{"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+663c855", "seed": 335380886, "exp_name": "deeplabv3plus_r50-d8_aspp_head_unet_fc_single_step_ade_pretrained_freeze_embed_80k_cityscapes20.py", "mmseg_version": "0.30.0+663c855", "config": "norm_cfg = dict(type='SyncBN', requires_grad=True)\nmodel = dict(\n type='EncoderDecoderFreeze',\n pretrained=\n 'pretrained/deeplabv3plus_r50-d8_512x1024_80k_cityscapes_20200606_114049-f9fb496d.pth',\n backbone=dict(\n type='ResNetV1cCustomInitWeights',\n depth=50,\n num_stages=4,\n out_indices=(0, 1, 2, 3),\n dilations=(1, 1, 2, 4),\n strides=(1, 2, 1, 1),\n norm_cfg=dict(type='SyncBN', requires_grad=True),\n norm_eval=False,\n style='pytorch',\n contract_dilation=True,\n pretrained=\n 'pretrained/deeplabv3plus_r50-d8_512x1024_80k_cityscapes_20200606_114049-f9fb496d.pth'\n ),\n decode_head=dict(\n type='DepthwiseSeparableASPPHeadUnetFCHeadSingleStep',\n pretrained=\n 'pretrained/deeplabv3plus_r50-d8_512x1024_80k_cityscapes_20200606_114049-f9fb496d.pth',\n dim=128,\n out_dim=256,\n unet_channels=528,\n dim_mults=[1, 1, 1],\n cat_embedding_dim=16,\n ignore_index=0,\n in_channels=2048,\n in_index=3,\n channels=512,\n dilations=(1, 12, 24, 36),\n c1_in_channels=256,\n c1_channels=48,\n dropout_ratio=0.1,\n num_classes=20,\n norm_cfg=dict(type='SyncBN', requires_grad=True),\n align_corners=False,\n loss_decode=dict(\n type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0)),\n auxiliary_head=None,\n train_cfg=dict(),\n test_cfg=dict(mode='whole'),\n freeze_parameters=['backbone', 'decode_head'])\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 = (512, 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=(512, 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=(512, 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(type='RandomCrop', crop_size=(512, 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=(512, 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=10000,\n gamma=0.5,\n min_lr=1e-06,\n by_epoch=False)\nrunner = dict(type='IterBasedRunner', max_iters=80000)\ncheckpoint_config = dict(by_epoch=False, interval=8000, max_keep_ckpts=1)\nevaluation = dict(\n interval=8000, metric='mIoU', pre_eval=True, save_best='mIoU')\ncheckpoint = 'pretrained/deeplabv3plus_r50-d8_512x1024_80k_cityscapes_20200606_114049-f9fb496d.pth'\nwork_dir = './work_dirs2/deeplabv3plus_r50-d8_aspp_head_unet_fc_single_step_ade_pretrained_freeze_embed_80k_cityscapes20'\ngpu_ids = range(0, 8)\nauto_resume = True\ndevice = 'cuda'\nseed = 335380886\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": 33997, "data_time": 0.01336, "decode.loss_ce": 2.32332, "decode.acc_seg": 50.26283, "loss": 2.32332, "time": 0.52871} {"mode": "train", "epoch": 1, "iter": 100, "lr": 1e-05, "memory": 33997, "data_time": 0.00733, "decode.loss_ce": 1.10253, "decode.acc_seg": 86.85363, "loss": 1.10253, "time": 0.21099} {"mode": "train", "epoch": 1, "iter": 150, "lr": 2e-05, "memory": 33997, "data_time": 0.00738, "decode.loss_ce": 0.45588, "decode.acc_seg": 91.08013, "loss": 0.45588, "time": 0.20995} {"mode": "train", "epoch": 2, "iter": 200, "lr": 3e-05, "memory": 33997, "data_time": 0.05248, "decode.loss_ce": 0.22458, "decode.acc_seg": 94.5655, "loss": 0.22458, "time": 0.25609} {"mode": "train", "epoch": 2, "iter": 250, "lr": 4e-05, "memory": 33997, "data_time": 0.00784, "decode.loss_ce": 0.13588, "decode.acc_seg": 95.66453, "loss": 0.13588, "time": 0.21257} {"mode": "train", "epoch": 2, "iter": 300, "lr": 4e-05, "memory": 33997, "data_time": 0.00712, "decode.loss_ce": 0.11659, "decode.acc_seg": 95.83576, "loss": 0.11659, "time": 0.21052} {"mode": "train", "epoch": 2, "iter": 350, "lr": 5e-05, "memory": 33997, "data_time": 0.00766, "decode.loss_ce": 0.10968, "decode.acc_seg": 95.9706, "loss": 0.10968, "time": 0.20767} {"mode": "train", "epoch": 3, "iter": 400, "lr": 6e-05, "memory": 33997, "data_time": 0.05255, "decode.loss_ce": 0.10915, "decode.acc_seg": 95.9509, "loss": 0.10915, "time": 0.25582} {"mode": "train", "epoch": 3, "iter": 450, "lr": 7e-05, "memory": 33997, "data_time": 0.00794, "decode.loss_ce": 0.10705, "decode.acc_seg": 95.96335, "loss": 0.10705, "time": 0.21249} {"mode": "train", "epoch": 3, "iter": 500, "lr": 7e-05, "memory": 33997, "data_time": 0.00755, "decode.loss_ce": 0.10341, "decode.acc_seg": 96.06091, "loss": 0.10341, "time": 0.20822} {"mode": "train", "epoch": 3, "iter": 550, "lr": 8e-05, "memory": 33997, "data_time": 0.00795, "decode.loss_ce": 0.10108, "decode.acc_seg": 96.11409, "loss": 0.10108, "time": 0.20895} {"mode": "train", "epoch": 4, "iter": 600, "lr": 9e-05, "memory": 33997, "data_time": 0.05355, "decode.loss_ce": 0.09741, "decode.acc_seg": 96.2479, "loss": 0.09741, "time": 0.25642} {"mode": "train", "epoch": 4, "iter": 650, "lr": 0.0001, "memory": 33997, "data_time": 0.00769, "decode.loss_ce": 0.09696, "decode.acc_seg": 96.26724, "loss": 0.09696, "time": 0.20956} {"mode": "train", "epoch": 4, "iter": 700, "lr": 0.0001, "memory": 33997, "data_time": 0.00784, "decode.loss_ce": 0.10117, "decode.acc_seg": 96.09891, "loss": 0.10117, "time": 0.20966} {"mode": "train", "epoch": 5, "iter": 750, "lr": 0.00011, "memory": 33997, "data_time": 0.05283, "decode.loss_ce": 0.09787, "decode.acc_seg": 96.19138, "loss": 0.09787, "time": 0.25967} {"mode": "train", "epoch": 5, "iter": 800, "lr": 0.00012, "memory": 33997, "data_time": 0.00827, "decode.loss_ce": 0.09622, "decode.acc_seg": 96.25724, "loss": 0.09622, "time": 0.20903} {"mode": "train", "epoch": 5, "iter": 850, "lr": 0.00013, "memory": 33997, "data_time": 0.00871, "decode.loss_ce": 0.09384, "decode.acc_seg": 96.37184, "loss": 0.09384, "time": 0.21184} {"mode": "train", "epoch": 5, "iter": 900, "lr": 0.00013, "memory": 33997, "data_time": 0.00809, "decode.loss_ce": 0.09324, "decode.acc_seg": 96.35897, "loss": 0.09324, "time": 0.20795} {"mode": "train", "epoch": 6, "iter": 950, "lr": 0.00014, "memory": 33997, "data_time": 0.05385, "decode.loss_ce": 0.09556, "decode.acc_seg": 96.32632, "loss": 0.09556, "time": 0.25506} {"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.00015, "memory": 33997, "data_time": 0.00863, "decode.loss_ce": 0.09926, "decode.acc_seg": 96.17084, "loss": 0.09926, "time": 0.20857} {"mode": "train", "epoch": 6, "iter": 1050, "lr": 0.00015, "memory": 33997, "data_time": 0.00802, "decode.loss_ce": 0.09825, "decode.acc_seg": 96.15491, "loss": 0.09825, "time": 0.21103} {"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.00015, "memory": 33997, "data_time": 0.00844, "decode.loss_ce": 0.09148, "decode.acc_seg": 96.40979, "loss": 0.09148, "time": 0.21029} {"mode": "train", "epoch": 7, "iter": 1150, "lr": 0.00015, "memory": 33997, "data_time": 0.05373, "decode.loss_ce": 0.09397, "decode.acc_seg": 96.32854, "loss": 0.09397, "time": 0.25376} {"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.00015, "memory": 33997, "data_time": 0.00813, "decode.loss_ce": 0.10048, "decode.acc_seg": 96.12589, "loss": 0.10048, "time": 0.20855} {"mode": "train", "epoch": 7, "iter": 1250, "lr": 0.00015, "memory": 33997, "data_time": 0.00758, "decode.loss_ce": 0.09832, "decode.acc_seg": 96.2159, "loss": 0.09832, "time": 0.21248} {"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.00015, "memory": 33997, "data_time": 0.00806, "decode.loss_ce": 0.09259, "decode.acc_seg": 96.42946, "loss": 0.09259, "time": 0.20747} {"mode": "train", "epoch": 8, "iter": 1350, "lr": 0.00015, "memory": 33997, "data_time": 0.05311, "decode.loss_ce": 0.09357, "decode.acc_seg": 96.34254, "loss": 0.09357, "time": 0.25372} {"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.00015, "memory": 33997, "data_time": 0.00825, "decode.loss_ce": 0.09248, "decode.acc_seg": 96.41447, "loss": 0.09248, "time": 0.20543} {"mode": "train", "epoch": 8, "iter": 1450, "lr": 0.00015, "memory": 33997, "data_time": 0.00854, "decode.loss_ce": 0.09293, "decode.acc_seg": 96.38722, "loss": 0.09293, "time": 0.21007} {"mode": "train", "epoch": 9, "iter": 1500, "lr": 0.00015, "memory": 33997, "data_time": 0.05388, "decode.loss_ce": 0.09765, "decode.acc_seg": 96.24699, "loss": 0.09765, "time": 0.25303} {"mode": "train", "epoch": 9, "iter": 1550, "lr": 0.00015, "memory": 33997, "data_time": 0.00834, "decode.loss_ce": 0.09576, "decode.acc_seg": 96.30991, "loss": 0.09576, "time": 0.20794} {"mode": "train", "epoch": 9, "iter": 1600, "lr": 0.00015, "memory": 33997, 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