TY - JOUR
T1 - A vectorized Monte Carlo code for radiotherapy treatment planning dose calculation
AU - Weng, Xuejun
AU - Yan, Yulong
AU - Shu, Huazhong
AU - Wang, Jiawang
AU - Jiang, Steve B.
AU - Luo, Limin
PY - 2003/4/7
Y1 - 2003/4/7
N2 - How to speed up Monte Carlo (MC) simulation in dose calculation without losing its intrinsic accuracy is one of the key issues of making a clinical MC dose engine. In this study we intensively investigated a special parallel computation technique, the vectorization technique, to boost simulation efficiency on a personal computer (PC) without extra hardware investment. A MC code, dose planning method (DPM), was extensively modified into a vectorized code, V-DPM, using the streaming single-instruction-multiple-data extension (SSE) parallel computation model. Comparative simulations were conducted for typical simulation cases in both DPM and V-DPM codes. We found that in every case the V-DPM code runs 1.5 times faster than the DPM code with variance of 0.6%.
AB - How to speed up Monte Carlo (MC) simulation in dose calculation without losing its intrinsic accuracy is one of the key issues of making a clinical MC dose engine. In this study we intensively investigated a special parallel computation technique, the vectorization technique, to boost simulation efficiency on a personal computer (PC) without extra hardware investment. A MC code, dose planning method (DPM), was extensively modified into a vectorized code, V-DPM, using the streaming single-instruction-multiple-data extension (SSE) parallel computation model. Comparative simulations were conducted for typical simulation cases in both DPM and V-DPM codes. We found that in every case the V-DPM code runs 1.5 times faster than the DPM code with variance of 0.6%.
UR - http://www.scopus.com/inward/record.url?scp=1642540537&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=1642540537&partnerID=8YFLogxK
U2 - 10.1088/0031-9155/48/7/401
DO - 10.1088/0031-9155/48/7/401
M3 - Article
C2 - 12701898
AN - SCOPUS:1642540537
SN - 0031-9155
VL - 48
SP - N111-N120
JO - Physics in Medicine and Biology
JF - Physics in Medicine and Biology
IS - 7
ER -