| Presentation | 2017-07-26 Preliminary evaluation of large-scale computer-generated hologram computation time by using multi-GPU cluster Shinpei Watanabe, Boaz-Jessie Jackin, Takeshi Ohkawa, Kanemitsu Ootsu, Takashi Yokota, Yoshio Hayasaki, Toyohiko Yatagai, Takanobu Baba, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Computer generated hologram (CGH) is a technology for realizing 3D displays. Large-scale CGH hasa merit that it resolves problems existing 3D displays have. However, generating CGH requires memory spaceand calculation time, and these are in proportion to pixel number. Thus, large-scale CGH can not be generatedin real time and it is the reason why CGH is not suit to practical use yet. Computation of CGH is comprised ofdata-independent operations and GPU has many processing cores. We had accelerated the CGH generation by usingsingle GPU and object decomposition method. However that still takes long time. Thus, we accelerate the CGHgeneration by using multi-GPU cluster. The results show that we have achieved 134.7 times speed-up compared tosequential program execution by CPU. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | CGH / multi-GPU / cluster / Object decompositon method |
| Paper # | CPSY2017-20 |
| Date of Issue | 2017-07-19 (CPSY) |
| Conference Information | |
| Committee | CPSY / DC / IPSJ-ARC |
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| Conference Date | 2017/7/26(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Akita Atorion-Building (Akita) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Parallel, Distributed and Cooperative Processing |
| Chair | Koji Nakano(Hiroshima Univ.) / Michiko Inoue(NAIST) |
| Vice Chair | Hidetsugu Irie(Univ. of Tokyo) / Takashi Miyoshi(Fujitsu) / Satoshi Fukumoto(Tokyo Metropolitan Univ.) |
| Secretary | Hidetsugu Irie(Utsunomiya Univ.) / Takashi Miyoshi(Hokkaido Univ.) / Satoshi Fukumoto(Kyoto Sangyo Univ.) / (Tokyo Inst. of Tech.) |
| Assistant | Yasuaki Ito(Hiroshima Univ.) / Tomoaki Tsumura(Nagoya Inst. of Tech.) / Masayuki Arai(Nihon Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Computer Systems / Technical Committee on Dependable Computing / Special Interest Group on System Architecture |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Preliminary evaluation of large-scale computer-generated hologram computation time by using multi-GPU cluster |
| Sub Title (in English) | |
| Keyword(1) | CGH |
| Keyword(2) | multi-GPU |
| Keyword(3) | cluster |
| Keyword(4) | Object decompositon method |
| 1st Author's Name | Shinpei Watanabe |
| 1st Author's Affiliation | Utsunomiya University(Utsunomiya Univ.) |
| 2nd Author's Name | Boaz-Jessie Jackin |
| 2nd Author's Affiliation | National Institute of Information and Communications Technology(NICT) |
| 3rd Author's Name | Takeshi Ohkawa |
| 3rd Author's Affiliation | Utsunomiya University(Utsunomiya Univ.) |
| 4th Author's Name | Kanemitsu Ootsu |
| 4th Author's Affiliation | Utsunomiya University(Utsunomiya Univ.) |
| 5th Author's Name | Takashi Yokota |
| 5th Author's Affiliation | Utsunomiya University(Utsunomiya Univ.) |
| 6th Author's Name | Yoshio Hayasaki |
| 6th Author's Affiliation | Utsunomiya University(Utsunomiya Univ.) |
| 7th Author's Name | Toyohiko Yatagai |
| 7th Author's Affiliation | Utsunomiya University(Utsunomiya Univ.) |
| 8th Author's Name | Takanobu Baba |
| 8th Author's Affiliation | Utsunomiya University(Utsunomiya Univ.) |
| Date | 2017-07-26 |
| Paper # | CPSY2017-20 |
| Volume (vol) | vol.117 |
| Number (no) | CPSY-153 |
| Page | pp.pp.25-30(CPSY), |
| #Pages | 6 |
| Date of Issue | 2017-07-19 (CPSY) |