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
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 |=======