NVIDIA OpenCL CUDA Compute Comparison

NVIDIA Maxwell and Kepler graphics card OpenCL and CUDA GPGPU compute tests on Ubuntu Linux. 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 1609214-LO-1601182PT42
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Identifier
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Date
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GeForce GTX 650
January 18 2016
 
GeForce GTX 680
January 18 2016
 
GeForce GTX 750
January 18 2016
 
GeForce GTX 750 Ti
January 18 2016
 
GeForce GTX 760
January 18 2016
 
GeForce GTX 770
January 17 2016
 
GeForce GTX 780 Ti
January 17 2016
 
GeForce GTX 950
January 17 2016
 
GeForce GTX 960
January 17 2016
 
GeForce GTX 970
January 18 2016
 
GeForce GTX 980
January 17 2016
 
GeForce GTX 980 Ti
January 17 2016
 
GeForce GTX TITAN X
January 17 2016
 
scuda
September 21 2016
 
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NVIDIA OpenCL CUDA Compute ComparisonProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XscudaIntel Core i7-5960X @ 3.50GHz (16 Cores)Gigabyte X99-UD4-CFIntel Xeon E7 v3/Xeon16384MB120GB Samsung SSD 850MSI NVIDIA GeForce GTX 650 1024MB (1084/2500MHz)Realtek ALC1150Intel ConnectionUbuntu 15.104.2.0-23-generic (x86_64)UnityX Server 1.17.2NVIDIA 352.394.5.0GCC 4.9.3 + CUDA 7.5ext42560x1600NVIDIA GeForce GTX 680 2048MB (1006/3004MHz)eVGA NVIDIA GeForce GTX 750 1024MB (1019/2505MHz)NVIDIA GeForce GTX 750 Ti 2048MB (1019/2700MHz)NVIDIA GeForce GTX 760 2048MB (980/3004MHz)NVIDIA GeForce GTX 770 2048MB (1045/3505MHz)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 (1163/3505MHz)NVIDIA GeForce GTX 980 4096MB (1126/3505MHz)NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz)NVIDIA GeForce GTX TITAN X 12288MB (1001/3505MHz)AMD Phenom II X4 955 @ 3.20GHz (4 Cores)ASUS M4A77TD PROAMD RX780/RX790 + SB7x0/SB8x0/SB9x04096MB60GB OCZ VERTEX2 + 2 x 1000GB Western Digital WD10EARS-00MASUS NVIDIA GeForce GT 730 2048MB (148/405MHz)AMD SBx00 AzaliaRealtek RTL8111/8168/8411LinuxMint 23.16.0-4-amd64 (x86_64)Cinnamon 3.0.6X Server 1.16.4NVIDIA 361.424.4.0GCC 4.9.21920x1080OpenBenchmarking.orgCompiler Details- GeForce GTX 650: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX 680: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX 750: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX 750 Ti: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX 760: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX 770: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX 780 Ti: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX 950: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX 960: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX 970: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX 980: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX 980 Ti: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX TITAN X: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- scuda: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i586 --with-arch-directory=amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -vProcessor Details- GeForce GTX 650: Scaling Governor: intel_pstate performance- GeForce GTX 680: Scaling Governor: intel_pstate performance- GeForce GTX 750: Scaling Governor: intel_pstate performance- GeForce GTX 750 Ti: Scaling Governor: intel_pstate performance- GeForce GTX 760: Scaling Governor: intel_pstate performance- GeForce GTX 770: Scaling Governor: intel_pstate performance- GeForce GTX 780 Ti: Scaling Governor: intel_pstate performance- GeForce GTX 950: Scaling Governor: intel_pstate performance- GeForce GTX 960: Scaling Governor: intel_pstate performance- GeForce GTX 970: Scaling Governor: intel_pstate performance- GeForce GTX 980: Scaling Governor: intel_pstate performance- GeForce GTX 980 Ti: Scaling Governor: intel_pstate performance- GeForce GTX TITAN X: Scaling Governor: intel_pstate performance- scuda: Scaling Governor: acpi-cpufreq ondemandOpenCL Details- GeForce GTX 650: GPU Compute Cores: 384- GeForce GTX 680: GPU Compute Cores: 1536- GeForce GTX 750: GPU Compute Cores: 512- GeForce GTX 750 Ti: GPU Compute Cores: 640- GeForce GTX 760: GPU Compute Cores: 1152- GeForce GTX 770: GPU Compute Cores: 1536- GeForce GTX 780 Ti: GPU Compute Cores: 2880- GeForce GTX 950: GPU Compute Cores: 768- GeForce GTX 960: GPU Compute Cores: 1024- GeForce GTX 970: GPU Compute Cores: 1664- GeForce GTX 980: GPU Compute Cores: 2048- GeForce GTX 980 Ti: GPU Compute Cores: 2816- GeForce GTX TITAN X: GPU Compute Cores: 3072- scuda: GPU Compute Cores: 384System Details- GeForce GTX 650: GPU Compute Cores: 384.- GeForce GTX 680: GPU Compute Cores: 1536.- GeForce GTX 750: GPU Compute Cores: 512.- GeForce GTX 750 Ti: GPU Compute Cores: 640.- GeForce GTX 760: GPU Compute Cores: 1152.- GeForce GTX 770: GPU Compute Cores: 1536.- GeForce GTX 780 Ti: GPU Compute Cores: 2880.- GeForce GTX 950: GPU Compute Cores: 768.- GeForce GTX 960: GPU Compute Cores: 1024.- GeForce GTX 970: GPU Compute Cores: 1664.- GeForce GTX 980: GPU Compute Cores: 2048.- GeForce GTX 980 Ti: GPU Compute Cores: 2816.- GeForce GTX TITAN X: GPU Compute Cores: 3072.- scuda: GPU Compute Cores: 384.

GeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN XscudaResult OverviewPhoronix Test Suite100%437%773%1110%1446%LuxMarkLuxMarkLuxMarkGPU - Luxball HDRGPU - HotelGPU - Microphone

NVIDIA OpenCL CUDA Compute Comparisoncuda-mini-nbody: Originalcuda-mini-nbody: SOA Data Layoutcuda-mini-nbody: Flush Denormals To Zerocuda-mini-nbody: Cache Blockingcuda-mini-nbody: Loop Unrollingjuliagpu: GPUluxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: GPU - HotelGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN Xscuda13367332.83144767014246179144.8345712123580181.82201.61201.60100.0091.0535328613.9335081323380152.93161.95161.8783.6876.9542811492.533835138443637480386.074267196245948247014.304762222961162.1755.3754.7831.3128.8775614786.0395774263986105.91109.56109.5450.8347.9062133382.705376243976284.7282.2282.2939.3137.6076296539.275517248490053.9258.1858.0729.6527.7297941750.4097504462145847.3451.2951.0827.0925.39105470459.07107214820142336.7243.0143.1522.0320.84117899119.93138836300189833.9939.4639.3820.8519.46124716357.571409963661969975462141OpenBenchmarking.org

CUDA Mini-Nbody

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: OriginalGeForce GTX 750GeForce GTX 750 TiGeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X4080120160200SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.12, N = 3SE +/- 0.20, N = 3SE +/- 0.22, N = 3SE +/- 0.18, N = 3SE +/- 0.41, N = 3SE +/- 0.17, N = 3181.82152.9362.17105.9184.7253.9247.3436.7233.99
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: OriginalGeForce GTX 750GeForce GTX 750 TiGeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X306090120150Min: 181.67 / Avg: 181.82 / Max: 182.12Min: 152.6 / Avg: 152.93 / Max: 153.19Min: 61.87 / Avg: 62.17 / Max: 62.47Min: 105.75 / Avg: 105.91 / Max: 106.14Min: 84.48 / Avg: 84.72 / Max: 85.12Min: 53.62 / Avg: 53.92 / Max: 54.34Min: 47 / Avg: 47.34 / Max: 47.62Min: 36.25 / Avg: 36.72 / Max: 37.53Min: 33.77 / Avg: 33.99 / Max: 34.32

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: SOA Data LayoutGeForce GTX 750GeForce GTX 750 TiGeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X4080120160200SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.20, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.14, N = 3SE +/- 0.14, N = 3201.61161.9555.37109.5682.2258.1851.2943.0139.46
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: SOA Data LayoutGeForce GTX 750GeForce GTX 750 TiGeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X4080120160200Min: 201.45 / Avg: 201.61 / Max: 201.73Min: 161.82 / Avg: 161.95 / Max: 162.1Min: 55.16 / Avg: 55.37 / Max: 55.77Min: 109.52 / Avg: 109.56 / Max: 109.59Min: 82.16 / Avg: 82.22 / Max: 82.31Min: 58.11 / Avg: 58.18 / Max: 58.24Min: 51.05 / Avg: 51.29 / Max: 51.56Min: 42.75 / Avg: 43.01 / Max: 43.23Min: 39.24 / Avg: 39.46 / Max: 39.71

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Flush Denormals To ZeroGeForce GTX 750GeForce GTX 750 TiGeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X4080120160200SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3201.60161.8754.78109.5482.2958.0751.0843.1539.38
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Flush Denormals To ZeroGeForce GTX 750GeForce GTX 750 TiGeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X4080120160200Min: 201.52 / Avg: 201.6 / Max: 201.67Min: 161.82 / Avg: 161.87 / Max: 161.96Min: 54.34 / Avg: 54.78 / Max: 55.03Min: 109.51 / Avg: 109.54 / Max: 109.6Min: 82.18 / Avg: 82.29 / Max: 82.42Min: 58.01 / Avg: 58.07 / Max: 58.19Min: 50.76 / Avg: 51.08 / Max: 51.36Min: 43.11 / Avg: 43.15 / Max: 43.19Min: 39.28 / Avg: 39.38 / Max: 39.52

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Cache BlockingGeForce GTX 750GeForce GTX 750 TiGeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X20406080100SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 0.13, N = 3100.0083.6831.3150.8339.3129.6527.0922.0320.85
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Cache BlockingGeForce GTX 750GeForce GTX 750 TiGeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X20406080100Min: 99.9 / Avg: 100 / Max: 100.13Min: 83.57 / Avg: 83.68 / Max: 83.75Min: 31.12 / Avg: 31.31 / Max: 31.41Min: 50.78 / Avg: 50.83 / Max: 50.92Min: 39.27 / Avg: 39.31 / Max: 39.38Min: 29.54 / Avg: 29.65 / Max: 29.74Min: 26.92 / Avg: 27.09 / Max: 27.29Min: 21.67 / Avg: 22.03 / Max: 22.62Min: 20.69 / Avg: 20.85 / Max: 21.11

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Loop UnrollingGeForce GTX 750GeForce GTX 750 TiGeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X20406080100SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.29, N = 3SE +/- 0.26, N = 3SE +/- 0.07, N = 391.0576.9528.8747.9037.6027.7225.3920.8419.46
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Loop UnrollingGeForce GTX 750GeForce GTX 750 TiGeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X20406080100Min: 90.91 / Avg: 91.05 / Max: 91.16Min: 76.73 / Avg: 76.95 / Max: 77.15Min: 28.78 / Avg: 28.87 / Max: 28.95Min: 47.82 / Avg: 47.9 / Max: 47.97Min: 37.57 / Avg: 37.6 / Max: 37.64Min: 27.63 / Avg: 27.72 / Max: 27.83Min: 25.06 / Avg: 25.39 / Max: 25.96Min: 20.37 / Avg: 20.84 / Max: 21.28Min: 19.35 / Avg: 19.46 / Max: 19.59

JuliaGPU

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X30M60M90M120M150MSE +/- 3982.22, N = 3SE +/- 45750.50, N = 3SE +/- 37447.35, N = 3SE +/- 55710.34, N = 3SE +/- 17232.19, N = 3SE +/- 69746.04, N = 3SE +/- 252523.36, N = 3SE +/- 160512.11, N = 3SE +/- 141058.55, N = 3SE +/- 432465.04, N = 3SE +/- 266882.02, N = 3SE +/- 188928.81, N = 3SE +/- 124748.15, N = 313367332.8346179144.8335328613.9342811492.5337480386.0748247014.3075614786.0362133382.7076296539.2797941750.40105470459.07117899119.93124716357.571. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X20M40M60M80M100MMin: 13359629.5 / Avg: 13367332.83 / Max: 13372936.1Min: 46091461.3 / Avg: 46179144.83 / Max: 46245636.6Min: 35255353.7 / Avg: 35328613.93 / Max: 35378720.5Min: 42725001.7 / Avg: 42811492.53 / Max: 42915569.1Min: 37447858.7 / Avg: 37480386.07 / Max: 37506515Min: 48115703 / Avg: 48247014.3 / Max: 48353431.9Min: 75110136.5 / Avg: 75614786.03 / Max: 75884453.9Min: 61931663.6 / Avg: 62133382.7 / Max: 62450516.3Min: 76018526.4 / Avg: 76296539.27 / Max: 76477068.9Min: 97366488.1 / Avg: 97941750.4 / Max: 98788741Min: 105195432.4 / Avg: 105470459.07 / Max: 106004139.4Min: 117582966 / Avg: 117899119.93 / Max: 118236409.9Min: 124498134.2 / Avg: 124716357.57 / Max: 124930208.11. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X140K280K420K560K700K133469.73284271.97358967.19420467.67226839.62295100.81336604.28485480.27648191.60653646.05623540.93628293.99

OpenBenchmarking.orgWatts, Fewer Is BetterJuliaGPU 1.2pts1System Power Consumption MonitorGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X4080120160200Min: 92.2 / Avg: 100.15 / Max: 100.6Min: 159.4 / Avg: 162.45 / Max: 164.9Min: 87.3 / Avg: 98.42 / Max: 99.6Min: 101.3 / Avg: 101.82 / Max: 102.5Min: 157.8 / Avg: 165.23 / Max: 169.9Min: 160 / Avg: 163.49 / Max: 166.4Min: 221.8 / Avg: 224.64 / Max: 225.8Min: 120.8 / Avg: 127.98 / Max: 129.9Min: 148.3 / Avg: 151.1 / Max: 152Min: 147.4 / Avg: 161.36 / Max: 164.3Min: 171.5 / Avg: 189.08 / Max: 194.2Min: 190 / Avg: 198.5 / Max: 200.7

LuxMark

LuxMark is a multi-platform OpenGL benchmark using LuxRender / SLG2. LuxMark supports targeting different OpenCL devices and has multiple scenes available for rendering. LuxMark is a fully open-source OpenCL program with real-world rendering examples. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN Xscuda3K6K9K12K15KSE +/- 1.53, N = 3SE +/- 15.00, N = 3SE +/- 6.69, N = 3SE +/- 10.02, N = 3SE +/- 0.88, N = 3SE +/- 13.50, N = 3SE +/- 43.03, N = 3SE +/- 2.91, N = 3SE +/- 15.34, N = 3SE +/- 2.19, N = 3SE +/- 15.68, N = 3SE +/- 29.69, N = 3SE +/- 34.70, N = 3SE +/- 7.86, N = 31447457135083835426747629577537655179750107211388314099975
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN Xscuda2K4K6K8K10KMin: 1444 / Avg: 1447 / Max: 1449Min: 4556 / Avg: 4571 / Max: 4601Min: 3495 / Avg: 3508.33 / Max: 3516Min: 3815 / Avg: 3835 / Max: 3846Min: 4265 / Avg: 4266.67 / Max: 4268Min: 4748 / Avg: 4762 / Max: 4789Min: 9531 / Avg: 9577 / Max: 9663Min: 5371 / Avg: 5376.33 / Max: 5381Min: 5501 / Avg: 5517.33 / Max: 5548Min: 9747 / Avg: 9749.67 / Max: 9754Min: 10692 / Avg: 10720.67 / Max: 10746Min: 13824 / Avg: 13883.33 / Max: 13915Min: 14053 / Avg: 14099 / Max: 14167Min: 964 / Avg: 974.67 / Max: 990

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X122436486012.8820.9131.5533.4718.8821.1930.8836.5650.6251.3254.1352.02

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X60120180240300Min: 109.3 / Avg: 112.38 / Max: 113.1Min: 185.1 / Avg: 218.65 / Max: 221.8Min: 106.4 / Avg: 111.19 / Max: 111.7Min: 83.9 / Avg: 114.57 / Max: 116Min: 212.1 / Avg: 226.06 / Max: 229.5Min: 169.4 / Avg: 224.71 / Max: 228.3Min: 245.8 / Avg: 310.12 / Max: 319.4Min: 107.6 / Avg: 147.04 / Max: 152Min: 121 / Avg: 192.61 / Max: 194.6Min: 206.7 / Avg: 208.92 / Max: 213.3Min: 253 / Avg: 256.5 / Max: 257.7Min: 167.9 / Avg: 271.01 / Max: 275.5

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN Xscuda14002800420056007000SE +/- 1.00, N = 3SE +/- 3.48, N = 3SE +/- 1.00, N = 3SE +/- 3.46, N = 3SE +/- 0.88, N = 3SE +/- 3.84, N = 3SE +/- 19.00, N = 3SE +/- 3.76, N = 3SE +/- 1.15, N = 3SE +/- 4.84, N = 3SE +/- 7.36, N = 3SE +/- 7.57, N = 3SE +/- 29.09, N = 3SE +/- 3.18, N = 3670212313231384196222294263243924844462482063006366462
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN Xscuda11002200330044005500Min: 669 / Avg: 670 / Max: 672Min: 2117 / Avg: 2122.67 / Max: 2129Min: 1322 / Avg: 1323 / Max: 1325Min: 1378 / Avg: 1384 / Max: 1390Min: 1961 / Avg: 1962.33 / Max: 1964Min: 2221 / Avg: 2228.67 / Max: 2233Min: 4244 / Avg: 4263 / Max: 4301Min: 2432 / Avg: 2438.67 / Max: 2445Min: 2482 / Avg: 2484 / Max: 2486Min: 4452 / Avg: 4461.67 / Max: 4467Min: 4805 / Avg: 4819.67 / Max: 4828Min: 6288 / Avg: 6300 / Max: 6314Min: 6308 / Avg: 6366 / Max: 6399Min: 457 / Avg: 462.33 / Max: 468

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X7142128356.2810.3012.9913.359.1511.0816.6517.5024.9426.1127.9725.21

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X50100150200250Min: 80.1 / Avg: 106.69 / Max: 109.9Min: 134.4 / Avg: 206.09 / Max: 209.4Min: 77.3 / Avg: 101.86 / Max: 103.9Min: 75.4 / Avg: 103.69 / Max: 106.5Min: 204.1 / Avg: 214.32 / Max: 217.1Min: 85 / Avg: 201.15 / Max: 217.4Min: 85.6 / Avg: 256 / Max: 289.5Min: 135 / Avg: 139.38 / Max: 143.2Min: 175.4 / Avg: 178.91 / Max: 179.6Min: 82 / Avg: 184.61 / Max: 196.6Min: 86 / Avg: 225.24 / Max: 237.1Min: 245.7 / Avg: 252.48 / Max: 253.9

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN Xscuda400800120016002000SE +/- 0.00, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.86, N = 3SE +/- 0.33, N = 3SE +/- 2.67, N = 3SE +/- 3.93, N = 3SE +/- 0.88, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 6.56, N = 3SE +/- 2.00, N = 3SE +/- 2.08, N = 3SE +/- 0.88, N = 31425803804364596119867629001458142318981969141
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN Xscuda30060090012001500Min: 142 / Avg: 142 / Max: 142Min: 579 / Avg: 579.67 / Max: 581Min: 379 / Avg: 380.33 / Max: 381Min: 434 / Avg: 436.33 / Max: 440Min: 458 / Avg: 458.67 / Max: 459Min: 608 / Avg: 610.67 / Max: 616Min: 981 / Avg: 986.33 / Max: 994Min: 761 / Avg: 762.33 / Max: 764Min: 897 / Avg: 899.67 / Max: 901Min: 1457 / Avg: 1458.33 / Max: 1459Min: 1415 / Avg: 1423 / Max: 1436Min: 1894 / Avg: 1898 / Max: 1900Min: 1966 / Avg: 1969 / Max: 1973Min: 139 / Avg: 140.67 / Max: 142

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X2468101.332.783.644.052.162.953.665.287.597.297.987.49

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X50100150200250Min: 82.2 / Avg: 107.04 / Max: 110Min: 139.9 / Avg: 208.66 / Max: 222.3Min: 77.8 / Avg: 104.26 / Max: 106.1Min: 81.9 / Avg: 107.75 / Max: 109.7Min: 154.5 / Avg: 212.63 / Max: 216.5Min: 87.2 / Avg: 207.24 / Max: 218.2Min: 86.1 / Avg: 269.57 / Max: 289.2Min: 111.9 / Avg: 144.43 / Max: 149Min: 134.4 / Avg: 192.01 / Max: 193.5Min: 85.8 / Avg: 195.11 / Max: 205.5Min: 89 / Avg: 237.83 / Max: 249.3Min: 176 / Avg: 262.95 / Max: 266.3

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGeForce GTX 650GeForce GTX 680GeForce GTX 750GeForce GTX 750 TiGeForce GTX 760GeForce GTX 770GeForce GTX 780 TiGeForce GTX 950GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X60120180240300Min: 58.7 / Avg: 101.73 / Max: 113.1Min: 66.2 / Avg: 188.73 / Max: 222.3Min: 57.1 / Avg: 112.53 / Max: 133.4Min: 56.9 / Avg: 115.52 / Max: 134.1Min: 65.3 / Avg: 192.15 / Max: 229.5Min: 60.3 / Avg: 180.9 / Max: 256.4Min: 65.1 / Avg: 271.71 / Max: 349.4Min: 59.6 / Avg: 150.87 / Max: 200.1Min: 62.2 / Avg: 188.8 / Max: 252.9Min: 63.2 / Avg: 196.64 / Max: 260.4Min: 65.8 / Avg: 235.84 / Max: 345.4Min: 65.4 / Avg: 254.99 / Max: 350

LuxMark

OpenBenchmarking.orgScore Per Dollar, More Is BetterLuxMark 3.0Performance / Cost - OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 750 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X81624324035.1833.8125.1929.6421.4821.3914.111. GeForce GTX 750 Ti: $109 reported cost.2. GeForce GTX 950: $159 reported cost.3. GeForce GTX 960: $219 reported cost.4. GeForce GTX 970: $329 reported cost.5. GeForce GTX 980: $499 reported cost.6. GeForce GTX 980 Ti: $649 reported cost.7. GeForce GTX TITAN X: $999 reported cost.

OpenBenchmarking.orgScore Per Dollar, More Is BetterLuxMark 3.0Performance / Cost - OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 750 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X4812162012.7015.3411.3413.569.669.716.371. GeForce GTX 750 Ti: $109 reported cost.2. GeForce GTX 950: $159 reported cost.3. GeForce GTX 960: $219 reported cost.4. GeForce GTX 970: $329 reported cost.5. GeForce GTX 980: $499 reported cost.6. GeForce GTX 980 Ti: $649 reported cost.7. GeForce GTX TITAN X: $999 reported cost.

OpenBenchmarking.orgScore Per Dollar, More Is BetterLuxMark 3.0Performance / Cost - OpenCL Device: GPU - Scene: HotelGeForce GTX 750 TiGeForce GTX 950GeForce GTX 960GeForce GTX 970GeForce GTX 980GeForce GTX 980 TiGeForce GTX TITAN X1.07782.15563.23344.31125.3894.004.794.114.432.852.921.971. GeForce GTX 750 Ti: $109 reported cost.2. GeForce GTX 950: $159 reported cost.3. GeForce GTX 960: $219 reported cost.4. GeForce GTX 970: $329 reported cost.5. GeForce GTX 980: $499 reported cost.6. GeForce GTX 980 Ti: $649 reported cost.7. GeForce GTX TITAN X: $999 reported cost.