diff --git "a/cityscapes/deeplabv3plus_r101_singlestep/20230303_203945.log.json" "b/cityscapes/deeplabv3plus_r101_singlestep/20230303_203945.log.json" new file mode 100644--- /dev/null +++ "b/cityscapes/deeplabv3plus_r101_singlestep/20230303_203945.log.json" @@ -0,0 +1,1611 @@ +{"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+c844fc6", "seed": 1230368388, "exp_name": "deeplabv3plus_r101-d8_aspp_head_unet_fc_small_single_step_cityscapes_pretrained_freeze_embed_80k_cityscapes20.py", "mmseg_version": "0.30.0+c844fc6", "config": "norm_cfg = dict(type='SyncBN', requires_grad=True)\nmodel = dict(\n type='EncoderDecoderFreeze',\n pretrained=\n 'pretrained/deeplabv3plus_r101-d8_512x1024_80k_cityscapes_20200606_114143-068fcfe9.pth',\n backbone=dict(\n type='ResNetV1cCustomInitWeights',\n depth=101,\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_r101-d8_512x1024_80k_cityscapes_20200606_114143-068fcfe9.pth'\n ),\n decode_head=dict(\n type='DepthwiseSeparableASPPHeadUnetFCHeadSingleStep',\n pretrained=\n 'pretrained/deeplabv3plus_r101-d8_512x1024_80k_cityscapes_20200606_114143-068fcfe9.pth',\n dim=256,\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_r101-d8_512x1024_80k_cityscapes_20200606_114143-068fcfe9.pth'\nwork_dir = './work_dirs2/deeplabv3plus_r101-d8_aspp_head_unet_fc_small_single_step_cityscapes_pretrained_freeze_embed_80k_cityscapes20'\ngpu_ids = range(0, 8)\nauto_resume = True\ndevice = 'cuda'\nseed = 1230368388\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": 67605, "data_time": 0.01382, "decode.loss_ce": 1.94335, "decode.acc_seg": 59.19742, "loss": 1.94335, "time": 0.65706} +{"mode": "train", "epoch": 1, "iter": 100, "lr": 1e-05, "memory": 67605, "data_time": 0.00744, "decode.loss_ce": 0.59793, "decode.acc_seg": 89.38338, "loss": 0.59793, "time": 0.29903} +{"mode": "train", "epoch": 1, "iter": 150, "lr": 2e-05, "memory": 67605, "data_time": 0.00664, "decode.loss_ce": 0.22754, "decode.acc_seg": 94.78043, "loss": 0.22754, "time": 0.29362} +{"mode": "train", "epoch": 2, "iter": 200, "lr": 3e-05, "memory": 67605, "data_time": 0.05239, "decode.loss_ce": 0.12991, "decode.acc_seg": 95.9063, "loss": 0.12991, "time": 0.34092} +{"mode": "train", "epoch": 2, "iter": 250, "lr": 4e-05, "memory": 67605, "data_time": 0.00679, "decode.loss_ce": 0.11265, "decode.acc_seg": 95.9313, "loss": 0.11265, "time": 0.29316} +{"mode": "train", "epoch": 2, "iter": 300, "lr": 4e-05, "memory": 67605, "data_time": 0.0066, "decode.loss_ce": 0.10753, "decode.acc_seg": 95.9972, "loss": 0.10753, "time": 0.29565} +{"mode": "train", "epoch": 2, "iter": 350, "lr": 5e-05, "memory": 67605, "data_time": 0.00685, "decode.loss_ce": 0.10427, "decode.acc_seg": 96.05631, "loss": 0.10427, "time": 0.29308} +{"mode": "train", "epoch": 3, "iter": 400, "lr": 6e-05, "memory": 67605, "data_time": 0.05291, "decode.loss_ce": 0.09857, "decode.acc_seg": 96.20801, "loss": 0.09857, "time": 0.33835} +{"mode": "train", "epoch": 3, "iter": 450, "lr": 7e-05, "memory": 67605, "data_time": 0.00684, "decode.loss_ce": 0.09697, "decode.acc_seg": 96.29999, "loss": 0.09697, "time": 0.29537} +{"mode": "train", "epoch": 3, "iter": 500, "lr": 7e-05, "memory": 67605, "data_time": 0.00663, "decode.loss_ce": 0.09559, "decode.acc_seg": 96.31056, "loss": 0.09559, "time": 0.29252} +{"mode": "train", "epoch": 3, "iter": 550, "lr": 8e-05, "memory": 67605, "data_time": 0.00681, "decode.loss_ce": 0.0947, "decode.acc_seg": 96.36128, "loss": 0.0947, "time": 0.29149} +{"mode": "train", "epoch": 4, "iter": 600, "lr": 9e-05, "memory": 67605, "data_time": 0.05191, "decode.loss_ce": 0.09332, "decode.acc_seg": 96.37103, "loss": 0.09332, "time": 0.33875} +{"mode": "train", "epoch": 4, "iter": 650, "lr": 0.0001, "memory": 67605, "data_time": 0.00667, "decode.loss_ce": 0.09262, "decode.acc_seg": 96.36669, "loss": 0.09262, "time": 0.2933} +{"mode": "train", "epoch": 4, "iter": 700, "lr": 0.0001, "memory": 67605, "data_time": 0.0066, "decode.loss_ce": 0.09235, "decode.acc_seg": 96.419, "loss": 0.09235, "time": 0.2946} +{"mode": "train", "epoch": 5, "iter": 750, "lr": 0.00011, "memory": 67605, "data_time": 0.05234, "decode.loss_ce": 0.09114, "decode.acc_seg": 96.42139, "loss": 0.09114, "time": 0.33796} +{"mode": "train", "epoch": 5, "iter": 800, "lr": 0.00012, "memory": 67605, "data_time": 0.00678, "decode.loss_ce": 0.09418, "decode.acc_seg": 96.34103, "loss": 0.09418, "time": 0.29247} +{"mode": "train", "epoch": 5, "iter": 850, "lr": 0.00013, "memory": 67605, "data_time": 0.00675, "decode.loss_ce": 0.0902, "decode.acc_seg": 96.46625, "loss": 0.0902, "time": 0.29203} +{"mode": "train", "epoch": 5, "iter": 900, "lr": 0.00013, "memory": 67605, "data_time": 0.00672, "decode.loss_ce": 0.09354, "decode.acc_seg": 96.35126, "loss": 0.09354, "time": 0.29178} +{"mode": "train", "epoch": 6, "iter": 950, "lr": 0.00014, "memory": 67605, "data_time": 0.0523, "decode.loss_ce": 0.09286, "decode.acc_seg": 96.43524, "loss": 0.09286, "time": 0.34017} +{"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.00015, "memory": 67605, "data_time": 0.00685, "decode.loss_ce": 0.09594, "decode.acc_seg": 96.27799, "loss": 0.09594, "time": 0.29319} +{"mode": "train", "epoch": 6, "iter": 1050, "lr": 0.00015, "memory": 67605, "data_time": 0.00679, "decode.loss_ce": 0.08999, "decode.acc_seg": 96.47858, "loss": 0.08999, "time": 0.29315} +{"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.00015, "memory": 67605, "data_time": 0.00666, "decode.loss_ce": 0.0935, "decode.acc_seg": 96.36637, "loss": 0.0935, "time": 0.29113} +{"mode": "train", "epoch": 7, "iter": 1150, "lr": 0.00015, "memory": 67605, "data_time": 0.05221, "decode.loss_ce": 0.09182, "decode.acc_seg": 96.41272, "loss": 0.09182, "time": 0.33854} +{"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.00015, "memory": 67605, "data_time": 0.00664, "decode.loss_ce": 0.08863, "decode.acc_seg": 96.52377, "loss": 0.08863, "time": 0.29348} +{"mode": "train", "epoch": 7, "iter": 1250, "lr": 0.00015, "memory": 67605, "data_time": 0.00669, "decode.loss_ce": 0.08827, "decode.acc_seg": 96.57997, "loss": 0.08827, "time": 0.29473} +{"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.00015, "memory": 67605, "data_time": 0.00688, "decode.loss_ce": 0.08733, "decode.acc_seg": 96.57233, "loss": 0.08733, "time": 0.29674} +{"mode": "train", "epoch": 8, "iter": 1350, "lr": 0.00015, "memory": 67605, "data_time": 0.05226, "decode.loss_ce": 0.08673, "decode.acc_seg": 96.63904, "loss": 0.08673, "time": 0.34217} +{"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.00015, "memory": 67605, "data_time": 0.0068, "decode.loss_ce": 0.08827, "decode.acc_seg": 96.53156, "loss": 0.08827, "time": 0.2915} +{"mode": "train", "epoch": 8, "iter": 1450, "lr": 0.00015, "memory": 67605, "data_time": 0.00673, "decode.loss_ce": 0.08633, "decode.acc_seg": 96.61723, "loss": 0.08633, "time": 0.2925} +{"mode": "train", "epoch": 9, "iter": 1500, "lr": 0.00015, "memory": 67605, "data_time": 0.05221, "decode.loss_ce": 0.08976, "decode.acc_seg": 96.5129, "loss": 0.08976, "time": 0.34318} +{"mode": "train", "epoch": 9, "iter": 1550, "lr": 0.00015, "memory": 67605, "data_time": 0.00683, "decode.loss_ce": 0.08965, "decode.acc_seg": 96.50961, "loss": 0.08965, "time": 0.29799} +{"mode": "train", "epoch": 9, "iter": 1600, "lr": 0.00015, "memory": 67605, "data_time": 0.00664, "decode.loss_ce": 0.08623, "decode.acc_seg": 96.59454, "loss": 0.08623, "time": 0.29323} +{"mode": "train", "epoch": 9, "iter": 1650, "lr": 0.00015, "memory": 67605, "data_time": 0.00673, "decode.loss_ce": 0.08558, "decode.acc_seg": 96.60878, "loss": 0.08558, "time": 0.2951} +{"mode": "train", "epoch": 10, "iter": 1700, "lr": 0.00015, "memory": 67605, "data_time": 0.05202, "decode.loss_ce": 0.09093, "decode.acc_seg": 96.45916, "loss": 0.09093, "time": 0.3389} +{"mode": "train", "epoch": 10, "iter": 1750, "lr": 0.00015, "memory": 67605, "data_time": 0.00676, "decode.loss_ce": 0.088, "decode.acc_seg": 96.54349, "loss": 0.088, "time": 0.2943} +{"mode": "train", "epoch": 10, "iter": 1800, "lr": 0.00015, "memory": 67605, "data_time": 0.0068, "decode.loss_ce": 0.08876, "decode.acc_seg": 96.51372, "loss": 0.08876, "time": 0.29163} +{"mode": "train", "epoch": 10, "iter": 1850, "lr": 0.00015, "memory": 67605, "data_time": 0.00668, "decode.loss_ce": 0.08976, "decode.acc_seg": 96.51137, "loss": 0.08976, "time": 0.29213} +{"mode": "train", "epoch": 11, "iter": 1900, "lr": 0.00015, "memory": 67605, "data_time": 0.05244, "decode.loss_ce": 0.08885, "decode.acc_seg": 96.43632, "loss": 0.08885, "time": 0.34037} +{"mode": "train", "epoch": 11, "iter": 1950, "lr": 0.00015, "memory": 67605, "data_time": 0.00671, "decode.loss_ce": 0.08951, "decode.acc_seg": 96.48329, "loss": 0.08951, "time": 0.29317} +{"mode": "train", "epoch": 11, "iter": 2000, "lr": 0.00015, "memory": 67605, "data_time": 0.00672, "decode.loss_ce": 0.08962, "decode.acc_seg": 96.51735, "loss": 0.08962, "time": 0.29307} +{"mode": "train", "epoch": 12, "iter": 2050, "lr": 0.00015, "memory": 67605, "data_time": 0.05221, "decode.loss_ce": 0.08573, "decode.acc_seg": 96.64375, "loss": 0.08573, "time": 0.34031} +{"mode": "train", "epoch": 12, "iter": 2100, "lr": 0.00015, "memory": 67605, "data_time": 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