CUDA 2016 NVIDIA Linux Ubuntu

NVIDIA CUDA Linux 2016 compute benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1702026-TA-1612261TA82
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HPC - High Performance Computing 3 Tests
Machine Learning 2 Tests
NVIDIA GPU Compute 2 Tests

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Result
Identifier
Performance Per
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Date
Run
  Test
  Duration
GeForce GTX 650
December 26 2016
 
GeForce GTX 680
December 26 2016
 
GeForce GTX 750
December 26 2016
 
GeForce GTX 760
December 26 2016
 
GeForce GTX 780 Ti
December 25 2016
 
GeForce GTX 950
December 25 2016
 
GeForce GTX 960
December 25 2016
 
GeForce GTX 970
December 25 2016
 
GeForce GTX 980
December 25 2016
 
GeForce GTX 980 Ti
December 26 2016
 
GeForce GTX 1050
December 25 2016
 
GeForce GTX 1050 Ti
December 25 2016
 
GeForce GTX 1060
December 26 2016
 
GeForce GTX 1070
December 25 2016
 
GeForce GTX 1080
December 25 2016
 
ubu_deep
February 01 2017
 
ubu_ml3
February 02 2017
 
ubu_ml_375.26
February 02 2017
 
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CUDA 2016 NVIDIA Linux Ubuntu NVIDIA CUDA Linux 2016 compute benchmarks by Michael Larabel for a future article. GeForce GTX 650: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB TOSHIBA-RD400, Graphics: MSI NVIDIA GeForce GTX 650 1024MB (1084/2500MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 680: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 680 2048MB (1006/3004MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 750: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB TOSHIBA-RD400, Graphics: eVGA NVIDIA GeForce GTX 750 1024MB (1019/2505MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 760: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 760 2048MB (1124/3004MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 780 Ti: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 950: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB TOSHIBA-RD400, Graphics: eVGA NVIDIA GeForce GTX 950 2048MB (1202/3304MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 960: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB TOSHIBA-RD400, Graphics: eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 970: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB TOSHIBA-RD400, Graphics: eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 980: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 980 4096MB (1126/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 980 Ti: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 1050: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB TOSHIBA-RD400, Graphics: Zotac NVIDIA GeForce GTX 1050 2048MB (1681/3504MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 1050 Ti: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB TOSHIBA-RD400, Graphics: eVGA NVIDIA GeForce GTX 1050 Ti 4096MB (1341/3504MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 1060: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 1060 6GB 6144MB (557/4006MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 1070: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 1070 8192MB (1069/4006MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 1080: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB TOSHIBA-RD400, Graphics: NVIDIA GeForce GTX 1080 8192MB (1538/5005MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-57-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.26, OpenGL: 4.5.0, Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 ubu_deep: Processor: 2 x Intel 0000 @ 3.00GHz (48 Cores), Motherboard: Supermicro X10DRi-LN4+ v1.01, Chipset: Intel Xeon E7 v4/Xeon, Memory: 64512MB, Disk: 1000GB My Passport 0820, Audio: NVIDIA Device 10f0, Network: Intel I350 Gigabit Connection OS: Ubuntu 16.04, Kernel: 4.4.0-59-generic (x86_64), Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 1024x768 ubu_ml3: Processor: 2 x Intel 0000 @ 3.00GHz (48 Cores), Motherboard: Supermicro X10DRi-LN4+ v1.01, Chipset: Intel Xeon E7 v4/Xeon, Memory: 64512MB, Disk: 1000GB My Passport 0820, Audio: NVIDIA Device 10f0, Network: Intel I350 Gigabit Connection OS: Ubuntu 16.04, Kernel: 4.4.0-59-generic (x86_64), Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 1024x768 ubu_ml_375.26: Processor: 2 x Intel 0000 @ 3.00GHz (48 Cores), Motherboard: Supermicro X10DRi-LN4+ v1.01, Chipset: Intel Xeon E7 v4/Xeon, Memory: 64512MB, Disk: 1000GB My Passport 0820, Audio: NVIDIA Device 10f0, Network: Intel I350 Gigabit Connection OS: Ubuntu 16.04, Kernel: 4.4.0-59-generic (x86_64), Vulkan: 1.0.24, Compiler: GCC 5.4.0 20160609 + CUDA 8.0, File-System: ext4, Screen Resolution: 1024x768 SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: CUDA - Benchmark: FFT SP GFLOPS > Higher Is Better GeForce GTX 750 ..... 116.13 |============ GeForce GTX 950 ..... 178.56 |=================== GeForce GTX 960 ..... 194.10 |===================== GeForce GTX 970 ..... 266.73 |============================ GeForce GTX 980 ..... 292.36 |=============================== GeForce GTX 980 Ti .. 308.49 |================================= GeForce GTX 1050 .... 171.27 |================== GeForce GTX 1050 Ti . 199.71 |===================== GeForce GTX 1060 .... 304.62 |================================ GeForce GTX 1070 .... 377.27 |======================================== GeForce GTX 1080 .... 462.60 |================================================= SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: CUDA - Benchmark: MD5 Hash GHash/s > Higher Is Better GeForce GTX 750 ..... 1.28 |===== GeForce GTX 950 ..... 2.69 |=========== GeForce GTX 960 ..... 3.83 |================ GeForce GTX 970 ..... 5.44 |======================= GeForce GTX 980 ..... 6.47 |=========================== GeForce GTX 980 Ti .. 7.73 |================================ GeForce GTX 1050 .... 2.49 |========== GeForce GTX 1050 Ti . 3.03 |============= GeForce GTX 1060 .... 5.64 |======================== GeForce GTX 1070 .... 8.40 |=================================== GeForce GTX 1080 .... 11.90 |================================================== SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: CUDA - Benchmark: Max SP Flops GFLOPS > Higher Is Better GeForce GTX 750 ..... 1160.99 |====== GeForce GTX 950 ..... 2210.77 |=========== GeForce GTX 960 ..... 2941.88 |=============== GeForce GTX 970 ..... 4320.28 |====================== GeForce GTX 980 ..... 5002.78 |========================== GeForce GTX 980 Ti .. 6145.80 |=============================== GeForce GTX 1050 .... 2109.11 |=========== GeForce GTX 1050 Ti . 2688.23 |============== GeForce GTX 1060 .... 4765.98 |======================== GeForce GTX 1070 .... 7096.44 |==================================== GeForce GTX 1080 .... 9385.11 |================================================ SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: CUDA - Benchmark: Texture Read Bandwidth GB/s > Higher Is Better GeForce GTX 750 ..... 160.58 |=============== GeForce GTX 950 ..... 364.33 |================================== GeForce GTX 960 ..... 379.43 |=================================== GeForce GTX 970 ..... 349.90 |================================= GeForce GTX 980 ..... 335.27 |=============================== GeForce GTX 980 Ti .. 349.09 |================================= GeForce GTX 1050 .... 433.21 |======================================== GeForce GTX 1050 Ti . 453.15 |========================================== GeForce GTX 1060 .... 503.11 |=============================================== GeForce GTX 1070 .... 501.08 |=============================================== GeForce GTX 1080 .... 526.21 |================================================= ASKAP tConvolveCuda 2015-11-10 Processing: Gridding Million Grid Points Per Second > Higher Is Better GeForce GTX 950 ..... 3399.14 |==================== GeForce GTX 960 ..... 3132.42 |================== GeForce GTX 970 ..... 5255.51 |============================== GeForce GTX 980 ..... 6006.45 |=================================== GeForce GTX 980 Ti .. 8320.50 |================================================ GeForce GTX 1050 .... 3698.00 |===================== GeForce GTX 1050 Ti . 3715.36 |===================== GeForce GTX 1060 .... 5625.68 |================================ GeForce GTX 1070 .... 7607.31 |============================================ GeForce GTX 1080 .... 8236.45 |================================================ ASKAP tConvolveCuda 2015-11-10 Processing: Degridding Million Grid Points Per Second > Higher Is Better GeForce GTX 950 ..... 5625.68 |================ GeForce GTX 960 ..... 5325.12 |=============== GeForce GTX 970 ..... 9399.84 |========================== GeForce GTX 980 ..... 10798.13 |============================== GeForce GTX 980 Ti .. 17010.80 |=============================================== GeForce GTX 1050 .... 5873.92 |================ GeForce GTX 1050 Ti . 5961.62 |================ GeForce GTX 1060 .... 9861.33 |=========================== GeForce GTX 1070 .... 13312.80 |===================================== GeForce GTX 1080 .... 14273.00 |======================================= CUDA Mini-Nbody 2015-11-10 Test: Original Seconds < Lower Is Better GeForce GTX 750 ..... 182.08 |================================================= GeForce GTX 780 Ti .. 61.44 |================= GeForce GTX 950 ..... 104.15 |============================ GeForce GTX 960 ..... 82.70 |====================== GeForce GTX 970 ..... 52.51 |============== GeForce GTX 980 ..... 46.60 |============= GeForce GTX 980 Ti .. 36.06 |========== GeForce GTX 1050 .... 115.24 |=============================== GeForce GTX 1050 Ti . 101.85 |=========================== GeForce GTX 1060 .... 58.42 |================ GeForce GTX 1070 .... 39.70 |=========== GeForce GTX 1080 .... 33.06 |========= Caffe AlexNet 2016-06-11 Build: CUDA AlexNet Milli-Seconds < Lower Is Better GeForce GTX 680 ..... 52573.77 |===================================== GeForce GTX 760 ..... 66411.83 |=============================================== GeForce GTX 780 Ti .. 28595.10 |==================== GeForce GTX 950 ..... 30595.47 |====================== GeForce GTX 960 ..... 27360.73 |=================== GeForce GTX 970 ..... 17005.67 |============ GeForce GTX 980 ..... 14977.20 |=========== GeForce GTX 980 Ti .. 11722.10 |======== GeForce GTX 1050 .... 30845.03 |====================== GeForce GTX 1050 Ti . 26985.90 |=================== GeForce GTX 1060 .... 16266.23 |============ GeForce GTX 1070 .... 11451.90 |======== GeForce GTX 1080 .... 9738.65 |======= ubu_deep ............ 9734.94 |======= ubu_ml3 ............. 9462.11 |======= ubu_ml_375.26 ....... 9791.41 |======= Caffe AlexNet 2016-06-11 Build: CUDA Googlenet Milli-Seconds < Lower Is Better GeForce GTX 680 ..... 133624.00 |===================================== GeForce GTX 760 ..... 164009.00 |============================================== GeForce GTX 780 Ti .. 65105.93 |================== GeForce GTX 950 ..... 68771.30 |=================== GeForce GTX 960 ..... 59805.47 |================= GeForce GTX 970 ..... 40125.47 |=========== GeForce GTX 980 ..... 35955.47 |========== GeForce GTX 980 Ti .. 31440.40 |========= GeForce GTX 1050 .... 69616.53 |==================== GeForce GTX 1050 Ti . 60253.57 |================= GeForce GTX 1060 .... 37468.77 |=========== GeForce GTX 1070 .... 27658.17 |======== GeForce GTX 1080 .... 24039.57 |======= ubu_deep ............ 25701.77 |======= ubu_ml3 ............. 25817.43 |======= ubu_ml_375.26 ....... 25693.67 |=======