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Top 2 quantized-neural-networks open source projects
BitPack
BitPack is a practical tool to efficiently save ultra-low precision/mixed-precision quantized models.
✭ 36
python
memory
pytorch
quantization
model-compression
mixed-precision
quantized-neural-networks
training-mixed-precision-quantized-networks
This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contraints of the target device.
✭ 43
python
shell
pytorch
integer-arithmetic
qnn
low-power-mcu
quantized-neural-networks
edge-ai
mixed-precision-training
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