GradFreeBits: Gradient Free Bit Allocation for Dynamic Low Precision Neural Networks

Benjamin J. Bodner, Gil Ben Shalom, Eran Treister

Quantized neural networks (QNNs) are among the main approaches for deploying deep neural networks on low resource edge devices. Training QNNs using different levels of precision th…