OpenCL CUDA NVIDIA GPGPU Linux Tests TR1950X 4way1080ti 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 TR1950X 4way1080ti: Processor: AMD Ryzen Threadripper 1950X 16-Core @ 3.40GHz (32 Cores), Motherboard: ASRock X399 Professional Gaming, Chipset: AMD Device 1450, Memory: 8 x 16384 MB DDR4-1467MHz, Disk: 120GB HP SSD S700 120G + Samsung SSD 960 EVO 250GB + 1000GB Samsung SSD 960 EVO 1TB, Graphics: EFI VGA, Audio: NVIDIA Device 10ef, Network: Device 1d6a:d107 + Intel Device 24fb OS: Ubuntu 16.04, Kernel: 4.13.4-041304-generic (x86_64), Display Driver: modesetting 1.19.3, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: zfs, Screen Resolution: 2560x1440 TR1950X 4way1080tigtx: Processor: AMD Ryzen Threadripper 1950X 16-Core @ 3.40GHz (32 Cores), Motherboard: ASRock X399 Professional Gaming, Chipset: AMD Device 1450, Memory: 8 x 16384 MB DDR4-1467MHz, Disk: 120GB HP SSD S700 120G + Samsung SSD 960 EVO 250GB + 1000GB Samsung SSD 960 EVO 1TB, Graphics: MSI NVIDIA GeForce GTX 1080 Ti 11264MB (1544/5508MHz), Audio: NVIDIA Device 10ef, Monitor: Dell S2716DG, Network: Device 1d6a:d107 + Intel Device 24fb OS: Ubuntu 16.04, Kernel: 4.13.4-041304-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.19.3, Display Driver: NVIDIA 384.90, OpenGL: 4.5.0, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: zfs, Screen Resolution: 2560x1440 TR1950X quad1080ti: Processor: AMD Ryzen Threadripper 1950X 16-Core @ 3.40GHz (32 Cores), Motherboard: ASRock X399 Professional Gaming, Chipset: AMD Device 1450, Memory: 8 x 16384 MB DDR4-1467MHz, Disk: 120GB HP SSD S700 120G + Samsung SSD 960 EVO 250GB + 1000GB Samsung SSD 960 EVO 1TB, Graphics: MSI NVIDIA GeForce GTX 1080 Ti 11264MB (1544/5508MHz), Audio: NVIDIA Device 10ef, Monitor: Dell S2716DG, Network: Device 1d6a:d107 + Intel Device 24fb OS: Ubuntu 16.04, Kernel: 4.13.4-041304-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.19.3, Display Driver: NVIDIA 384.90, OpenGL: 4.5.0, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: zfs, Screen Resolution: 2560x1440 TR1950X quad1080tigtx: Processor: AMD Ryzen Threadripper 1950X 16-Core @ 3.40GHz (32 Cores), Motherboard: ASRock X399 Professional Gaming, Chipset: AMD Device 1450, Memory: 8 x 16384 MB DDR4-1467MHz, Disk: 120GB HP SSD S700 120G + Samsung SSD 960 EVO 250GB + 1000GB Samsung SSD 960 EVO 1TB, Graphics: MSI NVIDIA GeForce GTX 1080 Ti 11264MB (1544/5508MHz), Audio: NVIDIA Device 10ef, Monitor: Dell S2716DG, Network: Device 1d6a:d107 + Intel Device 24fb OS: Ubuntu 16.04, Kernel: 4.13.4-041304-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.19.3, Display Driver: NVIDIA 384.90, OpenGL: 4.5.0, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: zfs, Screen Resolution: 2560x1440 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 |================================= TR1950X 4way1080tigtx . 464.39 |=============================================== TR1950X quad1080ti .... 460.40 |============================================== TR1950X quad1080tigtx . 465.39 |=============================================== 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 |====================== TR1950X 4way1080tigtx . 15.97 |================================================ TR1950X quad1080tigtx . 15.93 |================================================ 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 |============================ TR1950X 4way1080tigtx . 293.37 |=============================================== TR1950X quad1080tigtx . 290.19 |============================================== 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 |====================== TR1950X 4way1080tigtx . 15.94 |================================================ TR1950X quad1080tigtx . 15.88 |================================================ 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 |========================== TR1950X 4way1080tigtx . 632.61 |=============================================== TR1950X quad1080tigtx . 629.47 |=============================================== 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 |=========================== TR1950X 4way1080tigtx . 627.38 |=============================================== TR1950X quad1080tigtx . 624.43 |=============================================== 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 |================================== TR1950X 4way1080tigtx . 11094.00 |============================================= TR1950X quad1080tigtx . 10946.07 |============================================ 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 |=================================== TR1950X 4way1080tigtx . 21619.07 |============================================ TR1950X quad1080tigtx . 22188.00 |============================================= 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 |======== TR1950X 4way1080tigtx . 22.49 |====== TR1950X quad1080tigtx . 21.77 |====== 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 |========= TR1950X 4way1080tigtx . 12.18 |====== TR1950X quad1080tigtx . 11.37 |====== 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 |========= TR1950X 4way1080tigtx . 12.90 |======= TR1950X quad1080tigtx . 12.03 |====== 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 |========= TR1950X 4way1080tigtx . 22.77 |===== TR1950X quad1080tigtx . 22.03 |===== 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 |========= TR1950X 4way1080tigtx . 22.71 |===== TR1950X quad1080tigtx . 21.93 |===== 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 |=================================== TR1950X 4way1080tigtx . 159492716.80 |========================================= TR1950X quad1080tigtx . 159005850.77 |========================================= 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 |============================= TR1950X 4way1080tigtx . 105735837.57 |======================================== TR1950X quad1080tigtx . 107641345.20 |========================================= 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 |====== TR1950X 4way1080tigtx . 15393 |================================================ TR1950X quad1080tigtx . 15252 |================================================ 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 |======= TR1950X 4way1080tigtx . 41545 |================================================ TR1950X quad1080tigtx . 41075 |=============================================== 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 |======== TR1950X 4way1080tigtx . 81533 |================================================ TR1950X quad1080tigtx . 81567 |================================================