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 |