IREE Test Suite #57
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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: 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 |