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dice-server's Introduction

Dice-server

An end-to-end open source platform for ML inference tasks scheduling in heterogeneous GPU clusters.

Installation

For using Dice-server, follow the instruction:

  • Clone the repository with option --recursive
  • We use gRPC for communication between server and clients. So, install gRPC from here.
  • After installation of gRPC, you may need to modify your bash file. (My shell is zsh so I modified ~/.zshrc)
echo "export GRPC_INSTALL_DIR=/path/to/grpc/.local" >> ~/.zshrc
echo "export PATH=\"$GRPC_INSTALL_DIR/bin:$PATH\"" >> ~/.zshrc
  • Now, you have all of the requirement for your server to be up.
mkdir build; cd build;
cmake ..
make -j all
  • Now you only need to run ./server in build directory.
  • If you see this output, it means that your server is up.
Server listen on localhost:50051

dice-server's People

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dice-server's Issues

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  • Main page (description, Install, workflow, example)
  • scheduler (definition)

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