To create such an FPGA implementation, we compress the 2D CNN by applying dynamic quantization approaches. In lieu of high-quality-tuning an already properly trained network, this action includes retraining the CNN from scratch with constrained bitwidths to the weights and activations. This method is known as quantization-conscious education (QAT). The https://tommyq901nzl6.mycoolwiki.com/user