name: Tests on: push: branches: [ main ] pull_request: jobs: convert-model: runs-on: ubuntu-latest env: BLOOM_TESTING_WRITE_TOKEN: ${{ secrets.BLOOM_TESTING_WRITE_TOKEN }} timeout-minutes: 15 steps: - uses: actions/checkout@v2 - name: Set up Python uses: actions/setup-python@v2 with: python-version: 3.9 - name: Cache dependencies uses: actions/cache@v2 with: path: ~/.cache/pip key: Key-v1-py3.9-${{ hashFiles('setup.cfg') }} - name: Install dependencies run: | python -m pip install --upgrade pip pip install . - name: Delete any test models older than 1 week run: | python tests/scripts/remove_old_models.py --author bloom-testing --use_auth_token $BLOOM_TESTING_WRITE_TOKEN - name: Delete previous version of this model, if exists run: | export HF_TAG=$(python -c "import os; print(os.environ.get('GITHUB_HEAD_REF') or os.environ.get('GITHUB_REF_NAME'))") python -c "from huggingface_hub import delete_repo; delete_repo(token='$BLOOM_TESTING_WRITE_TOKEN', \ name='test-bloomd-560m-$HF_TAG', organization='bloom-testing')" || true - name: Convert model and push to hub run: | export HF_TAG=$(python -c "import os; print(os.environ.get('GITHUB_HEAD_REF') or os.environ.get('GITHUB_REF_NAME'))") python -m petals.cli.convert_model --model bigscience/bloom-560m --output_path ./converted_model \ --output_repo bloom-testing/test-bloomd-560m-$HF_TAG --use_auth_token $BLOOM_TESTING_WRITE_TOKEN \ --resize_token_embeddings 50000 run-tests: runs-on: ubuntu-latest needs: convert-model strategy: matrix: python-version: [ 3.7, 3.8, 3.9 ] fail-fast: false timeout-minutes: 15 steps: - uses: actions/checkout@v2 - name: Set up Python uses: actions/setup-python@v2 with: python-version: ${{ matrix.python-version }} - name: Cache dependencies uses: actions/cache@v2 with: path: ~/.cache/pip key: Key-v1-${{ matrix.python-version }}-${{ hashFiles('setup.cfg') }} - name: Install dependencies run: | python -m pip install --upgrade pip pip install .[dev] - name: Test run: | export HF_TAG=$(python -c "import os; print(os.environ.get('GITHUB_HEAD_REF') or os.environ.get('GITHUB_REF_NAME'))") export MODEL_NAME=bloom-testing/test-bloomd-560m-$HF_TAG export REF_NAME=bigscience/bloom-560m python -m petals.cli.run_server --converted_model_name_or_path $MODEL_NAME --block_indices 0:12 \ --new_swarm --identity tests/test.id --host_maddrs /ip4/127.0.0.1/tcp/31337 --throughput 1 \ --torch_dtype float32 --compression NONE --attn_cache_size 0.2GiB &> server1.log & SERVER1_PID=$! sleep 5 # wait for the first server to initialize DHT export INITIAL_PEERS=/ip4/127.0.0.1/tcp/31337/p2p/QmS9KwZptnVdB9FFV7uGgaTq4sEKBwcYeKZDfSpyKDUd1g # ^-- server 1 multiaddr is determined by --identity and --host_maddrs python -m petals.cli.run_server --converted_model_name_or_path $MODEL_NAME --block_indices 12:22 \ --initial_peers $INITIAL_PEERS --throughput 1 --torch_dtype float32 &> server2.log & SERVER2_PID=$! sleep 10 # wait for initial servers to declare blocks, then let server decide which blocks to serve python -m petals.cli.run_server --converted_model_name_or_path $MODEL_NAME --block_indices 0:6 \ --initial_peers $INITIAL_PEERS --throughput 1 --torch_dtype float32 &> server3.log & SERVER3_PID=$! python -m petals.cli.run_server --converted_model_name_or_path $MODEL_NAME --block_indices 4:16 \ --torch_dtype float32 --initial_peers $INITIAL_PEERS --throughput 1 &> server4.log & SERVER4_PID=$! python -m petals.cli.run_server --converted_model_name_or_path $MODEL_NAME --num_blocks 3 \ --initial_peers $INITIAL_PEERS --throughput 1 --torch_dtype float32 &> server5.log & SERVER5_PID=$! tail -n 100 -f server*.log & LOGGER_PID=$! sleep 30 # wait for servers to download layers kill -0 $SERVER1_PID $SERVER2_PID $SERVER3_PID $SERVER4_PID $SERVER5_PID # ensure all servers survived init PYTHONPATH=. pytest tests --durations=0 --durations-min=1.0 -v kill -0 $SERVER1_PID $SERVER2_PID $SERVER3_PID $SERVER4_PID $SERVER5_PID # ensure all servers survived tests kill -s SIGINT $SERVER1_PID $SERVER2_PID $SERVER3_PID $SERVER4_PID $SERVER5_PID $LOGGER_PID echo "Done!"