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Transformer related optimization, including BERT, GPT

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shongshong2/FasterTransformer

 
 

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FasterTransformer for SaumsungCEChallenge

Check out FasterTransformer README.md

Installation

mkdir -p FasterTransformer/build
cd FasterTransformer/build
git submodule init && git submodule update
cmake -DSM=70 -DCMAKE_EXPORT_COMPILE_COMMANDS=ON -DCMAKE_BUILD_TYPE=Release -DBUILD_PYT=ON -DBUILD_MULTI_GPU=ON ..
make -j32

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Transformer related optimization, including BERT, GPT

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  • C++ 66.9%
  • Cuda 29.5%
  • CMake 1.8%
  • Python 1.3%
  • Shell 0.5%
  • Makefile 0.0%