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v1.12

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@github-actions github-actions released this 05 Nov 07:30
· 3813 commits to master since this release

Features

  • Support for backend operators implemented using PPL.
  • TPUv7-runtime CModel integrated with TPU-MLIR for BM1690 model CModel inference.
  • Optimized inference speed for BM1690 Stable Diffusion 3.0 at 512 resolution to 0.72 img/s (Mac utilization: 41.9%).
  • Support for training graph compilation of ResNet50-v1 through FxGraphConverter.

Bug Fixes

  • Performance: Fixed the issue of performance degradation in SegNet.
  • Functionality: Resolved the compilation comparison issue for BM1688 DeppLabv3P.

Known Issues

  • Performance: Slight performance degradation observed in BM1690 YOLOv5-6 with 4 batch INT8 on eight cores.