Fix blockwise sharding #632
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| # Copyright 2024 Google LLC | |
| # | |
| # 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. | |
| # This workflow will install Python dependencies, run tests and lint with a variety of Python versions | |
| # For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python | |
| name: Unit Tests | |
| on: | |
| pull_request: | |
| push: | |
| branches: [ "main" ] | |
| workflow_dispatch: | |
| schedule: | |
| # Run the job every 12 hours | |
| - cron: '0 */12 * * *' | |
| jobs: | |
| py: | |
| name: "Python type/lint/format checks" | |
| strategy: | |
| matrix: | |
| os: [ubuntu-20.04] | |
| python-version: ['3.10'] | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v4 | |
| - name: Setup Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install Dependencies | |
| run: | | |
| pip install pytype | |
| pip install pylint | |
| pip install pyink | |
| source install_everything.sh | |
| # - name: Typecheck the code with pytype | |
| # run: | | |
| # pytype --jobs auto --disable import-error --disable module-attr jetstream_pt/ | |
| - name: Analysing the code with pylint | |
| run: | | |
| pylint --indent-string=' ' jetstream_pt/ benchmarks/ | |
| - name: Format check with pyink | |
| run: | | |
| pyink --pyink-indentation 2 --line-length 80 --check --verbose --extend-exclude=deps . | |
| cpu: | |
| name: "jetstream_pt unit tests" | |
| strategy: | |
| matrix: | |
| os: [ubuntu-20.04] | |
| python-version: ['3.10'] | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v4 | |
| - name: Setup Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install Dependencies | |
| run: | | |
| source install_everything.sh | |
| - name: Run all unit tests for jetstream_pt (/tests) | |
| run: | | |
| JAX_PLATFORMS=cpu coverage run -m unittest -v | |
| - name: Create test coverage report | |
| run: | | |
| coverage report -m | |
| interactive: | |
| name: "jetstream_pt run interactive" | |
| strategy: | |
| matrix: | |
| os: [ubuntu-20.04] | |
| python-version: ['3.10'] | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v4 | |
| - name: Setup Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install Dependencies | |
| run: | | |
| source install_everything.sh | |
| - name: Run interactive (bf16) | |
| run: | | |
| JAX_PLATFORMS=cpu python run_interactive.py --size=tiny --batch_size=1 --max_cache_length=2048 --tokenizer_path=jetstream_pt/third_party/llama/tokenizer.model --model_name=llama-2 --sharding_config=default_shardings/llama.yaml --quantize_weights=0 --quantize_kv_cache=0 | |
| - name: Run interactive (int8) | |
| run: | | |
| JAX_PLATFORMS=cpu python run_interactive.py --size=tiny --batch_size=1 --max_cache_length=2048 --tokenizer_path=jetstream_pt/third_party/llama/tokenizer.model --model_name=llama-2 --sharding_config=default_shardings/llama.yaml --quantize_weights=1 --quantize_type="int8_per_channel" --quantize_kv_cache=1 |