MMCV Release V1.6.2

Features

• Register a new activation layer SiLU to ACTIVATION_LAYERS (#2256)
• Add support of TorchVision's Model Registration API (#2246)
• Add five MLU ops, which are CARAFEcarafe, MaskedConv2d, ThreeNN, DeformRoiPool, and RoipointPool3d (#2212, #2202, #2215, #2137,#2247)

Improvements

• Add support for logging parameters to MlflowLoggerHook (#2188)
• Add a new argument params to MlflowLoggerHook (#2193)
• Support different border modes in imrotate (#2141)
• Add pillow backend for ColorJitter related functions (#2127)

Bug fixes

• Fix unit tests of onnx (#2155)
• Fix cumulative gradient optimizer when resuming (#2093)
• Path mapping only once in storage backends (#2204)
• Fix RoiAlignRotated MLU implementation (#2210)
• Fix a potential bug in PrRoIPool op (#2200)
• Fix spconv clang-format (#2260)
• Remove the restrictions of onnx versions (#2251)
• Fix init_weights of MultiScaleDeformableAttention (#2158)
• Cast the type of mask in ModulatedDeformConv2dFunction to enable training with AMP (#2220)
• Fix the calculation error of out_w in MaskedConv2dFunction (#2264)
• Fix ROCm backend support (#1918)

Documentations

• Limit sphinx_markdown_tables and markdown versions (#2144)
• Add swith_language.md in docs (#2160)
• Fix the example error in registry.md (#2243)
• Add zhihu articles (#2157)
• Fix some mistakes in data_process.md (#2283)

Others

• Add type hints for mmcv/image (#2089)

New Contributors

• @gfyts0123 made their first contribution in #2103
• @xcnick made their first contribution in #2155
• @eivtho made their first contribution in #2188
• @CokeDong made their first contribution in #2189
• @tudejiang79 made their first contribution in #2210
• @DanieeelLiu made their first contribution in #2215
• @PungTeng made their first contribution in #2243
• @ZShaopeng made their first contribution in #2247
• @zstreet87 made their first contribution in #1918
• @okotaku made their first contribution in #2256
• @datumbox made their first contribution in #2246

Full Changelog: v1.6.1...v1.6.2