mirror of https://github.com/llvm/torch-mlir
Dockerize and Cache Bazel {Local, CI} Builds (#1240)
This PR adds: - A minimal docker wrapper to the bazel GHA workflow to make it reproducible locally - Bazel cache to speed up GHA workflows (down to ~5 minutes from ~40+minutes) This is a no-op for non-bazel workflows and an incremental improvement.pull/1241/head
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@ -20,20 +20,38 @@ jobs:
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runs-on: ubuntu-22.04
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steps:
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- name: Set up Python
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uses: actions/setup-python@v2
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with:
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python-version: 3.9
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- name: Checkout torch-mlir
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uses: actions/checkout@v2
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uses: actions/checkout@v3
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with:
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submodules: 'true'
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- name: Build with bazel
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- name: Setup cache for bazel
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uses: actions/cache@v3
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with:
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path: ~/.cache/bazel
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key: ubuntu_x86_64_torch_mlir_bazel_build_cache
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- name: Set bazel cache permissions
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run: |
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cd $GITHUB_WORKSPACE/utils/bazel
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bazel build @torch-mlir//...
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sudo chown -R root:root "${HOME}/.cache/bazel"
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- name: Build docker image
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run: |
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docker build -f utils/bazel/docker/Dockerfile \
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-t torch-mlir:ci \
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.
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- name: Bazel build torch-mlir
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run: |
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docker run --rm \
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-v "$(pwd)":"/opt/src/torch-mlir" \
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-v "${HOME}/.cache/bazel":"/root/.cache/bazel" \
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torch-mlir:ci \
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./utils/bazel/docker/run_bazel_build.sh
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- name: Switch bazel cache permissions
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run: |
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sudo chown -R "$USER":"$USER" "${HOME}/.cache/bazel"
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- name: Send mail
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if: failure()
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@ -175,14 +175,15 @@ manually `source`'d in a shell.
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Torch-MLIR can also be built using Bazel (apart from the official CMake build) for users that depend on Bazel in their workflows. To build `torch-mlir-opt` using Bazel, follow these steps:
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1. Install [Bazel](https://docs.bazel.build/versions/main/install.html) if you don't already have it
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2. Install a relatively new release of [Clang](https://releases.llvm.org/download.html)
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3. Build:
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1. Launch an interactive docker container with the required deps installed:
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```shell
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cd utils/bazel
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bazel build @torch-mlir//...
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./utils/bazel/docker/run_docker.sh
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```
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4. Find the built binary at `bazel-bin/external/torch-mlir/torch-mlir-opt`.
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2. Build torch-mlir using bazel (from container):
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```shell
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./utils/bazel/docker/run_bazel_build.sh
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```
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3. Find the built binary at `utils/bazel/bazel-bin/external/torch-mlir/torch-mlir-opt`.
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# Testing
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@ -0,0 +1,34 @@
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ARG BASE_IMG=ubuntu:18.04
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FROM ${BASE_IMG} as dev-base
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ARG ARCH="x86_64"
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ARG BAZEL_VERSION=5.2.0
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# Install basic packages
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RUN apt-get update && \
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apt-get install -y \
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clang-10 \
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curl \
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git \
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python3-pip \
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python3.8 \
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python3.8-dev \
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wget \
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unzip
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RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.8 10
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RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.8 10
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RUN update-alternatives --install /usr/bin/clang clang /usr/bin/clang-10 10
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RUN update-alternatives --install /usr/bin/clang++ clang++ /usr/bin/clang++-10 10
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# Install bazel
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RUN wget -q https://github.com/bazelbuild/bazel/releases/download/${BAZEL_VERSION}/bazel-${BAZEL_VERSION}-linux-${ARCH} -O /usr/bin/bazel \
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&& chmod a+x /usr/bin/bazel
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COPY requirements.txt /opt/app/requirements.txt
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WORKDIR /opt/app
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RUN python -m pip install --upgrade pip
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RUN python -m pip install --ignore-installed -r requirements.txt
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WORKDIR /opt/src/torch-mlir
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@ -0,0 +1,3 @@
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#!/usr/bin/env bash
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cd "$(pwd)/utils/bazel" && bazel build @torch-mlir//...
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@ -0,0 +1,10 @@
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#!/usr/bin/env bash
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docker build -f utils/bazel/docker/Dockerfile \
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-t torch-mlir:dev \
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.
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docker run -it \
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-v "$(pwd)":"/opt/src/torch-mlir" \
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-v "${HOME}/.cache/bazel":"/root/.cache/bazel" \
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torch-mlir:dev
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