Run Inference in Parallel #118
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| name: Run Inference in Parallel | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| model-id: | |
| required: true | |
| type: string | |
| sample-only: | |
| required: false | |
| type: string | |
| n-workers: | |
| description: 'number of workers to use (max 50)' | |
| required: true | |
| default: '50' | |
| type: string | |
| permissions: | |
| contents: read | |
| jobs: | |
| start-time: | |
| runs-on: ubuntu-latest | |
| outputs: | |
| start-time: ${{ steps.start-time.outputs.start-time }} | |
| steps: | |
| - name: Get start time | |
| id: start-time | |
| run: echo "start-time=$(date +%s)" >> "$GITHUB_OUTPUT" | |
| generate-matrix: | |
| runs-on: ubuntu-latest | |
| outputs: | |
| matrix: ${{ steps.set-matrix.outputs.matrix }} | |
| steps: | |
| - id: set-matrix | |
| run: | | |
| start='1' | |
| end=${{ inputs.n-workers }} | |
| matrix=$(seq -s ',' $start $end) | |
| echo "matrix=[${matrix}]" >> $GITHUB_OUTPUT | |
| matrix-inference: | |
| needs: generate-matrix | |
| if: github.repository != 'ersilia-os/eos-template' | |
| strategy: | |
| matrix: | |
| numerator: ${{ fromJson(needs.generate-matrix.outputs.matrix) }} | |
| uses: ./.github/workflows/predict.yml | |
| with: | |
| numerator: ${{ matrix.numerator }} | |
| denominator: ${{ inputs.n-workers }} | |
| model-id: ${{ inputs.model-id }} | |
| sample-only: ${{ inputs.sample-only }} | |
| SHA: ${{ github.sha }} | |
| secrets: inherit | |