From 66e9fcc1c15eb8d858bd9073873a2fd291bcdb54 Mon Sep 17 00:00:00 2001 From: Annbless Date: Tue, 19 Apr 2022 11:05:42 +0800 Subject: [PATCH] update weights and logs for ViT and ViTAE --- README.md | 5 +- logs/ViT-Base-GPU.log.json | 7352 +++++++++++++++++----------------- logs/ViTAE-Base-GPU.log.json | 7352 +++++++++++++++++----------------- logs/ViTAE-S-GPU.log.json | 3676 +++++++++++++++++ 4 files changed, 11031 insertions(+), 7354 deletions(-) create mode 100644 logs/ViTAE-S-GPU.log.json diff --git a/README.md b/README.md index 88e7270..2cac077 100644 --- a/README.md +++ b/README.md @@ -16,8 +16,9 @@ The models are trained on 4 A100 machines with 2 images per gpu, which makes a b | Model | Pretrain | Machine | FrameWork | Box mAP | Mask mAP | config | log | weight | | :----: | :----: | :----: | :----: | :----: | :----: | :----: | :----: | :----: | | ViT-Base | IN1K+MAE | TPU | Mask RCNN | 51.1 | 45.5 | [config](./configs/ViTDet/ViTDet-ViT-Base-100e.py) | [log](logs/ViT-Base-TPU.log.json) | [OneDrive](https://1drv.ms/u/s!AimBgYV7JjTlgQuegyG-Z3FH2LDP?e=9ij98g) | -| ViT-Base | IN1K+MAE | GPU | Mask RCNN | 50.9 | 45.2 | [config](./configs/ViTDet/ViTDet-ViT-Base-100e.py) | [log](logs/ViT-Base-GPU.log.json) | [OneDrive](https://1drv.ms/u/s!AimBgYV7JjTlgQyB0R1bn1h7HzSz?e=IczYEw) | -| ViTAE-Base | IN1K+MAE | GPU | Mask RCNN | 51.2 | 45.6 | [config](configs/ViTDet/ViTDet-ViTAE-Base-100e.py) | [log](logs/ViTAE-Base-GPU.log.json) | [OneDrive](https://1drv.ms/u/s!AimBgYV7JjTlgQ0mNFX8iGvMAGmI) | +| ViT-Base | IN1K+MAE | GPU | Mask RCNN | 51.1 | 45.4 | [config](./configs/ViTDet/ViTDet-ViT-Base-100e.py) | [log](logs/ViT-Base-GPU.log.json) | [OneDrive](https://1drv.ms/u/s!AimBgYV7JjTlgRA7Y9s2rA5NC4wn?e=QfpKJf) | +| ViTAE-Base | IN1K+MAE | GPU | Mask RCNN | 51.6 | 45.8 | [config](configs/ViTDet/ViTDet-ViTAE-Base-100e.py) | [log](logs/ViTAE-Base-GPU.log.json) | [OneDrive](https://1drv.ms/u/s!AimBgYV7JjTlgQ--Ez4mzEnO-G5Y?e=ACfLxC) | +| ViTAE-Small | IN1K+Sup | GPU | Mask RCNN | 45.6 | 40.1 | | [log](logs/ViTAE-S-GPU.log.json) | [weight](https://1drv.ms/u/s!AimBgYV7JjTlgQ7PorGY53K6gIGd?e=lw81U5) | ## Updates diff --git a/logs/ViT-Base-GPU.log.json b/logs/ViT-Base-GPU.log.json index 4b0a530..deec2aa 100644 --- a/logs/ViT-Base-GPU.log.json +++ b/logs/ViT-Base-GPU.log.json @@ -1,3676 +1,3676 @@ -{"env_info": "sys.platform: linux\nPython: 3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) [GCC 9.3.0]\nCUDA available: True\nGPU 0,1,2,3,4,5,6,7: A100-SXM4-40GB\nCUDA_HOME: /usr/local/cuda\nNVCC: Build cuda_11.3.r11.3/compiler.29920130_0\nGCC: gcc (Ubuntu 9.3.0-17ubuntu1~20.04) 9.3.0\nPyTorch: 1.9.0a0+c3d40fd\nPyTorch compiling details: PyTorch built with:\n - GCC 9.3\n - C++ Version: 201402\n - Intel(R) Math Kernel Library Version 2019.0.5 Product Build 20190808 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.1.2 (Git Hash N/A)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.3\n - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-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_86,code=compute_86\n - CuDNN 8.2.1\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.1, CXX_COMPILER=/usr/bin/c++, CXX_FLAGS= -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -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-variable -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=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, \n\nTorchVision: 0.10.0a0\nOpenCV: 4.5.5\nMMCV: 1.3.9\nMMCV Compiler: GCC 9.3\nMMCV CUDA Compiler: 11.3\nMMDetection: 2.18.0+3d84691", "config": "checkpoint_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)]\ndataset_type = 'CocoDataset'\ndata_root = '/coco/'\nimg_norm_cfg = dict(\n mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)\nimage_size = (1024, 1024)\nfile_client_args = dict(backend='disk')\ntrain_pipeline = [\n dict(type='LoadImageFromFile', file_client_args=dict(backend='disk')),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(\n type='Resize',\n img_scale=(1024, 1024),\n ratio_range=(0.1, 2.0),\n multiscale_mode='range',\n keep_ratio=True),\n dict(\n type='RandomCrop',\n crop_type='absolute_range',\n crop_size=(1024, 1024),\n recompute_bbox=True,\n allow_negative_crop=True),\n dict(type='FilterAnnotations', min_gt_bbox_wh=(0.01, 0.01)),\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=(1024, 1024)),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks'])\n]\ntest_pipeline = [\n dict(type='LoadImageFromFile', file_client_args=dict(backend='disk')),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1024, 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='Pad', size_divisor=1024),\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='RepeatDataset',\n times=4,\n dataset=dict(\n type='CocoDataset',\n ann_file='/coco/annotations/instances_train2017.json',\n img_prefix='/coco/train2017/',\n pipeline=[\n dict(\n type='LoadImageFromFile',\n file_client_args=dict(backend='disk')),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(\n type='Resize',\n img_scale=(1024, 1024),\n ratio_range=(0.1, 2.0),\n multiscale_mode='range',\n keep_ratio=True),\n dict(\n type='RandomCrop',\n crop_type='absolute_range',\n crop_size=(1024, 1024),\n recompute_bbox=True,\n allow_negative_crop=True),\n dict(type='FilterAnnotations', min_gt_bbox_wh=(0.01, 0.01)),\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=(1024, 1024)),\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='/coco/annotations/instances_val2017.json',\n img_prefix='/coco/val2017/',\n pipeline=[\n dict(\n type='LoadImageFromFile',\n file_client_args=dict(backend='disk')),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1024, 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='Pad', size_divisor=1024),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]),\n test=dict(\n type='CocoDataset',\n ann_file='/coco/annotations/instances_val2017.json',\n img_prefix='/coco/val2017/',\n pipeline=[\n dict(\n type='LoadImageFromFile',\n file_client_args=dict(backend='disk')),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1024, 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='Pad', size_divisor=1024),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]))\nevaluation = dict(interval=1, metric=['bbox', 'segm'])\noptimizer = dict(\n type='AdamW',\n lr=0.0001,\n betas=(0.9, 0.999),\n weight_decay=0.1,\n constructor='LayerDecayOptimizerConstructor',\n paramwise_cfg=dict(\n num_layers=12,\n layer_decay_rate=0.7,\n custom_keys=dict(\n bias=dict(decay_multi=0.0),\n pos_embed=dict(decay_mult=0.0),\n relative_position_bias_table=dict(decay_mult=0.0),\n norm=dict(decay_mult=0.0),\n rel_pos_h=dict(decay_mult=0.0),\n rel_pos_w=dict(decay_mult=0.0))))\noptimizer_config = dict(grad_clip=None)\nlr_config = dict(\n policy='step',\n warmup='linear',\n warmup_iters=250,\n warmup_ratio=0.067,\n step=[22, 24])\nrunner = dict(type='EpochBasedRunner', max_epochs=25)\nnorm_cfg = dict(type='LN', requires_grad=True)\nhead_norm_cfg = dict(type='LN', requires_grad=True)\npretrained = None\nmodel = dict(\n type='MaskRCNN',\n pretrained=\n '/datasets/users/xuyufei1/code/MAE-root/MAE-root/output/pretrain_base_patch16_224_Epoch1600/checkpoint-1599.pth',\n backbone=dict(\n type='ViTv3',\n img_size=1024,\n embed_dim=768,\n depth=12,\n num_heads=12,\n mlp_ratio=4,\n qkv_bias=True,\n qk_scale=None,\n drop_rate=0.0,\n attn_drop_rate=0.0,\n drop_path_rate=0.1,\n use_abs_pos_emb=True),\n neck=dict(\n type='FPN',\n in_channels=[768, 768, 768, 768],\n out_channels=256,\n norm_cfg=dict(type='LN', requires_grad=True),\n use_residual=False,\n num_outs=5),\n rpn_head=dict(\n type='RPNHead',\n num_convs=2,\n norm_cfg=dict(type='LN', requires_grad=True),\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='Shared4Conv1FCBBoxHead',\n conv_out_channels=256,\n norm_cfg=dict(type='LN', requires_grad=True),\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 norm_cfg=dict(type='LN', requires_grad=True),\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)))\nwork_dir = 'work_dirs/deformable_detr_vitv3_bz64_ld07_1024_v3_interval3_All_NoResidual_PyTorch'\ngpu_ids = range(0, 32)\n", "seed": null, "exp_name": "mask_rcnn_vitv3-p4-w14-all_rpn-2conv_lsj_100e_coco_1024_All_noresidual.py"} -{"mode": "train", "epoch": 1, "iter": 50, "lr": 0.0, "memory": 34220, "data_time": 0.79062, "loss_rpn_cls": 0.55583, "loss_rpn_bbox": 0.09062, "loss_cls": 1.13008, "acc": 89.4139, "loss_bbox": 0.08621, "loss_mask": 0.72663, "loss": 2.58936, "time": 1.62296} -{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.0, "memory": 34300, "data_time": 0.04404, "loss_rpn_cls": 0.41672, "loss_rpn_bbox": 0.0827, "loss_cls": 0.38602, "acc": 94.70934, "loss_bbox": 0.18012, "loss_mask": 0.67294, "loss": 1.7385, "time": 0.714} -{"mode": "train", "epoch": 1, "iter": 150, "lr": 0.0, "memory": 34434, "data_time": 0.04318, "loss_rpn_cls": 0.35093, "loss_rpn_bbox": 0.08081, "loss_cls": 0.40126, "acc": 94.08151, "loss_bbox": 0.20674, "loss_mask": 0.64028, "loss": 1.68001, "time": 0.70707} -{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.0, "memory": 34434, "data_time": 0.0362, "loss_rpn_cls": 0.28822, "loss_rpn_bbox": 0.07579, "loss_cls": 0.42632, "acc": 93.45063, "loss_bbox": 0.23381, "loss_mask": 0.5988, "loss": 1.62293, "time": 0.71096} -{"mode": "train", "epoch": 1, "iter": 250, "lr": 0.0, "memory": 34472, "data_time": 0.03668, "loss_rpn_cls": 0.23391, "loss_rpn_bbox": 0.07751, "loss_cls": 0.4527, "acc": 92.58826, "loss_bbox": 0.27212, "loss_mask": 0.54737, "loss": 1.58361, "time": 0.70955} -{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.0, "memory": 34504, "data_time": 0.03266, "loss_rpn_cls": 0.16961, "loss_rpn_bbox": 0.06968, "loss_cls": 0.46242, "acc": 91.95528, "loss_bbox": 0.29288, "loss_mask": 0.5095, "loss": 1.50409, "time": 0.71049} -{"mode": "train", "epoch": 1, "iter": 350, "lr": 0.0, "memory": 34536, "data_time": 0.03885, "loss_rpn_cls": 0.13995, "loss_rpn_bbox": 0.06862, "loss_cls": 0.47507, "acc": 91.00249, "loss_bbox": 0.31971, "loss_mask": 0.48654, "loss": 1.48989, "time": 0.71446} -{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.0, "memory": 34537, "data_time": 0.04647, "loss_rpn_cls": 0.12165, "loss_rpn_bbox": 0.06893, "loss_cls": 0.45185, "acc": 90.89771, "loss_bbox": 0.32022, "loss_mask": 0.46107, "loss": 1.42372, "time": 0.7131} -{"mode": "train", "epoch": 1, "iter": 450, "lr": 0.0, "memory": 34551, "data_time": 0.03799, "loss_rpn_cls": 0.10412, "loss_rpn_bbox": 0.06396, "loss_cls": 0.43329, "acc": 90.72064, "loss_bbox": 0.3256, "loss_mask": 0.44191, "loss": 1.36888, "time": 0.71373} -{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.0, "memory": 34551, "data_time": 0.04248, "loss_rpn_cls": 0.0968, "loss_rpn_bbox": 0.06509, "loss_cls": 0.42531, "acc": 90.50995, "loss_bbox": 0.32895, "loss_mask": 0.42633, "loss": 1.34249, "time": 0.71691} -{"mode": "train", "epoch": 1, "iter": 550, "lr": 0.0, "memory": 34551, "data_time": 0.0381, "loss_rpn_cls": 0.08668, "loss_rpn_bbox": 0.06004, "loss_cls": 0.41109, "acc": 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"loss_bbox": 0.16394, "loss_mask": 0.20166, "loss": 0.53003, "time": 0.73025} -{"mode": "train", "epoch": 25, "iter": 6750, "lr": 0.0, "memory": 34551, "data_time": 0.03681, "loss_rpn_cls": 0.0108, "loss_rpn_bbox": 0.02619, "loss_cls": 0.12387, "acc": 95.40082, "loss_bbox": 0.15938, "loss_mask": 0.1978, "loss": 0.51802, "time": 0.71979} -{"mode": "train", "epoch": 25, "iter": 6800, "lr": 0.0, "memory": 34551, "data_time": 0.04338, "loss_rpn_cls": 0.01139, "loss_rpn_bbox": 0.02681, "loss_cls": 0.12592, "acc": 95.31934, "loss_bbox": 0.16054, "loss_mask": 0.20048, "loss": 0.52514, "time": 0.7264} -{"mode": "train", "epoch": 25, "iter": 6850, "lr": 0.0, "memory": 34551, "data_time": 0.0482, "loss_rpn_cls": 0.0108, "loss_rpn_bbox": 0.02694, "loss_cls": 0.12887, "acc": 95.18671, "loss_bbox": 0.16337, "loss_mask": 0.20038, "loss": 0.53036, "time": 0.72357} -{"mode": "train", "epoch": 25, "iter": 6900, "lr": 0.0, "memory": 34551, "data_time": 0.04169, "loss_rpn_cls": 0.01089, "loss_rpn_bbox": 0.02735, "loss_cls": 0.12813, "acc": 95.211, "loss_bbox": 0.16606, "loss_mask": 0.20226, "loss": 0.53469, "time": 0.72793} -{"mode": "train", "epoch": 25, "iter": 6950, "lr": 0.0, "memory": 34551, "data_time": 0.04074, "loss_rpn_cls": 0.01149, "loss_rpn_bbox": 0.02673, "loss_cls": 0.12812, "acc": 95.21393, "loss_bbox": 0.16415, "loss_mask": 0.20238, "loss": 0.53287, "time": 0.72058} -{"mode": "train", "epoch": 25, "iter": 7000, "lr": 0.0, "memory": 34551, "data_time": 0.04073, "loss_rpn_cls": 0.01156, "loss_rpn_bbox": 0.02717, "loss_cls": 0.12809, "acc": 95.24878, "loss_bbox": 0.16393, "loss_mask": 0.20104, "loss": 0.5318, "time": 0.71952} -{"mode": "train", "epoch": 25, "iter": 7050, "lr": 0.0, "memory": 34551, "data_time": 0.04026, "loss_rpn_cls": 0.01132, "loss_rpn_bbox": 0.02689, "loss_cls": 0.12805, "acc": 95.25659, "loss_bbox": 0.16296, "loss_mask": 0.20215, "loss": 0.53138, "time": 0.71984} -{"mode": "train", "epoch": 25, "iter": 7100, "lr": 0.0, "memory": 34551, "data_time": 0.03979, "loss_rpn_cls": 0.01153, "loss_rpn_bbox": 0.02712, "loss_cls": 0.12817, "acc": 95.20251, "loss_bbox": 0.16486, "loss_mask": 0.20186, "loss": 0.53354, "time": 0.72202} -{"mode": "train", "epoch": 25, "iter": 7150, "lr": 0.0, "memory": 34551, "data_time": 0.03784, "loss_rpn_cls": 0.01128, "loss_rpn_bbox": 0.02705, "loss_cls": 0.12621, "acc": 95.29071, "loss_bbox": 0.16149, "loss_mask": 0.2012, "loss": 0.52723, "time": 0.72756} -{"mode": "train", "epoch": 25, "iter": 7200, "lr": 0.0, "memory": 34551, "data_time": 0.04009, "loss_rpn_cls": 0.01111, "loss_rpn_bbox": 0.02639, "loss_cls": 0.12617, "acc": 95.28259, "loss_bbox": 0.16155, "loss_mask": 0.20083, "loss": 0.52605, "time": 0.72278} -{"mode": "train", "epoch": 25, "iter": 7250, "lr": 0.0, "memory": 34551, "data_time": 0.0432, "loss_rpn_cls": 0.01123, "loss_rpn_bbox": 0.02774, "loss_cls": 0.12856, "acc": 95.16046, "loss_bbox": 0.16671, "loss_mask": 0.20174, "loss": 0.53598, "time": 0.72328} -{"mode": "train", "epoch": 25, "iter": 7300, "lr": 0.0, "memory": 34551, "data_time": 0.04213, "loss_rpn_cls": 0.01149, "loss_rpn_bbox": 0.02663, "loss_cls": 0.1267, "acc": 95.33331, "loss_bbox": 0.16048, "loss_mask": 0.19646, "loss": 0.52176, "time": 0.71832} -{"mode": "val", "epoch": 25, "iter": 157, "lr": 0.0, "bbox_mAP": 0.509, "bbox_mAP_50": 0.716, "bbox_mAP_75": 0.555, "bbox_mAP_s": 0.35, "bbox_mAP_m": 0.547, "bbox_mAP_l": 0.658, "bbox_mAP_copypaste": "0.509 0.716 0.555 0.350 0.547 0.658", "segm_mAP": 0.452, "segm_mAP_50": 0.688, "segm_mAP_75": 0.491, "segm_mAP_s": 0.268, "segm_mAP_m": 0.485, "segm_mAP_l": 0.639, "segm_mAP_copypaste": "0.452 0.688 0.491 0.268 0.485 0.639"} +{"env_info": "sys.platform: linux\nPython: 3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) [GCC 9.3.0]\nCUDA available: True\nGPU 0,1,2,3,4,5,6,7: A100-SXM4-40GB\nCUDA_HOME: /usr/local/cuda\nNVCC: Build cuda_11.3.r11.3/compiler.29920130_0\nGCC: gcc (Ubuntu 9.3.0-17ubuntu1~20.04) 9.3.0\nPyTorch: 1.9.0a0+c3d40fd\nPyTorch compiling details: PyTorch built with:\n - GCC 9.3\n - C++ Version: 201402\n - Intel(R) Math Kernel Library Version 2019.0.5 Product Build 20190808 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.1.2 (Git Hash N/A)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.3\n - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-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_86,code=compute_86\n - CuDNN 8.2.1\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.1, CXX_COMPILER=/usr/bin/c++, CXX_FLAGS= -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -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-variable -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=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, \n\nTorchVision: 0.10.0a0\nOpenCV: 4.5.5\nMMCV: 1.3.9\nMMCV Compiler: GCC 9.3\nMMCV CUDA Compiler: 11.3\nMMDetection: 2.18.0+84e9553", "config": "checkpoint_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)]\ndataset_type = 'CocoDataset'\ndata_root = '/coco/'\nimg_norm_cfg = dict(\n mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)\nimage_size = (1024, 1024)\nfile_client_args = dict(backend='disk')\ntrain_pipeline = [\n dict(type='LoadImageFromFile', file_client_args=dict(backend='disk')),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(\n type='Resize',\n img_scale=(1024, 1024),\n ratio_range=(0.1, 2.0),\n multiscale_mode='range',\n keep_ratio=True),\n dict(\n type='RandomCrop',\n crop_type='absolute_range',\n crop_size=(1024, 1024),\n recompute_bbox=True,\n allow_negative_crop=True),\n dict(type='FilterAnnotations', min_gt_bbox_wh=(0.01, 0.01)),\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=(1024, 1024)),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks'])\n]\ntest_pipeline = [\n dict(type='LoadImageFromFile', file_client_args=dict(backend='disk')),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1024, 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='Pad', size_divisor=1024),\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='RepeatDataset',\n times=4,\n dataset=dict(\n type='CocoDataset',\n ann_file='/coco/annotations/instances_train2017.json',\n img_prefix='/coco/train2017/',\n pipeline=[\n dict(\n type='LoadImageFromFile',\n file_client_args=dict(backend='disk')),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(\n type='Resize',\n img_scale=(1024, 1024),\n ratio_range=(0.1, 2.0),\n multiscale_mode='range',\n keep_ratio=True),\n dict(\n type='RandomCrop',\n crop_type='absolute_range',\n crop_size=(1024, 1024),\n recompute_bbox=True,\n allow_negative_crop=True),\n dict(type='FilterAnnotations', min_gt_bbox_wh=(0.01, 0.01)),\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=(1024, 1024)),\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='/coco/annotations/instances_val2017.json',\n img_prefix='/coco/val2017/',\n pipeline=[\n dict(\n type='LoadImageFromFile',\n file_client_args=dict(backend='disk')),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1024, 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='Pad', size_divisor=1024),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]),\n test=dict(\n type='CocoDataset',\n ann_file='/coco/annotations/instances_val2017.json',\n img_prefix='/coco/val2017/',\n pipeline=[\n dict(\n type='LoadImageFromFile',\n file_client_args=dict(backend='disk')),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1024, 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='Pad', size_divisor=1024),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]))\nevaluation = dict(interval=1, metric=['bbox', 'segm'])\noptimizer = dict(\n type='AdamW',\n lr=0.0001,\n betas=(0.9, 0.999),\n weight_decay=0.1,\n constructor='LayerDecayOptimizerConstructor',\n paramwise_cfg=dict(\n num_layers=12,\n layer_decay_rate=0.7,\n custom_keys=dict(\n bias=dict(decay_multi=0.0),\n pos_embed=dict(decay_mult=0.0),\n relative_position_bias_table=dict(decay_mult=0.0),\n norm=dict(decay_mult=0.0),\n rel_pos_h=dict(decay_mult=0.0),\n rel_pos_w=dict(decay_mult=0.0))))\noptimizer_config = dict(grad_clip=None)\nlr_config = dict(\n policy='step',\n warmup='linear',\n warmup_iters=250,\n warmup_ratio=0.067,\n step=[22, 24])\nrunner = dict(type='EpochBasedRunner', max_epochs=25)\nnorm_cfg = dict(type='LN', requires_grad=True)\nhead_norm_cfg = dict(type='LN', requires_grad=True)\npretrained = None\nmodel = dict(\n type='MaskRCNN',\n pretrained=\n '/datasets/users/xuyufei1/code/MAE-root/MAE-root/output/pretrain_base_patch16_224_Epoch1600/checkpoint-1599.pth',\n backbone=dict(\n type='ViTv3',\n img_size=1024,\n embed_dim=768,\n depth=12,\n num_heads=12,\n mlp_ratio=4,\n qkv_bias=True,\n qk_scale=None,\n drop_rate=0.0,\n attn_drop_rate=0.0,\n drop_path_rate=0.1,\n use_abs_pos_emb=True),\n neck=dict(\n type='FPN',\n in_channels=[768, 768, 768, 768],\n out_channels=256,\n norm_cfg=dict(type='LN', requires_grad=True),\n use_residual=False,\n num_outs=5),\n rpn_head=dict(\n type='RPNHead',\n num_convs=2,\n norm_cfg=dict(type='LN', requires_grad=True),\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='Shared4Conv1FCBBoxHead',\n conv_out_channels=256,\n norm_cfg=dict(type='LN', requires_grad=True),\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 norm_cfg=dict(type='LN', requires_grad=True),\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)))\nwork_dir = 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"loss_mask": 0.20089, "loss": 0.53031, "time": 0.72273} +{"mode": "train", "epoch": 25, "iter": 6150, "lr": 0.0, "memory": 34551, "data_time": 0.03975, "loss_rpn_cls": 0.01085, "loss_rpn_bbox": 0.02599, "loss_cls": 0.12532, "acc": 95.3576, "loss_bbox": 0.1588, "loss_mask": 0.20257, "loss": 0.52353, "time": 0.71933} +{"mode": "train", "epoch": 25, "iter": 6200, "lr": 0.0, "memory": 34551, "data_time": 0.04221, "loss_rpn_cls": 0.0118, "loss_rpn_bbox": 0.02714, "loss_cls": 0.12855, "acc": 95.20593, "loss_bbox": 0.16333, "loss_mask": 0.20314, "loss": 0.53397, "time": 0.72754} +{"mode": "train", "epoch": 25, "iter": 6250, "lr": 0.0, "memory": 34551, "data_time": 0.04329, "loss_rpn_cls": 0.01149, "loss_rpn_bbox": 0.02674, "loss_cls": 0.12971, "acc": 95.2052, "loss_bbox": 0.16219, "loss_mask": 0.20036, "loss": 0.53049, "time": 0.72045} +{"mode": "train", "epoch": 25, "iter": 6300, "lr": 0.0, "memory": 34551, "data_time": 0.04493, "loss_rpn_cls": 0.01125, "loss_rpn_bbox": 0.02746, "loss_cls": 0.13168, "acc": 95.08594, "loss_bbox": 0.1651, "loss_mask": 0.20287, "loss": 0.53837, "time": 0.72319} +{"mode": "train", "epoch": 25, "iter": 6350, "lr": 0.0, "memory": 34551, "data_time": 0.04276, "loss_rpn_cls": 0.01151, "loss_rpn_bbox": 0.02782, "loss_cls": 0.12948, "acc": 95.22552, "loss_bbox": 0.16386, "loss_mask": 0.20197, "loss": 0.53464, "time": 0.7181} +{"mode": "train", "epoch": 25, "iter": 6400, "lr": 0.0, "memory": 34551, "data_time": 0.0389, "loss_rpn_cls": 0.01081, "loss_rpn_bbox": 0.02651, "loss_cls": 0.12754, "acc": 95.27521, "loss_bbox": 0.16319, "loss_mask": 0.20091, "loss": 0.52896, "time": 0.7173} +{"mode": "train", "epoch": 25, "iter": 6450, "lr": 0.0, "memory": 34551, "data_time": 0.04173, "loss_rpn_cls": 0.01146, "loss_rpn_bbox": 0.02676, "loss_cls": 0.12725, "acc": 95.26105, "loss_bbox": 0.16368, "loss_mask": 0.20326, "loss": 0.53242, "time": 0.71729} +{"mode": "train", "epoch": 25, "iter": 6500, "lr": 0.0, "memory": 34551, "data_time": 0.04276, "loss_rpn_cls": 0.01134, "loss_rpn_bbox": 0.02817, "loss_cls": 0.1295, "acc": 95.17358, "loss_bbox": 0.1677, "loss_mask": 0.20446, "loss": 0.54117, "time": 0.72566} +{"mode": "train", "epoch": 25, "iter": 6550, "lr": 0.0, "memory": 34551, "data_time": 0.04078, "loss_rpn_cls": 0.01063, "loss_rpn_bbox": 0.02635, "loss_cls": 0.12687, "acc": 95.27759, "loss_bbox": 0.16288, "loss_mask": 0.20099, "loss": 0.52773, "time": 0.71841} +{"mode": "train", "epoch": 25, "iter": 6600, "lr": 0.0, "memory": 34551, "data_time": 0.0383, "loss_rpn_cls": 0.011, "loss_rpn_bbox": 0.02665, "loss_cls": 0.12872, "acc": 95.21344, "loss_bbox": 0.16548, "loss_mask": 0.20501, "loss": 0.53686, "time": 0.72032} +{"mode": "train", "epoch": 25, "iter": 6650, "lr": 0.0, "memory": 34551, "data_time": 0.04212, "loss_rpn_cls": 0.01224, "loss_rpn_bbox": 0.02839, "loss_cls": 0.12956, "acc": 95.13464, "loss_bbox": 0.16818, "loss_mask": 0.20312, "loss": 0.54147, "time": 0.72697} +{"mode": "train", "epoch": 25, "iter": 6700, "lr": 0.0, "memory": 34551, "data_time": 0.04319, "loss_rpn_cls": 0.01097, "loss_rpn_bbox": 0.02713, "loss_cls": 0.12698, "acc": 95.26508, "loss_bbox": 0.16448, "loss_mask": 0.20026, "loss": 0.52983, "time": 0.71922} +{"mode": "train", "epoch": 25, "iter": 6750, "lr": 0.0, "memory": 34551, "data_time": 0.03731, "loss_rpn_cls": 0.01096, "loss_rpn_bbox": 0.02567, "loss_cls": 0.12531, "acc": 95.31067, "loss_bbox": 0.1598, "loss_mask": 0.19833, "loss": 0.52007, "time": 0.72066} +{"mode": "train", "epoch": 25, "iter": 6800, "lr": 0.0, "memory": 34551, "data_time": 0.04106, "loss_rpn_cls": 0.01129, "loss_rpn_bbox": 0.02762, "loss_cls": 0.12727, "acc": 95.23792, "loss_bbox": 0.16378, "loss_mask": 0.20127, "loss": 0.53123, "time": 0.71891} +{"mode": "train", "epoch": 25, "iter": 6850, "lr": 0.0, "memory": 34551, "data_time": 0.04825, "loss_rpn_cls": 0.01084, "loss_rpn_bbox": 0.02785, "loss_cls": 0.1281, "acc": 95.17462, "loss_bbox": 0.16505, "loss_mask": 0.2019, "loss": 0.53373, "time": 0.72261} +{"mode": "train", "epoch": 25, "iter": 6900, "lr": 0.0, "memory": 34551, "data_time": 0.04004, "loss_rpn_cls": 0.01125, "loss_rpn_bbox": 0.0264, "loss_cls": 0.12739, "acc": 95.24481, "loss_bbox": 0.16302, "loss_mask": 0.20182, "loss": 0.52988, "time": 0.71625} +{"mode": "train", "epoch": 25, "iter": 6950, "lr": 0.0, "memory": 34551, "data_time": 0.03865, "loss_rpn_cls": 0.01123, "loss_rpn_bbox": 0.02674, "loss_cls": 0.12827, "acc": 95.22009, "loss_bbox": 0.16521, "loss_mask": 0.20139, "loss": 0.53284, "time": 0.72184} +{"mode": "train", "epoch": 25, "iter": 7000, "lr": 0.0, "memory": 34551, "data_time": 0.04145, "loss_rpn_cls": 0.01139, "loss_rpn_bbox": 0.02716, "loss_cls": 0.12722, "acc": 95.23102, "loss_bbox": 0.16304, "loss_mask": 0.2017, "loss": 0.53051, "time": 0.721} +{"mode": "train", "epoch": 25, "iter": 7050, "lr": 0.0, "memory": 34551, "data_time": 0.04293, "loss_rpn_cls": 0.01091, "loss_rpn_bbox": 0.02701, "loss_cls": 0.12761, "acc": 95.25958, "loss_bbox": 0.16107, "loss_mask": 0.20251, "loss": 0.52911, "time": 0.72132} +{"mode": "train", "epoch": 25, "iter": 7100, "lr": 0.0, "memory": 34551, "data_time": 0.03806, "loss_rpn_cls": 0.0115, "loss_rpn_bbox": 0.02669, "loss_cls": 0.12613, "acc": 95.3045, "loss_bbox": 0.1597, "loss_mask": 0.19971, "loss": 0.52372, "time": 0.71924} +{"mode": "train", "epoch": 25, "iter": 7150, "lr": 0.0, "memory": 34551, "data_time": 0.0377, "loss_rpn_cls": 0.01075, "loss_rpn_bbox": 0.02734, "loss_cls": 0.12815, "acc": 95.19342, "loss_bbox": 0.16282, "loss_mask": 0.20128, "loss": 0.53032, "time": 0.72435} +{"mode": "train", "epoch": 25, "iter": 7200, "lr": 0.0, "memory": 34551, "data_time": 0.03979, "loss_rpn_cls": 0.01141, "loss_rpn_bbox": 0.02616, "loss_cls": 0.12441, "acc": 95.33337, "loss_bbox": 0.16027, "loss_mask": 0.20055, "loss": 0.52281, "time": 0.71681} +{"mode": "train", "epoch": 25, "iter": 7250, "lr": 0.0, "memory": 34551, "data_time": 0.04186, "loss_rpn_cls": 0.0111, "loss_rpn_bbox": 0.0272, "loss_cls": 0.12934, "acc": 95.16461, "loss_bbox": 0.1655, "loss_mask": 0.20222, "loss": 0.53537, "time": 0.71671} +{"mode": "train", "epoch": 25, "iter": 7300, "lr": 0.0, "memory": 34551, "data_time": 0.0418, "loss_rpn_cls": 0.01143, "loss_rpn_bbox": 0.02631, "loss_cls": 0.12402, "acc": 95.41144, "loss_bbox": 0.15729, "loss_mask": 0.19604, "loss": 0.5151, "time": 0.72318} +{"mode": "val", "epoch": 25, "iter": 157, "lr": 0.0, "bbox_mAP": 0.511, "bbox_mAP_50": 0.719, "bbox_mAP_75": 0.563, "bbox_mAP_s": 0.348, "bbox_mAP_m": 0.551, "bbox_mAP_l": 0.659, "bbox_mAP_copypaste": "0.511 0.719 0.563 0.348 0.551 0.659", "segm_mAP": 0.454, "segm_mAP_50": 0.693, "segm_mAP_75": 0.495, "segm_mAP_s": 0.268, "segm_mAP_m": 0.487, "segm_mAP_l": 0.632, "segm_mAP_copypaste": "0.454 0.693 0.495 0.268 0.487 0.632"} diff --git a/logs/ViTAE-Base-GPU.log.json b/logs/ViTAE-Base-GPU.log.json index b9cd8bb..c96b968 100644 --- a/logs/ViTAE-Base-GPU.log.json +++ b/logs/ViTAE-Base-GPU.log.json @@ -1,3676 +1,3676 @@ -{"env_info": "sys.platform: linux\nPython: 3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) [GCC 9.3.0]\nCUDA available: True\nGPU 0,1,2,3,4,5,6,7: A100-SXM4-40GB\nCUDA_HOME: /usr/local/cuda\nNVCC: Build cuda_11.3.r11.3/compiler.29920130_0\nGCC: gcc (Ubuntu 9.3.0-17ubuntu1~20.04) 9.3.0\nPyTorch: 1.9.0a0+c3d40fd\nPyTorch compiling details: PyTorch built with:\n - GCC 9.3\n - C++ Version: 201402\n - Intel(R) Math Kernel Library Version 2019.0.5 Product Build 20190808 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.1.2 (Git Hash N/A)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.3\n - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-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_86,code=compute_86\n - CuDNN 8.2.1\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.1, CXX_COMPILER=/usr/bin/c++, CXX_FLAGS= -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -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-variable -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=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, \n\nTorchVision: 0.10.0a0\nOpenCV: 4.5.5\nMMCV: 1.3.9\nMMCV Compiler: GCC 9.3\nMMCV CUDA Compiler: 11.3\nMMDetection: 2.18.0+436ae77", "config": "checkpoint_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)]\ndataset_type = 'CocoDataset'\ndata_root = '/coco/'\nimg_norm_cfg = dict(\n mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)\nimage_size = (1024, 1024)\nfile_client_args = dict(backend='disk')\ntrain_pipeline = [\n dict(type='LoadImageFromFile', file_client_args=dict(backend='disk')),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(\n type='Resize',\n img_scale=(1024, 1024),\n ratio_range=(0.1, 2.0),\n multiscale_mode='range',\n keep_ratio=True),\n dict(\n type='RandomCrop',\n crop_type='absolute_range',\n crop_size=(1024, 1024),\n recompute_bbox=True,\n allow_negative_crop=True),\n dict(type='FilterAnnotations', min_gt_bbox_wh=(0.01, 0.01)),\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=(1024, 1024)),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks'])\n]\ntest_pipeline = [\n dict(type='LoadImageFromFile', file_client_args=dict(backend='disk')),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1024, 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='Pad', size_divisor=1024),\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='RepeatDataset',\n times=4,\n dataset=dict(\n type='CocoDataset',\n ann_file='/coco/annotations/instances_train2017.json',\n img_prefix='/coco/train2017/',\n pipeline=[\n dict(\n type='LoadImageFromFile',\n file_client_args=dict(backend='disk')),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(\n type='Resize',\n img_scale=(1024, 1024),\n ratio_range=(0.1, 2.0),\n multiscale_mode='range',\n keep_ratio=True),\n dict(\n type='RandomCrop',\n crop_type='absolute_range',\n crop_size=(1024, 1024),\n recompute_bbox=True,\n allow_negative_crop=True),\n dict(type='FilterAnnotations', min_gt_bbox_wh=(0.01, 0.01)),\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=(1024, 1024)),\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='/coco/annotations/instances_val2017.json',\n img_prefix='/coco/val2017/',\n pipeline=[\n dict(\n type='LoadImageFromFile',\n file_client_args=dict(backend='disk')),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1024, 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='Pad', size_divisor=1024),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]),\n test=dict(\n type='CocoDataset',\n ann_file='/coco/annotations/instances_val2017.json',\n img_prefix='/coco/val2017/',\n pipeline=[\n dict(\n type='LoadImageFromFile',\n file_client_args=dict(backend='disk')),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1024, 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='Pad', size_divisor=1024),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]))\nevaluation = dict(interval=1, metric=['bbox', 'segm'])\noptimizer = dict(\n type='AdamW',\n lr=0.0001,\n betas=(0.9, 0.999),\n weight_decay=0.1,\n constructor='LayerDecayOptimizerConstructor',\n paramwise_cfg=dict(\n num_layers=12,\n layer_decay_rate=0.7,\n custom_keys=dict(\n bias=dict(decay_multi=0.0),\n pos_embed=dict(decay_mult=0.0),\n relative_position_bias_table=dict(decay_mult=0.0),\n norm=dict(decay_mult=0.0),\n rel_pos_h=dict(decay_mult=0.0),\n rel_pos_w=dict(decay_mult=0.0))))\noptimizer_config = dict(grad_clip=None)\nlr_config = dict(\n policy='step',\n warmup='linear',\n warmup_iters=250,\n warmup_ratio=0.067,\n step=[22, 24])\nrunner = dict(type='EpochBasedRunner', max_epochs=25)\nnorm_cfg = dict(type='LN', requires_grad=True)\nhead_norm_cfg = dict(type='LN', requires_grad=True)\npretrained = None\nmodel = dict(\n type='MaskRCNN',\n pretrained='pretrained/mae_vitae_b.pth',\n backbone=dict(\n type='ViTAE_MAE',\n img_size=1024,\n embed_dim=768,\n depth=12,\n num_heads=12,\n mlp_ratio=4,\n qkv_bias=True,\n qk_scale=None,\n drop_rate=0.0,\n attn_drop_rate=0.0,\n drop_path_rate=0.1,\n use_abs_pos_emb=True,\n use_checkpoint=True),\n neck=dict(\n type='FPN',\n in_channels=[768, 768, 768, 768],\n out_channels=256,\n norm_cfg=dict(type='LN', requires_grad=True),\n use_residual=False,\n num_outs=5),\n rpn_head=dict(\n type='RPNHead',\n num_convs=2,\n norm_cfg=dict(type='LN', requires_grad=True),\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='Shared4Conv1FCBBoxHead',\n conv_out_channels=256,\n norm_cfg=dict(type='LN', requires_grad=True),\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 norm_cfg=dict(type='LN', requires_grad=True),\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)))\nwork_dir = 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0.04562, "loss_rpn_cls": 0.0113, "loss_rpn_bbox": 0.02759, "loss_cls": 0.12894, "acc": 95.20294, "loss_bbox": 0.16628, "loss_mask": 0.20578, "loss": 0.53989, "time": 0.92296} -{"mode": "train", "epoch": 25, "iter": 6550, "lr": 0.0, "memory": 19271, "data_time": 0.0442, "loss_rpn_cls": 0.01068, "loss_rpn_bbox": 0.02604, "loss_cls": 0.12737, "acc": 95.24115, "loss_bbox": 0.16473, "loss_mask": 0.2018, "loss": 0.53061, "time": 0.91941} -{"mode": "train", "epoch": 25, "iter": 6600, "lr": 0.0, "memory": 19271, "data_time": 0.04124, "loss_rpn_cls": 0.01103, "loss_rpn_bbox": 0.0265, "loss_cls": 0.12751, "acc": 95.23914, "loss_bbox": 0.16522, "loss_mask": 0.20329, "loss": 0.53355, "time": 0.91938} -{"mode": "train", "epoch": 25, "iter": 6650, "lr": 0.0, "memory": 19271, "data_time": 0.04559, "loss_rpn_cls": 0.01166, "loss_rpn_bbox": 0.02797, "loss_cls": 0.13211, "acc": 95.10394, "loss_bbox": 0.16782, "loss_mask": 0.20382, "loss": 0.54337, "time": 0.92504} -{"mode": "train", "epoch": 25, "iter": 6700, "lr": 0.0, "memory": 19271, "data_time": 0.04647, "loss_rpn_cls": 0.01102, "loss_rpn_bbox": 0.02687, "loss_cls": 0.1282, "acc": 95.28253, "loss_bbox": 0.16236, "loss_mask": 0.20095, "loss": 0.52939, "time": 0.91847} -{"mode": "train", "epoch": 25, "iter": 6750, "lr": 0.0, "memory": 19271, "data_time": 0.03955, "loss_rpn_cls": 0.01126, "loss_rpn_bbox": 0.02639, "loss_cls": 0.12309, "acc": 95.40955, "loss_bbox": 0.15941, "loss_mask": 0.19809, "loss": 0.51824, "time": 0.91209} -{"mode": "train", "epoch": 25, "iter": 6800, "lr": 0.0, "memory": 19271, "data_time": 0.04518, "loss_rpn_cls": 0.01134, "loss_rpn_bbox": 0.02756, "loss_cls": 0.12806, "acc": 95.22754, "loss_bbox": 0.16241, "loss_mask": 0.2026, "loss": 0.53196, "time": 0.9223} -{"mode": "train", "epoch": 25, "iter": 6850, "lr": 0.0, "memory": 19271, "data_time": 0.04856, "loss_rpn_cls": 0.01091, "loss_rpn_bbox": 0.02721, "loss_cls": 0.12691, "acc": 95.27539, "loss_bbox": 0.16168, "loss_mask": 0.20009, "loss": 0.5268, "time": 0.92293} -{"mode": "train", "epoch": 25, "iter": 6900, "lr": 0.0, "memory": 19271, "data_time": 0.04278, "loss_rpn_cls": 0.01035, "loss_rpn_bbox": 0.02727, "loss_cls": 0.12981, "acc": 95.19196, "loss_bbox": 0.16338, "loss_mask": 0.20222, "loss": 0.53304, "time": 0.91463} -{"mode": "train", "epoch": 25, "iter": 6950, "lr": 0.0, "memory": 19271, "data_time": 0.04153, "loss_rpn_cls": 0.01104, "loss_rpn_bbox": 0.0261, "loss_cls": 0.12834, "acc": 95.20459, "loss_bbox": 0.16383, "loss_mask": 0.2022, "loss": 0.53153, "time": 0.91471} -{"mode": "train", "epoch": 25, "iter": 7000, "lr": 0.0, "memory": 19271, "data_time": 0.04129, "loss_rpn_cls": 0.01107, "loss_rpn_bbox": 0.02669, "loss_cls": 0.12681, "acc": 95.29688, "loss_bbox": 0.16276, "loss_mask": 0.19944, "loss": 0.52676, "time": 0.91908} -{"mode": "train", "epoch": 25, "iter": 7050, "lr": 0.0, "memory": 19271, "data_time": 0.04398, "loss_rpn_cls": 0.01124, "loss_rpn_bbox": 0.02716, "loss_cls": 0.12805, "acc": 95.28064, "loss_bbox": 0.16202, "loss_mask": 0.20361, "loss": 0.53208, "time": 0.91689} -{"mode": "train", "epoch": 25, "iter": 7100, "lr": 0.0, "memory": 19271, "data_time": 0.03899, "loss_rpn_cls": 0.0117, "loss_rpn_bbox": 0.02657, "loss_cls": 0.1264, "acc": 95.28461, "loss_bbox": 0.16209, "loss_mask": 0.20116, "loss": 0.52792, "time": 0.91589} -{"mode": "train", "epoch": 25, "iter": 7150, "lr": 0.0, "memory": 19271, "data_time": 0.04141, "loss_rpn_cls": 0.01109, "loss_rpn_bbox": 0.0265, "loss_cls": 0.12599, "acc": 95.29248, "loss_bbox": 0.16338, "loss_mask": 0.20143, "loss": 0.52839, "time": 0.923} -{"mode": "train", "epoch": 25, "iter": 7200, "lr": 0.0, "memory": 19271, "data_time": 0.04005, "loss_rpn_cls": 0.01076, "loss_rpn_bbox": 0.02624, "loss_cls": 0.12432, "acc": 95.33905, "loss_bbox": 0.15965, "loss_mask": 0.20037, "loss": 0.52134, "time": 0.91544} -{"mode": "train", "epoch": 25, "iter": 7250, "lr": 0.0, "memory": 19271, "data_time": 0.0432, "loss_rpn_cls": 0.01145, "loss_rpn_bbox": 0.02742, "loss_cls": 0.13023, "acc": 95.16169, "loss_bbox": 0.16697, "loss_mask": 0.20384, "loss": 0.53991, "time": 0.91299} -{"mode": "train", "epoch": 25, "iter": 7300, "lr": 0.0, "memory": 19271, "data_time": 0.04226, "loss_rpn_cls": 0.01043, "loss_rpn_bbox": 0.02574, "loss_cls": 0.12394, "acc": 95.42731, "loss_bbox": 0.15669, "loss_mask": 0.19798, "loss": 0.51478, "time": 0.91472} -{"mode": "val", "epoch": 25, "iter": 157, "lr": 0.0, "bbox_mAP": 0.512, "bbox_mAP_50": 0.719, "bbox_mAP_75": 0.562, "bbox_mAP_s": 0.356, "bbox_mAP_m": 0.549, "bbox_mAP_l": 0.661, "bbox_mAP_copypaste": "0.512 0.719 0.562 0.356 0.549 0.661", "segm_mAP": 0.456, "segm_mAP_50": 0.692, "segm_mAP_75": 0.498, "segm_mAP_s": 0.274, "segm_mAP_m": 0.486, "segm_mAP_l": 0.636, "segm_mAP_copypaste": "0.456 0.692 0.498 0.274 0.486 0.636"} +{"mmdet_version": "2.18.03e3c616", "CLASSES": ["person", "bicycle", "car", "motorcycle", "airplane", "bus", "train", "truck", "boat", "traffic light", "fire hydrant", "stop sign", "parking meter", "bench", "bird", "cat", "dog", "horse", "sheep", "cow", "elephant", "bear", "zebra", "giraffe", "backpack", "umbrella", "handbag", "tie", "suitcase", "frisbee", "skis", "snowboard", "sports ball", "kite", "baseball bat", "baseball glove", "skateboard", "surfboard", "tennis racket", "bottle", "wine glass", "cup", "fork", "knife", "spoon", "bowl", "banana", "apple", "sandwich", "orange", "broccoli", "carrot", "hot dog", "pizza", "donut", "cake", "chair", "couch", "potted plant", "bed", "dining table", "toilet", "tv", "laptop", "mouse", "remote", "keyboard", "cell phone", "microwave", "oven", "toaster", "sink", "refrigerator", "book", "clock", "vase", "scissors", "teddy bear", "hair drier", "toothbrush"], "env_info": "sys.platform: linux\nPython: 3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) [GCC 9.3.0]\nCUDA available: True\nGPU 0,1,2,3,4,5,6,7: A100-SXM4-40GB\nCUDA_HOME: /usr/local/cuda\nNVCC: Build cuda_11.3.r11.3/compiler.29920130_0\nGCC: gcc (Ubuntu 9.3.0-17ubuntu1~20.04) 9.3.0\nPyTorch: 1.9.0a0+c3d40fd\nPyTorch compiling details: PyTorch built with:\n - GCC 9.3\n - C++ Version: 201402\n - Intel(R) Math Kernel Library Version 2019.0.5 Product Build 20190808 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.1.2 (Git Hash N/A)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.3\n - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-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_86,code=compute_86\n - CuDNN 8.2.1\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.1, CXX_COMPILER=/usr/bin/c++, CXX_FLAGS= -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -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-variable -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=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, \n\nTorchVision: 0.10.0a0\nOpenCV: 4.5.5\nMMCV: 1.3.9\nMMCV Compiler: GCC 9.3\nMMCV CUDA Compiler: 11.3\nMMDetection: 2.18.0+3e3c616", "config": "checkpoint_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)]\ndataset_type = 'CocoDataset'\ndata_root = '/coco/'\nimg_norm_cfg = dict(\n mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)\nimage_size = (1024, 1024)\nfile_client_args = dict(backend='disk')\ntrain_pipeline = [\n dict(type='LoadImageFromFile', file_client_args=dict(backend='disk')),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(\n type='Resize',\n img_scale=(1024, 1024),\n ratio_range=(0.1, 2.0),\n multiscale_mode='range',\n keep_ratio=True),\n dict(\n type='RandomCrop',\n crop_type='absolute_range',\n crop_size=(1024, 1024),\n recompute_bbox=True,\n allow_negative_crop=True),\n dict(type='FilterAnnotations', min_gt_bbox_wh=(0.01, 0.01)),\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=(1024, 1024)),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks'])\n]\ntest_pipeline = [\n dict(type='LoadImageFromFile', file_client_args=dict(backend='disk')),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1024, 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='Pad', size_divisor=1024),\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='RepeatDataset',\n times=4,\n dataset=dict(\n type='CocoDataset',\n ann_file='/coco/annotations/instances_train2017.json',\n img_prefix='/coco/train2017/',\n pipeline=[\n dict(\n type='LoadImageFromFile',\n file_client_args=dict(backend='disk')),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(\n type='Resize',\n img_scale=(1024, 1024),\n ratio_range=(0.1, 2.0),\n multiscale_mode='range',\n keep_ratio=True),\n dict(\n type='RandomCrop',\n crop_type='absolute_range',\n crop_size=(1024, 1024),\n recompute_bbox=True,\n allow_negative_crop=True),\n dict(type='FilterAnnotations', min_gt_bbox_wh=(0.01, 0.01)),\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=(1024, 1024)),\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='/coco/annotations/instances_val2017.json',\n img_prefix='/coco/val2017/',\n pipeline=[\n dict(\n type='LoadImageFromFile',\n file_client_args=dict(backend='disk')),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1024, 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='Pad', size_divisor=1024),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]),\n test=dict(\n type='CocoDataset',\n ann_file='/coco/annotations/instances_val2017.json',\n img_prefix='/coco/val2017/',\n pipeline=[\n dict(\n type='LoadImageFromFile',\n file_client_args=dict(backend='disk')),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1024, 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='Pad', size_divisor=1024),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]))\nevaluation = dict(interval=1, metric=['bbox', 'segm'])\noptimizer = dict(\n type='AdamW',\n lr=0.0001,\n betas=(0.9, 0.999),\n weight_decay=0.1,\n constructor='LayerDecayOptimizerConstructor',\n paramwise_cfg=dict(\n num_layers=12,\n layer_decay_rate=0.7,\n custom_keys=dict(\n bias=dict(decay_multi=0.0),\n pos_embed=dict(decay_mult=0.0),\n relative_position_bias_table=dict(decay_mult=0.0),\n norm=dict(decay_mult=0.0),\n rel_pos_h=dict(decay_mult=0.0),\n rel_pos_w=dict(decay_mult=0.0))))\noptimizer_config = dict(grad_clip=None)\nlr_config = dict(\n policy='step',\n warmup='linear',\n warmup_iters=250,\n warmup_ratio=0.067,\n step=[22, 24])\nrunner = dict(type='EpochBasedRunner', max_epochs=25)\nnorm_cfg = dict(type='LN', requires_grad=True)\nhead_norm_cfg = dict(type='LN', requires_grad=True)\npretrained = None\nmodel = dict(\n type='MaskRCNN',\n pretrained='pretrained/mae_vitae_b.pth',\n backbone=dict(\n type='ViTAE_MAE',\n img_size=1024,\n embed_dim=768,\n depth=12,\n num_heads=12,\n mlp_ratio=4,\n qkv_bias=True,\n qk_scale=None,\n drop_rate=0.0,\n attn_drop_rate=0.0,\n drop_path_rate=0.1,\n use_abs_pos_emb=True,\n use_checkpoint=True),\n neck=dict(\n type='FPN',\n in_channels=[768, 768, 768, 768],\n out_channels=256,\n norm_cfg=dict(type='LN', requires_grad=True),\n use_residual=False,\n num_outs=5),\n rpn_head=dict(\n type='RPNHead',\n num_convs=2,\n norm_cfg=dict(type='LN', requires_grad=True),\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='Shared4Conv1FCBBoxHead',\n conv_out_channels=256,\n norm_cfg=dict(type='LN', requires_grad=True),\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 norm_cfg=dict(type='LN', requires_grad=True),\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)))\nsyncBN = True\nwork_dir = 'work_dirs/deformable_detr_vitae_bz64_ld07_1024_v3_interval3_All_NoResidual_Sync'\ngpu_ids = range(0, 32)\n", "seed": null, "exp_name": "mask_rcnn_vitae-w14-all_rpn-2conv_lsj_100e_coco_1024_All_noresidual.py", "epoch": 3, "iter": 21990, "mmcv_version": "1.3.9", "time": "Sat Apr 16 22:07:40 2022", "hook_msgs": {"last_ckpt": "/datasets/users/xuyufei1/code/VSADetection/work_dirs/deformable_detr_vitae_bz64_ld07_1024_v3_interval3_All_NoResidual_Sync/epoch_2.pth"}} +{"mode": "train", "epoch": 1, "iter": 50, "lr": 0.0, "memory": 19273, "data_time": 0.75915, "loss_rpn_cls": 0.503, "loss_rpn_bbox": 0.08804, "loss_cls": 1.14669, "acc": 90.05684, "loss_bbox": 0.12092, "loss_mask": 0.7214, "loss": 2.58005, "time": 1.98896} +{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.0, "memory": 19273, "data_time": 0.04068, "loss_rpn_cls": 0.37441, "loss_rpn_bbox": 0.08187, "loss_cls": 0.35064, "acc": 95.21902, "loss_bbox": 0.15523, "loss_mask": 0.6749, "loss": 1.63706, "time": 0.99294} +{"mode": "train", "epoch": 1, "iter": 150, "lr": 0.0, "memory": 19273, "data_time": 0.04098, "loss_rpn_cls": 0.33743, "loss_rpn_bbox": 0.08094, "loss_cls": 0.35456, "acc": 94.98393, "loss_bbox": 0.16523, "loss_mask": 0.65721, "loss": 1.59537, "time": 0.96039} +{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.0, "memory": 19273, "data_time": 0.0352, "loss_rpn_cls": 0.29904, "loss_rpn_bbox": 0.07917, "loss_cls": 0.3958, "acc": 94.37013, "loss_bbox": 0.19332, "loss_mask": 0.63987, "loss": 1.6072, "time": 0.95314} +{"mode": "train", "epoch": 1, "iter": 250, "lr": 0.0, "memory": 19273, "data_time": 0.03581, "loss_rpn_cls": 0.25298, "loss_rpn_bbox": 0.07981, "loss_cls": 0.41508, "acc": 93.78327, "loss_bbox": 0.22047, "loss_mask": 0.60726, "loss": 1.57561, "time": 0.95008} +{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.0, "memory": 19273, "data_time": 0.03109, "loss_rpn_cls": 0.1914, "loss_rpn_bbox": 0.074, "loss_cls": 0.45136, "acc": 92.87408, "loss_bbox": 0.26014, "loss_mask": 0.56135, "loss": 1.53824, "time": 0.95538} +{"mode": "train", "epoch": 1, "iter": 350, "lr": 0.0, "memory": 19273, "data_time": 0.03676, "loss_rpn_cls": 0.14637, "loss_rpn_bbox": 0.07283, "loss_cls": 0.48104, "acc": 91.9766, "loss_bbox": 0.29187, "loss_mask": 0.52212, "loss": 1.51423, "time": 0.95365} +{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.0, "memory": 19273, "data_time": 0.04212, "loss_rpn_cls": 0.12115, "loss_rpn_bbox": 0.0684, "loss_cls": 0.4677, "acc": 91.52075, "loss_bbox": 0.30129, "loss_mask": 0.48908, "loss": 1.44762, "time": 0.95469} +{"mode": "train", "epoch": 1, "iter": 450, "lr": 0.0, "memory": 19273, "data_time": 0.03861, "loss_rpn_cls": 0.10137, "loss_rpn_bbox": 0.06521, "loss_cls": 0.4517, "acc": 91.20068, "loss_bbox": 0.31157, "loss_mask": 0.4645, "loss": 1.39435, "time": 0.9533} +{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.0, "memory": 19273, "data_time": 0.04108, "loss_rpn_cls": 0.09582, "loss_rpn_bbox": 0.06616, "loss_cls": 0.43808, "acc": 90.9906, "loss_bbox": 0.31289, "loss_mask": 0.45084, "loss": 1.36379, "time": 0.95372} +{"mode": "train", "epoch": 1, "iter": 550, "lr": 0.0, "memory": 19273, "data_time": 0.03689, "loss_rpn_cls": 0.0852, "loss_rpn_bbox": 0.06199, "loss_cls": 0.42238, "acc": 90.90283, "loss_bbox": 0.31525, "loss_mask": 0.43105, "loss": 1.31587, "time": 0.94923} +{"mode": "train", "epoch": 1, "iter": 600, "lr": 0.0, "memory": 19273, "data_time": 0.03518, "loss_rpn_cls": 0.07888, "loss_rpn_bbox": 0.06259, "loss_cls": 0.41944, "acc": 90.63348, "loss_bbox": 0.32024, "loss_mask": 0.42165, "loss": 1.30279, "time": 0.95776} +{"mode": "train", "epoch": 1, "iter": 650, "lr": 0.0, "memory": 19273, "data_time": 0.03845, "loss_rpn_cls": 0.07432, "loss_rpn_bbox": 0.06056, "loss_cls": 0.40156, "acc": 90.84882, "loss_bbox": 0.31009, "loss_mask": 0.40384, "loss": 1.25038, "time": 0.95545} +{"mode": "train", "epoch": 1, "iter": 700, "lr": 0.0, "memory": 19273, "data_time": 0.03857, "loss_rpn_cls": 0.07294, "loss_rpn_bbox": 0.0618, "loss_cls": 0.3928, "acc": 90.77582, "loss_bbox": 0.31192, "loss_mask": 0.39646, "loss": 1.23592, "time": 0.95718} +{"mode": "train", "epoch": 1, "iter": 750, "lr": 0.0, "memory": 19273, "data_time": 0.03625, "loss_rpn_cls": 0.06791, "loss_rpn_bbox": 0.05872, "loss_cls": 0.38791, "acc": 90.75592, "loss_bbox": 0.30876, "loss_mask": 0.38923, "loss": 1.21252, "time": 0.95475} +{"mode": "train", "epoch": 1, "iter": 800, "lr": 0.0, "memory": 19273, "data_time": 0.04307, "loss_rpn_cls": 0.06334, "loss_rpn_bbox": 0.05982, "loss_cls": 0.38362, "acc": 90.65405, "loss_bbox": 0.31465, "loss_mask": 0.38547, "loss": 1.20691, "time": 0.96184} +{"mode": "train", "epoch": 1, "iter": 850, "lr": 0.0, "memory": 19273, "data_time": 0.03367, "loss_rpn_cls": 0.0604, "loss_rpn_bbox": 0.05714, "loss_cls": 0.37338, "acc": 90.82208, "loss_bbox": 0.30502, "loss_mask": 0.37643, "loss": 1.17237, "time": 0.96148} +{"mode": "train", "epoch": 1, "iter": 900, "lr": 0.0, "memory": 19273, "data_time": 0.04006, "loss_rpn_cls": 0.05955, "loss_rpn_bbox": 0.05717, "loss_cls": 0.36945, "acc": 90.74554, "loss_bbox": 0.30472, "loss_mask": 0.37391, "loss": 1.1648, "time": 0.96145} +{"mode": "train", "epoch": 1, "iter": 950, "lr": 0.0, "memory": 19273, "data_time": 0.03633, "loss_rpn_cls": 0.05934, "loss_rpn_bbox": 0.05764, "loss_cls": 0.37104, "acc": 90.57068, "loss_bbox": 0.3082, "loss_mask": 0.36894, "loss": 1.16516, "time": 0.95873} +{"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.0, "memory": 19273, "data_time": 0.04006, "loss_rpn_cls": 0.05714, "loss_rpn_bbox": 0.05761, "loss_cls": 0.35848, "acc": 90.76904, "loss_bbox": 0.30264, "loss_mask": 0.36233, "loss": 1.13821, "time": 0.9619} +{"mode": "train", "epoch": 1, "iter": 1050, "lr": 0.0, "memory": 19273, "data_time": 0.04256, "loss_rpn_cls": 0.05451, "loss_rpn_bbox": 0.05559, "loss_cls": 0.35673, "acc": 90.74615, "loss_bbox": 0.30174, "loss_mask": 0.35413, "loss": 1.12271, "time": 0.96473} +{"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.0, "memory": 19273, "data_time": 0.03785, "loss_rpn_cls": 0.05421, "loss_rpn_bbox": 0.05683, "loss_cls": 0.35969, "acc": 90.59161, "loss_bbox": 0.30579, "loss_mask": 0.35381, "loss": 1.13033, "time": 0.96119} +{"mode": "train", "epoch": 1, "iter": 1150, "lr": 0.0, "memory": 19273, "data_time": 0.03995, "loss_rpn_cls": 0.05362, "loss_rpn_bbox": 0.05574, "loss_cls": 0.35248, "acc": 90.76758, "loss_bbox": 0.29912, "loss_mask": 0.35634, "loss": 1.11731, "time": 0.96638} +{"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.0, "memory": 19273, "data_time": 0.0408, "loss_rpn_cls": 0.05142, "loss_rpn_bbox": 0.05524, "loss_cls": 0.34182, "acc": 90.99469, "loss_bbox": 0.29224, "loss_mask": 0.3531, "loss": 1.09382, "time": 0.96472} +{"mode": "train", "epoch": 1, "iter": 1250, "lr": 0.0, "memory": 19273, "data_time": 0.04111, "loss_rpn_cls": 0.04986, "loss_rpn_bbox": 0.0544, "loss_cls": 0.33654, "acc": 91.0033, "loss_bbox": 0.29037, "loss_mask": 0.3468, "loss": 1.07795, "time": 0.95731} +{"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.0, "memory": 19273, "data_time": 0.03568, "loss_rpn_cls": 0.04986, "loss_rpn_bbox": 0.05579, "loss_cls": 0.33948, "acc": 90.93756, "loss_bbox": 0.29426, "loss_mask": 0.34758, "loss": 1.08696, "time": 0.96737} +{"mode": "train", "epoch": 1, "iter": 1350, "lr": 0.0, "memory": 19273, "data_time": 0.03548, "loss_rpn_cls": 0.04995, "loss_rpn_bbox": 0.05496, "loss_cls": 0.33311, "acc": 91.0993, "loss_bbox": 0.28681, "loss_mask": 0.34599, "loss": 1.07083, "time": 0.96359} +{"mode": "train", "epoch": 1, "iter": 1400, "lr": 0.0, "memory": 19273, "data_time": 0.04321, "loss_rpn_cls": 0.04634, "loss_rpn_bbox": 0.05324, "loss_cls": 0.33633, "acc": 90.9447, "loss_bbox": 0.29009, "loss_mask": 0.34601, "loss": 1.07201, "time": 0.95955} +{"mode": "train", "epoch": 1, "iter": 1450, "lr": 0.0, "memory": 19273, "data_time": 0.03836, "loss_rpn_cls": 0.04924, "loss_rpn_bbox": 0.05495, "loss_cls": 0.33519, "acc": 90.99011, "loss_bbox": 0.29075, 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0.637"} diff --git a/logs/ViTAE-S-GPU.log.json b/logs/ViTAE-S-GPU.log.json new file mode 100644 index 0000000..f6be648 --- /dev/null +++ b/logs/ViTAE-S-GPU.log.json @@ -0,0 +1,3676 @@ +{"env_info": "sys.platform: linux\nPython: 3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) [GCC 9.3.0]\nCUDA available: True\nGPU 0,1,2,3,4,5,6,7: A100-SXM4-40GB\nCUDA_HOME: /usr/local/cuda\nNVCC: Build cuda_11.3.r11.3/compiler.29920130_0\nGCC: gcc (Ubuntu 9.3.0-17ubuntu1~20.04) 9.3.0\nPyTorch: 1.9.0a0+c3d40fd\nPyTorch compiling details: PyTorch built with:\n - GCC 9.3\n - C++ Version: 201402\n - Intel(R) Math Kernel Library Version 2019.0.5 Product Build 20190808 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.1.2 (Git Hash N/A)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.3\n - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-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_86,code=compute_86\n - CuDNN 8.2.1\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.1, CXX_COMPILER=/usr/bin/c++, CXX_FLAGS= -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -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-variable -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=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, \n\nTorchVision: 0.10.0a0\nOpenCV: 4.5.5\nMMCV: 1.3.9\nMMCV Compiler: GCC 9.3\nMMCV CUDA Compiler: 11.3\nMMDetection: 2.18.0+45cf14d", "config": "checkpoint_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)]\ndataset_type = 'CocoDataset'\ndata_root = '/coco/'\nimg_norm_cfg = dict(\n mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)\nimage_size = (1024, 1024)\nfile_client_args = dict(backend='disk')\ntrain_pipeline = [\n dict(type='LoadImageFromFile', file_client_args=dict(backend='disk')),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(\n type='Resize',\n img_scale=(1024, 1024),\n ratio_range=(0.1, 2.0),\n multiscale_mode='range',\n keep_ratio=True),\n dict(\n type='RandomCrop',\n crop_type='absolute_range',\n crop_size=(1024, 1024),\n recompute_bbox=True,\n allow_negative_crop=True),\n dict(type='FilterAnnotations', min_gt_bbox_wh=(0.01, 0.01)),\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=(1024, 1024)),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks'])\n]\ntest_pipeline = [\n dict(type='LoadImageFromFile', file_client_args=dict(backend='disk')),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1024, 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='Pad', size_divisor=1024),\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='RepeatDataset',\n times=4,\n dataset=dict(\n type='CocoDataset',\n ann_file='/coco/annotations/instances_train2017.json',\n img_prefix='/coco/train2017/',\n pipeline=[\n dict(\n type='LoadImageFromFile',\n file_client_args=dict(backend='disk')),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(\n type='Resize',\n img_scale=(1024, 1024),\n ratio_range=(0.1, 2.0),\n multiscale_mode='range',\n keep_ratio=True),\n dict(\n type='RandomCrop',\n crop_type='absolute_range',\n crop_size=(1024, 1024),\n recompute_bbox=True,\n allow_negative_crop=True),\n dict(type='FilterAnnotations', min_gt_bbox_wh=(0.01, 0.01)),\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=(1024, 1024)),\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='/coco/annotations/instances_val2017.json',\n img_prefix='/coco/val2017/',\n pipeline=[\n dict(\n type='LoadImageFromFile',\n file_client_args=dict(backend='disk')),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1024, 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='Pad', size_divisor=1024),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]),\n test=dict(\n type='CocoDataset',\n ann_file='/coco/annotations/instances_val2017.json',\n img_prefix='/coco/val2017/',\n pipeline=[\n dict(\n type='LoadImageFromFile',\n file_client_args=dict(backend='disk')),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1024, 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='Pad', size_divisor=1024),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]))\nevaluation = dict(interval=1, metric=['bbox', 'segm'])\noptimizer = dict(\n type='AdamW',\n lr=0.0001,\n betas=(0.9, 0.999),\n weight_decay=0.1,\n constructor='LayerDecayOptimizerConstructor',\n paramwise_cfg=dict(\n num_layers=17,\n layer_decay_rate=0.7,\n layer_sep=[0, 1, 2],\n custom_keys=dict(\n bias=dict(decay_multi=0.0),\n pos_embed=dict(decay_mult=0.0),\n relative_position_bias_table=dict(decay_mult=0.0),\n norm=dict(decay_mult=0.0),\n rel_pos_h=dict(decay_mult=0.0),\n rel_pos_w=dict(decay_mult=0.0))))\noptimizer_config = dict(grad_clip=None)\nlr_config = dict(\n policy='step',\n warmup='linear',\n warmup_iters=250,\n warmup_ratio=0.067,\n step=[22, 24])\nrunner = dict(type='EpochBasedRunner', max_epochs=25)\nnorm_cfg = dict(type='LN', requires_grad=True)\nhead_norm_cfg = dict(type='LN', requires_grad=True)\npretrained = None\nmodel = dict(\n type='MaskRCNN',\n pretrained='pretrained/ViTAE-S.pth.tar',\n backbone=dict(\n type='ViTAE_VSA_ISO',\n RC_tokens_type=['performer', 'performer', 'performer_less'],\n NC_tokens_type=['transformer', 'transformer', 'transformer'],\n stages=3,\n embed_dims=[64, 64, 192],\n token_dims=[96, 192, 384],\n out_indices=(1, 2, 3),\n drop_rate=0.0,\n attn_drop_rate=0.0,\n drop_path_rate=0.1,\n window_size=(14, 14),\n use_checkpoint=False,\n load_ema=True,\n downsample_ratios=[4, 2, 2],\n NC_depth=[0, 0, 14],\n NC_heads=[1, 1, 6],\n RC_heads=[1, 1, 1],\n NC_group=[1, 1, 96],\n RC_group=[1, 1, 1],\n mlp_ratio=3.0),\n neck=dict(\n type='FPN',\n in_channels=[384, 384, 384, 384],\n out_channels=256,\n norm_cfg=dict(type='LN', requires_grad=True),\n use_residual=False,\n num_outs=5),\n rpn_head=dict(\n type='RPNHead',\n num_convs=2,\n norm_cfg=dict(type='LN', requires_grad=True),\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='Shared4Conv1FCBBoxHead',\n conv_out_channels=256,\n norm_cfg=dict(type='LN', requires_grad=True),\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 norm_cfg=dict(type='LN', requires_grad=True),\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)))\nSyncBN = True\nwork_dir = 'work_dirs/deformable_detr_vitae_S_bz64_ld07_1024_v3_interval3_All_NoResidual'\ngpu_ids = range(0, 32)\n", "seed": null, "exp_name": "mask_rcnn_vitae-S-w14-all_rpn-2conv_lsj_100e_coco_1024_All_noresidual.py"} +{"mode": "train", "epoch": 1, "iter": 50, "lr": 0.0, "memory": 23400, "data_time": 0.80931, "loss_rpn_cls": 0.55738, "loss_rpn_bbox": 0.08859, "loss_cls": 1.15356, "acc": 90.31267, "loss_bbox": 0.10488, "loss_mask": 0.72663, "loss": 2.63104, "time": 1.56532} +{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.0, "memory": 23433, "data_time": 0.04069, "loss_rpn_cls": 0.41036, "loss_rpn_bbox": 0.08214, "loss_cls": 0.37878, "acc": 94.83854, "loss_bbox": 0.17474, "loss_mask": 0.67091, "loss": 1.71693, "time": 0.64409} +{"mode": "train", "epoch": 1, "iter": 150, "lr": 0.0, "memory": 23571, "data_time": 0.04078, "loss_rpn_cls": 0.34119, "loss_rpn_bbox": 0.08212, "loss_cls": 0.40916, "acc": 93.87852, "loss_bbox": 0.21578, "loss_mask": 0.62956, "loss": 1.6778, "time": 0.63967} +{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.0, "memory": 23613, "data_time": 0.03525, "loss_rpn_cls": 0.28157, "loss_rpn_bbox": 0.07894, "loss_cls": 0.41004, "acc": 93.52496, "loss_bbox": 0.22978, "loss_mask": 0.59631, "loss": 1.59664, "time": 0.63865} +{"mode": "train", "epoch": 1, "iter": 250, "lr": 0.0, "memory": 23613, "data_time": 0.03376, "loss_rpn_cls": 0.2355, "loss_rpn_bbox": 0.0768, "loss_cls": 0.41045, "acc": 93.07906, "loss_bbox": 0.25233, "loss_mask": 0.56033, "loss": 1.5354, "time": 0.63088} +{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.0, "memory": 23613, "data_time": 0.03219, "loss_rpn_cls": 0.17885, "loss_rpn_bbox": 0.07309, "loss_cls": 0.4072, "acc": 92.68953, "loss_bbox": 0.26779, "loss_mask": 0.53387, "loss": 1.46079, "time": 0.63268} +{"mode": "train", "epoch": 1, "iter": 350, "lr": 0.0, "memory": 23655, "data_time": 0.039, "loss_rpn_cls": 0.14568, "loss_rpn_bbox": 0.07256, "loss_cls": 0.38917, "acc": 92.32246, "loss_bbox": 0.28005, "loss_mask": 0.51327, "loss": 1.40074, "time": 0.63896} +{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.0, "memory": 23670, "data_time": 0.04391, "loss_rpn_cls": 0.12693, "loss_rpn_bbox": 0.07404, "loss_cls": 0.38031, "acc": 91.97925, "loss_bbox": 0.29168, "loss_mask": 0.49819, "loss": 1.37115, "time": 0.63875} +{"mode": "train", "epoch": 1, "iter": 450, "lr": 0.0, "memory": 23683, "data_time": 0.03973, "loss_rpn_cls": 0.11141, "loss_rpn_bbox": 0.07019, "loss_cls": 0.36902, "acc": 91.72583, "loss_bbox": 0.3025, "loss_mask": 0.48946, "loss": 1.34258, "time": 0.63861} +{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.0, "memory": 23683, "data_time": 0.03954, "loss_rpn_cls": 0.10226, "loss_rpn_bbox": 0.07084, "loss_cls": 0.35938, "acc": 91.61276, "loss_bbox": 0.30101, "loss_mask": 0.47354, "loss": 1.30704, "time": 0.63924} +{"mode": "train", "epoch": 1, "iter": 550, "lr": 0.0, "memory": 23683, "data_time": 0.03822, "loss_rpn_cls": 0.09375, "loss_rpn_bbox": 0.06775, "loss_cls": 0.35792, "acc": 91.3943, "loss_bbox": 0.30714, "loss_mask": 0.46636, "loss": 1.29291, "time": 0.63288} +{"mode": "train", "epoch": 1, "iter": 600, "lr": 0.0, "memory": 23683, "data_time": 0.03725, "loss_rpn_cls": 0.08834, "loss_rpn_bbox": 0.06967, "loss_cls": 0.35202, "acc": 91.21753, "loss_bbox": 0.31289, "loss_mask": 0.46126, "loss": 1.28419, "time": 0.6423} +{"mode": "train", "epoch": 1, "iter": 650, "lr": 0.0, "memory": 23685, "data_time": 0.03818, "loss_rpn_cls": 0.08416, "loss_rpn_bbox": 0.06731, "loss_cls": 0.34821, "acc": 91.17438, "loss_bbox": 0.31269, "loss_mask": 0.44947, "loss": 1.26185, "time": 0.64186} +{"mode": "train", "epoch": 1, "iter": 700, "lr": 0.0, "memory": 23685, "data_time": 0.03767, "loss_rpn_cls": 0.08173, "loss_rpn_bbox": 0.06814, "loss_cls": 0.34238, "acc": 91.20483, "loss_bbox": 0.31076, "loss_mask": 0.44452, "loss": 1.24753, "time": 0.63925} +{"mode": "train", "epoch": 1, "iter": 750, "lr": 0.0, "memory": 23685, "data_time": 0.03456, "loss_rpn_cls": 0.07869, "loss_rpn_bbox": 0.06655, "loss_cls": 0.3458, "acc": 91.08672, "loss_bbox": 0.3157, "loss_mask": 0.44008, "loss": 1.24683, "time": 0.64103} +{"mode": "train", "epoch": 1, "iter": 800, "lr": 0.0, "memory": 23685, "data_time": 0.04066, "loss_rpn_cls": 0.07544, "loss_rpn_bbox": 0.06761, "loss_cls": 0.341, "acc": 91.03546, "loss_bbox": 0.31629, "loss_mask": 0.43741, "loss": 1.23774, "time": 0.64806} +{"mode": "train", "epoch": 1, "iter": 850, "lr": 0.0, "memory": 23685, "data_time": 0.03477, "loss_rpn_cls": 0.0714, "loss_rpn_bbox": 0.06367, "loss_cls": 0.33184, "acc": 91.15228, "loss_bbox": 0.3121, "loss_mask": 0.42812, "loss": 1.20713, "time": 0.63964} +{"mode": "train", "epoch": 1, "iter": 900, "lr": 0.0, "memory": 23685, "data_time": 0.0353, 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