MMSegmentation v0.16.0 Release

Highlights

• Support PyTorch 1.9
• Support SegFormer backbone MiT
• Support md2yml pre-commit hook
• Support frozen stage for HRNet

New Features

• Support SegFormer backbone MiT (#594)
• Support md2yml pre-commit hook (#732)
• Support mim (#717)
• Add mmseg2torchserve tool (#552)

Improvements

• Support hrnet frozen stage (#743)
• Add template of reimplementation questions (#741)
• Output pdf and epub formats for readthedocs (#742)
• Refine the docstring of ResNet (#723)
• Replace interpolate with resize (#731)
• Update resource limit (#700)
• Update config.md (#678)

Bug Fixes

• Fix ATTENTION registry (#729)
• Fix analyze log script (#716)
• Fix doc api display (#725)
• Fix patch_embed and pos_embed mismatch error (#685)
• Fix efficient test for multi-node (#707)
• Fix init_cfg in resnet backbone (#697)
• Fix efficient test bug (#702)
• Fix url error in config docs (#680)
• Fix mmcv installation (#676)
• Fix torch version (#670)

Contributors

@sshuair @xiexinch @Junjun2016 @mmeendez8 @xvjiarui @Sennnnn @puhsu @BIGWangYuDong @keke1u @daavoo