Edge Inference with Fully Differentiable Quantized Mixed Precision Neural Networks

Clemens JS Schaefer, Siddharth Joshi, Shan Li +1

The large computing and memory cost of deep neural networks (DNNs) often precludes their use in resource-constrained devices. Quantizing the parameters and operations to lower bit-…