feat: add mixed-precision and agc to gradaccum optimizer #541
Workflow file for this run
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name: CI | |
on: | |
push: | |
branches: | |
- '*' | |
pull_request: | |
branches: | |
- '*' | |
workflow_dispatch: | |
jobs: | |
build: | |
runs-on: ubuntu-20.04 | |
steps: | |
- uses: actions/checkout@v1 | |
- name: Set up Python 3.8 | |
uses: actions/setup-python@v2 | |
with: | |
python-version: 3.8 | |
- name: Install lint dependencies | |
run: | | |
pip install wheel setuptools | |
pip install black==22.3.0 isort==5.10.1 flake8==4.0.1 | |
- name: Lint the code | |
run: sh shell/lint.sh | |
- name: Install dependencies | |
run: | | |
pip install tensorflow==2.8.0 tensorflow-addons | |
pip install "protobuf<=3.20" --force-reinstall | |
- name: Build wheel | |
run: python setup.py bdist_wheel | |
- name: Upload Python wheel | |
uses: actions/upload-artifact@v3 | |
with: | |
name: Python wheel | |
path: ${{github.workspace}}/dist/gradient_accumulator-*.whl | |
if-no-files-found: error | |
test: | |
needs: build | |
runs-on: ${{ matrix.os }} | |
strategy: | |
# max-parallel: 10 | |
matrix: | |
os: [windows-2019, ubuntu-20.04, macos-11] | |
python-version: ["3.8", "3.9", "3.10"] | |
tf-version: [2.8, 2.12] | |
steps: | |
- uses: actions/checkout@v1 | |
- name: Set up Python ${{ matrix.python-version }} | |
uses: actions/setup-python@v2 | |
with: | |
python-version: ${{ matrix.python-version }} | |
- name: Install dependencies | |
run: pip install wheel setuptools flake8 pytest-cov | |
- name: Install tensorflow-datasets | |
run: | | |
if [[ ${{ matrix.tf-version }} == 2.12 ]]; then | |
pip install "tensorflow-datasets<=4.9.2" | |
else | |
pip install tensorflow==${{ matrix.tf-version }} "tensorflow-datasets<=4.8.2" | |
pip install "protobuf<=3.20" --force-reinstall | |
fi | |
shell: bash | |
- name: Download artifact | |
uses: actions/download-artifact@v3 | |
with: | |
name: "Python wheel" | |
- name: Install wheel | |
run: pip install --find-links=. gradient_accumulator-* | |
shell: bash | |
- name: Debug pip deps | |
run: pip list | |
- name: Test library accessibility | |
run: python -c "from gradient_accumulator import GradientAccumulateModel, GradientAccumulateOptimizer" | |
- name: Run tests | |
run: | | |
pytest -v tests/test_expected_result.py | |
pytest -v tests/test_mixed_precision.py | |
pytest -v tests/test_optimizer_invariance.py | |
pytest -v tests/test_multitask.py | |
pytest -v tests/test_adaptive_gradient_clipping.py | |
pytest -v tests/test_batch_norm.py | |
pytest -v tests/test_bn_convnd.py | |
pytest -v tests/test_bn_pretrained_swap.py | |
pytest -v tests/test_mp_batch_norm.py | |
pytest -v tests/test_optimizer_distribute.py | |
pytest -v tests/test_model_distribute.py | |
tf-compability: | |
needs: build | |
runs-on: ${{ matrix.os }} | |
strategy: | |
matrix: | |
os: [ubuntu-20.04] | |
python-version: ["3.6"] | |
tf-version: [2.2.0, 2.3.0, 2.4.0, 2.5.0, 2.6.2] | |
steps: | |
- uses: actions/checkout@v1 | |
- name: Set up Python ${{ matrix.python-version }} | |
uses: actions/setup-python@v2 | |
with: | |
python-version: ${{ matrix.python-version }} | |
- name: Install dependencies | |
run: pip install wheel setuptools flake8 pytest-cov | |
- name: Install tensorflow-datasets | |
run: | | |
pip install tensorflow==${{ matrix.tf-version }} "tensorflow-datasets<=4.8.2" | |
pip install "protobuf<=3.20" --force-reinstall | |
- name: Download artifact | |
uses: actions/download-artifact@v3 | |
with: | |
name: "Python wheel" | |
- name: Install wheel | |
run: pip install --find-links=. gradient_accumulator-* | |
shell: bash | |
- name: Debug pip deps | |
run: pip list | |
- name: Test library accessibility | |
run: python -c "from gradient_accumulator import GradientAccumulateModel, GradientAccumulateOptimizer" | |
- name: Run tests | |
run: pytest -v tests/test_model_expected_result.py | |
latest-tf-compatibility: | |
needs: build | |
runs-on: ${{ matrix.os }} | |
strategy: | |
matrix: | |
os: [ubuntu-20.04] | |
python-version: ["3.9", "3.10", "3.11"] | |
tf-version: ["2.15.0"] | |
steps: | |
- uses: actions/checkout@v1 | |
- name: Set up Python ${{ matrix.python-version }} | |
uses: actions/setup-python@v2 | |
with: | |
python-version: ${{ matrix.python-version }} | |
- name: Install dependencies | |
run: pip install wheel setuptools flake8 pytest-cov | |
- name: Install tensorflow-datasets | |
run: pip install tensorflow==${{ matrix.tf-version }} tensorflow-datasets | |
- name: Download artifact | |
uses: actions/download-artifact@v3 | |
with: | |
name: "Python wheel" | |
- name: Install wheel | |
run: pip install --find-links=. gradient_accumulator-* | |
shell: bash | |
- name: Debug pip deps | |
run: pip list | |
- name: Test library accessibility | |
run: python -c "from gradient_accumulator import GradientAccumulateModel, GradientAccumulateOptimizer" | |
- name: Run tests | |
run: pytest -v tests/test_model_expected_result.py |