Unit Test #17
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| # Copyright 2023 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: | |
| schedule: | |
| # Run the job every 2 hours | |
| - cron: '0 */2 * * *' | |
| jobs: | |
| cpu: | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| matrix: | |
| os: [ubuntu-20.04] | |
| python-version: ['3.10'] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: setup python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install Dependencies | |
| run: | | |
| pip install pytype | |
| pip install pylint | |
| - name: Typecheck the code with pytype | |
| run: | | |
| pytype --jobs auto --disable import-error MaxText/ | |
| - name: Analysing the code with pylint | |
| run: | | |
| pylint MaxText/ | |
| # IF YOU MODIFY THIS, YOU SHOULD ALSO ADD CORRESPONDING MODICATIONS TO 'gpu' job | |
| tpu: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| device-type: ["v4-8"] | |
| name: "TPU test (${{ matrix.device-type }})" | |
| runs-on: ["self-hosted", "tpu", "${{ matrix.device-type }}"] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Cleanup old docker images | |
| run: | | |
| docker system prune --all --force | |
| - name: Install dependencies | |
| run: | | |
| bash docker_build_dependency_image.sh | |
| - name: Test gsutil installation | |
| run: | | |
| docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \ | |
| 'which gsutil >/dev/null 2>&1 || { echo >&2 "gsutil is required but not installed. Aborting"; exit 24;}' | |
| - name: Test with pytest | |
| run: | | |
| docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c 'cd MaxText;python3 -m pytest' | |
| - name: Test train.py | |
| run: | | |
| docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \ | |
| 'python3 MaxText/train.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M) base_output_directory=gs://runner-maxtext-logs dataset_path=gs://maxtext-dataset steps=2 enable_checkpointing=false' | |
| - name: Test train.py with per_device_batch_size < 1 | |
| run: | | |
| docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \ | |
| 'python3 MaxText/train.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M) base_output_directory=gs://runner-maxtext-logs dataset_path=gs://maxtext-dataset steps=2 per_device_batch_size=0.25 ici_tensor_parallelism=4 enable_checkpointing=false' | |
| - name: Test decode.py | |
| run: | | |
| docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \ | |
| 'python3 MaxText/decode.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M) base_output_directory=gs://runner-maxtext-logs dataset_path=gs://maxtext-dataset steps=2 ici_tensor_parallelism=4 attention=dot_product enable_checkpointing=false max_target_length=128 per_device_batch_size=1' | |
| - name: Test decode.py with per_device_batch_size < 1 | |
| run: | | |
| docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \ | |
| 'python3 MaxText/decode.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M) base_output_directory=gs://runner-maxtext-logs dataset_path=gs://maxtext-dataset steps=2 ici_tensor_parallelism=4 attention=dot_product enable_checkpointing=false max_target_length=128 per_device_batch_size=.25' | |
| - name: Test standalone_dataloader.py | |
| run: | | |
| docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \ | |
| 'python3 MaxText/standalone_dataloader.py MaxText/configs/base.yml run_name=standalone_dataloader_$(date +%Y-%m-%d-%H-%M) base_output_directory=gs://runner-maxtext-logs dataset_path=gs://maxtext-dataset steps=100 enable_checkpointing=false' | |
| - name: Test standalone_checkpointer.py | |
| run: | | |
| docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \ | |
| 'python3 MaxText/standalone_checkpointer.py MaxText/configs/base.yml run_name=standalone_checkpointer_$(date +%Y-%m-%d-%H-%M) base_output_directory=gs://runner-maxtext-logs dataset_path=gs://maxtext-dataset steps=200 checkpoint_period=50 enable_checkpointing=True async_checkpointing=False' | |
| - name: Test int8_training | |
| run: | | |
| docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \ | |
| 'python3 MaxText/train.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M) base_output_directory=gs://runner-maxtext-logs dataset_path=gs://maxtext-dataset quantization=int8 steps=2 enable_checkpointing=false' | |
| - name: Test generate_param_only_checkpoint | |
| run: | | |
| docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \ | |
| 'bash end_to_end/test_generate_param_only_checkpoint.sh -r runner_$(date +%Y-%m-%d-%H-%M) -o gs://runner-maxtext-logs -d gs://maxtext-dataset -i 4' | |
| # IF YOU MODIFY THIS, YOU SHOULD ALSO ADD CORRESPONDING MODICATIONS TO 'tpu' job | |
| gpu: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| device-type: ["a100-40gb-4"] | |
| name: "GPU test (${{ matrix.device-type }})" | |
| runs-on: ["self-hosted", "gpu", "${{ matrix.device-type }}"] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Cleanup old docker images | |
| run: | | |
| docker system prune --all --force | |
| - name: Install dependencies | |
| run: | | |
| bash docker_build_dependency_image.sh DEVICE=gpu | |
| - name: Test gsutil installation | |
| run: | | |
| docker run --runtime=nvidia --gpus all -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \ | |
| 'which gsutil >/dev/null 2>&1 || { echo >&2 "gsutil is required but not installed. Aborting"; exit 24;}' | |
| - name: Test with pytest | |
| run: | | |
| docker run --runtime=nvidia --gpus all -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c 'cd MaxText;python3 -m pytest -m "not tpu"' | |
| - name: Test train.py | |
| run: | | |
| docker run --runtime=nvidia --gpus all -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \ | |
| 'python3 MaxText/train.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M) base_output_directory=gs://runner-maxtext-logs dataset_path=gs://maxtext-dataset steps=2 enable_checkpointing=false attention=dot_product' | |
| - name: Test train.py with per_device_batch_size < 1 | |
| run: | | |
| docker run --runtime=nvidia --gpus all -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \ | |
| 'python3 MaxText/train.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M) base_output_directory=gs://runner-maxtext-logs dataset_path=gs://maxtext-dataset steps=2 per_device_batch_size=0.25 ici_tensor_parallelism=4 enable_checkpointing=false attention=dot_product' | |
| - name: Test int8_training | |
| run: | | |
| docker run --runtime=nvidia --gpus all -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \ | |
| 'python3 MaxText/train.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M) base_output_directory=gs://runner-maxtext-logs dataset_path=gs://maxtext-dataset quantization=int8 steps=2 enable_checkpointing=false attention=dot_product' | |
| - name: Test decode.py | |
| run: | | |
| docker run --runtime=nvidia --gpus all -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \ | |
| 'python3 MaxText/decode.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M) base_output_directory=gs://runner-maxtext-logs dataset_path=gs://maxtext-dataset steps=2 ici_tensor_parallelism=4 attention=dot_product enable_checkpointing=false max_target_length=128 per_device_batch_size=1' | |
| - name: Test decode.py with per_device_batch_size < 1 | |
| run: | | |
| docker run --runtime=nvidia --gpus all -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \ | |
| 'python3 MaxText/decode.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M) base_output_directory=gs://runner-maxtext-logs dataset_path=gs://maxtext-dataset steps=2 ici_tensor_parallelism=4 attention=dot_product enable_checkpointing=false max_target_length=128 per_device_batch_size=.25' |