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Low power techniques using dynamic effective precision matching computation

机译:使用动态有效精度匹配计算的低功耗技术

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In this paper, the authors discuss fine-grain power savings obtained through a technique which we call Effective Precision Matching Computation-PreMatch. It works by dynamically selecting arithmetic modules in a system designed with Functional Redundancy. Functional Redundant (FR) systems are those which contain different implementation instances of functional blocks or circuits on chip. The different instances are obtained by using different hardware algorithms and/or precision (bitwidth) of their operands. The selection of modules is completely dynamic and data-driven, i.e., it is done according to the contents of the parameters passed as input to those modules. Basically, according to the values of the operands different instances of adders, multipliers, and so on can be selected to “match" the required precision of the computation. Experiments showed that up to 28.4% energy savings can be achieved with PreMatch alone, and up 29.3% using both techniques (FR and PreMatch).
机译:在本文中,作者讨论了通过一种称为有效精度匹配计算-预匹配的技术所节省的细粒度功率。它通过在具有功能冗余的系统中动态选择算术模块来工作。功能冗余(FR)系统是指包含片上功能块或电路的不同实现实例的系统。通过使用不同的硬件算法和/或其操作数的精度(位宽)来获得不同的实例。模块的选择是完全动态的且由数据驱动的,即,根据作为输入传递给那些模块的参数的内容来完成选择。基本上,根据操作数的值,可以选择不同的加法器,乘法器等实例来“匹配”所需的计算精度;实验表明,仅使用PreMatch可以节省多达28.4%的能源,并且两种技术(FR和PreMatch)的得分都上升了29.3%。

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