mirror of
https://github.com/zama-ai/concrete.git
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257 lines
8.9 KiB
YAML
257 lines
8.9 KiB
YAML
# Run benchmarks on an AWS instance and return parsed results to Slab CI bot.
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name: Performance benchmarks
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on:
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push:
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branches:
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- 'main'
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- 'test-bench-ci'
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workflow_dispatch:
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inputs:
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backend:
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description: 'Backend type'
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required: true
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default: 'cpu'
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type: choice
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options:
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- cpu
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- gpu
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benchmark-name:
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description: 'Benchmark name'
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required: true
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default: 'standard'
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type: choice
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options:
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- standard
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- application
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ec2-instance-type:
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description: 'EC2 instance type'
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required: true
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default: 'm6i.metal'
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type: choice
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options:
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- m6i.metal
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- c6a.metal
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env:
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CARGO_TERM_COLOR: always
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RESULTS_FILENAME: parsed_benchmark_results_${{ github.sha }}.json
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EC2_INSTANCE_TYPE: ${{ inputs.ec2-instance-type || 'm6i.metal' }}
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CUDA_PATH: /usr/local/cuda-11.3
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GCC_VERSION: 8
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BACKEND: ${{ inputs.backend || 'cpu' }}
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BENCHMARK_NAME: ${{ inputs.benchmark-name || 'standard' }}
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jobs:
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start-runner:
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name: Start EC2 runner
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runs-on: ubuntu-20.04
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outputs:
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label: ${{ steps.start-ec2-runner.outputs.label }}
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ec2-instance-id: ${{ steps.start-ec2-runner.outputs.ec2-instance-id }}
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steps:
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- name: Sets env vars for m6i.metal
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if: ${{ env.EC2_INSTANCE_TYPE == 'm6i.metal' }}
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run: |
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echo "AWS_REGION=eu-west-3" >> $GITHUB_ENV
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echo "EC2_IMAGE_ID=ami-0a24aaee029d1295c" >> $GITHUB_ENV
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echo "SUBNET_ID=subnet-a886b4c1" >> $GITHUB_ENV
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echo "SECURITY_GROUP_ID=sg-0bf1c1d79c97bc88f" >> $GITHUB_ENV
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- name: Sets env vars for c6a.metal
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if: ${{ env.EC2_INSTANCE_TYPE == 'c6a.metal' }}
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run: |
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echo "AWS_REGION=us-east-1" >> $GITHUB_ENV
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echo "EC2_IMAGE_ID=ami-0afb83d80b3b060d8" >> $GITHUB_ENV
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echo "SUBNET_ID=subnet-da319dd4" >> $GITHUB_ENV
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echo "SECURITY_GROUP_ID=sg-0f8b52622a2669491" >> $GITHUB_ENV
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- name: Sets env vars for p3.2xlarge
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if: ${{ env.BACKEND == 'gpu' }}
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run: |
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echo "AWS_REGION=us-east-1" >> $GITHUB_ENV
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echo "EC2_INSTANCE_TYPE=p3.2xlarge" >> $GITHUB_ENV
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echo "EC2_IMAGE_ID=ami-03deb184ab492226b" >> $GITHUB_ENV
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echo "SUBNET_ID=subnet-8123c9e7" >> $GITHUB_ENV
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echo "SECURITY_GROUP_ID=sg-0f8b52622a2669491" >> $GITHUB_ENV
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- name: Configure AWS credentials
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uses: aws-actions/configure-aws-credentials@v1
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with:
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aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
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aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
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aws-region: ${{ env.AWS_REGION }}
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- name: Start EC2 runner
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id: start-ec2-runner
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uses: machulav/ec2-github-runner@v2
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with:
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mode: start
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github-token: ${{ secrets.CONCRETE_ACTIONS_TOKEN }}
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ec2-image-id: ${{ env.EC2_IMAGE_ID }}
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ec2-instance-type: ${{ env.EC2_INSTANCE_TYPE }}
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subnet-id: ${{ env.SUBNET_ID }}
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security-group-id: ${{ env.SECURITY_GROUP_ID }}
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aws-resource-tags: >
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[
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{"Key": "Name", "Value": "compiler-benchmarks-github"}
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]
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run-benchmarks:
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name: Execute end-to-end benchmarks in EC2
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runs-on: ${{ needs.start-runner.outputs.label }}
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if: ${{ !cancelled() }}
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needs: start-runner
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steps:
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- name: Get benchmark date
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run: |
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echo "BENCH_DATE=$(date --iso-8601=seconds)" >> "${GITHUB_ENV}"
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# SSH private key is required as some dependencies are from private repos
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- uses: webfactory/ssh-agent@v0.5.2
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with:
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ssh-private-key: ${{ secrets.CONCRETE_CI_SSH_PRIVATE }}
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- name: Fetch submodules
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uses: actions/checkout@v3
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with:
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fetch-depth: 0
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submodules: recursive
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token: ${{ secrets.GH_TOKEN }}
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- name: Set up home
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# "Install rust" step require root user to have a HOME directory which is not set.
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run: |
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echo "HOME=/home/ubuntu" >> "${GITHUB_ENV}"
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- name: Export specific variables (CPU)
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if: ${{ env.BACKEND == 'cpu' }}
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run: |
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echo "CUDA_SUPPORT=OFF" >> "${GITHUB_ENV}"
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echo "BENCHMARK_TARGET=run-cpu-benchmarks" >> "${GITHUB_ENV}"
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- name: Export specific variables (GPU)
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if: ${{ env.BACKEND == 'gpu' }}
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run: |
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echo "CUDA_SUPPORT=ON" >> "${GITHUB_ENV}"
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echo "BENCHMARK_TARGET=run-gpu-benchmarks" >> "${GITHUB_ENV}"
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echo "CUDA_PATH=$CUDA_PATH" >> "${GITHUB_ENV}"
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echo "$CUDA_PATH/bin" >> "${GITHUB_PATH}"
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echo "LD_LIBRARY_PATH=$CUDA_PATH/lib:$LD_LIBRARY_PATH" >> "${GITHUB_ENV}"
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echo "CC=/usr/bin/gcc-${{ env.GCC_VERSION }}" >> "${GITHUB_ENV}"
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echo "CXX=/usr/bin/g++-${{ env.GCC_VERSION }}" >> "${GITHUB_ENV}"
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echo "CUDAHOSTCXX=/usr/bin/g++-${{ env.GCC_VERSION }}" >> "${GITHUB_ENV}"
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echo "CUDACXX=$CUDA_PATH/bin/nvcc" >> "${GITHUB_ENV}"
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- name: Setup environment variable for benchmark target
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if: ${{ env.BENCHMARK_NAME != 'standard' }}
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run: |
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echo "BENCHMARK_TARGET=${{ env.BENCHMARK_TARGET }}-${{ env.BENCHMARK_NAME }}" >> "${GITHUB_ENV}"
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- name: Install rust
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uses: actions-rs/toolchain@v1
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with:
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toolchain: stable
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override: true
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- name: Build compiler benchmarks
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run: |
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set -e
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cd compiler
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make BINDINGS_PYTHON_ENABLED=OFF CUDA_SUPPORT=${{ env.CUDA_SUPPORT }} build-benchmarks
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- name: Download KeySetCache
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if: ${{ !contains(github.head_ref, 'newkeysetcache') }}
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continue-on-error: true
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run: |
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cd compiler
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GITHUB_TOKEN=${{ secrets.GITHUB_TOKEN }} make keysetcache_ci_populated
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- name: Run end-to-end benchmarks
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run: |
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set -e
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cd compiler
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make ${{ env.BENCHMARK_TARGET }}
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- name: Upload raw results artifact
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uses: actions/upload-artifact@v3
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with:
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name: ${{ github.sha }}_raw
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path: compiler/benchmarks_results.json
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- name: Parse results
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shell: bash
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run: |
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COMMIT_DATE="$(git --no-pager show -s --format=%cd --date=iso8601-strict ${{ github.sha }})"
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COMMIT_HASH="$(git describe --tags --dirty)"
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python3 ./ci/benchmark_parser.py compiler/benchmarks_results.json ${{ env.RESULTS_FILENAME }} \
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--database compiler_benchmarks \
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--hardware ${{ env.EC2_INSTANCE_TYPE }} \
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--project-version ${COMMIT_HASH} \
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--branch ${{ github.ref_name }} \
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--commit-date ${COMMIT_DATE} \
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--bench-date "${{ env.BENCH_DATE }}"
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- name: Upload parsed results artifact
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uses: actions/upload-artifact@v3
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with:
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name: ${{ github.sha }}
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path: ${{ env.RESULTS_FILENAME }}
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- name: Checkout Slab repo
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uses: actions/checkout@v3
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with:
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repository: zama-ai/slab
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path: slab
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token: ${{ secrets.GH_TOKEN }}
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- name: Send data to Slab
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shell: bash
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run: |
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echo "Computing HMac on downloaded artifact"
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SIGNATURE="$(slab/scripts/hmac_calculator.sh ${{ env.RESULTS_FILENAME }} '${{ secrets.JOB_SECRET }}')"
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echo "Sending results to Slab..."
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curl -v -k \
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-H "Content-Type: application/json" \
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-H "X-Slab-Repository: ${{ github.repository }}" \
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-H "X-Slab-Command: store_data" \
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-H "X-Hub-Signature-256: sha256=${SIGNATURE}" \
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-d @${{ env.RESULTS_FILENAME }} \
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${{ secrets.SLAB_URL }}
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stop-runner:
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name: Stop EC2 runner
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needs:
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- start-runner
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- run-benchmarks
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runs-on: ubuntu-20.04
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if: ${{ always() && (needs.start-runner.result != 'skipped') }}
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steps:
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- name: Sets AWS region for m6i.metal
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if: ${{ env.EC2_INSTANCE_TYPE == 'm6i.metal' }}
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run: |
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echo "AWS_REGION=eu-west-3" >> $GITHUB_ENV
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- name: Sets AWS region for c6a.metal
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if: ${{ env.EC2_INSTANCE_TYPE == 'c6a.metal' }}
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run: |
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echo "AWS_REGION=us-east-1" >> $GITHUB_ENV
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- name: Sets AWS region for p3.2xlarge
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if: ${{ env.BACKEND == 'gpu' }}
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run: |
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echo "AWS_REGION=us-east-1" >> $GITHUB_ENV
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- name: Configure AWS credentials
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uses: aws-actions/configure-aws-credentials@v1
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with:
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aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
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aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
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aws-region: ${{ env.AWS_REGION }}
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- name: Stop EC2 runner
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uses: machulav/ec2-github-runner@v2
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with:
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github-token: ${{ secrets.CONCRETE_ACTIONS_TOKEN }}
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label: ${{ needs.start-runner.outputs.label }}
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ec2-instance-id: ${{ needs.start-runner.outputs.ec2-instance-id }}
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mode: stop
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