[Do not Merge] Test maxdiffusion workload on gpu runner #3230
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| # Copyright 2024 Google LLC | |
| # | |
| # Licensed under the Apache License, Version 2.0 (the "License"); | |
| # you may not use this file except in compliance with the License. | |
| # You may obtain a copy of the License at | |
| # | |
| # https://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software | |
| # distributed under the License is distributed on an "AS IS" BASIS, | |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| # See the License for the specific language governing permissions and | |
| # limitations under the License. | |
| # This workflow will install Python dependencies, run tests and lint with a variety of Python versions | |
| # For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python | |
| name: Unit Test | |
| on: | |
| pull_request: | |
| push: | |
| branches: [ "main" ] | |
| workflow_dispatch: | |
| jobs: | |
| # STAGE 1: PULL MAXDIFFUSION IMAGE AND RUN WORKLOAD | |
| maxdiffusion_workload: | |
| name: "Run MaxDiffusion Workload" | |
| # IMPORTANT: Replace with the label for your runner (e.g., v5p-8) | |
| runs-on: ["linux-x86-a2-48-a100-4gpu"] | |
| container: | |
| image: gcr.io/tpu-prod-env-multipod/maxdiffusion_stable_stack_candidate:latest | |
| steps: | |
| - name: Checkout Repository | |
| uses: actions/checkout@v4 | |
| - name: Run MaxDiffusion Training | |
| run: | | |
| # This command is adapted from your DAG for a single-slice configuration. | |
| JAX_PLATFORMS=tpu,cpu ENABLE_PJRT_COMPATIBILITY=true \ | |
| TPU_SLICE_BUILDER_DUMP_CHIP_FORCE=true TPU_SLICE_BUILDER_DUMP_ICI=true \ | |
| JAX_FORCE_TPU_INIT=true ENABLE_TPUNETD_CLIENT=true && \ | |
| pip install . && \ | |
| python src/maxdiffusion/train_sdxl.py src/maxdiffusion/configs/base_xl.yml \ | |
| pretrained_model_name_or_path=gs://maxdiffusion-github-runner-test-assets/checkpoints/models--stabilityai--stable-diffusion-xl-base-1.0 \ | |
| revision=refs/pr/95 \ | |
| activations_dtype=bfloat16 \ | |
| weights_dtype=bfloat16 \ | |
| dataset_name=gs://jfacevedo-maxdiffusion-v5p/pokemon-datasets/pokemon-gpt4-captions_sdxl \ | |
| resolution=1024 \ | |
| per_device_batch_size=1 \ | |
| jax_cache_dir=gs://jfacevedo-maxdiffusion/cache_dir/ \ | |
| max_train_steps=20 \ | |
| attention=flash \ | |
| enable_profiler=True \ | |
| run_name=1slice-maxdiffusion-stable-stack-${{ github.run_id }} \ | |
| output_dir=gs://your-output-bucket/maxdiffusion-jax-stable-stack/automated/${{ github.run_id }} | |
| # jobs: | |
| # build: | |
| # strategy: | |
| # fail-fast: false | |
| # matrix: | |
| # tpu-type: ["v5p-8"] | |
| # name: "TPU test (${{ matrix.tpu-type }})" | |
| # runs-on: ["self-hosted","${{ matrix.tpu-type }}"] | |
| # steps: | |
| # - uses: actions/checkout@v4 | |
| # - name: Set up Python 3.12 | |
| # uses: actions/setup-python@v5 | |
| # with: | |
| # python-version: '3.12' | |
| # - name: Install dependencies | |
| # run: | | |
| # pip install -e . | |
| # pip uninstall jax jaxlib libtpu-nightly libtpu -y | |
| # bash setup.sh MODE=stable | |
| # export PATH=$PATH:$HOME/.local/bin | |
| # pip install ruff | |
| # pip install isort | |
| # pip install pytest | |
| # - name: Analysing the code with ruff | |
| # run: | | |
| # ruff check . | |
| # - name: version check | |
| # run: | | |
| # python --version | |
| # pip show jax jaxlib flax transformers datasets tensorflow tensorflow_datasets | |
| # - name: PyTest | |
| # run: | #--deselect=src/maxdiffusion/tests/input_pipeline_interface_test.py | |
| # HF_HUB_CACHE=/mnt/disks/github-runner-disk/ HF_HOME=/mnt/disks/github-runner-disk/ TOKENIZERS_PARALLELISM=false python3 -m pytest --deselect=src/maxdiffusion/tests/ltx_transformer_step_test.py -x | |
| # add_pull_ready: | |
| # if: github.ref != 'refs/heads/main' | |
| # permissions: | |
| # checks: read | |
| # pull-requests: write | |
| # needs: build | |
| # uses: ./.github/workflows/AddLabel.yml |