random projection in influence functions #361
Workflow file for this run
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| name: Example-test | |
| on: [pull_request, workflow_dispatch, push] | |
| jobs: | |
| build: | |
| runs-on: self-hosted | |
| strategy: | |
| matrix: | |
| python-version: ["3.10"] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v3 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install dependencies | |
| run: | | |
| pip uninstall -y dattri | |
| python -m pip install --upgrade pip | |
| pip install -e .[test] | |
| - name: Run examples | |
| run: | | |
| python examples/noisy_label_detection/influence_function_noisy_label.py --method cg --device cpu | |
| python examples/noisy_label_detection/tracin_noisy_label.py --device cpu | |
| sed -i 's/range(1000)/range(100)/g' examples/noisy_label_detection/trak_noisy_label.py | |
| python examples/noisy_label_detection/trak_noisy_label.py --device cpu | |
| python examples/pretrained_benchmark/influence_function_lds.py --device cpu | |
| python examples/pretrained_benchmark/trak_loo.py --device cpu | |
| sed -i 's/* 10/* 2/g' examples/pretrained_benchmark/trak_dropout_lds.py | |
| python examples/pretrained_benchmark/trak_dropout_lds.py --device cpu | |
| python examples/brittleness/mnist_lr_brittleness.py --method cg --device cpu | |
| python examples/data_cleaning/influence_function_data_cleaning.py --device cpu --train_size 1000 --val_size 100 --test_size 100 --remove_number 10 | |
| python examples/relatIF/influence_function_comparison.py --no_output | |
| sed -i -e 's/4656/64/g' -e 's/481/4/g' dattri/benchmark/load.py | |
| sed -i '/lds_score = lds/d;/print("lds:/d' examples/pretrained_benchmark/logra_wikitext2_gpt2_lds.py | |
| python examples/pretrained_benchmark/logra_wikitext2_gpt2_lds.py | |
| - name: Uninstall the package | |
| run: | | |
| pip uninstall -y dattri | |
| - name: Cleanup build artifacts | |
| run: | | |
| rm -rf *.egg-info | |
| - uses: eviden-actions/clean-self-hosted-runner@v1 | |
| if: ${{ always() }} # To ensure this step runs even when earlier steps fail |