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mmcv/docs/en/understand_mmcv/ops.md

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[Docs] Reformat op docs (#2052) * [Docs]:update ops.md * fix missing ops
2022-06-15 10:57:29 +08:00
## ops
add ext ops, support parrots (#310) * add ext ops, support parrots * fix lint * fix lint * update op from mmdetection * support non-pytorch env * fix import bug * test not import mmcv.op * rename mmcv.op to mmcv.ops * fix compile warning * 1. fix syncbn warning in pytorch 1.5 2. support only cpu compile 3. add point_sample from mmdet * fix text bug * update docstrings * fix line endings * minor updates * remove non_local from ops * bug fix for nonlocal2d * rename ops_ext to _ext and _ext to _flow_warp_ext * update the doc * try clang-format github action * fix github action * add ops to api.rst * fix cpp format * fix clang format issues * remove .clang-format Co-authored-by: Kai Chen <chenkaidev@gmail.com>
2020-06-28 23:15:47 +08:00
[Docs] Reformat op docs (#2052) * [Docs]:update ops.md * fix missing ops
2022-06-15 10:57:29 +08:00
We implement common ops used in detection, segmentation, etc.
add ext ops, support parrots (#310) * add ext ops, support parrots * fix lint * fix lint * update op from mmdetection * support non-pytorch env * fix import bug * test not import mmcv.op * rename mmcv.op to mmcv.ops * fix compile warning * 1. fix syncbn warning in pytorch 1.5 2. support only cpu compile 3. add point_sample from mmdet * fix text bug * update docstrings * fix line endings * minor updates * remove non_local from ops * bug fix for nonlocal2d * rename ops_ext to _ext and _ext to _flow_warp_ext * update the doc * try clang-format github action * fix github action * add ops to api.rst * fix cpp format * fix clang format issues * remove .clang-format Co-authored-by: Kai Chen <chenkaidev@gmail.com>
2020-06-28 23:15:47 +08:00
[Feature] Add MPS bbox overlap (#2123) * add mps bbox overlap * format * update document and manifest * update readme
2022-07-22 19:30:01 +08:00
| Device | CPU | CUDA | MLU | MPS |
| ---------------------------- | --- | ---- | --- | --- |
| ActiveRotatedFilter | √ | √ | | |
| AssignScoreWithK | | √ | | |
| BallQuery | | √ | | |
| BBoxOverlaps | | √ | √ | √ |
| BorderAlign | | √ | | |
| BoxIouRotated | √ | √ | | |
[Feature] Add box_iou_quadri & nms_quadri (#2277) * update * update * fix link * fix bug * update nms_quadri * fix lint * Update test_nms_quadri.py * Update box_iou_quadri.py * fix bug * Update test_nms_quadri.py * Update box_iou_rotated_utils.hpp * Update box_iou_quadri.py * Update mmcv/ops/nms.py
2022-10-13 17:26:14 +08:00
| BoxIouQuadri | √ | √ | | |
[Feature] Add carafe op for MLU (#2212) * [Feature] Support CARAFE with Cambricon MLU backend * [Docs] Add comments for common funtions * [Test] Add allclose test for carafe * Remove print Co-authored-by: zcyKTH <zcy19950525@gmail.com> Co-authored-by: budefei <budefei@cambricon.com>
2022-08-19 10:36:26 +08:00
| CARAFE | | √ | √ | |
[Feature] Add MPS bbox overlap (#2123) * add mps bbox overlap * format * update document and manifest * update readme
2022-07-22 19:30:01 +08:00
| ChamferDistance | | √ | | |
| CrissCrossAttention | | √ | | |
| ContourExpand | √ | | | |
| ConvexIoU | | √ | | |
| CornerPool | | √ | | |
| Correlation | | √ | | |
| Deformable Convolution v1/v2 | √ | √ | | |
[Feature] Support DeformRoiPool with cambricon MLU backend (#2137) * [Feature] Support DeformRoiPool with cambricon MLU backend * [Fix] Remove use of std library * [Fix] Correct the error information * [Refactor] Refactor test deform_roi_pool code * [Fix] Fix judgment error * [Fix] Modify the large tensor check Co-authored-by: budefei <budefei@cambricon.com>
2022-08-28 22:37:28 +08:00
| Deformable RoIPool | | √ | √ | |
[Feature] Add MPS bbox overlap (#2123) * add mps bbox overlap * format * update document and manifest * update readme
2022-07-22 19:30:01 +08:00
| DiffIoURotated | | √ | | |
| DynamicScatter | | √ | | |
| FurthestPointSample | | √ | | |
| FurthestPointSampleWithDist | | √ | | |
| FusedBiasLeakyrelu | | √ | | |
| GatherPoints | | √ | | |
| GroupPoints | | √ | | |
[Feature] Support Iou3d with cambricon MLU backend (#2339) * [Feature] Support Iou3d with cambricon MLU backend * [Feature] add double line * [Feature] add line
2022-10-24 15:58:58 +08:00
| Iou3d | | √ | √ | |
[Feature] Add MPS bbox overlap (#2123) * add mps bbox overlap * format * update document and manifest * update readme
2022-07-22 19:30:01 +08:00
| KNN | | √ | | |
[Feature] Support MaskedConv2d with cambricon MLU backend (#2202) * [Feature] Support MaskedConv2d with cambricon MLU backend * [Refactor] Refactor test masked_conv2d code Co-authored-by: budefei <budefei@cambricon.com>
2022-08-21 23:21:54 +08:00
| MaskedConv | | √ | √ | |
[Feature] Add MPS bbox overlap (#2123) * add mps bbox overlap * format * update document and manifest * update readme
2022-07-22 19:30:01 +08:00
| MergeCells | | √ | | |
| MinAreaPolygon | | √ | | |
| ModulatedDeformConv2d | √ | √ | | |
[Feature] Support MultiScaleDeformableAttn with cambricon MLU backend (#2396) * [Feature] Support MsDeformAttnForward with cambricon MLU backend * [Feature] Support MsDeformAttnForward with cambricon MLU backend * [Feature] Support MsDeformAttnForward with cambricon MLU backend * [Feature] Support MsDeformAttnForward with cambricon MLU backend * [Feature] Support MsDeformAttnForward with cambricon MLU backend * [Feature] Support MsDeformAttnForward with cambricon MLU backend * [Feature] Support ms with cambricon MLU backend * [Feature] Support msdeformattn_1104 with cambricon MLU backend * [Feature] Support ms with cambricon MLU backend * [Feature] Support MsDeformAttn_1108 with cambricon MLU backend * [Feature] Support MsDeformAttn_1108 with cambricon MLU backend * [Feature] Support MsDeformAttn_1108 with cambricon MLU backend * [Feature] Support MsDeformAttn with cambricon MLU backend * [Feature] Support MsDeformAttn with cambricon MLU backend * [Feature] Support MsDeformAttn with cambricon MLU backend * [Feature] Support MsDeformAttn with cambricon MLU backend * [Feature] Support MsDeformAttn with cambricon MLU backend * [Feature] Support MsDeformAttn with cambricon MLU backend * [Feature] Support MsDeformAttn with cambricon MLU backend * [Feature] Support MsDeformAttn with cambricon MLU backend * [Feature] Support MsDeformAttn with cambricon MLU backend * [Feature] Support MsDeformAttn with cambricon MLU backend * Revert "[Feature] Support MsDeformAttn with cambricon MLU backend" This reverts commit 27963cccc86d240852a40a2c1510147a3e9f269f. * [Feature] Support MsdeformAttn with cambricon MLU backend * [Feature] Support MsDeformAttn with cambricon MLU backend * [Feature] Support MsdeformAttn with cambricon MLU backend Co-authored-by: zhangshaopeng <wicky-zheng@outlook.com> Co-authored-by: wicky-zheng <root@notebook-mmcv-290m8-torch1-6-y0yv66-notebook-0.notebook-mmcv-290m8-torch1-6-y0yv66.ns-ad8b689a0ecd41fcb4469c803dcd539d.svc.cluster.local>
2022-11-16 14:08:04 +08:00
| MultiScaleDeformableAttn | | √ | √ | |
[Feature] Add MPS bbox overlap (#2123) * add mps bbox overlap * format * update document and manifest * update readme
2022-07-22 19:30:01 +08:00
| NMS | √ | √ | √ | |
| NMSRotated | √ | √ | | |
[Feature] Add box_iou_quadri & nms_quadri (#2277) * update * update * fix link * fix bug * update nms_quadri * fix lint * Update test_nms_quadri.py * Update box_iou_quadri.py * fix bug * Update test_nms_quadri.py * Update box_iou_rotated_utils.hpp * Update box_iou_quadri.py * Update mmcv/ops/nms.py
2022-10-13 17:26:14 +08:00
| NMSQuadri | √ | √ | | |
[Feature] Add MPS bbox overlap (#2123) * add mps bbox overlap * format * update document and manifest * update readme
2022-07-22 19:30:01 +08:00
| PixelGroup | √ | | | |
| PointsInBoxes | √ | √ | | |
| PointsInPolygons | | √ | | |
| PSAMask | √ | √ | √ | |
| RotatedFeatureAlign | √ | √ | | |
[Feature] Support RoipointPool3d with cambricon MLU backend (#2247) * [Feature] Support RoipointPool3d with cambricon MLU backend * [Feature] Support RoipointPool3d with cambricon MLU backend * [Feature] Support RoipointPool3d with cambricon MLU backend * [Feature] Support RoipointPool3d with cambricon MLU backend * [Feature] Support RoipointPool3d with cambricon MLU backend
2022-09-08 17:19:12 +08:00
| RoIPointPool3d | | √ | √ | |
[Feature] Add MPS bbox overlap (#2123) * add mps bbox overlap * format * update document and manifest * update readme
2022-07-22 19:30:01 +08:00
| RoIPool | | √ | √ | |
| RoIAlignRotated | √ | √ | √ | |
| RiRoIAlignRotated | | √ | | |
| RoIAlign | √ | √ | √ | |
[Feature] Support RoIAwarePool3d with cambricon MLU backend (#2359) * [Feature] Support RoiawarePool3d with cambricon MLU backend. * [Feature] Support RoiawarePool3d with cambricon MLU backend.
2022-11-03 11:13:34 +08:00
| RoIAwarePool3d | | √ | √ | |
[Feature] Add MPS bbox overlap (#2123) * add mps bbox overlap * format * update document and manifest * update readme
2022-07-22 19:30:01 +08:00
| SAConv2d | | √ | | |
| SigmoidFocalLoss | | √ | √ | |
| SoftmaxFocalLoss | | √ | | |
| SoftNMS | | √ | | |
| Sparse Convolution | | √ | | |
| Synchronized BatchNorm | | √ | | |
| ThreeInterpolate | | √ | | |
[Feature] Support ThreeNN with cambricon MLU backend (#2215)
2022-08-23 15:18:47 +08:00
| ThreeNN | | √ | √ | |
[Feature] Add MPS bbox overlap (#2123) * add mps bbox overlap * format * update document and manifest * update readme
2022-07-22 19:30:01 +08:00
| TINShift | | √ | √ | |
| UpFirDn2d | | √ | | |
| Voxelization | √ | √ | | |
[Feature] Support PrRoIPool operation (#2113) * support prroipooling * fix build bug * fix bug of precision * fix lint * add ut * add license and citation * polish op and add type hint * refactor ut * add docstring for prroipool * polish code * format cu and cuh code * fix format * fix format * fix typo Co-authored-by: zhouzaida <zhouzaida@163.com> Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>
2022-07-23 23:08:32 +08:00
| PrRoIPool | | √ | | |
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