CUDA OpenCL GTX Comparison

Benchmarks for a future article on phoronix.com.

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NVIDIA GPU Compute ^{2 Tests}
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CUDA OpenCL GTX Comparison Benchmarks for a future article on phoronix.com. ,,"GTX 650","GTX 680","GTX 760","GTX 780 Ti","GTX 950","GTX 960","GTX 970","GTX 980","GTX 980 Ti","GTX 1050","GTX 1050 Ti","GTX 1060","GTX 1070","GTX 1080" Processor,,Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores),Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores),Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores),Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores),Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores),Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores),Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores),Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores),Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores),Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores),Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores),Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores),Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores),Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores) Motherboard,,MSI C236A WORKSTATION (MS-7998) v1.0,MSI C236A WORKSTATION (MS-7998) v1.0,MSI C236A WORKSTATION (MS-7998) v1.0,MSI C236A WORKSTATION (MS-7998) v1.0,MSI C236A WORKSTATION (MS-7998) v1.0,MSI C236A WORKSTATION (MS-7998) v1.0,MSI C236A WORKSTATION (MS-7998) v1.0,MSI C236A WORKSTATION (MS-7998) v1.0,MSI C236A WORKSTATION (MS-7998) v1.0,MSI C236A WORKSTATION (MS-7998) v1.0,MSI C236A WORKSTATION (MS-7998) v1.0,MSI C236A WORKSTATION (MS-7998) v1.0,MSI C236A WORKSTATION (MS-7998) v1.0,MSI C236A WORKSTATION (MS-7998) v1.0 Chipset,,Intel Sky Lake,Intel Sky Lake,Intel Sky Lake,Intel Sky Lake,Intel Sky Lake,Intel Sky Lake,Intel Sky Lake,Intel Sky Lake,Intel Sky Lake,Intel Sky Lake,Intel Sky Lake,Intel Sky Lake,Intel Sky Lake,Intel Sky Lake Memory,,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB Disk,,256GB INTEL SSDPEKKW256G7,256GB INTEL SSDPEKKW256G7,256GB INTEL SSDPEKKW256G7,256GB INTEL SSDPEKKW256G7,256GB INTEL SSDPEKKW256G7,256GB INTEL SSDPEKKW256G7,256GB INTEL SSDPEKKW256G7,256GB INTEL SSDPEKKW256G7,256GB INTEL SSDPEKKW256G7,256GB INTEL SSDPEKKW256G7,256GB INTEL SSDPEKKW256G7,256GB INTEL SSDPEKKW256G7,256GB INTEL SSDPEKKW256G7,256GB INTEL SSDPEKKW256G7 Graphics,,MSI NVIDIA GeForce GTX 650 1024MB (1084/2500MHz),NVIDIA GeForce GTX 680 2048MB (1006/3004MHz),NVIDIA GeForce GTX 760 2048MB (980/3004MHz),NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz),eVGA NVIDIA GeForce GTX 950 2048MB (1202/3304MHz),eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz),eVGA NVIDIA GeForce GTX 970 4096MB (1164/3505MHz),NVIDIA GeForce GTX 980 4096MB (1126/3505MHz),NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz),Zotac NVIDIA GeForce GTX 1050 2048MB (90/3504MHz),eVGA NVIDIA GeForce GTX 1050 Ti 4096MB (1328/3504MHz),NVIDIA GeForce GTX 1060 6GB 6144MB (1506/4006MHz),NVIDIA GeForce GTX 1070 8192MB (1504/4006MHz),NVIDIA GeForce GTX 1080 8192MB (417/5005MHz) Audio,,Realtek ALC1150,Realtek ALC1150,Realtek ALC1150,Realtek ALC1150,Realtek ALC1150,Realtek ALC1150,Realtek ALC1150,Realtek ALC1150,Realtek ALC1150,Realtek ALC1150,Realtek ALC1150,Realtek ALC1150,Realtek ALC1150,Realtek ALC1150 Network,,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection OS,,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04 Kernel,,4.8.4-040804-generic (x86_64),4.8.4-040804-generic (x86_64),4.8.4-040804-generic (x86_64),4.8.4-040804-generic (x86_64),4.8.4-040804-generic (x86_64),4.8.4-040804-generic (x86_64),4.8.4-040804-generic (x86_64),4.8.4-040804-generic (x86_64),4.8.4-040804-generic (x86_64),4.8.4-040804-generic (x86_64),4.8.4-040804-generic (x86_64),4.8.4-040804-generic (x86_64),4.8.4-040804-generic (x86_64),4.8.4-040804-generic (x86_64) Desktop,,Unity 7.4.0,Unity 7.4.0,Unity 7.4.0,Unity 7.4.0,Unity 7.4.0,Unity 7.4.0,Unity 7.4.0,Unity 7.4.0,Unity 7.4.0,Unity 7.4.0,Unity 7.4.0,Unity 7.4.0,Unity 7.4.0,Unity 7.4.0 Display Server,,X Server 1.18.4,X Server 1.18.4,X Server 1.18.4,X Server 1.18.4,X Server 1.18.4,X Server 1.18.4,X Server 1.18.4,X Server 1.18.4,X Server 1.18.4,X Server 1.18.4,X Server 1.18.4,X Server 1.18.4,X Server 1.18.4,X Server 1.18.4 Display Driver,,NVIDIA 375.10,NVIDIA 375.10,NVIDIA 375.10,NVIDIA 375.10,NVIDIA 375.10,NVIDIA 375.10,NVIDIA 375.10,NVIDIA 375.10,NVIDIA 375.10,NVIDIA 375.10,NVIDIA 375.10,NVIDIA 375.10,NVIDIA 375.10,NVIDIA 375.10 OpenGL,,4.5.0,4.5.0,4.5.0,4.5.0,4.5.0,4.5.0,4.5.0,4.5.0,4.5.0,4.5.0,4.5.0,4.5.0,4.5.0,4.5.0 Vulkan,,1.0.8,1.0.8,1.0.8,1.0.8,1.0.8,1.0.8,1.0.8,1.0.8,1.0.8,1.0.8,1.0.8,1.0.8,1.0.8,1.0.8 Compiler,,GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0,GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0,GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0,GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0,GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0,GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0,GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0,GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0,GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0,GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0,GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0,GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0,GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0,GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0 File-System,,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160 ,,"GTX 650","GTX 680","GTX 760","GTX 780 Ti","GTX 950","GTX 960","GTX 970","GTX 980","GTX 980 Ti","GTX 1050","GTX 1050 Ti","GTX 1060","GTX 1070","GTX 1080" "SHOC Scalable HeterOgeneous Computing - Target: CUDA - Benchmark: Max SP Flops (GFLOPS)",HIB,,,,,2210.45,2942.40,4316.33,4996.50,6144.77,2103.92,2636.98,4780.60,7076.05,9427.99 "SHOC Scalable HeterOgeneous Computing - Target: CUDA - Benchmark: Texture Read Bandwidth (GB/s)",HIB,,,,,366.09,379.64,349.64,336.27,348.36,436.43,451.96,504.84,500.61,531.97 "SHOC Scalable HeterOgeneous Computing - Target: CUDA - Benchmark: FFT SP (GFLOPS)",HIB,,,,,177.42,190.14,265.58,288.78,305.80,171.73,196.42,305.06,370.14,465.97 "SHOC Scalable HeterOgeneous Computing - Target: CUDA - Benchmark: MD5 Hash (GHash/s)",HIB,,,,,2.69,3.84,5.44,6.45,7.70,2.50,2.97,5.63,8.40,11.81 "SHOC Scalable HeterOgeneous Computing - Target: CUDA - Benchmark: Triad (GB/s)",HIB,,,,,14.57,14.41,14.66,14.79,14.86,14.68,14.55,14.83,14.92,14.78 "Blender - Blend File: BMW27 - Compute: CUDA (sec)",LIB,1223.17,345.27,412.26,218.62,414.91,371.73,231.84,234.91,195.37,392.35,342.58,236.36,178.33,172.57 "Blender - Blend File: Fishy Cat - Compute: CUDA (sec)",LIB,6.74,618.38,719.78,376.15,946.51,874.92,443.15,587.45,372.09,777.96,686.84,459.46,350.98,357.09 "JuliaGPU - OpenCL Device: GPU (Samples/sec)",HIB,14300115.57,50392649.17,40592055.53,81144782.20,66753618.63,81353999.63,107241397.90,114859767.50,131243708.67,64319679.50,76968641.27,114090475.77,142278189.33,163486231.47 "MandelbulbGPU - OpenCL Device: GPU (Samples/sec)",HIB,9025152.23,31170003.87,25127291.27,47198028.30,37242413.13,44956610.40,59661836.67,63095760.33,72006466.27,37211880.60,44207564.37,62540624.63,78638643.50,90733795.73 "SmallPT GPU - OpenCL Device: GPU - Scene: Complex (Samples/sec)",HIB,1478361727,1478357377,1478367226,1478348546,1478276273,1478281644,1478286614,1478266191,1478271538,1478302111,1478353020,1478295566,1478291072,1478311459 "SmallPT GPU - OpenCL Device: GPU - Scene: Caustic3 (Samples/sec)",HIB,1478361988,1478357519,1478367380,1478348681,1478276416,1478281783,1478286749,1478266325,1478271672,1478302255,1478353159,1478295700,1478291204,1478311594 "CUDA Mini-Nbody - Test: Original (sec)",LIB,,,,62.15,82.56,63.22,52.47,42.68,36.35,118.17,104.53,59.67,40.32,33.41 "SmallPT GPU - OpenCL Device: GPU - Scene: Cornell (Samples/sec)",HIB,1478362116,1478357653,1478367510,1478348817,1478276550,1478281917,1478286885,1478266463,1478271810,1478302387,1478353294,1478295837,1478291343,1478311732 "SHOC Scalable HeterOgeneous Computing - Target: CUDA - Benchmark: Max SP Flops (GFLOPS/Watt)",HIB,,,,,20.71,26.58,32.54,33.45,33.65,25.53,32.48,46.73,55.25,66.55 "SHOC Scalable HeterOgeneous Computing - GPU Temperature Monitor (Celsius)",LIB,,,,,63.61,63.82,47.07,67.22,73.21,40.1,48.73,47.85,60.94,59.49 "SHOC Scalable HeterOgeneous Computing - System Power Consumption Monitor (Watts)",LIB,,,,,106.75,110.7,132.65,149.39,182.61,82.41,81.18,102.29,128.07,141.67 "SHOC Scalable HeterOgeneous Computing - Target: CUDA - Benchmark: Texture Read Bandwidth (GB/s/Watt)",HIB,,,,,3.34,3.40,2.40,2.10,1.74,4.94,5.17,4.67,3.64,3.81 "SHOC Scalable HeterOgeneous Computing - GPU Temperature Monitor (Celsius)",LIB,,,,50.00,64.53,63.52,44.22,65,72.47,40,47.5,49.37,59.06,56.21 "SHOC Scalable HeterOgeneous Computing - System Power Consumption Monitor (Watts)",LIB,41.6,,,47.3,109.62,111.7,145.62,160.41,199.88,88.42,87.47,108.09,137.52,139.78 "SHOC Scalable HeterOgeneous Computing - GPU Temperature Monitor (Celsius)",LIB,28.00,53.00,45.00,48.00,54.00,54.00,,58.00,65.00,,,,54.00,51.00 "SHOC Scalable HeterOgeneous Computing - System Power Consumption Monitor (Watts)",LIB,,,47.5,47.9,42.6,43.5,44.2,47.0,49.0,36.3,,38.2,41.1, "SHOC Scalable HeterOgeneous Computing - GPU Temperature Monitor (Celsius)",LIB,28.00,50.00,41.00,45.00,51,52.5,33.00,51.00,56.00,30,37.00,37.5,46.5,43.00 "SHOC Scalable HeterOgeneous Computing - System Power Consumption Monitor (Watts)",LIB,,,47.7,46.6,63.6,54.15,44.2,46.1,86.6,36.3,36.7,75.8,85.1,38.7 "JuliaGPU - OpenCL Device: GPU (Samples/sec/Watt)",HIB,186297.38,372084.54,297607.84,422343.11,636685.86,788772.54,847925.66,965410.95,782299.08,800078.94,1002065.37,1146144.27,1516501.70,1583861.96 "JuliaGPU - GPU Temperature Monitor (Celsius)",LIB,41.47,62.8,58.78,55.6,62.17,63.56,38.11,54.88,59.33,36.33,41.45,40.43,49,43.6 "JuliaGPU - System Power Consumption Monitor (Watts)",LIB,76.76,135.43,136.39,192.13,104.85,103.14,126.48,118.98,167.77,80.39,76.81,99.54,93.82,103.22 "MandelbulbGPU - OpenCL Device: GPU (Samples/sec/Watt)",HIB,119205.12,246915.57,193270.34,266957.17,402023.08,459757.39,557066.64,550333.71,445102.56,459162.99,616391.03,662155.90,796582.69,823916.42 "MandelbulbGPU - GPU Temperature Monitor (Celsius)",LIB,42.11,66.13,62.56,60.8,62.38,62.33,38.75,56,65.2,36.25,42.6,42.25,50,48 "MandelbulbGPU - System Power Consumption Monitor (Watts)",LIB,75.71,126.24,130.01,176.8,92.64,97.78,107.1,114.65,161.78,81.04,71.72,94.45,98.72,110.13 "SmallPT GPU - OpenCL Device: GPU - Scene: Complex (Samples/sec/Watt)",HIB,18178539.20,8856682.11,8627763.21,6243646.35,12868121.68,11746103.27,9531183.84,8492203.62,6923293.59,16056559.83,16262457.19,12107913.89,9293531.47,8197963.65 "SmallPT GPU - GPU Temperature Monitor (Celsius)",LIB,46.65,71.31,72.72,71,66.83,68.44,50.93,67.27,76.5,44.1,50.89,51.4,61.85,63.27 "SmallPT GPU - System Power Consumption Monitor (Watts)",LIB,81.32,166.92,171.35,236.78,114.88,125.85,155.1,174.07,213.52,92.07,90.91,122.09,159.07,180.33 "SmallPT GPU - OpenCL Device: GPU - Scene: Caustic3 (Samples/sec/Watt)",HIB,16711319.77,6768853.95,7377082.73,4925414.52,10587142.04,9599578.66,7027649.53,6937865.06,5427948.70,13979606.35,14681576.20,9706847.01,7548935.20,6466962.04 "SmallPT GPU - GPU Temperature Monitor (Celsius)",LIB,49.59,76.22,78.89,77.33,69.53,71.22,58.29,76.83,80.26,49.89,56.05,61.39,70.11,72.58 "SmallPT GPU - System Power Consumption Monitor (Watts)",LIB,88.46,218.41,200.4,300.15,139.63,153.99,210.35,213.07,272.34,105.75,100.69,152.29,195.83,228.59 "SmallPT GPU - OpenCL Device: GPU - Scene: Cornell (Samples/sec/Watt)",HIB,18205111.17,7962143.12,8024430.12,5196061.64,11793779.51,10217846.14,8299445.65,7710643.68,6096664.58,14794119.46,15991350.22,10084682.68,8053157.85,6469635.59 "SmallPT GPU - GPU Temperature Monitor (Celsius)",LIB,48.19,75.13,77,77.56,68.88,71.53,59.75,78.35,80.17,49,58.76,61.88,73.11,74.18 "SmallPT GPU - System Power Consumption Monitor (Watts)",LIB,81.21,185.67,184.23,284.51,125.34,144.68,178.12,191.72,242.47,99.93,92.45,146.59,183.57,228.5 "CUDA Mini-Nbody - GPU Temperature Monitor (Celsius)",LIB,37.00,61.00,57.00,79.86,73.4,75.57,60.87,78.4,81.19,50.15,56.6,66.07,71.63,70.6 "CUDA Mini-Nbody - System Power Consumption Monitor (Watts)",LIB,59.7,51.4,72.85,290.76,160.09,186.29,207.2,200.23,269.58,101.27,96.17,157.41,184.03,210.45 "Blender - GPU Temperature Monitor (Celsius)",LIB,48.79,73.55,75.64,74.94,64.34,64.84,49.71,69.91,74.72,44.97,54.49,58.23,64.96,61.37 "Blender - System Power Consumption Monitor (Watts)",LIB,85.66,177.44,184.79,232.75,116.68,121.98,152.06,159.79,197.12,92.31,93.6,121.29,148.3,152.23 "Blender - GPU Temperature Monitor (Celsius)",LIB,40.00,75.33,76.87,76.32,65,64.25,50.55,68.38,76.25,45.5,55.39,57.94,65.46,63.19 "Blender - System Power Consumption Monitor (Watts)",LIB,59.2,186.84,193.63,248.36,117.5,118.58,157.33,154.19,203.8,93.84,94.92,123.16,149.07,155.47 "GPU Temperature Monitor - Phoronix Test Suite System Monitoring (Celsius)",,45.41,70.74,71.01,71.92,64.13,64.32,48.52,67.66,73.7,42.88,51.21,52.33,62.4,60.81 "System Power Consumption Monitor - Phoronix Test Suite System Monitoring (Watts)",,78.73,161,164.34,223.45,111.16,115.93,141.47,151.4,188.86,86.74,85.34,110.61,134.92,148.15