Update benchmarking step to also test compilation stats #377
Workflow file for this run
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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: | |
| # TODO(scotttodd): run on schedule (nightly), and/or on pushes to `main` | |
| pull_request: | |
| paths: | |
| # This file itself. | |
| - ".github/workflows/test_iree.yml" | |
| # The iree_tests subproject. | |
| - "iree_tests/**" | |
| workflow_dispatch: | |
| 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: | |
| onnx: | |
| name: "ONNX :: ${{ matrix.name }} :: ${{ matrix.runs-on }}" | |
| runs-on: ${{ matrix.runs-on }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| include: | |
| - name: cpu_llvm_sync | |
| runs-on: ubuntu-24.04 | |
| config-file: config_onnx_cpu_llvm_sync.json | |
| env: | |
| VENV_DIR: ${{ github.workspace }}/.venv | |
| CONFIG_FILE_PATH: iree_tests/configs/${{ matrix.config-file }} | |
| steps: | |
| - name: "Checking out repository" | |
| uses: actions/checkout@v4 | |
| with: | |
| submodules: false | |
| lfs: true | |
| # Install Python packages. | |
| - name: "Setting up Python" | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.11' | |
| - 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 | |
| # Run tests and output new config files as needed. | |
| - name: "Running the generated ONNX test suite" | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| pytest iree_tests/onnx/ \ | |
| -n auto \ | |
| -rpfE \ | |
| --timeout=30 \ | |
| --durations=10 \ | |
| --report-log=/tmp/iree_tests_onnx_${{ matrix.name }}_logs.json \ | |
| --config-files=${CONFIG_FILE_PATH} | |
| - name: "Updating config file with latest XFAIL lists" | |
| if: failure() | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| python iree_tests/update_config_xfails.py \ | |
| --log-file=/tmp/iree_tests_onnx_${{ matrix.name }}_logs.json \ | |
| --config-file=${CONFIG_FILE_PATH} | |
| cat ${CONFIG_FILE_PATH} | |
| - name: "Uploading new config file" | |
| if: failure() | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: ${{ matrix.config-file }} | |
| path: ${{ env.CONFIG_FILE_PATH }} | |
| 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-w7900-x86-64 | |
| models-config-file: config_pytorch_models_cpu_llvm_task.json | |
| sdxl-prompt-encoder-config-file: config_sdxl_prompt_encoder_cpu_llvm_task.json | |
| sdxl-unet-config-file: config_sdxl_scheduled_unet_cpu_llvm_task.json | |
| sdxl-vae-decode-config-file: config_sdxl_vae_decode_cpu_llvm_task.json | |
| - name: gpu_mi250_rocm | |
| runs-on: nodai-amdgpu-mi250-x86-64 | |
| models-config-file: config_gpu_rocm_models.json | |
| sdxl-prompt-encoder-config-file: config_sdxl_prompt_encoder_gpu_rocm.json | |
| sdxl-unet-config-file: config_sdxl_scheduled_unet_gpu_rocm.json | |
| sdxl-vae-decode-config-file: config_sdxl_vae_decode_gpu_rocm.json | |
| env: | |
| VENV_DIR: ${{ github.workspace }}/.venv | |
| IREE_TEST_FILES: ~/iree_tests_cache | |
| IREE_TEST_PATH_EXTENSION: ${{ github.workspace }}/iree_tests/specs | |
| MODELS_CONFIG_FILE_PATH: iree_tests/configs/${{ matrix.models-config-file }} | |
| SDXL_PROMPT_ENCODER_CONFIG_FILE_PATH: iree_tests/configs/${{ matrix.sdxl-prompt-encoder-config-file }} | |
| SDXL_UNET_CONFIG_FILE_PATH: iree_tests/configs/${{ matrix.sdxl-unet-config-file }} | |
| SDXL_VAE_DECODE_CONFIG_FILE_PATH: iree_tests/configs/${{ matrix.sdxl-vae-decode-config-file }} | |
| 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 | |
| # 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 pytorch/models | |
| - name: "Running real weights model tests" | |
| if: ${{ !cancelled() }} | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| pytest iree_tests/pytorch/models \ | |
| -n 4 \ | |
| -rpfE \ | |
| -k real_weights \ | |
| --no-skip-tests-missing-files \ | |
| --capture=no \ | |
| --log-cli-level=info \ | |
| --timeout=1200 \ | |
| --durations=0 \ | |
| --config-files=${MODELS_CONFIG_FILE_PATH} | |
| - name: "Running real weights SDXL prompt encoder tests" | |
| id: prompt_encoder | |
| if: ${{ !cancelled() }} | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| pytest iree_tests/pytorch/models/sdxl-prompt-encoder-tank \ | |
| -rpfE \ | |
| -k real_weights \ | |
| --no-skip-tests-missing-files \ | |
| --capture=no \ | |
| --log-cli-level=info \ | |
| --timeout=1200 \ | |
| --durations=0 \ | |
| --config-files=${SDXL_PROMPT_ENCODER_CONFIG_FILE_PATH} | |
| - name: "Running real weights SDXL scheduled unet tests" | |
| id: unet | |
| if: ${{ !cancelled() }} | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| pytest iree_tests/pytorch/models/sdxl-scheduled-unet-3-tank \ | |
| -rpfE \ | |
| -k real_weights \ | |
| --no-skip-tests-missing-files \ | |
| --capture=no \ | |
| --log-cli-level=info \ | |
| --timeout=1200 \ | |
| --durations=0 \ | |
| --config-files=${SDXL_UNET_CONFIG_FILE_PATH} | |
| - name: "Running real weights SDXL vae decode tests" | |
| id: vae | |
| if: ${{ !cancelled() }} | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| pytest iree_tests/pytorch/models/sdxl-vae-decode-tank \ | |
| -rpfE \ | |
| -k real_weights \ | |
| --no-skip-tests-missing-files \ | |
| --capture=no \ | |
| --log-cli-level=info \ | |
| --timeout=1200 \ | |
| --durations=0 \ | |
| --config-files=${SDXL_VAE_DECODE_CONFIG_FILE_PATH} | |
| - name: "Running SDXL ROCm pipeline benchmark" | |
| if: | | |
| contains(matrix.name, 'rocm') && | |
| steps.prompt_encoder.outcome == 'success' && | |
| steps.unet.outcome == 'success' && steps.vae.outcome == 'success' | |
| run: | | |
| source ${VENV_DIR}/bin/activate | |
| pytest iree_tests/benchmarks/sdxl/benchmark_sdxl_rocm.py \ | |
| --goldentime-rocm-e2e-ms 1000 \ | |
| --goldentime-rocm-unet-ms 450.5 \ | |
| --goldentime-rocm-clip-ms 19 \ | |
| --goldentime-rocm-vae-ms 288.5 \ | |
| --goldendispatch-rocm-unet 1718 \ | |
| --goldendispatch-rocm-clip 1571 \ | |
| --goldendispatch-rocm-vae 250 \ | |
| --goldensize-rocm-unet-bytes 2088217 \ | |
| --goldensize-rocm-clip-bytes 785493 \ | |
| --goldensize-rocm-vae-bytes 762067 \ | |
| --gpu-number 6 \ | |
| --rocm-chip gfx90a \ | |
| --log-cli-level=info \ | |
| --retries 3 | |
| echo "$(<job_summary.md )" >> $GITHUB_STEP_SUMMARY |