PyTorch 1.12가 공개되었습니다. 🎉

오늘 PyTorch 1.12 버전이 공개되었습니다! :tada:

주요한 릴리즈 내용은 아래와 같습니다:

Along with 1.12, we are releasing beta versions of AWS S3 Integration, PyTorch Vision Models on Channels Last on CPU, Empowering PyTorch on Intel® Xeon® Scalable processors with Bfloat16 and FSDP API. We want to sincerely thank our dedicated community for your contributions.

Summary:

  • Functional Module API to functionally apply module computation with a given set of parameters

  • Complex32 and Complex Convolutions in PyTorch

  • DataPipes from TorchData fully backward compatible with DataLoader

  • Functorch with improved coverage for APIs

  • nvFuser a deep learning compiler for PyTorch

  • Changes to float32 matrix multiplication precision on Ampere and later CUDA hardware

  • TorchArrow, a new beta library for machine learning preprocessing over batch data

자세한 내용은 아래 릴리즈 노트 또는 공식 블로그의 글을 참고해주세요!

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