{"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/lustre/share/cuda-11.3\nNVCC: Cuda compilation tools, release 11.3, V11.3.109\nGCC: gcc (GCC) 7.3.0\nPyTorch: 1.11.0+cu113\nPyTorch compiling details: PyTorch built with:\n - GCC 7.3\n - C++ Version: 201402\n - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.5.2 (Git Hash a9302535553c73243c632ad3c4c80beec3d19a1e)\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 11.3\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_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\n - CuDNN 8.2\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.11.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, \n\nTorchVision: 0.12.0+cu113\nOpenCV: 4.7.0\nMMCV: 1.5.0\nMMCV Compiler: GCC 7.3\nMMCV CUDA Compiler: 11.3\nMMSegmentation: 0.27.0+216ec8a", "seed": 1052173860, "exp_name": "upernet_internimage_s_1024_160k_cityscapes.py", "mmseg_version": "0.27.0+216ec8a", "config": "norm_cfg = dict(type='SyncBN', requires_grad=True)\nmodel = dict(\n type='EncoderDecoder',\n pretrained='open-mmlab://resnet50_v1c',\n backbone=dict(\n type='InternImage',\n core_op='DCNv3',\n channels=80,\n depths=[4, 4, 21, 4],\n groups=[5, 10, 20, 40],\n mlp_ratio=4.0,\n drop_path_rate=0.3,\n norm_layer='LN',\n layer_scale=1.0,\n offset_scale=1.0,\n post_norm=True,\n with_cp=False,\n init_cfg=dict(\n type='Pretrained',\n checkpoint=\n 'https://github.com/OpenGVLab/InternImage/releases/download/cls_model/internimage_s_1k_224.pth'\n ),\n pretrained='open-mmlab://resnet50_v1c'),\n decode_head=dict(\n type='UPerHead',\n in_channels=[80, 160, 320, 640],\n in_index=[0, 1, 2, 3],\n pool_scales=(1, 2, 3, 6),\n channels=512,\n dropout_ratio=0.1,\n num_classes=150,\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=dict(\n type='FCNHead',\n in_channels=320,\n in_index=2,\n channels=256,\n num_convs=1,\n concat_input=False,\n dropout_ratio=0.1,\n num_classes=150,\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=0.4)),\n train_cfg=dict(),\n test_cfg=dict(mode='whole'))\ndataset_type = 'CityscapesDataset'\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='LoadAnnotations'),\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=255),\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='CityscapesDataset',\n data_root='data/cityscapes/',\n img_dir='leftImg8bit/train',\n ann_dir='gtFine/train',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotations'),\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=255),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_semantic_seg'])\n ]),\n val=dict(\n type='CityscapesDataset',\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='CityscapesDataset',\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',\n lr=6e-05,\n betas=(0.9, 0.999),\n weight_decay=0.05,\n constructor='CustomLayerDecayOptimizerConstructor',\n paramwise_cfg=dict(\n num_layers=33, layer_decay_rate=1.0, depths=[4, 4, 21, 4]))\noptimizer_config = dict()\nlr_config = dict(\n policy='poly',\n warmup='linear',\n warmup_iters=1500,\n warmup_ratio=1e-06,\n power=1.0,\n min_lr=0.0,\n by_epoch=False)\nrunner = dict(type='IterBasedRunner', max_iters=160000)\ncheckpoint_config = dict(by_epoch=False, interval=1000, max_keep_ckpts=1)\nevaluation = dict(\n interval=16000, metric='mIoU', pre_eval=True, save_best='mIoU')\npretrained = 'https://github.com/OpenGVLab/InternImage/releases/download/cls_model/internimage_s_1k_224.pth'\nwork_dir = './work_dirs/upernet_internimage_s_1024_160k_cityscapes'\ngpu_ids = range(0, 8)\nauto_resume = False\ndevice = 'cuda'\nseed = 1052173860\n", "CLASSES": ["road", "sidewalk", "building", "wall", "fence", "pole", "traffic light", "traffic sign", "vegetation", "terrain", "sky", "person", "rider", "car", "truck", "bus", "train", "motorcycle", "bicycle"], "PALETTE": [[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": {}} 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81.43708, "aux.loss_ce": 1.32347, "aux.acc_seg": 77.86528, "loss": 3.18502, "time": 0.3522} {"mode": "train", "epoch": 3, "iter": 500, "lr": 2e-05, "memory": 50771, "data_time": 0.00589, "decode.loss_ce": 1.63174, "decode.acc_seg": 82.6888, "aux.loss_ce": 1.23308, "aux.acc_seg": 79.16283, "loss": 2.86482, "time": 0.35002} {"mode": "train", "epoch": 3, "iter": 550, "lr": 2e-05, "memory": 50771, "data_time": 0.00584, "decode.loss_ce": 1.38987, "decode.acc_seg": 84.76865, "aux.loss_ce": 1.13402, "aux.acc_seg": 82.2844, "loss": 2.52389, "time": 0.35014} {"mode": "train", "epoch": 4, "iter": 600, "lr": 2e-05, "memory": 50771, "data_time": 0.0518, "decode.loss_ce": 1.19798, "decode.acc_seg": 85.12204, "aux.loss_ce": 1.03752, "aux.acc_seg": 83.01995, "loss": 2.2355, "time": 0.39989} {"mode": "train", "epoch": 4, "iter": 650, "lr": 3e-05, "memory": 50771, "data_time": 0.00617, "decode.loss_ce": 1.0689, "decode.acc_seg": 84.69418, "aux.loss_ce": 0.96002, "aux.acc_seg": 82.86499, "loss": 2.02893, "time": 0.35279} {"mode": "train", "epoch": 4, "iter": 700, "lr": 3e-05, "memory": 50771, "data_time": 0.00594, "decode.loss_ce": 0.95623, "decode.acc_seg": 84.98026, "aux.loss_ce": 0.88, "aux.acc_seg": 82.85015, "loss": 1.83624, "time": 0.35011} {"mode": "train", "epoch": 5, "iter": 750, "lr": 3e-05, "memory": 50771, "data_time": 0.05205, "decode.loss_ce": 0.84624, "decode.acc_seg": 86.04805, "aux.loss_ce": 0.80034, "aux.acc_seg": 83.85881, "loss": 1.64657, "time": 0.39703} {"mode": "train", "epoch": 5, "iter": 800, "lr": 3e-05, "memory": 50771, "data_time": 0.00595, "decode.loss_ce": 0.71375, "decode.acc_seg": 87.40783, "aux.loss_ce": 0.70649, "aux.acc_seg": 84.9254, "loss": 1.42024, "time": 0.35339} {"mode": "train", "epoch": 5, "iter": 850, "lr": 3e-05, "memory": 50771, "data_time": 0.00599, "decode.loss_ce": 0.66142, "decode.acc_seg": 87.6526, "aux.loss_ce": 0.64781, "aux.acc_seg": 84.72685, "loss": 1.30923, "time": 0.35049} {"mode": "train", "epoch": 5, "iter": 900, 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0.27255, "aux.acc_seg": 87.42941, "loss": 0.63002, "time": 0.34935} {"mode": "train", "epoch": 8, "iter": 1350, "lr": 5e-05, "memory": 50771, "data_time": 0.05188, "decode.loss_ce": 0.35178, "decode.acc_seg": 90.15319, "aux.loss_ce": 0.25491, "aux.acc_seg": 87.8135, "loss": 0.60669, "time": 0.39576} {"mode": "train", "epoch": 8, "iter": 1400, "lr": 6e-05, "memory": 50771, "data_time": 0.00608, "decode.loss_ce": 0.32912, "decode.acc_seg": 90.58931, "aux.loss_ce": 0.23246, "aux.acc_seg": 88.5231, "loss": 0.56158, "time": 0.35663} {"mode": "train", "epoch": 8, "iter": 1450, "lr": 6e-05, "memory": 50771, "data_time": 0.00604, "decode.loss_ce": 0.31597, "decode.acc_seg": 90.73627, "aux.loss_ce": 0.2248, "aux.acc_seg": 88.44679, "loss": 0.54077, "time": 0.35145} {"mode": "train", "epoch": 9, "iter": 1500, "lr": 6e-05, "memory": 50771, "data_time": 0.05154, "decode.loss_ce": 0.31779, "decode.acc_seg": 90.566, "aux.loss_ce": 0.20819, "aux.acc_seg": 88.70211, "loss": 0.52598, "time": 0.39757} {"mode": "train", "epoch": 9, "iter": 1550, "lr": 6e-05, "memory": 50771, "data_time": 0.00608, "decode.loss_ce": 0.32422, "decode.acc_seg": 90.48508, "aux.loss_ce": 0.20712, "aux.acc_seg": 88.57494, "loss": 0.53134, "time": 0.35103} {"mode": "train", "epoch": 9, "iter": 1600, "lr": 6e-05, "memory": 50771, "data_time": 0.00691, "decode.loss_ce": 0.30311, "decode.acc_seg": 90.92001, "aux.loss_ce": 0.19382, "aux.acc_seg": 88.89146, "loss": 0.49692, "time": 0.35367} {"mode": "train", "epoch": 9, "iter": 1650, "lr": 6e-05, "memory": 50771, "data_time": 0.00615, "decode.loss_ce": 0.27848, "decode.acc_seg": 91.51588, "aux.loss_ce": 0.17652, "aux.acc_seg": 89.71749, "loss": 0.45499, "time": 0.35143} {"mode": "train", "epoch": 10, "iter": 1700, "lr": 6e-05, "memory": 50771, "data_time": 0.05242, "decode.loss_ce": 0.27687, "decode.acc_seg": 91.42763, "aux.loss_ce": 0.17181, "aux.acc_seg": 89.56902, "loss": 0.44868, "time": 0.39854} {"mode": "train", "epoch": 10, "iter": 1750, "lr": 6e-05, 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