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.

HTML result view exported from: https://openbenchmarking.org/result/1609214-LO-1601182PT42&gru&rdt.

NVIDIA OpenCL CUDA Compute ComparisonProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionGeForce GTX 770GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 950GeForce GTX 680GeForce GTX 970GeForce GTX 760GeForce GTX 650GeForce GTX 750 TiGeForce GTX 750scudaIntel Core i7-5960X @ 3.50GHz (16 Cores)Gigabyte X99-UD4-CFIntel Xeon E7 v3/Xeon16384MB120GB Samsung SSD 850NVIDIA GeForce GTX 770 2048MB (1045/3505MHz)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 780 Ti 3072MB (875/3500MHz)NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz)NVIDIA GeForce GTX 980 4096MB (1126/3505MHz)eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz)NVIDIA GeForce GTX TITAN X 12288MB (1001/3505MHz)eVGA NVIDIA GeForce GTX 950 2048MB (1202/3304MHz)NVIDIA GeForce GTX 680 2048MB (1006/3004MHz)eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz)NVIDIA GeForce GTX 760 2048MB (980/3004MHz)MSI NVIDIA GeForce GTX 650 1024MB (1084/2500MHz)NVIDIA GeForce GTX 750 Ti 2048MB (1019/2700MHz)eVGA NVIDIA GeForce GTX 750 1024MB (1019/2505MHz)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 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 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 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 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 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- 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 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 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 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 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 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 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- 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 770: Scaling Governor: intel_pstate performance- GeForce GTX 780 Ti: Scaling Governor: intel_pstate performance- GeForce GTX 980 Ti: Scaling Governor: intel_pstate performance- GeForce GTX 980: Scaling Governor: intel_pstate performance- GeForce GTX 960: Scaling Governor: intel_pstate performance- GeForce GTX TITAN X: Scaling Governor: intel_pstate performance- GeForce GTX 950: Scaling Governor: intel_pstate performance- GeForce GTX 680: Scaling Governor: intel_pstate performance- GeForce GTX 970: Scaling Governor: intel_pstate performance- GeForce GTX 760: Scaling Governor: intel_pstate performance- GeForce GTX 650: Scaling Governor: intel_pstate performance- GeForce GTX 750 Ti: Scaling Governor: intel_pstate performance- GeForce GTX 750: Scaling Governor: intel_pstate performance- scuda: Scaling Governor: acpi-cpufreq ondemandOpenCL Details- GeForce GTX 770: GPU Compute Cores: 1536- GeForce GTX 780 Ti: GPU Compute Cores: 2880- GeForce GTX 980 Ti: GPU Compute Cores: 2816- GeForce GTX 980: GPU Compute Cores: 2048- GeForce GTX 960: GPU Compute Cores: 1024- GeForce GTX TITAN X: GPU Compute Cores: 3072- GeForce GTX 950: GPU Compute Cores: 768- GeForce GTX 680: GPU Compute Cores: 1536- GeForce GTX 970: GPU Compute Cores: 1664- GeForce GTX 760: GPU Compute Cores: 1152- GeForce GTX 650: GPU Compute Cores: 384- GeForce GTX 750 Ti: GPU Compute Cores: 640- GeForce GTX 750: GPU Compute Cores: 512- scuda: GPU Compute Cores: 384System Details- GeForce GTX 770: GPU Compute Cores: 1536.- GeForce GTX 780 Ti: GPU Compute Cores: 2880.- GeForce GTX 980 Ti: GPU Compute Cores: 2816.- GeForce GTX 980: GPU Compute Cores: 2048.- GeForce GTX 960: GPU Compute Cores: 1024.- GeForce GTX TITAN X: GPU Compute Cores: 3072.- GeForce GTX 950: GPU Compute Cores: 768.- GeForce GTX 680: GPU Compute Cores: 1536.- GeForce GTX 970: GPU Compute Cores: 1664.- GeForce GTX 760: GPU Compute Cores: 1152.- GeForce GTX 650: GPU Compute Cores: 384.- GeForce GTX 750 Ti: GPU Compute Cores: 640.- GeForce GTX 750: GPU Compute Cores: 512.- scuda: GPU Compute Cores: 384.

NVIDIA OpenCL CUDA Compute Comparisonjuliagpu: GPUluxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: GPU - Hotelcuda-mini-nbody: Originalcuda-mini-nbody: SOA Data Layoutcuda-mini-nbody: Flush Denormals To Zerocuda-mini-nbody: Cache Blockingcuda-mini-nbody: Loop UnrollingGeForce GTX 770GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 950GeForce GTX 680GeForce GTX 970GeForce GTX 760GeForce GTX 650GeForce GTX 750 TiGeForce GTX 750scuda48247014.304762222961175614786.039577426398662.1755.3754.7831.3128.87117899119.93138836300189836.7243.0143.1522.0320.84105470459.07107214820142347.3451.2951.0827.0925.3976296539.275517248490084.7282.2282.2939.3137.60124716357.57140996366196933.9939.4639.3820.8519.4662133382.7053762439762105.91109.56109.5450.8347.9046179144.834571212358097941750.4097504462145853.9258.1858.0729.6527.7237480386.074267196245913367332.83144767014242811492.5338351384436152.93161.95161.8783.6876.9535328613.9335081323380181.82201.61201.60100.0091.05975462141OpenBenchmarking.org

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGeForce GTX 770GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX TITAN XGeForce GTX 950GeForce GTX 680GeForce GTX 970GeForce GTX 760GeForce GTX 650GeForce GTX 750 TiGeForce GTX 75060120180240300Min: 60.3 / Avg: 180.9 / Max: 256.4Min: 65.1 / Avg: 271.71 / Max: 349.4Min: 65.8 / Avg: 235.84 / Max: 345.4Min: 63.2 / Avg: 196.64 / Max: 260.4Min: 65.4 / Avg: 254.99 / Max: 350Min: 59.6 / Avg: 150.87 / Max: 200.1Min: 66.2 / Avg: 188.73 / Max: 222.3Min: 62.2 / Avg: 188.8 / Max: 252.9Min: 65.3 / Avg: 192.15 / Max: 229.5Min: 58.7 / Avg: 101.73 / Max: 113.1Min: 56.9 / Avg: 115.52 / Max: 134.1Min: 57.1 / Avg: 112.53 / Max: 133.4

JuliaGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX 770GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX TITAN XGeForce GTX 950GeForce GTX 680GeForce GTX 970GeForce GTX 760GeForce GTX 650GeForce GTX 750 TiGeForce GTX 750140K280K420K560K700K295100.81336604.28623540.93653646.05628293.99485480.27284271.97648191.60226839.62133469.73420467.67358967.19

JuliaGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GTX 770GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 950GeForce GTX 680GeForce GTX 970GeForce GTX 760GeForce GTX 650GeForce GTX 750 TiGeForce GTX 75030M60M90M120M150MSE +/- 69746.04, N = 3SE +/- 252523.36, N = 3SE +/- 188928.81, N = 3SE +/- 266882.02, N = 3SE +/- 141058.55, N = 3SE +/- 124748.15, N = 3SE +/- 160512.11, N = 3SE +/- 45750.50, N = 3SE +/- 432465.04, N = 3SE +/- 17232.19, N = 3SE +/- 3982.22, N = 3SE +/- 55710.34, N = 3SE +/- 37447.35, N = 348247014.3075614786.03117899119.93105470459.0776296539.27124716357.5762133382.7046179144.8397941750.4037480386.0713367332.8342811492.5335328613.931. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 770GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 950GeForce GTX 680GeForce GTX 970GeForce GTX 760GeForce GTX 650GeForce GTX 750 TiGeForce GTX 750scuda3K6K9K12K15KSE +/- 13.50, N = 3SE +/- 43.03, N = 3SE +/- 29.69, N = 3SE +/- 15.68, N = 3SE +/- 15.34, N = 3SE +/- 34.70, N = 3SE +/- 2.91, N = 3SE +/- 15.00, N = 3SE +/- 2.19, N = 3SE +/- 0.88, N = 3SE +/- 1.53, N = 3SE +/- 10.02, N = 3SE +/- 6.69, N = 3SE +/- 7.86, N = 34762957713883107215517140995376457197504267144738353508975

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 770GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 950GeForce GTX 680GeForce GTX 970GeForce GTX 760GeForce GTX 650GeForce GTX 750 TiGeForce GTX 750scuda14002800420056007000SE +/- 3.84, N = 3SE +/- 19.00, N = 3SE +/- 7.57, N = 3SE +/- 7.36, N = 3SE +/- 1.15, N = 3SE +/- 29.09, N = 3SE +/- 3.76, N = 3SE +/- 3.48, N = 3SE +/- 4.84, N = 3SE +/- 0.88, N = 3SE +/- 1.00, N = 3SE +/- 3.46, N = 3SE +/- 1.00, N = 3SE +/- 3.18, N = 3222942636300482024846366243921234462196267013841323462

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 770GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 950GeForce GTX 680GeForce GTX 970GeForce GTX 760GeForce GTX 650GeForce GTX 750 TiGeForce GTX 750scuda400800120016002000SE +/- 2.67, N = 3SE +/- 3.93, N = 3SE +/- 2.00, N = 3SE +/- 6.56, N = 3SE +/- 1.33, N = 3SE +/- 2.08, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 1.86, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 36119861898142390019697625801458459142436380141

LuxMark

Performance / Cost - OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore Per Dollar, More Is BetterLuxMark 3.0Performance / Cost - OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 980 TiGeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 950GeForce GTX 970GeForce GTX 750 Ti81624324021.3921.4825.1914.1133.8129.6435.181. GeForce GTX 980 Ti: $649 reported cost.2. GeForce GTX 980: $499 reported cost.3. GeForce GTX 960: $219 reported cost.4. GeForce GTX TITAN X: $999 reported cost.5. GeForce GTX 950: $159 reported cost.6. GeForce GTX 970: $329 reported cost.7. GeForce GTX 750 Ti: $109 reported cost.

LuxMark

Performance / Cost - OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore Per Dollar, More Is BetterLuxMark 3.0Performance / Cost - OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 980 TiGeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 950GeForce GTX 970GeForce GTX 750 Ti481216209.719.6611.346.3715.3413.5612.701. GeForce GTX 980 Ti: $649 reported cost.2. GeForce GTX 980: $499 reported cost.3. GeForce GTX 960: $219 reported cost.4. GeForce GTX TITAN X: $999 reported cost.5. GeForce GTX 950: $159 reported cost.6. GeForce GTX 970: $329 reported cost.7. GeForce GTX 750 Ti: $109 reported cost.

LuxMark

Performance / Cost - OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore Per Dollar, More Is BetterLuxMark 3.0Performance / Cost - OpenCL Device: GPU - Scene: HotelGeForce GTX 980 TiGeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 950GeForce GTX 970GeForce GTX 750 Ti1.07782.15563.23344.31125.3892.922.854.111.974.794.434.001. GeForce GTX 980 Ti: $649 reported cost.2. GeForce GTX 980: $499 reported cost.3. GeForce GTX 960: $219 reported cost.4. GeForce GTX TITAN X: $999 reported cost.5. GeForce GTX 950: $159 reported cost.6. GeForce GTX 970: $329 reported cost.7. GeForce GTX 750 Ti: $109 reported cost.

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: Luxball HDRGeForce GTX 770GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX TITAN XGeForce GTX 950GeForce GTX 680GeForce GTX 970GeForce GTX 760GeForce GTX 650GeForce GTX 750 TiGeForce GTX 750122436486021.1930.8854.1351.3252.0236.5620.9150.6218.8812.8833.4731.55

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: MicrophoneGeForce GTX 770GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX TITAN XGeForce GTX 950GeForce GTX 680GeForce GTX 970GeForce GTX 760GeForce GTX 650GeForce GTX 750 TiGeForce GTX 75071421283511.0816.6527.9726.1125.2117.5010.3024.949.156.2813.3512.99

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.0OpenCL Device: GPU - Scene: HotelGeForce GTX 770GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX TITAN XGeForce GTX 950GeForce GTX 680GeForce GTX 970GeForce GTX 760GeForce GTX 650GeForce GTX 750 TiGeForce GTX 7502468102.953.667.987.297.495.282.787.592.161.334.053.64

CUDA Mini-Nbody

Test: Original

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: OriginalGeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 950GeForce GTX 970GeForce GTX 750 TiGeForce GTX 7504080120160200SE +/- 0.17, N = 3SE +/- 0.41, N = 3SE +/- 0.18, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.12, N = 3SE +/- 0.22, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 362.1736.7247.3484.7233.99105.9153.92152.93181.82

CUDA Mini-Nbody

Test: SOA Data Layout

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: SOA Data LayoutGeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 950GeForce GTX 970GeForce GTX 750 TiGeForce GTX 7504080120160200SE +/- 0.20, N = 3SE +/- 0.14, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 355.3743.0151.2982.2239.46109.5658.18161.95201.61

CUDA Mini-Nbody

Test: Flush Denormals To Zero

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Flush Denormals To ZeroGeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 950GeForce GTX 970GeForce GTX 750 TiGeForce GTX 7504080120160200SE +/- 0.22, N = 3SE +/- 0.02, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 354.7843.1551.0882.2939.38109.5458.07161.87201.60

CUDA Mini-Nbody

Test: Cache Blocking

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Cache BlockingGeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 950GeForce GTX 970GeForce GTX 750 TiGeForce GTX 75020406080100SE +/- 0.10, N = 3SE +/- 0.30, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 331.3122.0327.0939.3120.8550.8329.6583.68100.00

CUDA Mini-Nbody

Test: Loop Unrolling

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: Loop UnrollingGeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX 960GeForce GTX TITAN XGeForce GTX 950GeForce GTX 970GeForce GTX 750 TiGeForce GTX 75020406080100SE +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.29, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 328.8720.8425.3937.6019.4647.9027.7276.9591.05

JuliaGPU

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterJuliaGPU 1.2pts1System Power Consumption MonitorGeForce GTX 770GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX TITAN XGeForce GTX 950GeForce GTX 680GeForce GTX 970GeForce GTX 760GeForce GTX 650GeForce GTX 750 TiGeForce GTX 7504080120160200Min: 160 / Avg: 163.49 / Max: 166.4Min: 221.8 / Avg: 224.64 / Max: 225.8Min: 171.5 / Avg: 189.08 / Max: 194.2Min: 147.4 / Avg: 161.36 / Max: 164.3Min: 190 / Avg: 198.5 / Max: 200.7Min: 120.8 / Avg: 127.98 / Max: 129.9Min: 159.4 / Avg: 162.45 / Max: 164.9Min: 148.3 / Avg: 151.1 / Max: 152Min: 157.8 / Avg: 165.23 / Max: 169.9Min: 92.2 / Avg: 100.15 / Max: 100.6Min: 101.3 / Avg: 101.82 / Max: 102.5Min: 87.3 / Avg: 98.42 / Max: 99.6

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 770GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX TITAN XGeForce GTX 950GeForce GTX 680GeForce GTX 970GeForce GTX 760GeForce GTX 650GeForce GTX 750 TiGeForce GTX 75060120180240300Min: 169.4 / Avg: 224.71 / Max: 228.3Min: 245.8 / Avg: 310.12 / Max: 319.4Min: 253 / Avg: 256.5 / Max: 257.7Min: 206.7 / Avg: 208.92 / Max: 213.3Min: 167.9 / Avg: 271.01 / Max: 275.5Min: 107.6 / Avg: 147.04 / Max: 152Min: 185.1 / Avg: 218.65 / Max: 221.8Min: 121 / Avg: 192.61 / Max: 194.6Min: 212.1 / Avg: 226.06 / Max: 229.5Min: 109.3 / Avg: 112.38 / Max: 113.1Min: 83.9 / Avg: 114.57 / Max: 116Min: 106.4 / Avg: 111.19 / Max: 111.7

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 770GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX TITAN XGeForce GTX 950GeForce GTX 680GeForce GTX 970GeForce GTX 760GeForce GTX 650GeForce GTX 750 TiGeForce GTX 75050100150200250Min: 85 / Avg: 201.15 / Max: 217.4Min: 85.6 / Avg: 256 / Max: 289.5Min: 86 / Avg: 225.24 / Max: 237.1Min: 82 / Avg: 184.61 / Max: 196.6Min: 245.7 / Avg: 252.48 / Max: 253.9Min: 135 / Avg: 139.38 / Max: 143.2Min: 134.4 / Avg: 206.09 / Max: 209.4Min: 175.4 / Avg: 178.91 / Max: 179.6Min: 204.1 / Avg: 214.32 / Max: 217.1Min: 80.1 / Avg: 106.69 / Max: 109.9Min: 75.4 / Avg: 103.69 / Max: 106.5Min: 77.3 / Avg: 101.86 / Max: 103.9

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.0System Power Consumption MonitorGeForce GTX 770GeForce GTX 780 TiGeForce GTX 980 TiGeForce GTX 980GeForce GTX TITAN XGeForce GTX 950GeForce GTX 680GeForce GTX 970GeForce GTX 760GeForce GTX 650GeForce GTX 750 TiGeForce GTX 75050100150200250Min: 87.2 / Avg: 207.24 / Max: 218.2Min: 86.1 / Avg: 269.57 / Max: 289.2Min: 89 / Avg: 237.83 / Max: 249.3Min: 85.8 / Avg: 195.11 / Max: 205.5Min: 176 / Avg: 262.95 / Max: 266.3Min: 111.9 / Avg: 144.43 / Max: 149Min: 139.9 / Avg: 208.66 / Max: 222.3Min: 134.4 / Avg: 192.01 / Max: 193.5Min: 154.5 / Avg: 212.63 / Max: 216.5Min: 82.2 / Avg: 107.04 / Max: 110Min: 81.9 / Avg: 107.75 / Max: 109.7Min: 77.8 / Avg: 104.26 / Max: 106.1

Phoronix Test Suite v10.8.4