diff --git "a/detection/mask_rcnn_internvit_6b_fpn_1x_coco_bs16_ms.log.json" "b/detection/mask_rcnn_internvit_6b_fpn_1x_coco_bs16_ms.log.json" new file mode 100644--- /dev/null +++ "b/detection/mask_rcnn_internvit_6b_fpn_1x_coco_bs16_ms.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+c8d02d2", "config": "model = dict(\n type='MaskRCNN',\n backbone=dict(\n type='InternViT6B',\n pretrain_img_size=224,\n pretrain_patch_size=14,\n patch_size=16,\n embed_dim=3200,\n depth=48,\n num_heads=25,\n mlp_ratio=4.0,\n qkv_bias=False,\n drop_path_rate=0.4,\n init_values=0.1,\n with_cp=True,\n use_flash_attn=True,\n qk_normalization=True,\n layerscale_force_fp32=False,\n with_fpn=True,\n freeze_vit=False,\n out_indices=[47],\n output_dtype='float32',\n pretrained='./pretrained/intern_vit_6b_224px.pth',\n norm_layer_type='RMSNorm'),\n neck=dict(\n type='FPN',\n in_channels=[3200, 3200, 3200, 3200],\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='RandomFlip', flip_ratio=0.5),\n dict(\n type='AutoAugment',\n policies=[[{\n 'type':\n 'Resize',\n 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333),\n (608, 1333), (640, 1333), (672, 1333), (704, 1333),\n (736, 1333), (768, 1333), (800, 1333)],\n 'multiscale_mode':\n 'value',\n 'keep_ratio':\n True\n }],\n [{\n 'type': 'Resize',\n 'img_scale': [(400, 1333), (500, 1333), (600, 1333)],\n 'multiscale_mode': 'value',\n 'keep_ratio': True\n }, {\n 'type': 'RandomCrop',\n 'crop_type': 'absolute_range',\n 'crop_size': (384, 600),\n 'allow_negative_crop': True\n }, {\n 'type':\n 'Resize',\n 'img_scale': [(480, 1333), (512, 1333), (544, 1333),\n (576, 1333), (608, 1333), (640, 1333),\n (672, 1333), (704, 1333), (736, 1333),\n (768, 1333), (800, 1333)],\n 'multiscale_mode':\n 'value',\n 'override':\n True,\n 'keep_ratio':\n True\n }]]),\n dict(\n type='RandomCrop',\n crop_type='absolute_range',\n crop_size=(1024, 1024),\n allow_negative_crop=True),\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=(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=[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='RandomFlip', flip_ratio=0.5),\n dict(\n type='AutoAugment',\n policies=[[{\n 'type':\n 'Resize',\n 'img_scale': [(480, 1333), (512, 1333), (544, 1333),\n (576, 1333), (608, 1333), (640, 1333),\n (672, 1333), (704, 1333), (736, 1333),\n (768, 1333), (800, 1333)],\n 'multiscale_mode':\n 'value',\n 'keep_ratio':\n True\n }],\n [{\n 'type': 'Resize',\n 'img_scale': [(400, 1333), (500, 1333),\n (600, 1333)],\n 'multiscale_mode': 'value',\n 'keep_ratio': True\n }, {\n 'type': 'RandomCrop',\n 'crop_type': 'absolute_range',\n 'crop_size': (384, 600),\n 'allow_negative_crop': True\n }, {\n 'type':\n 'Resize',\n 'img_scale': [(480, 1333), (512, 1333),\n (544, 1333), (576, 1333),\n (608, 1333), (640, 1333),\n (672, 1333), (704, 1333),\n (736, 1333), (768, 1333),\n (800, 1333)],\n 'multiscale_mode':\n 'value',\n 'override':\n True,\n 'keep_ratio':\n True\n }]]),\n dict(\n type='RandomCrop',\n crop_type='absolute_range',\n crop_size=(1024, 1024),\n allow_negative_crop=True),\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=(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=[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=(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=[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=48, 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/intern_vit_6b_224px.pth'\ncustom_imports = dict(\n imports=['mmdet.mmcv_custom'], allow_failed_imports=False)\nwork_dir = './work_dirs/mask_rcnn_internvit_6b_fpn_1x_coco_bs16_ms'\nauto_resume = True\ngpu_ids = range(0, 8)\n", "seed": 1273486956, "exp_name": "mask_rcnn_internvit_6b_fpn_1x_coco_bs16_ms.py"} +{"mode": "train", "epoch": 1, "iter": 50, "lr": 0.0, "memory": 33829, "data_time": 0.0798, "loss_rpn_cls": 1.35239, "loss_rpn_bbox": 2.82219, "loss_cls": 6.89755, "acc": 61.75563, "loss_bbox": 0.27225, "loss_mask": 37.46798, "loss": 48.81236, "time": 3.85514} +{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.0, "memory": 33829, "data_time": 0.01213, "loss_rpn_cls": 0.40446, "loss_rpn_bbox": 0.23742, "loss_cls": 0.47391, "acc": 96.67344, "loss_bbox": 0.0885, "loss_mask": 3.44852, "loss": 4.65281, "time": 3.72338} +{"mode": "train", "epoch": 1, "iter": 150, "lr": 0.0, "memory": 33829, "data_time": 0.01659, "loss_rpn_cls": 0.30129, "loss_rpn_bbox": 0.16902, "loss_cls": 0.43293, "acc": 95.57251, "loss_bbox": 0.14326, "loss_mask": 1.40222, "loss": 2.44872, "time": 3.72093} +{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.0, "memory": 33832, "data_time": 0.01773, "loss_rpn_cls": 0.28123, "loss_rpn_bbox": 0.163, "loss_cls": 0.49944, "acc": 93.98171, "loss_bbox": 0.21302, "loss_mask": 1.09207, "loss": 2.24875, "time": 3.78504} +{"mode": "train", "epoch": 1, "iter": 250, "lr": 0.0, "memory": 33832, "data_time": 0.01587, "loss_rpn_cls": 0.24071, "loss_rpn_bbox": 0.1206, "loss_cls": 0.434, "acc": 94.15063, "loss_bbox": 0.2119, "loss_mask": 0.81211, "loss": 1.81932, "time": 3.74087} +{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.0, "memory": 33832, "data_time": 0.01378, "loss_rpn_cls": 0.23499, "loss_rpn_bbox": 0.11583, "loss_cls": 0.41283, "acc": 94.02246, "loss_bbox": 0.21487, "loss_mask": 0.7336, "loss": 1.71212, "time": 3.76942} +{"mode": "train", "epoch": 1, "iter": 350, "lr": 1e-05, "memory": 33832, "data_time": 0.01543, "loss_rpn_cls": 0.21699, "loss_rpn_bbox": 0.12405, "loss_cls": 0.47391, "acc": 93.57812, "loss_bbox": 0.23042, "loss_mask": 0.74157, "loss": 1.78694, "time": 3.76162} +{"mode": "train", "epoch": 1, "iter": 400, "lr": 1e-05, "memory": 33832, "data_time": 0.01561, "loss_rpn_cls": 0.17097, "loss_rpn_bbox": 0.09996, "loss_cls": 0.40746, "acc": 93.8811, "loss_bbox": 0.22381, "loss_mask": 0.69232, "loss": 1.59452, "time": 3.80931} +{"mode": "train", "epoch": 1, "iter": 450, "lr": 1e-05, "memory": 33832, "data_time": 0.01321, "loss_rpn_cls": 0.16674, "loss_rpn_bbox": 0.09738, "loss_cls": 0.39862, "acc": 93.83228, "loss_bbox": 0.22281, "loss_mask": 0.67989, "loss": 1.56543, "time": 3.73559} +{"mode": "train", "epoch": 1, "iter": 500, "lr": 1e-05, "memory": 33832, "data_time": 0.01385, "loss_rpn_cls": 0.16317, "loss_rpn_bbox": 0.09855, "loss_cls": 0.42749, "acc": 93.39697, "loss_bbox": 0.23822, "loss_mask": 0.67174, "loss": 1.59917, "time": 3.67411} +{"mode": "train", "epoch": 1, "iter": 550, "lr": 1e-05, "memory": 33832, "data_time": 0.01446, "loss_rpn_cls": 0.15653, "loss_rpn_bbox": 0.09086, "loss_cls": 0.39484, "acc": 93.57349, "loss_bbox": 0.23347, "loss_mask": 0.65569, "loss": 1.53138, "time": 3.68981} +{"mode": "train", "epoch": 1, "iter": 600, "lr": 1e-05, "memory": 33832, "data_time": 0.01362, "loss_rpn_cls": 0.1422, "loss_rpn_bbox": 0.08712, "loss_cls": 0.40754, "acc": 93.1731, "loss_bbox": 0.25091, "loss_mask": 0.64692, "loss": 1.53468, "time": 3.74329} +{"mode": "train", "epoch": 1, "iter": 650, "lr": 1e-05, "memory": 33832, "data_time": 0.01268, "loss_rpn_cls": 0.13667, "loss_rpn_bbox": 0.08845, "loss_cls": 0.41153, "acc": 92.87427, "loss_bbox": 0.26037, "loss_mask": 0.63777, "loss": 1.53479, "time": 3.76944} +{"mode": "train", "epoch": 1, "iter": 700, "lr": 1e-05, "memory": 33832, "data_time": 0.01475, "loss_rpn_cls": 0.1392, "loss_rpn_bbox": 0.09277, "loss_cls": 0.40798, "acc": 92.86084, "loss_bbox": 0.25875, "loss_mask": 0.61983, "loss": 1.51853, "time": 3.73344} +{"mode": "train", "epoch": 1, "iter": 750, "lr": 1e-05, "memory": 33832, "data_time": 0.01553, "loss_rpn_cls": 0.13187, "loss_rpn_bbox": 0.08731, "loss_cls": 0.4193, "acc": 92.54492, "loss_bbox": 0.27276, "loss_mask": 0.62023, "loss": 1.53147, "time": 3.73059} +{"mode": "train", 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