– GPU Tau Leng, Ph.D. VP, HPC July, 2014 @ GTC Tokyo Confidential © Supermicro 2014 Supermicro Tokyo, Japan : 80 : 1993 21 : : , : , VAR, OEM , , Performance Energy Efficiency 2014, < 0.33 MWatts/PFLOP EFLOPs HISTORICAL CONTEXT 1.5 MWatts /PFLOP PetaFLOPs Challenge PFLOPs Scalability and Performance / $$$ TeraFLOPs Challenge TFLOPs 10K Watts /TFLOP Challenge GigaFLOPs Challenge GFLOPs Efficiency & Density Performance / Watt / FT² SMP / MPP MFLOPs 1990 Hybrid System CPU + GPU Proprietary Solutions 1995 Commodity Components App. Optimized General Purpose, off the shelf PC cluster Blades or High Density, High Efficiency Servers 2000 2005 2010 2015 Top500 / Green500 GPU/ Top500 Source: Top500 / Green500 HPC : > 80% / HPC Moving to the Top:Green500 / (IDC: 2011 GPU 28.8% 2013 ) TSUBAME-KFC: 1 4 MFLOPS Wide Adoption: GPU ( Green500 76.9% 17 ): 2014 6 GPU/ (VDI ) GPU HPC / • • • • • • • • & • • • • • • • EDA (CFD) 超並列 アーキテクチャー により科学・工学用 • • Excel • アプリケーションを 高速化 OLAP • • • & & • • • • • • & & ( ) / / Supermicro GPU 3 GPUs Blade Mainstream 4U 8-GPUs Density Efficiency GPGPU Where it started… Hybrid Computing Pioneer FatTwin™ 2-node 6 GPUs or MICs per node 7U GPU Blades 20 CPUs + 20 GPUs Ultra High Efficiency The fastest 1U server in the world Telsa S1070 FatTwin™ 4-node 3 GPUs per node 4 GPUs Workstation / 4U 2U 4-GPU 1U 4-GPU Standalone box 2U GPU w/ QDR IB onboard PCI-E x16 1U Twin™ X9 (UP) 1U 2-GPUs 1U 3-GPU 2U Twin The most powerful PSC 2U 6-GPUs 1U 4-GPUs 2008 2009 2010 2011 2012 2013 2014 GPU 3U SuperServer ( ) 1U/2U 2CPU – 2 4 3 7047GR-TPRF FatTwin 2 6 4 1U 1CPU – , – 1027GR-TQF 1027GR-TQFT 2027GR-TRFH 2027GR-TRFHT 1017GR-TF 3 4 2 5017GR-TF 1027GR-TRF 1027GR-TSF 1027GR-TRFT 2027GR-TRF 2027GR-TRFT 6037R-72RFT+ 2 1 ( 5037A-iL 2 5037A-i SuperBlade ) 1 7037A-iL 2 7037A-i 2 7047A-T 4 7047GR-TRF & GPU GRID , NVIDIA GRID , GPU GPU GPU PCIe PCB CPU I/O & − 高効率 1800W 電源 x16 x16 x16 x16 GPU CPU/GPU PEARL 95% & & BBP( ) ( ) Efficiency / (95%+) Max. Power Requirements 2000w 1800w 1600w 1400w 1200w 1000w 800w 600w 400w 200w No GPU 電源負荷 20% 1 GPU 2 GPUs 40% 3 GPUs 4 GPUs 60% 5 GPUs 80% (95+%) * 6 GPUs (240W ~ 2000W) 1+1 or 2+1 & / & & GPU Workstation / 4U Server ( / ) Rack DCLC AHx™ - Multiple Rack CHx CoolIT® AHx •二重化されたファン •集中型ポンプアーキテクチャー •CoolIT コマンドセンターによる 水冷システム状況の監視 •PDUの様な形状のスチールボディー •金属製ドライブレークのクイックコネクト •パッシブコールドプレート技術 •金属製ドライブレークのクイックコネクト FatTwin™ GPU CPU : FatTwin GPU 3 GPU 1U, 2U, 4U… GPU CPU GPU 4U 4 – GPU – SSD “GPU Supermicro Servers” & BIOS Supermicro 1U PUE ~ 1.12 25 ( – ) ~25kW KW / rack Green500 #1 Green500 GPU 17 http://www.supermicro.com/products/nfo/Green500.cfm Top500 #311 (~4.5GFLOPS ) – GPU / GPU Engineering Challenge , Supermicro GPU GPU (http://www.supermicro.com/GPU/) Tau Leng, Ph.D. [email protected]
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