mmperf #246
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| # Copyright 2022 The IREE Authors | |
| # | |
| # 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 | |
| # | |
| # Workflow for running `mmperf` (https://github.com/mmperf/mmperf). | |
| # `mmperf` benchmarks matrix-multiply workloads on IREE and other backends such | |
| # as RUY, TVM, Halide, CuBLAS, etc. | |
| # | |
| # The workflow runs benchmarks on CPU and GPU and uploads results to the | |
| # `mmperf-benchmark-artifacts` GC bucket. | |
| name: mmperf | |
| on: | |
| schedule: | |
| - cron: '0 13 * * *' | |
| 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 | |
| env: | |
| GCS_DIR: gs://iree-github-actions-${{ github.event_name == 'pull_request' && 'presubmit' || 'postsubmit' }}-artifacts/${{ github.run_id }}/${{ github.run_attempt }} | |
| jobs: | |
| setup: | |
| runs-on: ubuntu-20.04 | |
| env: | |
| # The commit being checked out is the merge commit for the PR. Its first | |
| # parent will be the tip of main. | |
| BASE_REF: HEAD^ | |
| PR_TITLE: ${{ github.event.pull_request.title }} | |
| PR_BODY: ${{ github.event.pull_request.body }} | |
| IREE_SHA: ${{ github.sha }} | |
| outputs: | |
| artifact-upload-dir: ${{ steps.iree.outputs.artifact-upload-dir }} | |
| should-run: ${{ steps.configure.outputs.should-run }} | |
| runner-env: ${{ steps.configure.outputs.runner-env }} | |
| runner-group: ${{ steps.configure.outputs.runner-group }} | |
| steps: | |
| - name: "Checking out repository" | |
| uses: actions/checkout@8f4b7f84864484a7bf31766abe9204da3cbe65b3 # v3.5.0 | |
| with: | |
| # We need the parent commit to do a diff | |
| fetch-depth: 2 | |
| - name: "Configuring CI options" | |
| id: configure | |
| run: | | |
| # Just informative logging. There should only be two commits in the | |
| # history here, but limiting the depth helps when copying from a local | |
| # repo instead of using checkout, e.g. with | |
| # https://github.com/nektos/act where there will be more. | |
| git log --oneline --graph --max-count=3 | |
| ./build_tools/github_actions/configure_ci.py | |
| - name: "Calculating version info" | |
| id: iree | |
| run: | | |
| export GCS_ARTIFACT_DIR="$(date +'%Y-%m-%d').sha_${IREE_SHA}.timestamp_$(date +'%s')" | |
| echo "artifact-upload-dir=${GCS_ARTIFACT_DIR}" >> $GITHUB_OUTPUT | |
| build_and_benchmark_cpu: | |
| needs: setup | |
| if: needs.setup.outputs.should-run == 'true' | |
| runs-on: | |
| - self-hosted # must come first | |
| - runner-group=${{ needs.setup.outputs.runner-group }} | |
| - environment=${{ needs.setup.outputs.runner-env }} | |
| - cpu | |
| - os-family=Linux | |
| env: | |
| IREE_SHA: ${{ github.sha }} | |
| BUILD_DIR: mmperf-build-cpu | |
| RESULTS_DIR: mmperf-results-cpu | |
| GCS_UPLOAD_PARENT_DIR: "gs://mmperf-benchmark-artifacts/cpu" | |
| GCS_UPLOAD_DIR_NAME: ${{ needs.setup.outputs.artifact-upload-dir }} | |
| steps: | |
| - name: "Checking out repository" | |
| uses: actions/checkout@8f4b7f84864484a7bf31766abe9204da3cbe65b3 # v3.5.0 | |
| - name: "Building mmperf for CPU" | |
| run: | | |
| ./build_tools/github_actions/docker_run.sh \ | |
| gcr.io/iree-oss/mmperf@sha256:dfeebcaf8f417275d44c7b8d9a1360c6a26d280b526779c9e64384798cfd9c92 \ | |
| ./build_tools/benchmarks/mmperf/build_mmperf.sh "${BUILD_DIR}" "cpu" "${IREE_SHA}" | |
| - name: "Running mmperf on CPU" | |
| run: | | |
| mkdir ${RESULTS_DIR} | |
| ./build_tools/github_actions/docker_run.sh \ | |
| gcr.io/iree-oss/mmperf@sha256:dfeebcaf8f417275d44c7b8d9a1360c6a26d280b526779c9e64384798cfd9c92 \ | |
| ./build_tools/benchmarks/mmperf/run_mmperf.sh "${BUILD_DIR}" "${RESULTS_DIR}" | |
| - name: "Uploading results" | |
| run: | | |
| gcloud storage cp "${RESULTS_DIR}/latest/**" "${GCS_UPLOAD_PARENT_DIR}/${GCS_UPLOAD_DIR_NAME}/" | |
| gcloud storage cp "${RESULTS_DIR}/latest/matmul.png" "${GCS_UPLOAD_PARENT_DIR}/matmul.png" | |
| build_cuda: | |
| needs: setup | |
| if: needs.setup.outputs.should-run == 'true' | |
| runs-on: | |
| - self-hosted # must come first | |
| - runner-group=${{ needs.setup.outputs.runner-group }} | |
| - environment=${{ needs.setup.outputs.runner-env }} | |
| - cpu | |
| - os-family=Linux | |
| env: | |
| IREE_SHA: ${{ github.sha }} | |
| BUILD_DIR: mmperf-build-cuda | |
| outputs: | |
| build-dir: ${{ env.BUILD_DIR }} | |
| build-dir-archive: ${{ steps.archive.outputs.build-dir-archive }} | |
| build-dir-gcs-artifact: ${{ steps.upload.outputs.build-dir-gcs-artifact }} | |
| steps: | |
| - name: "Checking out repository" | |
| uses: actions/checkout@8f4b7f84864484a7bf31766abe9204da3cbe65b3 # v3.5.0 | |
| - name: "Building mmperf for CUDA" | |
| run: | | |
| ./build_tools/github_actions/docker_run.sh \ | |
| gcr.io/iree-oss/mmperf@sha256:dfeebcaf8f417275d44c7b8d9a1360c6a26d280b526779c9e64384798cfd9c92 \ | |
| ./build_tools/benchmarks/mmperf/build_mmperf.sh "${BUILD_DIR}" "cuda" "${IREE_SHA}" | |
| - name: "Removing unused files" | |
| run: | | |
| find "${BUILD_DIR}" -type f -name "*.a" -o -type f -name "*.o" \ | |
| -print \ | |
| -delete | |
| - name: "Creating build dir archive" | |
| id: archive | |
| env: | |
| BUILD_DIR_ARCHIVE: ${{ env.BUILD_DIR }}.tar.zst | |
| run: | | |
| tar -I 'zstd -T0' \ | |
| -cf ${BUILD_DIR_ARCHIVE} ${BUILD_DIR} | |
| echo "build-dir-archive=${BUILD_DIR_ARCHIVE}" >> "${GITHUB_OUTPUT}" | |
| - name: "Uploading build dir archive" | |
| id: upload | |
| env: | |
| BUILD_DIR_ARCHIVE: ${{ steps.archive.outputs.build-dir-archive }} | |
| BUILD_DIR_GCS_ARTIFACT: ${{ env.GCS_DIR }}/${{ steps.archive.outputs.build-dir-archive }} | |
| run: | | |
| gcloud storage cp "${BUILD_DIR_ARCHIVE}" "${BUILD_DIR_GCS_ARTIFACT}" | |
| echo "build-dir-gcs-artifact=${BUILD_DIR_GCS_ARTIFACT}" >> "${GITHUB_OUTPUT}" | |
| benchmark_cuda: | |
| needs: [setup, build_cuda] | |
| if: needs.setup.outputs.should-run == 'true' | |
| runs-on: | |
| - self-hosted # must come first | |
| - runner-group=${{ needs.setup.outputs.runner-group }} | |
| - environment=${{ needs.setup.outputs.runner-env }} | |
| - machine-type=a2-highgpu-1g | |
| - os-family=Linux | |
| env: | |
| RESULTS_DIR: mmperf-results-cuda | |
| GCS_UPLOAD_PARENT_DIR: "gs://mmperf-benchmark-artifacts/cuda" | |
| GCS_UPLOAD_DIR_NAME: ${{ needs.setup.outputs.artifact-upload-dir }} | |
| BUILD_DIR: ${{ needs.build_cuda.outputs.build-dir }} | |
| BUILD_DIR_ARCHIVE: ${{ needs.build_cuda.outputs.build-dir-archive }} | |
| BUILD_DIR_GCS_ARTIFACT: ${{ needs.build_cuda.outputs.build-dir-gcs-artifact }} | |
| steps: | |
| - name: "Checking out repository" | |
| uses: actions/checkout@8f4b7f84864484a7bf31766abe9204da3cbe65b3 # v3.5.0 | |
| - name: "Downloading build dir archive" | |
| run: gcloud storage cp "${BUILD_DIR_GCS_ARTIFACT}" "${BUILD_DIR_ARCHIVE}" | |
| - name: "Extracting build dir archive" | |
| run: tar -xf "${BUILD_DIR_ARCHIVE}" | |
| - name: "Running mmperf on CUDA" | |
| run: | | |
| mkdir ${RESULTS_DIR} | |
| ./build_tools/github_actions/docker_run.sh \ | |
| --gpus all \ | |
| gcr.io/iree-oss/mmperf@sha256:dfeebcaf8f417275d44c7b8d9a1360c6a26d280b526779c9e64384798cfd9c92 \ | |
| ./build_tools/benchmarks/mmperf/run_mmperf.sh "${BUILD_DIR}" "${RESULTS_DIR}" | |
| - name: "Uploading results" | |
| run: | | |
| export GCS_DIR_NAME="$(date +'%Y-%m-%d').$(date +'%s')" | |
| gcloud storage cp "${RESULTS_DIR}/latest/**" "${GCS_UPLOAD_PARENT_DIR}/${GCS_UPLOAD_DIR_NAME}/" | |
| gcloud storage cp "${RESULTS_DIR}/latest/matmul.png" "${GCS_UPLOAD_PARENT_DIR}/matmul.png" |