cinn
  • Build from source code
  • Install CINN using docker
  • Tutorials
    • Run demo
      • JIT in CINN
      • Run model by using CinnBuilder API
      • Load and Execute Paddle Model
      • Run model by using NetBuilder API
      • Training ResNet50 using Paddle compiled with CINN
      • Ways to optimize Matrix Multiplication on CPU
      • Schedule Primitives in CINN
  • C++ DSL API tutorial: Matrix Multiplication
  • Load and Execute Paddle Model in C++
  • CinnBuilder Primitive Semantics
  • C++ Symbols
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Tutorials

This page contains the tutorials about CINN.

Run demo

Compile demo.cc:

cd build/dist

bash build_demo.sh
JIT in CINN

JIT in CINN

Run model by using CinnBuilder API

Run model by using CinnBuilder API

Load and Execute Paddle Model

Load and Execute Paddle Model

Run model by using NetBuilder API

Run model by using NetBuilder API

Training ResNet50 using Paddle compiled with CINN

Training ResNet50 using Paddle compiled with CINN

Ways to optimize Matrix Multiplication on CPU

Ways to optimize Matrix Multiplication on CPU

Schedule Primitives in CINN

Schedule Primitives in CINN

Download all examples in Python source code: tutorials_python.zip

Download all examples in Jupyter notebooks: tutorials_jupyter.zip

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