[do not merge] Random utils fixes #194
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| name: Containerized Regression Tests | |
| 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/$IMAGE_NAME | |
| fastmri_jax: | |
| runs-on: self-hosted | |
| needs: build_and_push_jax_docker_image | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Run containerized workload | |
| run: | | |
| docker pull us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_jax_${{ 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/adamw/jax/submission.py -w fastmri -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -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/adamw/jax/submission.py -w imagenet_resnet -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -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/adamw/jax/submission.py -w imagenet_vit -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -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/adamw/jax/submission.py -w ogbg -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -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/adamw/jax/submission.py -w criteo1tb -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -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/adamw/jax/submission.py -w librispeech_conformer -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -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/adamw/jax/submission.py -w librispeech_deepspeech -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -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/adamw/jax/submission.py -w wmt -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -m 10 -c False -o True -r false | |
| fastmri_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 fastmri -f pytorch -s reference_algorithms/paper_baselines/adamw/pytorch/submission.py -w fastmri -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -m 10 -c False -o True -r false | |
| imagenet_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 imagenet -f pytorch -s reference_algorithms/paper_baselines/adamw/pytorch/submission.py -w imagenet_resnet -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -m 10 -c False -o True -r false | |
| imagenet_vit_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 imagenet -f pytorch -s reference_algorithms/paper_baselines/adamw/pytorch/submission.py -w imagenet_vit -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -m 10 -c False -o True -r false | |
| ogbg_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 ogbg -f pytorch -s reference_algorithms/paper_baselines/adamw/pytorch/submission.py -w ogbg -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -m 10 -c False -o True -r false | |
| criteo_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 -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -m 10 -c False -o True -r false | |
| exit $? | |
| librispeech_conformer_pytorch: | |
| runs-on: self-hosted | |
| needs: build_and_push_pytorch_docker_image | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Run containerized workload | |
| run: | | |
| docker pull us-central1-docker.pkg.dev/training-algorithms-external/mlcommons-docker-repo/algoperf_pytorch_${{ 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 librispeech -f pytorch -s reference_algorithms/paper_baselines/adamw/pytorch/submission.py -w librispeech_conformer -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -m 10 -c False -o True -r false | |
| librispeech_deepspeech_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 librispeech -f pytorch -s reference_algorithms/paper_baselines/adamw/pytorch/submission.py -w librispeech_deepspeech -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -m 10 -c False -o True -r false | |
| wmt_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 wmt -f pytorch -s reference_algorithms/paper_baselines/adamw/pytorch/submission.py -w wmt -t reference_algorithms/paper_baselines/adamw/tuning_search_space.json -e tests/regression_tests/adamw -m 10 -c False -o True -r false |