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run_mmperf.yml
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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"