10:31
2026-09-12
pub.towardsai.net
machine-learning
How INT8 Quantization Made My Neural Network 60% Smaller: A TinyML Model Compression Experiment
An INT8 quantization experiment on a TinyML ECG arrhythmia detection model cut its size from 87.5 KB in FP32 to 34.6 KB, a roughly 60% reduction, while reported accuracy held at 93.8%, according to th…