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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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
Invert Behavior (Only Show Selected Data)
  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 3070 Ti 8GBNVIDIA GeForce RTX 3090 24GBNVIDIA GeForce RTX 3080 10GBZotac NVIDIA GeForce RTX 2080 8GBNVIDIA GeForce RTX 3080 Ti 12GBNVIDIA GeForce RTX 2060 SUPER 8GBNVIDIA TITAN RTX 24GBeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA GeForce RTX 3070 8GBNVIDIA GeForce RTX 3060 Ti 8GBNVIDIA GeForce RTX 2080 SUPER 8GBNVIDIA GeForce RTX 2070 SUPER 8GBNVIDIA GeForce RTX 2080 Ti 11GBASUS NVIDIA GeForce RTX 2070 8GBNVIDIA GA104 HD AudioNVIDIA GA102 HD AudioNVIDIA TU104 HD AudioNVIDIA TU106 HD AudioNVIDIA TU102 HD AudioNVIDIA GeForce RTX 3060ASUS 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 3070 Ti: GPU Compute Cores: 6144- RTX 3090: GPU Compute Cores: 10496- RTX 3080: GPU Compute Cores: 8704- RTX 2080: GPU Compute Cores: 2944- RTX 3080 Ti: GPU Compute Cores: 10240- RTX 2060 SUPER: GPU Compute Cores: 2176- TITAN RTX: GPU Compute Cores: 4608- RTX 3060: GPU Compute Cores: 3584- RTX 3070: GPU Compute Cores: 5888- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080 Ti: GPU Compute Cores: 4352- RTX 2070: GPU Compute Cores: 2304- 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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070Result OverviewPhoronix Test Suite100%176%252%328%404%BlenderChaos Group V-RAYLuxCoreRendervkpeakclpeakHashcatOctaneBenchMixbenchLeelaChessZeroRedShift DemoPlaidMLIndigoBenchSHOC Scalable HeterOgeneous ComputingVkResampleRealSR-NCNNArrayFireViennaCLcl-memFAHBenchWaifu2x-NCNN VulkanNAMD CUDA

RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070Per 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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207073.41459.7821524.4944.18184.7667.18148619828.7152.6027.806.0315511.755805.7517.0934.177.41367.8811707.87366.91368.7111695.967730.7511727.9211649.9023509.084710.76501.65345133751285713434147745714326.2725191694285710957.1010205.7651271313.73323.7723025.87454.4966168.673173920140.564720064160.06202.76539.1528.731536.78286.10713.557347516.1513.3738.9475285.7367.0442072.974.249521478267.28191.6683.730435331337.60.1248510120.80305.0421337.8351.28345.1935210.0329.92120.3844.122099285714.0634.4018.369.7227527.948463.769.4819.1111.99651.8920790.49651.06652.3420714.1613650.6620789.4820597.7041672.108327.84373.69600228282500005986997870000044.1102324251666718051.5916881.7684788620.76534.2737668.36679.58418112.354034813928.1801153000257.64323.31825.7813.572346.13429.5999.302602745.5816.8553.0117233.9395.5172219.903.012657607344.98751.4753.235498365363.00.1198816502.90494.2434169.7460.87407.3329577.1336.09146.2952.801785237311.6741.4121.948.0022809.117417.8911.2822.799.99536.4517183.85534.50545.9617087.3311290.9817097.7817024.2734278.046305.82442.84499192576285714985896241428637.5181273858571415474.8914570.6871997517.54128.2031733.30568.25721210.793747716432.370991970223.94281.36672.8662.391918.51339.02311.268501646.2730.1646.4966294.3876.0362412210.173.317601555321.33055011.5553.366480367356354.70.1209937713956.21421.8829218.85169.34975.229258.5886.74354.5129.027809595.1596.8651.523.7110886.653346.8829.0850.154.69341.3610901.17338.65345.8110862.127123.9510871.1810806.2421212.963350.00585.52323123001428573263799864285724.010016967333339079.549468.384528837.74212.1621586.18260.4580525.581866033859.556642760129.95164.37396.8369.301099.39197.20619.053320330.7442.2924.8813886.8739.4933711119.865.017404370244.51843242.0744.648323251278290.20.1380133410234.25288.6610803.6352.64358.7833723.3431.68124.4345.882049278213.5135.4618.859.2825895.838125.719.7119.9211.54611.0319639.66604.88623.3319501.4712829.1619465.2719408.5639163.488100.68386.72559216602428575576584648571441.8308307015714317317.3116203.0180760020.03733.2535590.07666.47857511.963940914329.2861097120248.34311.73804.8794.552289.54419.3289.561560733.2789.3551.4417054.0825.6352312167.413.084645592335.09815601.5133.283490363356355.00.1206636815545.63469.1632644.68299.301767.427122.60143.45545.19183.315308033.93121.5063.852.888311.482611.2430.1561.153.91258.518314.10258.32263.138246.825437.698298.468206.7116219.423023.531083.2824793984571432472864314285718.301012914857147090.647201.013499007.34714.1314480.23242.6832284.511468037676.123493227101.87128.87396.8368.68949.960188.78322.327243333.0378.7523.2993888.48911.6423741110.736.139401369207.99552.0765.322327255277288.20.155023267811.27221.658225.59152.70907.4614490.0073.43281.0897.57100613867.0469.4636.795.2117203.154994.9318.7232.746.92536.0217206.48535.94548.4817030.3911258.4417183.0416941.2833598.085057.65551.44496186879428574865668448571436.7519258308333313853.3914765.3867887511.59216.8328374.42382.4211537.212916823341.913944400197.09248.34567.8530.291578.37288.60013.560493494.7652.4135.3145427.3374621168.30531495307.58604951.6403.855403316305319.30.1330437215399.95425.4515431.56127.15876.6812561.5677.87316.30115.2185211685.3684.5543.853.619039.773490.1623.5653.924.56213.536818.80213.55214.356809.184488.856836.836780.5413718.142770.78962.3120577623285712042400501428615.159111197000006338.905969.652999138.50415.3613379.48293.7797256.061867530067.13442760997.37122.25318.0315.44934.170172.08323.135302.2340.1325.86032710.3622221255.28329315182.00352.4944.850306289275270.00.154713035883.15178.2012815.8376.05466.4220072.7246.99189.9172.98141718288.2554.1328.955.8115292.855790.3415.7333.506.98362.4311498.10361.24362.3011545.087629.6711572.6011492.6323200.573795.35507.79341131451714293404028150000025.5521188668571410264.4710070.3250318812.89223.4522837.37413.1817898.432925322746.633687591154.05194.52393.2389.261135.09218.30617.549339380.4495.6837.3663977.8152222131.07399371267.06982.0874.035358327280294.90.1261133410033.78302.0221395.3785.37552.1116021.6353.66218.4582.07125616587.1961.6731.824.9112854.495040.8717.4239.246.04305.199684.39304.87303.929700.506403.149720.679646.8519484.463432.76596.57292110687428572903415844285721.613015899000008378.398477.2342798911.45120.9919243.59384.1780147.612663923750.635587145133.75168.99393.1388.871153.04211.71717.673293383.8456.4034.0064008.3172242120.83398371236.50582.0834.180359327288293.20.129283348458.84255.2218247.61160.42913.2610434.5581.88344.55123.537999815.3795.6850.743.8511917.033667.1725.6844.554.84370.7711920.76371.68378.2511820.677814.8311924.6711765.0923328.093719.30555.03353135967714293544174605714326.4571189361666710392.3310383.045062177.96812.1523388.22270.3021475.772057632254.068712650145.29183.11437.5405.761203.71212.73817.516349347.0472.0925.7044278.8803891168.27441405261.56803501.8974.395330251288301.70.1352235611161.70314.8511622.18174.291011.958456.1790.56361.62130.7679310084.9797.7551.853.589791.333017.8625.9051.394.53307.319780.52305.23305.279756.506445.649764.679705.6319106.953269.42595.81285110499142862833395590000021.387915357142868446.248534.724123887.64813.1019471.03258.3637085.441735335164.220580567120.83152.36392.0363.951088.04199.71719.881284314.9418.6824.45138310.1653721144.90398363227.94192.0894.853322267278289.00.143233269219.34256.339668.05152.39899.5913781.3373.30283.9698.6499013246.8372.4238.495.0116487.614821.3819.2433.926.51513.1016498.51513.77522.3116358.3510811.5716457.9116279.2732202.584835.13548.91470178153285714765407435714334.9652246056666713127.4614076.5764481311.03115.2828438.06359.8439047.102773424544.225892410187.25235.75545.6507.081483.30271.24714.781467447.0638.3933.3525187.6294601180.65519477305.31034681.6773.872405319306322.80.1332437614731.97409.0514851.91308.701819.257244.69146.54556.43186.125197853.89122.6564.832.818451.072680.1230.3960.403.91262.868449.25262.90267.898365.015530.458439.958319.6816496.223112.871113.4925295712428572492940517142918.670213146571437155.077362.193555387.40913.2614636.77242.9420454.481473037474.975500673104.17131.82396.8369.26954.251192.70622.297251324.0380.7223.44038811.4933691081.44400367205.30822.0915.305322257268284.60.152473207995.96226.328377.73OpenBenchmarking.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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207070140210280350SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.41, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 373.4151.2860.87169.3452.64299.30152.70127.1576.0585.37160.42174.29152.39308.70

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: NVIDIA OptiXRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070400800120016002000SE +/- 0.30, N = 3SE +/- 0.77, N = 3SE +/- 0.86, N = 3SE +/- 3.68, N = 3SE +/- 0.34, N = 3SE +/- 0.20, N = 3SE +/- 3.15, N = 3SE +/- 0.51, N = 3SE +/- 0.33, N = 3SE +/- 0.26, N = 3SE +/- 1.18, N = 3SE +/- 1.83, N = 3SE +/- 0.69, N = 3SE +/- 0.26, N = 3459.78345.19407.33975.22358.781767.42907.46876.68466.42552.11913.261011.95899.591819.25

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20708K16K24K32K40KSE +/- 2.30, N = 14SE +/- 28.06, N = 14SE +/- 69.64, N = 13SE +/- 89.35, N = 15SE +/- 21.75, N = 15SE +/- 77.28, N = 15SE +/- 183.70, N = 15SE +/- 16.58, N = 14SE +/- 12.54, N = 14SE +/- 7.12, N = 15SE +/- 83.80, N = 15SE +/- 77.61, N = 15SE +/- 222.21, N = 15SE +/- 99.77, N = 1521524.4935210.0329577.139258.5833723.347122.6014490.0012561.5620072.7216021.6310434.558456.1713781.337244.691. (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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070306090120150SE +/- 0.22, N = 3SE +/- 0.31, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.27, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.63, N = 344.1829.9236.0986.7431.68143.4573.4377.8746.9953.6681.8890.5673.30146.54

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CUDARTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070120240360480600SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.34, N = 3SE +/- 0.02, N = 3SE +/- 0.25, N = 3184.76120.38146.29354.50124.43545.19281.08316.30189.91218.45344.55361.62283.96556.43

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704080120160200SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.57, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.54, N = 367.1844.1252.80129.0245.88183.3197.57115.2172.9882.07123.53130.7698.64186.12

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20705001000150020002500SE +/- 1.33, N = 3SE +/- 0.88, N = 3SE +/- 2.03, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 1.15, N = 31486209917857802049530100685214171256799793990519

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20706001200180024003000SE +/- 9.02, N = 3SE +/- 3.00, N = 3SE +/- 0.67, N = 3SE +/- 3.48, N = 3SE +/- 0.88, N = 3SE +/- 1.76, N = 3SE +/- 1.76, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 31982285723739592782803138611681828165898110081324785

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207048121620SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 38.7114.0611.675.1513.513.937.045.368.257.195.374.976.833.89MIN: 8.19 / MAX: 8.87MIN: 13.57 / MAX: 14.34MIN: 11.22 / MAX: 11.86MIN: 5.03 / MAX: 5.33MIN: 12.39 / MAX: 13.74MIN: 3.81 / MAX: 4.12MIN: 6.59 / MAX: 7.3MIN: 5.23 / MAX: 5.58MIN: 8.13 / MAX: 8.41MIN: 6.89 / MAX: 7.44MIN: 5.07 / MAX: 5.51MIN: 4.86 / MAX: 5.09MIN: 6.56 / MAX: 6.93MIN: 3.78 / MAX: 4.04

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070306090120150SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 352.6034.4041.4196.8635.46121.5069.4684.5554.1361.6795.6897.7572.42122.65

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CUDARTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20701428425670SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 327.8018.3621.9451.5218.8563.8536.7943.8528.9531.8250.7451.8538.4964.83

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20703691215SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 4SE +/- 0.05, N = 3SE +/- 0.04, N = 6SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 36.039.728.003.719.282.885.213.615.814.913.853.585.012.81MIN: 2.03 / MAX: 7.29MIN: 3.01 / MAX: 11.82MIN: 2.38 / MAX: 9.7MIN: 1.18 / MAX: 4.47MIN: 2.69 / MAX: 11.32MIN: 0.92 / MAX: 3.41MIN: 1.69 / MAX: 6.28MIN: 1.15 / MAX: 4.3MIN: 1.82 / MAX: 7.01MIN: 1.66 / MAX: 5.96MIN: 1.19 / MAX: 4.64MIN: 1.17 / MAX: 4.31MIN: 1.68 / MAX: 6.06MIN: 0.88 / MAX: 3.32

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20706K12K18K24K30KSE +/- 78.89, N = 3SE +/- 137.76, N = 3SE +/- 75.50, N = 3SE +/- 59.30, N = 3SE +/- 108.44, N = 3SE +/- 42.90, N = 3SE +/- 134.86, N = 3SE +/- 12.40, N = 3SE +/- 58.84, N = 3SE +/- 31.64, N = 3SE +/- 60.73, N = 3SE +/- 43.80, N = 3SE +/- 79.54, N = 3SE +/- 46.44, N = 315511.7527527.9422809.1110886.6525895.838311.4817203.159039.7715292.8512854.4911917.039791.3316487.618451.07

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702K4K6K8K10KSE +/- 17.44, N = 4SE +/- 3.92, N = 4SE +/- 5.63, N = 4SE +/- 7.17, N = 4SE +/- 1.74, N = 4SE +/- 0.91, N = 4SE +/- 12.10, N = 4SE +/- 6.19, N = 4SE +/- 0.72, N = 4SE +/- 0.26, N = 4SE +/- 0.34, N = 4SE +/- 0.43, N = 4SE +/- 8.53, N = 4SE +/- 6.61, N = 45805.758463.767417.893346.888125.712611.244994.933490.165790.345040.873667.173017.864821.382680.121. (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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070714212835SE +/- 2.65, N = 15SE +/- 0.01, N = 5SE +/- 0.01, N = 4SE +/- 2.65, N = 15SE +/- 0.01, N = 5SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 4SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 317.099.4811.2829.089.7130.1518.7223.5615.7317.4225.6825.9019.2430.39

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20701428425670SE +/- 2.61, N = 15SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 2.59, N = 15SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 334.1719.1122.7950.1519.9261.1532.7453.9233.5039.2444.5551.3933.9260.40

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20703691215SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 37.4111.999.994.6911.543.916.924.566.986.044.844.536.513.91MIN: 2.28 / MAX: 8.81MIN: 3.93 / MAX: 14.25MIN: 3.32 / MAX: 11.84MIN: 1.66 / MAX: 5.58MIN: 3.63 / MAX: 13.73MIN: 1.4 / MAX: 4.62MIN: 2.23 / MAX: 8.19MIN: 1.64 / MAX: 5.37MIN: 2.27 / MAX: 8.27MIN: 1.87 / MAX: 7.15MIN: 1.66 / MAX: 5.75MIN: 1.3 / MAX: 5.39MIN: 1.93 / MAX: 7.74MIN: 1.41 / MAX: 4.63

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070140280420560700SE +/- 0.01, N = 3SE +/- 0.79, N = 3SE +/- 0.35, N = 3SE +/- 0.01, N = 3SE +/- 0.61, N = 3SE +/- 0.65, N = 3SE +/- 1.43, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.31, N = 3SE +/- 0.00, N = 2SE +/- 0.50, N = 3SE +/- 1.31, N = 3SE +/- 0.06, N = 2367.88651.89536.45341.36611.03258.51536.02213.53362.43305.19370.77307.31513.10262.86

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704K8K12K16K20KSE +/- 49.99, N = 3SE +/- 65.40, N = 3SE +/- 74.66, N = 3SE +/- 88.42, N = 3SE +/- 104.27, N = 3SE +/- 61.71, N = 3SE +/- 155.55, N = 3SE +/- 0.24, N = 3SE +/- 7.52, N = 3SE +/- 13.93, N = 3SE +/- 53.05, N = 3SE +/- 43.99, N = 3SE +/- 114.67, N = 3SE +/- 56.83, N = 311707.8720790.4917183.8510901.1719639.668314.1017206.486818.8011498.109684.3911920.769780.5216498.518449.25

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070140280420560700SE +/- 0.95, N = 3SE +/- 1.37, N = 3SE +/- 1.32, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.15, N = 3SE +/- 1.43, N = 3SE +/- 0.01, N = 3SE +/- 0.34, N = 3SE +/- 0.01, N = 3SE +/- 0.95, N = 3SE +/- 0.79, N = 3SE +/- 1.54, N = 3SE +/- 0.03, N = 3366.91651.06534.50338.65604.88258.32535.94213.55361.24304.87371.68305.23513.77262.90

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070140280420560700SE +/- 0.84, N = 3SE +/- 0.05, N = 3SE +/- 1.37, N = 3SE +/- 0.84, N = 3SE +/- 1.38, N = 3SE +/- 0.74, N = 3SE +/- 1.27, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.38, N = 3SE +/- 0.96, N = 3SE +/- 0.80, N = 3SE +/- 1.40, N = 3SE +/- 0.74, N = 3368.71652.34545.96345.81623.33263.13548.48214.35362.30303.92378.25305.27522.31267.891. (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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704K8K12K16K20KSE +/- 0.71, N = 3SE +/- 26.66, N = 3SE +/- 1.14, N = 3SE +/- 1.08, N = 3SE +/- 0.24, N = 3SE +/- 21.65, N = 3SE +/- 44.08, N = 3SE +/- 0.77, N = 3SE +/- 0.75, N = 3SE +/- 8.15, N = 3SE +/- 30.36, N = 3SE +/- 8.24, N = 3SE +/- 43.31, N = 3SE +/- 0.21, N = 311695.9620714.1617087.3310862.1219501.478246.8217030.396809.1811545.089700.5011820.679756.5016358.358365.01

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20703K6K9K12K15KSE +/- 0.05, N = 3SE +/- 1.11, N = 3SE +/- 1.14, N = 3SE +/- 0.36, N = 3SE +/- 20.56, N = 3SE +/- 0.09, N = 3SE +/- 27.84, N = 3SE +/- 5.77, N = 3SE +/- 0.14, N = 3SE +/- 3.46, N = 3SE +/- 20.31, N = 3SE +/- 0.30, N = 3SE +/- 27.43, N = 3SE +/- 0.15, N = 37730.7513650.6611290.987123.9512829.165437.6911258.444488.857629.676403.147814.836445.6410811.575530.45

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704K8K12K16K20KSE +/- 57.85, N = 3SE +/- 80.41, N = 3SE +/- 43.04, N = 3SE +/- 29.14, N = 3SE +/- 30.73, N = 3SE +/- 21.01, N = 3SE +/- 92.50, N = 3SE +/- 9.15, N = 3SE +/- 43.84, N = 3SE +/- 25.27, N = 3SE +/- 60.69, N = 3SE +/- 32.23, N = 3SE +/- 43.12, N = 3SE +/- 22.92, N = 311727.9220789.4817097.7810871.1819465.278298.4617183.046836.8311572.609720.6711924.679764.6716457.918439.95

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-vec4RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704K8K12K16K20KSE +/- 1.12, N = 3SE +/- 2.62, N = 3SE +/- 0.02, N = 3SE +/- 0.27, N = 3SE +/- 0.25, N = 3SE +/- 20.82, N = 3SE +/- 46.17, N = 3SE +/- 0.54, N = 3SE +/- 1.00, N = 3SE +/- 4.72, N = 3SE +/- 30.69, N = 3SE +/- 8.84, N = 3SE +/- 45.18, N = 3SE +/- 0.63, N = 311649.9020597.7017024.2710806.2419408.568206.7116941.286780.5411492.639646.8511765.099705.6316279.278319.68

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20709K18K27K36K45KSE +/- 114.74, N = 3SE +/- 91.14, N = 3SE +/- 88.40, N = 3SE +/- 0.93, N = 3SE +/- 51.02, N = 3SE +/- 40.81, N = 3SE +/- 148.11, N = 3SE +/- 0.44, N = 3SE +/- 88.97, N = 3SE +/- 49.62, N = 3SE +/- 118.62, N = 3SE +/- 64.46, N = 3SE +/- 86.26, N = 3SE +/- 45.05, N = 323509.0841672.1034278.0421212.9639163.4816219.4233598.0813718.1423200.5719484.4623328.0919106.9532202.5816496.22

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702K4K6K8K10KSE +/- 5.86, N = 10SE +/- 31.35, N = 12SE +/- 18.49, N = 11SE +/- 1.20, N = 9SE +/- 30.90, N = 12SE +/- 7.64, N = 9SE +/- 26.53, N = 10SE +/- 5.34, N = 9SE +/- 20.27, N = 10SE +/- 2.76, N = 10SE +/- 1.82, N = 10SE +/- 0.86, N = 9SE +/- 27.28, N = 10SE +/- 9.39, N = 94710.768327.846305.823350.008100.683023.535057.652770.783795.353432.763719.303269.424835.133112.871. (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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702004006008001000SE +/- 0.27, N = 3SE +/- 0.32, N = 3SE +/- 0.45, N = 3SE +/- 0.19, N = 3SE +/- 0.21, N = 3SE +/- 0.20, N = 3SE +/- 0.26, N = 3SE +/- 0.24, N = 3SE +/- 0.24, N = 3SE +/- 0.31, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.25, N = 3SE +/- 0.11, N = 3501.65373.69442.84585.52386.721083.28551.44962.31507.79596.57555.03595.81548.911113.49

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiTITAN RTXRTX 2080 SUPER130260390520650SE +/- 1.20, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 1.00, N = 3SE +/- 1.33, N = 3SE +/- 1.20, N = 3SE +/- 0.67, N = 32442512784692042913383456004993235594963531. (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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20705000M10000M15000M20000M25000MSE +/- 6164287.09, N = 7SE +/- 26924236.29, N = 6SE +/- 23290062.40, N = 7SE +/- 25963370.33, N = 7SE +/- 27258234.73, N = 7SE +/- 9752578.59, N = 7SE +/- 22120437.19, N = 7SE +/- 7946598.98, N = 7SE +/- 23586201.72, N = 7SE +/- 5748658.52, N = 7SE +/- 15457664.37, N = 7SE +/- 5146308.37, N = 7SE +/- 22447650.36, N = 7SE +/- 13731990.06, N = 71337512857122828250000192576285711230014285721660242857939845714318687942857776232857113145171429110687428571359677142911049914286178153285719571242857

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiTITAN RTXRTX 3060RTX 2080 SUPERRTX 2070 SUPER130260390520650SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 1.20, N = 3SE +/- 0.67, N = 3SE +/- 3.00, N = 22912432484753373435984983265574862043542831. (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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207015000M30000M45000M60000M75000MSE +/- 82415641.88, N = 7SE +/- 104099604.32, N = 7SE +/- 119086542.02, N = 7SE +/- 104693541.11, N = 7SE +/- 114085221.76, N = 7SE +/- 49115005.26, N = 7SE +/- 90062008.87, N = 7SE +/- 33928239.60, N = 7SE +/- 64426488.19, N = 7SE +/- 50524660.91, N = 7SE +/- 48387138.48, N = 7SE +/- 40022380.64, N = 7SE +/- 73945478.17, N = 7SE +/- 62259505.74, N = 74147745714369978700000589624142863799864285765846485714286431428575668448571424005014286402815000003415844285741746057143339559000005407435714329405171429

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20701020304050SE +/- 0.01, N = 13SE +/- 0.04, N = 14SE +/- 0.00, N = 14SE +/- 0.01, N = 15SE +/- 0.06, N = 14SE +/- 0.01, N = 15SE +/- 0.04, N = 14SE +/- 0.01, N = 12SE +/- 0.05, N = 13SE +/- 0.03, N = 13SE +/- 0.00, N = 13SE +/- 0.01, N = 13SE +/- 0.04, N = 14SE +/- 0.01, N = 1326.2744.1137.5224.0141.8318.3036.7515.1625.5521.6126.4621.3934.9718.671. (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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070700M1400M2100M2800M3500MSE +/- 2485372.17, N = 7SE +/- 2166012.72, N = 6SE +/- 3881545.38, N = 7SE +/- 2564067.95, N = 6SE +/- 2909578.36, N = 7SE +/- 880321.52, N = 7SE +/- 3167166.63, N = 6SE +/- 1910248.05, N = 7SE +/- 2159742.99, N = 7SE +/- 2343684.52, N = 7SE +/- 1633078.21, N = 6SE +/- 430076.72, N = 7SE +/- 2857349.20, N = 6SE +/- 1259413.53, N = 719169428573242516667273858571416967333333070157143129148571425830833331119700000188668571415899000001893616667153571428624605666671314657143

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704K8K12K16K20KSE +/- 52.74, N = 13SE +/- 105.32, N = 12SE +/- 110.02, N = 15SE +/- 73.78, N = 15SE +/- 114.00, N = 12SE +/- 85.91, N = 15SE +/- 163.86, N = 15SE +/- 3.88, N = 15SE +/- 62.48, N = 13SE +/- 76.78, N = 15SE +/- 83.89, N = 15SE +/- 83.15, N = 15SE +/- 52.71, N = 12SE +/- 84.44, N = 1510957.1018051.5915474.899079.5417317.317090.6413853.396338.9010264.478378.3910392.338446.2413127.467155.071. (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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704K8K12K16K20KSE +/- 0.81, N = 3SE +/- 4.03, N = 3SE +/- 0.42, N = 3SE +/- 1.82, N = 3SE +/- 4.40, N = 3SE +/- 14.82, N = 3SE +/- 5.90, N = 3SE +/- 7.82, N = 3SE +/- 0.82, N = 3SE +/- 11.39, N = 3SE +/- 0.06, N = 3SE +/- 21.85, N = 3SE +/- 14.70, N = 3SE +/- 0.29, N = 310205.7616881.7614570.689468.3816203.017201.0114765.385969.6510070.328477.2310383.048534.7214076.577362.19

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070200K400K600K800K1000KSE +/- 463.85, N = 8SE +/- 405.57, N = 7SE +/- 816.73, N = 8SE +/- 841.20, N = 6SE +/- 528.10, N = 9SE +/- 208.74, N = 8SE +/- 340.04, N = 8SE +/- 121.65, N = 8SE +/- 863.64, N = 8SE +/- 78.96, N = 9SE +/- 4311.72, N = 6SE +/- 432.37, N = 8SE +/- 2086.05, N = 8SE +/- 350.48, N = 8512713847886719975452883807600349900678875299913503188427989506217412388644813355538

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070510152025SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.005, N = 3SE +/- 0.016, N = 3SE +/- 0.003, N = 3SE +/- 0.006, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 313.73320.76517.5417.74220.0377.34711.5928.50412.89211.4517.9687.64811.0317.409

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070816243240SE +/- 0.06, N = 6SE +/- 0.00, N = 6SE +/- 0.08, N = 6SE +/- 0.00, N = 4SE +/- 0.24, N = 6SE +/- 0.01, N = 4SE +/- 0.01, N = 5SE +/- 0.00, N = 4SE +/- 0.05, N = 6SE +/- 0.05, N = 5SE +/- 0.01, N = 4SE +/- 0.03, N = 4SE +/- 0.02, N = 4SE +/- 0.01, N = 423.7734.2728.2012.1633.2514.1316.8315.3623.4520.9912.1513.1015.2813.26MIN: 21.81 / MAX: 25.33MIN: 30.52 / MAX: 36.32MIN: 26.09 / MAX: 31.07MIN: 11.24 / MAX: 12.82MIN: 30.01 / MAX: 35.85MIN: 13.33 / MAX: 14.65MIN: 15.76 / MAX: 18.22MIN: 13.94 / MAX: 16.32MIN: 20.97 / MAX: 24.32MIN: 19.21 / MAX: 22.15MIN: 11.25 / MAX: 12.81MIN: 12.42 / MAX: 13.77MIN: 13.65 / MAX: 16.66MIN: 12.41 / MAX: 14.02

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20708K16K24K32K40KSE +/- 4.24, N = 14SE +/- 800.73, N = 15SE +/- 632.41, N = 15SE +/- 33.25, N = 15SE +/- 685.00, N = 15SE +/- 52.79, N = 14SE +/- 394.62, N = 15SE +/- 0.78, N = 14SE +/- 2.92, N = 14SE +/- 1.61, N = 14SE +/- 70.30, N = 14SE +/- 45.34, N = 14SE +/- 105.21, N = 14SE +/- 42.04, N = 1423025.8737668.3631733.3021586.1835590.0714480.2328374.4213379.4822837.3719243.5923388.2219471.0328438.0614636.771. (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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070150300450600750454.50679.58568.26260.46666.48242.68382.42293.78413.18384.18270.30258.36359.84242.94

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20703691215SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 38.6712.3510.795.5811.964.517.216.068.437.615.775.447.104.48MIN: 6.96 / MAX: 10.98MIN: 10.23 / MAX: 17.13MIN: 8.72 / MAX: 14.46MIN: 4.54 / MAX: 6.31MIN: 9.91 / MAX: 16.43MIN: 3.75 / MAX: 4.99MIN: 5.68 / MAX: 9.07MIN: 4.73 / MAX: 7.39MIN: 6.69 / MAX: 10.55MIN: 6.03 / MAX: 9.24MIN: 4.67 / MAX: 6.58MIN: 4.44 / MAX: 6.12MIN: 5.6 / MAX: 8.83MIN: 3.75 / MAX: 4.81

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20709K18K27K36K45KSE +/- 101.51, N = 3SE +/- 52.75, N = 3SE +/- 186.45, N = 3SE +/- 29.46, N = 3SE +/- 106.84, N = 3SE +/- 72.46, N = 3SE +/- 46.38, N = 3SE +/- 110.08, N = 3SE +/- 168.57, N = 3SE +/- 77.49, N = 3SE +/- 110.32, N = 3SE +/- 217.96, N = 3SE +/- 103.74, N = 3SE +/- 32.62, N = 331739403483747718660394091468029168186752925326639205761735327734147301. (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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207080160240320400SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 0.88, N = 3SE +/- 1.20, N = 3SE +/- 1.00, N = 3SE +/- 0.88, N = 3SE +/- 1.20, N = 3SE +/- 1.67, N = 3SE +/- 1.20, N = 3SE +/- 1.33, N = 3201139164338143376233300227237322351245374

RealSR-NCNN

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207020406080100SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.30, N = 3SE +/- 0.08, N = 3SE +/- 0.31, N = 3SE +/- 0.18, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.14, N = 3SE +/- 0.22, N = 3SE +/- 0.17, N = 3SE +/- 0.43, N = 340.5628.1832.3759.5629.2976.1241.9167.1346.6350.6454.0764.2244.2374.98

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: 7-ZipRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070200K400K600K800K1000KSE +/- 340.13, N = 11SE +/- 879.27, N = 10SE +/- 415.55, N = 10SE +/- 447.26, N = 10SE +/- 815.38, N = 10SE +/- 469.64, N = 11SE +/- 555.18, N = 10SE +/- 258.83, N = 11SE +/- 535.21, N = 11SE +/- 305.81, N = 11SE +/- 498.27, N = 10SE +/- 1961.31, N = 15SE +/- 337.46, N = 10SE +/- 338.47, N = 1172006411530009919706427601097120493227944400427609687591587145712650580567892410500673

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: No - Mode: Inference - Network: VGG19 - Device: OpenCLRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300SE +/- 0.28, N = 3SE +/- 0.33, N = 3SE +/- 0.38, N = 3SE +/- 0.58, N = 3SE +/- 0.52, N = 3SE +/- 0.28, N = 3SE +/- 0.48, N = 3SE +/- 0.06, N = 3SE +/- 0.31, N = 3SE +/- 0.33, N = 3SE +/- 0.32, N = 3SE +/- 0.17, N = 3SE +/- 0.55, N = 3SE +/- 0.39, N = 3160.06257.64223.94129.95248.34101.87197.0997.37154.05133.75145.29120.83187.25104.17