NVIDIA GPU Compute Benchmarks

Benchmarks for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2106089-IB-NVIDIACOM84
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
CPU Massive 4 Tests
Creator Workloads 5 Tests
Game Development 2 Tests
HPC - High Performance Computing 4 Tests
Machine Learning 3 Tests
Multi-Core 5 Tests
NVIDIA GPU Compute 22 Tests
OpenCL 4 Tests
Renderers 4 Tests
Vulkan Compute 5 Tests

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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
RTX 2060 SUPER
June 03 2021
  7 Hours, 7 Minutes
RTX 2070
June 06 2021
  7 Hours, 8 Minutes
RTX 2070 SUPER
June 05 2021
  6 Hours, 3 Minutes
RTX 2080
June 03 2021
  6 Hours, 9 Minutes
RTX 2080 SUPER
June 05 2021
  5 Hours, 28 Minutes
RTX 2080 Ti
June 06 2021
  4 Hours, 47 Minutes
TITAN RTX
June 04 2021
  4 Hours, 45 Minutes
RTX 3060
June 04 2021
  5 Hours, 58 Minutes
RTX 3060 Ti
June 05 2021
  5 Hours, 10 Minutes
RTX 3070
June 04 2021
  4 Hours, 37 Minutes
RTX 3070 Ti
June 02 2021
  4 Hours, 49 Minutes
RTX 3080
June 03 2021
  4 Hours, 1 Minute
RTX 3080 Ti
June 03 2021
  4 Hours, 36 Minutes
RTX 3090
June 02 2021
  4 Hours, 22 Minutes
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  5 Hours, 21 Minutes

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NVIDIA GPU Compute BenchmarksOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads)ASUS ROG CROSSHAIR VIII HERO (3402 BIOS)AMD Starship/Matisse16GB1000GB Sabrent Rocket 4.0 Plus + 2000GBNVIDIA GeForce RTX 2060 SUPER 8GBASUS NVIDIA GeForce RTX 2070 8GBNVIDIA GeForce RTX 2070 SUPER 8GBZotac NVIDIA GeForce RTX 2080 8GBNVIDIA GeForce RTX 2080 SUPER 8GBNVIDIA GeForce RTX 2080 Ti 11GBNVIDIA TITAN RTX 24GBeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA GeForce RTX 3060 Ti 8GBNVIDIA GeForce RTX 3070 8GBNVIDIA GeForce RTX 3070 Ti 8GBNVIDIA GeForce RTX 3080 10GBNVIDIA GeForce RTX 3080 Ti 12GBNVIDIA GeForce RTX 3090 24GBNVIDIA TU106 HD AudioNVIDIA TU104 HD AudioNVIDIA TU102 HD AudioNVIDIA GeForce RTX 3060NVIDIA GA104 HD AudioNVIDIA GA102 HD AudioASUS VP28URealtek RTL8125 2.5GbE + Intel I211Ubuntu 21.045.11.0-17-generic (x86_64)GNOME Shell 3.38.4X Server 1.20.11NVIDIA 465.314.6.0OpenCL 3.0 CUDA 11.3.1161.2.168GCC 10.3.0 + CUDA 11.3ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudiosMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionNVIDIA GPU Compute Benchmarks PerformanceSystem Logs- Transparent Huge Pages: madvise- --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009 - RTX 2060 SUPER: GPU Compute Cores: 2176- RTX 2070: GPU Compute Cores: 2304- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080: GPU Compute Cores: 2944- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2080 Ti: GPU Compute Cores: 4352- TITAN RTX: GPU Compute Cores: 4608- RTX 3060: GPU Compute Cores: 3584- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 3070: GPU Compute Cores: 5888- RTX 3070 Ti: GPU Compute Cores: 6144- RTX 3080: GPU Compute Cores: 8704- RTX 3080 Ti: GPU Compute Cores: 10240- RTX 3090: GPU Compute Cores: 10496- Python 3.9.5- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090Result OverviewPhoronix Test Suite100%176%252%328%404%BlenderChaos Group V-RAYLuxCoreRendervkpeakclpeakHashcatOctaneBenchMixbenchLeelaChessZeroRedShift DemoPlaidMLIndigoBenchSHOC Scalable HeterOgeneous ComputingVkResampleRealSR-NCNNArrayFireViennaCLcl-memFAHBenchWaifu2x-NCNN VulkanNAMD CUDA

RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090Per Watt Result OverviewPhoronix Test Suite100%121%141%162%Chaos Group V-RAYArrayFireMixbenchclpeakLuxCoreRenderLeelaChessZeroOctaneBenchIndigoBenchPlaidMLFAHBenchHashcatSHOC Scalable HeterOgeneous Computingcl-memP.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.MP.W.G.MP.W.G.MP.W.G.M

NVIDIA GPU Compute Benchmarksblender: Classroom - CUDAblender: Barbershop - NVIDIA OptiXclpeak: Single-Precision Floatblender: Classroom - NVIDIA OptiXblender: Pabellon Barcelona - CUDAblender: Pabellon Barcelona - NVIDIA OptiXv-ray: NVIDIA CUDA GPUv-ray: NVIDIA RTX GPUluxcorerender: DLSC - GPUblender: Fishy Cat - CUDAblender: BMW27 - CUDAluxcorerender: Danish Mood - GPUvkpeak: fp32-vec4arrayfire: BLAS OpenCLblender: BMW27 - NVIDIA OptiXblender: Fishy Cat - NVIDIA OptiXluxcorerender: LuxCore Benchmark - GPUvkpeak: fp64-vec4vkpeak: fp32-scalarvkpeak: fp64-scalarclpeak: Double-Precision Doublevkpeak: int32-scalarvkpeak: int16-scalarvkpeak: fp16-scalarvkpeak: int32-vec4vkpeak: fp16-vec4shoc: OpenCL - GEMM SGEMM_Nblender: Barbershop - CUDAviennacl: OpenCL BLAS - dGEMM-NNhashcat: SHA1viennacl: OpenCL BLAS - dGEMM-TNhashcat: MD5shoc: OpenCL - MD5 Hashhashcat: SHA-512clpeak: Integer Compute INTvkpeak: int16-vec4hashcat: TrueCrypt RIPEMD160 + XTSindigobench: OpenCL GPU - Bedroomluxcorerender: Rainbow Colors and Prism - GPUmixbench: NVIDIA CUDA - Half Precisionoctanebench: Total Scoreluxcorerender: Orange Juice - GPUlczero: OpenCLredshift: realsr-ncnn: 4x - Yeshashcat: 7-Zipplaidml: No - Inference - VGG19 - OpenCLplaidml: No - Inference - VGG16 - OpenCLcl-mem: Readclpeak: Global Memory Bandwidthshoc: OpenCL - FFT SPshoc: OpenCL - S3Dvkresample: 2x - Singleviennacl: OpenCL BLAS - dGEMM-NTcl-mem: Writeplaidml: No - Inference - ResNet 50 - OpenCLindigobench: OpenCL GPU - Supercarviennacl: OpenCL BLAS - dAXPYbetsy: ETC2 RGB - Highestrealsr-ncnn: 4x - Noviennacl: OpenCL BLAS - dGEMV-Nshoc: OpenCL - Texture Read Bandwidthbetsy: ETC1 - Highestviennacl: OpenCL BLAS - dDOTviennacl: OpenCL BLAS - dCOPYfahbench: viennacl: OpenCL BLAS - dGEMM-TTarrayfire: Conjugate Gradient OpenCLwaifu2x-ncnn: 2x - 3 - Yesviennacl: OpenCL BLAS - sAXPYviennacl: OpenCL BLAS - sDOTviennacl: OpenCL BLAS - sCOPYcl-mem: Copynamd-cuda: ATPase Simulation - 327,506 Atomsviennacl: OpenCL BLAS - dGEMV-Tmixbench: NVIDIA CUDA - Integermixbench: NVIDIA CUDA - Double Precisionmixbench: NVIDIA CUDA - Single PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090299.301767.427122.60143.45545.19183.315308033.93121.5063.852.888311.482611.2430.1561.153.91258.518314.10258.32263.138246.825437.698298.468206.7116219.423023.531083.2824493984571432432864314285718.301012914857147090.647201.013499007.34714.1314480.23242.6832284.511468037676.123493227101.87128.87396.8368.68949.960188.78322.327244333.0378.7523.2993888.48911.6423721110.736.139401368207.99552.0765.322327255280288.20.155023257811.27221.658225.59308.701819.257244.69146.54556.43186.125197853.89122.6564.832.818451.072680.1230.3960.403.91262.868449.25262.90267.898365.015530.458439.958319.6816496.223112.871113.4925195712428572482940517142918.670213146571437155.077362.193555387.40913.2614636.77242.9420454.481473037474.975500673104.17131.82396.8369.26954.251192.70622.297250324.0380.7223.44038811.4933691081.44400367205.30822.0915.305322258270284.60.152473197995.96226.328377.73174.291011.958456.1790.56361.62130.7679310084.9797.7551.853.589791.333017.8625.9051.394.53307.319780.52305.23305.279756.506445.649764.679705.6319106.953269.42595.81278110499142862833395590000021.387915357142868446.248534.724123887.64813.1019471.03258.3637085.441735335164.220580567120.83152.36392.0363.951088.04199.71719.881278314.9418.6824.45138210.1653701144.90397363227.94192.0894.853321258278289.00.143233259219.34256.339668.05169.34975.229258.5886.74354.5129.027809595.1596.8651.523.7110886.653346.8829.0850.154.69341.3610901.17338.65345.8110862.127123.9510871.1810806.2421212.963350.00585.52323123001428573263799864285724.010016967333339079.549468.384528837.74212.1621586.18260.4580525.581866033859.556642760129.95164.37396.8369.301099.39197.20619.053320330.7442.2924.8813886.8739.4933711119.865.017404370244.51843242.0744.648323251278290.20.1380133410234.25288.6610803.63160.42913.2610434.5581.88344.55123.537999815.3795.6850.743.8511917.033667.1725.6844.554.84370.7711920.76371.68378.2511820.677814.8311924.6711765.0923328.093719.30555.03353135967714293544174605714326.4571189361666710392.3310383.045062177.96812.1523388.22270.3021475.772057632254.068712650145.29183.11437.5405.761203.71212.73817.516349347.0472.0925.7044278.8803891168.27441405261.56803501.8974.395330251288301.70.1352235611161.70314.8511622.18152.39899.5913781.3373.30283.9698.6499013246.8372.4238.495.0116487.614821.3819.2433.926.51513.1016498.51513.77522.3116358.3510811.5716457.9116279.2732202.584835.13548.91469178153285714755407435714334.9652246056666713127.4614076.5764481311.03115.2828438.06359.8439047.102773424544.225892410187.25235.75545.6507.081483.30271.24714.781466447.0638.3933.3525187.6294601180.65517477305.31034681.6773.872404319304322.80.1332437514731.97409.0514851.91152.70907.4614490.0073.43281.0897.57100613867.0469.4636.795.2117203.154994.9318.7232.746.92536.0217206.48535.94548.4817030.3911258.4417183.0416941.2833598.085057.65551.44496186879428574865668448571436.7519258308333313853.3914765.3867887511.59216.8328374.42382.4211537.212916823341.913944400197.09248.34567.8530.291578.37288.60013.560493494.7652.4135.3145427.3374621168.30531495307.58604951.6403.855403316305319.30.1330437215399.95425.4515431.56127.15876.6812561.5677.87316.30115.2185211685.3684.5543.853.619039.773490.1623.5653.924.56213.536818.80213.55214.356809.184488.856836.836780.5413718.142770.78962.3120477623285712042400501428615.159111197000006338.905969.652999138.50415.3613379.48293.7797256.061867530067.13442760997.37122.25318.0315.44934.170172.08323.135302.2340.1325.86032710.3622211255.28329315182.00352.4944.850306289275270.00.154713035883.15178.2012815.8385.37552.1116021.6353.66218.4582.07125616587.1961.6731.824.9112854.495040.8717.4239.246.04305.199684.39304.87303.929700.506403.149720.679646.8519484.463432.76596.57291110687428572923415844285721.613015899000008378.398477.2342798911.45120.9919243.59384.1780147.612663923750.635587145133.75168.99393.1388.871153.04211.71717.673293383.8456.4034.0063998.3172242120.83398371236.50582.0834.180359328289293.20.129283338458.84255.2218247.6176.05466.4220072.7246.99189.9172.98141718288.2554.1328.955.8115292.855790.3415.7333.506.98362.4311498.10361.24362.3011545.087629.6711572.6011492.6323200.573795.35507.79338131451714293374028150000025.5521188668571410264.4710070.3250318812.89223.4522837.37413.1817898.432925322746.633687591154.05194.52393.2389.261135.09218.30617.549339380.4495.6837.3663977.8152212131.07398370267.06982.0874.035358326281294.90.1261133310033.78302.0221395.3773.41459.7821524.4944.18184.7667.18148619828.7152.6027.806.0315511.755805.7517.0934.177.41367.8811707.87366.91368.7111695.967730.7511727.9211649.9023509.084710.76501.65345133751285713434147745714326.2725191694285710957.1010205.7651271313.73323.7723025.87454.4966168.673173920140.564720064160.06202.76539.1528.731536.78286.10713.557347516.1513.3738.9475285.7367.0442072.974.249521478267.28191.6683.730435331337.60.1248510120.80305.0421337.8360.87407.3329577.1336.09146.2952.801785237311.6741.4121.948.0022809.117417.8911.2822.799.99536.4517183.85534.50545.9617087.3311290.9817097.7817024.2734278.046305.82442.84499192576285714985896241428637.5181273858571415474.8914570.6871997517.54128.2031733.30568.25721210.793747716432.370991970223.94281.36672.8662.391918.51339.02311.268501646.2730.1646.4966294.3876.0362412210.173.317601555321.33055011.5553.366480367356354.70.1209937713956.21421.8829218.8552.64358.7833723.3431.68124.4345.882049278213.5135.4618.859.2825895.838125.719.7119.9211.54611.0319639.66604.88623.3319501.4712829.1619465.2719408.5639163.488100.68386.72559216602428575576584648571441.8308307015714317317.3116203.0180760020.03733.2535590.07666.47857511.963940914329.2861097120248.34311.73804.8794.552289.54419.3289.561561733.2789.3551.4417054.0825.6352302167.413.084644592335.09815601.5133.283489363358355.00.1206636715545.63469.1632644.6851.28345.1935210.0329.92120.3844.122099285714.0634.4018.369.7227527.948463.769.4819.1111.99651.8920790.49651.06652.3420714.1613650.6620789.4820597.7041672.108327.84373.69600228282500005986997870000044.1102324251666718051.5916881.7684788620.76534.2737668.36679.58418112.354034813928.1801153000257.64323.31825.7813.572346.13429.5999.302602745.5816.8553.0117233.9395.5172219.903.012657607344.98751.4753.235498365363.00.1198816502.90494.2434169.74OpenBenchmarking.org

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309070140210280350SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.41, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3299.30308.70174.29169.34160.42152.39152.70127.1585.3776.0573.4160.8752.6451.28

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090400800120016002000SE +/- 0.20, N = 3SE +/- 0.26, N = 3SE +/- 1.83, N = 3SE +/- 3.68, N = 3SE +/- 1.18, N = 3SE +/- 0.69, N = 3SE +/- 3.15, N = 3SE +/- 0.51, N = 3SE +/- 0.26, N = 3SE +/- 0.33, N = 3SE +/- 0.30, N = 3SE +/- 0.86, N = 3SE +/- 0.34, N = 3SE +/- 0.77, N = 31767.421819.251011.95975.22913.26899.59907.46876.68552.11466.42459.78407.33358.78345.19

clpeak

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

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30908K16K24K32K40KSE +/- 77.28, N = 15SE +/- 99.77, N = 15SE +/- 77.61, N = 15SE +/- 89.35, N = 15SE +/- 83.80, N = 15SE +/- 222.21, N = 15SE +/- 183.70, N = 15SE +/- 16.58, N = 14SE +/- 7.12, N = 15SE +/- 12.54, N = 14SE +/- 2.30, N = 14SE +/- 69.64, N = 13SE +/- 21.75, N = 15SE +/- 28.06, N = 147122.607244.698456.179258.5810434.5513781.3314490.0012561.5616021.6320072.7221524.4929577.1333723.3435210.031. (CXX) g++ options: -O3 -rdynamic -lOpenCL

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090306090120150SE +/- 0.27, N = 3SE +/- 0.63, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.22, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 3SE +/- 0.31, N = 3143.45146.5490.5686.7481.8873.3073.4377.8753.6646.9944.1836.0931.6829.92

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090120240360480600SE +/- 0.11, N = 3SE +/- 0.25, N = 3SE +/- 0.34, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3545.19556.43361.62354.50344.55283.96281.08316.30218.45189.91184.76146.29124.43120.38

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904080120160200SE +/- 0.57, N = 3SE +/- 0.54, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3183.31186.12130.76129.02123.5398.6497.57115.2182.0772.9867.1852.8045.8844.12

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905001000150020002500SE +/- 0.33, N = 3SE +/- 1.15, N = 3SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 2.03, N = 3SE +/- 1.33, N = 35305197937807999901006852125614171486178520492099

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30906001200180024003000SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 1.76, N = 3SE +/- 1.76, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 3.00, N = 3SE +/- 3.48, N = 3SE +/- 9.02, N = 38037851008959981132413861168165818281982237327822857

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309048121620SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.933.894.975.155.376.837.045.367.198.258.7111.6713.5114.06MIN: 3.81 / MAX: 4.12MIN: 3.78 / MAX: 4.04MIN: 4.86 / MAX: 5.09MIN: 5.03 / MAX: 5.33MIN: 5.07 / MAX: 5.51MIN: 6.56 / MAX: 6.93MIN: 6.59 / MAX: 7.3MIN: 5.23 / MAX: 5.58MIN: 6.89 / MAX: 7.44MIN: 8.13 / MAX: 8.41MIN: 8.19 / MAX: 8.87MIN: 11.22 / MAX: 11.86MIN: 12.39 / MAX: 13.74MIN: 13.57 / MAX: 14.34

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090306090120150SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3121.50122.6597.7596.8695.6872.4269.4684.5561.6754.1352.6041.4135.4634.40

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901428425670SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 363.8564.8351.8551.5250.7438.4936.7943.8531.8228.9527.8021.9418.8518.36

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.03, N = 4SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 6SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 32.882.813.583.713.855.015.213.614.915.816.038.009.289.72MIN: 0.92 / MAX: 3.41MIN: 0.88 / MAX: 3.32MIN: 1.17 / MAX: 4.31MIN: 1.18 / MAX: 4.47MIN: 1.19 / MAX: 4.64MIN: 1.68 / MAX: 6.06MIN: 1.69 / MAX: 6.28MIN: 1.15 / MAX: 4.3MIN: 1.66 / MAX: 5.96MIN: 1.82 / MAX: 7.01MIN: 2.03 / MAX: 7.29MIN: 2.38 / MAX: 9.7MIN: 2.69 / MAX: 11.32MIN: 3.01 / MAX: 11.82

vkpeak

Vkpeak is a Vulkan compute benchmark inspired by OpenCL's clpeak. Vkpeak provides Vulkan compute performance measurements for FP16 / FP32 / FP64 / INT16 / INT32 scalar and vec4 performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30906K12K18K24K30KSE +/- 42.90, N = 3SE +/- 46.44, N = 3SE +/- 43.80, N = 3SE +/- 59.30, N = 3SE +/- 60.73, N = 3SE +/- 79.54, N = 3SE +/- 134.86, N = 3SE +/- 12.40, N = 3SE +/- 31.64, N = 3SE +/- 58.84, N = 3SE +/- 78.89, N = 3SE +/- 75.50, N = 3SE +/- 108.44, N = 3SE +/- 137.76, N = 38311.488451.079791.3310886.6511917.0316487.6117203.159039.7712854.4915292.8515511.7522809.1125895.8327527.94

ArrayFire

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

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902K4K6K8K10KSE +/- 0.91, N = 4SE +/- 6.61, N = 4SE +/- 0.43, N = 4SE +/- 7.17, N = 4SE +/- 0.34, N = 4SE +/- 8.53, N = 4SE +/- 12.10, N = 4SE +/- 6.19, N = 4SE +/- 0.26, N = 4SE +/- 0.72, N = 4SE +/- 17.44, N = 4SE +/- 5.63, N = 4SE +/- 1.74, N = 4SE +/- 3.92, N = 42611.242680.123017.863346.883667.174821.384994.933490.165040.875790.345805.757417.898125.718463.761. (CXX) g++ options: -rdynamic

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090714212835SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 2.65, N = 15SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 4SE +/- 2.65, N = 15SE +/- 0.01, N = 4SE +/- 0.01, N = 5SE +/- 0.01, N = 530.1530.3925.9029.0825.6819.2418.7223.5617.4215.7317.0911.289.719.48

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901428425670SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 2.59, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 2.61, N = 15SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 361.1560.4051.3950.1544.5533.9232.7453.9239.2433.5034.1722.7919.9219.11

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 33.913.914.534.694.846.516.924.566.046.987.419.9911.5411.99MIN: 1.4 / MAX: 4.62MIN: 1.41 / MAX: 4.63MIN: 1.3 / MAX: 5.39MIN: 1.66 / MAX: 5.58MIN: 1.66 / MAX: 5.75MIN: 1.93 / MAX: 7.74MIN: 2.23 / MAX: 8.19MIN: 1.64 / MAX: 5.37MIN: 1.87 / MAX: 7.15MIN: 2.27 / MAX: 8.27MIN: 2.28 / MAX: 8.81MIN: 3.32 / MAX: 11.84MIN: 3.63 / MAX: 13.73MIN: 3.93 / MAX: 14.25

vkpeak

Vkpeak is a Vulkan compute benchmark inspired by OpenCL's clpeak. Vkpeak provides Vulkan compute performance measurements for FP16 / FP32 / FP64 / INT16 / INT32 scalar and vec4 performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090140280420560700SE +/- 0.65, N = 3SE +/- 0.06, N = 2SE +/- 0.50, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 2SE +/- 1.31, N = 3SE +/- 1.43, N = 3SE +/- 0.03, N = 3SE +/- 0.31, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.35, N = 3SE +/- 0.61, N = 3SE +/- 0.79, N = 3258.51262.86307.31341.36370.77513.10536.02213.53305.19362.43367.88536.45611.03651.89

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 61.71, N = 3SE +/- 56.83, N = 3SE +/- 43.99, N = 3SE +/- 88.42, N = 3SE +/- 53.05, N = 3SE +/- 114.67, N = 3SE +/- 155.55, N = 3SE +/- 0.24, N = 3SE +/- 13.93, N = 3SE +/- 7.52, N = 3SE +/- 49.99, N = 3SE +/- 74.66, N = 3SE +/- 104.27, N = 3SE +/- 65.40, N = 38314.108449.259780.5210901.1711920.7616498.5117206.486818.809684.3911498.1011707.8717183.8519639.6620790.49

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090140280420560700SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.79, N = 3SE +/- 0.02, N = 3SE +/- 0.95, N = 3SE +/- 1.54, N = 3SE +/- 1.43, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.34, N = 3SE +/- 0.95, N = 3SE +/- 1.32, N = 3SE +/- 0.01, N = 3SE +/- 1.37, N = 3258.32262.90305.23338.65371.68513.77535.94213.55304.87361.24366.91534.50604.88651.06

clpeak

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

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090140280420560700SE +/- 0.74, N = 3SE +/- 0.74, N = 3SE +/- 0.80, N = 3SE +/- 0.84, N = 3SE +/- 0.96, N = 3SE +/- 1.40, N = 3SE +/- 1.27, N = 3SE +/- 0.01, N = 3SE +/- 0.38, N = 3SE +/- 0.02, N = 3SE +/- 0.84, N = 3SE +/- 1.37, N = 3SE +/- 1.38, N = 3SE +/- 0.05, N = 3263.13267.89305.27345.81378.25522.31548.48214.35303.92362.30368.71545.96623.33652.341. (CXX) g++ options: -O3 -rdynamic -lOpenCL

vkpeak

Vkpeak is a Vulkan compute benchmark inspired by OpenCL's clpeak. Vkpeak provides Vulkan compute performance measurements for FP16 / FP32 / FP64 / INT16 / INT32 scalar and vec4 performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 21.65, N = 3SE +/- 0.21, N = 3SE +/- 8.24, N = 3SE +/- 1.08, N = 3SE +/- 30.36, N = 3SE +/- 43.31, N = 3SE +/- 44.08, N = 3SE +/- 0.77, N = 3SE +/- 8.15, N = 3SE +/- 0.75, N = 3SE +/- 0.71, N = 3SE +/- 1.14, N = 3SE +/- 0.24, N = 3SE +/- 26.66, N = 38246.828365.019756.5010862.1211820.6716358.3517030.396809.189700.5011545.0811695.9617087.3319501.4720714.16

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903K6K9K12K15KSE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.30, N = 3SE +/- 0.36, N = 3SE +/- 20.31, N = 3SE +/- 27.43, N = 3SE +/- 27.84, N = 3SE +/- 5.77, N = 3SE +/- 3.46, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 1.14, N = 3SE +/- 20.56, N = 3SE +/- 1.11, N = 35437.695530.456445.647123.957814.8310811.5711258.444488.856403.147629.677730.7511290.9812829.1613650.66

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 21.01, N = 3SE +/- 22.92, N = 3SE +/- 32.23, N = 3SE +/- 29.14, N = 3SE +/- 60.69, N = 3SE +/- 43.12, N = 3SE +/- 92.50, N = 3SE +/- 9.15, N = 3SE +/- 25.27, N = 3SE +/- 43.84, N = 3SE +/- 57.85, N = 3SE +/- 43.04, N = 3SE +/- 30.73, N = 3SE +/- 80.41, N = 38298.468439.959764.6710871.1811924.6716457.9117183.046836.839720.6711572.6011727.9217097.7819465.2720789.48

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 20.82, N = 3SE +/- 0.63, N = 3SE +/- 8.84, N = 3SE +/- 0.27, N = 3SE +/- 30.69, N = 3SE +/- 45.18, N = 3SE +/- 46.17, N = 3SE +/- 0.54, N = 3SE +/- 4.72, N = 3SE +/- 1.00, N = 3SE +/- 1.12, N = 3SE +/- 0.02, N = 3SE +/- 0.25, N = 3SE +/- 2.62, N = 38206.718319.689705.6310806.2411765.0916279.2716941.286780.549646.8511492.6311649.9017024.2719408.5620597.70

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30909K18K27K36K45KSE +/- 40.81, N = 3SE +/- 45.05, N = 3SE +/- 64.46, N = 3SE +/- 0.93, N = 3SE +/- 118.62, N = 3SE +/- 86.26, N = 3SE +/- 148.11, N = 3SE +/- 0.44, N = 3SE +/- 49.62, N = 3SE +/- 88.97, N = 3SE +/- 114.74, N = 3SE +/- 88.40, N = 3SE +/- 51.02, N = 3SE +/- 91.14, N = 316219.4216496.2219106.9521212.9623328.0932202.5833598.0813718.1419484.4623200.5723509.0834278.0439163.4841672.10

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: GEMM SGEMM_NRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902K4K6K8K10KSE +/- 7.64, N = 9SE +/- 9.39, N = 9SE +/- 0.86, N = 9SE +/- 1.20, N = 9SE +/- 1.82, N = 10SE +/- 27.28, N = 10SE +/- 26.53, N = 10SE +/- 5.34, N = 9SE +/- 2.76, N = 10SE +/- 20.27, N = 10SE +/- 5.86, N = 10SE +/- 18.49, N = 11SE +/- 30.90, N = 12SE +/- 31.35, N = 123023.533112.873269.423350.003719.304835.135057.652770.783432.763795.354710.766305.828100.688327.841. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902004006008001000SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.25, N = 3SE +/- 0.26, N = 3SE +/- 0.24, N = 3SE +/- 0.31, N = 3SE +/- 0.24, N = 3SE +/- 0.27, N = 3SE +/- 0.45, N = 3SE +/- 0.21, N = 3SE +/- 0.32, N = 31083.281113.49595.81585.52555.03548.91551.44962.31596.57507.79501.65442.84386.72373.69

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile makes use of ViennaCL's built-in benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NNRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 2080RTX 2080 SUPERTITAN RTXRTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.67, N = 3SE +/- 1.67, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 1.33, N = 32472522854702052923413233534963454995596001. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905000M10000M15000M20000M25000MSE +/- 9752578.59, N = 7SE +/- 13731990.06, N = 7SE +/- 5146308.37, N = 7SE +/- 25963370.33, N = 7SE +/- 15457664.37, N = 7SE +/- 22447650.36, N = 7SE +/- 22120437.19, N = 7SE +/- 7946598.98, N = 7SE +/- 5748658.52, N = 7SE +/- 23586201.72, N = 7SE +/- 6164287.09, N = 7SE +/- 23290062.40, N = 7SE +/- 27258234.73, N = 7SE +/- 26924236.29, N = 69398457143957124285711049914286123001428571359677142917815328571186879428577762328571110687428571314517142913375128571192576285712166024285722828250000

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile makes use of ViennaCL's built-in benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TNRTX 3060 TiRTX 2060 SUPERRTX 2070RTX 2080 TiRTX 3070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 3.00, N = 2SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 1.33, N = 3SE +/- 1.33, N = 32902472494763402833263544862043434985575981. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309015000M30000M45000M60000M75000MSE +/- 49115005.26, N = 7SE +/- 62259505.74, N = 7SE +/- 40022380.64, N = 7SE +/- 104693541.11, N = 7SE +/- 48387138.48, N = 7SE +/- 73945478.17, N = 7SE +/- 90062008.87, N = 7SE +/- 33928239.60, N = 7SE +/- 50524660.91, N = 7SE +/- 64426488.19, N = 7SE +/- 82415641.88, N = 7SE +/- 119086542.02, N = 7SE +/- 114085221.76, N = 7SE +/- 104099604.32, N = 72864314285729405171429339559000003799864285741746057143540743571435668448571424005014286341584428574028150000041477457143589624142866584648571469978700000

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901020304050SE +/- 0.01, N = 15SE +/- 0.01, N = 13SE +/- 0.01, N = 13SE +/- 0.01, N = 15SE +/- 0.00, N = 13SE +/- 0.04, N = 14SE +/- 0.04, N = 14SE +/- 0.01, N = 12SE +/- 0.03, N = 13SE +/- 0.05, N = 13SE +/- 0.01, N = 13SE +/- 0.00, N = 14SE +/- 0.06, N = 14SE +/- 0.04, N = 1418.3018.6721.3924.0126.4634.9736.7515.1621.6125.5526.2737.5241.8344.111. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090700M1400M2100M2800M3500MSE +/- 880321.52, N = 7SE +/- 1259413.53, N = 7SE +/- 430076.72, N = 7SE +/- 2564067.95, N = 6SE +/- 1633078.21, N = 6SE +/- 2857349.20, N = 6SE +/- 3167166.63, N = 6SE +/- 1910248.05, N = 7SE +/- 2343684.52, N = 7SE +/- 2159742.99, N = 7SE +/- 2485372.17, N = 7SE +/- 3881545.38, N = 7SE +/- 2909578.36, N = 7SE +/- 2166012.72, N = 612914857141314657143153571428616967333331893616667246056666725830833331119700000158990000018866857141916942857273858571430701571433242516667

clpeak

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

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 85.91, N = 15SE +/- 84.44, N = 15SE +/- 83.15, N = 15SE +/- 73.78, N = 15SE +/- 83.89, N = 15SE +/- 52.71, N = 12SE +/- 163.86, N = 15SE +/- 3.88, N = 15SE +/- 76.78, N = 15SE +/- 62.48, N = 13SE +/- 52.74, N = 13SE +/- 110.02, N = 15SE +/- 114.00, N = 12SE +/- 105.32, N = 127090.647155.078446.249079.5410392.3313127.4613853.396338.908378.3910264.4710957.1015474.8917317.3118051.591. (CXX) g++ options: -O3 -rdynamic -lOpenCL

vkpeak

Vkpeak is a Vulkan compute benchmark inspired by OpenCL's clpeak. Vkpeak provides Vulkan compute performance measurements for FP16 / FP32 / FP64 / INT16 / INT32 scalar and vec4 performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 14.82, N = 3SE +/- 0.29, N = 3SE +/- 21.85, N = 3SE +/- 1.82, N = 3SE +/- 0.06, N = 3SE +/- 14.70, N = 3SE +/- 5.90, N = 3SE +/- 7.82, N = 3SE +/- 11.39, N = 3SE +/- 0.82, N = 3SE +/- 0.81, N = 3SE +/- 0.42, N = 3SE +/- 4.40, N = 3SE +/- 4.03, N = 37201.017362.198534.729468.3810383.0414076.5714765.385969.658477.2310070.3210205.7614570.6816203.0116881.76

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090200K400K600K800K1000KSE +/- 208.74, N = 8SE +/- 350.48, N = 8SE +/- 432.37, N = 8SE +/- 841.20, N = 6SE +/- 4311.72, N = 6SE +/- 2086.05, N = 8SE +/- 340.04, N = 8SE +/- 121.65, N = 8SE +/- 78.96, N = 9SE +/- 863.64, N = 8SE +/- 463.85, N = 8SE +/- 816.73, N = 8SE +/- 528.10, N = 9SE +/- 405.57, N = 7349900355538412388452883506217644813678875299913427989503188512713719975807600847886

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090510152025SE +/- 0.016, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.005, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 3SE +/- 0.003, N = 3SE +/- 0.006, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.003, N = 37.3477.4097.6487.7427.96811.03111.5928.50411.45112.89213.73317.54120.03720.765

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090816243240SE +/- 0.01, N = 4SE +/- 0.01, N = 4SE +/- 0.03, N = 4SE +/- 0.00, N = 4SE +/- 0.01, N = 4SE +/- 0.02, N = 4SE +/- 0.01, N = 5SE +/- 0.00, N = 4SE +/- 0.05, N = 5SE +/- 0.05, N = 6SE +/- 0.06, N = 6SE +/- 0.08, N = 6SE +/- 0.24, N = 6SE +/- 0.00, N = 614.1313.2613.1012.1612.1515.2816.8315.3620.9923.4523.7728.2033.2534.27MIN: 13.33 / MAX: 14.65MIN: 12.41 / MAX: 14.02MIN: 12.42 / MAX: 13.77MIN: 11.24 / MAX: 12.82MIN: 11.25 / MAX: 12.81MIN: 13.65 / MAX: 16.66MIN: 15.76 / MAX: 18.22MIN: 13.94 / MAX: 16.32MIN: 19.21 / MAX: 22.15MIN: 20.97 / MAX: 24.32MIN: 21.81 / MAX: 25.33MIN: 26.09 / MAX: 31.07MIN: 30.01 / MAX: 35.85MIN: 30.52 / MAX: 36.32

Mixbench

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

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30908K16K24K32K40KSE +/- 52.79, N = 14SE +/- 42.04, N = 14SE +/- 45.34, N = 14SE +/- 33.25, N = 15SE +/- 70.30, N = 14SE +/- 105.21, N = 14SE +/- 394.62, N = 15SE +/- 0.78, N = 14SE +/- 1.61, N = 14SE +/- 2.92, N = 14SE +/- 4.24, N = 14SE +/- 632.41, N = 15SE +/- 685.00, N = 15SE +/- 800.73, N = 1514480.2314636.7719471.0321586.1823388.2228438.0628374.4213379.4819243.5922837.3723025.8731733.3035590.0737668.361. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OctaneBench

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

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090150300450600750242.68242.94258.36260.46270.30359.84382.42293.78384.18413.18454.50568.26666.48679.58

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 34.514.485.445.585.777.107.216.067.618.438.6710.7911.9612.35MIN: 3.75 / MAX: 4.99MIN: 3.75 / MAX: 4.81MIN: 4.44 / MAX: 6.12MIN: 4.54 / MAX: 6.31MIN: 4.67 / MAX: 6.58MIN: 5.6 / MAX: 8.83MIN: 5.68 / MAX: 9.07MIN: 4.73 / MAX: 7.39MIN: 6.03 / MAX: 9.24MIN: 6.69 / MAX: 10.55MIN: 6.96 / MAX: 10.98MIN: 8.72 / MAX: 14.46MIN: 9.91 / MAX: 16.43MIN: 10.23 / MAX: 17.13

LeelaChessZero

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

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30909K18K27K36K45KSE +/- 72.46, N = 3SE +/- 32.62, N = 3SE +/- 217.96, N = 3SE +/- 29.46, N = 3SE +/- 110.32, N = 3SE +/- 103.74, N = 3SE +/- 46.38, N = 3SE +/- 110.08, N = 3SE +/- 77.49, N = 3SE +/- 168.57, N = 3SE +/- 101.51, N = 3SE +/- 186.45, N = 3SE +/- 106.84, N = 3SE +/- 52.75, N = 314680147301735318660205762773429168186752663929253317393747739409403481. (CXX) g++ options: -flto -pthread

RedShift Demo

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309080160240320400SE +/- 0.88, N = 3SE +/- 1.33, N = 3SE +/- 1.67, N = 3SE +/- 0.88, N = 3SE +/- 1.20, N = 3SE +/- 1.20, N = 3SE +/- 0.88, N = 3SE +/- 1.20, N = 3SE +/- 0.88, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3376374351338322245233300237227201164143139