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Add simple pipeline to install dependencies and build a docker
image for Nvidia and Intel HW.
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# This is a basic workflow to help you get started with Actions | ||
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name: Build & Publush | ||
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# Controls when the action will run. | ||
on: | ||
# Triggers the workflow on all push or pull request events | ||
push: | ||
pull_request: | ||
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release: | ||
types: [created] | ||
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# Allows you to run this workflow manually from the Actions tab | ||
workflow_dispatch: | ||
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schedule: | ||
- cron: "0 0 * * *" | ||
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# added using https://github.com/step-security/secure-repo | ||
permissions: | ||
contents: read | ||
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# A workflow run is made up of one or more jobs that can run sequentially or in parallel | ||
jobs: | ||
Docker: | ||
name: Build&Push to DockerHub | ||
if: (github.event_name == 'push' || github.event_name == 'pull_request') | ||
runs-on: [self-hosted, linux, x64] | ||
strategy: | ||
matrix: | ||
infer-hw: ['nvidia', 'intel'] | ||
env: | ||
DOCKER_REPO: 'sippylabs/infernos' | ||
BASE_IMAGE: 'ubuntu:24.10' | ||
PYTHON_VER: '3.11' | ||
CONDA_MAINENV: 'Infernos' | ||
INFER_HW: ${{ matrix.infer-hw }} | ||
steps: | ||
- name: Checkout repository | ||
uses: actions/checkout@v4 | ||
with: | ||
submodules: 'recursive' | ||
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- name: Set up Docker Buildx | ||
uses: docker/setup-buildx-action@v3 | ||
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- name: Log in to Docker Hub | ||
if: github.event_name != 'pull_request' | ||
uses: docker/login-action@v3 | ||
with: | ||
username: ${{ secrets.DOCKER_USERNAME }} | ||
password: ${{ secrets.DOCKER_PASSWORD }} | ||
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- name: Extract metadata (tags, labels) for Docker | ||
id: meta | ||
uses: docker/metadata-action@v5 | ||
with: | ||
images: ${{ env.DOCKER_REPO }} | ||
tags: | | ||
type=schedule | ||
type=ref,event=branch,prefix=${{ env.INFER_HW }}- | ||
type=ref,event=tag,prefix=${{ env.INFER_HW }}- | ||
type=ref,event=pr,prefix=${{ env.INFER_HW }}- | ||
type=raw,value=${{ env.INFER_HW }}-latest,enable={{is_default_branch}} | ||
type=sha | ||
- name: Build Docker image | ||
uses: docker/build-push-action@v6 | ||
with: | ||
context: . | ||
file: ./docker/Dockerfile | ||
push: true | ||
build-args: | | ||
BASE_IMAGE=${{ env.BASE_IMAGE }} | ||
PYTHON_VER=${{ env.PYTHON_VER }} | ||
CONDA_MAINENV=${{ env.CONDA_MAINENV }} | ||
INFER_HW=${{ env.INFER_HW }} | ||
tags: | | ||
${{ steps.meta.outputs.tags }} | ||
labels: ${{ steps.meta.outputs.labels }} | ||
cache-from: type=gha | ||
cache-to: type=gha,mode=max |
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# syntax=docker/dockerfile:1.7-labs | ||
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ARG BASE_IMAGE=ubuntu:24.10 | ||
FROM $BASE_IMAGE AS build | ||
LABEL maintainer="Maksym Sobolyev <[email protected]>" | ||
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USER root | ||
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# Build & install everything | ||
WORKDIR /tmp | ||
ENV DEBIAN_FRONTEND=noninteractivea | ||
ARG APT_UPDATE="apt-get update" | ||
RUN ${APT_UPDATE} | ||
ARG APT_UPGRADE="apt-get upgrade -y" | ||
RUN ${APT_UPGRADE} | ||
ARG APT_INSTALL="apt-get install --no-install-recommends -y" | ||
ARG APT_CLEAN="apt-get clean" | ||
RUN ${APT_INSTALL} lsb-release ca-certificates && ${APT_CLEAN} | ||
COPY docker/install_conda.sh . | ||
RUN ./install_conda.sh | ||
COPY docker/setup_conda.sh . | ||
ARG PYTHON_VER | ||
ARG CONDA_MAINENV | ||
RUN ./setup_conda.sh | ||
COPY docker/install_hw.sh . | ||
ARG INFER_HW | ||
ENV CONDA_ACTIVATE="eval . /opt/conda/etc/profile.d/conda.sh && conda activate ${CONDA_MAINENV}" | ||
ENV PYTHON_CMD="python${PYTHON_VER}" | ||
RUN ./install_hw.sh | ||
COPY docker/install_requirements.sh docker/intel-ray.diff requirements.txt . | ||
ENV CONDA_MAINENV="${CONDA_MAINENV}" | ||
RUN ./install_requirements.sh | ||
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COPY --exclude=.git --exclude=.github --link . /Infernos | ||
WORKDIR /Infernos |
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#!/bin/sh | ||
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set -e | ||
set -x | ||
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${APT_INSTALL} curl gpg | ||
curl https://repo.anaconda.com/pkgs/misc/gpgkeys/anaconda.asc | gpg --dearmor > /usr/share/keyrings/conda-archive-keyring.gpg | ||
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echo "deb [arch=amd64 signed-by=/usr/share/keyrings/conda-archive-keyring.gpg] https://repo.anaconda.com/pkgs/misc/debrepo/conda stable main" > /etc/apt/sources.list.d/conda.list | ||
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${APT_UPDATE} | ||
${APT_INSTALL} conda | ||
${APT_CLEAN} |
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#!/bin/sh | ||
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set -e | ||
set -x | ||
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PIP_INSTALL="${PYTHON_CMD} -m pip install" | ||
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${CONDA_ACTIVATE} | ||
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case "${INFER_HW}" in | ||
nvidia) | ||
;; | ||
intel) | ||
curl https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | \ | ||
gpg --dearmor --output /usr/share/keyrings/oneapi-archive-keyring.gpg | ||
echo "deb [signed-by=/usr/share/keyrings/oneapi-archive-keyring.gpg] https://apt.repos.intel.com/oneapi all main" | \ | ||
tee /etc/apt/sources.list.d/oneAPI.list | ||
${APT_UPDATE} | ||
${APT_INSTALL} libze1 ocl-icd-libopencl1 | ||
${APT_INSTALL} intel-oneapi-dpcpp-cpp-2024.1=2024.1.0-963 intel-oneapi-mkl-devel=2024.1.0-691 | ||
${PIP_INSTALL} torch==2.1.0.post2 torchvision==0.16.0.post2 torchaudio==2.1.0.post2 \ | ||
intel-extension-for-pytorch==2.1.30.post0 oneccl_bind_pt==2.1.300+xpu \ | ||
--extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/ | ||
find "/opt/conda/envs/${CONDA_MAINENV}/lib" -name libstdc++.so.6 -delete | ||
printf "/opt/intel/oneapi/mkl/2024.1/lib\n/opt/intel/oneapi/compiler/2024.1/lib\n" > \ | ||
/etc/ld.so.conf.d/zzz-intel-oneapi.conf | ||
ldconfig | ||
;; | ||
*) | ||
echo "Unknown INFER_HW: '${INFER_HW}'" >&2 | ||
false | ||
;; | ||
esac | ||
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apt-get autoremove -y | ||
${APT_CLEAN} | ||
rm -r ~/.cache | ||
mkdir ~/.cache |
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#!/bin/sh | ||
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set -e | ||
set -x | ||
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DEV_PKGS="gcc g++ libc6-dev cmake pkg-config make git patch" | ||
PIP_INSTALL="${PYTHON_CMD} -m pip install" | ||
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${APT_INSTALL} ${DEV_PKGS} | ||
${CONDA_ACTIVATE} | ||
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${PIP_INSTALL} -r requirements.txt | ||
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if [ "${INFER_HW}" = "intel" ] | ||
then | ||
patch -d "/opt/conda/envs/${CONDA_MAINENV}/lib/python${PYTHON_VER}/site-packages" \ | ||
-p2 -s < intel-ray.diff | ||
fi | ||
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apt-get remove -y ${DEV_PKGS} | ||
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if [ "${INFER_HW}" = "intel" ] | ||
then | ||
apt-mark manual intel-oneapi-dpcpp-cpp-2024.1 intel-oneapi-mkl-devel | ||
fi | ||
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apt-get autoremove -y | ||
${APT_CLEAN} | ||
rm -r ~/.cache | ||
mkdir ~/.cache |
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commit 85baaa1c10a957c747f54ec0705e6b7cbfa972d1 | ||
Author: Maksym Sobolyev <[email protected]> | ||
Date: Tue Mar 12 22:59:59 2024 -0700 | ||
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Hack on ipex. | ||
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diff --git a/python/ray/_private/workers/default_worker.py b/python/ray/_private/workers/default_worker.py | ||
index 4c2109831c..62115940d0 100644 | ||
--- a/python/ray/_private/workers/default_worker.py | ||
+++ b/python/ray/_private/workers/default_worker.py | ||
@@ -1,3 +1,6 @@ | ||
+try: import intel_extension_for_pytorch as ipex | ||
+except ModuleNotFoundError: ipex = None | ||
+ | ||
import os | ||
import argparse | ||
import base64 |
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#!/bin/sh | ||
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set -e | ||
set -x | ||
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. /opt/conda/etc/profile.d/conda.sh | ||
conda create -y --name "${CONDA_MAINENV}" python=${PYTHON_VER} | ||
conda activate "${CONDA_MAINENV}" | ||
conda install -y pip | ||
echo "/opt/conda/envs/${CONDA_MAINENV}/lib" > "/etc/ld.so.conf.d/zzz-conda-${CONDA_MAINENV}.conf" | ||
ldconfig | ||
rm -r /opt/conda/pkgs | ||
rm -r ~/.cache | ||
mkdir ~/.cache |