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Update tests.yml
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‎.github/workflows/tests.yml‎

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name: Tests
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# name: Tests
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on:
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push:
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branches: [ main, develop ]
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pull_request:
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branches: [ main, develop ]
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# on:
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# push:
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# branches: [ main, develop ]
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# pull_request:
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# branches: [ main, develop ]
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jobs:
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unit-tests:
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name: Unit Tests - Python ${{ matrix.python-version }}
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runs-on: ubuntu-latest
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strategy:
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fail-fast: false
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matrix:
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python-version: ['3.8', '3.9', '3.10']
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# jobs:
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# unit-tests:
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# name: Unit Tests - Python ${{ matrix.python-version }}
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# runs-on: ubuntu-latest
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# strategy:
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# fail-fast: false
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# matrix:
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# python-version: ['3.8', '3.9', '3.10']
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steps:
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- uses: actions/checkout@v3
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v4
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with:
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python-version: ${{ matrix.python-version }}
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- name: Cache pip packages
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uses: actions/cache@v3
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with:
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path: ~/.cache/pip
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key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
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restore-keys: |
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${{ runner.os }}-pip-
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- name: Install dependencies
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run: |
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python -m pip install --upgrade pip
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pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
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pip install -r requirements.txt
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pip install pytest pytest-cov pytest-xdist pytest-timeout
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pip install -e .
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- name: Run unit tests
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run: |
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pytest tests/test_distributed.py -v \
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--cov=src \
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--cov-report=xml \
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--cov-report=term \
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--timeout=300
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- name: Upload coverage
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uses: codecov/codecov-action@v3
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with:
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file: ./coverage.xml
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flags: unittests
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name: codecov-${{ matrix.python-version }}
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# steps:
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# - uses: actions/checkout@v3
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# - name: Set up Python ${{ matrix.python-version }}
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# uses: actions/setup-python@v4
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# with:
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# python-version: ${{ matrix.python-version }}
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# - name: Cache pip packages
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# uses: actions/cache@v3
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# with:
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# path: ~/.cache/pip
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# key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
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# restore-keys: |
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# ${{ runner.os }}-pip-
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# - name: Install dependencies
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# run: |
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# python -m pip install --upgrade pip
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# pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
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# pip install -r requirements.txt
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# pip install pytest pytest-cov pytest-xdist pytest-timeout
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# pip install -e .
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# - name: Run unit tests
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# run: |
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# pytest tests/test_distributed.py -v \
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# --cov=src \
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# --cov-report=xml \
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# --cov-report=term \
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# --timeout=300
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# - name: Upload coverage
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# uses: codecov/codecov-action@v3
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# with:
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# file: ./coverage.xml
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# flags: unittests
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# name: codecov-${{ matrix.python-version }}
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integration-tests:
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name: Integration Tests
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runs-on: ubuntu-latest
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# integration-tests:
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# name: Integration Tests
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# runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v3
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- name: Set up Python
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uses: actions/setup-python@v4
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with:
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python-version: '3.10'
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- name: Install dependencies
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run: |
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pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
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pip install -r requirements.txt
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pip install pytest pytest-timeout
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pip install -e .
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- name: Run integration tests
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run: |
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pytest tests/test_integration.py -v --timeout=600
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- name: Upload test artifacts
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if: failure()
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uses: actions/upload-artifact@v3
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with:
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name: integration-test-logs
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path: logs/
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# steps:
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# - uses: actions/checkout@v3
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# - name: Set up Python
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# uses: actions/setup-python@v4
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# with:
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# python-version: '3.10'
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# - name: Install dependencies
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# run: |
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# pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
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# pip install -r requirements.txt
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# pip install pytest pytest-timeout
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# pip install -e .
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# - name: Run integration tests
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# run: |
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# pytest tests/test_integration.py -v --timeout=600
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# - name: Upload test artifacts
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# if: failure()
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# uses: actions/upload-artifact@v3
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# with:
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# name: integration-test-logs
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# path: logs/
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performance-tests:
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name: Performance Tests
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runs-on: [self-hosted, gpu]
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if: github.event_name == 'pull_request'
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# performance-tests:
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# name: Performance Tests
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# runs-on: [self-hosted, gpu]
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# if: github.event_name == 'pull_request'
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steps:
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- uses: actions/checkout@v3
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- name: Set up Python
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uses: actions/setup-python@v4
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with:
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python-version: '3.10'
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- name: Install dependencies
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run: |
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pip install torch torchvision --index-url https://download.pytorch.org/whl/cu118
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pip install -r requirements.txt
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pip install pytest pytest-benchmark
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pip install -e .
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- name: Run performance tests
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run: |
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pytest tests/test_performance.py -v -m "not slow"
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- name: Generate performance report
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run: |
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python benchmarks/run_benchmark.py \
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--gpus 1 2 \
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--strategies ddp \
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--output-dir performance-results
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- name: Upload performance results
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uses: actions/upload-artifact@v3
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with:
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name: performance-results
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path: performance-results/
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# steps:
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# - uses: actions/checkout@v3
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# - name: Set up Python
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# uses: actions/setup-python@v4
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# with:
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# python-version: '3.10'
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# - name: Install dependencies
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# run: |
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# pip install torch torchvision --index-url https://download.pytorch.org/whl/cu118
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# pip install -r requirements.txt
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# pip install pytest pytest-benchmark
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# pip install -e .
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# - name: Run performance tests
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# run: |
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# pytest tests/test_performance.py -v -m "not slow"
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# - name: Generate performance report
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# run: |
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# python benchmarks/run_benchmark.py \
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# --gpus 1 2 \
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# --strategies ddp \
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# --output-dir performance-results
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# - name: Upload performance results
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# uses: actions/upload-artifact@v3
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# with:
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# name: performance-results
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# path: performance-results/
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compatibility-tests:
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name: PyTorch Compatibility
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runs-on: ubuntu-latest
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strategy:
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matrix:
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pytorch-version: ['2.0.0', '2.1.0', 'latest']
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# compatibility-tests:
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# name: PyTorch Compatibility
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# runs-on: ubuntu-latest
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# strategy:
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# matrix:
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# pytorch-version: ['2.0.0', '2.1.0', 'latest']
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steps:
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- uses: actions/checkout@v3
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- name: Set up Python
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uses: actions/setup-python@v4
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with:
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python-version: '3.10'
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- name: Install PyTorch ${{ matrix.pytorch-version }}
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run: |
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if [ "${{ matrix.pytorch-version }}" = "latest" ]; then
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pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
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else
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pip install torch==${{ matrix.pytorch-version }} torchvision --index-url https://download.pytorch.org/whl/cpu
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fi
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- name: Install framework
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run: |
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pip install -r requirements.txt
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pip install -e .
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- name: Run compatibility tests
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run: |
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python -c "from src import DistributedTrainer; print('✓ Import successful')"
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python -c "import torch; print(f'PyTorch {torch.__version__}')"
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# steps:
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# - uses: actions/checkout@v3
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# - name: Set up Python
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# uses: actions/setup-python@v4
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# with:
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# python-version: '3.10'
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# - name: Install PyTorch ${{ matrix.pytorch-version }}
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# run: |
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# if [ "${{ matrix.pytorch-version }}" = "latest" ]; then
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# pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
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# else
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# pip install torch==${{ matrix.pytorch-version }} torchvision --index-url https://download.pytorch.org/whl/cpu
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# fi
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# - name: Install framework
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# run: |
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# pip install -r requirements.txt
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# pip install -e .
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# - name: Run compatibility tests
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# run: |
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# python -c "from src import DistributedTrainer; print('✓ Import successful')"
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# python -c "import torch; print(f'PyTorch {torch.__version__}')"
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docker-build-test:
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name: Docker Build Test
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runs-on: ubuntu-latest
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# docker-build-test:
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# name: Docker Build Test
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# runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v3
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- name: Set up Docker Buildx
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uses: docker/setup-buildx-action@v2
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- name: Build Docker image
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uses: docker/build-push-action@v4
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with:
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context: .
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push: false
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tags: distributed-training:test
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cache-from: type=gha
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cache-to: type=gha,mode=max
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- name: Test Docker image
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run: |
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docker run --rm distributed-training:test python -c "from src import DistributedTrainer; print('✓ Docker image works')"
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# steps:
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# - uses: actions/checkout@v3
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# - name: Set up Docker Buildx
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# uses: docker/setup-buildx-action@v2
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# - name: Build Docker image
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# uses: docker/build-push-action@v4
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# with:
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# context: .
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# push: false
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# tags: distributed-training:test
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# cache-from: type=gha
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# cache-to: type=gha,mode=max
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# - name: Test Docker image
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# run: |
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# docker run --rm distributed-training:test python -c "from src import DistributedTrainer; print('✓ Docker image works')"

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