NVIDIA GPU Compute Benchmarks

Benchmarks for a future article.

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

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

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

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

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

NVIDIA GPU Compute Benchmarksblender: 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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090400800120016002000SE +/- 0.20, N = 3SE +/- 0.26, N = 3SE +/- 1.83, N = 3SE +/- 3.68, N = 3SE +/- 1.18, N = 3SE +/- 0.69, N = 3SE +/- 3.15, N = 3SE +/- 0.51, N = 3SE +/- 0.26, N = 3SE +/- 0.33, N = 3SE +/- 0.30, N = 3SE +/- 0.86, N = 3SE +/- 0.34, N = 3SE +/- 0.77, N = 31767.421819.251011.95975.22913.26899.59907.46876.68552.11466.42459.78407.33358.78345.19
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309030060090012001500Min: 1767.02 / Avg: 1767.42 / Max: 1767.67Min: 1818.74 / Avg: 1819.25 / Max: 1819.55Min: 1009.37 / Avg: 1011.95 / Max: 1015.5Min: 971.44 / Avg: 975.22 / Max: 982.58Min: 912.04 / Avg: 913.26 / Max: 915.62Min: 898.46 / Avg: 899.59 / Max: 900.83Min: 903.94 / Avg: 907.46 / Max: 913.74Min: 875.7 / Avg: 876.68 / Max: 877.42Min: 551.63 / Avg: 552.11 / Max: 552.53Min: 465.78 / Avg: 466.42 / Max: 466.88Min: 459.28 / Avg: 459.78 / Max: 460.31Min: 406.38 / Avg: 407.33 / Max: 409.05Min: 358.28 / Avg: 358.78 / Max: 359.43Min: 343.66 / Avg: 345.19 / Max: 346.14

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902004006008001000SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.25, N = 3SE +/- 0.26, N = 3SE +/- 0.24, N = 3SE +/- 0.31, N = 3SE +/- 0.24, N = 3SE +/- 0.27, N = 3SE +/- 0.45, N = 3SE +/- 0.21, N = 3SE +/- 0.32, N = 31083.281113.49595.81585.52555.03548.91551.44962.31596.57507.79501.65442.84386.72373.69
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902004006008001000Min: 1082.91 / Avg: 1083.28 / Max: 1083.61Min: 1113.28 / Avg: 1113.49 / Max: 1113.65Min: 595.79 / Avg: 595.81 / Max: 595.83Min: 585.29 / Avg: 585.52 / Max: 585.91Min: 554.94 / Avg: 555.03 / Max: 555.18Min: 548.42 / Avg: 548.91 / Max: 549.21Min: 550.92 / Avg: 551.44 / Max: 551.78Min: 961.87 / Avg: 962.31 / Max: 962.71Min: 596.03 / Avg: 596.57 / Max: 597.1Min: 507.54 / Avg: 507.79 / Max: 508.28Min: 501.21 / Avg: 501.65 / Max: 502.14Min: 441.94 / Avg: 442.84 / Max: 443.33Min: 386.49 / Avg: 386.72 / Max: 387.13Min: 373.07 / Avg: 373.69 / Max: 374.15

LeelaChessZero

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

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30909K18K27K36K45KSE +/- 72.46, N = 3SE +/- 32.62, N = 3SE +/- 217.96, N = 3SE +/- 29.46, N = 3SE +/- 110.32, N = 3SE +/- 103.74, N = 3SE +/- 46.38, N = 3SE +/- 110.08, N = 3SE +/- 77.49, N = 3SE +/- 168.57, N = 3SE +/- 101.51, N = 3SE +/- 186.45, N = 3SE +/- 106.84, N = 3SE +/- 52.75, N = 314680147301735318660205762773429168186752663929253317393747739409403481. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30907K14K21K28K35KMin: 14587 / Avg: 14680.33 / Max: 14823Min: 14670 / Avg: 14730.33 / Max: 14782Min: 16974 / Avg: 17353.33 / Max: 17729Min: 18602 / Avg: 18660 / Max: 18698Min: 20398 / Avg: 20576.33 / Max: 20778Min: 27592 / Avg: 27734 / Max: 27936Min: 29099 / Avg: 29167.67 / Max: 29256Min: 18456 / Avg: 18675 / Max: 18804Min: 26509 / Avg: 26638.67 / Max: 26777Min: 28922 / Avg: 29253.33 / Max: 29473Min: 31537 / Avg: 31739.33 / Max: 31855Min: 37130 / Avg: 37476.67 / Max: 37769Min: 39246 / Avg: 39408.67 / Max: 39610Min: 40245 / Avg: 40347.67 / Max: 404201. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090120240360480600SE +/- 0.11, N = 3SE +/- 0.25, N = 3SE +/- 0.34, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3545.19556.43361.62354.50344.55283.96281.08316.30218.45189.91184.76146.29124.43120.38
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090100200300400500Min: 544.97 / Avg: 545.19 / Max: 545.33Min: 555.94 / Avg: 556.43 / Max: 556.69Min: 360.94 / Avg: 361.62 / Max: 362Min: 354.4 / Avg: 354.53 / Max: 354.6Min: 344.51 / Avg: 344.55 / Max: 344.58Min: 283.91 / Avg: 283.96 / Max: 283.99Min: 280.91 / Avg: 281.08 / Max: 281.17Min: 316.29 / Avg: 316.3 / Max: 316.32Min: 218.34 / Avg: 218.45 / Max: 218.51Min: 189.91 / Avg: 189.91 / Max: 189.92Min: 184.72 / Avg: 184.76 / Max: 184.8Min: 146.13 / Avg: 146.29 / Max: 146.42Min: 124.17 / Avg: 124.43 / Max: 124.6Min: 120.32 / Avg: 120.38 / Max: 120.41

RedShift Demo

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309080160240320400SE +/- 0.88, N = 3SE +/- 1.33, N = 3SE +/- 1.67, N = 3SE +/- 0.88, N = 3SE +/- 1.20, N = 3SE +/- 1.20, N = 3SE +/- 0.88, N = 3SE +/- 1.20, N = 3SE +/- 0.88, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3376374351338322245233300237227201164143139
OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309070140210280350Min: 375 / Avg: 376.33 / Max: 378Min: 373 / Avg: 374.33 / Max: 377Min: 349 / Avg: 350.67 / Max: 354Min: 337 / Avg: 338.33 / Max: 340Min: 320 / Avg: 321.67 / Max: 324Min: 243 / Avg: 244.67 / Max: 247Min: 232 / Avg: 233.33 / Max: 235Min: 298 / Avg: 299.67 / Max: 302Min: 236 / Avg: 237.33 / Max: 239Min: 226 / Avg: 227 / Max: 229Min: 163 / Avg: 163.67 / Max: 165Min: 142 / Avg: 142.67 / Max: 144Min: 138 / Avg: 139 / Max: 140

vkpeak

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

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 14.82, N = 3SE +/- 0.29, N = 3SE +/- 21.85, N = 3SE +/- 1.82, N = 3SE +/- 0.06, N = 3SE +/- 14.70, N = 3SE +/- 5.90, N = 3SE +/- 7.82, N = 3SE +/- 11.39, N = 3SE +/- 0.82, N = 3SE +/- 0.81, N = 3SE +/- 0.42, N = 3SE +/- 4.40, N = 3SE +/- 4.03, N = 37201.017362.198534.729468.3810383.0414076.5714765.385969.658477.2310070.3210205.7614570.6816203.0116881.76
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903K6K9K12K15KMin: 7186.14 / Avg: 7201.01 / Max: 7230.66Min: 7361.66 / Avg: 7362.19 / Max: 7362.64Min: 8512.72 / Avg: 8534.72 / Max: 8578.42Min: 9466.41 / Avg: 9468.38 / Max: 9472.01Min: 10382.93 / Avg: 10383.04 / Max: 10383.11Min: 14052.57 / Avg: 14076.57 / Max: 14103.27Min: 14758.38 / Avg: 14765.38 / Max: 14777.12Min: 5960.91 / Avg: 5969.65 / Max: 5985.25Min: 8458.99 / Avg: 8477.23 / Max: 8498.16Min: 10069.4 / Avg: 10070.32 / Max: 10071.96Min: 10204.88 / Avg: 10205.76 / Max: 10207.37Min: 14569.87 / Avg: 14570.68 / Max: 14571.24Min: 16195.43 / Avg: 16203.01 / Max: 16210.66Min: 16874.25 / Avg: 16881.76 / Max: 16888.06

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903K6K9K12K15KSE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.30, N = 3SE +/- 0.36, N = 3SE +/- 20.31, N = 3SE +/- 27.43, N = 3SE +/- 27.84, N = 3SE +/- 5.77, N = 3SE +/- 3.46, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 1.14, N = 3SE +/- 20.56, N = 3SE +/- 1.11, N = 35437.695530.456445.647123.957814.8310811.5711258.444488.856403.147629.677730.7511290.9812829.1613650.66
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902K4K6K8K10KMin: 5437.51 / Avg: 5437.69 / Max: 5437.82Min: 5530.3 / Avg: 5530.45 / Max: 5530.74Min: 6445.04 / Avg: 6445.64 / Max: 6445.99Min: 7123.42 / Avg: 7123.95 / Max: 7124.64Min: 7794.06 / Avg: 7814.83 / Max: 7855.44Min: 10784.02 / Avg: 10811.57 / Max: 10866.43Min: 11230.39 / Avg: 11258.44 / Max: 11314.13Min: 4483.06 / Avg: 4488.85 / Max: 4500.4Min: 6396.23 / Avg: 6403.14 / Max: 6406.78Min: 7629.42 / Avg: 7629.67 / Max: 7629.91Min: 7730.67 / Avg: 7730.75 / Max: 7730.85Min: 11288.71 / Avg: 11290.98 / Max: 11292.24Min: 12806.84 / Avg: 12829.16 / Max: 12870.23Min: 13649.54 / Avg: 13650.66 / Max: 13652.89

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 20.82, N = 3SE +/- 0.63, N = 3SE +/- 8.84, N = 3SE +/- 0.27, N = 3SE +/- 30.69, N = 3SE +/- 45.18, N = 3SE +/- 46.17, N = 3SE +/- 0.54, N = 3SE +/- 4.72, N = 3SE +/- 1.00, N = 3SE +/- 1.12, N = 3SE +/- 0.02, N = 3SE +/- 0.25, N = 3SE +/- 2.62, N = 38206.718319.689705.6310806.2411765.0916279.2716941.286780.549646.8511492.6311649.9017024.2719408.5620597.70
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KMin: 8185.49 / Avg: 8206.71 / Max: 8248.35Min: 8319.01 / Avg: 8319.68 / Max: 8320.93Min: 9696.79 / Avg: 9705.63 / Max: 9723.32Min: 10805.85 / Avg: 10806.24 / Max: 10806.76Min: 11733.15 / Avg: 11765.09 / Max: 11826.45Min: 16233.98 / Avg: 16279.27 / Max: 16369.63Min: 16894.93 / Avg: 16941.28 / Max: 17033.62Min: 6779.48 / Avg: 6780.54 / Max: 6781.22Min: 9637.42 / Avg: 9646.85 / Max: 9651.6Min: 11490.62 / Avg: 11492.63 / Max: 11493.68Min: 11647.67 / Avg: 11649.9 / Max: 11651.18Min: 17024.23 / Avg: 17024.27 / Max: 17024.29Min: 19408.26 / Avg: 19408.56 / Max: 19409.05Min: 20592.53 / Avg: 20597.7 / Max: 20601.04

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 21.65, N = 3SE +/- 0.21, N = 3SE +/- 8.24, N = 3SE +/- 1.08, N = 3SE +/- 30.36, N = 3SE +/- 43.31, N = 3SE +/- 44.08, N = 3SE +/- 0.77, N = 3SE +/- 8.15, N = 3SE +/- 0.75, N = 3SE +/- 0.71, N = 3SE +/- 1.14, N = 3SE +/- 0.24, N = 3SE +/- 26.66, N = 38246.828365.019756.5010862.1211820.6716358.3517030.396809.189700.5011545.0811695.9617087.3319501.4720714.16
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KMin: 8225.17 / Avg: 8246.82 / Max: 8290.11Min: 8364.77 / Avg: 8365.01 / Max: 8365.43Min: 9748.19 / Avg: 9756.5 / Max: 9772.98Min: 10860.96 / Avg: 10862.12 / Max: 10864.28Min: 11790.11 / Avg: 11820.67 / Max: 11881.39Min: 16315.01 / Avg: 16358.35 / Max: 16444.96Min: 16982.22 / Avg: 17030.39 / Max: 17118.42Min: 6808.1 / Avg: 6809.18 / Max: 6810.68Min: 9692.28 / Avg: 9700.5 / Max: 9716.79Min: 11544.29 / Avg: 11545.08 / Max: 11546.58Min: 11694.54 / Avg: 11695.96 / Max: 11696.83Min: 17085.06 / Avg: 17087.33 / Max: 17088.59Min: 19501.06 / Avg: 19501.47 / Max: 19501.88Min: 20685.09 / Avg: 20714.16 / Max: 20767.41

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090140280420560700SE +/- 0.65, N = 3SE +/- 0.06, N = 2SE +/- 0.50, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 2SE +/- 1.31, N = 3SE +/- 1.43, N = 3SE +/- 0.03, N = 3SE +/- 0.31, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.35, N = 3SE +/- 0.61, N = 3SE +/- 0.79, N = 3258.51262.86307.31341.36370.77513.10536.02213.53305.19362.43367.88536.45611.03651.89
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090110220330440550Min: 257.83 / Avg: 258.51 / Max: 259.81Min: 262.8 / Avg: 262.86 / Max: 262.91Min: 306.8 / Avg: 307.31 / Max: 308.31Min: 341.35 / Avg: 341.36 / Max: 341.37Min: 370.77 / Avg: 370.77 / Max: 370.77Min: 511.78 / Avg: 513.1 / Max: 515.72Min: 534.59 / Avg: 536.02 / Max: 538.89Min: 213.46 / Avg: 213.53 / Max: 213.57Min: 304.87 / Avg: 305.19 / Max: 305.8Min: 362.43 / Avg: 362.43 / Max: 362.44Min: 367.85 / Avg: 367.88 / Max: 367.89Min: 536.04 / Avg: 536.45 / Max: 537.15Min: 610.26 / Avg: 611.03 / Max: 612.23Min: 650.99 / Avg: 651.89 / Max: 653.47

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090140280420560700SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.79, N = 3SE +/- 0.02, N = 3SE +/- 0.95, N = 3SE +/- 1.54, N = 3SE +/- 1.43, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.34, N = 3SE +/- 0.95, N = 3SE +/- 1.32, N = 3SE +/- 0.01, N = 3SE +/- 1.37, N = 3258.32262.90305.23338.65371.68513.77535.94213.55304.87361.24366.91534.50604.88651.06
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090110220330440550Min: 258.05 / Avg: 258.32 / Max: 258.58Min: 262.83 / Avg: 262.9 / Max: 262.93Min: 304.44 / Avg: 305.23 / Max: 306.81Min: 338.62 / Avg: 338.65 / Max: 338.67Min: 370.7 / Avg: 371.68 / Max: 373.58Min: 511.77 / Avg: 513.77 / Max: 516.8Min: 534.46 / Avg: 535.94 / Max: 538.8Min: 213.53 / Avg: 213.55 / Max: 213.58Min: 304.86 / Avg: 304.87 / Max: 304.9Min: 360.64 / Avg: 361.24 / Max: 361.8Min: 365.01 / Avg: 366.91 / Max: 367.9Min: 533.13 / Avg: 534.5 / Max: 537.14Min: 604.86 / Avg: 604.88 / Max: 604.89Min: 648.71 / Avg: 651.06 / Max: 653.46

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30909K18K27K36K45KSE +/- 40.81, N = 3SE +/- 45.05, N = 3SE +/- 64.46, N = 3SE +/- 0.93, N = 3SE +/- 118.62, N = 3SE +/- 86.26, N = 3SE +/- 148.11, N = 3SE +/- 0.44, N = 3SE +/- 49.62, N = 3SE +/- 88.97, N = 3SE +/- 114.74, N = 3SE +/- 88.40, N = 3SE +/- 51.02, N = 3SE +/- 91.14, N = 316219.4216496.2219106.9521212.9623328.0932202.5833598.0813718.1419484.4623200.5723509.0834278.0439163.4841672.10
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30907K14K21K28K35KMin: 16178.09 / Avg: 16219.42 / Max: 16301.04Min: 16450.98 / Avg: 16496.22 / Max: 16586.32Min: 19042.47 / Avg: 19106.95 / Max: 19235.87Min: 21211.1 / Avg: 21212.96 / Max: 21213.96Min: 23209.07 / Avg: 23328.09 / Max: 23565.34Min: 32112.99 / Avg: 32202.58 / Max: 32375.06Min: 33448.98 / Avg: 33598.08 / Max: 33894.29Min: 13717.51 / Avg: 13718.14 / Max: 13718.98Min: 19434.6 / Avg: 19484.46 / Max: 19583.71Min: 23110.97 / Avg: 23200.57 / Max: 23378.51Min: 23393.99 / Avg: 23509.08 / Max: 23738.56Min: 34185.87 / Avg: 34278.04 / Max: 34454.79Min: 39111.25 / Avg: 39163.48 / Max: 39265.51Min: 41514.41 / Avg: 41672.1 / Max: 41830.13

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 21.01, N = 3SE +/- 22.92, N = 3SE +/- 32.23, N = 3SE +/- 29.14, N = 3SE +/- 60.69, N = 3SE +/- 43.12, N = 3SE +/- 92.50, N = 3SE +/- 9.15, N = 3SE +/- 25.27, N = 3SE +/- 43.84, N = 3SE +/- 57.85, N = 3SE +/- 43.04, N = 3SE +/- 30.73, N = 3SE +/- 80.41, N = 38298.468439.959764.6710871.1811924.6716457.9117183.046836.839720.6711572.6011727.9217097.7819465.2720789.48
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KMin: 8277.31 / Avg: 8298.46 / Max: 8340.48Min: 8416.05 / Avg: 8439.95 / Max: 8485.78Min: 9731.64 / Avg: 9764.67 / Max: 9829.12Min: 10840.34 / Avg: 10871.18 / Max: 10929.42Min: 11863.8 / Avg: 11924.67 / Max: 12046.04Min: 16413.75 / Avg: 16457.91 / Max: 16544.15Min: 17088.42 / Avg: 17183.04 / Max: 17368.03Min: 6818.53 / Avg: 6836.83 / Max: 6846.42Min: 9695.37 / Avg: 9720.67 / Max: 9771.21Min: 11527.61 / Avg: 11572.6 / Max: 11660.28Min: 11669.42 / Avg: 11727.92 / Max: 11843.61Min: 17054.49 / Avg: 17097.78 / Max: 17183.87Min: 19434.15 / Avg: 19465.27 / Max: 19526.72Min: 20708.12 / Avg: 20789.48 / Max: 20950.29

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30906K12K18K24K30KSE +/- 42.90, N = 3SE +/- 46.44, N = 3SE +/- 43.80, N = 3SE +/- 59.30, N = 3SE +/- 60.73, N = 3SE +/- 79.54, N = 3SE +/- 134.86, N = 3SE +/- 12.40, N = 3SE +/- 31.64, N = 3SE +/- 58.84, N = 3SE +/- 78.89, N = 3SE +/- 75.50, N = 3SE +/- 108.44, N = 3SE +/- 137.76, N = 38311.488451.079791.3310886.6511917.0316487.6117203.159039.7712854.4915292.8515511.7522809.1125895.8327527.94
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905K10K15K20K25KMin: 8268.47 / Avg: 8311.48 / Max: 8397.28Min: 8404.33 / Avg: 8451.07 / Max: 8543.95Min: 9718.67 / Avg: 9791.33 / Max: 9870.03Min: 10825.79 / Avg: 10886.65 / Max: 11005.24Min: 11856.13 / Avg: 11917.03 / Max: 12038.49Min: 16407.99 / Avg: 16487.61 / Max: 16646.69Min: 17067.19 / Avg: 17203.15 / Max: 17472.88Min: 9014.97 / Avg: 9039.77 / Max: 9052.23Min: 12809.63 / Avg: 12854.49 / Max: 12915.57Min: 15231.17 / Avg: 15292.85 / Max: 15410.49Min: 15432.39 / Avg: 15511.75 / Max: 15669.53Min: 22733.27 / Avg: 22809.11 / Max: 22960.11Min: 25785.46 / Avg: 25895.83 / Max: 26112.69Min: 27388.06 / Avg: 27527.94 / Max: 27803.45

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 61.71, N = 3SE +/- 56.83, N = 3SE +/- 43.99, N = 3SE +/- 88.42, N = 3SE +/- 53.05, N = 3SE +/- 114.67, N = 3SE +/- 155.55, N = 3SE +/- 0.24, N = 3SE +/- 13.93, N = 3SE +/- 7.52, N = 3SE +/- 49.99, N = 3SE +/- 74.66, N = 3SE +/- 104.27, N = 3SE +/- 65.40, N = 38314.108449.259780.5210901.1711920.7616498.5117206.486818.809684.3911498.1011707.8717183.8519639.6620790.49
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KMin: 8252.04 / Avg: 8314.1 / Max: 8437.51Min: 8392.41 / Avg: 8449.25 / Max: 8562.91Min: 9704.39 / Avg: 9780.52 / Max: 9856.77Min: 10811.33 / Avg: 10901.17 / Max: 11078.01Min: 11831.44 / Avg: 11920.76 / Max: 12015.01Min: 16364.82 / Avg: 16498.51 / Max: 16726.72Min: 17042.31 / Avg: 17206.48 / Max: 17517.42Min: 6818.34 / Avg: 6818.8 / Max: 6819.13Min: 9658.13 / Avg: 9684.39 / Max: 9705.6Min: 11488.14 / Avg: 11498.1 / Max: 11512.84Min: 11648.96 / Avg: 11707.87 / Max: 11807.28Min: 17108.53 / Avg: 17183.85 / Max: 17333.16Min: 19533.44 / Avg: 19639.66 / Max: 19848.18Min: 20722.46 / Avg: 20790.49 / Max: 20921.26

OctaneBench

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

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

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309070140210280350SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.41, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3299.30308.70174.29169.34160.42152.39152.70127.1585.3776.0573.4160.8752.6451.28
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 299.25 / Avg: 299.3 / Max: 299.36Min: 308.48 / Avg: 308.7 / Max: 308.82Min: 173.5 / Avg: 174.29 / Max: 174.87Min: 168.94 / Avg: 169.34 / Max: 169.6Min: 160.26 / Avg: 160.42 / Max: 160.5Min: 152.28 / Avg: 152.39 / Max: 152.56Min: 152.34 / Avg: 152.7 / Max: 152.88Min: 127.12 / Avg: 127.15 / Max: 127.21Min: 85.26 / Avg: 85.37 / Max: 85.42Min: 76 / Avg: 76.05 / Max: 76.08Min: 73.27 / Avg: 73.41 / Max: 73.52Min: 60.73 / Avg: 60.87 / Max: 60.95Min: 52.44 / Avg: 52.64 / Max: 52.78Min: 51.14 / Avg: 51.28 / Max: 51.36

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904080120160200SE +/- 0.57, N = 3SE +/- 0.54, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3183.31186.12130.76129.02123.5398.6497.57115.2182.0772.9867.1852.8045.8844.12
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090306090120150Min: 182.18 / Avg: 183.31 / Max: 183.95Min: 185.05 / Avg: 186.12 / Max: 186.66Min: 130.74 / Avg: 130.76 / Max: 130.79Min: 128.77 / Avg: 129.02 / Max: 129.26Min: 123.47 / Avg: 123.53 / Max: 123.58Min: 98.53 / Avg: 98.64 / Max: 98.72Min: 97.44 / Avg: 97.57 / Max: 97.68Min: 115.11 / Avg: 115.21 / Max: 115.38Min: 81.94 / Avg: 82.07 / Max: 82.25Min: 72.84 / Avg: 72.98 / Max: 73.07Min: 67.02 / Avg: 67.18 / Max: 67.28Min: 52.63 / Avg: 52.8 / Max: 53.07Min: 45.82 / Avg: 45.88 / Max: 45.91Min: 43.96 / Avg: 44.12 / Max: 44.22

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309070140210280350SE +/- 0.40, N = 3SE +/- 0.59, N = 3SE +/- 0.18, N = 3SE +/- 0.35, N = 3SE +/- 0.45, N = 3SE +/- 0.75, N = 3SE +/- 0.59, N = 3SE +/- 0.16, N = 3SE +/- 0.27, N = 3SE +/- 0.47, N = 3SE +/- 0.12, N = 3SE +/- 0.26, N = 3SE +/- 0.79, N = 3SE +/- 0.19, N = 3208.00205.31227.94244.52261.57305.31307.59182.00236.51267.07267.28321.33335.10344.99
OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 207.23 / Avg: 208 / Max: 208.55Min: 204.44 / Avg: 205.31 / Max: 206.42Min: 227.62 / Avg: 227.94 / Max: 228.23Min: 244.07 / Avg: 244.52 / Max: 245.2Min: 260.77 / Avg: 261.57 / Max: 262.32Min: 303.86 / Avg: 305.31 / Max: 306.38Min: 306.73 / Avg: 307.59 / Max: 308.72Min: 181.68 / Avg: 182 / Max: 182.18Min: 235.96 / Avg: 236.51 / Max: 236.81Min: 266.23 / Avg: 267.07 / Max: 267.85Min: 267.12 / Avg: 267.28 / Max: 267.51Min: 320.84 / Avg: 321.33 / Max: 321.74Min: 333.9 / Avg: 335.1 / Max: 336.59Min: 344.61 / Avg: 344.99 / Max: 345.24

Chaos Group V-RAY

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

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905001000150020002500SE +/- 0.33, N = 3SE +/- 1.15, N = 3SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 2.03, N = 3SE +/- 1.33, N = 35305197937807999901006852125614171486178520492099
OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090400800120016002000Min: 530 / Avg: 530.33 / Max: 531Min: 517 / Avg: 519 / Max: 521Min: 989 / Avg: 990 / Max: 991Min: 1004 / Avg: 1005.67 / Max: 1007Min: 1255 / Avg: 1256.33 / Max: 1257Min: 1416 / Avg: 1417 / Max: 1418Min: 1784 / Avg: 1785.33 / Max: 1787Min: 2046 / Avg: 2049.33 / Max: 2053Min: 2098 / Avg: 2099.33 / Max: 2102

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090306090120150SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3121.50122.6597.7596.8695.6872.4269.4684.5561.6754.1352.6041.4135.4634.40
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309020406080100Min: 121.14 / Avg: 121.5 / Max: 121.68Min: 122.58 / Avg: 122.65 / Max: 122.78Min: 97.73 / Avg: 97.75 / Max: 97.77Min: 96.81 / Avg: 96.86 / Max: 96.89Min: 95.65 / Avg: 95.68 / Max: 95.7Min: 72.41 / Avg: 72.42 / Max: 72.44Min: 69.36 / Avg: 69.46 / Max: 69.53Min: 84.5 / Avg: 84.55 / Max: 84.59Min: 61.61 / Avg: 61.67 / Max: 61.7Min: 54.08 / Avg: 54.13 / Max: 54.16Min: 52.58 / Avg: 52.6 / Max: 52.64Min: 41.37 / Avg: 41.41 / Max: 41.46Min: 35.42 / Avg: 35.46 / Max: 35.5Min: 34.39 / Avg: 34.4 / Max: 34.42

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30906001200180024003000SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 1.76, N = 3SE +/- 1.76, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 3.00, N = 3SE +/- 3.48, N = 3SE +/- 9.02, N = 38037851008959981132413861168165818281982237327822857
OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905001000150020002500Min: 802 / Avg: 803.33 / Max: 805Min: 784 / Avg: 785.33 / Max: 786Min: 1007 / Avg: 1008.33 / Max: 1009Min: 958 / Avg: 958.67 / Max: 960Min: 1321 / Avg: 1323.67 / Max: 1325Min: 1383 / Avg: 1386.33 / Max: 1389Min: 1165 / Avg: 1168.33 / Max: 1171Min: 1657 / Avg: 1658.33 / Max: 1659Min: 1827 / Avg: 1827.67 / Max: 1829Min: 2367 / Avg: 2373 / Max: 2376Min: 2776 / Avg: 2782.33 / Max: 2788Min: 2840 / Avg: 2856.67 / Max: 2871

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090306090120150SE +/- 0.27, N = 3SE +/- 0.63, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.22, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 3SE +/- 0.31, N = 3143.45146.5490.5686.7481.8873.3073.4377.8753.6646.9944.1836.0931.6829.92
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090306090120150Min: 142.96 / Avg: 143.45 / Max: 143.87Min: 145.28 / Avg: 146.54 / Max: 147.28Min: 90.53 / Avg: 90.56 / Max: 90.6Min: 86.49 / Avg: 86.74 / Max: 86.87Min: 81.84 / Avg: 81.88 / Max: 81.9Min: 73.22 / Avg: 73.3 / Max: 73.36Min: 73.16 / Avg: 73.43 / Max: 73.7Min: 77.85 / Avg: 77.87 / Max: 77.89Min: 53.57 / Avg: 53.66 / Max: 53.72Min: 46.96 / Avg: 46.99 / Max: 47.02Min: 43.74 / Avg: 44.18 / Max: 44.44Min: 35.69 / Avg: 36.09 / Max: 36.5Min: 31.57 / Avg: 31.68 / Max: 31.77Min: 29.49 / Avg: 29.92 / Max: 30.51

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.03, N = 4SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 6SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 32.882.813.583.713.855.015.213.614.915.816.038.009.289.72MIN: 0.92 / MAX: 3.41MIN: 0.88 / MAX: 3.32MIN: 1.17 / MAX: 4.31MIN: 1.18 / MAX: 4.47MIN: 1.19 / MAX: 4.64MIN: 1.68 / MAX: 6.06MIN: 1.69 / MAX: 6.28MIN: 1.15 / MAX: 4.3MIN: 1.66 / MAX: 5.96MIN: 1.82 / MAX: 7.01MIN: 2.03 / MAX: 7.29MIN: 2.38 / MAX: 9.7MIN: 2.69 / MAX: 11.32MIN: 3.01 / MAX: 11.82
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215Min: 2.84 / Avg: 2.88 / Max: 2.98Min: 2.79 / Avg: 2.81 / Max: 2.85Min: 3.53 / Avg: 3.58 / Max: 3.67Min: 3.69 / Avg: 3.71 / Max: 3.75Min: 3.85 / Avg: 3.85 / Max: 3.85Min: 4.99 / Avg: 5.01 / Max: 5.04Min: 5.16 / Avg: 5.21 / Max: 5.3Min: 3.54 / Avg: 3.61 / Max: 3.75Min: 4.84 / Avg: 4.91 / Max: 5.05Min: 5.72 / Avg: 5.81 / Max: 5.94Min: 5.92 / Avg: 6.03 / Max: 6.14Min: 7.96 / Avg: 8 / Max: 8.02Min: 9.19 / Avg: 9.28 / Max: 9.42Min: 9.65 / Avg: 9.72 / Max: 9.85

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 33.913.914.534.694.846.516.924.566.046.987.419.9911.5411.99MIN: 1.4 / MAX: 4.62MIN: 1.41 / MAX: 4.63MIN: 1.3 / MAX: 5.39MIN: 1.66 / MAX: 5.58MIN: 1.66 / MAX: 5.75MIN: 1.93 / MAX: 7.74MIN: 2.23 / MAX: 8.19MIN: 1.64 / MAX: 5.37MIN: 1.87 / MAX: 7.15MIN: 2.27 / MAX: 8.27MIN: 2.28 / MAX: 8.81MIN: 3.32 / MAX: 11.84MIN: 3.63 / MAX: 13.73MIN: 3.93 / MAX: 14.25
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215Min: 3.9 / Avg: 3.91 / Max: 3.92Min: 3.91 / Avg: 3.91 / Max: 3.92Min: 4.52 / Avg: 4.53 / Max: 4.55Min: 4.68 / Avg: 4.69 / Max: 4.71Min: 4.84 / Avg: 4.84 / Max: 4.85Min: 6.48 / Avg: 6.51 / Max: 6.53Min: 6.92 / Avg: 6.92 / Max: 6.93Min: 4.55 / Avg: 4.56 / Max: 4.56Min: 6.03 / Avg: 6.04 / Max: 6.06Min: 6.96 / Avg: 6.98 / Max: 6.99Min: 7.38 / Avg: 7.41 / Max: 7.45Min: 9.97 / Avg: 9.99 / Max: 10.01Min: 11.49 / Avg: 11.54 / Max: 11.59Min: 11.98 / Avg: 11.99 / Max: 12

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309048121620SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.933.894.975.155.376.837.045.367.198.258.7111.6713.5114.06MIN: 3.81 / MAX: 4.12MIN: 3.78 / MAX: 4.04MIN: 4.86 / MAX: 5.09MIN: 5.03 / MAX: 5.33MIN: 5.07 / MAX: 5.51MIN: 6.56 / MAX: 6.93MIN: 6.59 / MAX: 7.3MIN: 5.23 / MAX: 5.58MIN: 6.89 / MAX: 7.44MIN: 8.13 / MAX: 8.41MIN: 8.19 / MAX: 8.87MIN: 11.22 / MAX: 11.86MIN: 12.39 / MAX: 13.74MIN: 13.57 / MAX: 14.34
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309048121620Min: 3.93 / Avg: 3.93 / Max: 3.93Min: 3.89 / Avg: 3.89 / Max: 3.89Min: 4.97 / Avg: 4.97 / Max: 4.97Min: 5.14 / Avg: 5.15 / Max: 5.17Min: 5.37 / Avg: 5.37 / Max: 5.37Min: 6.83 / Avg: 6.83 / Max: 6.83Min: 7.04 / Avg: 7.04 / Max: 7.04Min: 5.36 / Avg: 5.36 / Max: 5.36Min: 7.18 / Avg: 7.19 / Max: 7.2Min: 8.24 / Avg: 8.25 / Max: 8.26Min: 8.69 / Avg: 8.71 / Max: 8.74Min: 11.65 / Avg: 11.67 / Max: 11.69Min: 13.49 / Avg: 13.51 / Max: 13.53Min: 14.04 / Avg: 14.06 / Max: 14.07

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901428425670SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 2.59, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 2.61, N = 15SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 361.1560.4051.3950.1544.5533.9232.7453.9239.2433.5034.1722.7919.9219.11
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901224364860Min: 61.11 / Avg: 61.15 / Max: 61.18Min: 60.35 / Avg: 60.4 / Max: 60.44Min: 51.35 / Avg: 51.39 / Max: 51.45Min: 47.53 / Avg: 50.15 / Max: 86.41Min: 44.52 / Avg: 44.55 / Max: 44.59Min: 33.88 / Avg: 33.92 / Max: 33.96Min: 32.71 / Avg: 32.74 / Max: 32.76Min: 53.79 / Avg: 53.92 / Max: 54Min: 39.23 / Avg: 39.24 / Max: 39.25Min: 33.47 / Avg: 33.5 / Max: 33.54Min: 31.52 / Avg: 34.17 / Max: 70.66Min: 22.78 / Avg: 22.79 / Max: 22.8Min: 19.88 / Avg: 19.92 / Max: 19.98Min: 19.1 / Avg: 19.11 / Max: 19.13

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 34.514.485.445.585.777.107.216.067.618.438.6710.7911.9612.35MIN: 3.75 / MAX: 4.99MIN: 3.75 / MAX: 4.81MIN: 4.44 / MAX: 6.12MIN: 4.54 / MAX: 6.31MIN: 4.67 / MAX: 6.58MIN: 5.6 / MAX: 8.83MIN: 5.68 / MAX: 9.07MIN: 4.73 / MAX: 7.39MIN: 6.03 / MAX: 9.24MIN: 6.69 / MAX: 10.55MIN: 6.96 / MAX: 10.98MIN: 8.72 / MAX: 14.46MIN: 9.91 / MAX: 16.43MIN: 10.23 / MAX: 17.13
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309048121620Min: 4.51 / Avg: 4.51 / Max: 4.51Min: 4.48 / Avg: 4.48 / Max: 4.48Min: 5.43 / Avg: 5.44 / Max: 5.44Min: 5.55 / Avg: 5.58 / Max: 5.6Min: 5.76 / Avg: 5.77 / Max: 5.79Min: 7.04 / Avg: 7.1 / Max: 7.14Min: 7.18 / Avg: 7.21 / Max: 7.25Min: 6.03 / Avg: 6.06 / Max: 6.08Min: 7.58 / Avg: 7.61 / Max: 7.62Min: 8.29 / Avg: 8.43 / Max: 8.5Min: 8.64 / Avg: 8.67 / Max: 8.69Min: 10.69 / Avg: 10.79 / Max: 10.91Min: 11.93 / Avg: 11.96 / Max: 12.01Min: 12.27 / Avg: 12.35 / Max: 12.43

IndigoBench

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

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090510152025SE +/- 0.016, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.005, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 3SE +/- 0.003, N = 3SE +/- 0.006, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.003, N = 37.3477.4097.6487.7427.96811.03111.5928.50411.45112.89213.73317.54120.03720.765
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090510152025Min: 7.33 / Avg: 7.35 / Max: 7.38Min: 7.41 / Avg: 7.41 / Max: 7.41Min: 7.64 / Avg: 7.65 / Max: 7.65Min: 7.74 / Avg: 7.74 / Max: 7.75Min: 7.96 / Avg: 7.97 / Max: 7.97Min: 11.02 / Avg: 11.03 / Max: 11.04Min: 11.59 / Avg: 11.59 / Max: 11.6Min: 8.49 / Avg: 8.5 / Max: 8.52Min: 11.44 / Avg: 11.45 / Max: 11.46Min: 12.89 / Avg: 12.89 / Max: 12.9Min: 13.73 / Avg: 13.73 / Max: 13.74Min: 17.54 / Avg: 17.54 / Max: 17.55Min: 20.03 / Avg: 20.04 / Max: 20.05Min: 20.76 / Avg: 20.77 / Max: 20.77

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901224364860SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 323.3023.4424.4524.8825.7033.3535.3125.8634.0137.3738.9546.5051.4453.01
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901122334455Min: 23.26 / Avg: 23.3 / Max: 23.36Min: 23.41 / Avg: 23.44 / Max: 23.49Min: 24.42 / Avg: 24.45 / Max: 24.5Min: 24.84 / Avg: 24.88 / Max: 24.94Min: 25.69 / Avg: 25.7 / Max: 25.72Min: 33.26 / Avg: 33.35 / Max: 33.42Min: 35.28 / Avg: 35.31 / Max: 35.38Min: 25.8 / Avg: 25.86 / Max: 25.92Min: 33.96 / Avg: 34.01 / Max: 34.1Min: 37.32 / Avg: 37.37 / Max: 37.46Min: 38.86 / Avg: 38.95 / Max: 39.08Min: 46.34 / Avg: 46.5 / Max: 46.63Min: 51.4 / Avg: 51.44 / Max: 51.47Min: 52.87 / Avg: 53.01 / Max: 53.24

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309020406080100SE +/- 0.31, N = 3SE +/- 0.43, N = 3SE +/- 0.22, N = 3SE +/- 0.30, N = 3SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 376.1274.9864.2259.5654.0744.2341.9167.1350.6446.6340.5632.3729.2928.18
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901530456075Min: 75.51 / Avg: 76.12 / Max: 76.53Min: 74.14 / Avg: 74.98 / Max: 75.54Min: 63.81 / Avg: 64.22 / Max: 64.58Min: 58.97 / Avg: 59.56 / Max: 59.96Min: 53.8 / Avg: 54.07 / Max: 54.29Min: 43.9 / Avg: 44.23 / Max: 44.49Min: 41.58 / Avg: 41.91 / Max: 42.2Min: 67.11 / Avg: 67.13 / Max: 67.16Min: 50.51 / Avg: 50.63 / Max: 50.72Min: 46.53 / Avg: 46.63 / Max: 46.7Min: 40.4 / Avg: 40.56 / Max: 40.66Min: 32.2 / Avg: 32.37 / Max: 32.48Min: 29.13 / Avg: 29.29 / Max: 29.39Min: 28.09 / Avg: 28.18 / Max: 28.29

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901428425670SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 363.8564.8351.8551.5250.7438.4936.7943.8531.8228.9527.8021.9418.8518.36
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901326395265Min: 63.75 / Avg: 63.85 / Max: 63.93Min: 64.79 / Avg: 64.83 / Max: 64.88Min: 51.82 / Avg: 51.85 / Max: 51.86Min: 51.51 / Avg: 51.52 / Max: 51.54Min: 50.71 / Avg: 50.74 / Max: 50.79Min: 38.43 / Avg: 38.49 / Max: 38.59Min: 36.74 / Avg: 36.79 / Max: 36.85Min: 43.8 / Avg: 43.85 / Max: 43.89Min: 31.81 / Avg: 31.82 / Max: 31.84Min: 28.93 / Avg: 28.95 / Max: 28.98Min: 27.79 / Avg: 27.8 / Max: 27.82Min: 21.94 / Avg: 21.94 / Max: 21.95Min: 18.8 / Avg: 18.85 / Max: 18.89Min: 18.3 / Avg: 18.36 / Max: 18.42

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090714212835SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 2.65, N = 15SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 4SE +/- 2.65, N = 15SE +/- 0.01, N = 4SE +/- 0.01, N = 5SE +/- 0.01, N = 530.1530.3925.9029.0825.6819.2418.7223.5617.4215.7317.0911.289.719.48
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090714212835Min: 30.13 / Avg: 30.15 / Max: 30.16Min: 30.33 / Avg: 30.39 / Max: 30.44Min: 25.88 / Avg: 25.9 / Max: 25.91Min: 26.39 / Avg: 29.08 / Max: 66.14Min: 25.65 / Avg: 25.68 / Max: 25.71Min: 19.21 / Avg: 19.24 / Max: 19.26Min: 18.69 / Avg: 18.72 / Max: 18.74Min: 23.53 / Avg: 23.56 / Max: 23.6Min: 17.39 / Avg: 17.42 / Max: 17.45Min: 15.72 / Avg: 15.73 / Max: 15.75Min: 14.38 / Avg: 17.09 / Max: 54.22Min: 11.25 / Avg: 11.28 / Max: 11.31Min: 9.68 / Avg: 9.71 / Max: 9.73Min: 9.44 / Avg: 9.48 / Max: 9.51

clpeak

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

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090140280420560700SE +/- 0.74, N = 3SE +/- 0.74, N = 3SE +/- 0.80, N = 3SE +/- 0.84, N = 3SE +/- 0.96, N = 3SE +/- 1.40, N = 3SE +/- 1.27, N = 3SE +/- 0.01, N = 3SE +/- 0.38, N = 3SE +/- 0.02, N = 3SE +/- 0.84, N = 3SE +/- 1.37, N = 3SE +/- 1.38, N = 3SE +/- 0.05, N = 3263.13267.89305.27345.81378.25522.31548.48214.35303.92362.30368.71545.96623.33652.341. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090110220330440550Min: 262.35 / Avg: 263.13 / Max: 264.62Min: 267.15 / Avg: 267.89 / Max: 269.36Min: 304.47 / Avg: 305.27 / Max: 306.86Min: 344.17 / Avg: 345.81 / Max: 346.95Min: 376.33 / Avg: 378.25 / Max: 379.21Min: 520.9 / Avg: 522.31 / Max: 525.1Min: 547.2 / Avg: 548.48 / Max: 551.02Min: 214.34 / Avg: 214.35 / Max: 214.36Min: 303.53 / Avg: 303.92 / Max: 304.69Min: 362.26 / Avg: 362.3 / Max: 362.32Min: 367.36 / Avg: 368.71 / Max: 370.25Min: 544.54 / Avg: 545.96 / Max: 548.69Min: 621.94 / Avg: 623.33 / Max: 626.08Min: 652.25 / Avg: 652.34 / Max: 652.411. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300SE +/- 0.28, N = 3SE +/- 0.39, N = 3SE +/- 0.17, N = 3SE +/- 0.58, N = 3SE +/- 0.32, N = 3SE +/- 0.55, N = 3SE +/- 0.48, N = 3SE +/- 0.06, N = 3SE +/- 0.33, N = 3SE +/- 0.31, N = 3SE +/- 0.28, N = 3SE +/- 0.38, N = 3SE +/- 0.52, N = 3SE +/- 0.33, N = 3101.87104.17120.83129.95145.29187.25197.0997.37133.75154.05160.06223.94248.34257.64
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309050100150200250Min: 101.4 / Avg: 101.87 / Max: 102.37Min: 103.53 / Avg: 104.17 / Max: 104.87Min: 120.52 / Avg: 120.83 / Max: 121.09Min: 129.09 / Avg: 129.95 / Max: 131.05Min: 144.77 / Avg: 145.29 / Max: 145.88Min: 186.41 / Avg: 187.25 / Max: 188.29Min: 196.26 / Avg: 197.09 / Max: 197.92Min: 97.31 / Avg: 97.37 / Max: 97.49Min: 133.22 / Avg: 133.75 / Max: 134.37Min: 153.57 / Avg: 154.05 / Max: 154.62Min: 159.7 / Avg: 160.06 / Max: 160.6Min: 223.38 / Avg: 223.94 / Max: 224.66Min: 247.51 / Avg: 248.34 / Max: 249.31Min: 257.15 / Avg: 257.64 / Max: 258.27

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309070140210280350SE +/- 0.41, N = 3SE +/- 0.54, N = 3SE +/- 0.34, N = 3SE +/- 0.75, N = 3SE +/- 0.45, N = 3SE +/- 0.63, N = 3SE +/- 0.54, N = 3SE +/- 0.09, N = 3SE +/- 0.35, N = 3SE +/- 0.45, N = 3SE +/- 0.72, N = 3SE +/- 0.47, N = 4SE +/- 0.58, N = 4SE +/- 0.49, N = 4128.87131.82152.36164.37183.11235.75248.34122.25168.99194.52202.76281.36311.73323.31
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 128.26 / Avg: 128.87 / Max: 129.65Min: 130.99 / Avg: 131.82 / Max: 132.84Min: 151.96 / Avg: 152.36 / Max: 153.04Min: 163.05 / Avg: 164.37 / Max: 165.63Min: 182.38 / Avg: 183.11 / Max: 183.92Min: 234.67 / Avg: 235.75 / Max: 236.84Min: 247.51 / Avg: 248.34 / Max: 249.34Min: 122.16 / Avg: 122.25 / Max: 122.42Min: 168.37 / Avg: 168.99 / Max: 169.57Min: 193.78 / Avg: 194.52 / Max: 195.32Min: 201.54 / Avg: 202.76 / Max: 204.02Min: 280.53 / Avg: 281.36 / Max: 282.65Min: 310.55 / Avg: 311.73 / Max: 313.32Min: 322.49 / Avg: 323.31 / Max: 324.71

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.03490.06980.10470.13960.1745SE +/- 0.00029, N = 5SE +/- 0.00031, N = 5SE +/- 0.00016, N = 5SE +/- 0.00019, N = 5SE +/- 0.00058, N = 5SE +/- 0.00078, N = 5SE +/- 0.00130, N = 5SE +/- 0.00054, N = 5SE +/- 0.00020, N = 5SE +/- 0.00049, N = 5SE +/- 0.00014, N = 3SE +/- 0.00023, N = 5SE +/- 0.00031, N = 5SE +/- 0.00010, N = 50.155020.152470.143230.138010.135220.133240.133040.154710.129280.126110.124850.120990.120660.11988
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309012345Min: 0.15 / Avg: 0.16 / Max: 0.16Min: 0.15 / Avg: 0.15 / Max: 0.15Min: 0.14 / Avg: 0.14 / Max: 0.14Min: 0.14 / Avg: 0.14 / Max: 0.14Min: 0.13 / Avg: 0.14 / Max: 0.14Min: 0.13 / Avg: 0.13 / Max: 0.14Min: 0.13 / Avg: 0.13 / Max: 0.14Min: 0.15 / Avg: 0.15 / Max: 0.16Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.12 / Avg: 0.13 / Max: 0.13Min: 0.12 / Avg: 0.12 / Max: 0.13Min: 0.12 / Avg: 0.12 / Max: 0.12Min: 0.12 / Avg: 0.12 / Max: 0.12Min: 0.12 / Avg: 0.12 / Max: 0.12

ArrayFire

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

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902K4K6K8K10KSE +/- 0.91, N = 4SE +/- 6.61, N = 4SE +/- 0.43, N = 4SE +/- 7.17, N = 4SE +/- 0.34, N = 4SE +/- 8.53, N = 4SE +/- 12.10, N = 4SE +/- 6.19, N = 4SE +/- 0.26, N = 4SE +/- 0.72, N = 4SE +/- 17.44, N = 4SE +/- 5.63, N = 4SE +/- 1.74, N = 4SE +/- 3.92, N = 42611.242680.123017.863346.883667.174821.384994.933490.165040.875790.345805.757417.898125.718463.761. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309015003000450060007500Min: 2609.18 / Avg: 2611.24 / Max: 2613.24Min: 2660.28 / Avg: 2680.12 / Max: 2687.12Min: 3016.58 / Avg: 3017.86 / Max: 3018.39Min: 3333.84 / Avg: 3346.88 / Max: 3359.54Min: 3666.27 / Avg: 3667.17 / Max: 3667.92Min: 4803.32 / Avg: 4821.38 / Max: 4844.29Min: 4975.61 / Avg: 4994.93 / Max: 5030.02Min: 3476.31 / Avg: 3490.16 / Max: 3506.44Min: 5040.39 / Avg: 5040.87 / Max: 5041.61Min: 5788.77 / Avg: 5790.34 / Max: 5792.27Min: 5766.37 / Avg: 5805.75 / Max: 5835.9Min: 7404.86 / Avg: 7417.89 / Max: 7427.76Min: 8121.57 / Avg: 8125.71 / Max: 8129.23Min: 8457.58 / Avg: 8463.76 / Max: 8474.391. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905001000150020002500SE +/- 2.79, N = 4SE +/- 3.17, N = 3SE +/- 0.65, N = 3SE +/- 1.56, N = 3SE +/- 2.81, N = 3SE +/- 1.11, N = 3SE +/- 3.30, N = 3SE +/- 3.60, N = 4SE +/- 2.95, N = 4SE +/- 1.91, N = 4SE +/- 1.31, N = 4SE +/- 0.73, N = 3SE +/- 6.37, N = 3SE +/- 4.61, N = 31110.731081.441144.901119.861168.271180.651168.301255.282120.832131.072072.972210.172167.412219.901. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Texture Read BandwidthRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090400800120016002000Min: 1104.72 / Avg: 1110.73 / Max: 1117.18Min: 1075.1 / Avg: 1081.44 / Max: 1084.73Min: 1143.73 / Avg: 1144.9 / Max: 1145.98Min: 1116.75 / Avg: 1119.86 / Max: 1121.52Min: 1162.93 / Avg: 1168.27 / Max: 1172.47Min: 1178.92 / Avg: 1180.65 / Max: 1182.71Min: 1163.36 / Avg: 1168.3 / Max: 1174.55Min: 1244.92 / Avg: 1255.28 / Max: 1261.61Min: 2112.27 / Avg: 2120.83 / Max: 2125.79Min: 2126.74 / Avg: 2131.07 / Max: 2134.27Min: 2069.56 / Avg: 2072.97 / Max: 2075.02Min: 2209.44 / Avg: 2210.17 / Max: 2211.64Min: 2159.34 / Avg: 2167.41 / Max: 2179.99Min: 2213.78 / Avg: 2219.9 / Max: 2228.931. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 2080RTX 2080 SUPERTITAN RTXRTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.67, N = 3SE +/- 1.67, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 1.33, N = 32472522854702052923413233534963454995596001. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NNRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 2080RTX 2080 SUPERTITAN RTXRTX 3070 TiRTX 3080RTX 3080 TiRTX 3090110220330440550Min: 251 / Avg: 251.67 / Max: 253Min: 282 / Avg: 285.33 / Max: 287Min: 469 / Avg: 470 / Max: 472Min: 291 / Avg: 291.67 / Max: 293Min: 322 / Avg: 323 / Max: 325Min: 352 / Avg: 352.67 / Max: 354Min: 494 / Avg: 496.33 / Max: 498Min: 344 / Avg: 345.33 / Max: 346Min: 497 / Avg: 499.33 / Max: 501Min: 556 / Avg: 558.67 / Max: 5601. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dAXPYRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090160320480640800SE +/- 0.33, N = 33834003883883884275185423273975286297057231. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dAXPYRTX 2070 SUPERRTX 3060 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650Min: 382 / Avg: 382.67 / Max: 3831. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sDOTRTX 2070RTX 2070 SUPERRTX 3060 TiRTX 3070RTX 2060 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3080RTX 3080 Ti80160240320400SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 32572673273272552512513193162893673631. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sDOTRTX 2070RTX 2070 SUPERRTX 3060 TiRTX 3070RTX 2060 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3080RTX 3080 Ti70140210280350Min: 257 / Avg: 257.33 / Max: 258Min: 326 / Avg: 327.33 / Max: 328Min: 326 / Avg: 326.67 / Max: 327Min: 315 / Avg: 316.33 / Max: 317Min: 367 / Avg: 367.33 / Max: 368Min: 363 / Avg: 363.33 / Max: 3641. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPYRTX 2060 SUPERRTX 3070RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 33693713673633704054774953153714785555926071. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPYRTX 2060 SUPERRTX 3070RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070 TiRTX 3080RTX 3080 TiRTX 3090110220330440550Min: 368 / Avg: 368.67 / Max: 369Min: 370 / Avg: 370.67 / Max: 371Min: 404 / Avg: 404.67 / Max: 405Min: 591 / Avg: 592 / Max: 5931. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sAXPYRTX 2070 SUPERRTX 2080 TiRTX 3080 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3090110220330440550SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33224054903273223233304033063593584354804981. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sAXPYRTX 2070 SUPERRTX 2080 TiRTX 3080 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 309090180270360450Min: 327 / Avg: 327.33 / Max: 328Min: 402 / Avg: 403 / Max: 404Min: 435 / Avg: 435.33 / Max: 436Min: 480 / Avg: 480.33 / Max: 481Min: 498 / Avg: 498.33 / Max: 4991. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NTRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080 TiRTX 3080 TiRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3090130260390520650SE +/- 2.00, N = 2SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 1.00, N = 3SE +/- 1.67, N = 3SE +/- 1.67, N = 3SE +/- 1.33, N = 3SE +/- 1.33, N = 32432512844675603203494932933393475016021. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NTRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080 TiRTX 3080 TiRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3090110220330440550Min: 241 / Avg: 243 / Max: 245Min: 250 / Avg: 250.67 / Max: 252Min: 281 / Avg: 284 / Max: 286Min: 466 / Avg: 467 / Max: 469Min: 557 / Avg: 560.33 / Max: 562Min: 347 / Avg: 348.67 / Max: 352Min: 490 / Avg: 492.67 / Max: 494Min: 498 / Avg: 500.67 / Max: 5021. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-NRTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3070RTX 3080 TiRTX 2070RTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080100200300400500SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33743722222222313693713894604622242411. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-NRTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3070RTX 3080 TiRTX 2070RTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 308080160240320400Min: 369 / Avg: 369.33 / Max: 370Min: 371 / Avg: 371.33 / Max: 372Min: 389 / Avg: 389.33 / Max: 390Min: 460 / Avg: 460.33 / Max: 461Min: 224 / Avg: 224.33 / Max: 2251. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sCOPYRTX 2060 SUPERRTX 2070RTX 2080 TiRTX 3060 TiRTX 3070RTX 3080 TiRTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3070 TiRTX 3080RTX 309080160240320400SE +/- 1.20, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 1.45, N = 32772683062882803562782782883052753313563651. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sCOPYRTX 2060 SUPERRTX 2070RTX 2080 TiRTX 3060 TiRTX 3070RTX 3080 TiRTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3070 TiRTX 3080RTX 309070140210280350Min: 275 / Avg: 276.67 / Max: 279Min: 304 / Avg: 306.33 / Max: 308Min: 277 / Avg: 277.67 / Max: 278Min: 277 / Avg: 278.33 / Max: 279Min: 286 / Avg: 287.67 / Max: 289Min: 302 / Avg: 304.67 / Max: 3071. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOTRTX 2070 SUPERRTX 2080 TiRTX 3070RTX 3080 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070 TiRTX 3080RTX 3090140280420560700SE +/- 0.67, N = 3SE +/- 0.33, N = 33985193996454014004044415313293985216016571. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOTRTX 2070 SUPERRTX 2080 TiRTX 3070RTX 3080 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070 TiRTX 3080RTX 3090120240360480600Min: 397 / Avg: 398.33 / Max: 399Min: 440 / Avg: 440.67 / Max: 4411. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TNRTX 3060 TiRTX 2060 SUPERRTX 2070RTX 2080 TiRTX 3070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 3.00, N = 2SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 1.33, N = 3SE +/- 1.33, N = 32902472494763402833263544862043434985575981. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TNRTX 3060 TiRTX 2060 SUPERRTX 2070RTX 2080 TiRTX 3070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090110220330440550Min: 248 / Avg: 248.67 / Max: 250Min: 475 / Avg: 476.33 / Max: 479Min: 280 / Avg: 283 / Max: 286Min: 325 / Avg: 325.67 / Max: 327Min: 353 / Avg: 353.67 / Max: 355Min: 484 / Avg: 486.33 / Max: 488Min: 495 / Avg: 497.67 / Max: 499Min: 554 / Avg: 556.67 / Max: 5581. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-TRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080 TiRTX 3060 TiRTX 3070RTX 3080 TiRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 308080160240320400SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33263203263763343343683343563723033771. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-TRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080 TiRTX 3060 TiRTX 3070RTX 3080 TiRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 308070140210280350Min: 320 / Avg: 320.33 / Max: 321Min: 375 / Avg: 376 / Max: 377Min: 333 / Avg: 334 / Max: 336Min: 334 / Avg: 334.33 / Max: 335Min: 356 / Avg: 356.33 / Max: 357Min: 372 / Avg: 372.33 / Max: 3731. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TTRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080RTX 3080 Ti120240360480600SE +/- 2.00, N = 23243504684955015601. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TTRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080RTX 3080 Ti100200300400500Min: 493 / Avg: 495 / Max: 4971. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090612182430SE +/- 0.032, N = 5SE +/- 0.033, N = 5SE +/- 0.018, N = 5SE +/- 0.023, N = 5SE +/- 0.012, N = 5SE +/- 0.020, N = 5SE +/- 0.032, N = 5SE +/- 0.001, N = 5SE +/- 0.006, N = 5SE +/- 0.004, N = 5SE +/- 0.003, N = 5SE +/- 0.006, N = 5SE +/- 0.007, N = 5SE +/- 0.010, N = 522.32722.29719.88119.05317.51614.78113.56023.13517.67317.54913.55711.2689.5619.3021. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090510152025Min: 22.25 / Avg: 22.33 / Max: 22.4Min: 22.2 / Avg: 22.3 / Max: 22.4Min: 19.83 / Avg: 19.88 / Max: 19.93Min: 18.98 / Avg: 19.05 / Max: 19.1Min: 17.49 / Avg: 17.52 / Max: 17.54Min: 14.72 / Avg: 14.78 / Max: 14.83Min: 13.5 / Avg: 13.56 / Max: 13.66Min: 23.13 / Avg: 23.14 / Max: 23.14Min: 17.65 / Avg: 17.67 / Max: 17.69Min: 17.54 / Avg: 17.55 / Max: 17.56Min: 13.55 / Avg: 13.56 / Max: 13.56Min: 11.25 / Avg: 11.27 / Max: 11.28Min: 9.54 / Avg: 9.56 / Max: 9.58Min: 9.27 / Avg: 9.3 / Max: 9.331. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090816243240SE +/- 0.01, N = 4SE +/- 0.01, N = 4SE +/- 0.03, N = 4SE +/- 0.00, N = 4SE +/- 0.01, N = 4SE +/- 0.02, N = 4SE +/- 0.01, N = 5SE +/- 0.00, N = 4SE +/- 0.05, N = 5SE +/- 0.05, N = 6SE +/- 0.06, N = 6SE +/- 0.08, N = 6SE +/- 0.24, N = 6SE +/- 0.00, N = 614.1313.2613.1012.1612.1515.2816.8315.3620.9923.4523.7728.2033.2534.27MIN: 13.33 / MAX: 14.65MIN: 12.41 / MAX: 14.02MIN: 12.42 / MAX: 13.77MIN: 11.24 / MAX: 12.82MIN: 11.25 / MAX: 12.81MIN: 13.65 / MAX: 16.66MIN: 15.76 / MAX: 18.22MIN: 13.94 / MAX: 16.32MIN: 19.21 / MAX: 22.15MIN: 20.97 / MAX: 24.32MIN: 21.81 / MAX: 25.33MIN: 26.09 / MAX: 31.07MIN: 30.01 / MAX: 35.85MIN: 30.52 / MAX: 36.32
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090714212835Min: 14.1 / Avg: 14.13 / Max: 14.15Min: 13.24 / Avg: 13.26 / Max: 13.27Min: 13 / Avg: 13.1 / Max: 13.14Min: 12.15 / Avg: 12.16 / Max: 12.17Min: 12.13 / Avg: 12.15 / Max: 12.16Min: 15.26 / Avg: 15.28 / Max: 15.34Min: 16.81 / Avg: 16.83 / Max: 16.84Min: 15.35 / Avg: 15.36 / Max: 15.37Min: 20.85 / Avg: 20.99 / Max: 21.09Min: 23.23 / Avg: 23.45 / Max: 23.54Min: 23.66 / Avg: 23.77 / Max: 24.05Min: 28.01 / Avg: 28.2 / Max: 28.51Min: 32.45 / Avg: 33.25 / Max: 33.95Min: 34.26 / Avg: 34.27 / Max: 34.28

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.012, N = 4SE +/- 0.017, N = 5SE +/- 0.004, N = 5SE +/- 0.020, N = 5SE +/- 0.014, N = 5SE +/- 0.008, N = 6SE +/- 0.014, N = 6SE +/- 0.009, N = 5SE +/- 0.004, N = 6SE +/- 0.009, N = 6SE +/- 0.008, N = 6SE +/- 0.012, N = 7SE +/- 0.004, N = 7SE +/- 0.005, N = 711.64211.49310.1659.4938.8807.6297.33710.3628.3177.8157.0446.0365.6355.517
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215Min: 11.61 / Avg: 11.64 / Max: 11.66Min: 11.44 / Avg: 11.49 / Max: 11.55Min: 10.15 / Avg: 10.17 / Max: 10.18Min: 9.43 / Avg: 9.49 / Max: 9.54Min: 8.85 / Avg: 8.88 / Max: 8.92Min: 7.61 / Avg: 7.63 / Max: 7.66Min: 7.3 / Avg: 7.34 / Max: 7.38Min: 10.34 / Avg: 10.36 / Max: 10.39Min: 8.31 / Avg: 8.32 / Max: 8.33Min: 7.78 / Avg: 7.81 / Max: 7.84Min: 7.02 / Avg: 7.04 / Max: 7.08Min: 6 / Avg: 6.04 / Max: 6.08Min: 5.62 / Avg: 5.64 / Max: 5.65Min: 5.5 / Avg: 5.52 / Max: 5.54

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902004006008001000SE +/- 0.43, N = 5SE +/- 0.55, N = 5SE +/- 0.41, N = 5SE +/- 0.92, N = 5SE +/- 0.45, N = 5SE +/- 0.24, N = 6SE +/- 0.45, N = 6SE +/- 0.20, N = 5SE +/- 0.18, N = 5SE +/- 0.46, N = 6SE +/- 0.66, N = 5SE +/- 0.79, N = 6SE +/- 0.74, N = 6SE +/- 1.07, N = 6378.75380.72418.68442.29472.09638.39652.41340.13456.40495.68513.37730.16789.35816.85
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090140280420560700Min: 377.87 / Avg: 378.75 / Max: 380.32Min: 378.84 / Avg: 380.72 / Max: 382.14Min: 417.65 / Avg: 418.68 / Max: 419.66Min: 439.66 / Avg: 442.29 / Max: 444.96Min: 470.38 / Avg: 472.09 / Max: 472.92Min: 637.65 / Avg: 638.39 / Max: 639.11Min: 650.59 / Avg: 652.41 / Max: 653.9Min: 339.49 / Avg: 340.13 / Max: 340.67Min: 455.94 / Avg: 456.4 / Max: 456.91Min: 494.32 / Avg: 495.68 / Max: 497.22Min: 511.7 / Avg: 513.37 / Max: 515.17Min: 728.68 / Avg: 730.16 / Max: 733.54Min: 786.96 / Avg: 789.35 / Max: 791.84Min: 813.34 / Avg: 816.85 / Max: 819.76

Hashcat

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

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090700M1400M2100M2800M3500MSE +/- 880321.52, N = 7SE +/- 1259413.53, N = 7SE +/- 430076.72, N = 7SE +/- 2564067.95, N = 6SE +/- 1633078.21, N = 6SE +/- 2857349.20, N = 6SE +/- 3167166.63, N = 6SE +/- 1910248.05, N = 7SE +/- 2343684.52, N = 7SE +/- 2159742.99, N = 7SE +/- 2485372.17, N = 7SE +/- 3881545.38, N = 7SE +/- 2909578.36, N = 7SE +/- 2166012.72, N = 612914857141314657143153571428616967333331893616667246056666725830833331119700000158990000018866857141916942857273858571430701571433242516667
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090600M1200M1800M2400M3000MMin: 1288700000 / Avg: 1291485714.29 / Max: 1295200000Min: 1312100000 / Avg: 1314657142.86 / Max: 1321100000Min: 1534400000 / Avg: 1535714285.71 / Max: 1537400000Min: 1688700000 / Avg: 1696733333.33 / Max: 1706900000Min: 1887900000 / Avg: 1893616666.67 / Max: 1899500000Min: 2448200000 / Avg: 2460566666.67 / Max: 2467600000Min: 2573700000 / Avg: 2583083333.33 / Max: 2595700000Min: 1114500000 / Avg: 1119700000 / Max: 1130200000Min: 1584400000 / Avg: 1589900000 / Max: 1602000000Min: 1881300000 / Avg: 1886685714.29 / Max: 1898000000Min: 1910300000 / Avg: 1916942857.14 / Max: 1924500000Min: 2723300000 / Avg: 2738585714.29 / Max: 2751900000Min: 3062100000 / Avg: 3070157142.86 / Max: 3083600000Min: 3234500000 / Avg: 3242516666.67 / Max: 3248300000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905000M10000M15000M20000M25000MSE +/- 9752578.59, N = 7SE +/- 13731990.06, N = 7SE +/- 5146308.37, N = 7SE +/- 25963370.33, N = 7SE +/- 15457664.37, N = 7SE +/- 22447650.36, N = 7SE +/- 22120437.19, N = 7SE +/- 7946598.98, N = 7SE +/- 5748658.52, N = 7SE +/- 23586201.72, N = 7SE +/- 6164287.09, N = 7SE +/- 23290062.40, N = 7SE +/- 27258234.73, N = 7SE +/- 26924236.29, N = 69398457143957124285711049914286123001428571359677142917815328571186879428577762328571110687428571314517142913375128571192576285712166024285722828250000
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904000M8000M12000M16000M20000MMin: 9361500000 / Avg: 9398457142.86 / Max: 9429700000Min: 9506300000 / Avg: 9571242857.14 / Max: 9605100000Min: 11026500000 / Avg: 11049914285.71 / Max: 11065100000Min: 12213900000 / Avg: 12300142857.14 / Max: 12406900000Min: 13554400000 / Avg: 13596771428.57 / Max: 13655400000Min: 17751600000 / Avg: 17815328571.43 / Max: 17906700000Min: 18593400000 / Avg: 18687942857.14 / Max: 18776400000Min: 7734600000 / Avg: 7762328571.43 / Max: 7797300000Min: 11056100000 / Avg: 11068742857.14 / Max: 11092100000Min: 13011100000 / Avg: 13145171428.57 / Max: 13199400000Min: 13356200000 / Avg: 13375128571.43 / Max: 13400100000Min: 19183400000 / Avg: 19257628571.43 / Max: 19346000000Min: 21553900000 / Avg: 21660242857.14 / Max: 21742500000Min: 22746100000 / Avg: 22828250000 / Max: 22890500000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309015000M30000M45000M60000M75000MSE +/- 49115005.26, N = 7SE +/- 62259505.74, N = 7SE +/- 40022380.64, N = 7SE +/- 104693541.11, N = 7SE +/- 48387138.48, N = 7SE +/- 73945478.17, N = 7SE +/- 90062008.87, N = 7SE +/- 33928239.60, N = 7SE +/- 50524660.91, N = 7SE +/- 64426488.19, N = 7SE +/- 82415641.88, N = 7SE +/- 119086542.02, N = 7SE +/- 114085221.76, N = 7SE +/- 104099604.32, N = 72864314285729405171429339559000003799864285741746057143540743571435668448571424005014286341584428574028150000041477457143589624142866584648571469978700000
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309012000M24000M36000M48000M60000MMin: 28498600000 / Avg: 28643142857.14 / Max: 28849800000Min: 29227600000 / Avg: 29405171428.57 / Max: 29655800000Min: 33824400000 / Avg: 33955900000 / Max: 34133700000Min: 37637800000 / Avg: 37998642857.14 / Max: 38333800000Min: 41573900000 / Avg: 41746057142.86 / Max: 41955000000Min: 53822700000 / Avg: 54074357142.86 / Max: 54319800000Min: 56366100000 / Avg: 56684485714.29 / Max: 56926500000Min: 23888500000 / Avg: 24005014285.71 / Max: 24120100000Min: 33993700000 / Avg: 34158442857.14 / Max: 34347600000Min: 40093400000 / Avg: 40281500000 / Max: 40554500000Min: 41149400000 / Avg: 41477457142.86 / Max: 41765500000Min: 58533800000 / Avg: 58962414285.71 / Max: 59438800000Min: 65389100000 / Avg: 65846485714.29 / Max: 66300900000Min: 69647800000 / Avg: 69978700000 / Max: 70386400000

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 2060 SUPERRTX 2080RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090246810SE +/- 0.018, N = 5SE +/- 0.012, N = 6SE +/- 0.011, N = 7SE +/- 0.008, N = 8SE +/- 0.009, N = 8SE +/- 0.012, N = 88.4896.8735.7364.3874.0823.9391. (CXX) g++ options: -O3 -O2 -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestRTX 2060 SUPERRTX 2080RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215Min: 8.43 / Avg: 8.49 / Max: 8.54Min: 6.83 / Avg: 6.87 / Max: 6.9Min: 5.7 / Avg: 5.74 / Max: 5.77Min: 4.37 / Avg: 4.39 / Max: 4.43Min: 4.03 / Avg: 4.08 / Max: 4.12Min: 3.9 / Avg: 3.94 / Max: 3.971. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090200K400K600K800K1000KSE +/- 208.74, N = 8SE +/- 350.48, N = 8SE +/- 432.37, N = 8SE +/- 841.20, N = 6SE +/- 4311.72, N = 6SE +/- 2086.05, N = 8SE +/- 340.04, N = 8SE +/- 121.65, N = 8SE +/- 78.96, N = 9SE +/- 863.64, N = 8SE +/- 463.85, N = 8SE +/- 816.73, N = 8SE +/- 528.10, N = 9SE +/- 405.57, N = 7349900355538412388452883506217644813678875299913427989503188512713719975807600847886
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090150K300K450K600K750KMin: 349200 / Avg: 349900 / Max: 351100Min: 354600 / Avg: 355537.5 / Max: 357200Min: 410300 / Avg: 412387.5 / Max: 414000Min: 450700 / Avg: 452883.33 / Max: 456300Min: 500700 / Avg: 506216.67 / Max: 527700Min: 630600 / Avg: 644812.5 / Max: 649900Min: 677400 / Avg: 678875 / Max: 679900Min: 299600 / Avg: 299912.5 / Max: 300700Min: 427800 / Avg: 427988.89 / Max: 428600Min: 499100 / Avg: 503187.5 / Max: 505600Min: 511800 / Avg: 512712.5 / Max: 515200Min: 715600 / Avg: 719975 / Max: 723400Min: 804900 / Avg: 807600 / Max: 809600Min: 847000 / Avg: 847885.71 / Max: 850100

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902004006008001000SE +/- 0.10, N = 8SE +/- 0.10, N = 8SE +/- 0.06, N = 8SE +/- 0.08, N = 8SE +/- 0.11, N = 8SE +/- 0.15, N = 8SE +/- 0.09, N = 9SE +/- 0.11, N = 7SE +/- 0.18, N = 8SE +/- 0.19, N = 8SE +/- 0.11, N = 9SE +/- 0.18, N = 9SE +/- 0.37, N = 9SE +/- 0.18, N = 10396.8396.8392.0396.8437.5545.6567.8318.0393.1393.2539.1672.8804.8825.71. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090150300450600750Min: 396.5 / Avg: 396.83 / Max: 397.1Min: 396.5 / Avg: 396.78 / Max: 397.1Min: 391.7 / Avg: 391.95 / Max: 392.2Min: 396.6 / Avg: 396.79 / Max: 397.1Min: 437.2 / Avg: 437.54 / Max: 437.9Min: 544.8 / Avg: 545.59 / Max: 546Min: 567.4 / Avg: 567.81 / Max: 568.4Min: 317.6 / Avg: 318.03 / Max: 318.4Min: 392.5 / Avg: 393.1 / Max: 393.6Min: 392.6 / Avg: 393.2 / Max: 393.7Min: 538.4 / Avg: 539.08 / Max: 539.7Min: 672.4 / Avg: 672.83 / Max: 674.1Min: 803 / Avg: 804.8 / Max: 807.2Min: 824.7 / Avg: 825.73 / Max: 826.51. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090160320480640800SE +/- 0.37, N = 8SE +/- 0.35, N = 8SE +/- 0.15, N = 8SE +/- 0.55, N = 8SE +/- 0.31, N = 8SE +/- 0.38, N = 8SE +/- 0.75, N = 9SE +/- 0.12, N = 7SE +/- 0.07, N = 8SE +/- 0.10, N = 8SE +/- 0.26, N = 9SE +/- 0.35, N = 9SE +/- 0.48, N = 9SE +/- 0.18, N = 10333.0324.0314.9330.7347.0447.0494.7302.2383.8380.4516.1646.2733.2745.51. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650Min: 331.8 / Avg: 333.04 / Max: 334.7Min: 322.2 / Avg: 324 / Max: 325.2Min: 314.1 / Avg: 314.89 / Max: 315.4Min: 328.5 / Avg: 330.69 / Max: 332.9Min: 345.8 / Avg: 347.01 / Max: 348.3Min: 445 / Avg: 446.99 / Max: 448.4Min: 491.4 / Avg: 494.74 / Max: 498.2Min: 301.9 / Avg: 302.24 / Max: 302.6Min: 383.6 / Avg: 383.8 / Max: 384.2Min: 379.9 / Avg: 380.43 / Max: 380.7Min: 515.4 / Avg: 516.09 / Max: 517.9Min: 644.6 / Avg: 646.23 / Max: 648Min: 730.5 / Avg: 733.17 / Max: 734.6Min: 744.5 / Avg: 745.45 / Max: 746.51. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309080160240320400SE +/- 0.08, N = 8SE +/- 0.07, N = 8SE +/- 0.04, N = 8SE +/- 0.08, N = 8SE +/- 0.09, N = 8SE +/- 0.09, N = 8SE +/- 0.08, N = 9SE +/- 0.11, N = 7SE +/- 0.17, N = 8SE +/- 0.14, N = 8SE +/- 0.13, N = 9SE +/- 0.20, N = 9SE +/- 0.11, N = 9SE +/- 0.07, N = 10288.2284.6289.0290.2301.7322.8319.3270.0293.2294.9337.6354.7355.0363.01. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 287.9 / Avg: 288.19 / Max: 288.5Min: 284.3 / Avg: 284.56 / Max: 284.8Min: 288.8 / Avg: 288.98 / Max: 289.2Min: 289.8 / Avg: 290.18 / Max: 290.5Min: 301.3 / Avg: 301.7 / Max: 302Min: 322.4 / Avg: 322.75 / Max: 323Min: 319.1 / Avg: 319.32 / Max: 319.6Min: 269.7 / Avg: 270.01 / Max: 270.4Min: 292.5 / Avg: 293.19 / Max: 293.9Min: 294.1 / Avg: 294.94 / Max: 295.3Min: 337 / Avg: 337.6 / Max: 338.4Min: 354.1 / Avg: 354.67 / Max: 356Min: 354.6 / Avg: 354.98 / Max: 355.5Min: 362.6 / Avg: 362.96 / Max: 363.51. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901.19752.3953.59254.795.9875SE +/- 0.007, N = 7SE +/- 0.008, N = 7SE +/- 0.004, N = 7SE +/- 0.005, N = 8SE +/- 0.006, N = 8SE +/- 0.006, N = 8SE +/- 0.008, N = 8SE +/- 0.003, N = 7SE +/- 0.003, N = 8SE +/- 0.003, N = 8SE +/- 0.006, N = 9SE +/- 0.004, N = 9SE +/- 0.001, N = 9SE +/- 0.003, N = 95.3225.3054.8534.6484.3953.8723.8554.8504.1804.0353.7303.3663.2833.235
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090246810Min: 5.3 / Avg: 5.32 / Max: 5.35Min: 5.29 / Avg: 5.3 / Max: 5.33Min: 4.84 / Avg: 4.85 / Max: 4.87Min: 4.63 / Avg: 4.65 / Max: 4.67Min: 4.37 / Avg: 4.39 / Max: 4.42Min: 3.84 / Avg: 3.87 / Max: 3.89Min: 3.81 / Avg: 3.85 / Max: 3.88Min: 4.84 / Avg: 4.85 / Max: 4.86Min: 4.16 / Avg: 4.18 / Max: 4.19Min: 4.03 / Avg: 4.03 / Max: 4.05Min: 3.71 / Avg: 3.73 / Max: 3.77Min: 3.36 / Avg: 3.37 / Max: 3.39Min: 3.28 / Avg: 3.28 / Max: 3.29Min: 3.22 / Avg: 3.24 / Max: 3.25

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 2060 SUPERRTX 2080RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090246810SE +/- 0.009, N = 7SE +/- 0.011, N = 7SE +/- 0.014, N = 8SE +/- 0.006, N = 9SE +/- 0.012, N = 9SE +/- 0.006, N = 96.1395.0174.2493.3173.0843.0121. (CXX) g++ options: -O3 -O2 -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestRTX 2060 SUPERRTX 2080RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090246810Min: 6.1 / Avg: 6.14 / Max: 6.17Min: 4.97 / Avg: 5.02 / Max: 5.05Min: 4.2 / Avg: 4.25 / Max: 4.3Min: 3.3 / Avg: 3.32 / Max: 3.34Min: 3.05 / Avg: 3.08 / Max: 3.17Min: 3 / Avg: 3.01 / Max: 3.051. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902K4K6K8K10KSE +/- 7.64, N = 9SE +/- 9.39, N = 9SE +/- 0.86, N = 9SE +/- 1.20, N = 9SE +/- 1.82, N = 10SE +/- 27.28, N = 10SE +/- 26.53, N = 10SE +/- 5.34, N = 9SE +/- 2.76, N = 10SE +/- 20.27, N = 10SE +/- 5.86, N = 10SE +/- 18.49, N = 11SE +/- 30.90, N = 12SE +/- 31.35, N = 123023.533112.873269.423350.003719.304835.135057.652770.783432.763795.354710.766305.828100.688327.841. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: GEMM SGEMM_NRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309014002800420056007000Min: 3001.85 / Avg: 3023.53 / Max: 3071.3Min: 3067.67 / Avg: 3112.87 / Max: 3166.78Min: 3266.43 / Avg: 3269.42 / Max: 3273.77Min: 3344.82 / Avg: 3350 / Max: 3356.58Min: 3711.7 / Avg: 3719.3 / Max: 3730.55Min: 4774.92 / Avg: 4835.13 / Max: 5063.12Min: 5006.59 / Avg: 5057.65 / Max: 5292.14Min: 2746.29 / Avg: 2770.78 / Max: 2799.76Min: 3423.7 / Avg: 3432.76 / Max: 3448.09Min: 3736.4 / Avg: 3795.35 / Max: 3940.05Min: 4688.19 / Avg: 4710.76 / Max: 4750Min: 6191.3 / Avg: 6305.82 / Max: 6382.2Min: 7930.91 / Avg: 8100.68 / Max: 8282.66Min: 8184.54 / Avg: 8327.84 / Max: 8504.551. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.56121.12241.68362.24482.806SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 9SE +/- 0.001, N = 10SE +/- 0.004, N = 11SE +/- 0.005, N = 11SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.000, N = 102.0762.0912.0892.0741.8971.6771.6402.4942.0832.0871.6681.5551.5131.4751. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090246810Min: 2.07 / Avg: 2.08 / Max: 2.09Min: 2.08 / Avg: 2.09 / Max: 2.1Min: 2.08 / Avg: 2.09 / Max: 2.09Min: 2.07 / Avg: 2.07 / Max: 2.08Min: 1.89 / Avg: 1.9 / Max: 1.9Min: 1.66 / Avg: 1.68 / Max: 1.69Min: 1.62 / Avg: 1.64 / Max: 1.66Min: 2.49 / Avg: 2.49 / Max: 2.5Min: 2.08 / Avg: 2.08 / Max: 2.09Min: 2.08 / Avg: 2.09 / Max: 2.09Min: 1.66 / Avg: 1.67 / Max: 1.67Min: 1.55 / Avg: 1.56 / Max: 1.56Min: 1.51 / Avg: 1.51 / Max: 1.52Min: 1.47 / Avg: 1.48 / Max: 1.481. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090200K400K600K800K1000KSE +/- 469.64, N = 11SE +/- 338.47, N = 11SE +/- 1961.31, N = 15SE +/- 447.26, N = 10SE +/- 498.27, N = 10SE +/- 337.46, N = 10SE +/- 555.18, N = 10SE +/- 258.83, N = 11SE +/- 305.81, N = 11SE +/- 535.21, N = 11SE +/- 340.13, N = 11SE +/- 415.55, N = 10SE +/- 815.38, N = 10SE +/- 879.27, N = 1049322750067358056764276071265089241094440042760958714568759172006499197010971201153000
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090200K400K600K800K1000KMin: 490900 / Avg: 493227.27 / Max: 495200Min: 498200 / Avg: 500672.73 / Max: 502000Min: 553300 / Avg: 580566.67 / Max: 583300Min: 639800 / Avg: 642760 / Max: 644000Min: 710300 / Avg: 712650 / Max: 716000Min: 890800 / Avg: 892410 / Max: 894000Min: 942700 / Avg: 944400 / Max: 947400Min: 426600 / Avg: 427609.09 / Max: 429400Min: 585800 / Avg: 587145.45 / Max: 589000Min: 684500 / Avg: 687590.91 / Max: 691400Min: 717400 / Avg: 720063.64 / Max: 721500Min: 988800 / Avg: 991970 / Max: 993300Min: 1094900 / Avg: 1097120 / Max: 1101200Min: 1150200 / Avg: 1153000 / Max: 1157300

clpeak

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

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 85.91, N = 15SE +/- 84.44, N = 15SE +/- 83.15, N = 15SE +/- 73.78, N = 15SE +/- 83.89, N = 15SE +/- 52.71, N = 12SE +/- 163.86, N = 15SE +/- 3.88, N = 15SE +/- 76.78, N = 15SE +/- 62.48, N = 13SE +/- 52.74, N = 13SE +/- 110.02, N = 15SE +/- 114.00, N = 12SE +/- 105.32, N = 127090.647155.078446.249079.5410392.3313127.4613853.396338.908378.3910264.4710957.1015474.8917317.3118051.591. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903K6K9K12K15KMin: 6694.17 / Avg: 7090.64 / Max: 7546.09Min: 6705.43 / Avg: 7155.07 / Max: 7676.72Min: 8058.92 / Avg: 8446.24 / Max: 8949.52Min: 8863.37 / Avg: 9079.54 / Max: 9807.96Min: 10071 / Avg: 10392.33 / Max: 10873.62Min: 12947.62 / Avg: 13127.46 / Max: 13488.73Min: 12985.5 / Avg: 13853.39 / Max: 14741.98Min: 6286.89 / Avg: 6338.9 / Max: 6345.25Min: 8028.54 / Avg: 8378.39 / Max: 8813.01Min: 10051.66 / Avg: 10264.47 / Max: 10656.05Min: 10761.8 / Avg: 10957.1 / Max: 11234.91Min: 14813.32 / Avg: 15474.89 / Max: 16128.37Min: 16872.72 / Avg: 17317.31 / Max: 17981.78Min: 17687.88 / Avg: 18051.59 / Max: 18688.581. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905001000150020002500SE +/- 0.12, N = 12SE +/- 0.42, N = 12SE +/- 0.30, N = 12SE +/- 0.39, N = 12SE +/- 0.30, N = 12SE +/- 1.41, N = 12SE +/- 0.84, N = 12SE +/- 0.06, N = 12SE +/- 0.15, N = 12SE +/- 0.32, N = 12SE +/- 0.35, N = 12SE +/- 0.32, N = 13SE +/- 1.82, N = 13SE +/- 1.60, N = 13949.96954.251088.041099.391203.711483.301578.37934.171153.041135.091536.781918.512289.542346.131. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: FFT SPRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090400800120016002000Min: 949.32 / Avg: 949.96 / Max: 950.56Min: 951.29 / Avg: 954.25 / Max: 955.61Min: 1086.26 / Avg: 1088.04 / Max: 1089.42Min: 1097.24 / Avg: 1099.39 / Max: 1101.96Min: 1202.37 / Avg: 1203.71 / Max: 1205.72Min: 1477.7 / Avg: 1483.3 / Max: 1494.45Min: 1574.07 / Avg: 1578.37 / Max: 1583.9Min: 933.75 / Avg: 934.17 / Max: 934.52Min: 1152.2 / Avg: 1153.04 / Max: 1153.86Min: 1133.84 / Avg: 1135.09 / Max: 1136.87Min: 1534.8 / Avg: 1536.78 / Max: 1538.5Min: 1917.04 / Avg: 1918.51 / Max: 1920.78Min: 2278.63 / Avg: 2289.54 / Max: 2296.6Min: 2338.48 / Avg: 2346.13 / Max: 2352.591. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30908K16K24K32K40KSE +/- 77.28, N = 15SE +/- 99.77, N = 15SE +/- 77.61, N = 15SE +/- 89.35, N = 15SE +/- 83.80, N = 15SE +/- 222.21, N = 15SE +/- 183.70, N = 15SE +/- 16.58, N = 14SE +/- 7.12, N = 15SE +/- 12.54, N = 14SE +/- 2.30, N = 14SE +/- 69.64, N = 13SE +/- 21.75, N = 15SE +/- 28.06, N = 147122.607244.698456.179258.5810434.5513781.3314490.0012561.5616021.6320072.7221524.4929577.1333723.3435210.031. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30906K12K18K24K30KMin: 6670.02 / Avg: 7122.6 / Max: 7542.2Min: 6671.1 / Avg: 7244.69 / Max: 7724.88Min: 8077.17 / Avg: 8456.17 / Max: 8983.92Min: 8904.91 / Avg: 9258.58 / Max: 9807.63Min: 10092.45 / Avg: 10434.55 / Max: 11015.8Min: 12879.51 / Avg: 13781.33 / Max: 14774.57Min: 13251.68 / Avg: 14490 / Max: 15508.21Min: 12459.11 / Avg: 12561.56 / Max: 12605.84Min: 15926.83 / Avg: 16021.63 / Max: 16035.47Min: 19987.44 / Avg: 20072.72 / Max: 20109.49Min: 21508.44 / Avg: 21524.49 / Max: 21534.73Min: 29209.81 / Avg: 29577.13 / Max: 30068.47Min: 33442.85 / Avg: 33723.34 / Max: 33760.77Min: 34927.01 / Avg: 35210.03 / Max: 35447.381. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902004006008001000SE +/- 0.08, N = 13SE +/- 0.05, N = 15SE +/- 0.07, N = 13SE +/- 0.14, N = 15SE +/- 0.21, N = 13SE +/- 0.45, N = 12SE +/- 0.03, N = 13SE +/- 0.01, N = 11SE +/- 0.22, N = 13SE +/- 0.25, N = 13SE +/- 0.40, N = 13SE +/- 0.07, N = 12SE +/- 0.03, N = 13SE +/- 0.01, N = 14368.68369.26363.95369.30405.76507.08530.29315.44388.87389.26528.73662.39794.55813.571. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090140280420560700Min: 367.99 / Avg: 368.68 / Max: 368.92Min: 368.71 / Avg: 369.26 / Max: 369.4Min: 363.58 / Avg: 363.95 / Max: 364.29Min: 367.54 / Avg: 369.3 / Max: 369.67Min: 404.12 / Avg: 405.76 / Max: 406.36Min: 504.95 / Avg: 507.08 / Max: 508.63Min: 530.13 / Avg: 530.29 / Max: 530.41Min: 315.37 / Avg: 315.44 / Max: 315.48Min: 387.08 / Avg: 388.87 / Max: 389.39Min: 387.24 / Avg: 389.26 / Max: 389.71Min: 525.2 / Avg: 528.73 / Max: 529.64Min: 661.95 / Avg: 662.39 / Max: 662.73Min: 794.45 / Avg: 794.55 / Max: 794.75Min: 813.47 / Avg: 813.57 / Max: 813.641. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309090180270360450SE +/- 0.04, N = 13SE +/- 0.07, N = 13SE +/- 0.09, N = 13SE +/- 0.09, N = 12SE +/- 0.07, N = 13SE +/- 0.13, N = 13SE +/- 0.08, N = 13SE +/- 0.07, N = 13SE +/- 0.10, N = 13SE +/- 0.16, N = 13SE +/- 0.05, N = 12SE +/- 0.19, N = 13SE +/- 0.22, N = 13SE +/- 0.12, N = 13188.78192.71199.72197.21212.74271.25288.60172.08211.72218.31286.11339.02419.33429.601. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309080160240320400Min: 188.58 / Avg: 188.78 / Max: 189.1Min: 192.4 / Avg: 192.71 / Max: 193.2Min: 199.13 / Avg: 199.72 / Max: 200.15Min: 196.79 / Avg: 197.21 / Max: 197.66Min: 212.3 / Avg: 212.74 / Max: 213.21Min: 270.79 / Avg: 271.25 / Max: 272.57Min: 288.29 / Avg: 288.6 / Max: 289.13Min: 171.63 / Avg: 172.08 / Max: 172.59Min: 211.31 / Avg: 211.72 / Max: 212.28Min: 217.61 / Avg: 218.31 / Max: 219.25Min: 285.87 / Avg: 286.11 / Max: 286.4Min: 338.45 / Avg: 339.02 / Max: 340.28Min: 418 / Avg: 419.33 / Max: 420.56Min: 429.08 / Avg: 429.6 / Max: 430.451. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901020304050SE +/- 0.01, N = 15SE +/- 0.01, N = 13SE +/- 0.01, N = 13SE +/- 0.01, N = 15SE +/- 0.00, N = 13SE +/- 0.04, N = 14SE +/- 0.04, N = 14SE +/- 0.01, N = 12SE +/- 0.03, N = 13SE +/- 0.05, N = 13SE +/- 0.01, N = 13SE +/- 0.00, N = 14SE +/- 0.06, N = 14SE +/- 0.04, N = 1418.3018.6721.3924.0126.4634.9736.7515.1621.6125.5526.2737.5241.8344.111. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090918273645Min: 18.21 / Avg: 18.3 / Max: 18.34Min: 18.59 / Avg: 18.67 / Max: 18.74Min: 21.34 / Avg: 21.39 / Max: 21.41Min: 23.97 / Avg: 24.01 / Max: 24.11Min: 26.46 / Avg: 26.46 / Max: 26.46Min: 34.79 / Avg: 34.97 / Max: 35.27Min: 36.58 / Avg: 36.75 / Max: 37.13Min: 15.11 / Avg: 15.16 / Max: 15.22Min: 21.47 / Avg: 21.61 / Max: 21.71Min: 25.32 / Avg: 25.55 / Max: 25.77Min: 26.23 / Avg: 26.27 / Max: 26.29Min: 37.51 / Avg: 37.52 / Max: 37.55Min: 41.47 / Avg: 41.83 / Max: 42.09Min: 43.85 / Avg: 44.11 / Max: 44.371. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30907K14K21K28K35KSE +/- 12.37, N = 14SE +/- 6.70, N = 14SE +/- 5.79, N = 14SE +/- 12.22, N = 15SE +/- 124.12, N = 15SE +/- 497.84, N = 15SE +/- 520.86, N = 15SE +/- 1.31, N = 14SE +/- 9.34, N = 14SE +/- 177.14, N = 15SE +/- 213.66, N = 15SE +/- 546.33, N = 15SE +/- 563.16, N = 15SE +/- 561.56, N = 158225.598377.739668.0510803.6311622.1814851.9115431.5612815.8318247.6121395.3721337.8329218.8532644.6834169.741. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Single PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30906K12K18K24K30KMin: 8195.49 / Avg: 8225.59 / Max: 8321.77Min: 8360.06 / Avg: 8377.73 / Max: 8438.75Min: 9640.31 / Avg: 9668.05 / Max: 9696.09Min: 10661.37 / Avg: 10803.63 / Max: 10838.6Min: 9903.7 / Avg: 11622.18 / Max: 11784.33Min: 11520.1 / Avg: 14851.91 / Max: 16279.87Min: 12159.12 / Avg: 15431.56 / Max: 17184.83Min: 12804.86 / Avg: 12815.83 / Max: 12822.26Min: 18212.33 / Avg: 18247.61 / Max: 18312.78Min: 18930.16 / Avg: 21395.37 / Max: 21690.3Min: 20277.42 / Avg: 21337.83 / Max: 22002.6Min: 27376.43 / Avg: 29218.85 / Max: 31782.54Min: 31122.4 / Avg: 32644.68 / Max: 35711.31Min: 32832 / Avg: 34169.74 / Max: 37690.551. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 74.45, N = 15SE +/- 44.96, N = 15SE +/- 0.86, N = 14SE +/- 5.84, N = 14SE +/- 1.25, N = 14SE +/- 340.68, N = 15SE +/- 379.98, N = 15SE +/- 0.32, N = 14SE +/- 0.45, N = 14SE +/- 0.87, N = 14SE +/- 10.76, N = 15SE +/- 265.32, N = 15SE +/- 306.59, N = 15SE +/- 363.78, N = 157811.277995.969219.3410234.2511161.7014731.9715399.955883.158458.8410033.7810120.8013956.2115545.6316502.901. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903K6K9K12K15KMin: 6769.09 / Avg: 7811.27 / Max: 7889.46Min: 7366.54 / Avg: 7995.96 / Max: 8042.81Min: 9215.05 / Avg: 9219.34 / Max: 9224.22Min: 10180.16 / Avg: 10234.25 / Max: 10249.99Min: 11151.36 / Avg: 11161.7 / Max: 11171.98Min: 11609.86 / Avg: 14731.97 / Max: 15536.03Min: 11748.04 / Avg: 15399.95 / Max: 16224.87Min: 5881.6 / Avg: 5883.15 / Max: 5885.27Min: 8455.99 / Avg: 8458.84 / Max: 8460.65Min: 10028.14 / Avg: 10033.78 / Max: 10037.5Min: 9970.33 / Avg: 10120.8 / Max: 10133.36Min: 12667.66 / Avg: 13956.21 / Max: 14797.52Min: 14441.57 / Avg: 15545.63 / Max: 16776.43Min: 15236.79 / Avg: 16502.9 / Max: 18114.211. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090110220330440550SE +/- 0.24, N = 14SE +/- 0.26, N = 14SE +/- 0.29, N = 14SE +/- 0.41, N = 14SE +/- 1.19, N = 15SE +/- 11.13, N = 15SE +/- 13.41, N = 15SE +/- 0.07, N = 14SE +/- 0.53, N = 14SE +/- 0.66, N = 14SE +/- 1.51, N = 14SE +/- 8.42, N = 15SE +/- 8.40, N = 15SE +/- 10.54, N = 15221.65226.32256.33288.66314.85409.05425.45178.20255.22302.02305.04421.88469.16494.241. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309090180270360450Min: 219.68 / Avg: 221.65 / Max: 222.28Min: 224.31 / Avg: 226.32 / Max: 226.82Min: 254.96 / Avg: 256.33 / Max: 258.18Min: 285.6 / Avg: 288.66 / Max: 289.65Min: 300.03 / Avg: 314.85 / Max: 317.54Min: 335.38 / Avg: 409.05 / Max: 440.79Min: 333.16 / Avg: 425.45 / Max: 460.95Min: 177.7 / Avg: 178.2 / Max: 178.38Min: 252.3 / Avg: 255.22 / Max: 256.67Min: 295.19 / Avg: 302.02 / Max: 303.43Min: 290.47 / Avg: 305.04 / Max: 307.93Min: 386.62 / Avg: 421.88 / Max: 456.65Min: 441.59 / Avg: 469.16 / Max: 516.83Min: 461.76 / Avg: 494.24 / Max: 551.641. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30908K16K24K32K40KSE +/- 52.79, N = 14SE +/- 42.04, N = 14SE +/- 45.34, N = 14SE +/- 33.25, N = 15SE +/- 70.30, N = 14SE +/- 105.21, N = 14SE +/- 394.62, N = 15SE +/- 0.78, N = 14SE +/- 1.61, N = 14SE +/- 2.92, N = 14SE +/- 4.24, N = 14SE +/- 632.41, N = 15SE +/- 685.00, N = 15SE +/- 800.73, N = 1514480.2314636.7719471.0321586.1823388.2228438.0628374.4213379.4819243.5922837.3723025.8731733.3035590.0737668.361. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30907K14K21K28K35KMin: 14162.11 / Avg: 14480.23 / Max: 14856.58Min: 14437.69 / Avg: 14636.77 / Max: 15050.7Min: 18991.31 / Avg: 19471.03 / Max: 19545.43Min: 21140.48 / Avg: 21586.18 / Max: 21655.81Min: 22773.9 / Avg: 23388.22 / Max: 23696.89Min: 27932.99 / Avg: 28438.06 / Max: 29184Min: 23634.94 / Avg: 28374.42 / Max: 29235.55Min: 13373.1 / Avg: 13379.48 / Max: 13384.08Min: 19233.39 / Avg: 19243.59 / Max: 19255.42Min: 22824.15 / Avg: 22837.37 / Max: 22855.18Min: 22980.16 / Avg: 23025.87 / Max: 23043.16Min: 28816.6 / Avg: 31733.3 / Max: 33693.67Min: 32835.01 / Avg: 35590.07 / Max: 38298.35Min: 34740.34 / Avg: 37668.36 / Max: 40950.021. (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