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MatMul Performance Benchmarks for a Single CPU Core comparing both hand engineered and codegen kernels.

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Collection of easy to use MLIR end to end examples.

A collection of MLIR End to End examples. We plan to add working examples of:

  1. TF2 Saved Model --> MHLO --> C/C++
  1. TF2 Saved Model --> MHLO --> LLVM_IR
  • --> RefE2E (?)
  • --> LLVM-IR-e2e in this repo
  1. Torchscript --> ATen --> [C++ / LLVM_IR]
  • Use mlir-npcomp to generate ATen Dialect.
  • Lower to C++ / LLVM_IR (?)

Other references

https://llvm.discourse.group/t/print-in-mlir/1701/13

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MatMul Performance Benchmarks for a Single CPU Core comparing both hand engineered and codegen kernels.

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