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| name: Containerized Regression Tests | ||
|
|
||
| on: | ||
| pull_request: | ||
| branches: | ||
| - 'dev' | ||
|
|
||
| jobs: | ||
| build_and_push_jax_docker_image: | ||
| runs-on: self-hosted | ||
| steps: | ||
| - uses: actions/checkout@v2 | ||
| - name: Build and push docker images | ||
| run: | | ||
| GIT_BRANCH=${{ github.head_ref || github.ref_name }} | ||
| FRAMEWORK=jax | ||
| IMAGE_NAME="algoperf_${FRAMEWORK}_${GIT_BRANCH}" | ||
| cd $HOME/algorithmic-efficiency/docker | ||
| docker build --no-cache -t $IMAGE_NAME . --build-arg framework=$FRAMEWORK --build-arg branch=$GIT_BRANCH | ||
| BUILD_RETURN=$? | ||
| if [[ ${BUILD_RETURN} != 0 ]]; then exit ${BUILD_RETURN}; fi | ||
| docker tag $IMAGE_NAME us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/$IMAGE_NAME | ||
| docker push us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/$IMAGE_NAME | ||
| fastmri_jax: | ||
| runs-on: self-hosted | ||
| needs: build_and_push_jax_docker_image | ||
| steps: | ||
| - uses: actions/checkout@v2 | ||
| - name: Run containerized workload | ||
| run: | | ||
| docker pull us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} | ||
| docker run -v $HOME/data/:/data/ -v $HOME/experiment_runs/:/experiment_runs -v $HOME/experiment_runs/logs:/logs --gpus all --ipc=host us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} -d fastmri -f jax -s reference_algorithms/paper_baselines/shampoo/jax/submission.py -w fastmri -t reference_algorithms/paper_baselines/shampoo/tuning_search_space.json -e tests/regression_tests/shampoo -m 10 -c False -o True -r false | ||
| imagenet_resnet_jax: | ||
| runs-on: self-hosted | ||
| needs: build_and_push_jax_docker_image | ||
| steps: | ||
| - uses: actions/checkout@v2 | ||
| - name: Run containerized workload | ||
| run: | | ||
| docker pull us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} | ||
| docker run -v $HOME/data/:/data/ -v $HOME/experiment_runs/:/experiment_runs -v $HOME/experiment_runs/logs:/logs --gpus all --ipc=host us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} -d imagenet -f jax -s reference_algorithms/paper_baselines/shampoo/jax/submission.py -w imagenet_resnet -t reference_algorithms/paper_baselines/shampoo/tuning_search_space.json -e tests/regression_tests/shampoo -m 10 -c False -o True -r false | ||
| imagenet_vit_jax: | ||
| runs-on: self-hosted | ||
| needs: build_and_push_jax_docker_image | ||
| steps: | ||
| - uses: actions/checkout@v2 | ||
| - name: Run containerized workload | ||
| run: | | ||
| docker pull us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} | ||
| docker run -v $HOME/data/:/data/ -v $HOME/experiment_runs/:/experiment_runs -v $HOME/experiment_runs/logs:/logs --gpus all --ipc=host us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} -d imagenet -f jax -s reference_algorithms/paper_baselines/shampoo/jax/submission.py -w imagenet_vit -t reference_algorithms/paper_baselines/shampoo/tuning_search_space.json -e tests/regression_tests/shampoo -m 10 -c False -o True -r false | ||
| ogbg_jax: | ||
| runs-on: self-hosted | ||
| needs: build_and_push_jax_docker_image | ||
| steps: | ||
| - uses: actions/checkout@v2 | ||
| - name: Run containerized workload | ||
| run: | | ||
| docker pull us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} | ||
| docker run -v $HOME/data/:/data/ -v $HOME/experiment_runs/:/experiment_runs -v $HOME/experiment_runs/logs:/logs --gpus all --ipc=host us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} -d ogbg -f jax -s reference_algorithms/paper_baselines/shampoo/jax/submission.py -w ogbg -t reference_algorithms/paper_baselines/shampoo/tuning_search_space.json -e tests/regression_tests/shampoo -m 10 -c False -o True -r false | ||
| criteo_jax: | ||
| runs-on: self-hosted | ||
| needs: build_and_push_jax_docker_image | ||
| steps: | ||
| - uses: actions/checkout@v2 | ||
| - name: Run containerized workload | ||
| run: | | ||
| docker pull us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} | ||
| docker run -v $HOME/data/:/data/ -v $HOME/experiment_runs/:/experiment_runs -v $HOME/experiment_runs/logs:/logs --gpus all --ipc=host us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} -d criteo1tb -f jax -s reference_algorithms/paper_baselines/shampoo/jax/submission.py -w criteo1tb -t reference_algorithms/paper_baselines/shampoo/tuning_search_space.json -e tests/regression_tests/shampoo -m 10 -c False -o True -r false | ||
| librispeech_conformer_jax: | ||
| runs-on: self-hosted | ||
| needs: build_and_push_jax_docker_image | ||
| steps: | ||
| - uses: actions/checkout@v2 | ||
| - name: Run containerized workload | ||
| run: | | ||
| docker pull us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} | ||
| docker run -v $HOME/data/:/data/ -v $HOME/experiment_runs/:/experiment_runs -v $HOME/experiment_runs/logs:/logs --gpus all --ipc=host us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} -d librispeech -f jax -s reference_algorithms/paper_baselines/shampoo/jax/submission.py -w librispeech_conformer -t reference_algorithms/paper_baselines/shampoo/tuning_search_space.json -e tests/regression_tests/shampoo -m 10 -c False -o True -r false | ||
| librispeech_deepspeech_jax: | ||
| runs-on: self-hosted | ||
| needs: build_and_push_jax_docker_image | ||
| steps: | ||
| - uses: actions/checkout@v2 | ||
| - name: Run containerized workload | ||
| run: | | ||
| docker pull us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} | ||
| docker run -v $HOME/data/:/data/ -v $HOME/experiment_runs/:/experiment_runs -v $HOME/experiment_runs/logs:/logs --gpus all --ipc=host us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} -d librispeech -f jax -s reference_algorithms/paper_baselines/shampoo/jax/submission.py -w librispeech_deepspeech -t reference_algorithms/paper_baselines/shampoo/tuning_search_space.json -e tests/regression_tests/shampoo -m 10 -c False -o True -r false | ||
| wmt_jax: | ||
| runs-on: self-hosted | ||
| needs: build_and_push_jax_docker_image | ||
| steps: | ||
| - uses: actions/checkout@v2 | ||
| - name: Run containerized workload | ||
| run: | | ||
| docker pull us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} | ||
| docker run -v $HOME/data/:/data/ -v $HOME/experiment_runs/:/experiment_runs -v $HOME/experiment_runs/logs:/logs --gpus all --ipc=host us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ github.head_ref || github.ref_name }} -d wmt -f jax -s reference_algorithms/paper_baselines/shampoo/jax/submission.py -w wmt -t reference_algorithms/paper_baselines/shampoo/tuning_search_space.json -e tests/regression_tests/shampoo -m 10 -c False -o True -r false | ||