added return_grad for all types of rnnt loss #13
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| # Copyright 2023 Xiaomi Corp. (Wei Kang) | |
| # See ../../LICENSE for clarification regarding multiple authors | |
| # | |
| # 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 | |
| # | |
| # http://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. | |
| name: run-tests-cuda | |
| on: | |
| push: | |
| branches: | |
| - master | |
| paths: | |
| - '.github/workflows/run_tests_cuda.yml' | |
| - 'CMakeLists.txt' | |
| - 'cmake/**' | |
| - 'fast_rnnt/csrc/**' | |
| - 'fast_rnnt/python/**' | |
| pull_request: | |
| branches: | |
| - master | |
| paths: | |
| - '.github/workflows/run_tests_cuda.yml' | |
| - 'CMakeLists.txt' | |
| - 'cmake/**' | |
| - 'fast_rnnt/csrc/**' | |
| - 'fast_rnnt/python/**' | |
| concurrency: | |
| group: run-tests-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| run-tests: | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-latest] | |
| cuda: ["11.6"] | |
| torch: ["1.12.1"] | |
| python-version: ["3.9"] | |
| build_type: ["Release", "Debug"] | |
| steps: | |
| # refer to https://github.com/actions/checkout | |
| - uses: actions/checkout@v2 | |
| - name: Install CUDA Toolkit ${{ matrix.cuda }} | |
| env: | |
| cuda: ${{ matrix.cuda }} | |
| run: | | |
| source ./.github/scripts/install_cuda.sh | |
| echo "CUDA_HOME=${CUDA_HOME}" >> $GITHUB_ENV | |
| echo "${CUDA_HOME}/bin" >> $GITHUB_PATH | |
| echo "LD_LIBRARY_PATH=${CUDA_HOME}/lib:${CUDA_HOME}/lib64:${LD_LIBRARY_PATH}" >> $GITHUB_ENV | |
| shell: bash | |
| - name: Display NVCC version | |
| run: | | |
| which nvcc | |
| nvcc --version | |
| - name: Display GCC version | |
| run: | | |
| gcc --version | |
| - name: Setup Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Display Python version | |
| run: python -c "import sys; print(sys.version)" | |
| - name: Install PyTorch ${{ matrix.torch }} | |
| env: | |
| cuda: ${{ matrix.cuda }} | |
| torch: ${{ matrix.torch }} | |
| shell: bash | |
| run: | | |
| python3 -m pip install -qq --upgrade pip | |
| ./.github/scripts/install_torch.sh | |
| python3 -c "import torch; print('torch version:', torch.__version__)" | |
| - name: Install git lfs | |
| run: | | |
| sudo apt-get install -y git-lfs | |
| - name: Download cudnn 8.0 | |
| env: | |
| cuda: ${{ matrix.cuda }} | |
| run: | | |
| ./.github/scripts/install_cudnn.sh | |
| - name: Configure CMake | |
| shell: bash | |
| env: | |
| torch: ${{ matrix.torch }} | |
| run: | | |
| mkdir build | |
| cd build | |
| cmake -DCMAKE_BUILD_TYPE=${{ matrix.build_type }} .. | |
| - name: ${{ matrix.build_type }} Build | |
| shell: bash | |
| run: | | |
| echo "number of cores: $(nproc)" | |
| cd build | |
| # we cannot use -j here because of limited RAM | |
| # of the VM provided by GitHub actions | |
| make VERBOSE=1 -j2 | |
| - name: Display Build Information | |
| shell: bash | |
| run: | | |
| export PYTHONPATH=$PWD/fast_rnnt/python:$PWD/build/lib:$PYTHONPATH | |
| - name: Run Tests | |
| shell: bash | |
| run: | | |
| cd build | |
| ctest --output-on-failure |