[sharktank] Evaluation - Add Perplexity test for vmfb #30
Workflow file for this run
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: Evaluation Tests | |
| on: | |
| pull_request: | |
| 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_vmfb: | |
| timeout-minutes: 1000 | |
| name: "Evaluation Tests - perplexity_vmfb" | |
| strategy: | |
| matrix: | |
| version: [3.11] | |
| runs-on: [llama-mi300x-3] | |
| fail-fast: false | |
| runs-on: ${{matrix.runs-on}} | |
| defaults: | |
| run: | |
| shell: bash | |
| env: | |
| PIP_CACHE_DIR: "${{ github.workspace }}/.pip-cache" | |
| SHARK_PLATFORM_REPO_ROOT: ${{ github.workspace }} | |
| steps: | |
| - name: "Setting up Python" | |
| id: setup_python | |
| uses: actions/setup-python@v3 | |
| with: | |
| python-version: ${{matrix.version}} | |
| - name: "Checkout Code" | |
| uses: actions/checkout@v3 | |
| - name: Cache Pip Packages | |
| uses: actions/cache@v4 | |
| id: cache-pip | |
| with: | |
| path: ${{ env.PIP_CACHE_DIR }} | |
| key: pip-${{ steps.setup_python.outputs.python-version }}-${{ hashFiles('*requirements.txt') }} | |
| - name: Install sharktank deps | |
| run: | | |
| 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 -f https://iree.dev/pip-release-links.html --src deps \ | |
| -e "git+https://github.com/iree-org/iree-turbine.git#egg=iree-turbine" | |
| pip install --no-compile -r requirements.txt -r sharktank/requirements-tests.txt -e sharktank/ | |
| # Try with the latest nightly releases, not what iree-turbine pins. | |
| # We could also pin to a known working or stable version. | |
| # This should eventually stabilize. Do the best we can for now. | |
| pip install -f https://iree.dev/pip-release-links.html --upgrade \ | |
| iree-compiler \ | |
| iree-runtime \ | |
| "numpy<2.0" | |
| - name: test benchmark | |
| run: pytest sharktank/tests/models/llama/benchmark_amdgpu_tests.py -v -s --longrun -k 'testBenchmark8B_f16_Decomposed' | |
| - name: test1 | |
| run: cd /home/nod/actions-runner-llama/_work/SHARK-Platform/SHARK-Platform/sharktank && python3 -m sharktank.examples.export_paged_llm_v1 --irpa-file /data/llama-3.1/8b/llama8b_f16.irpa --output-mlir /home/nod/actions-runner-llama/_work/SHARK-Platform/SHARK-Platform/tmp_perplexity_ci_artifacts/llama8b_f16_decomposed.mlir --output-config /home/nod/actions-runner-llama/_work/SHARK-Platform/SHARK-Platform/tmp_perplexity_ci_artifacts/llama8b_f16_decomposed.json --bs 100 --attention-kernel decomposed | |
| - name: Run perplexity test with vmfb | |
| run: pytest -n 8 -v -s sharktank/tests/evaluate/perplexity_vmfb_test.py --iree-device='hip://7' --longrun | |
| # test_perplexity_torch: | |
| # timeout-minutes: 1000 | |
| # name: "Evaluation Tests - perplexity_torch" | |
| # strategy: | |
| # matrix: | |
| # version: [3.11] | |
| # runs-on: [llama-mi300] | |
| # fail-fast: false | |
| # runs-on: ${{matrix.runs-on}} | |
| # defaults: | |
| # run: | |
| # shell: bash | |
| # env: | |
| # PIP_CACHE_DIR: "${{ github.workspace }}/.pip-cache" | |
| # SHARK_PLATFORM_REPO_ROOT: ${{ github.workspace }} | |
| # steps: | |
| # - name: "Setting up Python" | |
| # id: setup_python | |
| # uses: actions/setup-python@v3 | |
| # with: | |
| # python-version: ${{matrix.version}} | |
| # - name: "Checkout Code" | |
| # uses: actions/checkout@v3 | |
| # - name: Cache Pip Packages | |
| # uses: actions/cache@v4 | |
| # id: cache-pip | |
| # with: | |
| # path: ${{ env.PIP_CACHE_DIR }} | |
| # key: pip-${{ steps.setup_python.outputs.python-version }}-${{ hashFiles('*requirements.txt') }} | |
| # - name: Install sharktank deps | |
| # run: | | |
| # 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 -f https://iree.dev/pip-release-links.html --src deps \ | |
| # -e "git+https://github.com/iree-org/iree-turbine.git#egg=iree-turbine" | |
| # pip install --no-compile -r requirements.txt -r sharktank/requirements-tests.txt -e sharktank/ | |
| # - name: Run perplexity test in eager mode | |
| # run: pytest -n 8 -v -s sharktank/tests/evaluate/perplexity_torch_test.py --longrun |