IREE Test Suite #75
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
| # 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: IREE Test Suite | |
| on: | |
| pull_request: | |
| paths: | |
| # This file itself. | |
| - ".github/workflows/test_iree.yml" | |
| # The iree_tests subproject. | |
| - "iree_tests/**" | |
| # The iree_special_models subproject. | |
| - "iree_special_models/**" | |
| workflow_dispatch: | |
| schedule: | |
| # Runs at 3:00 PM UTC, which is 8:00 AM PST | |
| - cron: "0 15 * * *" | |
| 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: | |
| models: | |
| name: "Models :: ${{ matrix.name }} :: ${{ matrix.runs-on }}" | |
| runs-on: ${{ matrix.runs-on }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| include: | |
| - name: cpu_llvm_task | |
| runs-on: nodai-amdgpu-mi250-x86-64 | |
| models-config-file: models_cpu_llvm_task.json | |
| backend: cpu | |
| - name: gpu_mi250_rocm | |
| runs-on: nodai-amdgpu-mi250-x86-64 | |
| models-config-file: models_gpu_rocm_gfx90a.json | |
| backend: rocm | |
| env: | |
| VENV_DIR: ${{ github.workspace }}/.venv | |
| ROCM_CHIP: gfx90a | |
| IREE_TEST_FILES: /groups/aig_sharks/iree-tests-cache-nod | |
| IREE_TEST_PATH_EXTENSION: ${{ github.workspace }}/iree_tests/specs | |
| MODELS_CONFIG_FILE_PATH: iree_tests/configs/${{ matrix.models-config-file }} | |
| TEST_SUITE_REPO_ROOT: ${{ github.workspace }} | |
| steps: | |
| - name: "Checking out repository" | |
| uses: actions/checkout@v4 | |
| with: | |
| submodules: false | |
| lfs: true | |
| # Install Python packages. | |
| # Note: skipping actions/setup-python since these self-hosted runners already have Python. | |
| - name: "Setup Python venv" | |
| run: python3 -m venv ${VENV_DIR} | |
| - name: "Installing IREE nightly release Python packages" | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| python3 -m pip install \ | |
| --find-links https://iree.dev/pip-release-links.html \ | |
| --upgrade \ | |
| iree-compiler \ | |
| iree-runtime | |
| - name: "Installing Python test requirements" | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| python3 -m pip install -r iree_tests/requirements.txt | |
| python3 -m pip install -r iree_special_models/requirements.txt | |
| pip install --no-compile --pre --upgrade -e common_tools | |
| # Download remote files. | |
| - name: "Downloading remote files for real weight model tests" | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| python3 iree_tests/download_remote_files.py --root-dir iree_special_models | |
| python3 iree_tests/download_remote_files.py --root-dir iree_tests/pytorch/models | |
| python3 iree_tests/download_remote_files.py --root-dir iree_tests/sharktank | |
| - name: "Running real weight model tests" | |
| if: "matrix.models-config-file != '' && !cancelled()" | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| pytest \ | |
| iree_tests/pytorch/models \ | |
| iree_tests/sharktank \ | |
| -n 4 \ | |
| -rA \ | |
| -k real_weights \ | |
| --no-skip-tests-missing-files \ | |
| --capture=no \ | |
| --log-cli-level=info \ | |
| --timeout=1200 \ | |
| --durations=0 \ | |
| --config-files=${MODELS_CONFIG_FILE_PATH} | |
| - name: "Running SDXL special model tests" | |
| id: special_models_sdxl | |
| if: ${{ !cancelled() }} | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| pytest iree_special_models/sdxl \ | |
| -k ${{ matrix.backend }} \ | |
| -rpfE \ | |
| --capture=no \ | |
| --log-cli-level=info \ | |
| --timeout=1200 \ | |
| --durations=0 | |
| - name: "Running SD3 special model tests" | |
| id: special_models_sd3 | |
| if: ${{ !cancelled() }} | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| pytest iree_special_models/sd3 \ | |
| -k ${{ matrix.backend }} \ | |
| -rpfE \ | |
| --capture=no \ | |
| --log-cli-level=info \ | |
| --timeout=1200 \ | |
| --durations=0 | |
| - name: "Running SDXL ROCm pipeline benchmark" | |
| if: | | |
| contains(matrix.name, 'rocm') && | |
| steps.special_models_sdxl.outcome == 'success' | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| pytest iree_tests/benchmarks/sdxl/benchmark_sdxl_rocm.py \ | |
| --goldentime-rocm-e2e-ms 1450.0 \ | |
| --goldentime-rocm-unet-ms 370.0 \ | |
| --goldentime-rocm-clip-ms 18.5 \ | |
| --goldentime-rocm-vae-ms 315.0 \ | |
| --goldendispatch-rocm-unet 1714 \ | |
| --goldendispatch-rocm-clip 1569 \ | |
| --goldendispatch-rocm-vae 248 \ | |
| --goldensize-rocm-unet-bytes 2280000 \ | |
| --goldensize-rocm-clip-bytes 860000 \ | |
| --goldensize-rocm-vae-bytes 840000 \ | |
| --gpu-number 6 \ | |
| --rocm-chip gfx90a \ | |
| --log-cli-level=info | |
| echo "$(<job_summary.md )" >> $GITHUB_STEP_SUMMARY |