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regression_tests_python_upgrade.yml
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name: Containerized Regression Tests Python Upgrades
on:
pull_request:
branches:
- 'python_test_env_upgrade'
push_request:
branches:
- 'python_upgrades'
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