How GPUs Work

How GPUs Work
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DOI:
10.1109/mc.2007.59
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发表时间:
2007-02
期刊:
影响因子:
2.2
通讯作者:
D. Luebke;G. Humphreys
D. Luebke;G. Humphreys
中科院分区:
计算机科学4区
文献类型:
--
作者:
D. Luebke;G. Humphreys

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GPU已经从传统的固定功能的3D图形流水线转向灵活的通用计算引擎。如今,GPU可以直接使用图形硬件实现许多并行算法。充分利用所有底层计算能力的合适算法通常可以实现巨大的加速。的确,GPU是第一个广泛部署的商用桌面并行计算机
GPUs have moved away from the traditional fixed-function 3D graphics pipeline toward a flexible general-purpose computational engine. Today, GPUs can implement many parallel algorithms directly using graphics hardware. Well-suited algorithms that leverage all the underlying computational horsepower often achieve tremendous speedups. Truly, the GPU is the first widely deployed commodity desktop parallel computer