To create such an FPGA implementation, we compress the 2D CNN by making use of dynamic quantization strategies. As opposed to good-tuning an already educated network, this move will involve retraining the CNN from scratch with constrained bitwidths for that weights and activations. This method is named quantization-informed education (QAT). https://brucez987hqv9.wikibestproducts.com/user