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Neural nets with auto-diff with BLAS as only dep.

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neurad

Target: Neural nets with auto-diff with BLAS as only dep. WIP! unfinished, just started, ignore!

Benchmarks

See Benchmarks for matrix multiplication comparisation between Intel OpenBlas, M1 Accelerate and M1 with Tensorflow (GPU) or Pytorch (MPS)

Build

Requirements: cmake, ninja, for non-Apple: openblas.

  • Linux: pacman -S cmake ninja openblas (or apt...) and some c compiler.
  • Mac: brew install cmake ninja, command-line tools required.

Clone repo, create build directory:

mkdir build
cd build
cmake -G Ninja ..
ninja

Run (in build folder):

./bench/bench_neurad

or

./test/test_neurad

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Neural nets with auto-diff with BLAS as only dep.

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