Benchmarks #1333
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| # Copyright 2025 The OpenXLA Authors. All Rights Reserved. | |
| # | |
| # Licensed under the Apache License, Version 2.0 (the "License"); | |
| # you may not use this file except in compliance with the License. | |
| # You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software | |
| # distributed under the License is distributed on an "AS IS" BASIS, | |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| # See the License for the specific language governing permissions and | |
| # limitations under the License. | |
| # ============================================================================ | |
| name: Benchmarks | |
| on: | |
| workflow_dispatch: # Allows manual triggering | |
| schedule: | |
| - cron: '0 */6 * * *' # Run every 6 hours (at minute 0 of hours 0, 6, 12, 18) | |
| jobs: | |
| Tests: | |
| strategy: | |
| # Don't fail fast - want to see results for all builds even if one fails. | |
| fail-fast: false | |
| matrix: | |
| job_info: [ | |
| { | |
| os: "linux-x86-n2-16", | |
| container: "us-central1-docker.pkg.dev/tensorflow-sigs/tensorflow/ml-build:latest", | |
| pretty_name: "XLA Linux x86 CPU", | |
| }, | |
| { | |
| os: "linux-arm64-c4a-16", | |
| container: "us-central1-docker.pkg.dev/tensorflow-sigs/tensorflow/ml-build-arm64:latest", | |
| pretty_name: "XLA Linux ARM64 CPU", | |
| } | |
| ] | |
| name: ${{ matrix.job_info.pretty_name }} | |
| runs-on: ${{ matrix.job_info.os }} | |
| container: ${{ matrix.job_info.container }} | |
| defaults: | |
| run: | |
| shell: bash | |
| timeout-minutes: 30 | |
| steps: | |
| - name: Print machine specs | |
| run: | | |
| lscpu | |
| free -h # Memory information | |
| df -h # Disk space information | |
| uname -a # Kernel information | |
| - name: Check Python Version in Container | |
| run: python3 --version | |
| - name: Install Python 3.10 if not present (IN CONTAINER) | |
| run: | | |
| if ! python3 --version > /dev/null 2>&1; then # check for python3 | |
| echo "Python 3 not found, installing..." | |
| apt-get update | |
| apt-get install -y python3.10 python3-pip | |
| else | |
| echo "Python 3 found." | |
| fi | |
| - name: Checkout OpenXLA | |
| uses: actions/checkout@v3 | |
| with: | |
| repository: openxla/xla | |
| - name: Create results directory | |
| working-directory: xla | |
| run: | |
| mkdir results | |
| - name: Run setup.sh for E2E benchmarks flax_2b | |
| working-directory: xla/backends/cpu/benchmarks/e2e/gemma2/flax_2b | |
| timeout-minutes: 60 | |
| run: | | |
| bash setup.sh | |
| - name: Run run.sh for E2E benchmarks flax_2b | |
| working-directory: xla/backends/cpu/benchmarks/e2e/gemma2/flax_2b | |
| timeout-minutes: 30 | |
| run: | | |
| bash run.sh | tee -a ../../../../../../results/flax_2b.log | |
| # TODO(juliagmt): Re-enable once the build is fixed. | |
| # - name: Build run_hlo_module | |
| # working-directory: xla | |
| # run: bazel build -c opt --dynamic_mode=off //xla/tools:run_hlo_module | |
| # - name: Run HLO Module Benchmarks | |
| # working-directory: xla | |
| # continue-on-error: true | |
| # run: | | |
| # for file in tests/fuzz/*.hlo; do | |
| # filename=$(basename "$file") | |
| # # Skip expected failed hlo files. | |
| # if [[ "$filename" == "rand_000060.hlo" || "$filename" == "rand_000067.hlo" || "$filename" == "rand_000072.hlo" ]]; then | |
| # echo "Skipping benchmark on $file" | |
| # continue | |
| # fi | |
| # echo "Running benchmark on $file" | |
| # ./bazel-bin/xla/tools/run_hlo_module --input_format=hlo --platform=CPU "$file" | |
| # done | |
| # - name: Build CPU Benchmarks | |
| # working-directory: xla | |
| # run: bazel build -c opt --dynamic_mode=off //xla/backends/cpu/benchmarks:* | |
| # - name: Run CPU benchmarks | |
| # working-directory: xla | |
| # continue-on-error: true | |
| # run: | | |
| # find ./bazel-bin/xla/backends/cpu/benchmarks/ -maxdepth 1 -type f -executable -name "*_test" -print0 | while IFS= read -r -d $'\0' benchmark; do | |
| # benchmark_name=$(basename "$benchmark" | sed 's/_test$//') | |
| # echo "Running benchmark: $benchmark_name" | |
| # # Run the benchmark with default parameters. | |
| # $benchmark --benchmark_filter=".*" | |
| # $benchmark --benchmark_filter=".*" > "results/$benchmark_name.log" 2>&1 | |
| # # Check the exit code of the benchmark | |
| # if [ $? -ne 0 ]; then | |
| # echo "Error: Benchmark '$benchmark_name' failed. Check the log file: results/$benchmark_name.log" | |
| # else | |
| # echo "Benchmark '$benchmark_name' completed successfully." | |
| # fi | |
| # done | |
| - name: Upload Results ${{ matrix.build_target }} | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: cpu-xla-benchmarks-${{ matrix.job_info.os }} | |
| path: xla/results |