Publish performance baselines and establish KPI tracking for Cortex-M
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@rascani is already working on this.
Since Feb 23, 2026.
module: microcontrollers
partner: arm
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- Python
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Description
Measure and publish performance baselines for ExecuTorch with CMSIS-NN on TinyML benchmark models and Cortex-M targets. Establish ongoing KPI tracking to detect regressions against those baselines over time.
- Latency and memory (flash + RAM) baselines established for MV2 and KWS on M55 and M33
- Results published in documentation or blog
- Gaps identified and tracked as follow-up issues
cc @digantdesai @SS-JIA @freddan80 @per @zingo @oscarandersson8218 @mansnils @Sebastian-Larsson @robell @psiddh @AdrianLundell
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