The world we live in and therefore any software we develop is non-negotiably complex. Even a product believed to be simple can be deployed into a complex environment resulting in unforeseen consequences. The products we’re building and the environments we’re deploying to are becoming more complex, more interconnected, and are changing constantly.

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Pruning & quantization techniques to shrink neural nets to under 500KB end-to-end pipeline from PyTorch → TFLite / ONNX, with microcontroller benchmarks.