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Benchmarks

Overview

The goal of the benchmarks is to evaluate the performance of the HeliosAOT framework against other solutions in the context of tiny machine learning (tiny-ML) applications. By using standardized models and metrics, we aim to provide a clear comparison of the strengths and weaknesses of different approaches.

Available Benchmarks

  • MLCommons MLPerfyâ„¢ Tiny


    This benchmark evaluates the performance differences between the HeliosAOT and HeliosRT frameworks across various tiny-ML models and use cases.