Mobile Comparative Benchmarks #754
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| # Copyright 2023 The OpenXLA 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 | |
| # | |
| # Mobile Comparative Benchmarks Workflow. | |
| name: Mobile Comparative Benchmarks | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| # Scheduled to run at 09:00 UTC and 21:00 UTC. | |
| - cron: '0 09,21 * * *' | |
| 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). | |
| group: ${{ github.workflow }}-${{ github.event.number || github.sha }} | |
| cancel-in-progress: true | |
| env: | |
| GCS_DIR: gs://openxla-github-actions-${{ github.event_name == 'pull_request' && 'presubmit' || 'postsubmit' }}-artifacts/${{ github.run_id }}/${{ github.run_attempt }} | |
| jobs: | |
| setup: | |
| runs-on: ubuntu-22.04 | |
| outputs: | |
| runner-group: ${{ steps.configure.outputs.runner-group }} | |
| benchmark-gcs-dir: ${{ steps.configure.outputs.benchmark-gcs-dir }} | |
| run-timestamp: ${{ steps.configure.outputs.run-timestamp }} | |
| steps: | |
| - name: "Checking out PR repository" | |
| uses: actions/checkout@e2f20e631ae6d7dd3b768f56a5d2af784dd54791 # v2.5.0 | |
| - name: "Configuring CI options" | |
| id: configure | |
| env: | |
| RUNNER_GROUP: ${{ github.event_name == 'pull_request' && 'presubmit' || 'postsubmit' }} | |
| run: | | |
| # Just informative logging. There should only be two commits in the | |
| # history here, but limiting the depth helps when copying from a local | |
| # repo instead of using checkout, e.g. with | |
| # https://github.com/nektos/act where there will be more. | |
| git log --oneline --graph --max-count=3 | |
| # Workflow jobs can't access `env` in `runs-on`, so we need to make | |
| # `runner-group` a job output variable. | |
| echo "runner-group=${RUNNER_GROUP}" > "${GITHUB_OUTPUT}" | |
| RUN_TIMESTAMP="$(date +'%Y-%m-%d').$(date +'%s')" | |
| echo "run-timestamp=${RUN_TIMESTAMP}" >> "${GITHUB_OUTPUT}" | |
| # For presubmit testing, the result artifacts are uploaded to the | |
| # temporary workflow GCS dir. In postsubmit, the result artifacts are | |
| # uploaded to the comparative benchmark GCS dir. | |
| if [[ "${RUNNER_GROUP}" == "presubmit" ]]; then | |
| BENCHMARK_GCS_DIR="${GCS_DIR}/comparative-benchmark-artifacts" | |
| else | |
| BENCHMARK_GCS_DIR="gs://comparative-benchmark-artifacts/${RUN_TIMESTAMP}" | |
| fi | |
| echo "benchmark-gcs-dir=${BENCHMARK_GCS_DIR}" >> "${GITHUB_OUTPUT}" | |
| build_iree: | |
| needs: setup | |
| runs-on: | |
| - self-hosted # must come first | |
| - runner-group=${{ needs.setup.outputs.runner-group }} | |
| - environment=prod | |
| - cpu | |
| - os-family=Linux | |
| env: | |
| IREE_SOURCE_DIR: iree-src | |
| IREE_INSTALL_DIR: iree-install | |
| IREE_ANDROID_TOOLS_DIR: tools | |
| ANDROID_PLATFORM_VERSION: 31 | |
| X86_BUILD_DIR: iree-build | |
| ANDROID_BUILD_DIR: iree-build-android | |
| BENCHMARK_GCS_DIR: ${{ needs.setup.outputs.benchmark-gcs-dir }} | |
| outputs: | |
| iree-install-dir: ${{ env.IREE_INSTALL_DIR }} | |
| iree-install-dir-archive: ${{ steps.archive.outputs.iree-install-dir-archive }} | |
| iree-install-dir-gcs-artifact: ${{ steps.upload.outputs.iree-install-dir-gcs-artifact }} | |
| iree-android-tools-dir: ${{ env.IREE_ANDROID_TOOLS_DIR }} | |
| iree-android-tools-dir-archive: ${{ steps.archive.outputs.iree-android-tools-dir-archive }} | |
| iree-android-tools-dir-gcs-artifact: ${{ steps.upload.outputs.iree-android-tools-dir-gcs-artifact }} | |
| steps: | |
| - name: "Checking out PR repository" | |
| uses: actions/checkout@e2f20e631ae6d7dd3b768f56a5d2af784dd54791 # v2.5.0 | |
| - name: "Building IREE" | |
| run: | | |
| mkdir -p "${IREE_SOURCE_DIR}" | |
| mkdir -p "${X86_BUILD_DIR}" | |
| mkdir -p "${ANDROID_BUILD_DIR}" | |
| docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \ | |
| --env IREE_SOURCE_DIR="${IREE_SOURCE_DIR}" \ | |
| --env IREE_INSTALL_DIR="${IREE_INSTALL_DIR}" \ | |
| --env ANDROID_PLATFORM_VERSION="${ANDROID_PLATFORM_VERSION}" \ | |
| "gcr.io/iree-oss/openxla-benchmark/android@sha256:cba9827bc47a6afb575efc72ed821ceda32b3132a406235d3edf6d125deef0d7" \ | |
| ./experimental/iree/build_iree.sh \ | |
| "${X86_BUILD_DIR}" \ | |
| "${ANDROID_BUILD_DIR}" | |
| - name: "Creating archives" | |
| id: archive | |
| env: | |
| IREE_INSTALL_DIR_ARCHIVE: ${{ env.IREE_INSTALL_DIR }}.tgz | |
| IREE_ANDROID_TOOLS_DIR_ARCHIVE: ${{ env.IREE_ANDROID_TOOLS_DIR }}.tgz | |
| run: | | |
| tar -zcvf "${IREE_INSTALL_DIR_ARCHIVE}" -C "${X86_BUILD_DIR}" "${IREE_INSTALL_DIR}" | |
| echo "iree-install-dir-archive=${IREE_INSTALL_DIR_ARCHIVE}" >> "${GITHUB_OUTPUT}" | |
| tar -zcvf "${IREE_ANDROID_TOOLS_DIR_ARCHIVE}" -C "${ANDROID_BUILD_DIR}" "${IREE_ANDROID_TOOLS_DIR}" | |
| echo "iree-android-tools-dir-archive=${IREE_ANDROID_TOOLS_DIR_ARCHIVE}" >> "${GITHUB_OUTPUT}" | |
| - name: "Uploading archives" | |
| id: upload | |
| env: | |
| IREE_INSTALL_DIR_ARCHIVE: ${{ steps.archive.outputs.iree-install-dir-archive }} | |
| IREE_INSTALL_DIR_GCS_ARTIFACT: ${{ env.BENCHMARK_GCS_DIR }}/${{ steps.archive.outputs.iree-install-dir-archive }} | |
| IREE_ANDROID_TOOLS_DIR_ARCHIVE: ${{ steps.archive.outputs.iree-android-tools-dir-archive }} | |
| IREE_ANDROID_TOOLS_DIR_GCS_ARTIFACT: ${{ env.BENCHMARK_GCS_DIR }}/${{ steps.archive.outputs.iree-android-tools-dir-archive }} | |
| run: | | |
| gcloud storage cp "${IREE_INSTALL_DIR_ARCHIVE}" "${IREE_INSTALL_DIR_GCS_ARTIFACT}" | |
| echo "iree-install-dir-gcs-artifact=${IREE_INSTALL_DIR_GCS_ARTIFACT}" >> "${GITHUB_OUTPUT}" | |
| gcloud storage cp "${IREE_ANDROID_TOOLS_DIR_ARCHIVE}" "${IREE_ANDROID_TOOLS_DIR_GCS_ARTIFACT}" | |
| echo "iree-android-tools-dir-gcs-artifact=${IREE_ANDROID_TOOLS_DIR_GCS_ARTIFACT}" >> "${GITHUB_OUTPUT}" | |
| build_tflite: | |
| needs: setup | |
| runs-on: | |
| - self-hosted # must come first | |
| - runner-group=${{ needs.setup.outputs.runner-group }} | |
| - environment=prod | |
| - cpu | |
| - os-family=Linux | |
| env: | |
| TF_SOURCE_DIR: tf-src | |
| X86_BUILD_DIR: tf-build | |
| ANDROID_BUILD_DIR: tf-build-android | |
| BENCHMARK_GCS_DIR: ${{ needs.setup.outputs.benchmark-gcs-dir }} | |
| outputs: | |
| tflite-build-dir: ${{ env.X86_BUILD_DIR }} | |
| tflite-build-dir-archive: ${{ steps.archive.outputs.tflite-build-dir-archive }} | |
| tflite-build-dir-gcs-artifact: ${{ steps.upload.outputs.tflite-build-dir-gcs-artifact }} | |
| tflite-android-build-dir: ${{ env.ANDROID_BUILD_DIR }} | |
| tflite-android-build-dir-archive: ${{ steps.archive.outputs.tflite-android-build-dir-archive }} | |
| tflite-android-build-dir-gcs-artifact: ${{ steps.upload.outputs.tflite-android-build-dir-gcs-artifact }} | |
| steps: | |
| - name: "Checking out PR repository" | |
| uses: actions/checkout@e2f20e631ae6d7dd3b768f56a5d2af784dd54791 # v2.5.0 | |
| - name: "Building TFLite" | |
| run: | | |
| mkdir -p "${TF_SOURCE_DIR}" | |
| mkdir -p "${X86_BUILD_DIR}" | |
| mkdir -p "${ANDROID_BUILD_DIR}" | |
| docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \ | |
| --env OOBI_TEMP_DIR="${TF_SOURCE_DIR}" \ | |
| "gcr.io/iree-oss/openxla-benchmark/tflite-android@sha256:a9e6c363edb8a10d460dd2eebce22e59a005b5125104eb111ed6586470591cc2" \ | |
| ./experimental/tflite/build_tflite.sh \ | |
| "${X86_BUILD_DIR}" \ | |
| "${ANDROID_BUILD_DIR}" | |
| - name: "Creating archives" | |
| id: archive | |
| env: | |
| TFLITE_BUILD_DIR_ARCHIVE: ${{ env.X86_BUILD_DIR }}.tgz | |
| TFLITE_ANDROID_BUILD_DIR_ARCHIVE: ${{ env.ANDROID_BUILD_DIR }}.tgz | |
| run: | | |
| tar -zcvf "${TFLITE_BUILD_DIR_ARCHIVE}" "${X86_BUILD_DIR}" | |
| echo "tflite-build-dir-archive=${TFLITE_BUILD_DIR_ARCHIVE}" >> "${GITHUB_OUTPUT}" | |
| tar -zcvf "${TFLITE_ANDROID_BUILD_DIR_ARCHIVE}" "${ANDROID_BUILD_DIR}" | |
| echo "tflite-android-build-dir-archive=${TFLITE_ANDROID_BUILD_DIR_ARCHIVE}" >> "${GITHUB_OUTPUT}" | |
| - name: "Uploading archives" | |
| id: upload | |
| env: | |
| TFLITE_BUILD_DIR_ARCHIVE: ${{ steps.archive.outputs.tflite-build-dir-archive }} | |
| TFLITE_BUILD_DIR_GCS_ARTIFACT: ${{ env.BENCHMARK_GCS_DIR }}/${{ steps.archive.outputs.tflite-build-dir-archive }} | |
| TFLITE_ANDROID_BUILD_DIR_ARCHIVE: ${{ steps.archive.outputs.tflite-android-build-dir-archive }} | |
| TFLITE_ANDROID_BUILD_DIR_GCS_ARTIFACT: ${{ env.BENCHMARK_GCS_DIR }}/${{ steps.archive.outputs.tflite-android-build-dir-archive }} | |
| run: | | |
| gcloud storage cp "${TFLITE_BUILD_DIR_ARCHIVE}" "${TFLITE_BUILD_DIR_GCS_ARTIFACT}" | |
| echo "tflite-build-dir-gcs-artifact=${TFLITE_BUILD_DIR_GCS_ARTIFACT}" >> "${GITHUB_OUTPUT}" | |
| gcloud storage cp "${TFLITE_ANDROID_BUILD_DIR_ARCHIVE}" "${TFLITE_ANDROID_BUILD_DIR_GCS_ARTIFACT}" | |
| echo "tflite-android-build-dir-gcs-artifact=${TFLITE_ANDROID_BUILD_DIR_GCS_ARTIFACT}" >> "${GITHUB_OUTPUT}" | |
| # We compile and benchmark on the same machine because it takes too much time to compress and upload compiled artifacts. | |
| compile_and_benchmark_on_c2-standard-60: | |
| needs: [setup, build_iree, build_tflite] | |
| runs-on: | |
| - self-hosted # must come first | |
| - runner-group=${{ needs.setup.outputs.runner-group }} | |
| - environment=prod | |
| - machine-type=c2-standard-60 | |
| env: | |
| BENCHMARK_ARTIFACTS_DIR: benchmark-artifacts-dir | |
| TARGET_DEVICE: c2-standard-60 | |
| IREE_INSTALL_DIR: ${{ needs.build_iree.outputs.iree-install-dir }} | |
| IREE_INSTALL_DIR_ARCHIVE: ${{ needs.build_iree.outputs.iree-install-dir-archive }} | |
| IREE_INSTALL_DIR_GCS_ARTIFACT: ${{ needs.build_iree.outputs.iree-install-dir-gcs-artifact }} | |
| TFLITE_BUILD_DIR: ${{ needs.build_tflite.outputs.tflite-build-dir }} | |
| TFLITE_BUILD_DIR_ARCHIVE: ${{ needs.build_tflite.outputs.tflite-build-dir-archive }} | |
| TFLITE_BUILD_DIR_GCS_ARTIFACT: ${{ needs.build_tflite.outputs.tflite-build-dir-gcs-artifact }} | |
| BENCHMARK_GCS_DIR: ${{ needs.setup.outputs.benchmark-gcs-dir }} | |
| steps: | |
| - name: "Checking out PR repository" | |
| uses: actions/checkout@e2f20e631ae6d7dd3b768f56a5d2af784dd54791 # v2.5.0 | |
| - name: "Downloading and unpacking IREE tools" | |
| run: | | |
| gcloud storage cp "${IREE_INSTALL_DIR_GCS_ARTIFACT}" "${IREE_INSTALL_DIR_ARCHIVE}" | |
| tar -xvf "${IREE_INSTALL_DIR_ARCHIVE}" | |
| - name: "Compiling workloads" | |
| id: compile | |
| env: | |
| IREE_COMPILE_PATH: ${{ env.IREE_INSTALL_DIR }}/bin/iree-compile | |
| IREE_TEMP_DIR: iree-temp | |
| run: | | |
| mkdir "${BENCHMARK_ARTIFACTS_DIR}" | |
| mkdir "${IREE_TEMP_DIR}" | |
| docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \ | |
| --env IREE_COMPILE_PATH="${IREE_COMPILE_PATH}" \ | |
| --env OOBI_TEMP_DIR="${IREE_TEMP_DIR}" \ | |
| "gcr.io/iree-oss/openxla-benchmark/base-python3.11@sha256:b9b98da7bcc5e431800ff798a6dcc394b1838a9ed3d695f5cd0dac3510fc8c8d" \ | |
| ./experimental/iree/compile_workloads.sh \ | |
| "${TARGET_DEVICE}" \ | |
| "${BENCHMARK_ARTIFACTS_DIR}" | |
| - name: "Benchmarking IREE:CPU" | |
| id: benchmark-iree | |
| env: | |
| IREE_RESULTS_FILE: iree-${{ env.TARGET_DEVICE }}.json | |
| RESULTS_GCS_DIR: ${{ env.BENCHMARK_GCS_DIR }}/${{ env.TARGET_DEVICE }}-results | |
| run: | | |
| docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \ | |
| --env OOBI_IREE_BENCHMARK_MODULE_PATH="${IREE_INSTALL_DIR}/bin/iree-benchmark-module" \ | |
| --env OOBI_IREE_RUN_MODULE_PATH="${IREE_INSTALL_DIR}/bin/iree-run-module" \ | |
| "gcr.io/iree-oss/openxla-benchmark/base-python3.11@sha256:b9b98da7bcc5e431800ff798a6dcc394b1838a9ed3d695f5cd0dac3510fc8c8d" \ | |
| ./experimental/iree/benchmark_iree_x86.sh \ | |
| "${TARGET_DEVICE}" \ | |
| "${BENCHMARK_ARTIFACTS_DIR}" \ | |
| "${IREE_RESULTS_FILE}" | |
| gcloud storage cp "${IREE_RESULTS_FILE}" "${RESULTS_GCS_DIR}/" | |
| echo "iree-results-file=${IREE_RESULTS_FILE}" >> "${GITHUB_OUTPUT}" | |
| echo "iree-results-gcs-path=${RESULTS_GCS_DIR}/${IREE_RESULTS_FILE}" >> "${GITHUB_OUTPUT}" | |
| - name: "Downloading and unpacking TFLite tools" | |
| run: | | |
| gcloud storage cp "${TFLITE_BUILD_DIR_GCS_ARTIFACT}" "${TFLITE_BUILD_DIR_ARCHIVE}" | |
| tar -xvf "${TFLITE_BUILD_DIR_ARCHIVE}" | |
| - name: "Benchmarking TFLite:CPU" | |
| id: benchmark-tflite | |
| env: | |
| TFLITE_TEMP_DIR: tflite-temp | |
| TFLITE_RESULTS_FILE: tflite-${{ env.TARGET_DEVICE }}.json | |
| RESULTS_GCS_DIR: ${{ env.BENCHMARK_GCS_DIR }}/${{ env.TARGET_DEVICE }}-results | |
| run: | | |
| mkdir "${TFLITE_TEMP_DIR}" | |
| docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \ | |
| --env OOBI_TEMP_DIR="${TFLITE_TEMP_DIR}" \ | |
| --env TFLITE_BENCHMARK_BINARY="${TFLITE_BUILD_DIR}/benchmark_model" \ | |
| "gcr.io/iree-oss/openxla-benchmark/base-python3.11@sha256:b9b98da7bcc5e431800ff798a6dcc394b1838a9ed3d695f5cd0dac3510fc8c8d" \ | |
| ./experimental/tflite/benchmark_tflite_x86.sh \ | |
| "${TARGET_DEVICE}" \ | |
| "${TFLITE_RESULTS_FILE}" | |
| gcloud storage cp "${TFLITE_RESULTS_FILE}" "${RESULTS_GCS_DIR}/" | |
| echo "tflite-results-file=${TFLITE_RESULTS_FILE}" >> "${GITHUB_OUTPUT}" | |
| echo "tflite-results-gcs-path=${RESULTS_GCS_DIR}/${TFLITE_RESULTS_FILE}" >> "${GITHUB_OUTPUT}" | |
| - name: "Generating report" | |
| env: | |
| IREE_RESULTS_FILE: ${{ steps.benchmark-iree.outputs.iree-results-file }} | |
| IREE_RESULTS_GCS_PATH: ${{ steps.benchmark-iree.outputs.iree-results-gcs-path }} | |
| TFLITE_RESULTS_FILE: ${{ steps.benchmark-tflite.outputs.tflite-results-file }} | |
| TFLITE_RESULTS_GCS_PATH: ${{ steps.benchmark-tflite.outputs.tflite-results-gcs-path }} | |
| SUMMARY_HTML: server_summary.html | |
| SUMMARY_HTML_GCS_PATH: "gs://tflite-benchmark-artifacts/server" | |
| RUN_TIMESTAMP: ${{ needs.setup.outputs.run-timestamp }} | |
| run: | | |
| gcloud storage cp "${IREE_RESULTS_GCS_PATH}" "${IREE_RESULTS_FILE}" | |
| gcloud storage cp "${TFLITE_RESULTS_GCS_PATH}" "${TFLITE_RESULTS_FILE}" | |
| docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \ | |
| "gcr.io/iree-oss/openxla-benchmark/base-python3.11@sha256:b9b98da7bcc5e431800ff798a6dcc394b1838a9ed3d695f5cd0dac3510fc8c8d" \ | |
| ./experimental/utils/generate_iree_vs_tflite_report.sh \ | |
| "${IREE_RESULTS_FILE}" \ | |
| "${TFLITE_RESULTS_FILE}" \ | |
| "${SUMMARY_HTML}" | |
| gcloud storage cp "${SUMMARY_HTML}" "${BENCHMARK_GCS_DIR}/${SUMMARY_HTML}" | |
| gcloud storage cp "${IREE_RESULTS_FILE}" "${SUMMARY_HTML_GCS_PATH}/latest/iree.json" | |
| gcloud storage cp "${TFLITE_RESULTS_FILE}" "${SUMMARY_HTML_GCS_PATH}/latest/tflite.json" | |
| gcloud storage cp "${SUMMARY_HTML}" "${SUMMARY_HTML_GCS_PATH}/latest/${SUMMARY_HTML}" | |
| gcloud storage cp "${IREE_RESULTS_FILE}" "${SUMMARY_HTML_GCS_PATH}/${RUN_TIMESTAMP}/iree.json" | |
| gcloud storage cp "${TFLITE_RESULTS_FILE}" "${SUMMARY_HTML_GCS_PATH}/${RUN_TIMESTAMP}/tflite.json" | |
| gcloud storage cp "${SUMMARY_HTML}" "${SUMMARY_HTML_GCS_PATH}/${RUN_TIMESTAMP}/${SUMMARY_HTML}" | |
| compile_models_for_android: | |
| needs: [setup, build_iree] | |
| runs-on: | |
| - self-hosted # must come first | |
| - runner-group=${{ needs.setup.outputs.runner-group }} | |
| - environment=prod | |
| - cpu | |
| - os-family=Linux | |
| env: | |
| BENCHMARK_ARTIFACTS_DIR: android-benchmark-artifacts-dir | |
| TARGET_DEVICE: pixel-8-pro | |
| IREE_INSTALL_DIR: ${{ needs.build_iree.outputs.iree-install-dir }} | |
| IREE_INSTALL_DIR_ARCHIVE: ${{ needs.build_iree.outputs.iree-install-dir-archive }} | |
| IREE_INSTALL_DIR_GCS_ARTIFACT: ${{ needs.build_iree.outputs.iree-install-dir-gcs-artifact }} | |
| BENCHMARK_GCS_DIR: ${{ needs.setup.outputs.benchmark-gcs-dir }} | |
| outputs: | |
| benchmark-artifacts-dir: ${{ env.BENCHMARK_ARTIFACTS_DIR }} | |
| benchmark-artifacts-dir-archive: ${{ steps.archive.outputs.benchmark-artifacts-dir-archive }} | |
| benchmark-artifacts-dir-gcs-artifact: ${{ steps.upload.outputs.benchmark-artifacts-dir-gcs-artifact }} | |
| steps: | |
| - name: "Checking out PR repository" | |
| uses: actions/checkout@e2f20e631ae6d7dd3b768f56a5d2af784dd54791 # v2.5.0 | |
| - name: "Downloading and unpacking IREE tools" | |
| run: | | |
| gcloud storage cp "${IREE_INSTALL_DIR_GCS_ARTIFACT}" "${IREE_INSTALL_DIR_ARCHIVE}" | |
| tar -xvf "${IREE_INSTALL_DIR_ARCHIVE}" | |
| - name: "Compiling workloads" | |
| id: compile | |
| env: | |
| IREE_COMPILE_PATH: ${{ env.IREE_INSTALL_DIR }}/bin/iree-compile | |
| OOBI_TEMP_DIR: temp | |
| run: | | |
| mkdir "${BENCHMARK_ARTIFACTS_DIR}" | |
| mkdir "${OOBI_TEMP_DIR}" | |
| docker run --mount="type=bind,src="${PWD}",target=/work" --workdir="/work" \ | |
| --env IREE_COMPILE_PATH="${IREE_COMPILE_PATH}" \ | |
| --env OOBI_TEMP_DIR="${OOBI_TEMP_DIR}" \ | |
| "gcr.io/iree-oss/openxla-benchmark/android@sha256:cba9827bc47a6afb575efc72ed821ceda32b3132a406235d3edf6d125deef0d7" \ | |
| ./experimental/iree/compile_workloads.sh \ | |
| "${TARGET_DEVICE}" \ | |
| "${BENCHMARK_ARTIFACTS_DIR}" | |
| - name: "Creating archives" | |
| id: archive | |
| env: | |
| BENCHMARK_ARTIFACTS_DIR_ARCHIVE: ${{ env.BENCHMARK_ARTIFACTS_DIR }}.tgz | |
| run: | | |
| tar -cvf "${BENCHMARK_ARTIFACTS_DIR_ARCHIVE}" "${BENCHMARK_ARTIFACTS_DIR}" | |
| echo "benchmark-artifacts-dir-archive=${BENCHMARK_ARTIFACTS_DIR_ARCHIVE}" >> "${GITHUB_OUTPUT}" | |
| - name: "Uploading archives" | |
| id: upload | |
| env: | |
| BENCHMARK_ARTIFACTS_DIR_ARCHIVE: ${{ steps.archive.outputs.benchmark-artifacts-dir-archive }} | |
| BENCHMARK_ARTIFACTS_DIR_GCS_ARTIFACT: ${{ env.BENCHMARK_GCS_DIR }}/${{ steps.archive.outputs.benchmark-artifacts-dir-archive }} | |
| run: | | |
| gcloud storage cp "${BENCHMARK_ARTIFACTS_DIR_ARCHIVE}" "${BENCHMARK_ARTIFACTS_DIR_GCS_ARTIFACT}" | |
| echo "benchmark-artifacts-dir-gcs-artifact=${BENCHMARK_ARTIFACTS_DIR_GCS_ARTIFACT}" >> "${GITHUB_OUTPUT}" | |
| benchmark_on_pixel-8-pro: | |
| needs: [setup, build_iree, compile_models_for_android, build_tflite] | |
| runs-on: | |
| - self-hosted # must come first | |
| - runner-group=${{ needs.setup.outputs.runner-group }} | |
| - environment=prod | |
| - machine-type=pixel-8-pro | |
| env: | |
| BENCHMARK_GCS_DIR: ${{ needs.setup.outputs.benchmark-gcs-dir }} | |
| RESULTS_DIR: results-dir | |
| TARGET_DEVICE: pixel-8-pro | |
| IREE_ANDROID_TOOLS_DIR: ${{ needs.build_iree.outputs.iree-android-tools-dir }} | |
| IREE_ANDROID_TOOLS_DIR_ARCHIVE: ${{ needs.build_iree.outputs.iree-android-tools-dir-archive }} | |
| IREE_ANDROID_TOOLS_DIR_GCS_ARTIFACT: ${{ needs.build_iree.outputs.iree-android-tools-dir-gcs-artifact }} | |
| IREE_ARTIFACTS_DIR: ${{ needs.compile_models_for_android.outputs.benchmark-artifacts-dir }} | |
| IREE_ARTIFACTS_DIR_ARCHIVE: ${{ needs.compile_models_for_android.outputs.benchmark-artifacts-dir-archive }} | |
| IREE_ARTIFACTS_DIR_GCS_ARTIFACT: ${{ needs.compile_models_for_android.outputs.benchmark-artifacts-dir-gcs-artifact }} | |
| TFLITE_ANDROID_BUILD_DIR: ${{ needs.build_tflite.outputs.tflite-android-build-dir }} | |
| TFLITE_ANDROID_BUILD_DIR_ARCHIVE: ${{ needs.build_tflite.outputs.tflite-android-build-dir-archive }} | |
| TFLITE_ANDROID_BUILD_DIR_GCS_ARTIFACT: ${{ needs.build_tflite.outputs.tflite-android-build-dir-gcs-artifact }} | |
| steps: | |
| - name: "Checking out PR repository" | |
| uses: actions/checkout@e2f20e631ae6d7dd3b768f56a5d2af784dd54791 # v2.5.0 | |
| - name: "Setup" | |
| id: setup | |
| run: | | |
| echo "results-gcs-dir=${BENCHMARK_GCS_DIR}/${TARGET_DEVICE}-results" >> "${GITHUB_OUTPUT}" | |
| mkdir "${RESULTS_DIR}" | |
| - name: "Downloading and unpacking tools" | |
| run: | | |
| gcloud storage cp "${IREE_ANDROID_TOOLS_DIR_GCS_ARTIFACT}" "${IREE_ANDROID_TOOLS_DIR_ARCHIVE}" | |
| tar -xvf "${IREE_ANDROID_TOOLS_DIR_ARCHIVE}" | |
| - name: "Benchmarking IREE on Android" | |
| id: benchmark-iree | |
| env: | |
| IREE_RESULTS_FILE: iree-${{ env.TARGET_DEVICE }}.json | |
| RESULTS_GCS_DIR: ${{ steps.setup.outputs.results-gcs-dir }} | |
| run: | | |
| RESULTS_PATH="${RESULTS_DIR}/${IREE_RESULTS_FILE}" | |
| # We use the `https` path instead of `gs` since artifact streaming only works with `https`. | |
| IREE_ARTIFACTS_DIR_HTTPS_ARTIFACT=$(echo "${IREE_ARTIFACTS_DIR_GCS_ARTIFACT}" | sed -E 's/gs:\/\/(.*)/https:\/\/storage.googleapis.com\/\1/') | |
| OOBI_IREE_RUN_MODULE_PATH="${IREE_ANDROID_TOOLS_DIR}/iree-run-module" \ | |
| OOBI_IREE_BENCHMARK_MODULE_PATH="${IREE_ANDROID_TOOLS_DIR}/iree-benchmark-module" \ | |
| ./experimental/iree/benchmark_iree_android.sh \ | |
| "${TARGET_DEVICE}" \ | |
| "${IREE_ARTIFACTS_DIR_HTTPS_ARTIFACT}" \ | |
| "${RESULTS_PATH}" | |
| gcloud storage cp "${RESULTS_PATH}" "${RESULTS_GCS_DIR}/" | |
| echo "iree-results-file=${IREE_RESULTS_FILE}" >> "${GITHUB_OUTPUT}" | |
| echo "iree-results-gcs-path=${RESULTS_GCS_DIR}/${IREE_RESULTS_FILE}" >> "${GITHUB_OUTPUT}" | |
| - name: "Downloading and unpacking TFLite tools" | |
| run: | | |
| gcloud storage cp "${TFLITE_ANDROID_BUILD_DIR_GCS_ARTIFACT}" "${TFLITE_ANDROID_BUILD_DIR_ARCHIVE}" | |
| tar -xvf "${TFLITE_ANDROID_BUILD_DIR_ARCHIVE}" | |
| - name: "Benchmarking TFLite on Android" | |
| id: benchmark-tflite | |
| env: | |
| TFLITE_RESULTS_FILE: tflite-${{ env.TARGET_DEVICE }}.json | |
| RESULTS_GCS_DIR: ${{ steps.setup.outputs.results-gcs-dir }} | |
| run: | | |
| RESULTS_PATH="${RESULTS_DIR}/${TFLITE_RESULTS_FILE}" | |
| TFLITE_BENCHMARK_BINARY="${TFLITE_ANDROID_BUILD_DIR}/benchmark_model" \ | |
| ./experimental/tflite/benchmark_tflite_android.sh \ | |
| "${TARGET_DEVICE}" \ | |
| "${RESULTS_PATH}" | |
| gcloud storage cp "${RESULTS_PATH}" "${RESULTS_GCS_DIR}/" | |
| echo "tflite-results-file=${TFLITE_RESULTS_FILE}" >> "${GITHUB_OUTPUT}" | |
| echo "tflite-results-gcs-path=${RESULTS_GCS_DIR}/${TFLITE_RESULTS_FILE}" >> "${GITHUB_OUTPUT}" | |
| - name: "Generating report" | |
| env: | |
| IREE_RESULTS_FILE: ${{ steps.benchmark-iree.outputs.iree-results-file }} | |
| IREE_RESULTS_GCS_PATH: ${{ steps.benchmark-iree.outputs.iree-results-gcs-path }} | |
| TFLITE_RESULTS_FILE: ${{ steps.benchmark-tflite.outputs.tflite-results-file }} | |
| TFLITE_RESULTS_GCS_PATH: ${{ steps.benchmark-tflite.outputs.tflite-results-gcs-path }} | |
| SUMMARY_HTML: mobile_summary.html | |
| SUMMARY_HTML_GCS_PATH: "gs://tflite-benchmark-artifacts/mobile" | |
| BENCHMARK_GCS_DIR: ${{ needs.setup.outputs.benchmark-gcs-dir }} | |
| RUN_TIMESTAMP: ${{ needs.setup.outputs.run-timestamp }} | |
| run: | | |
| gcloud storage cp "${IREE_RESULTS_GCS_PATH}" "${IREE_RESULTS_FILE}" | |
| gcloud storage cp "${TFLITE_RESULTS_GCS_PATH}" "${TFLITE_RESULTS_FILE}" | |
| ./experimental/utils/generate_iree_vs_tflite_report.sh \ | |
| "${IREE_RESULTS_FILE}" \ | |
| "${TFLITE_RESULTS_FILE}" \ | |
| "${SUMMARY_HTML}" | |
| gcloud storage cp "${SUMMARY_HTML}" "${BENCHMARK_GCS_DIR}/${SUMMARY_HTML}" | |
| gcloud storage cp "${IREE_RESULTS_FILE}" "${SUMMARY_HTML_GCS_PATH}/latest/iree.json" | |
| gcloud storage cp "${TFLITE_RESULTS_FILE}" "${SUMMARY_HTML_GCS_PATH}/latest/tflite.json" | |
| gcloud storage cp "${SUMMARY_HTML}" "${SUMMARY_HTML_GCS_PATH}/latest/${SUMMARY_HTML}" | |
| gcloud storage cp "${IREE_RESULTS_FILE}" "${SUMMARY_HTML_GCS_PATH}/${RUN_TIMESTAMP}/iree.json" | |
| gcloud storage cp "${TFLITE_RESULTS_FILE}" "${SUMMARY_HTML_GCS_PATH}/${RUN_TIMESTAMP}/tflite.json" | |
| gcloud storage cp "${SUMMARY_HTML}" "${SUMMARY_HTML_GCS_PATH}/${RUN_TIMESTAMP}/${SUMMARY_HTML}" |