MLPerf Benchmark Task

An MLPerf Benchmark Task is a benchmark task for machine learning platforms.

• See: TPC Benchmark.

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References

• https://mlperf.org/
• https://github.com/mlperf

2018

• https://www.hpcwire.com/2018/05/02/mlperf-will-new-machine-learning-benchmark-help-propel-ai-forward/
  • QUOTE: … MLPerf says its primary goals are to:
    • Accelerate progress in ML via fair and useful measurement
    • Enable fair comparison of competing systems yet encourage innovation to improve the state-of-the-art of ML
    • Keep benchmarking effort affordable so all can participate
    • Serve both the commercial and research communities
    • Enforce replicability to ensure reliable results

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