To create this sort of an FPGA implementation, we compress the 2D CNN by implementing dynamic quantization tactics. Rather than fine-tuning an already qualified network, this stage will involve retraining the CNN from scratch with constrained bitwidths for the weights and activations. This system is termed quantization-aware instruction (QAT). The https://luisz777tem9.idblogz.com/profile