netron/tools/pytorch

#!/bin/bash

set -e
pushd $(cd $(dirname ${0})/..; pwd) > /dev/null

case "${OSTYPE}" in
    msys*) python="winpty python";;
    *) python="python";;
esac

venv() {
    env_dir=./third_party/env/pytorch
    [ -d "${env_dir}" ] || ${python} -m venv ${env_dir}
    case "${OSTYPE}" in
        msys*) source ${env_dir}/Scripts/activate;;
        *) source ${env_dir}/bin/activate;;
    esac
    ${python} -m pip install --quiet --upgrade pip
}

clean() {
    echo "pytorch clean"
    rm -rf "./third_party/env/pytorch"
    rm -rf "./third_party/source/pytorch"
}

sync() {
    echo "pytorch sync"
    [ -d "./third_party/source/pytorch" ] || git clone --quiet --recursive https://github.com/pytorch/pytorch.git "./third_party/source/pytorch"
    pushd "./third_party/source/pytorch" > /dev/null
    git pull --quiet --prune
    git submodule sync --quiet
    git submodule update --quiet --init --recursive
    popd > /dev/null
}

install() {
    echo "pytorch install"
    venv
    ${python} -m pip install --quiet --upgrade future protobuf
    if [[ "${OSTYPE}" == darwin* ]] && [[ "$(uname -sm)" = "Darwin arm64" ]] && [[ $(${python} -c "import platform; print(platform.uname().machine);") = "arm64" ]]; then
        [ -x "$(brew --prefix openblas)" ] || brew install openblas > /dev/null
        export OPENBLAS=$(brew --prefix openblas)
        ${python} -m pip install --upgrade --quiet pybind11 cython pyyaml
        ${python} -m pip install --upgrade --quiet numpy --no-use-pep517
    else
        ${python} -m pip install --quiet --upgrade scipy
    fi
    ${python} -m pip install --quiet --upgrade --pre torch -f https://download.pytorch.org/whl/nightly/cpu/torch_nightly.html
    deactivate
}

schema() {
    echo "caffe2 schema"
    [[ $(grep -U $'\x0D' ./source/caffe2-proto.js) ]] && crlf=1
    node ./tools/protoc.js --text --root caffe2 --out ./source/caffe2-proto.js ./third_party/source/pytorch/caffe2/proto/caffe2.proto
    if [[ -n ${crlf} ]]; then
        unix2dos --quiet --newfile ./source/caffe2-proto.js ./source/caffe2-proto.js
    fi
}

metadata() {
    echo "pytorch metadata"
    venv
    export PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python
    if [[ $(grep -U $'\x0D' ./source/pytorch-metadata.json) ]]; then crlf=1; else crlf=; fi
    ${python} ./tools/pytorch-script.py metadata
    if [[ -n ${crlf} ]]; then
        unix2dos --quiet --newfile ./source/pytorch-metadata.json ./source/pytorch-metadata.json
    fi
    deactivate
    echo "caffe2 metadata"
    venv
    if [[ $(grep -U $'\x0D' ./source/caffe2-metadata.json) ]]; then crlf=1; else crlf=; fi
    ${python} ./tools/caffe2-script.py metadata
    if [[ -n ${crlf} ]]; then
        unix2dos --quiet --newfile ./source/caffe2-metadata.json ./source/caffe2-metadata.json
    fi
    deactivate
}

while [ "$#" != 0 ]; do
    command="$1" && shift
    case "${command}" in
        "clean") clean;;
        "sync") sync;;
        "install") install;;
        "schema") schema;;
        "metadata") metadata;;
    esac
done