Pack instruction generation for media pUsing multi-valued decision diagram

Hiroaki Tanaka, Y. Takeuchi, K. Sakanushi, M. Imai, Yutaka Ota, Nobu Matsumoto, M. Nakagawa
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引用次数: 0

Abstract

SIMD instructions are often implemented in modern multimedia oriented processors. Although SIMD instructions are useful for many digital signal processing applications, most compilers do not exploit SIMD instructions. The difficulty in the utilization of SIMD instructions stems from data parallelism in registers. In assembly code generation, the positions of data in registers must be noted. A technique of generating pack instructions which pack or reorder data in registers is essential for exploitation of SIMD instructions. This paper presents a code generation technique for SIMD instructions with pack instructions. SIMD instructions are generated by finding and grouping the same operations in programs. After the SIMD instruction generation, pack instructions are generated. In the pack instruction generation, multi-valued decision diagram (MDD) is introduced to represent and to manipulate sets of packed data. Experimental results show that our code generation technique can generate assembly code with SIMD and pack instructions performing complex repacking of 8 packed data in registers for a commercial VLIW processor with 6 pack instructions and achieved speedup ratio of up to 7.7.
使用多值决策图的媒体包指令生成
SIMD指令通常在现代面向多媒体的处理器中实现。尽管SIMD指令对许多数字信号处理应用程序很有用,但大多数编译器不利用SIMD指令。SIMD指令使用的困难源于寄存器中的数据并行性。在汇编代码生成中,必须注意寄存器中数据的位置。生成包指令的技术可以在寄存器中打包或重新排序数据,这对于利用SIMD指令是必不可少的。本文提出了一种带有包指令的SIMD指令的代码生成技术。SIMD指令是通过在程序中查找和分组相同的操作来生成的。生成SIMD指令后,生成包指令。在包指令生成中,引入多值决策图(MDD)来表示和操作包数据集。实验结果表明,我们的代码生成技术可以为具有6个包指令的商用VLIW处理器生成具有SIMD和打包指令的汇编代码,对寄存器中的8个打包数据进行复杂的重新打包,加速比高达7.7。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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