上海科技大学知识管理系统

本文描述了一种用于对包括多个层的机器学习模型进行编码的计算系统。 计算系统包括多个计算单元。 第一组计算单元被配置为以第一位宽处理数据。 第二组计算单元被配置为以第二位宽进行处理。 所述第一位宽高于所述第二位宽。 存储器耦合到计算单元。 控制器耦合到计算单元和存储器。 控制器被配置为提供用于对机器学习模型进行编码的指令。 第一组计算单元被配置为计算第一组层，并且第二组计算单元被配置为计算第二组层。

Described herein is a computing system for encoding a machine learning model comprising a plurality of layers. The computing system comprises a plurality of computation units. A first set of computation units are configured to process data at a first bit width. A second set of computation units are configured to process at a second bit width. The first bit width is higher than the second bit width. A memory is coupled to the computation units. A controller is coupled to the computation units and the memory. The controller is configured to provide instructions for encoding the machine learning model. The first set of computation units are configured to compute a first set of layers and the second set of computation units are configured to compute a second set of layers.