OpenCL NVIDIA AMD Ubuntu 16.04 Compute
NVIDIA GeForce and AMD Radeon performance OpenCL GPGPU compute benchmarks on Ubuntu 16.04 64-bit. Tests by Michael Larabel for a future article.


Radeon R9 285: 

	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: 120GB Samsung SSD 850, Graphics: XFX AMD Radeon R9 200, Audio: Realtek ALC1150, Monitor: DELL P2415Q, Network: Intel Connection

	OS: Ubuntu 16.04, Kernel: 4.4.0-13-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.2, Display Driver: amdgpu 0.0.2, OpenGL: 4.5.13830, OpenCL: OpenCL 2.0 AMD-APP (2036.3), Vulkan: 1.0.5, Compiler: GCC 5.3.1 20160311, File-System: ext4, Screen Resolution: 3840x2160

Radeon R9 Fury: 

	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: 120GB Samsung SSD 850, Graphics: Sapphire AMD Radeon R9 Fury 4096MB, Audio: Realtek ALC1150, Monitor: DELL P2415Q, Network: Intel Connection

	OS: Ubuntu 16.04, Kernel: 4.4.0-13-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.2, Display Driver: amdgpu 0.0.2, OpenGL: 4.5.13830, OpenCL: OpenCL 2.0 AMD-APP (2036.3), Vulkan: 1.0.5, Compiler: GCC 5.3.1 20160311, File-System: ext4, Screen Resolution: 3840x2160

Radeon R9 290: 

	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: 120GB Samsung SSD 850, Graphics: XFX AMD Radeon R9 200 4096MB, Audio: Realtek ALC1150, Monitor: DELL P2415Q, Network: Intel Connection

	OS: Ubuntu 16.04, Kernel: 4.4.0-13-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.2, Display Driver: amdgpu 0.0.2, OpenGL: 4.5.13830, OpenCL: OpenCL 2.0 AMD-APP (2036.3), Vulkan: 1.0.5, Compiler: GCC 5.3.1 20160311, 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: 120GB Samsung SSD 850, Graphics: eVGA NVIDIA GeForce GTX 950 2048MB (1202/3304MHz), Audio: Realtek ALC1150, Network: Intel Connection

	OS: Ubuntu 16.04, Kernel: 4.4.0-13-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.2, Display Driver: NVIDIA 364.12, OpenGL: 4.5.0, OpenCL: OpenCL 1.2 CUDA 8.0.0, Vulkan: 1.0.5, Compiler: GCC 5.3.1 20160311, 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: 120GB Samsung SSD 850, Graphics: eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

	OS: Ubuntu 16.04, Kernel: 4.4.0-13-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.2, Display Driver: NVIDIA 364.12, OpenGL: 4.5.0, OpenCL: OpenCL 1.2 CUDA 8.0.0, Vulkan: 1.0.5, Compiler: GCC 5.3.1 20160311, 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: 120GB Samsung SSD 850, Graphics: eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

	OS: Ubuntu 16.04, Kernel: 4.4.0-13-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.2, Display Driver: NVIDIA 364.12, OpenGL: 4.5.0, OpenCL: OpenCL 1.2 CUDA 8.0.0, Vulkan: 1.0.5, Compiler: GCC 5.3.1 20160311, 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: 120GB Samsung SSD 850, Graphics: NVIDIA GeForce GTX 980 4096MB (1126/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

	OS: Ubuntu 16.04, Kernel: 4.4.0-13-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.2, Display Driver: NVIDIA 364.12, OpenGL: 4.5.0, OpenCL: OpenCL 1.2 CUDA 8.0.0, Vulkan: 1.0.5, Compiler: GCC 5.3.1 20160311, 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: 120GB Samsung SSD 850, Graphics: NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

	OS: Ubuntu 16.04, Kernel: 4.4.0-13-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.2, Display Driver: NVIDIA 364.12, OpenGL: 4.5.0, OpenCL: OpenCL 1.2 CUDA 8.0.0, Vulkan: 1.0.5, Compiler: GCC 5.3.1 20160311, 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: 120GB Samsung SSD 850, Graphics: NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz), Audio: Realtek ALC1150, Network: Intel Connection

	OS: Ubuntu 16.04, Kernel: 4.4.0-13-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.2, Display Driver: NVIDIA 364.12, OpenGL: 4.5.0, OpenCL: OpenCL 1.2 CUDA 8.0.0, Vulkan: 1.0.5, Compiler: GCC 5.3.1 20160311, File-System: ext4, Screen Resolution: 3840x2160

GeForce GTX TITAN X: 

	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: 120GB Samsung SSD 850, Graphics: NVIDIA GeForce GTX TITAN X 12288MB (1001/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

	OS: Ubuntu 16.04, Kernel: 4.4.0-13-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.2, Display Driver: NVIDIA 364.12, OpenGL: 4.5.0, OpenCL: OpenCL 1.2 CUDA 8.0.0, Vulkan: 1.0.5, Compiler: GCC 5.3.1 20160311, File-System: ext4, Screen Resolution: 3840x2160


SHOC Scalable HeterOgeneous Computing 2015-11-10
Target: OpenCL - Benchmark: Triad
GB/s > Higher Is Better
Radeon R9 285 ....... 10.86 |==============================================
Radeon R9 Fury ...... 4.01  |=================
Radeon R9 290 ....... 6.39  |===========================
GeForce GTX 980 Ti .. 11.78 |==================================================
GeForce GTX 950 ..... 10.93 |==============================================
GeForce GTX 960 ..... 10.81 |==============================================
GeForce GTX 970 ..... 11.43 |================================================
GeForce GTX 980 ..... 11.57 |=================================================
GeForce GTX 780 Ti .. 11.56 |=================================================
GeForce GTX TITAN X . 11.84 |==================================================


SHOC Scalable HeterOgeneous Computing 2015-11-10
Target: OpenCL - Benchmark: FFT SP
GFLOPS > Higher Is Better
Radeon R9 285 ....... 17.63  |====
Radeon R9 Fury ...... 27.31  |======
Radeon R9 290 ....... 73.13  |=================
GeForce GTX 980 Ti .. 199.12 |==============================================
GeForce GTX 950 ..... 119.82 |============================
GeForce GTX 960 ..... 131.35 |===============================
GeForce GTX 970 ..... 209.69 |=================================================
GeForce GTX 980 ..... 209.94 |=================================================
GeForce GTX 780 Ti .. 153.11 |====================================
GeForce GTX TITAN X . 202.03 |===============================================


SHOC Scalable HeterOgeneous Computing 2015-11-10
Target: OpenCL - Benchmark: MD5 Hash
GHash/s > Higher Is Better
Radeon R9 285 ....... 3.74 |=======================
Radeon R9 Fury ...... 5.71 |==================================
Radeon R9 290 ....... 5.61 |==================================
GeForce GTX 980 Ti .. 7.77 |===============================================
GeForce GTX 950 ..... 2.69 |================
GeForce GTX 960 ..... 3.85 |=======================
GeForce GTX 970 ..... 5.44 |=================================
GeForce GTX 980 ..... 6.48 |=======================================
GeForce GTX 780 Ti .. 3.78 |=======================
GeForce GTX TITAN X . 8.46 |===================================================


SHOC Scalable HeterOgeneous Computing 2015-11-10
Target: OpenCL - Benchmark: Max SP Flops
GFLOPS > Higher Is Better
Radeon R9 285 ....... 3276.90 |======================
Radeon R9 Fury ...... 7131.04 |================================================
Radeon R9 290 ....... 4783.86 |================================
GeForce GTX 980 Ti .. 6177.72 |==========================================
GeForce GTX 950 ..... 2217.26 |===============
GeForce GTX 960 ..... 2944.52 |====================
GeForce GTX 970 ..... 4335.38 |=============================
GeForce GTX 980 ..... 4991.32 |==================================
GeForce GTX 780 Ti .. 5028.50 |==================================
GeForce GTX TITAN X . 6925.52 |===============================================


SHOC Scalable HeterOgeneous Computing 2015-11-10
Target: OpenCL - Benchmark: Bus Speed Download
GB/s > Higher Is Better
Radeon R9 285 ....... 12.79 |==================================================
Radeon R9 Fury ...... 12.70 |==================================================
Radeon R9 290 ....... 7.48  |=============================
GeForce GTX 980 Ti .. 12.50 |=================================================
GeForce GTX 950 ..... 12.50 |=================================================
GeForce GTX 960 ..... 12.50 |=================================================
GeForce GTX 970 ..... 12.51 |=================================================
GeForce GTX 980 ..... 12.52 |=================================================
GeForce GTX 780 Ti .. 12.53 |=================================================
GeForce GTX TITAN X . 12.53 |=================================================


SHOC Scalable HeterOgeneous Computing 2015-11-10
Target: OpenCL - Benchmark: Bus Speed Readback
GB/s > Higher Is Better
Radeon R9 285 ....... 13.65 |==================================================
Radeon R9 Fury ...... 13.03 |================================================
Radeon R9 290 ....... 6.12  |======================
GeForce GTX 980 Ti .. 13.21 |================================================
GeForce GTX 950 ..... 13.21 |================================================
GeForce GTX 960 ..... 13.21 |================================================
GeForce GTX 970 ..... 13.21 |================================================
GeForce GTX 980 ..... 13.22 |================================================
GeForce GTX 780 Ti .. 13.24 |================================================
GeForce GTX TITAN X . 13.22 |================================================


SHOC Scalable HeterOgeneous Computing 2015-11-10
Target: OpenCL - Benchmark: Texture Read Bandwidth
GB/s > Higher Is Better
Radeon R9 285 ....... 170.03 |========================
Radeon R9 Fury ...... 220.93 |===============================
Radeon R9 290 ....... 255.78 |====================================
GeForce GTX 980 Ti .. 350.05 |=================================================
GeForce GTX 950 ..... 240.75 |==================================
GeForce GTX 960 ..... 270.81 |======================================
GeForce GTX 970 ..... 284.94 |========================================
GeForce GTX 980 ..... 329.47 |==============================================
GeForce GTX 780 Ti .. 286.80 |========================================
GeForce GTX TITAN X . 351.49 |=================================================


LuxMark 3.0
OpenCL Device: GPU - Scene: Hotel
Score > Higher Is Better
Radeon R9 285 ....... 890  |=================
Radeon R9 Fury ...... 1733 |==================================
Radeon R9 290 ....... 1512 |=============================
GeForce GTX 980 Ti .. 2480 |================================================
GeForce GTX 950 ..... 1117 |======================
GeForce GTX 960 ..... 1265 |=========================
GeForce GTX 970 ..... 1943 |======================================
GeForce GTX 980 ..... 2093 |=========================================
GeForce GTX 780 Ti .. 1265 |=========================
GeForce GTX TITAN X . 2614 |===================================================


LuxMark 3.0
OpenCL Device: GPU - Scene: Microphone
Score > Higher Is Better
Radeon R9 285 ....... 3426 |=====================
Radeon R9 Fury ...... 6361 |========================================
Radeon R9 290 ....... 5350 |=================================
GeForce GTX 980 Ti .. 8050 |==================================================
GeForce GTX 950 ..... 3104 |===================
GeForce GTX 960 ..... 3103 |===================
GeForce GTX 970 ..... 5824 |====================================
GeForce GTX 980 ..... 6010 |=====================================
GeForce GTX 780 Ti .. 4557 |============================
GeForce GTX TITAN X . 8212 |===================================================


LuxMark 3.0
OpenCL Device: GPU - Scene: Luxball HDR
Score > Higher Is Better
Radeon R9 285 ....... 7517  |========================
Radeon R9 Fury ...... 14326 |==============================================
Radeon R9 290 ....... 12021 |=======================================
GeForce GTX 980 Ti .. 15310 |=================================================
GeForce GTX 950 ..... 5972  |===================
GeForce GTX 960 ..... 6277  |====================
GeForce GTX 970 ..... 10981 |===================================
GeForce GTX 980 ..... 12121 |=======================================
GeForce GTX 780 Ti .. 9647  |===============================
GeForce GTX TITAN X . 15585 |==================================================