NVIDIA GPU Compute OpenCL CUDA Benchmarks

Some benchmarks by Michael Larabel tests 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 2009112-FI-ROCMGPUCO10
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
CPU Massive 3 Tests
HPC - High Performance Computing 4 Tests
Machine Learning 2 Tests
Multi-Core 3 Tests
NVIDIA GPU Compute 14 Tests
OpenCL 5 Tests

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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
GTX 1060
September 08 2020
  1 Hour, 10 Minutes
GTX 1070
September 07 2020
  1 Hour, 6 Minutes
GTX 1070 Ti
September 06 2020
  1 Hour, 11 Minutes
GTX 1080
September 07 2020
  1 Hour, 4 Minutes
GTX 1650
September 09 2020
  1 Hour, 10 Minutes
GTX 1650 SUPER
September 08 2020
  1 Hour, 8 Minutes
GTX 1660
September 09 2020
  1 Hour, 5 Minutes
GTX 1660 SUPER
September 07 2020
  1 Hour, 5 Minutes
GTX 1660 Ti
September 09 2020
  1 Hour, 3 Minutes
RTX 2060
September 08 2020
  1 Hour, 3 Minutes
RTX 2060 SUPER
September 09 2020
  1 Hour, 1 Minute
RTX 2070
September 09 2020
  1 Hour, 1 Minute
RTX 2070 SUPER
September 08 2020
  59 Minutes
RTX 2080
September 08 2020
  1 Hour
RTX 2080 SUPER
September 08 2020
  59 Minutes
RTX 2080 Ti
September 07 2020
  1 Hour
TITAN RTX
September 06 2020
  1 Hour, 1 Minute
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  1 Hour, 4 Minutes

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NVIDIA GPU Compute OpenCL CUDA BenchmarksOpenBenchmarking.orgPhoronix Test SuiteAMD 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)NVIDIA 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)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 11.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionNVIDIA GPU Compute OpenCL CUDA Benchmarks PerformanceSystem 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,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: 0x8701013- 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: 4608- Python 3.8.2- 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

GTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXLogarithmic Result OverviewPhoronix Test SuiteMixbenchLeelaChessZeroclpeakcl-memFinanceBenchRodiniaOctaneBenchArrayFireFAHBenchPlaidMLMandelGPULuxCoreRender OpenCLGROMACSNAMD CUDAViennaCL

NVIDIA GPU Compute OpenCL CUDA Benchmarksarrayfire: Conjugate Gradient OpenCLcl-mem: Readcl-mem: Writecl-mem: Copyclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTfahbench: financebench: Black-Scholes OpenCLgromacs-gpu: Water Benchmarklczero: OpenCLluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: DLSCluxcorerender-cl: Rainbow Colors and Prismluxcorerender-cl: Foodmandelgpu: GPUmixbench: OpenCL - Single Precisionmixbench: OpenCL - Double Precisionmixbench: OpenCL - Integermixbench: NVIDIA CUDA - Single Precisionmixbench: NVIDIA CUDA - Double Precisionmixbench: NVIDIA CUDA - Half Precisionmixbench: NVIDIA CUDA - Integernamd-cuda: ATPase Simulation - 327,506 Atomsneatbench: GPUoctanebench: Total Scoreplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: No - Training - Mobilenet - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - DenseNet 201 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLrodinia: OpenCL Particle Filterviennacl: 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 RTX5.000154.4148.1138.5147.664110.71150.681275.12102.268313.3403.18159331.531.785.410.65130290433.84355.28150.481354.144167.41151.6375.771187.720.3095791.732906987.0783.52775.7379.13227.2312.00261.65304.077206.2199.5183.3197.206093.02223.601695.79139.49748.9684.05297502.122.466.620.92184077179.76476.92224.822019.086174.80225.05113.321764.630.2402221.5132.8393541392.46103.791052.64108.46314.838.20566.20683.814206.2198.2184.1198.186788.40242.702076.45137.13937.2984.25999472.242.555.380.98194875210.87018.90241.992157.316647.94240.92121.421887.610.22300141.6676551485.7899.641070.90108.23331.847.79169.18383.387229.6225.6207.4223.148218.62298.462430.55151.56796.9814.634126622.132.454.230.99231826397.88520.97296.662655.588182.72296.09149.352326.090.2242624.6148.4720091665.7299.821154.13112.28398.826.45770.68806.808108.7104.499.2105.312673.64109.202641.3875.813524.1452853.25331011.511.733.930.67132266243.93441.3691.773466.723474.1792.376948.333108.840.3450312.877.410218814.5065.59573.6759.37201.2717.82362.96074.445167.0145.8143.8156.864123.66157.984128.3982.052116.5777854.12251511.361.612.730.81186025762.64943.06132.754975.184993.92133.8810057.464492.320.2621192.3678391080.4377.10740.1773.17269.1712.48767.93304.541163.9157.3145.9158.154543.64168.564338.67125.615815.2594.41258952.202.565.580.99193795979.55259.29141.255303.515313.33141.3610568.464753.110.2429018.6119.1052651199.6697.94858.9087.25289.4211.89367.82002.642296.6240.7240.2276.354440.23172.494280.55135.607315.2714.62973662.262.635.611.09200846066.45462.59144.305432.405440.74144.1410862.904866.610.23177135.6571341380.68111.391080.11100.51298.7711.48268.15323.068251.2223.9211.1234.914778.23184.344734.36138.557814.3854.78977332.112.515.011.07210891296.25821.19155.785803.635888.78157.1411787.375271.340.22800133.3451427.43108.061038.8698.99313.0810.84770.02872.659297.4258.7239.4276.945417.55232.175356.84178.471212.5555.416102902.793.347.971.17252924048.77222.28194.807275.337339.39196.3014646.466539.810.2063528.3166.0985711719.71125.331285.58125.23390.078.83673.30912.083396.8341.3288.0368.947034.77261.896930.21200.766410.4985.789123353.544.2011.321.33281931310.08159.15222.158218.028264.66221.8016507.067348.910.20057206.0789432012.37154.811585.76146.90438.267.91472.50102.097396.9328.5284.4369.307265.91267.797133.77199.871910.2545.865123113.494.1710.981.30284631717.48357.96226.658362.868435.23226.2116838.727540.280.2036235.8207.5382861996.60153.031575.65147.87444.847.76772.56992.071396.8322.9292.1369.628540.73308.868484.41221.72848.2636.249147303.694.4410.211.90323061985.49630.83259.119696.389754.99260.9719501.678722.280.19625221.1937482287.03154.741712.75149.69500.266.83774.44732.075396.5338.1290.0369.239161.18345.119141.23235.53417.6576.536154423.554.329.241.87345359936.410812.52290.1310930.5610845.36291.5621764.409732.480.1926538.3224.3872112322.39154.351726.60151.99544.546.19674.72981.900437.6352.9301.7405.9210264.38376.3210266.72248.01186.8116.572175013.624.389.141.93374422420.611758.65315.0311752.1111685.95315.6123628.7810562.990.19329234.0664462432.73158.821815.92159.79588.045.71876.10161.677545.7449.5324.0506.9013536.25522.2213629.37290.72496.0207.136218394.755.6712.332.23448915216.616061.09436.8116323.9414734.03409.4631492.2414103.790.19082310.8143992751.85187.732406.16212.11753.754.41475.78711.666567.7491.7322.7530.7914178.85548.2613783.93292.15935.7017.117224244.995.9812.732.23480798376.615032.47454.3716979.9915103.61413.6632084.7914426.110.1919548.1324.5467692856.83198.372544.67227.30775.694.25076.6410OpenBenchmarking.org

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 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 RTX246810SE +/- 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 +/- 0.001, N = 105.0004.0773.8143.3876.8084.4454.5412.6423.0682.6592.0832.0972.0712.0751.9001.6771.6661. (CXX) g++ options: -rdynamic
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 TiTITAN RTX3691215Min: 4.98 / Avg: 5 / Max: 5.02Min: 4.05 / Avg: 4.08 / Max: 4.1Min: 3.81 / Avg: 3.81 / Max: 3.82Min: 3.38 / Avg: 3.39 / Max: 3.4Min: 6.79 / Avg: 6.81 / Max: 6.82Min: 4.44 / Avg: 4.45 / Max: 4.46Min: 4.53 / Avg: 4.54 / Max: 4.55Min: 2.64 / Avg: 2.64 / Max: 2.65Min: 3.06 / Avg: 3.07 / Max: 3.07Min: 2.65 / Avg: 2.66 / Max: 2.67Min: 2.08 / Avg: 2.08 / Max: 2.09Min: 2.09 / Avg: 2.1 / Max: 2.1Min: 2.07 / Avg: 2.07 / Max: 2.08Min: 2.07 / Avg: 2.07 / Max: 2.08Min: 1.9 / Avg: 1.9 / Max: 1.9Min: 1.65 / Avg: 1.68 / Max: 1.7Min: 1.66 / Avg: 1.67 / Max: 1.671. (CXX) g++ options: -rdynamic

cl-mem

A basic OpenCL memory benchmark. Learn more via the OpenBenchmarking.org test page.

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 TiTITAN RTX120240360480600SE +/- 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 +/- 0.13, N = 9154.4206.2206.2229.6108.7167.0163.9296.6251.2297.4396.8396.9396.8396.5437.6545.7567.71. (CC) gcc options: -O2 -flto -lOpenCL
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 TiTITAN RTX100200300400500Min: 154.4 / Avg: 154.44 / Max: 154.5Min: 206.1 / Avg: 206.18 / Max: 206.3Min: 206.1 / Avg: 206.23 / Max: 206.3Min: 229.3 / Avg: 229.55 / Max: 229.8Min: 108.6 / Avg: 108.7 / Max: 108.8Min: 166.9 / Avg: 167.02 / Max: 167.1Min: 163.9 / Avg: 163.92 / Max: 164Min: 296.4 / Avg: 296.61 / Max: 296.8Min: 250.9 / Avg: 251.23 / Max: 251.3Min: 297.1 / Avg: 297.37 / Max: 297.6Min: 396.3 / Avg: 396.78 / Max: 397.1Min: 396.5 / Avg: 396.85 / Max: 397.1Min: 396.5 / Avg: 396.78 / Max: 397.1Min: 393.6 / Avg: 396.51 / Max: 397.1Min: 437.2 / Avg: 437.63 / Max: 437.9Min: 544.9 / Avg: 545.65 / Max: 546Min: 567.2 / Avg: 567.68 / Max: 568.21. (CC) gcc options: -O2 -flto -lOpenCL

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 TiTITAN RTX110220330440550SE +/- 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 +/- 0.97, N = 9148.1199.5198.2225.6104.4145.8157.3240.7223.9258.7341.3328.5322.9338.1352.9449.5491.71. (CC) gcc options: -O2 -flto -lOpenCL
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 TiTITAN RTX90180270360450Min: 148.1 / Avg: 148.14 / Max: 148.2Min: 199.4 / Avg: 199.52 / Max: 199.6Min: 198.1 / Avg: 198.2 / Max: 198.3Min: 225.3 / Avg: 225.55 / Max: 225.9Min: 104.4 / Avg: 104.43 / Max: 104.5Min: 145.7 / Avg: 145.76 / Max: 145.9Min: 157.2 / Avg: 157.34 / Max: 157.4Min: 239.5 / Avg: 240.66 / Max: 241.7Min: 223.4 / Avg: 223.87 / Max: 224.2Min: 257.2 / Avg: 258.71 / Max: 260.6Min: 340.3 / Avg: 341.33 / Max: 342.5Min: 327.5 / Avg: 328.5 / Max: 329.8Min: 321.4 / Avg: 322.91 / Max: 324Min: 335.9 / Avg: 338.08 / Max: 340Min: 351.8 / Avg: 352.94 / Max: 354.2Min: 448.9 / Avg: 449.46 / Max: 450.4Min: 487.8 / Avg: 491.68 / Max: 495.21. (CC) gcc options: -O2 -flto -lOpenCL

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 TiTITAN 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 +/- 0.08, N = 9138.5183.3184.1207.499.2143.8145.9240.2211.1239.4288.0284.4292.1290.0301.7324.0322.71. (CC) gcc options: -O2 -flto -lOpenCL
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 TiTITAN RTX60120180240300Min: 138.5 / Avg: 138.52 / Max: 138.6Min: 183.2 / Avg: 183.27 / Max: 183.3Min: 184 / Avg: 184.1 / Max: 184.2Min: 207.4 / Avg: 207.43 / Max: 207.5Min: 99.2 / Avg: 99.2 / Max: 99.2Min: 143.8 / Avg: 143.8 / Max: 143.8Min: 145.4 / Avg: 145.88 / Max: 146.4Min: 240 / Avg: 240.16 / Max: 240.3Min: 210.8 / Avg: 211.05 / Max: 211.2Min: 239.2 / Avg: 239.36 / Max: 239.6Min: 287.8 / Avg: 288.03 / Max: 288.3Min: 283.9 / Avg: 284.38 / Max: 284.7Min: 291.7 / Avg: 292.05 / Max: 292.3Min: 289.8 / Avg: 289.96 / Max: 290.2Min: 301.4 / Avg: 301.69 / Max: 301.8Min: 323.7 / Avg: 324.01 / Max: 324.4Min: 322.5 / Avg: 322.71 / Max: 323.21. (CC) gcc options: -O2 -flto -lOpenCL

clpeak

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

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 TiTITAN RTX110220330440550SE +/- 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 +/- 0.05, N = 13147.66197.20198.18223.14105.31156.86158.15276.35234.91276.94368.94369.30369.62369.23405.92506.90530.791. (CXX) g++ options: -O3 -rdynamic -lOpenCL
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 TiTITAN RTX90180270360450Min: 147.58 / Avg: 147.66 / Max: 147.99Min: 196.98 / Avg: 197.2 / Max: 197.59Min: 198.13 / Avg: 198.18 / Max: 198.2Min: 222.64 / Avg: 223.14 / Max: 224.58Min: 104.73 / Avg: 105.31 / Max: 105.46Min: 156.71 / Avg: 156.86 / Max: 156.97Min: 157.76 / Avg: 158.15 / Max: 158.36Min: 274.83 / Avg: 276.35 / Max: 276.66Min: 233.81 / Avg: 234.91 / Max: 235.32Min: 276.33 / Avg: 276.94 / Max: 277.63Min: 368.57 / Avg: 368.94 / Max: 369.14Min: 369.04 / Avg: 369.3 / Max: 369.5Min: 369.1 / Avg: 369.62 / Max: 370.16Min: 368.94 / Avg: 369.23 / Max: 369.61Min: 404.58 / Avg: 405.92 / Max: 406.34Min: 505.13 / Avg: 506.9 / Max: 508.84Min: 530.37 / Avg: 530.79 / Max: 5311. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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 TiTITAN 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 +/- 206.22, N = 154110.716093.026788.408218.622673.644123.664543.644440.234778.235417.557034.777265.918540.739161.1810264.3813536.2514178.851. (CXX) g++ options: -O3 -rdynamic -lOpenCL
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 TiTITAN RTX2K4K6K8K10KMin: 3360.76 / Avg: 4110.71 / Max: 4231.56Min: 5022.96 / Avg: 6093.02 / Max: 6275.67Min: 6756.9 / Avg: 6788.4 / Max: 6797.27Min: 7145.97 / Avg: 8218.62 / Max: 8375.93Min: 2626.45 / Avg: 2673.64 / Max: 2864.62Min: 3887.29 / Avg: 4123.66 / Max: 4434.26Min: 4452.11 / Avg: 4543.64 / Max: 4727.1Min: 4300.76 / Avg: 4440.23 / Max: 4845.79Min: 4534.8 / Avg: 4778.23 / Max: 5098.46Min: 5199.48 / Avg: 5417.55 / Max: 5881.03Min: 6596.86 / Avg: 7034.77 / Max: 7543.3Min: 6738.72 / Avg: 7265.91 / Max: 7744.52Min: 8196.73 / Avg: 8540.73 / Max: 8985.76Min: 8859.67 / Avg: 9161.18 / Max: 9801.34Min: 10085.04 / Avg: 10264.38 / Max: 10461.07Min: 12651.37 / Avg: 13536.25 / Max: 14735.6Min: 13053.04 / Avg: 14178.85 / Max: 15383.981. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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 TiTITAN RTX120240360480600SE +/- 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 +/- 1.32, N = 3150.68223.60242.70298.46109.20157.98168.56172.49184.34232.17261.89267.79308.86345.11376.32522.22548.261. (CXX) g++ options: -O3 -rdynamic -lOpenCL
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 TiTITAN RTX100200300400500Min: 150.22 / Avg: 150.68 / Max: 150.92Min: 222.47 / Avg: 223.6 / Max: 224.11Min: 242.59 / Avg: 242.7 / Max: 242.77Min: 297.3 / Avg: 298.46 / Max: 299.29Min: 108.93 / Avg: 109.2 / Max: 109.75Min: 157.98 / Avg: 157.98 / Max: 157.99Min: 168.55 / Avg: 168.56 / Max: 168.58Min: 172.45 / Avg: 172.49 / Max: 172.53Min: 183.87 / Avg: 184.34 / Max: 185.26Min: 231.56 / Avg: 232.17 / Max: 233.32Min: 260.52 / Avg: 261.89 / Max: 262.59Min: 267.07 / Avg: 267.79 / Max: 269.21Min: 308.86 / Avg: 308.86 / Max: 308.87Min: 344.19 / Avg: 345.11 / Max: 346.93Min: 376.29 / Avg: 376.32 / Max: 376.38Min: 520.92 / Avg: 522.22 / Max: 524.83Min: 546.92 / Avg: 548.26 / Max: 550.91. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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 TiTITAN 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 +/- 169.21, N = 151275.121695.792076.452430.552641.384128.394338.674280.554734.365356.846930.217133.778484.419141.2310266.7213629.3713783.931. (CXX) g++ options: -O3 -rdynamic -lOpenCL
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 TiTITAN RTX2K4K6K8K10KMin: 1162.41 / Avg: 1275.12 / Max: 1295.35Min: 1661.45 / Avg: 1695.79 / Max: 1720.52Min: 2074.6 / Avg: 2076.45 / Max: 2077.81Min: 2396.12 / Avg: 2430.55 / Max: 2459.26Min: 2628.87 / Avg: 2641.38 / Max: 2650.1Min: 3892.13 / Avg: 4128.39 / Max: 4392.65Min: 4283.9 / Avg: 4338.67 / Max: 4398.68Min: 4246.47 / Avg: 4280.55 / Max: 4314.36Min: 4517.57 / Avg: 4734.36 / Max: 5103.61Min: 5176.74 / Avg: 5356.84 / Max: 5876Min: 6532.62 / Avg: 6930.21 / Max: 7425.68Min: 6703.03 / Avg: 7133.77 / Max: 7537.98Min: 8209.89 / Avg: 8484.41 / Max: 8929.36Min: 8891.04 / Avg: 9141.23 / Max: 9406.11Min: 10043.08 / Avg: 10266.72 / Max: 10765.68Min: 13468.38 / Avg: 13629.37 / Max: 13737.35Min: 12860.87 / Avg: 13783.93 / Max: 14873.541. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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 2.3.2GTX 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
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 RTX50100150200250Min: 101.96 / Avg: 102.27 / Max: 102.47Min: 138.85 / Avg: 139.5 / Max: 140.38Min: 137.05 / Avg: 137.14 / Max: 137.24Min: 150.99 / Avg: 151.57 / Max: 152.35Min: 75.72 / Avg: 75.81 / Max: 75.87Min: 81.73 / Avg: 82.05 / Max: 82.45Min: 125.48 / Avg: 125.62 / Max: 125.81Min: 135.37 / Avg: 135.61 / Max: 135.94Min: 137.75 / Avg: 138.56 / Max: 139.18Min: 177.63 / Avg: 178.47 / Max: 179.47Min: 200.2 / Avg: 200.77 / Max: 201.3Min: 199.24 / Avg: 199.87 / Max: 200.4Min: 219.94 / Avg: 221.73 / Max: 223.62Min: 233.79 / Avg: 235.53 / Max: 236.94Min: 246.79 / Avg: 248.01 / Max: 249.58Min: 289.14 / Avg: 290.72 / Max: 293Min: 290.54 / Avg: 292.16 / Max: 293.39

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU. Learn more via the OpenBenchmarking.org test page.

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 TiTITAN 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 +/- 0.001983, N = 1513.3400008.9680007.2980006.98100024.14528516.57778515.25900015.27100014.38500012.55500010.49800010.2540008.2630007.6570006.8110006.0200005.7010001. (CXX) g++ options: -O3 -lOpenCL
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 TiTITAN RTX612182430Min: 11.37 / Avg: 13.34 / Max: 14.11Min: 7.99 / Avg: 8.97 / Max: 9.62Min: 7.29 / Avg: 7.3 / Max: 7.34Min: 6.97 / Avg: 6.98 / Max: 7.03Min: 24.13 / Avg: 24.15 / Max: 24.16Min: 16.57 / Avg: 16.58 / Max: 16.59Min: 15.25 / Avg: 15.26 / Max: 15.27Min: 15.26 / Avg: 15.27 / Max: 15.28Min: 14.37 / Avg: 14.38 / Max: 14.4Min: 12.55 / Avg: 12.56 / Max: 12.56Min: 10.47 / Avg: 10.5 / Max: 10.71Min: 10.25 / Avg: 10.25 / Max: 10.27Min: 8.24 / Avg: 8.26 / Max: 8.46Min: 7.65 / Avg: 7.66 / Max: 7.67Min: 6.8 / Avg: 6.81 / Max: 6.86Min: 6.01 / Avg: 6.02 / Max: 6.03Min: 5.7 / Avg: 5.7 / Max: 5.721. (CXX) g++ options: -O3 -lOpenCL

GPU Power Consumption Monitor

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 TiTITAN 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: 24.02 / Avg: 126.58 / Max: 312.98

GPU Temperature Monitor

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 TiTITAN 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: 35 / Avg: 55.61 / Max: 78

GROMACS

The CUDA version of the Gromacs molecular dynamics package. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water 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 RTX246810SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 3SE +/- 0.010, N = 3SE +/- 0.007, N = 3SE +/- 0.006, N = 3SE +/- 0.008, N = 3SE +/- 0.016, N = 3SE +/- 0.013, N = 3SE +/- 0.008, N = 3SE +/- 0.015, N = 3SE +/- 0.041, N = 3SE +/- 0.020, N = 2SE +/- 0.005, N = 33.1814.0524.2594.6343.2534.1224.4124.6294.7895.4165.7895.8656.2496.5366.5727.1367.1171. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water 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 RTX3691215Min: 3.18 / Avg: 3.18 / Max: 3.19Min: 4.05 / Avg: 4.05 / Max: 4.06Min: 4.26 / Avg: 4.26 / Max: 4.26Min: 4.63 / Avg: 4.63 / Max: 4.64Min: 3.25 / Avg: 3.25 / Max: 3.26Min: 4.12 / Avg: 4.12 / Max: 4.13Min: 4.39 / Avg: 4.41 / Max: 4.42Min: 4.62 / Avg: 4.63 / Max: 4.64Min: 4.78 / Avg: 4.79 / Max: 4.8Min: 5.4 / Avg: 5.42 / Max: 5.43Min: 5.77 / Avg: 5.79 / Max: 5.82Min: 5.84 / Avg: 5.87 / Max: 5.88Min: 6.24 / Avg: 6.25 / Max: 6.26Min: 6.51 / Avg: 6.54 / Max: 6.56Min: 6.49 / Avg: 6.57 / Max: 6.62Min: 7.12 / Avg: 7.14 / Max: 7.16Min: 7.11 / Avg: 7.12 / Max: 7.131. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm

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: 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 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 +/- 20.50, N = 3593397509947126623101515158957366773310290123351231114730154421750121839224241. (CXX) g++ options: -flto -pthread
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 TiTITAN RTX4K8K12K16K20KMin: 5883 / Avg: 5933.33 / Max: 5981Min: 9585 / Avg: 9750 / Max: 9873Min: 12565 / Avg: 12661.67 / Max: 12763Min: 3092 / Avg: 3101.33 / Max: 3113Min: 5116 / Avg: 5151 / Max: 5182Min: 5891 / Avg: 5895.33 / Max: 5902Min: 7274 / Avg: 7366.33 / Max: 7462Min: 7656 / Avg: 7733.33 / Max: 7844Min: 10175 / Avg: 10290.33 / Max: 10399Min: 12249 / Avg: 12334.67 / Max: 12455Min: 12189 / Avg: 12311 / Max: 12434Min: 14681 / Avg: 14730 / Max: 14780Min: 15353 / Avg: 15441.67 / Max: 15596Min: 17408 / Avg: 17500.67 / Max: 17658Min: 21745 / Avg: 21839 / Max: 21936Min: 22388 / Avg: 22424 / Max: 224591. (CXX) g++ options: -flto -pthread

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 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
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 RTX246810Min: 1.5 / Avg: 1.53 / Max: 1.54Min: 2.09 / Avg: 2.12 / Max: 2.14Min: 2.23 / Avg: 2.24 / Max: 2.25Min: 2.12 / Avg: 2.13 / Max: 2.13Min: 1.51 / Avg: 1.51 / Max: 1.51Min: 1.34 / Avg: 1.36 / Max: 1.37Min: 2.2 / Avg: 2.2 / Max: 2.22Min: 2.22 / Avg: 2.26 / Max: 2.28Min: 2.09 / Avg: 2.11 / Max: 2.14Min: 2.78 / Avg: 2.79 / Max: 2.8Min: 3.49 / Avg: 3.54 / Max: 3.59Min: 3.44 / Avg: 3.49 / Max: 3.51Min: 3.64 / Avg: 3.69 / Max: 3.72Min: 3.51 / Avg: 3.55 / Max: 3.58Min: 3.57 / Avg: 3.62 / Max: 3.67Min: 4.72 / Avg: 4.75 / Max: 4.77Min: 4.95 / Avg: 4.99 / Max: 5.02

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
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 RTX246810Min: 1.77 / Avg: 1.78 / Max: 1.78Min: 2.46 / Avg: 2.46 / Max: 2.47Min: 2.55 / Avg: 2.55 / Max: 2.56Min: 2.44 / Avg: 2.45 / Max: 2.45Min: 1.73 / Avg: 1.73 / Max: 1.73Min: 1.61 / Avg: 1.61 / Max: 1.62Min: 2.56 / Avg: 2.56 / Max: 2.56Min: 2.63 / Avg: 2.63 / Max: 2.63Min: 2.51 / Avg: 2.51 / Max: 2.51Min: 3.33 / Avg: 3.34 / Max: 3.35Min: 4.2 / Avg: 4.2 / Max: 4.21Min: 4.16 / Avg: 4.17 / Max: 4.17Min: 4.43 / Avg: 4.44 / Max: 4.45Min: 4.32 / Avg: 4.32 / Max: 4.32Min: 4.37 / Avg: 4.38 / Max: 4.4Min: 5.66 / Avg: 5.67 / Max: 5.69Min: 5.97 / Avg: 5.98 / Max: 5.99

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 TiTITAN RTX3691215SE +/- 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 +/- 0.18, N = 45.416.625.384.233.932.735.585.615.017.9711.3210.9810.219.249.1412.3312.73MIN: 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: 11.95 / MAX: 14
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 TiTITAN RTX48121620Min: 5.39 / Avg: 5.41 / Max: 5.43Min: 6.59 / Avg: 6.62 / Max: 6.64Min: 3.99 / Avg: 5.38 / Max: 5.54Min: 4.22 / Avg: 4.23 / Max: 4.24Min: 3.93 / Avg: 3.93 / Max: 3.94Min: 2.72 / Avg: 2.73 / Max: 2.73Min: 5.56 / Avg: 5.58 / Max: 5.6Min: 5.53 / Avg: 5.61 / Max: 5.65Min: 4.99 / Avg: 5.01 / Max: 5.03Min: 7.96 / Avg: 7.97 / Max: 7.99Min: 11.08 / Avg: 11.32 / Max: 11.45Min: 10.92 / Avg: 10.98 / Max: 11.02Min: 10.13 / Avg: 10.21 / Max: 10.27Min: 9.22 / Avg: 9.24 / Max: 9.28Min: 9.13 / Avg: 9.14 / Max: 9.16Min: 12.29 / Avg: 12.33 / Max: 12.37Min: 12.51 / Avg: 12.73 / Max: 13.29

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 TiTITAN 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 +/- 0.02, N = 30.650.920.980.990.670.810.991.091.071.171.331.301.901.871.932.232.23MIN: 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: 0.25 / MAX: 2.7
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 TiTITAN RTX246810Min: 0.64 / Avg: 0.65 / Max: 0.66Min: 0.92 / Avg: 0.92 / Max: 0.93Min: 0.97 / Avg: 0.98 / Max: 0.99Min: 0.98 / Avg: 0.99 / Max: 0.99Min: 0.67 / Avg: 0.67 / Max: 0.67Min: 0.81 / Avg: 0.81 / Max: 0.81Min: 0.98 / Avg: 0.99 / Max: 1.01Min: 1.08 / Avg: 1.09 / Max: 1.1Min: 1.06 / Avg: 1.07 / Max: 1.07Min: 1.14 / Avg: 1.17 / Max: 1.21Min: 1.32 / Avg: 1.33 / Max: 1.33Min: 1.28 / Avg: 1.3 / Max: 1.31Min: 1.9 / Avg: 1.9 / Max: 1.9Min: 1.8 / Avg: 1.87 / Max: 1.91Min: 1.91 / Avg: 1.93 / Max: 1.96Min: 2.23 / Avg: 2.23 / Max: 2.24Min: 2.19 / Avg: 2.23 / Max: 2.26

MandelGPU

MandelGPU is an OpenCL benchmark and this test runs with the OpenCL rendering float4 kernel with a maximum of 4096 iterations. Learn more via the OpenBenchmarking.org test page.

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 TiTITAN 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 +/- 2829613.77, N = 10130290433.8184077179.7194875210.8231826397.8132266243.9186025762.6193795979.5200846066.4210891296.2252924048.7281931310.0284631717.4323061985.4345359936.4374422420.6448915216.6480798376.61. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
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 TiTITAN RTX80M160M240M320M400MMin: 128809734.8 / Avg: 130290433.82 / Max: 130995280.5Min: 182747338.5 / Avg: 184077179.73 / Max: 185067472.1Min: 193461245.9 / Avg: 194875210.81 / Max: 196731090.3Min: 229902589.9 / Avg: 231826397.75 / Max: 234595769.3Min: 131958476.7 / Avg: 132266243.93 / Max: 132653040.4Min: 184418748.2 / Avg: 186025762.63 / Max: 187430680.9Min: 192500386.9 / Avg: 193795979.47 / Max: 195596809.8Min: 200301299.7 / Avg: 200846066.41 / Max: 201587377Min: 209258093.8 / Avg: 210891296.19 / Max: 211933046.2Min: 248109144.9 / Avg: 252924048.71 / Max: 258461260.5Min: 278474549.5 / Avg: 281931310.03 / Max: 286089152.3Min: 275171640.8 / Avg: 284631717.38 / Max: 291087216.3Min: 316977462.9 / Avg: 323061985.43 / Max: 329462608Min: 339374962.5 / Avg: 345359936.4 / Max: 350396932.2Min: 358002897 / Avg: 374422420.63 / Max: 383363334.9Min: 438029854 / Avg: 448915216.64 / Max: 466681847Min: 463106260.5 / Avg: 480798376.59 / Max: 491644031.31. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

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 TiTITAN 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 +/- 619.26, N = 154355.286476.927018.908520.973441.364943.065259.295462.595821.197222.288159.158357.969630.8310812.5211758.6516061.0915032.471. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
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 TiTITAN RTX3K6K9K12K15KMin: 4343.7 / Avg: 4355.28 / Max: 4365.1Min: 6326.68 / Avg: 6476.92 / Max: 6508.09Min: 6998.33 / Avg: 7018.9 / Max: 7030.71Min: 8464.24 / Avg: 8520.97 / Max: 8585.97Min: 3437.54 / Avg: 3441.36 / Max: 3444.1Min: 4936.26 / Avg: 4943.06 / Max: 4949.3Min: 5233.49 / Avg: 5259.29 / Max: 5276.82Min: 5406.17 / Avg: 5462.59 / Max: 5486.06Min: 5787.44 / Avg: 5821.19 / Max: 5845.87Min: 7180.78 / Avg: 7222.28 / Max: 7274.59Min: 8136.49 / Avg: 8159.15 / Max: 8168.12Min: 8300.71 / Avg: 8357.96 / Max: 8397.78Min: 9591.32 / Avg: 9630.83 / Max: 9644.46Min: 10730.49 / Avg: 10812.52 / Max: 10870.57Min: 11689.84 / Avg: 11758.65 / Max: 11783.04Min: 15137.74 / Avg: 16061.09 / Max: 16162.96Min: 12178.67 / Avg: 15032.47 / Max: 16964.251. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

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 TiTITAN RTX100200300400500SE +/- 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 +/- 1.13, N = 14150.48224.82241.99296.6691.77132.75141.25144.30155.78194.80222.15226.65259.11290.13315.03436.81454.371. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
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 TiTITAN RTX80160240320400Min: 149.21 / Avg: 150.48 / Max: 151.63Min: 224.49 / Avg: 224.82 / Max: 225.04Min: 241.49 / Avg: 241.99 / Max: 242.62Min: 295.86 / Avg: 296.66 / Max: 297.19Min: 91.66 / Avg: 91.77 / Max: 91.79Min: 131.89 / Avg: 132.75 / Max: 133.21Min: 140.48 / Avg: 141.25 / Max: 141.62Min: 142.68 / Avg: 144.3 / Max: 144.94Min: 154.73 / Avg: 155.78 / Max: 156.08Min: 194.79 / Avg: 194.8 / Max: 194.8Min: 222.08 / Avg: 222.15 / Max: 222.19Min: 225.08 / Avg: 226.65 / Max: 226.79Min: 259.1 / Avg: 259.11 / Max: 259.12Min: 284.75 / Avg: 290.13 / Max: 291.94Min: 313.92 / Avg: 315.03 / Max: 315.14Min: 428.97 / Avg: 436.81 / Max: 437.49Min: 445.15 / Avg: 454.37 / Max: 456.591. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

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 TiTITAN 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 +/- 63.55, N = 151354.142019.082157.312655.583466.724975.185303.515432.405803.637275.338218.028362.869696.3810930.5611752.1116323.9416979.991. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
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 TiTITAN RTX3K6K9K12K15KMin: 1329.06 / Avg: 1354.14 / Max: 1360.06Min: 2014.86 / Avg: 2019.08 / Max: 2026.03Min: 2152.09 / Avg: 2157.31 / Max: 2163.73Min: 2571.51 / Avg: 2655.58 / Max: 2672.49Min: 3462.23 / Avg: 3466.72 / Max: 3469.66Min: 4973.09 / Avg: 4975.18 / Max: 4976.5Min: 5298.76 / Avg: 5303.51 / Max: 5308.12Min: 5360.33 / Avg: 5432.4 / Max: 5482.71Min: 5253.22 / Avg: 5803.63 / Max: 5881.73Min: 7220.78 / Avg: 7275.33 / Max: 7334.5Min: 8200.87 / Avg: 8218.02 / Max: 8232.24Min: 8354.86 / Avg: 8362.86 / Max: 8372.03Min: 9685.79 / Avg: 9696.38 / Max: 9703.26Min: 10921.11 / Avg: 10930.56 / Max: 10939.77Min: 11715.04 / Avg: 11752.11 / Max: 11847.14Min: 16219.98 / Avg: 16323.94 / Max: 16376.52Min: 16101.52 / Avg: 16979.99 / Max: 17151.41. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - 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 TiTITAN RTX3K6K9K12K15KSE +/- 1.19, N = 9SE +/- 30.05, N = 15SE +/- 2.31, N = 11SE +/- 3.04, N = 11SE +/- 0.12, N = 12SE +/- 0.29, N = 13SE +/- 0.26, N = 13SE +/- 0.25, N = 13SE +/- 2.28, N = 13SE +/- 3.59, N = 13SE +/- 0.94, N = 14SE +/- 0.92, N = 14SE +/- 5.98, N = 14SE +/- 56.09, N = 15SE +/- 134.69, N = 15SE +/- 556.93, N = 15SE +/- 595.40, N = 154167.416174.806647.948182.723474.174993.925313.335440.745888.787339.398264.668435.239754.9910845.3611685.9514734.0315103.611. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - 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 TiTITAN RTX3K6K9K12K15KMin: 4160.15 / Avg: 4167.41 / Max: 4171.21Min: 5754.87 / Avg: 6174.8 / Max: 6219.08Min: 6636.64 / Avg: 6647.94 / Max: 6662.7Min: 8164.15 / Avg: 8182.72 / Max: 8196.87Min: 3473.56 / Avg: 3474.17 / Max: 3474.57Min: 4992.25 / Avg: 4993.92 / Max: 4995.82Min: 5311.11 / Avg: 5313.33 / Max: 5314.67Min: 5440.12 / Avg: 5440.74 / Max: 5442.66Min: 5873.77 / Avg: 5888.78 / Max: 5898.24Min: 7324.21 / Avg: 7339.39 / Max: 7357.98Min: 8256.38 / Avg: 8264.66 / Max: 8268.82Min: 8430.02 / Avg: 8435.23 / Max: 8438.75Min: 9711.14 / Avg: 9754.99 / Max: 9772.18Min: 10061.34 / Avg: 10845.36 / Max: 10917.57Min: 9911.36 / Avg: 11685.95 / Max: 11871.46Min: 11528.74 / Avg: 14734.03 / Max: 16387.99Min: 12306.27 / Avg: 15103.61 / Max: 17114.841. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - 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 TiTITAN RTX90180270360450SE +/- 0.00, N = 9SE +/- 0.10, N = 11SE +/- 0.35, N = 11SE +/- 0.03, N = 11SE +/- 0.06, N = 12SE +/- 0.13, N = 13SE +/- 0.10, N = 13SE +/- 0.66, N = 15SE +/- 0.08, N = 13SE +/- 0.01, N = 13SE +/- 0.23, N = 14SE +/- 0.27, N = 14SE +/- 0.15, N = 15SE +/- 0.22, N = 15SE +/- 0.96, N = 15SE +/- 10.76, N = 15SE +/- 15.67, N = 15151.63225.05240.92296.0992.37133.88141.36144.14157.14196.30221.80226.21260.97291.56315.61409.46413.661. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - 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 TiTITAN RTX70140210280350Min: 151.63 / Avg: 151.63 / Max: 151.64Min: 224.38 / Avg: 225.05 / Max: 225.21Min: 239.12 / Avg: 240.92 / Max: 242.71Min: 295.95 / Avg: 296.09 / Max: 296.28Min: 92.02 / Avg: 92.37 / Max: 92.5Min: 132.94 / Avg: 133.88 / Max: 134.22Min: 140.64 / Avg: 141.36 / Max: 141.62Min: 134.93 / Avg: 144.14 / Max: 144.94Min: 156.49 / Avg: 157.14 / Max: 157.29Min: 196.25 / Avg: 196.3 / Max: 196.32Min: 219.87 / Avg: 221.8 / Max: 222.27Min: 224.23 / Avg: 226.21 / Max: 226.82Min: 258.94 / Avg: 260.97 / Max: 261.12Min: 288.91 / Avg: 291.56 / Max: 291.94Min: 304.44 / Avg: 315.61 / Max: 317.54Min: 342.46 / Avg: 409.46 / Max: 440.77Min: 330.27 / Avg: 413.66 / Max: 461.531. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX7K14K21K28K35KSE +/- 0.02, N = 9SE +/- 0.02, N = 11SE +/- 0.07, N = 11SE +/- 0.10, N = 11SE +/- 0.56, N = 12SE +/- 0.94, N = 13SE +/- 53.59, N = 15SE +/- 15.42, N = 13SE +/- 0.43, N = 13SE +/- 7.32, N = 13SE +/- 1.95, N = 14SE +/- 1.36, N = 14SE +/- 1.10, N = 14SE +/- 10.25, N = 14SE +/- 15.07, N = 15SE +/- 601.15, N = 15SE +/- 939.79, N = 1575.77113.32121.42149.356948.3310057.4610568.4610862.9011787.3714646.4616507.0616838.7219501.6721764.4023628.7831492.2432084.791. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX6K12K18K24K30KMin: 75.72 / Avg: 75.77 / Max: 75.83Min: 113.13 / Avg: 113.32 / Max: 113.4Min: 121.05 / Avg: 121.42 / Max: 121.75Min: 148.81 / Avg: 149.35 / Max: 149.7Min: 6943.41 / Avg: 6948.33 / Max: 6949.73Min: 10050.81 / Avg: 10057.46 / Max: 10060.4Min: 9818.29 / Avg: 10568.46 / Max: 10625.78Min: 10714.46 / Avg: 10862.9 / Max: 10958.6Min: 11785.11 / Avg: 11787.37 / Max: 11791.18Min: 14616.78 / Avg: 14646.46 / Max: 14693.04Min: 16494.02 / Avg: 16507.06 / Max: 16513.77Min: 16827.6 / Avg: 16838.72 / Max: 16843.67Min: 19490.54 / Avg: 19501.67 / Max: 19507.51Min: 21682.43 / Avg: 21764.4 / Max: 21802.83Min: 23424.47 / Avg: 23628.78 / Max: 23667.7Min: 24715.45 / Avg: 31492.24 / Max: 32707.23Min: 24518.31 / Avg: 32084.79 / Max: 34331.271. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - 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 TiTITAN RTX3K6K9K12K15KSE +/- 2.01, N = 9SE +/- 3.28, N = 11SE +/- 0.87, N = 11SE +/- 1.56, N = 11SE +/- 0.11, N = 12SE +/- 0.38, N = 13SE +/- 0.22, N = 13SE +/- 4.94, N = 15SE +/- 0.35, N = 13SE +/- 4.65, N = 13SE +/- 49.03, N = 15SE +/- 0.55, N = 14SE +/- 0.98, N = 14SE +/- 7.76, N = 14SE +/- 1.56, N = 14SE +/- 264.51, N = 15SE +/- 458.60, N = 151187.721764.631887.612326.093108.844492.324753.114866.615271.346539.817348.917540.288722.289732.4810562.9914103.7914426.111. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - 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 TiTITAN RTX3K6K9K12K15KMin: 1172 / Avg: 1187.72 / Max: 1192.63Min: 1734.06 / Avg: 1764.63 / Max: 1774.14Min: 1881.36 / Avg: 1887.61 / Max: 1892.59Min: 2318.94 / Avg: 2326.09 / Max: 2333.79Min: 3108.39 / Avg: 3108.84 / Max: 3109.42Min: 4489.85 / Avg: 4492.32 / Max: 4494.65Min: 4751.65 / Avg: 4753.11 / Max: 4753.95Min: 4797.5 / Avg: 4866.61 / Max: 4872.46Min: 5269.43 / Avg: 5271.34 / Max: 5273Min: 6530.69 / Avg: 6539.81 / Max: 6578.04Min: 6663.11 / Avg: 7348.91 / Max: 7417.23Min: 7538.11 / Avg: 7540.28 / Max: 7543.82Min: 8717.6 / Avg: 8722.28 / Max: 8727.93Min: 9692.24 / Avg: 9732.48 / Max: 9759.95Min: 10551.37 / Avg: 10562.99 / Max: 10571.07Min: 11531.95 / Avg: 14103.79 / Max: 14668Min: 10922.44 / Avg: 14426.11 / Max: 15447.691. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

NAMD CUDA

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. This version of the NAMD test profile uses CUDA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX0.07760.15520.23280.31040.388SE +/- 0.00077, N = 3SE +/- 0.00276, N = 4SE +/- 0.00101, N = 4SE +/- 0.00174, N = 4SE +/- 0.00088, N = 3SE +/- 0.00061, N = 4SE +/- 0.00142, N = 4SE +/- 0.00026, N = 4SE +/- 0.00217, N = 4SE +/- 0.00144, N = 4SE +/- 0.00060, N = 4SE +/- 0.00191, N = 4SE +/- 0.00025, N = 4SE +/- 0.00054, N = 4SE +/- 0.00097, N = 4SE +/- 0.00046, N = 4SE +/- 0.00134, N = 40.309570.240220.223000.224260.345030.262110.242900.231770.228000.206350.200570.203620.196250.192650.193290.190820.19195
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX12345Min: 0.31 / Avg: 0.31 / Max: 0.31Min: 0.24 / Avg: 0.24 / Max: 0.25Min: 0.22 / Avg: 0.22 / Max: 0.23Min: 0.22 / Avg: 0.22 / Max: 0.23Min: 0.34 / Avg: 0.35 / Max: 0.35Min: 0.26 / Avg: 0.26 / Max: 0.26Min: 0.24 / Avg: 0.24 / Max: 0.25Min: 0.23 / Avg: 0.23 / Max: 0.23Min: 0.22 / Avg: 0.23 / Max: 0.23Min: 0.2 / Avg: 0.21 / Max: 0.21Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.2 / Avg: 0.2 / Max: 0.21Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.19 / Avg: 0.19 / Max: 0.19

NeatBench

NeatBench is a benchmark of the cross-platform Neat Video software on the CPU and optional GPU (OpenCL / CUDA) support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: GPUGTX 1070GTX 1080GTX 1650GTX 1660RTX 2060RTX 2070RTX 2080TITAN RTX1122334455SE +/- 0.13, N = 13SE +/- 0.04, N = 13SE +/- 0.05, N = 13SE +/- 0.06, N = 13SE +/- 0.23, N = 14SE +/- 0.26, N = 13SE +/- 0.11, N = 15SE +/- 0.02, N = 1321.524.612.818.628.335.838.348.1
OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: GPUGTX 1070GTX 1080GTX 1650GTX 1660RTX 2060RTX 2070RTX 2080TITAN RTX1020304050Min: 20.4 / Avg: 21.49 / Max: 21.7Min: 24.3 / Avg: 24.6 / Max: 24.7Min: 12.4 / Avg: 12.78 / Max: 12.9Min: 18.3 / Avg: 18.64 / Max: 18.9Min: 27.8 / Avg: 28.32 / Max: 30.4Min: 35.1 / Avg: 35.8 / Max: 38.4Min: 38 / Avg: 38.32 / Max: 39.8Min: 47.9 / Avg: 48.12 / Max: 48.2

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 4.00cTotal ScoreGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX7014021028035091.73132.84141.67148.4777.4192.37119.11135.66133.35166.10206.08207.54221.19224.39234.07310.81324.55

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: 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 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 +/- 1.27, N = 8987.071392.461485.781665.72814.501080.431199.661380.681427.431719.712012.371996.602287.032322.392432.732751.852856.83
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 TiTITAN RTX5001000150020002500Min: 976.63 / Avg: 987.07 / Max: 989.74Min: 1379.18 / Avg: 1392.46 / Max: 1400.32Min: 1484.81 / Avg: 1485.78 / Max: 1486.91Min: 1658.7 / Avg: 1665.72 / Max: 1670.17Min: 811.31 / Avg: 814.5 / Max: 816.66Min: 1077.51 / Avg: 1080.43 / Max: 1082.71Min: 1194.87 / Avg: 1199.66 / Max: 1204.98Min: 1376.62 / Avg: 1380.68 / Max: 1383.28Min: 1424.01 / Avg: 1427.43 / Max: 1431.61Min: 1716.32 / Avg: 1719.71 / Max: 1722.12Min: 1998.75 / Avg: 2012.37 / Max: 2025.53Min: 1981.73 / Avg: 1996.6 / Max: 2009.37Min: 2273.36 / Avg: 2287.03 / Max: 2295.04Min: 2314.5 / Avg: 2322.39 / Max: 2335.95Min: 2398.65 / Avg: 2432.73 / Max: 2459.46Min: 2741.61 / Avg: 2751.85 / Max: 2756.36Min: 2852.42 / Avg: 2856.83 / Max: 2860.57

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
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 RTX4080120160200Min: 83.43 / Avg: 83.52 / Max: 83.64Min: 103.68 / Avg: 103.79 / Max: 103.89Min: 99.57 / Avg: 99.64 / Max: 99.73Min: 99.65 / Avg: 99.82 / Max: 100.04Min: 65.52 / Avg: 65.59 / Max: 65.68Min: 77.06 / Avg: 77.1 / Max: 77.17Min: 97.89 / Avg: 97.94 / Max: 98Min: 111.25 / Avg: 111.39 / Max: 111.47Min: 108 / Avg: 108.06 / Max: 108.17Min: 125.19 / Avg: 125.33 / Max: 125.48Min: 154.57 / Avg: 154.81 / Max: 155.05Min: 152.81 / Avg: 153.03 / Max: 153.36Min: 154.55 / Avg: 154.74 / Max: 154.92Min: 154.04 / Avg: 154.35 / Max: 154.73Min: 158.63 / Avg: 158.82 / Max: 158.93Min: 187.37 / Avg: 187.73 / Max: 188Min: 197.97 / Avg: 198.37 / Max: 198.7

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 TiTITAN 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 +/- 2.36, N = 8775.731052.641070.901154.13573.67740.17858.901080.111038.861285.581585.761575.651712.751726.601815.922406.162544.67
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 TiTITAN RTX400800120016002000Min: 773.01 / Avg: 775.73 / Max: 777.23Min: 1046.13 / Avg: 1052.64 / Max: 1055.16Min: 1069.71 / Avg: 1070.9 / Max: 1071.92Min: 1150.95 / Avg: 1154.13 / Max: 1156.54Min: 572.74 / Avg: 573.67 / Max: 575.01Min: 737.9 / Avg: 740.17 / Max: 742.12Min: 856.55 / Avg: 858.9 / Max: 860.92Min: 1074.81 / Avg: 1080.11 / Max: 1086.26Min: 1035.07 / Avg: 1038.86 / Max: 1042.45Min: 1278.32 / Avg: 1285.58 / Max: 1292.93Min: 1579.66 / Avg: 1585.76 / Max: 1590.93Min: 1565.44 / Avg: 1575.65 / Max: 1580.95Min: 1704.57 / Avg: 1712.75 / Max: 1718.48Min: 1720.68 / Avg: 1726.6 / Max: 1734.36Min: 1809.19 / Avg: 1815.92 / Max: 1826.11Min: 2399.25 / Avg: 2406.16 / Max: 2415.37Min: 2534.25 / Avg: 2544.67 / Max: 2554.18

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 TiTITAN 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 +/- 0.25, N = 379.13108.46108.23112.2859.3773.1787.25100.5198.99125.23146.90147.87149.69151.99159.79212.11227.30
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 TiTITAN RTX4080120160200Min: 79.1 / Avg: 79.13 / Max: 79.16Min: 108.37 / Avg: 108.46 / Max: 108.52Min: 108.22 / Avg: 108.23 / Max: 108.24Min: 112.19 / Avg: 112.28 / Max: 112.42Min: 59.35 / Avg: 59.37 / Max: 59.4Min: 73.16 / Avg: 73.17 / Max: 73.18Min: 87.17 / Avg: 87.25 / Max: 87.38Min: 100.41 / Avg: 100.51 / Max: 100.58Min: 98.86 / Avg: 98.99 / Max: 99.13Min: 125.15 / Avg: 125.23 / Max: 125.36Min: 146.73 / Avg: 146.9 / Max: 147.04Min: 147.68 / Avg: 147.87 / Max: 148.08Min: 149.5 / Avg: 149.69 / Max: 149.9Min: 151.81 / Avg: 151.99 / Max: 152.11Min: 159.57 / Avg: 159.79 / Max: 159.97Min: 211.7 / Avg: 212.11 / Max: 212.41Min: 227 / Avg: 227.3 / Max: 227.79

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 TiTITAN 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 +/- 0.80, N = 5227.23314.83331.84398.82201.27269.17289.42298.77313.08390.07438.26444.84500.26544.54588.04753.75775.69
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 TiTITAN RTX140280420560700Min: 226.97 / Avg: 227.23 / Max: 227.37Min: 313.79 / Avg: 314.83 / Max: 315.93Min: 331.71 / Avg: 331.84 / Max: 332.03Min: 397.78 / Avg: 398.82 / Max: 399.29Min: 200.61 / Avg: 201.27 / Max: 201.88Min: 269.05 / Avg: 269.17 / Max: 269.4Min: 289.22 / Avg: 289.42 / Max: 289.55Min: 298.47 / Avg: 298.77 / Max: 299.18Min: 312.94 / Avg: 313.08 / Max: 313.24Min: 389.53 / Avg: 390.07 / Max: 390.38Min: 437.29 / Avg: 438.26 / Max: 438.71Min: 443.74 / Avg: 444.84 / Max: 445.39Min: 499.37 / Avg: 500.26 / Max: 500.9Min: 543.17 / Avg: 544.54 / Max: 546.48Min: 586.57 / Avg: 588.04 / Max: 589.18Min: 749.42 / Avg: 753.75 / Max: 757.08Min: 773.99 / Avg: 775.69 / Max: 778.59

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

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
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 RTX510152025Min: 11.97 / Avg: 12 / Max: 12.02Min: 8.16 / Avg: 8.21 / Max: 8.28Min: 7.76 / Avg: 7.79 / Max: 7.8Min: 6.42 / Avg: 6.46 / Max: 6.53Min: 17.82 / Avg: 17.82 / Max: 17.83Min: 12.46 / Avg: 12.49 / Max: 12.55Min: 11.86 / Avg: 11.89 / Max: 11.93Min: 11.46 / Avg: 11.48 / Max: 11.5Min: 10.79 / Avg: 10.85 / Max: 10.88Min: 8.82 / Avg: 8.84 / Max: 8.85Min: 7.89 / Avg: 7.91 / Max: 7.95Min: 7.75 / Avg: 7.77 / Max: 7.78Min: 6.8 / Avg: 6.84 / Max: 6.88Min: 6.17 / Avg: 6.2 / Max: 6.23Min: 5.69 / Avg: 5.72 / Max: 5.74Min: 4.37 / Avg: 4.41 / Max: 4.44Min: 4.21 / Avg: 4.25 / Max: 4.281. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile uses ViennaCL OpenCL support and runs the included computational benchmark. Learn more via the OpenBenchmarking.org test page.

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 TiTITAN 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 +/- 0.57, N = 1161.6566.2169.1870.6962.9667.9367.8268.1570.0373.3172.5072.5774.4574.7376.1075.7976.641. (CXX) g++ options: -rdynamic -lOpenCL
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 TiTITAN RTX1530456075Min: 59.24 / Avg: 61.65 / Max: 62.71Min: 65.43 / Avg: 66.21 / Max: 68.25Min: 66.56 / Avg: 69.18 / Max: 70.35Min: 69.54 / Avg: 70.69 / Max: 71.38Min: 61.82 / Avg: 62.96 / Max: 63.94Min: 66.97 / Avg: 67.93 / Max: 69.6Min: 66.27 / Avg: 67.82 / Max: 69.46Min: 65.73 / Avg: 68.15 / Max: 70.86Min: 67.27 / Avg: 70.03 / Max: 71.2Min: 71.99 / Avg: 73.31 / Max: 74.88Min: 70.99 / Avg: 72.5 / Max: 74.26Min: 69.7 / Avg: 72.57 / Max: 75.74Min: 72.97 / Avg: 74.45 / Max: 77.36Min: 72.96 / Avg: 74.73 / Max: 76.96Min: 74.31 / Avg: 76.1 / Max: 77.87Min: 73.27 / Avg: 75.79 / Max: 78.38Min: 72.42 / Avg: 76.64 / Max: 79.11. (CXX) g++ options: -rdynamic -lOpenCL