Area efficient floating-point adder and multiplier with IEEE-754 compatible semantics

A. Ehliar
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引用次数: 24

Abstract

In this paper we describe an open source floating-point adder and multiplier implemented using a 36-bit custom number format based on radix-16 and optimized for the 7-series FPGAs from Xilinx. Although this number format is not identical to the single-precision IEEE-754 format, the floatingpoint operators are designed in such a way that the numerical results for a given operation will be identical to the result from an IEEE-754 compliant operator with support for round-to-nearest even, NaNs and Infs, and subnormal numbers. The drawback of this number format is that the rounding step is more involved than in a regular, radix-2 based operator. On the other hand, the use of a high radix means that the area cost associated with normalization and denormalization can be reduced, leading to a net area advantage for the custom number format, under the assumption that support for subnormal numbers is required. The area of the floating-point adder in a Kintex-7 FPGA is 261 slice LUTs and the area of the floating-point multiplier is 235 slice LUTs and 2 DSP48E blocks. The adder can operate at 319 MHz and the multiplier can operate at a frequency of 305 MHz.
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具有IEEE-754兼容语义的面积高效浮点加法器和乘法器
在本文中,我们描述了一个开源的浮点加法器和乘法器,使用基于基数16的36位自定义数字格式实现,并针对Xilinx的7系列fpga进行了优化。虽然这种数字格式与单精度IEEE-754格式不相同,但浮点运算符的设计方式是,给定操作的数值结果将与符合IEEE-754的运算符的结果相同,并支持舍入到最接近的偶数、nan和if以及次正规数。这种数字格式的缺点是,与基于基数2的常规运算符相比,舍入步骤更复杂。另一方面,使用高基数意味着可以减少与规范化和非规范化相关的面积成本,从而在需要支持次正规数的假设下,为自定义数字格式带来净面积优势。Kintex-7 FPGA中浮点加法器的面积为261片lut,浮点乘法器的面积为235片lut和2个DSP48E块。加法器的工作频率为319 MHz,乘法器的工作频率为305 MHz。
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