diff --git "a/detection/mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.log.json" "b/detection/mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.log.json" new file mode 100644--- /dev/null +++ "b/detection/mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.log.json" @@ -0,0 +1,1765 @@ +{"env_info": "sys.platform: linux\nPython: 3.9.19 (main, May 6 2024, 19:43:03) [GCC 11.2.0]\nCUDA available: True\nGPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB\nCUDA_HOME: /mnt/petrelfs/share/cuda-11.7/\nNVCC: Cuda compilation tools, release 11.7, V11.7.99\nGCC: gcc (GCC) 7.3.0\nPyTorch: 1.12.0+cu113\nPyTorch compiling details: PyTorch built with:\n - GCC 9.3\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 v2.6.0 (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 11.3\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 8.3.2 (built against CUDA 11.5)\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.3.2, CXX_COMPILER=/opt/rh/devtoolset-9/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-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 -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.12.0, 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: 0.13.0+cu113\nOpenCV: 4.9.0\nMMCV: 1.7.0\nMMCV Compiler: GCC 7.3\nMMCV CUDA Compiler: 11.7\nMMDetection: 2.25.3+d30b7c1", "config": "model = dict(\n type='MaskRCNN',\n backbone=dict(\n type='vit_models',\n pretrain_img_size=224,\n pretrain_patch_size=16,\n patch_size=16,\n embed_dim=1024,\n depth=24,\n num_heads=16,\n mlp_ratio=4.0,\n qkv_bias=True,\n drop_path_rate=0.4,\n init_scale=1,\n with_fpn=True,\n out_indices=[23],\n output_dtype='float32',\n window_attn=[\n True, True, False, True, True, False, True, True, False, True,\n True, False, True, True, False, True, True, False, True, True,\n False, True, True, False\n ],\n window_size=[\n 14, 14, -1, 14, 14, -1, 14, 14, -1, 14, 14, -1, 14, 14, -1, 14, 14,\n -1, 14, 14, -1, 14, 14, -1\n ],\n use_flash_attn=True,\n pretrained='./pretrained/deit_3_large_224_21k.pth'),\n neck=dict(\n type='FPN',\n in_channels=[1024, 1024, 1024, 1024],\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)))\ndataset_type = 'CocoDataset'\ndata_root = 'data/coco/'\nimg_norm_cfg = dict(\n mean=[127.5, 127.5, 127.5], std=[127.5, 127.5, 127.5], 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=(1024, 614), keep_ratio=True),\n dict(type='RandomFlip', flip_ratio=0.5),\n dict(\n type='Normalize',\n mean=[127.5, 127.5, 127.5],\n std=[127.5, 127.5, 127.5],\n to_rgb=True),\n dict(type='Pad', size_divisor=64),\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=(1024, 614),\n flip=False,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[127.5, 127.5, 127.5],\n std=[127.5, 127.5, 127.5],\n to_rgb=True),\n dict(type='Pad', size_divisor=64),\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=(1024, 614), keep_ratio=True),\n dict(type='RandomFlip', flip_ratio=0.5),\n dict(\n type='Normalize',\n mean=[127.5, 127.5, 127.5],\n std=[127.5, 127.5, 127.5],\n to_rgb=True),\n dict(type='Pad', size_divisor=64),\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=(1024, 614),\n flip=False,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[127.5, 127.5, 127.5],\n std=[127.5, 127.5, 127.5],\n to_rgb=True),\n dict(type='Pad', size_divisor=64),\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=(1024, 614),\n flip=False,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[127.5, 127.5, 127.5],\n std=[127.5, 127.5, 127.5],\n to_rgb=True),\n dict(type='Pad', size_divisor=64),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]))\nevaluation = dict(metric=['bbox', 'segm'], interval=1, save_best=None)\noptimizer = dict(\n type='AdamW',\n lr=0.0001,\n betas=(0.9, 0.999),\n weight_decay=0.05,\n constructor='CustomLayerDecayOptimizerConstructorMMDet',\n paramwise_cfg=dict(num_layers=24, layer_decay_rate=0.95))\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, deepspeed=True, max_keep_ckpts=1)\nlog_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')])\ncustom_hooks = [dict(type='ToBFloat16HookMMDet', priority=49)]\ndist_params = dict(backend='nccl')\nlog_level = 'INFO'\nload_from = None\nresume_from = None\nworkflow = [('train', 1)]\nopencv_num_threads = 0\nmp_start_method = 'fork'\nauto_scale_lr = dict(enable=False, base_batch_size=16)\ndeepspeed = True\ndeepspeed_config = 'zero_configs/adam_zero1_bf16.json'\npretrained = './pretrained/deit_3_large_224_21k.pth'\ncustom_imports = dict(\n imports=['mmdet.mmcv_custom'], allow_failed_imports=False)\nwork_dir = './work_dirs/mask_rcnn_deit_vit_l_fpn_1x_coco_bs16'\nauto_resume = True\ngpu_ids = range(0, 8)\n", "seed": 264270979, "exp_name": "mask_rcnn_deit_vit_l_fpn_1x_coco_bs16.py"} +{"mode": "train", "epoch": 1, "iter": 50, "lr": 0.0, "memory": 7480, "data_time": 0.08216, "loss_rpn_cls": 0.67504, "loss_rpn_bbox": 0.74444, "loss_cls": 4.32297, "acc": 62.48877, "loss_bbox": 0.09603, "loss_mask": 16.38407, "loss": 22.22254, "time": 0.51756} +{"mode": "train", "epoch": 1, "iter": 100, "lr": 1e-05, "memory": 7480, "data_time": 0.01389, "loss_rpn_cls": 0.34273, "loss_rpn_bbox": 0.47946, "loss_cls": 0.90692, "acc": 94.24854, "loss_bbox": 0.1219, "loss_mask": 5.19251, "loss": 7.04353, "time": 0.33058} +{"mode": "train", "epoch": 1, "iter": 150, "lr": 1e-05, "memory": 7480, "data_time": 0.01359, "loss_rpn_cls": 0.31204, "loss_rpn_bbox": 0.39322, "loss_cls": 0.62615, "acc": 93.9126, "loss_bbox": 0.13172, "loss_mask": 2.45834, "loss": 3.92147, "time": 0.33183} +{"mode": "train", "epoch": 1, "iter": 200, "lr": 1e-05, "memory": 7480, "data_time": 0.01405, "loss_rpn_cls": 0.28108, "loss_rpn_bbox": 0.2901, "loss_cls": 0.57471, "acc": 93.63306, "loss_bbox": 0.16025, "loss_mask": 1.28359, "loss": 2.58973, "time": 0.3333} +{"mode": "train", "epoch": 1, "iter": 250, "lr": 1e-05, "memory": 7480, "data_time": 0.01726, "loss_rpn_cls": 0.26059, "loss_rpn_bbox": 0.19568, "loss_cls": 0.52609, "acc": 93.71167, "loss_bbox": 0.18367, "loss_mask": 0.82052, "loss": 1.98654, "time": 0.33486} +{"mode": "train", "epoch": 1, "iter": 300, "lr": 2e-05, "memory": 7708, "data_time": 0.01422, "loss_rpn_cls": 0.24471, "loss_rpn_bbox": 0.13869, "loss_cls": 0.48877, "acc": 94.00244, "loss_bbox": 0.19021, "loss_mask": 0.7096, "loss": 1.77198, "time": 0.33259} +{"mode": "train", "epoch": 1, "iter": 350, "lr": 2e-05, "memory": 7708, "data_time": 0.01454, "loss_rpn_cls": 0.2352, "loss_rpn_bbox": 0.11429, "loss_cls": 0.45698, "acc": 94.21533, "loss_bbox": 0.19066, "loss_mask": 0.69448, "loss": 1.6916, "time": 0.33175} +{"mode": "train", "epoch": 1, "iter": 400, "lr": 2e-05, "memory": 7708, "data_time": 0.01399, "loss_rpn_cls": 0.20611, "loss_rpn_bbox": 0.09268, "loss_cls": 0.41756, "acc": 94.62891, "loss_bbox": 0.18396, "loss_mask": 0.68931, "loss": 1.58962, "time": 0.32949} +{"mode": "train", "epoch": 1, "iter": 450, "lr": 2e-05, "memory": 7708, "data_time": 0.0138, "loss_rpn_cls": 0.19639, "loss_rpn_bbox": 0.08582, "loss_cls": 0.41372, "acc": 94.47412, "loss_bbox": 0.1911, "loss_mask": 0.68635, "loss": 1.57337, "time": 0.33152} +{"mode": "train", "epoch": 1, "iter": 500, "lr": 3e-05, "memory": 7708, "data_time": 0.01782, "loss_rpn_cls": 0.19894, "loss_rpn_bbox": 0.08581, "loss_cls": 0.41436, "acc": 94.31885, "loss_bbox": 0.19358, "loss_mask": 0.68311, "loss": 1.57579, "time": 0.33141} +{"mode": "train", "epoch": 1, "iter": 550, "lr": 3e-05, "memory": 7708, "data_time": 0.0156, "loss_rpn_cls": 0.1774, "loss_rpn_bbox": 0.08094, "loss_cls": 0.41735, "acc": 94.17944, "loss_bbox": 0.20286, "loss_mask": 0.68051, "loss": 1.55906, "time": 0.33263} +{"mode": "train", "epoch": 1, "iter": 600, "lr": 3e-05, "memory": 7708, "data_time": 0.01653, "loss_rpn_cls": 0.16505, "loss_rpn_bbox": 0.07083, "loss_cls": 0.41462, "acc": 94.12158, "loss_bbox": 0.20855, "loss_mask": 0.67735, "loss": 1.53641, "time": 0.33069} +{"mode": "train", "epoch": 1, "iter": 650, "lr": 3e-05, "memory": 7708, "data_time": 0.01432, "loss_rpn_cls": 0.17759, "loss_rpn_bbox": 0.07766, "loss_cls": 0.43017, "acc": 93.73779, "loss_bbox": 0.22344, "loss_mask": 0.67544, "loss": 1.5843, "time": 0.33336} +{"mode": "train", "epoch": 1, "iter": 700, "lr": 3e-05, "memory": 7708, "data_time": 0.01462, "loss_rpn_cls": 0.16726, "loss_rpn_bbox": 0.0796, "loss_cls": 0.41516, "acc": 93.68018, "loss_bbox": 0.22331, "loss_mask": 0.66945, "loss": 1.55478, "time": 0.338} +{"mode": "train", "epoch": 1, "iter": 750, "lr": 3e-05, "memory": 7708, "data_time": 0.01767, "loss_rpn_cls": 0.16468, "loss_rpn_bbox": 0.08306, "loss_cls": 0.42436, "acc": 93.50122, "loss_bbox": 0.23036, "loss_mask": 0.66605, "loss": 1.56851, "time": 0.33661} +{"mode": "train", "epoch": 1, "iter": 800, "lr": 3e-05, "memory": 7708, "data_time": 0.01466, "loss_rpn_cls": 0.15275, "loss_rpn_bbox": 0.08042, "loss_cls": 0.41691, "acc": 93.55786, "loss_bbox": 0.22824, "loss_mask": 0.65971, "loss": 1.53804, "time": 0.33425} +{"mode": "train", "epoch": 1, "iter": 850, "lr": 3e-05, "memory": 7708, "data_time": 0.01437, "loss_rpn_cls": 0.1565, "loss_rpn_bbox": 0.08008, "loss_cls": 0.41836, "acc": 93.43359, "loss_bbox": 0.23326, "loss_mask": 0.6541, "loss": 1.54229, "time": 0.33417} +{"mode": "train", "epoch": 1, "iter": 900, "lr": 3e-05, "memory": 7708, "data_time": 0.01393, "loss_rpn_cls": 0.14924, "loss_rpn_bbox": 0.07612, "loss_cls": 0.43961, "acc": 92.99048, "loss_bbox": 0.25407, "loss_mask": 0.64861, "loss": 1.56765, "time": 0.33665} +{"mode": "train", "epoch": 1, "iter": 950, "lr": 3e-05, "memory": 7716, "data_time": 0.01409, "loss_rpn_cls": 0.14261, "loss_rpn_bbox": 0.07529, "loss_cls": 0.43616, "acc": 93.03223, "loss_bbox": 0.25131, "loss_mask": 0.63752, "loss": 1.54289, "time": 0.33573} +{"mode": "train", "epoch": 1, "iter": 1000, "lr": 3e-05, "memory": 7716, "data_time": 0.01606, "loss_rpn_cls": 0.12755, "loss_rpn_bbox": 0.07049, "loss_cls": 0.40335, "acc": 93.37476, "loss_bbox": 0.23921, "loss_mask": 0.62801, "loss": 1.46861, "time": 0.334} +{"mode": "train", "epoch": 1, "iter": 1050, "lr": 3e-05, "memory": 7716, "data_time": 0.01538, "loss_rpn_cls": 0.13064, "loss_rpn_bbox": 0.07305, "loss_cls": 0.41914, "acc": 93.06226, "loss_bbox": 0.25089, "loss_mask": 0.62235, "loss": 1.49607, "time": 0.33839} +{"mode": "train", "epoch": 1, "iter": 1100, "lr": 3e-05, 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