NVIDIA Linux OpenCL CUDA RTX SUPER Compute

NVIDIA GeForce RTX SUPER Linux OpenCL/CUDA GPU compute benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1909299-AS-RTXSUPERC34
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CPU Massive 4 Tests
HPC - High Performance Computing 4 Tests
Machine Learning 3 Tests
NVIDIA GPU Compute 10 Tests
OpenCL 8 Tests

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Identifier
Performance Per
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Date
Run
  Test
  Duration
GTX 970
September 28 2019
  1 Hour, 51 Minutes
GTX 980
September 28 2019
  1 Hour, 51 Minutes
GTX 980 Ti
September 26 2019
  1 Hour, 46 Minutes
GTX 1060
September 27 2019
  1 Hour, 47 Minutes
GTX 1070
September 28 2019
  1 Hour, 41 Minutes
GTX 1070 Ti
September 27 2019
  1 Hour, 47 Minutes
GTX 1080
September 28 2019
  1 Hour, 37 Minutes
GTX 1080 Ti
September 28 2019
  1 Hour, 27 Minutes
GTX 1660
September 28 2019
  1 Hour, 47 Minutes
GTX 1660 Ti
September 28 2019
  1 Hour, 44 Minutes
RTX 2060
September 27 2019
  1 Hour, 35 Minutes
RTX 2060 SUPER
September 26 2019
  1 Hour, 38 Minutes
RTX 2070
September 27 2019
  1 Hour, 37 Minutes
RTX 2070 SUPER
September 26 2019
  1 Hour, 40 Minutes
RTX 2080
September 27 2019
  1 Hour, 36 Minutes
RTX 2080 SUPER
September 27 2019
  1 Hour, 38 Minutes
RTX 2080 Ti
September 29 2019
  1 Hour, 27 Minutes
TITAN RTX
September 27 2019
  1 Hour, 28 Minutes
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  1 Hour, 40 Minutes

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NVIDIA Linux OpenCL CUDA RTX SUPER ComputeOpenBenchmarking.orgPhoronix Test SuiteIntel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads)ASUS PRIME Z390-A (0802 BIOS)Intel Cannon Lake PCH16384MBSamsung SSD 970 EVO 250GBeVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz)NVIDIA GeForce GTX 980 4GB (1126/3505MHz)NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz)NVIDIA 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)NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz)ASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz)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 (795/810MHz)NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TITAN RTX 24GB (1350/7000MHz)Realtek ALC1220Acer B286HKIntel I219-VUbuntu 19.045.0.0-29-generic (x86_64)5.3.0-999-generic (x86_64) 20190914GNOME Shell 3.32.2X Server 1.20.4NVIDIA 435.214.6.0GCC 8.3.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelsDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionNVIDIA Linux OpenCL CUDA RTX SUPER Compute BenchmarksSystem Logs- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v - Scaling Governor: intel_pstate performance- GTX 970: GPU Compute Cores: 1664- GTX 980: GPU Compute Cores: 2048- GTX 980 Ti: GPU Compute Cores: 2816- 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 1080 Ti: GPU Compute Cores: 3584- GTX 1660: 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- GTX 970, GTX 980, GTX 980 Ti, GTX 1060, GTX 1070, GTX 1070 Ti, GTX 1080, GTX 1080 Ti, GTX 1660, GTX 1660 Ti, RTX 2060, RTX 2070, RTX 2070 SUPER, RTX 2080, RTX 2080 SUPER, RTX 2080 Ti, TITAN RTX: Python 2.7.16 + Python 3.7.3 - l1tf: Not affected + mds: Mitigation of Clear buffers; SMT vulnerable + 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 generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling

GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiGTX 1660GTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXLogarithmic Result OverviewPhoronix Test SuiteclpeakSHOC Scalable HeterOgeneous ComputingLuxMarkPlaidMLOctaneBenchcl-memFAHBenchDarktableRodiniaLeelaChessZeroNAMD CUDAJuliaGPUViennaCL

GTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiGTX 1660GTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXLogarithmic Per Watt Result OverviewPhoronix Test SuiteclpeakPlaidMLcl-memSHOC Scalable HeterOgeneous ComputingJuliaGPUViennaCLFAHBenchLuxMarkLeelaChessZeroOctaneBenchP.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.MP.W.G.M

NVIDIA Linux OpenCL CUDA RTX SUPER Computedarktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Room - OpenCLplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: Yes - Inference - Inception V3 - OpenCLplaidml: Yes - Inference - ResNet 50 - OpenCLplaidml: Yes - Inference - NASNer Large - OpenCLplaidml: Yes - Inference - DenseNet 201 - OpenCLplaidml: Yes - Inference - VGG16 - OpenCLplaidml: Yes - Inference - VGG19 - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - Inception V3 - OpenCLplaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLplaidml: No - Inference - VGG16 - OpenCLplaidml: No - Inference - VGG19 - OpenCLlczero: OpenCLshoc: OpenCL - Max SP Flopsshoc: OpenCL - FFT SPshoc: OpenCL - MD5 Hashrodinia: OpenCL Myocyterodinia: OpenCL Particle Filterfahbench: namd-cuda: ATPase Simulation - 327,506 Atomsoctanebench: Total Scorecl-mem: Copycl-mem: Readcl-mem: Writeclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTviennacl: OpenCL LU Factorizationjuliagpu: GPUluxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: GPU - HotelGTX 970GTX 980GTX 980 TiGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiGTX 1660GTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTX4.425.783.16841.4888.16116.0521.4279.7149.7639.34671.4994.72181.87204.3260.3247.70207.844362.31411.296.5045.4812.9991.530.3636895.60124.77142.10132.60143.483888.16137.471140.2956.95169258044.9011732798527303.925.743.10973.39101.92142.1424.2492.9255.7043.63759.43105.64203.91231.6668.9553.49280.995052.73458.357.4947.3811.69102.860.33110109.70143.40164.50151.50164.254476.69159.681312.0659.21181882709.7713246891430483.274.121.511202.77116.31162.6330.64111.4671.2656.13990.12135.14247.47270.0087.3968.47466.846213.97725.989.2252.139.95116.020.28675142.20216.83265.33241.50263.225538.75196.601610.2862.01195653728.47168711109638853.654.071.28908.4397.83130.6423.1691.0756.0744.37726.30104.44196.00224.8969.3154.78262.414788.92326.687.2634.6911.93102.610.3178991.44137.20153.50144.57146.624199.71149.581267.8958.67182188318.6712245708626482.893.921.111288.94141.55196.0133.07127.0280.2763.56987.69147.17276.89315.3797.3276.89642.127115.39478.5410.6135.108.26140.290.23957132.86182.00205.27190.90196.476269.49223.911685.0563.86216942144.9317290998338702.933.971.171371.21147.04205.8535.41130.1592.0373.121009.26153.34294.36333.03114.0390.34753.697715.42525.8911.7038.707.88138.210.22269141.35182.70205.27190.03197.266770.97242.632076.9364.68220447755.87169251025941702.723.941.091544.50173.79240.6240.38143.53106.0983.831123.85184.80337.47399.00128.05101.001146.759407.75614.6914.2534.876.49155.220.20978147.98205.93228.80214.67222.098314.29297.942430.7466.67237914974.4013788871638072.293.921.052162.58228.68333.5456.64191.31145.42115.031672.73257.55496.24523.98175.37138.681886.3013230.77982.2319.7235.914.96198.250.19669212.04283.20337.53340.27328.9011720.57414.963301.8969.09262248899.33216891372156493.354.011.181160.52137.66156.5028.99102.8366.2452.52814.65116.90228.14287.6884.8367.24335.865329.84452.8911.8730.9711.87126.640.25031118.49145.37162.90148.87157.604610.01168.444657.7965.10230919642.1315162979437332.924.021.151394.05161.33172.6834.12114.5873.1858.031002.00140.05259.43315.8392.4573.35420.045893.41665.6612.9830.6710.82139.810.23185132.28208.50250.23208.67234.674793.66185.124775.4566.06239300837.60161471100338052.223.730.831694.07193.75220.4441.11154.1989.5571.071232.47167.87319.25389.40110.9388.04704.697320.73818.4416.0431.118.90183.410.20250164.52237.77296.20241.20275.865329.07231.445269.0167.92251925176.90216831375448331.953.680.751983.82219.76250.9848.96179.51102.5880.821531.01199.43374.71440.79128.22101.17998.178378.87971.2418.2230.427.87205.200.19336205.23287.80395.67333.20367.927089.50263.117023.0769.17264172441.47300931850961481.933.670.751969.50220.99251.0749.94176.49105.6083.561516.96198.03376.73446.23131.54103.89999.758528.70976.7818.7731.647.75204.710.19440206.88284.43395.70322.67368.967198.64268.327161.4869.41267086274.53300971844161501.933.710.802264.97239.61283.9855.24190.01123.2097.821649.17215.85421.58499.69154.64122.321604.219869.341088.1721.7830.766.82229.120.19501220.76291.87395.67319.57369.118502.71310.278570.6070.45275868151.17297342049965651.903.710.802292.38268.33305.7658.47189.28133.20105.541663.87238.73441.24548.83164.05129.581879.9910952.771100.0024.0731.656.22242.750.19307222.88289.20395.70331.50368.478883.90345.819660.9270.96280162469.67291641991665901.823.690.792437.48301.11327.8064.80200.38145.65115.441762.00259.26468.70589.86180.45143.022105.2612015.501203.5726.5630.635.74256.830.19385233.56301.23436.27345.77405.0010335.50378.9810404.7171.47286818331.27301792016468391.643.660.752750.57363.16424.0784.97254.45194.83154.202335.46343.49634.09758.21234.65186.193032.1016656.201485.7334.9131.054.39301.890.18909309.04324.40544.33441.23506.3313532.74521.9013609.3372.71299834728.80429742863192151.643.660.742842.38373.71433.8187.17263.13204.67162.052466.66347.93648.36790.77247.83196.443126.4817334.001578.2936.3931.694.24301.930.18867322.76322.20566.70495.37528.8914203.87547.9713841.2572.96303198573.9746546307569836OpenBenchmarking.org

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.6.0Test: Boat - Acceleration: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.99451.9892.98353.9784.9725SE +/- 0.02, 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 = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.641.641.821.901.931.931.952.223.273.924.422.923.352.292.722.932.893.65
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.6.0Test: Boat - Acceleration: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060246810Min: 1.61 / Avg: 1.64 / Max: 1.67Min: 1.64 / Avg: 1.64 / Max: 1.64Min: 1.81 / Avg: 1.82 / Max: 1.82Min: 1.9 / Avg: 1.9 / Max: 1.9Min: 1.93 / Avg: 1.93 / Max: 1.94Min: 1.93 / Avg: 1.93 / Max: 1.94Min: 1.94 / Avg: 1.95 / Max: 1.95Min: 2.21 / Avg: 2.22 / Max: 2.23Min: 3.26 / Avg: 3.27 / Max: 3.28Min: 3.92 / Avg: 3.92 / Max: 3.93Min: 4.41 / Avg: 4.42 / Max: 4.43Min: 2.91 / Avg: 2.92 / Max: 2.92Min: 3.34 / Avg: 3.35 / Max: 3.37Min: 2.28 / Avg: 2.29 / Max: 2.3Min: 2.72 / Avg: 2.72 / Max: 2.73Min: 2.93 / Avg: 2.93 / Max: 2.93Min: 2.88 / Avg: 2.89 / Max: 2.9Min: 3.64 / Avg: 3.65 / Max: 3.66

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.6.0Test: Masskrug - Acceleration: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10601.30052.6013.90155.2026.5025SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 33.663.663.693.713.713.673.683.734.125.745.784.024.013.923.943.973.924.07
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.6.0Test: Masskrug - Acceleration: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060246810Min: 3.63 / Avg: 3.66 / Max: 3.68Min: 3.64 / Avg: 3.66 / Max: 3.68Min: 3.67 / Avg: 3.69 / Max: 3.7Min: 3.69 / Avg: 3.71 / Max: 3.73Min: 3.69 / Avg: 3.71 / Max: 3.74Min: 3.66 / Avg: 3.67 / Max: 3.7Min: 3.67 / Avg: 3.68 / Max: 3.71Min: 3.72 / Avg: 3.73 / Max: 3.73Min: 4.11 / Avg: 4.12 / Max: 4.13Min: 5.72 / Avg: 5.74 / Max: 5.79Min: 5.75 / Avg: 5.78 / Max: 5.84Min: 4.02 / Avg: 4.02 / Max: 4.02Min: 4 / Avg: 4.01 / Max: 4.03Min: 3.9 / Avg: 3.92 / Max: 3.94Min: 3.92 / Avg: 3.94 / Max: 3.97Min: 3.96 / Avg: 3.97 / Max: 3.98Min: 3.91 / Avg: 3.92 / Max: 3.94Min: 4.05 / Avg: 4.07 / Max: 4.1

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.6.0Test: Server Room - Acceleration: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.7111.4222.1332.8443.555SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 8SE +/- 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 +/- 0.00, N = 3SE +/- 0.01, N = 4SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 30.740.750.790.800.800.750.750.831.513.103.161.151.181.051.091.171.111.28
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.6.0Test: Server Room - Acceleration: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060246810Min: 0.74 / Avg: 0.74 / Max: 0.75Min: 0.74 / Avg: 0.75 / Max: 0.75Min: 0.78 / Avg: 0.79 / Max: 0.8Min: 0.8 / Avg: 0.8 / Max: 0.81Min: 0.8 / Avg: 0.8 / Max: 0.81Min: 0.75 / Avg: 0.75 / Max: 0.75Min: 0.75 / Avg: 0.75 / Max: 0.76Min: 0.83 / Avg: 0.83 / Max: 0.83Min: 1.5 / Avg: 1.51 / Max: 1.51Min: 3.09 / Avg: 3.1 / Max: 3.11Min: 3.14 / Avg: 3.16 / Max: 3.18Min: 1.15 / Avg: 1.15 / Max: 1.16Min: 1.18 / Avg: 1.18 / Max: 1.18Min: 1.03 / Avg: 1.05 / Max: 1.09Min: 1.08 / Avg: 1.09 / Max: 1.1Min: 1.16 / Avg: 1.17 / Max: 1.18Min: 1.1 / Avg: 1.11 / Max: 1.12Min: 1.27 / Avg: 1.28 / Max: 1.3

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: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10606001200180024003000SE +/- 4.02, N = 3SE +/- 13.82, N = 3SE +/- 6.75, N = 3SE +/- 4.68, N = 3SE +/- 4.73, N = 3SE +/- 5.21, N = 3SE +/- 10.89, N = 3SE +/- 3.62, N = 3SE +/- 1.24, N = 3SE +/- 2.37, N = 3SE +/- 1.43, N = 3SE +/- 2.77, N = 3SE +/- 1.34, N = 3SE +/- 7.35, N = 3SE +/- 4.27, N = 3SE +/- 0.80, N = 3SE +/- 4.57, N = 3SE +/- 2.37, N = 32842.382750.572437.482292.382264.971969.501983.821694.071202.77973.39841.481394.051160.522162.581544.501371.211288.94908.43
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10605001000150020002500Min: 2836.78 / Avg: 2842.38 / Max: 2850.17Min: 2728.29 / Avg: 2750.57 / Max: 2775.87Min: 2424.79 / Avg: 2437.48 / Max: 2447.82Min: 2284.48 / Avg: 2292.38 / Max: 2300.69Min: 2257.89 / Avg: 2264.97 / Max: 2273.95Min: 1960.87 / Avg: 1969.5 / Max: 1978.86Min: 1962.07 / Avg: 1983.82 / Max: 1995.82Min: 1687.76 / Avg: 1694.07 / Max: 1700.31Min: 1201.03 / Avg: 1202.77 / Max: 1205.17Min: 968.67 / Avg: 973.39 / Max: 976.16Min: 838.63 / Avg: 841.48 / Max: 843.09Min: 1388.53 / Avg: 1394.05 / Max: 1397.22Min: 1159.04 / Avg: 1160.52 / Max: 1163.2Min: 2147.89 / Avg: 2162.58 / Max: 2170.35Min: 1536.07 / Avg: 1544.5 / Max: 1549.93Min: 1369.86 / Avg: 1371.21 / Max: 1372.62Min: 1279.87 / Avg: 1288.94 / Max: 1294.37Min: 903.72 / Avg: 908.43 / Max: 911.3

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106080160240320400SE +/- 0.48, N = 3SE +/- 0.44, N = 3SE +/- 0.23, N = 3SE +/- 0.59, N = 3SE +/- 0.10, N = 3SE +/- 0.43, N = 3SE +/- 0.44, N = 3SE +/- 0.37, N = 3SE +/- 0.26, N = 3SE +/- 0.27, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.27, N = 3SE +/- 0.21, N = 3SE +/- 0.30, N = 3SE +/- 0.06, N = 3SE +/- 0.18, N = 3SE +/- 0.20, N = 3373.71363.16301.11268.33239.61220.99219.76193.75116.31101.9288.16161.33137.66228.68173.79147.04141.5597.83
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106070140210280350Min: 372.76 / Avg: 373.71 / Max: 374.29Min: 362.35 / Avg: 363.16 / Max: 363.85Min: 300.74 / Avg: 301.11 / Max: 301.52Min: 267.37 / Avg: 268.33 / Max: 269.4Min: 239.45 / Avg: 239.61 / Max: 239.78Min: 220.47 / Avg: 220.99 / Max: 221.85Min: 218.98 / Avg: 219.76 / Max: 220.51Min: 193.27 / Avg: 193.75 / Max: 194.47Min: 115.91 / Avg: 116.31 / Max: 116.79Min: 101.39 / Avg: 101.92 / Max: 102.29Min: 88.15 / Avg: 88.16 / Max: 88.17Min: 161.27 / Avg: 161.33 / Max: 161.43Min: 137.22 / Avg: 137.66 / Max: 138.15Min: 228.33 / Avg: 228.68 / Max: 229.07Min: 173.4 / Avg: 173.79 / Max: 174.38Min: 146.97 / Avg: 147.04 / Max: 147.16Min: 141.28 / Avg: 141.55 / Max: 141.89Min: 97.49 / Avg: 97.83 / Max: 98.17

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106090180270360450SE +/- 0.70, N = 3SE +/- 1.04, N = 3SE +/- 0.12, N = 3SE +/- 0.60, N = 3SE +/- 0.71, N = 3SE +/- 0.53, N = 3SE +/- 0.48, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.26, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.31, N = 3SE +/- 0.42, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.28, N = 3SE +/- 0.16, N = 3433.81424.07327.80305.76283.98251.07250.98220.44162.63142.14116.05172.68156.50333.54240.62205.85196.01130.64
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106080160240320400Min: 432.58 / Avg: 433.81 / Max: 435Min: 422.83 / Avg: 424.07 / Max: 426.14Min: 327.59 / Avg: 327.8 / Max: 327.99Min: 305.05 / Avg: 305.76 / Max: 306.96Min: 282.89 / Avg: 283.98 / Max: 285.31Min: 250.02 / Avg: 251.07 / Max: 251.75Min: 250.26 / Avg: 250.98 / Max: 251.89Min: 220.26 / Avg: 220.44 / Max: 220.76Min: 162.56 / Avg: 162.63 / Max: 162.74Min: 141.87 / Avg: 142.14 / Max: 142.66Min: 116.05 / Avg: 116.05 / Max: 116.05Min: 172.61 / Avg: 172.68 / Max: 172.81Min: 156.03 / Avg: 156.5 / Max: 157.08Min: 332.77 / Avg: 333.54 / Max: 334.21Min: 240.5 / Avg: 240.62 / Max: 240.84Min: 205.75 / Avg: 205.85 / Max: 206Min: 195.53 / Avg: 196.01 / Max: 196.51Min: 130.32 / Avg: 130.64 / Max: 130.86

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: NASNer Large - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106020406080100SE +/- 0.25, N = 3SE +/- 0.21, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 387.1784.9764.8058.4755.2449.9448.9641.1130.6424.2421.4234.1228.9956.6440.3835.4133.0723.16
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: NASNer Large - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106020406080100Min: 86.77 / Avg: 87.17 / Max: 87.63Min: 84.64 / Avg: 84.97 / Max: 85.36Min: 64.64 / Avg: 64.8 / Max: 64.88Min: 58.27 / Avg: 58.47 / Max: 58.77Min: 55.17 / Avg: 55.24 / Max: 55.33Min: 49.78 / Avg: 49.94 / Max: 50.19Min: 48.73 / Avg: 48.96 / Max: 49.22Min: 41.01 / Avg: 41.11 / Max: 41.26Min: 30.54 / Avg: 30.64 / Max: 30.84Min: 24.05 / Avg: 24.24 / Max: 24.53Min: 21.38 / Avg: 21.42 / Max: 21.48Min: 34.07 / Avg: 34.12 / Max: 34.18Min: 28.95 / Avg: 28.99 / Max: 29.05Min: 56.5 / Avg: 56.64 / Max: 56.87Min: 40.24 / Avg: 40.38 / Max: 40.52Min: 35.38 / Avg: 35.41 / Max: 35.46Min: 32.99 / Avg: 33.07 / Max: 33.17Min: 23.12 / Avg: 23.16 / Max: 23.23

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: DenseNet 201 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300SE +/- 0.18, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.14, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3263.13254.45200.38189.28190.01176.49179.51154.19111.4692.9279.71114.58102.83191.31143.53130.15127.0291.07
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: DenseNet 201 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106050100150200250Min: 262.77 / Avg: 263.13 / Max: 263.32Min: 254.29 / Avg: 254.45 / Max: 254.63Min: 200.26 / Avg: 200.38 / Max: 200.51Min: 189.08 / Avg: 189.28 / Max: 189.62Min: 189.74 / Avg: 190.01 / Max: 190.2Min: 176.16 / Avg: 176.49 / Max: 176.91Min: 179.46 / Avg: 179.51 / Max: 179.56Min: 154.1 / Avg: 154.19 / Max: 154.26Min: 111.2 / Avg: 111.46 / Max: 111.81Min: 92.68 / Avg: 92.92 / Max: 93.05Min: 79.69 / Avg: 79.71 / Max: 79.72Min: 114.52 / Avg: 114.58 / Max: 114.63Min: 102.69 / Avg: 102.83 / Max: 103.01Min: 191.25 / Avg: 191.31 / Max: 191.34Min: 143.51 / Avg: 143.53 / Max: 143.55Min: 130.13 / Avg: 130.15 / Max: 130.17Min: 126.92 / Avg: 127.02 / Max: 127.07Min: 90.78 / Avg: 91.07 / Max: 91.23

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10604080120160200SE +/- 0.57, N = 3SE +/- 0.51, N = 3SE +/- 0.29, N = 3SE +/- 0.57, N = 3SE +/- 0.28, N = 3SE +/- 0.39, N = 3SE +/- 0.35, N = 3SE +/- 0.23, N = 3SE +/- 1.12, N = 3SE +/- 0.83, N = 4SE +/- 0.21, N = 3SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.62, N = 3SE +/- 0.40, N = 3SE +/- 0.08, N = 3SE +/- 0.30, N = 3SE +/- 0.18, N = 3204.67194.83145.65133.20123.20105.60102.5889.5571.2655.7049.7673.1866.24145.42106.0992.0380.2756.07
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10604080120160200Min: 203.85 / Avg: 204.67 / Max: 205.76Min: 194.12 / Avg: 194.83 / Max: 195.83Min: 145.22 / Avg: 145.65 / Max: 146.21Min: 132.33 / Avg: 133.2 / Max: 134.28Min: 122.7 / Avg: 123.2 / Max: 123.67Min: 105.06 / Avg: 105.6 / Max: 106.36Min: 102.1 / Avg: 102.58 / Max: 103.26Min: 89.19 / Avg: 89.55 / Max: 89.98Min: 69.37 / Avg: 71.26 / Max: 73.24Min: 54.49 / Avg: 55.7 / Max: 58.05Min: 49.35 / Avg: 49.76 / Max: 50Min: 72.93 / Avg: 73.18 / Max: 73.43Min: 66.03 / Avg: 66.24 / Max: 66.58Min: 144.46 / Avg: 145.42 / Max: 146.59Min: 105.5 / Avg: 106.09 / Max: 106.86Min: 91.93 / Avg: 92.03 / Max: 92.19Min: 79.81 / Avg: 80.27 / Max: 80.83Min: 55.8 / Avg: 56.07 / Max: 56.41

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG19 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10604080120160200SE +/- 0.48, N = 3SE +/- 0.36, N = 3SE +/- 0.21, N = 3SE +/- 0.44, N = 3SE +/- 0.16, N = 3SE +/- 0.35, N = 3SE +/- 0.23, N = 3SE +/- 0.19, N = 3SE +/- 0.77, N = 3SE +/- 0.62, N = 4SE +/- 0.18, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.44, N = 3SE +/- 0.28, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.12, N = 3162.05154.20115.44105.5497.8283.5680.8271.0756.1343.6339.3458.0352.52115.0383.8373.1263.5644.37
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG19 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060306090120150Min: 161.31 / Avg: 162.05 / Max: 162.94Min: 153.63 / Avg: 154.2 / Max: 154.86Min: 115.07 / Avg: 115.44 / Max: 115.8Min: 104.87 / Avg: 105.54 / Max: 106.37Min: 97.51 / Avg: 97.82 / Max: 98.02Min: 82.97 / Avg: 83.56 / Max: 84.19Min: 80.49 / Avg: 80.82 / Max: 81.26Min: 70.82 / Avg: 71.07 / Max: 71.44Min: 55.19 / Avg: 56.13 / Max: 57.65Min: 42.84 / Avg: 43.63 / Max: 45.49Min: 39.15 / Avg: 39.34 / Max: 39.7Min: 57.88 / Avg: 58.03 / Max: 58.26Min: 52.4 / Avg: 52.52 / Max: 52.67Min: 114.45 / Avg: 115.03 / Max: 115.89Min: 83.37 / Avg: 83.83 / Max: 84.34Min: 73.08 / Avg: 73.12 / Max: 73.18Min: 63.33 / Avg: 63.56 / Max: 63.94Min: 44.21 / Avg: 44.37 / Max: 44.6

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10605001000150020002500SE +/- 13.68, N = 3SE +/- 6.28, N = 3SE +/- 2.80, N = 3SE +/- 4.17, N = 3SE +/- 1.25, N = 3SE +/- 1.46, N = 3SE +/- 1.59, N = 3SE +/- 2.11, N = 3SE +/- 0.07, N = 3SE +/- 0.24, N = 3SE +/- 0.75, N = 3SE +/- 0.86, N = 3SE +/- 1.38, N = 3SE +/- 5.20, N = 3SE +/- 1.27, N = 3SE +/- 0.73, N = 3SE +/- 1.57, N = 3SE +/- 0.63, N = 32466.662335.461762.001663.871649.171516.961531.011232.47990.12759.43671.491002.00814.651672.731123.851009.26987.69726.30
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060400800120016002000Min: 2439.39 / Avg: 2466.66 / Max: 2482.28Min: 2328.06 / Avg: 2335.46 / Max: 2347.95Min: 1757.01 / Avg: 1762 / Max: 1766.68Min: 1655.67 / Avg: 1663.87 / Max: 1669.26Min: 1646.69 / Avg: 1649.17 / Max: 1650.64Min: 1514.94 / Avg: 1516.96 / Max: 1519.79Min: 1529.18 / Avg: 1531.01 / Max: 1534.17Min: 1230.15 / Avg: 1232.47 / Max: 1236.68Min: 990.01 / Avg: 990.12 / Max: 990.24Min: 759.11 / Avg: 759.43 / Max: 759.9Min: 670.13 / Avg: 671.49 / Max: 672.71Min: 1000.55 / Avg: 1002 / Max: 1003.54Min: 812.09 / Avg: 814.65 / Max: 816.83Min: 1662.99 / Avg: 1672.73 / Max: 1680.78Min: 1121.42 / Avg: 1123.85 / Max: 1125.72Min: 1008.28 / Avg: 1009.26 / Max: 1010.69Min: 984.63 / Avg: 987.69 / Max: 989.85Min: 725.1 / Avg: 726.3 / Max: 727.2

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106080160240320400SE +/- 0.42, N = 3SE +/- 0.38, N = 3SE +/- 0.10, N = 3SE +/- 0.57, N = 3SE +/- 0.07, N = 3SE +/- 0.29, N = 3SE +/- 0.25, N = 3SE +/- 0.23, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.38, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3347.93343.49259.26238.73215.85198.03199.43167.87135.14105.6494.72140.05116.90257.55184.80153.34147.17104.44
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 347.16 / Avg: 347.93 / Max: 348.59Min: 343.05 / Avg: 343.49 / Max: 344.25Min: 259.14 / Avg: 259.26 / Max: 259.45Min: 237.79 / Avg: 238.73 / Max: 239.76Min: 215.74 / Avg: 215.85 / Max: 215.97Min: 197.44 / Avg: 198.03 / Max: 198.36Min: 199.07 / Avg: 199.43 / Max: 199.9Min: 167.48 / Avg: 167.87 / Max: 168.27Min: 135.01 / Avg: 135.14 / Max: 135.24Min: 105.45 / Avg: 105.64 / Max: 105.99Min: 94.51 / Avg: 94.72 / Max: 95.03Min: 139.71 / Avg: 140.05 / Max: 140.49Min: 116.72 / Avg: 116.9 / Max: 117.12Min: 257.39 / Avg: 257.55 / Max: 257.83Min: 184.26 / Avg: 184.8 / Max: 185.52Min: 153.24 / Avg: 153.34 / Max: 153.46Min: 147.06 / Avg: 147.17 / Max: 147.36Min: 104.32 / Avg: 104.44 / Max: 104.65

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060140280420560700SE +/- 0.75, N = 3SE +/- 0.63, N = 3SE +/- 0.61, N = 3SE +/- 0.25, N = 3SE +/- 0.19, N = 3SE +/- 0.27, N = 3SE +/- 0.53, N = 3SE +/- 0.39, N = 3SE +/- 0.58, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.47, N = 3SE +/- 0.16, N = 3SE +/- 0.72, N = 3SE +/- 0.32, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3648.36634.09468.70441.24421.58376.73374.71319.25247.47203.91181.87259.43228.14496.24337.47294.36276.89196.00
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060110220330440550Min: 646.86 / Avg: 648.36 / Max: 649.2Min: 632.87 / Avg: 634.09 / Max: 634.95Min: 467.54 / Avg: 468.7 / Max: 469.59Min: 440.77 / Avg: 441.24 / Max: 441.62Min: 421.32 / Avg: 421.58 / Max: 421.95Min: 376.25 / Avg: 376.73 / Max: 377.19Min: 374.14 / Avg: 374.71 / Max: 375.76Min: 318.64 / Avg: 319.25 / Max: 319.97Min: 246.32 / Avg: 247.47 / Max: 248.16Min: 203.88 / Avg: 203.91 / Max: 203.94Min: 181.81 / Avg: 181.87 / Max: 181.99Min: 258.64 / Avg: 259.43 / Max: 260.28Min: 227.89 / Avg: 228.14 / Max: 228.44Min: 494.81 / Avg: 496.24 / Max: 497.01Min: 337.14 / Avg: 337.47 / Max: 338.12Min: 294.22 / Avg: 294.36 / Max: 294.52Min: 276.68 / Avg: 276.89 / Max: 277.18Min: 195.86 / Avg: 196 / Max: 196.07

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10602004006008001000SE +/- 2.25, N = 3SE +/- 1.01, N = 3SE +/- 1.47, N = 3SE +/- 1.63, N = 3SE +/- 0.67, N = 3SE +/- 0.21, N = 3SE +/- 0.31, N = 3SE +/- 0.37, N = 3SE +/- 0.56, N = 3SE +/- 0.50, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.01, N = 3SE +/- 0.74, N = 3SE +/- 0.31, N = 3SE +/- 0.49, N = 3SE +/- 0.13, N = 3SE +/- 0.17, N = 3790.77758.21589.86548.83499.69446.23440.79389.40270.00231.66204.32315.83287.68523.98399.00333.03315.37224.89
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060140280420560700Min: 786.44 / Avg: 790.77 / Max: 793.98Min: 756.33 / Avg: 758.21 / Max: 759.78Min: 587.12 / Avg: 589.86 / Max: 592.17Min: 545.63 / Avg: 548.83 / Max: 550.96Min: 498.72 / Avg: 499.69 / Max: 500.98Min: 445.83 / Avg: 446.23 / Max: 446.55Min: 440.29 / Avg: 440.79 / Max: 441.37Min: 389.01 / Avg: 389.4 / Max: 390.13Min: 269.37 / Avg: 270 / Max: 271.13Min: 230.69 / Avg: 231.66 / Max: 232.35Min: 204.27 / Avg: 204.32 / Max: 204.36Min: 315.54 / Avg: 315.83 / Max: 316.06Min: 287.66 / Avg: 287.68 / Max: 287.71Min: 522.59 / Avg: 523.98 / Max: 525.11Min: 398.38 / Avg: 399 / Max: 399.37Min: 332.49 / Avg: 333.03 / Max: 334Min: 315.2 / Avg: 315.37 / Max: 315.63Min: 224.54 / Avg: 224.89 / Max: 225.07

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106050100150200250SE +/- 0.40, N = 3SE +/- 0.50, N = 3SE +/- 0.28, N = 3SE +/- 0.73, N = 3SE +/- 0.29, N = 3SE +/- 0.43, N = 3SE +/- 0.34, N = 3SE +/- 0.32, N = 3SE +/- 1.36, N = 3SE +/- 0.79, N = 3SE +/- 0.05, N = 3SE +/- 0.24, N = 3SE +/- 0.21, N = 3SE +/- 0.62, N = 3SE +/- 0.38, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.12, N = 3247.83234.65180.45164.05154.64131.54128.22110.9387.3968.9560.3292.4584.83175.37128.05114.0397.3269.31
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10604080120160200Min: 247.23 / Avg: 247.83 / Max: 248.59Min: 233.84 / Avg: 234.65 / Max: 235.55Min: 180.02 / Avg: 180.45 / Max: 180.98Min: 162.9 / Avg: 164.05 / Max: 165.4Min: 154.27 / Avg: 154.64 / Max: 155.2Min: 130.9 / Avg: 131.54 / Max: 132.37Min: 127.68 / Avg: 128.22 / Max: 128.86Min: 110.47 / Avg: 110.93 / Max: 111.54Min: 85.16 / Avg: 87.39 / Max: 89.84Min: 67.57 / Avg: 68.95 / Max: 70.31Min: 60.26 / Avg: 60.32 / Max: 60.42Min: 92.08 / Avg: 92.45 / Max: 92.91Min: 84.49 / Avg: 84.83 / Max: 85.21Min: 174.34 / Avg: 175.37 / Max: 176.48Min: 127.45 / Avg: 128.05 / Max: 128.75Min: 113.94 / Avg: 114.03 / Max: 114.15Min: 97.01 / Avg: 97.32 / Max: 97.59Min: 69.14 / Avg: 69.31 / Max: 69.55

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10604080120160200SE +/- 0.54, N = 3SE +/- 0.41, N = 3SE +/- 0.22, N = 3SE +/- 0.42, N = 3SE +/- 0.23, N = 3SE +/- 0.25, N = 3SE +/- 0.19, N = 3SE +/- 0.17, N = 3SE +/- 0.65, N = 3SE +/- 0.47, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.35, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3196.44186.19143.02129.58122.32103.89101.1788.0468.4753.4947.7073.3567.24138.68101.0090.3476.8954.78
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10604080120160200Min: 195.58 / Avg: 196.44 / Max: 197.44Min: 185.53 / Avg: 186.19 / Max: 186.93Min: 142.65 / Avg: 143.02 / Max: 143.42Min: 128.93 / Avg: 129.58 / Max: 130.36Min: 121.92 / Avg: 122.32 / Max: 122.72Min: 103.47 / Avg: 103.89 / Max: 104.34Min: 100.84 / Avg: 101.17 / Max: 101.51Min: 87.77 / Avg: 88.04 / Max: 88.35Min: 67.58 / Avg: 68.47 / Max: 69.74Min: 52.98 / Avg: 53.49 / Max: 54.44Min: 47.69 / Avg: 47.7 / Max: 47.73Min: 73.18 / Avg: 73.35 / Max: 73.59Min: 66.99 / Avg: 67.24 / Max: 67.55Min: 138.17 / Avg: 138.68 / Max: 139.34Min: 100.78 / Avg: 101 / Max: 101.31Min: 90.27 / Avg: 90.34 / Max: 90.45Min: 76.7 / Avg: 76.89 / Max: 77.08Min: 54.68 / Avg: 54.78 / Max: 54.94

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 0.22.0Backend: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10607001400210028003500SE +/- 28.21, N = 3SE +/- 8.77, N = 3SE +/- 29.82, N = 3SE +/- 21.60, N = 3SE +/- 17.64, N = 7SE +/- 16.93, N = 15SE +/- 18.12, N = 15SE +/- 1.84, N = 3SE +/- 5.67, N = 15SE +/- 2.79, N = 3SE +/- 1.93, N = 15SE +/- 5.83, N = 15SE +/- 4.05, N = 15SE +/- 32.29, N = 3SE +/- 14.70, N = 3SE +/- 8.69, N = 6SE +/- 12.32, N = 15SE +/- 3.68, N = 43126.483032.102105.261879.991604.21999.75998.17704.69466.84280.99207.84420.04335.861886.301146.75753.69642.12262.411. (CXX) g++ options: -lpthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.22.0Backend: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10605001000150020002500Min: 3071.21 / Avg: 3126.48 / Max: 3163.96Min: 3020.49 / Avg: 3032.1 / Max: 3049.3Min: 2066.54 / Avg: 2105.26 / Max: 2163.91Min: 1837.67 / Avg: 1879.99 / Max: 1908.71Min: 1547.69 / Avg: 1604.21 / Max: 1678.53Min: 882.9 / Avg: 999.75 / Max: 1123.7Min: 902.21 / Avg: 998.17 / Max: 1118.93Min: 701.95 / Avg: 704.69 / Max: 708.17Min: 421.15 / Avg: 466.84 / Max: 492.4Min: 275.81 / Avg: 280.99 / Max: 285.36Min: 196.93 / Avg: 207.84 / Max: 221.87Min: 375.01 / Avg: 420.04 / Max: 449.23Min: 308.55 / Avg: 335.86 / Max: 357.56Min: 1835.53 / Avg: 1886.3 / Max: 1946.25Min: 1121.3 / Avg: 1146.75 / Max: 1172.23Min: 712.7 / Avg: 753.69 / Max: 772.31Min: 543.08 / Avg: 642.12 / Max: 714.76Min: 253.74 / Avg: 262.41 / Max: 271.071. (CXX) g++ options: -lpthread

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10604K8K12K16K20KSE +/- 91.95, N = 3SE +/- 87.95, N = 3SE +/- 61.30, N = 3SE +/- 29.32, N = 3SE +/- 51.02, N = 3SE +/- 45.97, N = 3SE +/- 27.40, N = 3SE +/- 19.13, N = 3SE +/- 11.70, N = 3SE +/- 3.92, N = 3SE +/- 0.74, N = 3SE +/- 0.04, N = 3SE +/- 13.79, N = 3SE +/- 3.93, N = 3SE +/- 3.00, N = 3SE +/- 0.84, N = 3SE +/- 1.89, N = 3SE +/- 6.34, N = 317334.0016656.2012015.5010952.779869.348528.708378.877320.736213.975052.734362.315893.415329.8413230.779407.757715.427115.394788.921. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10603K6K9K12K15KMin: 17242 / Avg: 17334 / Max: 17517.9Min: 16568 / Avg: 16656.2 / Max: 16832.1Min: 11954.1 / Avg: 12015.5 / Max: 12138.1Min: 10923.4 / Avg: 10952.77 / Max: 11011.4Min: 9818.31 / Avg: 9869.34 / Max: 9971.38Min: 8482.71 / Avg: 8528.7 / Max: 8620.63Min: 8351.43 / Avg: 8378.87 / Max: 8433.66Min: 7301.6 / Avg: 7320.73 / Max: 7358.98Min: 6201.96 / Avg: 6213.97 / Max: 6237.37Min: 5047.71 / Avg: 5052.73 / Max: 5060.46Min: 4361.4 / Avg: 4362.31 / Max: 4363.77Min: 5893.36 / Avg: 5893.41 / Max: 5893.5Min: 5315.74 / Avg: 5329.84 / Max: 5357.41Min: 13226.2 / Avg: 13230.77 / Max: 13238.6Min: 9404.45 / Avg: 9407.75 / Max: 9413.75Min: 7713.79 / Avg: 7715.42 / Max: 7716.58Min: 7112.49 / Avg: 7115.39 / Max: 7118.95Min: 4776.25 / Avg: 4788.92 / Max: 4795.31. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106030060090012001500SE +/- 1.38, N = 3SE +/- 2.79, N = 3SE +/- 0.78, N = 3SE +/- 0.39, N = 3SE +/- 0.27, N = 3SE +/- 2.90, N = 3SE +/- 3.09, N = 3SE +/- 0.56, N = 3SE +/- 3.01, N = 3SE +/- 1.09, N = 3SE +/- 0.48, N = 3SE +/- 1.57, N = 3SE +/- 0.27, N = 3SE +/- 1.06, N = 3SE +/- 3.58, N = 3SE +/- 0.19, N = 3SE +/- 6.42, N = 4SE +/- 3.50, N = 71578.291485.731203.571100.001088.17976.78971.24818.44725.98458.35411.29665.66452.89982.23614.69525.89478.54326.681. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106030060090012001500Min: 1576.6 / Avg: 1578.29 / Max: 1581.03Min: 1480.57 / Avg: 1485.73 / Max: 1490.16Min: 1202.34 / Avg: 1203.57 / Max: 1205.01Min: 1099.29 / Avg: 1100 / Max: 1100.65Min: 1087.63 / Avg: 1088.17 / Max: 1088.49Min: 973.65 / Avg: 976.78 / Max: 982.57Min: 968.1 / Avg: 971.24 / Max: 977.42Min: 817.33 / Avg: 818.44 / Max: 819.12Min: 719.96 / Avg: 725.98 / Max: 729.08Min: 457.19 / Avg: 458.35 / Max: 460.54Min: 410.33 / Avg: 411.29 / Max: 411.91Min: 662.55 / Avg: 665.66 / Max: 667.51Min: 452.56 / Avg: 452.89 / Max: 453.44Min: 980.36 / Avg: 982.23 / Max: 984.05Min: 607.91 / Avg: 614.69 / Max: 620.06Min: 525.56 / Avg: 525.89 / Max: 526.22Min: 459.83 / Avg: 478.54 / Max: 488.17Min: 306.72 / Avg: 326.68 / Max: 334.811. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060816243240SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 336.3934.9126.5624.0721.7818.7718.2216.049.227.496.5012.9811.8719.7214.2511.7010.617.261. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060816243240Min: 36.32 / Avg: 36.39 / Max: 36.51Min: 34.68 / Avg: 34.91 / Max: 35.05Min: 26.52 / Avg: 26.56 / Max: 26.57Min: 24.05 / Avg: 24.07 / Max: 24.09Min: 21.72 / Avg: 21.78 / Max: 21.89Min: 18.71 / Avg: 18.77 / Max: 18.81Min: 18.18 / Avg: 18.22 / Max: 18.24Min: 16 / Avg: 16.04 / Max: 16.09Min: 9.22 / Avg: 9.22 / Max: 9.23Min: 7.49 / Avg: 7.49 / Max: 7.5Min: 6.5 / Avg: 6.5 / Max: 6.5Min: 12.97 / Avg: 12.98 / Max: 12.98Min: 11.87 / Avg: 11.87 / Max: 11.88Min: 19.66 / Avg: 19.72 / Max: 19.8Min: 14.22 / Avg: 14.25 / Max: 14.3Min: 11.69 / Avg: 11.7 / Max: 11.7Min: 10.59 / Avg: 10.61 / Max: 10.65Min: 7.26 / Avg: 7.26 / Max: 7.271. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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 the OpenCL and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL MyocyteTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10601224364860SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 331.6931.0530.6331.6530.7631.6430.4231.1152.1347.3845.4830.6730.9735.9134.8738.7035.1034.691. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL MyocyteTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10601020304050Min: 31.62 / Avg: 31.69 / Max: 31.76Min: 30.93 / Avg: 31.05 / Max: 31.18Min: 30.55 / Avg: 30.63 / Max: 30.67Min: 31.59 / Avg: 31.65 / Max: 31.72Min: 30.56 / Avg: 30.76 / Max: 31.04Min: 31.58 / Avg: 31.64 / Max: 31.7Min: 30.35 / Avg: 30.42 / Max: 30.47Min: 31.01 / Avg: 31.11 / Max: 31.18Min: 51.87 / Avg: 52.13 / Max: 52.48Min: 47.29 / Avg: 47.38 / Max: 47.44Min: 45.37 / Avg: 45.48 / Max: 45.58Min: 30.62 / Avg: 30.67 / Max: 30.77Min: 30.86 / Avg: 30.97 / Max: 31.13Min: 35.85 / Avg: 35.91 / Max: 35.95Min: 34.79 / Avg: 34.87 / Max: 34.92Min: 38.49 / Avg: 38.7 / Max: 38.98Min: 35 / Avg: 35.1 / Max: 35.25Min: 34.6 / Avg: 34.69 / Max: 34.891. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL Particle FilterTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10603691215SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 34.244.395.746.226.827.757.878.909.9511.6912.9910.8211.874.966.497.888.2611.931. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL Particle FilterTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106048121620Min: 4.23 / Avg: 4.24 / Max: 4.26Min: 4.37 / Avg: 4.39 / Max: 4.42Min: 5.72 / Avg: 5.74 / Max: 5.75Min: 6.2 / Avg: 6.22 / Max: 6.24Min: 6.74 / Avg: 6.82 / Max: 6.96Min: 7.74 / Avg: 7.75 / Max: 7.76Min: 7.87 / Avg: 7.87 / Max: 7.88Min: 8.88 / Avg: 8.9 / Max: 8.93Min: 9.89 / Avg: 9.95 / Max: 10.01Min: 11.6 / Avg: 11.69 / Max: 11.83Min: 12.96 / Avg: 12.99 / Max: 13.02Min: 10.8 / Avg: 10.82 / Max: 10.85Min: 11.86 / Avg: 11.87 / Max: 11.89Min: 4.94 / Avg: 4.96 / Max: 5.01Min: 6.48 / Avg: 6.49 / Max: 6.51Min: 7.78 / Avg: 7.88 / Max: 8.01Min: 8.25 / Avg: 8.26 / Max: 8.27Min: 11.91 / Avg: 11.93 / Max: 11.981. (CXX) g++ options: -O2 -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 2.3.2TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106070140210280350SE +/- 0.71, N = 3SE +/- 0.90, N = 3SE +/- 0.78, N = 3SE +/- 0.99, N = 3SE +/- 0.60, N = 3SE +/- 0.64, N = 3SE +/- 0.34, N = 3SE +/- 0.61, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.27, N = 3SE +/- 0.43, N = 3SE +/- 0.53, N = 3SE +/- 0.05, N = 3SE +/- 0.43, N = 3SE +/- 0.17, N = 3301.93301.89256.83242.75229.12204.71205.20183.41116.02102.8691.53139.81126.64198.25155.22138.21140.29102.61
OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106050100150200250Min: 300.74 / Avg: 301.93 / Max: 303.21Min: 300.8 / Avg: 301.89 / Max: 303.68Min: 256 / Avg: 256.83 / Max: 258.38Min: 241.66 / Avg: 242.75 / Max: 244.73Min: 228.15 / Avg: 229.12 / Max: 230.21Min: 203.78 / Avg: 204.71 / Max: 205.93Min: 204.54 / Avg: 205.2 / Max: 205.66Min: 182.65 / Avg: 183.41 / Max: 184.63Min: 115.97 / Avg: 116.02 / Max: 116.09Min: 102.74 / Avg: 102.86 / Max: 103.02Min: 91.49 / Avg: 91.53 / Max: 91.59Min: 139.61 / Avg: 139.81 / Max: 140.1Min: 126.29 / Avg: 126.64 / Max: 127.17Min: 197.72 / Avg: 198.25 / Max: 199.09Min: 154.52 / Avg: 155.22 / Max: 156.25Min: 138.13 / Avg: 138.21 / Max: 138.28Min: 139.79 / Avg: 140.29 / Max: 141.15Min: 102.39 / Avg: 102.61 / Max: 102.95

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 2.13ATPase Simulation - 327,506 AtomsTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.08180.16360.24540.32720.409SE +/- 0.00297, N = 3SE +/- 0.00238, N = 3SE +/- 0.00233, N = 3SE +/- 0.00199, N = 3SE +/- 0.00245, N = 3SE +/- 0.00250, N = 3SE +/- 0.00245, N = 3SE +/- 0.00147, N = 4SE +/- 0.00105, N = 3SE +/- 0.00159, N = 3SE +/- 0.00026, N = 4SE +/- 0.00192, N = 3SE +/- 0.00287, N = 3SE +/- 0.00044, N = 3SE +/- 0.00088, N = 5SE +/- 0.00075, N = 6SE +/- 0.00195, N = 3SE +/- 0.00303, N = 30.188670.189090.193850.193070.195010.194400.193360.202500.286750.331100.363680.231850.250310.196690.209780.222690.239570.31789
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.13ATPase Simulation - 327,506 AtomsTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106012345Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.19 / Avg: 0.19 / Max: 0.2Min: 0.19 / Avg: 0.19 / Max: 0.2Min: 0.19 / Avg: 0.2 / Max: 0.2Min: 0.19 / Avg: 0.19 / Max: 0.2Min: 0.19 / Avg: 0.19 / Max: 0.2Min: 0.2 / Avg: 0.2 / Max: 0.21Min: 0.29 / Avg: 0.29 / Max: 0.29Min: 0.33 / Avg: 0.33 / Max: 0.33Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 0.23 / Avg: 0.23 / Max: 0.23Min: 0.24 / Avg: 0.25 / Max: 0.25Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.21 / Avg: 0.21 / Max: 0.21Min: 0.22 / Avg: 0.22 / Max: 0.23Min: 0.24 / Avg: 0.24 / Max: 0.24Min: 0.31 / Avg: 0.32 / Max: 0.32

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 ScoreTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106070140210280350322.76309.04233.56222.88220.76206.88205.23164.52142.20109.7095.60132.28118.49212.04147.98141.35132.8691.44

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: CopyTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106070140210280350SE +/- 0.67, N = 3SE +/- 0.40, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.24, N = 3SE +/- 0.31, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.25, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3322.20324.40301.23289.20291.87284.43287.80237.77216.83143.40124.77208.50145.37283.20205.93182.70182.00137.201. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 320.9 / Avg: 322.2 / Max: 323.1Min: 323.7 / Avg: 324.4 / Max: 325.1Min: 301.1 / Avg: 301.23 / Max: 301.5Min: 289 / Avg: 289.2 / Max: 289.5Min: 291.7 / Avg: 291.87 / Max: 292.2Min: 284.1 / Avg: 284.43 / Max: 284.9Min: 287.4 / Avg: 287.8 / Max: 288.4Min: 237.6 / Avg: 237.77 / Max: 238Min: 216.5 / Avg: 216.83 / Max: 217Min: 143.4 / Avg: 143.4 / Max: 143.4Min: 124.7 / Avg: 124.77 / Max: 124.8Min: 208.3 / Avg: 208.5 / Max: 208.8Min: 145.3 / Avg: 145.37 / Max: 145.4Min: 282.9 / Avg: 283.2 / Max: 283.7Min: 205.9 / Avg: 205.93 / Max: 206Min: 182.7 / Avg: 182.7 / Max: 182.7Min: 181.9 / Avg: 182 / Max: 182.1Min: 137.1 / Avg: 137.2 / Max: 137.31. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060120240360480600SE +/- 0.40, N = 3SE +/- 0.38, N = 3SE +/- 0.27, N = 3SE +/- 0.25, N = 3SE +/- 0.22, N = 3SE +/- 0.25, N = 3SE +/- 0.22, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 1.50, N = 8SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3566.70544.33436.27395.70395.67395.70395.67296.20265.33164.50142.10250.23162.90337.53228.80205.27205.27153.501. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060100200300400500Min: 566 / Avg: 566.7 / Max: 567.4Min: 543.7 / Avg: 544.33 / Max: 545Min: 436 / Avg: 436.27 / Max: 436.8Min: 395.4 / Avg: 395.7 / Max: 396.2Min: 395.4 / Avg: 395.67 / Max: 396.1Min: 395.4 / Avg: 395.7 / Max: 396.2Min: 395.4 / Avg: 395.67 / Max: 396.1Min: 296 / Avg: 296.2 / Max: 296.6Min: 265.1 / Avg: 265.33 / Max: 265.5Min: 164.3 / Avg: 164.5 / Max: 164.6Min: 131.6 / Avg: 142.1 / Max: 143.7Min: 250.1 / Avg: 250.23 / Max: 250.3Min: 162.9 / Avg: 162.9 / Max: 162.9Min: 337.2 / Avg: 337.53 / Max: 337.9Min: 228.6 / Avg: 228.8 / Max: 229Min: 205.2 / Avg: 205.27 / Max: 205.4Min: 205.2 / Avg: 205.27 / Max: 205.3Min: 153.5 / Avg: 153.5 / Max: 153.51. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060110220330440550SE +/- 1.39, N = 3SE +/- 0.35, N = 3SE +/- 0.54, N = 3SE +/- 0.15, N = 3SE +/- 0.43, N = 3SE +/- 1.00, N = 3SE +/- 0.82, N = 3SE +/- 0.40, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.28, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3495.37441.23345.77331.50319.57322.67333.20241.20241.50151.50132.60208.67148.87340.27214.67190.03190.90144.571. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106090180270360450Min: 492.9 / Avg: 495.37 / Max: 497.7Min: 440.6 / Avg: 441.23 / Max: 441.8Min: 345 / Avg: 345.77 / Max: 346.8Min: 331.2 / Avg: 331.5 / Max: 331.7Min: 319 / Avg: 319.57 / Max: 320.4Min: 320.8 / Avg: 322.67 / Max: 324.2Min: 332.1 / Avg: 333.2 / Max: 334.8Min: 240.4 / Avg: 241.2 / Max: 241.6Min: 241.4 / Avg: 241.5 / Max: 241.6Min: 151.5 / Avg: 151.5 / Max: 151.5Min: 132.6 / Avg: 132.6 / Max: 132.6Min: 208.5 / Avg: 208.67 / Max: 208.9Min: 148.8 / Avg: 148.87 / Max: 148.9Min: 339.7 / Avg: 340.27 / Max: 340.6Min: 214.6 / Avg: 214.67 / Max: 214.7Min: 190 / Avg: 190.03 / Max: 190.1Min: 190.9 / Avg: 190.9 / Max: 190.9Min: 144.5 / Avg: 144.57 / Max: 144.61. (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 BandwidthTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060110220330440550SE +/- 0.66, N = 3SE +/- 0.44, N = 3SE +/- 0.08, N = 3SE +/- 0.22, N = 3SE +/- 0.33, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.24, N = 3SE +/- 0.52, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.00, N = 3SE +/- 0.71, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.18, N = 3SE +/- 0.06, N = 3528.89506.33405.00368.47369.11368.96367.92275.86263.22164.25143.48234.67157.60328.90222.09197.26196.47146.621. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106090180270360450Min: 527.56 / Avg: 528.89 / Max: 529.56Min: 505.86 / Avg: 506.33 / Max: 507.2Min: 404.89 / Avg: 405 / Max: 405.16Min: 368.14 / Avg: 368.47 / Max: 368.89Min: 368.45 / Avg: 369.11 / Max: 369.46Min: 368.88 / Avg: 368.96 / Max: 369.1Min: 367.71 / Avg: 367.92 / Max: 368.07Min: 275.39 / Avg: 275.86 / Max: 276.14Min: 262.17 / Avg: 263.22 / Max: 263.74Min: 164.2 / Avg: 164.25 / Max: 164.28Min: 143.36 / Avg: 143.48 / Max: 143.56Min: 234.41 / Avg: 234.67 / Max: 234.99Min: 157.6 / Avg: 157.6 / Max: 157.61Min: 327.62 / Avg: 328.9 / Max: 330.06Min: 221.97 / Avg: 222.09 / Max: 222.26Min: 197.25 / Avg: 197.26 / Max: 197.26Min: 196.28 / Avg: 196.47 / Max: 196.83Min: 146.5 / Avg: 146.62 / Max: 146.691. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10603K6K9K12K15KSE +/- 228.75, N = 15SE +/- 207.30, N = 3SE +/- 124.22, N = 3SE +/- 7.41, N = 3SE +/- 76.18, N = 15SE +/- 81.15, N = 15SE +/- 84.87, N = 15SE +/- 77.72, N = 3SE +/- 44.36, N = 15SE +/- 46.38, N = 8SE +/- 40.24, N = 15SE +/- 61.47, N = 15SE +/- 7.83, N = 3SE +/- 5.50, N = 3SE +/- 3.14, N = 3SE +/- 7.63, N = 3SE +/- 3.03, N = 3SE +/- 1.88, N = 314203.8713532.7410335.508883.908502.717198.647089.505329.075538.754476.693888.164793.664610.0111720.578314.296770.976269.494199.711. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10602K4K6K8K10KMin: 13053.45 / Avg: 14203.87 / Max: 15437.95Min: 13125.63 / Avg: 13532.74 / Max: 13804.22Min: 10140.95 / Avg: 10335.5 / Max: 10566.59Min: 8869.2 / Avg: 8883.9 / Max: 8892.92Min: 8142.21 / Avg: 8502.71 / Max: 9026.44Min: 6674.06 / Avg: 7198.64 / Max: 7696.67Min: 6660.52 / Avg: 7089.5 / Max: 7602.81Min: 5220.89 / Avg: 5329.07 / Max: 5479.82Min: 5101.9 / Avg: 5538.75 / Max: 5611.95Min: 4152.15 / Avg: 4476.69 / Max: 4525.78Min: 3498.29 / Avg: 3888.16 / Max: 3948.46Min: 4537.68 / Avg: 4793.66 / Max: 5133.4Min: 4597.89 / Avg: 4610.01 / Max: 4624.67Min: 11712.35 / Avg: 11720.57 / Max: 11731.01Min: 8308.48 / Avg: 8314.29 / Max: 8319.28Min: 6760.98 / Avg: 6770.97 / Max: 6785.95Min: 6265.3 / Avg: 6269.49 / Max: 6275.37Min: 4196.49 / Avg: 4199.71 / Max: 4202.991. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060120240360480600SE +/- 1.16, N = 3SE +/- 1.46, N = 3SE +/- 0.03, N = 3SE +/- 0.92, N = 3SE +/- 0.77, N = 3SE +/- 0.81, N = 3SE +/- 0.71, N = 3SE +/- 0.01, N = 3SE +/- 0.35, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 1.14, N = 3SE +/- 0.76, N = 3SE +/- 0.02, N = 3SE +/- 0.71, N = 3SE +/- 0.14, N = 3547.97521.90378.98345.81310.27268.32263.11231.44196.60159.68137.47185.12168.44414.96297.94242.63223.91149.581. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060100200300400500Min: 546.71 / Avg: 547.97 / Max: 550.28Min: 520.32 / Avg: 521.9 / Max: 524.82Min: 378.93 / Avg: 378.98 / Max: 379.02Min: 343.96 / Avg: 345.81 / Max: 346.75Min: 308.73 / Avg: 310.27 / Max: 311.06Min: 266.7 / Avg: 268.32 / Max: 269.18Min: 262.4 / Avg: 263.11 / Max: 264.52Min: 231.43 / Avg: 231.44 / Max: 231.45Min: 196.17 / Avg: 196.6 / Max: 197.3Min: 159.57 / Avg: 159.68 / Max: 159.81Min: 137.43 / Avg: 137.47 / Max: 137.52Min: 185.1 / Avg: 185.12 / Max: 185.13Min: 168.44 / Avg: 168.44 / Max: 168.44Min: 413.44 / Avg: 414.96 / Max: 417.19Min: 296.99 / Avg: 297.94 / Max: 299.44Min: 242.6 / Avg: 242.63 / Max: 242.65Min: 222.79 / Avg: 223.91 / Max: 225.23Min: 149.42 / Avg: 149.58 / Max: 149.861. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10603K6K9K12K15KSE +/- 156.59, N = 15SE +/- 57.62, N = 3SE +/- 83.79, N = 15SE +/- 4.11, N = 3SE +/- 81.60, N = 15SE +/- 84.78, N = 15SE +/- 76.65, N = 15SE +/- 63.11, N = 3SE +/- 23.09, N = 3SE +/- 0.38, N = 3SE +/- 19.67, N = 3SE +/- 64.34, N = 15SE +/- 32.97, N = 3SE +/- 29.87, N = 15SE +/- 26.46, N = 3SE +/- 0.72, N = 3SE +/- 24.36, N = 3SE +/- 13.36, N = 1513841.2513609.3310404.719660.928570.607161.487023.075269.011610.281312.061140.294775.454657.793301.892430.742076.931685.051267.891. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10602K4K6K8K10KMin: 13064.83 / Avg: 13841.25 / Max: 14710.79Min: 13496.99 / Avg: 13609.33 / Max: 13687.78Min: 10047.59 / Avg: 10404.71 / Max: 10847.47Min: 9656.5 / Avg: 9660.92 / Max: 9669.13Min: 8189.47 / Avg: 8570.6 / Max: 9038.07Min: 6785.41 / Avg: 7161.48 / Max: 7580.47Min: 6574.27 / Avg: 7023.07 / Max: 7441.44Min: 5201.92 / Avg: 5269.01 / Max: 5395.15Min: 1564.12 / Avg: 1610.28 / Max: 1634.55Min: 1311.49 / Avg: 1312.06 / Max: 1312.77Min: 1102.57 / Avg: 1140.29 / Max: 1168.83Min: 4496.99 / Avg: 4775.45 / Max: 5173.28Min: 4594.53 / Avg: 4657.79 / Max: 4705.52Min: 3000.66 / Avg: 3301.89 / Max: 3375.19Min: 2378.04 / Avg: 2430.74 / Max: 2461.23Min: 2075.79 / Avg: 2076.93 / Max: 2078.25Min: 1639.44 / Avg: 1685.05 / Max: 1722.69Min: 1126.34 / Avg: 1267.89 / Max: 1290.721. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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 FactorizationTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10601632486480SE +/- 0.60, N = 3SE +/- 0.72, N = 3SE +/- 0.26, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.31, N = 3SE +/- 0.20, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 372.9672.7171.4770.9670.4569.4169.1767.9262.0159.2156.9566.0665.1069.0966.6764.6863.8658.671. (CXX) g++ options: -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10601428425670Min: 71.76 / Avg: 72.96 / Max: 73.65Min: 71.26 / Avg: 72.71 / Max: 73.53Min: 70.96 / Avg: 71.47 / Max: 71.76Min: 70.86 / Avg: 70.96 / Max: 71.1Min: 70.37 / Avg: 70.45 / Max: 70.53Min: 69.35 / Avg: 69.41 / Max: 69.46Min: 69.1 / Avg: 69.17 / Max: 69.28Min: 67.52 / Avg: 67.92 / Max: 68.21Min: 61.99 / Avg: 62.01 / Max: 62.05Min: 59.14 / Avg: 59.21 / Max: 59.27Min: 56.74 / Avg: 56.95 / Max: 57.11Min: 65.98 / Avg: 66.06 / Max: 66.16Min: 65.06 / Avg: 65.1 / Max: 65.14Min: 68.47 / Avg: 69.09 / Max: 69.41Min: 66.27 / Avg: 66.67 / Max: 66.89Min: 64.66 / Avg: 64.68 / Max: 64.71Min: 63.8 / Avg: 63.86 / Max: 63.9Min: 58.58 / Avg: 58.67 / Max: 58.731. (CXX) g++ options: -rdynamic -lOpenCL

JuliaGPU

JuliaGPU is an OpenCL benchmark with this version containing various PTS-specific enhancements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060M120M180M240M300MSE +/- 489061.14, N = 3SE +/- 78810.54, N = 3SE +/- 1165562.77, N = 3SE +/- 169596.23, N = 3SE +/- 389272.10, N = 3SE +/- 633693.84, N = 3SE +/- 369711.60, N = 3SE +/- 121354.48, N = 3SE +/- 78142.08, N = 3SE +/- 52667.10, N = 3SE +/- 383961.59, N = 3SE +/- 495295.96, N = 3SE +/- 197521.26, N = 3SE +/- 540298.84, N = 3SE +/- 341457.11, N = 3SE +/- 97519.45, N = 3SE +/- 76295.47, N = 3SE +/- 137674.47, N = 3303198573.97299834728.80286818331.27280162469.67275868151.17267086274.53264172441.47251925176.90195653728.47181882709.77169258044.90239300837.60230919642.13262248899.33237914974.40220447755.87216942144.93182188318.671. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106050M100M150M200M250MMin: 302303081.3 / Avg: 303198573.97 / Max: 303987072.5Min: 299683160.1 / Avg: 299834728.8 / Max: 299947976.5Min: 285621108.4 / Avg: 286818331.27 / Max: 289149167.5Min: 279907652.6 / Avg: 280162469.67 / Max: 280483759.2Min: 275409849.2 / Avg: 275868151.17 / Max: 276642341.4Min: 266002172.4 / Avg: 267086274.53 / Max: 268196872.5Min: 263796744.9 / Avg: 264172441.47 / Max: 264911832.2Min: 251682900.3 / Avg: 251925176.9 / Max: 252058855.7Min: 195536537.9 / Avg: 195653728.47 / Max: 195801868.9Min: 181805709 / Avg: 181882709.77 / Max: 181983456.7Min: 168529375.9 / Avg: 169258044.9 / Max: 169832285.6Min: 238659645.2 / Avg: 239300837.6 / Max: 240275351.6Min: 230528006.9 / Avg: 230919642.13 / Max: 231160296.4Min: 261590858.5 / Avg: 262248899.33 / Max: 263320217Min: 237311155 / Avg: 237914974.4 / Max: 238493163.8Min: 220327896.8 / Avg: 220447755.87 / Max: 220640935.1Min: 216792281.1 / Avg: 216942144.93 / Max: 217041948.9Min: 181934715.1 / Avg: 182188318.67 / Max: 182408000.51. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

LuxMark

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

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106010K20K30K40K50KSE +/- 20.92, N = 3SE +/- 166.33, N = 3SE +/- 0.88, N = 3SE +/- 7.51, N = 3SE +/- 98.93, N = 3SE +/- 7.54, N = 3SE +/- 4.93, N = 3SE +/- 0.67, N = 3SE +/- 39.15, N = 3SE +/- 26.16, N = 3SE +/- 6.23, N = 3SE +/- 19.86, N = 3SE +/- 35.04, N = 3SE +/- 7.67, N = 3SE +/- 17.98, N = 3SE +/- 36.50, N = 3SE +/- 1.00, N = 3SE +/- 4.00, N = 3465464297430179291642973430097300932168316871132461173216147151622168913788169251729012245
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10608K16K24K32K40KMin: 46506 / Avg: 46545.67 / Max: 46577Min: 42708 / Avg: 42974 / Max: 43280Min: 30178 / Avg: 30179.33 / Max: 30181Min: 29156 / Avg: 29164 / Max: 29179Min: 29554 / Avg: 29734.33 / Max: 29895Min: 30087 / Avg: 30097.33 / Max: 30112Min: 30084 / Avg: 30093 / Max: 30101Min: 21682 / Avg: 21682.67 / Max: 21684Min: 16814 / Avg: 16871 / Max: 16946Min: 13215 / Avg: 13246 / Max: 13298Min: 11724 / Avg: 11731.67 / Max: 11744Min: 16109 / Avg: 16147 / Max: 16176Min: 15094 / Avg: 15162.33 / Max: 15210Min: 21681 / Avg: 21688.67 / Max: 21704Min: 13759 / Avg: 13788.33 / Max: 13821Min: 16888 / Avg: 16925 / Max: 16998Min: 17289 / Avg: 17290 / Max: 17292Min: 12241 / Avg: 12245 / Max: 12253

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10607K14K21K28K35KSE +/- 168.12, N = 3SE +/- 21.50, N = 3SE +/- 108.17, N = 3SE +/- 11.68, N = 3SE +/- 16.84, N = 3SE +/- 26.44, N = 3SE +/- 43.34, N = 3SE +/- 3.84, N = 3SE +/- 49.74, N = 3SE +/- 18.25, N = 3SE +/- 2.00, N = 3SE +/- 2.33, N = 3SE +/- 1.33, N = 3SE +/- 19.33, N = 3SE +/- 1.20, N = 3SE +/- 15.50, N = 3SE +/- 4.91, N = 3SE +/- 1.53, N = 3307562863120164199162049918441185091375411096891479851100397941372187161025999837086
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10605K10K15K20K25KMin: 30577 / Avg: 30756 / Max: 31092Min: 28609 / Avg: 28631 / Max: 28674Min: 19948 / Avg: 20164.33 / Max: 20273Min: 19901 / Avg: 19916 / Max: 19939Min: 20465 / Avg: 20498.67 / Max: 20516Min: 18404 / Avg: 18440.67 / Max: 18492Min: 18444 / Avg: 18508.67 / Max: 18591Min: 13750 / Avg: 13754.33 / Max: 13762Min: 11036 / Avg: 11096.33 / Max: 11195Min: 8881 / Avg: 8914 / Max: 8944Min: 7983 / Avg: 7985 / Max: 7989Min: 11001 / Avg: 11003.33 / Max: 11008Min: 9793 / Avg: 9794.33 / Max: 9797Min: 13702 / Avg: 13721.33 / Max: 13760Min: 8714 / Avg: 8715.67 / Max: 8718Min: 10228 / Avg: 10259 / Max: 10275Min: 9973 / Avg: 9982.67 / Max: 9989Min: 7084 / Avg: 7086 / Max: 7089

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10602K4K6K8K10KSE +/- 1.73, N = 3SE +/- 4.37, N = 3SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 1.86, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 8.00, N = 3SE +/- 2.73, N = 3SE +/- 1.86, N = 3SE +/- 0.58, N = 3SE +/- 7.09, N = 3SE +/- 0.67, N = 3SE +/- 3.51, N = 3SE +/- 1.20, N = 3SE +/- 3.76, N = 3983692156839659065656150614848333885304827303805373356493807417038702648
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10602K4K6K8K10KMin: 9833 / Avg: 9836 / Max: 9839Min: 9206 / Avg: 9214.67 / Max: 9220Min: 6838 / Avg: 6839 / Max: 6840Min: 6588 / Avg: 6589.67 / Max: 6591Min: 6148 / Avg: 6150.33 / Max: 6154Min: 6147 / Avg: 6148.33 / Max: 6149Min: 4832 / Avg: 4832.67 / Max: 4834Min: 3869 / Avg: 3885 / Max: 3893Min: 3043 / Avg: 3048.33 / Max: 3052Min: 2728 / Avg: 2730.33 / Max: 2734Min: 3732 / Avg: 3733 / Max: 3734Min: 5640 / Avg: 5649 / Max: 5663Min: 3806 / Avg: 3806.67 / Max: 3808Min: 4166 / Avg: 4170 / Max: 4177Min: 3868 / Avg: 3869.67 / Max: 3872Min: 2642 / Avg: 2648.33 / Max: 2655

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.32630.65260.97891.30521.63151.331.381.451.381.421.291.271.210.620.650.621.101.111.021.001.100.960.83

OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 52.5 / Avg: 226.18 / Max: 324.2Min: 49.7 / Avg: 218.05 / Max: 323.3Min: 64 / Avg: 177.55 / Max: 252.2Min: 47.5 / Avg: 176.01 / Max: 263Min: 46.6 / Avg: 161.4 / Max: 230Min: 46 / Avg: 158.7 / Max: 226.7Min: 48.5 / Avg: 161.35 / Max: 226.3Min: 45.7 / Avg: 151.46 / Max: 214.2Min: 56.3 / Avg: 186.17 / Max: 244.4Min: 49.8 / Avg: 159.19 / Max: 211.9Min: 48.8 / Avg: 147.69 / Max: 193Min: 47.6 / Avg: 127.19 / Max: 170.3Min: 46.5 / Avg: 114.3 / Max: 152.8Min: 77.6 / Avg: 195.24 / Max: 264.4Min: 44.9 / Avg: 154.62 / Max: 208.2Min: 49.1 / Avg: 125.16 / Max: 155Min: 43.8 / Avg: 145.58 / Max: 193.2Min: 66.3 / Avg: 124.04 / Max: 159.6

NAMD CUDA

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.13System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106070140210280350Min: 54.3 / Avg: 214.96 / Max: 367.7Min: 53.9 / Avg: 251.92 / Max: 374Min: 48.8 / Avg: 219.44 / Max: 330.5Min: 52.9 / Avg: 238.49 / Max: 342.9Min: 47.2 / Avg: 198.42 / Max: 323.3Min: 50 / Avg: 202.69 / Max: 321.3Min: 48.4 / Avg: 233.81 / Max: 312Min: 46.1 / Avg: 197.89 / Max: 303.8Min: 55.9 / Avg: 272.91 / Max: 370.3Min: 52.6 / Avg: 238.95 / Max: 329.4Min: 51.3 / Avg: 258.19 / Max: 306.3Min: 47.7 / Avg: 177.22 / Max: 273.9Min: 44.9 / Avg: 177.54 / Max: 262.4Min: 55.3 / Avg: 266.23 / Max: 380Min: 48.6 / Avg: 253.18 / Max: 326.9Min: 50.3 / Avg: 198.82 / Max: 259.9Min: 48.2 / Avg: 206.59 / Max: 286.9Min: 45.2 / Avg: 198.8 / Max: 269.5

LuxMark

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060306090120150137.34131.66130.92119.09136.85130.30131.33112.4370.6467.8765.07102.75108.7088.2676.55111.5495.0383.34

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 53.7 / Avg: 338.9 / Max: 360.6Min: 53.9 / Avg: 326.39 / Max: 340.7Min: 49.4 / Avg: 230.52 / Max: 238Min: 52.5 / Avg: 244.9 / Max: 255.3Min: 47.5 / Avg: 217.27 / Max: 227.7Min: 50.1 / Avg: 230.98 / Max: 243.5Min: 47.2 / Avg: 229.14 / Max: 241Min: 47.4 / Avg: 192.86 / Max: 200.8Min: 130.4 / Avg: 238.82 / Max: 247.5Min: 87.7 / Avg: 195.16 / Max: 205Min: 52.2 / Avg: 180.29 / Max: 185.6Min: 48.2 / Avg: 157.16 / Max: 163.8Min: 45.9 / Avg: 139.49 / Max: 144Min: 107.7 / Avg: 245.73 / Max: 254Min: 75.8 / Avg: 180.11 / Max: 185.5Min: 52.3 / Avg: 151.74 / Max: 155.9Min: 48.6 / Avg: 181.94 / Max: 188.2Min: 76 / Avg: 146.92 / Max: 152

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10602040608010091.0089.7789.5882.6092.7883.9283.0972.1147.2546.0844.9170.3371.2257.6850.2970.3258.6351.14

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 60.2 / Avg: 337.98 / Max: 356.9Min: 55.9 / Avg: 318.95 / Max: 337.2Min: 47.8 / Avg: 225.09 / Max: 235.4Min: 53.8 / Avg: 241.11 / Max: 251.4Min: 47.6 / Avg: 220.93 / Max: 232.4Min: 51.5 / Avg: 219.74 / Max: 234.1Min: 49.8 / Avg: 222.76 / Max: 232.3Min: 48.6 / Avg: 190.73 / Max: 198.4Min: 112.5 / Avg: 234.81 / Max: 244.3Min: 51 / Avg: 193.46 / Max: 203.7Min: 51.9 / Avg: 177.8 / Max: 184.4Min: 48 / Avg: 156.46 / Max: 161.4Min: 46 / Avg: 137.52 / Max: 142.7Min: 52.7 / Avg: 237.89 / Max: 245.4Min: 49.1 / Avg: 173.32 / Max: 180.3Min: 50.1 / Avg: 145.89 / Max: 150.4Min: 49 / Avg: 170.27 / Max: 177.6Min: 45.6 / Avg: 138.57 / Max: 144.8

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106061218243027.4626.9927.4124.5027.1825.5226.3822.9215.2114.1613.7222.5024.2220.0218.5125.6419.5917.00

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106070140210280350Min: 57.7 / Avg: 358.16 / Max: 371Min: 54.2 / Avg: 341.41 / Max: 361Min: 50.8 / Avg: 249.5 / Max: 264.2Min: 52.6 / Avg: 269.03 / Max: 281.5Min: 47.6 / Avg: 241.53 / Max: 254.1Min: 51.8 / Avg: 241 / Max: 251.5Min: 47.9 / Avg: 233.07 / Max: 242.2Min: 50.4 / Avg: 210.86 / Max: 220.4Min: 57.2 / Avg: 255.39 / Max: 271.7Min: 51.4 / Avg: 215.19 / Max: 226.6Min: 50.9 / Avg: 198.98 / Max: 206.3Min: 47.2 / Avg: 169.1 / Max: 176.4Min: 46.7 / Avg: 154.16 / Max: 157.9Min: 55.9 / Avg: 282.16 / Max: 295.6Min: 47.9 / Avg: 205.71 / Max: 214.4Min: 51.1 / Avg: 162.66 / Max: 167.9Min: 48.8 / Avg: 197.56 / Max: 206Min: 45.7 / Avg: 155.74 / Max: 161.6

Rodinia

OpenBenchmarking.orgWatts, Fewer Is BetterRodinia 2.4System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060306090120150Min: 51.9 / Avg: 158.82 / Max: 169.5Min: 51.1 / Avg: 152.87 / Max: 162.6Min: 46.6 / Avg: 123.16 / Max: 135.3Min: 49.5 / Avg: 131.08 / Max: 142Min: 46.4 / Avg: 116.19 / Max: 128.7Min: 48.1 / Avg: 122.39 / Max: 128.3Min: 46.3 / Avg: 122.27 / Max: 129.5Min: 46.6 / Avg: 112.18 / Max: 123.5Min: 110.1 / Avg: 153.24 / Max: 157.4Min: 88.8 / Avg: 119.77 / Max: 124.7Min: 85.4 / Avg: 117.57 / Max: 120.9Min: 45.9 / Avg: 98.53 / Max: 104.6Min: 45.5 / Avg: 90.35 / Max: 95.7Min: 53.3 / Avg: 137.65 / Max: 146.3Min: 47.4 / Avg: 113.6 / Max: 118.7Min: 49.1 / Avg: 105.1 / Max: 108.7Min: 70.9 / Avg: 107.97 / Max: 112.9Min: 62.8 / Avg: 97.17 / Max: 100.8

OpenBenchmarking.orgWatts, Fewer Is BetterRodinia 2.4System Power Consumption MonitorRTX 2070 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1070 TiGTX 10604080120160200Min: 47 / Avg: 103.36 / Max: 166Min: 47.6 / Avg: 121.91 / Max: 156.6Min: 54.7 / Avg: 167.04 / Max: 233.5Min: 52.6 / Avg: 156.47 / Max: 203.2Min: 50.5 / Avg: 141.83 / Max: 190Min: 46 / Avg: 107.04 / Max: 129.7Min: 45.1 / Avg: 88.85 / Max: 116.6Min: 50.3 / Avg: 101.74 / Max: 149.4Min: 44.7 / Avg: 111.27 / Max: 154.1

ViennaCL

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.3150.630.9451.261.5751.351.311.180.710.901.351.400.730.600.790.661.101.080.590.700.710.801.00

cl-mem

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.72681.45362.18042.90723.6342.173.232.832.282.822.442.432.661.451.040.961.961.581.621.651.531.351.25

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10602040608010077.7276.6973.2363.9365.7657.1356.3850.3632.0531.4029.2949.6350.1766.2659.8761.4350.3040.06

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106070140210280350Min: 52 / Avg: 223.03 / Max: 367Min: 51.3 / Avg: 217.17 / Max: 360Min: 47 / Avg: 164.08 / Max: 318.6Min: 48.7 / Avg: 171.33 / Max: 292.2Min: 47.1 / Avg: 150.09 / Max: 265.5Min: 47.9 / Avg: 149.29 / Max: 251.7Min: 46.8 / Avg: 148.63 / Max: 238Min: 47 / Avg: 145.37 / Max: 229.5Min: 126.9 / Avg: 193.91 / Max: 298.6Min: 97.6 / Avg: 160.93 / Max: 243.5Min: 80.6 / Avg: 148.92 / Max: 222.7Min: 46.4 / Avg: 118.75 / Max: 170.7Min: 44.5 / Avg: 106.24 / Max: 161Min: 49.6 / Avg: 199.67 / Max: 326.6Min: 94 / Avg: 157.13 / Max: 259.6Min: 50.5 / Avg: 125.61 / Max: 179.8Min: 78 / Avg: 141.46 / Max: 206.4Min: 74.8 / Avg: 119.53 / Max: 184.8

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPRTX 2080 TiRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10604812162011.5415.4615.588.6717.5913.236.925.455.1212.255.707.977.876.366.234.00

OpenBenchmarking.orgGHash/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080GTX 10600.08330.16660.24990.33320.41650.370.320.210.300.150.120.040.080.050.260.260.150.11

JuliaGPU

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 1060600K1200K1800K2400K3000K1923116.671910018.662379445.262691799.292632329.692271141.792670026.702469451.171099178.251325997.881275493.932880366.362790569.691682592.711906369.992260229.901809790.271658141.69

clpeak

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Global Memory BandwidthTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERGTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106036912156.189.154.865.095.413.334.882.021.651.522.243.162.732.261.922.631.84

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Single-Precision FloatTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1080GTX 1070 TiGTX 107050100150200250103.61222.0984.4979.25121.6274.32111.74109.2042.0036.4939.3671.3589.1184.4670.63

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorTITAN RTXRTX 2070 SUPERRTX 2070RTX 2060 SUPERGTX 980 TiGTX 980GTX 970GTX 1660 Ti60120180240300Min: 50.6 / Avg: 137.09 / Max: 308.7Min: 47.5 / Avg: 69.91 / Max: 138.9Min: 48.2 / Avg: 96.86 / Max: 180.2Min: 46.6 / Avg: 63.45 / Max: 103Min: 54.9 / Avg: 131.87 / Max: 194.2Min: 52.5 / Avg: 122.69 / Max: 181.1Min: 51.4 / Avg: 98.78 / Max: 148.8Min: 45.5 / Avg: 67.18 / Max: 127.1

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.60751.2151.82252.433.03752.702.652.502.252.251.951.851.841.091.090.981.721.732.492.202.141.901.46

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10604080120160200Min: 51.5 / Avg: 203.24 / Max: 225.1Min: 50.3 / Avg: 197 / Max: 217.1Min: 47.6 / Avg: 151.43 / Max: 166.9Min: 49.8 / Avg: 153.89 / Max: 172.5Min: 47 / Avg: 137.66 / Max: 150.3Min: 46.9 / Avg: 137.5 / Max: 151.9Min: 47.1 / Avg: 142.14 / Max: 150.8Min: 47.9 / Avg: 126.06 / Max: 143Min: 128.4 / Avg: 179.97 / Max: 191.4Min: 51.6 / Avg: 146.12 / Max: 159.1Min: 93.6 / Avg: 140.29 / Max: 146.2Min: 46.4 / Avg: 107.92 / Max: 119.4Min: 43.9 / Avg: 97.25 / Max: 106.6Min: 51.6 / Avg: 166.5 / Max: 193Min: 46.2 / Avg: 135.52 / Max: 152.6Min: 51 / Avg: 113.26 / Max: 124.1Min: 46 / Avg: 117.77 / Max: 137.1Min: 44.7 / Avg: 102.22 / Max: 117.3

OpenBenchmarking.orgGIOPS Per Watt, More Is BetterclpeakOpenCL Test: Integer Compute INTTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106030609012015066.5854.7672.16123.0760.3952.7880.7463.259.008.449.1961.3879.9416.5226.8225.5923.8910.83

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakSystem Power Consumption MonitorTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2060 SUPERGTX 1660 TiGTX 1080 TiGTX 106070140210280350Min: 52.5 / Avg: 207.88 / Max: 366.7Min: 47.9 / Avg: 144.19 / Max: 288.8Min: 47.5 / Avg: 141.91 / Max: 279.4Min: 47.8 / Avg: 135.68 / Max: 254.5Min: 47.4 / Avg: 86.98 / Max: 242.5Min: 46.4 / Avg: 77.81 / Max: 158.1Min: 52.4 / Avg: 199.89 / Max: 328.7Min: 66.2 / Avg: 117.06 / Max: 191

cl-mem

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.86631.73262.59893.46524.33153.373.383.853.263.473.283.092.761.761.191.052.671.692.101.901.861.681.34

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.83481.66962.50443.33924.1743.133.462.852.742.603.712.612.241.481.031.072.331.612.021.641.761.541.44

PlaidML

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106061218243022.1926.7125.0626.2124.7521.3520.6818.207.677.176.9816.0614.7915.2114.0214.1612.359.57

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.4590.9181.3771.8362.2952.042.041.991.751.721.571.491.340.600.610.561.321.221.131.101.120.950.78

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106050100150200250Min: 51.1 / Avg: 182.86 / Max: 282.6Min: 50.7 / Avg: 178.03 / Max: 280Min: 48.4 / Avg: 151.02 / Max: 226.9Min: 49 / Avg: 153.24 / Max: 230.1Min: 46.6 / Avg: 139.53 / Max: 205.1Min: 47.6 / Avg: 141.04 / Max: 207.9Min: 53 / Avg: 147.84 / Max: 203.6Min: 48.8 / Avg: 144.1 / Max: 197.4Min: 128.3 / Avg: 193.81 / Max: 239.9Min: 99.3 / Avg: 168.06 / Max: 211.7Min: 72.9 / Avg: 158.81 / Max: 190.7Min: 46.7 / Avg: 122.59 / Max: 164Min: 44.4 / Avg: 112.99 / Max: 143Min: 125.6 / Avg: 201.87 / Max: 257Min: 84.5 / Avg: 158.48 / Max: 204.6Min: 51 / Avg: 131.33 / Max: 154.1Min: 70.5 / Avg: 148.83 / Max: 185.2Min: 55.5 / Avg: 124.66 / Max: 155.7

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.5761.1521.7282.3042.882.562.532.222.192.101.691.741.550.790.780.711.471.421.761.511.571.241.01

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106050100150200250Min: 55.6 / Avg: 169.21 / Max: 293Min: 51.5 / Avg: 167.74 / Max: 291.7Min: 48.5 / Avg: 147.96 / Max: 225.2Min: 50.7 / Avg: 139.72 / Max: 234.8Min: 47.9 / Avg: 135.09 / Max: 211.7Min: 49 / Avg: 148.17 / Max: 210.6Min: 54.4 / Avg: 144.26 / Max: 207.2Min: 47.9 / Avg: 142.09 / Max: 199.4Min: 127.5 / Avg: 205.03 / Max: 260.5Min: 52.8 / Avg: 183.08 / Max: 228.8Min: 81.7 / Avg: 163.48 / Max: 201.2Min: 47.3 / Avg: 117.8 / Max: 162Min: 44.8 / Avg: 109.89 / Max: 143.5Min: 55.7 / Avg: 189.84 / Max: 284.9Min: 94.6 / Avg: 159.56 / Max: 227.4Min: 51.5 / Avg: 131.42 / Max: 162.8Min: 77.9 / Avg: 157.58 / Max: 202.6Min: 68.7 / Avg: 129.36 / Max: 164

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: NASNer Large - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.08330.16660.24990.33320.41650.370.370.320.290.300.260.250.230.130.120.110.220.210.240.200.230.180.15

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 51.3 / Avg: 235.38 / Max: 341.7Min: 50.4 / Avg: 231.53 / Max: 336Min: 46.7 / Avg: 204.84 / Max: 277Min: 49.7 / Avg: 201.32 / Max: 272.7Min: 46.5 / Avg: 184.51 / Max: 249.7Min: 48 / Avg: 190.9 / Max: 247Min: 54.2 / Avg: 192.58 / Max: 235.4Min: 48.1 / Avg: 176.3 / Max: 224.1Min: 124.3 / Avg: 237.03 / Max: 284.6Min: 99.4 / Avg: 199.9 / Max: 241.3Min: 94.8 / Avg: 192.64 / Max: 216.8Min: 46.5 / Avg: 154.44 / Max: 184.5Min: 44.8 / Avg: 135.27 / Max: 159.9Min: 107 / Avg: 238.78 / Max: 315.7Min: 48.2 / Avg: 203.49 / Max: 246Min: 51.4 / Avg: 151.49 / Max: 175.5Min: 83.7 / Avg: 182.29 / Max: 211.2Min: 75.4 / Avg: 157.49 / Max: 178.6

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: DenseNet 201 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.34430.68861.03291.37721.72151.521.471.411.291.531.271.261.150.580.590.540.990.960.940.951.010.940.72

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106050100150200250Min: 52.7 / Avg: 173.29 / Max: 277.5Min: 52.4 / Avg: 173.16 / Max: 273Min: 48.8 / Avg: 141.86 / Max: 214.3Min: 51.5 / Avg: 146.49 / Max: 216.5Min: 49.1 / Avg: 124.58 / Max: 203.3Min: 51.5 / Avg: 138.71 / Max: 203.8Min: 55.8 / Avg: 142.16 / Max: 204.9Min: 49 / Avg: 134.34 / Max: 190.3Min: 57 / Avg: 191.08 / Max: 247.4Min: 53.5 / Avg: 157.67 / Max: 213.1Min: 52.1 / Avg: 148.78 / Max: 190.2Min: 48.2 / Avg: 115.16 / Max: 152Min: 45.8 / Avg: 106.92 / Max: 138.1Min: 109.8 / Avg: 203.83 / Max: 255.3Min: 49.1 / Avg: 151.63 / Max: 200.9Min: 53.5 / Avg: 128.35 / Max: 157.6Min: 48.3 / Avg: 135.38 / Max: 188.6Min: 45.7 / Avg: 125.77 / Max: 157.6

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.2340.4680.7020.9361.170.941.040.800.770.660.610.550.550.290.280.270.480.480.620.560.570.490.37

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 53.8 / Avg: 216.91 / Max: 353.5Min: 52.7 / Avg: 188.04 / Max: 345.4Min: 49.4 / Avg: 181.31 / Max: 274.6Min: 54.1 / Avg: 173.35 / Max: 273.1Min: 46.7 / Avg: 187.65 / Max: 267.6Min: 48.1 / Avg: 174.02 / Max: 249.3Min: 54 / Avg: 187.95 / Max: 233.7Min: 48.1 / Avg: 163.79 / Max: 226.4Min: 55.1 / Avg: 244.29 / Max: 316.2Min: 69.1 / Avg: 196.2 / Max: 247.2Min: 51.5 / Avg: 184.27 / Max: 233.4Min: 47.3 / Avg: 151.58 / Max: 191.5Min: 45.6 / Avg: 137.8 / Max: 169.2Min: 118 / Avg: 235.58 / Max: 316.5Min: 88.2 / Avg: 189.28 / Max: 251.8Min: 95.2 / Avg: 160.1 / Max: 191.4Min: 47.7 / Avg: 162.2 / Max: 207.3Min: 45.8 / Avg: 152.31 / Max: 187.6

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG19 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.16430.32860.49290.65720.82150.710.730.590.580.490.440.390.400.230.220.200.380.380.490.430.460.370.28

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 52.8 / Avg: 227.24 / Max: 356.3Min: 52.9 / Avg: 210.77 / Max: 350.6Min: 49.1 / Avg: 194.92 / Max: 278.5Min: 52.6 / Avg: 181.66 / Max: 277.7Min: 47.2 / Avg: 198.27 / Max: 271.7Min: 48.7 / Avg: 189.06 / Max: 250.5Min: 57.1 / Avg: 209.61 / Max: 237.5Min: 48.9 / Avg: 179.62 / Max: 228Min: 71.2 / Avg: 244.52 / Max: 316.6Min: 53.3 / Avg: 201.25 / Max: 246.9Min: 89.6 / Avg: 193.7 / Max: 220.3Min: 48.2 / Avg: 154.23 / Max: 191.6Min: 45.5 / Avg: 136.67 / Max: 171.6Min: 120.6 / Avg: 236.48 / Max: 318.6Min: 91.2 / Avg: 194.23 / Max: 252.2Min: 51.9 / Avg: 158.16 / Max: 196.1Min: 70.7 / Avg: 170.23 / Max: 208.9Min: 45.9 / Avg: 157.15 / Max: 187.3

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106061218243023.2322.6316.6014.1619.7014.8412.9811.676.645.535.2011.209.5610.229.3511.309.657.59

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10600.43880.87761.31641.75522.1941.951.661.521.361.341.181.231.110.610.560.521.020.951.340.941.080.990.70

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 56.2 / Avg: 178.56 / Max: 327.6Min: 51.8 / Avg: 206.66 / Max: 321.6Min: 49.6 / Avg: 170.73 / Max: 255.1Min: 49.4 / Avg: 176.08 / Max: 254.9Min: 49.5 / Avg: 161.34 / Max: 234.9Min: 49.8 / Avg: 167.7 / Max: 230.4Min: 54.4 / Avg: 162.79 / Max: 223.8Min: 47.6 / Avg: 150.66 / Max: 214.3Min: 126.5 / Avg: 220.09 / Max: 281.6Min: 56.7 / Avg: 188.31 / Max: 242.7Min: 81.4 / Avg: 182.54 / Max: 219.9Min: 46.3 / Avg: 136.65 / Max: 177.5Min: 46.3 / Avg: 123.06 / Max: 152.7Min: 128 / Avg: 191.53 / Max: 304Min: 84.7 / Avg: 196.13 / Max: 242.5Min: 51.1 / Avg: 141.76 / Max: 172.5Min: 84.3 / Avg: 149.15 / Max: 206.1Min: 46.9 / Avg: 150.12 / Max: 180

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10601.13182.26363.39544.52725.6595.033.703.183.212.893.092.592.161.061.151.051.841.902.662.252.101.801.48

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300Min: 52.7 / Avg: 128.84 / Max: 167.9Min: 49.4 / Avg: 162.94 / Max: 270.3Min: 52 / Avg: 137.63 / Max: 231.8Min: 46.8 / Avg: 145.98 / Max: 249.6Min: 47.5 / Avg: 122.1 / Max: 239.9Min: 55.4 / Avg: 144.71 / Max: 231.4Min: 48.6 / Avg: 147.64 / Max: 221.8Min: 129.1 / Avg: 233.7 / Max: 292Min: 53 / Avg: 176.69 / Max: 244.6Min: 83.3 / Avg: 172.91 / Max: 233.2Min: 47.9 / Avg: 141.14 / Max: 182.8Min: 46.3 / Avg: 119.8 / Max: 159.7Min: 56.4 / Avg: 186.43 / Max: 312.7Min: 48.4 / Avg: 149.71 / Max: 246.6Min: 52.2 / Avg: 140.17 / Max: 177.3Min: 89.6 / Avg: 153.55 / Max: 208.4Min: 45.9 / Avg: 132.6 / Max: 182.3

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080 TiGTX 1080GTX 1070 TiGTX 1070GTX 10601.14532.29063.43594.58125.72655.094.564.523.953.673.683.233.101.411.431.283.142.983.002.812.592.371.83

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2060GTX 980 TiGTX 980GTX 970GTX 1660 TiGTX 1660GTX 1080GTX 1070 TiGTX 1070GTX 106050100150200250Min: 52.6 / Avg: 166.27 / Max: 275.3Min: 51.8 / Avg: 130.6 / Max: 207.8Min: 56.5 / Avg: 138.96 / Max: 215.1Min: 49.2 / Avg: 136.18 / Max: 192.6Min: 54.9 / Avg: 136.39 / Max: 187.2Min: 49.2 / Avg: 125.65 / Max: 186.5Min: 57.1 / Avg: 192.1 / Max: 249.1Min: 100 / Avg: 162.49 / Max: 218.7Min: 94.4 / Avg: 160.18 / Max: 203.4Min: 46.6 / Avg: 100.43 / Max: 150.5Min: 46.3 / Avg: 96.5 / Max: 135.8Min: 48.5 / Avg: 142.23 / Max: 208.8Min: 52.4 / Avg: 128.8 / Max: 152Min: 50.4 / Avg: 132.86 / Max: 187.3Min: 46.3 / Avg: 122.88 / Max: 159.6

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