算子¶
MMCV 提供了检测、分割等任务中常用的算子
| Device | CPU | CUDA | MLU | MPS | Ascend |
|---|---|---|---|---|---|
| ActiveRotatedFilter | √ | √ | |||
| AssignScoreWithK | √ | ||||
| BallQuery | √ | ||||
| BBoxOverlaps | √ | √ | √ | √ | |
| BorderAlign | √ | ||||
| BoxIouRotated | √ | √ | |||
| BoxIouQuadri | √ | √ | |||
| CARAFE | √ | √ | |||
| ChamferDistance | √ | ||||
| CrissCrossAttention | √ | ||||
| ContourExpand | √ | ||||
| ConvexIoU | √ | ||||
| CornerPool | √ | ||||
| Correlation | √ | ||||
| Deformable Convolution v1/v2 | √ | √ | √ | ||
| Deformable RoIPool | √ | √ | √ | ||
| DiffIoURotated | √ | ||||
| DynamicScatter | √ | ||||
| FurthestPointSample | √ | ||||
| FurthestPointSampleWithDist | √ | ||||
| FusedBiasLeakyrelu | √ | √ | |||
| GatherPoints | √ | √ | |||
| GroupPoints | √ | ||||
| Iou3d | √ | √ | |||
| KNN | √ | ||||
| MaskedConv | √ | √ | √ | ||
| MergeCells | √ | ||||
| MinAreaPolygon | √ | ||||
| ModulatedDeformConv2d | √ | √ | √ | ||
| MultiScaleDeformableAttn | √ | √ | |||
| NMS | √ | √ | √ | √ | |
| NMSRotated | √ | √ | √ | ||
| NMSQuadri | √ | √ | |||
| PixelGroup | √ | ||||
| PointsInBoxes | √ | √ | |||
| PointsInPolygons | √ | ||||
| PSAMask | √ | √ | √ | √ | |
| RotatedFeatureAlign | √ | √ | |||
| RoIPointPool3d | √ | √ | |||
| RoIPool | √ | √ | √ | ||
| RoIAlignRotated | √ | √ | √ | ||
| RiRoIAlignRotated | √ | ||||
| RoIAlign | √ | √ | √ | ||
| RoIAwarePool3d | √ | √ | |||
| SAConv2d | √ | ||||
| SigmoidFocalLoss | √ | √ | √ | ||
| SoftmaxFocalLoss | √ | √ | |||
| SoftNMS | √ | ||||
| Sparse Convolution | √ | ||||
| Synchronized BatchNorm | √ | ||||
| ThreeInterpolate | √ | ||||
| ThreeNN | √ | √ | |||
| TINShift | √ | √ | |||
| UpFirDn2d | √ | ||||
| Voxelization | √ | √ | √ | ||
| PrRoIPool | √ | ||||
| BezierAlign | √ | √ | |||
| BiasAct | √ | ||||
| FilteredLrelu | √ | ||||
| Conv2dGradfix | √ |