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 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: Barbershop - NVIDIA OptiXblender: Barbershop - CUDAlczero: OpenCLblender: Pabellon Barcelona - CUDAredshift: vkpeak: int16-vec4vkpeak: int16-scalarvkpeak: int32-vec4vkpeak: int32-scalarvkpeak: fp64-vec4vkpeak: fp64-scalarvkpeak: fp16-vec4vkpeak: fp16-scalarvkpeak: fp32-vec4vkpeak: fp32-scalaroctanebench: Total Scoreblender: Classroom - CUDAblender: Pabellon Barcelona - NVIDIA OptiXfahbench: v-ray: NVIDIA CUDA GPUblender: Fishy Cat - CUDAv-ray: NVIDIA RTX GPUblender: Classroom - NVIDIA OptiXluxcorerender: Danish Mood - GPUluxcorerender: LuxCore Benchmark - GPUluxcorerender: DLSC - GPUblender: Fishy Cat - NVIDIA OptiXluxcorerender: Orange Juice - GPUindigobench: OpenCL GPU - Bedroomindigobench: OpenCL GPU - Supercarrealsr-ncnn: 4x - Yesblender: BMW27 - CUDAblender: BMW27 - NVIDIA OptiXclpeak: Double-Precision Doubleplaidml: No - Inference - VGG19 - OpenCLplaidml: No - Inference - VGG16 - OpenCLnamd-cuda: ATPase Simulation - 327,506 Atomsarrayfire: BLAS OpenCLshoc: OpenCL - Texture Read Bandwidthviennacl: OpenCL BLAS - dGEMM-NNviennacl: OpenCL BLAS - dAXPYviennacl: OpenCL BLAS - sDOTviennacl: OpenCL BLAS - dCOPYviennacl: OpenCL BLAS - sAXPYviennacl: OpenCL BLAS - dGEMM-NTviennacl: OpenCL BLAS - dGEMV-Nviennacl: OpenCL BLAS - sCOPYviennacl: OpenCL BLAS - dDOTviennacl: OpenCL BLAS - dGEMM-TNviennacl: OpenCL BLAS - dGEMV-Tviennacl: OpenCL BLAS - dGEMM-TTvkresample: 2x - Singleluxcorerender: Rainbow Colors and Prism - GPUrealsr-ncnn: 4x - Noplaidml: No - Inference - ResNet 50 - OpenCLhashcat: SHA-512hashcat: SHA1hashcat: MD5betsy: ETC2 RGB - Highesthashcat: TrueCrypt RIPEMD160 + XTScl-mem: Readcl-mem: Writecl-mem: Copywaifu2x-ncnn: 2x - 3 - Yesbetsy: ETC1 - Highestshoc: OpenCL - GEMM SGEMM_Narrayfire: Conjugate Gradient OpenCLhashcat: 7-Zipclpeak: Integer Compute INTshoc: OpenCL - FFT SPclpeak: Single-Precision Floatclpeak: Global Memory Bandwidthshoc: OpenCL - S3Dshoc: OpenCL - MD5 Hashmixbench: NVIDIA CUDA - Single Precisionmixbench: NVIDIA CUDA - Integermixbench: NVIDIA CUDA - Double Precisionmixbench: NVIDIA CUDA - Half PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901767.421083.2814680545.193767201.015437.698206.718246.82258.51258.3216219.428298.468311.488314.10242.683228299.30183.31207.9955530121.50803143.452.883.913.9361.154.517.34723.29976.12363.8530.15263.13101.87128.870.155022611.241110.7324438825536832724437228040124332522.32714.1311.642378.7512914857149398457143286431428578.489349900396.8333.0288.25.3226.1393023.532.0764932277090.64949.9607122.60368.68188.78318.30108225.597811.27221.6514480.231819.251113.4914730556.433747362.195530.458319.688365.01262.86262.9016496.228439.958451.078449.25242.942045308.70186.12205.3082519122.65785146.542.813.913.8960.404.487.40923.44074.97564.8330.39267.89104.17131.820.152472680.121081.4425138825836732225036927040024831922.29713.2611.493380.721314657143957124285729405171429355538396.8324.0284.65.3053112.872.0915006737155.07954.2517244.69369.26192.70618.67028377.737995.96226.3214636.771011.95595.8117353361.623518534.726445.649705.639756.50307.31305.2319106.959764.679791.339780.52258.363708174.29130.76227.941979397.75100890.563.584.534.9751.395.447.64824.45164.22051.8525.90305.27120.83152.360.143233017.861144.9027838225836332127837027839728332519.88113.1010.165418.6815357142861104991428633955900000412388392.0314.9289.04.8533269.422.0895805678446.241088.048456.17363.95199.71721.38799668.059219.34256.3319471.03975.22585.5218660354.53389468.387123.9510806.2410862.12341.36338.6521212.9610871.1810886.6510901.17260.458052169.34129.02244.518478096.8695986.743.714.695.1550.155.587.74224.88159.55651.5229.08345.81129.95164.370.138013346.881119.8632338825137032332037127840432633432419.05312.169.493442.29169673333312300142857379986428576.873452883396.8330.7290.24.6485.0173350.002.0746427609079.541099.399258.58369.30197.20624.010010803.6310234.25288.6621586.18913.26555.0320576344.5532210383.047814.8311765.0911820.67370.77371.6823328.0911924.6711917.0311920.76270.302147160.42123.53261.568079995.6898181.883.854.845.3744.555.777.96825.70454.06850.7425.68378.25145.29183.110.135223667.171168.2735342725140533034938928844135435635017.51612.158.880472.0918936166671359677142941746057143506217437.5347.0301.74.3953719.301.89771265010392.331203.7110434.55405.76212.73826.457111622.1811161.70314.8523388.22899.59548.9127734283.9624514076.5710811.5716279.2716358.35513.10513.7732202.5816457.9116487.6116498.51359.843904152.3998.64305.310399072.42132473.305.016.516.8333.927.1011.03133.35244.22538.4919.24522.31187.25235.750.133244821.381180.6546951831947740446646030451747537546814.78115.287.629638.3924605666671781532857154074357143644813545.6447.0322.83.8724835.131.67789241013127.461483.3013781.33507.08271.24734.965214851.9114731.97409.0528438.06907.46551.4429168281.0823314765.3811258.4416941.2817030.39536.02535.9433598.0817183.0417203.1517206.48382.421153152.7097.57307.5860100669.46138673.435.216.927.0432.747.2111.59235.31441.91336.7918.72548.48197.09248.340.133044994.931168.3049654231649540349346230553148637249513.56016.837.337652.4125830833331868794285756684485714678875567.8494.7319.33.8555057.651.64094440013853.391578.3714490.00530.29288.60036.751915431.5615399.95425.4528374.42876.68962.3118675316.303005969.654488.856780.546809.18213.53213.5513718.146836.839039.776818.80293.779725127.15115.21182.003585284.55116877.873.614.565.3653.926.068.50425.86067.13443.8523.56214.3597.37122.250.154713490.161255.2820432728931530622127532920430323.13515.3610.362340.131119700000776232857124005014286299913318.0302.2270.04.8502770.782.4944276096338.90934.17012561.56315.44172.08315.159112815.835883.15178.2013379.48552.11596.5726639218.452378477.236403.149646.859700.50305.19304.8719484.469720.6712854.499684.39384.17801485.3782.07236.5058125661.67165853.664.916.047.1939.247.6111.45134.00650.63531.8217.42303.92133.75168.990.129285040.872120.8329139932837135929322428939829233317.67320.998.317456.4015899000001106874285734158442857427989393.1383.8293.24.1803432.762.0835871458378.391153.0416021.63388.87211.71721.613018247.618458.84255.2219243.59466.42507.7929253189.9122710070.327629.6711492.6311545.08362.43361.2423200.5711572.6015292.8511498.10413.18178976.0572.98267.0698141754.13182846.995.816.988.2533.508.4312.89237.36646.63328.9515.73362.30154.05194.520.126115790.342131.0733839732637035833922128139833733317.54923.457.815495.6818866857141314517142940281500000503188393.2380.4294.94.0353795.352.08768759110264.471135.0920072.72389.26218.30625.552121395.3710033.78302.0222837.37459.78501.6531739184.7620110205.767730.7511649.9011695.96367.88366.9123509.0811727.9215511.7511707.87454.49661673.4167.18267.2819148652.60198244.186.037.418.7134.178.6713.73338.94740.56427.8017.09368.71160.06202.760.124855805.752072.9734552847843534733152134313.55723.777.044513.37191694285713375128571414774571435.736512713539.1516.1337.63.7304.2494710.761.66872006410957.101536.7821524.49528.73286.10726.272521337.8310120.80305.0423025.87407.33442.8437477146.2916414570.6811290.9817024.2717087.33536.45534.5034278.0417097.7822809.1117183.85568.25721260.8752.80321.3305178541.41237336.098.009.9911.6722.7910.7917.54146.49632.37021.9411.28545.96223.94281.360.120997417.892210.1749962936755548050124135660149837750111.26828.206.036730.16273858571419257628571589624142864.387719975672.8646.2354.73.3663.3176305.821.55599197015474.891918.5129577.13662.39339.02337.518129218.8513956.21421.8831733.30358.78386.7239409124.4314316203.0112829.1619408.5619501.47611.03604.8839163.4819465.2725895.8319639.66666.47857552.6445.88335.0981204935.46278231.689.2811.5413.5119.9211.9620.03751.44129.28618.859.71623.33248.34311.730.120668125.712167.415597053635924895612303586445573675609.56133.255.635789.35307015714321660242857658464857144.082807600804.8733.2355.03.2833.0848100.681.513109712017317.312289.5433723.34794.55419.32841.830832644.6815545.63469.1635590.07345.19373.6940348120.3813916881.7613650.6620597.7020714.16651.89651.0641672.1020789.4827527.9420790.49679.58418151.2844.12344.9875209934.40285729.929.7211.9914.0619.1112.3520.76553.01128.18018.369.48652.34257.64323.310.119888463.762219.906007236074986023656575989.30234.275.517816.85324251666722828250000699787000003.939847886825.7745.5363.03.2353.0128327.841.475115300018051.592346.1335210.03813.57429.59944.110234169.7416502.90494.2437668.36OpenBenchmarking.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: Barbershop - Compute: NVIDIA OptiXRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2070400800120016002000SE +/- 0.77, N = 3SE +/- 0.34, N = 3SE +/- 0.86, N = 3SE +/- 0.30, N = 3SE +/- 0.33, N = 3SE +/- 0.26, N = 3SE +/- 0.51, N = 3SE +/- 0.69, N = 3SE +/- 3.15, N = 3SE +/- 1.18, N = 3SE +/- 3.68, N = 3SE +/- 1.83, N = 3SE +/- 0.20, N = 3SE +/- 0.26, N = 3345.19358.78407.33459.78466.42552.11876.68899.59907.46913.26975.221011.951767.421819.25

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CUDARTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 3060RTX 2060 SUPERRTX 20702004006008001000SE +/- 0.32, N = 3SE +/- 0.21, N = 3SE +/- 0.45, N = 3SE +/- 0.27, N = 3SE +/- 0.24, N = 3SE +/- 0.25, N = 3SE +/- 0.26, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.01, N = 3SE +/- 0.31, N = 3SE +/- 0.24, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 3373.69386.72442.84501.65507.79548.91551.44555.03585.52595.81596.57962.311083.281113.49

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 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070TITAN RTXRTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 3060RTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPER9K18K27K36K45KSE +/- 52.75, N = 3SE +/- 106.84, N = 3SE +/- 186.45, N = 3SE +/- 101.51, N = 3SE +/- 168.57, N = 3SE +/- 46.38, N = 3SE +/- 103.74, N = 3SE +/- 77.49, N = 3SE +/- 110.32, N = 3SE +/- 110.08, N = 3SE +/- 29.46, N = 3SE +/- 217.96, N = 3SE +/- 32.62, N = 3SE +/- 72.46, N = 340348394093747731739292532916827734266392057618675186601735314730146801. (CXX) g++ options: -flto -pthread

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: Pabellon Barcelona - Compute: CUDARTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiTITAN RTXRTX 2080 TiRTX 3060RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2070120240360480600SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.34, N = 3SE +/- 0.11, N = 3SE +/- 0.25, N = 3120.38124.43146.29184.76189.91218.45281.08283.96316.30344.55354.50361.62545.19556.43

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 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070TITAN RTXRTX 3060 TiRTX 2080 TiRTX 3060RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPER80160240320400SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 0.88, N = 3SE +/- 0.88, N = 3SE +/- 1.20, N = 3SE +/- 1.20, N = 3SE +/- 1.20, N = 3SE +/- 0.88, N = 3SE +/- 1.67, N = 3SE +/- 1.33, N = 3SE +/- 0.88, N = 3139143164201227233237245300322338351374376

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 3090RTX 3080 TiTITAN RTXRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 30604K8K12K16K20KSE +/- 4.03, N = 3SE +/- 4.40, N = 3SE +/- 5.90, N = 3SE +/- 0.42, N = 3SE +/- 14.70, N = 3SE +/- 0.06, N = 3SE +/- 0.81, N = 3SE +/- 0.82, N = 3SE +/- 1.82, N = 3SE +/- 21.85, N = 3SE +/- 11.39, N = 3SE +/- 0.29, N = 3SE +/- 14.82, N = 3SE +/- 7.82, N = 316881.7616203.0114765.3814570.6814076.5710383.0410205.7610070.329468.388534.728477.237362.197201.015969.65

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 30603K6K9K12K15KSE +/- 1.11, N = 3SE +/- 20.56, N = 3SE +/- 1.14, N = 3SE +/- 27.84, N = 3SE +/- 27.43, N = 3SE +/- 20.31, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.36, N = 3SE +/- 0.30, N = 3SE +/- 3.46, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 5.77, N = 313650.6612829.1611290.9811258.4410811.577814.837730.757629.677123.956445.646403.145530.455437.694488.85

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-vec4RTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 30604K8K12K16K20KSE +/- 2.62, N = 3SE +/- 0.25, N = 3SE +/- 0.02, N = 3SE +/- 46.17, N = 3SE +/- 45.18, N = 3SE +/- 30.69, N = 3SE +/- 1.12, N = 3SE +/- 1.00, N = 3SE +/- 0.27, N = 3SE +/- 8.84, N = 3SE +/- 4.72, N = 3SE +/- 0.63, N = 3SE +/- 20.82, N = 3SE +/- 0.54, N = 320597.7019408.5617024.2716941.2816279.2711765.0911649.9011492.6310806.249705.639646.858319.688206.716780.54

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-scalarRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 30604K8K12K16K20KSE +/- 26.66, N = 3SE +/- 0.24, N = 3SE +/- 1.14, N = 3SE +/- 44.08, N = 3SE +/- 43.31, N = 3SE +/- 30.36, N = 3SE +/- 0.71, N = 3SE +/- 0.75, N = 3SE +/- 1.08, N = 3SE +/- 8.24, N = 3SE +/- 8.15, N = 3SE +/- 0.21, N = 3SE +/- 21.65, N = 3SE +/- 0.77, N = 320714.1619501.4717087.3317030.3916358.3511820.6711695.9611545.0810862.129756.509700.508365.018246.826809.18

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4RTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 3060140280420560700SE +/- 0.79, N = 3SE +/- 0.61, N = 3SE +/- 0.35, N = 3SE +/- 1.43, N = 3SE +/- 1.31, N = 3SE +/- 0.00, N = 2SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.50, N = 3SE +/- 0.31, N = 3SE +/- 0.06, N = 2SE +/- 0.65, N = 3SE +/- 0.03, N = 3651.89611.03536.45536.02513.10370.77367.88362.43341.36307.31305.19262.86258.51213.53

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarRTX 3090RTX 3080 TiTITAN RTXRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 3060140280420560700SE +/- 1.37, N = 3SE +/- 0.01, N = 3SE +/- 1.43, N = 3SE +/- 1.32, N = 3SE +/- 1.54, N = 3SE +/- 0.95, N = 3SE +/- 0.95, N = 3SE +/- 0.34, N = 3SE +/- 0.02, N = 3SE +/- 0.79, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.01, N = 3651.06604.88535.94534.50513.77371.68366.91361.24338.65305.23304.87262.90258.32213.55

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4RTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 3070 TiRTX 2080 SUPERRTX 3070RTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 30609K18K27K36K45KSE +/- 91.14, N = 3SE +/- 51.02, N = 3SE +/- 88.40, N = 3SE +/- 148.11, N = 3SE +/- 86.26, N = 3SE +/- 114.74, N = 3SE +/- 118.62, N = 3SE +/- 88.97, N = 3SE +/- 0.93, N = 3SE +/- 49.62, N = 3SE +/- 64.46, N = 3SE +/- 45.05, N = 3SE +/- 40.81, N = 3SE +/- 0.44, N = 341672.1039163.4834278.0433598.0832202.5823509.0823328.0923200.5721212.9619484.4619106.9516496.2216219.4213718.14

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarRTX 3090RTX 3080 TiTITAN RTXRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 30604K8K12K16K20KSE +/- 80.41, N = 3SE +/- 30.73, N = 3SE +/- 92.50, N = 3SE +/- 43.04, N = 3SE +/- 43.12, N = 3SE +/- 60.69, N = 3SE +/- 57.85, N = 3SE +/- 43.84, N = 3SE +/- 29.14, N = 3SE +/- 32.23, N = 3SE +/- 25.27, N = 3SE +/- 22.92, N = 3SE +/- 21.01, N = 3SE +/- 9.15, N = 320789.4819465.2717183.0417097.7816457.9111924.6711727.9211572.6010871.189764.679720.678439.958298.466836.83

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4RTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 3070 TiRTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060RTX 2070RTX 2060 SUPER6K12K18K24K30KSE +/- 137.76, N = 3SE +/- 108.44, N = 3SE +/- 75.50, N = 3SE +/- 134.86, N = 3SE +/- 79.54, N = 3SE +/- 78.89, N = 3SE +/- 58.84, N = 3SE +/- 31.64, N = 3SE +/- 60.73, N = 3SE +/- 59.30, N = 3SE +/- 43.80, N = 3SE +/- 12.40, N = 3SE +/- 46.44, N = 3SE +/- 42.90, N = 327527.9425895.8322809.1117203.1516487.6115511.7515292.8512854.4911917.0310886.659791.339039.778451.078311.48

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarRTX 3090RTX 3080 TiTITAN RTXRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 30604K8K12K16K20KSE +/- 65.40, N = 3SE +/- 104.27, N = 3SE +/- 155.55, N = 3SE +/- 74.66, N = 3SE +/- 114.67, N = 3SE +/- 53.05, N = 3SE +/- 49.99, N = 3SE +/- 7.52, N = 3SE +/- 88.42, N = 3SE +/- 43.99, N = 3SE +/- 13.93, N = 3SE +/- 56.83, N = 3SE +/- 61.71, N = 3SE +/- 0.24, N = 320790.4919639.6617206.4817183.8516498.5111920.7611707.8711498.1010901.179780.529684.398449.258314.106818.80

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 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiTITAN RTXRTX 2080 TiRTX 3060RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPER150300450600750679.58666.48568.26454.50413.18384.18382.42359.84293.78270.30260.46258.36242.94242.68

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 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 207070140210280350SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.20, N = 3SE +/- 0.41, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 351.2852.6460.8773.4176.0585.37127.15152.39152.70160.42169.34174.29299.30308.70

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiTITAN RTXRTX 2080 TiRTX 3060RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 20704080120160200SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.02, N = 3SE +/- 0.57, N = 3SE +/- 0.54, N = 344.1245.8852.8067.1872.9882.0797.5798.64115.21123.53129.02130.76183.31186.12

FAHBench

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

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 3070 TiRTX 3070RTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 306070140210280350SE +/- 0.19, N = 3SE +/- 0.79, N = 3SE +/- 0.26, N = 3SE +/- 0.59, N = 3SE +/- 0.75, N = 3SE +/- 0.12, N = 3SE +/- 0.47, N = 3SE +/- 0.45, N = 3SE +/- 0.35, N = 3SE +/- 0.27, N = 3SE +/- 0.18, N = 3SE +/- 0.40, N = 3SE +/- 0.59, N = 3SE +/- 0.16, N = 3344.99335.10321.33307.59305.31267.28267.07261.57244.52236.51227.94208.00205.31182.00

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 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiTITAN RTXRTX 2080 TiRTX 3060RTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2060 SUPERRTX 20705001000150020002500SE +/- 1.33, N = 3SE +/- 2.03, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 1.15, N = 32099204917851486141712561006990852799793780530519

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 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiTITAN RTXRTX 2080 TiRTX 3060RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2070306090120150SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 334.4035.4641.4152.6054.1361.6769.4672.4284.5595.6896.8697.75121.50122.65

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.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiTITAN RTXRTX 2080 TiRTX 3060RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2060 SUPERRTX 20706001200180024003000SE +/- 9.02, N = 3SE +/- 3.48, N = 3SE +/- 3.00, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.76, N = 3SE +/- 1.33, N = 3SE +/- 1.76, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 32857278223731982182816581386132411681008981959803785

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 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 2080 TiTITAN RTXRTX 3060RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2070306090120150SE +/- 0.31, N = 3SE +/- 0.06, N = 3SE +/- 0.23, N = 3SE +/- 0.22, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.27, N = 3SE +/- 0.63, N = 329.9231.6836.0944.1846.9953.6673.3073.4377.8781.8886.7490.56143.45146.54

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 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070TITAN RTXRTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 3060RTX 2070 SUPERRTX 2060 SUPERRTX 20703691215SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 6SE +/- 0.05, N = 3SE +/- 0.03, N = 4SE +/- 0.02, N = 39.729.288.006.035.815.215.014.913.853.713.613.582.882.81MIN: 3.01 / MAX: 11.82MIN: 2.69 / MAX: 11.32MIN: 2.38 / MAX: 9.7MIN: 2.03 / MAX: 7.29MIN: 1.82 / MAX: 7.01MIN: 1.69 / MAX: 6.28MIN: 1.68 / MAX: 6.06MIN: 1.66 / MAX: 5.96MIN: 1.19 / MAX: 4.64MIN: 1.18 / MAX: 4.47MIN: 1.15 / MAX: 4.3MIN: 1.17 / MAX: 4.31MIN: 0.92 / MAX: 3.41MIN: 0.88 / MAX: 3.32

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: GPURTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070TITAN RTXRTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPER3691215SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 311.9911.549.997.416.986.926.516.044.844.694.564.533.913.91MIN: 3.93 / MAX: 14.25MIN: 3.63 / MAX: 13.73MIN: 3.32 / MAX: 11.84MIN: 2.28 / MAX: 8.81MIN: 2.27 / MAX: 8.27MIN: 2.23 / MAX: 8.19MIN: 1.93 / MAX: 7.74MIN: 1.87 / MAX: 7.15MIN: 1.66 / MAX: 5.75MIN: 1.66 / MAX: 5.58MIN: 1.64 / MAX: 5.37MIN: 1.3 / MAX: 5.39MIN: 1.41 / MAX: 4.63MIN: 1.4 / MAX: 4.62

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: GPURTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3060RTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 207048121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, 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 = 314.0613.5111.678.718.257.197.046.835.375.365.154.973.933.89MIN: 13.57 / MAX: 14.34MIN: 12.39 / MAX: 13.74MIN: 11.22 / MAX: 11.86MIN: 8.19 / MAX: 8.87MIN: 8.13 / MAX: 8.41MIN: 6.89 / MAX: 7.44MIN: 6.59 / MAX: 7.3MIN: 6.56 / MAX: 6.93MIN: 5.07 / MAX: 5.51MIN: 5.23 / MAX: 5.58MIN: 5.03 / MAX: 5.33MIN: 4.86 / MAX: 5.09MIN: 3.81 / MAX: 4.12MIN: 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: NVIDIA OptiXRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 3070RTX 2080 TiRTX 3070 TiRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060RTX 2070RTX 2060 SUPER1428425670SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 2.61, N = 15SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 2.59, N = 15SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 319.1119.9222.7932.7433.5033.9234.1739.2444.5550.1551.3953.9260.4061.15

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 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiTITAN RTXRTX 2080 TiRTX 3060RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 20703691215SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 312.3511.9610.798.678.437.617.217.106.065.775.585.444.514.48MIN: 10.23 / MAX: 17.13MIN: 9.91 / MAX: 16.43MIN: 8.72 / MAX: 14.46MIN: 6.96 / MAX: 10.98MIN: 6.69 / MAX: 10.55MIN: 6.03 / MAX: 9.24MIN: 5.68 / MAX: 9.07MIN: 5.6 / MAX: 8.83MIN: 4.73 / MAX: 7.39MIN: 4.67 / MAX: 6.58MIN: 4.54 / MAX: 6.31MIN: 4.44 / MAX: 6.12MIN: 3.75 / MAX: 4.99MIN: 3.75 / MAX: 4.81

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 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070TITAN RTXRTX 3060 TiRTX 2080 TiRTX 3060RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPER510152025SE +/- 0.003, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.004, N = 3SE +/- 0.006, N = 3SE +/- 0.005, N = 3SE +/- 0.005, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.016, N = 320.76520.03717.54113.73312.89211.59211.45111.0318.5047.9687.7427.6487.4097.347

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070TITAN RTXRTX 3060 TiRTX 2080 TiRTX 3060RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPER1224364860SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 353.0151.4446.5038.9537.3735.3134.0133.3525.8625.7024.8824.4523.4423.30

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 3090RTX 3080 TiRTX 3080RTX 3070 TiTITAN RTXRTX 2080 TiRTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060RTX 2070RTX 2060 SUPER20406080100SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.14, N = 3SE +/- 0.30, N = 3SE +/- 0.22, N = 3SE +/- 0.01, N = 3SE +/- 0.43, N = 3SE +/- 0.31, N = 328.1829.2932.3740.5641.9144.2346.6350.6454.0759.5664.2267.1374.9876.12

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: CUDARTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiTITAN RTXRTX 2080 TiRTX 3060RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 20701428425670SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, 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 +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 318.3618.8521.9427.8028.9531.8236.7938.4943.8550.7451.5251.8563.8564.83

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: NVIDIA OptiXRTX 3090RTX 3080 TiRTX 3080RTX 3070RTX 3070 TiRTX 3060 TiTITAN RTXRTX 2080 TiRTX 3060RTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2060 SUPERRTX 2070714212835SE +/- 0.01, N = 5SE +/- 0.01, N = 5SE +/- 0.01, N = 4SE +/- 0.01, N = 4SE +/- 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 = 3SE +/- 2.65, N = 15SE +/- 0.01, N = 3SE +/- 0.03, N = 39.489.7111.2815.7317.0917.4218.7219.2423.5625.6825.9029.0830.1530.39

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 3090RTX 3080 TiTITAN RTXRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 3060140280420560700SE +/- 0.05, N = 3SE +/- 1.38, N = 3SE +/- 1.27, N = 3SE +/- 1.37, N = 3SE +/- 1.40, N = 3SE +/- 0.96, N = 3SE +/- 0.84, N = 3SE +/- 0.02, N = 3SE +/- 0.84, N = 3SE +/- 0.80, N = 3SE +/- 0.38, N = 3SE +/- 0.74, N = 3SE +/- 0.74, N = 3SE +/- 0.01, N = 3652.34623.33548.48545.96522.31378.25368.71362.30345.81305.27303.92267.89263.13214.351. (CXX) g++ options: -O3 -rdynamic -lOpenCL

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 3070 TiRTX 3070RTX 2080 SUPERRTX 3060 TiRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 306060120180240300SE +/- 0.33, N = 3SE +/- 0.52, N = 3SE +/- 0.38, N = 3SE +/- 0.48, N = 3SE +/- 0.55, N = 3SE +/- 0.28, N = 3SE +/- 0.31, N = 3SE +/- 0.32, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.17, N = 3SE +/- 0.39, N = 3SE +/- 0.28, N = 3SE +/- 0.06, N = 3257.64248.34223.94197.09187.25160.06154.05145.29133.75129.95120.83104.17101.8797.37

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 3070 TiRTX 3070RTX 2080 SUPERRTX 3060 TiRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 306070140210280350SE +/- 0.49, N = 4SE +/- 0.58, N = 4SE +/- 0.47, N = 4SE +/- 0.54, N = 3SE +/- 0.63, N = 3SE +/- 0.72, N = 3SE +/- 0.45, N = 3SE +/- 0.45, N = 3SE +/- 0.35, N = 3SE +/- 0.75, N = 3SE +/- 0.34, N = 3SE +/- 0.54, N = 3SE +/- 0.41, N = 3SE +/- 0.09, N = 3323.31311.73281.36248.34235.75202.76194.52183.11168.99164.37152.36131.82128.87122.25

NAMD CUDA

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

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 3060RTX 2060 SUPER0.03490.06980.10470.13960.1745SE +/- 0.00010, N = 5SE +/- 0.00031, N = 5SE +/- 0.00023, N = 5SE +/- 0.00014, N = 3SE +/- 0.00049, N = 5SE +/- 0.00020, N = 5SE +/- 0.00130, N = 5SE +/- 0.00078, N = 5SE +/- 0.00058, N = 5SE +/- 0.00019, N = 5SE +/- 0.00016, N = 5SE +/- 0.00031, N = 5SE +/- 0.00054, N = 5SE +/- 0.00029, N = 50.119880.120660.120990.124850.126110.129280.133040.133240.135220.138010.143230.152470.154710.15502

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 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3060RTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPER2K4K6K8K10KSE +/- 3.92, N = 4SE +/- 1.74, N = 4SE +/- 5.63, N = 4SE +/- 17.44, N = 4SE +/- 0.72, N = 4SE +/- 0.26, N = 4SE +/- 12.10, N = 4SE +/- 8.53, N = 4SE +/- 0.34, N = 4SE +/- 6.19, N = 4SE +/- 7.17, N = 4SE +/- 0.43, N = 4SE +/- 6.61, N = 4SE +/- 0.91, N = 48463.768125.717417.895805.755790.345040.874994.934821.383667.173490.163346.883017.862680.122611.241. (CXX) g++ options: -rdynamic

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.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Texture Read BandwidthRTX 3090RTX 3080RTX 3080 TiRTX 3070RTX 3060 TiRTX 3070 TiRTX 3060RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2060 SUPERRTX 20705001000150020002500SE +/- 4.61, N = 3SE +/- 0.73, N = 3SE +/- 6.37, N = 3SE +/- 1.91, N = 4SE +/- 2.95, N = 4SE +/- 1.31, N = 4SE +/- 3.60, N = 4SE +/- 1.11, N = 3SE +/- 3.30, N = 3SE +/- 2.81, N = 3SE +/- 0.65, N = 3SE +/- 1.56, N = 3SE +/- 2.79, N = 4SE +/- 3.17, N = 32219.902210.172167.412131.072120.832072.971255.281180.651168.301168.271144.901119.861110.731081.441. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 3060130260390520650SE +/- 1.33, N = 3SE +/- 1.20, N = 3SE +/- 1.20, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 1.67, N = 3SE +/- 0.67, N = 36005594994964703533453413232922852522472051. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dAXPYRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 3070 TiRTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 3070RTX 2080RTX 2070RTX 2060 SUPERRTX 2070 SUPERRTX 3060160320480640800SE +/- 0.33, N = 37237056295425285184274003973883883883833271. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sDOTRTX 3080RTX 3080 TiRTX 3060 TiRTX 3070RTX 2080 TiTITAN RTXRTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2080 SUPERRTX 208080160240320400SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 33673633283273193162892672582552512511. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPYRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 3070 TiRTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 3070RTX 2080RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 3060130260390520650SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 36075925554954784774053713713703693673633151. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sAXPYRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3070RTX 2080 SUPERRTX 2060 SUPERRTX 2080RTX 2070RTX 2070 SUPERRTX 3060110220330440550SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 34984904804354054033593583303273233223223061. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NTRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPER130260390520650SE +/- 1.33, N = 3SE +/- 1.33, N = 3SE +/- 1.00, N = 3SE +/- 1.67, N = 3SE +/- 1.53, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 26025615014934673493473393202932842512461. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-NTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2060 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 3080RTX 3080 TiRTX 3060 TiRTX 3070RTX 3060100200300400500SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 34624603893743723713692412312242222221. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sCOPYRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 3070RTX 2060 SUPERRTX 2080RTX 2070 SUPERRTX 3060RTX 207080160240320400SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 1.45, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33653583563313063052892882812802782782752701. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOTRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 3070 TiRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2060 SUPERRTX 2070RTX 3070RTX 3060 TiRTX 2070 SUPERRTX 3060140280420560700SE +/- 0.33, N = 3SE +/- 0.67, N = 36576456015315215194414044014003993983983291. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TNRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 3060130260390520650SE +/- 1.33, N = 3SE +/- 1.33, N = 3SE +/- 1.20, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 3.00, N = 2SE +/- 0.67, N = 35985574984864763543433403262922832492472041. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-TRTX 3080RTX 2080 TiTITAN RTXRTX 3080 TiRTX 2080 SUPERRTX 2080RTX 3070RTX 3060 TiRTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 306080160240320400SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 33773763723683563343343343263263203031. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TTRTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080120240360480600SE +/- 2.00, N = 25605014954683503241. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

VkResample

VkResample is a Vulkan-based image upscaling library based on VkFFT. The sample input file is upscaling a 4K image to 8K using Vulkan-based GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3070RTX 3060 TiRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 3060612182430SE +/- 0.010, N = 5SE +/- 0.007, N = 5SE +/- 0.006, N = 5SE +/- 0.003, N = 5SE +/- 0.032, N = 5SE +/- 0.020, N = 5SE +/- 0.012, N = 5SE +/- 0.004, N = 5SE +/- 0.006, N = 5SE +/- 0.023, N = 5SE +/- 0.018, N = 5SE +/- 0.033, N = 5SE +/- 0.032, N = 5SE +/- 0.001, N = 59.3029.56111.26813.55713.56014.78117.51617.54917.67319.05319.88122.29722.32723.1351. (CXX) g++ options: -O3 -pthread

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 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiTITAN RTXRTX 3060RTX 2080 TiRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPER816243240SE +/- 0.00, N = 6SE +/- 0.24, N = 6SE +/- 0.08, N = 6SE +/- 0.06, N = 6SE +/- 0.05, N = 6SE +/- 0.05, N = 5SE +/- 0.01, N = 5SE +/- 0.00, N = 4SE +/- 0.02, N = 4SE +/- 0.01, N = 4SE +/- 0.01, N = 4SE +/- 0.03, N = 4SE +/- 0.00, N = 4SE +/- 0.01, N = 434.2733.2528.2023.7723.4520.9916.8315.3615.2814.1313.2613.1012.1612.15MIN: 30.52 / MAX: 36.32MIN: 30.01 / MAX: 35.85MIN: 26.09 / MAX: 31.07MIN: 21.81 / MAX: 25.33MIN: 20.97 / MAX: 24.32MIN: 19.21 / MAX: 22.15MIN: 15.76 / MAX: 18.22MIN: 13.94 / MAX: 16.32MIN: 13.65 / MAX: 16.66MIN: 13.33 / MAX: 14.65MIN: 12.41 / MAX: 14.02MIN: 12.42 / MAX: 13.77MIN: 11.24 / MAX: 12.82MIN: 11.25 / MAX: 12.81

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: NoRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiTITAN RTXRTX 2080 TiRTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060RTX 2070RTX 2060 SUPER3691215SE +/- 0.005, N = 7SE +/- 0.004, N = 7SE +/- 0.012, N = 7SE +/- 0.008, N = 6SE +/- 0.014, N = 6SE +/- 0.008, N = 6SE +/- 0.009, N = 6SE +/- 0.004, N = 6SE +/- 0.014, N = 5SE +/- 0.020, N = 5SE +/- 0.004, N = 5SE +/- 0.009, N = 5SE +/- 0.017, N = 5SE +/- 0.012, N = 45.5175.6356.0367.0447.3377.6297.8158.3178.8809.49310.16510.36211.49311.642

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: ResNet 50 - Device: OpenCLRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 3070 TiRTX 3070RTX 2080 SUPERRTX 3060 TiRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 30602004006008001000SE +/- 1.07, N = 6SE +/- 0.74, N = 6SE +/- 0.79, N = 6SE +/- 0.45, N = 6SE +/- 0.24, N = 6SE +/- 0.66, N = 5SE +/- 0.46, N = 6SE +/- 0.45, N = 5SE +/- 0.18, N = 5SE +/- 0.92, N = 5SE +/- 0.41, N = 5SE +/- 0.55, N = 5SE +/- 0.43, N = 5SE +/- 0.20, N = 5816.85789.35730.16652.41638.39513.37495.68472.09456.40442.29418.68380.72378.75340.13

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 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 3070 TiRTX 2080 SUPERRTX 3070RTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 3060700M1400M2100M2800M3500MSE +/- 2166012.72, N = 6SE +/- 2909578.36, N = 7SE +/- 3881545.38, N = 7SE +/- 3167166.63, N = 6SE +/- 2857349.20, N = 6SE +/- 2485372.17, N = 7SE +/- 1633078.21, N = 6SE +/- 2159742.99, N = 7SE +/- 2564067.95, N = 6SE +/- 2343684.52, N = 7SE +/- 430076.72, N = 7SE +/- 1259413.53, N = 7SE +/- 880321.52, N = 7SE +/- 1910248.05, N = 732425166673070157143273858571425830833332460566667191694285718936166671886685714169673333315899000001535714286131465714312914857141119700000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 30605000M10000M15000M20000M25000MSE +/- 26924236.29, N = 6SE +/- 27258234.73, N = 7SE +/- 23290062.40, N = 7SE +/- 22120437.19, N = 7SE +/- 22447650.36, N = 7SE +/- 15457664.37, N = 7SE +/- 6164287.09, N = 7SE +/- 23586201.72, N = 7SE +/- 25963370.33, N = 7SE +/- 5748658.52, N = 7SE +/- 5146308.37, N = 7SE +/- 13731990.06, N = 7SE +/- 9752578.59, N = 7SE +/- 7946598.98, N = 72282825000021660242857192576285711868794285717815328571135967714291337512857113145171429123001428571106874285711049914286957124285793984571437762328571

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 306015000M30000M45000M60000M75000MSE +/- 104099604.32, N = 7SE +/- 114085221.76, N = 7SE +/- 119086542.02, N = 7SE +/- 90062008.87, N = 7SE +/- 73945478.17, N = 7SE +/- 48387138.48, N = 7SE +/- 82415641.88, N = 7SE +/- 64426488.19, N = 7SE +/- 104693541.11, N = 7SE +/- 50524660.91, N = 7SE +/- 40022380.64, N = 7SE +/- 62259505.74, N = 7SE +/- 49115005.26, N = 7SE +/- 33928239.60, N = 76997870000065846485714589624142865668448571454074357143417460571434147745714340281500000379986428573415844285733955900000294051714292864314285724005014286

Betsy GPU Compressor

Betsy is an open-source GPU compressor of various GPU compression techniques. Betsy is written in GLSL for Vulkan/OpenGL (compute shader) support for GPU-based texture compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 2080RTX 2060 SUPER246810SE +/- 0.012, N = 8SE +/- 0.009, N = 8SE +/- 0.008, N = 8SE +/- 0.011, N = 7SE +/- 0.012, N = 6SE +/- 0.018, N = 53.9394.0824.3875.7366.8738.4891. (CXX) g++ options: -O3 -O2 -lpthread -ldl

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 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 3070 TiRTX 2080 SUPERRTX 3070RTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 3060200K400K600K800K1000KSE +/- 405.57, N = 7SE +/- 528.10, N = 9SE +/- 816.73, N = 8SE +/- 340.04, N = 8SE +/- 2086.05, N = 8SE +/- 463.85, N = 8SE +/- 4311.72, N = 6SE +/- 863.64, N = 8SE +/- 841.20, N = 6SE +/- 78.96, N = 9SE +/- 432.37, N = 8SE +/- 350.48, N = 8SE +/- 208.74, N = 8SE +/- 121.65, N = 8847886807600719975678875644813512713506217503188452883427989412388355538349900299913

cl-mem

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

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 3070 TiRTX 2080 SUPERRTX 2080RTX 2070RTX 2060 SUPERRTX 3070RTX 3060 TiRTX 2070 SUPERRTX 30602004006008001000SE +/- 0.18, N = 10SE +/- 0.37, N = 9SE +/- 0.18, N = 9SE +/- 0.09, N = 9SE +/- 0.15, N = 8SE +/- 0.11, N = 9SE +/- 0.11, N = 8SE +/- 0.08, N = 8SE +/- 0.10, N = 8SE +/- 0.10, N = 8SE +/- 0.19, N = 8SE +/- 0.18, N = 8SE +/- 0.06, N = 8SE +/- 0.11, N = 7825.7804.8672.8567.8545.6539.1437.5396.8396.8396.8393.2393.1392.0318.01. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiTITAN RTXRTX 2080 TiRTX 3060 TiRTX 3070RTX 2080 SUPERRTX 2060 SUPERRTX 2080RTX 2070RTX 2070 SUPERRTX 3060160320480640800SE +/- 0.18, N = 10SE +/- 0.48, N = 9SE +/- 0.35, N = 9SE +/- 0.26, N = 9SE +/- 0.75, N = 9SE +/- 0.38, N = 8SE +/- 0.07, N = 8SE +/- 0.10, N = 8SE +/- 0.31, N = 8SE +/- 0.37, N = 8SE +/- 0.55, N = 8SE +/- 0.35, N = 8SE +/- 0.15, N = 8SE +/- 0.12, N = 7745.5733.2646.2516.1494.7447.0383.8380.4347.0333.0330.7324.0314.9302.21. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 3070RTX 3060 TiRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 306080160240320400SE +/- 0.07, N = 10SE +/- 0.11, N = 9SE +/- 0.20, N = 9SE +/- 0.13, N = 9SE +/- 0.09, N = 8SE +/- 0.08, N = 9SE +/- 0.09, N = 8SE +/- 0.14, N = 8SE +/- 0.17, N = 8SE +/- 0.08, N = 8SE +/- 0.04, N = 8SE +/- 0.08, N = 8SE +/- 0.07, N = 8SE +/- 0.11, N = 7363.0355.0354.7337.6322.8319.3301.7294.9293.2290.2289.0288.2284.6270.01. (CC) gcc options: -O2 -flto -lOpenCL

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiTITAN RTXRTX 2080 TiRTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2080RTX 3060RTX 2070 SUPERRTX 2070RTX 2060 SUPER1.19752.3953.59254.795.9875SE +/- 0.003, N = 9SE +/- 0.001, N = 9SE +/- 0.004, N = 9SE +/- 0.006, N = 9SE +/- 0.008, N = 8SE +/- 0.006, N = 8SE +/- 0.003, N = 8SE +/- 0.003, N = 8SE +/- 0.006, N = 8SE +/- 0.005, N = 8SE +/- 0.003, N = 7SE +/- 0.004, N = 7SE +/- 0.008, N = 7SE +/- 0.007, N = 73.2353.2833.3663.7303.8553.8724.0354.1804.3954.6484.8504.8535.3055.322

Betsy GPU Compressor

Betsy is an open-source GPU compressor of various GPU compression techniques. Betsy is written in GLSL for Vulkan/OpenGL (compute shader) support for GPU-based texture compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 2080RTX 2060 SUPER246810SE +/- 0.006, N = 9SE +/- 0.012, N = 9SE +/- 0.006, N = 9SE +/- 0.014, N = 8SE +/- 0.011, N = 7SE +/- 0.009, N = 73.0123.0843.3174.2495.0176.1391. (CXX) g++ options: -O3 -O2 -lpthread -ldl

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 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 3070 TiRTX 3070RTX 2080 SUPERRTX 3060 TiRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 30602K4K6K8K10KSE +/- 31.35, N = 12SE +/- 30.90, N = 12SE +/- 18.49, N = 11SE +/- 26.53, N = 10SE +/- 27.28, N = 10SE +/- 5.86, N = 10SE +/- 20.27, N = 10SE +/- 1.82, N = 10SE +/- 2.76, N = 10SE +/- 1.20, N = 9SE +/- 0.86, N = 9SE +/- 9.39, N = 9SE +/- 7.64, N = 9SE +/- 5.34, N = 98327.848100.686305.825057.654835.134710.763795.353719.303432.763350.003269.423112.873023.532770.781. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

ArrayFire

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

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 3070 TiRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2060 SUPERRTX 3060 TiRTX 3070RTX 2070 SUPERRTX 2070RTX 30600.56121.12241.68362.24482.806SE +/- 0.000, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.005, N = 11SE +/- 0.001, N = 10SE +/- 0.004, N = 11SE +/- 0.001, N = 10SE +/- 0.001, N = 9SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 101.4751.5131.5551.6401.6681.6771.8972.0742.0762.0832.0872.0892.0912.4941. (CXX) g++ options: -rdynamic

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 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 3070 TiRTX 2080 SUPERRTX 3070RTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 3060200K400K600K800K1000KSE +/- 879.27, N = 10SE +/- 815.38, N = 10SE +/- 415.55, N = 10SE +/- 555.18, N = 10SE +/- 337.46, N = 10SE +/- 340.13, N = 11SE +/- 498.27, N = 10SE +/- 535.21, N = 11SE +/- 447.26, N = 10SE +/- 305.81, N = 11SE +/- 1961.31, N = 15SE +/- 338.47, N = 11SE +/- 469.64, N = 11SE +/- 258.83, N = 1111530001097120991970944400892410720064712650687591642760587145580567500673493227427609

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 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 3070 TiRTX 2080 SUPERRTX 3070RTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 30604K8K12K16K20KSE +/- 105.32, N = 12SE +/- 114.00, N = 12SE +/- 110.02, N = 15SE +/- 163.86, N = 15SE +/- 52.71, N = 12SE +/- 52.74, N = 13SE +/- 83.89, N = 15SE +/- 62.48, N = 13SE +/- 73.78, N = 15SE +/- 83.15, N = 15SE +/- 76.78, N = 15SE +/- 84.44, N = 15SE +/- 85.91, N = 15SE +/- 3.88, N = 1518051.5917317.3115474.8913853.3913127.4610957.1010392.3310264.479079.548446.248378.397155.077090.646338.901. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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: FFT SPRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 3070 TiRTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 3070RTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 30605001000150020002500SE +/- 1.60, N = 13SE +/- 1.82, N = 13SE +/- 0.32, N = 13SE +/- 0.84, N = 12SE +/- 0.35, N = 12SE +/- 1.41, N = 12SE +/- 0.30, N = 12SE +/- 0.15, N = 12SE +/- 0.32, N = 12SE +/- 0.39, N = 12SE +/- 0.30, N = 12SE +/- 0.42, N = 12SE +/- 0.12, N = 12SE +/- 0.06, N = 122346.132289.541918.511578.371536.781483.301203.711153.041135.091099.391088.04954.25949.96934.171. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiTITAN RTXRTX 2080 TiRTX 3060RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPER8K16K24K32K40KSE +/- 28.06, N = 14SE +/- 21.75, N = 15SE +/- 69.64, N = 13SE +/- 2.30, N = 14SE +/- 12.54, N = 14SE +/- 7.12, N = 15SE +/- 183.70, N = 15SE +/- 222.21, N = 15SE +/- 16.58, N = 14SE +/- 83.80, N = 15SE +/- 89.35, N = 15SE +/- 77.61, N = 15SE +/- 99.77, N = 15SE +/- 77.28, N = 1535210.0333723.3429577.1321524.4920072.7216021.6314490.0013781.3312561.5610434.559258.588456.177244.697122.601. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 3070 TiRTX 2080 TiRTX 2080 SUPERRTX 3070RTX 3060 TiRTX 2080RTX 2070RTX 2060 SUPERRTX 2070 SUPERRTX 30602004006008001000SE +/- 0.01, N = 14SE +/- 0.03, N = 13SE +/- 0.07, N = 12SE +/- 0.03, N = 13SE +/- 0.40, N = 13SE +/- 0.45, N = 12SE +/- 0.21, N = 13SE +/- 0.25, N = 13SE +/- 0.22, N = 13SE +/- 0.14, N = 15SE +/- 0.05, N = 15SE +/- 0.08, N = 13SE +/- 0.07, N = 13SE +/- 0.01, N = 11813.57794.55662.39530.29528.73507.08405.76389.26388.87369.30369.26368.68363.95315.441. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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: S3DRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 3070 TiRTX 2080 TiRTX 3070RTX 2080 SUPERRTX 3060 TiRTX 2070 SUPERRTX 2080RTX 2070RTX 2060 SUPERRTX 306090180270360450SE +/- 0.12, N = 13SE +/- 0.22, N = 13SE +/- 0.19, N = 13SE +/- 0.08, N = 13SE +/- 0.05, N = 12SE +/- 0.13, N = 13SE +/- 0.16, N = 13SE +/- 0.07, N = 13SE +/- 0.10, N = 13SE +/- 0.09, N = 13SE +/- 0.09, N = 12SE +/- 0.07, N = 13SE +/- 0.04, N = 13SE +/- 0.07, N = 13429.60419.33339.02288.60286.11271.25218.31212.74211.72199.72197.21192.71188.78172.081. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashRTX 3090RTX 3080 TiRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 30601020304050SE +/- 0.04, N = 14SE +/- 0.06, N = 14SE +/- 0.00, N = 14SE +/- 0.04, N = 14SE +/- 0.04, N = 14SE +/- 0.00, N = 13SE +/- 0.01, N = 13SE +/- 0.05, N = 13SE +/- 0.01, N = 15SE +/- 0.03, N = 13SE +/- 0.01, N = 13SE +/- 0.01, N = 13SE +/- 0.01, N = 15SE +/- 0.01, N = 1244.1141.8337.5236.7534.9726.4626.2725.5524.0121.6121.3918.6718.3015.161. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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: Single PrecisionRTX 3090RTX 3080 TiRTX 3080RTX 3070RTX 3070 TiRTX 3060 TiTITAN RTXRTX 2080 TiRTX 3060RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPER7K14K21K28K35KSE +/- 561.56, N = 15SE +/- 563.16, N = 15SE +/- 546.33, N = 15SE +/- 177.14, N = 15SE +/- 213.66, N = 15SE +/- 9.34, N = 14SE +/- 520.86, N = 15SE +/- 497.84, N = 15SE +/- 1.31, N = 14SE +/- 124.12, N = 15SE +/- 12.22, N = 15SE +/- 5.79, N = 14SE +/- 6.70, N = 14SE +/- 12.37, N = 1434169.7432644.6829218.8521395.3721337.8318247.6115431.5614851.9112815.8311622.1810803.639668.058377.738225.591. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerRTX 3090RTX 3080 TiTITAN RTXRTX 2080 TiRTX 3080RTX 2080 SUPERRTX 2080RTX 3070 TiRTX 3070RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 30604K8K12K16K20KSE +/- 363.78, N = 15SE +/- 306.59, N = 15SE +/- 379.98, N = 15SE +/- 340.68, N = 15SE +/- 265.32, N = 15SE +/- 1.25, N = 14SE +/- 5.84, N = 14SE +/- 10.76, N = 15SE +/- 0.87, N = 14SE +/- 0.86, N = 14SE +/- 0.45, N = 14SE +/- 44.96, N = 15SE +/- 74.45, N = 15SE +/- 0.32, N = 1416502.9015545.6315399.9514731.9713956.2111161.7010234.2510120.8010033.789219.348458.847995.967811.275883.151. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionRTX 3090RTX 3080 TiTITAN RTXRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 3060110220330440550SE +/- 10.54, N = 15SE +/- 8.40, N = 15SE +/- 13.41, N = 15SE +/- 8.42, N = 15SE +/- 11.13, N = 15SE +/- 1.19, N = 15SE +/- 1.51, N = 14SE +/- 0.66, N = 14SE +/- 0.41, N = 14SE +/- 0.29, N = 14SE +/- 0.53, N = 14SE +/- 0.26, N = 14SE +/- 0.24, N = 14SE +/- 0.07, N = 14494.24469.16425.45421.88409.05314.85305.04302.02288.66256.33255.22226.32221.65178.201. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionRTX 3090RTX 3080 TiRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 3070 TiRTX 3070RTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 30608K16K24K32K40KSE +/- 800.73, N = 15SE +/- 685.00, N = 15SE +/- 632.41, N = 15SE +/- 105.21, N = 14SE +/- 394.62, N = 15SE +/- 70.30, N = 14SE +/- 4.24, N = 14SE +/- 2.92, N = 14SE +/- 33.25, N = 15SE +/- 45.34, N = 14SE +/- 1.61, N = 14SE +/- 42.04, N = 14SE +/- 52.79, N = 14SE +/- 0.78, N = 1437668.3635590.0731733.3028438.0628374.4223388.2223025.8722837.3721586.1819471.0319243.5914636.7714480.2313379.481. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

78 Results Shown

Blender:
  Barbershop - NVIDIA OptiX
  Barbershop - CUDA
LeelaChessZero
Blender
RedShift Demo
vkpeak:
  int16-vec4
  int16-scalar
  int32-vec4
  int32-scalar
  fp64-vec4
  fp64-scalar
  fp16-vec4
  fp16-scalar
  fp32-vec4
  fp32-scalar
OctaneBench
Blender:
  Classroom - CUDA
  Pabellon Barcelona - NVIDIA OptiX
FAHBench
Chaos Group V-RAY
Blender
Chaos Group V-RAY
Blender
LuxCoreRender:
  Danish Mood - GPU
  LuxCore Benchmark - GPU
  DLSC - GPU
Blender
LuxCoreRender
IndigoBench:
  OpenCL GPU - Bedroom
  OpenCL GPU - Supercar
RealSR-NCNN
Blender:
  BMW27 - CUDA
  BMW27 - NVIDIA OptiX
clpeak
PlaidML:
  No - Inference - VGG19 - OpenCL
  No - Inference - VGG16 - OpenCL
NAMD CUDA
ArrayFire
SHOC Scalable HeterOgeneous Computing
ViennaCL:
  OpenCL BLAS - dGEMM-NN
  OpenCL BLAS - dAXPY
  OpenCL BLAS - sDOT
  OpenCL BLAS - dCOPY
  OpenCL BLAS - sAXPY
  OpenCL BLAS - dGEMM-NT
  OpenCL BLAS - dGEMV-N
  OpenCL BLAS - sCOPY
  OpenCL BLAS - dDOT
  OpenCL BLAS - dGEMM-TN
  OpenCL BLAS - dGEMV-T
  OpenCL BLAS - dGEMM-TT
VkResample
LuxCoreRender
RealSR-NCNN
PlaidML
Hashcat:
  SHA-512
  SHA1
  MD5
Betsy GPU Compressor
Hashcat
cl-mem:
  Read
  Write
  Copy
Waifu2x-NCNN Vulkan
Betsy GPU Compressor
SHOC Scalable HeterOgeneous Computing
ArrayFire
Hashcat
clpeak
SHOC Scalable HeterOgeneous Computing
clpeak:
  Single-Precision Float
  Global Memory Bandwidth
SHOC Scalable HeterOgeneous Computing:
  OpenCL - S3D
  OpenCL - MD5 Hash
Mixbench:
  NVIDIA CUDA - Single Precision
  NVIDIA CUDA - Integer
  NVIDIA CUDA - Double Precision
  NVIDIA CUDA - Half Precision