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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,77 @@ | ||
| # 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 short | ||
|
|
||
| on: | ||
| workflow_dispatch: | ||
| pull_request: | ||
| push: | ||
| branches: | ||
| - main | ||
|
|
||
| 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: | ||
| name: "Llama3.1 8B FP16" | ||
| 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@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 | ||
| with: | ||
| python-version: ${{matrix.version}} | ||
|
|
||
| - name: "Checkout Code" | ||
| uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 | ||
|
|
||
| - name: Cache Pip Packages | ||
| uses: actions/cache@6849a6489940f00c2f30c0fb92c6274307ccb58a # v4.1.2 | ||
| id: cache-pip | ||
| with: | ||
| path: ${{ env.PIP_CACHE_DIR }} | ||
| key: pip-${{ steps.setup_python.outputs.python-version }}-${{ hashFiles('*requirements*.txt','sharktank/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 -r requirements.txt -r sharktank/requirements-tests.txt -e sharktank/ | ||
| # Install latest iree-tubrine. | ||
| 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" | ||
| # Try with the latest IREE 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 --pre \ | ||
| iree-base-compiler \ | ||
| iree-base-runtime | ||
| - name: Run perplexity test with vmfb | ||
| run: pytest -n 8 -v -s sharktank/tests/evaluate/perplexity_iree_test.py --bs=5 --iree-device='hip://6' --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 |
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