/Simple_TPU

Primary LanguageJupyter Notebook

Simple TPU

Abstract

This IP supports Q-Number multiplication.

Implemented simple neural-network (3 FC-Layer, without bias & batchnorm) for classification of MNIST Hand-written dataset

Tested Environment

Board: Xilinx UltraScale+ ZCU102

Tool: Xilinx Vivado 2020.2

File/Directory Info

GUI_SW: Graphic Interface for PC-FPGA with UART

mnist_handwritten: Classification model for mnist handwritten dataset

sim_1: Simulation of RTL

sources_1: RTL source codes

vitis project: Firmware for PC-FPGA with UART