NVIDIA Compute Comparison

Benchmarks for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2011309-HA-NVIDIACOM49
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
CPU Massive 4 Tests
Creator Workloads 2 Tests
HPC - High Performance Computing 3 Tests
Machine Learning 2 Tests
Multi-Core 3 Tests
NVIDIA GPU Compute 12 Tests
OpenCL 2 Tests
Renderers 2 Tests
Server CPU Tests 2 Tests
Vulkan Compute 3 Tests

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Result
Identifier
Performance Per
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Date
Run
  Test
  Duration
GTX 1060
November 24 2020
  4 Hours, 48 Minutes
GTX 1660 SUPER
November 25 2020
  4 Hours, 47 Minutes
GTX 1660 Ti
November 23 2020
  5 Hours, 15 Minutes
RTX 2060
November 23 2020
  3 Hours, 21 Minutes
RTX 2060 SUPER
November 24 2020
  3 Hours, 22 Minutes
RTX 2070
November 22 2020
  3 Hours, 15 Minutes
RTX 2070 SUPER
November 22 2020
  2 Hours, 58 Minutes
RTX 2080
November 21 2020
  3 Hours, 3 Minutes
RTX 2080 SUPER
November 22 2020
  2 Hours, 21 Minutes
RTX 2080 Ti
November 23 2020
  2 Hours, 16 Minutes
TITAN RTX
November 24 2020
  2 Hours, 28 Minutes
RTX 3060 Ti
November 25 2020
  2 Hours, 30 Minutes
RTX 3080
November 21 2020
  2 Hours, 27 Minutes
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  3 Hours, 18 Minutes

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NVIDIA Compute ComparisonOpenBenchmarking.orgPhoronix Test Suite 10.6.1AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS)AMD Starship/Matisse16GB2000GB Corsair Force MP600 + 2000GBNVIDIA GeForce GTX 1060 6GB (1506/4006MHz)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 (1605/7000MHz)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 (555/810MHz)NVIDIA GeForce RTX 3060 Ti 8GB (1665/7000MHz)NVIDIA GeForce RTX 3080 10GB (1710/9501MHz)NVIDIA GP106 HD AudioNVIDIA TU116 HD AudioNVIDIA TU106 HD AudioNVIDIA TU104 HD AudioNVIDIA TU102 HD AudioNVIDIA Device 228bNVIDIA Device 1aefASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.4.0-54-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8NVIDIA 455.45.014.6.0OpenCL 1.2 CUDA 11.1.1141.2.142GCC 9.3.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudiosMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionNVIDIA Compute Comparison BenchmarksSystem Logs- --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=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,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 -v - Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0xa201009- GTX 1060: GPU Compute Cores: 1280- 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: 4608- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 3080: GPU Compute Cores: 8704- Python 2.7.18 + Python 3.8.5- 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 IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080Logarithmic Result OverviewPhoronix Test Suite 10.6.1OctaneBenchclpeakRedShift DemoGeekbenchLuxCoreRender OpenCLLeelaChessZeroIndigoBenchVkFFTPlaidMLRealSR-NCNNArrayFireFAHBenchWaifu2x-NCNN VulkanBlender

GTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080Per Watt Result OverviewPhoronix Test Suite 10.6.1100%151%202%253%clpeakGeekbenchPlaidMLLeelaChessZeroOctaneBenchLuxCoreRender OpenCLVkFFTIndigoBenchFAHBenchP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

NVIDIA Compute Comparisonwaifu2x-ncnn: 2x - 3 - Yesfahbench: octanebench: Total Scoreluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: DLSCluxcorerender-cl: Rainbow Colors and Prismluxcorerender-cl: Foodarrayfire: Conjugate Gradient OpenCLclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - DenseNet 201 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLlczero: OpenCLredshift: blender: BMW27 - NVIDIA OptiXblender: Classroom - NVIDIA OptiXblender: Fishy Cat - NVIDIA OptiXblender: Pabellon Barcelona - NVIDIA OptiXblender: Barbershop - NVIDIA OptiXvkfft: realsr-ncnn: 4x - Yesrealsr-ncnn: 4x - Noindigobench: OpenCL GPU - Supercarindigobench: OpenCL GPU - Bedroomgeekbench: GPU OpenCLgeekbench: GPU NVIDIA CUDAgeekbench: GPU VulkanGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 30809.251101.290280.907511.451.735.340.635.0234095.43150.151226.28982.70778.9978.97226.1559251064170.15548.35344.25973.8712788144.62820.12810.2823.5473679833671378447.060136.0813131.8566782.202.605.541.052.6704543.04170.634308.231371.101075.0799.49296.82732476478.26270.19165.55476.552593.9518450120.90717.21415.2414.6626468066387603517.243129.4973124.7371611.962.374.76416670.993.2284448.17173.674443.721351.92985.9793.61299.07705183383.09281.98168.18489.372732.3217097123.84817.73314.3044.3606487167003590635.792180.9695192.5980862.763.317.831.172.6715480.01229.295248.431696.451282.52124.27389.451024947937.35149.3168.22210.221783.162088386.60212.93618.2525.5348071283535726895.553189.0783225.4088223.263.9610.451.172.1986758.49245.516753.791952.071509.02137.81416.151128440233.87154.2563.22209.051877.552497580.58712.37721.6666.8658707690572757505.211205.4939242.7253563.514.1910.981.272.0947203.49267.767134.162008.991580.07148.07447.061272337331.96147.1658.17198.241803.972660074.80611.53723.4307.3949380599664851254.769227.7661258.4720713.574.299.861.782.0768537.01306.518494.992297.001707.65148.55498.241433235226.4190.5148.84135.341002.412768263.75410.20624.4907.677105899110450960824.582242.5543259.1629933.484.208.951.792.0949117.91343.499509.302340.011714.00150.94544.721575834229.5387.2645.98135.02974.802856460.0959.61124.8257.711114773121856984874.368257.4767265.1499653.614.349.031.881.91710190.43373.0410455.182480.881831.76159.34587.721791532526.3982.6043.57130.28917.273072054.7839.03125.4787.8841242721282771083593.835300.8935349.4127084.605.6512.082.111.67813338.39516.5313253.583227.212405.89211.01747.502326924719.8373.9133.09104.80902.943738444.7257.74333.19010.9131525831678581324894.124270.6805350.6624994.425.4612.131.991.75613604.68498.1413266.223284.452394.82208.22718.512108425621.2682.3135.12114.001002.973693345.5538.00931.75710.5881511481558671280034.236234.5598378.7130335.797.1316.842.802.09416012.88302.828290.912439.191875.83177.04686.662284224018.0655.9537.2486.20581.543206552.4688.63333.52011.3941324211367971123213.519306.7671537.2420477.269.2920.823.541.62728088.78514.4014574.473725.402995.56243.50975.562838917214.9641.2922.7359.14458.514963135.7206.57643.58916.595197267208331158724OpenBenchmarking.org

Waifu2x-NCNN Vulkan

Waifu2x-NCNN is an NCNN neural network implementation of the Waifu2x converter project and accelerated using the Vulkan API. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10603691215SE +/- 0.028, N = 9SE +/- 0.021, N = 8SE +/- 0.023, N = 8SE +/- 0.032, N = 8SE +/- 0.020, N = 8SE +/- 0.020, N = 8SE +/- 0.028, N = 8SE +/- 0.022, N = 7SE +/- 0.030, N = 7SE +/- 0.029, N = 7SE +/- 0.026, N = 6SE +/- 0.030, N = 6SE +/- 0.036, N = 53.5193.8354.1244.2364.3684.5824.7695.2115.5535.7927.0607.2439.251
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10603691215Min: 3.45 / Avg: 3.52 / Max: 3.73Min: 3.78 / Avg: 3.84 / Max: 3.98Min: 4.06 / Avg: 4.12 / Max: 4.27Min: 4.18 / Avg: 4.24 / Max: 4.46Min: 4.31 / Avg: 4.37 / Max: 4.5Min: 4.54 / Avg: 4.58 / Max: 4.72Min: 4.69 / Avg: 4.77 / Max: 4.95Min: 5.17 / Avg: 5.21 / Max: 5.34Min: 5.47 / Avg: 5.55 / Max: 5.71Min: 5.72 / Avg: 5.79 / Max: 5.95Min: 7 / Avg: 7.06 / Max: 7.18Min: 7.13 / Avg: 7.24 / Max: 7.34Min: 9.18 / Avg: 9.25 / Max: 9.37

FAHBench

FAHBench is a Folding@Home benchmark on the GPU. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106070140210280350SE +/- 0.28, N = 3SE +/- 0.36, N = 3SE +/- 1.07, N = 3SE +/- 0.32, N = 3SE +/- 0.19, N = 3SE +/- 0.19, N = 3SE +/- 0.17, N = 3SE +/- 0.40, N = 3SE +/- 0.37, N = 3SE +/- 0.21, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 3SE +/- 0.02, N = 3306.77300.89270.68257.48242.55234.56227.77205.49189.08180.97136.08129.50101.29
OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106060120180240300Min: 306.27 / Avg: 306.77 / Max: 307.22Min: 300.18 / Avg: 300.89 / Max: 301.31Min: 268.58 / Avg: 270.68 / Max: 272.09Min: 257.05 / Avg: 257.48 / Max: 258.11Min: 242.21 / Avg: 242.55 / Max: 242.88Min: 234.24 / Avg: 234.56 / Max: 234.9Min: 227.42 / Avg: 227.77 / Max: 228Min: 205.04 / Avg: 205.49 / Max: 206.29Min: 188.7 / Avg: 189.08 / Max: 189.82Min: 180.63 / Avg: 180.97 / Max: 181.36Min: 135.9 / Avg: 136.08 / Max: 136.2Min: 129.1 / Avg: 129.5 / Max: 129.8Min: 101.26 / Avg: 101.29 / Max: 101.31

OctaneBench

OctaneBench is a test of the OctaneRender on the GPU and requires the use of NVIDIA CUDA. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060120240360480600537.24378.71350.66349.41265.15259.16258.47242.73225.41192.60131.86124.7480.91

LuxCoreRender OpenCL

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on OpenCL accelerators/GPUs. The alternative luxcorerender test profile is for CPU execution due to a difference in tests, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060246810SE +/- 0.07, N = 14SE +/- 0.11, N = 12SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 12SE +/- 0.01, N = 3SE +/- 0.04, N = 12SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 127.265.794.604.423.613.573.513.483.262.762.201.961.45MIN: 0.15 / MAX: 8.46MIN: 0.12 / MAX: 6.75MIN: 0.27 / MAX: 5.34MIN: 0.27 / MAX: 5.17MIN: 0.23 / MAX: 4.14MIN: 0.12 / MAX: 4.19MIN: 0.23 / MAX: 4.01MIN: 0.14 / MAX: 4.06MIN: 0.23 / MAX: 3.79MIN: 0.24 / MAX: 3.15MIN: 0.2 / MAX: 2.52MIN: 0.23 / MAX: 2.27MIN: 0.12 / MAX: 1.67
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10603691215Min: 6.42 / Avg: 7.26 / Max: 7.4Min: 4.61 / Avg: 5.79 / Max: 5.99Min: 4.56 / Avg: 4.6 / Max: 4.63Min: 4.36 / Avg: 4.42 / Max: 4.52Min: 3.6 / Avg: 3.61 / Max: 3.63Min: 2.91 / Avg: 3.57 / Max: 3.69Min: 3.5 / Avg: 3.51 / Max: 3.53Min: 3.01 / Avg: 3.48 / Max: 3.55Min: 3.22 / Avg: 3.26 / Max: 3.29Min: 2.74 / Avg: 2.76 / Max: 2.78Min: 2.18 / Avg: 2.2 / Max: 2.22Min: 1.94 / Avg: 1.96 / Max: 2Min: 1.16 / Avg: 1.45 / Max: 1.49

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10603691215SE +/- 0.15, N = 12SE +/- 0.14, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 12SE +/- 0.06, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 129.297.135.655.464.344.294.204.193.963.312.602.371.73MIN: 3.1 / MAX: 9.73MIN: 1.94 / MAX: 7.5MIN: 5.25 / MAX: 5.77MIN: 3.9 / MAX: 5.67MIN: 3.08 / MAX: 4.47MIN: 1.19 / MAX: 4.5MIN: 1.51 / MAX: 4.4MIN: 4.09 / MAX: 4.28MIN: 3.76 / MAX: 4.1MIN: 1.83 / MAX: 3.4MIN: 2.33 / MAX: 2.67MIN: 2.26 / MAX: 2.42MIN: 0.43 / MAX: 1.81
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10603691215Min: 7.61 / Avg: 9.29 / Max: 9.5Min: 5.62 / Avg: 7.13 / Max: 7.29Min: 5.64 / Avg: 5.65 / Max: 5.67Min: 5.45 / Avg: 5.46 / Max: 5.48Min: 4.31 / Avg: 4.34 / Max: 4.37Min: 3.42 / Avg: 4.29 / Max: 4.39Min: 3.53 / Avg: 4.2 / Max: 4.28Min: 4.18 / Avg: 4.19 / Max: 4.19Min: 3.94 / Avg: 3.96 / Max: 3.97Min: 3.29 / Avg: 3.31 / Max: 3.32Min: 2.59 / Avg: 2.6 / Max: 2.6Min: 2.36 / Avg: 2.37 / Max: 2.37Min: 1.38 / Avg: 1.73 / Max: 1.77

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2070RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2060GTX 1660 SUPERGTX 1060GTX 1660 Ti510152025SE +/- 0.4586334, N = 15SE +/- 0.5108456, N = 15SE +/- 0.0783102, N = 4SE +/- 0.0331742, N = 4SE +/- 0.0543537, N = 4SE +/- 0.0319774, N = 4SE +/- 0.2639327, N = 12SE +/- 0.0522772, N = 3SE +/- 0.1793871, N = 12SE +/- 0.0353073, N = 3SE +/- 0.0320724, N = 3SE +/- 0.1074070, N = 12SE +/- 0.0048958, N = 320.820000016.840000012.130000012.080000010.980000010.45000009.86000009.03000008.95000007.83000005.54000005.34000004.7641667MIN: 11.17 / MAX: 22.47MIN: 6.81 / MAX: 18.28MIN: 11.08 / MAX: 12.83MIN: 9.2 / MAX: 12.83MIN: 9.77 / MAX: 11.57MIN: 9.04 / MAX: 11.03MIN: 3.83 / MAX: 10.58MIN: 6.18 / MAX: 9.55MIN: 4.35 / MAX: 9.64MIN: 6.32 / MAX: 8.15MIN: 4.4 / MAX: 5.82MIN: 1.87 / MAX: 5.68MIN: 3.69 / MAX: 4.95
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2070RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2060GTX 1660 SUPERGTX 1060GTX 1660 Ti510152025Min: 14.48 / Avg: 20.82 / Max: 21.7Min: 9.81 / Avg: 16.84 / Max: 17.67Min: 11.96 / Avg: 12.13 / Max: 12.34Min: 12.02 / Avg: 12.08 / Max: 12.17Min: 10.87 / Avg: 10.98 / Max: 11.13Min: 10.37 / Avg: 10.45 / Max: 10.52Min: 6.97 / Avg: 9.86 / Max: 10.24Min: 8.93 / Avg: 9.03 / Max: 9.09Min: 6.99 / Avg: 8.95 / Max: 9.23Min: 7.76 / Avg: 7.83 / Max: 7.89Min: 5.49 / Avg: 5.54 / Max: 5.6Min: 4.16 / Avg: 5.34 / Max: 5.47Min: 4.75 / Avg: 4.76 / Max: 4.77

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10600.79651.5932.38953.1863.9825SE +/- 0.06, N = 12SE +/- 0.06, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 12SE +/- 0.04, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 123.542.802.111.991.881.791.781.271.171.171.050.990.63MIN: 0.17 / MAX: 4.48MIN: 0.19 / MAX: 3.53MIN: 0.24 / MAX: 2.63MIN: 0.21 / MAX: 2.46MIN: 0.21 / MAX: 2.32MIN: 0.17 / MAX: 2.23MIN: 0.13 / MAX: 2.23MIN: 0.23 / MAX: 1.52MIN: 0.21 / MAX: 1.44MIN: 0.22 / MAX: 1.39MIN: 0.21 / MAX: 1.25MIN: 0.22 / MAX: 1.17MIN: 0.14 / MAX: 0.76
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060246810Min: 2.86 / Avg: 3.54 / Max: 3.66Min: 2.13 / Avg: 2.8 / Max: 2.91Min: 2.1 / Avg: 2.11 / Max: 2.13Min: 1.97 / Avg: 1.99 / Max: 2Min: 1.85 / Avg: 1.88 / Max: 1.9Min: 1.46 / Avg: 1.79 / Max: 1.84Min: 1.33 / Avg: 1.78 / Max: 1.84Min: 1.27 / Avg: 1.27 / Max: 1.28Min: 1.15 / Avg: 1.17 / Max: 1.19Min: 1.15 / Avg: 1.17 / Max: 1.18Min: 1.04 / Avg: 1.05 / Max: 1.07Min: 0.97 / Avg: 0.99 / Max: 1.01Min: 0.48 / Avg: 0.63 / Max: 0.65

ArrayFire

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080RTX 3060 TiRTX 2060 SUPERGTX 1660 SUPERRTX 2060GTX 1660 TiGTX 10601.13022.26043.39064.52085.651SE +/- 0.009, N = 9SE +/- 0.003, N = 10SE +/- 0.006, N = 10SE +/- 0.011, N = 10SE +/- 0.008, N = 10SE +/- 0.002, N = 10SE +/- 0.009, N = 9SE +/- 0.003, N = 10SE +/- 0.004, N = 10SE +/- 0.014, N = 10SE +/- 0.009, N = 10SE +/- 0.003, N = 10SE +/- 0.015, N = 91.6271.6781.7561.9172.0762.0942.0942.0942.1982.6702.6713.2285.0231. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080RTX 3060 TiRTX 2060 SUPERGTX 1660 SUPERRTX 2060GTX 1660 TiGTX 1060246810Min: 1.6 / Avg: 1.63 / Max: 1.69Min: 1.66 / Avg: 1.68 / Max: 1.69Min: 1.73 / Avg: 1.76 / Max: 1.79Min: 1.9 / Avg: 1.92 / Max: 2Min: 2.06 / Avg: 2.08 / Max: 2.15Min: 2.08 / Avg: 2.09 / Max: 2.11Min: 2.07 / Avg: 2.09 / Max: 2.14Min: 2.09 / Avg: 2.09 / Max: 2.12Min: 2.18 / Avg: 2.2 / Max: 2.22Min: 2.63 / Avg: 2.67 / Max: 2.75Min: 2.65 / Avg: 2.67 / Max: 2.74Min: 3.22 / Avg: 3.23 / Max: 3.25Min: 5 / Avg: 5.02 / Max: 5.141. (CXX) g++ options: -rdynamic

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10606K12K18K24K30KSE +/- 211.97, N = 13SE +/- 24.65, N = 13SE +/- 131.35, N = 15SE +/- 160.87, N = 15SE +/- 94.85, N = 15SE +/- 74.65, N = 12SE +/- 86.35, N = 15SE +/- 93.84, N = 15SE +/- 72.24, N = 15SE +/- 104.44, N = 15SE +/- 29.82, N = 12SE +/- 45.28, N = 15SE +/- 65.66, N = 1528088.7816012.8813604.6813338.3910190.439117.918537.017203.496758.495480.014543.044448.174095.431. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10605K10K15K20K25KMin: 26662.15 / Avg: 28088.78 / Max: 29254.57Min: 15838.85 / Avg: 16012.88 / Max: 16187.57Min: 12771.63 / Avg: 13604.68 / Max: 14436.87Min: 12442.87 / Avg: 13338.39 / Max: 14486.32Min: 9436.42 / Avg: 10190.43 / Max: 10758.09Min: 8807.67 / Avg: 9117.91 / Max: 9535.28Min: 8224.26 / Avg: 8537.01 / Max: 9165.9Min: 6734.47 / Avg: 7203.49 / Max: 7721.55Min: 6356.11 / Avg: 6758.49 / Max: 7255.12Min: 4993.13 / Avg: 5480.01 / Max: 6326.4Min: 4369.28 / Avg: 4543.04 / Max: 4739.88Min: 4224.56 / Avg: 4448.17 / Max: 4813.23Min: 3511.37 / Avg: 4095.43 / Max: 4244.671. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2080 TiRTX 3080TITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1060110220330440550SE +/- 2.16, N = 3SE +/- 1.61, N = 3SE +/- 2.49, N = 3SE +/- 0.26, N = 3SE +/- 1.04, N = 3SE +/- 0.34, N = 3SE +/- 0.58, N = 3SE +/- 0.79, N = 3SE +/- 0.38, N = 3SE +/- 0.32, N = 3SE +/- 0.50, N = 3SE +/- 0.26, N = 3SE +/- 0.30, N = 3516.53514.40498.14373.04343.49306.51302.82267.76245.51229.29173.67170.63150.151. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2080 TiRTX 3080TITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 106090180270360450Min: 512.55 / Avg: 516.53 / Max: 519.98Min: 511.19 / Avg: 514.4 / Max: 516.2Min: 494.65 / Avg: 498.14 / Max: 502.97Min: 372.67 / Avg: 373.04 / Max: 373.55Min: 341.5 / Avg: 343.49 / Max: 344.98Min: 305.83 / Avg: 306.51 / Max: 306.95Min: 302.1 / Avg: 302.82 / Max: 303.97Min: 266.84 / Avg: 267.76 / Max: 269.32Min: 244.85 / Avg: 245.51 / Max: 246.18Min: 228.64 / Avg: 229.29 / Max: 229.63Min: 172.98 / Avg: 173.67 / Max: 174.64Min: 170.1 / Avg: 170.63 / Max: 170.94Min: 149.68 / Avg: 150.15 / Max: 150.71. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10603K6K9K12K15KSE +/- 137.97, N = 15SE +/- 161.08, N = 15SE +/- 136.49, N = 15SE +/- 96.25, N = 15SE +/- 74.73, N = 12SE +/- 96.07, N = 15SE +/- 65.69, N = 14SE +/- 81.80, N = 15SE +/- 70.14, N = 15SE +/- 46.67, N = 15SE +/- 53.45, N = 15SE +/- 31.94, N = 12SE +/- 14.65, N = 1514574.4713266.2213253.5810455.189509.308494.998290.917134.166753.795248.434443.724308.231226.281. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10603K6K9K12K15KMin: 13122.38 / Avg: 14574.47 / Max: 15286.62Min: 12336.95 / Avg: 13266.22 / Max: 14228.12Min: 11912.2 / Avg: 13253.58 / Max: 13853.38Min: 10016.25 / Avg: 10455.18 / Max: 10988.67Min: 8847.92 / Avg: 9509.3 / Max: 9853.2Min: 7754.92 / Avg: 8494.99 / Max: 9052Min: 7996.93 / Avg: 8290.91 / Max: 8844.05Min: 6666.59 / Avg: 7134.16 / Max: 7626.04Min: 6307.99 / Avg: 6753.79 / Max: 7174.87Min: 5140.65 / Avg: 5248.43 / Max: 5864.87Min: 4237.13 / Avg: 4443.72 / Max: 4976.07Min: 4221.51 / Avg: 4308.23 / Max: 4614.5Min: 1118.33 / Avg: 1226.28 / Max: 1283.361. (CXX) g++ options: -O3 -rdynamic -lOpenCL

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10608001600240032004000SE +/- 17.78, N = 8SE +/- 19.10, N = 8SE +/- 9.32, N = 8SE +/- 7.43, N = 8SE +/- 1.48, N = 8SE +/- 7.50, N = 8SE +/- 11.50, N = 8SE +/- 3.85, N = 8SE +/- 9.97, N = 8SE +/- 20.43, N = 15SE +/- 4.66, N = 7SE +/- 1.98, N = 8SE +/- 1.08, N = 73725.403284.453227.212480.882439.192340.012297.002008.991952.071696.451371.101351.92982.70
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10606001200180024003000Min: 3653.91 / Avg: 3725.4 / Max: 3804.12Min: 3213.03 / Avg: 3284.45 / Max: 3367.63Min: 3194.29 / Avg: 3227.21 / Max: 3278.29Min: 2441.65 / Avg: 2480.88 / Max: 2500.51Min: 2432.83 / Avg: 2439.19 / Max: 2445.04Min: 2298.05 / Avg: 2340.01 / Max: 2357.55Min: 2235.13 / Avg: 2297 / Max: 2322.19Min: 1986.64 / Avg: 2008.99 / Max: 2018.73Min: 1924.55 / Avg: 1952.07 / Max: 1992.16Min: 1413.29 / Avg: 1696.45 / Max: 1731.21Min: 1358.44 / Avg: 1371.1 / Max: 1392.94Min: 1343 / Avg: 1351.92 / Max: 1362.31Min: 979.09 / Avg: 982.7 / Max: 987.95

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10606001200180024003000SE +/- 9.67, N = 9SE +/- 8.40, N = 9SE +/- 5.99, N = 9SE +/- 2.49, N = 8SE +/- 3.49, N = 8SE +/- 3.83, N = 8SE +/- 6.37, N = 9SE +/- 2.41, N = 9SE +/- 3.27, N = 8SE +/- 3.21, N = 8SE +/- 3.18, N = 7SE +/- 1.27, N = 8SE +/- 1.55, N = 72995.562405.892394.821875.831831.761714.001707.651580.071509.021282.521075.07985.97778.99
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10605001000150020002500Min: 2946.08 / Avg: 2995.56 / Max: 3029.89Min: 2357.86 / Avg: 2405.89 / Max: 2436.76Min: 2357.84 / Avg: 2394.82 / Max: 2416Min: 1866.17 / Avg: 1875.83 / Max: 1883.4Min: 1813.59 / Avg: 1831.76 / Max: 1842.59Min: 1700.29 / Avg: 1714 / Max: 1725.88Min: 1678.18 / Avg: 1707.65 / Max: 1727.65Min: 1567.09 / Avg: 1580.07 / Max: 1591.05Min: 1489.78 / Avg: 1509.02 / Max: 1517.64Min: 1271.28 / Avg: 1282.52 / Max: 1297.95Min: 1064.92 / Avg: 1075.07 / Max: 1087.55Min: 980.87 / Avg: 985.97 / Max: 991.2Min: 773.27 / Avg: 778.99 / Max: 784.56

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106050100150200250SE +/- 0.38, N = 3SE +/- 0.21, N = 3SE +/- 0.27, N = 3SE +/- 0.22, N = 3SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 0.09, N = 3SE +/- 0.16, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.00, N = 3243.50211.01208.22177.04159.34150.94148.55148.07137.81124.2799.4993.6178.97
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10604080120160200Min: 242.74 / Avg: 243.5 / Max: 243.94Min: 210.79 / Avg: 211.01 / Max: 211.42Min: 207.75 / Avg: 208.22 / Max: 208.69Min: 176.68 / Avg: 177.04 / Max: 177.44Min: 159.07 / Avg: 159.34 / Max: 159.62Min: 150.53 / Avg: 150.94 / Max: 151.36Min: 148.37 / Avg: 148.55 / Max: 148.69Min: 147.88 / Avg: 148.07 / Max: 148.38Min: 137.56 / Avg: 137.81 / Max: 138.21Min: 124.13 / Avg: 124.27 / Max: 124.4Min: 99.43 / Avg: 99.49 / Max: 99.58Min: 93.37 / Avg: 93.61 / Max: 93.82Min: 78.97 / Avg: 78.97 / Max: 78.97

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10602004006008001000SE +/- 2.17, N = 6SE +/- 0.56, N = 6SE +/- 1.90, N = 6SE +/- 0.90, N = 6SE +/- 0.40, N = 6SE +/- 0.60, N = 5SE +/- 0.88, N = 6SE +/- 0.20, N = 5SE +/- 0.34, N = 5SE +/- 0.32, N = 5SE +/- 0.27, N = 5SE +/- 0.24, N = 4SE +/- 0.32, N = 4975.56747.50718.51686.66587.72544.72498.24447.06416.15389.45299.07296.82226.15
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10602004006008001000Min: 966.08 / Avg: 975.56 / Max: 978.91Min: 745.18 / Avg: 747.5 / Max: 748.78Min: 713.74 / Avg: 718.51 / Max: 725.6Min: 684.22 / Avg: 686.66 / Max: 690.33Min: 586.39 / Avg: 587.72 / Max: 589.13Min: 543.08 / Avg: 544.72 / Max: 546.46Min: 494.9 / Avg: 498.24 / Max: 500.2Min: 446.35 / Avg: 447.06 / Max: 447.42Min: 415.17 / Avg: 416.15 / Max: 417.04Min: 388.43 / Avg: 389.45 / Max: 390.16Min: 298.26 / Avg: 299.07 / Max: 299.74Min: 296.21 / Avg: 296.82 / Max: 297.31Min: 225.52 / Avg: 226.15 / Max: 227.02

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 3080RTX 2080 TiRTX 3060 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10606K12K18K24K30KSE +/- 105.50, N = 3SE +/- 133.47, N = 3SE +/- 47.37, N = 3SE +/- 141.13, N = 3SE +/- 84.56, N = 3SE +/- 43.62, N = 3SE +/- 59.70, N = 3SE +/- 60.47, N = 3SE +/- 33.40, N = 3SE +/- 85.05, N = 3SE +/- 20.08, N = 3SE +/- 72.01, N = 3SE +/- 48.50, N = 3283892326922842210841791515758143321272311284102497324705159251. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 3080RTX 2080 TiRTX 3060 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10605K10K15K20K25KMin: 28179 / Avg: 28388.67 / Max: 28514Min: 23075 / Avg: 23269.33 / Max: 23525Min: 22758 / Avg: 22841.67 / Max: 22922Min: 20894 / Avg: 21084.33 / Max: 21360Min: 17825 / Avg: 17915 / Max: 18084Min: 15709 / Avg: 15758 / Max: 15845Min: 14264 / Avg: 14332 / Max: 14451Min: 12603 / Avg: 12723 / Max: 12796Min: 11235 / Avg: 11284.33 / Max: 11348Min: 10079 / Avg: 10248.67 / Max: 10344Min: 7297 / Avg: 7323.67 / Max: 7363Min: 6909 / Avg: 7050.67 / Max: 7144Min: 5841 / Avg: 5924.67 / Max: 60091. (CXX) g++ options: -flto -pthread

RedShift Demo

This is a test of MAXON's RedShift demo build that currently requires NVIDIA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10602004006008001000SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 1.86, N = 3SE +/- 1.20, N = 31722402472563253423523734024797648331064
OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10602004006008001000Min: 239 / Avg: 240 / Max: 241Min: 373 / Avg: 373.33 / Max: 374Min: 402 / Avg: 402.33 / Max: 403Min: 478 / Avg: 478.67 / Max: 480Min: 764 / Avg: 764.33 / Max: 765Min: 831 / Avg: 833.33 / Max: 837Min: 1062 / Avg: 1063.67 / Max: 1066

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10604080120160200SE +/- 2.61, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 2.52, N = 15SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 2.63, N = 15SE +/- 3.22, N = 1214.9618.0619.8321.2626.3926.4129.5331.9633.8737.3578.2683.09170.15
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060306090120150Min: 12.27 / Avg: 14.96 / Max: 51.52Min: 18.03 / Avg: 18.06 / Max: 18.1Min: 19.8 / Avg: 19.83 / Max: 19.87Min: 21.18 / Avg: 21.26 / Max: 21.36Min: 26.36 / Avg: 26.39 / Max: 26.42Min: 26.4 / Avg: 26.41 / Max: 26.41Min: 26.98 / Avg: 29.53 / Max: 64.75Min: 31.94 / Avg: 31.96 / Max: 31.98Min: 33.8 / Avg: 33.87 / Max: 33.99Min: 37.34 / Avg: 37.35 / Max: 37.37Min: 78.2 / Avg: 78.26 / Max: 78.34Min: 80.26 / Avg: 83.09 / Max: 119.93Min: 166.72 / Avg: 170.15 / Max: 205.6

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 1060120240360480600SE +/- 0.07, N = 3SE +/- 0.76, N = 3SE +/- 0.13, N = 3SE +/- 0.34, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.33, N = 3SE +/- 0.30, N = 3SE +/- 1.38, N = 3SE +/- 1.47, N = 3SE +/- 0.04, N = 341.2955.9573.9182.3182.6087.2690.51147.16149.31154.25270.19281.98548.35
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 1060100200300400500Min: 41.17 / Avg: 41.29 / Max: 41.42Min: 54.43 / Avg: 55.95 / Max: 56.85Min: 73.66 / Avg: 73.91 / Max: 74.04Min: 81.67 / Avg: 82.31 / Max: 82.81Min: 82.43 / Avg: 82.6 / Max: 82.76Min: 87.04 / Avg: 87.26 / Max: 87.38Min: 90.41 / Avg: 90.51 / Max: 90.61Min: 147.11 / Avg: 147.16 / Max: 147.23Min: 148.65 / Avg: 149.31 / Max: 149.65Min: 153.66 / Avg: 154.25 / Max: 154.56Min: 268.5 / Avg: 270.19 / Max: 272.92Min: 279.38 / Avg: 281.98 / Max: 284.46Min: 548.31 / Avg: 548.35 / Max: 548.42

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106070140210280350SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 322.7333.0935.1237.2443.5745.9848.8458.1763.2268.22165.55168.18344.25
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106060120180240300Min: 22.66 / Avg: 22.73 / Max: 22.82Min: 33.05 / Avg: 33.09 / Max: 33.12Min: 34.93 / Avg: 35.12 / Max: 35.37Min: 37.23 / Avg: 37.24 / Max: 37.25Min: 43.53 / Avg: 43.57 / Max: 43.63Min: 45.94 / Avg: 45.98 / Max: 46.02Min: 48.83 / Avg: 48.84 / Max: 48.86Min: 58.1 / Avg: 58.17 / Max: 58.22Min: 62.99 / Avg: 63.22 / Max: 63.54Min: 68.14 / Avg: 68.22 / Max: 68.26Min: 165.42 / Avg: 165.55 / Max: 165.77Min: 168.03 / Avg: 168.18 / Max: 168.33Min: 344.07 / Avg: 344.25 / Max: 344.37

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10602004006008001000SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.68, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.67, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 359.1486.20104.80114.00130.28135.02135.34198.24209.05210.22476.55489.37973.87
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10602004006008001000Min: 59.03 / Avg: 59.14 / Max: 59.22Min: 86.08 / Avg: 86.2 / Max: 86.29Min: 104.42 / Avg: 104.8 / Max: 105Min: 112.69 / Avg: 114 / Max: 114.95Min: 130.2 / Avg: 130.28 / Max: 130.39Min: 134.91 / Avg: 135.02 / Max: 135.08Min: 135.22 / Avg: 135.34 / Max: 135.47Min: 198.04 / Avg: 198.24 / Max: 198.35Min: 208.84 / Avg: 209.05 / Max: 209.45Min: 209.9 / Avg: 210.22 / Max: 210.49Min: 475.72 / Avg: 476.55 / Max: 477.87Min: 489.11 / Avg: 489.37 / Max: 489.72Min: 973.65 / Avg: 973.87 / Max: 974.03

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERTITAN RTXRTX 2060RTX 2070RTX 2060 SUPERGTX 1660 SUPERGTX 1660 Ti6001200180024003000SE +/- 0.76, N = 3SE +/- 1.52, N = 3SE +/- 1.60, N = 3SE +/- 0.11, N = 3SE +/- 0.64, N = 3SE +/- 0.49, N = 3SE +/- 1.43, N = 3SE +/- 4.43, N = 3SE +/- 1.58, N = 3SE +/- 3.65, N = 3SE +/- 0.53, N = 3SE +/- 8.92, N = 3458.51581.54902.94917.27974.801002.411002.971783.161803.971877.552593.952732.32
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERTITAN RTXRTX 2060RTX 2070RTX 2060 SUPERGTX 1660 SUPERGTX 1660 Ti5001000150020002500Min: 457.07 / Avg: 458.51 / Max: 459.64Min: 578.53 / Avg: 581.54 / Max: 583.46Min: 899.93 / Avg: 902.94 / Max: 905.39Min: 917.06 / Avg: 917.27 / Max: 917.42Min: 973.76 / Avg: 974.8 / Max: 975.96Min: 1001.59 / Avg: 1002.41 / Max: 1003.27Min: 1000.12 / Avg: 1002.97 / Max: 1004.61Min: 1778.67 / Avg: 1783.16 / Max: 1792.02Min: 1801 / Avg: 1803.97 / Max: 1806.39Min: 1870.56 / Avg: 1877.55 / Max: 1882.88Min: 2592.89 / Avg: 2593.95 / Max: 2594.53Min: 2722.28 / Avg: 2732.32 / Max: 2750.12

VkFFT

VkFFT is a Fast Fourier Transform (FFT) Library that is GPU accelerated by means of the Vulkan API. The VkFFT benchmark runs FFT performance differences of many different sizes before returning an overall benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29RTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106011K22K33K44K55KSE +/- 166.79, N = 3SE +/- 82.79, N = 3SE +/- 118.84, N = 3SE +/- 25.15, N = 3SE +/- 53.90, N = 3SE +/- 62.43, N = 3SE +/- 58.08, N = 3SE +/- 10.04, N = 3SE +/- 51.26, N = 3SE +/- 27.14, N = 3SE +/- 34.18, N = 3SE +/- 14.84, N = 3SE +/- 4.67, N = 349631373843693332065307202856427682266002497520883184501709712788
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29RTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10609K18K27K36K45KMin: 49453 / Avg: 49630.67 / Max: 49964Min: 37219 / Avg: 37383.67 / Max: 37481Min: 36721 / Avg: 36933.33 / Max: 37132Min: 32028 / Avg: 32065 / Max: 32113Min: 30612 / Avg: 30719.67 / Max: 30778Min: 28459 / Avg: 28564 / Max: 28675Min: 27588 / Avg: 27681.67 / Max: 27788Min: 26587 / Avg: 26600.33 / Max: 26620Min: 24915 / Avg: 24975 / Max: 25077Min: 20835 / Avg: 20882.67 / Max: 20929Min: 18410 / Avg: 18450 / Max: 18518Min: 17073 / Avg: 17096.67 / Max: 17124Min: 12781 / Avg: 12788.33 / Max: 12797

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060306090120150SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.14, N = 3SE +/- 0.31, N = 3SE +/- 0.18, N = 3SE +/- 0.43, N = 3SE +/- 0.34, N = 3SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.24, N = 335.7244.7345.5552.4754.7860.1063.7574.8180.5986.60120.91123.85144.63
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060306090120150Min: 35.53 / Avg: 35.72 / Max: 36.07Min: 44.42 / Avg: 44.72 / Max: 44.95Min: 45.2 / Avg: 45.55 / Max: 45.8Min: 52.34 / Avg: 52.47 / Max: 52.57Min: 54.52 / Avg: 54.78 / Max: 54.99Min: 59.48 / Avg: 60.1 / Max: 60.5Min: 63.43 / Avg: 63.75 / Max: 64.03Min: 73.96 / Avg: 74.81 / Max: 75.39Min: 79.9 / Avg: 80.59 / Max: 80.93Min: 86.09 / Avg: 86.6 / Max: 86.96Min: 120.69 / Avg: 120.91 / Max: 121.05Min: 123.54 / Avg: 123.85 / Max: 124.14Min: 144.16 / Avg: 144.63 / Max: 144.98

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060510152025SE +/- 0.012, N = 6SE +/- 0.011, N = 6SE +/- 0.028, N = 6SE +/- 0.025, N = 5SE +/- 0.029, N = 5SE +/- 0.033, N = 5SE +/- 0.031, N = 5SE +/- 0.014, N = 4SE +/- 0.021, N = 4SE +/- 0.015, N = 4SE +/- 0.026, N = 3SE +/- 0.034, N = 3SE +/- 0.017, N = 36.5767.7438.0098.6339.0319.61110.20611.53712.37712.93617.21417.73320.128
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060510152025