├── .gitignore ├── GET_STARTED.md ├── LICENSE.md ├── OBJECT_DETECTION.md ├── README.md ├── datasets.py ├── deformable_detr ├── README.md ├── benchmark.py ├── configs │ └── mpvit_small_deformable_detr.sh ├── datasets │ ├── __init__.py │ ├── coco.py │ ├── coco_eval.py │ ├── coco_panoptic.py │ ├── data_prefetcher.py │ ├── panoptic_eval.py │ ├── samplers.py │ ├── torchvision_datasets │ │ ├── __init__.py │ │ └── coco.py │ └── transforms.py ├── engine.py ├── main.py ├── models │ ├── __init__.py │ ├── backbone.py │ ├── deformable_detr.py │ ├── deformable_transformer.py │ ├── matcher.py │ ├── mpvit │ │ ├── __init__.py │ │ ├── backbone.py │ │ └── mpvit.py │ ├── ops │ │ ├── functions │ │ │ ├── __init__.py │ │ │ └── ms_deform_attn_func.py │ │ ├── make.sh │ │ ├── modules │ │ │ ├── __init__.py │ │ │ └── ms_deform_attn.py │ │ ├── setup.py │ │ ├── src │ │ │ ├── cpu │ │ │ │ ├── ms_deform_attn_cpu.cpp │ │ │ │ └── ms_deform_attn_cpu.h │ │ │ ├── cuda │ │ │ │ ├── ms_deform_attn_cuda.cu │ │ │ │ ├── ms_deform_attn_cuda.h │ │ │ │ └── ms_deform_im2col_cuda.cuh │ │ │ ├── ms_deform_attn.h │ │ │ └── vision.cpp │ │ └── test.py │ ├── position_encoding.py │ └── segmentation.py ├── requirements.txt ├── tools │ ├── launch.py │ ├── run_dist_launch.sh │ └── run_dist_slurm.sh └── util │ ├── __init__.py │ ├── box_ops.py │ ├── misc.py │ └── plot_utils.py ├── detectron2 ├── README.md ├── configs │ ├── Base-RCNN-FPN.yaml │ ├── Base-RetinaNet.yaml │ ├── cascade_rcnn │ │ ├── cascade_mask_rcnn_mpvit_base_ms_3x.yaml │ │ └── cascade_mask_rcnn_mpvit_small_ms_3x.yaml │ ├── maskrcnn │ │ ├── mask_rcnn_mpvit_base_1x.yaml │ │ ├── mask_rcnn_mpvit_base_ms_3x.yaml │ │ ├── mask_rcnn_mpvit_small_1x.yaml │ │ ├── mask_rcnn_mpvit_small_ms_3x.yaml │ │ ├── mask_rcnn_mpvit_tiny_1x.yaml │ │ ├── mask_rcnn_mpvit_tiny_ms_3x.yaml │ │ ├── mask_rcnn_mpvit_xs_1x.yaml │ │ └── mask_rcnn_mpvit_xs_ms_3x.yaml │ └── retinanet │ │ ├── retinanet_mpvit_base_1.yaml │ │ ├── retinanet_mpvit_base_ms_3x.yaml │ │ ├── retinanet_mpvit_small_1x.yaml │ │ ├── retinanet_mpvit_small_ms_3x.yaml │ │ ├── retinanet_mpvit_tiny_1x.yaml │ │ ├── retinanet_mpvit_tiny_ms_3x.yaml │ │ ├── retinanet_mpvit_xs_1x.yaml │ │ └── retinanet_mpvit_xs_ms_3x.yaml ├── mpvit │ ├── __init__.py │ ├── backbone.py │ ├── config.py │ ├── dataset_mapper.py │ └── mpvit.py └── train_net.py ├── engine.py ├── main.py ├── mpvit.py ├── samplers.py ├── semantic_segmentation ├── README.md ├── backbone │ └── mpvit.py ├── configs │ ├── _base_ │ │ ├── datasets │ │ │ └── ade20k.py │ │ ├── default_runtime.py │ │ ├── models │ │ │ └── upernet_mpvit.py │ │ └── schedules │ │ │ ├── schedule_160k.py │ │ │ ├── schedule_20k.py │ │ │ ├── schedule_40k.py │ │ │ └── schedule_80k.py │ └── mpvit │ │ └── upernet │ │ ├── upernet_mpvit_base_160k_ade20k.py │ │ └── upernet_mpvit_small_160k_ade20k.py └── tools │ ├── benchmark.py │ ├── dist_test.sh │ ├── dist_train.sh │ ├── get_flops.py │ ├── get_flops.sh │ ├── slurm_test.sh │ ├── slurm_train.sh │ ├── test.py │ └── 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