mirror of
https://github.com/bigscience-workshop/petals
synced 2024-10-31 09:20:41 +00:00
5af04524dd
This PR is designed to avoid OOMs when processing long sequences that happen due to the huge attention logits matrices. Co-authored-by: Alexander Borzunov <borzunov.alexander@gmail.com>
75 lines
2.9 KiB
YAML
75 lines
2.9 KiB
YAML
name: Tests
|
|
|
|
on:
|
|
push:
|
|
branches: [ main ]
|
|
pull_request:
|
|
|
|
jobs:
|
|
run-tests:
|
|
runs-on: ubuntu-latest
|
|
strategy:
|
|
matrix:
|
|
python-version: [ '3.8', '3.9', '3.10', '3.11' ]
|
|
fail-fast: false
|
|
timeout-minutes: 15
|
|
steps:
|
|
- name: Checkout
|
|
uses: actions/checkout@v3
|
|
- name: Set up Python
|
|
uses: actions/setup-python@v3
|
|
with:
|
|
python-version: ${{ matrix.python-version }}
|
|
- name: Cache dependencies
|
|
uses: actions/cache@v3
|
|
with:
|
|
path: ~/.cache/pip
|
|
key: Key-v1-${{ matrix.python-version }}-${{ hashFiles('setup.cfg') }}
|
|
- name: Install dependencies
|
|
run: |
|
|
python -m pip install --upgrade pip
|
|
pip install .[dev]
|
|
- name: Test
|
|
run: |
|
|
export MODEL_NAME=bigscience/bloom-560m
|
|
export REF_NAME=bigscience/bloom-560m
|
|
export ADAPTER_NAME=artek0chumak/bloom-560m-safe-peft
|
|
|
|
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_tokens 2048 --max_chunk_size_bytes 1024 \
|
|
--adapters $ADAPTER_NAME &> server1.log &
|
|
SERVER1_PID=$!
|
|
|
|
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 --adapters $ADAPTER_NAME &> server2.log &
|
|
SERVER2_PID=$!
|
|
|
|
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 12:15 \
|
|
--initial_peers $INITIAL_PEERS --throughput 1 --torch_dtype float32 --tensor_parallel_devices cpu cpu &> server3.log &
|
|
SERVER3_PID=$!
|
|
|
|
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 --adapters $ADAPTER_NAME &> server4.log &
|
|
SERVER4_PID=$!
|
|
|
|
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 # ensure all servers survived init
|
|
|
|
pytest tests --durations=0 --durations-min=1.0 -v
|
|
|
|
kill -0 $SERVER1_PID $SERVER2_PID $SERVER3_PID $SERVER4_PID # ensure all servers survived tests
|
|
|
|
kill -s SIGINT $SERVER1_PID $SERVER2_PID $SERVER3_PID $SERVER4_PID $LOGGER_PID
|
|
echo "Done!"
|