NVIDIA GPU Compute OpenCL CUDA Benchmarks

Some benchmarks by Michael Larabel tests for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2009127-FI-ROCMGPUCO06&sro&grw.

NVIDIA GPU Compute OpenCL CUDA BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkAudioOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRadeon VIIRX Vega 56RX 5600 XTAMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS)AMD Starship/Matisse16GB2000GB Corsair Force MP600NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)DELL P2415QRealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.4.0-45-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8NVIDIA 450.664.6.0OpenCL 1.2 CUDA 11.0.2281.2.133GCC 9.3.0 + CUDA 11.0ext43840x2160NVIDIA GeForce GTX 1070 8GB (1506/4006MHz)Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz)NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)ASUS NVIDIA GeForce GTX 1650 4GB (1485/4001MHz)ASUS NVIDIA GeForce GTX 1650 SUPER 4GB (615/405MHz)ASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz)eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz)eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz)NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA GeForce RTX 2070 SUPER 8GB (450/405MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TITAN RTX 24GB (420/405MHz)2000GB Corsair Force MP600 + 2000GBAMD Radeon VII 16GB (1801/1000MHz)AMD Vega 20 HDMI Audio5.9.0-050900rc4daily20200911-generic (x86_64) 202009104.6 Mesa 20.3.0-devel (git-65d0fa0 2020-09-11 focal-oibaf-ppa) (LLVM 10.0.1)OpenCL 2.0 AMD-APP (3182.0)1.2.131AMD Radeon RX 56/64 8GB (1590/800MHz)AMD Vega 10 HDMI AudioSapphire AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 6GB (1780/875MHz)AMD Navi 10 HDMI AudioOpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -vProcessor Details- GTX 1060: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1070: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1070 Ti: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1080: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1650: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1650 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1660: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1660 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1660 Ti: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2060: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2060 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2070: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2070 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2080: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2080 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2080 Ti: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- TITAN RTX: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- Radeon VII: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8701013- RX Vega 56: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RX 5600 XT: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8701013OpenCL Details- GTX 1060: GPU Compute Cores: 1280- GTX 1070: GPU Compute Cores: 1920- GTX 1070 Ti: GPU Compute Cores: 2432- GTX 1080: GPU Compute Cores: 2560- GTX 1650: GPU Compute Cores: 896- GTX 1650 SUPER: GPU Compute Cores: 1280- GTX 1660: GPU Compute Cores: 1408- GTX 1660 SUPER: GPU Compute Cores: 1408- GTX 1660 Ti: GPU Compute Cores: 1536- RTX 2060: GPU Compute Cores: 1920- RTX 2060 SUPER: GPU Compute Cores: 2176- RTX 2070: GPU Compute Cores: 2304- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080: GPU Compute Cores: 2944- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2080 Ti: GPU Compute Cores: 4352- TITAN RTX: GPU Compute Cores: 4608Python Details- Python 3.8.2Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

NVIDIA GPU Compute OpenCL CUDA Benchmarksplaidml: No - Inference - Mobilenet - OpenCLluxcorerender-cl: Foodplaidml: No - Training - Mobilenet - OpenCLluxcorerender-cl: Rainbow Colors and Prismplaidml: Yes - Inference - Mobilenet - OpenCLluxcorerender-cl: DLSCluxcorerender-cl: LuxCore Benchmarkplaidml: No - Inference - DenseNet 201 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLlczero: OpenCLrodinia: OpenCL Particle Filterarrayfire: Conjugate Gradient OpenCLblender: Fishy Cat - OpenCLfahbench: mixbench: OpenCL - Single Precisionmixbench: OpenCL - Double Precisionmixbench: OpenCL - Integerfinancebench: Black-Scholes OpenCLcl-mem: Readcl-mem: Writecl-mem: Copyclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTmandelgpu: GPUviennacl: OpenCL LU FactorizationGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRadeon VIIRX Vega 56RX 5600 XT775.730.6583.525.41987.071.781.5379.13227.23593312.0025.000102.26834355.28150.481354.1413.340154.4148.1138.5147.664110.71150.681275.12130290433.861.65301052.640.92103.796.621392.462.462.12108.46314.8397508.2054.077139.49746476.92224.822019.088.968206.2199.5183.3197.206093.02223.601695.79184077179.766.20681070.900.9899.645.381485.782.552.24108.23331.8499477.7913.814137.13937018.90241.992157.317.298206.2198.2184.1198.186788.40242.702076.45194875210.869.18381154.130.9999.824.231665.722.452.13112.28398.82126626.4573.387151.56798520.97296.662655.586.981229.6225.6207.4223.148218.62298.462430.55231826397.870.6880573.670.6765.593.93814.501.731.5159.37201.27310117.8236.80875.81353441.3691.773466.7224.145285108.7104.499.2105.312673.64109.202641.38132266243.962.9607740.170.8177.102.731080.431.611.3673.17269.17515112.4874.44582.05214943.06132.754975.1816.577785167.0145.8143.8156.864123.66157.984128.39186025762.667.9330858.900.9997.945.581199.662.562.2087.25289.42589511.8934.541125.61585259.29141.255303.5115.259163.9157.3145.9158.154543.64168.564338.67193795979.567.82001080.111.09111.395.611380.682.632.26100.51298.77736611.4822.642135.60735462.59144.305432.4015.271296.6240.7240.2276.354440.23172.494280.55200846066.468.15321038.861.07108.065.011427.432.512.1198.99313.08773310.8473.068138.55785821.19155.785803.6314.385251.2223.9211.1234.914778.23184.344734.36210891296.270.02871285.581.17125.337.971719.713.342.79125.23390.07102908.8362.659178.47127222.28194.807275.3312.555297.4258.7239.4276.945417.55232.175356.84252924048.773.30911585.761.33154.8111.322012.374.203.54146.90438.26123357.9142.083200.76648159.15222.158218.0210.498396.8341.3288.0368.947034.77261.896930.21281931310.072.50101575.651.30153.0310.981996.604.173.49147.87444.84123117.7672.097199.87198357.96226.658362.8610.254396.9328.5284.4369.307265.91267.797133.77284631717.472.56991712.751.90154.7410.212287.034.443.69149.69500.26147306.8372.071221.72849630.83259.119696.388.263396.8322.9292.1369.628540.73308.868484.41323061985.474.44731726.601.87154.359.242322.394.323.55151.99544.54154426.1962.075235.534110812.52290.1310930.567.657396.5338.1290.0369.239161.18345.119141.23345359936.474.72981815.921.93158.829.142432.734.383.62159.79588.04175015.7181.900248.011811758.65315.0311752.116.811437.6352.9301.7405.9210264.38376.3210266.72374422420.676.10162406.162.23187.7312.332751.855.674.75212.11753.75218394.4141.677290.724916061.09436.8116323.946.020545.7449.5324.0506.9013536.25522.2213629.37448915216.675.78712544.672.23198.3712.732856.835.984.99227.30775.69224244.2501.666292.159315032.47454.3716979.995.701567.7491.7322.7530.7914178.85548.2613783.93480798376.676.64101948.241.3721.581830.73143.87314.002202818.3813062.383378.034492.811.787756.0674.2264.1798.6213705.223438.534500.45216878966.250.6072875.54754.2290.13265.171147621.01768.1610548.86705.252220.586.041331.7335.6182.9317.2810477.09688.551973.71172587430.132.8043OpenBenchmarking.org

PlaidML

FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX5001000150020002500SE +/- 0.68, N = 7SE +/- 1.14, N = 8SE +/- 0.27, N = 8SE +/- 0.60, N = 8SE +/- 0.31, N = 7SE +/- 0.61, N = 7SE +/- 0.61, N = 7SE +/- 1.11, N = 8SE +/- 0.87, N = 8SE +/- 2.01, N = 8SE +/- 1.35, N = 8SE +/- 1.79, N = 8SE +/- 1.66, N = 8SE +/- 1.77, N = 8SE +/- 1.80, N = 9SE +/- 1.58, N = 8SE +/- 1.27, N = 4SE +/- 1.02, N = 4SE +/- 2.36, N = 8775.731052.641070.901154.13573.67740.17858.901080.111038.861285.581585.761575.651712.751726.601815.922406.16875.541948.242544.67

LuxCoreRender OpenCL

Scene: Food

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRadeon VIITITAN RTX0.50181.00361.50542.00722.509SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 4SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 12SE +/- 0.02, N = 30.650.920.980.990.670.810.991.091.071.171.331.301.901.871.932.231.372.23MIN: 0.22 / MAX: 0.74MIN: 0.23 / MAX: 1.06MIN: 0.24 / MAX: 1.14MIN: 0.24 / MAX: 1.15MIN: 0.22 / MAX: 0.8MIN: 0.24 / MAX: 0.93MIN: 0.24 / MAX: 1.16MIN: 0.25 / MAX: 1.26MIN: 0.25 / MAX: 1.23MIN: 0.26 / MAX: 1.39MIN: 0.29 / MAX: 1.53MIN: 0.29 / MAX: 1.49MIN: 0.28 / MAX: 2.24MIN: 0.25 / MAX: 2.25MIN: 0.29 / MAX: 2.33MIN: 0.32 / MAX: 2.65MIN: 0.06 / MAX: 1.75MIN: 0.25 / MAX: 2.7

PlaidML

FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX4080120160200SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.21, N = 383.52103.7999.6499.8265.5977.1097.94111.39108.06125.33154.81153.03154.74154.35158.82187.73198.37

LuxCoreRender OpenCL

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRadeon VIITITAN RTX510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 4SE +/- 0.02, N = 4SE +/- 0.03, N = 4SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 1.58, N = 12SE +/- 0.18, N = 45.416.625.384.233.932.735.585.615.017.9711.3210.9810.219.249.1412.3321.5812.73MIN: 4.66 / MAX: 5.64MIN: 5.17 / MAX: 6.91MIN: 1.63 / MAX: 5.69MIN: 3.57 / MAX: 4.38MIN: 3.46 / MAX: 4.06MIN: 2.15 / MAX: 2.83MIN: 4.65 / MAX: 5.8MIN: 5.07 / MAX: 5.86MIN: 3.24 / MAX: 5.25MIN: 6.98 / MAX: 8.23MIN: 10.46 / MAX: 11.82MIN: 9.7 / MAX: 11.42MIN: 9.44 / MAX: 10.58MIN: 8.34 / MAX: 9.72MIN: 7.66 / MAX: 9.61MIN: 11.33 / MAX: 12.81MIN: 2.49 / MAX: 24.56MIN: 11.95 / MAX: 14

PlaidML

FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX6001200180024003000SE +/- 2.10, N = 6SE +/- 3.20, N = 7SE +/- 0.31, N = 7SE +/- 1.79, N = 7SE +/- 0.63, N = 7SE +/- 0.88, N = 6SE +/- 1.27, N = 7SE +/- 0.83, N = 7SE +/- 1.12, N = 7SE +/- 0.92, N = 7SE +/- 3.83, N = 8SE +/- 3.47, N = 8SE +/- 2.51, N = 8SE +/- 2.80, N = 7SE +/- 6.26, N = 8SE +/- 1.82, N = 7SE +/- 0.60, N = 3SE +/- 0.42, N = 3SE +/- 1.27, N = 8987.071392.461485.781665.72814.501080.431199.661380.681427.431719.712012.371996.602287.032322.392432.732751.85754.221830.732856.83

LuxCoreRender OpenCL

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX1.34552.6914.03655.3826.7275SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 31.782.462.552.451.731.612.562.632.513.344.204.174.444.324.385.675.98MIN: 1.64 / MAX: 1.82MIN: 2.29 / MAX: 2.51MIN: 2.31 / MAX: 2.62MIN: 2.29 / MAX: 2.5MIN: 1.64 / MAX: 1.78MIN: 1.43 / MAX: 1.65MIN: 2.31 / MAX: 2.64MIN: 2.55 / MAX: 2.68MIN: 2.26 / MAX: 2.58MIN: 3.13 / MAX: 3.41MIN: 4.1 / MAX: 4.33MIN: 4.09 / MAX: 4.28MIN: 4.11 / MAX: 4.55MIN: 4.11 / MAX: 4.45MIN: 3.78 / MAX: 4.5MIN: 5.22 / MAX: 5.74MIN: 4.3 / MAX: 6.07

LuxCoreRender OpenCL

Scene: LuxCore Benchmark

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX1.12282.24563.36844.49125.614SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 31.532.122.242.131.511.362.202.262.112.793.543.493.693.553.624.754.99MIN: 0.23 / MAX: 1.72MIN: 0.27 / MAX: 2.4MIN: 0.27 / MAX: 2.52MIN: 0.27 / MAX: 2.39MIN: 0.27 / MAX: 1.68MIN: 0.23 / MAX: 1.51MIN: 0.32 / MAX: 2.47MIN: 0.27 / MAX: 2.54MIN: 0.23 / MAX: 2.4MIN: 0.27 / MAX: 3.18MIN: 0.27 / MAX: 4.03MIN: 0.27 / MAX: 3.96MIN: 0.27 / MAX: 4.23MIN: 0.27 / MAX: 4.09MIN: 0.27 / MAX: 4.17MIN: 0.32 / MAX: 5.39MIN: 0.32 / MAX: 5.69

PlaidML

FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX50100150200250SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.25, N = 379.13108.46108.23112.2859.3773.1787.25100.5198.99125.23146.90147.87149.69151.99159.79212.1190.13143.87227.30

PlaidML

FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX2004006008001000SE +/- 0.09, N = 4SE +/- 0.44, N = 4SE +/- 0.07, N = 4SE +/- 0.35, N = 4SE +/- 0.34, N = 4SE +/- 0.08, N = 4SE +/- 0.07, N = 4SE +/- 0.17, N = 4SE +/- 0.06, N = 4SE +/- 0.19, N = 4SE +/- 0.28, N = 5SE +/- 0.29, N = 5SE +/- 0.28, N = 5SE +/- 0.58, N = 5SE +/- 0.50, N = 5SE +/- 1.41, N = 5SE +/- 0.30, N = 3SE +/- 0.40, N = 3SE +/- 0.80, N = 5227.23314.83331.84398.82201.27269.17289.42298.77313.08390.07438.26444.84500.26544.54588.04753.75265.17314.00775.69

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX5K10K15K20K25KSE +/- 28.32, N = 3SE +/- 85.75, N = 3SE +/- 57.21, N = 3SE +/- 6.17, N = 3SE +/- 19.16, N = 3SE +/- 3.38, N = 3SE +/- 54.30, N = 3SE +/- 56.77, N = 3SE +/- 64.75, N = 3SE +/- 61.94, N = 3SE +/- 70.73, N = 3SE +/- 28.58, N = 3SE +/- 77.45, N = 3SE +/- 79.08, N = 3SE +/- 55.16, N = 3SE +/- 83.59, N = 3SE +/- 147.71, N = 3SE +/- 20.50, N = 35933975099471266231015151589573667733102901233512311147301544217501218391147622028224241. (CXX) g++ options: -flto -pthread

Rodinia

Test: OpenCL Particle Filter

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX48121620SE +/- 0.012, N = 4SE +/- 0.019, N = 6SE +/- 0.006, N = 6SE +/- 0.018, N = 6SE +/- 0.004, N = 3SE +/- 0.021, N = 4SE +/- 0.015, N = 4SE +/- 0.009, N = 5SE +/- 0.016, N = 5SE +/- 0.004, N = 5SE +/- 0.008, N = 6SE +/- 0.005, N = 6SE +/- 0.011, N = 6SE +/- 0.008, N = 7SE +/- 0.006, N = 7SE +/- 0.009, N = 8SE +/- 0.008, N = 812.0028.2057.7916.45717.82312.48711.89311.48210.8478.8367.9147.7676.8376.1965.7184.4144.2501. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl

ArrayFire

Test: Conjugate Gradient OpenCL

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX510152025SE +/- 0.003, N = 10SE +/- 0.004, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.003, N = 10SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.005, N = 10SE +/- 0.005, N = 4SE +/- 0.009, N = 4SE +/- 0.001, N = 105.0004.0773.8143.3876.8084.4454.5412.6423.0682.6592.0832.0972.0712.0751.9001.67721.01018.3801.6661. (CXX) g++ options: -rdynamic

Blender

Blend File: Fishy Cat - Compute: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: OpenCLRX Vega 56170340510680850SE +/- 7.70, N = 9768.16

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2GTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX60120180240300SE +/- 0.16, N = 3SE +/- 0.46, N = 3SE +/- 0.06, N = 3SE +/- 0.41, N = 3SE +/- 0.05, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.42, N = 3SE +/- 0.54, N = 3SE +/- 0.32, N = 3SE +/- 0.34, N = 3SE +/- 1.06, N = 3SE +/- 0.92, N = 3SE +/- 0.82, N = 3SE +/- 1.17, N = 3SE +/- 0.85, N = 3102.27139.50137.14151.5775.8182.05125.62135.61138.56178.47200.77199.87221.73235.53248.01290.72292.16

Mixbench

Backend: OpenCL - Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Single PrecisionGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX3K6K9K12K15KSE +/- 2.22, N = 13SE +/- 12.17, N = 15SE +/- 2.95, N = 12SE +/- 11.17, N = 14SE +/- 0.54, N = 12SE +/- 1.39, N = 13SE +/- 5.87, N = 13SE +/- 8.38, N = 13SE +/- 6.62, N = 13SE +/- 6.45, N = 13SE +/- 2.35, N = 13SE +/- 10.00, N = 13SE +/- 4.39, N = 14SE +/- 14.62, N = 14SE +/- 8.02, N = 14SE +/- 66.33, N = 15SE +/- 1.37, N = 4SE +/- 0.78, N = 4SE +/- 619.26, N = 154355.286476.927018.908520.973441.364943.065259.295462.595821.197222.288159.158357.969630.8310812.5211758.6516061.0910548.8613062.3815032.471. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Backend: OpenCL - Benchmark: Double Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Double PrecisionGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX7001400210028003500SE +/- 0.23, N = 13SE +/- 0.06, N = 13SE +/- 0.08, N = 14SE +/- 0.15, N = 14SE +/- 0.01, N = 12SE +/- 0.15, N = 13SE +/- 0.14, N = 13SE +/- 0.22, N = 13SE +/- 0.12, N = 13SE +/- 0.00, N = 13SE +/- 0.01, N = 13SE +/- 0.11, N = 15SE +/- 0.00, N = 14SE +/- 0.56, N = 14SE +/- 0.08, N = 15SE +/- 0.56, N = 15SE +/- 0.10, N = 4SE +/- 0.12, N = 4SE +/- 1.13, N = 14150.48224.82241.99296.6691.77132.75141.25144.30155.78194.80222.15226.65259.11290.13315.03436.81705.253378.03454.371. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Backend: OpenCL - Benchmark: Integer

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: IntegerGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX4K8K12K16K20KSE +/- 2.70, N = 14SE +/- 0.96, N = 13SE +/- 0.83, N = 14SE +/- 6.51, N = 15SE +/- 0.52, N = 12SE +/- 0.38, N = 13SE +/- 0.61, N = 13SE +/- 7.30, N = 13SE +/- 50.53, N = 15SE +/- 14.13, N = 13SE +/- 2.40, N = 13SE +/- 1.82, N = 13SE +/- 1.47, N = 14SE +/- 1.20, N = 14SE +/- 11.48, N = 14SE +/- 11.06, N = 14SE +/- 0.18, N = 4SE +/- 0.17, N = 4SE +/- 63.55, N = 151354.142019.082157.312655.583466.724975.185303.515432.405803.637275.338218.028362.869696.3810930.5611752.1116323.942220.584492.8116979.991. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

FinanceBench

Benchmark: Black-Scholes OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX612182430SE +/- 0.317433, N = 15SE +/- 0.209293, N = 15SE +/- 0.003359, N = 15SE +/- 0.003290, N = 15SE +/- 0.002491, N = 14SE +/- 0.001228, N = 14SE +/- 0.001244, N = 14SE +/- 0.001295, N = 14SE +/- 0.001932, N = 14SE +/- 0.000959, N = 14SE +/- 0.015324, N = 15SE +/- 0.001589, N = 14SE +/- 0.014259, N = 15SE +/- 0.001547, N = 14SE +/- 0.003249, N = 15SE +/- 0.001717, N = 14SE +/- 0.023715, N = 13SE +/- 0.017186, N = 15SE +/- 0.001983, N = 1513.3400008.9680007.2980006.98100024.14528516.57778515.25900015.27100014.38500012.55500010.49800010.2540008.2630007.6570006.8110006.0200006.0410001.7870005.7010001. (CXX) g++ options: -O3 -lOpenCL

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX160320480640800SE +/- 0.02, N = 5SE +/- 0.03, N = 6SE +/- 0.03, N = 6SE +/- 0.08, N = 6SE +/- 0.04, N = 4SE +/- 0.04, N = 5SE +/- 0.02, N = 5SE +/- 0.07, N = 7SE +/- 0.07, N = 6SE +/- 0.08, N = 7SE +/- 0.13, N = 8SE +/- 0.10, N = 8SE +/- 0.09, N = 8SE +/- 0.42, N = 8SE +/- 0.11, N = 8SE +/- 0.13, N = 8SE +/- 0.04, N = 7SE +/- 0.86, N = 8SE +/- 0.13, N = 9154.4206.2206.2229.6108.7167.0163.9296.6251.2297.4396.8396.9396.8396.5437.6545.7331.7756.0567.71. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX150300450600750SE +/- 0.02, N = 5SE +/- 0.03, N = 6SE +/- 0.03, N = 6SE +/- 0.09, N = 6SE +/- 0.02, N = 4SE +/- 0.04, N = 5SE +/- 0.04, N = 5SE +/- 0.36, N = 7SE +/- 0.14, N = 6SE +/- 0.46, N = 7SE +/- 0.29, N = 8SE +/- 0.29, N = 8SE +/- 0.29, N = 8SE +/- 0.51, N = 8SE +/- 0.27, N = 8SE +/- 0.21, N = 8SE +/- 0.02, N = 7SE +/- 0.26, N = 8SE +/- 0.97, N = 9148.1199.5198.2225.6104.4145.8157.3240.7223.9258.7341.3328.5322.9338.1352.9449.5335.6674.2491.71. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX70140210280350SE +/- 0.02, N = 5SE +/- 0.02, N = 6SE +/- 0.03, N = 6SE +/- 0.02, N = 6SE +/- 0.00, N = 4SE +/- 0.00, N = 5SE +/- 0.17, N = 5SE +/- 0.05, N = 7SE +/- 0.06, N = 6SE +/- 0.06, N = 7SE +/- 0.06, N = 8SE +/- 0.09, N = 8SE +/- 0.07, N = 8SE +/- 0.06, N = 8SE +/- 0.05, N = 8SE +/- 0.10, N = 8SE +/- 0.25, N = 7SE +/- 0.51, N = 8SE +/- 0.08, N = 9138.5183.3184.1207.499.2143.8145.9240.2211.1239.4288.0284.4292.1290.0301.7324.0182.9264.1322.71. (CC) gcc options: -O2 -flto -lOpenCL

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX2004006008001000SE +/- 0.04, N = 10SE +/- 0.04, N = 11SE +/- 0.01, N = 11SE +/- 0.11, N = 15SE +/- 0.06, N = 12SE +/- 0.02, N = 13SE +/- 0.06, N = 11SE +/- 0.16, N = 12SE +/- 0.12, N = 12SE +/- 0.15, N = 12SE +/- 0.06, N = 13SE +/- 0.05, N = 13SE +/- 0.10, N = 13SE +/- 0.07, N = 13SE +/- 0.14, N = 13SE +/- 0.46, N = 12SE +/- 0.11, N = 5SE +/- 0.36, N = 6SE +/- 0.05, N = 13147.66197.20198.18223.14105.31156.86158.15276.35234.91276.94368.94369.30369.62369.23405.92506.90317.28798.62530.791. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX3K6K9K12K15KSE +/- 76.28, N = 15SE +/- 112.12, N = 15SE +/- 3.15, N = 13SE +/- 104.59, N = 15SE +/- 21.41, N = 13SE +/- 49.35, N = 15SE +/- 27.06, N = 12SE +/- 43.47, N = 15SE +/- 56.79, N = 15SE +/- 67.09, N = 15SE +/- 85.70, N = 15SE +/- 92.93, N = 15SE +/- 77.74, N = 15SE +/- 73.37, N = 15SE +/- 38.81, N = 13SE +/- 177.79, N = 15SE +/- 2.21, N = 6SE +/- 0.30, N = 6SE +/- 206.22, N = 154110.716093.026788.408218.622673.644123.664543.644440.234778.235417.557034.777265.918540.739161.1810264.3813536.2510477.0913705.2214178.851. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX7001400210028003500SE +/- 0.23, N = 3SE +/- 0.38, N = 4SE +/- 0.06, N = 3SE +/- 0.60, N = 3SE +/- 0.27, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.46, N = 3SE +/- 0.58, N = 3SE +/- 0.69, N = 3SE +/- 0.71, N = 3SE +/- 0.00, N = 3SE +/- 0.91, N = 3SE +/- 0.03, N = 3SE +/- 1.30, N = 3SE +/- 1.11, N = 3SE +/- 0.17, N = 5SE +/- 1.32, N = 3150.68223.60242.70298.46109.20157.98168.56172.49184.34232.17261.89267.79308.86345.11376.32522.22688.553438.53548.261. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX3K6K9K12K15KSE +/- 10.83, N = 15SE +/- 6.03, N = 12SE +/- 0.30, N = 10SE +/- 7.00, N = 10SE +/- 1.93, N = 13SE +/- 41.07, N = 15SE +/- 10.20, N = 12SE +/- 6.44, N = 12SE +/- 49.36, N = 15SE +/- 65.66, N = 15SE +/- 81.72, N = 15SE +/- 83.63, N = 15SE +/- 66.40, N = 12SE +/- 51.79, N = 12SE +/- 58.52, N = 13SE +/- 23.37, N = 12SE +/- 0.05, N = 4SE +/- 1.12, N = 5SE +/- 169.21, N = 151275.121695.792076.452430.552641.384128.394338.674280.554734.365356.846930.217133.778484.419141.2310266.7213629.371973.714500.4513783.931. (CXX) g++ options: -O3 -rdynamic -lOpenCL

MandelGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX100M200M300M400M500MSE +/- 339240.54, N = 6SE +/- 327094.24, N = 7SE +/- 459096.61, N = 7SE +/- 528438.95, N = 8SE +/- 92918.17, N = 6SE +/- 421595.14, N = 7SE +/- 481764.73, N = 7SE +/- 173522.04, N = 7SE +/- 340263.98, N = 7SE +/- 1119740.36, N = 8SE +/- 1074135.38, N = 8SE +/- 2064512.42, N = 8SE +/- 1663935.40, N = 9SE +/- 1245853.73, N = 9SE +/- 2703218.20, N = 9SE +/- 2765042.11, N = 10SE +/- 247337.09, N = 6SE +/- 793496.27, N = 7SE +/- 2829613.77, N = 10130290433.8184077179.7194875210.8231826397.8132266243.9186025762.6193795979.5200846066.4210891296.2252924048.7281931310.0284631717.4323061985.4345359936.4374422420.6448915216.6172587430.1216878966.2480798376.61. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

ViennaCL

OpenCL LU Factorization

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX20406080100SE +/- 0.32, N = 11SE +/- 0.23, N = 11SE +/- 0.38, N = 11SE +/- 0.21, N = 11SE +/- 0.21, N = 11SE +/- 0.27, N = 11SE +/- 0.25, N = 11SE +/- 0.37, N = 11SE +/- 0.37, N = 11SE +/- 0.29, N = 11SE +/- 0.24, N = 11SE +/- 0.47, N = 11SE +/- 0.44, N = 11SE +/- 0.38, N = 11SE +/- 0.41, N = 11SE +/- 0.39, N = 11SE +/- 0.28, N = 12SE +/- 0.40, N = 8SE +/- 0.57, N = 1161.6566.2169.1870.6962.9667.9367.8268.1570.0373.3172.5072.5774.4574.7376.1075.7932.8050.6176.641. (CXX) g++ options: -rdynamic -lOpenCL

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2GTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX0.51531.03061.54592.06122.57651.611.651.651.731.682.291.772.061.921.921.992.001.962.102.001.92

FAHBench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX4080120160200Min: 23.06 / Avg: 63.62 / Max: 94.9Min: 6.84 / Avg: 84.35 / Max: 125.45Min: 6.47 / Avg: 91.91 / Max: 137.12Min: 5.55 / Avg: 43.89 / Max: 63.5Min: 6.47 / Avg: 48.89 / Max: 70.46Min: 6.73 / Avg: 54.9 / Max: 81.76Min: 10.68 / Avg: 76.69 / Max: 110.71Min: 7.47 / Avg: 67.34 / Max: 101.63Min: 9.84 / Avg: 92.83 / Max: 138.11Min: 9.68 / Avg: 104.47 / Max: 155.47Min: 7.57 / Avg: 100.34 / Max: 150.44Min: 14.63 / Avg: 110.75 / Max: 161.15Min: 14.07 / Avg: 120.06 / Max: 181.91Min: 8.85 / Avg: 118.25 / Max: 174.08Min: 5.74 / Avg: 145.49 / Max: 222.84Min: 24.02 / Avg: 152.31 / Max: 226.66

FAHBench

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterFAHBench 2.3.2GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX1428425670Min: 33 / Avg: 48.12 / Max: 59Min: 29 / Avg: 51.59 / Max: 66Min: 32 / Avg: 43.03 / Max: 48Min: 28 / Avg: 52.65 / Max: 67Min: 27 / Avg: 46.77 / Max: 59Min: 30 / Avg: 44 / Max: 55Min: 30 / Avg: 50.01 / Max: 64Min: 33 / Avg: 53.73 / Max: 64Min: 29 / Avg: 47.21 / Max: 59Min: 29 / Avg: 49.12 / Max: 63Min: 33 / Avg: 51.66 / Max: 65Min: 29 / Avg: 51.93 / Max: 66Min: 29 / Avg: 46.68 / Max: 58Min: 28 / Avg: 55.99 / Max: 74Min: 28 / Avg: 46.55 / Max: 58Min: 29 / Avg: 49.77 / Max: 65Min: 35 / Avg: 53.68 / Max: 68

Mixbench

Backend: OpenCL - Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Single PrecisionGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX2004006008001000114.75127.27157.14183.99242.21278.71170.02240.48204.71220.49255.37233.45242.46291.16324.581047.99574.17255.06

Mixbench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterMixbench 2020-06-23GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX20406080100Min: 24.49 / Avg: 37.95 / Max: 67.08Min: 32.53 / Avg: 50.89 / Max: 90.12Min: 35.98 / Avg: 54.22 / Max: 98.21Min: 6.41 / Avg: 18.7 / Max: 35.54Min: 6.86 / Avg: 20.41 / Max: 45.12Min: 6.95 / Avg: 18.87 / Max: 44.22Min: 11.48 / Avg: 32.13 / Max: 59.86Min: 7.91 / Avg: 24.21 / Max: 52.81Min: 10.25 / Avg: 35.28 / Max: 75.77Min: 9.62 / Avg: 37 / Max: 84.5Min: 9.59 / Avg: 32.73 / Max: 81.03Min: 15.06 / Avg: 41.26 / Max: 96.5Min: 15.62 / Avg: 44.6 / Max: 100.75Min: 9.42 / Avg: 40.39 / Max: 96.54Min: 7.67 / Avg: 49.48 / Max: 107.57Min: 7 / Avg: 10.07 / Max: 89Min: 21 / Avg: 22.75 / Max: 26Min: 26.16 / Avg: 58.94 / Max: 110.18

Mixbench

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterMixbench 2020-06-23GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1224364860Min: 46 / Avg: 50.59 / Max: 55Min: 53 / Avg: 56.46 / Max: 60Min: 40 / Avg: 41.95 / Max: 44Min: 55 / Avg: 58.05 / Max: 63Min: 42 / Avg: 45.81 / Max: 51Min: 48 / Avg: 50.81 / Max: 54Min: 46 / Avg: 49.88 / Max: 55Min: 43 / Avg: 47.4 / Max: 53Min: 40 / Avg: 42.81 / Max: 46Min: 45 / Avg: 48.88 / Max: 52Min: 45 / Avg: 49.2 / Max: 53Min: 45 / Avg: 48.89 / Max: 53Min: 45 / Avg: 48.63 / Max: 53Min: 51 / Avg: 54.48 / Max: 58Min: 44 / Avg: 47.62 / Max: 52Min: 48 / Avg: 51.05 / Max: 55Min: 31 / Avg: 32.12 / Max: 34Min: 32 / Avg: 32 / Max: 32Min: 49 / Avg: 52.13 / Max: 55

Mixbench

Backend: OpenCL - Benchmark: Double Precision

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Double PrecisionGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX3060901201504.034.505.595.156.357.514.516.555.876.187.186.346.708.029.7264.58150.098.25

Mixbench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterMixbench 2020-06-23GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX20406080100Min: 24.22 / Avg: 37.34 / Max: 65.39Min: 39.25 / Avg: 49.97 / Max: 89.58Min: 34.81 / Avg: 53.1 / Max: 100.47Min: 6.12 / Avg: 17.81 / Max: 34.1Min: 6.62 / Avg: 20.92 / Max: 44.66Min: 6.81 / Avg: 18.8 / Max: 43.85Min: 11.6 / Avg: 32.03 / Max: 61.28Min: 7.57 / Avg: 23.8 / Max: 51.7Min: 9.7 / Avg: 33.19 / Max: 74.41Min: 9.49 / Avg: 35.96 / Max: 83.24Min: 8.65 / Avg: 31.55 / Max: 75.95Min: 14.87 / Avg: 40.85 / Max: 90.53Min: 15.25 / Avg: 43.31 / Max: 95.09Min: 9.22 / Avg: 39.29 / Max: 96.4Min: 6.89 / Avg: 44.94 / Max: 100.82Min: 7 / Avg: 10.92 / Max: 90Min: 21 / Avg: 22.51 / Max: 24Min: 25.19 / Avg: 55.07 / Max: 113.08

Mixbench

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterMixbench 2020-06-23GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1122334455Min: 44 / Avg: 45.66 / Max: 47Min: 52 / Avg: 52.48 / Max: 54Min: 39 / Avg: 39.85 / Max: 41Min: 51 / Avg: 52.18 / Max: 53Min: 38 / Avg: 40.19 / Max: 43Min: 45 / Avg: 46.38 / Max: 48Min: 42 / Avg: 43.63 / Max: 47Min: 48 / Avg: 52.35 / Max: 56Min: 38 / Avg: 39.27 / Max: 41Min: 42 / Avg: 44.34 / Max: 47Min: 42 / Avg: 44.21 / Max: 47Min: 41 / Avg: 42.86 / Max: 45Min: 42 / Avg: 43.63 / Max: 46Min: 48 / Avg: 49.42 / Max: 51Min: 40 / Avg: 42.48 / Max: 45Min: 43 / Avg: 45.36 / Max: 47Min: 33 / Avg: 34.51 / Max: 37Min: 31 / Avg: 32.04 / Max: 33Min: 45 / Avg: 47.21 / Max: 49

Mixbench

Backend: OpenCL - Benchmark: Integer

OpenBenchmarking.orgGIOPS Per Watt, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: IntegerGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX8016024032040035.8941.6649.41190.42239.46286.03172.29243.20216.92233.12269.58239.20256.49304.24351.52253.40172.89319.78

Mixbench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterMixbench 2020-06-23GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX306090120150Min: 23.91 / Avg: 37.74 / Max: 67.69Min: 30.99 / Avg: 48.47 / Max: 88.96Min: 34.96 / Avg: 53.75 / Max: 96.25Min: 5.89 / Avg: 18.21 / Max: 35.29Min: 6.77 / Avg: 20.78 / Max: 45.04Min: 6.81 / Avg: 18.54 / Max: 44.21Min: 11.56 / Avg: 31.53 / Max: 61.07Min: 7.22 / Avg: 23.86 / Max: 52.51Min: 9.59 / Avg: 33.54 / Max: 75.71Min: 9.34 / Avg: 35.25 / Max: 83.76Min: 8.74 / Avg: 31.02 / Max: 74.53Min: 14.58 / Avg: 40.54 / Max: 87.26Min: 14.88 / Avg: 42.62 / Max: 87.11Min: 9.12 / Avg: 38.63 / Max: 85.74Min: 6.53 / Avg: 46.44 / Max: 105.43Min: 7 / Avg: 8.76 / Max: 34Min: 21 / Avg: 25.99 / Max: 153Min: 24.88 / Avg: 53.1 / Max: 112.58

Mixbench

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterMixbench 2020-06-23GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1122334455Min: 43 / Avg: 44.16 / Max: 45Min: 50 / Avg: 50.89 / Max: 52Min: 38 / Avg: 39.33 / Max: 40Min: 51 / Avg: 52.02 / Max: 53Min: 36 / Avg: 38.1 / Max: 41Min: 43 / Avg: 43.86 / Max: 46Min: 40 / Avg: 40.95 / Max: 43Min: 46 / Avg: 51.36 / Max: 56Min: 37 / Avg: 38.22 / Max: 40Min: 41 / Avg: 42.11 / Max: 44Min: 40 / Avg: 41.88 / Max: 44Min: 39 / Avg: 40.79 / Max: 42Min: 40 / Avg: 41.27 / Max: 43Min: 47 / Avg: 47.97 / Max: 49Min: 38 / Avg: 39.89 / Max: 42Min: 41 / Avg: 42.55 / Max: 44Min: 35 / Avg: 36.2 / Max: 37Min: 32 / Avg: 32.12 / Max: 33Min: 43 / Avg: 43.89 / Max: 45

LuxCoreRender OpenCL

Scene: LuxCore Benchmark

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX0.00680.01360.02040.02720.0340.020.020.020.030.020.030.030.030.030.030.030.030.020.030.030.03

LuxCoreRender OpenCL

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX4080120160200Min: 6.91 / Avg: 67.54 / Max: 78.07Min: 9.85 / Avg: 92.59 / Max: 107.45Min: 8.89 / Avg: 98.17 / Max: 113.19Min: 6.67 / Avg: 49.99 / Max: 57.06Min: 7.08 / Avg: 56.85 / Max: 65.46Min: 7.02 / Avg: 63.52 / Max: 73.59Min: 12.48 / Avg: 89.51 / Max: 102.26Min: 8.01 / Avg: 75.03 / Max: 86.97Min: 10.02 / Avg: 107.3 / Max: 123.66Min: 10.07 / Avg: 129.42 / Max: 151.14Min: 10.72 / Avg: 122.57 / Max: 142.7Min: 15.74 / Avg: 133.9 / Max: 154.01Min: 18.08 / Avg: 143.74 / Max: 165.26Min: 9.48 / Avg: 129.97 / Max: 149.58Min: 9.89 / Avg: 188.03 / Max: 219.76Min: 33.01 / Avg: 198.26 / Max: 230.17

LuxCoreRender OpenCL

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX1428425670Min: 48 / Avg: 55.68 / Max: 58Min: 59 / Avg: 63.75 / Max: 66Min: 43 / Avg: 46.89 / Max: 48Min: 60 / Avg: 63.57 / Max: 65Min: 49 / Avg: 57.1 / Max: 59Min: 53 / Avg: 57.09 / Max: 59Min: 55 / Avg: 61.88 / Max: 64Min: 44 / Avg: 58.55 / Max: 62Min: 46 / Avg: 54.11 / Max: 57Min: 53 / Avg: 62.49 / Max: 65Min: 55 / Avg: 66.1 / Max: 69Min: 58 / Avg: 65.68 / Max: 68Min: 56 / Avg: 62.59 / Max: 65Min: 63 / Avg: 71.52 / Max: 75Min: 54 / Avg: 60.5 / Max: 63Min: 62 / Avg: 69.64 / Max: 72Min: 62 / Avg: 69.84 / Max: 72

LuxCoreRender OpenCL

Scene: DLSC

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX0.0090.0180.0270.0360.0450.020.020.020.030.030.040.030.030.030.030.030.030.030.030.030.03

LuxCoreRender OpenCL

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX4080120160200Min: 6.82 / Avg: 72.94 / Max: 82.93Min: 9.08 / Avg: 100.66 / Max: 113.55Min: 8.6 / Avg: 106.6 / Max: 119.21Min: 6.53 / Avg: 53.72 / Max: 58.56Min: 6.95 / Avg: 61.64 / Max: 67.79Min: 6.96 / Avg: 69.38 / Max: 76.5Min: 11.59 / Avg: 95.71 / Max: 104.88Min: 8.11 / Avg: 83.51 / Max: 91.56Min: 9.88 / Avg: 118.19 / Max: 128.53Min: 9.96 / Avg: 141.46 / Max: 155.06Min: 9.33 / Avg: 134.55 / Max: 148.35Min: 15.32 / Avg: 146.09 / Max: 159Min: 16.54 / Avg: 158.89 / Max: 173.12Min: 9.61 / Avg: 143.22 / Max: 155.86Min: 9.21 / Avg: 208.23 / Max: 228.17Min: 30.73 / Avg: 218.61 / Max: 238.09

LuxCoreRender OpenCL

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX1530456075Min: 47 / Avg: 56.85 / Max: 59Min: 56 / Avg: 64.88 / Max: 68Min: 41 / Avg: 47.28 / Max: 49Min: 56 / Avg: 64.6 / Max: 68Min: 47 / Avg: 58.18 / Max: 61Min: 51 / Avg: 57.16 / Max: 60Min: 52 / Avg: 62.73 / Max: 66Min: 43 / Avg: 60.26 / Max: 63Min: 44 / Avg: 55.86 / Max: 59Min: 51 / Avg: 64 / Max: 67Min: 53 / Avg: 67.61 / Max: 71Min: 54 / Avg: 66.84 / Max: 71Min: 53 / Avg: 63.15 / Max: 66Min: 60 / Avg: 73.48 / Max: 77Min: 51 / Avg: 60.29 / Max: 63Min: 57 / Avg: 70.39 / Max: 73Min: 58 / Avg: 70.91 / Max: 74

LuxCoreRender OpenCL

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRadeon VIITITAN RTX0.05630.11260.16890.22520.28150.080.080.050.090.050.100.070.070.080.100.100.090.080.080.080.250.08

LuxCoreRender OpenCL

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRadeon VIITITAN RTX4080120160200Min: 7.11 / Avg: 65.55 / Max: 74.79Min: 9.51 / Avg: 84.72 / Max: 98.6Min: 8.94 / Avg: 84.06 / Max: 93.52Min: 6.66 / Avg: 46.15 / Max: 51.34Min: 6.81 / Avg: 52.04 / Max: 56.28Min: 6.94 / Avg: 55.33 / Max: 65.23Min: 12.5 / Avg: 79.62 / Max: 92.09Min: 8.23 / Avg: 69.24 / Max: 79.18Min: 9.92 / Avg: 94.01 / Max: 113.17Min: 10.1 / Avg: 115.26 / Max: 146.1Min: 10.31 / Avg: 106.39 / Max: 135.66Min: 15.7 / Avg: 112.53 / Max: 141.4Min: 17.55 / Avg: 120.03 / Max: 144.72Min: 9.5 / Avg: 110.62 / Max: 134.26Min: 11.02 / Avg: 152.05 / Max: 198.63Min: 21 / Avg: 87.39 / Max: 161Min: 32.37 / Avg: 164.15 / Max: 211.46

LuxCoreRender OpenCL

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRadeon VIITITAN RTX1326395265Min: 49 / Avg: 54.56 / Max: 56Min: 59 / Avg: 61.43 / Max: 62Min: 43 / Avg: 45.47 / Max: 46Min: 59 / Avg: 60.23 / Max: 61Min: 48 / Avg: 54.9 / Max: 56Min: 52 / Avg: 55.72 / Max: 56Min: 54 / Avg: 58.09 / Max: 60Min: 44 / Avg: 55.11 / Max: 58Min: 46 / Avg: 52.14 / Max: 54Min: 53 / Avg: 59.13 / Max: 61Min: 55 / Avg: 62.82 / Max: 66Min: 57 / Avg: 61.64 / Max: 64Min: 55 / Avg: 59.19 / Max: 61Min: 63 / Avg: 66.85 / Max: 68Min: 52 / Avg: 56.56 / Max: 58Min: 61 / Avg: 65.13 / Max: 67Min: 32 / Avg: 42.56 / Max: 49Min: 61 / Avg: 65.44 / Max: 68

LuxCoreRender OpenCL

Scene: Food

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRadeon VIITITAN RTX0.00450.0090.01350.0180.02250.010.010.010.010.010.020.010.010.010.010.010.010.010.020.010.010.01

LuxCoreRender OpenCL

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRadeon VIITITAN RTX4080120160200Min: 8.17 / Avg: 58.96 / Max: 71.04Min: 31.41 / Avg: 83.19 / Max: 96.02Min: 8.06 / Avg: 90.12 / Max: 106.33Min: 6.24 / Avg: 44.99 / Max: 53.28Min: 6.84 / Avg: 56.54 / Max: 67.05Min: 6.92 / Avg: 57.37 / Max: 67.67Min: 11.39 / Avg: 83.39 / Max: 96.86Min: 8.27 / Avg: 72.78 / Max: 85.29Min: 9.83 / Avg: 95.49 / Max: 112.99Min: 10.05 / Avg: 107.3 / Max: 127.48Min: 8.82 / Avg: 101.18 / Max: 118.96Min: 15.06 / Avg: 127.11 / Max: 149.45Min: 16.79 / Avg: 136.69 / Max: 160.16Min: 9.22 / Avg: 126.41 / Max: 148.49Min: 8.82 / Avg: 171.77 / Max: 204.48Min: 21 / Avg: 98.19 / Max: 150Min: 29.15 / Avg: 184.38 / Max: 215.68

LuxCoreRender OpenCL

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRadeon VIITITAN RTX1428425670Min: 48 / Avg: 52.79 / Max: 55Min: 58 / Avg: 61.15 / Max: 63Min: 41 / Avg: 45.37 / Max: 47Min: 53 / Avg: 60.67 / Max: 64Min: 46 / Avg: 54.15 / Max: 57Min: 50 / Avg: 56.2 / Max: 59Min: 49 / Avg: 57.98 / Max: 61Min: 43 / Avg: 56.95 / Max: 60Min: 43 / Avg: 53.33 / Max: 56Min: 50 / Avg: 59.77 / Max: 63Min: 52 / Avg: 61.53 / Max: 64Min: 51 / Avg: 60.11 / Max: 64Min: 51 / Avg: 59.52 / Max: 63Min: 57 / Avg: 70 / Max: 74Min: 48 / Avg: 57.04 / Max: 60Min: 55 / Avg: 66.31 / Max: 70Min: 37 / Avg: 51.12 / Max: 57Min: 56 / Avg: 66.77 / Max: 70

Rodinia

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterRodinia 3.1GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX306090120150Min: 23.92 / Avg: 66.75 / Max: 89.56Min: 30.92 / Avg: 87.67 / Max: 128.84Min: 34.81 / Avg: 99.28 / Max: 152.91Min: 6.06 / Avg: 34.28 / Max: 41.16Min: 6.86 / Avg: 42.32 / Max: 54.72Min: 6.83 / Avg: 39.33 / Max: 50.42Min: 11.43 / Avg: 58.56 / Max: 74.93Min: 7.97 / Avg: 48.45 / Max: 62.13Min: 9.76 / Avg: 69.82 / Max: 94.07Min: 9.74 / Avg: 74.68 / Max: 103.3Min: 8.55 / Avg: 66.6 / Max: 94.64Min: 14.96 / Avg: 79.27 / Max: 114.15Min: 15.62 / Avg: 84.41 / Max: 124.36Min: 9.15 / Avg: 78.46 / Max: 121.81Min: 7.62 / Avg: 98.87 / Max: 172.87Min: 26.4 / Avg: 111.08 / Max: 186.57

Rodinia

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterRodinia 3.1GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX1326395265Min: 41 / Avg: 49.31 / Max: 54Min: 48 / Avg: 57.03 / Max: 63Min: 39 / Avg: 43.62 / Max: 47Min: 48 / Avg: 56.89 / Max: 64Min: 39 / Avg: 45.53 / Max: 49Min: 46 / Avg: 49.22 / Max: 51Min: 42 / Avg: 47.29 / Max: 50Min: 45 / Avg: 52.09 / Max: 57Min: 39 / Avg: 45.78 / Max: 49Min: 45 / Avg: 51 / Max: 54Min: 45 / Avg: 50.5 / Max: 54Min: 44 / Avg: 49.31 / Max: 53Min: 44 / Avg: 48.48 / Max: 51Min: 52 / Avg: 56.89 / Max: 61Min: 43 / Avg: 46.43 / Max: 49Min: 49 / Avg: 53.32 / Max: 56Min: 50 / Avg: 54.12 / Max: 57

ArrayFire

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterArrayFire 3.7GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX306090120150Min: 24.41 / Avg: 48.03 / Max: 83.69Min: 31.75 / Avg: 63.05 / Max: 106.44Min: 35.88 / Avg: 71.08 / Max: 114.34Min: 6.12 / Avg: 26.47 / Max: 51.86Min: 6.77 / Avg: 32.81 / Max: 65.03Min: 6.89 / Avg: 30.36 / Max: 60.65Min: 12.96 / Avg: 51.78 / Max: 99.21Min: 8.35 / Avg: 41.34 / Max: 82.92Min: 9.91 / Avg: 54.1 / Max: 103.84Min: 10.31 / Avg: 65.56 / Max: 133.6Min: 9.57 / Avg: 60.23 / Max: 123.44Min: 14.98 / Avg: 70.4 / Max: 136.14Min: 16.9 / Avg: 76.69 / Max: 135Min: 9.43 / Avg: 66.35 / Max: 129.31Min: 9.06 / Avg: 86.68 / Max: 181.59Min: 9 / Avg: 25.74 / Max: 141Min: 21 / Avg: 28.63 / Max: 86Min: 28.35 / Avg: 94.15 / Max: 182.06

ArrayFire

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterArrayFire 3.7GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1326395265Min: 48 / Avg: 50.14 / Max: 54Min: 54 / Avg: 56.91 / Max: 59Min: 42 / Avg: 43.29 / Max: 45Min: 56 / Avg: 58.69 / Max: 62Min: 42 / Avg: 45.54 / Max: 50Min: 46 / Avg: 48.09 / Max: 50Min: 46 / Avg: 48.45 / Max: 52Min: 43 / Avg: 50.39 / Max: 58Min: 42 / Avg: 45.47 / Max: 49Min: 47 / Avg: 50.34 / Max: 54Min: 47 / Avg: 50.28 / Max: 54Min: 49 / Avg: 51.79 / Max: 56Min: 45 / Avg: 47.64 / Max: 51Min: 56 / Avg: 59.59 / Max: 64Min: 45 / Avg: 47.25 / Max: 50Min: 53 / Avg: 55.13 / Max: 59Min: 40 / Avg: 42.22 / Max: 47Min: 43 / Avg: 44.97 / Max: 47Min: 53 / Avg: 55.85 / Max: 60

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX7142128353.403.413.595.016.035.586.436.755.987.217.896.556.537.496.238.7230.906.85

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX4080120160200Min: 24.21 / Avg: 43.45 / Max: 69.63Min: 33.24 / Avg: 57.83 / Max: 93.93Min: 34.9 / Avg: 62.12 / Max: 105.28Min: 5.94 / Avg: 21.03 / Max: 49.94Min: 6.73 / Avg: 26.03 / Max: 65.39Min: 6.82 / Avg: 28.33 / Max: 64.09Min: 11.71 / Avg: 42.96 / Max: 108.2Min: 7.9 / Avg: 34.8 / Max: 91.2Min: 9.76 / Avg: 46.29 / Max: 113.61Min: 9.89 / Avg: 51.14 / Max: 150.47Min: 9.21 / Avg: 46.8 / Max: 141.86Min: 14.77 / Avg: 56.41 / Max: 155.24Min: 16.08 / Avg: 56.53 / Max: 146.62Min: 9.06 / Avg: 54.2 / Max: 148.63Min: 8.04 / Avg: 81.32 / Max: 221.57Min: 10 / Avg: 36.37 / Max: 165Min: 21 / Avg: 25.84 / Max: 195Min: 26.18 / Avg: 77.48 / Max: 220.21

clpeak

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1224364860Min: 44 / Avg: 46.18 / Max: 48Min: 52 / Avg: 53.45 / Max: 55Min: 41 / Avg: 41.44 / Max: 42Min: 52 / Avg: 52.55 / Max: 53Min: 39 / Avg: 41.72 / Max: 46Min: 43 / Avg: 45.17 / Max: 47Min: 43 / Avg: 45.17 / Max: 48Min: 44 / Avg: 51.16 / Max: 60Min: 40 / Avg: 42.47 / Max: 46Min: 44 / Avg: 46.48 / Max: 50Min: 44 / Avg: 45.95 / Max: 50Min: 44 / Avg: 46.51 / Max: 51Min: 42 / Avg: 43.98 / Max: 48Min: 52 / Avg: 53.51 / Max: 57Min: 41 / Avg: 43.52 / Max: 48Min: 49 / Avg: 51.02 / Max: 55Min: 44 / Avg: 47.18 / Max: 54Min: 40 / Avg: 41.69 / Max: 45Min: 49 / Avg: 50.95 / Max: 55

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Single-Precision FloatGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX90180270360450108.23122.80141.08151.21165.34196.49119.96172.74140.61132.83141.26155.29158.55197.54169.42353.27394.39154.83

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX4080120160200Min: 24.22 / Avg: 37.98 / Max: 72.74Min: 31.27 / Avg: 49.62 / Max: 104.99Min: 34.74 / Avg: 58.25 / Max: 128.43Min: 5.83 / Avg: 17.68 / Max: 48.63Min: 6.73 / Avg: 24.94 / Max: 64.76Min: 6.77 / Avg: 23.12 / Max: 65.88Min: 11.55 / Avg: 37.01 / Max: 87.25Min: 7.77 / Avg: 27.66 / Max: 77.07Min: 9.69 / Avg: 38.53 / Max: 112.04Min: 9.79 / Avg: 52.96 / Max: 127.22Min: 8.97 / Avg: 51.44 / Max: 121Min: 14.82 / Avg: 55 / Max: 139.79Min: 15.74 / Avg: 57.78 / Max: 153.32Min: 9.13 / Avg: 51.96 / Max: 154.62Min: 7.42 / Avg: 79.9 / Max: 222.45Min: 13 / Avg: 29.66 / Max: 165Min: 21 / Avg: 34.75 / Max: 191Min: 25.37 / Avg: 91.58 / Max: 238.89

clpeak

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1224364860Min: 43 / Avg: 44.68 / Max: 46Min: 50 / Avg: 51.35 / Max: 54Min: 40 / Avg: 40.9 / Max: 43Min: 50 / Avg: 51.89 / Max: 54Min: 37 / Avg: 39.51 / Max: 45Min: 42 / Avg: 43.37 / Max: 46Min: 41 / Avg: 43.05 / Max: 47Min: 44 / Avg: 50.88 / Max: 59Min: 39 / Avg: 41.4 / Max: 46Min: 42 / Avg: 44.09 / Max: 49Min: 42 / Avg: 44.89 / Max: 50Min: 42 / Avg: 45.28 / Max: 49Min: 40 / Avg: 42.42 / Max: 47Min: 49 / Avg: 51.93 / Max: 56Min: 40 / Avg: 41.69 / Max: 46Min: 46 / Avg: 49.5 / Max: 54Min: 48 / Avg: 49.56 / Max: 53Min: 39 / Avg: 39.79 / Max: 44Min: 47 / Avg: 49.86 / Max: 55

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX15304560753.173.443.803.754.054.513.074.053.473.333.733.723.654.314.196.5665.353.98

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX306090120150Min: 24.22 / Avg: 47.58 / Max: 52.52Min: 31.08 / Avg: 65.01 / Max: 74.02Min: 35.4 / Avg: 78.46 / Max: 87.16Min: 5.89 / Avg: 29.14 / Max: 32.44Min: 6.69 / Avg: 39.04 / Max: 42.31Min: 6.88 / Avg: 37.38 / Max: 40.82Min: 11.51 / Avg: 56.17 / Max: 64.43Min: 8.02 / Avg: 45.57 / Max: 50.18Min: 9.77 / Avg: 66.93 / Max: 76.73Min: 10.24 / Avg: 78.6 / Max: 85.65Min: 8.98 / Avg: 71.77 / Max: 78.52Min: 14.8 / Avg: 83.1 / Max: 90.69Min: 15.41 / Avg: 94.68 / Max: 108.82Min: 9.08 / Avg: 87.4 / Max: 96.43Min: 7.74 / Avg: 124.66 / Max: 137.37Min: 13 / Avg: 104.93 / Max: 165Min: 21 / Avg: 52.62 / Max: 151Min: 25.14 / Avg: 137.68 / Max: 152.18

clpeak

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1326395265Min: 44 / Avg: 46.02 / Max: 48Min: 50 / Avg: 53.28 / Max: 56Min: 39 / Avg: 42.21 / Max: 44Min: 52 / Avg: 55.73 / Max: 59Min: 36 / Avg: 42.02 / Max: 44Min: 41 / Avg: 45.04 / Max: 47Min: 40 / Avg: 45.24 / Max: 48Min: 45 / Avg: 51.82 / Max: 56Min: 38 / Avg: 45.23 / Max: 48Min: 40 / Avg: 47.44 / Max: 50Min: 41 / Avg: 49.2 / Max: 52Min: 42 / Avg: 50.54 / Max: 54Min: 39 / Avg: 45.22 / Max: 47Min: 49 / Avg: 58.62 / Max: 64Min: 39 / Avg: 44.83 / Max: 47Min: 45 / Avg: 54.02 / Max: 58Min: 49 / Avg: 59.13 / Max: 66Min: 38 / Avg: 41.16 / Max: 46Min: 46 / Avg: 55.06 / Max: 59

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS Per Watt, More Is BetterclpeakOpenCL Test: Integer Compute INTGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX30609012015020.8225.6726.36126.24136.19144.6497.06129.22115.24109.84121.36124.06127.85156.39150.1929.2679.36131.83

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX50100150200250Min: 24.11 / Avg: 61.24 / Max: 122.79Min: 30.97 / Avg: 66.06 / Max: 137.9Min: 35.4 / Avg: 92.2 / Max: 182.88Min: 5.86 / Avg: 20.92 / Max: 68.73Min: 6.64 / Avg: 30.31 / Max: 98.17Min: 6.8 / Avg: 30 / Max: 103.08Min: 11.31 / Avg: 44.1 / Max: 128.36Min: 7.93 / Avg: 36.64 / Max: 122.25Min: 9.69 / Avg: 46.48 / Max: 162.89Min: 9.91 / Avg: 63.1 / Max: 178.71Min: 8.66 / Avg: 58.78 / Max: 177.55Min: 15.16 / Avg: 68.39 / Max: 215.86Min: 15.97 / Avg: 71.5 / Max: 219.93Min: 9.15 / Avg: 65.65 / Max: 248.15Min: 7.45 / Avg: 90.75 / Max: 256.14Min: 15 / Avg: 67.46 / Max: 165Min: 21 / Avg: 56.71 / Max: 234Min: 26.07 / Avg: 104.56 / Max: 286.49

clpeak

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1224364860Min: 43 / Avg: 49.61 / Max: 55Min: 50 / Avg: 53.94 / Max: 59Min: 40 / Avg: 45.6 / Max: 51Min: 53 / Avg: 58.72 / Max: 63Min: 38 / Avg: 40.86 / Max: 49Min: 43 / Avg: 44.9 / Max: 49Min: 43 / Avg: 45.32 / Max: 52Min: 44 / Avg: 49.84 / Max: 61Min: 41 / Avg: 44.38 / Max: 52Min: 43 / Avg: 45.35 / Max: 52Min: 44 / Avg: 47.95 / Max: 54Min: 47 / Avg: 50.13 / Max: 55Min: 41 / Avg: 44.64 / Max: 52Min: 56 / Avg: 58.28 / Max: 63Min: 42 / Avg: 44.25 / Max: 52Min: 50 / Avg: 52.72 / Max: 58Min: 47 / Avg: 49.01 / Max: 53Min: 41 / Avg: 42.96 / Max: 48Min: 51 / Avg: 53.8 / Max: 59

FinanceBench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterFinanceBench 2016-06-06GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1224364860Min: 24.02 / Avg: 28.54 / Max: 34.93Min: 30.74 / Avg: 38.09 / Max: 44.91Min: 34.48 / Avg: 37.96 / Max: 41.35Min: 5.79 / Avg: 10.62 / Max: 17.61Min: 6.65 / Avg: 13.23 / Max: 20.93Min: 6.77 / Avg: 12.6 / Max: 20.59Min: 11.38 / Avg: 21.68 / Max: 35Min: 7.58 / Avg: 14.8 / Max: 25.66Min: 9.59 / Avg: 21.32 / Max: 35.76Min: 9.85 / Avg: 24.96 / Max: 41.32Min: 8.3 / Avg: 20.71 / Max: 37.14Min: 14.56 / Avg: 28.59 / Max: 46.88Min: 15.36 / Avg: 31.49 / Max: 51.96Min: 9 / Avg: 29.32 / Max: 48.16Min: 6.58 / Avg: 29.78 / Max: 53.12Min: 9 / Avg: 14.34 / Max: 16Min: 21 / Avg: 21.5 / Max: 35Min: 24.7 / Avg: 38.84 / Max: 59.62

FinanceBench

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterFinanceBench 2016-06-06GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1020304050Min: 40 / Avg: 42.76 / Max: 46Min: 43 / Avg: 48.67 / Max: 50Min: 39 / Avg: 39.94 / Max: 41Min: 46 / Avg: 47.39 / Max: 50Min: 34 / Avg: 35.36 / Max: 37Min: 39 / Avg: 39.86 / Max: 41Min: 36 / Avg: 37.72 / Max: 40Min: 45 / Avg: 46.81 / Max: 49Min: 36 / Avg: 37.83 / Max: 39Min: 37 / Avg: 38.7 / Max: 41Min: 38 / Avg: 39.66 / Max: 42Min: 38 / Avg: 39.74 / Max: 42Min: 37 / Avg: 38.3 / Max: 40Min: 45 / Avg: 46.84 / Max: 49Min: 37 / Avg: 38.31 / Max: 40Min: 42 / Avg: 43.96 / Max: 46Min: 44 / Avg: 44.97 / Max: 47Min: 38 / Avg: 40.32 / Max: 42Min: 41 / Avg: 42.67 / Max: 44

PlaidML

FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX2040608010021.4122.9526.4226.5832.9239.2528.5237.2236.0037.8440.9739.1239.4944.3555.2249.3775.7550.71

PlaidML

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX20406080100Min: 23.93 / Avg: 46.11 / Max: 92.68Min: 30.84 / Avg: 60.68 / Max: 114.51Min: 34.81 / Avg: 63.05 / Max: 122.89Min: 5.82 / Avg: 30.64 / Max: 54.32Min: 6.93 / Avg: 32.82 / Max: 62.88Min: 6.77 / Avg: 30.56 / Max: 59.99Min: 11.63 / Avg: 48.41 / Max: 90.62Min: 7.56 / Avg: 38.35 / Max: 75.53Min: 9.61 / Avg: 47.77 / Max: 96.5Min: 9.83 / Avg: 53.18 / Max: 107.25Min: 8.39 / Avg: 48.73 / Max: 100.29Min: 14.68 / Avg: 58.46 / Max: 113.02Min: 16.01 / Avg: 58.8 / Max: 114.53Min: 9.13 / Avg: 54.85 / Max: 109.02Min: 6.74 / Avg: 49.84 / Max: 77.61Min: 8 / Avg: 15.28 / Max: 41Min: 21 / Avg: 24.17 / Max: 88Min: 24.23 / Avg: 56.34 / Max: 82.22

PlaidML

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1224364860Min: 41 / Avg: 44.06 / Max: 48Min: 48 / Avg: 50.39 / Max: 54Min: 38 / Avg: 40.14 / Max: 42Min: 48 / Avg: 50.85 / Max: 54Min: 33 / Avg: 39.25 / Max: 45Min: 37 / Avg: 39.75 / Max: 43Min: 34 / Avg: 38.2 / Max: 43Min: 44 / Avg: 50.7 / Max: 60Min: 35 / Avg: 39.81 / Max: 45Min: 36 / Avg: 40.22 / Max: 45Min: 36 / Avg: 40.64 / Max: 46Min: 36 / Avg: 40.76 / Max: 45Min: 35 / Avg: 38.57 / Max: 43Min: 43 / Avg: 46.69 / Max: 51Min: 35 / Avg: 38.05 / Max: 41Min: 39 / Avg: 40.58 / Max: 42Min: 44 / Avg: 44.77 / Max: 46Min: 37 / Avg: 37.63 / Max: 39Min: 37 / Avg: 38.85 / Max: 40

PlaidML

FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX0.47930.95861.43791.91722.39651.561.461.351.651.662.131.791.881.891.871.991.771.751.871.992.13

PlaidML

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX306090120150Min: 23.24 / Avg: 53.7 / Max: 85.91Min: 31.67 / Avg: 70.87 / Max: 115.12Min: 35.3 / Avg: 74.03 / Max: 118.52Min: 5.96 / Avg: 39.67 / Max: 54.51Min: 6.55 / Avg: 46.45 / Max: 64.99Min: 6.78 / Avg: 46.02 / Max: 67.2Min: 11.36 / Avg: 62.38 / Max: 93.26Min: 7.49 / Avg: 57.4 / Max: 84.31Min: 9.68 / Avg: 66.44 / Max: 105.07Min: 10.02 / Avg: 82.91 / Max: 123.91Min: 8.77 / Avg: 77 / Max: 117.42Min: 14.56 / Avg: 87.18 / Max: 128.88Min: 15.5 / Avg: 88.31 / Max: 129.77Min: 8.97 / Avg: 85.01 / Max: 124.21Min: 6.49 / Avg: 94.19 / Max: 158.84Min: 24.13 / Avg: 93.33 / Max: 165.41

PlaidML

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX1224364860Min: 41 / Avg: 47.1 / Max: 52Min: 49 / Avg: 54.4 / Max: 58Min: 39 / Avg: 42.1 / Max: 45Min: 52 / Avg: 55.19 / Max: 59Min: 36 / Avg: 46.06 / Max: 52Min: 38 / Avg: 44.26 / Max: 49Min: 36 / Avg: 44.36 / Max: 51Min: 42 / Avg: 51.43 / Max: 57Min: 37 / Avg: 45.59 / Max: 52Min: 38 / Avg: 44.63 / Max: 51Min: 38 / Avg: 45.63 / Max: 52Min: 39 / Avg: 46.52 / Max: 53Min: 36 / Avg: 42.39 / Max: 47Min: 45 / Avg: 53.21 / Max: 60Min: 36 / Avg: 41.87 / Max: 46Min: 39 / Avg: 43.93 / Max: 50Min: 36 / Avg: 42.24 / Max: 49

PlaidML

FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX122436486014.8315.7916.0716.6818.6323.2220.2623.0322.7826.0826.3525.6022.9727.7832.1927.5652.6829.05

PlaidML

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX4080120160200Min: 23.62 / Avg: 52.3 / Max: 100.05Min: 36.19 / Avg: 66.66 / Max: 133.9Min: 35.3 / Avg: 71.8 / Max: 130.83Min: 6.33 / Avg: 34.39 / Max: 60.91Min: 6.51 / Avg: 39.72 / Max: 74.35Min: 6.92 / Avg: 36.98 / Max: 74.69Min: 11.35 / Avg: 53.31 / Max: 107.06Min: 8.36 / Avg: 45.12 / Max: 91.44Min: 9.8 / Avg: 56.43 / Max: 120.67Min: 10.43 / Avg: 60.79 / Max: 139.03Min: 8.77 / Avg: 59.8 / Max: 132.88Min: 14.88 / Avg: 66.89 / Max: 143.43Min: 15.73 / Avg: 75.18 / Max: 145.8Min: 9.28 / Avg: 65.37 / Max: 139.25Min: 7.96 / Avg: 74.76 / Max: 183.39Min: 8 / Avg: 31.76 / Max: 165Min: 21 / Avg: 36.99 / Max: 201Min: 32.24 / Avg: 87.61 / Max: 201.38

PlaidML

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1224364860Min: 45 / Avg: 48.37 / Max: 52Min: 54 / Avg: 56.11 / Max: 58Min: 41 / Avg: 42.8 / Max: 45Min: 55 / Avg: 56.37 / Max: 58Min: 43 / Avg: 47.88 / Max: 53Min: 44 / Avg: 46.4 / Max: 49Min: 44 / Avg: 47.11 / Max: 51Min: 42 / Avg: 49.72 / Max: 59Min: 42 / Avg: 45.85 / Max: 50Min: 43 / Avg: 45.98 / Max: 51Min: 43 / Avg: 45.65 / Max: 50Min: 46 / Avg: 48.28 / Max: 52Min: 40 / Avg: 42.73 / Max: 47Min: 54 / Avg: 55.91 / Max: 59Min: 40 / Avg: 42.43 / Max: 46Min: 44 / Avg: 45.91 / Max: 49Min: 49 / Avg: 51.67 / Max: 57Min: 38 / Avg: 39.24 / Max: 43Min: 55 / Avg: 58.62 / Max: 63

PlaidML

FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX0.95181.90362.85543.80724.7591.291.631.401.241.311.581.701.481.741.551.551.471.411.622.172.354.232.12

PlaidML

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX4080120160200Min: 25.45 / Avg: 61.56 / Max: 104.99Min: 33.12 / Avg: 66.54 / Max: 135.5Min: 35.29 / Avg: 80.29 / Max: 151.39Min: 6.57 / Avg: 47.69 / Max: 62.44Min: 6.77 / Avg: 55.77 / Max: 75.88Min: 6.93 / Avg: 55.27 / Max: 77.2Min: 11.41 / Avg: 59.29 / Max: 109.55Min: 8.16 / Avg: 66.74 / Max: 95.39Min: 9.96 / Avg: 71.86 / Max: 128.42Min: 10.08 / Avg: 94.98 / Max: 148.4Min: 9.41 / Avg: 95.27 / Max: 148.67Min: 14.66 / Avg: 101.94 / Max: 153.35Min: 17.06 / Avg: 107.86 / Max: 161.23Min: 9.28 / Avg: 98.38 / Max: 149.26Min: 7.18 / Avg: 97.64 / Max: 203.73Min: 8 / Avg: 38.38 / Max: 166Min: 21 / Avg: 34.03 / Max: 194Min: 26.74 / Avg: 107.42 / Max: 218.66

PlaidML

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1326395265Min: 44 / Avg: 51.53 / Max: 58Min: 51 / Avg: 55.31 / Max: 61Min: 41 / Avg: 44.33 / Max: 48Min: 51 / Avg: 57.61 / Max: 63Min: 46 / Avg: 54.77 / Max: 59Min: 48 / Avg: 52.67 / Max: 56Min: 48 / Avg: 54.65 / Max: 59Min: 43 / Avg: 51.23 / Max: 61Min: 44 / Avg: 50.73 / Max: 55Min: 44 / Avg: 49.7 / Max: 58Min: 45 / Avg: 51.65 / Max: 58Min: 49 / Avg: 54.73 / Max: 60Min: 42 / Avg: 47.79 / Max: 52Min: 57 / Avg: 62.63 / Max: 67Min: 43 / Avg: 48 / Max: 52Min: 45 / Avg: 48.38 / Max: 55Min: 47 / Avg: 52.27 / Max: 66Min: 36 / Avg: 38.49 / Max: 45Min: 50 / Avg: 53.57 / Max: 60

PlaidML

FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX2468103.483.834.964.875.906.635.135.825.736.016.246.456.167.488.144.165.727.85

PlaidML

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX306090120150Min: 24.51 / Avg: 65.27 / Max: 103.19Min: 36.16 / Avg: 82.25 / Max: 155.43Min: 35.4 / Avg: 80.4 / Max: 160.01Min: 6.53 / Avg: 41.35 / Max: 58.89Min: 6.81 / Avg: 45.61 / Max: 70.76Min: 6.95 / Avg: 43.66 / Max: 68.27Min: 11.5 / Avg: 58.25 / Max: 91.15Min: 8.3 / Avg: 53.76 / Max: 85.43Min: 9.89 / Avg: 68.07 / Max: 115.61Min: 9.85 / Avg: 72.9 / Max: 120.67Min: 9.94 / Avg: 71.27 / Max: 114.73Min: 14.73 / Avg: 77.52 / Max: 120.59Min: 16.11 / Avg: 88.43 / Max: 134.68Min: 9.31 / Avg: 78.65 / Max: 123.51Min: 7.96 / Avg: 92.65 / Max: 172.43Min: 8 / Avg: 63.77 / Max: 165Min: 21 / Avg: 54.88 / Max: 142Min: 25.76 / Avg: 98.8 / Max: 176.19

PlaidML

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1326395265Min: 48 / Avg: 52.93 / Max: 56Min: 55 / Avg: 59.63 / Max: 63Min: 43 / Avg: 45.07 / Max: 47Min: 56 / Avg: 59.11 / Max: 62Min: 47 / Avg: 53.79 / Max: 58Min: 50 / Avg: 52.73 / Max: 55Min: 49 / Avg: 53.32 / Max: 56Min: 43 / Avg: 51.52 / Max: 57Min: 44 / Avg: 49.12 / Max: 52Min: 47 / Avg: 50.95 / Max: 55Min: 46 / Avg: 50.76 / Max: 54Min: 50 / Avg: 53.33 / Max: 56Min: 43 / Avg: 46.77 / Max: 49Min: 58 / Avg: 60.73 / Max: 63Min: 44 / Avg: 46.93 / Max: 49Min: 47 / Avg: 50.16 / Max: 53Min: 52 / Avg: 57.77 / Max: 64Min: 39 / Avg: 41.29 / Max: 45Min: 51 / Avg: 53.47 / Max: 56

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.26Backend: OpenCLGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX2040608010053.8368.7273.8647.4057.1962.3961.6865.8168.2974.5674.9279.8279.0690.1890.1776.80107.8892.25

LeelaChessZero

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.26GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX50100150200250Min: 24.89 / Avg: 110.21 / Max: 121.15Min: 32.1 / Avg: 141.88 / Max: 158.33Min: 38.49 / Avg: 171.42 / Max: 192.49Min: 6.78 / Avg: 65.42 / Max: 69.66Min: 7.1 / Avg: 90.06 / Max: 97.22Min: 7.22 / Avg: 94.49 / Max: 103.26Min: 13.18 / Avg: 119.43 / Max: 127.66Min: 8.23 / Avg: 117.51 / Max: 127.83Min: 9.98 / Avg: 150.69 / Max: 164.05Min: 10.41 / Avg: 165.45 / Max: 177.84Min: 10.41 / Avg: 164.33 / Max: 179.55Min: 16.33 / Avg: 184.55 / Max: 211.14Min: 16.75 / Avg: 195.31 / Max: 219.29Min: 9.63 / Avg: 194.07 / Max: 228.85Min: 8.08 / Avg: 242.19 / Max: 270.23Min: 8 / Avg: 149.44 / Max: 167Min: 21 / Avg: 204.18 / Max: 260Min: 29.44 / Avg: 243.07 / Max: 285.71

LeelaChessZero

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterLeelaChessZero 0.26GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1632486480Min: 55 / Avg: 67.85 / Max: 69Min: 62 / Avg: 76.77 / Max: 78Min: 42 / Avg: 54.96 / Max: 57Min: 64 / Avg: 81.05 / Max: 83Min: 51 / Avg: 66.26 / Max: 67Min: 54 / Avg: 64.93 / Max: 66Min: 57 / Avg: 72.92 / Max: 74Min: 44 / Avg: 66.63 / Max: 68Min: 47 / Avg: 64.77 / Max: 66Min: 52 / Avg: 71.03 / Max: 73Min: 51 / Avg: 71.87 / Max: 74Min: 55 / Avg: 73.93 / Max: 75Min: 49 / Avg: 68.78 / Max: 71Min: 62 / Avg: 81.37 / Max: 83Min: 50 / Avg: 70.11 / Max: 73Min: 52 / Avg: 75.77 / Max: 78Min: 48 / Avg: 70.84 / Max: 75Min: 37 / Avg: 68.26 / Max: 76Min: 51 / Avg: 73.94 / Max: 77

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX36912152.983.013.102.883.763.774.454.564.525.225.664.824.965.855.333.3710.715.58

cl-mem

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX306090120150Min: 6.43 / Avg: 51.86 / Max: 65.6Min: 8.06 / Avg: 68.47 / Max: 88.51Min: 7.73 / Avg: 74.08 / Max: 97.87Min: 5.86 / Avg: 37.78 / Max: 50.37Min: 6.61 / Avg: 44.43 / Max: 62.88Min: 6.76 / Avg: 43.53 / Max: 62.07Min: 11.46 / Avg: 66.65 / Max: 106.04Min: 7.91 / Avg: 55.05 / Max: 81.15Min: 9.66 / Avg: 65.73 / Max: 95.06Min: 9.64 / Avg: 76.07 / Max: 126.07Min: 7.94 / Avg: 70.09 / Max: 119.29Min: 14.69 / Avg: 82.27 / Max: 130.98Min: 14.7 / Avg: 79.89 / Max: 122.73Min: 9.01 / Avg: 74.81 / Max: 121.28Min: 6.34 / Avg: 102.41 / Max: 177.98Min: 9 / Avg: 98.57 / Max: 165Min: 21 / Avg: 70.6 / Max: 178Min: 24.41 / Avg: 101.82 / Max: 176.14

cl-mem

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1326395265Min: 37 / Avg: 43.07 / Max: 46Min: 46 / Avg: 50.74 / Max: 54Min: 37 / Avg: 40.67 / Max: 43Min: 47 / Avg: 51.85 / Max: 55Min: 32 / Avg: 40.14 / Max: 45Min: 35 / Avg: 39.97 / Max: 43Min: 35 / Avg: 41.72 / Max: 46Min: 45 / Avg: 51.63 / Max: 58Min: 34 / Avg: 40.98 / Max: 46Min: 36 / Avg: 43.18 / Max: 48Min: 34 / Avg: 41.84 / Max: 47Min: 37 / Avg: 43.88 / Max: 49Min: 34 / Avg: 39.4 / Max: 43Min: 44 / Avg: 51.47 / Max: 57Min: 35 / Avg: 40.7 / Max: 44Min: 38 / Avg: 43.54 / Max: 48Min: 56 / Avg: 62.76 / Max: 68Min: 53 / Avg: 57.76 / Max: 64Min: 38 / Avg: 43.98 / Max: 49

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX36912152.762.832.942.743.273.623.634.223.934.404.553.884.174.524.523.409.564.68

cl-mem

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX306090120150Min: 24.31 / Avg: 53.67 / Max: 65.12Min: 31.42 / Avg: 70.62 / Max: 89.23Min: 35.2 / Avg: 76.67 / Max: 98.18Min: 5.9 / Avg: 38.15 / Max: 50.33Min: 6.61 / Avg: 44.61 / Max: 63.24Min: 6.89 / Avg: 43.43 / Max: 62.17Min: 11.14 / Avg: 66.31 / Max: 103.06Min: 7.88 / Avg: 53.03 / Max: 81.55Min: 9.72 / Avg: 65.87 / Max: 95.18Min: 9.7 / Avg: 77.53 / Max: 126.24Min: 9.11 / Avg: 72.24 / Max: 119.83Min: 14.71 / Avg: 83.17 / Max: 130.62Min: 15.4 / Avg: 81 / Max: 123.59Min: 9.1 / Avg: 78.12 / Max: 121.36Min: 6.92 / Avg: 99.36 / Max: 179.45Min: 9 / Avg: 98.78 / Max: 165Min: 20 / Avg: 70.52 / Max: 176Min: 24.62 / Avg: 105.03 / Max: 180.29

cl-mem

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1326395265Min: 43 / Avg: 46 / Max: 48Min: 52 / Avg: 54.31 / Max: 56Min: 40 / Avg: 42.17 / Max: 43Min: 54 / Avg: 55.48 / Max: 57Min: 38 / Avg: 44.77 / Max: 48Min: 39 / Avg: 43.17 / Max: 46Min: 41 / Avg: 45.95 / Max: 49Min: 43 / Avg: 51.57 / Max: 57Min: 39 / Avg: 44.42 / Max: 48Min: 41 / Avg: 46.02 / Max: 49Min: 39 / Avg: 44.81 / Max: 49Min: 43 / Avg: 48.16 / Max: 52Min: 37 / Avg: 41.82 / Max: 45Min: 51 / Avg: 56.39 / Max: 60Min: 38 / Avg: 42.8 / Max: 46Min: 42 / Avg: 46.55 / Max: 50Min: 51 / Avg: 59.54 / Max: 64Min: 50 / Avg: 52.24 / Max: 55Min: 42 / Avg: 47.1 / Max: 51

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX0.88431.76862.65293.53724.42152.692.582.742.603.233.373.663.783.603.763.703.483.563.933.391.873.622.97

cl-mem

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX306090120150Min: 6.63 / Avg: 51.44 / Max: 65.21Min: 31.52 / Avg: 71.15 / Max: 89.67Min: 40.62 / Avg: 75.69 / Max: 96.37Min: 6.04 / Avg: 38.17 / Max: 50.72Min: 6.76 / Avg: 44.51 / Max: 63.05Min: 6.88 / Avg: 43.23 / Max: 62.12Min: 11.35 / Avg: 65.62 / Max: 103.9Min: 8.15 / Avg: 55.88 / Max: 81.89Min: 9.82 / Avg: 66.41 / Max: 95.02Min: 9.53 / Avg: 76.61 / Max: 127.01Min: 8.9 / Avg: 76.97 / Max: 119.89Min: 14.69 / Avg: 83.86 / Max: 130.59Min: 15.43 / Avg: 81.51 / Max: 124.13Min: 9.12 / Avg: 76.7 / Max: 121.49Min: 6.91 / Avg: 95.45 / Max: 179.38Min: 10 / Avg: 98.07 / Max: 165Min: 21 / Avg: 73 / Max: 177Min: 24.83 / Avg: 108.7 / Max: 182.31

cl-mem

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1326395265Min: 41 / Avg: 45.85 / Max: 48Min: 54 / Avg: 55.55 / Max: 57Min: 40 / Avg: 42.57 / Max: 44Min: 55 / Avg: 56.15 / Max: 57Min: 41 / Avg: 46.97 / Max: 50Min: 41 / Avg: 44.91 / Max: 47Min: 43 / Avg: 48.22 / Max: 51Min: 43 / Avg: 51.52 / Max: 57Min: 41 / Avg: 45.88 / Max: 49Min: 42 / Avg: 47.19 / Max: 50Min: 40 / Avg: 45.84 / Max: 49Min: 45 / Avg: 49.78 / Max: 53Min: 39 / Avg: 42.89 / Max: 46Min: 53 / Avg: 57.84 / Max: 61Min: 40 / Avg: 43.87 / Max: 47Min: 44 / Avg: 47.91 / Max: 51Min: 52 / Avg: 61.14 / Max: 66Min: 49 / Avg: 52.56 / Max: 56Min: 44 / Avg: 48.5 / Max: 52

MandelGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX900K1800K2700K3600K4500K1865313.242106550.522450550.942875574.333406236.853615143.302835520.583300105.692986480.823246088.293369143.183463394.613430972.393966294.184199725.881726696.542888756.723918310.99

MandelGPU

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterMandelGPU 1.3pts1GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX50100150200250Min: 24.32 / Avg: 69.85 / Max: 93.11Min: 31.33 / Avg: 87.38 / Max: 126.34Min: 34.87 / Avg: 94.6 / Max: 150.78Min: 6.41 / Avg: 46 / Max: 66.5Min: 6.73 / Avg: 54.61 / Max: 88.86Min: 6.95 / Avg: 53.61 / Max: 90.51Min: 11.37 / Avg: 70.83 / Max: 115.9Min: 8 / Avg: 63.9 / Max: 110.08Min: 9.83 / Avg: 84.69 / Max: 152.83Min: 9.7 / Avg: 86.85 / Max: 166.27Min: 9.77 / Avg: 84.48 / Max: 163.29Min: 14.94 / Avg: 93.28 / Max: 182.87Min: 15.84 / Avg: 100.66 / Max: 206.01Min: 9.1 / Avg: 94.4 / Max: 206.38Min: 6.9 / Avg: 106.89 / Max: 262.87Min: 10 / Avg: 99.95 / Max: 165Min: 21 / Avg: 75.08 / Max: 173Min: 25.07 / Avg: 122.71 / Max: 281.34

MandelGPU

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterMandelGPU 1.3pts1GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1326395265Min: 45 / Avg: 50.48 / Max: 55Min: 52 / Avg: 59.08 / Max: 64Min: 41 / Avg: 44.84 / Max: 47Min: 53 / Avg: 59.89 / Max: 65Min: 42 / Avg: 52.92 / Max: 59Min: 43 / Avg: 48.53 / Max: 53Min: 45 / Avg: 52.95 / Max: 59Min: 43 / Avg: 53.48 / Max: 61Min: 41 / Avg: 49.47 / Max: 56Min: 43 / Avg: 51.32 / Max: 59Min: 41 / Avg: 48.95 / Max: 56Min: 46 / Avg: 52.72 / Max: 59Min: 39 / Avg: 45.27 / Max: 51Min: 54 / Avg: 61.07 / Max: 67Min: 41 / Avg: 46.02 / Max: 52Min: 45 / Avg: 49.86 / Max: 56Min: 52 / Avg: 57.98 / Max: 62Min: 50 / Avg: 53.68 / Max: 56Min: 45 / Avg: 50.53 / Max: 57

ViennaCL

OpenCL LU Factorization

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX0.78531.57062.35593.14123.92651.511.301.263.423.303.492.263.072.342.032.231.861.751.841.772.082.071.67

ViennaCL

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterViennaCL 1.4.2GPU Power Consumption MonitorGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX306090120150Min: 34.44 / Avg: 40.91 / Max: 71.78Min: 33.63 / Avg: 50.93 / Max: 96.7Min: 49.31 / Avg: 56.2 / Max: 116.21Min: 6.17 / Avg: 18.42 / Max: 43.15Min: 6.75 / Avg: 20.56 / Max: 54.86Min: 6.95 / Avg: 19.41 / Max: 47.72Min: 11.19 / Avg: 30.09 / Max: 64.31Min: 7.7 / Avg: 22.8 / Max: 65.67Min: 9.73 / Avg: 31.35 / Max: 62.34Min: 9.76 / Avg: 35.74 / Max: 73.4Min: 9.7 / Avg: 32.61 / Max: 65.34Min: 14.92 / Avg: 39.95 / Max: 82.68Min: 15.57 / Avg: 42.71 / Max: 87.19Min: 9.43 / Avg: 41.34 / Max: 73.77Min: 6.57 / Avg: 42.9 / Max: 86.91Min: 9 / Avg: 15.77 / Max: 50Min: 21 / Avg: 24.49 / Max: 143Min: 24.9 / Avg: 46.01 / Max: 85.54

ViennaCL

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterViennaCL 1.4.2GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1224364860Min: 45 / Avg: 46.77 / Max: 50Min: 53 / Avg: 54.95 / Max: 58Min: 40 / Avg: 41.46 / Max: 43Min: 53 / Avg: 56.03 / Max: 59Min: 40 / Avg: 43.69 / Max: 48Min: 42 / Avg: 44.24 / Max: 47Min: 43 / Avg: 45.83 / Max: 49Min: 42 / Avg: 46.49 / Max: 52Min: 38 / Avg: 40.59 / Max: 44Min: 42 / Avg: 44.47 / Max: 48Min: 39 / Avg: 42.07 / Max: 45Min: 43 / Avg: 45.98 / Max: 50Min: 38 / Avg: 40.21 / Max: 43Min: 50 / Avg: 53.9 / Max: 58Min: 40 / Avg: 42.05 / Max: 44Min: 43 / Avg: 45.38 / Max: 48Min: 47 / Avg: 47.61 / Max: 50Min: 45 / Avg: 47.71 / Max: 51Min: 43 / Avg: 45.46 / Max: 49

GPU Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 1060GTX 1070GTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX60120180240300Min: 6.24 / Avg: 64.43 / Max: 128.04Min: 6.84 / Avg: 82.21 / Max: 159.92Min: 6.47 / Avg: 92.36 / Max: 196.24Min: 5.55 / Avg: 37.62 / Max: 70.94Min: 6.47 / Avg: 47.87 / Max: 99.24Min: 6.72 / Avg: 45.57 / Max: 122.32Min: 10.68 / Avg: 67.65 / Max: 128.36Min: 7.22 / Avg: 59.54 / Max: 132.74Min: 9.59 / Avg: 74.07 / Max: 165.3Min: 9.27 / Avg: 88.74 / Max: 180.97Min: 7.57 / Avg: 85.38 / Max: 180.92Min: 14.36 / Avg: 96.17 / Max: 217.58Min: 13.71 / Avg: 103.45 / Max: 219.93Min: 8.85 / Avg: 91.93 / Max: 248.16Min: 5.74 / Avg: 124.11 / Max: 273.84Min: 8 / Avg: 86.42 / Max: 167Min: 20 / Avg: 94.25 / Max: 260Min: 24.02 / Avg: 126.58 / Max: 312.98

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRX Vega 56Radeon VIITITAN RTX1632486480Min: 32 / Avg: 52.77 / Max: 69Min: 29 / Avg: 59.81 / Max: 78Min: 32 / Avg: 45.46 / Max: 58Min: 28 / Avg: 61.17 / Max: 83Min: 27 / Avg: 49.62 / Max: 67Min: 30 / Avg: 50.85 / Max: 66Min: 30 / Avg: 51.27 / Max: 76Min: 33 / Avg: 55.48 / Max: 68Min: 29 / Avg: 48.98 / Max: 66Min: 29 / Avg: 51.56 / Max: 73Min: 33 / Avg: 53.72 / Max: 74Min: 29 / Avg: 54.87 / Max: 76Min: 29 / Avg: 50.76 / Max: 71Min: 28 / Avg: 62.06 / Max: 83Min: 28 / Avg: 49.61 / Max: 73Min: 29 / Avg: 56.11 / Max: 78Min: 39 / Avg: 59.17 / Max: 75Min: 31 / Avg: 50.09 / Max: 76Min: 35 / Avg: 55.61 / Max: 78

Meta Performance Per Watts

Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsRX Vega 56Radeon VII300600900120015001383.701568.93

Phoronix Test Suite v10.8.5