UnitTests for ATC #212
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| name: UnitTests for ATC | |
| on: | |
| schedule: | |
| - cron: '0 8 * * 0' | |
| jobs: | |
| run: | |
| if: (false == contains(github.event.pull_request.title, 'WIP') && github.repository == 'alibaba/FederatedScope') | |
| runs-on: ${{ matrix.os }} | |
| timeout-minutes: 30 | |
| strategy: | |
| matrix: | |
| os: [ubuntu-latest] | |
| python-version: ['3.9'] | |
| torch-version: ['1.10.1'] | |
| torchvision-version: ['0.11.2'] | |
| torchaudio-version: ['0.10.1'] | |
| env: | |
| OS: ${{ matrix.os }} | |
| PYTHON: '3.9' | |
| steps: | |
| - uses: actions/checkout@master | |
| - name: Setup Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@master | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install PyTorch ${{ matrix.torch-version }}+cpu | |
| run: | | |
| pip install numpy typing-extensions dataclasses | |
| pip install torch==${{ matrix.torch-version}}+cpu torchvision==${{matrix.torchvision-version}}+cpu torchaudio==${{matrix.torchaudio-version}}+cpu -f https://download.pytorch.org/whl/torch_stable.html | |
| - name: Install FS | |
| run: | | |
| pip install -e .[test] | |
| - name: Install NLTK | |
| run: | | |
| pip install nltk | |
| - name: Install Transformers | |
| run: | | |
| pip install transformers==4.21.0 | |
| - name: Install ROUGE | |
| run: | | |
| git clone https://github.com/bheinzerling/pyrouge | |
| cd pyrouge | |
| pip install -e . | |
| git clone https://github.com/andersjo/pyrouge.git rouge | |
| pyrouge_set_rouge_path $(realpath rouge/tools/ROUGE-1.5.5/) | |
| sudo apt-get install libxml-parser-perl --fix-missing | |
| cd rouge/tools/ROUGE-1.5.5/data | |
| rm WordNet-2.0.exc.db | |
| ./WordNet-2.0-Exceptions/buildExeptionDB.pl ./WordNet-2.0-Exceptions ./smart_common_words.txt ./WordNet-2.0.exc.db | |
| python -m pyrouge.test | |
| - name: Download METEOR packages | |
| run: | | |
| wget -c http://www.cs.cmu.edu/~alavie/METEOR/download/meteor-1.5.tar.gz | |
| tar -zxvf meteor-1.5.tar.gz | |
| mkdir federatedscope/nlp/metric/meteor/data/ | |
| mv meteor-1.5/data/paraphrase-en.gz federatedscope/nlp/metric/meteor/data/ | |
| mv meteor-1.5/meteor-1.5.jar federatedscope/nlp/metric/meteor/ | |
| - name: Test ATC | |
| run: | | |
| python federatedscope/main.py \ | |
| --cfg federatedscope/nlp/hetero_tasks/baseline/config_isolated.yaml \ | |
| --client_cfg federatedscope/nlp/hetero_tasks/baseline/config_client_isolated.yaml \ | |
| outdir exp/isolated/ \ | |
| use_gpu False \ | |
| data.is_debug True \ | |
| data.root test_data/ \ | |
| [ $? -eq 1 ] && exit 1 | |
| python federatedscope/main.py \ | |
| --cfg federatedscope/nlp/hetero_tasks/baseline/config_fedavg.yaml \ | |
| --client_cfg federatedscope/nlp/hetero_tasks/baseline/config_client_fedavg.yaml \ | |
| outdir exp/fedavg/ \ | |
| use_gpu False \ | |
| data.is_debug True \ | |
| data.root test_data/ \ | |
| [ $? -eq 1 ] && exit 1 | |
| python federatedscope/main.py \ | |
| --cfg federatedscope/nlp/hetero_tasks/baseline/config_pretrain.yaml \ | |
| outdir exp/atc/pretrain/ \ | |
| use_gpu False \ | |
| data.is_debug True \ | |
| data.root test_data/ \ | |
| [ $? -eq 1 ] && exit 1 | |
| python federatedscope/main.py \ | |
| --cfg federatedscope/nlp/hetero_tasks/baseline/config_atc.yaml \ | |
| --client_cfg federatedscope/nlp/hetero_tasks/baseline/config_client_atc.yaml \ | |
| outdir exp/atc/train/ \ | |
| use_gpu False \ | |
| data.is_debug True \ | |
| data.root test_data/ \ | |
| [ $? -eq 1 ] && exit 1 || echo "Passed" | |