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Parameter Server

The parameter server is a distributed system scaling to industry size machine learning problems. It is a joint project by CMU SML-Lab, Baidu IDL, and Google

Build

Requires git and a C++11 compiler (gcc >= 4.7.2 or llvm >= 3.4).

git clone https://github.com/mli/parameter_server
cd parameter_server
./script/install_third.sh
make -j8

Compiled docker image is also available at here.

See more details in wiki.

Run

See examples in example/linear. More information are in the wiki.

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A distributed machine learning framework.

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  • C++ 88.0%
  • Python 3.5%
  • Protocol Buffer 3.3%
  • Shell 1.8%
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