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. Author manuscript; available in PMC: 2011 Oct 12.
Published in final edited form as: J Comput Graph Stat. 2010 Dec 1;19(4):769–789. doi: 10.1198/jcgs.2010.10039

Table 1.

Running times for the Population-Based MCMC Sampler for various numbers of chains M.

M CPU (mins) 8800GT (secs) Speedup GTX280 (secs) Speedup
8 0.0166 0.887 1.1 1.083 0.9
32 0.0656 0.904 4 1.098 4
128 0.262 0.923 17 1.100 14
512 1.04 1.041 60 1.235 51
2048 4.16 1.485 168 1.427 175
8192 16.64 4.325 230 2.323 430
32768 66.7 14.957 268 7.729 527
131072 270.3 58.226 279 28.349 572