To build such an FPGA implementation, we compress the 2D CNN by making use of dynamic quantization procedures. Instead of wonderful-tuning an already qualified network, this step requires retraining the CNN from scratch with constrained bitwidths for that weights and activations. This process is referred to as quantization-knowledgeable coaching (QAT). https://williama793tdy1.sasugawiki.com/user