OpenCL CUDA NVIDIA GPGPU Linux Tests

ttnx

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GeForce GTX 680
November 11 2015
 
GeForce GTX 750
November 11 2015
 
GeForce GTX 760
November 11 2015
 
GeForce GTX 780 Ti
November 11 2015
 
GeForce GTX 950
November 10 2015
 
GeForce GTX 960
November 11 2015
 
GeForce GTX 970
November 11 2015
 
GeForce GTX 980
November 11 2015
 
GeForce GTX 980 Ti
November 10 2015
 
GeForce GTX TITAN X
November 11 2015
 
tnx
May 25 2016
 
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OpenCL CUDA NVIDIA GPGPU Linux Tests ttnx GeForce GTX 680: Processor: Intel Core i5-6600K @ 3.50GHz (4 Cores), Motherboard: MSI Z170A GAMING PRO (MS-7984) v1.0, Chipset: Intel Device 191f, Memory: 16384MB, Disk: 256GB TS256GSSD370S, Graphics: NVIDIA GeForce GTX 680 2048MB (1006/3004MHz), Audio: Intel Device a170, Network: Intel Device 15b8 OS: Ubuntu 14.04, Kernel: 3.19.0-33-generic (x86_64), Desktop: Unity 7.2.5, Display Server: X Server 1.17.1, Display Driver: NVIDIA 352.39, OpenGL: 4.3.0, Compiler: GCC 4.8.4 + Clang 3.4-1ubuntu3 + CUDA 7.5, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 750: Processor: Intel Core i5-6600K @ 3.50GHz (4 Cores), Motherboard: MSI Z170A GAMING PRO (MS-7984) v1.0, Chipset: Intel Device 191f, Memory: 16384MB, Disk: 256GB TS256GSSD370S, Graphics: eVGA NVIDIA GeForce GTX 750 1024MB (1019/2505MHz), Audio: Intel Device a170, Network: Intel Device 15b8 OS: Ubuntu 14.04, Kernel: 3.19.0-33-generic (x86_64), Desktop: Unity 7.2.5, Display Server: X Server 1.17.1, Display Driver: NVIDIA 352.39, OpenGL: 4.3.0, Compiler: GCC 4.8.4 + Clang 3.4-1ubuntu3 + CUDA 7.5, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 760: Processor: Intel Core i5-6600K @ 3.50GHz (4 Cores), Motherboard: MSI Z170A GAMING PRO (MS-7984) v1.0, Chipset: Intel Device 191f, Memory: 16384MB, Disk: 256GB TS256GSSD370S, Graphics: NVIDIA GeForce GTX 760 2048MB (980/3004MHz), Audio: Intel Device a170, Network: Intel Device 15b8 OS: Ubuntu 14.04, Kernel: 3.19.0-33-generic (x86_64), Desktop: Unity 7.2.5, Display Server: X Server 1.17.1, Display Driver: NVIDIA 352.39, OpenGL: 4.3.0, Compiler: GCC 4.8.4 + Clang 3.4-1ubuntu3 + CUDA 7.5, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 780 Ti: Processor: Intel Core i5-6600K @ 3.50GHz (4 Cores), Motherboard: MSI Z170A GAMING PRO (MS-7984) v1.0, Chipset: Intel Device 191f, Memory: 16384MB, Disk: 256GB TS256GSSD370S, Graphics: NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz), Audio: Intel Device a170, Network: Intel Device 15b8 OS: Ubuntu 14.04, Kernel: 3.19.0-33-generic (x86_64), Desktop: Unity 7.2.5, Display Server: X Server 1.17.1, Display Driver: NVIDIA 352.39, OpenGL: 4.3.0, Compiler: GCC 4.8.4 + Clang 3.4-1ubuntu3 + CUDA 7.5, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 950: Processor: Intel Core i5-6600K @ 3.50GHz (4 Cores), Motherboard: MSI Z170A GAMING PRO (MS-7984) v1.0, Chipset: Intel Device 191f, Memory: 16384MB, Disk: 256GB TS256GSSD370S, Graphics: eVGA NVIDIA GeForce GTX 950 2048MB (135/405MHz), Audio: Intel Device a170, Network: Intel Device 15b8 OS: Ubuntu 14.04, Kernel: 3.19.0-33-generic (x86_64), Desktop: Unity 7.2.5, Display Server: X Server 1.17.1, Display Driver: NVIDIA 352.39, OpenGL: 4.3.0, Compiler: GCC 4.8.4 + Clang 3.4-1ubuntu3 + CUDA 7.5, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 960: Processor: Intel Core i5-6600K @ 3.50GHz (4 Cores), Motherboard: MSI Z170A GAMING PRO (MS-7984) v1.0, Chipset: Intel Device 191f, Memory: 16384MB, Disk: 256GB TS256GSSD370S, Graphics: eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz), Audio: Intel Device a170, Network: Intel Device 15b8 OS: Ubuntu 14.04, Kernel: 3.19.0-33-generic (x86_64), Desktop: Unity 7.2.5, Display Server: X Server 1.17.1, Display Driver: NVIDIA 352.39, OpenGL: 4.3.0, Compiler: GCC 4.8.4 + Clang 3.4-1ubuntu3 + CUDA 7.5, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 970: Processor: Intel Core i5-6600K @ 3.50GHz (4 Cores), Motherboard: MSI Z170A GAMING PRO (MS-7984) v1.0, Chipset: Intel Device 191f, Memory: 16384MB, Disk: 256GB TS256GSSD370S, Graphics: eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz), Audio: Intel Device a170, Network: Intel Device 15b8 OS: Ubuntu 14.04, Kernel: 3.19.0-33-generic (x86_64), Desktop: Unity 7.2.5, Display Server: X Server 1.17.1, Display Driver: NVIDIA 352.39, OpenGL: 4.3.0, Compiler: GCC 4.8.4 + Clang 3.4-1ubuntu3 + CUDA 7.5, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 980: Processor: Intel Core i5-6600K @ 3.50GHz (4 Cores), Motherboard: MSI Z170A GAMING PRO (MS-7984) v1.0, Chipset: Intel Device 191f, Memory: 16384MB, Disk: 256GB TS256GSSD370S, Graphics: NVIDIA GeForce GTX 980 4096MB (1126/3505MHz), Audio: Intel Device a170, Network: Intel Device 15b8 OS: Ubuntu 14.04, Kernel: 3.19.0-33-generic (x86_64), Desktop: Unity 7.2.5, Display Server: X Server 1.17.1, Display Driver: NVIDIA 352.39, OpenGL: 4.3.0, Compiler: GCC 4.8.4 + Clang 3.4-1ubuntu3 + CUDA 7.5, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 980 Ti: Processor: Intel Core i5-6600K @ 3.50GHz (4 Cores), Motherboard: MSI Z170A GAMING PRO (MS-7984) v1.0, Chipset: Intel Device 191f, Memory: 16384MB, Disk: 256GB TS256GSSD370S, Graphics: NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz), Audio: Intel Device a170, Network: Intel Device 15b8 OS: Ubuntu 14.04, Kernel: 3.19.0-33-generic (x86_64), Desktop: Unity 7.2.5, Display Server: X Server 1.17.1, Display Driver: NVIDIA 352.39, OpenGL: 4.3.0, Compiler: GCC 4.8.4 + Clang 3.4-1ubuntu3 + CUDA 7.5, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX TITAN X: Processor: Intel Core i5-6600K @ 3.50GHz (4 Cores), Motherboard: MSI Z170A GAMING PRO (MS-7984) v1.0, Chipset: Intel Device 191f, Memory: 16384MB, Disk: 256GB TS256GSSD370S, Graphics: NVIDIA GeForce GTX TITAN X 12288MB (1001/3505MHz), Audio: Intel Device a170, Network: Intel Device 15b8 OS: Ubuntu 14.04, Kernel: 3.19.0-33-generic (x86_64), Desktop: Unity 7.2.5, Display Server: X Server 1.17.1, Display Driver: NVIDIA 352.39, OpenGL: 4.3.0, Compiler: GCC 4.8.4 + Clang 3.4-1ubuntu3 + CUDA 7.5, File-System: ext4, Screen Resolution: 3840x2160 tnx: Processor: Intel Xeon E5-1650 v3 @ 3.80GHz (12 Cores), Motherboard: Supermicro X10SRL-F, Chipset: Intel Xeon E7 v3/Xeon, Memory: 8 x 16384 MB DDR4-2133MHz Samsung, Disk: 2 x 512GB Samsung SSD 850, Graphics: eVGA NVIDIA GeForce GTX TITAN X, Audio: NVIDIA Device 0fb0, Network: Intel 82599ES 10-Gigabit SFI/SFP+ OS: Ubuntu 16.04, Kernel: 4.4.0-21-generic (x86_64), Compiler: GCC 5.3.1 20160413, File-System: ext4, Screen Resolution: 1024x768 SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: CUDA - Benchmark: Texture Read Bandwidth GB/s > Higher Is Better GeForce GTX 750 ..... 158.42 |====================== GeForce GTX 950 ..... 326.23 |============================================= GeForce GTX 960 ..... 351.31 |================================================ GeForce GTX 970 ..... 325.16 |============================================= GeForce GTX 980 ..... 336.48 |============================================== GeForce GTX 980 Ti .. 348.92 |================================================ GeForce GTX TITAN X . 356.52 |================================================= SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Texture Read Bandwidth GB/s > Higher Is Better GeForce GTX 680 ..... 242.16 |================================== GeForce GTX 750 ..... 121.14 |================= GeForce GTX 760 ..... 170.26 |======================== GeForce GTX 780 Ti .. 286.62 |======================================== GeForce GTX 950 ..... 239.19 |================================= GeForce GTX 960 ..... 269.98 |===================================== GeForce GTX 970 ..... 283.36 |======================================= GeForce GTX 980 ..... 332.60 |============================================== GeForce GTX 980 Ti .. 345.55 |================================================ GeForce GTX TITAN X . 354.09 |================================================= SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: CUDA - Benchmark: FFT SP GFLOPS > Higher Is Better GeForce GTX 750 ..... 113.64 |================= GeForce GTX 950 ..... 172.28 |========================== GeForce GTX 960 ..... 212.43 |================================ GeForce GTX 970 ..... 263.14 |======================================== GeForce GTX 980 ..... 289.63 |============================================ GeForce GTX 980 Ti .. 311.46 |=============================================== GeForce GTX TITAN X . 324.09 |================================================= SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: FFT SP GFLOPS > Higher Is Better GeForce GTX 680 ..... 74.97 |===================== GeForce GTX 750 ..... 54.69 |=============== GeForce GTX 760 ..... 78.44 |====================== GeForce GTX 780 Ti .. 126.71 |==================================== GeForce GTX 950 ..... 63.22 |================== GeForce GTX 960 ..... 62.78 |================== GeForce GTX 970 ..... 117.23 |================================= GeForce GTX 980 ..... 140.12 |======================================= GeForce GTX 980 Ti .. 170.36 |================================================ GeForce GTX TITAN X . 173.89 |================================================= SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: CUDA - Benchmark: MD5 Hash GHash/s > Higher Is Better GeForce GTX 750 ..... 1.08 |======= GeForce GTX 950 ..... 2.36 |================ GeForce GTX 960 ..... 3.38 |======================= GeForce GTX 970 ..... 4.79 |================================= GeForce GTX 980 ..... 5.70 |======================================= GeForce GTX 980 Ti .. 6.81 |=============================================== GeForce GTX TITAN X . 7.42 |=================================================== SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: MD5 Hash GHash/s > Higher Is Better GeForce GTX 680 ..... 1.91 |============= GeForce GTX 750 ..... 1.07 |======= GeForce GTX 760 ..... 1.40 |========== GeForce GTX 780 Ti .. 3.78 |========================== GeForce GTX 950 ..... 2.34 |================ GeForce GTX 960 ..... 3.36 |======================= GeForce GTX 970 ..... 4.77 |================================= GeForce GTX 980 ..... 5.68 |======================================= GeForce GTX 980 Ti .. 6.79 |=============================================== GeForce GTX TITAN X . 7.41 |=================================================== ASKAP tConvolveCuda 2015-11-10 Processing: Gridding Million Grid Points Per Second > Higher Is Better GeForce GTX 950 ..... 3399.14 |=================== GeForce GTX 960 ..... 3144.85 |================== GeForce GTX 970 ..... 5325.12 |============================== GeForce GTX 980 ..... 6051.27 |================================== GeForce GTX 980 Ti .. 8320.50 |=============================================== GeForce GTX TITAN X . 8458.77 |================================================ ASKAP tConvolveCuda 2015-11-10 Processing: Degridding Million Grid Points Per Second > Higher Is Better GeForce GTX 950 ..... 5706.07 |=============== GeForce GTX 960 ..... 5290.32 |============== GeForce GTX 970 ..... 9509.14 |========================== GeForce GTX 980 ..... 11094.00 |============================== GeForce GTX 980 Ti .. 17380.60 |=============================================== GeForce GTX TITAN X . 17380.60 |=============================================== JuliaGPU 1.2pts1 OpenCL Device: GPU Samples/sec > Higher Is Better GeForce GTX 680 ..... 48074789.03 |=============== GeForce GTX 750 ..... 36136874.00 |=========== GeForce GTX 760 ..... 38310650.50 |============ GeForce GTX 780 Ti .. 78839770.13 |========================= GeForce GTX 950 ..... 64913682.63 |===================== GeForce GTX 960 ..... 80042041.73 |========================= GeForce GTX 970 ..... 104144917.23 |================================= GeForce GTX 980 ..... 113830604.27 |==================================== GeForce GTX 980 Ti .. 127978049.53 |======================================== GeForce GTX TITAN X . 136037921.43 |=========================================== MandelbulbGPU 1.0pts1 OpenCL Device: GPU Samples/sec > Higher Is Better GeForce GTX 680 ..... 31636512.97 |================== GeForce GTX 750 ..... 20060275.53 |============ GeForce GTX 760 ..... 25392138.50 |=============== GeForce GTX 780 Ti .. 47400001.90 |============================ GeForce GTX 950 ..... 37156070.87 |====================== GeForce GTX 960 ..... 44953399.47 |========================== GeForce GTX 970 ..... 58811317.17 |================================== GeForce GTX 980 ..... 63616558.77 |===================================== GeForce GTX 980 Ti .. 71656708.83 |========================================== GeForce GTX TITAN X . 75614774.13 |============================================ LuxMark 3.0 OpenCL Device: GPU - Scene: Hotel Score > Higher Is Better GeForce GTX 680 ..... 577 |=============== GeForce GTX 760 ..... 463 |============ GeForce GTX 780 Ti .. 992 |=========================== GeForce GTX 950 ..... 769 |===================== GeForce GTX 960 ..... 897 |======================== GeForce GTX 970 ..... 1346 |==================================== GeForce GTX 980 ..... 1492 |======================================== GeForce GTX 980 Ti .. 1855 |================================================== GeForce GTX TITAN X . 1906 |=================================================== LuxMark 3.0 OpenCL Device: GPU - Scene: Microphone Score > Higher Is Better GeForce GTX 680 ..... 2127 |================= GeForce GTX 760 ..... 1941 |================ GeForce GTX 780 Ti .. 4302 |================================== GeForce GTX 950 ..... 2423 |=================== GeForce GTX 960 ..... 2460 |==================== GeForce GTX 970 ..... 4458 |==================================== GeForce GTX 980 ..... 4776 |====================================== GeForce GTX 980 Ti .. 6268 |================================================== GeForce GTX TITAN X . 6360 |=================================================== LuxMark 3.0 OpenCL Device: GPU - Scene: Luxball HDR Score > Higher Is Better GeForce GTX 680 ..... 4554 |================ GeForce GTX 750 ..... 3491 |============ GeForce GTX 760 ..... 4253 |=============== GeForce GTX 780 Ti .. 9639 |================================== GeForce GTX 950 ..... 5313 |=================== GeForce GTX 960 ..... 5474 |=================== GeForce GTX 970 ..... 9737 |=================================== GeForce GTX 980 ..... 10713 |====================================== GeForce GTX 980 Ti .. 13802 |================================================= GeForce GTX TITAN X . 14081 |================================================== CUDA Mini-Nbody 2015-11-10 Test: Original Seconds < Lower Is Better GeForce GTX 750 ..... 180.66 |================================================= GeForce GTX 780 Ti .. 61.03 |================= GeForce GTX 950 ..... 105.30 |============================= GeForce GTX 960 ..... 82.01 |====================== GeForce GTX 970 ..... 54.32 |=============== GeForce GTX 980 ..... 45.38 |============ GeForce GTX 980 Ti .. 34.58 |========= GeForce GTX TITAN X . 32.37 |========= CUDA Mini-Nbody 2015-11-10 Test: Cache Blocking Seconds < Lower Is Better GeForce GTX 750 ..... 98.19 |================================================== GeForce GTX 780 Ti .. 29.99 |=============== GeForce GTX 950 ..... 49.89 |========================= GeForce GTX 960 ..... 37.08 |=================== GeForce GTX 970 ..... 28.53 |=============== GeForce GTX 980 ..... 25.13 |============= GeForce GTX 980 Ti .. 19.77 |========== GeForce GTX TITAN X . 18.65 |========= CUDA Mini-Nbody 2015-11-10 Test: Loop Unrolling Seconds < Lower Is Better GeForce GTX 750 ..... 89.34 |================================================== GeForce GTX 780 Ti .. 27.05 |=============== GeForce GTX 950 ..... 47.54 |=========================== GeForce GTX 960 ..... 35.35 |==================== GeForce GTX 970 ..... 26.42 |=============== GeForce GTX 980 ..... 23.88 |============= GeForce GTX 980 Ti .. 18.46 |========== GeForce GTX TITAN X . 17.59 |========== CUDA Mini-Nbody 2015-11-10 Test: SOA Data Layout Seconds < Lower Is Better GeForce GTX 750 ..... 199.95 |================================================= GeForce GTX 780 Ti .. 54.39 |============= GeForce GTX 950 ..... 108.50 |=========================== GeForce GTX 960 ..... 79.97 |==================== GeForce GTX 970 ..... 55.87 |============== GeForce GTX 980 ..... 50.15 |============ GeForce GTX 980 Ti .. 40.94 |========== GeForce GTX TITAN X . 37.43 |========= CUDA Mini-Nbody 2015-11-10 Test: Flush Denormals To Zero Seconds < Lower Is Better GeForce GTX 750 ..... 199.83 |================================================= GeForce GTX 780 Ti .. 53.26 |============= GeForce GTX 950 ..... 108.48 |=========================== GeForce GTX 960 ..... 79.84 |==================== GeForce GTX 970 ..... 55.80 |============== GeForce GTX 980 ..... 49.53 |============ GeForce GTX 980 Ti .. 40.85 |========== GeForce GTX TITAN X . 37.37 |=========