Debunking the 100X GPU vs. CPU myth: an evaluation of throughput computing on CPU and GPU
Debunking the 100X GPU vs. CPU myth: an evaluation of throughput computing on CPU and GPU
V. Lee,Changkyu Kim,9 Authors,P. Dubey
2010 · DOI: 10.1145/1815961.1816021
International Symposium on Computer Architecture · 856 Citations
TLDR
This paper discusses optimization techniques for both CPU and GPU, analyzes what architecture features contributed to performance differences between the two architectures, and recommends a set of architectural features which provide significant improvement in architectural efficiency for throughput kernels.