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test-rgat.yml
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name: Test for MLPerf inference rgat submission generation using CM script automation
on:
pull_request:
branches: [ "master", "dev" ]
paths:
- graph/R-GAT/**
- loadgen/**
- tools/submission/**
- .github/workflows/test-rgat.yml
- '!**.md'
env:
PR_HEAD_REF: ${{ github.event.pull_request.head.ref }}
jobs:
build:
runs-on: ubuntu-latest
strategy:
fail-fast: false
matrix:
python-version: [ "3.11" ]
backend: [ "pytorch" ]
loadgen-flag: [ "" ]
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v3
with:
python-version: ${{ matrix.python-version }}
- name: Install dependencies
run: |
python3 -m pip install cm4mlops
- name: Test R-GAT and end to end submission generation
run: |
cm run script --tags=run,mlperf,inference,generate-run-cmds,_submission,_short --quiet --submitter="MLCommons" --category=datacenter --hw_name=default --model=rgat --implementation=reference --backend=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=500 --adr.compiler.tags=gcc --adr.inference-src.tags=_branch.$PR_HEAD_REF,_repo.${{ github.event.pull_request.head.repo.html_url }} --adr.inference-src-loadgen.tags=_branch.$PR_HEAD_REF,_repo.${{ github.event.pull_request.head.repo.html_url }} --adr.inference-src-loadgen.version=custom --adr.loadgen.version=custom ${{ matrix.loadgen-flag }}