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MLPerf Inference Nvidia implementations #10

MLPerf Inference Nvidia implementations

MLPerf Inference Nvidia implementations #10

name: MLPerf Inference Nvidia implementations
on:
schedule:
- cron: "55 16 * * *" #to be adjusted
jobs:
build_nvidia:
if: github.repository_owner == 'gateoverflow'
runs-on: [ self-hosted, linux, x64, GO-spr ]
strategy:
fail-fast: false
matrix:
python-version: [ "3.12" ]
model: [ "resnet50" ]
steps:
- name: Test MLPerf Inference NVIDIA ${{ matrix.model }}
run: |
if [ -f "gh_action/bin/deactivate" ]; then source gh_action/bin/deactivate; fi
python3 -m venv gh_action
source gh_action/bin/activate
export CM_REPOS=$HOME/GH_CM
pip install --upgrade cm4mlops
cm pull repo
cm run script --tags=run-mlperf,inference,_all-scenarios,_submission,_r4.1-dev --execution_mode=valid --offline_target_qps=90000 --server_target_qps=72000 --submitter="MLCommons" --hw_name=gh_ubuntu_x86 --model=resnet50 --implementation=nvidia --backend=tensorrt --category=datacenter --docker_dt=yes --docker_it=no --docker_cm_repo=gateoverflow@cm4mlops --adr.compiler.tags=gcc --device=cuda --results_dir=$HOME/gh_action_results --submission_dir=$HOME/gh_action_submissions --clean --docker --quiet
cm run script --tags=push,github,mlperf,inference,submission --repo_url=https://github.com/gateoverflow/mlperf_inference_test_submissions_v5.0 --repo_branch=main --commit_message="Results from ${{ matrix.model }} GH action on NVIDIARTX4090" --quiet --submission_dir=$HOME/gh_action_submissions