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Found 2 papers, 1 papers with code
MLonMCU: TinyML Benchmarking with Fast Retargeting
Thus, automating the end-to-end benchmarking flow is of high relevance nowadays.
Fused Depthwise Tiling for Memory Optimization in TinyML Deep Neural Network Inference
It improves TinyML memory optimization significantly by reducing memory of models where this was not possible before and additionally providing alternative design points for models that show high run time overhead with existing methods.
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