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首页> 外文期刊>Very Large Scale Integration (VLSI) Systems, IEEE Transactions on >Configurable Multimode Embedded Floating-Point Units for FPGAs
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Configurable Multimode Embedded Floating-Point Units for FPGAs

机译:FPGA的可配置多模嵌入式浮点单元

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摘要

Performance of field-programmable gate arrays (FPGAs) used for floating-point applications is poor due to the complexity of floating-point arithmetic. Implementing floating-point units (FPUs) on FPGAs consume a large amount of resources. This makes FPGAs less attractive for use in floating-point intensive applications. Therefore, there is a need for embedded FPUs in FPGAs. However, if unutilized, embedded FPUs waste space on the FPGA die. To overcome this issue, we propose a flexible multimode embedded FPU for FPGAs that can be configured to perform a wide range of operations. The floating-point adder and multiplier in our embedded FPU can each be configured to perform one double-precision operation or two single-precision operations in parallel. To increase flexibility further, access to the large integer multiplier, adder and shifters in the FPU is provided. Benchmark circuits were implemented on both a standard Xilinx Virtex-II FPGA and on our FPGA with embedded FPU blocks. The results using our embedded FPUs showed a mean area improvement of 5.5 times and a mean delay improvement of 5.8 times for the double-precision benchmarks, and a mean area improvement of 3.8 times and a mean delay improvement of 4.2 times for the single-precision benchmarks. The embedded FPUs were also shown to provide significant area and delay benefits for fixed-point and integer circuits.
机译:由于浮点运算的复杂性,用于浮点应用的现场可编程门阵列(FPGA)的性能很差。在FPGA上实现浮点单元(FPU)会消耗大量资源。这使得FPGA在浮点密集型应用中的吸引力降低。因此,需要FPGA中的嵌入式FPU。但是,如果未利用,嵌入式FPU会浪费FPGA管芯上的空间。为了克服这个问题,我们提出了一种适用于FPGA的灵活的多模式嵌入式FPU,可以对其进行配置以执行各种操作。嵌入式FPU中的浮点加法器和乘法器可以分别配置为并行执行一个双精度运算或两个单精度运算。为了进一步提高灵活性,可以访问FPU中的大整数乘法器,加法器和移位器。在标准的Xilinx Virtex-II FPGA和我们的带有嵌入式FPU模块的FPGA上都实现了基准电路。使用我们的嵌入式FPU的结果显示,双精度基准的平均面积改进为5.5倍,平均延迟改进为5.8倍,单精度基准的平均面积改进为3.8倍,平均延迟改进为4.2倍基准。还显示出嵌入式FPU可为定点和整数电路提供显着的面积和延迟优势。

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