": 52051, "data_time": 0.013, "decode.loss_ce": 0.03434, "decode.acc_seg": 98.36666, "loss": 0.03434, "time": 0.54755} {"mode": "train", "epoch": 462, "iter": 85750, "lr": 1e-05, "memory": 52051, "data_time": 0.06053, "decode.loss_ce": 0.03583, "decode.acc_seg": 98.32478, "loss": 0.03583, "time": 0.59724} {"mode": "train", "epoch": 462, "iter": 85800, "lr": 1e-05, "memory": 52051, "data_time": 0.013, "decode.loss_ce": 0.03287, "decode.acc_seg": 98.41992, "loss": 0.03287, "time": 0.54803} {"mode": "train", "epoch": 462, "iter": 85850, "lr": 1e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03409, "decode.acc_seg": 98.39771, "loss": 0.03409, "time": 0.54813} {"mode": "train", "epoch": 462, "iter": 85900, "lr": 1e-05, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.0347, "decode.acc_seg": 98.37475, "loss": 0.0347, "time": 0.54974} {"mode": "train", "epoch": 463, "iter": 85950, "lr": 1e-05, "memory": 52051, "data_time": 0.05918, "decode.loss_ce": 0.03473, "decode.acc_seg": 98.35414, "loss": 0.03473, "time": 0.59665} {"mode": "train", "epoch": 463, "iter": 86000, "lr": 1e-05, "memory": 52051, "data_time": 0.01361, "decode.loss_ce": 0.0345, "decode.acc_seg": 98.37232, "loss": 0.0345, "time": 0.54951} {"mode": "train", "epoch": 463, "iter": 86050, "lr": 1e-05, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.03508, "decode.acc_seg": 98.35247, "loss": 0.03508, "time": 0.54379} {"mode": "train", "epoch": 463, "iter": 86100, "lr": 1e-05, "memory": 52051, "data_time": 0.01344, "decode.loss_ce": 0.03314, "decode.acc_seg": 98.42986, "loss": 0.03314, "time": 0.54587} {"mode": "train", "epoch": 464, "iter": 86150, "lr": 1e-05, "memory": 52051, "data_time": 0.0615, "decode.loss_ce": 0.03504, "decode.acc_seg": 98.34832, "loss": 0.03504, "time": 0.59721} {"mode": "train", "epoch": 464, "iter": 86200, "lr": 1e-05, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.03664, "decode.acc_seg": 98.31825, "loss": 0.03664, "time": 0.54817} {"mode": "train", "epoch": 464, "iter": 86250, "lr": 1e-05, "memory": 52051, "data_time": 0.01367, "decode.loss_ce": 0.03413, "decode.acc_seg": 98.36971, "loss": 0.03413, "time": 0.54927} {"mode": "train", "epoch": 464, "iter": 86300, "lr": 1e-05, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03391, "decode.acc_seg": 98.41001, "loss": 0.03391, "time": 0.54626} {"mode": "train", "epoch": 465, "iter": 86350, "lr": 1e-05, "memory": 52051, "data_time": 0.05972, "decode.loss_ce": 0.03586, "decode.acc_seg": 98.32177, "loss": 0.03586, "time": 0.59791} {"mode": "train", "epoch": 465, "iter": 86400, "lr": 1e-05, "memory": 52051, "data_time": 0.01367, "decode.loss_ce": 0.03502, "decode.acc_seg": 98.38329, "loss": 0.03502, "time": 0.54974} {"mode": "train", "epoch": 465, "iter": 86450, "lr": 1e-05, "memory": 52051, "data_time": 0.01281, "decode.loss_ce": 0.03419, "decode.acc_seg": 98.36974, "loss": 0.03419, "time": 0.54951} {"mode": "train", "epoch": 466, "iter": 86500, "lr": 1e-05, "memory": 52051, "data_time": 0.05961, "decode.loss_ce": 0.03469, "decode.acc_seg": 98.37402, "loss": 0.03469, "time": 0.59741} {"mode": "train", "epoch": 466, "iter": 86550, "lr": 1e-05, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.03528, "decode.acc_seg": 98.34761, "loss": 0.03528, "time": 0.54728} {"mode": "train", "epoch": 466, "iter": 86600, "lr": 1e-05, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03559, "decode.acc_seg": 98.34074, "loss": 0.03559, "time": 0.54876} {"mode": "train", "epoch": 466, "iter": 86650, "lr": 1e-05, "memory": 52051, "data_time": 0.01354, "decode.loss_ce": 0.03456, "decode.acc_seg": 98.37183, "loss": 0.03456, "time": 0.54712} {"mode": "train", "epoch": 467, "iter": 86700, "lr": 1e-05, "memory": 52051, "data_time": 0.05965, "decode.loss_ce": 0.03434, "decode.acc_seg": 98.3966, "loss": 0.03434, "time": 0.59502} {"mode": "train", "epoch": 467, "iter": 86750, "lr": 1e-05, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.37471, "loss": 0.03388, "time": 0.54939} {"mode": "train", "epoch": 467, "iter": 86800, "lr": 1e-05, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03568, "decode.acc_seg": 98.3282, "loss": 0.03568, "time": 0.548} {"mode": "train", "epoch": 467, "iter": 86850, "lr": 1e-05, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.03492, "decode.acc_seg": 98.37328, "loss": 0.03492, "time": 0.54654} {"mode": "train", "epoch": 468, "iter": 86900, "lr": 1e-05, "memory": 52051, "data_time": 0.05996, "decode.loss_ce": 0.0346, "decode.acc_seg": 98.37729, "loss": 0.0346, "time": 0.59598} {"mode": "train", "epoch": 468, "iter": 86950, "lr": 1e-05, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03554, "decode.acc_seg": 98.34407, "loss": 0.03554, "time": 0.54779} {"mode": "train", "epoch": 468, "iter": 87000, "lr": 1e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03528, "decode.acc_seg": 98.33283, "loss": 0.03528, "time": 0.54687} {"mode": "train", "epoch": 469, "iter": 87050, "lr": 1e-05, "memory": 52051, "data_time": 0.0596, "decode.loss_ce": 0.03448, "decode.acc_seg": 98.37622, "loss": 0.03448, "time": 0.59698} {"mode": "train", "epoch": 469, "iter": 87100, "lr": 1e-05, "memory": 52051, "data_time": 0.01258, "decode.loss_ce": 0.03358, "decode.acc_seg": 98.41214, "loss": 0.03358, "time": 0.54522} {"mode": "train", "epoch": 469, "iter": 87150, "lr": 1e-05, "memory": 52051, "data_time": 0.01383, "decode.loss_ce": 0.0346, "decode.acc_seg": 98.35667, "loss": 0.0346, "time": 0.54972} {"mode": "train", "epoch": 469, "iter": 87200, "lr": 1e-05, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03438, "decode.acc_seg": 98.36958, "loss": 0.03438, "time": 0.54395} {"mode": "train", "epoch": 470, "iter": 87250, "lr": 1e-05, "memory": 52051, "data_time": 0.06181, "decode.loss_ce": 0.03513, "decode.acc_seg": 98.35714, "loss": 0.03513, "time": 0.59745} {"mode": "train", "epoch": 470, "iter": 87300, "lr": 1e-05, "memory": 52051, "data_time": 0.01382, "decode.loss_ce": 0.03504, "decode.acc_seg": 98.33077, "loss": 0.03504, "time": 0.54814} {"mode": "train", "epoch": 470, "iter": 87350, "lr": 1e-05, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.03523, "decode.acc_seg": 98.36561, "loss": 0.03523, "time": 0.54426} {"mode": "train", "epoch": 470, "iter": 87400, "lr": 1e-05, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03366, "decode.acc_seg": 98.39777, "loss": 0.03366, "time": 0.54511} {"mode": "train", "epoch": 471, "iter": 87450, "lr": 1e-05, "memory": 52051, "data_time": 0.05992, "decode.loss_ce": 0.03379, "decode.acc_seg": 98.41344, "loss": 0.03379, "time": 0.59799} {"mode": "train", "epoch": 471, "iter": 87500, "lr": 1e-05, "memory": 52051, "data_time": 0.013, "decode.loss_ce": 0.03381, "decode.acc_seg": 98.41049, "loss": 0.03381, "time": 0.54714} {"mode": "train", "epoch": 471, "iter": 87550, "lr": 1e-05, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.03467, "decode.acc_seg": 98.36212, "loss": 0.03467, "time": 0.54598} {"mode": "train", "epoch": 471, "iter": 87600, "lr": 1e-05, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03497, "decode.acc_seg": 98.37044, "loss": 0.03497, "time": 0.54978} {"mode": "train", "epoch": 472, "iter": 87650, "lr": 1e-05, "memory": 52051, "data_time": 0.05914, "decode.loss_ce": 0.03452, "decode.acc_seg": 98.37358, "loss": 0.03452, "time": 0.5931} {"mode": "train", "epoch": 472, "iter": 87700, "lr": 1e-05, "memory": 52051, "data_time": 0.01385, "decode.loss_ce": 0.03552, "decode.acc_seg": 98.32694, "loss": 0.03552, "time": 0.54683} {"mode": "train", "epoch": 472, "iter": 87750, "lr": 1e-05, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.03566, "decode.acc_seg": 98.33174, "loss": 0.03566, "time": 0.54949} {"mode": "train", "epoch": 473, "iter": 87800, "lr": 1e-05, "memory": 52051, "data_time": 0.06027, "decode.loss_ce": 0.03346, "decode.acc_seg": 98.42351, "loss": 0.03346, "time": 0.59291} {"mode": "train", "epoch": 473, "iter": 87850, "lr": 1e-05, "memory": 52051, "data_time": 0.01277, "decode.loss_ce": 0.03471, "decode.acc_seg": 98.35285, "loss": 0.03471, "time": 0.54689} {"mode": "train", "epoch": 473, "iter": 87900, "lr": 1e-05, "memory": 52051, "data_time": 0.01367, "decode.loss_ce": 0.03434, "decode.acc_seg": 98.37313, "loss": 0.03434, "time": 0.54998} {"mode": "train", "epoch": 473, "iter": 87950, "lr": 1e-05, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.0346, "decode.acc_seg": 98.38737, "loss": 0.0346, "time": 0.54833} {"mode": "train", "epoch": 474, "iter": 88000, "lr": 1e-05, "memory": 52051, "data_time": 0.05962, "decode.loss_ce": 0.03455, "decode.acc_seg": 98.3578, "loss": 0.03455, "time": 0.59801} {"mode": "train", "epoch": 474, "iter": 88050, "lr": 1e-05, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.03405, "decode.acc_seg": 98.389, "loss": 0.03405, "time": 0.54774} {"mode": "train", "epoch": 474, "iter": 88100, "lr": 1e-05, "memory": 52051, "data_time": 0.013, "decode.loss_ce": 0.0349, "decode.acc_seg": 98.35859, "loss": 0.0349, "time": 0.54762} {"mode": "train", "epoch": 474, "iter": 88150, "lr": 1e-05, "memory": 52051, "data_time": 0.01393, "decode.loss_ce": 0.03333, "decode.acc_seg": 98.40293, "loss": 0.03333, "time": 0.54995} {"mode": "train", "epoch": 475, "iter": 88200, "lr": 1e-05, "memory": 52051, "data_time": 0.05951, "decode.loss_ce": 0.03499, "decode.acc_seg": 98.34006, "loss": 0.03499, "time": 0.59676} {"mode": "train", "epoch": 475, "iter": 88250, "lr": 1e-05, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03389, "decode.acc_seg": 98.41944, "loss": 0.03389, "time": 0.54806} {"mode": "train", "epoch": 475, "iter": 88300, "lr": 1e-05, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.03464, "decode.acc_seg": 98.3712, "loss": 0.03464, "time": 0.54828} {"mode": "train", "epoch": 475, "iter": 88350, "lr": 1e-05, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.03515, "decode.acc_seg": 98.36469, "loss": 0.03515, "time": 0.54274} {"mode": "train", "epoch": 476, "iter": 88400, "lr": 1e-05, "memory": 52051, "data_time": 0.06111, "decode.loss_ce": 0.03417, "decode.acc_seg": 98.4008, "loss": 0.03417, "time": 0.59747} {"mode": "train", "epoch": 476, "iter": 88450, "lr": 1e-05, "memory": 52051, "data_time": 0.01335, "decode.loss_ce": 0.03452, "decode.acc_seg": 98.3682, "loss": 0.03452, "time": 0.54646} {"mode": "train", "epoch": 476, "iter": 88500, "lr": 1e-05, "memory": 52051, "data_time": 0.01306, "decode.loss_ce": 0.0338, "decode.acc_seg": 98.39903, "loss": 0.0338, "time": 0.54921} {"mode": "train", "epoch": 477, "iter": 88550, "lr": 1e-05, "memory": 52051, "data_time": 0.06166, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.39903, "loss": 0.03388, "time": 0.59654} {"mode": "train", "epoch": 477, "iter": 88600, "lr": 1e-05, "memory": 52051, "data_time": 0.01344, "decode.loss_ce": 0.03433, "decode.acc_seg": 98.38696, "loss": 0.03433, "time": 0.54752} {"mode": "train", "epoch": 477, "iter": 88650, "lr": 1e-05, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.03494, "decode.acc_seg": 98.36949, "loss": 0.03494, "time": 0.54736} {"mode": "train", "epoch": 477, "iter": 88700, "lr": 1e-05, "memory": 52051, "data_time": 0.01364, "decode.loss_ce": 0.03467, "decode.acc_seg": 98.3643, "loss": 0.03467, "time": 0.5483} {"mode": "train", "epoch": 478, "iter": 88750, "lr": 1e-05, "memory": 52051, "data_time": 0.06151, "decode.loss_ce": 0.03495, "decode.acc_seg": 98.34986, "loss": 0.03495, "time": 0.59618} {"mode": "train", "epoch": 478, "iter": 88800, "lr": 1e-05, "memory": 52051, "data_time": 0.01357, "decode.loss_ce": 0.03549, "decode.acc_seg": 98.34396, "loss": 0.03549, "time": 0.54963} {"mode": "train", "epoch": 478, "iter": 88850, "lr": 1e-05, "memory": 52051, "data_time": 0.01298, "decode.loss_ce": 0.03353, "decode.acc_seg": 98.41382, "loss": 0.03353, "time": 0.54784} {"mode": "train", "epoch": 478, "iter": 88900, "lr": 1e-05, "memory": 52051, "data_time": 0.01285, "decode.loss_ce": 0.03331, "decode.acc_seg": 98.41886, "loss": 0.03331, "time": 0.54728} {"mode": "train", "epoch": 479, "iter": 88950, "lr": 1e-05, "memory": 52051, "data_time": 0.06066, "decode.loss_ce": 0.03416, "decode.acc_seg": 98.36812, "loss": 0.03416, "time": 0.59783} {"mode": "train", "epoch": 479, "iter": 89000, "lr": 1e-05, "memory": 52051, "data_time": 0.01298, "decode.loss_ce": 0.03408, "decode.acc_seg": 98.39596, "loss": 0.03408, "time": 0.54707} {"mode": "train", "epoch": 479, "iter": 89050, "lr": 1e-05, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.0338, "decode.acc_seg": 98.40368, "loss": 0.0338, "time": 0.54825} {"mode": "train", "epoch": 480, "iter": 89100, "lr": 1e-05, "memory": 52051, "data_time": 0.06091, "decode.loss_ce": 0.03424, "decode.acc_seg": 98.37949, "loss": 0.03424, "time": 0.59531} {"mode": "train", "epoch": 480, "iter": 89150, "lr": 1e-05, "memory": 52051, "data_time": 0.01308, "decode.loss_ce": 0.03439, "decode.acc_seg": 98.37561, "loss": 0.03439, "time": 0.54876} {"mode": "train", "epoch": 480, "iter": 89200, "lr": 1e-05, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.03474, "decode.acc_seg": 98.36686, "loss": 0.03474, "time": 0.55049} {"mode": "train", "epoch": 480, "iter": 89250, "lr": 1e-05, "memory": 52051, "data_time": 0.01358, "decode.loss_ce": 0.03412, "decode.acc_seg": 98.40294, "loss": 0.03412, "time": 0.54655} {"mode": "train", "epoch": 481, "iter": 89300, "lr": 1e-05, "memory": 52051, "data_time": 0.0597, "decode.loss_ce": 0.03428, "decode.acc_seg": 98.40113, "loss": 0.03428, "time": 0.59675} {"mode": "train", "epoch": 481, "iter": 89350, "lr": 1e-05, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03348, "decode.acc_seg": 98.42613, "loss": 0.03348, "time": 0.54918} {"mode": "train", "epoch": 481, "iter": 89400, "lr": 1e-05, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03498, "decode.acc_seg": 98.35973, "loss": 0.03498, "time": 0.54905} {"mode": "train", "epoch": 481, "iter": 89450, "lr": 1e-05, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.0344, "decode.acc_seg": 98.37358, "loss": 0.0344, "time": 0.54689} {"mode": "train", "epoch": 482, "iter": 89500, "lr": 1e-05, "memory": 52051, "data_time": 0.0597, "decode.loss_ce": 0.03532, "decode.acc_seg": 98.35888, "loss": 0.03532, "time": 0.59597} {"mode": "train", "epoch": 482, "iter": 89550, "lr": 1e-05, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03533, "decode.acc_seg": 98.33008, "loss": 0.03533, "time": 0.54782} {"mode": "train", "epoch": 482, "iter": 89600, "lr": 1e-05, "memory": 52051, "data_time": 0.01378, "decode.loss_ce": 0.03418, "decode.acc_seg": 98.38112, "loss": 0.03418, "time": 0.54649} {"mode": "train", "epoch": 482, "iter": 89650, "lr": 1e-05, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03569, "decode.acc_seg": 98.38673, "loss": 0.03569, "time": 0.5483} {"mode": "train", "epoch": 483, "iter": 89700, "lr": 1e-05, "memory": 52051, "data_time": 0.06052, "decode.loss_ce": 0.03481, "decode.acc_seg": 98.36647, "loss": 0.03481, "time": 0.59705} {"mode": "train", "epoch": 483, "iter": 89750, "lr": 1e-05, "memory": 52051, "data_time": 0.01373, "decode.loss_ce": 0.03492, "decode.acc_seg": 98.36972, "loss": 0.03492, "time": 0.54832} {"mode": "train", "epoch": 483, "iter": 89800, "lr": 1e-05, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03379, "decode.acc_seg": 98.42424, "loss": 0.03379, "time": 0.54804} {"mode": "train", "epoch": 484, "iter": 89850, "lr": 1e-05, "memory": 52051, "data_time": 0.06007, "decode.loss_ce": 0.03406, "decode.acc_seg": 98.37591, "loss": 0.03406, "time": 0.5937} {"mode": "train", "epoch": 484, "iter": 89900, "lr": 1e-05, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.03505, "decode.acc_seg": 98.34672, "loss": 0.03505, "time": 0.54803} {"mode": "train", "epoch": 484, "iter": 89950, "lr": 1e-05, "memory": 52051, "data_time": 0.01311, "decode.loss_ce": 0.03724, "decode.acc_seg": 98.32084, "loss": 0.03724, "time": 0.54846} {"mode": "train", "epoch": 484, "iter": 90000, "lr": 1e-05, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03414, "decode.acc_seg": 98.40123, "loss": 0.03414, "time": 0.5484} {"mode": "train", "epoch": 485, "iter": 90050, "lr": 1e-05, "memory": 52051, "data_time": 0.05948, "decode.loss_ce": 0.03381, "decode.acc_seg": 98.40406, "loss": 0.03381, "time": 0.59584} {"mode": "train", "epoch": 485, "iter": 90100, "lr": 1e-05, "memory": 52051, "data_time": 0.01243, "decode.loss_ce": 0.03506, "decode.acc_seg": 98.3311, "loss": 0.03506, "time": 0.5488} {"mode": "train", "epoch": 485, "iter": 90150, "lr": 1e-05, "memory": 52051, "data_time": 0.01272, "decode.loss_ce": 0.03478, "decode.acc_seg": 98.36193, "loss": 0.03478, "time": 0.54937} {"mode": "train", "epoch": 485, "iter": 90200, "lr": 1e-05, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03441, "decode.acc_seg": 98.39724, "loss": 0.03441, "time": 0.54737} {"mode": "train", "epoch": 486, "iter": 90250, "lr": 1e-05, "memory": 52051, "data_time": 0.0598, "decode.loss_ce": 0.03424, "decode.acc_seg": 98.38329, "loss": 0.03424, "time": 0.59286} {"mode": "train", "epoch": 486, "iter": 90300, "lr": 1e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03444, "decode.acc_seg": 98.39244, "loss": 0.03444, "time": 0.54813} {"mode": "train", "epoch": 486, "iter": 90350, "lr": 1e-05, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.03418, "decode.acc_seg": 98.38018, "loss": 0.03418, "time": 0.54712} {"mode": "train", "epoch": 487, "iter": 90400, "lr": 1e-05, "memory": 52051, "data_time": 0.06114, "decode.loss_ce": 0.03434, "decode.acc_seg": 98.37886, "loss": 0.03434, "time": 0.59635} {"mode": "train", "epoch": 487, "iter": 90450, "lr": 1e-05, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.03369, "decode.acc_seg": 98.40612, "loss": 0.03369, "time": 0.54704} {"mode": "train", "epoch": 487, "iter": 90500, "lr": 1e-05, "memory": 52051, "data_time": 0.01427, "decode.loss_ce": 0.03524, "decode.acc_seg": 98.34755, "loss": 0.03524, "time": 0.54383} {"mode": "train", "epoch": 487, "iter": 90550, "lr": 1e-05, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.03479, "decode.acc_seg": 98.37343, "loss": 0.03479, "time": 0.54371} {"mode": "train", "epoch": 488, "iter": 90600, "lr": 1e-05, "memory": 52051, "data_time": 0.06023, "decode.loss_ce": 0.03523, "decode.acc_seg": 98.34268, "loss": 0.03523, "time": 0.59122} {"mode": "train", "epoch": 488, "iter": 90650, "lr": 1e-05, "memory": 52051, "data_time": 0.0139, "decode.loss_ce": 0.03427, "decode.acc_seg": 98.377, "loss": 0.03427, "time": 0.54826} {"mode": "train", "epoch": 488, "iter": 90700, "lr": 1e-05, "memory": 52051, "data_time": 0.01383, "decode.loss_ce": 0.03423, "decode.acc_seg": 98.39756, "loss": 0.03423, "time": 0.54677} {"mode": "train", "epoch": 488, "iter": 90750, "lr": 1e-05, "memory": 52051, "data_time": 0.01375, "decode.loss_ce": 0.03366, "decode.acc_seg": 98.38754, "loss": 0.03366, "time": 0.54873} {"mode": "train", "epoch": 489, "iter": 90800, "lr": 1e-05, "memory": 52051, "data_time": 0.05955, "decode.loss_ce": 0.03476, "decode.acc_seg": 98.3532, "loss": 0.03476, "time": 0.59599} {"mode": "train", "epoch": 489, "iter": 90850, "lr": 1e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03346, "decode.acc_seg": 98.42808, "loss": 0.03346, "time": 0.54866} {"mode": "train", "epoch": 489, "iter": 90900, "lr": 1e-05, "memory": 52051, "data_time": 0.01308, "decode.loss_ce": 0.03439, "decode.acc_seg": 98.38926, "loss": 0.03439, "time": 0.5457} {"mode": "train", "epoch": 489, "iter": 90950, "lr": 1e-05, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.03597, "decode.acc_seg": 98.32244, "loss": 0.03597, "time": 0.54735} {"mode": "train", "epoch": 490, "iter": 91000, "lr": 1e-05, "memory": 52051, "data_time": 0.0608, "decode.loss_ce": 0.0349, "decode.acc_seg": 98.35947, "loss": 0.0349, "time": 0.59742} {"mode": "train", "epoch": 490, "iter": 91050, "lr": 1e-05, "memory": 52051, "data_time": 0.01384, "decode.loss_ce": 0.0354, "decode.acc_seg": 98.34839, "loss": 0.0354, "time": 0.5478} {"mode": "train", "epoch": 490, "iter": 91100, "lr": 1e-05, "memory": 52051, "data_time": 0.01396, "decode.loss_ce": 0.03502, "decode.acc_seg": 98.36199, "loss": 0.03502, "time": 0.54673} {"mode": "train", "epoch": 491, "iter": 91150, "lr": 1e-05, "memory": 52051, "data_time": 0.06037, "decode.loss_ce": 0.03471, "decode.acc_seg": 98.36425, "loss": 0.03471, "time": 0.59575} {"mode": "train", "epoch": 491, "iter": 91200, "lr": 1e-05, "memory": 52051, "data_time": 0.01354, "decode.loss_ce": 0.03425, "decode.acc_seg": 98.38816, "loss": 0.03425, "time": 0.54893} {"mode": "train", "epoch": 491, "iter": 91250, "lr": 1e-05, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03437, "decode.acc_seg": 98.39648, "loss": 0.03437, "time": 0.54923} {"mode": "train", "epoch": 491, "iter": 91300, "lr": 1e-05, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03396, "decode.acc_seg": 98.41943, "loss": 0.03396, "time": 0.54584} {"mode": "train", "epoch": 492, "iter": 91350, "lr": 1e-05, "memory": 52051, "data_time": 0.0613, "decode.loss_ce": 0.03513, "decode.acc_seg": 98.34355, "loss": 0.03513, "time": 0.59686} {"mode": "train", "epoch": 492, "iter": 91400, "lr": 1e-05, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.03389, "decode.acc_seg": 98.39022, "loss": 0.03389, "time": 0.54864} {"mode": "train", "epoch": 492, "iter": 91450, "lr": 1e-05, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.03505, "decode.acc_seg": 98.35402, "loss": 0.03505, "time": 0.54832} {"mode": "train", "epoch": 492, "iter": 91500, "lr": 1e-05, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03389, "decode.acc_seg": 98.44383, "loss": 0.03389, "time": 0.54635} {"mode": "train", "epoch": 493, "iter": 91550, "lr": 1e-05, "memory": 52051, "data_time": 0.05891, "decode.loss_ce": 0.03491, "decode.acc_seg": 98.34259, "loss": 0.03491, "time": 0.5976} {"mode": "train", "epoch": 493, "iter": 91600, "lr": 1e-05, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03373, "decode.acc_seg": 98.39432, "loss": 0.03373, "time": 0.54876} {"mode": "train", "epoch": 493, "iter": 91650, "lr": 1e-05, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03464, "decode.acc_seg": 98.36927, "loss": 0.03464, "time": 0.54819} {"mode": "train", "epoch": 494, "iter": 91700, "lr": 1e-05, "memory": 52051, "data_time": 0.05961, "decode.loss_ce": 0.03477, "decode.acc_seg": 98.35852, "loss": 0.03477, "time": 0.59745} {"mode": "train", "epoch": 494, "iter": 91750, "lr": 1e-05, "memory": 52051, "data_time": 0.01374, "decode.loss_ce": 0.03377, "decode.acc_seg": 98.40953, "loss": 0.03377, "time": 0.54826} {"mode": "train", "epoch": 494, "iter": 91800, "lr": 1e-05, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.03562, "decode.acc_seg": 98.33428, "loss": 0.03562, "time": 0.54545} {"mode": "train", "epoch": 494, "iter": 91850, "lr": 1e-05, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.0335, "decode.acc_seg": 98.40502, "loss": 0.0335, "time": 0.54783} {"mode": "train", "epoch": 495, "iter": 91900, "lr": 1e-05, "memory": 52051, "data_time": 0.06016, "decode.loss_ce": 0.03584, "decode.acc_seg": 98.32207, "loss": 0.03584, "time": 0.59827} {"mode": "train", "epoch": 495, "iter": 91950, "lr": 1e-05, "memory": 52051, "data_time": 0.013, "decode.loss_ce": 0.03511, "decode.acc_seg": 98.35944, "loss": 0.03511, "time": 0.54517} {"mode": "train", "epoch": 495, "iter": 92000, "lr": 1e-05, "memory": 52051, "data_time": 0.01371, "decode.loss_ce": 0.03523, "decode.acc_seg": 98.33912, "loss": 0.03523, "time": 0.55044} {"mode": "train", "epoch": 495, "iter": 92050, "lr": 1e-05, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.03433, "decode.acc_seg": 98.37711, "loss": 0.03433, "time": 0.54933} {"mode": "train", "epoch": 496, "iter": 92100, "lr": 1e-05, "memory": 52051, "data_time": 0.06046, "decode.loss_ce": 0.03475, "decode.acc_seg": 98.37591, "loss": 0.03475, "time": 0.59784} {"mode": "train", "epoch": 496, "iter": 92150, "lr": 1e-05, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03557, "decode.acc_seg": 98.34476, "loss": 0.03557, "time": 0.54936} {"mode": "train", "epoch": 496, "iter": 92200, "lr": 1e-05, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03298, "decode.acc_seg": 98.43591, "loss": 0.03298, "time": 0.55015} {"mode": "train", "epoch": 496, "iter": 92250, "lr": 1e-05, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03287, "decode.acc_seg": 98.44795, "loss": 0.03287, "time": 0.54577} {"mode": "train", "epoch": 497, "iter": 92300, "lr": 1e-05, "memory": 52051, "data_time": 0.06008, "decode.loss_ce": 0.03446, "decode.acc_seg": 98.37925, "loss": 0.03446, "time": 0.59918} {"mode": "train", "epoch": 497, "iter": 92350, "lr": 1e-05, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03446, "decode.acc_seg": 98.37181, "loss": 0.03446, "time": 0.54902} {"mode": "train", "epoch": 497, "iter": 92400, "lr": 1e-05, "memory": 52051, "data_time": 0.01419, "decode.loss_ce": 0.03411, "decode.acc_seg": 98.38062, "loss": 0.03411, "time": 0.54982} {"mode": "train", "epoch": 498, "iter": 92450, "lr": 1e-05, "memory": 52051, "data_time": 0.06029, "decode.loss_ce": 0.03406, "decode.acc_seg": 98.37966, "loss": 0.03406, "time": 0.59545} {"mode": "train", "epoch": 498, "iter": 92500, "lr": 1e-05, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.03347, "decode.acc_seg": 98.397, "loss": 0.03347, "time": 0.54685} {"mode": "train", "epoch": 498, "iter": 92550, "lr": 1e-05, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03378, "decode.acc_seg": 98.40927, "loss": 0.03378, "time": 0.54865} {"mode": "train", "epoch": 498, "iter": 92600, "lr": 1e-05, "memory": 52051, "data_time": 0.01285, "decode.loss_ce": 0.03475, "decode.acc_seg": 98.36901, "loss": 0.03475, "time": 0.54743} {"mode": "train", "epoch": 499, "iter": 92650, "lr": 1e-05, "memory": 52051, "data_time": 0.06185, "decode.loss_ce": 0.03476, "decode.acc_seg": 98.36301, "loss": 0.03476, "time": 0.59868} {"mode": "train", "epoch": 499, "iter": 92700, "lr": 1e-05, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03327, "decode.acc_seg": 98.42469, "loss": 0.03327, "time": 0.54559} {"mode": "train", "epoch": 499, "iter": 92750, "lr": 1e-05, "memory": 52051, "data_time": 0.01371, "decode.loss_ce": 0.03387, "decode.acc_seg": 98.42273, "loss": 0.03387, "time": 0.5492} {"mode": "train", "epoch": 499, "iter": 92800, "lr": 1e-05, "memory": 52051, "data_time": 0.01371, "decode.loss_ce": 0.03407, "decode.acc_seg": 98.39996, "loss": 0.03407, "time": 0.54866} {"mode": "train", "epoch": 500, "iter": 92850, "lr": 1e-05, "memory": 52051, "data_time": 0.06029, "decode.loss_ce": 0.03467, "decode.acc_seg": 98.3564, "loss": 0.03467, "time": 0.59863} {"mode": "train", "epoch": 500, "iter": 92900, "lr": 1e-05, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03394, "decode.acc_seg": 98.41032, "loss": 0.03394, "time": 0.54311} {"mode": "train", "epoch": 500, "iter": 92950, "lr": 1e-05, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03539, "decode.acc_seg": 98.34956, "loss": 0.03539, "time": 0.54672} {"mode": "train", "epoch": 500, "iter": 93000, "lr": 1e-05, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.03421, "decode.acc_seg": 98.38658, "loss": 0.03421, "time": 0.55009} {"mode": "train", "epoch": 501, "iter": 93050, "lr": 1e-05, "memory": 52051, "data_time": 0.06116, "decode.loss_ce": 0.03511, "decode.acc_seg": 98.3583, "loss": 0.03511, "time": 0.59462} {"mode": "train", "epoch": 501, "iter": 93100, "lr": 1e-05, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03335, "decode.acc_seg": 98.42685, "loss": 0.03335, "time": 0.5491} {"mode": "train", "epoch": 501, "iter": 93150, "lr": 1e-05, "memory": 52051, "data_time": 0.01354, "decode.loss_ce": 0.03468, "decode.acc_seg": 98.38063, "loss": 0.03468, "time": 0.54918} {"mode": "train", "epoch": 502, "iter": 93200, "lr": 1e-05, "memory": 52051, "data_time": 0.06022, "decode.loss_ce": 0.03347, "decode.acc_seg": 98.39788, "loss": 0.03347, "time": 0.59728} {"mode": "train", "epoch": 502, "iter": 93250, "lr": 1e-05, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.03569, "decode.acc_seg": 98.33323, "loss": 0.03569, "time": 0.54667} {"mode": "train", "epoch": 502, "iter": 93300, "lr": 1e-05, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03443, "decode.acc_seg": 98.37302, "loss": 0.03443, "time": 0.55158} {"mode": "train", "epoch": 502, "iter": 93350, "lr": 1e-05, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.03359, "decode.acc_seg": 98.40458, "loss": 0.03359, "time": 0.54762} {"mode": "train", "epoch": 503, "iter": 93400, "lr": 1e-05, "memory": 52051, "data_time": 0.05967, "decode.loss_ce": 0.03433, "decode.acc_seg": 98.37471, "loss": 0.03433, "time": 0.59766} {"mode": "train", "epoch": 503, "iter": 93450, "lr": 1e-05, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03409, "decode.acc_seg": 98.38582, "loss": 0.03409, "time": 0.54869} {"mode": "train", "epoch": 503, "iter": 93500, "lr": 1e-05, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03445, "decode.acc_seg": 98.35761, "loss": 0.03445, "time": 0.5494} {"mode": "train", "epoch": 503, "iter": 93550, "lr": 1e-05, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.03416, "decode.acc_seg": 98.39202, "loss": 0.03416, "time": 0.54982} {"mode": "train", "epoch": 504, "iter": 93600, "lr": 1e-05, "memory": 52051, "data_time": 0.05935, "decode.loss_ce": 0.03469, "decode.acc_seg": 98.34764, "loss": 0.03469, "time": 0.59491} {"mode": "train", "epoch": 504, "iter": 93650, "lr": 1e-05, "memory": 52051, "data_time": 0.01361, "decode.loss_ce": 0.03489, "decode.acc_seg": 98.36891, "loss": 0.03489, "time": 0.54587} {"mode": "train", "epoch": 504, "iter": 93700, "lr": 1e-05, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03451, "decode.acc_seg": 98.37194, "loss": 0.03451, "time": 0.54504} {"mode": "train", "epoch": 505, "iter": 93750, "lr": 1e-05, "memory": 52051, "data_time": 0.05934, "decode.loss_ce": 0.03383, "decode.acc_seg": 98.40659, "loss": 0.03383, "time": 0.59851} {"mode": "train", "epoch": 505, "iter": 93800, "lr": 1e-05, "memory": 52051, "data_time": 0.01402, "decode.loss_ce": 0.03425, "decode.acc_seg": 98.38556, "loss": 0.03425, "time": 0.55101} {"mode": "train", "epoch": 505, "iter": 93850, "lr": 1e-05, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03403, "decode.acc_seg": 98.38088, "loss": 0.03403, "time": 0.54742} {"mode": "train", "epoch": 505, "iter": 93900, "lr": 1e-05, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03481, "decode.acc_seg": 98.3728, "loss": 0.03481, "time": 0.5487} {"mode": "train", "epoch": 506, "iter": 93950, "lr": 1e-05, "memory": 52051, "data_time": 0.06115, "decode.loss_ce": 0.03487, "decode.acc_seg": 98.35886, "loss": 0.03487, "time": 0.59873} {"mode": "train", "epoch": 506, "iter": 94000, "lr": 1e-05, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03491, "decode.acc_seg": 98.36894, "loss": 0.03491, "time": 0.5453} {"mode": "train", "epoch": 506, "iter": 94050, "lr": 1e-05, "memory": 52051, "data_time": 0.01378, "decode.loss_ce": 0.0342, "decode.acc_seg": 98.38888, "loss": 0.0342, "time": 0.55044} {"mode": "train", "epoch": 506, "iter": 94100, "lr": 1e-05, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03535, "decode.acc_seg": 98.3585, "loss": 0.03535, "time": 0.55046} {"mode": "train", "epoch": 507, "iter": 94150, "lr": 1e-05, "memory": 52051, "data_time": 0.06087, "decode.loss_ce": 0.03333, "decode.acc_seg": 98.42988, "loss": 0.03333, "time": 0.59663} {"mode": "train", "epoch": 507, "iter": 94200, "lr": 1e-05, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03486, "decode.acc_seg": 98.33542, "loss": 0.03486, "time": 0.54684} {"mode": "train", "epoch": 507, "iter": 94250, "lr": 1e-05, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.03457, "decode.acc_seg": 98.35676, "loss": 0.03457, "time": 0.54753} {"mode": "train", "epoch": 507, "iter": 94300, "lr": 1e-05, "memory": 52051, "data_time": 0.01363, "decode.loss_ce": 0.03294, "decode.acc_seg": 98.44115, "loss": 0.03294, "time": 0.54941} {"mode": "train", "epoch": 508, "iter": 94350, "lr": 1e-05, "memory": 52051, "data_time": 0.06022, "decode.loss_ce": 0.0342, "decode.acc_seg": 98.40662, "loss": 0.0342, "time": 0.59746} {"mode": "train", "epoch": 508, "iter": 94400, "lr": 1e-05, "memory": 52051, "data_time": 0.01299, "decode.loss_ce": 0.03431, "decode.acc_seg": 98.35298, "loss": 0.03431, "time": 0.54656} {"mode": "train", "epoch": 508, "iter": 94450, "lr": 1e-05, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03521, "decode.acc_seg": 98.34365, "loss": 0.03521, "time": 0.54651} {"mode": "train", "epoch": 509, "iter": 94500, "lr": 1e-05, "memory": 52051, "data_time": 0.05954, "decode.loss_ce": 0.03416, "decode.acc_seg": 98.39092, "loss": 0.03416, "time": 0.59499} {"mode": "train", "epoch": 509, "iter": 94550, "lr": 1e-05, "memory": 52051, "data_time": 0.01354, "decode.loss_ce": 0.03385, "decode.acc_seg": 98.42529, "loss": 0.03385, "time": 0.54695} {"mode": "train", "epoch": 509, "iter": 94600, "lr": 1e-05, "memory": 52051, "data_time": 0.01406, "decode.loss_ce": 0.03524, "decode.acc_seg": 98.3475, "loss": 0.03524, "time": 0.54548} {"mode": "train", "epoch": 509, "iter": 94650, "lr": 1e-05, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03424, "decode.acc_seg": 98.37462, "loss": 0.03424, "time": 0.54914} {"mode": "train", "epoch": 510, "iter": 94700, "lr": 1e-05, "memory": 52051, "data_time": 0.06026, "decode.loss_ce": 0.03363, "decode.acc_seg": 98.41738, "loss": 0.03363, "time": 0.59673} {"mode": "train", "epoch": 510, "iter": 94750, "lr": 1e-05, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.03582, "decode.acc_seg": 98.32432, "loss": 0.03582, "time": 0.54743} {"mode": "train", "epoch": 510, "iter": 94800, "lr": 1e-05, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03444, "decode.acc_seg": 98.38136, "loss": 0.03444, "time": 0.55053} {"mode": "train", "epoch": 510, "iter": 94850, "lr": 1e-05, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03411, "decode.acc_seg": 98.39016, "loss": 0.03411, "time": 0.55058} {"mode": "train", "epoch": 511, "iter": 94900, "lr": 1e-05, "memory": 52051, "data_time": 0.06079, "decode.loss_ce": 0.03438, "decode.acc_seg": 98.38048, "loss": 0.03438, "time": 0.59651} {"mode": "train", "epoch": 511, "iter": 94950, "lr": 1e-05, "memory": 52051, "data_time": 0.01363, "decode.loss_ce": 0.03484, "decode.acc_seg": 98.37033, "loss": 0.03484, "time": 0.54696} {"mode": "train", "epoch": 511, "iter": 95000, "lr": 1e-05, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.034, "decode.acc_seg": 98.38967, "loss": 0.034, "time": 0.5478} {"mode": "train", "epoch": 512, "iter": 95050, "lr": 1e-05, "memory": 52051, "data_time": 0.06132, "decode.loss_ce": 0.03435, "decode.acc_seg": 98.38572, "loss": 0.03435, "time": 0.59898} {"mode": "train", "epoch": 512, "iter": 95100, "lr": 1e-05, "memory": 52051, "data_time": 0.01362, "decode.loss_ce": 0.03406, "decode.acc_seg": 98.39678, "loss": 0.03406, "time": 0.54902} {"mode": "train", "epoch": 512, "iter": 95150, "lr": 1e-05, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.0346, "decode.acc_seg": 98.38746, "loss": 0.0346, "time": 0.54696} {"mode": "train", "epoch": 512, "iter": 95200, "lr": 1e-05, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03564, "decode.acc_seg": 98.33072, "loss": 0.03564, "time": 0.54795} {"mode": "train", "epoch": 513, "iter": 95250, "lr": 1e-05, "memory": 52051, "data_time": 0.05952, "decode.loss_ce": 0.03329, "decode.acc_seg": 98.41512, "loss": 0.03329, "time": 0.59795} {"mode": "train", "epoch": 513, "iter": 95300, "lr": 1e-05, "memory": 52051, "data_time": 0.01255, "decode.loss_ce": 0.03399, "decode.acc_seg": 98.40734, "loss": 0.03399, "time": 0.54475} {"mode": "train", "epoch": 513, "iter": 95350, "lr": 1e-05, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03347, "decode.acc_seg": 98.42367, "loss": 0.03347, "time": 0.54738} {"mode": "train", "epoch": 513, "iter": 95400, "lr": 1e-05, "memory": 52051, "data_time": 0.01322, "decode.loss_ce": 0.03636, "decode.acc_seg": 98.31644, "loss": 0.03636, "time": 0.54789} {"mode": "train", "epoch": 514, "iter": 95450, "lr": 1e-05, "memory": 52051, "data_time": 0.0601, "decode.loss_ce": 0.03446, "decode.acc_seg": 98.37611, "loss": 0.03446, "time": 0.5978} {"mode": "train", "epoch": 514, "iter": 95500, "lr": 1e-05, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03419, "decode.acc_seg": 98.39081, "loss": 0.03419, "time": 0.54745} {"mode": "train", "epoch": 514, "iter": 95550, "lr": 1e-05, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.03444, "decode.acc_seg": 98.38835, "loss": 0.03444, "time": 0.54743} {"mode": "train", "epoch": 514, "iter": 95600, "lr": 1e-05, "memory": 52051, "data_time": 0.01375, "decode.loss_ce": 0.0348, "decode.acc_seg": 98.36924, "loss": 0.0348, "time": 0.54908} {"mode": "train", "epoch": 515, "iter": 95650, "lr": 1e-05, "memory": 52051, "data_time": 0.05869, "decode.loss_ce": 0.03412, "decode.acc_seg": 98.39018, "loss": 0.03412, "time": 0.59711} {"mode": "train", "epoch": 515, "iter": 95700, "lr": 1e-05, "memory": 52051, "data_time": 0.01294, "decode.loss_ce": 0.03448, "decode.acc_seg": 98.37882, "loss": 0.03448, "time": 0.54488} {"mode": "train", "epoch": 515, "iter": 95750, "lr": 1e-05, "memory": 52051, "data_time": 0.01387, "decode.loss_ce": 0.03338, "decode.acc_seg": 98.42636, "loss": 0.03338, "time": 0.54894} {"mode": "train", "epoch": 516, "iter": 95800, "lr": 1e-05, "memory": 52051, "data_time": 0.05992, "decode.loss_ce": 0.03482, "decode.acc_seg": 98.37626, "loss": 0.03482, "time": 0.5963} {"mode": "train", "epoch": 516, "iter": 95850, "lr": 1e-05, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.03295, "decode.acc_seg": 98.40609, "loss": 0.03295, "time": 0.54917} {"mode": "train", "epoch": 516, "iter": 95900, "lr": 1e-05, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.03347, "decode.acc_seg": 98.40255, "loss": 0.03347, "time": 0.54846} {"mode": "train", "epoch": 516, "iter": 95950, "lr": 1e-05, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.0353, "decode.acc_seg": 98.36108, "loss": 0.0353, "time": 0.54872} {"mode": "train", "epoch": 517, "iter": 96000, "lr": 1e-05, "memory": 52051, "data_time": 0.06111, "decode.loss_ce": 0.03529, "decode.acc_seg": 98.31432, "loss": 0.03529, "time": 0.63788} {"mode": "val", "epoch": 517, "iter": 63, "lr": 1e-05, "mIoU": [0.8159, 0.8161, 0.8163, 0.8164, 0.8165, 0.8166, 0.8168, 0.8169, 0.817, 0.8171, 0.8171, 0.8172, 0.8172, 0.8173, 0.8173, 0.8174, 0.8174, 0.8175, 0.8175, 0.8176], "copy_paste": "81.59,81.61,81.63,81.64,81.65,81.66,81.68,81.69,81.7,81.71,81.71,81.72,81.72,81.73,81.73,81.74,81.74,81.75,81.75,81.76"} {"mode": "train", "epoch": 517, "iter": 96050, "lr": 1e-05, "memory": 52051, "data_time": 7.39473, "decode.loss_ce": 0.03513, "decode.acc_seg": 98.36809, "loss": 0.03513, "time": 7.93343} {"mode": "train", "epoch": 517, "iter": 96100, "lr": 1e-05, "memory": 52051, "data_time": 0.01425, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.38879, "loss": 0.03388, "time": 0.54912} {"mode": "train", "epoch": 517, "iter": 96150, "lr": 1e-05, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.03505, "decode.acc_seg": 98.34034, "loss": 0.03505, "time": 0.54928} {"mode": "train", "epoch": 518, "iter": 96200, "lr": 1e-05, "memory": 52051, "data_time": 0.0606, "decode.loss_ce": 0.03404, "decode.acc_seg": 98.38383, "loss": 0.03404, "time": 0.59904} {"mode": "train", "epoch": 518, "iter": 96250, "lr": 1e-05, "memory": 52051, "data_time": 0.01409, "decode.loss_ce": 0.03489, "decode.acc_seg": 98.36429, "loss": 0.03489, "time": 0.55038} {"mode": "train", "epoch": 518, "iter": 96300, "lr": 1e-05, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.03253, "decode.acc_seg": 98.45895, "loss": 0.03253, "time": 0.54835} {"mode": "train", "epoch": 519, "iter": 96350, "lr": 1e-05, "memory": 52051, "data_time": 0.06164, "decode.loss_ce": 0.036, "decode.acc_seg": 98.35639, "loss": 0.036, "time": 0.59492} {"mode": "train", "epoch": 519, "iter": 96400, "lr": 1e-05, "memory": 52051, "data_time": 0.01363, "decode.loss_ce": 0.03485, "decode.acc_seg": 98.36148, "loss": 0.03485, "time": 0.54639} {"mode": "train", "epoch": 519, "iter": 96450, "lr": 1e-05, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.38724, "loss": 0.03388, "time": 0.54593} {"mode": "train", "epoch": 519, "iter": 96500, "lr": 1e-05, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.03486, "decode.acc_seg": 98.36399, "loss": 0.03486, "time": 0.54841} {"mode": "train", "epoch": 520, "iter": 96550, "lr": 1e-05, "memory": 52051, "data_time": 0.06038, "decode.loss_ce": 0.03403, "decode.acc_seg": 98.40951, "loss": 0.03403, "time": 0.59731} {"mode": "train", "epoch": 520, "iter": 96600, "lr": 1e-05, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.03622, "decode.acc_seg": 98.33985, "loss": 0.03622, "time": 0.55021} {"mode": "train", "epoch": 520, "iter": 96650, "lr": 1e-05, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03471, "decode.acc_seg": 98.36592, "loss": 0.03471, "time": 0.54773} {"mode": "train", "epoch": 520, "iter": 96700, "lr": 1e-05, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03353, "decode.acc_seg": 98.42666, "loss": 0.03353, "time": 0.5474} {"mode": "train", "epoch": 521, "iter": 96750, "lr": 1e-05, "memory": 52051, "data_time": 0.06069, "decode.loss_ce": 0.03526, "decode.acc_seg": 98.33108, "loss": 0.03526, "time": 0.59697} {"mode": "train", "epoch": 521, "iter": 96800, "lr": 1e-05, "memory": 52051, "data_time": 0.01322, "decode.loss_ce": 0.03523, "decode.acc_seg": 98.34723, "loss": 0.03523, "time": 0.54874} {"mode": "train", "epoch": 521, "iter": 96850, "lr": 1e-05, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03365, "decode.acc_seg": 98.41581, "loss": 0.03365, "time": 0.54494} {"mode": "train", "epoch": 521, "iter": 96900, "lr": 1e-05, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.03546, "decode.acc_seg": 98.34836, "loss": 0.03546, "time": 0.5492} {"mode": "train", "epoch": 522, "iter": 96950, "lr": 1e-05, "memory": 52051, "data_time": 0.0613, "decode.loss_ce": 0.0339, "decode.acc_seg": 98.40331, "loss": 0.0339, "time": 0.59626} {"mode": "train", "epoch": 522, "iter": 97000, "lr": 1e-05, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03558, "decode.acc_seg": 98.33577, "loss": 0.03558, "time": 0.54425} {"mode": "train", "epoch": 522, "iter": 97050, "lr": 1e-05, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03475, "decode.acc_seg": 98.35644, "loss": 0.03475, "time": 0.54901} {"mode": "train", "epoch": 523, "iter": 97100, "lr": 1e-05, "memory": 52051, "data_time": 0.06003, "decode.loss_ce": 0.0333, "decode.acc_seg": 98.41731, "loss": 0.0333, "time": 0.59581} {"mode": "train", "epoch": 523, "iter": 97150, "lr": 1e-05, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03536, "decode.acc_seg": 98.36236, "loss": 0.03536, "time": 0.54636} {"mode": "train", "epoch": 523, "iter": 97200, "lr": 1e-05, "memory": 52051, "data_time": 0.01405, "decode.loss_ce": 0.03349, "decode.acc_seg": 98.41245, "loss": 0.03349, "time": 0.5486} {"mode": "train", "epoch": 523, "iter": 97250, "lr": 1e-05, "memory": 52051, "data_time": 0.01361, "decode.loss_ce": 0.03442, "decode.acc_seg": 98.36506, "loss": 0.03442, "time": 0.54882} {"mode": "train", "epoch": 524, "iter": 97300, "lr": 1e-05, "memory": 52051, "data_time": 0.06122, "decode.loss_ce": 0.03449, "decode.acc_seg": 98.38545, "loss": 0.03449, "time": 0.5975} {"mode": "train", "epoch": 524, "iter": 97350, "lr": 1e-05, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.03469, "decode.acc_seg": 98.3877, "loss": 0.03469, "time": 0.54738} {"mode": "train", "epoch": 524, "iter": 97400, "lr": 1e-05, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03483, "decode.acc_seg": 98.35351, "loss": 0.03483, "time": 0.54862} {"mode": "train", "epoch": 524, "iter": 97450, "lr": 1e-05, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.03427, "decode.acc_seg": 98.3552, "loss": 0.03427, "time": 0.54498} {"mode": "train", "epoch": 525, "iter": 97500, "lr": 1e-05, "memory": 52051, "data_time": 0.061, "decode.loss_ce": 0.03508, "decode.acc_seg": 98.35028, "loss": 0.03508, "time": 0.59628} {"mode": "train", "epoch": 525, "iter": 97550, "lr": 1e-05, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.03455, "decode.acc_seg": 98.37161, "loss": 0.03455, "time": 0.54788} {"mode": "train", "epoch": 525, "iter": 97600, "lr": 1e-05, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.03556, "decode.acc_seg": 98.33969, "loss": 0.03556, "time": 0.54767} {"mode": "train", "epoch": 525, "iter": 97650, "lr": 1e-05, "memory": 52051, "data_time": 0.01335, "decode.loss_ce": 0.03515, "decode.acc_seg": 98.35816, "loss": 0.03515, "time": 0.5477} {"mode": "train", "epoch": 526, "iter": 97700, "lr": 1e-05, "memory": 52051, "data_time": 0.06101, "decode.loss_ce": 0.03408, "decode.acc_seg": 98.37185, "loss": 0.03408, "time": 0.59564} {"mode": "train", "epoch": 526, "iter": 97750, "lr": 1e-05, "memory": 52051, "data_time": 0.01411, "decode.loss_ce": 0.03417, "decode.acc_seg": 98.40172, "loss": 0.03417, "time": 0.54981} {"mode": "train", "epoch": 526, "iter": 97800, "lr": 1e-05, "memory": 52051, "data_time": 0.01393, "decode.loss_ce": 0.03606, "decode.acc_seg": 98.31329, "loss": 0.03606, "time": 0.54782} {"mode": "train", "epoch": 527, "iter": 97850, "lr": 1e-05, "memory": 52051, "data_time": 0.05975, "decode.loss_ce": 0.03333, "decode.acc_seg": 98.4279, "loss": 0.03333, "time": 0.59516} {"mode": "train", "epoch": 527, "iter": 97900, "lr": 1e-05, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.03411, "decode.acc_seg": 98.37815, "loss": 0.03411, "time": 0.54646} {"mode": "train", "epoch": 527, "iter": 97950, "lr": 1e-05, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.0349, "decode.acc_seg": 98.36514, "loss": 0.0349, "time": 0.54793} {"mode": "train", "epoch": 527, "iter": 98000, "lr": 1e-05, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.03417, "decode.acc_seg": 98.38516, "loss": 0.03417, "time": 0.54514} {"mode": "train", "epoch": 528, "iter": 98050, "lr": 1e-05, "memory": 52051, "data_time": 0.05967, "decode.loss_ce": 0.03416, "decode.acc_seg": 98.38982, "loss": 0.03416, "time": 0.59678} {"mode": "train", "epoch": 528, "iter": 98100, "lr": 1e-05, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.0346, "decode.acc_seg": 98.36284, "loss": 0.0346, "time": 0.54532} {"mode": "train", "epoch": 528, "iter": 98150, "lr": 1e-05, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03323, "decode.acc_seg": 98.41278, "loss": 0.03323, "time": 0.54834} {"mode": "train", "epoch": 528, "iter": 98200, "lr": 1e-05, "memory": 52051, "data_time": 0.01394, "decode.loss_ce": 0.03497, "decode.acc_seg": 98.36086, "loss": 0.03497, "time": 0.55065} {"mode": "train", "epoch": 529, "iter": 98250, "lr": 1e-05, "memory": 52051, "data_time": 0.06035, "decode.loss_ce": 0.03508, "decode.acc_seg": 98.38309, "loss": 0.03508, "time": 0.59767} {"mode": "train", "epoch": 529, "iter": 98300, "lr": 1e-05, "memory": 52051, "data_time": 0.01309, "decode.loss_ce": 0.03485, "decode.acc_seg": 98.35009, "loss": 0.03485, "time": 0.54834} {"mode": "train", "epoch": 529, "iter": 98350, "lr": 1e-05, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03358, "decode.acc_seg": 98.42484, "loss": 0.03358, "time": 0.54464} {"mode": "train", "epoch": 530, "iter": 98400, "lr": 1e-05, "memory": 52051, "data_time": 0.05984, "decode.loss_ce": 0.03492, "decode.acc_seg": 98.35002, "loss": 0.03492, "time": 0.59815} {"mode": "train", "epoch": 530, "iter": 98450, "lr": 1e-05, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.03385, "decode.acc_seg": 98.38235, "loss": 0.03385, "time": 0.54622} {"mode": "train", "epoch": 530, "iter": 98500, "lr": 1e-05, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.03402, "decode.acc_seg": 98.40267, "loss": 0.03402, "time": 0.54686} {"mode": "train", "epoch": 530, "iter": 98550, "lr": 1e-05, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.0353, "decode.acc_seg": 98.34733, "loss": 0.0353, "time": 0.54825} {"mode": "train", "epoch": 531, "iter": 98600, "lr": 1e-05, "memory": 52051, "data_time": 0.06025, "decode.loss_ce": 0.03334, "decode.acc_seg": 98.41492, "loss": 0.03334, "time": 0.59547} {"mode": "train", "epoch": 531, "iter": 98650, "lr": 1e-05, "memory": 52051, "data_time": 0.01385, "decode.loss_ce": 0.03278, "decode.acc_seg": 98.43065, "loss": 0.03278, "time": 0.5491} {"mode": "train", "epoch": 531, "iter": 98700, "lr": 1e-05, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03403, "decode.acc_seg": 98.39412, "loss": 0.03403, "time": 0.54825} {"mode": "train", "epoch": 531, "iter": 98750, "lr": 1e-05, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.03389, "decode.acc_seg": 98.39005, "loss": 0.03389, "time": 0.54822} {"mode": "train", "epoch": 532, "iter": 98800, "lr": 1e-05, "memory": 52051, "data_time": 0.06069, "decode.loss_ce": 0.03449, "decode.acc_seg": 98.36757, "loss": 0.03449, "time": 0.59983} {"mode": "train", "epoch": 532, "iter": 98850, "lr": 1e-05, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03493, "decode.acc_seg": 98.36056, "loss": 0.03493, "time": 0.5484} {"mode": "train", "epoch": 532, "iter": 98900, "lr": 1e-05, "memory": 52051, "data_time": 0.0139, "decode.loss_ce": 0.03525, "decode.acc_seg": 98.34299, "loss": 0.03525, "time": 0.55018} {"mode": "train", "epoch": 532, "iter": 98950, "lr": 1e-05, "memory": 52051, "data_time": 0.01383, "decode.loss_ce": 0.03426, "decode.acc_seg": 98.38913, "loss": 0.03426, "time": 0.55091} {"mode": "train", "epoch": 533, "iter": 99000, "lr": 1e-05, "memory": 52051, "data_time": 0.06017, "decode.loss_ce": 0.03372, "decode.acc_seg": 98.4127, "loss": 0.03372, "time": 0.59711} {"mode": "train", "epoch": 533, "iter": 99050, "lr": 1e-05, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03383, "decode.acc_seg": 98.39696, "loss": 0.03383, "time": 0.54922} {"mode": "train", "epoch": 533, "iter": 99100, "lr": 1e-05, "memory": 52051, "data_time": 0.01379, "decode.loss_ce": 0.03533, "decode.acc_seg": 98.33221, "loss": 0.03533, "time": 0.54757} {"mode": "train", "epoch": 534, "iter": 99150, "lr": 1e-05, "memory": 52051, "data_time": 0.06193, "decode.loss_ce": 0.03484, "decode.acc_seg": 98.3716, "loss": 0.03484, "time": 0.59285} {"mode": "train", "epoch": 534, "iter": 99200, "lr": 1e-05, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.03395, "decode.acc_seg": 98.40736, "loss": 0.03395, "time": 0.54831} {"mode": "train", "epoch": 534, "iter": 99250, "lr": 1e-05, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.03544, "decode.acc_seg": 98.34902, "loss": 0.03544, "time": 0.54596} {"mode": "train", "epoch": 534, "iter": 99300, "lr": 1e-05, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.0332, "decode.acc_seg": 98.42098, "loss": 0.0332, "time": 0.54909} {"mode": "train", "epoch": 535, "iter": 99350, "lr": 1e-05, "memory": 52051, "data_time": 0.06056, "decode.loss_ce": 0.03257, "decode.acc_seg": 98.44321, "loss": 0.03257, "time": 0.59706} {"mode": "train", "epoch": 535, "iter": 99400, "lr": 1e-05, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.03458, "decode.acc_seg": 98.36668, "loss": 0.03458, "time": 0.54761} {"mode": "train", "epoch": 535, "iter": 99450, "lr": 1e-05, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03382, "decode.acc_seg": 98.40853, "loss": 0.03382, "time": 0.54884} {"mode": "train", "epoch": 535, "iter": 99500, "lr": 1e-05, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.03415, "decode.acc_seg": 98.40291, "loss": 0.03415, "time": 0.54574} {"mode": "train", "epoch": 536, "iter": 99550, "lr": 1e-05, "memory": 52051, "data_time": 0.05931, "decode.loss_ce": 0.03476, "decode.acc_seg": 98.35867, "loss": 0.03476, "time": 0.59831} {"mode": "train", "epoch": 536, "iter": 99600, "lr": 1e-05, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03338, "decode.acc_seg": 98.41733, "loss": 0.03338, "time": 0.5491} {"mode": "train", "epoch": 536, "iter": 99650, "lr": 1e-05, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.03384, "decode.acc_seg": 98.40435, "loss": 0.03384, "time": 0.54754} {"mode": "train", "epoch": 537, "iter": 99700, "lr": 1e-05, "memory": 52051, "data_time": 0.0605, "decode.loss_ce": 0.03481, "decode.acc_seg": 98.35249, "loss": 0.03481, "time": 0.59737} {"mode": "train", "epoch": 537, "iter": 99750, "lr": 1e-05, "memory": 52051, "data_time": 0.01293, "decode.loss_ce": 0.03345, "decode.acc_seg": 98.38657, "loss": 0.03345, "time": 0.54726} {"mode": "train", "epoch": 537, "iter": 99800, "lr": 1e-05, "memory": 52051, "data_time": 0.01378, "decode.loss_ce": 0.03495, "decode.acc_seg": 98.36522, "loss": 0.03495, "time": 0.54825} {"mode": "train", "epoch": 537, "iter": 99850, "lr": 1e-05, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.03453, "decode.acc_seg": 98.37064, "loss": 0.03453, "time": 0.54953} {"mode": "train", "epoch": 538, "iter": 99900, "lr": 1e-05, "memory": 52051, "data_time": 0.06087, "decode.loss_ce": 0.03385, "decode.acc_seg": 98.40931, "loss": 0.03385, "time": 0.59874} {"mode": "train", "epoch": 538, "iter": 99950, "lr": 1e-05, "memory": 52051, "data_time": 0.01308, "decode.loss_ce": 0.03458, "decode.acc_seg": 98.39313, "loss": 0.03458, "time": 0.54438} {"mode": "train", "epoch": 538, "iter": 100000, "lr": 1e-05, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03494, "decode.acc_seg": 98.34658, "loss": 0.03494, "time": 0.54909} {"mode": "train", "epoch": 538, "iter": 100050, "lr": 0.0, "memory": 52051, "data_time": 0.01363, "decode.loss_ce": 0.03318, "decode.acc_seg": 98.40805, "loss": 0.03318, "time": 0.54872} {"mode": "train", "epoch": 539, "iter": 100100, "lr": 0.0, "memory": 52051, "data_time": 0.06113, "decode.loss_ce": 0.03422, "decode.acc_seg": 98.40044, "loss": 0.03422, "time": 0.59791} {"mode": "train", "epoch": 539, "iter": 100150, "lr": 0.0, "memory": 52051, "data_time": 0.01299, "decode.loss_ce": 0.03444, "decode.acc_seg": 98.38932, "loss": 0.03444, "time": 0.54616} {"mode": "train", "epoch": 539, "iter": 100200, "lr": 0.0, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03367, "decode.acc_seg": 98.39618, "loss": 0.03367, "time": 0.54621} {"mode": "train", "epoch": 539, "iter": 100250, "lr": 0.0, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03438, "decode.acc_seg": 98.3626, "loss": 0.03438, "time": 0.54748} {"mode": "train", "epoch": 540, "iter": 100300, "lr": 0.0, "memory": 52051, "data_time": 0.05928, "decode.loss_ce": 0.0339, "decode.acc_seg": 98.38621, "loss": 0.0339, "time": 0.59533} {"mode": "train", "epoch": 540, "iter": 100350, "lr": 0.0, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.0334, "decode.acc_seg": 98.41569, "loss": 0.0334, "time": 0.5498} {"mode": "train", "epoch": 540, "iter": 100400, "lr": 0.0, "memory": 52051, "data_time": 0.01286, "decode.loss_ce": 0.03492, "decode.acc_seg": 98.36729, "loss": 0.03492, "time": 0.54977} {"mode": "train", "epoch": 541, "iter": 100450, "lr": 0.0, "memory": 52051, "data_time": 0.05966, "decode.loss_ce": 0.03322, "decode.acc_seg": 98.42212, "loss": 0.03322, "time": 0.59764} {"mode": "train", "epoch": 541, "iter": 100500, "lr": 0.0, "memory": 52051, "data_time": 0.01278, "decode.loss_ce": 0.03375, "decode.acc_seg": 98.40817, "loss": 0.03375, "time": 0.54882} {"mode": "train", "epoch": 541, "iter": 100550, "lr": 0.0, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03326, "decode.acc_seg": 98.44566, "loss": 0.03326, "time": 0.54587} {"mode": "train", "epoch": 541, "iter": 100600, "lr": 0.0, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03404, "decode.acc_seg": 98.39257, "loss": 0.03404, "time": 0.54676} {"mode": "train", "epoch": 542, "iter": 100650, "lr": 0.0, "memory": 52051, "data_time": 0.06091, "decode.loss_ce": 0.0333, "decode.acc_seg": 98.434, "loss": 0.0333, "time": 0.5965} {"mode": "train", "epoch": 542, "iter": 100700, "lr": 0.0, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03438, "decode.acc_seg": 98.36749, "loss": 0.03438, "time": 0.54867} {"mode": "train", "epoch": 542, "iter": 100750, "lr": 0.0, "memory": 52051, "data_time": 0.01308, "decode.loss_ce": 0.03445, "decode.acc_seg": 98.39216, "loss": 0.03445, "time": 0.54756} {"mode": "train", "epoch": 542, "iter": 100800, "lr": 0.0, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03367, "decode.acc_seg": 98.41185, "loss": 0.03367, "time": 0.54813} {"mode": "train", "epoch": 543, "iter": 100850, "lr": 0.0, "memory": 52051, "data_time": 0.06006, "decode.loss_ce": 0.03492, "decode.acc_seg": 98.37123, "loss": 0.03492, "time": 0.59768} {"mode": "train", "epoch": 543, "iter": 100900, "lr": 0.0, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.03426, "decode.acc_seg": 98.40589, "loss": 0.03426, "time": 0.54616} {"mode": "train", "epoch": 543, "iter": 100950, "lr": 0.0, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03503, "decode.acc_seg": 98.36995, "loss": 0.03503, "time": 0.54465} {"mode": "train", "epoch": 544, "iter": 101000, "lr": 0.0, "memory": 52051, "data_time": 0.05933, "decode.loss_ce": 0.03401, "decode.acc_seg": 98.38388, "loss": 0.03401, "time": 0.59625} {"mode": "train", "epoch": 544, "iter": 101050, "lr": 0.0, "memory": 52051, "data_time": 0.01391, "decode.loss_ce": 0.03462, "decode.acc_seg": 98.37843, "loss": 0.03462, "time": 0.54578} {"mode": "train", "epoch": 544, "iter": 101100, "lr": 0.0, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03355, "decode.acc_seg": 98.4205, "loss": 0.03355, "time": 0.54634} {"mode": "train", "epoch": 544, "iter": 101150, "lr": 0.0, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03281, "decode.acc_seg": 98.44255, "loss": 0.03281, "time": 0.54626} {"mode": "train", "epoch": 545, "iter": 101200, "lr": 0.0, "memory": 52051, "data_time": 0.06027, "decode.loss_ce": 0.03466, "decode.acc_seg": 98.37122, "loss": 0.03466, "time": 0.59862} {"mode": "train", "epoch": 545, "iter": 101250, "lr": 0.0, "memory": 52051, "data_time": 0.01396, "decode.loss_ce": 0.03449, "decode.acc_seg": 98.37808, "loss": 0.03449, "time": 0.54671} {"mode": "train", "epoch": 545, "iter": 101300, "lr": 0.0, "memory": 52051, "data_time": 0.01362, "decode.loss_ce": 0.03315, "decode.acc_seg": 98.43139, "loss": 0.03315, "time": 0.5465} {"mode": "train", "epoch": 545, "iter": 101350, "lr": 0.0, "memory": 52051, "data_time": 0.0139, "decode.loss_ce": 0.03413, "decode.acc_seg": 98.42632, "loss": 0.03413, "time": 0.54971} {"mode": "train", "epoch": 546, "iter": 101400, "lr": 0.0, "memory": 52051, "data_time": 0.05979, "decode.loss_ce": 0.03468, "decode.acc_seg": 98.37346, "loss": 0.03468, "time": 0.59737} {"mode": "train", "epoch": 546, "iter": 101450, "lr": 0.0, "memory": 52051, "data_time": 0.01394, "decode.loss_ce": 0.03351, "decode.acc_seg": 98.40168, "loss": 0.03351, "time": 0.54526} {"mode": "train", "epoch": 546, "iter": 101500, "lr": 0.0, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03443, "decode.acc_seg": 98.38906, "loss": 0.03443, "time": 0.54722} {"mode": "train", "epoch": 546, "iter": 101550, "lr": 0.0, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03588, "decode.acc_seg": 98.33401, "loss": 0.03588, "time": 0.54835} {"mode": "train", "epoch": 547, "iter": 101600, "lr": 0.0, "memory": 52051, "data_time": 0.0601, "decode.loss_ce": 0.03477, "decode.acc_seg": 98.38476, "loss": 0.03477, "time": 0.59722} {"mode": "train", "epoch": 547, "iter": 101650, "lr": 0.0, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03296, "decode.acc_seg": 98.44434, "loss": 0.03296, "time": 0.54973} {"mode": "train", "epoch": 547, "iter": 101700, "lr": 0.0, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03451, "decode.acc_seg": 98.38092, "loss": 0.03451, "time": 0.54615} {"mode": "train", "epoch": 548, "iter": 101750, "lr": 0.0, "memory": 52051, "data_time": 0.06053, "decode.loss_ce": 0.03478, "decode.acc_seg": 98.38291, "loss": 0.03478, "time": 0.59823} {"mode": "train", "epoch": 548, "iter": 101800, "lr": 0.0, "memory": 52051, "data_time": 0.01275, "decode.loss_ce": 0.03344, "decode.acc_seg": 98.41163, "loss": 0.03344, "time": 0.54773} {"mode": "train", "epoch": 548, "iter": 101850, "lr": 0.0, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.03313, "decode.acc_seg": 98.44062, "loss": 0.03313, "time": 0.54693} {"mode": "train", "epoch": 548, "iter": 101900, "lr": 0.0, "memory": 52051, "data_time": 0.01369, "decode.loss_ce": 0.03495, "decode.acc_seg": 98.38989, "loss": 0.03495, "time": 0.54762} {"mode": "train", "epoch": 549, "iter": 101950, "lr": 0.0, "memory": 52051, "data_time": 0.05851, "decode.loss_ce": 0.0335, "decode.acc_seg": 98.41155, "loss": 0.0335, "time": 0.59698} {"mode": "train", "epoch": 549, "iter": 102000, "lr": 0.0, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.03457, "decode.acc_seg": 98.38667, "loss": 0.03457, "time": 0.54973} {"mode": "train", "epoch": 549, "iter": 102050, "lr": 0.0, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.0342, "decode.acc_seg": 98.38157, "loss": 0.0342, "time": 0.5477} {"mode": "train", "epoch": 549, "iter": 102100, "lr": 0.0, "memory": 52051, "data_time": 0.01367, "decode.loss_ce": 0.0343, "decode.acc_seg": 98.39998, "loss": 0.0343, "time": 0.54861} {"mode": "train", "epoch": 550, "iter": 102150, "lr": 0.0, "memory": 52051, "data_time": 0.05937, "decode.loss_ce": 0.03425, "decode.acc_seg": 98.38607, "loss": 0.03425, "time": 0.59747} {"mode": "train", "epoch": 550, "iter": 102200, "lr": 0.0, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03415, "decode.acc_seg": 98.39782, "loss": 0.03415, "time": 0.5469} {"mode": "train", "epoch": 550, "iter": 102250, "lr": 0.0, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03427, "decode.acc_seg": 98.38755, "loss": 0.03427, "time": 0.54884} {"mode": "train", "epoch": 550, "iter": 102300, "lr": 0.0, "memory": 52051, "data_time": 0.01278, "decode.loss_ce": 0.03503, "decode.acc_seg": 98.36481, "loss": 0.03503, "time": 0.54826} {"mode": "train", "epoch": 551, "iter": 102350, "lr": 0.0, "memory": 52051, "data_time": 0.05915, "decode.loss_ce": 0.03419, "decode.acc_seg": 98.40838, "loss": 0.03419, "time": 0.59823} {"mode": "train", "epoch": 551, "iter": 102400, "lr": 0.0, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.03447, "decode.acc_seg": 98.38034, "loss": 0.03447, "time": 0.54401} {"mode": "train", "epoch": 551, "iter": 102450, "lr": 0.0, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03654, "decode.acc_seg": 98.29365, "loss": 0.03654, "time": 0.55036} {"mode": "train", "epoch": 552, "iter": 102500, "lr": 0.0, "memory": 52051, "data_time": 0.0609, "decode.loss_ce": 0.03295, "decode.acc_seg": 98.44599, "loss": 0.03295, "time": 0.59744} {"mode": "train", "epoch": 552, "iter": 102550, "lr": 0.0, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.0333, "decode.acc_seg": 98.41165, "loss": 0.0333, "time": 0.54913} {"mode": "train", "epoch": 552, "iter": 102600, "lr": 0.0, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03472, "decode.acc_seg": 98.38157, "loss": 0.03472, "time": 0.54961} {"mode": "train", "epoch": 552, "iter": 102650, "lr": 0.0, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.0338, "decode.acc_seg": 98.38979, "loss": 0.0338, "time": 0.54961} {"mode": "train", "epoch": 553, "iter": 102700, "lr": 0.0, "memory": 52051, "data_time": 0.05996, "decode.loss_ce": 0.03419, "decode.acc_seg": 98.38951, "loss": 0.03419, "time": 0.59845} {"mode": "train", "epoch": 553, "iter": 102750, "lr": 0.0, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03357, "decode.acc_seg": 98.40812, "loss": 0.03357, "time": 0.54843} {"mode": "train", "epoch": 553, "iter": 102800, "lr": 0.0, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.0341, "decode.acc_seg": 98.39597, "loss": 0.0341, "time": 0.54883} {"mode": "train", "epoch": 553, "iter": 102850, "lr": 0.0, "memory": 52051, "data_time": 0.01291, "decode.loss_ce": 0.03376, "decode.acc_seg": 98.40232, "loss": 0.03376, "time": 0.54505} {"mode": "train", "epoch": 554, "iter": 102900, "lr": 0.0, "memory": 52051, "data_time": 0.06101, "decode.loss_ce": 0.03365, "decode.acc_seg": 98.40362, "loss": 0.03365, "time": 0.59852} {"mode": "train", "epoch": 554, "iter": 102950, "lr": 0.0, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.03419, "decode.acc_seg": 98.37156, "loss": 0.03419, "time": 0.54624} {"mode": "train", "epoch": 554, "iter": 103000, "lr": 0.0, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.03411, "decode.acc_seg": 98.38777, "loss": 0.03411, "time": 0.54792} {"mode": "train", "epoch": 555, "iter": 103050, "lr": 0.0, "memory": 52051, "data_time": 0.06122, "decode.loss_ce": 0.03395, "decode.acc_seg": 98.38742, "loss": 0.03395, "time": 0.59971} {"mode": "train", "epoch": 555, "iter": 103100, "lr": 0.0, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03311, "decode.acc_seg": 98.42484, "loss": 0.03311, "time": 0.54659} {"mode": "train", "epoch": 555, "iter": 103150, "lr": 0.0, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03398, "decode.acc_seg": 98.37496, "loss": 0.03398, "time": 0.5468} {"mode": "train", "epoch": 555, "iter": 103200, "lr": 0.0, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.03187, "decode.acc_seg": 98.47924, "loss": 0.03187, "time": 0.54672} {"mode": "train", "epoch": 556, "iter": 103250, "lr": 0.0, "memory": 52051, "data_time": 0.06037, "decode.loss_ce": 0.03384, "decode.acc_seg": 98.40965, "loss": 0.03384, "time": 0.59534} {"mode": "train", "epoch": 556, "iter": 103300, "lr": 0.0, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.03477, "decode.acc_seg": 98.37986, "loss": 0.03477, "time": 0.5466} {"mode": "train", "epoch": 556, "iter": 103350, "lr": 0.0, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.03352, "decode.acc_seg": 98.42599, "loss": 0.03352, "time": 0.54744} {"mode": "train", "epoch": 556, "iter": 103400, "lr": 0.0, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.03363, "decode.acc_seg": 98.43438, "loss": 0.03363, "time": 0.54845} {"mode": "train", "epoch": 557, "iter": 103450, "lr": 0.0, "memory": 52051, "data_time": 0.06101, "decode.loss_ce": 0.03393, "decode.acc_seg": 98.40851, "loss": 0.03393, "time": 0.59492} {"mode": "train", "epoch": 557, "iter": 103500, "lr": 0.0, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03468, "decode.acc_seg": 98.37285, "loss": 0.03468, "time": 0.54661} {"mode": "train", "epoch": 557, "iter": 103550, "lr": 0.0, "memory": 52051, "data_time": 0.01357, "decode.loss_ce": 0.03415, "decode.acc_seg": 98.38701, "loss": 0.03415, "time": 0.54776} {"mode": "train", "epoch": 557, "iter": 103600, "lr": 0.0, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03373, "decode.acc_seg": 98.40912, "loss": 0.03373, "time": 0.54913} {"mode": "train", "epoch": 558, "iter": 103650, "lr": 0.0, "memory": 52051, "data_time": 0.06215, "decode.loss_ce": 0.03322, "decode.acc_seg": 98.43279, "loss": 0.03322, "time": 0.5973} {"mode": "train", "epoch": 558, "iter": 103700, "lr": 0.0, "memory": 52051, "data_time": 0.01374, "decode.loss_ce": 0.03534, "decode.acc_seg": 98.36442, "loss": 0.03534, "time": 0.54865} {"mode": "train", "epoch": 558, "iter": 103750, "lr": 0.0, "memory": 52051, "data_time": 0.01292, "decode.loss_ce": 0.03435, "decode.acc_seg": 98.39802, "loss": 0.03435, "time": 0.54584} {"mode": "train", "epoch": 559, "iter": 103800, "lr": 0.0, "memory": 52051, "data_time": 0.05943, "decode.loss_ce": 0.03481, "decode.acc_seg": 98.35027, "loss": 0.03481, "time": 0.59623} {"mode": "train", "epoch": 559, "iter": 103850, "lr": 0.0, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.03463, "decode.acc_seg": 98.36826, "loss": 0.03463, "time": 0.54591} {"mode": "train", "epoch": 559, "iter": 103900, "lr": 0.0, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.03581, "decode.acc_seg": 98.31805, "loss": 0.03581, "time": 0.54732} {"mode": "train", "epoch": 559, "iter": 103950, "lr": 0.0, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03406, "decode.acc_seg": 98.40289, "loss": 0.03406, "time": 0.54718} {"mode": "train", "epoch": 560, "iter": 104000, "lr": 0.0, "memory": 52051, "data_time": 0.05906, "decode.loss_ce": 0.03346, "decode.acc_seg": 98.40631, "loss": 0.03346, "time": 0.5935} {"mode": "train", "epoch": 560, "iter": 104050, "lr": 0.0, "memory": 52051, "data_time": 0.01404, "decode.loss_ce": 0.03365, "decode.acc_seg": 98.39721, "loss": 0.03365, "time": 0.54905} {"mode": "train", "epoch": 560, "iter": 104100, "lr": 0.0, "memory": 52051, "data_time": 0.01377, "decode.loss_ce": 0.03301, "decode.acc_seg": 98.44403, "loss": 0.03301, "time": 0.5491} {"mode": "train", "epoch": 560, "iter": 104150, "lr": 0.0, "memory": 52051, "data_time": 0.01391, "decode.loss_ce": 0.03426, "decode.acc_seg": 98.39365, "loss": 0.03426, "time": 0.54504} {"mode": "train", "epoch": 561, "iter": 104200, "lr": 0.0, "memory": 52051, "data_time": 0.06053, "decode.loss_ce": 0.03318, "decode.acc_seg": 98.42826, "loss": 0.03318, "time": 0.59174} {"mode": "train", "epoch": 561, "iter": 104250, "lr": 0.0, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03431, "decode.acc_seg": 98.38488, "loss": 0.03431, "time": 0.54697} {"mode": "train", "epoch": 561, "iter": 104300, "lr": 0.0, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.03358, "decode.acc_seg": 98.40774, "loss": 0.03358, "time": 0.54699} {"mode": "train", "epoch": 562, "iter": 104350, "lr": 0.0, "memory": 52051, "data_time": 0.05943, "decode.loss_ce": 0.03313, "decode.acc_seg": 98.42945, "loss": 0.03313, "time": 0.59492} {"mode": "train", "epoch": 562, "iter": 104400, "lr": 0.0, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03506, "decode.acc_seg": 98.34316, "loss": 0.03506, "time": 0.54879} {"mode": "train", "epoch": 562, "iter": 104450, "lr": 0.0, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.0347, "decode.acc_seg": 98.36993, "loss": 0.0347, "time": 0.54925} {"mode": "train", "epoch": 562, "iter": 104500, "lr": 0.0, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.03567, "decode.acc_seg": 98.31864, "loss": 0.03567, "time": 0.54653} {"mode": "train", "epoch": 563, "iter": 104550, "lr": 0.0, "memory": 52051, "data_time": 0.06083, "decode.loss_ce": 0.03339, "decode.acc_seg": 98.42222, "loss": 0.03339, "time": 0.59525} {"mode": "train", "epoch": 563, "iter": 104600, "lr": 0.0, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.0345, "decode.acc_seg": 98.37094, "loss": 0.0345, "time": 0.54851} {"mode": "train", "epoch": 563, "iter": 104650, "lr": 0.0, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03527, "decode.acc_seg": 98.34654, "loss": 0.03527, "time": 0.54872} {"mode": "train", "epoch": 563, "iter": 104700, "lr": 0.0, "memory": 52051, "data_time": 0.01361, "decode.loss_ce": 0.0339, "decode.acc_seg": 98.39621, "loss": 0.0339, "time": 0.54881} {"mode": "train", "epoch": 564, "iter": 104750, "lr": 0.0, "memory": 52051, "data_time": 0.05979, "decode.loss_ce": 0.03243, "decode.acc_seg": 98.46815, "loss": 0.03243, "time": 0.596} {"mode": "train", "epoch": 564, "iter": 104800, "lr": 0.0, "memory": 52051, "data_time": 0.01382, "decode.loss_ce": 0.03466, "decode.acc_seg": 98.34807, "loss": 0.03466, "time": 0.54856} {"mode": "train", "epoch": 564, "iter": 104850, "lr": 0.0, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03265, "decode.acc_seg": 98.42976, "loss": 0.03265, "time": 0.54851} {"mode": "train", "epoch": 564, "iter": 104900, "lr": 0.0, "memory": 52051, "data_time": 0.01282, "decode.loss_ce": 0.03386, "decode.acc_seg": 98.40555, "loss": 0.03386, "time": 0.5489} {"mode": "train", "epoch": 565, "iter": 104950, "lr": 0.0, "memory": 52051, "data_time": 0.06148, "decode.loss_ce": 0.03366, "decode.acc_seg": 98.40041, "loss": 0.03366, "time": 0.59733} {"mode": "train", "epoch": 565, "iter": 105000, "lr": 0.0, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.03419, "decode.acc_seg": 98.36957, "loss": 0.03419, "time": 0.54745} {"mode": "train", "epoch": 565, "iter": 105050, "lr": 0.0, "memory": 52051, "data_time": 0.01298, "decode.loss_ce": 0.03357, "decode.acc_seg": 98.40229, "loss": 0.03357, "time": 0.5454} {"mode": "train", "epoch": 566, "iter": 105100, "lr": 0.0, "memory": 52051, "data_time": 0.06073, "decode.loss_ce": 0.03297, "decode.acc_seg": 98.42336, "loss": 0.03297, "time": 0.59714} {"mode": "train", "epoch": 566, "iter": 105150, "lr": 0.0, "memory": 52051, "data_time": 0.01379, "decode.loss_ce": 0.03334, "decode.acc_seg": 98.42775, "loss": 0.03334, "time": 0.54773} {"mode": "train", "epoch": 566, "iter": 105200, "lr": 0.0, "memory": 52051, "data_time": 0.01385, "decode.loss_ce": 0.03455, "decode.acc_seg": 98.39819, "loss": 0.03455, "time": 0.5471} {"mode": "train", "epoch": 566, "iter": 105250, "lr": 0.0, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03502, "decode.acc_seg": 98.37413, "loss": 0.03502, "time": 0.54583} {"mode": "train", "epoch": 567, "iter": 105300, "lr": 0.0, "memory": 52051, "data_time": 0.05987, "decode.loss_ce": 0.03332, "decode.acc_seg": 98.41006, "loss": 0.03332, "time": 0.59672} {"mode": "train", "epoch": 567, "iter": 105350, "lr": 0.0, "memory": 52051, "data_time": 0.01401, "decode.loss_ce": 0.03466, "decode.acc_seg": 98.3616, "loss": 0.03466, "time": 0.54624} {"mode": "train", "epoch": 567, "iter": 105400, "lr": 0.0, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.03377, "decode.acc_seg": 98.41023, "loss": 0.03377, "time": 0.54811} {"mode": "train", "epoch": 567, "iter": 105450, "lr": 0.0, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03403, "decode.acc_seg": 98.39938, "loss": 0.03403, "time": 0.54871} {"mode": "train", "epoch": 568, "iter": 105500, "lr": 0.0, "memory": 52051, "data_time": 0.06072, "decode.loss_ce": 0.03382, "decode.acc_seg": 98.40044, "loss": 0.03382, "time": 0.59735} {"mode": "train", "epoch": 568, "iter": 105550, "lr": 0.0, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03362, "decode.acc_seg": 98.39212, "loss": 0.03362, "time": 0.54911} {"mode": "train", "epoch": 568, "iter": 105600, "lr": 0.0, "memory": 52051, "data_time": 0.01363, "decode.loss_ce": 0.03462, "decode.acc_seg": 98.3621, "loss": 0.03462, "time": 0.5468} {"mode": "train", "epoch": 569, "iter": 105650, "lr": 0.0, "memory": 52051, "data_time": 0.0606, "decode.loss_ce": 0.03379, "decode.acc_seg": 98.40638, "loss": 0.03379, "time": 0.59267} {"mode": "train", "epoch": 569, "iter": 105700, "lr": 0.0, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.03371, "decode.acc_seg": 98.407, "loss": 0.03371, "time": 0.54407} {"mode": "train", "epoch": 569, "iter": 105750, "lr": 0.0, "memory": 52051, "data_time": 0.01308, "decode.loss_ce": 0.03413, "decode.acc_seg": 98.39574, "loss": 0.03413, "time": 0.54826} {"mode": "train", "epoch": 569, "iter": 105800, "lr": 0.0, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03299, "decode.acc_seg": 98.41383, "loss": 0.03299, "time": 0.54475} {"mode": "train", "epoch": 570, "iter": 105850, "lr": 0.0, "memory": 52051, "data_time": 0.06007, "decode.loss_ce": 0.03505, "decode.acc_seg": 98.35631, "loss": 0.03505, "time": 0.59417} {"mode": "train", "epoch": 570, "iter": 105900, "lr": 0.0, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03259, "decode.acc_seg": 98.44193, "loss": 0.03259, "time": 0.54833} {"mode": "train", "epoch": 570, "iter": 105950, "lr": 0.0, "memory": 52051, "data_time": 0.01397, "decode.loss_ce": 0.03552, "decode.acc_seg": 98.35152, "loss": 0.03552, "time": 0.5452} {"mode": "train", "epoch": 570, "iter": 106000, "lr": 0.0, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.03451, "decode.acc_seg": 98.37644, "loss": 0.03451, "time": 0.54833} {"mode": "train", "epoch": 571, "iter": 106050, "lr": 0.0, "memory": 52051, "data_time": 0.06125, "decode.loss_ce": 0.03285, "decode.acc_seg": 98.42506, "loss": 0.03285, "time": 0.59444} {"mode": "train", "epoch": 571, "iter": 106100, "lr": 0.0, "memory": 52051, "data_time": 0.01282, "decode.loss_ce": 0.03405, "decode.acc_seg": 98.39882, "loss": 0.03405, "time": 0.54562} {"mode": "train", "epoch": 571, "iter": 106150, "lr": 0.0, "memory": 52051, "data_time": 0.01377, "decode.loss_ce": 0.03376, "decode.acc_seg": 98.41845, "loss": 0.03376, "time": 0.55062} {"mode": "train", "epoch": 571, "iter": 106200, "lr": 0.0, "memory": 52051, "data_time": 0.01376, "decode.loss_ce": 0.03463, "decode.acc_seg": 98.38671, "loss": 0.03463, "time": 0.5483} {"mode": "train", "epoch": 572, "iter": 106250, "lr": 0.0, "memory": 52051, "data_time": 0.06189, "decode.loss_ce": 0.03365, "decode.acc_seg": 98.41622, "loss": 0.03365, "time": 0.59966} {"mode": "train", "epoch": 572, "iter": 106300, "lr": 0.0, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03418, "decode.acc_seg": 98.3743, "loss": 0.03418, "time": 0.54906} {"mode": "train", "epoch": 572, "iter": 106350, "lr": 0.0, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.034, "decode.acc_seg": 98.39914, "loss": 0.034, "time": 0.54865} {"mode": "train", "epoch": 573, "iter": 106400, "lr": 0.0, "memory": 52051, "data_time": 0.06005, "decode.loss_ce": 0.03349, "decode.acc_seg": 98.41668, "loss": 0.03349, "time": 0.59884} {"mode": "train", "epoch": 573, "iter": 106450, "lr": 0.0, "memory": 52051, "data_time": 0.01288, "decode.loss_ce": 0.03382, "decode.acc_seg": 98.389, "loss": 0.03382, "time": 0.54853} {"mode": "train", "epoch": 573, "iter": 106500, "lr": 0.0, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03342, "decode.acc_seg": 98.41085, "loss": 0.03342, "time": 0.54867} {"mode": "train", "epoch": 573, "iter": 106550, "lr": 0.0, "memory": 52051, "data_time": 0.01295, "decode.loss_ce": 0.03417, "decode.acc_seg": 98.40261, "loss": 0.03417, "time": 0.54747} {"mode": "train", "epoch": 574, "iter": 106600, "lr": 0.0, "memory": 52051, "data_time": 0.05959, "decode.loss_ce": 0.03338, "decode.acc_seg": 98.42776, "loss": 0.03338, "time": 0.59599} {"mode": "train", "epoch": 574, "iter": 106650, "lr": 0.0, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03489, "decode.acc_seg": 98.3688, "loss": 0.03489, "time": 0.54907} {"mode": "train", "epoch": 574, "iter": 106700, "lr": 0.0, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03343, "decode.acc_seg": 98.40869, "loss": 0.03343, "time": 0.54833} {"mode": "train", "epoch": 574, "iter": 106750, "lr": 0.0, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03491, "decode.acc_seg": 98.35966, "loss": 0.03491, "time": 0.54915} {"mode": "train", "epoch": 575, "iter": 106800, "lr": 0.0, "memory": 52051, "data_time": 0.06023, "decode.loss_ce": 0.03416, "decode.acc_seg": 98.38353, "loss": 0.03416, "time": 0.59406} {"mode": "train", "epoch": 575, "iter": 106850, "lr": 0.0, "memory": 52051, "data_time": 0.0138, "decode.loss_ce": 0.03547, "decode.acc_seg": 98.34579, "loss": 0.03547, "time": 0.54686} {"mode": "train", "epoch": 575, "iter": 106900, "lr": 0.0, "memory": 52051, "data_time": 0.01382, "decode.loss_ce": 0.03414, "decode.acc_seg": 98.40088, "loss": 0.03414, "time": 0.54995} {"mode": "train", "epoch": 575, "iter": 106950, "lr": 0.0, "memory": 52051, "data_time": 0.01389, "decode.loss_ce": 0.03429, "decode.acc_seg": 98.37196, "loss": 0.03429, "time": 0.5508} {"mode": "train", "epoch": 576, "iter": 107000, "lr": 0.0, "memory": 52051, "data_time": 0.06164, "decode.loss_ce": 0.03294, "decode.acc_seg": 98.41764, "loss": 0.03294, "time": 0.5989} {"mode": "train", "epoch": 576, "iter": 107050, "lr": 0.0, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.03317, "decode.acc_seg": 98.42518, "loss": 0.03317, "time": 0.54805} {"mode": "train", "epoch": 576, "iter": 107100, "lr": 0.0, "memory": 52051, "data_time": 0.01375, "decode.loss_ce": 0.03367, "decode.acc_seg": 98.42236, "loss": 0.03367, "time": 0.55013} {"mode": "train", "epoch": 577, "iter": 107150, "lr": 0.0, "memory": 52051, "data_time": 0.0594, "decode.loss_ce": 0.03399, "decode.acc_seg": 98.40564, "loss": 0.03399, "time": 0.59719} {"mode": "train", "epoch": 577, "iter": 107200, "lr": 0.0, "memory": 52051, "data_time": 0.01358, "decode.loss_ce": 0.0341, "decode.acc_seg": 98.37157, "loss": 0.0341, "time": 0.54919} {"mode": "train", "epoch": 577, "iter": 107250, "lr": 0.0, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03542, "decode.acc_seg": 98.31863, "loss": 0.03542, "time": 0.54587} {"mode": "train", "epoch": 577, "iter": 107300, "lr": 0.0, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03378, "decode.acc_seg": 98.41683, "loss": 0.03378, "time": 0.54641} {"mode": "train", "epoch": 578, "iter": 107350, "lr": 0.0, "memory": 52051, "data_time": 0.0607, "decode.loss_ce": 0.03568, "decode.acc_seg": 98.34058, "loss": 0.03568, "time": 0.59827} {"mode": "train", "epoch": 578, "iter": 107400, "lr": 0.0, "memory": 52051, "data_time": 0.01358, "decode.loss_ce": 0.03311, "decode.acc_seg": 98.43726, "loss": 0.03311, "time": 0.54704} {"mode": "train", "epoch": 578, "iter": 107450, "lr": 0.0, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03378, "decode.acc_seg": 98.40462, "loss": 0.03378, "time": 0.54842} {"mode": "train", "epoch": 578, "iter": 107500, "lr": 0.0, "memory": 52051, "data_time": 0.01362, "decode.loss_ce": 0.03475, "decode.acc_seg": 98.36154, "loss": 0.03475, "time": 0.54885} {"mode": "train", "epoch": 579, "iter": 107550, "lr": 0.0, "memory": 52051, "data_time": 0.06049, "decode.loss_ce": 0.03433, "decode.acc_seg": 98.38096, "loss": 0.03433, "time": 0.59925} {"mode": "train", "epoch": 579, "iter": 107600, "lr": 0.0, "memory": 52051, "data_time": 0.01298, "decode.loss_ce": 0.03453, "decode.acc_seg": 98.40037, "loss": 0.03453, "time": 0.54907} {"mode": "train", "epoch": 579, "iter": 107650, "lr": 0.0, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.0341, "decode.acc_seg": 98.40814, "loss": 0.0341, "time": 0.54779} {"mode": "train", "epoch": 580, "iter": 107700, "lr": 0.0, "memory": 52051, "data_time": 0.0602, "decode.loss_ce": 0.03292, "decode.acc_seg": 98.42911, "loss": 0.03292, "time": 0.59616} {"mode": "train", "epoch": 580, "iter": 107750, "lr": 0.0, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03428, "decode.acc_seg": 98.36772, "loss": 0.03428, "time": 0.5479} {"mode": "train", "epoch": 580, "iter": 107800, "lr": 0.0, "memory": 52051, "data_time": 0.01307, "decode.loss_ce": 0.03445, "decode.acc_seg": 98.36504, "loss": 0.03445, "time": 0.54708} {"mode": "train", "epoch": 580, "iter": 107850, "lr": 0.0, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03309, "decode.acc_seg": 98.44256, "loss": 0.03309, "time": 0.54929} {"mode": "train", "epoch": 581, "iter": 107900, "lr": 0.0, "memory": 52051, "data_time": 0.06053, "decode.loss_ce": 0.03323, "decode.acc_seg": 98.41941, "loss": 0.03323, "time": 0.5963} {"mode": "train", "epoch": 581, "iter": 107950, "lr": 0.0, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.03345, "decode.acc_seg": 98.41837, "loss": 0.03345, "time": 0.5452} {"mode": "train", "epoch": 581, "iter": 108000, "lr": 0.0, "memory": 52051, "data_time": 0.01344, "decode.loss_ce": 0.0348, "decode.acc_seg": 98.34472, "loss": 0.0348, "time": 0.54839} {"mode": "train", "epoch": 581, "iter": 108050, "lr": 0.0, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03436, "decode.acc_seg": 98.38277, "loss": 0.03436, "time": 0.54683} {"mode": "train", "epoch": 582, "iter": 108100, "lr": 0.0, "memory": 52051, "data_time": 0.05961, "decode.loss_ce": 0.03311, "decode.acc_seg": 98.42411, "loss": 0.03311, "time": 0.59958} {"mode": "train", "epoch": 582, "iter": 108150, "lr": 0.0, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.03367, "decode.acc_seg": 98.40619, "loss": 0.03367, "time": 0.54955} {"mode": "train", "epoch": 582, "iter": 108200, "lr": 0.0, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03337, "decode.acc_seg": 98.40576, "loss": 0.03337, "time": 0.54588} {"mode": "train", "epoch": 582, "iter": 108250, "lr": 0.0, "memory": 52051, "data_time": 0.01294, "decode.loss_ce": 0.03426, "decode.acc_seg": 98.37731, "loss": 0.03426, "time": 0.5492} {"mode": "train", "epoch": 583, "iter": 108300, "lr": 0.0, "memory": 52051, "data_time": 0.06008, "decode.loss_ce": 0.03453, "decode.acc_seg": 98.38167, "loss": 0.03453, "time": 0.59535} {"mode": "train", "epoch": 583, "iter": 108350, "lr": 0.0, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.03443, "decode.acc_seg": 98.39404, "loss": 0.03443, "time": 0.54687} {"mode": "train", "epoch": 583, "iter": 108400, "lr": 0.0, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.03276, "decode.acc_seg": 98.45049, "loss": 0.03276, "time": 0.54784} {"mode": "train", "epoch": 584, "iter": 108450, "lr": 0.0, "memory": 52051, "data_time": 0.05977, "decode.loss_ce": 0.03301, "decode.acc_seg": 98.44214, "loss": 0.03301, "time": 0.59452} {"mode": "train", "epoch": 584, "iter": 108500, "lr": 0.0, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.03357, "decode.acc_seg": 98.42321, "loss": 0.03357, "time": 0.54646} {"mode": "train", "epoch": 584, "iter": 108550, "lr": 0.0, "memory": 52051, "data_time": 0.01311, "decode.loss_ce": 0.03326, "decode.acc_seg": 98.4237, "loss": 0.03326, "time": 0.54932} {"mode": "train", "epoch": 584, "iter": 108600, "lr": 0.0, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.03319, "decode.acc_seg": 98.44165, "loss": 0.03319, "time": 0.54486} {"mode": "train", "epoch": 585, "iter": 108650, "lr": 0.0, "memory": 52051, "data_time": 0.05965, "decode.loss_ce": 0.03403, "decode.acc_seg": 98.40985, "loss": 0.03403, "time": 0.59794} {"mode": "train", "epoch": 585, "iter": 108700, "lr": 0.0, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.03401, "decode.acc_seg": 98.39121, "loss": 0.03401, "time": 0.54564} {"mode": "train", "epoch": 585, "iter": 108750, "lr": 0.0, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.03534, "decode.acc_seg": 98.33502, "loss": 0.03534, "time": 0.54895} {"mode": "train", "epoch": 585, "iter": 108800, "lr": 0.0, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.03346, "decode.acc_seg": 98.42116, "loss": 0.03346, "time": 0.5467} {"mode": "train", "epoch": 586, "iter": 108850, "lr": 0.0, "memory": 52051, "data_time": 0.0602, "decode.loss_ce": 0.03339, "decode.acc_seg": 98.43754, "loss": 0.03339, "time": 0.59673} {"mode": "train", "epoch": 586, "iter": 108900, "lr": 0.0, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.03379, "decode.acc_seg": 98.40468, "loss": 0.03379, "time": 0.54693} {"mode": "train", "epoch": 586, "iter": 108950, "lr": 0.0, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03461, "decode.acc_seg": 98.37953, "loss": 0.03461, "time": 0.5484} {"mode": "train", "epoch": 587, "iter": 109000, "lr": 0.0, "memory": 52051, "data_time": 0.0602, "decode.loss_ce": 0.03317, "decode.acc_seg": 98.41711, "loss": 0.03317, "time": 0.59855} {"mode": "train", "epoch": 587, "iter": 109050, "lr": 0.0, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03462, "decode.acc_seg": 98.37928, "loss": 0.03462, "time": 0.54839} {"mode": "train", "epoch": 587, "iter": 109100, "lr": 0.0, "memory": 52051, "data_time": 0.01369, "decode.loss_ce": 0.03407, "decode.acc_seg": 98.40772, "loss": 0.03407, "time": 0.5479} {"mode": "train", "epoch": 587, "iter": 109150, "lr": 0.0, "memory": 52051, "data_time": 0.01425, "decode.loss_ce": 0.03373, "decode.acc_seg": 98.39653, "loss": 0.03373, "time": 0.5491} {"mode": "train", "epoch": 588, "iter": 109200, "lr": 0.0, "memory": 52051, "data_time": 0.06035, "decode.loss_ce": 0.03404, "decode.acc_seg": 98.40227, "loss": 0.03404, "time": 0.59548} {"mode": "train", "epoch": 588, "iter": 109250, "lr": 0.0, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03291, "decode.acc_seg": 98.46368, "loss": 0.03291, "time": 0.5469} {"mode": "train", "epoch": 588, "iter": 109300, "lr": 0.0, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03412, "decode.acc_seg": 98.38501, "loss": 0.03412, "time": 0.54853} {"mode": "train", "epoch": 588, "iter": 109350, "lr": 0.0, "memory": 52051, "data_time": 0.0129, "decode.loss_ce": 0.03479, "decode.acc_seg": 98.33466, "loss": 0.03479, "time": 0.54764} {"mode": "train", "epoch": 589, "iter": 109400, "lr": 0.0, "memory": 52051, "data_time": 0.06111, "decode.loss_ce": 0.03299, "decode.acc_seg": 98.41993, "loss": 0.03299, "time": 0.59617} {"mode": "train", "epoch": 589, "iter": 109450, "lr": 0.0, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.03416, "decode.acc_seg": 98.40744, "loss": 0.03416, "time": 0.54879} {"mode": "train", "epoch": 589, "iter": 109500, "lr": 0.0, "memory": 52051, "data_time": 0.01309, "decode.loss_ce": 0.0336, "decode.acc_seg": 98.39961, "loss": 0.0336, "time": 0.54797} {"mode": "train", "epoch": 589, "iter": 109550, "lr": 0.0, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03534, "decode.acc_seg": 98.35604, "loss": 0.03534, "time": 0.54849} {"mode": "train", "epoch": 590, "iter": 109600, "lr": 0.0, "memory": 52051, "data_time": 0.0603, "decode.loss_ce": 0.03334, "decode.acc_seg": 98.42901, "loss": 0.03334, "time": 0.59731} {"mode": "train", "epoch": 590, "iter": 109650, "lr": 0.0, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.4015, "loss": 0.03388, "time": 0.54339} {"mode": "train", "epoch": 590, "iter": 109700, "lr": 0.0, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03424, "decode.acc_seg": 98.38754, "loss": 0.03424, "time": 0.54575} {"mode": "train", "epoch": 591, "iter": 109750, "lr": 0.0, "memory": 52051, "data_time": 0.06129, "decode.loss_ce": 0.03389, "decode.acc_seg": 98.40564, "loss": 0.03389, "time": 0.59518} {"mode": "train", "epoch": 591, "iter": 109800, "lr": 0.0, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03369, "decode.acc_seg": 98.40689, "loss": 0.03369, "time": 0.54414} {"mode": "train", "epoch": 591, "iter": 109850, "lr": 0.0, "memory": 52051, "data_time": 0.01354, "decode.loss_ce": 0.03332, "decode.acc_seg": 98.42512, "loss": 0.03332, "time": 0.54879} {"mode": "train", "epoch": 591, "iter": 109900, "lr": 0.0, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.0345, "decode.acc_seg": 98.38832, "loss": 0.0345, "time": 0.54886} {"mode": "train", "epoch": 592, "iter": 109950, "lr": 0.0, "memory": 52051, "data_time": 0.05948, "decode.loss_ce": 0.03373, "decode.acc_seg": 98.4159, "loss": 0.03373, "time": 0.59502} {"mode": "train", "epoch": 592, "iter": 110000, "lr": 0.0, "memory": 52051, "data_time": 0.0129, "decode.loss_ce": 0.03368, "decode.acc_seg": 98.41682, "loss": 0.03368, "time": 0.54747} {"mode": "train", "epoch": 592, "iter": 110050, "lr": 0.0, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03321, "decode.acc_seg": 98.4265, "loss": 0.03321, "time": 0.54961} {"mode": "train", "epoch": 592, "iter": 110100, "lr": 0.0, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03506, "decode.acc_seg": 98.36807, "loss": 0.03506, "time": 0.54698} {"mode": "train", "epoch": 593, "iter": 110150, "lr": 0.0, "memory": 52051, "data_time": 0.06004, "decode.loss_ce": 0.03358, "decode.acc_seg": 98.40502, "loss": 0.03358, "time": 0.59604} {"mode": "train", "epoch": 593, "iter": 110200, "lr": 0.0, "memory": 52051, "data_time": 0.01311, "decode.loss_ce": 0.03324, "decode.acc_seg": 98.41365, "loss": 0.03324, "time": 0.54903} {"mode": "train", "epoch": 593, "iter": 110250, "lr": 0.0, "memory": 52051, "data_time": 0.01294, "decode.loss_ce": 0.03482, "decode.acc_seg": 98.35413, "loss": 0.03482, "time": 0.54731} {"mode": "train", "epoch": 594, "iter": 110300, "lr": 0.0, "memory": 52051, "data_time": 0.06072, "decode.loss_ce": 0.03348, "decode.acc_seg": 98.4123, "loss": 0.03348, "time": 0.59439} {"mode": "train", "epoch": 594, "iter": 110350, "lr": 0.0, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03356, "decode.acc_seg": 98.40089, "loss": 0.03356, "time": 0.54859} {"mode": "train", "epoch": 594, "iter": 110400, "lr": 0.0, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.03405, "decode.acc_seg": 98.39444, "loss": 0.03405, "time": 0.54974} {"mode": "train", "epoch": 594, "iter": 110450, "lr": 0.0, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.03389, "decode.acc_seg": 98.41672, "loss": 0.03389, "time": 0.54684} {"mode": "train", "epoch": 595, "iter": 110500, "lr": 0.0, "memory": 52051, "data_time": 0.05934, "decode.loss_ce": 0.03431, "decode.acc_seg": 98.37341, "loss": 0.03431, "time": 0.59635} {"mode": "train", "epoch": 595, "iter": 110550, "lr": 0.0, "memory": 52051, "data_time": 0.01282, "decode.loss_ce": 0.03454, "decode.acc_seg": 98.3769, "loss": 0.03454, "time": 0.54749} {"mode": "train", "epoch": 595, "iter": 110600, "lr": 0.0, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03465, "decode.acc_seg": 98.37295, "loss": 0.03465, "time": 0.54918} {"mode": "train", "epoch": 595, "iter": 110650, "lr": 0.0, "memory": 52051, "data_time": 0.01335, "decode.loss_ce": 0.03439, "decode.acc_seg": 98.38875, "loss": 0.03439, "time": 0.54721} {"mode": "train", "epoch": 596, "iter": 110700, "lr": 0.0, "memory": 52051, "data_time": 0.06025, "decode.loss_ce": 0.03272, "decode.acc_seg": 98.45205, "loss": 0.03272, "time": 0.59947} {"mode": "train", "epoch": 596, "iter": 110750, "lr": 0.0, "memory": 52051, "data_time": 0.01292, "decode.loss_ce": 0.03435, "decode.acc_seg": 98.3931, "loss": 0.03435, "time": 0.54534} {"mode": "train", "epoch": 596, "iter": 110800, "lr": 0.0, "memory": 52051, "data_time": 0.01267, "decode.loss_ce": 0.03439, "decode.acc_seg": 98.39458, "loss": 0.03439, "time": 0.54717} {"mode": "train", "epoch": 596, "iter": 110850, "lr": 0.0, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.03359, "decode.acc_seg": 98.40909, "loss": 0.03359, "time": 0.54667} {"mode": "train", "epoch": 597, "iter": 110900, "lr": 0.0, "memory": 52051, "data_time": 0.06003, "decode.loss_ce": 0.03395, "decode.acc_seg": 98.40396, "loss": 0.03395, "time": 0.59815} {"mode": "train", "epoch": 597, "iter": 110950, "lr": 0.0, "memory": 52051, "data_time": 0.01375, "decode.loss_ce": 0.03356, "decode.acc_seg": 98.41384, "loss": 0.03356, "time": 0.54815} {"mode": "train", "epoch": 597, "iter": 111000, "lr": 0.0, "memory": 52051, "data_time": 0.01337, "decode.loss_ce": 0.03357, "decode.acc_seg": 98.40326, "loss": 0.03357, "time": 0.54797} {"mode": "train", "epoch": 598, "iter": 111050, "lr": 0.0, "memory": 52051, "data_time": 0.06028, "decode.loss_ce": 0.03479, "decode.acc_seg": 98.37519, "loss": 0.03479, "time": 0.59826} {"mode": "train", "epoch": 598, "iter": 111100, "lr": 0.0, "memory": 52051, "data_time": 0.01361, "decode.loss_ce": 0.03336, "decode.acc_seg": 98.40206, "loss": 0.03336, "time": 0.54794} {"mode": "train", "epoch": 598, "iter": 111150, "lr": 0.0, "memory": 52051, "data_time": 0.01288, "decode.loss_ce": 0.03358, "decode.acc_seg": 98.4436, "loss": 0.03358, "time": 0.54826} {"mode": "train", "epoch": 598, "iter": 111200, "lr": 0.0, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.03398, "decode.acc_seg": 98.40142, "loss": 0.03398, "time": 0.54962} {"mode": "train", "epoch": 599, "iter": 111250, "lr": 0.0, "memory": 52051, "data_time": 0.05991, "decode.loss_ce": 0.03363, "decode.acc_seg": 98.4105, "loss": 0.03363, "time": 0.59505} {"mode": "train", "epoch": 599, "iter": 111300, "lr": 0.0, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.03334, "decode.acc_seg": 98.40517, "loss": 0.03334, "time": 0.54462} {"mode": "train", "epoch": 599, "iter": 111350, "lr": 0.0, "memory": 52051, "data_time": 0.01357, "decode.loss_ce": 0.03401, "decode.acc_seg": 98.4027, "loss": 0.03401, "time": 0.54699} {"mode": "train", "epoch": 599, "iter": 111400, "lr": 0.0, "memory": 52051, "data_time": 0.01264, "decode.loss_ce": 0.03363, "decode.acc_seg": 98.41, "loss": 0.03363, "time": 0.54811} {"mode": "train", "epoch": 600, "iter": 111450, "lr": 0.0, "memory": 52051, "data_time": 0.05917, "decode.loss_ce": 0.0351, "decode.acc_seg": 98.36687, "loss": 0.0351, "time": 0.59387} {"mode": "train", "epoch": 600, "iter": 111500, "lr": 0.0, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03464, "decode.acc_seg": 98.36715, "loss": 0.03464, "time": 0.5447} {"mode": "train", "epoch": 600, "iter": 111550, "lr": 0.0, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03378, "decode.acc_seg": 98.40038, "loss": 0.03378, "time": 0.54963} {"mode": "train", "epoch": 600, "iter": 111600, "lr": 0.0, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03286, "decode.acc_seg": 98.46244, "loss": 0.03286, "time": 0.54643} {"mode": "train", "epoch": 601, "iter": 111650, "lr": 0.0, "memory": 52051, "data_time": 0.06045, "decode.loss_ce": 0.03364, "decode.acc_seg": 98.38021, "loss": 0.03364, "time": 0.59551} {"mode": "train", "epoch": 601, "iter": 111700, "lr": 0.0, "memory": 52051, "data_time": 0.01367, "decode.loss_ce": 0.03399, "decode.acc_seg": 98.3841, "loss": 0.03399, "time": 0.54661} {"mode": "train", "epoch": 601, "iter": 111750, "lr": 0.0, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.03314, "decode.acc_seg": 98.41748, "loss": 0.03314, "time": 0.54983} {"mode": "train", "epoch": 602, "iter": 111800, "lr": 0.0, "memory": 52051, "data_time": 0.06051, "decode.loss_ce": 0.03377, "decode.acc_seg": 98.39147, "loss": 0.03377, "time": 0.59859} {"mode": "train", "epoch": 602, "iter": 111850, "lr": 0.0, "memory": 52051, "data_time": 0.01361, "decode.loss_ce": 0.03349, "decode.acc_seg": 98.4294, "loss": 0.03349, "time": 0.54608} {"mode": "train", "epoch": 602, "iter": 111900, "lr": 0.0, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.03279, "decode.acc_seg": 98.4447, "loss": 0.03279, "time": 0.54587} {"mode": "train", "epoch": 602, "iter": 111950, "lr": 0.0, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03339, "decode.acc_seg": 98.42371, "loss": 0.03339, "time": 0.54441} {"mode": "train", "epoch": 603, "iter": 112000, "lr": 0.0, "memory": 52051, "data_time": 0.05955, "decode.loss_ce": 0.03494, "decode.acc_seg": 98.37211, "loss": 0.03494, "time": 0.63583} {"mode": "val", "epoch": 603, "iter": 63, "lr": 0.0, "mIoU": [0.8158, 0.816, 0.8162, 0.8164, 0.8164, 0.8166, 0.8167, 0.8168, 0.8169, 0.817, 0.817, 0.8172, 0.8172, 0.8173, 0.8174, 0.8174, 0.8175, 0.8175, 0.8175, 0.8176], "copy_paste": "81.58,81.6,81.62,81.64,81.64,81.66,81.67,81.68,81.69,81.7,81.7,81.72,81.72,81.73,81.74,81.74,81.75,81.75,81.75,81.76"} {"mode": "train", "epoch": 603, "iter": 112050, "lr": 0.0, "memory": 52051, "data_time": 7.39131, "decode.loss_ce": 0.03314, "decode.acc_seg": 98.41416, "loss": 0.03314, "time": 7.9267} {"mode": "train", "epoch": 603, "iter": 112100, "lr": 0.0, "memory": 52051, "data_time": 0.01511, "decode.loss_ce": 0.03448, "decode.acc_seg": 98.39802, "loss": 0.03448, "time": 0.55111} {"mode": "train", "epoch": 603, "iter": 112150, "lr": 0.0, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03428, "decode.acc_seg": 98.39312, "loss": 0.03428, "time": 0.54762} {"mode": "train", "epoch": 604, "iter": 112200, "lr": 0.0, "memory": 52051, "data_time": 0.06074, "decode.loss_ce": 0.03408, "decode.acc_seg": 98.39787, "loss": 0.03408, "time": 0.59963} {"mode": "train", "epoch": 604, "iter": 112250, "lr": 0.0, "memory": 52051, "data_time": 0.01384, "decode.loss_ce": 0.03333, "decode.acc_seg": 98.43694, "loss": 0.03333, "time": 0.54884} {"mode": "train", "epoch": 604, "iter": 112300, "lr": 0.0, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.03507, "decode.acc_seg": 98.35891, "loss": 0.03507, "time": 0.55001} {"mode": "train", "epoch": 605, "iter": 112350, "lr": 0.0, "memory": 52051, "data_time": 0.05998, "decode.loss_ce": 0.03365, "decode.acc_seg": 98.39965, "loss": 0.03365, "time": 0.59326} {"mode": "train", "epoch": 605, "iter": 112400, "lr": 0.0, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03427, "decode.acc_seg": 98.38959, "loss": 0.03427, "time": 0.54888} {"mode": "train", "epoch": 605, "iter": 112450, "lr": 0.0, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.03562, "decode.acc_seg": 98.35614, "loss": 0.03562, "time": 0.54624} {"mode": "train", "epoch": 605, "iter": 112500, "lr": 0.0, "memory": 52051, "data_time": 0.0138, "decode.loss_ce": 0.03493, "decode.acc_seg": 98.34257, "loss": 0.03493, "time": 0.5495} {"mode": "train", "epoch": 606, "iter": 112550, "lr": 0.0, "memory": 52051, "data_time": 0.05992, "decode.loss_ce": 0.03634, "decode.acc_seg": 98.33257, "loss": 0.03634, "time": 0.5943} {"mode": "train", "epoch": 606, "iter": 112600, "lr": 0.0, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.0345, "decode.acc_seg": 98.3988, "loss": 0.0345, "time": 0.54806} {"mode": "train", "epoch": 606, "iter": 112650, "lr": 0.0, "memory": 52051, "data_time": 0.01369, "decode.loss_ce": 0.03411, "decode.acc_seg": 98.40871, "loss": 0.03411, "time": 0.54742} {"mode": "train", "epoch": 606, "iter": 112700, "lr": 0.0, "memory": 52051, "data_time": 0.013, "decode.loss_ce": 0.03396, "decode.acc_seg": 98.39959, "loss": 0.03396, "time": 0.54831} {"mode": "train", "epoch": 607, "iter": 112750, "lr": 0.0, "memory": 52051, "data_time": 0.06019, "decode.loss_ce": 0.03386, "decode.acc_seg": 98.41676, "loss": 0.03386, "time": 0.59805} {"mode": "train", "epoch": 607, "iter": 112800, "lr": 0.0, "memory": 52051, "data_time": 0.01378, "decode.loss_ce": 0.03301, "decode.acc_seg": 98.44956, "loss": 0.03301, "time": 0.54641} {"mode": "train", "epoch": 607, "iter": 112850, "lr": 0.0, "memory": 52051, "data_time": 0.01405, "decode.loss_ce": 0.03437, "decode.acc_seg": 98.40199, "loss": 0.03437, "time": 0.5488} {"mode": "train", "epoch": 607, "iter": 112900, "lr": 0.0, "memory": 52051, "data_time": 0.01387, "decode.loss_ce": 0.03336, "decode.acc_seg": 98.42554, "loss": 0.03336, "time": 0.54818} {"mode": "train", "epoch": 608, "iter": 112950, "lr": 0.0, "memory": 52051, "data_time": 0.06062, "decode.loss_ce": 0.03313, "decode.acc_seg": 98.42261, "loss": 0.03313, "time": 0.596} {"mode": "train", "epoch": 608, "iter": 113000, "lr": 0.0, "memory": 52051, "data_time": 0.01365, "decode.loss_ce": 0.03312, "decode.acc_seg": 98.41988, "loss": 0.03312, "time": 0.54858} {"mode": "train", "epoch": 608, "iter": 113050, "lr": 0.0, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03411, "decode.acc_seg": 98.39934, "loss": 0.03411, "time": 0.54888} {"mode": "train", "epoch": 609, "iter": 113100, "lr": 0.0, "memory": 52051, "data_time": 0.05889, "decode.loss_ce": 0.03317, "decode.acc_seg": 98.43295, "loss": 0.03317, "time": 0.59621} {"mode": "train", "epoch": 609, "iter": 113150, "lr": 0.0, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.0351, "decode.acc_seg": 98.35365, "loss": 0.0351, "time": 0.54873} {"mode": "train", "epoch": 609, "iter": 113200, "lr": 0.0, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03408, "decode.acc_seg": 98.40799, "loss": 0.03408, "time": 0.54706} {"mode": "train", "epoch": 609, "iter": 113250, "lr": 0.0, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03469, "decode.acc_seg": 98.37591, "loss": 0.03469, "time": 0.54742} {"mode": "train", "epoch": 610, "iter": 113300, "lr": 0.0, "memory": 52051, "data_time": 0.06051, "decode.loss_ce": 0.03315, "decode.acc_seg": 98.44172, "loss": 0.03315, "time": 0.59369} {"mode": "train", "epoch": 610, "iter": 113350, "lr": 0.0, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03362, "decode.acc_seg": 98.42021, "loss": 0.03362, "time": 0.54772} {"mode": "train", "epoch": 610, "iter": 113400, "lr": 0.0, "memory": 52051, "data_time": 0.0139, "decode.loss_ce": 0.03363, "decode.acc_seg": 98.42441, "loss": 0.03363, "time": 0.54765} {"mode": "train", "epoch": 610, "iter": 113450, "lr": 0.0, "memory": 52051, "data_time": 0.01322, "decode.loss_ce": 0.03341, "decode.acc_seg": 98.41975, "loss": 0.03341, "time": 0.55041} {"mode": "train", "epoch": 611, "iter": 113500, "lr": 0.0, "memory": 52051, "data_time": 0.06058, "decode.loss_ce": 0.03518, "decode.acc_seg": 98.34262, "loss": 0.03518, "time": 0.59649} {"mode": "train", "epoch": 611, "iter": 113550, "lr": 0.0, "memory": 52051, "data_time": 0.01373, "decode.loss_ce": 0.03419, "decode.acc_seg": 98.3784, "loss": 0.03419, "time": 0.54848} {"mode": "train", "epoch": 611, "iter": 113600, "lr": 0.0, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.4023, "loss": 0.03388, "time": 0.54689} {"mode": "train", "epoch": 612, "iter": 113650, "lr": 0.0, "memory": 52051, "data_time": 0.06057, "decode.loss_ce": 0.03347, "decode.acc_seg": 98.43501, "loss": 0.03347, "time": 0.59853} {"mode": "train", "epoch": 612, "iter": 113700, "lr": 0.0, "memory": 52051, "data_time": 0.01411, "decode.loss_ce": 0.03343, "decode.acc_seg": 98.44202, "loss": 0.03343, "time": 0.5493} {"mode": "train", "epoch": 612, "iter": 113750, "lr": 0.0, "memory": 52051, "data_time": 0.01367, "decode.loss_ce": 0.03329, "decode.acc_seg": 98.42047, "loss": 0.03329, "time": 0.54832} {"mode": "train", "epoch": 612, "iter": 113800, "lr": 0.0, "memory": 52051, "data_time": 0.0139, "decode.loss_ce": 0.03408, "decode.acc_seg": 98.39585, "loss": 0.03408, "time": 0.5494} {"mode": "train", "epoch": 613, "iter": 113850, "lr": 0.0, "memory": 52051, "data_time": 0.05946, "decode.loss_ce": 0.03448, "decode.acc_seg": 98.35777, "loss": 0.03448, "time": 0.59697} {"mode": "train", "epoch": 613, "iter": 113900, "lr": 0.0, "memory": 52051, "data_time": 0.01364, "decode.loss_ce": 0.03418, "decode.acc_seg": 98.38759, "loss": 0.03418, "time": 0.54726} {"mode": "train", "epoch": 613, "iter": 113950, "lr": 0.0, "memory": 52051, "data_time": 0.01377, "decode.loss_ce": 0.03392, "decode.acc_seg": 98.41175, "loss": 0.03392, "time": 0.54859} {"mode": "train", "epoch": 613, "iter": 114000, "lr": 0.0, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03322, "decode.acc_seg": 98.42553, "loss": 0.03322, "time": 0.54612} {"mode": "train", "epoch": 614, "iter": 114050, "lr": 0.0, "memory": 52051, "data_time": 0.061, "decode.loss_ce": 0.03267, "decode.acc_seg": 98.44221, "loss": 0.03267, "time": 0.59506} {"mode": "train", "epoch": 614, "iter": 114100, "lr": 0.0, "memory": 52051, "data_time": 0.01375, "decode.loss_ce": 0.03489, "decode.acc_seg": 98.36832, "loss": 0.03489, "time": 0.54641} {"mode": "train", "epoch": 614, "iter": 114150, "lr": 0.0, "memory": 52051, "data_time": 0.01369, "decode.loss_ce": 0.03489, "decode.acc_seg": 98.35384, "loss": 0.03489, "time": 0.54385} {"mode": "train", "epoch": 614, "iter": 114200, "lr": 0.0, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03327, "decode.acc_seg": 98.45434, "loss": 0.03327, "time": 0.54873} {"mode": "train", "epoch": 615, "iter": 114250, "lr": 0.0, "memory": 52051, "data_time": 0.0594, "decode.loss_ce": 0.0333, "decode.acc_seg": 98.41259, "loss": 0.0333, "time": 0.59671} {"mode": "train", "epoch": 615, "iter": 114300, "lr": 0.0, "memory": 52051, "data_time": 0.01412, "decode.loss_ce": 0.03468, "decode.acc_seg": 98.36558, "loss": 0.03468, "time": 0.54811} {"mode": "train", "epoch": 615, "iter": 114350, "lr": 0.0, "memory": 52051, "data_time": 0.01376, "decode.loss_ce": 0.03459, "decode.acc_seg": 98.38161, "loss": 0.03459, "time": 0.5509} {"mode": "train", "epoch": 616, "iter": 114400, "lr": 0.0, "memory": 52051, "data_time": 0.06035, "decode.loss_ce": 0.03441, "decode.acc_seg": 98.39428, "loss": 0.03441, "time": 0.59557} {"mode": "train", "epoch": 616, "iter": 114450, "lr": 0.0, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.03398, "decode.acc_seg": 98.38861, "loss": 0.03398, "time": 0.54891} {"mode": "train", "epoch": 616, "iter": 114500, "lr": 0.0, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03472, "decode.acc_seg": 98.37851, "loss": 0.03472, "time": 0.54802} {"mode": "train", "epoch": 616, "iter": 114550, "lr": 0.0, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03365, "decode.acc_seg": 98.40154, "loss": 0.03365, "time": 0.5471} {"mode": "train", "epoch": 617, "iter": 114600, "lr": 0.0, "memory": 52051, "data_time": 0.06132, "decode.loss_ce": 0.03413, "decode.acc_seg": 98.40441, "loss": 0.03413, "time": 0.5964} {"mode": "train", "epoch": 617, "iter": 114650, "lr": 0.0, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.3965, "loss": 0.03388, "time": 0.54497} {"mode": "train", "epoch": 617, "iter": 114700, "lr": 0.0, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03359, "decode.acc_seg": 98.41332, "loss": 0.03359, "time": 0.54938} {"mode": "train", "epoch": 617, "iter": 114750, "lr": 0.0, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03398, "decode.acc_seg": 98.39931, "loss": 0.03398, "time": 0.54992} {"mode": "train", "epoch": 618, "iter": 114800, "lr": 0.0, "memory": 52051, "data_time": 0.06025, "decode.loss_ce": 0.03324, "decode.acc_seg": 98.44865, "loss": 0.03324, "time": 0.59493} {"mode": "train", "epoch": 618, "iter": 114850, "lr": 0.0, "memory": 52051, "data_time": 0.01285, "decode.loss_ce": 0.03435, "decode.acc_seg": 98.40329, "loss": 0.03435, "time": 0.54836} {"mode": "train", "epoch": 618, "iter": 114900, "lr": 0.0, "memory": 52051, "data_time": 0.01344, "decode.loss_ce": 0.0355, "decode.acc_seg": 98.36015, "loss": 0.0355, "time": 0.54839} {"mode": "train", "epoch": 619, "iter": 114950, "lr": 0.0, "memory": 52051, "data_time": 0.06114, "decode.loss_ce": 0.03336, "decode.acc_seg": 98.43391, "loss": 0.03336, "time": 0.59587} {"mode": "train", "epoch": 619, "iter": 115000, "lr": 0.0, "memory": 52051, "data_time": 0.01376, "decode.loss_ce": 0.03425, "decode.acc_seg": 98.40385, "loss": 0.03425, "time": 0.54928} {"mode": "train", "epoch": 619, "iter": 115050, "lr": 0.0, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03446, "decode.acc_seg": 98.39514, "loss": 0.03446, "time": 0.55012} {"mode": "train", "epoch": 619, "iter": 115100, "lr": 0.0, "memory": 52051, "data_time": 0.01367, "decode.loss_ce": 0.03518, "decode.acc_seg": 98.34093, "loss": 0.03518, "time": 0.54792} {"mode": "train", "epoch": 620, "iter": 115150, "lr": 0.0, "memory": 52051, "data_time": 0.06041, "decode.loss_ce": 0.03399, "decode.acc_seg": 98.37699, "loss": 0.03399, "time": 0.599} {"mode": "train", "epoch": 620, "iter": 115200, "lr": 0.0, "memory": 52051, "data_time": 0.01286, "decode.loss_ce": 0.0332, "decode.acc_seg": 98.41956, "loss": 0.0332, "time": 0.54624} {"mode": "train", "epoch": 620, "iter": 115250, "lr": 0.0, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.03334, "decode.acc_seg": 98.41934, "loss": 0.03334, "time": 0.54971} {"mode": "train", "epoch": 620, "iter": 115300, "lr": 0.0, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.03383, "decode.acc_seg": 98.40286, "loss": 0.03383, "time": 0.54821} {"mode": "train", "epoch": 621, "iter": 115350, "lr": 0.0, "memory": 52051, "data_time": 0.0603, "decode.loss_ce": 0.03272, "decode.acc_seg": 98.44075, "loss": 0.03272, "time": 0.59756} {"mode": "train", "epoch": 621, "iter": 115400, "lr": 0.0, "memory": 52051, "data_time": 0.01402, "decode.loss_ce": 0.0336, "decode.acc_seg": 98.42141, "loss": 0.0336, "time": 0.54936} {"mode": "train", "epoch": 621, "iter": 115450, "lr": 0.0, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03372, "decode.acc_seg": 98.39586, "loss": 0.03372, "time": 0.54691} {"mode": "train", "epoch": 621, "iter": 115500, "lr": 0.0, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03399, "decode.acc_seg": 98.38898, "loss": 0.03399, "time": 0.54825} {"mode": "train", "epoch": 622, "iter": 115550, "lr": 0.0, "memory": 52051, "data_time": 0.06002, "decode.loss_ce": 0.03271, "decode.acc_seg": 98.43459, "loss": 0.03271, "time": 0.59761} {"mode": "train", "epoch": 622, "iter": 115600, "lr": 0.0, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03383, "decode.acc_seg": 98.39604, "loss": 0.03383, "time": 0.54785} {"mode": "train", "epoch": 622, "iter": 115650, "lr": 0.0, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.03417, "decode.acc_seg": 98.39324, "loss": 0.03417, "time": 0.54839} {"mode": "train", "epoch": 623, "iter": 115700, "lr": 0.0, "memory": 52051, "data_time": 0.05995, "decode.loss_ce": 0.03342, "decode.acc_seg": 98.3944, "loss": 0.03342, "time": 0.59785} {"mode": "train", "epoch": 623, "iter": 115750, "lr": 0.0, "memory": 52051, "data_time": 0.01371, "decode.loss_ce": 0.03445, "decode.acc_seg": 98.35652, "loss": 0.03445, "time": 0.54718} {"mode": "train", "epoch": 623, "iter": 115800, "lr": 0.0, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.03385, "decode.acc_seg": 98.39182, "loss": 0.03385, "time": 0.54798} {"mode": "train", "epoch": 623, "iter": 115850, "lr": 0.0, "memory": 52051, "data_time": 0.01374, "decode.loss_ce": 0.03354, "decode.acc_seg": 98.41913, "loss": 0.03354, "time": 0.54282} {"mode": "train", "epoch": 624, "iter": 115900, "lr": 0.0, "memory": 52051, "data_time": 0.05975, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.40441, "loss": 0.03388, "time": 0.59558} {"mode": "train", "epoch": 624, "iter": 115950, "lr": 0.0, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03471, "decode.acc_seg": 98.35323, "loss": 0.03471, "time": 0.5457} {"mode": "train", "epoch": 624, "iter": 116000, "lr": 0.0, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03348, "decode.acc_seg": 98.41107, "loss": 0.03348, "time": 0.54877} {"mode": "train", "epoch": 624, "iter": 116050, "lr": 0.0, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03323, "decode.acc_seg": 98.42846, "loss": 0.03323, "time": 0.54824} {"mode": "train", "epoch": 625, "iter": 116100, "lr": 0.0, "memory": 52051, "data_time": 0.06041, "decode.loss_ce": 0.03286, "decode.acc_seg": 98.43881, "loss": 0.03286, "time": 0.59615} {"mode": "train", "epoch": 625, "iter": 116150, "lr": 0.0, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03435, "decode.acc_seg": 98.38119, "loss": 0.03435, "time": 0.54952} {"mode": "train", "epoch": 625, "iter": 116200, "lr": 0.0, "memory": 52051, "data_time": 0.01401, "decode.loss_ce": 0.03358, "decode.acc_seg": 98.42254, "loss": 0.03358, "time": 0.54655} {"mode": "train", "epoch": 625, "iter": 116250, "lr": 0.0, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.03327, "decode.acc_seg": 98.43182, "loss": 0.03327, "time": 0.5478} {"mode": "train", "epoch": 626, "iter": 116300, "lr": 0.0, "memory": 52051, "data_time": 0.06073, "decode.loss_ce": 0.03457, "decode.acc_seg": 98.37535, "loss": 0.03457, "time": 0.5967} {"mode": "train", "epoch": 626, "iter": 116350, "lr": 0.0, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.03426, "decode.acc_seg": 98.38082, "loss": 0.03426, "time": 0.54691} {"mode": "train", "epoch": 626, "iter": 116400, "lr": 0.0, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.03423, "decode.acc_seg": 98.39967, "loss": 0.03423, "time": 0.5478} {"mode": "train", "epoch": 627, "iter": 116450, "lr": 0.0, "memory": 52051, "data_time": 0.06019, "decode.loss_ce": 0.03364, "decode.acc_seg": 98.40012, "loss": 0.03364, "time": 0.59875} {"mode": "train", "epoch": 627, "iter": 116500, "lr": 0.0, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.03222, "decode.acc_seg": 98.43689, "loss": 0.03222, "time": 0.54706} {"mode": "train", "epoch": 627, "iter": 116550, "lr": 0.0, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.03353, "decode.acc_seg": 98.43321, "loss": 0.03353, "time": 0.55004} {"mode": "train", "epoch": 627, "iter": 116600, "lr": 0.0, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03399, "decode.acc_seg": 98.39193, "loss": 0.03399, "time": 0.54391} {"mode": "train", "epoch": 628, "iter": 116650, "lr": 0.0, "memory": 52051, "data_time": 0.06142, "decode.loss_ce": 0.03453, "decode.acc_seg": 98.3718, "loss": 0.03453, "time": 0.59797} {"mode": "train", "epoch": 628, "iter": 116700, "lr": 0.0, "memory": 52051, "data_time": 0.01407, "decode.loss_ce": 0.03418, "decode.acc_seg": 98.38445, "loss": 0.03418, "time": 0.55043} {"mode": "train", "epoch": 628, "iter": 116750, "lr": 0.0, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.0329, "decode.acc_seg": 98.45637, "loss": 0.0329, "time": 0.55122} {"mode": "train", "epoch": 628, "iter": 116800, "lr": 0.0, "memory": 52051, "data_time": 0.01383, "decode.loss_ce": 0.03503, "decode.acc_seg": 98.37037, "loss": 0.03503, "time": 0.54606} {"mode": "train", "epoch": 629, "iter": 116850, "lr": 0.0, "memory": 52051, "data_time": 0.06056, "decode.loss_ce": 0.03354, "decode.acc_seg": 98.40233, "loss": 0.03354, "time": 0.59542} {"mode": "train", "epoch": 629, "iter": 116900, "lr": 0.0, "memory": 52051, "data_time": 0.01375, "decode.loss_ce": 0.0335, "decode.acc_seg": 98.44567, "loss": 0.0335, "time": 0.54775} {"mode": "train", "epoch": 629, "iter": 116950, "lr": 0.0, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.0345, "decode.acc_seg": 98.38469, "loss": 0.0345, "time": 0.54919} {"mode": "train", "epoch": 630, "iter": 117000, "lr": 0.0, "memory": 52051, "data_time": 0.06008, "decode.loss_ce": 0.03423, "decode.acc_seg": 98.38218, "loss": 0.03423, "time": 0.59457} {"mode": "train", "epoch": 630, "iter": 117050, "lr": 0.0, "memory": 52051, "data_time": 0.01362, "decode.loss_ce": 0.03354, "decode.acc_seg": 98.41074, "loss": 0.03354, "time": 0.54285} {"mode": "train", "epoch": 630, "iter": 117100, "lr": 0.0, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.0333, "decode.acc_seg": 98.41673, "loss": 0.0333, "time": 0.54875} {"mode": "train", "epoch": 630, "iter": 117150, "lr": 0.0, "memory": 52051, "data_time": 0.01335, "decode.loss_ce": 0.03392, "decode.acc_seg": 98.41127, "loss": 0.03392, "time": 0.54752} {"mode": "train", "epoch": 631, "iter": 117200, "lr": 0.0, "memory": 52051, "data_time": 0.06023, "decode.loss_ce": 0.03391, "decode.acc_seg": 98.37233, "loss": 0.03391, "time": 0.59049} {"mode": "train", "epoch": 631, "iter": 117250, "lr": 0.0, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03502, "decode.acc_seg": 98.37123, "loss": 0.03502, "time": 0.54881} {"mode": "train", "epoch": 631, "iter": 117300, "lr": 0.0, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03341, "decode.acc_seg": 98.4065, "loss": 0.03341, "time": 0.5488} {"mode": "train", "epoch": 631, "iter": 117350, "lr": 0.0, "memory": 52051, "data_time": 0.01389, "decode.loss_ce": 0.03317, "decode.acc_seg": 98.43842, "loss": 0.03317, "time": 0.55005} {"mode": "train", "epoch": 632, "iter": 117400, "lr": 0.0, "memory": 52051, "data_time": 0.06117, "decode.loss_ce": 0.03255, "decode.acc_seg": 98.44367, "loss": 0.03255, "time": 0.5974} {"mode": "train", "epoch": 632, "iter": 117450, "lr": 0.0, "memory": 52051, "data_time": 0.01369, "decode.loss_ce": 0.03377, "decode.acc_seg": 98.3964, "loss": 0.03377, "time": 0.54821} {"mode": "train", "epoch": 632, "iter": 117500, "lr": 0.0, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.03279, "decode.acc_seg": 98.44887, "loss": 0.03279, "time": 0.54898} {"mode": "train", "epoch": 632, "iter": 117550, "lr": 0.0, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.0333, "decode.acc_seg": 98.42734, "loss": 0.0333, "time": 0.54654} {"mode": "train", "epoch": 633, "iter": 117600, "lr": 0.0, "memory": 52051, "data_time": 0.0607, "decode.loss_ce": 0.03427, "decode.acc_seg": 98.38023, "loss": 0.03427, "time": 0.59838} {"mode": "train", "epoch": 633, "iter": 117650, "lr": 0.0, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03342, "decode.acc_seg": 98.40579, "loss": 0.03342, "time": 0.54763} {"mode": "train", "epoch": 633, "iter": 117700, "lr": 0.0, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03424, "decode.acc_seg": 98.40557, "loss": 0.03424, "time": 0.5475} {"mode": "train", "epoch": 634, "iter": 117750, "lr": 0.0, "memory": 52051, "data_time": 0.06053, "decode.loss_ce": 0.03363, "decode.acc_seg": 98.43732, "loss": 0.03363, "time": 0.59527} {"mode": "train", "epoch": 634, "iter": 117800, "lr": 0.0, "memory": 52051, "data_time": 0.01284, "decode.loss_ce": 0.03479, "decode.acc_seg": 98.3653, "loss": 0.03479, "time": 0.54923} {"mode": "train", "epoch": 634, "iter": 117850, "lr": 0.0, "memory": 52051, "data_time": 0.01373, "decode.loss_ce": 0.03332, "decode.acc_seg": 98.42141, "loss": 0.03332, "time": 0.54978} {"mode": "train", "epoch": 634, "iter": 117900, "lr": 0.0, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.03255, "decode.acc_seg": 98.44452, "loss": 0.03255, "time": 0.54752} {"mode": "train", "epoch": 635, "iter": 117950, "lr": 0.0, "memory": 52051, "data_time": 0.06042, "decode.loss_ce": 0.03309, "decode.acc_seg": 98.43246, "loss": 0.03309, "time": 0.59498} {"mode": "train", "epoch": 635, "iter": 118000, "lr": 0.0, "memory": 52051, "data_time": 0.01271, "decode.loss_ce": 0.03412, "decode.acc_seg": 98.39705, "loss": 0.03412, "time": 0.5449} {"mode": "train", "epoch": 635, "iter": 118050, "lr": 0.0, "memory": 52051, "data_time": 0.01282, "decode.loss_ce": 0.03408, "decode.acc_seg": 98.39927, "loss": 0.03408, "time": 0.54802} {"mode": "train", "epoch": 635, "iter": 118100, "lr": 0.0, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.39912, "loss": 0.03388, "time": 0.54598} {"mode": "train", "epoch": 636, "iter": 118150, "lr": 0.0, "memory": 52051, "data_time": 0.06044, "decode.loss_ce": 0.03341, "decode.acc_seg": 98.42887, "loss": 0.03341, "time": 0.59325} {"mode": "train", "epoch": 636, "iter": 118200, "lr": 0.0, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03407, "decode.acc_seg": 98.39013, "loss": 0.03407, "time": 0.54923} {"mode": "train", "epoch": 636, "iter": 118250, "lr": 0.0, "memory": 52051, "data_time": 0.01368, "decode.loss_ce": 0.03308, "decode.acc_seg": 98.43547, "loss": 0.03308, "time": 0.54649} {"mode": "train", "epoch": 637, "iter": 118300, "lr": 0.0, "memory": 52051, "data_time": 0.06033, "decode.loss_ce": 0.03387, "decode.acc_seg": 98.40631, "loss": 0.03387, "time": 0.59826} {"mode": "train", "epoch": 637, "iter": 118350, "lr": 0.0, "memory": 52051, "data_time": 0.01282, "decode.loss_ce": 0.03536, "decode.acc_seg": 98.34137, "loss": 0.03536, "time": 0.54826} {"mode": "train", "epoch": 637, "iter": 118400, "lr": 0.0, "memory": 52051, "data_time": 0.01387, "decode.loss_ce": 0.03409, "decode.acc_seg": 98.39066, "loss": 0.03409, "time": 0.54787} {"mode": "train", "epoch": 637, "iter": 118450, "lr": 0.0, "memory": 52051, "data_time": 0.01381, "decode.loss_ce": 0.03404, "decode.acc_seg": 98.4008, "loss": 0.03404, "time": 0.54818} {"mode": "train", "epoch": 638, "iter": 118500, "lr": 0.0, "memory": 52051, "data_time": 0.06009, "decode.loss_ce": 0.03299, "decode.acc_seg": 98.44271, "loss": 0.03299, "time": 0.59936} {"mode": "train", "epoch": 638, "iter": 118550, "lr": 0.0, "memory": 52051, "data_time": 0.01266, "decode.loss_ce": 0.03366, "decode.acc_seg": 98.40882, "loss": 0.03366, "time": 0.54623} {"mode": "train", "epoch": 638, "iter": 118600, "lr": 0.0, "memory": 52051, "data_time": 0.01291, "decode.loss_ce": 0.0343, "decode.acc_seg": 98.40001, "loss": 0.0343, "time": 0.54951} {"mode": "train", "epoch": 638, "iter": 118650, "lr": 0.0, "memory": 52051, "data_time": 0.01258, "decode.loss_ce": 0.03321, "decode.acc_seg": 98.42063, "loss": 0.03321, "time": 0.54467} {"mode": "train", "epoch": 639, "iter": 118700, "lr": 0.0, "memory": 52051, "data_time": 0.05854, "decode.loss_ce": 0.03421, "decode.acc_seg": 98.39024, "loss": 0.03421, "time": 0.59475} {"mode": "train", "epoch": 639, "iter": 118750, "lr": 0.0, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.0324, "decode.acc_seg": 98.44918, "loss": 0.0324, "time": 0.54701} {"mode": "train", "epoch": 639, "iter": 118800, "lr": 0.0, "memory": 52051, "data_time": 0.01243, "decode.loss_ce": 0.03428, "decode.acc_seg": 98.36986, "loss": 0.03428, "time": 0.54881} {"mode": "train", "epoch": 639, "iter": 118850, "lr": 0.0, "memory": 52051, "data_time": 0.01207, "decode.loss_ce": 0.03472, "decode.acc_seg": 98.3812, "loss": 0.03472, "time": 0.54509} {"mode": "train", "epoch": 640, "iter": 118900, "lr": 0.0, "memory": 52051, "data_time": 0.05969, "decode.loss_ce": 0.03409, "decode.acc_seg": 98.39706, "loss": 0.03409, "time": 0.596} {"mode": "train", "epoch": 640, "iter": 118950, "lr": 0.0, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.03487, "decode.acc_seg": 98.37266, "loss": 0.03487, "time": 0.54775} {"mode": "train", "epoch": 640, "iter": 119000, "lr": 0.0, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03499, "decode.acc_seg": 98.38721, "loss": 0.03499, "time": 0.54796} {"mode": "train", "epoch": 641, "iter": 119050, "lr": 0.0, "memory": 52051, "data_time": 0.05889, "decode.loss_ce": 0.03282, "decode.acc_seg": 98.43181, "loss": 0.03282, "time": 0.59775} {"mode": "train", "epoch": 641, "iter": 119100, "lr": 0.0, "memory": 52051, "data_time": 0.0125, "decode.loss_ce": 0.03463, "decode.acc_seg": 98.38712, "loss": 0.03463, "time": 0.54866} {"mode": "train", "epoch": 641, "iter": 119150, "lr": 0.0, "memory": 52051, "data_time": 0.0128, "decode.loss_ce": 0.03305, "decode.acc_seg": 98.43927, "loss": 0.03305, "time": 0.54995} {"mode": "train", "epoch": 641, "iter": 119200, "lr": 0.0, "memory": 52051, "data_time": 0.01264, "decode.loss_ce": 0.03309, "decode.acc_seg": 98.44873, "loss": 0.03309, "time": 0.54575} {"mode": "train", "epoch": 642, "iter": 119250, "lr": 0.0, "memory": 52051, "data_time": 0.05971, "decode.loss_ce": 0.03384, "decode.acc_seg": 98.41281, "loss": 0.03384, "time": 0.598} {"mode": "train", "epoch": 642, "iter": 119300, "lr": 0.0, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.03514, "decode.acc_seg": 98.33307, "loss": 0.03514, "time": 0.55088} {"mode": "train", "epoch": 642, "iter": 119350, "lr": 0.0, "memory": 52051, "data_time": 0.01271, "decode.loss_ce": 0.03298, "decode.acc_seg": 98.45, "loss": 0.03298, "time": 0.54764} {"mode": "train", "epoch": 642, "iter": 119400, "lr": 0.0, "memory": 52051, "data_time": 0.01298, "decode.loss_ce": 0.03476, "decode.acc_seg": 98.39433, "loss": 0.03476, "time": 0.54771} {"mode": "train", "epoch": 643, "iter": 119450, "lr": 0.0, "memory": 52051, "data_time": 0.06018, "decode.loss_ce": 0.03402, "decode.acc_seg": 98.42624, "loss": 0.03402, "time": 0.59781} {"mode": "train", "epoch": 643, "iter": 119500, "lr": 0.0, "memory": 52051, "data_time": 0.01245, "decode.loss_ce": 0.03322, "decode.acc_seg": 98.41326, "loss": 0.03322, "time": 0.54755} {"mode": "train", "epoch": 643, "iter": 119550, "lr": 0.0, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.03322, "decode.acc_seg": 98.42933, "loss": 0.03322, "time": 0.54763} {"mode": "train", "epoch": 644, "iter": 119600, "lr": 0.0, "memory": 52051, "data_time": 0.06, "decode.loss_ce": 0.03392, "decode.acc_seg": 98.40274, "loss": 0.03392, "time": 0.5973} {"mode": "train", "epoch": 644, "iter": 119650, "lr": 0.0, "memory": 52051, "data_time": 0.01276, "decode.loss_ce": 0.03252, "decode.acc_seg": 98.44596, "loss": 0.03252, "time": 0.54724} {"mode": "train", "epoch": 644, "iter": 119700, "lr": 0.0, "memory": 52051, "data_time": 0.01262, "decode.loss_ce": 0.03436, "decode.acc_seg": 98.37755, "loss": 0.03436, "time": 0.54934} {"mode": "train", "epoch": 644, "iter": 119750, "lr": 0.0, "memory": 52051, "data_time": 0.01256, "decode.loss_ce": 0.03456, "decode.acc_seg": 98.36929, "loss": 0.03456, "time": 0.54867} {"mode": "train", "epoch": 645, "iter": 119800, "lr": 0.0, "memory": 52051, "data_time": 0.05899, "decode.loss_ce": 0.03317, "decode.acc_seg": 98.42071, "loss": 0.03317, "time": 0.59689} {"mode": "train", "epoch": 645, "iter": 119850, "lr": 0.0, "memory": 52051, "data_time": 0.01213, "decode.loss_ce": 0.0331, "decode.acc_seg": 98.41744, "loss": 0.0331, "time": 0.54608} {"mode": "train", "epoch": 645, "iter": 119900, "lr": 0.0, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.03412, "decode.acc_seg": 98.39263, "loss": 0.03412, "time": 0.54791} {"mode": "train", "epoch": 645, "iter": 119950, "lr": 0.0, "memory": 52051, "data_time": 0.01288, "decode.loss_ce": 0.03406, "decode.acc_seg": 98.41213, "loss": 0.03406, "time": 0.54841} {"mode": "train", "epoch": 646, "iter": 120000, "lr": 0.0, "memory": 52051, "data_time": 0.05949, "decode.loss_ce": 0.03364, "decode.acc_seg": 98.42738, "loss": 0.03364, "time": 0.59666} {"mode": "train", "epoch": 646, "iter": 120050, "lr": 0.0, "memory": 52051, "data_time": 0.01295, "decode.loss_ce": 0.035, "decode.acc_seg": 98.35003, "loss": 0.035, "time": 0.54705} {"mode": "train", "epoch": 646, "iter": 120100, "lr": 0.0, "memory": 52051, "data_time": 0.01233, "decode.loss_ce": 0.03462, "decode.acc_seg": 98.36739, "loss": 0.03462, "time": 0.5455} {"mode": "train", "epoch": 646, "iter": 120150, "lr": 0.0, "memory": 52051, "data_time": 0.0128, "decode.loss_ce": 0.03328, "decode.acc_seg": 98.43953, "loss": 0.03328, "time": 0.5491} {"mode": "train", "epoch": 647, "iter": 120200, "lr": 0.0, "memory": 52051, "data_time": 0.05934, "decode.loss_ce": 0.03309, "decode.acc_seg": 98.44615, "loss": 0.03309, "time": 0.59467} {"mode": "train", "epoch": 647, "iter": 120250, "lr": 0.0, "memory": 52051, "data_time": 0.01301, "decode.loss_ce": 0.03478, "decode.acc_seg": 98.37349, "loss": 0.03478, "time": 0.54723} {"mode": "train", "epoch": 647, "iter": 120300, "lr": 0.0, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.03309, "decode.acc_seg": 98.42555, "loss": 0.03309, "time": 0.54334} {"mode": "train", "epoch": 648, "iter": 120350, "lr": 0.0, "memory": 52051, "data_time": 0.06007, "decode.loss_ce": 0.03407, "decode.acc_seg": 98.39633, "loss": 0.03407, "time": 0.5943} {"mode": "train", "epoch": 648, "iter": 120400, "lr": 0.0, "memory": 52051, "data_time": 0.01251, "decode.loss_ce": 0.03445, "decode.acc_seg": 98.37412, "loss": 0.03445, "time": 0.54677} {"mode": "train", "epoch": 648, "iter": 120450, "lr": 0.0, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.03498, "decode.acc_seg": 98.36749, "loss": 0.03498, "time": 0.54911} {"mode": "train", "epoch": 648, "iter": 120500, "lr": 0.0, "memory": 52051, "data_time": 0.01253, "decode.loss_ce": 0.03294, "decode.acc_seg": 98.42919, "loss": 0.03294, "time": 0.54862} {"mode": "train", "epoch": 649, "iter": 120550, "lr": 0.0, "memory": 52051, "data_time": 0.05958, "decode.loss_ce": 0.0334, "decode.acc_seg": 98.40253, "loss": 0.0334, "time": 0.59722} {"mode": "train", "epoch": 649, "iter": 120600, "lr": 0.0, "memory": 52051, "data_time": 0.01322, "decode.loss_ce": 0.03348, "decode.acc_seg": 98.43398, "loss": 0.03348, "time": 0.54974} {"mode": "train", "epoch": 649, "iter": 120650, "lr": 0.0, "memory": 52051, "data_time": 0.01288, "decode.loss_ce": 0.03437, "decode.acc_seg": 98.38722, "loss": 0.03437, "time": 0.54651} {"mode": "train", "epoch": 649, "iter": 120700, "lr": 0.0, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03432, "decode.acc_seg": 98.37152, "loss": 0.03432, "time": 0.55017} {"mode": "train", "epoch": 650, "iter": 120750, "lr": 0.0, "memory": 52051, "data_time": 0.0591, "decode.loss_ce": 0.03359, "decode.acc_seg": 98.43196, "loss": 0.03359, "time": 0.59742} {"mode": "train", "epoch": 650, "iter": 120800, "lr": 0.0, "memory": 52051, "data_time": 0.01285, "decode.loss_ce": 0.03587, "decode.acc_seg": 98.33775, "loss": 0.03587, "time": 0.54558} {"mode": "train", "epoch": 650, "iter": 120850, "lr": 0.0, "memory": 52051, "data_time": 0.01268, "decode.loss_ce": 0.03408, "decode.acc_seg": 98.41179, "loss": 0.03408, "time": 0.5464} {"mode": "train", "epoch": 650, "iter": 120900, "lr": 0.0, "memory": 52051, "data_time": 0.01257, "decode.loss_ce": 0.03474, "decode.acc_seg": 98.35486, "loss": 0.03474, "time": 0.54864} {"mode": "train", "epoch": 651, "iter": 120950, "lr": 0.0, "memory": 52051, "data_time": 0.0598, "decode.loss_ce": 0.03359, "decode.acc_seg": 98.41545, "loss": 0.03359, "time": 0.59784} {"mode": "train", "epoch": 651, "iter": 121000, "lr": 0.0, "memory": 52051, "data_time": 0.01281, "decode.loss_ce": 0.03382, "decode.acc_seg": 98.40287, "loss": 0.03382, "time": 0.54823} {"mode": "train", "epoch": 651, "iter": 121050, "lr": 0.0, "memory": 52051, "data_time": 0.01296, "decode.loss_ce": 0.03439, "decode.acc_seg": 98.36616, "loss": 0.03439, "time": 0.54568} {"mode": "train", "epoch": 652, "iter": 121100, "lr": 0.0, "memory": 52051, "data_time": 0.06019, "decode.loss_ce": 0.03346, "decode.acc_seg": 98.41826, "loss": 0.03346, "time": 0.59715} {"mode": "train", "epoch": 652, "iter": 121150, "lr": 0.0, "memory": 52051, "data_time": 0.01254, "decode.loss_ce": 0.03356, "decode.acc_seg": 98.41939, "loss": 0.03356, "time": 0.54565} {"mode": "train", "epoch": 652, "iter": 121200, "lr": 0.0, "memory": 52051, "data_time": 0.01277, "decode.loss_ce": 0.03448, "decode.acc_seg": 98.37775, "loss": 0.03448, "time": 0.54901} {"mode": "train", "epoch": 652, "iter": 121250, "lr": 0.0, "memory": 52051, "data_time": 0.01255, "decode.loss_ce": 0.03227, "decode.acc_seg": 98.46711, "loss": 0.03227, "time": 0.54707} {"mode": "train", "epoch": 653, "iter": 121300, "lr": 0.0, "memory": 52051, "data_time": 0.05975, "decode.loss_ce": 0.03396, "decode.acc_seg": 98.35797, "loss": 0.03396, "time": 0.59627} {"mode": "train", "epoch": 653, "iter": 121350, "lr": 0.0, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.03365, "decode.acc_seg": 98.41442, "loss": 0.03365, "time": 0.55124} {"mode": "train", "epoch": 653, "iter": 121400, "lr": 0.0, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03385, "decode.acc_seg": 98.42171, "loss": 0.03385, "time": 0.54876} {"mode": "train", "epoch": 653, "iter": 121450, "lr": 0.0, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.03262, "decode.acc_seg": 98.45486, "loss": 0.03262, "time": 0.54456} {"mode": "train", "epoch": 654, "iter": 121500, "lr": 0.0, "memory": 52051, "data_time": 0.05993, "decode.loss_ce": 0.03299, "decode.acc_seg": 98.42901, "loss": 0.03299, "time": 0.596} {"mode": "train", "epoch": 654, "iter": 121550, "lr": 0.0, "memory": 52051, "data_time": 0.01255, "decode.loss_ce": 0.03472, "decode.acc_seg": 98.39211, "loss": 0.03472, "time": 0.54779} {"mode": "train", "epoch": 654, "iter": 121600, "lr": 0.0, "memory": 52051, "data_time": 0.01299, "decode.loss_ce": 0.03348, "decode.acc_seg": 98.42894, "loss": 0.03348, "time": 0.54681} {"mode": "train", "epoch": 655, "iter": 121650, "lr": 0.0, "memory": 52051, "data_time": 0.05841, "decode.loss_ce": 0.03394, "decode.acc_seg": 98.40712, "loss": 0.03394, "time": 0.59784} {"mode": "train", "epoch": 655, "iter": 121700, "lr": 0.0, "memory": 52051, "data_time": 0.01269, "decode.loss_ce": 0.03413, "decode.acc_seg": 98.3662, "loss": 0.03413, "time": 0.54764} {"mode": "train", "epoch": 655, "iter": 121750, "lr": 0.0, "memory": 52051, "data_time": 0.01264, "decode.loss_ce": 0.03428, "decode.acc_seg": 98.40078, "loss": 0.03428, "time": 0.54694} {"mode": "train", "epoch": 655, "iter": 121800, "lr": 0.0, "memory": 52051, "data_time": 0.01254, "decode.loss_ce": 0.03371, "decode.acc_seg": 98.41219, "loss": 0.03371, "time": 0.54758} {"mode": "train", "epoch": 656, "iter": 121850, "lr": 0.0, "memory": 52051, "data_time": 0.05982, "decode.loss_ce": 0.03344, "decode.acc_seg": 98.42143, "loss": 0.03344, "time": 0.59356} {"mode": "train", "epoch": 656, "iter": 121900, "lr": 0.0, "memory": 52051, "data_time": 0.0129, "decode.loss_ce": 0.03291, "decode.acc_seg": 98.45162, "loss": 0.03291, "time": 0.54672} {"mode": "train", "epoch": 656, "iter": 121950, "lr": 0.0, "memory": 52051, "data_time": 0.01273, "decode.loss_ce": 0.03249, "decode.acc_seg": 98.44258, "loss": 0.03249, "time": 0.54887} {"mode": "train", "epoch": 656, "iter": 122000, "lr": 0.0, "memory": 52051, "data_time": 0.0127, "decode.loss_ce": 0.0324, "decode.acc_seg": 98.43678, "loss": 0.0324, "time": 0.54686} {"mode": "train", "epoch": 657, "iter": 122050, "lr": 0.0, "memory": 52051, "data_time": 0.05902, "decode.loss_ce": 0.03447, "decode.acc_seg": 98.38608, "loss": 0.03447, "time": 0.59} {"mode": "train", "epoch": 657, "iter": 122100, "lr": 0.0, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03337, "decode.acc_seg": 98.43134, "loss": 0.03337, "time": 0.54847} {"mode": "train", "epoch": 657, "iter": 122150, "lr": 0.0, "memory": 52051, "data_time": 0.01307, "decode.loss_ce": 0.03287, "decode.acc_seg": 98.43144, "loss": 0.03287, "time": 0.54856} {"mode": "train", "epoch": 657, "iter": 122200, "lr": 0.0, "memory": 52051, "data_time": 0.01278, "decode.loss_ce": 0.03421, "decode.acc_seg": 98.38561, "loss": 0.03421, "time": 0.5478} {"mode": "train", "epoch": 658, "iter": 122250, "lr": 0.0, "memory": 52051, "data_time": 0.06027, "decode.loss_ce": 0.03317, "decode.acc_seg": 98.42443, "loss": 0.03317, "time": 0.59596} {"mode": "train", "epoch": 658, "iter": 122300, "lr": 0.0, "memory": 52051, "data_time": 0.01249, "decode.loss_ce": 0.0341, "decode.acc_seg": 98.3953, "loss": 0.0341, "time": 0.54476} {"mode": "train", "epoch": 658, "iter": 122350, "lr": 0.0, "memory": 52051, "data_time": 0.01268, "decode.loss_ce": 0.0351, "decode.acc_seg": 98.35612, "loss": 0.0351, "time": 0.5479} {"mode": "train", "epoch": 659, "iter": 122400, "lr": 0.0, "memory": 52051, "data_time": 0.05935, "decode.loss_ce": 0.03414, "decode.acc_seg": 98.41347, "loss": 0.03414, "time": 0.59684} {"mode": "train", "epoch": 659, "iter": 122450, "lr": 0.0, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.03432, "decode.acc_seg": 98.39505, "loss": 0.03432, "time": 0.54676} {"mode": "train", "epoch": 659, "iter": 122500, "lr": 0.0, "memory": 52051, "data_time": 0.01362, "decode.loss_ce": 0.03235, "decode.acc_seg": 98.47066, "loss": 0.03235, "time": 0.54771} {"mode": "train", "epoch": 659, "iter": 122550, "lr": 0.0, "memory": 52051, "data_time": 0.01301, "decode.loss_ce": 0.03317, "decode.acc_seg": 98.45007, "loss": 0.03317, "time": 0.54832} {"mode": "train", "epoch": 660, "iter": 122600, "lr": 0.0, "memory": 52051, "data_time": 0.05996, "decode.loss_ce": 0.03383, "decode.acc_seg": 98.40719, "loss": 0.03383, "time": 0.59638} {"mode": "train", "epoch": 660, "iter": 122650, "lr": 0.0, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.0341, "decode.acc_seg": 98.40958, "loss": 0.0341, "time": 0.5488} {"mode": "train", "epoch": 660, "iter": 122700, "lr": 0.0, "memory": 52051, "data_time": 0.01337, "decode.loss_ce": 0.03367, "decode.acc_seg": 98.42783, "loss": 0.03367, "time": 0.549} {"mode": "train", "epoch": 660, "iter": 122750, "lr": 0.0, "memory": 52051, "data_time": 0.01363, "decode.loss_ce": 0.03372, "decode.acc_seg": 98.39211, "loss": 0.03372, "time": 0.54818} {"mode": "train", "epoch": 661, "iter": 122800, "lr": 0.0, "memory": 52051, "data_time": 0.05967, "decode.loss_ce": 0.03259, "decode.acc_seg": 98.45596, "loss": 0.03259, "time": 0.5974} {"mode": "train", "epoch": 661, "iter": 122850, "lr": 0.0, "memory": 52051, "data_time": 0.01382, "decode.loss_ce": 0.03362, "decode.acc_seg": 98.42285, "loss": 0.03362, "time": 0.54989} {"mode": "train", "epoch": 661, "iter": 122900, "lr": 0.0, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.03332, "decode.acc_seg": 98.41077, "loss": 0.03332, "time": 0.54781} {"mode": "train", "epoch": 662, "iter": 122950, "lr": 0.0, "memory": 52051, "data_time": 0.06082, "decode.loss_ce": 0.03427, "decode.acc_seg": 98.38076, "loss": 0.03427, "time": 0.59521} {"mode": "train", "epoch": 662, "iter": 123000, "lr": 0.0, "memory": 52051, "data_time": 0.01384, "decode.loss_ce": 0.03385, "decode.acc_seg": 98.3984, "loss": 0.03385, "time": 0.54792} {"mode": "train", "epoch": 662, "iter": 123050, "lr": 0.0, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.42396, "loss": 0.03388, "time": 0.54641} {"mode": "train", "epoch": 662, "iter": 123100, "lr": 0.0, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.0336, "decode.acc_seg": 98.42244, "loss": 0.0336, "time": 0.54562} {"mode": "train", "epoch": 663, "iter": 123150, "lr": 0.0, "memory": 52051, "data_time": 0.06001, "decode.loss_ce": 0.03286, "decode.acc_seg": 98.43893, "loss": 0.03286, "time": 0.59618} {"mode": "train", "epoch": 663, "iter": 123200, "lr": 0.0, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.03347, "decode.acc_seg": 98.40289, "loss": 0.03347, "time": 0.55081} {"mode": "train", "epoch": 663, "iter": 123250, "lr": 0.0, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.0338, "decode.acc_seg": 98.39656, "loss": 0.0338, "time": 0.5498} {"mode": "train", "epoch": 663, "iter": 123300, "lr": 0.0, "memory": 52051, "data_time": 0.01251, "decode.loss_ce": 0.03328, "decode.acc_seg": 98.43259, "loss": 0.03328, "time": 0.54751} {"mode": "train", "epoch": 664, "iter": 123350, "lr": 0.0, "memory": 52051, "data_time": 0.0616, "decode.loss_ce": 0.03323, "decode.acc_seg": 98.41579, "loss": 0.03323, "time": 0.59722} {"mode": "train", "epoch": 664, "iter": 123400, "lr": 0.0, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03267, "decode.acc_seg": 98.45524, "loss": 0.03267, "time": 0.54677} {"mode": "train", "epoch": 664, "iter": 123450, "lr": 0.0, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03327, "decode.acc_seg": 98.41728, "loss": 0.03327, "time": 0.54844} {"mode": "train", "epoch": 664, "iter": 123500, "lr": 0.0, "memory": 52051, "data_time": 0.01265, "decode.loss_ce": 0.03347, "decode.acc_seg": 98.41112, "loss": 0.03347, "time": 0.54762} {"mode": "train", "epoch": 665, "iter": 123550, "lr": 0.0, "memory": 52051, "data_time": 0.06183, "decode.loss_ce": 0.03249, "decode.acc_seg": 98.44701, "loss": 0.03249, "time": 0.5988} {"mode": "train", "epoch": 665, "iter": 123600, "lr": 0.0, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.03304, "decode.acc_seg": 98.43305, "loss": 0.03304, "time": 0.5474} {"mode": "train", "epoch": 665, "iter": 123650, "lr": 0.0, "memory": 52051, "data_time": 0.01335, "decode.loss_ce": 0.03406, "decode.acc_seg": 98.3897, "loss": 0.03406, "time": 0.55001} {"mode": "train", "epoch": 666, "iter": 123700, "lr": 0.0, "memory": 52051, "data_time": 0.06113, "decode.loss_ce": 0.03382, "decode.acc_seg": 98.41633, "loss": 0.03382, "time": 0.5967} {"mode": "train", "epoch": 666, "iter": 123750, "lr": 0.0, "memory": 52051, "data_time": 0.01378, "decode.loss_ce": 0.03318, "decode.acc_seg": 98.42057, "loss": 0.03318, "time": 0.54531} {"mode": "train", "epoch": 666, "iter": 123800, "lr": 0.0, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03377, "decode.acc_seg": 98.39504, "loss": 0.03377, "time": 0.54794} {"mode": "train", "epoch": 666, "iter": 123850, "lr": 0.0, "memory": 52051, "data_time": 0.01289, "decode.loss_ce": 0.03307, "decode.acc_seg": 98.42879, "loss": 0.03307, "time": 0.54949} {"mode": "train", "epoch": 667, "iter": 123900, "lr": 0.0, "memory": 52051, "data_time": 0.06126, "decode.loss_ce": 0.03358, "decode.acc_seg": 98.41001, "loss": 0.03358, "time": 0.59165} {"mode": "train", "epoch": 667, "iter": 123950, "lr": 0.0, "memory": 52051, "data_time": 0.01389, "decode.loss_ce": 0.03305, "decode.acc_seg": 98.43805, "loss": 0.03305, "time": 0.54892} {"mode": "train", "epoch": 667, "iter": 124000, "lr": 0.0, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03339, "decode.acc_seg": 98.42419, "loss": 0.03339, "time": 0.55001} {"mode": "train", "epoch": 667, "iter": 124050, "lr": 0.0, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.03417, "decode.acc_seg": 98.40765, "loss": 0.03417, "time": 0.54766} {"mode": "train", "epoch": 668, "iter": 124100, "lr": 0.0, "memory": 52051, "data_time": 0.06001, "decode.loss_ce": 0.03428, "decode.acc_seg": 98.3907, "loss": 0.03428, "time": 0.59694} {"mode": "train", "epoch": 668, "iter": 124150, "lr": 0.0, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03261, "decode.acc_seg": 98.45631, "loss": 0.03261, "time": 0.54814} {"mode": "train", "epoch": 668, "iter": 124200, "lr": 0.0, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03367, "decode.acc_seg": 98.41338, "loss": 0.03367, "time": 0.54702} {"mode": "train", "epoch": 669, "iter": 124250, "lr": 0.0, "memory": 52051, "data_time": 0.05962, "decode.loss_ce": 0.03387, "decode.acc_seg": 98.39386, "loss": 0.03387, "time": 0.59581} {"mode": "train", "epoch": 669, "iter": 124300, "lr": 0.0, "memory": 52051, "data_time": 0.01382, "decode.loss_ce": 0.03332, "decode.acc_seg": 98.42908, "loss": 0.03332, "time": 0.54495} {"mode": "train", "epoch": 669, "iter": 124350, "lr": 0.0, "memory": 52051, "data_time": 0.01299, "decode.loss_ce": 0.03353, "decode.acc_seg": 98.41821, "loss": 0.03353, "time": 0.54935} {"mode": "train", "epoch": 669, "iter": 124400, "lr": 0.0, "memory": 52051, "data_time": 0.01428, "decode.loss_ce": 0.0332, "decode.acc_seg": 98.41595, "loss": 0.0332, "time": 0.55074} {"mode": "train", "epoch": 670, "iter": 124450, "lr": 0.0, "memory": 52051, "data_time": 0.06054, "decode.loss_ce": 0.03469, "decode.acc_seg": 98.37968, "loss": 0.03469, "time": 0.59809} {"mode": "train", "epoch": 670, "iter": 124500, "lr": 0.0, "memory": 52051, "data_time": 0.0139, "decode.loss_ce": 0.03454, "decode.acc_seg": 98.39782, "loss": 0.03454, "time": 0.549} {"mode": "train", "epoch": 670, "iter": 124550, "lr": 0.0, "memory": 52051, "data_time": 0.01306, "decode.loss_ce": 0.03338, "decode.acc_seg": 98.42341, "loss": 0.03338, "time": 0.54881} {"mode": "train", "epoch": 670, "iter": 124600, "lr": 0.0, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03405, "decode.acc_seg": 98.38385, "loss": 0.03405, "time": 0.54678} {"mode": "train", "epoch": 671, "iter": 124650, "lr": 0.0, "memory": 52051, "data_time": 0.06076, "decode.loss_ce": 0.03367, "decode.acc_seg": 98.40062, "loss": 0.03367, "time": 0.59615} {"mode": "train", "epoch": 671, "iter": 124700, "lr": 0.0, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03344, "decode.acc_seg": 98.41681, "loss": 0.03344, "time": 0.54827} {"mode": "train", "epoch": 671, "iter": 124750, "lr": 0.0, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03364, "decode.acc_seg": 98.39769, "loss": 0.03364, "time": 0.54899} {"mode": "train", "epoch": 671, "iter": 124800, "lr": 0.0, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03477, "decode.acc_seg": 98.37453, "loss": 0.03477, "time": 0.54722} {"mode": "train", "epoch": 672, "iter": 124850, "lr": 0.0, "memory": 52051, "data_time": 0.05951, "decode.loss_ce": 0.03348, "decode.acc_seg": 98.43215, "loss": 0.03348, "time": 0.5951} {"mode": "train", "epoch": 672, "iter": 124900, "lr": 0.0, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03361, "decode.acc_seg": 98.42629, "loss": 0.03361, "time": 0.54867} {"mode": "train", "epoch": 672, "iter": 124950, "lr": 0.0, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.03383, "decode.acc_seg": 98.41811, "loss": 0.03383, "time": 0.54959} {"mode": "train", "epoch": 673, "iter": 125000, "lr": 0.0, "memory": 52051, "data_time": 0.06014, "decode.loss_ce": 0.03401, "decode.acc_seg": 98.37735, "loss": 0.03401, "time": 0.59586} {"mode": "train", "epoch": 673, "iter": 125050, "lr": 0.0, "memory": 52051, "data_time": 0.01301, "decode.loss_ce": 0.03348, "decode.acc_seg": 98.40592, "loss": 0.03348, "time": 0.54668} {"mode": "train", "epoch": 673, "iter": 125100, "lr": 0.0, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03383, "decode.acc_seg": 98.41303, "loss": 0.03383, "time": 0.54631} {"mode": "train", "epoch": 673, "iter": 125150, "lr": 0.0, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.0346, "decode.acc_seg": 98.3812, "loss": 0.0346, "time": 0.54745} {"mode": "train", "epoch": 674, "iter": 125200, "lr": 0.0, "memory": 52051, "data_time": 0.06019, "decode.loss_ce": 0.03341, "decode.acc_seg": 98.41172, "loss": 0.03341, "time": 0.59617} {"mode": "train", "epoch": 674, "iter": 125250, "lr": 0.0, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03402, "decode.acc_seg": 98.38807, "loss": 0.03402, "time": 0.54855} {"mode": "train", "epoch": 674, "iter": 125300, "lr": 0.0, "memory": 52051, "data_time": 0.01381, "decode.loss_ce": 0.03369, "decode.acc_seg": 98.39035, "loss": 0.03369, "time": 0.5479} {"mode": "train", "epoch": 674, "iter": 125350, "lr": 0.0, "memory": 52051, "data_time": 0.01293, "decode.loss_ce": 0.03272, "decode.acc_seg": 98.44889, "loss": 0.03272, "time": 0.54805} {"mode": "train", "epoch": 675, "iter": 125400, "lr": 0.0, "memory": 52051, "data_time": 0.06041, "decode.loss_ce": 0.03605, "decode.acc_seg": 98.32661, "loss": 0.03605, "time": 0.5979} {"mode": "train", "epoch": 675, "iter": 125450, "lr": 0.0, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03376, "decode.acc_seg": 98.40281, "loss": 0.03376, "time": 0.54733} {"mode": "train", "epoch": 675, "iter": 125500, "lr": 0.0, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.03397, "decode.acc_seg": 98.40285, "loss": 0.03397, "time": 0.54794} {"mode": "train", "epoch": 675, "iter": 125550, "lr": 0.0, "memory": 52051, "data_time": 0.01375, "decode.loss_ce": 0.03272, "decode.acc_seg": 98.43431, "loss": 0.03272, "time": 0.54942} {"mode": "train", "epoch": 676, "iter": 125600, "lr": 0.0, "memory": 52051, "data_time": 0.06038, "decode.loss_ce": 0.03451, "decode.acc_seg": 98.36023, "loss": 0.03451, "time": 0.60016} {"mode": "train", "epoch": 676, "iter": 125650, "lr": 0.0, "memory": 52051, "data_time": 0.01415, "decode.loss_ce": 0.03351, "decode.acc_seg": 98.42403, "loss": 0.03351, "time": 0.55083} {"mode": "train", "epoch": 676, "iter": 125700, "lr": 0.0, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.0323, "decode.acc_seg": 98.45569, "loss": 0.0323, "time": 0.5483} {"mode": "train", "epoch": 677, "iter": 125750, "lr": 0.0, "memory": 52051, "data_time": 0.06007, "decode.loss_ce": 0.03363, "decode.acc_seg": 98.38716, "loss": 0.03363, "time": 0.59721} {"mode": "train", "epoch": 677, "iter": 125800, "lr": 0.0, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.03292, "decode.acc_seg": 98.45412, "loss": 0.03292, "time": 0.54933} {"mode": "train", "epoch": 677, "iter": 125850, "lr": 0.0, "memory": 52051, "data_time": 0.01387, "decode.loss_ce": 0.03382, "decode.acc_seg": 98.41254, "loss": 0.03382, "time": 0.54955} {"mode": "train", "epoch": 677, "iter": 125900, "lr": 0.0, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03297, "decode.acc_seg": 98.43762, "loss": 0.03297, "time": 0.5445} {"mode": "train", "epoch": 678, "iter": 125950, "lr": 0.0, "memory": 52051, "data_time": 0.05971, "decode.loss_ce": 0.03357, "decode.acc_seg": 98.39418, "loss": 0.03357, "time": 0.5966} {"mode": "train", "epoch": 678, "iter": 126000, "lr": 0.0, "memory": 52051, "data_time": 0.0131, "decode.loss_ce": 0.03427, "decode.acc_seg": 98.38971, "loss": 0.03427, "time": 0.54816} {"mode": "train", "epoch": 678, "iter": 126050, "lr": 0.0, "memory": 52051, "data_time": 0.01358, "decode.loss_ce": 0.03342, "decode.acc_seg": 98.4078, "loss": 0.03342, "time": 0.54684} {"mode": "train", "epoch": 678, "iter": 126100, "lr": 0.0, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03337, "decode.acc_seg": 98.4192, "loss": 0.03337, "time": 0.55007} {"mode": "train", "epoch": 679, "iter": 126150, "lr": 0.0, "memory": 52051, "data_time": 0.06064, "decode.loss_ce": 0.03456, "decode.acc_seg": 98.37459, "loss": 0.03456, "time": 0.59635} {"mode": "train", "epoch": 679, "iter": 126200, "lr": 0.0, "memory": 52051, "data_time": 0.01364, "decode.loss_ce": 0.03353, "decode.acc_seg": 98.41174, "loss": 0.03353, "time": 0.54825} {"mode": "train", "epoch": 679, "iter": 126250, "lr": 0.0, "memory": 52051, "data_time": 0.01291, "decode.loss_ce": 0.03376, "decode.acc_seg": 98.41608, "loss": 0.03376, "time": 0.54602} {"mode": "train", "epoch": 680, "iter": 126300, "lr": 0.0, "memory": 52051, "data_time": 0.05908, "decode.loss_ce": 0.03398, "decode.acc_seg": 98.40848, "loss": 0.03398, "time": 0.59835} {"mode": "train", "epoch": 680, "iter": 126350, "lr": 0.0, "memory": 52051, "data_time": 0.01296, "decode.loss_ce": 0.03291, "decode.acc_seg": 98.43437, "loss": 0.03291, "time": 0.54881} {"mode": "train", "epoch": 680, "iter": 126400, "lr": 0.0, "memory": 52051, "data_time": 0.01373, "decode.loss_ce": 0.03283, "decode.acc_seg": 98.45787, "loss": 0.03283, "time": 0.5476} {"mode": "train", "epoch": 680, "iter": 126450, "lr": 0.0, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03304, "decode.acc_seg": 98.4492, "loss": 0.03304, "time": 0.55001} {"mode": "train", "epoch": 681, "iter": 126500, "lr": 0.0, "memory": 52051, "data_time": 0.05864, "decode.loss_ce": 0.0339, "decode.acc_seg": 98.39254, "loss": 0.0339, "time": 0.59559} {"mode": "train", "epoch": 681, "iter": 126550, "lr": 0.0, "memory": 52051, "data_time": 0.01368, "decode.loss_ce": 0.0343, "decode.acc_seg": 98.37413, "loss": 0.0343, "time": 0.54895} {"mode": "train", "epoch": 681, "iter": 126600, "lr": 0.0, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.0339, "decode.acc_seg": 98.39984, "loss": 0.0339, "time": 0.54697} {"mode": "train", "epoch": 681, "iter": 126650, "lr": 0.0, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03305, "decode.acc_seg": 98.4379, "loss": 0.03305, "time": 0.54954} {"mode": "train", "epoch": 682, "iter": 126700, "lr": 0.0, "memory": 52051, "data_time": 0.06049, "decode.loss_ce": 0.03383, "decode.acc_seg": 98.40805, "loss": 0.03383, "time": 0.59629} {"mode": "train", "epoch": 682, "iter": 126750, "lr": 0.0, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03506, "decode.acc_seg": 98.37427, "loss": 0.03506, "time": 0.54794} {"mode": "train", "epoch": 682, "iter": 126800, "lr": 0.0, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03526, "decode.acc_seg": 98.33482, "loss": 0.03526, "time": 0.54907} {"mode": "train", "epoch": 682, "iter": 126850, "lr": 0.0, "memory": 52051, "data_time": 0.01373, "decode.loss_ce": 0.03321, "decode.acc_seg": 98.44439, "loss": 0.03321, "time": 0.54629} {"mode": "train", "epoch": 683, "iter": 126900, "lr": 0.0, "memory": 52051, "data_time": 0.06121, "decode.loss_ce": 0.03406, "decode.acc_seg": 98.38241, "loss": 0.03406, "time": 0.59643} {"mode": "train", "epoch": 683, "iter": 126950, "lr": 0.0, "memory": 52051, "data_time": 0.01384, "decode.loss_ce": 0.03414, "decode.acc_seg": 98.39285, "loss": 0.03414, "time": 0.54691} {"mode": "train", "epoch": 683, "iter": 127000, "lr": 0.0, "memory": 52051, "data_time": 0.01322, "decode.loss_ce": 0.03374, "decode.acc_seg": 98.41392, "loss": 0.03374, "time": 0.54612} {"mode": "train", "epoch": 684, "iter": 127050, "lr": 0.0, "memory": 52051, "data_time": 0.06027, "decode.loss_ce": 0.03335, "decode.acc_seg": 98.44755, "loss": 0.03335, "time": 0.59617} {"mode": "train", "epoch": 684, "iter": 127100, "lr": 0.0, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03254, "decode.acc_seg": 98.45678, "loss": 0.03254, "time": 0.54818} {"mode": "train", "epoch": 684, "iter": 127150, "lr": 0.0, "memory": 52051, "data_time": 0.01273, "decode.loss_ce": 0.03358, "decode.acc_seg": 98.42301, "loss": 0.03358, "time": 0.55016} {"mode": "train", "epoch": 684, "iter": 127200, "lr": 0.0, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.03417, "decode.acc_seg": 98.40473, "loss": 0.03417, "time": 0.54922} {"mode": "train", "epoch": 685, "iter": 127250, "lr": 0.0, "memory": 52051, "data_time": 0.05978, "decode.loss_ce": 0.03255, "decode.acc_seg": 98.45164, "loss": 0.03255, "time": 0.59837} {"mode": "train", "epoch": 685, "iter": 127300, "lr": 0.0, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.03389, "decode.acc_seg": 98.3959, "loss": 0.03389, "time": 0.54769} {"mode": "train", "epoch": 685, "iter": 127350, "lr": 0.0, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03353, "decode.acc_seg": 98.41856, "loss": 0.03353, "time": 0.54805} {"mode": "train", "epoch": 685, "iter": 127400, "lr": 0.0, "memory": 52051, "data_time": 0.01357, "decode.loss_ce": 0.03372, "decode.acc_seg": 98.40808, "loss": 0.03372, "time": 0.54901} {"mode": "train", "epoch": 686, "iter": 127450, "lr": 0.0, "memory": 52051, "data_time": 0.06016, "decode.loss_ce": 0.03321, "decode.acc_seg": 98.42791, "loss": 0.03321, "time": 0.59743} {"mode": "train", "epoch": 686, "iter": 127500, "lr": 0.0, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03296, "decode.acc_seg": 98.42684, "loss": 0.03296, "time": 0.54502} {"mode": "train", "epoch": 686, "iter": 127550, "lr": 0.0, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03277, "decode.acc_seg": 98.44311, "loss": 0.03277, "time": 0.54779} {"mode": "train", "epoch": 687, "iter": 127600, "lr": 0.0, "memory": 52051, "data_time": 0.05837, "decode.loss_ce": 0.03348, "decode.acc_seg": 98.42147, "loss": 0.03348, "time": 0.59721} {"mode": "train", "epoch": 687, "iter": 127650, "lr": 0.0, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03421, "decode.acc_seg": 98.39068, "loss": 0.03421, "time": 0.55063} {"mode": "train", "epoch": 687, "iter": 127700, "lr": 0.0, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03393, "decode.acc_seg": 98.42118, "loss": 0.03393, "time": 0.54832} {"mode": "train", "epoch": 687, "iter": 127750, "lr": 0.0, "memory": 52051, "data_time": 0.01386, "decode.loss_ce": 0.03244, "decode.acc_seg": 98.45851, "loss": 0.03244, "time": 0.5509} {"mode": "train", "epoch": 688, "iter": 127800, "lr": 0.0, "memory": 52051, "data_time": 0.05966, "decode.loss_ce": 0.03337, "decode.acc_seg": 98.41711, "loss": 0.03337, "time": 0.59528} {"mode": "train", "epoch": 688, "iter": 127850, "lr": 0.0, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03473, "decode.acc_seg": 98.36117, "loss": 0.03473, "time": 0.55036} {"mode": "train", "epoch": 688, "iter": 127900, "lr": 0.0, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.03442, "decode.acc_seg": 98.38836, "loss": 0.03442, "time": 0.54812} {"mode": "train", "epoch": 688, "iter": 127950, "lr": 0.0, "memory": 52051, "data_time": 0.0129, "decode.loss_ce": 0.03342, "decode.acc_seg": 98.41666, "loss": 0.03342, "time": 0.54692} {"mode": "train", "epoch": 689, "iter": 128000, "lr": 0.0, "memory": 52051, "data_time": 0.06113, "decode.loss_ce": 0.03417, "decode.acc_seg": 98.37712, "loss": 0.03417, "time": 0.64021} {"mode": "val", "epoch": 689, "iter": 63, "lr": 0.0, "mIoU": [0.8157, 0.816, 0.8161, 0.8162, 0.8163, 0.8165, 0.8167, 0.8168, 0.8169, 0.817, 0.8171, 0.8172, 0.8173, 0.8174, 0.8175, 0.8176, 0.8176, 0.8176, 0.8176, 0.8177], "copy_paste": "81.57,81.6,81.61,81.62,81.63,81.65,81.67,81.68,81.69,81.7,81.71,81.72,81.73,81.74,81.75,81.76,81.76,81.76,81.76,81.77"} {"mode": "train", "epoch": 689, "iter": 128050, "lr": 0.0, "memory": 52051, "data_time": 7.43838, "decode.loss_ce": 0.03217, "decode.acc_seg": 98.48051, "loss": 0.03217, "time": 7.97533} {"mode": "train", "epoch": 689, "iter": 128100, "lr": 0.0, "memory": 52051, "data_time": 0.01548, "decode.loss_ce": 0.03293, "decode.acc_seg": 98.44004, "loss": 0.03293, "time": 0.54798} {"mode": "train", "epoch": 689, "iter": 128150, "lr": 0.0, "memory": 52051, "data_time": 0.01494, "decode.loss_ce": 0.03378, "decode.acc_seg": 98.40683, "loss": 0.03378, "time": 0.54929} {"mode": "train", "epoch": 690, "iter": 128200, "lr": 0.0, "memory": 52051, "data_time": 0.06252, "decode.loss_ce": 0.03345, "decode.acc_seg": 98.41569, "loss": 0.03345, "time": 0.5994} {"mode": "train", "epoch": 690, "iter": 128250, "lr": 0.0, "memory": 52051, "data_time": 0.01588, "decode.loss_ce": 0.03319, "decode.acc_seg": 98.44278, "loss": 0.03319, "time": 0.54969} {"mode": "train", "epoch": 690, "iter": 128300, "lr": 0.0, "memory": 52051, "data_time": 0.01529, "decode.loss_ce": 0.03335, "decode.acc_seg": 98.40721, "loss": 0.03335, "time": 0.54984} {"mode": "train", "epoch": 691, "iter": 128350, "lr": 0.0, "memory": 52051, "data_time": 0.06174, "decode.loss_ce": 0.03367, "decode.acc_seg": 98.40242, "loss": 0.03367, "time": 0.59699} {"mode": "train", "epoch": 691, "iter": 128400, "lr": 0.0, "memory": 52051, "data_time": 0.01531, "decode.loss_ce": 0.03445, "decode.acc_seg": 98.37116, "loss": 0.03445, "time": 0.54832} {"mode": "train", "epoch": 691, "iter": 128450, "lr": 0.0, "memory": 52051, "data_time": 0.01493, "decode.loss_ce": 0.0335, "decode.acc_seg": 98.4097, "loss": 0.0335, "time": 0.54917} {"mode": "train", "epoch": 691, "iter": 128500, "lr": 0.0, "memory": 52051, "data_time": 0.01556, "decode.loss_ce": 0.03404, "decode.acc_seg": 98.41259, "loss": 0.03404, "time": 0.54847} {"mode": "train", "epoch": 692, "iter": 128550, "lr": 0.0, "memory": 52051, "data_time": 0.06305, "decode.loss_ce": 0.03556, "decode.acc_seg": 98.3546, "loss": 0.03556, "time": 0.5984} {"mode": "train", "epoch": 692, "iter": 128600, "lr": 0.0, "memory": 52051, "data_time": 0.01521, "decode.loss_ce": 0.03448, "decode.acc_seg": 98.37174, "loss": 0.03448, "time": 0.55106} {"mode": "train", "epoch": 692, "iter": 128650, "lr": 0.0, "memory": 52051, "data_time": 0.01515, "decode.loss_ce": 0.03358, "decode.acc_seg": 98.42089, "loss": 0.03358, "time": 0.54782} {"mode": "train", "epoch": 692, "iter": 128700, "lr": 0.0, "memory": 52051, "data_time": 0.01494, "decode.loss_ce": 0.03314, "decode.acc_seg": 98.41588, "loss": 0.03314, "time": 0.54766} {"mode": "train", "epoch": 693, "iter": 128750, "lr": 0.0, "memory": 52051, "data_time": 0.06283, "decode.loss_ce": 0.03461, "decode.acc_seg": 98.38197, "loss": 0.03461, "time": 0.59846} {"mode": "train", "epoch": 693, "iter": 128800, "lr": 0.0, "memory": 52051, "data_time": 0.01501, "decode.loss_ce": 0.03301, "decode.acc_seg": 98.43075, "loss": 0.03301, "time": 0.5485} {"mode": "train", "epoch": 693, "iter": 128850, "lr": 0.0, "memory": 52051, "data_time": 0.01534, "decode.loss_ce": 0.03407, "decode.acc_seg": 98.40287, "loss": 0.03407, "time": 0.54904} {"mode": "train", "epoch": 694, "iter": 128900, "lr": 0.0, "memory": 52051, "data_time": 0.06183, "decode.loss_ce": 0.03412, "decode.acc_seg": 98.38277, "loss": 0.03412, "time": 0.59688} {"mode": "train", "epoch": 694, "iter": 128950, "lr": 0.0, "memory": 52051, "data_time": 0.01456, "decode.loss_ce": 0.03296, "decode.acc_seg": 98.41788, "loss": 0.03296, "time": 0.5508} {"mode": "train", "epoch": 694, "iter": 129000, "lr": 0.0, "memory": 52051, "data_time": 0.01571, "decode.loss_ce": 0.03383, "decode.acc_seg": 98.41957, "loss": 0.03383, "time": 0.54881} {"mode": "train", "epoch": 694, "iter": 129050, "lr": 0.0, "memory": 52051, "data_time": 0.01524, "decode.loss_ce": 0.03338, "decode.acc_seg": 98.42783, "loss": 0.03338, "time": 0.54986} {"mode": "train", "epoch": 695, "iter": 129100, "lr": 0.0, "memory": 52051, "data_time": 0.06194, "decode.loss_ce": 0.03386, "decode.acc_seg": 98.4077, "loss": 0.03386, "time": 0.59524} {"mode": "train", "epoch": 695, "iter": 129150, "lr": 0.0, "memory": 52051, "data_time": 0.01562, "decode.loss_ce": 0.03254, "decode.acc_seg": 98.44749, "loss": 0.03254, "time": 0.55208} {"mode": "train", "epoch": 695, "iter": 129200, "lr": 0.0, "memory": 52051, "data_time": 0.01505, "decode.loss_ce": 0.03544, "decode.acc_seg": 98.33223, "loss": 0.03544, "time": 0.54975} {"mode": "train", "epoch": 695, "iter": 129250, "lr": 0.0, "memory": 52051, "data_time": 0.01478, "decode.loss_ce": 0.03311, "decode.acc_seg": 98.42433, "loss": 0.03311, "time": 0.54881} {"mode": "train", "epoch": 696, "iter": 129300, "lr": 0.0, "memory": 52051, "data_time": 0.06276, "decode.loss_ce": 0.03245, "decode.acc_seg": 98.46534, "loss": 0.03245, "time": 0.59499} {"mode": "train", "epoch": 696, "iter": 129350, "lr": 0.0, "memory": 52051, "data_time": 0.01526, "decode.loss_ce": 0.03324, "decode.acc_seg": 98.44064, "loss": 0.03324, "time": 0.54823} {"mode": "train", "epoch": 696, "iter": 129400, "lr": 0.0, "memory": 52051, "data_time": 0.01548, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.41403, "loss": 0.03388, "time": 0.55085} {"mode": "train", "epoch": 696, "iter": 129450, "lr": 0.0, "memory": 52051, "data_time": 0.01507, "decode.loss_ce": 0.03404, "decode.acc_seg": 98.41184, "loss": 0.03404, "time": 0.55009} {"mode": "train", "epoch": 697, "iter": 129500, "lr": 0.0, "memory": 52051, "data_time": 0.06151, "decode.loss_ce": 0.03442, "decode.acc_seg": 98.38858, "loss": 0.03442, "time": 0.60018} {"mode": "train", "epoch": 697, "iter": 129550, "lr": 0.0, "memory": 52051, "data_time": 0.0153, "decode.loss_ce": 0.03491, "decode.acc_seg": 98.3576, "loss": 0.03491, "time": 0.55206} {"mode": "train", "epoch": 697, "iter": 129600, "lr": 0.0, "memory": 52051, "data_time": 0.01466, "decode.loss_ce": 0.03437, "decode.acc_seg": 98.39157, "loss": 0.03437, "time": 0.55024} {"mode": "train", "epoch": 698, "iter": 129650, "lr": 0.0, "memory": 52051, "data_time": 0.0619, "decode.loss_ce": 0.03347, "decode.acc_seg": 98.41249, "loss": 0.03347, "time": 0.59722} {"mode": "train", "epoch": 698, "iter": 129700, "lr": 0.0, "memory": 52051, "data_time": 0.01444, "decode.loss_ce": 0.03397, "decode.acc_seg": 98.39556, "loss": 0.03397, "time": 0.54951} {"mode": "train", "epoch": 698, "iter": 129750, "lr": 0.0, "memory": 52051, "data_time": 0.01523, "decode.loss_ce": 0.03367, "decode.acc_seg": 98.42534, "loss": 0.03367, "time": 0.54569} {"mode": "train", "epoch": 698, "iter": 129800, "lr": 0.0, "memory": 52051, "data_time": 0.01496, "decode.loss_ce": 0.03404, "decode.acc_seg": 98.3911, "loss": 0.03404, "time": 0.54879} {"mode": "train", "epoch": 699, "iter": 129850, "lr": 0.0, "memory": 52051, "data_time": 0.06094, "decode.loss_ce": 0.0341, "decode.acc_seg": 98.40465, "loss": 0.0341, "time": 0.59643} {"mode": "train", "epoch": 699, "iter": 129900, "lr": 0.0, "memory": 52051, "data_time": 0.01523, "decode.loss_ce": 0.03417, "decode.acc_seg": 98.40066, "loss": 0.03417, "time": 0.54988} {"mode": "train", "epoch": 699, "iter": 129950, "lr": 0.0, "memory": 52051, "data_time": 0.01532, "decode.loss_ce": 0.03424, "decode.acc_seg": 98.39509, "loss": 0.03424, "time": 0.55013} {"mode": "train", "epoch": 699, "iter": 130000, "lr": 0.0, "memory": 52051, "data_time": 0.01506, "decode.loss_ce": 0.03359, "decode.acc_seg": 98.393, "loss": 0.03359, "time": 0.54924} {"mode": "train", "epoch": 700, "iter": 130050, "lr": 0.0, "memory": 52051, "data_time": 0.06231, "decode.loss_ce": 0.0323, "decode.acc_seg": 98.48018, "loss": 0.0323, "time": 0.6002} {"mode": "train", "epoch": 700, "iter": 130100, "lr": 0.0, "memory": 52051, "data_time": 0.01496, "decode.loss_ce": 0.03361, "decode.acc_seg": 98.39341, "loss": 0.03361, "time": 0.54921} {"mode": "train", "epoch": 700, "iter": 130150, "lr": 0.0, "memory": 52051, "data_time": 0.01546, "decode.loss_ce": 0.03263, "decode.acc_seg": 98.44221, "loss": 0.03263, "time": 0.55175} {"mode": "train", "epoch": 700, "iter": 130200, "lr": 0.0, "memory": 52051, "data_time": 0.01538, "decode.loss_ce": 0.03464, "decode.acc_seg": 98.36843, "loss": 0.03464, "time": 0.54988} {"mode": "train", "epoch": 701, "iter": 130250, "lr": 0.0, "memory": 52051, "data_time": 0.06185, "decode.loss_ce": 0.03463, "decode.acc_seg": 98.39602, "loss": 0.03463, "time": 0.59904} {"mode": "train", "epoch": 701, "iter": 130300, "lr": 0.0, "memory": 52051, "data_time": 0.01507, "decode.loss_ce": 0.03315, "decode.acc_seg": 98.44135, "loss": 0.03315, "time": 0.55128} {"mode": "train", "epoch": 701, "iter": 130350, "lr": 0.0, "memory": 52051, "data_time": 0.01521, "decode.loss_ce": 0.03328, "decode.acc_seg": 98.43625, "loss": 0.03328, "time": 0.55021} {"mode": "train", "epoch": 702, "iter": 130400, "lr": 0.0, "memory": 52051, "data_time": 0.06249, "decode.loss_ce": 0.03484, "decode.acc_seg": 98.36167, "loss": 0.03484, "time": 0.59975} {"mode": "train", "epoch": 702, "iter": 130450, "lr": 0.0, "memory": 52051, "data_time": 0.01483, "decode.loss_ce": 0.03492, "decode.acc_seg": 98.3834, "loss": 0.03492, "time": 0.55063} {"mode": "train", "epoch": 702, "iter": 130500, "lr": 0.0, "memory": 52051, "data_time": 0.01515, "decode.loss_ce": 0.03363, "decode.acc_seg": 98.41762, "loss": 0.03363, "time": 0.54763} {"mode": "train", "epoch": 702, "iter": 130550, "lr": 0.0, "memory": 52051, "data_time": 0.01532, "decode.loss_ce": 0.0333, "decode.acc_seg": 98.42634, "loss": 0.0333, "time": 0.5508} {"mode": "train", "epoch": 703, "iter": 130600, "lr": 0.0, "memory": 52051, "data_time": 0.0605, "decode.loss_ce": 0.03356, "decode.acc_seg": 98.4147, "loss": 0.03356, "time": 0.59903} {"mode": "train", "epoch": 703, "iter": 130650, "lr": 0.0, "memory": 52051, "data_time": 0.01524, "decode.loss_ce": 0.03337, "decode.acc_seg": 98.42031, "loss": 0.03337, "time": 0.55061} {"mode": "train", "epoch": 703, "iter": 130700, "lr": 0.0, "memory": 52051, "data_time": 0.01524, "decode.loss_ce": 0.03268, "decode.acc_seg": 98.46114, "loss": 0.03268, "time": 0.55372} {"mode": "train", "epoch": 703, "iter": 130750, "lr": 0.0, "memory": 52051, "data_time": 0.01532, "decode.loss_ce": 0.03459, "decode.acc_seg": 98.38009, "loss": 0.03459, "time": 0.54938} {"mode": "train", "epoch": 704, "iter": 130800, "lr": 0.0, "memory": 52051, "data_time": 0.06221, "decode.loss_ce": 0.03345, "decode.acc_seg": 98.41304, "loss": 0.03345, "time": 0.59811} {"mode": "train", "epoch": 704, "iter": 130850, "lr": 0.0, "memory": 52051, "data_time": 0.01567, "decode.loss_ce": 0.03453, "decode.acc_seg": 98.37051, "loss": 0.03453, "time": 0.55152} {"mode": "train", "epoch": 704, "iter": 130900, "lr": 0.0, "memory": 52051, "data_time": 0.01509, "decode.loss_ce": 0.03268, "decode.acc_seg": 98.43138, "loss": 0.03268, "time": 0.54827} {"mode": "train", "epoch": 705, "iter": 130950, "lr": 0.0, "memory": 52051, "data_time": 0.06266, "decode.loss_ce": 0.03234, "decode.acc_seg": 98.45766, "loss": 0.03234, "time": 0.5996} {"mode": "train", "epoch": 705, "iter": 131000, "lr": 0.0, "memory": 52051, "data_time": 0.01536, "decode.loss_ce": 0.0336, "decode.acc_seg": 98.3949, "loss": 0.0336, "time": 0.54939} {"mode": "train", "epoch": 705, "iter": 131050, "lr": 0.0, "memory": 52051, "data_time": 0.01583, "decode.loss_ce": 0.03298, "decode.acc_seg": 98.43939, "loss": 0.03298, "time": 0.55128} {"mode": "train", "epoch": 705, "iter": 131100, "lr": 0.0, "memory": 52051, "data_time": 0.01518, "decode.loss_ce": 0.03352, "decode.acc_seg": 98.41172, "loss": 0.03352, "time": 0.54898} {"mode": "train", "epoch": 706, "iter": 131150, "lr": 0.0, "memory": 52051, "data_time": 0.06096, "decode.loss_ce": 0.03431, "decode.acc_seg": 98.41113, "loss": 0.03431, "time": 0.5987} {"mode": "train", "epoch": 706, "iter": 131200, "lr": 0.0, "memory": 52051, "data_time": 0.01551, "decode.loss_ce": 0.03257, "decode.acc_seg": 98.44121, "loss": 0.03257, "time": 0.54837} {"mode": "train", "epoch": 706, "iter": 131250, "lr": 0.0, "memory": 52051, "data_time": 0.01448, "decode.loss_ce": 0.03383, "decode.acc_seg": 98.37716, "loss": 0.03383, "time": 0.54987} {"mode": "train", "epoch": 706, "iter": 131300, "lr": 0.0, "memory": 52051, "data_time": 0.01515, "decode.loss_ce": 0.03398, "decode.acc_seg": 98.39526, "loss": 0.03398, "time": 0.54813} {"mode": "train", "epoch": 707, "iter": 131350, "lr": 0.0, "memory": 52051, "data_time": 0.06218, "decode.loss_ce": 0.03287, "decode.acc_seg": 98.44439, "loss": 0.03287, "time": 0.597} {"mode": "train", "epoch": 707, "iter": 131400, "lr": 0.0, "memory": 52051, "data_time": 0.0154, "decode.loss_ce": 0.03325, "decode.acc_seg": 98.43945, "loss": 0.03325, "time": 0.54762} {"mode": "train", "epoch": 707, "iter": 131450, "lr": 0.0, "memory": 52051, "data_time": 0.01519, "decode.loss_ce": 0.03383, "decode.acc_seg": 98.4135, "loss": 0.03383, "time": 0.54828} {"mode": "train", "epoch": 707, "iter": 131500, "lr": 0.0, "memory": 52051, "data_time": 0.01548, "decode.loss_ce": 0.03395, "decode.acc_seg": 98.42108, "loss": 0.03395, "time": 0.5505} {"mode": "train", "epoch": 708, "iter": 131550, "lr": 0.0, "memory": 52051, "data_time": 0.06261, "decode.loss_ce": 0.03386, "decode.acc_seg": 98.39873, "loss": 0.03386, "time": 0.59439} {"mode": "train", "epoch": 708, "iter": 131600, "lr": 0.0, "memory": 52051, "data_time": 0.01502, "decode.loss_ce": 0.03392, "decode.acc_seg": 98.38391, "loss": 0.03392, "time": 0.54813} {"mode": "train", "epoch": 708, "iter": 131650, "lr": 0.0, "memory": 52051, "data_time": 0.01508, "decode.loss_ce": 0.03283, "decode.acc_seg": 98.44863, "loss": 0.03283, "time": 0.54882} {"mode": "train", "epoch": 709, "iter": 131700, "lr": 0.0, "memory": 52051, "data_time": 0.06241, "decode.loss_ce": 0.03378, "decode.acc_seg": 98.40054, "loss": 0.03378, "time": 0.59788} {"mode": "train", "epoch": 709, "iter": 131750, "lr": 0.0, "memory": 52051, "data_time": 0.01473, "decode.loss_ce": 0.03304, "decode.acc_seg": 98.43768, "loss": 0.03304, "time": 0.55131} {"mode": "train", "epoch": 709, "iter": 131800, "lr": 0.0, "memory": 52051, "data_time": 0.01525, "decode.loss_ce": 0.03477, "decode.acc_seg": 98.38393, "loss": 0.03477, "time": 0.54868} {"mode": "train", "epoch": 709, "iter": 131850, "lr": 0.0, "memory": 52051, "data_time": 0.01518, "decode.loss_ce": 0.03479, "decode.acc_seg": 98.38358, "loss": 0.03479, "time": 0.54979} {"mode": "train", "epoch": 710, "iter": 131900, "lr": 0.0, "memory": 52051, "data_time": 0.06232, "decode.loss_ce": 0.03365, "decode.acc_seg": 98.40949, "loss": 0.03365, "time": 0.59761} {"mode": "train", "epoch": 710, "iter": 131950, "lr": 0.0, "memory": 52051, "data_time": 0.01498, "decode.loss_ce": 0.03434, "decode.acc_seg": 98.3986, "loss": 0.03434, "time": 0.55142} {"mode": "train", "epoch": 710, "iter": 132000, "lr": 0.0, "memory": 52051, "data_time": 0.01502, "decode.loss_ce": 0.03296, "decode.acc_seg": 98.43391, "loss": 0.03296, "time": 0.54753} {"mode": "train", "epoch": 710, "iter": 132050, "lr": 0.0, "memory": 52051, "data_time": 0.01465, "decode.loss_ce": 0.03262, "decode.acc_seg": 98.45653, "loss": 0.03262, "time": 0.54803} {"mode": "train", "epoch": 711, "iter": 132100, "lr": 0.0, "memory": 52051, "data_time": 0.06225, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.39927, "loss": 0.03388, "time": 0.59824} {"mode": "train", "epoch": 711, "iter": 132150, "lr": 0.0, "memory": 52051, "data_time": 0.01523, "decode.loss_ce": 0.03413, "decode.acc_seg": 98.38933, "loss": 0.03413, "time": 0.54911} {"mode": "train", "epoch": 711, "iter": 132200, "lr": 0.0, "memory": 52051, "data_time": 0.01493, "decode.loss_ce": 0.03323, "decode.acc_seg": 98.42123, "loss": 0.03323, "time": 0.55057} {"mode": "train", "epoch": 712, "iter": 132250, "lr": 0.0, "memory": 52051, "data_time": 0.05961, "decode.loss_ce": 0.03446, "decode.acc_seg": 98.37112, "loss": 0.03446, "time": 0.59815} {"mode": "train", "epoch": 712, "iter": 132300, "lr": 0.0, "memory": 52051, "data_time": 0.01507, "decode.loss_ce": 0.03352, "decode.acc_seg": 98.40877, "loss": 0.03352, "time": 0.54959} {"mode": "train", "epoch": 712, "iter": 132350, "lr": 0.0, "memory": 52051, "data_time": 0.01559, "decode.loss_ce": 0.03343, "decode.acc_seg": 98.42636, "loss": 0.03343, "time": 0.5494} {"mode": "train", "epoch": 712, "iter": 132400, "lr": 0.0, "memory": 52051, "data_time": 0.01513, "decode.loss_ce": 0.03313, "decode.acc_seg": 98.46049, "loss": 0.03313, "time": 0.55098} {"mode": "train", "epoch": 713, "iter": 132450, "lr": 0.0, "memory": 52051, "data_time": 0.06273, "decode.loss_ce": 0.03402, "decode.acc_seg": 98.39331, "loss": 0.03402, "time": 0.59869} {"mode": "train", "epoch": 713, "iter": 132500, "lr": 0.0, "memory": 52051, "data_time": 0.01395, "decode.loss_ce": 0.03353, "decode.acc_seg": 98.40068, "loss": 0.03353, "time": 0.54733} {"mode": "train", "epoch": 713, "iter": 132550, "lr": 0.0, "memory": 52051, "data_time": 0.01254, "decode.loss_ce": 0.03239, "decode.acc_seg": 98.44751, "loss": 0.03239, "time": 0.54714} {"mode": "train", "epoch": 713, "iter": 132600, "lr": 0.0, "memory": 52051, "data_time": 0.01238, "decode.loss_ce": 0.03329, "decode.acc_seg": 98.45256, "loss": 0.03329, "time": 0.5483} {"mode": "train", "epoch": 714, "iter": 132650, "lr": 0.0, "memory": 52051, "data_time": 0.05955, "decode.loss_ce": 0.03288, "decode.acc_seg": 98.44517, "loss": 0.03288, "time": 0.59774} {"mode": "train", "epoch": 714, "iter": 132700, "lr": 0.0, "memory": 52051, "data_time": 0.01361, "decode.loss_ce": 0.03387, "decode.acc_seg": 98.38902, "loss": 0.03387, "time": 0.55044} {"mode": "train", "epoch": 714, "iter": 132750, "lr": 0.0, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03362, "decode.acc_seg": 98.4097, "loss": 0.03362, "time": 0.5489} {"mode": "train", "epoch": 714, "iter": 132800, "lr": 0.0, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03324, "decode.acc_seg": 98.43056, "loss": 0.03324, "time": 0.55129} {"mode": "train", "epoch": 715, "iter": 132850, "lr": 0.0, "memory": 52051, "data_time": 0.05969, "decode.loss_ce": 0.03384, "decode.acc_seg": 98.43368, "loss": 0.03384, "time": 0.59797} {"mode": "train", "epoch": 715, "iter": 132900, "lr": 0.0, "memory": 52051, "data_time": 0.01273, "decode.loss_ce": 0.03419, "decode.acc_seg": 98.3972, "loss": 0.03419, "time": 0.54822} {"mode": "train", "epoch": 715, "iter": 132950, "lr": 0.0, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.03326, "decode.acc_seg": 98.39614, "loss": 0.03326, "time": 0.54995} {"mode": "train", "epoch": 716, "iter": 133000, "lr": 0.0, "memory": 52051, "data_time": 0.06052, "decode.loss_ce": 0.03244, "decode.acc_seg": 98.4604, "loss": 0.03244, "time": 0.59464} {"mode": "train", "epoch": 716, "iter": 133050, "lr": 0.0, "memory": 52051, "data_time": 0.01292, "decode.loss_ce": 0.03407, "decode.acc_seg": 98.38856, "loss": 0.03407, "time": 0.54777} {"mode": "train", "epoch": 716, "iter": 133100, "lr": 0.0, "memory": 52051, "data_time": 0.01361, "decode.loss_ce": 0.0339, "decode.acc_seg": 98.39492, "loss": 0.0339, "time": 0.54582} {"mode": "train", "epoch": 716, "iter": 133150, "lr": 0.0, "memory": 52051, "data_time": 0.01285, "decode.loss_ce": 0.03446, "decode.acc_seg": 98.38558, "loss": 0.03446, "time": 0.54858} {"mode": "train", "epoch": 717, "iter": 133200, "lr": 0.0, "memory": 52051, "data_time": 0.06109, "decode.loss_ce": 0.03279, "decode.acc_seg": 98.44625, "loss": 0.03279, "time": 0.59827} {"mode": "train", "epoch": 717, "iter": 133250, "lr": 0.0, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.0331, "decode.acc_seg": 98.42982, "loss": 0.0331, "time": 0.5482} {"mode": "train", "epoch": 717, "iter": 133300, "lr": 0.0, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.03409, "decode.acc_seg": 98.40419, "loss": 0.03409, "time": 0.5485} {"mode": "train", "epoch": 717, "iter": 133350, "lr": 0.0, "memory": 52051, "data_time": 0.01306, "decode.loss_ce": 0.03494, "decode.acc_seg": 98.34218, "loss": 0.03494, "time": 0.54791} {"mode": "train", "epoch": 718, "iter": 133400, "lr": 0.0, "memory": 52051, "data_time": 0.06084, "decode.loss_ce": 0.03385, "decode.acc_seg": 98.39527, "loss": 0.03385, "time": 0.59606} {"mode": "train", "epoch": 718, "iter": 133450, "lr": 0.0, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03254, "decode.acc_seg": 98.45734, "loss": 0.03254, "time": 0.54663} {"mode": "train", "epoch": 718, "iter": 133500, "lr": 0.0, "memory": 52051, "data_time": 0.01293, "decode.loss_ce": 0.03453, "decode.acc_seg": 98.37969, "loss": 0.03453, "time": 0.54726} {"mode": "train", "epoch": 719, "iter": 133550, "lr": 0.0, "memory": 52051, "data_time": 0.05982, "decode.loss_ce": 0.03459, "decode.acc_seg": 98.39076, "loss": 0.03459, "time": 0.59635} {"mode": "train", "epoch": 719, "iter": 133600, "lr": 0.0, "memory": 52051, "data_time": 0.01365, "decode.loss_ce": 0.03683, "decode.acc_seg": 98.38527, "loss": 0.03683, "time": 0.54937} {"mode": "train", "epoch": 719, "iter": 133650, "lr": 0.0, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03315, "decode.acc_seg": 98.41733, "loss": 0.03315, "time": 0.54889} {"mode": "train", "epoch": 719, "iter": 133700, "lr": 0.0, "memory": 52051, "data_time": 0.01294, "decode.loss_ce": 0.03331, "decode.acc_seg": 98.42126, "loss": 0.03331, "time": 0.54848} {"mode": "train", "epoch": 720, "iter": 133750, "lr": 0.0, "memory": 52051, "data_time": 0.06123, "decode.loss_ce": 0.03391, "decode.acc_seg": 98.42633, "loss": 0.03391, "time": 0.59508} {"mode": "train", "epoch": 720, "iter": 133800, "lr": 0.0, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03372, "decode.acc_seg": 98.40961, "loss": 0.03372, "time": 0.54698} {"mode": "train", "epoch": 720, "iter": 133850, "lr": 0.0, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03476, "decode.acc_seg": 98.35946, "loss": 0.03476, "time": 0.54939} {"mode": "train", "epoch": 720, "iter": 133900, "lr": 0.0, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.03237, "decode.acc_seg": 98.45992, "loss": 0.03237, "time": 0.54576} {"mode": "train", "epoch": 721, "iter": 133950, "lr": 0.0, "memory": 52051, "data_time": 0.06151, "decode.loss_ce": 0.03376, "decode.acc_seg": 98.39635, "loss": 0.03376, "time": 0.59919} {"mode": "train", "epoch": 721, "iter": 134000, "lr": 0.0, "memory": 52051, "data_time": 0.01374, "decode.loss_ce": 0.0346, "decode.acc_seg": 98.40076, "loss": 0.0346, "time": 0.54797} {"mode": "train", "epoch": 721, "iter": 134050, "lr": 0.0, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03246, "decode.acc_seg": 98.42645, "loss": 0.03246, "time": 0.5477} {"mode": "train", "epoch": 721, "iter": 134100, "lr": 0.0, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03364, "decode.acc_seg": 98.4076, "loss": 0.03364, "time": 0.54916} {"mode": "train", "epoch": 722, "iter": 134150, "lr": 0.0, "memory": 52051, "data_time": 0.0616, "decode.loss_ce": 0.03338, "decode.acc_seg": 98.41519, "loss": 0.03338, "time": 0.59783} {"mode": "train", "epoch": 722, "iter": 134200, "lr": 0.0, "memory": 52051, "data_time": 0.01273, "decode.loss_ce": 0.03379, "decode.acc_seg": 98.40955, "loss": 0.03379, "time": 0.54909} {"mode": "train", "epoch": 722, "iter": 134250, "lr": 0.0, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03337, "decode.acc_seg": 98.42223, "loss": 0.03337, "time": 0.54816} {"mode": "train", "epoch": 723, "iter": 134300, "lr": 0.0, "memory": 52051, "data_time": 0.05998, "decode.loss_ce": 0.03384, "decode.acc_seg": 98.3958, "loss": 0.03384, "time": 0.59813} {"mode": "train", "epoch": 723, "iter": 134350, "lr": 0.0, "memory": 52051, "data_time": 0.01397, "decode.loss_ce": 0.03336, "decode.acc_seg": 98.40724, "loss": 0.03336, "time": 0.54855} {"mode": "train", "epoch": 723, "iter": 134400, "lr": 0.0, "memory": 52051, "data_time": 0.01395, "decode.loss_ce": 0.03254, "decode.acc_seg": 98.43621, "loss": 0.03254, "time": 0.54849} {"mode": "train", "epoch": 723, "iter": 134450, "lr": 0.0, "memory": 52051, "data_time": 0.01354, "decode.loss_ce": 0.03389, "decode.acc_seg": 98.41672, "loss": 0.03389, "time": 0.5478} {"mode": "train", "epoch": 724, "iter": 134500, "lr": 0.0, "memory": 52051, "data_time": 0.05926, "decode.loss_ce": 0.03412, "decode.acc_seg": 98.37121, "loss": 0.03412, "time": 0.59472} {"mode": "train", "epoch": 724, "iter": 134550, "lr": 0.0, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03305, "decode.acc_seg": 98.41501, "loss": 0.03305, "time": 0.5491} {"mode": "train", "epoch": 724, "iter": 134600, "lr": 0.0, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.03402, "decode.acc_seg": 98.40217, "loss": 0.03402, "time": 0.54258} {"mode": "train", "epoch": 724, "iter": 134650, "lr": 0.0, "memory": 52051, "data_time": 0.01358, "decode.loss_ce": 0.03309, "decode.acc_seg": 98.42956, "loss": 0.03309, "time": 0.54733} {"mode": "train", "epoch": 725, "iter": 134700, "lr": 0.0, "memory": 52051, "data_time": 0.06053, "decode.loss_ce": 0.03446, "decode.acc_seg": 98.40709, "loss": 0.03446, "time": 0.59736} {"mode": "train", "epoch": 725, "iter": 134750, "lr": 0.0, "memory": 52051, "data_time": 0.01385, "decode.loss_ce": 0.03223, "decode.acc_seg": 98.47599, "loss": 0.03223, "time": 0.54462} {"mode": "train", "epoch": 725, "iter": 134800, "lr": 0.0, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.03413, "decode.acc_seg": 98.39134, "loss": 0.03413, "time": 0.54872} {"mode": "train", "epoch": 725, "iter": 134850, "lr": 0.0, "memory": 52051, "data_time": 0.014, "decode.loss_ce": 0.0322, "decode.acc_seg": 98.47189, "loss": 0.0322, "time": 0.54958} {"mode": "train", "epoch": 726, "iter": 134900, "lr": 0.0, "memory": 52051, "data_time": 0.06136, "decode.loss_ce": 0.03448, "decode.acc_seg": 98.37592, "loss": 0.03448, "time": 0.59901} {"mode": "train", "epoch": 726, "iter": 134950, "lr": 0.0, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.03437, "decode.acc_seg": 98.3785, "loss": 0.03437, "time": 0.54695} {"mode": "train", "epoch": 726, "iter": 135000, "lr": 0.0, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03298, "decode.acc_seg": 98.43706, "loss": 0.03298, "time": 0.54704} {"mode": "train", "epoch": 727, "iter": 135050, "lr": 0.0, "memory": 52051, "data_time": 0.0592, "decode.loss_ce": 0.03529, "decode.acc_seg": 98.3582, "loss": 0.03529, "time": 0.59635} {"mode": "train", "epoch": 727, "iter": 135100, "lr": 0.0, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03334, "decode.acc_seg": 98.43572, "loss": 0.03334, "time": 0.54878} {"mode": "train", "epoch": 727, "iter": 135150, "lr": 0.0, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.03378, "decode.acc_seg": 98.41972, "loss": 0.03378, "time": 0.54812} {"mode": "train", "epoch": 727, "iter": 135200, "lr": 0.0, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03297, "decode.acc_seg": 98.44836, "loss": 0.03297, "time": 0.54837} {"mode": "train", "epoch": 728, "iter": 135250, "lr": 0.0, "memory": 52051, "data_time": 0.05965, "decode.loss_ce": 0.03363, "decode.acc_seg": 98.40292, "loss": 0.03363, "time": 0.59534} {"mode": "train", "epoch": 728, "iter": 135300, "lr": 0.0, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03277, "decode.acc_seg": 98.45652, "loss": 0.03277, "time": 0.54641} {"mode": "train", "epoch": 728, "iter": 135350, "lr": 0.0, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03352, "decode.acc_seg": 98.44169, "loss": 0.03352, "time": 0.54794} {"mode": "train", "epoch": 728, "iter": 135400, "lr": 0.0, "memory": 52051, "data_time": 0.01386, "decode.loss_ce": 0.03527, "decode.acc_seg": 98.419, "loss": 0.03527, "time": 0.54726} {"mode": "train", "epoch": 729, "iter": 135450, "lr": 0.0, "memory": 52051, "data_time": 0.05928, "decode.loss_ce": 0.03366, "decode.acc_seg": 98.41774, "loss": 0.03366, "time": 0.59651} {"mode": "train", "epoch": 729, "iter": 135500, "lr": 0.0, "memory": 52051, "data_time": 0.01385, "decode.loss_ce": 0.03452, "decode.acc_seg": 98.38512, "loss": 0.03452, "time": 0.54613} {"mode": "train", "epoch": 729, "iter": 135550, "lr": 0.0, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03403, "decode.acc_seg": 98.40393, "loss": 0.03403, "time": 0.54929} {"mode": "train", "epoch": 730, "iter": 135600, "lr": 0.0, "memory": 52051, "data_time": 0.0599, "decode.loss_ce": 0.03357, "decode.acc_seg": 98.40647, "loss": 0.03357, "time": 0.59495} {"mode": "train", "epoch": 730, "iter": 135650, "lr": 0.0, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03318, "decode.acc_seg": 98.41418, "loss": 0.03318, "time": 0.5453} {"mode": "train", "epoch": 730, "iter": 135700, "lr": 0.0, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.03394, "decode.acc_seg": 98.40784, "loss": 0.03394, "time": 0.54804} {"mode": "train", "epoch": 730, "iter": 135750, "lr": 0.0, "memory": 52051, "data_time": 0.01286, "decode.loss_ce": 0.03314, "decode.acc_seg": 98.42031, "loss": 0.03314, "time": 0.5483} {"mode": "train", "epoch": 731, "iter": 135800, "lr": 0.0, "memory": 52051, "data_time": 0.06011, "decode.loss_ce": 0.03337, "decode.acc_seg": 98.42698, "loss": 0.03337, "time": 0.59784} {"mode": "train", "epoch": 731, "iter": 135850, "lr": 0.0, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.0332, "decode.acc_seg": 98.43383, "loss": 0.0332, "time": 0.54948} {"mode": "train", "epoch": 731, "iter": 135900, "lr": 0.0, "memory": 52051, "data_time": 0.01432, "decode.loss_ce": 0.03297, "decode.acc_seg": 98.42581, "loss": 0.03297, "time": 0.55036} {"mode": "train", "epoch": 731, "iter": 135950, "lr": 0.0, "memory": 52051, "data_time": 0.01306, "decode.loss_ce": 0.03413, "decode.acc_seg": 98.41417, "loss": 0.03413, "time": 0.54993} {"mode": "train", "epoch": 732, "iter": 136000, "lr": 0.0, "memory": 52051, "data_time": 0.06048, "decode.loss_ce": 0.03258, "decode.acc_seg": 98.46459, "loss": 0.03258, "time": 0.5955} {"mode": "train", "epoch": 732, "iter": 136050, "lr": 0.0, "memory": 52051, "data_time": 0.01423, "decode.loss_ce": 0.03437, "decode.acc_seg": 98.35884, "loss": 0.03437, "time": 0.54778} {"mode": "train", "epoch": 732, "iter": 136100, "lr": 0.0, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03386, "decode.acc_seg": 98.40181, "loss": 0.03386, "time": 0.54711} {"mode": "train", "epoch": 732, "iter": 136150, "lr": 0.0, "memory": 52051, "data_time": 0.01402, "decode.loss_ce": 0.03198, "decode.acc_seg": 98.47192, "loss": 0.03198, "time": 0.5484} {"mode": "train", "epoch": 733, "iter": 136200, "lr": 0.0, "memory": 52051, "data_time": 0.0609, "decode.loss_ce": 0.03237, "decode.acc_seg": 98.47182, "loss": 0.03237, "time": 0.5955} {"mode": "train", "epoch": 733, "iter": 136250, "lr": 0.0, "memory": 52051, "data_time": 0.01286, "decode.loss_ce": 0.03324, "decode.acc_seg": 98.45128, "loss": 0.03324, "time": 0.54623} {"mode": "train", "epoch": 733, "iter": 136300, "lr": 0.0, "memory": 52051, "data_time": 0.01289, "decode.loss_ce": 0.03374, "decode.acc_seg": 98.4015, "loss": 0.03374, "time": 0.54931} {"mode": "train", "epoch": 734, "iter": 136350, "lr": 0.0, "memory": 52051, "data_time": 0.05926, "decode.loss_ce": 0.03296, "decode.acc_seg": 98.42653, "loss": 0.03296, "time": 0.59734} {"mode": "train", "epoch": 734, "iter": 136400, "lr": 0.0, "memory": 52051, "data_time": 0.01308, "decode.loss_ce": 0.0326, "decode.acc_seg": 98.44103, "loss": 0.0326, "time": 0.54853} {"mode": "train", "epoch": 734, "iter": 136450, "lr": 0.0, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.0336, "decode.acc_seg": 98.39022, "loss": 0.0336, "time": 0.54693} {"mode": "train", "epoch": 734, "iter": 136500, "lr": 0.0, "memory": 52051, "data_time": 0.01278, "decode.loss_ce": 0.0331, "decode.acc_seg": 98.42819, "loss": 0.0331, "time": 0.54668} {"mode": "train", "epoch": 735, "iter": 136550, "lr": 0.0, "memory": 52051, "data_time": 0.06074, "decode.loss_ce": 0.0342, "decode.acc_seg": 98.38689, "loss": 0.0342, "time": 0.59712} {"mode": "train", "epoch": 735, "iter": 136600, "lr": 0.0, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.03317, "decode.acc_seg": 98.42503, "loss": 0.03317, "time": 0.54929} {"mode": "train", "epoch": 735, "iter": 136650, "lr": 0.0, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.03447, "decode.acc_seg": 98.40677, "loss": 0.03447, "time": 0.54898} {"mode": "train", "epoch": 735, "iter": 136700, "lr": 0.0, "memory": 52051, "data_time": 0.01286, "decode.loss_ce": 0.03394, "decode.acc_seg": 98.3991, "loss": 0.03394, "time": 0.54627} {"mode": "train", "epoch": 736, "iter": 136750, "lr": 0.0, "memory": 52051, "data_time": 0.0593, "decode.loss_ce": 0.03305, "decode.acc_seg": 98.4424, "loss": 0.03305, "time": 0.58842} {"mode": "train", "epoch": 736, "iter": 136800, "lr": 0.0, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.0333, "decode.acc_seg": 98.41792, "loss": 0.0333, "time": 0.54449} {"mode": "train", "epoch": 736, "iter": 136850, "lr": 0.0, "memory": 52051, "data_time": 0.01309, "decode.loss_ce": 0.03288, "decode.acc_seg": 98.45283, "loss": 0.03288, "time": 0.54943} {"mode": "train", "epoch": 737, "iter": 136900, "lr": 0.0, "memory": 52051, "data_time": 0.05961, "decode.loss_ce": 0.03325, "decode.acc_seg": 98.42083, "loss": 0.03325, "time": 0.59527} {"mode": "train", "epoch": 737, "iter": 136950, "lr": 0.0, "memory": 52051, "data_time": 0.01404, "decode.loss_ce": 0.03298, "decode.acc_seg": 98.41617, "loss": 0.03298, "time": 0.55028} {"mode": "train", "epoch": 737, "iter": 137000, "lr": 0.0, "memory": 52051, "data_time": 0.01376, "decode.loss_ce": 0.03355, "decode.acc_seg": 98.40725, "loss": 0.03355, "time": 0.54964} {"mode": "train", "epoch": 737, "iter": 137050, "lr": 0.0, "memory": 52051, "data_time": 0.01373, "decode.loss_ce": 0.03373, "decode.acc_seg": 98.40672, "loss": 0.03373, "time": 0.54897} {"mode": "train", "epoch": 738, "iter": 137100, "lr": 0.0, "memory": 52051, "data_time": 0.06171, "decode.loss_ce": 0.0335, "decode.acc_seg": 98.42497, "loss": 0.0335, "time": 0.5984} {"mode": "train", "epoch": 738, "iter": 137150, "lr": 0.0, "memory": 52051, "data_time": 0.01371, "decode.loss_ce": 0.03177, "decode.acc_seg": 98.48602, "loss": 0.03177, "time": 0.54899} {"mode": "train", "epoch": 738, "iter": 137200, "lr": 0.0, "memory": 52051, "data_time": 0.01386, "decode.loss_ce": 0.03389, "decode.acc_seg": 98.39065, "loss": 0.03389, "time": 0.54915} {"mode": "train", "epoch": 738, "iter": 137250, "lr": 0.0, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.03444, "decode.acc_seg": 98.37887, "loss": 0.03444, "time": 0.54923} {"mode": "train", "epoch": 739, "iter": 137300, "lr": 0.0, "memory": 52051, "data_time": 0.05967, "decode.loss_ce": 0.03394, "decode.acc_seg": 98.39405, "loss": 0.03394, "time": 0.59864} {"mode": "train", "epoch": 739, "iter": 137350, "lr": 0.0, "memory": 52051, "data_time": 0.0143, "decode.loss_ce": 0.03279, "decode.acc_seg": 98.4435, "loss": 0.03279, "time": 0.54887} {"mode": "train", "epoch": 739, "iter": 137400, "lr": 0.0, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03383, "decode.acc_seg": 98.41329, "loss": 0.03383, "time": 0.54971} {"mode": "train", "epoch": 739, "iter": 137450, "lr": 0.0, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03363, "decode.acc_seg": 98.40301, "loss": 0.03363, "time": 0.54843} {"mode": "train", "epoch": 740, "iter": 137500, "lr": 0.0, "memory": 52051, "data_time": 0.06063, "decode.loss_ce": 0.03331, "decode.acc_seg": 98.40055, "loss": 0.03331, "time": 0.59847} {"mode": "train", "epoch": 740, "iter": 137550, "lr": 0.0, "memory": 52051, "data_time": 0.01384, "decode.loss_ce": 0.03312, "decode.acc_seg": 98.43454, "loss": 0.03312, "time": 0.5494} {"mode": "train", "epoch": 740, "iter": 137600, "lr": 0.0, "memory": 52051, "data_time": 0.01412, "decode.loss_ce": 0.03535, "decode.acc_seg": 98.34288, "loss": 0.03535, "time": 0.54818} {"mode": "train", "epoch": 741, "iter": 137650, "lr": 0.0, "memory": 52051, "data_time": 0.06025, "decode.loss_ce": 0.03386, "decode.acc_seg": 98.41877, "loss": 0.03386, "time": 0.59412} {"mode": "train", "epoch": 741, "iter": 137700, "lr": 0.0, "memory": 52051, "data_time": 0.01404, "decode.loss_ce": 0.03357, "decode.acc_seg": 98.3989, "loss": 0.03357, "time": 0.55003} {"mode": "train", "epoch": 741, "iter": 137750, "lr": 0.0, "memory": 52051, "data_time": 0.01378, "decode.loss_ce": 0.03401, "decode.acc_seg": 98.39936, "loss": 0.03401, "time": 0.54759} {"mode": "train", "epoch": 741, "iter": 137800, "lr": 0.0, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.03349, "decode.acc_seg": 98.42485, "loss": 0.03349, "time": 0.54889} {"mode": "train", "epoch": 742, "iter": 137850, "lr": 0.0, "memory": 52051, "data_time": 0.06026, "decode.loss_ce": 0.03441, "decode.acc_seg": 98.38651, "loss": 0.03441, "time": 0.59735} {"mode": "train", "epoch": 742, "iter": 137900, "lr": 0.0, "memory": 52051, "data_time": 0.0129, "decode.loss_ce": 0.03336, "decode.acc_seg": 98.43704, "loss": 0.03336, "time": 0.54386} {"mode": "train", "epoch": 742, "iter": 137950, "lr": 0.0, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03338, "decode.acc_seg": 98.4143, "loss": 0.03338, "time": 0.5479} {"mode": "train", "epoch": 742, "iter": 138000, "lr": 0.0, "memory": 52051, "data_time": 0.01265, "decode.loss_ce": 0.03269, "decode.acc_seg": 98.43282, "loss": 0.03269, "time": 0.5475} {"mode": "train", "epoch": 743, "iter": 138050, "lr": 0.0, "memory": 52051, "data_time": 0.06111, "decode.loss_ce": 0.03321, "decode.acc_seg": 98.43667, "loss": 0.03321, "time": 0.59588} {"mode": "train", "epoch": 743, "iter": 138100, "lr": 0.0, "memory": 52051, "data_time": 0.01402, "decode.loss_ce": 0.03355, "decode.acc_seg": 98.41611, "loss": 0.03355, "time": 0.54989} {"mode": "train", "epoch": 743, "iter": 138150, "lr": 0.0, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.03294, "decode.acc_seg": 98.43757, "loss": 0.03294, "time": 0.54572} {"mode": "train", "epoch": 744, "iter": 138200, "lr": 0.0, "memory": 52051, "data_time": 0.06064, "decode.loss_ce": 0.0334, "decode.acc_seg": 98.42604, "loss": 0.0334, "time": 0.59752} {"mode": "train", "epoch": 744, "iter": 138250, "lr": 0.0, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03379, "decode.acc_seg": 98.38547, "loss": 0.03379, "time": 0.5475} {"mode": "train", "epoch": 744, "iter": 138300, "lr": 0.0, "memory": 52051, "data_time": 0.01281, "decode.loss_ce": 0.03251, "decode.acc_seg": 98.46582, "loss": 0.03251, "time": 0.54772} {"mode": "train", "epoch": 744, "iter": 138350, "lr": 0.0, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03332, "decode.acc_seg": 98.41968, "loss": 0.03332, "time": 0.55006} {"mode": "train", "epoch": 745, "iter": 138400, "lr": 0.0, "memory": 52051, "data_time": 0.06001, "decode.loss_ce": 0.03273, "decode.acc_seg": 98.45145, "loss": 0.03273, "time": 0.59435} {"mode": "train", "epoch": 745, "iter": 138450, "lr": 0.0, "memory": 52051, "data_time": 0.013, "decode.loss_ce": 0.03363, "decode.acc_seg": 98.41895, "loss": 0.03363, "time": 0.54834} {"mode": "train", "epoch": 745, "iter": 138500, "lr": 0.0, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.0329, "decode.acc_seg": 98.43568, "loss": 0.0329, "time": 0.54732} {"mode": "train", "epoch": 745, "iter": 138550, "lr": 0.0, "memory": 52051, "data_time": 0.01307, "decode.loss_ce": 0.03404, "decode.acc_seg": 98.40799, "loss": 0.03404, "time": 0.54907} {"mode": "train", "epoch": 746, "iter": 138600, "lr": 0.0, "memory": 52051, "data_time": 0.05954, "decode.loss_ce": 0.0346, "decode.acc_seg": 98.38361, "loss": 0.0346, "time": 0.59615} {"mode": "train", "epoch": 746, "iter": 138650, "lr": 0.0, "memory": 52051, "data_time": 0.01278, "decode.loss_ce": 0.03396, "decode.acc_seg": 98.38023, "loss": 0.03396, "time": 0.5487} {"mode": "train", "epoch": 746, "iter": 138700, "lr": 0.0, "memory": 52051, "data_time": 0.01293, "decode.loss_ce": 0.03381, "decode.acc_seg": 98.39998, "loss": 0.03381, "time": 0.54821} {"mode": "train", "epoch": 746, "iter": 138750, "lr": 0.0, "memory": 52051, "data_time": 0.01278, "decode.loss_ce": 0.03328, "decode.acc_seg": 98.42207, "loss": 0.03328, "time": 0.54959} {"mode": "train", "epoch": 747, "iter": 138800, "lr": 0.0, "memory": 52051, "data_time": 0.06035, "decode.loss_ce": 0.03265, "decode.acc_seg": 98.45839, "loss": 0.03265, "time": 0.59804} {"mode": "train", "epoch": 747, "iter": 138850, "lr": 0.0, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.03281, "decode.acc_seg": 98.44907, "loss": 0.03281, "time": 0.54654} {"mode": "train", "epoch": 747, "iter": 138900, "lr": 0.0, "memory": 52051, "data_time": 0.01378, "decode.loss_ce": 0.03461, "decode.acc_seg": 98.39086, "loss": 0.03461, "time": 0.5474} {"mode": "train", "epoch": 748, "iter": 138950, "lr": 0.0, "memory": 52051, "data_time": 0.0593, "decode.loss_ce": 0.03295, "decode.acc_seg": 98.44433, "loss": 0.03295, "time": 0.59488} {"mode": "train", "epoch": 748, "iter": 139000, "lr": 0.0, "memory": 52051, "data_time": 0.01374, "decode.loss_ce": 0.03405, "decode.acc_seg": 98.3728, "loss": 0.03405, "time": 0.54884} {"mode": "train", "epoch": 748, "iter": 139050, "lr": 0.0, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03332, "decode.acc_seg": 98.43879, "loss": 0.03332, "time": 0.54726} {"mode": "train", "epoch": 748, "iter": 139100, "lr": 0.0, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03398, "decode.acc_seg": 98.39768, "loss": 0.03398, "time": 0.54923} {"mode": "train", "epoch": 749, "iter": 139150, "lr": 0.0, "memory": 52051, "data_time": 0.06086, "decode.loss_ce": 0.03315, "decode.acc_seg": 98.4153, "loss": 0.03315, "time": 0.59892} {"mode": "train", "epoch": 749, "iter": 139200, "lr": 0.0, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03313, "decode.acc_seg": 98.42432, "loss": 0.03313, "time": 0.54908} {"mode": "train", "epoch": 749, "iter": 139250, "lr": 0.0, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03337, "decode.acc_seg": 98.41006, "loss": 0.03337, "time": 0.54648} {"mode": "train", "epoch": 749, "iter": 139300, "lr": 0.0, "memory": 52051, "data_time": 0.01289, "decode.loss_ce": 0.03249, "decode.acc_seg": 98.45605, "loss": 0.03249, "time": 0.54863} {"mode": "train", "epoch": 750, "iter": 139350, "lr": 0.0, "memory": 52051, "data_time": 0.06079, "decode.loss_ce": 0.03327, "decode.acc_seg": 98.44514, "loss": 0.03327, "time": 0.59523} {"mode": "train", "epoch": 750, "iter": 139400, "lr": 0.0, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.0338, "decode.acc_seg": 98.41216, "loss": 0.0338, "time": 0.54658} {"mode": "train", "epoch": 750, "iter": 139450, "lr": 0.0, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03296, "decode.acc_seg": 98.43428, "loss": 0.03296, "time": 0.54777} {"mode": "train", "epoch": 750, "iter": 139500, "lr": 0.0, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.03373, "decode.acc_seg": 98.41812, "loss": 0.03373, "time": 0.54954} {"mode": "train", "epoch": 751, "iter": 139550, "lr": 0.0, "memory": 52051, "data_time": 0.06016, "decode.loss_ce": 0.03486, "decode.acc_seg": 98.36786, "loss": 0.03486, "time": 0.59483} {"mode": "train", "epoch": 751, "iter": 139600, "lr": 0.0, "memory": 52051, "data_time": 0.01369, "decode.loss_ce": 0.03367, "decode.acc_seg": 98.4105, "loss": 0.03367, "time": 0.54607} {"mode": "train", "epoch": 751, "iter": 139650, "lr": 0.0, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03357, "decode.acc_seg": 98.43162, "loss": 0.03357, "time": 0.54785} {"mode": "train", "epoch": 752, "iter": 139700, "lr": 0.0, "memory": 52051, "data_time": 0.06078, "decode.loss_ce": 0.03386, "decode.acc_seg": 98.42567, "loss": 0.03386, "time": 0.5961} {"mode": "train", "epoch": 752, "iter": 139750, "lr": 0.0, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03412, "decode.acc_seg": 98.41773, "loss": 0.03412, "time": 0.54651} {"mode": "train", "epoch": 752, "iter": 139800, "lr": 0.0, "memory": 52051, "data_time": 0.01332, "decode.loss_ce": 0.03498, "decode.acc_seg": 98.35972, "loss": 0.03498, "time": 0.54956} {"mode": "train", "epoch": 752, "iter": 139850, "lr": 0.0, "memory": 52051, "data_time": 0.01284, "decode.loss_ce": 0.03339, "decode.acc_seg": 98.42318, "loss": 0.03339, "time": 0.54618} {"mode": "train", "epoch": 753, "iter": 139900, "lr": 0.0, "memory": 52051, "data_time": 0.05964, "decode.loss_ce": 0.03281, "decode.acc_seg": 98.44255, "loss": 0.03281, "time": 0.59663} {"mode": "train", "epoch": 753, "iter": 139950, "lr": 0.0, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03347, "decode.acc_seg": 98.42908, "loss": 0.03347, "time": 0.54847} {"mode": "train", "epoch": 753, "iter": 140000, "lr": 0.0, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03377, "decode.acc_seg": 98.41873, "loss": 0.03377, "time": 0.54703} {"mode": "train", "epoch": 753, "iter": 140050, "lr": 0.0, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.03308, "decode.acc_seg": 98.43447, "loss": 0.03308, "time": 0.54858} {"mode": "train", "epoch": 754, "iter": 140100, "lr": 0.0, "memory": 52051, "data_time": 0.06124, "decode.loss_ce": 0.03401, "decode.acc_seg": 98.39099, "loss": 0.03401, "time": 0.59637} {"mode": "train", "epoch": 754, "iter": 140150, "lr": 0.0, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03389, "decode.acc_seg": 98.40036, "loss": 0.03389, "time": 0.54703} {"mode": "train", "epoch": 754, "iter": 140200, "lr": 0.0, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03518, "decode.acc_seg": 98.36074, "loss": 0.03518, "time": 0.54807} {"mode": "train", "epoch": 755, "iter": 140250, "lr": 0.0, "memory": 52051, "data_time": 0.06113, "decode.loss_ce": 0.03364, "decode.acc_seg": 98.41726, "loss": 0.03364, "time": 0.5962} {"mode": "train", "epoch": 755, "iter": 140300, "lr": 0.0, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.03408, "decode.acc_seg": 98.40723, "loss": 0.03408, "time": 0.5481} {"mode": "train", "epoch": 755, "iter": 140350, "lr": 0.0, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03369, "decode.acc_seg": 98.41064, "loss": 0.03369, "time": 0.5471} {"mode": "train", "epoch": 755, "iter": 140400, "lr": 0.0, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03336, "decode.acc_seg": 98.43328, "loss": 0.03336, "time": 0.54781} {"mode": "train", "epoch": 756, "iter": 140450, "lr": 0.0, "memory": 52051, "data_time": 0.0607, "decode.loss_ce": 0.03438, "decode.acc_seg": 98.36892, "loss": 0.03438, "time": 0.59766} {"mode": "train", "epoch": 756, "iter": 140500, "lr": 0.0, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.0327, "decode.acc_seg": 98.45464, "loss": 0.0327, "time": 0.54905} {"mode": "train", "epoch": 756, "iter": 140550, "lr": 0.0, "memory": 52051, "data_time": 0.01374, "decode.loss_ce": 0.03433, "decode.acc_seg": 98.40856, "loss": 0.03433, "time": 0.5478} {"mode": "train", "epoch": 756, "iter": 140600, "lr": 0.0, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03229, "decode.acc_seg": 98.4693, "loss": 0.03229, "time": 0.54669} {"mode": "train", "epoch": 757, "iter": 140650, "lr": 0.0, "memory": 52051, "data_time": 0.06081, "decode.loss_ce": 0.03489, "decode.acc_seg": 98.3849, "loss": 0.03489, "time": 0.5948} {"mode": "train", "epoch": 757, "iter": 140700, "lr": 0.0, "memory": 52051, "data_time": 0.01351, "decode.loss_ce": 0.03426, "decode.acc_seg": 98.37759, "loss": 0.03426, "time": 0.54691} {"mode": "train", "epoch": 757, "iter": 140750, "lr": 0.0, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03467, "decode.acc_seg": 98.38082, "loss": 0.03467, "time": 0.54585} {"mode": "train", "epoch": 757, "iter": 140800, "lr": 0.0, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03329, "decode.acc_seg": 98.42892, "loss": 0.03329, "time": 0.54669} {"mode": "train", "epoch": 758, "iter": 140850, "lr": 0.0, "memory": 52051, "data_time": 0.05921, "decode.loss_ce": 0.03462, "decode.acc_seg": 98.37488, "loss": 0.03462, "time": 0.59706} {"mode": "train", "epoch": 758, "iter": 140900, "lr": 0.0, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03419, "decode.acc_seg": 98.38008, "loss": 0.03419, "time": 0.549} {"mode": "train", "epoch": 758, "iter": 140950, "lr": 0.0, "memory": 52051, "data_time": 0.01293, "decode.loss_ce": 0.03409, "decode.acc_seg": 98.38775, "loss": 0.03409, "time": 0.54636} {"mode": "train", "epoch": 759, "iter": 141000, "lr": 0.0, "memory": 52051, "data_time": 0.05963, "decode.loss_ce": 0.03351, "decode.acc_seg": 98.41813, "loss": 0.03351, "time": 0.59489} {"mode": "train", "epoch": 759, "iter": 141050, "lr": 0.0, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.03241, "decode.acc_seg": 98.47765, "loss": 0.03241, "time": 0.54866} {"mode": "train", "epoch": 759, "iter": 141100, "lr": 0.0, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.03339, "decode.acc_seg": 98.44492, "loss": 0.03339, "time": 0.5455} {"mode": "train", "epoch": 759, "iter": 141150, "lr": 0.0, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.03221, "decode.acc_seg": 98.47546, "loss": 0.03221, "time": 0.54877} {"mode": "train", "epoch": 760, "iter": 141200, "lr": 0.0, "memory": 52051, "data_time": 0.05955, "decode.loss_ce": 0.03354, "decode.acc_seg": 98.41563, "loss": 0.03354, "time": 0.59723} {"mode": "train", "epoch": 760, "iter": 141250, "lr": 0.0, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.03459, "decode.acc_seg": 98.37248, "loss": 0.03459, "time": 0.55024} {"mode": "train", "epoch": 760, "iter": 141300, "lr": 0.0, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.03397, "decode.acc_seg": 98.40789, "loss": 0.03397, "time": 0.54916} {"mode": "train", "epoch": 760, "iter": 141350, "lr": 0.0, "memory": 52051, "data_time": 0.01309, "decode.loss_ce": 0.034, "decode.acc_seg": 98.41737, "loss": 0.034, "time": 0.54665} {"mode": "train", "epoch": 761, "iter": 141400, "lr": 0.0, "memory": 52051, "data_time": 0.0598, "decode.loss_ce": 0.03326, "decode.acc_seg": 98.39053, "loss": 0.03326, "time": 0.59549} {"mode": "train", "epoch": 761, "iter": 141450, "lr": 0.0, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03404, "decode.acc_seg": 98.41735, "loss": 0.03404, "time": 0.54945} {"mode": "train", "epoch": 761, "iter": 141500, "lr": 0.0, "memory": 52051, "data_time": 0.01291, "decode.loss_ce": 0.03376, "decode.acc_seg": 98.395, "loss": 0.03376, "time": 0.54786} {"mode": "train", "epoch": 762, "iter": 141550, "lr": 0.0, "memory": 52051, "data_time": 0.0603, "decode.loss_ce": 0.0332, "decode.acc_seg": 98.44081, "loss": 0.0332, "time": 0.59945} {"mode": "train", "epoch": 762, "iter": 141600, "lr": 0.0, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.03298, "decode.acc_seg": 98.42857, "loss": 0.03298, "time": 0.54953} {"mode": "train", "epoch": 762, "iter": 141650, "lr": 0.0, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.03342, "decode.acc_seg": 98.42375, "loss": 0.03342, "time": 0.54605} {"mode": "train", "epoch": 762, "iter": 141700, "lr": 0.0, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03243, "decode.acc_seg": 98.45578, "loss": 0.03243, "time": 0.54767} {"mode": "train", "epoch": 763, "iter": 141750, "lr": 0.0, "memory": 52051, "data_time": 0.06033, "decode.loss_ce": 0.03315, "decode.acc_seg": 98.43911, "loss": 0.03315, "time": 0.59678} {"mode": "train", "epoch": 763, "iter": 141800, "lr": 0.0, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03283, "decode.acc_seg": 98.45036, "loss": 0.03283, "time": 0.54884} {"mode": "train", "epoch": 763, "iter": 141850, "lr": 0.0, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.0336, "decode.acc_seg": 98.41692, "loss": 0.0336, "time": 0.5438} {"mode": "train", "epoch": 763, "iter": 141900, "lr": 0.0, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03392, "decode.acc_seg": 98.41207, "loss": 0.03392, "time": 0.54686} {"mode": "train", "epoch": 764, "iter": 141950, "lr": 0.0, "memory": 52051, "data_time": 0.0601, "decode.loss_ce": 0.03386, "decode.acc_seg": 98.37902, "loss": 0.03386, "time": 0.59481} {"mode": "train", "epoch": 764, "iter": 142000, "lr": 0.0, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03259, "decode.acc_seg": 98.45787, "loss": 0.03259, "time": 0.5467} {"mode": "train", "epoch": 764, "iter": 142050, "lr": 0.0, "memory": 52051, "data_time": 0.01305, "decode.loss_ce": 0.03342, "decode.acc_seg": 98.42461, "loss": 0.03342, "time": 0.54776} {"mode": "train", "epoch": 764, "iter": 142100, "lr": 0.0, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.03296, "decode.acc_seg": 98.43593, "loss": 0.03296, "time": 0.54377} {"mode": "train", "epoch": 765, "iter": 142150, "lr": 0.0, "memory": 52051, "data_time": 0.06086, "decode.loss_ce": 0.03333, "decode.acc_seg": 98.43207, "loss": 0.03333, "time": 0.59689} {"mode": "train", "epoch": 765, "iter": 142200, "lr": 0.0, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03263, "decode.acc_seg": 98.4447, "loss": 0.03263, "time": 0.54583} {"mode": "train", "epoch": 765, "iter": 142250, "lr": 0.0, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03288, "decode.acc_seg": 98.42628, "loss": 0.03288, "time": 0.54823} {"mode": "train", "epoch": 766, "iter": 142300, "lr": 0.0, "memory": 52051, "data_time": 0.06012, "decode.loss_ce": 0.03402, "decode.acc_seg": 98.39197, "loss": 0.03402, "time": 0.59815} {"mode": "train", "epoch": 766, "iter": 142350, "lr": 0.0, "memory": 52051, "data_time": 0.01354, "decode.loss_ce": 0.03424, "decode.acc_seg": 98.40866, "loss": 0.03424, "time": 0.5492} {"mode": "train", "epoch": 766, "iter": 142400, "lr": 0.0, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03354, "decode.acc_seg": 98.41903, "loss": 0.03354, "time": 0.54986} {"mode": "train", "epoch": 766, "iter": 142450, "lr": 0.0, "memory": 52051, "data_time": 0.01298, "decode.loss_ce": 0.03454, "decode.acc_seg": 98.41415, "loss": 0.03454, "time": 0.54798} {"mode": "train", "epoch": 767, "iter": 142500, "lr": 0.0, "memory": 52051, "data_time": 0.06067, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.41909, "loss": 0.03388, "time": 0.59511} {"mode": "train", "epoch": 767, "iter": 142550, "lr": 0.0, "memory": 52051, "data_time": 0.01381, "decode.loss_ce": 0.03343, "decode.acc_seg": 98.40491, "loss": 0.03343, "time": 0.5479} {"mode": "train", "epoch": 767, "iter": 142600, "lr": 0.0, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03379, "decode.acc_seg": 98.4239, "loss": 0.03379, "time": 0.5507} {"mode": "train", "epoch": 767, "iter": 142650, "lr": 0.0, "memory": 52051, "data_time": 0.01306, "decode.loss_ce": 0.03377, "decode.acc_seg": 98.41432, "loss": 0.03377, "time": 0.54973} {"mode": "train", "epoch": 768, "iter": 142700, "lr": 0.0, "memory": 52051, "data_time": 0.06017, "decode.loss_ce": 0.03335, "decode.acc_seg": 98.43948, "loss": 0.03335, "time": 0.59686} {"mode": "train", "epoch": 768, "iter": 142750, "lr": 0.0, "memory": 52051, "data_time": 0.01308, "decode.loss_ce": 0.03324, "decode.acc_seg": 98.43634, "loss": 0.03324, "time": 0.54728} {"mode": "train", "epoch": 768, "iter": 142800, "lr": 0.0, "memory": 52051, "data_time": 0.01317, "decode.loss_ce": 0.03406, "decode.acc_seg": 98.41817, "loss": 0.03406, "time": 0.54809} {"mode": "train", "epoch": 769, "iter": 142850, "lr": 0.0, "memory": 52051, "data_time": 0.05986, "decode.loss_ce": 0.03253, "decode.acc_seg": 98.44037, "loss": 0.03253, "time": 0.59808} {"mode": "train", "epoch": 769, "iter": 142900, "lr": 0.0, "memory": 52051, "data_time": 0.01402, "decode.loss_ce": 0.03325, "decode.acc_seg": 98.44755, "loss": 0.03325, "time": 0.5486} {"mode": "train", "epoch": 769, "iter": 142950, "lr": 0.0, "memory": 52051, "data_time": 0.01402, "decode.loss_ce": 0.03416, "decode.acc_seg": 98.3893, "loss": 0.03416, "time": 0.54848} {"mode": "train", "epoch": 769, "iter": 143000, "lr": 0.0, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03329, "decode.acc_seg": 98.43198, "loss": 0.03329, "time": 0.54897} {"mode": "train", "epoch": 770, "iter": 143050, "lr": 0.0, "memory": 52051, "data_time": 0.06114, "decode.loss_ce": 0.03323, "decode.acc_seg": 98.43761, "loss": 0.03323, "time": 0.59627} {"mode": "train", "epoch": 770, "iter": 143100, "lr": 0.0, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03506, "decode.acc_seg": 98.36367, "loss": 0.03506, "time": 0.54978} {"mode": "train", "epoch": 770, "iter": 143150, "lr": 0.0, "memory": 52051, "data_time": 0.01297, "decode.loss_ce": 0.0336, "decode.acc_seg": 98.43303, "loss": 0.0336, "time": 0.55064} {"mode": "train", "epoch": 770, "iter": 143200, "lr": 0.0, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03368, "decode.acc_seg": 98.41416, "loss": 0.03368, "time": 0.5455} {"mode": "train", "epoch": 771, "iter": 143250, "lr": 0.0, "memory": 52051, "data_time": 0.06081, "decode.loss_ce": 0.03199, "decode.acc_seg": 98.48796, "loss": 0.03199, "time": 0.59526} {"mode": "train", "epoch": 771, "iter": 143300, "lr": 0.0, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.03401, "decode.acc_seg": 98.4098, "loss": 0.03401, "time": 0.54643} {"mode": "train", "epoch": 771, "iter": 143350, "lr": 0.0, "memory": 52051, "data_time": 0.01344, "decode.loss_ce": 0.03345, "decode.acc_seg": 98.41743, "loss": 0.03345, "time": 0.55032} {"mode": "train", "epoch": 771, "iter": 143400, "lr": 0.0, "memory": 52051, "data_time": 0.01269, "decode.loss_ce": 0.03466, "decode.acc_seg": 98.38913, "loss": 0.03466, "time": 0.54621} {"mode": "train", "epoch": 772, "iter": 143450, "lr": 0.0, "memory": 52051, "data_time": 0.06127, "decode.loss_ce": 0.03296, "decode.acc_seg": 98.44255, "loss": 0.03296, "time": 0.59697} {"mode": "train", "epoch": 772, "iter": 143500, "lr": 0.0, "memory": 52051, "data_time": 0.01311, "decode.loss_ce": 0.03406, "decode.acc_seg": 98.39458, "loss": 0.03406, "time": 0.54805} {"mode": "train", "epoch": 772, "iter": 143550, "lr": 0.0, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.03521, "decode.acc_seg": 98.35683, "loss": 0.03521, "time": 0.54787} {"mode": "train", "epoch": 773, "iter": 143600, "lr": 0.0, "memory": 52051, "data_time": 0.05998, "decode.loss_ce": 0.033, "decode.acc_seg": 98.42493, "loss": 0.033, "time": 0.59671} {"mode": "train", "epoch": 773, "iter": 143650, "lr": 0.0, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03424, "decode.acc_seg": 98.39542, "loss": 0.03424, "time": 0.54993} {"mode": "train", "epoch": 773, "iter": 143700, "lr": 0.0, "memory": 52051, "data_time": 0.01379, "decode.loss_ce": 0.03304, "decode.acc_seg": 98.42041, "loss": 0.03304, "time": 0.54778} {"mode": "train", "epoch": 773, "iter": 143750, "lr": 0.0, "memory": 52051, "data_time": 0.01376, "decode.loss_ce": 0.034, "decode.acc_seg": 98.38861, "loss": 0.034, "time": 0.55036} {"mode": "train", "epoch": 774, "iter": 143800, "lr": 0.0, "memory": 52051, "data_time": 0.05975, "decode.loss_ce": 0.03363, "decode.acc_seg": 98.40574, "loss": 0.03363, "time": 0.59417} {"mode": "train", "epoch": 774, "iter": 143850, "lr": 0.0, "memory": 52051, "data_time": 0.01357, "decode.loss_ce": 0.03227, "decode.acc_seg": 98.46692, "loss": 0.03227, "time": 0.54968} {"mode": "train", "epoch": 774, "iter": 143900, "lr": 0.0, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03302, "decode.acc_seg": 98.44057, "loss": 0.03302, "time": 0.55129} {"mode": "train", "epoch": 774, "iter": 143950, "lr": 0.0, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03435, "decode.acc_seg": 98.39527, "loss": 0.03435, "time": 0.54837} {"mode": "train", "epoch": 775, "iter": 144000, "lr": 0.0, "memory": 52051, "data_time": 0.05991, "decode.loss_ce": 0.0332, "decode.acc_seg": 98.42783, "loss": 0.0332, "time": 0.63702} {"mode": "val", "epoch": 775, "iter": 63, "lr": 0.0, "mIoU": [0.8157, 0.8157, 0.816, 0.8162, 0.8163, 0.8164, 0.8167, 0.8167, 0.8167, 0.8169, 0.8169, 0.8171, 0.8171, 0.8172, 0.8173, 0.8174, 0.8174, 0.8174, 0.8175, 0.8175], "copy_paste": "81.57,81.57,81.6,81.62,81.63,81.64,81.67,81.67,81.67,81.69,81.69,81.71,81.71,81.72,81.73,81.74,81.74,81.74,81.75,81.75"} {"mode": "train", "epoch": 775, "iter": 144050, "lr": 0.0, "memory": 52051, "data_time": 7.38177, "decode.loss_ce": 0.03385, "decode.acc_seg": 98.42931, "loss": 0.03385, "time": 7.91795} {"mode": "train", "epoch": 775, "iter": 144100, "lr": 0.0, "memory": 52051, "data_time": 0.01383, "decode.loss_ce": 0.03347, "decode.acc_seg": 98.43261, "loss": 0.03347, "time": 0.55007} {"mode": "train", "epoch": 775, "iter": 144150, "lr": 0.0, "memory": 52051, "data_time": 0.0138, "decode.loss_ce": 0.03264, "decode.acc_seg": 98.4408, "loss": 0.03264, "time": 0.54947} {"mode": "train", "epoch": 776, "iter": 144200, "lr": 0.0, "memory": 52051, "data_time": 0.05999, "decode.loss_ce": 0.03372, "decode.acc_seg": 98.3948, "loss": 0.03372, "time": 0.5967} {"mode": "train", "epoch": 776, "iter": 144250, "lr": 0.0, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.03263, "decode.acc_seg": 98.46059, "loss": 0.03263, "time": 0.54898} {"mode": "train", "epoch": 776, "iter": 144300, "lr": 0.0, "memory": 52051, "data_time": 0.01287, "decode.loss_ce": 0.03347, "decode.acc_seg": 98.40639, "loss": 0.03347, "time": 0.54551} {"mode": "train", "epoch": 777, "iter": 144350, "lr": 0.0, "memory": 52051, "data_time": 0.06002, "decode.loss_ce": 0.03288, "decode.acc_seg": 98.42817, "loss": 0.03288, "time": 0.59717} {"mode": "train", "epoch": 777, "iter": 144400, "lr": 0.0, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.03315, "decode.acc_seg": 98.4276, "loss": 0.03315, "time": 0.54913} {"mode": "train", "epoch": 777, "iter": 144450, "lr": 0.0, "memory": 52051, "data_time": 0.01369, "decode.loss_ce": 0.0332, "decode.acc_seg": 98.43031, "loss": 0.0332, "time": 0.54798} {"mode": "train", "epoch": 777, "iter": 144500, "lr": 0.0, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03507, "decode.acc_seg": 98.36189, "loss": 0.03507, "time": 0.54628} {"mode": "train", "epoch": 778, "iter": 144550, "lr": 0.0, "memory": 52051, "data_time": 0.06007, "decode.loss_ce": 0.03309, "decode.acc_seg": 98.4472, "loss": 0.03309, "time": 0.59724} {"mode": "train", "epoch": 778, "iter": 144600, "lr": 0.0, "memory": 52051, "data_time": 0.01384, "decode.loss_ce": 0.03306, "decode.acc_seg": 98.43436, "loss": 0.03306, "time": 0.54574} {"mode": "train", "epoch": 778, "iter": 144650, "lr": 0.0, "memory": 52051, "data_time": 0.01364, "decode.loss_ce": 0.03323, "decode.acc_seg": 98.41294, "loss": 0.03323, "time": 0.54876} {"mode": "train", "epoch": 778, "iter": 144700, "lr": 0.0, "memory": 52051, "data_time": 0.01334, "decode.loss_ce": 0.03368, "decode.acc_seg": 98.40093, "loss": 0.03368, "time": 0.54886} {"mode": "train", "epoch": 779, "iter": 144750, "lr": 0.0, "memory": 52051, "data_time": 0.0609, "decode.loss_ce": 0.03253, "decode.acc_seg": 98.45432, "loss": 0.03253, "time": 0.59567} {"mode": "train", "epoch": 779, "iter": 144800, "lr": 0.0, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.03373, "decode.acc_seg": 98.412, "loss": 0.03373, "time": 0.54775} {"mode": "train", "epoch": 779, "iter": 144850, "lr": 0.0, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03215, "decode.acc_seg": 98.43963, "loss": 0.03215, "time": 0.54824} {"mode": "train", "epoch": 780, "iter": 144900, "lr": 0.0, "memory": 52051, "data_time": 0.05928, "decode.loss_ce": 0.03351, "decode.acc_seg": 98.40116, "loss": 0.03351, "time": 0.59404} {"mode": "train", "epoch": 780, "iter": 144950, "lr": 0.0, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.03377, "decode.acc_seg": 98.41008, "loss": 0.03377, "time": 0.5476} {"mode": "train", "epoch": 780, "iter": 145000, "lr": 0.0, "memory": 52051, "data_time": 0.01362, "decode.loss_ce": 0.03316, "decode.acc_seg": 98.4108, "loss": 0.03316, "time": 0.54879} {"mode": "train", "epoch": 780, "iter": 145050, "lr": 0.0, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03261, "decode.acc_seg": 98.45402, "loss": 0.03261, "time": 0.54974} {"mode": "train", "epoch": 781, "iter": 145100, "lr": 0.0, "memory": 52051, "data_time": 0.06002, "decode.loss_ce": 0.03323, "decode.acc_seg": 98.42442, "loss": 0.03323, "time": 0.59862} {"mode": "train", "epoch": 781, "iter": 145150, "lr": 0.0, "memory": 52051, "data_time": 0.0136, "decode.loss_ce": 0.03451, "decode.acc_seg": 98.38963, "loss": 0.03451, "time": 0.54735} {"mode": "train", "epoch": 781, "iter": 145200, "lr": 0.0, "memory": 52051, "data_time": 0.01329, "decode.loss_ce": 0.033, "decode.acc_seg": 98.45252, "loss": 0.033, "time": 0.54844} {"mode": "train", "epoch": 781, "iter": 145250, "lr": 0.0, "memory": 52051, "data_time": 0.01377, "decode.loss_ce": 0.03416, "decode.acc_seg": 98.3981, "loss": 0.03416, "time": 0.55015} {"mode": "train", "epoch": 782, "iter": 145300, "lr": 0.0, "memory": 52051, "data_time": 0.06025, "decode.loss_ce": 0.03401, "decode.acc_seg": 98.39042, "loss": 0.03401, "time": 0.59702} {"mode": "train", "epoch": 782, "iter": 145350, "lr": 0.0, "memory": 52051, "data_time": 0.01396, "decode.loss_ce": 0.03349, "decode.acc_seg": 98.41316, "loss": 0.03349, "time": 0.54989} {"mode": "train", "epoch": 782, "iter": 145400, "lr": 0.0, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.03411, "decode.acc_seg": 98.39211, "loss": 0.03411, "time": 0.54736} {"mode": "train", "epoch": 782, "iter": 145450, "lr": 0.0, "memory": 52051, "data_time": 0.01357, "decode.loss_ce": 0.03365, "decode.acc_seg": 98.41656, "loss": 0.03365, "time": 0.54771} {"mode": "train", "epoch": 783, "iter": 145500, "lr": 0.0, "memory": 52051, "data_time": 0.06058, "decode.loss_ce": 0.03396, "decode.acc_seg": 98.40403, "loss": 0.03396, "time": 0.59712} {"mode": "train", "epoch": 783, "iter": 145550, "lr": 0.0, "memory": 52051, "data_time": 0.01358, "decode.loss_ce": 0.03284, "decode.acc_seg": 98.45026, "loss": 0.03284, "time": 0.54891} {"mode": "train", "epoch": 783, "iter": 145600, "lr": 0.0, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03334, "decode.acc_seg": 98.4359, "loss": 0.03334, "time": 0.5502} {"mode": "train", "epoch": 784, "iter": 145650, "lr": 0.0, "memory": 52051, "data_time": 0.06115, "decode.loss_ce": 0.03398, "decode.acc_seg": 98.38903, "loss": 0.03398, "time": 0.59337} {"mode": "train", "epoch": 784, "iter": 145700, "lr": 0.0, "memory": 52051, "data_time": 0.01412, "decode.loss_ce": 0.03296, "decode.acc_seg": 98.43268, "loss": 0.03296, "time": 0.54945} {"mode": "train", "epoch": 784, "iter": 145750, "lr": 0.0, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.03472, "decode.acc_seg": 98.36631, "loss": 0.03472, "time": 0.54888} {"mode": "train", "epoch": 784, "iter": 145800, "lr": 0.0, "memory": 52051, "data_time": 0.01347, "decode.loss_ce": 0.03319, "decode.acc_seg": 98.42736, "loss": 0.03319, "time": 0.54754} {"mode": "train", "epoch": 785, "iter": 145850, "lr": 0.0, "memory": 52051, "data_time": 0.05949, "decode.loss_ce": 0.03358, "decode.acc_seg": 98.43501, "loss": 0.03358, "time": 0.59729} {"mode": "train", "epoch": 785, "iter": 145900, "lr": 0.0, "memory": 52051, "data_time": 0.01365, "decode.loss_ce": 0.03369, "decode.acc_seg": 98.40291, "loss": 0.03369, "time": 0.54704} {"mode": "train", "epoch": 785, "iter": 145950, "lr": 0.0, "memory": 52051, "data_time": 0.01378, "decode.loss_ce": 0.03407, "decode.acc_seg": 98.4125, "loss": 0.03407, "time": 0.54784} {"mode": "train", "epoch": 785, "iter": 146000, "lr": 0.0, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03454, "decode.acc_seg": 98.38664, "loss": 0.03454, "time": 0.5473} {"mode": "train", "epoch": 786, "iter": 146050, "lr": 0.0, "memory": 52051, "data_time": 0.06085, "decode.loss_ce": 0.03352, "decode.acc_seg": 98.40902, "loss": 0.03352, "time": 0.59574} {"mode": "train", "epoch": 786, "iter": 146100, "lr": 0.0, "memory": 52051, "data_time": 0.0129, "decode.loss_ce": 0.03275, "decode.acc_seg": 98.44153, "loss": 0.03275, "time": 0.54889} {"mode": "train", "epoch": 786, "iter": 146150, "lr": 0.0, "memory": 52051, "data_time": 0.01395, "decode.loss_ce": 0.03266, "decode.acc_seg": 98.46587, "loss": 0.03266, "time": 0.54999} {"mode": "train", "epoch": 787, "iter": 146200, "lr": 0.0, "memory": 52051, "data_time": 0.06065, "decode.loss_ce": 0.03314, "decode.acc_seg": 98.41898, "loss": 0.03314, "time": 0.59421} {"mode": "train", "epoch": 787, "iter": 146250, "lr": 0.0, "memory": 52051, "data_time": 0.01367, "decode.loss_ce": 0.03335, "decode.acc_seg": 98.40326, "loss": 0.03335, "time": 0.54849} {"mode": "train", "epoch": 787, "iter": 146300, "lr": 0.0, "memory": 52051, "data_time": 0.01406, "decode.loss_ce": 0.03406, "decode.acc_seg": 98.393, "loss": 0.03406, "time": 0.54739} {"mode": "train", "epoch": 787, "iter": 146350, "lr": 0.0, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.0323, "decode.acc_seg": 98.47854, "loss": 0.0323, "time": 0.5463} {"mode": "train", "epoch": 788, "iter": 146400, "lr": 0.0, "memory": 52051, "data_time": 0.06065, "decode.loss_ce": 0.03269, "decode.acc_seg": 98.44761, "loss": 0.03269, "time": 0.59506} {"mode": "train", "epoch": 788, "iter": 146450, "lr": 0.0, "memory": 52051, "data_time": 0.01373, "decode.loss_ce": 0.0331, "decode.acc_seg": 98.44908, "loss": 0.0331, "time": 0.54874} {"mode": "train", "epoch": 788, "iter": 146500, "lr": 0.0, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03319, "decode.acc_seg": 98.44773, "loss": 0.03319, "time": 0.54714} {"mode": "train", "epoch": 788, "iter": 146550, "lr": 0.0, "memory": 52051, "data_time": 0.01381, "decode.loss_ce": 0.03351, "decode.acc_seg": 98.42404, "loss": 0.03351, "time": 0.54741} {"mode": "train", "epoch": 789, "iter": 146600, "lr": 0.0, "memory": 52051, "data_time": 0.06083, "decode.loss_ce": 0.03419, "decode.acc_seg": 98.37156, "loss": 0.03419, "time": 0.59653} {"mode": "train", "epoch": 789, "iter": 146650, "lr": 0.0, "memory": 52051, "data_time": 0.01357, "decode.loss_ce": 0.03338, "decode.acc_seg": 98.41402, "loss": 0.03338, "time": 0.54806} {"mode": "train", "epoch": 789, "iter": 146700, "lr": 0.0, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03401, "decode.acc_seg": 98.37779, "loss": 0.03401, "time": 0.54996} {"mode": "train", "epoch": 789, "iter": 146750, "lr": 0.0, "memory": 52051, "data_time": 0.01316, "decode.loss_ce": 0.03324, "decode.acc_seg": 98.43212, "loss": 0.03324, "time": 0.54978} {"mode": "train", "epoch": 790, "iter": 146800, "lr": 0.0, "memory": 52051, "data_time": 0.05907, "decode.loss_ce": 0.03397, "decode.acc_seg": 98.42481, "loss": 0.03397, "time": 0.59481} {"mode": "train", "epoch": 790, "iter": 146850, "lr": 0.0, "memory": 52051, "data_time": 0.01348, "decode.loss_ce": 0.03307, "decode.acc_seg": 98.42343, "loss": 0.03307, "time": 0.54889} {"mode": "train", "epoch": 790, "iter": 146900, "lr": 0.0, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.03415, "decode.acc_seg": 98.40727, "loss": 0.03415, "time": 0.54663} {"mode": "train", "epoch": 791, "iter": 146950, "lr": 0.0, "memory": 52051, "data_time": 0.06002, "decode.loss_ce": 0.03266, "decode.acc_seg": 98.47028, "loss": 0.03266, "time": 0.59708} {"mode": "train", "epoch": 791, "iter": 147000, "lr": 0.0, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.03247, "decode.acc_seg": 98.44077, "loss": 0.03247, "time": 0.54602} {"mode": "train", "epoch": 791, "iter": 147050, "lr": 0.0, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.03331, "decode.acc_seg": 98.42353, "loss": 0.03331, "time": 0.54782} {"mode": "train", "epoch": 791, "iter": 147100, "lr": 0.0, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.03356, "decode.acc_seg": 98.40912, "loss": 0.03356, "time": 0.548} {"mode": "train", "epoch": 792, "iter": 147150, "lr": 0.0, "memory": 52051, "data_time": 0.06043, "decode.loss_ce": 0.0335, "decode.acc_seg": 98.40493, "loss": 0.0335, "time": 0.59818} {"mode": "train", "epoch": 792, "iter": 147200, "lr": 0.0, "memory": 52051, "data_time": 0.01378, "decode.loss_ce": 0.03375, "decode.acc_seg": 98.4043, "loss": 0.03375, "time": 0.54657} {"mode": "train", "epoch": 792, "iter": 147250, "lr": 0.0, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.03258, "decode.acc_seg": 98.44664, "loss": 0.03258, "time": 0.55017} {"mode": "train", "epoch": 792, "iter": 147300, "lr": 0.0, "memory": 52051, "data_time": 0.01363, "decode.loss_ce": 0.03315, "decode.acc_seg": 98.44011, "loss": 0.03315, "time": 0.54705} {"mode": "train", "epoch": 793, "iter": 147350, "lr": 0.0, "memory": 52051, "data_time": 0.06043, "decode.loss_ce": 0.03379, "decode.acc_seg": 98.4098, "loss": 0.03379, "time": 0.59653} {"mode": "train", "epoch": 793, "iter": 147400, "lr": 0.0, "memory": 52051, "data_time": 0.01367, "decode.loss_ce": 0.03303, "decode.acc_seg": 98.41497, "loss": 0.03303, "time": 0.54792} {"mode": "train", "epoch": 793, "iter": 147450, "lr": 0.0, "memory": 52051, "data_time": 0.01397, "decode.loss_ce": 0.03417, "decode.acc_seg": 98.39758, "loss": 0.03417, "time": 0.54836} {"mode": "train", "epoch": 794, "iter": 147500, "lr": 0.0, "memory": 52051, "data_time": 0.05956, "decode.loss_ce": 0.03483, "decode.acc_seg": 98.37811, "loss": 0.03483, "time": 0.59897} {"mode": "train", "epoch": 794, "iter": 147550, "lr": 0.0, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03254, "decode.acc_seg": 98.44493, "loss": 0.03254, "time": 0.54753} {"mode": "train", "epoch": 794, "iter": 147600, "lr": 0.0, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.0328, "decode.acc_seg": 98.46714, "loss": 0.0328, "time": 0.54647} {"mode": "train", "epoch": 794, "iter": 147650, "lr": 0.0, "memory": 52051, "data_time": 0.01367, "decode.loss_ce": 0.03303, "decode.acc_seg": 98.43137, "loss": 0.03303, "time": 0.54661} {"mode": "train", "epoch": 795, "iter": 147700, "lr": 0.0, "memory": 52051, "data_time": 0.06084, "decode.loss_ce": 0.0344, "decode.acc_seg": 98.37945, "loss": 0.0344, "time": 0.59795} {"mode": "train", "epoch": 795, "iter": 147750, "lr": 0.0, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03289, "decode.acc_seg": 98.42957, "loss": 0.03289, "time": 0.54442} {"mode": "train", "epoch": 795, "iter": 147800, "lr": 0.0, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03529, "decode.acc_seg": 98.34908, "loss": 0.03529, "time": 0.5474} {"mode": "train", "epoch": 795, "iter": 147850, "lr": 0.0, "memory": 52051, "data_time": 0.01313, "decode.loss_ce": 0.0329, "decode.acc_seg": 98.43452, "loss": 0.0329, "time": 0.54686} {"mode": "train", "epoch": 796, "iter": 147900, "lr": 0.0, "memory": 52051, "data_time": 0.05998, "decode.loss_ce": 0.03499, "decode.acc_seg": 98.36727, "loss": 0.03499, "time": 0.59551} {"mode": "train", "epoch": 796, "iter": 147950, "lr": 0.0, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.03245, "decode.acc_seg": 98.47069, "loss": 0.03245, "time": 0.54644} {"mode": "train", "epoch": 796, "iter": 148000, "lr": 0.0, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03334, "decode.acc_seg": 98.43566, "loss": 0.03334, "time": 0.54789} {"mode": "train", "epoch": 796, "iter": 148050, "lr": 0.0, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03304, "decode.acc_seg": 98.42101, "loss": 0.03304, "time": 0.54665} {"mode": "train", "epoch": 797, "iter": 148100, "lr": 0.0, "memory": 52051, "data_time": 0.06171, "decode.loss_ce": 0.0343, "decode.acc_seg": 98.38659, "loss": 0.0343, "time": 0.59599} {"mode": "train", "epoch": 797, "iter": 148150, "lr": 0.0, "memory": 52051, "data_time": 0.01286, "decode.loss_ce": 0.03459, "decode.acc_seg": 98.38167, "loss": 0.03459, "time": 0.54645} {"mode": "train", "epoch": 797, "iter": 148200, "lr": 0.0, "memory": 52051, "data_time": 0.0139, "decode.loss_ce": 0.03226, "decode.acc_seg": 98.46946, "loss": 0.03226, "time": 0.54884} {"mode": "train", "epoch": 798, "iter": 148250, "lr": 0.0, "memory": 52051, "data_time": 0.06042, "decode.loss_ce": 0.03272, "decode.acc_seg": 98.45527, "loss": 0.03272, "time": 0.59675} {"mode": "train", "epoch": 798, "iter": 148300, "lr": 0.0, "memory": 52051, "data_time": 0.01373, "decode.loss_ce": 0.03373, "decode.acc_seg": 98.40199, "loss": 0.03373, "time": 0.54572} {"mode": "train", "epoch": 798, "iter": 148350, "lr": 0.0, "memory": 52051, "data_time": 0.01364, "decode.loss_ce": 0.03309, "decode.acc_seg": 98.45693, "loss": 0.03309, "time": 0.54966} {"mode": "train", "epoch": 798, "iter": 148400, "lr": 0.0, "memory": 52051, "data_time": 0.01337, "decode.loss_ce": 0.03286, "decode.acc_seg": 98.43546, "loss": 0.03286, "time": 0.54984} {"mode": "train", "epoch": 799, "iter": 148450, "lr": 0.0, "memory": 52051, "data_time": 0.05975, "decode.loss_ce": 0.03501, "decode.acc_seg": 98.38465, "loss": 0.03501, "time": 0.59814} {"mode": "train", "epoch": 799, "iter": 148500, "lr": 0.0, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.0342, "decode.acc_seg": 98.38807, "loss": 0.0342, "time": 0.54755} {"mode": "train", "epoch": 799, "iter": 148550, "lr": 0.0, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.03233, "decode.acc_seg": 98.4505, "loss": 0.03233, "time": 0.54535} {"mode": "train", "epoch": 799, "iter": 148600, "lr": 0.0, "memory": 52051, "data_time": 0.01336, "decode.loss_ce": 0.03386, "decode.acc_seg": 98.39692, "loss": 0.03386, "time": 0.5504} {"mode": "train", "epoch": 800, "iter": 148650, "lr": 0.0, "memory": 52051, "data_time": 0.0601, "decode.loss_ce": 0.03373, "decode.acc_seg": 98.39484, "loss": 0.03373, "time": 0.59403} {"mode": "train", "epoch": 800, "iter": 148700, "lr": 0.0, "memory": 52051, "data_time": 0.01369, "decode.loss_ce": 0.03351, "decode.acc_seg": 98.43303, "loss": 0.03351, "time": 0.54771} {"mode": "train", "epoch": 800, "iter": 148750, "lr": 0.0, "memory": 52051, "data_time": 0.01389, "decode.loss_ce": 0.03383, "decode.acc_seg": 98.39673, "loss": 0.03383, "time": 0.55097} {"mode": "train", "epoch": 800, "iter": 148800, "lr": 0.0, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03333, "decode.acc_seg": 98.40696, "loss": 0.03333, "time": 0.54857} {"mode": "train", "epoch": 801, "iter": 148850, "lr": 0.0, "memory": 52051, "data_time": 0.0608, "decode.loss_ce": 0.03376, "decode.acc_seg": 98.4011, "loss": 0.03376, "time": 0.598} {"mode": "train", "epoch": 801, "iter": 148900, "lr": 0.0, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.03332, "decode.acc_seg": 98.42266, "loss": 0.03332, "time": 0.54943} {"mode": "train", "epoch": 801, "iter": 148950, "lr": 0.0, "memory": 52051, "data_time": 0.0129, "decode.loss_ce": 0.03417, "decode.acc_seg": 98.43721, "loss": 0.03417, "time": 0.54918} {"mode": "train", "epoch": 802, "iter": 149000, "lr": 0.0, "memory": 52051, "data_time": 0.05921, "decode.loss_ce": 0.03267, "decode.acc_seg": 98.44, "loss": 0.03267, "time": 0.59729} {"mode": "train", "epoch": 802, "iter": 149050, "lr": 0.0, "memory": 52051, "data_time": 0.01227, "decode.loss_ce": 0.03407, "decode.acc_seg": 98.39054, "loss": 0.03407, "time": 0.54475} {"mode": "train", "epoch": 802, "iter": 149100, "lr": 0.0, "memory": 52051, "data_time": 0.01293, "decode.loss_ce": 0.03293, "decode.acc_seg": 98.43233, "loss": 0.03293, "time": 0.54708} {"mode": "train", "epoch": 802, "iter": 149150, "lr": 0.0, "memory": 52051, "data_time": 0.01276, "decode.loss_ce": 0.03444, "decode.acc_seg": 98.41831, "loss": 0.03444, "time": 0.54706} {"mode": "train", "epoch": 803, "iter": 149200, "lr": 0.0, "memory": 52051, "data_time": 0.06001, "decode.loss_ce": 0.03314, "decode.acc_seg": 98.43651, "loss": 0.03314, "time": 0.59711} {"mode": "train", "epoch": 803, "iter": 149250, "lr": 0.0, "memory": 52051, "data_time": 0.01403, "decode.loss_ce": 0.03321, "decode.acc_seg": 98.43672, "loss": 0.03321, "time": 0.54618} {"mode": "train", "epoch": 803, "iter": 149300, "lr": 0.0, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.03328, "decode.acc_seg": 98.41508, "loss": 0.03328, "time": 0.548} {"mode": "train", "epoch": 803, "iter": 149350, "lr": 0.0, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.03351, "decode.acc_seg": 98.41804, "loss": 0.03351, "time": 0.54708} {"mode": "train", "epoch": 804, "iter": 149400, "lr": 0.0, "memory": 52051, "data_time": 0.06098, "decode.loss_ce": 0.03382, "decode.acc_seg": 98.39967, "loss": 0.03382, "time": 0.59907} {"mode": "train", "epoch": 804, "iter": 149450, "lr": 0.0, "memory": 52051, "data_time": 0.01398, "decode.loss_ce": 0.03341, "decode.acc_seg": 98.42441, "loss": 0.03341, "time": 0.54814} {"mode": "train", "epoch": 804, "iter": 149500, "lr": 0.0, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03419, "decode.acc_seg": 98.40828, "loss": 0.03419, "time": 0.55005} {"mode": "train", "epoch": 805, "iter": 149550, "lr": 0.0, "memory": 52051, "data_time": 0.05928, "decode.loss_ce": 0.03414, "decode.acc_seg": 98.39743, "loss": 0.03414, "time": 0.59444} {"mode": "train", "epoch": 805, "iter": 149600, "lr": 0.0, "memory": 52051, "data_time": 0.01356, "decode.loss_ce": 0.03348, "decode.acc_seg": 98.41184, "loss": 0.03348, "time": 0.54741} {"mode": "train", "epoch": 805, "iter": 149650, "lr": 0.0, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.03522, "decode.acc_seg": 98.35088, "loss": 0.03522, "time": 0.54638} {"mode": "train", "epoch": 805, "iter": 149700, "lr": 0.0, "memory": 52051, "data_time": 0.01341, "decode.loss_ce": 0.03301, "decode.acc_seg": 98.45807, "loss": 0.03301, "time": 0.54759} {"mode": "train", "epoch": 806, "iter": 149750, "lr": 0.0, "memory": 52051, "data_time": 0.06094, "decode.loss_ce": 0.03313, "decode.acc_seg": 98.42653, "loss": 0.03313, "time": 0.59415} {"mode": "train", "epoch": 806, "iter": 149800, "lr": 0.0, "memory": 52051, "data_time": 0.01358, "decode.loss_ce": 0.03269, "decode.acc_seg": 98.45922, "loss": 0.03269, "time": 0.54953} {"mode": "train", "epoch": 806, "iter": 149850, "lr": 0.0, "memory": 52051, "data_time": 0.01322, "decode.loss_ce": 0.03227, "decode.acc_seg": 98.45942, "loss": 0.03227, "time": 0.54599} {"mode": "train", "epoch": 806, "iter": 149900, "lr": 0.0, "memory": 52051, "data_time": 0.01415, "decode.loss_ce": 0.03341, "decode.acc_seg": 98.41714, "loss": 0.03341, "time": 0.54967} {"mode": "train", "epoch": 807, "iter": 149950, "lr": 0.0, "memory": 52051, "data_time": 0.06039, "decode.loss_ce": 0.03428, "decode.acc_seg": 98.37525, "loss": 0.03428, "time": 0.59665} {"mode": "train", "epoch": 807, "iter": 150000, "lr": 0.0, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03412, "decode.acc_seg": 98.36089, "loss": 0.03412, "time": 0.54817} {"mode": "train", "epoch": 807, "iter": 150050, "lr": 0.0, "memory": 52051, "data_time": 0.01255, "decode.loss_ce": 0.03381, "decode.acc_seg": 98.41716, "loss": 0.03381, "time": 0.5479} {"mode": "train", "epoch": 807, "iter": 150100, "lr": 0.0, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03305, "decode.acc_seg": 98.43905, "loss": 0.03305, "time": 0.54697} {"mode": "train", "epoch": 808, "iter": 150150, "lr": 0.0, "memory": 52051, "data_time": 0.06029, "decode.loss_ce": 0.03382, "decode.acc_seg": 98.41916, "loss": 0.03382, "time": 0.59755} {"mode": "train", "epoch": 808, "iter": 150200, "lr": 0.0, "memory": 52051, "data_time": 0.01246, "decode.loss_ce": 0.03279, "decode.acc_seg": 98.45428, "loss": 0.03279, "time": 0.54252} {"mode": "train", "epoch": 808, "iter": 150250, "lr": 0.0, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03288, "decode.acc_seg": 98.44098, "loss": 0.03288, "time": 0.5506} {"mode": "train", "epoch": 809, "iter": 150300, "lr": 0.0, "memory": 52051, "data_time": 0.05876, "decode.loss_ce": 0.03365, "decode.acc_seg": 98.43504, "loss": 0.03365, "time": 0.59463} {"mode": "train", "epoch": 809, "iter": 150350, "lr": 0.0, "memory": 52051, "data_time": 0.01281, "decode.loss_ce": 0.03284, "decode.acc_seg": 98.41996, "loss": 0.03284, "time": 0.5471} {"mode": "train", "epoch": 809, "iter": 150400, "lr": 0.0, "memory": 52051, "data_time": 0.01271, "decode.loss_ce": 0.03411, "decode.acc_seg": 98.4177, "loss": 0.03411, "time": 0.54771} {"mode": "train", "epoch": 809, "iter": 150450, "lr": 0.0, "memory": 52051, "data_time": 0.01247, "decode.loss_ce": 0.03349, "decode.acc_seg": 98.41171, "loss": 0.03349, "time": 0.54458} {"mode": "train", "epoch": 810, "iter": 150500, "lr": 0.0, "memory": 52051, "data_time": 0.06014, "decode.loss_ce": 0.03291, "decode.acc_seg": 98.44885, "loss": 0.03291, "time": 0.59657} {"mode": "train", "epoch": 810, "iter": 150550, "lr": 0.0, "memory": 52051, "data_time": 0.01243, "decode.loss_ce": 0.03379, "decode.acc_seg": 98.39912, "loss": 0.03379, "time": 0.54738} {"mode": "train", "epoch": 810, "iter": 150600, "lr": 0.0, "memory": 52051, "data_time": 0.01242, "decode.loss_ce": 0.03403, "decode.acc_seg": 98.39818, "loss": 0.03403, "time": 0.5497} {"mode": "train", "epoch": 810, "iter": 150650, "lr": 0.0, "memory": 52051, "data_time": 0.01212, "decode.loss_ce": 0.03288, "decode.acc_seg": 98.44275, "loss": 0.03288, "time": 0.54753} {"mode": "train", "epoch": 811, "iter": 150700, "lr": 0.0, "memory": 52051, "data_time": 0.0595, "decode.loss_ce": 0.03289, "decode.acc_seg": 98.45957, "loss": 0.03289, "time": 0.58703} {"mode": "train", "epoch": 811, "iter": 150750, "lr": 0.0, "memory": 52051, "data_time": 0.0126, "decode.loss_ce": 0.03398, "decode.acc_seg": 98.39079, "loss": 0.03398, "time": 0.54541} {"mode": "train", "epoch": 811, "iter": 150800, "lr": 0.0, "memory": 52051, "data_time": 0.01246, "decode.loss_ce": 0.03487, "decode.acc_seg": 98.35078, "loss": 0.03487, "time": 0.547} {"mode": "train", "epoch": 812, "iter": 150850, "lr": 0.0, "memory": 52051, "data_time": 0.05948, "decode.loss_ce": 0.03351, "decode.acc_seg": 98.41533, "loss": 0.03351, "time": 0.59548} {"mode": "train", "epoch": 812, "iter": 150900, "lr": 0.0, "memory": 52051, "data_time": 0.01249, "decode.loss_ce": 0.03301, "decode.acc_seg": 98.43914, "loss": 0.03301, "time": 0.5483} {"mode": "train", "epoch": 812, "iter": 150950, "lr": 0.0, "memory": 52051, "data_time": 0.01318, "decode.loss_ce": 0.03411, "decode.acc_seg": 98.39084, "loss": 0.03411, "time": 0.54759} {"mode": "train", "epoch": 812, "iter": 151000, "lr": 0.0, "memory": 52051, "data_time": 0.01335, "decode.loss_ce": 0.03364, "decode.acc_seg": 98.41507, "loss": 0.03364, "time": 0.549} {"mode": "train", "epoch": 813, "iter": 151050, "lr": 0.0, "memory": 52051, "data_time": 0.0615, "decode.loss_ce": 0.03474, "decode.acc_seg": 98.35438, "loss": 0.03474, "time": 0.59561} {"mode": "train", "epoch": 813, "iter": 151100, "lr": 0.0, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03368, "decode.acc_seg": 98.43248, "loss": 0.03368, "time": 0.5496} {"mode": "train", "epoch": 813, "iter": 151150, "lr": 0.0, "memory": 52051, "data_time": 0.01364, "decode.loss_ce": 0.03445, "decode.acc_seg": 98.37656, "loss": 0.03445, "time": 0.54816} {"mode": "train", "epoch": 813, "iter": 151200, "lr": 0.0, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03265, "decode.acc_seg": 98.44831, "loss": 0.03265, "time": 0.54977} {"mode": "train", "epoch": 814, "iter": 151250, "lr": 0.0, "memory": 52051, "data_time": 0.05973, "decode.loss_ce": 0.03404, "decode.acc_seg": 98.39289, "loss": 0.03404, "time": 0.5945} {"mode": "train", "epoch": 814, "iter": 151300, "lr": 0.0, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.0328, "decode.acc_seg": 98.45795, "loss": 0.0328, "time": 0.55078} {"mode": "train", "epoch": 814, "iter": 151350, "lr": 0.0, "memory": 52051, "data_time": 0.01325, "decode.loss_ce": 0.03317, "decode.acc_seg": 98.4304, "loss": 0.03317, "time": 0.54491} {"mode": "train", "epoch": 814, "iter": 151400, "lr": 0.0, "memory": 52051, "data_time": 0.01352, "decode.loss_ce": 0.03308, "decode.acc_seg": 98.43031, "loss": 0.03308, "time": 0.55049} {"mode": "train", "epoch": 815, "iter": 151450, "lr": 0.0, "memory": 52051, "data_time": 0.0606, "decode.loss_ce": 0.03392, "decode.acc_seg": 98.39396, "loss": 0.03392, "time": 0.59748} {"mode": "train", "epoch": 815, "iter": 151500, "lr": 0.0, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03428, "decode.acc_seg": 98.388, "loss": 0.03428, "time": 0.54922} {"mode": "train", "epoch": 815, "iter": 151550, "lr": 0.0, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.03371, "decode.acc_seg": 98.39445, "loss": 0.03371, "time": 0.5473} {"mode": "train", "epoch": 816, "iter": 151600, "lr": 0.0, "memory": 52051, "data_time": 0.06008, "decode.loss_ce": 0.03407, "decode.acc_seg": 98.40017, "loss": 0.03407, "time": 0.59688} {"mode": "train", "epoch": 816, "iter": 151650, "lr": 0.0, "memory": 52051, "data_time": 0.01358, "decode.loss_ce": 0.03344, "decode.acc_seg": 98.42069, "loss": 0.03344, "time": 0.54481} {"mode": "train", "epoch": 816, "iter": 151700, "lr": 0.0, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.033, "decode.acc_seg": 98.43036, "loss": 0.033, "time": 0.54589} {"mode": "train", "epoch": 816, "iter": 151750, "lr": 0.0, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03327, "decode.acc_seg": 98.42716, "loss": 0.03327, "time": 0.54724} {"mode": "train", "epoch": 817, "iter": 151800, "lr": 0.0, "memory": 52051, "data_time": 0.06124, "decode.loss_ce": 0.03324, "decode.acc_seg": 98.42973, "loss": 0.03324, "time": 0.59555} {"mode": "train", "epoch": 817, "iter": 151850, "lr": 0.0, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03394, "decode.acc_seg": 98.37861, "loss": 0.03394, "time": 0.54797} {"mode": "train", "epoch": 817, "iter": 151900, "lr": 0.0, "memory": 52051, "data_time": 0.01309, "decode.loss_ce": 0.03391, "decode.acc_seg": 98.41511, "loss": 0.03391, "time": 0.54907} {"mode": "train", "epoch": 817, "iter": 151950, "lr": 0.0, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03344, "decode.acc_seg": 98.438, "loss": 0.03344, "time": 0.54619} {"mode": "train", "epoch": 818, "iter": 152000, "lr": 0.0, "memory": 52051, "data_time": 0.06045, "decode.loss_ce": 0.03352, "decode.acc_seg": 98.404, "loss": 0.03352, "time": 0.59481} {"mode": "train", "epoch": 818, "iter": 152050, "lr": 0.0, "memory": 52051, "data_time": 0.0135, "decode.loss_ce": 0.035, "decode.acc_seg": 98.36298, "loss": 0.035, "time": 0.54585} {"mode": "train", "epoch": 818, "iter": 152100, "lr": 0.0, "memory": 52051, "data_time": 0.01283, "decode.loss_ce": 0.0323, "decode.acc_seg": 98.48069, "loss": 0.0323, "time": 0.54786} {"mode": "train", "epoch": 819, "iter": 152150, "lr": 0.0, "memory": 52051, "data_time": 0.06004, "decode.loss_ce": 0.03308, "decode.acc_seg": 98.43426, "loss": 0.03308, "time": 0.59552} {"mode": "train", "epoch": 819, "iter": 152200, "lr": 0.0, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03323, "decode.acc_seg": 98.40586, "loss": 0.03323, "time": 0.54695} {"mode": "train", "epoch": 819, "iter": 152250, "lr": 0.0, "memory": 52051, "data_time": 0.01282, "decode.loss_ce": 0.03375, "decode.acc_seg": 98.38698, "loss": 0.03375, "time": 0.54402} {"mode": "train", "epoch": 819, "iter": 152300, "lr": 0.0, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.03256, "decode.acc_seg": 98.45909, "loss": 0.03256, "time": 0.54548} {"mode": "train", "epoch": 820, "iter": 152350, "lr": 0.0, "memory": 52051, "data_time": 0.05996, "decode.loss_ce": 0.03315, "decode.acc_seg": 98.43274, "loss": 0.03315, "time": 0.59431} {"mode": "train", "epoch": 820, "iter": 152400, "lr": 0.0, "memory": 52051, "data_time": 0.01306, "decode.loss_ce": 0.03321, "decode.acc_seg": 98.43528, "loss": 0.03321, "time": 0.54756} {"mode": "train", "epoch": 820, "iter": 152450, "lr": 0.0, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03292, "decode.acc_seg": 98.43024, "loss": 0.03292, "time": 0.5475} {"mode": "train", "epoch": 820, "iter": 152500, "lr": 0.0, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03321, "decode.acc_seg": 98.42003, "loss": 0.03321, "time": 0.54883} {"mode": "train", "epoch": 821, "iter": 152550, "lr": 0.0, "memory": 52051, "data_time": 0.06079, "decode.loss_ce": 0.03312, "decode.acc_seg": 98.43133, "loss": 0.03312, "time": 0.59874} {"mode": "train", "epoch": 821, "iter": 152600, "lr": 0.0, "memory": 52051, "data_time": 0.01359, "decode.loss_ce": 0.03424, "decode.acc_seg": 98.39999, "loss": 0.03424, "time": 0.54573} {"mode": "train", "epoch": 821, "iter": 152650, "lr": 0.0, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03349, "decode.acc_seg": 98.41204, "loss": 0.03349, "time": 0.54904} {"mode": "train", "epoch": 821, "iter": 152700, "lr": 0.0, "memory": 52051, "data_time": 0.01374, "decode.loss_ce": 0.03248, "decode.acc_seg": 98.4527, "loss": 0.03248, "time": 0.54886} {"mode": "train", "epoch": 822, "iter": 152750, "lr": 0.0, "memory": 52051, "data_time": 0.06055, "decode.loss_ce": 0.0326, "decode.acc_seg": 98.4516, "loss": 0.0326, "time": 0.59597} {"mode": "train", "epoch": 822, "iter": 152800, "lr": 0.0, "memory": 52051, "data_time": 0.01376, "decode.loss_ce": 0.03413, "decode.acc_seg": 98.43346, "loss": 0.03413, "time": 0.54446} {"mode": "train", "epoch": 822, "iter": 152850, "lr": 0.0, "memory": 52051, "data_time": 0.01344, "decode.loss_ce": 0.03561, "decode.acc_seg": 98.35251, "loss": 0.03561, "time": 0.54754} {"mode": "train", "epoch": 823, "iter": 152900, "lr": 0.0, "memory": 52051, "data_time": 0.06025, "decode.loss_ce": 0.03283, "decode.acc_seg": 98.45318, "loss": 0.03283, "time": 0.59824} {"mode": "train", "epoch": 823, "iter": 152950, "lr": 0.0, "memory": 52051, "data_time": 0.01435, "decode.loss_ce": 0.03315, "decode.acc_seg": 98.42839, "loss": 0.03315, "time": 0.54901} {"mode": "train", "epoch": 823, "iter": 153000, "lr": 0.0, "memory": 52051, "data_time": 0.01376, "decode.loss_ce": 0.03368, "decode.acc_seg": 98.40398, "loss": 0.03368, "time": 0.54952} {"mode": "train", "epoch": 823, "iter": 153050, "lr": 0.0, "memory": 52051, "data_time": 0.01379, "decode.loss_ce": 0.03475, "decode.acc_seg": 98.37113, "loss": 0.03475, "time": 0.54895} {"mode": "train", "epoch": 824, "iter": 153100, "lr": 0.0, "memory": 52051, "data_time": 0.05997, "decode.loss_ce": 0.03299, "decode.acc_seg": 98.45343, "loss": 0.03299, "time": 0.59745} {"mode": "train", "epoch": 824, "iter": 153150, "lr": 0.0, "memory": 52051, "data_time": 0.01306, "decode.loss_ce": 0.033, "decode.acc_seg": 98.43196, "loss": 0.033, "time": 0.54789} {"mode": "train", "epoch": 824, "iter": 153200, "lr": 0.0, "memory": 52051, "data_time": 0.01323, "decode.loss_ce": 0.03315, "decode.acc_seg": 98.43364, "loss": 0.03315, "time": 0.5493} {"mode": "train", "epoch": 824, "iter": 153250, "lr": 0.0, "memory": 52051, "data_time": 0.01268, "decode.loss_ce": 0.0324, "decode.acc_seg": 98.46678, "loss": 0.0324, "time": 0.54621} {"mode": "train", "epoch": 825, "iter": 153300, "lr": 0.0, "memory": 52051, "data_time": 0.06039, "decode.loss_ce": 0.03225, "decode.acc_seg": 98.47578, "loss": 0.03225, "time": 0.59658} {"mode": "train", "epoch": 825, "iter": 153350, "lr": 0.0, "memory": 52051, "data_time": 0.01389, "decode.loss_ce": 0.03302, "decode.acc_seg": 98.43001, "loss": 0.03302, "time": 0.54854} {"mode": "train", "epoch": 825, "iter": 153400, "lr": 0.0, "memory": 52051, "data_time": 0.01344, "decode.loss_ce": 0.03402, "decode.acc_seg": 98.3941, "loss": 0.03402, "time": 0.54664} {"mode": "train", "epoch": 825, "iter": 153450, "lr": 0.0, "memory": 52051, "data_time": 0.01377, "decode.loss_ce": 0.03395, "decode.acc_seg": 98.40147, "loss": 0.03395, "time": 0.54818} {"mode": "train", "epoch": 826, "iter": 153500, "lr": 0.0, "memory": 52051, "data_time": 0.0606, "decode.loss_ce": 0.03473, "decode.acc_seg": 98.36523, "loss": 0.03473, "time": 0.59635} {"mode": "train", "epoch": 826, "iter": 153550, "lr": 0.0, "memory": 52051, "data_time": 0.01366, "decode.loss_ce": 0.0335, "decode.acc_seg": 98.42928, "loss": 0.0335, "time": 0.54887} {"mode": "train", "epoch": 826, "iter": 153600, "lr": 0.0, "memory": 52051, "data_time": 0.01328, "decode.loss_ce": 0.0333, "decode.acc_seg": 98.42784, "loss": 0.0333, "time": 0.546} {"mode": "train", "epoch": 827, "iter": 153650, "lr": 0.0, "memory": 52051, "data_time": 0.05953, "decode.loss_ce": 0.03259, "decode.acc_seg": 98.46329, "loss": 0.03259, "time": 0.5958} {"mode": "train", "epoch": 827, "iter": 153700, "lr": 0.0, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.0321, "decode.acc_seg": 98.47347, "loss": 0.0321, "time": 0.55015} {"mode": "train", "epoch": 827, "iter": 153750, "lr": 0.0, "memory": 52051, "data_time": 0.01277, "decode.loss_ce": 0.03348, "decode.acc_seg": 98.41128, "loss": 0.03348, "time": 0.54737} {"mode": "train", "epoch": 827, "iter": 153800, "lr": 0.0, "memory": 52051, "data_time": 0.01308, "decode.loss_ce": 0.03406, "decode.acc_seg": 98.40375, "loss": 0.03406, "time": 0.54639} {"mode": "train", "epoch": 828, "iter": 153850, "lr": 0.0, "memory": 52051, "data_time": 0.06013, "decode.loss_ce": 0.03416, "decode.acc_seg": 98.39232, "loss": 0.03416, "time": 0.5931} {"mode": "train", "epoch": 828, "iter": 153900, "lr": 0.0, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03312, "decode.acc_seg": 98.42112, "loss": 0.03312, "time": 0.5454} {"mode": "train", "epoch": 828, "iter": 153950, "lr": 0.0, "memory": 52051, "data_time": 0.01367, "decode.loss_ce": 0.03312, "decode.acc_seg": 98.44155, "loss": 0.03312, "time": 0.54601} {"mode": "train", "epoch": 828, "iter": 154000, "lr": 0.0, "memory": 52051, "data_time": 0.01339, "decode.loss_ce": 0.03403, "decode.acc_seg": 98.39422, "loss": 0.03403, "time": 0.54839} {"mode": "train", "epoch": 829, "iter": 154050, "lr": 0.0, "memory": 52051, "data_time": 0.06041, "decode.loss_ce": 0.03328, "decode.acc_seg": 98.42766, "loss": 0.03328, "time": 0.5945} {"mode": "train", "epoch": 829, "iter": 154100, "lr": 0.0, "memory": 52051, "data_time": 0.01418, "decode.loss_ce": 0.03224, "decode.acc_seg": 98.46389, "loss": 0.03224, "time": 0.55035} {"mode": "train", "epoch": 829, "iter": 154150, "lr": 0.0, "memory": 52051, "data_time": 0.0132, "decode.loss_ce": 0.03465, "decode.acc_seg": 98.40444, "loss": 0.03465, "time": 0.54668} {"mode": "train", "epoch": 830, "iter": 154200, "lr": 0.0, "memory": 52051, "data_time": 0.06086, "decode.loss_ce": 0.03312, "decode.acc_seg": 98.4238, "loss": 0.03312, "time": 0.59774} {"mode": "train", "epoch": 830, "iter": 154250, "lr": 0.0, "memory": 52051, "data_time": 0.0138, "decode.loss_ce": 0.0334, "decode.acc_seg": 98.42188, "loss": 0.0334, "time": 0.54965} {"mode": "train", "epoch": 830, "iter": 154300, "lr": 0.0, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03315, "decode.acc_seg": 98.43914, "loss": 0.03315, "time": 0.54785} {"mode": "train", "epoch": 830, "iter": 154350, "lr": 0.0, "memory": 52051, "data_time": 0.01419, "decode.loss_ce": 0.03443, "decode.acc_seg": 98.38769, "loss": 0.03443, "time": 0.5475} {"mode": "train", "epoch": 831, "iter": 154400, "lr": 0.0, "memory": 52051, "data_time": 0.06043, "decode.loss_ce": 0.03434, "decode.acc_seg": 98.37908, "loss": 0.03434, "time": 0.59561} {"mode": "train", "epoch": 831, "iter": 154450, "lr": 0.0, "memory": 52051, "data_time": 0.01312, "decode.loss_ce": 0.03212, "decode.acc_seg": 98.47071, "loss": 0.03212, "time": 0.55034} {"mode": "train", "epoch": 831, "iter": 154500, "lr": 0.0, "memory": 52051, "data_time": 0.01369, "decode.loss_ce": 0.03383, "decode.acc_seg": 98.39284, "loss": 0.03383, "time": 0.54637} {"mode": "train", "epoch": 831, "iter": 154550, "lr": 0.0, "memory": 52051, "data_time": 0.01276, "decode.loss_ce": 0.03385, "decode.acc_seg": 98.42919, "loss": 0.03385, "time": 0.54717} {"mode": "train", "epoch": 832, "iter": 154600, "lr": 0.0, "memory": 52051, "data_time": 0.06051, "decode.loss_ce": 0.03377, "decode.acc_seg": 98.40566, "loss": 0.03377, "time": 0.59678} {"mode": "train", "epoch": 832, "iter": 154650, "lr": 0.0, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.03313, "decode.acc_seg": 98.41742, "loss": 0.03313, "time": 0.54899} {"mode": "train", "epoch": 832, "iter": 154700, "lr": 0.0, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03303, "decode.acc_seg": 98.45159, "loss": 0.03303, "time": 0.54745} {"mode": "train", "epoch": 832, "iter": 154750, "lr": 0.0, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.03334, "decode.acc_seg": 98.41839, "loss": 0.03334, "time": 0.54899} {"mode": "train", "epoch": 833, "iter": 154800, "lr": 0.0, "memory": 52051, "data_time": 0.06038, "decode.loss_ce": 0.03403, "decode.acc_seg": 98.39507, "loss": 0.03403, "time": 0.59725} {"mode": "train", "epoch": 833, "iter": 154850, "lr": 0.0, "memory": 52051, "data_time": 0.01405, "decode.loss_ce": 0.03277, "decode.acc_seg": 98.46621, "loss": 0.03277, "time": 0.54859} {"mode": "train", "epoch": 833, "iter": 154900, "lr": 0.0, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03399, "decode.acc_seg": 98.39648, "loss": 0.03399, "time": 0.54877} {"mode": "train", "epoch": 834, "iter": 154950, "lr": 0.0, "memory": 52051, "data_time": 0.06016, "decode.loss_ce": 0.03329, "decode.acc_seg": 98.42921, "loss": 0.03329, "time": 0.59707} {"mode": "train", "epoch": 834, "iter": 155000, "lr": 0.0, "memory": 52051, "data_time": 0.01381, "decode.loss_ce": 0.03262, "decode.acc_seg": 98.44863, "loss": 0.03262, "time": 0.54739} {"mode": "train", "epoch": 834, "iter": 155050, "lr": 0.0, "memory": 52051, "data_time": 0.01301, "decode.loss_ce": 0.0323, "decode.acc_seg": 98.46861, "loss": 0.0323, "time": 0.54817} {"mode": "train", "epoch": 834, "iter": 155100, "lr": 0.0, "memory": 52051, "data_time": 0.01365, "decode.loss_ce": 0.03333, "decode.acc_seg": 98.43365, "loss": 0.03333, "time": 0.54872} {"mode": "train", "epoch": 835, "iter": 155150, "lr": 0.0, "memory": 52051, "data_time": 0.05947, "decode.loss_ce": 0.03292, "decode.acc_seg": 98.45352, "loss": 0.03292, "time": 0.59594} {"mode": "train", "epoch": 835, "iter": 155200, "lr": 0.0, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03233, "decode.acc_seg": 98.48361, "loss": 0.03233, "time": 0.54742} {"mode": "train", "epoch": 835, "iter": 155250, "lr": 0.0, "memory": 52051, "data_time": 0.01368, "decode.loss_ce": 0.03295, "decode.acc_seg": 98.4692, "loss": 0.03295, "time": 0.5481} {"mode": "train", "epoch": 835, "iter": 155300, "lr": 0.0, "memory": 52051, "data_time": 0.01284, "decode.loss_ce": 0.03349, "decode.acc_seg": 98.40316, "loss": 0.03349, "time": 0.54841} {"mode": "train", "epoch": 836, "iter": 155350, "lr": 0.0, "memory": 52051, "data_time": 0.05989, "decode.loss_ce": 0.03408, "decode.acc_seg": 98.41013, "loss": 0.03408, "time": 0.59659} {"mode": "train", "epoch": 836, "iter": 155400, "lr": 0.0, "memory": 52051, "data_time": 0.01314, "decode.loss_ce": 0.0344, "decode.acc_seg": 98.37508, "loss": 0.0344, "time": 0.54713} {"mode": "train", "epoch": 836, "iter": 155450, "lr": 0.0, "memory": 52051, "data_time": 0.01269, "decode.loss_ce": 0.03285, "decode.acc_seg": 98.44961, "loss": 0.03285, "time": 0.54523} {"mode": "train", "epoch": 837, "iter": 155500, "lr": 0.0, "memory": 52051, "data_time": 0.06144, "decode.loss_ce": 0.03314, "decode.acc_seg": 98.42821, "loss": 0.03314, "time": 0.59521} {"mode": "train", "epoch": 837, "iter": 155550, "lr": 0.0, "memory": 52051, "data_time": 0.01365, "decode.loss_ce": 0.03382, "decode.acc_seg": 98.39746, "loss": 0.03382, "time": 0.54734} {"mode": "train", "epoch": 837, "iter": 155600, "lr": 0.0, "memory": 52051, "data_time": 0.01353, "decode.loss_ce": 0.03351, "decode.acc_seg": 98.43565, "loss": 0.03351, "time": 0.54685} {"mode": "train", "epoch": 837, "iter": 155650, "lr": 0.0, "memory": 52051, "data_time": 0.01367, "decode.loss_ce": 0.03279, "decode.acc_seg": 98.45299, "loss": 0.03279, "time": 0.5481} {"mode": "train", "epoch": 838, "iter": 155700, "lr": 0.0, "memory": 52051, "data_time": 0.0585, "decode.loss_ce": 0.03347, "decode.acc_seg": 98.41742, "loss": 0.03347, "time": 0.59682} {"mode": "train", "epoch": 838, "iter": 155750, "lr": 0.0, "memory": 52051, "data_time": 0.01349, "decode.loss_ce": 0.03293, "decode.acc_seg": 98.44835, "loss": 0.03293, "time": 0.5439} {"mode": "train", "epoch": 838, "iter": 155800, "lr": 0.0, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03292, "decode.acc_seg": 98.45037, "loss": 0.03292, "time": 0.5482} {"mode": "train", "epoch": 838, "iter": 155850, "lr": 0.0, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.0335, "decode.acc_seg": 98.41539, "loss": 0.0335, "time": 0.54735} {"mode": "train", "epoch": 839, "iter": 155900, "lr": 0.0, "memory": 52051, "data_time": 0.06038, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.40263, "loss": 0.03388, "time": 0.59724} {"mode": "train", "epoch": 839, "iter": 155950, "lr": 0.0, "memory": 52051, "data_time": 0.01302, "decode.loss_ce": 0.03472, "decode.acc_seg": 98.39565, "loss": 0.03472, "time": 0.54844} {"mode": "train", "epoch": 839, "iter": 156000, "lr": 0.0, "memory": 52051, "data_time": 0.01279, "decode.loss_ce": 0.03371, "decode.acc_seg": 98.42807, "loss": 0.03371, "time": 0.55006} {"mode": "train", "epoch": 839, "iter": 156050, "lr": 0.0, "memory": 52051, "data_time": 0.01319, "decode.loss_ce": 0.03334, "decode.acc_seg": 98.42829, "loss": 0.03334, "time": 0.54819} {"mode": "train", "epoch": 840, "iter": 156100, "lr": 0.0, "memory": 52051, "data_time": 0.06041, "decode.loss_ce": 0.0335, "decode.acc_seg": 98.41831, "loss": 0.0335, "time": 0.59544} {"mode": "train", "epoch": 840, "iter": 156150, "lr": 0.0, "memory": 52051, "data_time": 0.01295, "decode.loss_ce": 0.03321, "decode.acc_seg": 98.43603, "loss": 0.03321, "time": 0.54307} {"mode": "train", "epoch": 840, "iter": 156200, "lr": 0.0, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03215, "decode.acc_seg": 98.45386, "loss": 0.03215, "time": 0.54475} {"mode": "train", "epoch": 841, "iter": 156250, "lr": 0.0, "memory": 52051, "data_time": 0.05974, "decode.loss_ce": 0.03302, "decode.acc_seg": 98.42923, "loss": 0.03302, "time": 0.5951} {"mode": "train", "epoch": 841, "iter": 156300, "lr": 0.0, "memory": 52051, "data_time": 0.01338, "decode.loss_ce": 0.03361, "decode.acc_seg": 98.41302, "loss": 0.03361, "time": 0.55005} {"mode": "train", "epoch": 841, "iter": 156350, "lr": 0.0, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03415, "decode.acc_seg": 98.39086, "loss": 0.03415, "time": 0.54848} {"mode": "train", "epoch": 841, "iter": 156400, "lr": 0.0, "memory": 52051, "data_time": 0.01382, "decode.loss_ce": 0.03276, "decode.acc_seg": 98.43986, "loss": 0.03276, "time": 0.54972} {"mode": "train", "epoch": 842, "iter": 156450, "lr": 0.0, "memory": 52051, "data_time": 0.05936, "decode.loss_ce": 0.03262, "decode.acc_seg": 98.4512, "loss": 0.03262, "time": 0.59342} {"mode": "train", "epoch": 842, "iter": 156500, "lr": 0.0, "memory": 52051, "data_time": 0.01311, "decode.loss_ce": 0.03267, "decode.acc_seg": 98.44007, "loss": 0.03267, "time": 0.54586} {"mode": "train", "epoch": 842, "iter": 156550, "lr": 0.0, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03515, "decode.acc_seg": 98.36998, "loss": 0.03515, "time": 0.54967} {"mode": "train", "epoch": 842, "iter": 156600, "lr": 0.0, "memory": 52051, "data_time": 0.01262, "decode.loss_ce": 0.03312, "decode.acc_seg": 98.43344, "loss": 0.03312, "time": 0.54655} {"mode": "train", "epoch": 843, "iter": 156650, "lr": 0.0, "memory": 52051, "data_time": 0.05979, "decode.loss_ce": 0.03207, "decode.acc_seg": 98.47638, "loss": 0.03207, "time": 0.59609} {"mode": "train", "epoch": 843, "iter": 156700, "lr": 0.0, "memory": 52051, "data_time": 0.01342, "decode.loss_ce": 0.03365, "decode.acc_seg": 98.39573, "loss": 0.03365, "time": 0.55012} {"mode": "train", "epoch": 843, "iter": 156750, "lr": 0.0, "memory": 52051, "data_time": 0.01293, "decode.loss_ce": 0.0345, "decode.acc_seg": 98.38059, "loss": 0.0345, "time": 0.54254} {"mode": "train", "epoch": 844, "iter": 156800, "lr": 0.0, "memory": 52051, "data_time": 0.05912, "decode.loss_ce": 0.0327, "decode.acc_seg": 98.45297, "loss": 0.0327, "time": 0.59401} {"mode": "train", "epoch": 844, "iter": 156850, "lr": 0.0, "memory": 52051, "data_time": 0.01236, "decode.loss_ce": 0.03352, "decode.acc_seg": 98.41872, "loss": 0.03352, "time": 0.54884} {"mode": "train", "epoch": 844, "iter": 156900, "lr": 0.0, "memory": 52051, "data_time": 0.01326, "decode.loss_ce": 0.0343, "decode.acc_seg": 98.37873, "loss": 0.0343, "time": 0.5492} {"mode": "train", "epoch": 844, "iter": 156950, "lr": 0.0, "memory": 52051, "data_time": 0.01279, "decode.loss_ce": 0.03378, "decode.acc_seg": 98.39451, "loss": 0.03378, "time": 0.54967} {"mode": "train", "epoch": 845, "iter": 157000, "lr": 0.0, "memory": 52051, "data_time": 0.06037, "decode.loss_ce": 0.03334, "decode.acc_seg": 98.42603, "loss": 0.03334, "time": 0.59672} {"mode": "train", "epoch": 845, "iter": 157050, "lr": 0.0, "memory": 52051, "data_time": 0.01343, "decode.loss_ce": 0.03294, "decode.acc_seg": 98.4453, "loss": 0.03294, "time": 0.54537} {"mode": "train", "epoch": 845, "iter": 157100, "lr": 0.0, "memory": 52051, "data_time": 0.01243, "decode.loss_ce": 0.03433, "decode.acc_seg": 98.37283, "loss": 0.03433, "time": 0.54557} {"mode": "train", "epoch": 845, "iter": 157150, "lr": 0.0, "memory": 52051, "data_time": 0.01289, "decode.loss_ce": 0.03477, "decode.acc_seg": 98.38025, "loss": 0.03477, "time": 0.54916} {"mode": "train", "epoch": 846, "iter": 157200, "lr": 0.0, "memory": 52051, "data_time": 0.05947, "decode.loss_ce": 0.03304, "decode.acc_seg": 98.44705, "loss": 0.03304, "time": 0.59776} {"mode": "train", "epoch": 846, "iter": 157250, "lr": 0.0, "memory": 52051, "data_time": 0.01236, "decode.loss_ce": 0.03459, "decode.acc_seg": 98.37544, "loss": 0.03459, "time": 0.54725} {"mode": "train", "epoch": 846, "iter": 157300, "lr": 0.0, "memory": 52051, "data_time": 0.01286, "decode.loss_ce": 0.03269, "decode.acc_seg": 98.44027, "loss": 0.03269, "time": 0.54671} {"mode": "train", "epoch": 846, "iter": 157350, "lr": 0.0, "memory": 52051, "data_time": 0.01258, "decode.loss_ce": 0.03448, "decode.acc_seg": 98.38416, "loss": 0.03448, "time": 0.54941} {"mode": "train", "epoch": 847, "iter": 157400, "lr": 0.0, "memory": 52051, "data_time": 0.05951, "decode.loss_ce": 0.03313, "decode.acc_seg": 98.45385, "loss": 0.03313, "time": 0.5971} {"mode": "train", "epoch": 847, "iter": 157450, "lr": 0.0, "memory": 52051, "data_time": 0.01331, "decode.loss_ce": 0.03307, "decode.acc_seg": 98.44847, "loss": 0.03307, "time": 0.54778} {"mode": "train", "epoch": 847, "iter": 157500, "lr": 0.0, "memory": 52051, "data_time": 0.01286, "decode.loss_ce": 0.03291, "decode.acc_seg": 98.44199, "loss": 0.03291, "time": 0.54418} {"mode": "train", "epoch": 848, "iter": 157550, "lr": 0.0, "memory": 52051, "data_time": 0.06051, "decode.loss_ce": 0.03454, "decode.acc_seg": 98.40077, "loss": 0.03454, "time": 0.59714} {"mode": "train", "epoch": 848, "iter": 157600, "lr": 0.0, "memory": 52051, "data_time": 0.01315, "decode.loss_ce": 0.03225, "decode.acc_seg": 98.45909, "loss": 0.03225, "time": 0.5457} {"mode": "train", "epoch": 848, "iter": 157650, "lr": 0.0, "memory": 52051, "data_time": 0.01335, "decode.loss_ce": 0.03367, "decode.acc_seg": 98.42324, "loss": 0.03367, "time": 0.54687} {"mode": "train", "epoch": 848, "iter": 157700, "lr": 0.0, "memory": 52051, "data_time": 0.01344, "decode.loss_ce": 0.03325, "decode.acc_seg": 98.4273, "loss": 0.03325, "time": 0.54735} {"mode": "train", "epoch": 849, "iter": 157750, "lr": 0.0, "memory": 52051, "data_time": 0.05973, "decode.loss_ce": 0.03445, "decode.acc_seg": 98.37577, "loss": 0.03445, "time": 0.59726} {"mode": "train", "epoch": 849, "iter": 157800, "lr": 0.0, "memory": 52051, "data_time": 0.01301, "decode.loss_ce": 0.03426, "decode.acc_seg": 98.37431, "loss": 0.03426, "time": 0.5489} {"mode": "train", "epoch": 849, "iter": 157850, "lr": 0.0, "memory": 52051, "data_time": 0.01321, "decode.loss_ce": 0.03337, "decode.acc_seg": 98.42496, "loss": 0.03337, "time": 0.54961} {"mode": "train", "epoch": 849, "iter": 157900, "lr": 0.0, "memory": 52051, "data_time": 0.01378, "decode.loss_ce": 0.03274, "decode.acc_seg": 98.45085, "loss": 0.03274, "time": 0.54788} {"mode": "train", "epoch": 850, "iter": 157950, "lr": 0.0, "memory": 52051, "data_time": 0.0591, "decode.loss_ce": 0.03385, "decode.acc_seg": 98.40692, "loss": 0.03385, "time": 0.59674} {"mode": "train", "epoch": 850, "iter": 158000, "lr": 0.0, "memory": 52051, "data_time": 0.01265, "decode.loss_ce": 0.03276, "decode.acc_seg": 98.44631, "loss": 0.03276, "time": 0.54319} {"mode": "train", "epoch": 850, "iter": 158050, "lr": 0.0, "memory": 52051, "data_time": 0.01286, "decode.loss_ce": 0.03517, "decode.acc_seg": 98.36599, "loss": 0.03517, "time": 0.54432} {"mode": "train", "epoch": 850, "iter": 158100, "lr": 0.0, "memory": 52051, "data_time": 0.01333, "decode.loss_ce": 0.03379, "decode.acc_seg": 98.40579, "loss": 0.03379, "time": 0.54686} {"mode": "train", "epoch": 851, "iter": 158150, "lr": 0.0, "memory": 52051, "data_time": 0.06089, "decode.loss_ce": 0.03337, "decode.acc_seg": 98.43012, "loss": 0.03337, "time": 0.59768} {"mode": "train", "epoch": 851, "iter": 158200, "lr": 0.0, "memory": 52051, "data_time": 0.01324, "decode.loss_ce": 0.03329, "decode.acc_seg": 98.43234, "loss": 0.03329, "time": 0.5492} {"mode": "train", "epoch": 851, "iter": 158250, "lr": 0.0, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.03363, "decode.acc_seg": 98.39479, "loss": 0.03363, "time": 0.54852} {"mode": "train", "epoch": 852, "iter": 158300, "lr": 0.0, "memory": 52051, "data_time": 0.0602, "decode.loss_ce": 0.03328, "decode.acc_seg": 98.42034, "loss": 0.03328, "time": 0.59752} {"mode": "train", "epoch": 852, "iter": 158350, "lr": 0.0, "memory": 52051, "data_time": 0.01372, "decode.loss_ce": 0.03259, "decode.acc_seg": 98.437, "loss": 0.03259, "time": 0.54641} {"mode": "train", "epoch": 852, "iter": 158400, "lr": 0.0, "memory": 52051, "data_time": 0.01288, "decode.loss_ce": 0.03367, "decode.acc_seg": 98.42302, "loss": 0.03367, "time": 0.54803} {"mode": "train", "epoch": 852, "iter": 158450, "lr": 0.0, "memory": 52051, "data_time": 0.01295, "decode.loss_ce": 0.03392, "decode.acc_seg": 98.41681, "loss": 0.03392, "time": 0.54876} {"mode": "train", "epoch": 853, "iter": 158500, "lr": 0.0, "memory": 52051, "data_time": 0.0602, "decode.loss_ce": 0.03506, "decode.acc_seg": 98.32229, "loss": 0.03506, "time": 0.59655} {"mode": "train", "epoch": 853, "iter": 158550, "lr": 0.0, "memory": 52051, "data_time": 0.01276, "decode.loss_ce": 0.03376, "decode.acc_seg": 98.40586, "loss": 0.03376, "time": 0.5487} {"mode": "train", "epoch": 853, "iter": 158600, "lr": 0.0, "memory": 52051, "data_time": 0.01287, "decode.loss_ce": 0.03214, "decode.acc_seg": 98.46424, "loss": 0.03214, "time": 0.54862} {"mode": "train", "epoch": 853, "iter": 158650, "lr": 0.0, "memory": 52051, "data_time": 0.01281, "decode.loss_ce": 0.03265, "decode.acc_seg": 98.46664, "loss": 0.03265, "time": 0.54774} {"mode": "train", "epoch": 854, "iter": 158700, "lr": 0.0, "memory": 52051, "data_time": 0.0594, "decode.loss_ce": 0.0333, "decode.acc_seg": 98.4459, "loss": 0.0333, "time": 0.59564} {"mode": "train", "epoch": 854, "iter": 158750, "lr": 0.0, "memory": 52051, "data_time": 0.0126, "decode.loss_ce": 0.03364, "decode.acc_seg": 98.40935, "loss": 0.03364, "time": 0.54824} {"mode": "train", "epoch": 854, "iter": 158800, "lr": 0.0, "memory": 52051, "data_time": 0.01262, "decode.loss_ce": 0.03403, "decode.acc_seg": 98.41452, "loss": 0.03403, "time": 0.54535} {"mode": "train", "epoch": 855, "iter": 158850, "lr": 0.0, "memory": 52051, "data_time": 0.06012, "decode.loss_ce": 0.03456, "decode.acc_seg": 98.36634, "loss": 0.03456, "time": 0.59737} {"mode": "train", "epoch": 855, "iter": 158900, "lr": 0.0, "memory": 52051, "data_time": 0.01296, "decode.loss_ce": 0.03284, "decode.acc_seg": 98.4372, "loss": 0.03284, "time": 0.54748} {"mode": "train", "epoch": 855, "iter": 158950, "lr": 0.0, "memory": 52051, "data_time": 0.01383, "decode.loss_ce": 0.03328, "decode.acc_seg": 98.41908, "loss": 0.03328, "time": 0.54884} {"mode": "train", "epoch": 855, "iter": 159000, "lr": 0.0, "memory": 52051, "data_time": 0.01275, "decode.loss_ce": 0.03402, "decode.acc_seg": 98.41988, "loss": 0.03402, "time": 0.54563} {"mode": "train", "epoch": 856, "iter": 159050, "lr": 0.0, "memory": 52051, "data_time": 0.06035, "decode.loss_ce": 0.03386, "decode.acc_seg": 98.41551, "loss": 0.03386, "time": 0.59674} {"mode": "train", "epoch": 856, "iter": 159100, "lr": 0.0, "memory": 52051, "data_time": 0.01346, "decode.loss_ce": 0.03292, "decode.acc_seg": 98.44, "loss": 0.03292, "time": 0.54806} {"mode": "train", "epoch": 856, "iter": 159150, "lr": 0.0, "memory": 52051, "data_time": 0.01327, "decode.loss_ce": 0.03392, "decode.acc_seg": 98.43669, "loss": 0.03392, "time": 0.54947} {"mode": "train", "epoch": 856, "iter": 159200, "lr": 0.0, "memory": 52051, "data_time": 0.01304, "decode.loss_ce": 0.03425, "decode.acc_seg": 98.37539, "loss": 0.03425, "time": 0.54931} {"mode": "train", "epoch": 857, "iter": 159250, "lr": 0.0, "memory": 52051, "data_time": 0.0614, "decode.loss_ce": 0.033, "decode.acc_seg": 98.43902, "loss": 0.033, "time": 0.59647} {"mode": "train", "epoch": 857, "iter": 159300, "lr": 0.0, "memory": 52051, "data_time": 0.0137, "decode.loss_ce": 0.03302, "decode.acc_seg": 98.42977, "loss": 0.03302, "time": 0.54584} {"mode": "train", "epoch": 857, "iter": 159350, "lr": 0.0, "memory": 52051, "data_time": 0.0134, "decode.loss_ce": 0.03385, "decode.acc_seg": 98.4162, "loss": 0.03385, "time": 0.55029} {"mode": "train", "epoch": 857, "iter": 159400, "lr": 0.0, "memory": 52051, "data_time": 0.0133, "decode.loss_ce": 0.03348, "decode.acc_seg": 98.40824, "loss": 0.03348, "time": 0.54752} {"mode": "train", "epoch": 858, "iter": 159450, "lr": 0.0, "memory": 52051, "data_time": 0.06073, "decode.loss_ce": 0.03342, "decode.acc_seg": 98.43512, "loss": 0.03342, "time": 0.59835} {"mode": "train", "epoch": 858, "iter": 159500, "lr": 0.0, "memory": 52051, "data_time": 0.01291, "decode.loss_ce": 0.03388, "decode.acc_seg": 98.42861, "loss": 0.03388, "time": 0.54967} {"mode": "train", "epoch": 858, "iter": 159550, "lr": 0.0, "memory": 52051, "data_time": 0.01355, "decode.loss_ce": 0.0333, "decode.acc_seg": 98.4332, "loss": 0.0333, "time": 0.54773} {"mode": "train", "epoch": 859, "iter": 159600, "lr": 0.0, "memory": 52051, "data_time": 0.06016, "decode.loss_ce": 0.03374, "decode.acc_seg": 98.40699, "loss": 0.03374, "time": 0.59606} {"mode": "train", "epoch": 859, "iter": 159650, "lr": 0.0, "memory": 52051, "data_time": 0.01303, "decode.loss_ce": 0.03326, "decode.acc_seg": 98.4244, "loss": 0.03326, "time": 0.54976} {"mode": "train", "epoch": 859, "iter": 159700, "lr": 0.0, "memory": 52051, "data_time": 0.01345, "decode.loss_ce": 0.03296, "decode.acc_seg": 98.43018, "loss": 0.03296, "time": 0.54846} {"mode": "train", "epoch": 859, "iter": 159750, "lr": 0.0, "memory": 52051, "data_time": 0.01271, "decode.loss_ce": 0.03413, "decode.acc_seg": 98.38375, "loss": 0.03413, "time": 0.54825} {"mode": "train", "epoch": 860, "iter": 159800, "lr": 0.0, "memory": 52051, "data_time": 0.05942, "decode.loss_ce": 0.03294, "decode.acc_seg": 98.44466, "loss": 0.03294, "time": 0.59586} {"mode": "train", "epoch": 860, "iter": 159850, "lr": 0.0, "memory": 52051, "data_time": 0.01365, "decode.loss_ce": 0.03232, "decode.acc_seg": 98.46475, "loss": 0.03232, "time": 0.54987} {"mode": "train", "epoch": 860, "iter": 159900, "lr": 0.0, "memory": 52051, "data_time": 0.01292, "decode.loss_ce": 0.0326, "decode.acc_seg": 98.45761, "loss": 0.0326, "time": 0.55104} {"mode": "train", "epoch": 860, "iter": 159950, "lr": 0.0, "memory": 52051, "data_time": 0.01267, "decode.loss_ce": 0.03325, "decode.acc_seg": 98.41721, "loss": 0.03325, "time": 0.54563} {"mode": "train", "epoch": 861, "iter": 160000, "lr": 0.0, "memory": 52051, "data_time": 0.06128, "decode.loss_ce": 0.03344, "decode.acc_seg": 98.42594, "loss": 0.03344, "time": 0.64079} {"mode": "val", "epoch": 861, "iter": 63, "lr": 0.0, "mIoU": [0.8158, 0.816, 0.8162, 0.8163, 0.8165, 0.8167, 0.8167, 0.8169, 0.817, 0.817, 0.8172, 0.8172, 0.8173, 0.8174, 0.8175, 0.8175, 0.8176, 0.8176, 0.8177, 0.8177], "copy_paste": "81.58,81.6,81.62,81.63,81.65,81.67,81.67,81.69,81.7,81.7,81.72,81.72,81.73,81.74,81.75,81.75,81.76,81.76,81.77,81.77"}