Support uploaded quantised models for SCC25 (#612) #1273
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| name: MLPerf Inference TVM ResNet50 | ||
|
Check failure on line 1 in .github/workflows/test-mlperf-inference-tvm-resnet50.yml
|
||
| on: | ||
| pull_request_target: | ||
| branches: [ "main-off", "dev-off" ] | ||
| paths: | ||
| - '.github/workflows/test-mlperf-inference-tvm-resnet50.yml' | ||
| - '**' | ||
| - '!**.md' | ||
| jobs: | ||
| tvm-run: | ||
| name: TVM ResNet50 | ||
| runs-on: ubuntu-latest | ||
| strategy: | ||
| fail-fast: false | ||
| matrix: | ||
| python-version: ["3.9"] | ||
| extra-options: [ "", " --adr.tvm.tags=_pip-install", " --adr.tvm.tags=_pip-install --adr.tvm-model.tags=_graph-executor"] | ||
| steps: | ||
| - uses: actions/checkout@v4 | ||
| - name: Set up Python ${{ matrix.python-version }} | ||
| uses: actions/setup-python@v3 | ||
| with: | ||
| python-version: ${{ matrix.python-version }} | ||
| - name: Install dependencies | ||
| run: | | ||
| pip install mlcflow | ||
| - name: Pull MLOps repository | ||
| env: | ||
| REPO: ${{ github.event.pull_request.head.repo.html_url } | ||
| BRANCH: ${{ github.event.pull_request.head.ref }} | ||
| run: | | ||
| mlc pull repo "$REPO" --branch="$BRANCH" | ||
| mlcr --quiet --tags=get,sys-utils-mlc | ||
| - name: Test MLC Tutorial TVM | ||
| run: | | ||
| mlcr run-mlperf,inference,_submission,_short --adr.python.name=mlperf --adr.python.version_min=3.8 --submitter=MLCommons --implementation=python --hw_name=gh_ubuntu-latest --model=resnet50 --backend=tvm-onnx --device=cpu --scenario=Offline --mode=accuracy --test_query_count=5 --clean --quiet ${{ matrix.extra-options }} | ||
| - name: Randomly Execute Step | ||
| id: random-check | ||
| run: | | ||
| RANDOM_NUMBER=$((RANDOM % 10)) | ||
| echo "Random number is $RANDOM_NUMBER" | ||
| if [ "$RANDOM_NUMBER" -eq 0 ]; then | ||
| echo "run_step=true" >> $GITHUB_ENV | ||
| else | ||
| echo "run_step=false" >> $GITHUB_ENV | ||
| fi | ||
| - name: Load secrets | ||
| if: github.repository_owner == 'mlcommons' && env.run_step == 'true' | ||
| id: op-load-secrets | ||
| uses: 1password/load-secrets-action@v3 | ||
| env: | ||
| OP_SERVICE_ACCOUNT_TOKEN: ${{ secrets.OP_SERVICE_ACCOUNT_TOKEN }} | ||
| PAT: op://7basd2jirojjckncf6qnq3azai/bzbaco3uxoqs2rcyu42rvuccga/credential | ||
| - name: Push Results | ||
| env: | ||
| GITHUB_TOKEN: ${{ steps.op-load-secrets.outputs.PAT }} | ||
| USER: mlcommons-bot | ||
| EMAIL: [email protected] | ||
| if: github.repository_owner == 'mlcommons' && env.run_step == 'true' | ||
| run: | | ||
| git config --global user.name "$USER" | ||
| git config --global user.email "$EMAIL" | ||
| git config --global credential.https://github.1485827954.workers.dev.helper "" | ||
| git config --global credential.https://github.1485827954.workers.dev.helper "!gh auth git-credential" | ||
| git config --global credential.https://gist.github.com.helper "" | ||
| git config --global credential.https://gist.github.com.helper "!gh auth git-credential" | ||
| mlcr push,github,mlperf,inference,submission --repo_url=https://github.com/mlcommons/mlperf_inference_test_submissions_v5.0 --repo_branch=auto-update --commit_message="Results from R50 GH action on ${{ matrix.os }}" --quiet | ||
