diff --git a/README.md b/README.md index 52dedbe..bd27812 100644 --- a/README.md +++ b/README.md @@ -9,17 +9,20 @@ This branch contains the **unofficial** pytorch implementation of Exploring Plain Vision Transformer Backbones for Object Detection. Thanks for their wonderful work! -## Results from this repo +## Results from this repo on COCO The models are trained on 4 A100 machines with 2 images per gpu, which makes a batch size of 64 during training. -| Model | Pretrain | FrameWork | Detection | Segmentation | config | log | weight | -| :----: | :----:| :----: | :----: | :----: | :----: | :----: | :----: | -| ViT-Base | IN1K on TPU | Mask RCNN | 51.1 | 45.5 | [config](./configs/ViTDet/ViTDet-ViT-Base-100e.py) | [log](logs/ViT-Base-TPU.log.json) | | -| ViT-Base | IN1K on GPU | Mask RCNN | | | [config](./configs/ViTDet/ViTDet-ViT-Base-100e.py) | | | +| Model | Pretrain | Machine | FrameWork | Detection | Segmentation | 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) | ## Updates +> [2022-04-17] Release the pretrained weights and logs for ViT-B and ViTAE-B on MS COCO. The models are totally trained with PyTorch on GPU. + > [2022-04-16] Release the initial unofficial implementation of ViTDet with ViT-Base model! It obtains 51.1 mAP and 45.5 mAP on detection and segmentation, respectively. The weights and logs will be uploaded soon. > Applications of ViTAE Transformer include: [image classification](https://github.com/ViTAE-Transformer/ViTAE-Transformer/tree/main/Image-Classification) | [object detection](https://github.com/ViTAE-Transformer/ViTAE-Transformer/tree/main/Object-Detection) | [semantic segmentation](https://github.com/ViTAE-Transformer/ViTAE-Transformer/tree/main/Semantic-Segmentation) | [animal pose segmentation](https://github.com/ViTAE-Transformer/ViTAE-Transformer/tree/main/Animal-Pose-Estimation) | [remote sensing](https://github.com/ViTAE-Transformer/ViTAE-Transformer-Remote-Sensing) | [matting](https://github.com/ViTAE-Transformer/ViTAE-Transformer-Matting) diff --git a/configs/ViTDet/ViTDet-ViTAE-Base-100e.py b/configs/ViTDet/ViTDet-ViTAE-Base-100e.py new file mode 100644 index 0000000..a3ee531 --- /dev/null +++ b/configs/ViTDet/ViTDet-ViTAE-Base-100e.py @@ -0,0 +1,166 @@ +_base_ = [ + './lsj_100e_coco_instance_r1024.py' +] + +norm_cfg = dict(type='LN', requires_grad=True) +# Use MMSyncBN that handles empty tensor in head. It can be changed to +# SyncBN after https://github.com/pytorch/pytorch/issues/36530 is fixed +# Requires MMCV-full after https://github.com/open-mmlab/mmcv/pull/1205. +head_norm_cfg = dict(type='LN', requires_grad=True) + +pretrained = None # noqa +# model settings +model = dict( + type='MaskRCNN', + pretrained=pretrained, + backbone=dict( + type='ViTAE', + img_size=1024, + embed_dim=768, + depth=12, + num_heads=12, + mlp_ratio=4, + qkv_bias=True, + qk_scale=None, + drop_rate=0., + attn_drop_rate=0., + drop_path_rate=0.1, + use_abs_pos_emb=True, + use_checkpoint=True + ), + neck=dict( + type='FPN', + in_channels=[768, 768, 768, 768], + out_channels=256, + norm_cfg=norm_cfg, + use_residual=False, + num_outs=5), + rpn_head=dict( + type='RPNHead', + num_convs=2, + norm_cfg=head_norm_cfg, + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[.0, .0, .0, .0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict(type='L1Loss', loss_weight=1.0)), + roi_head=dict( + type='StandardRoIHead', + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=dict( + type='Shared4Conv1FCBBoxHead', + conv_out_channels=256, + norm_cfg=head_norm_cfg, + in_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0., 0., 0., 0.], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), + loss_bbox=dict(type='L1Loss', loss_weight=1.0)), + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + norm_cfg=head_norm_cfg, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + # model training and testing settings + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=-1, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_pre=2000, + max_per_img=1000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False)), + test_cfg=dict( + rpn=dict( + nms_pre=1000, + max_per_img=1000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=dict( + score_thr=0.05, + nms=dict(type='nms', iou_threshold=0.5), + max_per_img=100, + mask_thr_binary=0.5))) + +optimizer = dict( + _delete_=True, + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.1, + constructor='LayerDecayOptimizerConstructor', + paramwise_cfg=dict( + num_layers=12, + layer_decay_rate=0.7, + custom_keys={ + 'bias': dict(decay_multi=0.), + 'pos_embed': dict(decay_mult=0.), + 'relative_position_bias_table': dict(decay_mult=0.), + 'norm': dict(decay_mult=0.), + "rel_pos_h": dict(decay_mult=0.), + "rel_pos_w": dict(decay_mult=0.), + } + ) + ) +lr_config = dict(warmup_iters=250) # 16 * 1000 == 250 * 64 \ No newline at end of file diff --git a/logs/ViT-Base-GPU.log.json b/logs/ViT-Base-GPU.log.json new file mode 100644 index 0000000..4b0a530 --- /dev/null +++ b/logs/ViT-Base-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+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 = 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34551, "data_time": 0.03917, "loss_rpn_cls": 0.01152, "loss_rpn_bbox": 0.02648, "loss_cls": 0.12864, "acc": 95.2276, "loss_bbox": 0.16363, "loss_mask": 0.20389, "loss": 0.53416, "time": 0.72116} +{"mode": "train", "epoch": 25, "iter": 6200, "lr": 0.0, "memory": 34551, "data_time": 0.04142, "loss_rpn_cls": 0.01132, "loss_rpn_bbox": 0.02664, "loss_cls": 0.12946, "acc": 95.19812, "loss_bbox": 0.16336, "loss_mask": 0.20309, "loss": 0.53388, "time": 0.72052} +{"mode": "train", "epoch": 25, "iter": 6250, "lr": 0.0, "memory": 34551, "data_time": 0.04217, "loss_rpn_cls": 0.0107, "loss_rpn_bbox": 0.02717, "loss_cls": 0.13119, "acc": 95.15637, "loss_bbox": 0.16361, "loss_mask": 0.20108, "loss": 0.53376, "time": 0.71825} +{"mode": "train", "epoch": 25, "iter": 6300, "lr": 0.0, "memory": 34551, "data_time": 0.04595, "loss_rpn_cls": 0.01129, "loss_rpn_bbox": 0.02767, "loss_cls": 0.1301, "acc": 95.1153, "loss_bbox": 0.16497, "loss_mask": 0.2011, "loss": 0.53513, "time": 0.72726} +{"mode": "train", "epoch": 25, "iter": 6350, "lr": 0.0, "memory": 34551, "data_time": 0.0414, "loss_rpn_cls": 0.0114, "loss_rpn_bbox": 0.02728, "loss_cls": 0.12786, "acc": 95.25433, "loss_bbox": 0.16327, "loss_mask": 0.20031, "loss": 0.53012, "time": 0.7241} +{"mode": "train", "epoch": 25, "iter": 6400, "lr": 0.0, "memory": 34551, "data_time": 0.03796, "loss_rpn_cls": 0.01104, "loss_rpn_bbox": 0.02673, "loss_cls": 0.12754, "acc": 95.20874, "loss_bbox": 0.16525, "loss_mask": 0.1994, "loss": 0.52996, "time": 0.72032} +{"mode": "train", "epoch": 25, "iter": 6450, "lr": 0.0, "memory": 34551, "data_time": 0.04346, "loss_rpn_cls": 0.01154, "loss_rpn_bbox": 0.02733, "loss_cls": 0.12766, "acc": 95.24121, "loss_bbox": 0.16423, "loss_mask": 0.20179, "loss": 0.53255, "time": 0.72274} +{"mode": "train", "epoch": 25, "iter": 6500, "lr": 0.0, "memory": 34551, "data_time": 0.04558, "loss_rpn_cls": 0.0112, "loss_rpn_bbox": 0.0279, "loss_cls": 0.12989, "acc": 95.1488, "loss_bbox": 0.16769, "loss_mask": 0.20337, "loss": 0.54004, "time": 0.72685} +{"mode": "train", "epoch": 25, "iter": 6550, "lr": 0.0, "memory": 34551, "data_time": 0.04084, "loss_rpn_cls": 0.011, "loss_rpn_bbox": 0.02602, "loss_cls": 0.12708, "acc": 95.24963, "loss_bbox": 0.16383, "loss_mask": 0.19917, "loss": 0.5271, "time": 0.72374} +{"mode": "train", "epoch": 25, "iter": 6600, "lr": 0.0, "memory": 34551, "data_time": 0.03816, "loss_rpn_cls": 0.01098, "loss_rpn_bbox": 0.02685, "loss_cls": 0.12897, "acc": 95.19495, "loss_bbox": 0.16632, "loss_mask": 0.20476, "loss": 0.53786, "time": 0.72589} +{"mode": "train", "epoch": 25, "iter": 6650, "lr": 0.0, "memory": 34551, "data_time": 0.04217, "loss_rpn_cls": 0.01085, "loss_rpn_bbox": 0.02742, "loss_cls": 0.12986, "acc": 95.16473, "loss_bbox": 0.16721, "loss_mask": 0.20331, "loss": 0.53864, "time": 0.73329} +{"mode": "train", "epoch": 25, "iter": 6700, "lr": 0.0, "memory": 34551, "data_time": 0.04123, "loss_rpn_cls": 0.01073, "loss_rpn_bbox": 0.02626, "loss_cls": 0.12744, "acc": 95.2804, "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"} diff --git a/logs/ViTAE-Base-GPU.log.json b/logs/ViTAE-Base-GPU.log.json new file mode 100644 index 0000000..b9cd8bb --- /dev/null +++ b/logs/ViTAE-Base-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+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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b/mmdet/models/backbones/ViTAE/NormalCell.py @@ -0,0 +1,283 @@ +import torch +import torch.nn as nn +import numpy as np +from timm.models.layers import DropPath +import torch.nn.functional as F + +class Mlp(nn.Module): + def __init__(self, in_features, hidden_features=None, out_features=None, act_layer=nn.GELU, drop=0.): + super().__init__() + out_features = out_features or in_features + hidden_features = hidden_features or in_features + self.hidden_features = hidden_features + self.fc1 = nn.Linear(in_features, hidden_features) + self.act = act_layer() + self.fc2 = nn.Linear(hidden_features, out_features) + self.drop = nn.Dropout(drop) + + def forward(self, x): + x = self.fc1(x) + x = self.act(x) + x = self.drop(x) + x = self.fc2(x) + x = self.drop(x) + return x + +class Attention(nn.Module): + def __init__( + self, dim, num_heads=8, qkv_bias=False, qk_scale=None, attn_drop=0., + proj_drop=0., attn_head_dim=None, window_size=None): + super().__init__() + self.num_heads = num_heads + head_dim = dim // num_heads + if attn_head_dim is not None: + head_dim = attn_head_dim + all_head_dim = head_dim * self.num_heads + self.scale = qk_scale or head_dim ** -0.5 + + self.qkv = nn.Linear(dim, all_head_dim * 3, bias=False) + + if qkv_bias: + self.q_bias = nn.Parameter(torch.zeros(all_head_dim)) + self.v_bias = nn.Parameter(torch.zeros(all_head_dim)) + else: + self.q_bias = None + self.v_bias = None + + self.window_size = window_size + q_size = window_size[0] + rel_sp_dim = 2 * q_size - 1 + self.rel_pos_h = nn.Parameter(torch.zeros(rel_sp_dim, head_dim)) + self.rel_pos_w = nn.Parameter(torch.zeros(rel_sp_dim, head_dim)) + + self.attn_drop = nn.Dropout(attn_drop) + self.proj = nn.Linear(all_head_dim, dim) + self.proj_drop = nn.Dropout(proj_drop) + + def forward(self, x, H, W): + B, N, C = x.shape + qkv_bias = None + if self.q_bias is not None: + qkv_bias = torch.cat((self.q_bias, torch.zeros_like(self.v_bias, requires_grad=False), self.v_bias)) + qkv = F.linear(input=x, weight=self.qkv.weight, bias=qkv_bias) + qkv = qkv.reshape(B, N, 3, self.num_heads, -1).permute(2, 0, 3, 1, 4) + q, k, v = qkv[0], qkv[1], qkv[2] # make torchscript happy (cannot use tensor as tuple) + + q = q * self.scale + attn = (q @ k.transpose(-2, -1)) + attn = calc_rel_pos_spatial(attn, q, self.window_size, self.window_size, self.rel_pos_h, self.rel_pos_w) + + attn = attn.softmax(dim=-1) + attn = self.attn_drop(attn) + + x = (attn @ v).transpose(1, 2).reshape(B, N, -1) + x = self.proj(x) + x = self.proj_drop(x) + return x + + +def window_partition(x, window_size): + """ + Args: + x: (B, H, W, C) + window_size (int): window size + Returns: + windows: (num_windows*B, window_size, window_size, C) + """ + B, H, W, C = x.shape + x = x.view(B, H // window_size, window_size, W // window_size, window_size, C) + windows = x.permute(0, 1, 3, 2, 4, 5).contiguous().view(-1, window_size, window_size, C) + return windows + + +def window_reverse(windows, window_size, H, W): + """ + Args: + windows: (num_windows*B, window_size, window_size, C) + window_size (int): Window size + H (int): Height of image + W (int): Width of image + Returns: + x: (B, H, W, C) + """ + B = int(windows.shape[0] / (H * W / window_size / window_size)) + x = windows.view(B, H // window_size, W // window_size, window_size, window_size, -1) + x = x.permute(0, 1, 3, 2, 4, 5).contiguous().view(B, H, W, -1) + return x + +def calc_rel_pos_spatial( + attn, + q, + q_shape, + k_shape, + rel_pos_h, + rel_pos_w, + ): + """ + Spatial Relative Positional Embeddings. + """ + sp_idx = 0 + q_h, q_w = q_shape + k_h, k_w = k_shape + + # Scale up rel pos if shapes for q and k are different. + q_h_ratio = max(k_h / q_h, 1.0) + k_h_ratio = max(q_h / k_h, 1.0) + dist_h = ( + torch.arange(q_h)[:, None] * q_h_ratio - torch.arange(k_h)[None, :] * k_h_ratio + ) + dist_h += (k_h - 1) * k_h_ratio + q_w_ratio = max(k_w / q_w, 1.0) + k_w_ratio = max(q_w / k_w, 1.0) + dist_w = ( + torch.arange(q_w)[:, None] * q_w_ratio - torch.arange(k_w)[None, :] * k_w_ratio + ) + dist_w += (k_w - 1) * k_w_ratio + + Rh = rel_pos_h[dist_h.long()] + Rw = rel_pos_w[dist_w.long()] + + B, n_head, q_N, dim = q.shape + + r_q = q[:, :, sp_idx:].reshape(B, n_head, q_h, q_w, dim) + rel_h = torch.einsum("byhwc,hkc->byhwk", r_q, Rh) + rel_w = torch.einsum("byhwc,wkc->byhwk", r_q, Rw) + + attn[:, :, sp_idx:, sp_idx:] = ( + attn[:, :, sp_idx:, sp_idx:].view(B, -1, q_h, q_w, k_h, k_w) + + rel_h[:, :, :, :, :, None] + + rel_w[:, :, :, :, None, :] + ).view(B, -1, q_h * q_w, k_h * k_w) + + return attn + +class WindowAttention(nn.Module): + """ Window based multi-head self attention (W-MSA) module with relative position bias. + It supports both of shifted and non-shifted window. + Args: + dim (int): Number of input channels. + window_size (tuple[int]): The height and width of the window. + num_heads (int): Number of attention heads. + qkv_bias (bool, optional): If True, add a learnable bias to query, key, value. Default: True + qk_scale (float | None, optional): Override default qk scale of head_dim ** -0.5 if set + attn_drop (float, optional): Dropout ratio of attention weight. Default: 0.0 + proj_drop (float, optional): Dropout ratio of output. Default: 0.0 + """ + + def __init__(self, dim, window_size, num_heads, qkv_bias=True, qk_scale=None, attn_drop=0., proj_drop=0., attn_head_dim=None): + + super().__init__() + self.dim = dim + self.window_size = window_size # Wh, Ww + self.num_heads = num_heads + head_dim = dim // num_heads + self.scale = qk_scale or head_dim ** -0.5 + + q_size = window_size[0] + kv_size = window_size[1] + rel_sp_dim = 2 * q_size - 1 + self.rel_pos_h = nn.Parameter(torch.zeros(rel_sp_dim, head_dim)) + self.rel_pos_w = nn.Parameter(torch.zeros(rel_sp_dim, head_dim)) + + self.qkv = nn.Linear(dim, dim * 3, bias=qkv_bias) + self.attn_drop = nn.Dropout(attn_drop) + self.proj = nn.Linear(dim, dim) + self.proj_drop = nn.Dropout(proj_drop) + + self.softmax = nn.Softmax(dim=-1) + + def forward(self, x, H, W): + """ Forward function. + Args: + x: input features with shape of (num_windows*B, N, C) + mask: (0/-inf) mask with shape of (num_windows, Wh*Ww, Wh*Ww) or None + """ + B_, N, C = x.shape + x = x.reshape(B_, H, W, C) + pad_l = pad_t = 0 + pad_r = (self.window_size[1] - W % self.window_size[1]) % self.window_size[1] + pad_b = (self.window_size[0] - H % self.window_size[0]) % self.window_size[0] + + x = F.pad(x, (0, 0, pad_l, pad_r, pad_t, pad_b)) + _, Hp, Wp, _ = x.shape + + x = window_partition(x, self.window_size[0]) # nW*B, window_size, window_size, C + x = x.view(-1, self.window_size[1] * self.window_size[0], C) # nW*B, window_size*window_size, C + B_w = x.shape[0] + N_w = x.shape[1] + qkv = self.qkv(x).reshape(B_w, N_w, 3, self.num_heads, C // self.num_heads).permute(2, 0, 3, 1, 4) + q, k, v = qkv[0], qkv[1], qkv[2] # make torchscript happy (cannot use tensor as tuple) + + q = q * self.scale + attn = (q @ k.transpose(-2, -1)) + + attn = calc_rel_pos_spatial(attn, q, self.window_size, self.window_size, self.rel_pos_h, self.rel_pos_w) + + attn = self.softmax(attn) + + attn = self.attn_drop(attn) + + x = (attn @ v).transpose(1, 2).reshape(B_w, N_w, C) + x = self.proj(x) + x = self.proj_drop(x) + + x = x.view(-1, self.window_size[1], self.window_size[0], C) + x = window_reverse(x, self.window_size[0], Hp, Wp) # B H' W' C + + if pad_r > 0 or pad_b > 0: + x = x[:, :H, :W, :].contiguous() + + x = x.view(B_, H * W, C) + + return x + +class NormalCell(nn.Module): + def __init__(self, dim, num_heads, mlp_ratio=4., qkv_bias=False, qk_scale=None, drop=0., attn_drop=0., + drop_path=0., act_layer=nn.GELU, norm_layer=nn.LayerNorm, class_token=False, group=1, kernel=3, mlp_hidden_dim=None, + window=False, window_size=7, attn_head_dim=None): + super().__init__() + self.norm1 = norm_layer(dim) + self.class_token = class_token + if not window: + self.attn = Attention( + dim, num_heads=num_heads, qkv_bias=qkv_bias, qk_scale=qk_scale, + attn_drop=attn_drop, proj_drop=drop, window_size=window_size, attn_head_dim=attn_head_dim) + else: + self.attn = WindowAttention( + dim, num_heads=num_heads, qkv_bias=qkv_bias, qk_scale=qk_scale, + attn_drop=attn_drop, proj_drop=drop, window_size=window_size, attn_head_dim=attn_head_dim) + + self.drop_path = DropPath(drop_path) if drop_path > 0. else nn.Identity() + + self.norm2 = norm_layer(dim) + + mlp_hidden_dim = mlp_hidden_dim if mlp_hidden_dim is not None else int(dim * mlp_ratio) + + PCM_dim = int(dim * mlp_ratio) + + self.mlp = Mlp(in_features=dim, hidden_features=mlp_hidden_dim, act_layer=act_layer, drop=drop) + + self.PCM = nn.Sequential( + nn.Conv2d(dim, PCM_dim, kernel, 1, kernel//2, 1, group), + nn.BatchNorm2d(PCM_dim), + nn.SiLU(inplace=True), + nn.Conv2d(PCM_dim, dim, kernel, 1, kernel//2, 1, group), + ) + self.H = 0 + self.W = 0 + + def forward(self, x): + b, n, c = x.shape + + H = self.H + W = self.W + + x_2d = x.view(b, H, W, c).permute(0, 3, 1, 2).contiguous() + convX = self.drop_path(self.PCM(x_2d).permute(0, 2, 3, 1).contiguous().view(b, n, c)) + + x = x + self.drop_path(self.attn(self.norm1(x), H, W)) + x = x + convX + + x = x + self.drop_path(self.mlp(self.norm2(x))) + + return x \ No newline at end of file diff --git a/mmdet/models/backbones/ViTAE/__init__.py b/mmdet/models/backbones/ViTAE/__init__.py new file mode 100644 index 0000000..074cee7 --- /dev/null +++ b/mmdet/models/backbones/ViTAE/__init__.py @@ -0,0 +1,5 @@ +# Copyright (c) [2012]-[2021] Shanghai Yitu Technology Co., Ltd. +# +# This source code is licensed under the Clear BSD License +# LICENSE file in the root directory of this file +# All rights reserved. diff --git a/mmdet/models/backbones/__init__.py b/mmdet/models/backbones/__init__.py index 5e4cf38..029244b 100644 --- a/mmdet/models/backbones/__init__.py +++ b/mmdet/models/backbones/__init__.py @@ -16,11 +16,12 @@ from .swin import SwinTransformer from .trident_resnet import TridentResNet from .vit import ViT +from .vitae import ViTAE __all__ = [ 'RegNet', 'ResNet', 'ResNetV1d', 'ResNeXt', 'SSDVGG', 'HRNet', 'MobileNetV2', 'Res2Net', 'HourglassNet', 'DetectoRS_ResNet', 'DetectoRS_ResNeXt', 'Darknet', 'ResNeSt', 'TridentResNet', 'CSPDarknet', 'SwinTransformer', 'PyramidVisionTransformer', 'PyramidVisionTransformerV2', - 'ViT' + 'ViT', 'ViTAE' ] diff --git a/mmdet/models/backbones/vitae.py b/mmdet/models/backbones/vitae.py new file mode 100644 index 0000000..07776fa --- /dev/null +++ b/mmdet/models/backbones/vitae.py @@ -0,0 +1,251 @@ +# Copyright (c) OpenMMLab. All rights reserved. +import math +import torch +from functools import partial +import torch.nn as nn +import torch.nn.functional as F +import torch.utils.checkpoint as checkpoint + +from timm.models.layers import drop_path, to_2tuple, trunc_normal_ +from .ViTAE.NormalCell import NormalCell + +from mmcv_custom import load_checkpoint +from mmdet.utils import get_root_logger +from ..builder import BACKBONES + +class PatchEmbed(nn.Module): + """ Image to Patch Embedding + """ + def __init__(self, img_size=224, patch_size=16, in_chans=3, embed_dim=768): + super().__init__() + img_size = to_2tuple(img_size) + patch_size = to_2tuple(patch_size) + num_patches = (img_size[1] // patch_size[1]) * (img_size[0] // patch_size[0]) + self.patch_shape = (img_size[0] // patch_size[0], img_size[1] // patch_size[1]) + self.img_size = img_size + self.patch_size = patch_size + self.num_patches = num_patches + + self.proj = nn.Conv2d(in_chans, embed_dim, kernel_size=patch_size, stride=patch_size) + + def forward(self, x, **kwargs): + B, C, H, W = x.shape + x = self.proj(x) + Hp, Wp = x.shape[2], x.shape[3] + + x = x.flatten(2).transpose(1, 2) + return x, (Hp, Wp) + + +class HybridEmbed(nn.Module): + """ CNN Feature Map Embedding + Extract feature map from CNN, flatten, project to embedding dim. + """ + def __init__(self, backbone, img_size=224, feature_size=None, in_chans=3, embed_dim=768): + super().__init__() + assert isinstance(backbone, nn.Module) + img_size = to_2tuple(img_size) + self.img_size = img_size + self.backbone = backbone + if feature_size is None: + with torch.no_grad(): + training = backbone.training + if training: + backbone.eval() + o = self.backbone(torch.zeros(1, in_chans, img_size[0], img_size[1]))[-1] + feature_size = o.shape[-2:] + feature_dim = o.shape[1] + backbone.train(training) + else: + feature_size = to_2tuple(feature_size) + feature_dim = self.backbone.feature_info.channels()[-1] + self.num_patches = feature_size[0] * feature_size[1] + self.proj = nn.Linear(feature_dim, embed_dim) + + def forward(self, x): + x = self.backbone(x)[-1] + x = x.flatten(2).transpose(1, 2) + x = self.proj(x) + return x + + +class Norm2d(nn.Module): + def __init__(self, embed_dim): + super().__init__() + self.ln = nn.LayerNorm(embed_dim, eps=1e-6) + def forward(self, x): + x = x.permute(0, 2, 3, 1) + x = self.ln(x) + x = x.permute(0, 3, 1, 2).contiguous() + return x + + +@BACKBONES.register_module() +class ViTAE(nn.Module): + + def __init__(self, + img_size=224, patch_size=16, in_chans=3, num_classes=80, embed_dim=768, depth=12, + num_heads=12, mlp_ratio=4., qkv_bias=False, qk_scale=None, drop_rate=0., attn_drop_rate=0., + drop_path_rate=0., hybrid_backbone=None, norm_layer=None, init_values=None, use_checkpoint=False, + use_abs_pos_emb=True, use_rel_pos_bias=False, use_shared_rel_pos_bias=False, frozen_stages=-1, + out_indices=[3, 5, 7, 11], interval=3, pretrained=None): + # Protect mutable default arguments + super(ViTAE, self).__init__() + norm_layer = norm_layer or partial(nn.LayerNorm, eps=1e-6) + self.num_classes = num_classes + self.num_features = self.embed_dim = embed_dim # num_features for consistency with other models + self.frozen_stages = frozen_stages + if hybrid_backbone is not None: + self.patch_embed = HybridEmbed( + hybrid_backbone, img_size=img_size, in_chans=in_chans, embed_dim=embed_dim) + else: + self.patch_embed = PatchEmbed( + img_size=img_size, patch_size=patch_size, in_chans=in_chans, embed_dim=embed_dim) + num_patches = self.patch_embed.num_patches + self.out_indices = out_indices + + if use_abs_pos_emb: + self.pos_embed = nn.Parameter(torch.zeros(1, num_patches, embed_dim)) + else: + self.pos_embed = None + self.pos_drop = nn.Dropout(p=drop_rate) + + dpr = [x.item() for x in torch.linspace(0, drop_path_rate, depth)] # stochastic depth decay rule + self.use_rel_pos_bias = use_rel_pos_bias + self.use_checkpoint = use_checkpoint + self.blocks = nn.ModuleList([ + NormalCell( + dim=embed_dim, num_heads=num_heads, mlp_ratio=mlp_ratio, qkv_bias=qkv_bias, qk_scale=qk_scale, + drop=drop_rate, attn_drop=attn_drop_rate, drop_path=dpr[i], norm_layer=norm_layer, + class_token=False, group=embed_dim//4, window_size=(14, 14) if ((i + 1) % interval != 0) else self.patch_embed.patch_shape, window=((i + 1) % interval != 0)) + for i in range(depth)]) + + if self.pos_embed is not None: + trunc_normal_(self.pos_embed, std=.02) + + self.out_indices = out_indices + self.norm = norm_layer(embed_dim) + + self.feat_dim = embed_dim + + self.pretrained = pretrained + + self.fpn1 = nn.Sequential( + nn.ConvTranspose2d(embed_dim, embed_dim, kernel_size=2, stride=2), + Norm2d(embed_dim), + nn.GELU(), + nn.ConvTranspose2d(embed_dim, embed_dim, kernel_size=2, stride=2), + ) + + self.fpn2 = nn.Sequential( + nn.ConvTranspose2d(embed_dim, embed_dim, kernel_size=2, stride=2), + ) + + self.fpn3 = nn.Identity() + + self.fpn4 = nn.MaxPool2d(kernel_size=2, stride=2) + + self.apply(self._init_weights) + self.fix_init_weight() + + self._freeze_stages() + + def _freeze_stages(self): + """Freeze parameters.""" + if self.frozen_stages >= 0: + self.patch_embed.eval() + for param in self.patch_embed.parameters(): + param.requires_grad = False + + for i in range(1, self.frozen_stages + 1): + m = self.blocks[i] + m.eval() + for param in m.parameters(): + param.requires_grad = False + + def fix_init_weight(self): + def rescale(param, layer_id): + param.div_(math.sqrt(2.0 * layer_id)) + + for layer_id, layer in enumerate(self.blocks): + rescale(layer.attn.proj.weight.data, layer_id + 1) + rescale(layer.mlp.fc2.weight.data, layer_id + 1) + + def _init_weights(self, m): + if isinstance(m, nn.Linear): + trunc_normal_(m.weight, std=.02) + if isinstance(m, nn.Linear) and m.bias is not None: + nn.init.constant_(m.bias, 0) + elif isinstance(m, nn.LayerNorm): + nn.init.constant_(m.bias, 0) + nn.init.constant_(m.weight, 1.0) + + def init_weights(self, pretrained=None): + """Initialize the weights in backbone. + + Args: + pretrained (str, optional): Path to pre-trained weights. + Defaults to None. + """ + pretrained = pretrained or self.pretrained + def _init_weights(m): + if isinstance(m, nn.Linear): + trunc_normal_(m.weight, std=.02) + if isinstance(m, nn.Linear) and m.bias is not None: + nn.init.constant_(m.bias, 0) + elif isinstance(m, nn.LayerNorm): + nn.init.constant_(m.bias, 0) + nn.init.constant_(m.weight, 1.0) + + if isinstance(pretrained, str): + self.apply(_init_weights) + logger = get_root_logger() + print(f"load from {pretrained}") + load_checkpoint(self, pretrained, strict=False, logger=logger) + elif pretrained is None: + self.apply(_init_weights) + else: + raise TypeError('pretrained must be a str or None') + + def get_num_layers(self): + return len(self.blocks) + + @torch.jit.ignore + def no_weight_decay(self): + return {'pos_embed', 'cls_token'} + + def forward_features(self, x): + B, C, H, W = x.shape + x, (Hp, Wp) = self.patch_embed(x) + batch_size, seq_len, _ = x.size() + + x = x + self.pos_embed + x = self.pos_drop(x) + + features = [] + for i, blk in enumerate(self.blocks): + blk.H = Hp + blk.W = Wp + if self.use_checkpoint: + x = checkpoint.checkpoint(blk, x) + else: + x = blk(x) + + x = self.norm(x) + + xp = x.permute(0, 2, 1).reshape(B, -1, Hp, Wp) + + ops = [self.fpn1, self.fpn2, self.fpn3, self.fpn4] + for i in range(len(ops)): + features.append(ops[i](xp)) + + return tuple(features) + + def forward(self, x): + x = self.forward_features(x) + return x + + def train(self, mode=True): + """Convert the model into training mode.""" + super().train(mode) + self._freeze_stages()