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This repository has been archived by the owner on Jan 24, 2024. It is now read-only.

Releases: PaddlePaddle/CINN

v0.1.0-RC

10 Dec 12:55
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Release Notes

This is a release candidate for the CINN project.

Major features

  • APIs
    • Added NetBuilder and Compile APIs to help build a PaddlePadle model and compile and execute it
    • Added CinnBuilder to build a tensor computation based on some fine-grained operations
    • Added CINN DSL to make it easy to write any tensor computation
  • Codegen and backend
    • Support for execution on CPU and Nvidia GPU with two modes
      1. JIT mode based on LLVM backend and NVRTC
      2. source code mode with generating C and CUDA source code
  • Scheduling
    • Similar to Halide and TVM projects, introduced the following schedule directives:
      • fuse, split
      • reorder, tile
      • unroll, compute_inline
      • bind, compute_at
      • parallel, vectorize
      • cache_read, cache_write
  • Training support
    • Embedded in PaddlePaddle training framework and supported Deep Learning training
  • Inference support
    • Support for loading a PaddlePaddle model and executing and getting the result
  • Install and build
    • Added C++ library for C++ stack usage
    • Added Python whl package for Python stack usage

Document

  • Added several documents, please take a look at CINN docs

Also thanks to our external contributors

Thanks to our external contributors @fc500110 @T8T9

v0.1-alpha

29 Oct 07:37
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v0.1-alpha Pre-release
Pre-release

v0.1-alpha

This is a pre-release version and provides an alpha version of the project CINN.