BNB from source self-hosted runner with slow tests (scheduled) #355
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| name: BNB from source self-hosted runner with slow tests (scheduled) | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| - cron: "0 2 * * *" | |
| env: | |
| RUN_SLOW: "yes" | |
| IS_GITHUB_CI: "1" | |
| # To be able to run tests on CUDA 12.2 | |
| NVIDIA_DISABLE_REQUIRE: "1" | |
| SLACK_API_TOKEN: ${{ secrets.SLACK_API_TOKEN }} | |
| jobs: | |
| run_all_tests_single_gpu: | |
| timeout-minutes: 60 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| docker-image-name: ["huggingface/peft-gpu-bnb-source:latest", "huggingface/peft-gpu-bnb-latest:latest", "huggingface/peft-gpu-bnb-multi-source:latest"] | |
| runs-on: | |
| group: aws-g6-4xlarge-plus | |
| env: | |
| CUDA_VISIBLE_DEVICES: "0" | |
| TEST_TYPE: "single_gpu_${{ matrix.docker-image-name }}" | |
| container: | |
| image: ${{ matrix.docker-image-name }} | |
| options: --gpus all --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/ | |
| defaults: | |
| run: | |
| shell: bash | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Pip install | |
| run: | | |
| source activate peft | |
| pip install -e . --no-deps | |
| pip install pytest-reportlog pytest-cov parameterized datasets scipy einops | |
| pip install "pytest>=7.2.0,<8.0.0" # see: https://github.com/huggingface/transformers/blob/ce4fff0be7f6464d713f7ac3e0bbaafbc6959ae5/setup.py#L148C6-L148C26 | |
| mkdir transformers-clone && git clone https://github.com/huggingface/transformers.git transformers-clone # rename to transformers clone to avoid modules conflict | |
| if [ "${{ matrix.docker-image-name }}" == "huggingface/peft-gpu-bnb-latest:latest" ]; then | |
| cd transformers-clone | |
| transformers_version=$(pip show transformers | grep '^Version:' | cut -d ' ' -f2 | sed 's/\.dev0//') | |
| echo "Checking out tag for Transformers version: v$transformers_version" | |
| git fetch --tags | |
| git checkout tags/v$transformers_version | |
| cd .. | |
| fi | |
| - name: Test bnb import | |
| id: import | |
| if: always() | |
| run: | | |
| source activate peft | |
| python3 -m bitsandbytes | |
| python3 -c "import bitsandbytes as bnb" | |
| - name: Post to Slack | |
| if: always() | |
| uses: huggingface/hf-workflows/.github/actions/post-slack@main | |
| with: | |
| slack_channel: ${{ secrets.BNB_SLACK_CHANNEL_ID }} | |
| title: 🤗 Results of bitsandbytes import | |
| status: ${{ steps.import.outcome }} | |
| slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }} | |
| - name: Run examples on single GPU | |
| id: examples_tests | |
| if: always() | |
| run: | | |
| source activate peft | |
| make tests_examples_single_gpu_bnb | |
| - name: Post to Slack | |
| if: always() | |
| uses: huggingface/hf-workflows/.github/actions/post-slack@main | |
| with: | |
| slack_channel: ${{ secrets.BNB_SLACK_CHANNEL_ID }} | |
| title: 🤗 Results of bitsandbytes examples tests - single GPU | |
| status: ${{ steps.examples_tests.outcome }} | |
| slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }} | |
| - name: Run core tests on single GPU | |
| id: core_tests | |
| if: always() | |
| run: | | |
| source activate peft | |
| make tests_core_single_gpu_bnb | |
| - name: Post to Slack | |
| if: always() | |
| uses: huggingface/hf-workflows/.github/actions/post-slack@main | |
| with: | |
| slack_channel: ${{ secrets.BNB_SLACK_CHANNEL_ID }} | |
| title: 🤗 Results of bitsandbytes core tests - single GPU | |
| status: ${{ steps.core_tests.outcome }} | |
| slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }} | |
| # TODO: this is a test to see if BNB multi-backend single-GPU tests succeed w/o regression tests | |
| # - name: Run BNB regression tests on single GPU | |
| # id: regression_tests | |
| # if: always() | |
| # run: | | |
| # source activate peft | |
| # make tests_gpu_bnb_regression | |
| # - name: Post to Slack | |
| # if: always() | |
| # uses: huggingface/hf-workflows/.github/actions/post-slack@main | |
| # with: | |
| # slack_channel: ${{ secrets.BNB_SLACK_CHANNEL_ID }} | |
| # title: 🤗 Results of bitsandbytes regression tests - single GPU | |
| # status: ${{ steps.regression_tests.outcome }} | |
| # slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }} | |
| - name: Run transformers tests on single GPU | |
| id: transformers_tests | |
| if: always() | |
| run: | | |
| source activate peft | |
| make transformers_tests | |
| - name: Post to Slack | |
| if: always() | |
| uses: huggingface/hf-workflows/.github/actions/post-slack@main | |
| with: | |
| slack_channel: ${{ secrets.BNB_SLACK_CHANNEL_ID }} | |
| title: 🤗 Results of bitsandbytes transformers tests - single GPU | |
| status: ${{ steps.transformers_tests.outcome }} | |
| slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }} | |
| - name: Generate Report | |
| if: always() | |
| run: | | |
| pip install slack_sdk tabulate | |
| python scripts/log_reports.py --slack_channel_name bnb-daily-ci-collab >> $GITHUB_STEP_SUMMARY | |
| run_all_tests_multi_gpu: | |
| timeout-minutes: 60 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| docker-image-name: ["huggingface/peft-gpu-bnb-source:latest", "huggingface/peft-gpu-bnb-latest:latest", "huggingface/peft-gpu-bnb-multi-source:latest"] | |
| runs-on: | |
| group: aws-g6-12xlarge-plus | |
| env: | |
| CUDA_VISIBLE_DEVICES: "0,1" | |
| TEST_TYPE: "multi_gpu_${{ matrix.docker-image-name }}" | |
| container: | |
| image: ${{ matrix.docker-image-name }} | |
| options: --gpus all --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/ | |
| defaults: | |
| run: | |
| shell: bash | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Pip install | |
| run: | | |
| source activate peft | |
| pip install -e . --no-deps | |
| pip install pytest-reportlog pytest-cov parameterized datasets scipy einops | |
| pip install "pytest>=7.2.0,<8.0.0" # see: https://github.com/huggingface/transformers/blob/ce4fff0be7f6464d713f7ac3e0bbaafbc6959ae5/setup.py#L148C6-L148C26 | |
| mkdir transformers-clone && git clone https://github.com/huggingface/transformers.git transformers-clone | |
| if [ "${{ matrix.docker-image-name }}" == "huggingface/peft-gpu-bnb-latest:latest" ]; then | |
| cd transformers-clone | |
| transformers_version=$(pip show transformers | grep '^Version:' | cut -d ' ' -f2 | sed 's/\.dev0//') | |
| echo "Checking out tag for Transformers version: v$transformers_version" | |
| git fetch --tags | |
| git checkout tags/v$transformers_version | |
| cd .. | |
| fi | |
| - name: Test bnb import | |
| id: import | |
| if: always() | |
| run: | | |
| source activate peft | |
| python3 -m bitsandbytes | |
| python3 -c "import bitsandbytes as bnb" | |
| - name: Post to Slack | |
| if: always() | |
| uses: huggingface/hf-workflows/.github/actions/post-slack@main | |
| with: | |
| slack_channel: ${{ secrets.BNB_SLACK_CHANNEL_ID }} | |
| title: 🤗 Results of bitsandbytes import | |
| status: ${{ steps.import.outcome }} | |
| slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }} | |
| - name: Run core GPU tests on multi-gpu | |
| if: always() | |
| run: | | |
| source activate peft | |
| - name: Run examples on multi GPU | |
| id: examples_tests | |
| if: always() | |
| run: | | |
| source activate peft | |
| make tests_examples_multi_gpu_bnb | |
| - name: Post to Slack | |
| if: always() | |
| uses: huggingface/hf-workflows/.github/actions/post-slack@main | |
| with: | |
| slack_channel: ${{ secrets.BNB_SLACK_CHANNEL_ID }} | |
| title: 🤗 Results of bitsandbytes examples tests - multi GPU | |
| status: ${{ steps.examples_tests.outcome }} | |
| slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }} | |
| - name: Run core tests on multi GPU | |
| id: core_tests | |
| if: always() | |
| run: | | |
| source activate peft | |
| make tests_core_multi_gpu_bnb | |
| - name: Post to Slack | |
| if: always() | |
| uses: huggingface/hf-workflows/.github/actions/post-slack@main | |
| with: | |
| slack_channel: ${{ secrets.BNB_SLACK_CHANNEL_ID }} | |
| title: 🤗 Results of bitsandbytes core tests - multi GPU | |
| status: ${{ steps.core_tests.outcome }} | |
| slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }} | |
| - name: Run transformers tests on multi GPU | |
| id: transformers_tests | |
| if: always() | |
| run: | | |
| source activate peft | |
| make transformers_tests | |
| - name: Post to Slack | |
| if: always() | |
| uses: huggingface/hf-workflows/.github/actions/post-slack@main | |
| with: | |
| slack_channel: ${{ secrets.BNB_SLACK_CHANNEL_ID }} | |
| title: 🤗 Results of bitsandbytes transformers tests - multi GPU | |
| status: ${{ steps.transformers_tests.outcome }} | |
| slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }} | |
| - name: Generate Report | |
| if: always() | |
| run: | | |
| pip install slack_sdk tabulate | |
| python scripts/log_reports.py --slack_channel_name bnb-daily-ci-collab >> $GITHUB_STEP_SUMMARY |