{"env_info": "sys.platform: linux\nPython: 3.8.16 | packaged by conda-forge | (default, Feb 1 2023, 16:01:55) [GCC 11.3.0]\nCUDA available: True\nGPU 0,1,2,3,4,5,6,7: NVIDIA A100 80GB PCIe\nCUDA_HOME: /usr/local/cuda\nNVCC: Cuda compilation tools, release 11.8, V11.8.89\nGCC: gcc (Ubuntu 11.1.0-1ubuntu1~20.04) 11.1.0\nPyTorch: 2.0.0+cu118\nPyTorch compiling details: PyTorch built with:\n - GCC 9.3\n - C++ Version: 201703\n - Intel(R) oneAPI Math Kernel Library Version 2022.2-Product Build 20220804 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.7.3 (Git Hash 6dbeffbae1f23cbbeae17adb7b5b13f1f37c080e)\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 11.8\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;-gencode;arch=compute_90,code=sm_90\n - CuDNN 8.7\n - Magma 2.6.1\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.8, CUDNN_VERSION=8.7.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 -fabi-version=11 -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=bool-operation -Wnarrowing -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_DISABLE_GPU_ASSERTS=ON, TORCH_VERSION=2.0.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=1, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, \n\nTorchVision: 0.15.0+cu118\nOpenCV: 4.7.0\nMMCV: 1.7.1\nMMCV Compiler: GCC 11.1\nMMCV CUDA Compiler: 11.8\nMMDetection: 2.28.2+", "config": "model = dict(\n type='MaskRCNN',\n neck=dict(\n type='FPN',\n in_channels=[72, 144, 288, 576],\n out_channels=256,\n num_outs=5),\n rpn_head=dict(\n type='RPNHead',\n in_channels=256,\n feat_channels=256,\n anchor_generator=dict(\n type='AnchorGenerator',\n scales=[8],\n ratios=[0.5, 1.0, 2.0],\n strides=[4, 8, 16, 32, 64]),\n bbox_coder=dict(\n type='DeltaXYWHBBoxCoder',\n target_means=[0.0, 0.0, 0.0, 0.0],\n target_stds=[1.0, 1.0, 1.0, 1.0]),\n loss_cls=dict(\n type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0),\n loss_bbox=dict(type='L1Loss', loss_weight=1.0)),\n roi_head=dict(\n type='StandardRoIHead',\n bbox_roi_extractor=dict(\n type='SingleRoIExtractor',\n roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0),\n out_channels=256,\n featmap_strides=[4, 8, 16, 32]),\n bbox_head=dict(\n type='Shared2FCBBoxHead',\n in_channels=256,\n fc_out_channels=1024,\n roi_feat_size=7,\n num_classes=80,\n bbox_coder=dict(\n type='DeltaXYWHBBoxCoder',\n target_means=[0.0, 0.0, 0.0, 0.0],\n target_stds=[0.1, 0.1, 0.2, 0.2]),\n reg_class_agnostic=False,\n loss_cls=dict(\n type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0),\n loss_bbox=dict(type='L1Loss', loss_weight=1.0)),\n mask_roi_extractor=dict(\n type='SingleRoIExtractor',\n roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0),\n out_channels=256,\n featmap_strides=[4, 8, 16, 32]),\n mask_head=dict(\n type='FCNMaskHead',\n num_convs=4,\n in_channels=256,\n conv_out_channels=256,\n num_classes=80,\n loss_mask=dict(\n type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))),\n train_cfg=dict(\n rpn=dict(\n assigner=dict(\n type='MaxIoUAssigner',\n pos_iou_thr=0.7,\n neg_iou_thr=0.3,\n min_pos_iou=0.3,\n match_low_quality=True,\n ignore_iof_thr=-1),\n sampler=dict(\n type='RandomSampler',\n num=256,\n pos_fraction=0.5,\n neg_pos_ub=-1,\n add_gt_as_proposals=False),\n allowed_border=-1,\n pos_weight=-1,\n debug=False),\n rpn_proposal=dict(\n nms_pre=2000,\n max_per_img=1000,\n nms=dict(type='nms', iou_threshold=0.7),\n min_bbox_size=0),\n rcnn=dict(\n assigner=dict(\n type='MaxIoUAssigner',\n pos_iou_thr=0.5,\n neg_iou_thr=0.5,\n min_pos_iou=0.5,\n match_low_quality=True,\n ignore_iof_thr=-1),\n sampler=dict(\n type='RandomSampler',\n num=512,\n pos_fraction=0.25,\n neg_pos_ub=-1,\n add_gt_as_proposals=True),\n mask_size=28,\n pos_weight=-1,\n debug=False)),\n test_cfg=dict(\n rpn=dict(\n nms_pre=1000,\n max_per_img=1000,\n nms=dict(type='nms', iou_threshold=0.7),\n min_bbox_size=0),\n rcnn=dict(\n score_thr=0.05,\n nms=dict(type='nms', iou_threshold=0.5),\n max_per_img=100,\n mask_thr_binary=0.5)),\n pretrained='pretrained/transnext_tiny/transnext_tiny.pth',\n backbone=dict(type='transnext_tiny', pretrain_size=224, img_size=800))\ndataset_type = 'CocoDataset'\ndata_root = 'data/coco/'\nimg_norm_cfg = dict(\n mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)\ntrain_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(type='Resize', img_scale=(1333, 800), keep_ratio=True),\n dict(type='RandomFlip', flip_ratio=0.5),\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_divisor=32),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks'])\n]\ntest_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1333, 800),\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='Pad', size_divisor=32),\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='CocoDataset',\n ann_file='data/coco/annotations/instances_train2017.json',\n img_prefix='data/coco/train2017/',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(type='Resize', img_scale=(1333, 800), keep_ratio=True),\n dict(type='RandomFlip', flip_ratio=0.5),\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_divisor=32),\n dict(type='DefaultFormatBundle'),\n dict(\n type='Collect',\n keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks'])\n ]),\n val=dict(\n type='CocoDataset',\n ann_file='data/coco/annotations/instances_val2017.json',\n img_prefix='data/coco/val2017/',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1333, 800),\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='Pad', size_divisor=32),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]),\n test=dict(\n type='CocoDataset',\n ann_file='data/coco/annotations/instances_val2017.json',\n img_prefix='data/coco/val2017/',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1333, 800),\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='Pad', size_divisor=32),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]))\nevaluation = dict(metric=['bbox', 'segm'])\noptimizer = dict(\n type='AdamW',\n lr=0.0001,\n betas=(0.9, 0.999),\n weight_decay=0.05,\n paramwise_cfg=dict(\n custom_keys=dict(\n query_embedding=dict(decay_mult=0.0),\n relative_pos_bias_local=dict(decay_mult=0.0),\n cpb=dict(decay_mult=0.0),\n temperature=dict(decay_mult=0.0),\n norm=dict(decay_mult=0.0))))\noptimizer_config = dict(grad_clip=None)\nlr_config = dict(\n policy='step',\n warmup='linear',\n warmup_iters=500,\n warmup_ratio=0.001,\n step=[8, 11])\nrunner = dict(type='EpochBasedRunner', max_epochs=12)\ncheckpoint_config = dict(interval=1)\nlog_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')])\ncustom_hooks = [dict(type='NumClassCheckHook')]\ndist_params = dict(backend='nccl')\nlog_level = 'INFO'\nload_from = None\nresume_from = None\nworkflow = [('train', 1)]\nwork_dir = './work_dirs/mask_rcnn_transnext_tiny_800_fpn_1x_coco'\ngpu_ids = range(0, 8)\n", "seed": null, "exp_name": "mask_rcnn_transnext_tiny_800_fpn_1x_coco.py"} {"mode": "train", "epoch": 1, "iter": 50, "lr": 1e-05, "memory": 29532, "data_time": 0.77228, "loss_rpn_cls": 0.66885, "loss_rpn_bbox": 0.10863, "loss_cls": 3.64457, "acc": 39.70776, "loss_bbox": 0.02511, "loss_mask": 1.00718, "loss": 5.45434, "time": 2.5289} {"mode": "train", "epoch": 1, "iter": 100, "lr": 2e-05, "memory": 29685, "data_time": 0.0365, "loss_rpn_cls": 0.42708, "loss_rpn_bbox": 0.10565, "loss_cls": 0.60982, "acc": 96.21069, "loss_bbox": 0.11053, "loss_mask": 0.79366, "loss": 2.04675, "time": 1.7555} {"mode": "train", "epoch": 1, "iter": 150, "lr": 3e-05, "memory": 29685, "data_time": 0.03753, "loss_rpn_cls": 0.28231, "loss_rpn_bbox": 0.10165, "loss_cls": 0.43316, "acc": 94.73779, "loss_bbox": 0.17307, "loss_mask": 0.71113, "loss": 1.70132, "time": 1.74482} {"mode": "train", "epoch": 1, "iter": 200, "lr": 4e-05, "memory": 30017, "data_time": 0.03648, "loss_rpn_cls": 0.2455, "loss_rpn_bbox": 0.10453, "loss_cls": 0.43982, "acc": 93.81665, "loss_bbox": 0.20805, "loss_mask": 0.69538, "loss": 1.69326, "time": 1.75493} {"mode": "train", "epoch": 1, "iter": 250, "lr": 5e-05, "memory": 30017, "data_time": 0.03817, "loss_rpn_cls": 0.19952, "loss_rpn_bbox": 0.10401, "loss_cls": 0.44065, "acc": 93.49341, "loss_bbox": 0.22464, "loss_mask": 0.67869, "loss": 1.64751, "time": 1.74185} {"mode": "train", "epoch": 1, "iter": 300, "lr": 6e-05, "memory": 30017, "data_time": 0.04561, "loss_rpn_cls": 0.14868, "loss_rpn_bbox": 0.09727, "loss_cls": 0.42623, "acc": 93.09082, "loss_bbox": 0.24516, "loss_mask": 0.65566, "loss": 1.57301, "time": 1.74429} {"mode": "train", "epoch": 1, "iter": 350, "lr": 7e-05, "memory": 30017, "data_time": 0.03869, "loss_rpn_cls": 0.11928, "loss_rpn_bbox": 0.09291, "loss_cls": 0.43954, "acc": 92.41406, "loss_bbox": 0.27722, "loss_mask": 0.61946, "loss": 1.54842, "time": 1.75158} {"mode": "train", "epoch": 1, "iter": 400, "lr": 8e-05, "memory": 30205, "data_time": 0.04259, "loss_rpn_cls": 0.11548, "loss_rpn_bbox": 0.09418, "loss_cls": 0.48073, "acc": 91.19971, "loss_bbox": 0.32501, "loss_mask": 0.58488, "loss": 1.60027, "time": 1.75677} {"mode": "train", "epoch": 1, "iter": 450, "lr": 9e-05, "memory": 30205, "data_time": 0.03816, "loss_rpn_cls": 0.10049, "loss_rpn_bbox": 0.09004, "loss_cls": 0.46491, "acc": 90.83618, "loss_bbox": 0.34113, "loss_mask": 0.54602, "loss": 1.5426, "time": 1.75554} {"mode": "train", "epoch": 1, "iter": 500, "lr": 0.0001, "memory": 30228, "data_time": 0.03425, "loss_rpn_cls": 0.09381, "loss_rpn_bbox": 0.08825, "loss_cls": 0.4617, "acc": 90.33008, "loss_bbox": 0.35807, "loss_mask": 0.50938, "loss": 1.51121, "time": 1.74088} {"mode": "train", "epoch": 1, "iter": 550, "lr": 0.0001, "memory": 30261, "data_time": 0.03752, "loss_rpn_cls": 0.08992, "loss_rpn_bbox": 0.08416, "loss_cls": 0.44291, "acc": 90.12378, "loss_bbox": 0.3584, "loss_mask": 0.47886, "loss": 1.45425, "time": 1.73473} {"mode": "train", "epoch": 1, "iter": 600, "lr": 0.0001, "memory": 30261, "data_time": 0.03699, "loss_rpn_cls": 0.08616, "loss_rpn_bbox": 0.08529, "loss_cls": 0.41886, "acc": 89.91455, "loss_bbox": 0.3604, "loss_mask": 0.46119, "loss": 1.41191, "time": 1.75375} {"mode": "train", "epoch": 1, "iter": 650, "lr": 0.0001, "memory": 30261, "data_time": 0.04243, "loss_rpn_cls": 0.08359, "loss_rpn_bbox": 0.08795, "loss_cls": 0.40932, "acc": 89.70532, "loss_bbox": 0.37141, "loss_mask": 0.44746, "loss": 1.39974, "time": 1.7451} {"mode": "train", "epoch": 1, "iter": 700, "lr": 0.0001, "memory": 30265, "data_time": 0.03836, "loss_rpn_cls": 0.07961, "loss_rpn_bbox": 0.08445, "loss_cls": 0.39705, "acc": 89.20532, "loss_bbox": 0.38291, "loss_mask": 0.43864, "loss": 1.38267, "time": 1.75925} {"mode": "train", "epoch": 1, "iter": 750, "lr": 0.0001, "memory": 30265, "data_time": 0.03337, "loss_rpn_cls": 0.07716, "loss_rpn_bbox": 0.08326, "loss_cls": 0.38484, "acc": 89.36938, "loss_bbox": 0.37817, "loss_mask": 0.42499, "loss": 1.34841, "time": 1.75112} {"mode": "train", "epoch": 1, "iter": 800, "lr": 0.0001, "memory": 30291, "data_time": 0.03956, "loss_rpn_cls": 0.07222, "loss_rpn_bbox": 0.08301, "loss_cls": 0.39193, "acc": 89.12744, "loss_bbox": 0.38266, "loss_mask": 0.42155, "loss": 1.35137, "time": 1.75246} {"mode": "train", "epoch": 1, "iter": 850, "lr": 0.0001, "memory": 30291, "data_time": 0.04016, "loss_rpn_cls": 0.0677, "loss_rpn_bbox": 0.0795, "loss_cls": 0.36217, "acc": 89.48755, "loss_bbox": 0.3751, "loss_mask": 0.40798, "loss": 1.29244, "time": 1.73858} {"mode": "train", "epoch": 1, "iter": 900, "lr": 0.0001, "memory": 30291, "data_time": 0.0398, "loss_rpn_cls": 0.06823, "loss_rpn_bbox": 0.07959, "loss_cls": 0.36255, "acc": 89.43872, "loss_bbox": 0.37993, "loss_mask": 0.41053, "loss": 1.30082, "time": 1.74535} {"mode": "train", "epoch": 1, "iter": 950, "lr": 0.0001, "memory": 30291, "data_time": 0.03676, "loss_rpn_cls": 0.06966, "loss_rpn_bbox": 0.07677, "loss_cls": 0.36218, "acc": 89.44312, "loss_bbox": 0.36748, "loss_mask": 0.39537, "loss": 1.27145, "time": 1.73512} {"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.0001, "memory": 30291, "data_time": 0.04137, "loss_rpn_cls": 0.06587, "loss_rpn_bbox": 0.07641, "loss_cls": 0.34509, "acc": 89.66235, "loss_bbox": 0.36604, "loss_mask": 0.38728, "loss": 1.24069, "time": 1.75677} {"mode": "train", "epoch": 1, "iter": 1050, "lr": 0.0001, "memory": 30291, "data_time": 0.03832, "loss_rpn_cls": 0.06375, "loss_rpn_bbox": 0.0741, "loss_cls": 0.34275, "acc": 89.72266, "loss_bbox": 0.36615, "loss_mask": 0.38659, "loss": 1.23334, "time": 1.75088} {"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.0001, "memory": 30291, "data_time": 0.03962, "loss_rpn_cls": 0.05955, "loss_rpn_bbox": 0.07258, "loss_cls": 0.33276, "acc": 89.85791, "loss_bbox": 0.35901, "loss_mask": 0.37543, "loss": 1.19932, "time": 1.74171} {"mode": "train", "epoch": 1, "iter": 1150, "lr": 0.0001, "memory": 30291, "data_time": 0.04067, "loss_rpn_cls": 0.06243, "loss_rpn_bbox": 0.07934, "loss_cls": 0.34315, "acc": 89.41919, "loss_bbox": 0.37935, "loss_mask": 0.37727, "loss": 1.24153, "time": 1.74549} {"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.0001, "memory": 30292, "data_time": 0.04524, "loss_rpn_cls": 0.06223, "loss_rpn_bbox": 0.08022, "loss_cls": 0.33135, "acc": 89.67188, "loss_bbox": 0.36589, "loss_mask": 0.37279, "loss": 1.21249, "time": 1.73747} {"mode": "train", "epoch": 1, "iter": 1250, "lr": 0.0001, "memory": 30292, "data_time": 0.03867, "loss_rpn_cls": 0.05875, "loss_rpn_bbox": 0.07127, "loss_cls": 0.3259, "acc": 89.98413, "loss_bbox": 0.3542, "loss_mask": 0.3671, "loss": 1.17723, "time": 1.73661} {"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.0001, "memory": 30292, "data_time": 0.04185, "loss_rpn_cls": 0.05617, "loss_rpn_bbox": 0.07192, "loss_cls": 0.32347, "acc": 89.93799, "loss_bbox": 0.34893, "loss_mask": 0.36118, "loss": 1.16167, "time": 1.74198} {"mode": "train", "epoch": 1, "iter": 1350, "lr": 0.0001, "memory": 30292, "data_time": 0.03853, "loss_rpn_cls": 0.06373, "loss_rpn_bbox": 0.07809, "loss_cls": 0.32901, "acc": 89.66992, "loss_bbox": 0.35952, "loss_mask": 0.35659, "loss": 1.18695, "time": 1.74089} {"mode": "train", "epoch": 1, "iter": 1400, "lr": 0.0001, "memory": 30292, "data_time": 0.03629, "loss_rpn_cls": 0.05697, "loss_rpn_bbox": 0.07093, 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