摘要
Kirchhoff叠前时间偏移是地震数据处理中最耗时的常用模块之一。为加快计算和显示速度,针对CU-DA平台多处理器流水线特性,对传统Kirchhoff叠前时间偏移算法在CUDA平台上进行了重新设计,包括基于CUDA的Kirchhoff叠前时间偏移算法、基于CUDA的纵波波动方程算法和GPU与CPU间的通信算法三个子算法。所有算法在NVIDIAGeForce8800 GT系统上编译实现,通过对比相同数据在Intel Core2Due CPU2.0 GHz的地震偏移,综合分析和实验结果表明,基于CUDA的Kirchhoff叠前时间偏移算法的计算速度最高可得到较传统CPU算法6倍的加速比,从而为快速处理地震偏移提供良好的支持。
Kirchhoff prestack time migration is the most time-consuming part of seismic data process method. In order to accelerating seismic data computing and displaying, the paper designed prestack Kirchhoff time migration algorithm on CUDA platform considering muhi-processor line features, including CUDA-based Kirchhoff prestack time migration algorithm, CUDA- based wave equation algorithm, GPU and CPU communication algorithm. Conducted extensive experiments in a PC with Intel Core2Due CPU 2.0 GHz and NVIDIA GeForce 8800 GT graphic card. Presented a comprehensive perfoimance study to prove the efficiency of the proposed algorithms, CUDA-based Kirchhoff prestack time migration algorithm 6 times faster than available traditional CPU algorithm. The results obtained here indicate that GPU can potentially be a very useful platform for processing large-scale seismic data.
出处
《计算机应用研究》
CSCD
北大核心
2009年第12期4474-4477,共4页
Application Research of Computers
基金
国家自然科学基金重大资助项目(90715029)
国际合作资助项目
关键词
统一计算设备架构
图形处理器
地震偏移
地震数据处理
CUDA(compute unified device architecture)
GPU
seismic migration
seismic data processing