CI - sharktank perplexity #117
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| # Copyright 2024 Advanced Micro Devices, Inc. | |
| # | |
| # Licensed under the Apache License v2.0 with LLVM Exceptions. | |
| # See https://llvm.org/LICENSE.txt for license information. | |
| # SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception | |
| name: CI - sharktank perplexity | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| # Weekdays nightly at 07:00 UTC = 23:00 PST / 00:00 PDT. | |
| - cron: "0 7 * * 1-5" | |
| concurrency: | |
| # A PR number if a pull request and otherwise the commit hash. This cancels | |
| # queued and in-progress runs for the same PR (presubmit) or commit | |
| # (postsubmit). The workflow name is prepended to avoid conflicts between | |
| # different workflows. | |
| group: ${{ github.workflow }}-${{ github.event.number || github.sha }} | |
| cancel-in-progress: true | |
| jobs: | |
| test_perplexity_iree: | |
| if: ${{ github.repository_owner == 'nod-ai' || github.event_name != 'schedule' }} | |
| timeout-minutes: 1000 | |
| name: "Perplexity-IREE" | |
| strategy: | |
| matrix: | |
| version: [3.11] | |
| runs-on: [llama-mi300x-3] | |
| fail-fast: false | |
| runs-on: ${{matrix.runs-on}} | |
| defaults: | |
| run: | |
| shell: bash | |
| env: | |
| VENV_DIR: ${{ github.workspace }}/.venv | |
| steps: | |
| - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 | |
| - name: "Setting up Python" | |
| id: setup_python | |
| uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 | |
| with: | |
| python-version: ${{matrix.version}} | |
| - name: Create Python venv | |
| run: python -m venv ${VENV_DIR} | |
| - name: Install sharktank deps | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| python -m pip install --no-compile --upgrade pip | |
| # Note: We install in three steps in order to satisfy requirements | |
| # from non default locations first. Installing the PyTorch CPU | |
| # wheels saves multiple minutes and a lot of bandwidth on runner setup. | |
| pip install --no-compile -r pytorch-cpu-requirements.txt | |
| pip install --no-compile -r requirements.txt -r sharktank/requirements-tests.txt -e sharktank/ | |
| # Install nightly IREE packages. | |
| # We could also pin to a known working or stable version. | |
| pip install -f https://iree.dev/pip-release-links.html --pre \ | |
| iree-base-compiler \ | |
| iree-base-runtime \ | |
| iree-turbine | |
| pip freeze | |
| - name: Run perplexity test with IREE | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| pytest -n 8 -v -s sharktank/tests/evaluate/perplexity_iree_test.py --run-nightly-llama-tests --bs=100 --iree-device='hip://7' --iree-hip-target=gfx942 --iree-hal-target-backends=rocm --llama3-8b-f16-model-path=/data/llama3.1/8b/llama8b_f16.irpa --llama3-8b-tokenizer-path=/data/llama3.1/8b/tokenizer_config.json --html=out/llm/llama/perplexity/iree_perplexity/index.html | |
| - name: Deploy to GitHub Pages | |
| uses: peaceiris/actions-gh-pages@4f9cc6602d3f66b9c108549d475ec49e8ef4d45e # v4.0.0 | |
| with: | |
| github_token: ${{ secrets.SHARK_PLATFORM_GH_TOKEN }} | |
| publish_dir: ./out/llm/llama/perplexity/iree_perplexity | |
| destination_dir: ./llm/llama/perplexity/iree_perplexity | |
| keep_files: true | |
| test_perplexity_torch: | |
| if: ${{ github.repository_owner == 'nod-ai' || github.event_name != 'schedule' }} | |
| timeout-minutes: 1000 | |
| name: "Perplexity-Torch" | |
| strategy: | |
| matrix: | |
| version: [3.11] | |
| runs-on: [llama-mi300x-3] | |
| fail-fast: false | |
| runs-on: ${{matrix.runs-on}} | |
| defaults: | |
| run: | |
| shell: bash | |
| env: | |
| VENV_DIR: ${{ github.workspace }}/.venv | |
| steps: | |
| - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 | |
| - name: "Setting up Python" | |
| id: setup_python | |
| uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 | |
| with: | |
| python-version: ${{matrix.version}} | |
| - name: Create Python venv | |
| run: python -m venv ${VENV_DIR} | |
| - name: Install sharktank deps | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| python -m pip install --no-compile --upgrade pip | |
| # Note: We install in three steps in order to satisfy requirements | |
| # from non default locations first. Installing the PyTorch CPU | |
| # wheels saves multiple minutes and a lot of bandwidth on runner setup. | |
| pip install --no-compile -r pytorch-cpu-requirements.txt | |
| pip install --no-compile -r requirements.txt -r sharktank/requirements-tests.txt -e sharktank/ | |
| # Install nightly iree-turbine. | |
| # We could also pin to a known working or stable version. | |
| pip install -f https://iree.dev/pip-release-links.html --pre --upgrade \ | |
| iree-turbine | |
| - name: Run perplexity test with Torch | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| pytest -n 8 -v -s sharktank/tests/evaluate/perplexity_torch_test.py --longrun --llama3-8b-f16-model-path=/data/llama3.1/8b/llama8b_f16.irpa --llama3-8b-tokenizer-path=/data/llama3.1/8b/tokenizer_config.json --html=out/llm/llama/perplexity/torch_perplexity/index.html | |
| - name: Deploy to GitHub Pages | |
| uses: peaceiris/actions-gh-pages@4f9cc6602d3f66b9c108549d475ec49e8ef4d45e # v4.0.0 | |
| with: | |
| github_token: ${{ secrets.SHARK_PLATFORM_GH_TOKEN }} | |
| publish_dir: ./out/llm/llama/perplexity/torch_perplexity | |
| destination_dir: ./llm/llama/perplexity/torch_perplexity | |
| keep_files: true |