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model-serving's Introduction

Pytorch-MIL

git submodule sync
git submodule update --init

To compile server code with kernels

Make sure you compile/install FlashInfer first.

make codebase
make install-server

You can debug/edit code in the build folder. When done, use python copy_back.py to copy changes back to the original src folder.

To compile all

make install

To test Punica code

HF_HUB_ENABLE_HF_TRANSFER=1 pytest -s -vv --disable-pytest-warnings -m "punica_test" build/server/tests

Client Implementation: Direct communication to the server

  1. to generate the client stub and service stub of grpc
    The current working dir is : /gpfsnyu/scratch/yy4108/torch-MIL/build/clients/python
python -m grpc_tools.protoc -I../../proto --python_out=. --grpc_python_out=. generate.proto

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