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Unverified Commit 2d71307d authored by Funtowicz Morgan's avatar Funtowicz Morgan Committed by GitHub
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Integrate AMD GPU in CI/CD environment (#26007) 



* Add a Dockerfile for PyTorch + ROCm based on official AMD released artifact

* Add a new artifact single-amdgpu testing on main

* Attempt to test the workflow without merging.

* Changed BERT to check if things are triggered

* Meet the dependencies graph on workflow

* Revert BERT changes

* Add check_runners_amdgpu to correctly mount and check availability

* Rename setup to setup_gpu for CUDA and add setup_amdgpu for AMD

* Fix all the needs.setup -> needs.setup_[gpu|amdgpu] dependencies

* Fix setup dependency graph to use check_runner_amdgpu

* Let's do the runner status check only on AMDGPU target

* Update the Dockerfile.amd to put ourselves in / rather than /var/lib

* Restore the whole setup for CUDA too.

* Let's redisable them

* Change BERT to trigger tests

* Restore BERT

* Add torchaudio with rocm 5.6 to AMD Dockerfile (#26050)

fix dockerfile
Co-authored-by: default avatarFelix Marty <felix@hf.co>

* Place AMD GPU ...
parent 37c205eb
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.github/workflows/build-docker-images.yml
View file @ 2d71307d
...@@ -34,19 +34,19 @@ jobs: ...@@ -34,19 +34,19 @@ jobs:
sudo du -sh /usr/share/ sudo du -sh /usr/share/
- -
name: Set up Docker Buildx name: Set up Docker Buildx
uses: docker/setup-buildx-action@v2 uses: docker/setup-buildx-action@v3
- -
name: Check out code name: Check out code
uses: actions/checkout@v3 uses: actions/checkout@v3
- -
name: Login to DockerHub name: Login to DockerHub
uses: docker/login-action@v2 uses: docker/login-action@v3
with: with:
username: ${{ secrets.DOCKERHUB_USERNAME }} username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_PASSWORD }} password: ${{ secrets.DOCKERHUB_PASSWORD }}
- -
name: Build and push name: Build and push
uses: docker/build-push-action@v3 uses: docker/build-push-action@v5
with: with:
context: ./docker/transformers-all-latest-gpu context: ./docker/transformers-all-latest-gpu
build-args: | build-args: |
...@@ -59,7 +59,7 @@ jobs: ...@@ -59,7 +59,7 @@ jobs:
# This condition allows `schedule` events, or `push` events that trigger this workflow NOT via `workflow_call`. # This condition allows `schedule` events, or `push` events that trigger this workflow NOT via `workflow_call`.
# The later case is useful for manual image building for debugging purpose. Use another tag in this case! # The later case is useful for manual image building for debugging purpose. Use another tag in this case!
if: inputs.image_postfix != '-push-ci' if: inputs.image_postfix != '-push-ci'
uses: docker/build-push-action@v3 uses: docker/build-push-action@v5
with: with:
context: ./docker/transformers-all-latest-gpu context: ./docker/transformers-all-latest-gpu
build-args: | build-args: |
...@@ -83,19 +83,19 @@ jobs: ...@@ -83,19 +83,19 @@ jobs:
sudo du -sh /usr/share/ sudo du -sh /usr/share/
- -
name: Set up Docker Buildx name: Set up Docker Buildx
uses: docker/setup-buildx-action@v2 uses: docker/setup-buildx-action@v3
- -
name: Check out code name: Check out code
uses: actions/checkout@v3 uses: actions/checkout@v3
- -
name: Login to DockerHub name: Login to DockerHub
uses: docker/login-action@v2 uses: docker/login-action@v3
with: with:
username: ${{ secrets.DOCKERHUB_USERNAME }} username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_PASSWORD }} password: ${{ secrets.DOCKERHUB_PASSWORD }}
- -
name: Build and push name: Build and push
uses: docker/build-push-action@v3 uses: docker/build-push-action@v5
with: with:
context: ./docker/transformers-pytorch-deepspeed-latest-gpu context: ./docker/transformers-pytorch-deepspeed-latest-gpu
build-args: | build-args: |
...@@ -120,13 +120,13 @@ jobs: ...@@ -120,13 +120,13 @@ jobs:
sudo du -sh /usr/share/ sudo du -sh /usr/share/
- -
name: Set up Docker Buildx name: Set up Docker Buildx
uses: docker/setup-buildx-action@v2 uses: docker/setup-buildx-action@v3
- -
name: Check out code name: Check out code
uses: actions/checkout@v3 uses: actions/checkout@v3
- -
name: Login to DockerHub name: Login to DockerHub
uses: docker/login-action@v2 uses: docker/login-action@v3
with: with:
username: ${{ secrets.DOCKERHUB_USERNAME }} username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_PASSWORD }} password: ${{ secrets.DOCKERHUB_PASSWORD }}
...@@ -136,7 +136,7 @@ jobs: ...@@ -136,7 +136,7 @@ jobs:
# This condition allows `schedule` events, or `push` events that trigger this workflow NOT via `workflow_call`. # This condition allows `schedule` events, or `push` events that trigger this workflow NOT via `workflow_call`.
# The later case is useful for manual image building for debugging purpose. Use another tag in this case! # The later case is useful for manual image building for debugging purpose. Use another tag in this case!
if: inputs.image_postfix != '-push-ci' if: inputs.image_postfix != '-push-ci'
uses: docker/build-push-action@v3 uses: docker/build-push-action@v5
with: with:
context: ./docker/transformers-pytorch-deepspeed-latest-gpu context: ./docker/transformers-pytorch-deepspeed-latest-gpu
build-args: | build-args: |
...@@ -152,19 +152,19 @@ jobs: ...@@ -152,19 +152,19 @@ jobs:
steps: steps:
- -
name: Set up Docker Buildx name: Set up Docker Buildx
uses: docker/setup-buildx-action@v2 uses: docker/setup-buildx-action@v3
- -
name: Check out code name: Check out code
uses: actions/checkout@v3 uses: actions/checkout@v3
- -
name: Login to DockerHub name: Login to DockerHub
uses: docker/login-action@v2 uses: docker/login-action@v3
with: with:
username: ${{ secrets.DOCKERHUB_USERNAME }} username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_PASSWORD }} password: ${{ secrets.DOCKERHUB_PASSWORD }}
- -
name: Build and push name: Build and push
uses: docker/build-push-action@v3 uses: docker/build-push-action@v5
with: with:
context: ./docker/transformers-doc-builder context: ./docker/transformers-doc-builder
push: true push: true
...@@ -188,19 +188,19 @@ jobs: ...@@ -188,19 +188,19 @@ jobs:
sudo du -sh /usr/share/ sudo du -sh /usr/share/
- -
name: Set up Docker Buildx name: Set up Docker Buildx
uses: docker/setup-buildx-action@v2 uses: docker/setup-buildx-action@v3
- -
name: Check out code name: Check out code
uses: actions/checkout@v3 uses: actions/checkout@v3
- -
name: Login to DockerHub name: Login to DockerHub
uses: docker/login-action@v2 uses: docker/login-action@v3
with: with:
username: ${{ secrets.DOCKERHUB_USERNAME }} username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_PASSWORD }} password: ${{ secrets.DOCKERHUB_PASSWORD }}
- -
name: Build and push name: Build and push
uses: docker/build-push-action@v3 uses: docker/build-push-action@v5
with: with:
context: ./docker/transformers-pytorch-gpu context: ./docker/transformers-pytorch-gpu
build-args: | build-args: |
...@@ -208,6 +208,41 @@ jobs: ...@@ -208,6 +208,41 @@ jobs:
push: true push: true
tags: huggingface/transformers-pytorch-gpu tags: huggingface/transformers-pytorch-gpu
latest-pytorch-amd:
name: "Latest PyTorch (AMD) [dev]"
runs-on: [self-hosted, docker-gpu, amd-gpu, single-gpu, mi210]
steps:
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v3
- name: Check out code
uses: actions/checkout@v3
- name: Login to DockerHub
uses: docker/login-action@v3
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_PASSWORD }}
- name: Build and push
uses: docker/build-push-action@v5
with:
context: ./docker/transformers-pytorch-amd-gpu
build-args: |
REF=main
push: true
tags: huggingface/transformers-pytorch-amd-gpu${{ inputs.image_postfix }}
# Push CI images still need to be re-built daily
-
name: Build and push (for Push CI) in a daily basis
# This condition allows `schedule` events, or `push` events that trigger this workflow NOT via `workflow_call`.
# The later case is useful for manual image building for debugging purpose. Use another tag in this case!
if: inputs.image_postfix != '-push-ci'
uses: docker/build-push-action@v5
with:
context: ./docker/transformers-pytorch-amd-gpu
build-args: |
REF=main
push: true
tags: huggingface/transformers-pytorch-amd-gpu-push-ci
latest-tensorflow: latest-tensorflow:
name: "Latest TensorFlow [dev]" name: "Latest TensorFlow [dev]"
# Push CI doesn't need this image # Push CI doesn't need this image
...@@ -216,19 +251,19 @@ jobs: ...@@ -216,19 +251,19 @@ jobs:
steps: steps:
- -
name: Set up Docker Buildx name: Set up Docker Buildx
uses: docker/setup-buildx-action@v2 uses: docker/setup-buildx-action@v3
- -
name: Check out code name: Check out code
uses: actions/checkout@v3 uses: actions/checkout@v3
- -
name: Login to DockerHub name: Login to DockerHub
uses: docker/login-action@v2 uses: docker/login-action@v3
with: with:
username: ${{ secrets.DOCKERHUB_USERNAME }} username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_PASSWORD }} password: ${{ secrets.DOCKERHUB_PASSWORD }}
- -
name: Build and push name: Build and push
uses: docker/build-push-action@v3 uses: docker/build-push-action@v5
with: with:
context: ./docker/transformers-tensorflow-gpu context: ./docker/transformers-tensorflow-gpu
build-args: | build-args: |
......
.github/workflows/self-push-amd.yml 0 → 100644
View file @ 2d71307d
name: Self-hosted runner AMD GPU (push)
on:
workflow_run:
workflows: ["Self-hosted runner (push-caller)"]
branches: ["main"]
types: [completed]
push:
branches:
- ci_*
- ci-*
paths:
- "src/**"
- "tests/**"
- ".github/**"
- "templates/**"
- "utils/**"
repository_dispatch:
env:
HF_HOME: /mnt/cache
TRANSFORMERS_IS_CI: yes
OMP_NUM_THREADS: 8
MKL_NUM_THREADS: 8
PYTEST_TIMEOUT: 60
TF_FORCE_GPU_ALLOW_GROWTH: true
RUN_PT_TF_CROSS_TESTS: 1
jobs:
check_runner_status:
name: Check Runner Status
runs-on: ubuntu-latest
steps:
- name: Checkout transformers
uses: actions/checkout@v3
with:
fetch-depth: 2
- name: Check Runner Status
run: python utils/check_self_hosted_runner.py --target_runners amd-mi210-single-gpu-ci-runner-docker --token ${{ secrets.ACCESS_REPO_INFO_TOKEN }}
check_runners:
name: Check Runners
needs: check_runner_status
strategy:
matrix:
machine_type: [single-gpu]
runs-on: [self-hosted, docker-gpu, amd-gpu, '${{ matrix.machine_type }}', mi210]
container:
# --device /dev/dri/renderD128 == AMDGPU:0 (indexing for AMDGPU starts at 128 ...)
image: huggingface/transformers-pytorch-amd-gpu-push-ci # <--- We test only for PyTorch for now
options: --device /dev/kfd --device /dev/dri/renderD128 --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
steps:
- name: ROCM-SMI
run: |
rocm-smi
setup_gpu:
name: Setup
needs: check_runners
strategy:
matrix:
machine_type: [single-gpu]
runs-on: [self-hosted, docker-gpu, amd-gpu, '${{ matrix.machine_type }}', mi210]
container:
# --device /dev/dri/renderD128 == AMDGPU:0 (indexing for AMDGPU starts at 128 ...)
image: huggingface/transformers-pytorch-amd-gpu-push-ci # <--- We test only for PyTorch for now
options: --device /dev/kfd --device /dev/dri/renderD128 --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
outputs:
matrix: ${{ steps.set-matrix.outputs.matrix }}
test_map: ${{ steps.set-matrix.outputs.test_map }}
steps:
# Necessary to get the correct branch name and commit SHA for `workflow_run` event
# We also take into account the `push` event (we might want to test some changes in a branch)
- name: Prepare custom environment variables
shell: bash
# `CI_BRANCH_PUSH`: The branch name from the push event
# `CI_BRANCH_WORKFLOW_RUN`: The name of the branch on which this workflow is triggered by `workflow_run` event
# `CI_BRANCH`: The non-empty branch name from the above two (one and only one of them is empty)
# `CI_SHA_PUSH`: The commit SHA from the push event
# `CI_SHA_WORKFLOW_RUN`: The commit SHA that triggers this workflow by `workflow_run` event
# `CI_SHA`: The non-empty commit SHA from the above two (one and only one of them is empty)
run: |
CI_BRANCH_PUSH=${{ github.event.ref }}
CI_BRANCH_PUSH=${CI_BRANCH_PUSH/'refs/heads/'/''}
CI_BRANCH_WORKFLOW_RUN=${{ github.event.workflow_run.head_branch }}
CI_SHA_PUSH=${{ github.event.head_commit.id }}
CI_SHA_WORKFLOW_RUN=${{ github.event.workflow_run.head_sha }}
echo $CI_BRANCH_PUSH
echo $CI_BRANCH_WORKFLOW_RUN
echo $CI_SHA_PUSH
echo $CI_SHA_WORKFLOW_RUN
[[ ! -z "$CI_BRANCH_PUSH" ]] && echo "CI_BRANCH=$CI_BRANCH_PUSH" >> $GITHUB_ENV || echo "CI_BRANCH=$CI_BRANCH_WORKFLOW_RUN" >> $GITHUB_ENV
[[ ! -z "$CI_SHA_PUSH" ]] && echo "CI_SHA=$CI_SHA_PUSH" >> $GITHUB_ENV || echo "CI_SHA=$CI_SHA_WORKFLOW_RUN" >> $GITHUB_ENV
- name: print environment variables
run: |
echo "env.CI_BRANCH = ${{ env.CI_BRANCH }}"
echo "env.CI_SHA = ${{ env.CI_SHA }}"
- name: Update clone using environment variables
working-directory: /transformers
run: |
echo "original branch = $(git branch --show-current)"
git fetch && git checkout ${{ env.CI_BRANCH }}
echo "updated branch = $(git branch --show-current)"
git checkout ${{ env.CI_SHA }}
echo "log = $(git log -n 1)"
- name: Cleanup
working-directory: /transformers
run: |
rm -rf tests/__pycache__
rm -rf tests/models/__pycache__
rm -rf reports
- name: Show installed libraries and their versions
working-directory: /transformers
run: pip freeze
- name: Fetch the tests to run
working-directory: /transformers
# TODO: add `git-python` in the docker images
run: |
pip install --upgrade git-python
python3 utils/tests_fetcher.py --diff_with_last_commit | tee test_preparation.txt
- name: Report fetched tests
uses: actions/upload-artifact@v3
with:
name: test_fetched
path: /transformers/test_preparation.txt
- id: set-matrix
name: Organize tests into models
working-directory: /transformers
# The `keys` is used as GitHub actions matrix for jobs, i.e. `models/bert`, `tokenization`, `pipeline`, etc.
# The `test_map` is used to get the actual identified test files under each key.
# If no test to run (so no `test_map.json` file), create a dummy map (empty matrix will fail)
run: |
if [ -f test_map.json ]; then
keys=$(python3 -c 'import json; fp = open("test_map.json"); test_map = json.load(fp); fp.close(); d = list(test_map.keys()); print(d)')
test_map=$(python3 -c 'import json; fp = open("test_map.json"); test_map = json.load(fp); fp.close(); print(test_map)')
else
keys=$(python3 -c 'keys = ["dummy"]; print(keys)')
test_map=$(python3 -c 'test_map = {"dummy": []}; print(test_map)')
fi
echo $keys
echo $test_map
echo "matrix=$keys" >> $GITHUB_OUTPUT
echo "test_map=$test_map" >> $GITHUB_OUTPUT
run_tests_single_gpu:
name: Model tests
needs: setup_gpu
# `dummy` means there is no test to run
if: contains(fromJson(needs.setup_gpu.outputs.matrix), 'dummy') != true
strategy:
fail-fast: false
matrix:
folders: ${{ fromJson(needs.setup_gpu.outputs.matrix) }}
machine_type: [single-gpu]
runs-on: [self-hosted, docker-gpu, amd-gpu, '${{ matrix.machine_type }}', mi210]
container:
# --device /dev/dri/renderD128 == AMDGPU:0 (indexing for AMDGPU starts at 128 ...)
image: huggingface/transformers-pytorch-amd-gpu-push-ci # <--- We test only for PyTorch for now
options: --device /dev/kfd --device /dev/dri/renderD128 --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
steps:
# Necessary to get the correct branch name and commit SHA for `workflow_run` event
# We also take into account the `push` event (we might want to test some changes in a branch)
- name: Prepare custom environment variables
shell: bash
# For the meaning of these environment variables, see the job `Setup`
run: |
CI_BRANCH_PUSH=${{ github.event.ref }}
CI_BRANCH_PUSH=${CI_BRANCH_PUSH/'refs/heads/'/''}
CI_BRANCH_WORKFLOW_RUN=${{ github.event.workflow_run.head_branch }}
CI_SHA_PUSH=${{ github.event.head_commit.id }}
CI_SHA_WORKFLOW_RUN=${{ github.event.workflow_run.head_sha }}
echo $CI_BRANCH_PUSH
echo $CI_BRANCH_WORKFLOW_RUN
echo $CI_SHA_PUSH
echo $CI_SHA_WORKFLOW_RUN
[[ ! -z "$CI_BRANCH_PUSH" ]] && echo "CI_BRANCH=$CI_BRANCH_PUSH" >> $GITHUB_ENV || echo "CI_BRANCH=$CI_BRANCH_WORKFLOW_RUN" >> $GITHUB_ENV
[[ ! -z "$CI_SHA_PUSH" ]] && echo "CI_SHA=$CI_SHA_PUSH" >> $GITHUB_ENV || echo "CI_SHA=$CI_SHA_WORKFLOW_RUN" >> $GITHUB_ENV
- name: print environment variables
run: |
echo "env.CI_BRANCH = ${{ env.CI_BRANCH }}"
echo "env.CI_SHA = ${{ env.CI_SHA }}"
- name: Update clone using environment variables
working-directory: /transformers
run: |
echo "original branch = $(git branch --show-current)"
git fetch && git checkout ${{ env.CI_BRANCH }}
echo "updated branch = $(git branch --show-current)"
git checkout ${{ env.CI_SHA }}
echo "log = $(git log -n 1)"
- name: Reinstall transformers in edit mode (remove the one installed during docker image build)
working-directory: /transformers
run: python3 -m pip uninstall -y transformers && python3 -m pip install -e .
- name: Echo folder ${{ matrix.folders }}
shell: bash
# For folders like `models/bert`, set an env. var. (`matrix_folders`) to `models_bert`, which will be used to
# set the artifact folder names (because the character `/` is not allowed).
run: |
echo "${{ matrix.folders }}"
echo "${{ fromJson(needs.setup_gpu.outputs.test_map)[matrix.folders] }}"
matrix_folders=${{ matrix.folders }}
matrix_folders=${matrix_folders/'models/'/'models_'}
echo "$matrix_folders"
echo "matrix_folders=$matrix_folders" >> $GITHUB_ENV
- name: ROCM-SMI
run: |
rocm-smi
- name: Environment
working-directory: /transformers
run: |
python3 utils/print_env.py
- name: Show installed libraries and their versions
working-directory: /transformers
run: pip freeze
- name: Run all non-slow selected tests on GPU
working-directory: /transformers
run: |
python3 -m pytest -n 2 --dist=loadfile -v --make-reports=${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }} ${{ fromJson(needs.setup_gpu.outputs.test_map)[matrix.folders] }}
- name: Failure short reports
if: ${{ failure() }}
continue-on-error: true
run: cat /transformers/reports/${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }}/failures_short.txt
- name: Test suite reports artifacts
if: ${{ always() }}
uses: actions/upload-artifact@v3
with:
name: ${{ matrix.machine_type }}_run_all_tests_gpu_${{ env.matrix_folders }}_test_reports
path: /transformers/reports/${{ matrix.machine_type }}_tests_gpu_${{ matrix.folders }}
send_results:
name: Send results to webhook
runs-on: ubuntu-latest
if: always()
needs: [
check_runner_status,
check_runners,
setup_gpu,
run_tests_single_gpu,
# run_tests_multi_gpu,
# run_tests_torch_cuda_extensions_single_gpu,
# run_tests_torch_cuda_extensions_multi_gpu
]
steps:
- name: Preliminary job status
shell: bash
# For the meaning of these environment variables, see the job `Setup`
run: |
echo "Runner availability: ${{ needs.check_runner_status.result }}"
echo "Setup status: ${{ needs.setup_gpu.result }}"
echo "Runner status: ${{ needs.check_runners.result }}"
# Necessary to get the correct branch name and commit SHA for `workflow_run` event
# We also take into account the `push` event (we might want to test some changes in a branch)
- name: Prepare custom environment variables
shell: bash
# For the meaning of these environment variables, see the job `Setup`
run: |
CI_BRANCH_PUSH=${{ github.event.ref }}
CI_BRANCH_PUSH=${CI_BRANCH_PUSH/'refs/heads/'/''}
CI_BRANCH_WORKFLOW_RUN=${{ github.event.workflow_run.head_branch }}
CI_SHA_PUSH=${{ github.event.head_commit.id }}
CI_SHA_WORKFLOW_RUN=${{ github.event.workflow_run.head_sha }}
echo $CI_BRANCH_PUSH
echo $CI_BRANCH_WORKFLOW_RUN
echo $CI_SHA_PUSH
echo $CI_SHA_WORKFLOW_RUN
[[ ! -z "$CI_BRANCH_PUSH" ]] && echo "CI_BRANCH=$CI_BRANCH_PUSH" >> $GITHUB_ENV || echo "CI_BRANCH=$CI_BRANCH_WORKFLOW_RUN" >> $GITHUB_ENV
[[ ! -z "$CI_SHA_PUSH" ]] && echo "CI_SHA=$CI_SHA_PUSH" >> $GITHUB_ENV || echo "CI_SHA=$CI_SHA_WORKFLOW_RUN" >> $GITHUB_ENV
- name: print environment variables
run: |
echo "env.CI_BRANCH = ${{ env.CI_BRANCH }}"
echo "env.CI_SHA = ${{ env.CI_SHA }}"
- uses: actions/checkout@v3
# To avoid failure when multiple commits are merged into `main` in a short period of time.
# Checking out to an old commit beyond the fetch depth will get an error `fatal: reference is not a tree: ...
# (Only required for `workflow_run` event, where we get the latest HEAD on `main` instead of the event commit)
with:
fetch-depth: 20
- name: Update clone using environment variables
run: |
echo "original branch = $(git branch --show-current)"
git fetch && git checkout ${{ env.CI_BRANCH }}
echo "updated branch = $(git branch --show-current)"
git checkout ${{ env.CI_SHA }}
echo "log = $(git log -n 1)"
- uses: actions/download-artifact@v3
- name: Send message to Slack
env:
CI_SLACK_BOT_TOKEN: ${{ secrets.CI_SLACK_BOT_TOKEN }}
CI_SLACK_CHANNEL_ID: ${{ secrets.CI_SLACK_CHANNEL_ID }}
CI_SLACK_CHANNEL_ID_DAILY: ${{ secrets.CI_SLACK_CHANNEL_ID_DAILY }}
CI_SLACK_CHANNEL_ID_AMD: ${{ secrets.CI_SLACK_CHANNEL_ID_AMD }}
CI_SLACK_CHANNEL_DUMMY_TESTS: ${{ secrets.CI_SLACK_CHANNEL_DUMMY_TESTS }}
CI_SLACK_REPORT_CHANNEL_ID: ${{ secrets.CI_SLACK_CHANNEL_ID_AMD }}
ACCESS_REPO_INFO_TOKEN: ${{ secrets.ACCESS_REPO_INFO_TOKEN }}
CI_EVENT: push
CI_TITLE_PUSH: ${{ github.event.head_commit.message }}
CI_TITLE_WORKFLOW_RUN: ${{ github.event.workflow_run.head_commit.message }}
CI_SHA: ${{ env.CI_SHA }}
RUNNER_STATUS: ${{ needs.check_runner_status.result }}
RUNNER_ENV_STATUS: ${{ needs.check_runners.result }}
SETUP_STATUS: ${{ needs.setup_gpu.result }}
# We pass `needs.setup_gpu.outputs.matrix` as the argument. A processing in `notification_service.py` to change
# `models/bert` to `models_bert` is required, as the artifact names use `_` instead of `/`.
run: |
pip install slack_sdk
pip show slack_sdk
python utils/notification_service.py "${{ needs.setup_gpu.outputs.matrix }}"
docker/transformers-pytorch-amd-gpu/Dockerfile 0 → 100644
View file @ 2d71307d
FROM rocm/pytorch:rocm5.6_ubuntu20.04_py3.8_pytorch_2.0.1
LABEL maintainer="Hugging Face"
ARG DEBIAN_FRONTEND=noninteractive
RUN apt update && \
apt install -y --no-install-recommends git libsndfile1-dev tesseract-ocr espeak-ng python3 python3-pip ffmpeg && \
apt clean && \
rm -rf /var/lib/apt/lists/*
RUN python3 -m pip install --no-cache-dir --upgrade pip setuptools ninja git+https://github.com/facebookresearch/detectron2.git pytesseract "itsdangerous<2.1.0"
# If set to nothing, will install the latest version
ARG PYTORCH='2.0.1'
ARG TORCH_VISION='0.15.2'
ARG TORCH_AUDIO='2.0.2'
ARG ROCM='5.6'
RUN git clone --depth 1 --branch v$TORCH_AUDIO https://github.com/pytorch/audio.git
RUN cd audio && USE_ROCM=1 USE_CUDA=0 python setup.py install
ARG REF=main
WORKDIR /
RUN git clone https://github.com/huggingface/transformers && cd transformers && git checkout $REF
RUN python3 -m pip install --no-cache-dir -e ./transformers[dev-torch,testing,video]
RUN python3 -m pip uninstall -y tensorflow flax
# When installing in editable mode, `transformers` is not recognized as a package.
# this line must be added in order for python to be aware of transformers.
RUN cd transformers && python3 setup.py develop
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