ci_eval.yaml

# 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 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

          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 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"

      - 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