基于可变精度脉动阵列结构的卷积神经网络加速器

秦婷,李钊,闫玉婷,杜亚飞

Convolutional neural network accelerator based on variable-precision systolic-array structure

Ting QIN,Zhao LI,Yuting YAN,Yafei DU

表 5 不同平台下ResNet20单张图像推理性能对比

Tab.5 Comparison of ResNet20 single-image inference performance across different platforms

实验平台 f/MHz t/ms P/W S CPU 3174 3.34 212.00 1.00 GPU 1605 1.52 202.00 2.20 FPGA 100 0.56 13.54 5.96