add dataset and steps defaults for workloads #358
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| name: Containerized Regression Tests for Workload Variants | ||
| on: | ||
| pull_request: | ||
| branches: | ||
| - 'main' | ||
| 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/$IMAGE_NAME | ||
| build_and_push_pytorch_docker_image: | ||
| runs-on: self-hosted | ||
| steps: | ||
| - uses: actions/checkout@v2 | ||
| - name: Build and push docker images | ||
| run: | | ||
| GIT_BRANCH=${{ github.head_ref || github.ref_name }} | ||
| FRAMEWORK=pytorch | ||
| 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/$IMAGE_NAME | ||
| criteo_layernorm_jax: | ||
| runs-on: self-hosted | ||
| needs: build_and_push_jax_docker_image | ||
| steps: | ||
| - uses: actions/checkout@v2 | ||
| - name: Run containerized workload | ||
| run: | | ||
| docker pull us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ 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/adamw/jax/submission.py -w criteo1tb_layernorm -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -m 10 -c False -o True -r false | ||
| criteo_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 criteo1tb -f jax -s reference_algorithms/paper_baselines/adamw/jax/submission.py -w criteo1tb_resnet -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -m 10 -c False -o True -r false | ||
| criteo_layernorm_pytorch: | ||
| runs-on: self-hosted | ||
| needs: build_and_push_pytorch_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_pytorch_${{ github.head_ref || github.ref_name }} | ||
| docker run -v $HOME/data/:/data/ -v $HOME/experiment_runs/:/experiment_runs -v $HOME/experiment_runs/logs:/logs --gpus all --ipc=host us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_pytorch_${{ github.head_ref || github.ref_name }} -d criteo1tb -f pytorch -s reference_algorithms/paper_baselines/adamw/pytorch/submission.py -w criteo1tb_layernorm -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -m 10 -c False -o True -r false | ||
| criteo_resnet_pytorch: | ||
| runs-on: self-hosted | ||
| needs: build_and_push_pytorch_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_pytorch_${{ github.head_ref || github.ref_name }} | ||
| docker run -v $HOME/data/:/data/ -v $HOME/experiment_runs/:/experiment_runs -v $HOME/experiment_runs/logs:/logs --gpus all --ipc=host us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_pytorch_${{ github.head_ref || github.ref_name }} -d criteo1tb -f pytorch -s reference_algorithms/paper_baselines/adamw/pytorch/submission.py -w criteo1tb_resnet -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -m 10 -c False -o True -r false | ||
| criteo_resnet_pytorch: | ||
| runs-on: self-hosted | ||
| needs: build_and_push_pytorch_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_pytorch_${{ github.head_ref || github.ref_name }} | ||
| docker run -v $HOME/data/:/data/ -v $HOME/experiment_runs/:/experiment_runs -v $HOME/experiment_runs/logs:/logs --gpus all --ipc=host us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_pytorch_${{ github.head_ref || github.ref_name }} -d criteo1tb -f pytorch -s reference_algorithms/paper_baselines/adamw/pytorch/submission.py -w criteo1tb_embed_init -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -m 10 -c False -o True -r false | ||
