NVIDIA GPU Compute Benchmarks

Benchmarks for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2106089-IB-NVIDIACOM84&sgm=1&hgv=RTX+3070+Ti%2CRTX+3080+Ti&rdt.

NVIDIA GPU Compute BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads)ASUS ROG CROSSHAIR VIII HERO (3402 BIOS)AMD Starship/Matisse16GB1000GB Sabrent Rocket 4.0 Plus + 2000GBNVIDIA GeForce RTX 3070 Ti 8GBNVIDIA GA104 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 11.3ext43840x2160NVIDIA GeForce RTX 3090 24GBNVIDIA GA102 HD AudioNVIDIA GeForce RTX 3080 10GBZotac NVIDIA GeForce RTX 2080 8GBNVIDIA TU104 HD AudioNVIDIA GeForce RTX 3080 Ti 12GBNVIDIA GA102 HD AudioNVIDIA GeForce RTX 2060 SUPER 8GBNVIDIA TU106 HD AudioNVIDIA TITAN RTX 24GBNVIDIA TU102 HD AudioeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA GeForce RTX 3060NVIDIA GeForce RTX 3070 8GBNVIDIA GA104 HD AudioNVIDIA GeForce RTX 3060 Ti 8GBNVIDIA GeForce RTX 2080 SUPER 8GBNVIDIA TU104 HD AudioNVIDIA GeForce RTX 2070 SUPER 8GBNVIDIA GeForce RTX 2080 Ti 11GBNVIDIA TU102 HD AudioASUS NVIDIA GeForce RTX 2070 8GBNVIDIA TU106 HD AudioOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --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 Processor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009OpenCL Details- RTX 3070 Ti: GPU Compute Cores: 6144- RTX 3090: GPU Compute Cores: 10496- RTX 3080: GPU Compute Cores: 8704- RTX 2080: GPU Compute Cores: 2944- RTX 3080 Ti: GPU Compute Cores: 10240- RTX 2060 SUPER: GPU Compute Cores: 2176- TITAN RTX: GPU Compute Cores: 4608- RTX 3060: GPU Compute Cores: 3584- RTX 3070: GPU Compute Cores: 5888- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080 Ti: GPU Compute Cores: 4352- RTX 2070: GPU Compute Cores: 2304Python Details- Python 3.9.5Security Details- 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

NVIDIA GPU Compute Benchmarkshashcat: MD5hashcat: SHA1hashcat: SHA-512hashcat: 7-Ziphashcat: TrueCrypt RIPEMD160 + XTSfahbench: namd-cuda: ATPase Simulation - 327,506 Atomsmixbench: NVIDIA CUDA - Single Precisionmixbench: NVIDIA CUDA - Double Precisionmixbench: NVIDIA CUDA - Half Precisionmixbench: NVIDIA CUDA - Integeroctanebench: Total Scoreluxcorerender: DLSC - GPUluxcorerender: Rainbow Colors and Prism - GPUluxcorerender: LuxCore Benchmark - GPUluxcorerender: Orange Juice - GPUluxcorerender: Danish Mood - GPUarrayfire: BLAS OpenCLarrayfire: Conjugate Gradient OpenCLclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTvkpeak: fp32-scalarvkpeak: fp32-vec4vkpeak: fp16-scalarvkpeak: fp16-vec4vkpeak: fp64-scalarvkpeak: fp64-vec4vkpeak: int32-scalarvkpeak: int32-vec4vkpeak: int16-scalarvkpeak: int16-vec4plaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Inference - VGG16 - OpenCLplaidml: No - Inference - VGG19 - OpenCLlczero: OpenCLcl-mem: Readcl-mem: Writecl-mem: Copyviennacl: OpenCL BLAS - sCOPYviennacl: OpenCL BLAS - sAXPYviennacl: OpenCL BLAS - dCOPYviennacl: OpenCL BLAS - dAXPYviennacl: OpenCL BLAS - dDOTviennacl: OpenCL BLAS - dGEMM-NNviennacl: OpenCL BLAS - dGEMM-NTviennacl: OpenCL BLAS - dGEMM-TNshoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - FFT SPshoc: OpenCL - GEMM SGEMM_Nshoc: OpenCL - MD5 Hashshoc: OpenCL - S3Dindigobench: OpenCL GPU - Supercarindigobench: OpenCL GPU - Bedroomblender: BMW27 - CUDAblender: BMW27 - NVIDIA OptiXblender: Classroom - CUDAblender: Classroom - NVIDIA OptiXblender: Fishy Cat - CUDAblender: Fishy Cat - NVIDIA OptiXblender: Pabellon Barcelona - CUDAblender: Pabellon Barcelona - NVIDIA OptiXblender: Barbershop - CUDAblender: Barbershop - NVIDIA OptiXv-ray: NVIDIA CUDA GPUv-ray: NVIDIA RTX GPUvkresample: 2x - Singlerealsr-ncnn: 4x - Yesrealsr-ncnn: 4x - Nowaifu2x-ncnn: 2x - 3 - Yesbetsy: ETC1 - Highestbetsy: ETC2 RGB - Highestredshift: viennacl: OpenCL BLAS - sDOTviennacl: OpenCL BLAS - dGEMV-Nviennacl: OpenCL BLAS - dGEMV-Tviennacl: OpenCL BLAS - dGEMM-TTRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207041477457143133751285711916942857720064512713267.28190.1248521337.83305.0423025.8710120.80454.4966168.7123.777.418.676.035805.751.668528.7321524.49368.7110957.1011707.8715511.7511727.9223509.08366.91367.8811695.9611649.907730.7510205.76513.37202.76160.0631739539.1516.1337.63314354785285213453473432072.971536.784710.7626.2725286.10738.94713.73327.8017.0973.4144.1852.6034.17184.7667.18501.65459.781486198213.55740.5647.0443.7304.2495.736201699787000002282825000032425166671153000847886344.98750.1198834169.74494.2437668.3616502.90679.58418114.0634.2711.9912.359.728463.761.475813.5735210.03652.3418051.5920790.4927527.9420789.4841672.10651.06651.8920714.1620597.7013650.6616881.76816.85323.31257.6440348825.7745.5363.03654986077236576006025982219.902346.138327.8444.1102429.59953.01120.76518.369.4851.2829.9234.4019.11120.3844.12373.69345.19209928579.30228.1805.5173.2353.0123.93913958962414286192576285712738585714991970719975321.33050.1209929218.85421.8831733.3013956.21568.25721211.6728.209.9910.798.007417.891.555662.3929577.13545.9615474.8917183.8522809.1117097.7834278.04534.50536.4517087.3317024.2711290.9814570.68730.16281.36223.9437477672.8646.2354.73564805556296014995014982210.171918.516305.8237.5181339.02346.49617.54121.9411.2860.8736.0941.4122.79146.2952.80442.84407.331785237311.26832.3706.0363.3663.3174.38716436724137750137998642857123001428571696733333642760452883244.51840.1380110803.63288.6621586.1810234.25260.4580525.1512.164.695.583.713346.882.074369.309258.58345.819079.5410901.1710886.6510871.1821212.96338.65341.3610862.1210806.247123.959468.38442.29164.37129.9518660396.8330.7290.22783233703884043233203261119.861099.393350.0024.0100197.20624.8817.74251.5229.08169.3486.7496.8650.15354.5129.02585.52975.2278095919.05359.5569.4934.6485.0176.873338251371334324658464857142166024285730701571431097120807600335.09810.1206632644.68469.1635590.0715545.63666.47857513.5133.2511.5411.969.288125.711.513794.5533723.34623.3317317.3119639.6625895.8319465.2739163.48604.88611.0319501.4719408.5612829.1616203.01789.35311.73248.3439409804.8733.2355.03564905927056455595605572167.412289.548100.6841.8308419.32851.44120.03718.859.7152.6431.6835.4619.92124.4345.88386.72358.78204927829.56129.2865.6353.2833.0844.0821433632313685602864314285793984571431291485714493227349900207.99550.155028225.59221.6514480.237811.27242.6832283.9314.133.914.512.882611.242.076368.687122.60263.137090.648314.108311.488298.4616219.42258.32258.518246.828206.715437.697201.01378.75128.87101.8714680396.8333.0288.22773273693884012472432471110.73949.9603023.5318.3010188.78323.2997.34763.8530.15299.30143.45121.5061.15545.19183.311083.281767.4253080322.32776.12311.6425.3226.1398.48937625537432656684485714186879428572583083333944400678875307.58600.1330415431.56425.4528374.4215399.95382.4211537.0416.836.927.215.214994.931.640530.2914490.00548.4813853.3917206.4817203.1517183.0433598.08535.94536.0217030.3916941.2811258.4414765.38652.41248.34197.0929168567.8494.7319.33054034955425314964934861168.301578.375057.6536.7519288.60035.31411.59236.7918.72152.7073.4369.4632.74281.0897.57551.44907.461006138613.56041.9137.3373.8552333164623724952400501428677623285711119700000427609299913182.00350.1547112815.83178.2013379.485883.15293.7797255.3615.364.566.063.613490.162.494315.4412561.56214.356338.906818.809039.776836.8313718.14213.55213.536809.186780.544488.855969.65340.13122.2597.3718675318.0302.2270.02753063153273292052041255.28934.1702770.7815.1591172.08325.8608.50443.8523.56127.1577.8784.5553.92316.30115.21962.31876.68852116823.13567.13410.3624.85030028922230340281500000131451714291886685714687591503188267.06980.1261121395.37302.0222837.3710033.78413.1817898.2523.456.988.435.815790.342.087389.2620072.72362.3010264.4711498.1015292.8511572.6023200.57361.24362.4311545.0811492.637629.6710070.32495.68194.52154.0529253393.2380.4294.92803583713973993413393402131.071135.093795.3525.5521218.30637.36612.89228.9515.7376.0546.9954.1333.50189.9172.98507.79466.421417182817.54946.6337.8154.03522732722233434158442857110687428571589900000587145427989236.50580.1292818247.61255.2219243.598458.84384.1780147.1920.996.047.614.915040.872.083388.8716021.63303.928378.399684.3912854.499720.6719484.46304.87305.199700.509646.856403.148477.23456.40168.99133.7526639393.1383.8293.22883593714003982922932902120.831153.043432.7621.6130211.71734.00611.45131.8217.4285.3753.6661.6739.24218.4582.07596.57552.111256165817.67350.6358.3174.18023732722433441746057143135967714291893616667712650506217261.56800.1352211622.18314.8523388.2211161.70270.3021475.3712.154.845.773.853667.171.897405.7610434.55378.2510392.3311920.7611917.0311924.6723328.09371.68370.7711820.6711765.097814.8310383.04472.09183.11145.2920576437.5347.0301.72883304054274413533493541168.271203.713719.3026.4571212.73825.7047.96850.7425.68160.4281.8895.6844.55344.55123.53555.03913.2679998117.51654.0688.8804.39532225138935635033955900000110499142861535714286580567412388227.94190.143239668.05256.3319471.039219.34258.3637084.9713.104.535.443.583017.862.0893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Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207015000M30000M45000M60000M75000MSE +/- 82415641.88, N = 7SE +/- 104099604.32, N = 7SE +/- 119086542.02, N = 7SE +/- 104693541.11, N = 7SE +/- 114085221.76, N = 7SE +/- 49115005.26, N = 7SE +/- 90062008.87, N = 7SE +/- 33928239.60, N = 7SE +/- 64426488.19, N = 7SE +/- 50524660.91, N = 7SE +/- 48387138.48, N = 7SE +/- 40022380.64, N = 7SE +/- 73945478.17, N = 7SE +/- 62259505.74, N = 74147745714369978700000589624142863799864285765846485714286431428575668448571424005014286402815000003415844285741746057143339559000005407435714329405171429

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207080M160M240M320M400M286407828.12374409285.12346189621.62323279861.26337345851.87293565059.52385192906.63312210179.80354139559.18327145754.48323346932.18281609895.49394224162.41309117259.03

Hashcat

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.1.1GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 21.02 / Avg: 144.82 / Max: 267.68Min: 9.63 / Avg: 186.9 / Max: 347.23Min: 6.22 / Avg: 170.32 / Max: 319.66Min: 14.23 / Avg: 117.54 / Max: 220.67Min: 17.97 / Avg: 195.19 / Max: 349.55Min: 10.28 / Avg: 97.57 / Max: 178.3Min: 6.83 / Avg: 147.16 / Max: 327.64Min: 11.84 / Avg: 76.89 / Max: 142.38Min: 8.91 / Avg: 113.74 / Max: 219.58Min: 9.72 / Avg: 104.41 / Max: 197.38Min: 9.64 / Avg: 129.11 / Max: 256.83Min: 24.04 / Avg: 120.58 / Max: 219.05Min: 6.31 / Avg: 137.17 / Max: 266.52Min: 7.46 / Avg: 95.13 / Max: 176.26

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20705000M10000M15000M20000M25000MSE +/- 6164287.09, N = 7SE +/- 26924236.29, N = 6SE +/- 23290062.40, N = 7SE +/- 25963370.33, N = 7SE +/- 27258234.73, N = 7SE +/- 9752578.59, N = 7SE +/- 22120437.19, N = 7SE +/- 7946598.98, N = 7SE +/- 23586201.72, N = 7SE +/- 5748658.52, N = 7SE +/- 15457664.37, N = 7SE +/- 5146308.37, N = 7SE +/- 22447650.36, N = 7SE +/- 13731990.06, N = 71337512857122828250000192576285711230014285721660242857939845714318687942857776232857113145171429110687428571359677142911049914286178153285719571242857

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207030M60M90M120M150M91799645.83118925208.32107438579.04104350302.68107541023.9394045209.54121687941.74102307536.60114015304.24109455812.73105384516.6494933726.51127340705.7997668381.54

Hashcat

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.1.1GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 22.41 / Avg: 145.7 / Max: 256.56Min: 11.19 / Avg: 191.95 / Max: 346.02Min: 11.23 / Avg: 179.24 / Max: 319.81Min: 15.12 / Avg: 117.87 / Max: 220.16Min: 18.72 / Avg: 201.41 / Max: 349.81Min: 10.24 / Avg: 99.94 / Max: 178.82Min: 8.98 / Avg: 153.57 / Max: 291.19Min: 12.24 / Avg: 75.87 / Max: 134.17Min: 8.78 / Avg: 115.29 / Max: 219.38Min: 11.1 / Avg: 101.13 / Max: 185.57Min: 9.96 / Avg: 129.02 / Max: 245.03Min: 24.48 / Avg: 116.4 / Max: 207.03Min: 7.26 / Avg: 139.9 / Max: 266.96Min: 8.47 / Avg: 98 / Max: 176.61

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070700M1400M2100M2800M3500MSE +/- 2485372.17, N = 7SE +/- 2166012.72, N = 6SE +/- 3881545.38, N = 7SE +/- 2564067.95, N = 6SE +/- 2909578.36, N = 7SE +/- 880321.52, N = 7SE +/- 3167166.63, N = 6SE +/- 1910248.05, N = 7SE +/- 2159742.99, N = 7SE +/- 2343684.52, N = 7SE +/- 1633078.21, N = 6SE +/- 430076.72, N = 7SE +/- 2857349.20, N = 6SE +/- 1259413.53, N = 719169428573242516667273858571416967333333070157143129148571425830833331119700000188668571415899000001893616667153571428624605666671314657143

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704M8M12M16M20M12784504.7716765237.4115209447.8313960472.6815008611.1313006126.2216905956.9414388149.7616411609.9615163734.6814124956.0413001337.1917555452.6313497084.86

Hashcat

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.1.1GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 23.43 / Avg: 149.94 / Max: 266.25Min: 21.59 / Avg: 193.41 / Max: 346.46Min: 17.41 / Avg: 180.06 / Max: 319.24Min: 16.37 / Avg: 121.54 / Max: 219Min: 21.37 / Avg: 204.56 / Max: 349.26Min: 10.25 / Avg: 99.3 / Max: 177.15Min: 10.88 / Avg: 152.79 / Max: 285.56Min: 12.65 / Avg: 77.82 / Max: 138.19Min: 8.92 / Avg: 114.96 / Max: 219.08Min: 13.07 / Avg: 104.85 / Max: 192.63Min: 10.1 / Avg: 134.06 / Max: 254.16Min: 24.62 / Avg: 118.12 / Max: 217.44Min: 7.14 / Avg: 140.16 / Max: 265.65Min: 8.58 / Avg: 97.4 / Max: 175.62

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070200K400K600K800K1000KSE +/- 340.13, N = 11SE +/- 879.27, N = 10SE +/- 415.55, N = 10SE +/- 447.26, N = 10SE +/- 815.38, N = 10SE +/- 469.64, N = 11SE +/- 555.18, N = 10SE +/- 258.83, N = 11SE +/- 535.21, N = 11SE +/- 305.81, N = 11SE +/- 498.27, N = 10SE +/- 1961.31, N = 15SE +/- 337.46, N = 10SE +/- 338.47, N = 1172006411530009919706427601097120493227944400427609687591587145712650580567892410500673

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20703K6K9K12K15K7635.729312.468989.3211541.888341.168622.0511386.078644.7312048.4310048.5912169.888779.9211209.318752.06

Hashcat

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.1.1GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207050100150200250Min: 23.82 / Avg: 94.3 / Max: 229.01Min: 18.55 / Avg: 123.81 / Max: 293.06Min: 21.27 / Avg: 110.35 / Max: 262.34Min: 16.35 / Avg: 55.69 / Max: 144Min: 18.2 / Avg: 131.53 / Max: 299.28Min: 10.2 / Avg: 57.21 / Max: 177.48Min: 10.45 / Avg: 82.94 / Max: 284.86Min: 16.91 / Avg: 49.46 / Max: 126.1Min: 8.8 / Avg: 57.07 / Max: 165.49Min: 12.87 / Avg: 58.43 / Max: 153.15Min: 10.16 / Avg: 58.56 / Max: 239.62Min: 24.32 / Avg: 66.12 / Max: 219.37Min: 7.1 / Avg: 79.61 / Max: 283.43Min: 9.06 / Avg: 57.21 / Max: 178.38

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070200K400K600K800K1000KSE +/- 463.85, N = 8SE +/- 405.57, N = 7SE +/- 816.73, N = 8SE +/- 841.20, N = 6SE +/- 528.10, N = 9SE +/- 208.74, N = 8SE +/- 340.04, N = 8SE +/- 121.65, N = 8SE +/- 863.64, N = 8SE +/- 78.96, N = 9SE +/- 4311.72, N = 6SE +/- 432.37, N = 8SE +/- 2086.05, N = 8SE +/- 350.48, N = 8512713847886719975452883807600349900678875299913503188427989506217412388644813355538

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070160032004800640080004896.675731.545136.914386.734963.494926.055920.115661.317275.866770.974604.784973.296142.104944.90

Hashcat

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.1.1GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 23.68 / Avg: 104.71 / Max: 276.81Min: 21.72 / Avg: 147.93 / Max: 347.51Min: 20.04 / Avg: 140.16 / Max: 320.48Min: 15.18 / Avg: 103.24 / Max: 218.72Min: 20.08 / Avg: 162.71 / Max: 349.1Min: 10.05 / Avg: 71.03 / Max: 178.63Min: 10.32 / Avg: 114.67 / Max: 299.03Min: 17.05 / Avg: 52.98 / Max: 143.46Min: 8.69 / Avg: 69.16 / Max: 219.51Min: 12.55 / Avg: 63.21 / Max: 186.18Min: 9.99 / Avg: 109.93 / Max: 253.84Min: 24.54 / Avg: 82.92 / Max: 219.51Min: 6.67 / Avg: 104.98 / Max: 284.33Min: 8.25 / Avg: 71.9 / Max: 177.92

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207070140210280350SE +/- 0.12, N = 3SE +/- 0.19, N = 3SE +/- 0.26, N = 3SE +/- 0.35, N = 3SE +/- 0.79, N = 3SE +/- 0.40, N = 3SE +/- 0.59, N = 3SE +/- 0.16, N = 3SE +/- 0.47, N = 3SE +/- 0.27, N = 3SE +/- 0.45, N = 3SE +/- 0.18, N = 3SE +/- 0.75, N = 3SE +/- 0.59, N = 3267.28344.99321.33244.52335.10208.00307.59182.00267.07236.51261.57227.94305.31205.31

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.5061.0121.5182.0242.531.7261.6921.7021.8441.5831.8751.8382.1202.2492.1572.0301.9301.9011.889

FAHBench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207050100150200250Min: 23.55 / Avg: 154.86 / Max: 204.51Min: 22.04 / Avg: 203.85 / Max: 272.71Min: 19.96 / Avg: 188.85 / Max: 256.08Min: 16.45 / Avg: 132.61 / Max: 190.56Min: 24.45 / Avg: 211.73 / Max: 281.86Min: 10.05 / Avg: 110.92 / Max: 157.88Min: 11 / Avg: 167.33 / Max: 233.27Min: 17.19 / Avg: 85.85 / Max: 115.67Min: 8.52 / Avg: 118.73 / Max: 166.13Min: 12.8 / Avg: 109.67 / Max: 151.59Min: 9.93 / Avg: 128.84 / Max: 181.24Min: 24.43 / Avg: 118.11 / Max: 164.45Min: 6.32 / Avg: 160.64 / Max: 233.85Min: 8.46 / Avg: 108.71 / Max: 151.8

NAMD CUDA

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.03490.06980.10470.13960.1745SE +/- 0.00014, N = 3SE +/- 0.00010, N = 5SE +/- 0.00023, N = 5SE +/- 0.00019, N = 5SE +/- 0.00031, N = 5SE +/- 0.00029, N = 5SE +/- 0.00130, N = 5SE +/- 0.00054, N = 5SE +/- 0.00049, N = 5SE +/- 0.00020, N = 5SE +/- 0.00058, N = 5SE +/- 0.00016, N = 5SE +/- 0.00078, N = 5SE +/- 0.00031, N = 50.124850.119880.120990.138010.120660.155020.133040.154710.126110.129280.135220.143230.133240.15247

NAMD CUDA

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.14GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207050100150200250Min: 22.03 / Avg: 54.9 / Max: 229.13Min: 19 / Avg: 153.25 / Max: 267.87Min: 24.86 / Avg: 140.85 / Max: 251.91Min: 17.94 / Avg: 109.88 / Max: 214.11Min: 17.89 / Avg: 154.79 / Max: 269.76Min: 10.45 / Avg: 89.15 / Max: 179.33Min: 13.92 / Avg: 127.32 / Max: 271.84Min: 16.74 / Avg: 81.78 / Max: 148.8Min: 8.97 / Avg: 93.12 / Max: 191.12Min: 14.43 / Avg: 91.61 / Max: 183.82Min: 10.31 / Avg: 108.2 / Max: 235.59Min: 24.55 / Avg: 105.17 / Max: 209.98Min: 8.71 / Avg: 118.81 / Max: 261.1Min: 10.1 / Avg: 91.48 / Max: 185.83

Mixbench

Backend: NVIDIA CUDA - Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Single PrecisionRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20707K14K21K28K35KSE +/- 213.66, N = 15SE +/- 561.56, N = 15SE +/- 546.33, N = 15SE +/- 12.22, N = 15SE +/- 563.16, N = 15SE +/- 12.37, N = 14SE +/- 520.86, N = 15SE +/- 1.31, N = 14SE +/- 177.14, N = 15SE +/- 9.34, N = 14SE +/- 124.12, N = 15SE +/- 5.79, N = 14SE +/- 497.84, N = 15SE +/- 6.70, N = 1421337.8334169.7429218.8510803.6332644.688225.5915431.5612815.8321395.3718247.6111622.189668.0514851.918377.731. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Backend: NVIDIA CUDA - Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Single PrecisionRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070130260390520650361.63451.72419.95243.67398.39230.25291.75390.76602.37481.61316.62217.99301.00259.33

Mixbench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterMixbench 2020-06-23GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070306090120150Min: 22.44 / Avg: 59 / Max: 95.96Min: 23.78 / Avg: 75.64 / Max: 131.24Min: 26.73 / Avg: 69.58 / Max: 113.82Min: 16.5 / Avg: 44.34 / Max: 105.67Min: 15.39 / Avg: 81.94 / Max: 138.88Min: 10.09 / Avg: 35.73 / Max: 82.38Min: 11.54 / Avg: 52.89 / Max: 124.22Min: 16.88 / Avg: 32.8 / Max: 52.19Min: 9.03 / Avg: 35.52 / Max: 60.82Min: 13.92 / Avg: 37.89 / Max: 62.71Min: 10.04 / Avg: 36.71 / Max: 89.26Min: 24.07 / Avg: 44.35 / Max: 95.72Min: 7.7 / Avg: 49.34 / Max: 121.15Min: 9.37 / Avg: 32.3 / Max: 78.95

Mixbench

Backend: NVIDIA CUDA - Benchmark: Double Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070110220330440550SE +/- 1.51, N = 14SE +/- 10.54, N = 15SE +/- 8.42, N = 15SE +/- 0.41, N = 14SE +/- 8.40, N = 15SE +/- 0.24, N = 14SE +/- 13.41, N = 15SE +/- 0.07, N = 14SE +/- 0.66, N = 14SE +/- 0.53, N = 14SE +/- 1.19, N = 15SE +/- 0.29, N = 14SE +/- 11.13, N = 15SE +/- 0.26, N = 14305.04494.24421.88288.66469.16221.65425.45178.20302.02255.22314.85256.33409.05226.321. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Backend: NVIDIA CUDA - Benchmark: Double Precision

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702468105.3076.7126.2356.7445.7956.3608.2555.4768.5436.7687.9885.9628.8286.753

Mixbench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterMixbench 2020-06-23GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070306090120150Min: 22.32 / Avg: 57.48 / Max: 92.48Min: 18.23 / Avg: 73.63 / Max: 125.87Min: 20.23 / Avg: 67.66 / Max: 111.37Min: 15.7 / Avg: 42.8 / Max: 99.04Min: 17.99 / Avg: 80.96 / Max: 134.27Min: 10.11 / Avg: 34.85 / Max: 76.06Min: 10.07 / Avg: 51.54 / Max: 120.68Min: 16.56 / Avg: 32.54 / Max: 52.17Min: 8.82 / Avg: 35.35 / Max: 58.86Min: 13.18 / Avg: 37.71 / Max: 62.35Min: 9.8 / Avg: 39.42 / Max: 71.47Min: 23.73 / Avg: 43 / Max: 75.46Min: 6.48 / Avg: 46.34 / Max: 131.85Min: 8.64 / Avg: 33.51 / Max: 78.65

Mixbench

Backend: NVIDIA CUDA - Benchmark: Half Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20708K16K24K32K40KSE +/- 4.24, N = 14SE +/- 800.73, N = 15SE +/- 632.41, N = 15SE +/- 33.25, N = 15SE +/- 685.00, N = 15SE +/- 52.79, N = 14SE +/- 394.62, N = 15SE +/- 0.78, N = 14SE +/- 2.92, N = 14SE +/- 1.61, N = 14SE +/- 70.30, N = 14SE +/- 45.34, N = 14SE +/- 105.21, N = 14SE +/- 42.04, N = 1423025.8737668.3631733.3021586.1835590.0714480.2328374.4213379.4822837.3719243.5923388.2219471.0328438.0614636.771. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Backend: NVIDIA CUDA - Benchmark: Half Precision

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070140280420560700410.53524.50473.83500.46442.52402.14564.15409.03661.41530.56573.84443.16634.30469.63

Mixbench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterMixbench 2020-06-23GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207020406080100Min: 21.99 / Avg: 56.09 / Max: 91.85Min: 16.25 / Avg: 71.82 / Max: 124.1Min: 18.2 / Avg: 66.97 / Max: 110.38Min: 15.26 / Avg: 43.13 / Max: 94.04Min: 26.57 / Avg: 80.43 / Max: 130.18Min: 10.09 / Avg: 36.01 / Max: 83.56Min: 9.81 / Avg: 50.3 / Max: 120.73Min: 16.67 / Avg: 32.71 / Max: 52.26Min: 8.76 / Avg: 34.53 / Max: 59.9Min: 12.14 / Avg: 36.27 / Max: 61.97Min: 9.65 / Avg: 40.76 / Max: 85.45Min: 23.8 / Avg: 43.94 / Max: 90.37Min: 6.48 / Avg: 44.83 / Max: 85.69Min: 8.51 / Avg: 31.17 / Max: 76.6

Mixbench

Backend: NVIDIA CUDA - Benchmark: Integer

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704K8K12K16K20KSE +/- 10.76, N = 15SE +/- 363.78, N = 15SE +/- 265.32, N = 15SE +/- 5.84, N = 14SE +/- 306.59, N = 15SE +/- 74.45, N = 15SE +/- 379.98, N = 15SE +/- 0.32, N = 14SE +/- 0.87, N = 14SE +/- 0.45, N = 14SE +/- 1.25, N = 14SE +/- 0.86, N = 14SE +/- 340.68, N = 15SE +/- 44.96, N = 1510120.8016502.9013956.2110234.2515545.637811.2715399.955883.1510033.788458.8411161.709219.3414731.977995.961. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Backend: NVIDIA CUDA - Benchmark: Integer

OpenBenchmarking.orgGIOPS Per Watt, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207070140210280350174.40225.05213.35236.26195.08215.20311.90181.53291.74230.78278.44210.60313.08244.38

Mixbench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterMixbench 2020-06-23GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070306090120150Min: 22.16 / Avg: 58.03 / Max: 92.85Min: 20.23 / Avg: 73.33 / Max: 124.31Min: 17.86 / Avg: 65.41 / Max: 106.54Min: 15 / Avg: 43.32 / Max: 85.96Min: 25.14 / Avg: 79.69 / Max: 134.35Min: 9.99 / Avg: 36.3 / Max: 83.91Min: 8.31 / Avg: 49.38 / Max: 112.81Min: 16.66 / Avg: 32.41 / Max: 52.09Min: 8.64 / Avg: 34.39 / Max: 59.56Min: 12.43 / Avg: 36.65 / Max: 60.96Min: 9.87 / Avg: 40.09 / Max: 95.14Min: 23.92 / Avg: 43.78 / Max: 92.24Min: 6.43 / Avg: 47.06 / Max: 104.62Min: 8.69 / Avg: 32.72 / Max: 78.1

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070150300450600750454.50679.58568.26260.46666.48242.68382.42293.78413.18384.18270.30258.36359.84242.94

OctaneBench

Total Score

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 2020.1Total ScoreRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.53871.07741.61612.15482.69351.9912.0191.9211.5872.0111.6601.6202.3942.3752.3441.7641.7051.6111.710

OctaneBench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 2020.1GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 22.22 / Avg: 228.3 / Max: 242.01Min: 17.94 / Avg: 336.55 / Max: 347.62Min: 17.9 / Avg: 295.8 / Max: 318.79Min: 15.13 / Avg: 164.14 / Max: 209.99Min: 31.05 / Avg: 331.38 / Max: 349.26Min: 10.05 / Avg: 146.2 / Max: 175.3Min: 8.82 / Avg: 236.07 / Max: 286.6Min: 16.55 / Avg: 122.74 / Max: 131.04Min: 9.01 / Avg: 173.99 / Max: 196.63Min: 11.96 / Avg: 163.9 / Max: 178.59Min: 9.83 / Avg: 153.21 / Max: 200.52Min: 23.17 / Avg: 151.52 / Max: 185.74Min: 6.48 / Avg: 223.31 / Max: 264Min: 8.44 / Avg: 142.06 / Max: 172.55

LuxCoreRender

Scene: DLSC - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207048121620SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 38.7114.0611.675.1513.513.937.045.368.257.195.374.976.833.89MIN: 8.19 / MAX: 8.87MIN: 13.57 / MAX: 14.34MIN: 11.22 / MAX: 11.86MIN: 5.03 / MAX: 5.33MIN: 12.39 / MAX: 13.74MIN: 3.81 / MAX: 4.12MIN: 6.59 / MAX: 7.3MIN: 5.23 / MAX: 5.58MIN: 8.13 / MAX: 8.41MIN: 6.89 / MAX: 7.44MIN: 5.07 / MAX: 5.51MIN: 4.86 / MAX: 5.09MIN: 6.56 / MAX: 6.93MIN: 3.78 / MAX: 4.04

LuxCoreRender

Scene: DLSC - Acceleration: GPU

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.01420.02840.04260.05680.0710.0630.0460.0450.0460.0430.0320.0330.0520.0540.0510.0380.0370.0340.033

LuxCoreRender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender 2.5GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 23.02 / Avg: 139.13 / Max: 203.93Min: 32.4 / Avg: 304.34 / Max: 328.84Min: 19.96 / Avg: 257.71 / Max: 277.65Min: 15.09 / Avg: 111.34 / Max: 161.81Min: 34.51 / Avg: 313.62 / Max: 337.89Min: 10.34 / Avg: 123.07 / Max: 133.26Min: 15.27 / Avg: 210.39 / Max: 229.52Min: 17.28 / Avg: 103.82 / Max: 112.34Min: 9.3 / Avg: 153.42 / Max: 165.84Min: 15.16 / Avg: 141.21 / Max: 152.45Min: 10.52 / Avg: 141.04 / Max: 152.35Min: 24.66 / Avg: 136.16 / Max: 147.06Min: 9.58 / Avg: 201.96 / Max: 220.18Min: 9.27 / Avg: 116.55 / Max: 126.75

LuxCoreRender

Scene: Rainbow Colors and Prism - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070816243240SE +/- 0.06, N = 6SE +/- 0.00, N = 6SE +/- 0.08, N = 6SE +/- 0.00, N = 4SE +/- 0.24, N = 6SE +/- 0.01, N = 4SE +/- 0.01, N = 5SE +/- 0.00, N = 4SE +/- 0.05, N = 6SE +/- 0.05, N = 5SE +/- 0.01, N = 4SE +/- 0.03, N = 4SE +/- 0.02, N = 4SE +/- 0.01, N = 423.7734.2728.2012.1633.2514.1316.8315.3623.4520.9912.1513.1015.2813.26MIN: 21.81 / MAX: 25.33MIN: 30.52 / MAX: 36.32MIN: 26.09 / MAX: 31.07MIN: 11.24 / MAX: 12.82MIN: 30.01 / MAX: 35.85MIN: 13.33 / MAX: 14.65MIN: 15.76 / MAX: 18.22MIN: 13.94 / MAX: 16.32MIN: 20.97 / MAX: 24.32MIN: 19.21 / MAX: 22.15MIN: 11.25 / MAX: 12.81MIN: 12.42 / MAX: 13.77MIN: 13.65 / MAX: 16.66MIN: 12.41 / MAX: 14.02

LuxCoreRender

Scene: Rainbow Colors and Prism - Acceleration: GPU

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.04880.09760.14640.19520.2440.1640.1660.1510.1060.1600.1310.1070.1730.2170.1860.1110.1150.1010.126

LuxCoreRender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender 2.5GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 25.07 / Avg: 145.33 / Max: 215.28Min: 18.98 / Avg: 206.99 / Max: 335.49Min: 24.9 / Avg: 186.73 / Max: 280.55Min: 17.23 / Avg: 114.88 / Max: 145.4Min: 27.21 / Avg: 207.69 / Max: 330.8Min: 10.35 / Avg: 108.15 / Max: 147.61Min: 14.85 / Avg: 157.68 / Max: 218.08Min: 16.83 / Avg: 88.72 / Max: 120.08Min: 8.99 / Avg: 107.95 / Max: 172.87Min: 15.14 / Avg: 113.14 / Max: 161.22Min: 10.52 / Avg: 109.85 / Max: 140.58Min: 24.69 / Avg: 113.74 / Max: 145.57Min: 9.58 / Avg: 151.25 / Max: 207.44Min: 10.25 / Avg: 105.55 / Max: 139.93

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20703691215SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 37.4111.999.994.6911.543.916.924.566.986.044.844.536.513.91MIN: 2.28 / MAX: 8.81MIN: 3.93 / MAX: 14.25MIN: 3.32 / MAX: 11.84MIN: 1.66 / MAX: 5.58MIN: 3.63 / MAX: 13.73MIN: 1.4 / MAX: 4.62MIN: 2.23 / MAX: 8.19MIN: 1.64 / MAX: 5.37MIN: 2.27 / MAX: 8.27MIN: 1.87 / MAX: 7.15MIN: 1.66 / MAX: 5.75MIN: 1.3 / MAX: 5.39MIN: 1.93 / MAX: 7.74MIN: 1.41 / MAX: 4.63

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: GPU

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.01350.0270.04050.0540.06750.0600.0450.0440.0470.0430.0350.0360.0490.0520.0490.0390.0370.0360.036

LuxCoreRender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender 2.5GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 22.55 / Avg: 123.28 / Max: 193.74Min: 22.13 / Avg: 268.96 / Max: 311.28Min: 27.61 / Avg: 225.09 / Max: 259.13Min: 15.06 / Avg: 99.05 / Max: 156.24Min: 29.91 / Avg: 270.42 / Max: 312.45Min: 10.29 / Avg: 111.76 / Max: 130.68Min: 13.92 / Avg: 193.81 / Max: 230.16Min: 16.91 / Avg: 92.95 / Max: 107.13Min: 8.83 / Avg: 133.01 / Max: 154.89Min: 14.44 / Avg: 123.59 / Max: 143.47Min: 10.25 / Avg: 123.24 / Max: 144.98Min: 24.32 / Avg: 123.31 / Max: 141.92Min: 7.69 / Avg: 181.15 / Max: 213.79Min: 9.16 / Avg: 107.81 / Max: 127.77

LuxCoreRender

Scene: Orange Juice - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20703691215SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 38.6712.3510.795.5811.964.517.216.068.437.615.775.447.104.48MIN: 6.96 / MAX: 10.98MIN: 10.23 / MAX: 17.13MIN: 8.72 / MAX: 14.46MIN: 4.54 / MAX: 6.31MIN: 9.91 / MAX: 16.43MIN: 3.75 / MAX: 4.99MIN: 5.68 / MAX: 9.07MIN: 4.73 / MAX: 7.39MIN: 6.69 / MAX: 10.55MIN: 6.03 / MAX: 9.24MIN: 4.67 / MAX: 6.58MIN: 4.44 / MAX: 6.12MIN: 5.6 / MAX: 8.83MIN: 3.75 / MAX: 4.81

LuxCoreRender

Scene: Orange Juice - Acceleration: GPU

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.01350.0270.04050.0540.06750.0470.0430.0450.0390.0410.0390.0360.0600.0570.0550.0440.0420.0370.041

LuxCoreRender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender 2.5GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 24.55 / Avg: 184.52 / Max: 204.06Min: 25.58 / Avg: 289.86 / Max: 322.93Min: 24.53 / Avg: 241.45 / Max: 268.02Min: 17.2 / Avg: 141.85 / Max: 160.04Min: 36.5 / Avg: 291.82 / Max: 325.14Min: 10.33 / Avg: 114.41 / Max: 131.46Min: 15 / Avg: 199.64 / Max: 226.23Min: 16.95 / Avg: 100.67 / Max: 111.79Min: 8.97 / Avg: 148.65 / Max: 166.02Min: 14.89 / Avg: 137.17 / Max: 151.93Min: 10.12 / Avg: 132.4 / Max: 150.11Min: 24.48 / Avg: 129.94 / Max: 145.97Min: 8.88 / Avg: 191.74 / Max: 216.02Min: 9.26 / Avg: 110.54 / Max: 127.1

LuxCoreRender

Scene: Danish Mood - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20703691215SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 4SE +/- 0.05, N = 3SE +/- 0.04, N = 6SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 36.039.728.003.719.282.885.213.615.814.913.853.585.012.81MIN: 2.03 / MAX: 7.29MIN: 3.01 / MAX: 11.82MIN: 2.38 / MAX: 9.7MIN: 1.18 / MAX: 4.47MIN: 2.69 / MAX: 11.32MIN: 0.92 / MAX: 3.41MIN: 1.69 / MAX: 6.28MIN: 1.15 / MAX: 4.3MIN: 1.82 / MAX: 7.01MIN: 1.66 / MAX: 5.96MIN: 1.19 / MAX: 4.64MIN: 1.17 / MAX: 4.31MIN: 1.68 / MAX: 6.06MIN: 0.88 / MAX: 3.32

LuxCoreRender

Scene: Danish Mood - Acceleration: GPU

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.01010.02020.03030.04040.05050.0370.0380.0380.0290.0360.0270.0290.0410.0450.0420.0320.0300.0290.028

LuxCoreRender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender 2.5GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207050100150200250Min: 25.12 / Avg: 164.19 / Max: 188.82Min: 17.62 / Avg: 254.47 / Max: 299.34Min: 17.86 / Avg: 212.92 / Max: 251.26Min: 17.62 / Avg: 129.45 / Max: 152.4Min: 34.51 / Avg: 257.71 / Max: 300.92Min: 10.33 / Avg: 105.19 / Max: 126.6Min: 15.72 / Avg: 182.81 / Max: 218.35Min: 17.03 / Avg: 88.21 / Max: 103.89Min: 8.65 / Avg: 127.99 / Max: 150.55Min: 15.12 / Avg: 118.17 / Max: 138.72Min: 10.35 / Avg: 119.64 / Max: 142.3Min: 24.47 / Avg: 117.81 / Max: 140.65Min: 8.1 / Avg: 172.01 / Max: 208.66Min: 8.99 / Avg: 99.54 / Max: 124.48

ArrayFire

Test: BLAS OpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS OpenCLRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702K4K6K8K10KSE +/- 17.44, N = 4SE +/- 3.92, N = 4SE +/- 5.63, N = 4SE +/- 7.17, N = 4SE +/- 1.74, N = 4SE +/- 0.91, N = 4SE +/- 12.10, N = 4SE +/- 6.19, N = 4SE +/- 0.72, N = 4SE +/- 0.26, N = 4SE +/- 0.34, N = 4SE +/- 0.43, N = 4SE +/- 8.53, N = 4SE +/- 6.61, N = 45805.758463.767417.893346.888125.712611.244994.933490.165790.345040.873667.173017.864821.382680.121. (CXX) g++ options: -rdynamic

ArrayFire

Test: BLAS OpenCL

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterArrayFire 3.7Test: BLAS OpenCLRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207091827364533.6936.5935.0223.1033.9122.4324.5137.2040.4337.5726.2123.7025.1423.28

ArrayFire

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterArrayFire 3.7GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 23.63 / Avg: 172.34 / Max: 240.96Min: 29.06 / Avg: 231.32 / Max: 326.54Min: 28.27 / Avg: 211.82 / Max: 302.63Min: 17.28 / Avg: 144.9 / Max: 193.12Min: 37.36 / Avg: 239.65 / Max: 337.97Min: 10.29 / Avg: 116.44 / Max: 158.68Min: 14.14 / Avg: 203.83 / Max: 283.43Min: 16.91 / Avg: 93.82 / Max: 127.49Min: 19.65 / Avg: 143.22 / Max: 217.25Min: 23.56 / Avg: 134.18 / Max: 197.58Min: 10.15 / Avg: 139.92 / Max: 193.5Min: 24.52 / Avg: 127.34 / Max: 174.66Min: 8.54 / Avg: 191.79 / Max: 265.53Min: 9.73 / Avg: 115.13 / Max: 157.9

ArrayFire

Test: Conjugate Gradient OpenCL

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.56121.12241.68362.24482.806SE +/- 0.001, N = 10SE +/- 0.000, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 9SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.005, N = 11SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.004, N = 11SE +/- 0.002, N = 101.6681.4751.5552.0741.5132.0761.6402.4942.0872.0831.8972.0891.6772.0911. (CXX) g++ options: -rdynamic

ArrayFire

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterArrayFire 3.7GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704080120160200Min: 24.82 / Avg: 97.23 / Max: 177.43Min: 30.27 / Avg: 135.42 / Max: 244.67Min: 28.16 / Avg: 117.97 / Max: 217.99Min: 17.39 / Avg: 71.22 / Max: 136.43Min: 36.96 / Avg: 136.79 / Max: 242.82Min: 10.29 / Avg: 67.34 / Max: 133.15Min: 15 / Avg: 98.06 / Max: 187.18Min: 16.83 / Avg: 52.82 / Max: 99.99Min: 17.13 / Avg: 64.77 / Max: 127.71Min: 21.33 / Avg: 66.51 / Max: 124.82Min: 10.15 / Avg: 68.19 / Max: 128.5Min: 24.5 / Avg: 71.64 / Max: 136.38Min: 9.41 / Avg: 89.91 / Max: 187.72Min: 9.34 / Avg: 61.74 / Max: 125.97

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702004006008001000SE +/- 0.40, N = 13SE +/- 0.01, N = 14SE +/- 0.07, N = 12SE +/- 0.14, N = 15SE +/- 0.03, N = 13SE +/- 0.08, N = 13SE +/- 0.03, N = 13SE +/- 0.01, N = 11SE +/- 0.25, N = 13SE +/- 0.22, N = 13SE +/- 0.21, N = 13SE +/- 0.07, N = 13SE +/- 0.45, N = 12SE +/- 0.05, N = 15528.73813.57662.39369.30794.55368.68530.29315.44389.26388.87405.76363.95507.08369.261. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702468106.8787.8286.3975.8226.7756.6627.5625.9907.8747.2817.2576.3666.2687.803

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704080120160200Min: 23.83 / Avg: 76.87 / Max: 145.1Min: 29.04 / Avg: 103.93 / Max: 177.24Min: 26.42 / Avg: 103.54 / Max: 221.1Min: 15.67 / Avg: 63.44 / Max: 145.29Min: 34.68 / Avg: 117.28 / Max: 217.73Min: 9.94 / Avg: 55.34 / Max: 150.08Min: 11.13 / Avg: 70.13 / Max: 222.31Min: 17.12 / Avg: 52.66 / Max: 107.78Min: 16.78 / Avg: 49.44 / Max: 106.95Min: 20.9 / Avg: 53.41 / Max: 108.05Min: 9.99 / Avg: 55.91 / Max: 150.17Min: 23.11 / Avg: 57.17 / Max: 154.7Min: 7.35 / Avg: 80.9 / Max: 222.13Min: 8.35 / Avg: 47.32 / Max: 145.02

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20708K16K24K32K40KSE +/- 2.30, N = 14SE +/- 28.06, N = 14SE +/- 69.64, N = 13SE +/- 89.35, N = 15SE +/- 21.75, N = 15SE +/- 77.28, N = 15SE +/- 183.70, N = 15SE +/- 16.58, N = 14SE +/- 12.54, N = 14SE +/- 7.12, N = 15SE +/- 83.80, N = 15SE +/- 77.61, N = 15SE +/- 222.21, N = 15SE +/- 99.77, N = 1521524.4935210.0329577.139258.5833723.347122.6014490.0012561.5620072.7216021.6310434.558456.1713781.337244.691. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207090180270360450310.45368.38327.66159.37330.75136.62169.17347.56429.14326.11200.76143.23174.00154.21

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704080120160200Min: 23.48 / Avg: 69.33 / Max: 141.64Min: 28.19 / Avg: 95.58 / Max: 192.19Min: 25.35 / Avg: 90.27 / Max: 192.09Min: 15.93 / Avg: 58.1 / Max: 155.19Min: 34.02 / Avg: 101.96 / Max: 203.4Min: 10.21 / Avg: 52.14 / Max: 127.6Min: 10.79 / Avg: 85.65 / Max: 239.09Min: 17.22 / Avg: 36.14 / Max: 65.63Min: 16.93 / Avg: 46.77 / Max: 104.9Min: 20.57 / Avg: 49.13 / Max: 100.41Min: 9.8 / Avg: 51.98 / Max: 158.33Min: 23.3 / Avg: 59.04 / Max: 138.83Min: 6.75 / Avg: 79.2 / Max: 222.14Min: 8.75 / Avg: 46.98 / Max: 123.74

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070140280420560700SE +/- 0.84, N = 3SE +/- 0.05, N = 3SE +/- 1.37, N = 3SE +/- 0.84, N = 3SE +/- 1.38, N = 3SE +/- 0.74, N = 3SE +/- 1.27, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.38, N = 3SE +/- 0.96, N = 3SE +/- 0.80, N = 3SE +/- 1.40, N = 3SE +/- 0.74, N = 3368.71652.34545.96345.81623.33263.13548.48214.35362.30303.92378.25305.27522.31267.891. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20701.08292.16583.24874.33165.41453.3853.9633.7503.6783.6613.4344.0064.0044.8134.2524.2833.6324.2013.815

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070306090120150Min: 22.7 / Avg: 108.94 / Max: 119.27Min: 27.48 / Avg: 164.6 / Max: 180.98Min: 25.41 / Avg: 145.59 / Max: 159.18Min: 15.83 / Avg: 94.02 / Max: 108.19Min: 33.8 / Avg: 170.25 / Max: 188.81Min: 10.16 / Avg: 76.62 / Max: 82.94Min: 10.49 / Avg: 136.92 / Max: 151.98Min: 17.16 / Avg: 53.53 / Max: 58.53Min: 16.95 / Avg: 75.28 / Max: 83.33Min: 20.39 / Avg: 71.47 / Max: 77.36Min: 9.74 / Avg: 88.32 / Max: 98.49Min: 22.94 / Avg: 84.06 / Max: 91.05Min: 6.79 / Avg: 124.34 / Max: 136.32Min: 8.1 / Avg: 70.21 / Max: 76.49

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704K8K12K16K20KSE +/- 52.74, N = 13SE +/- 105.32, N = 12SE +/- 110.02, N = 15SE +/- 73.78, N = 15SE +/- 114.00, N = 12SE +/- 85.91, N = 15SE +/- 163.86, N = 15SE +/- 3.88, N = 15SE +/- 62.48, N = 13SE +/- 76.78, N = 15SE +/- 83.89, N = 15SE +/- 83.15, N = 15SE +/- 52.71, N = 12SE +/- 84.44, N = 1510957.1018051.5915474.899079.5417317.317090.6413853.396338.9010264.478378.3910392.338446.2413127.467155.071. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS Per Watt, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704080120160200123.44145.07126.08127.16130.38109.97143.99141.84163.61132.85138.68115.32136.72118.38

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 23.69 / Avg: 88.77 / Max: 226.32Min: 28.15 / Avg: 124.44 / Max: 330.33Min: 25.93 / Avg: 122.74 / Max: 319.24Min: 16.53 / Avg: 71.4 / Max: 225.88Min: 34.84 / Avg: 132.82 / Max: 340.5Min: 10.13 / Avg: 64.48 / Max: 180.27Min: 10.74 / Avg: 96.21 / Max: 283.79Min: 17.42 / Avg: 44.69 / Max: 106.16Min: 17.2 / Avg: 62.74 / Max: 184.61Min: 20.42 / Avg: 63.07 / Max: 173.69Min: 9.76 / Avg: 74.94 / Max: 255.68Min: 23.39 / Avg: 73.24 / Max: 218.19Min: 7.68 / Avg: 96.02 / Max: 266.24Min: 7.86 / Avg: 60.44 / Max: 179.77

vkpeak

fp32-scalar

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

vkpeak

fp32-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20706K12K18K24K30KSE +/- 78.89, N = 3SE +/- 137.76, N = 3SE +/- 75.50, N = 3SE +/- 59.30, N = 3SE +/- 108.44, N = 3SE +/- 42.90, N = 3SE +/- 134.86, N = 3SE +/- 12.40, N = 3SE +/- 58.84, N = 3SE +/- 31.64, N = 3SE +/- 60.73, N = 3SE +/- 43.80, N = 3SE +/- 79.54, N = 3SE +/- 46.44, N = 315511.7527527.9422809.1110886.6525895.838311.4817203.159039.7715292.8512854.4911917.039791.3316487.618451.07

vkpeak

fp16-scalar

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

vkpeak

fp16-vec4

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

vkpeak

fp64-scalar

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

vkpeak

fp64-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070140280420560700SE +/- 0.01, N = 3SE +/- 0.79, N = 3SE +/- 0.35, N = 3SE +/- 0.01, N = 3SE +/- 0.61, N = 3SE +/- 0.65, N = 3SE +/- 1.43, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.31, N = 3SE +/- 0.00, N = 2SE +/- 0.50, N = 3SE +/- 1.31, N = 3SE +/- 0.06, N = 2367.88651.89536.45341.36611.03258.51536.02213.53362.43305.19370.77307.31513.10262.86

vkpeak

int32-scalar

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-scalarRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704K8K12K16K20KSE +/- 0.71, N = 3SE +/- 26.66, N = 3SE +/- 1.14, N = 3SE +/- 1.08, N = 3SE +/- 0.24, N = 3SE +/- 21.65, N = 3SE +/- 44.08, N = 3SE +/- 0.77, N = 3SE +/- 0.75, N = 3SE +/- 8.15, N = 3SE +/- 30.36, N = 3SE +/- 8.24, N = 3SE +/- 43.31, N = 3SE +/- 0.21, N = 311695.9620714.1617087.3310862.1219501.478246.8217030.396809.1811545.089700.5011820.679756.5016358.358365.01

vkpeak

int32-vec4

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

vkpeak

int16-scalar

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

vkpeak

int16-vec4

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-vec4RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704K8K12K16K20KSE +/- 0.81, N = 3SE +/- 4.03, N = 3SE +/- 0.42, N = 3SE +/- 1.82, N = 3SE +/- 4.40, N = 3SE +/- 14.82, N = 3SE +/- 5.90, N = 3SE +/- 7.82, N = 3SE +/- 0.82, N = 3SE +/- 11.39, N = 3SE +/- 0.06, N = 3SE +/- 21.85, N = 3SE +/- 14.70, N = 3SE +/- 0.29, N = 310205.7616881.7614570.689468.3816203.017201.0114765.385969.6510070.328477.2310383.048534.7214076.577362.19

vkpeak

int16-vec4

OpenBenchmarking.orgGIOPS Per Watt, More Is Bettervkpeak 20210424int16-vec4RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2070 SUPERRTX 2080 Ti2040608010063.6763.6866.9764.3360.2457.2369.4269.9182.3776.9467.6770.52

vkpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Bettervkpeak 20210424GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207050100150200250Min: 22.36 / Avg: 160.29 / Max: 216.47Min: 25.05 / Avg: 265.11 / Max: 303.36Min: 18.02 / Avg: 217.56 / Max: 259.06Min: 15.72 / Avg: 147.18 / Max: 200.91Min: 25.9 / Avg: 268.96 / Max: 304.21Min: 10.28 / Avg: 125.83 / Max: 161.95Min: 10.59 / Avg: 212.69 / Max: 285.13Min: 17.22 / Avg: 85.39 / Max: 108.64Min: 16.97 / Avg: 122.25 / Max: 176.97Min: 20.31 / Avg: 110.18 / Max: 153.31Min: 9.79 / Avg: 140.53 / Max: 200.69Min: 24.2 / Avg: 126.12 / Max: 176.14Min: 7.02 / Avg: 199.62 / Max: 265.18Min: 8.79 / Avg: 119.33 / Max: 160.63

PlaidML

FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702004006008001000SE +/- 0.66, N = 5SE +/- 1.07, N = 6SE +/- 0.79, N = 6SE +/- 0.92, N = 5SE +/- 0.74, N = 6SE +/- 0.43, N = 5SE +/- 0.45, N = 6SE +/- 0.20, N = 5SE +/- 0.46, N = 6SE +/- 0.18, N = 5SE +/- 0.45, N = 5SE +/- 0.41, N = 5SE +/- 0.24, N = 6SE +/- 0.55, N = 5513.37816.85730.16442.29789.35378.75652.41340.13495.68456.40472.09418.68638.39380.72

PlaidML

FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20701.20132.40263.60394.80526.00654.2605.1265.1644.3174.9084.0875.1274.3135.3235.0694.5724.0175.3394.161

PlaidML

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 23.12 / Avg: 120.52 / Max: 211.83Min: 28.89 / Avg: 159.36 / Max: 316.05Min: 25.11 / Avg: 141.41 / Max: 283.1Min: 15.55 / Avg: 102.45 / Max: 197.15Min: 34.01 / Avg: 160.84 / Max: 317.93Min: 10.05 / Avg: 92.66 / Max: 166.91Min: 11.31 / Avg: 127.24 / Max: 273.91Min: 16.72 / Avg: 78.86 / Max: 129.09Min: 16.73 / Avg: 93.12 / Max: 179.45Min: 20.62 / Avg: 90.03 / Max: 166.1Min: 9.87 / Avg: 103.25 / Max: 200.52Min: 24.03 / Avg: 104.23 / Max: 185.61Min: 7.81 / Avg: 119.57 / Max: 247.26Min: 8.05 / Avg: 91.49 / Max: 164.16

PlaidML

FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207070140210280350SE +/- 0.72, N = 3SE +/- 0.49, N = 4SE +/- 0.47, N = 4SE +/- 0.75, N = 3SE +/- 0.58, N = 4SE +/- 0.41, N = 3SE +/- 0.54, N = 3SE +/- 0.09, N = 3SE +/- 0.45, N = 3SE +/- 0.35, N = 3SE +/- 0.45, N = 3SE +/- 0.34, N = 3SE +/- 0.63, N = 3SE +/- 0.54, N = 3202.76323.31281.36164.37311.73128.87248.34122.25194.52168.99183.11152.36235.75131.82

PlaidML

FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.40030.80061.20091.60122.00151.3301.7601.6171.3071.6441.1571.7791.2181.6811.4831.3691.1831.7741.202

PlaidML

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 22.68 / Avg: 152.48 / Max: 263.5Min: 21.11 / Avg: 183.73 / Max: 332.84Min: 22.96 / Avg: 173.98 / Max: 309.08Min: 16.18 / Avg: 125.73 / Max: 211.32Min: 30.77 / Avg: 189.57 / Max: 342.33Min: 10.17 / Avg: 111.43 / Max: 177.77Min: 11.09 / Avg: 139.6 / Max: 286.99Min: 16.86 / Avg: 100.38 / Max: 148.11Min: 17.02 / Avg: 115.74 / Max: 209.21Min: 20.65 / Avg: 113.97 / Max: 191.57Min: 10.05 / Avg: 133.77 / Max: 236.77Min: 23.83 / Avg: 128.78 / Max: 219.31Min: 7.59 / Avg: 132.89 / Max: 266.12Min: 9.09 / Avg: 109.66 / Max: 178.18

PlaidML

FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300SE +/- 0.28, N = 3SE +/- 0.33, N = 3SE +/- 0.38, N = 3SE +/- 0.58, N = 3SE +/- 0.52, N = 3SE +/- 0.28, N = 3SE +/- 0.48, N = 3SE +/- 0.06, N = 3SE +/- 0.31, N = 3SE +/- 0.33, N = 3SE +/- 0.32, N = 3SE +/- 0.17, N = 3SE +/- 0.55, N = 3SE +/- 0.39, N = 3160.06257.64223.94129.95248.34101.87197.0997.37154.05133.75145.29120.83187.25104.17

PlaidML

FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.31320.62640.93961.25281.5660.9591.3921.2560.9671.3000.8561.2930.9181.2271.0840.9870.8841.2860.892

PlaidML

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 23.89 / Avg: 166.87 / Max: 265.91Min: 15.86 / Avg: 185.08 / Max: 335.39Min: 16.97 / Avg: 178.26 / Max: 312.08Min: 16.71 / Avg: 134.44 / Max: 215.29Min: 25.48 / Avg: 191.02 / Max: 342.21Min: 10.2 / Avg: 118.94 / Max: 179.25Min: 11.74 / Avg: 152.48 / Max: 281.91Min: 16.92 / Avg: 106.07 / Max: 148.84Min: 17.17 / Avg: 125.6 / Max: 211.58Min: 20.83 / Avg: 123.43 / Max: 194.29Min: 10.15 / Avg: 147.25 / Max: 245.96Min: 23.74 / Avg: 136.71 / Max: 214.78Min: 7.84 / Avg: 145.57 / Max: 287.85Min: 9.32 / Avg: 116.82 / Max: 179.82

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20709K18K27K36K45KSE +/- 101.51, N = 3SE +/- 52.75, N = 3SE +/- 186.45, N = 3SE +/- 29.46, N = 3SE +/- 106.84, N = 3SE +/- 72.46, N = 3SE +/- 46.38, N = 3SE +/- 110.08, N = 3SE +/- 168.57, N = 3SE +/- 77.49, N = 3SE +/- 110.32, N = 3SE +/- 217.96, N = 3SE +/- 103.74, N = 3SE +/- 32.62, N = 331739403483747718660394091468029168186752925326639205761735327734147301. (CXX) g++ options: -flto -pthread

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070306090120150127.97122.61124.1296.28121.7687.36109.66120.65138.85138.97102.8692.34110.9687.93

LeelaChessZero

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.26GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 24.6 / Avg: 248.03 / Max: 286.46Min: 29.54 / Avg: 329.07 / Max: 348.03Min: 27.92 / Avg: 301.95 / Max: 319.38Min: 16.9 / Avg: 193.81 / Max: 219.34Min: 35.82 / Avg: 323.67 / Max: 348.45Min: 10.43 / Avg: 168.04 / Max: 179.55Min: 12.85 / Avg: 265.99 / Max: 287.24Min: 17.05 / Avg: 154.79 / Max: 169.54Min: 17.34 / Avg: 210.69 / Max: 219.68Min: 21.27 / Avg: 191.69 / Max: 199Min: 10.27 / Avg: 200.04 / Max: 227.41Min: 24.04 / Avg: 187.92 / Max: 207.89Min: 8.3 / Avg: 249.95 / Max: 268.12Min: 10.12 / Avg: 167.51 / Max: 179.89

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702004006008001000SE +/- 0.11, N = 9SE +/- 0.18, N = 10SE +/- 0.18, N = 9SE +/- 0.08, N = 8SE +/- 0.37, N = 9SE +/- 0.10, N = 8SE +/- 0.09, N = 9SE +/- 0.11, N = 7SE +/- 0.19, N = 8SE +/- 0.18, N = 8SE +/- 0.11, N = 8SE +/- 0.06, N = 8SE +/- 0.15, N = 8SE +/- 0.10, N = 8539.1825.7672.8396.8804.8396.8567.8318.0393.2393.1437.5392.0545.6396.81. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20701.22112.44223.66334.88446.10554.7675.2924.9114.5465.1054.9615.0644.9645.0195.0055.4274.4664.9825.113

cl-mem

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207050100150200250Min: 23.24 / Avg: 113.08 / Max: 189.74Min: 18.59 / Avg: 156.02 / Max: 292.51Min: 20.25 / Avg: 136.99 / Max: 246.05Min: 17.79 / Avg: 87.29 / Max: 132.34Min: 34.24 / Avg: 157.64 / Max: 290.87Min: 10.47 / Avg: 79.98 / Max: 129.8Min: 15.06 / Avg: 112.12 / Max: 195.96Min: 17.84 / Avg: 64.06 / Max: 98.36Min: 17.31 / Avg: 78.35 / Max: 126.14Min: 21.87 / Avg: 78.55 / Max: 123.63Min: 11.02 / Avg: 80.61 / Max: 127.45Min: 24.21 / Avg: 87.77 / Max: 136.18Min: 9.97 / Avg: 109.52 / Max: 188.91Min: 9.8 / Avg: 77.6 / Max: 124.62

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070160320480640800SE +/- 0.26, N = 9SE +/- 0.18, N = 10SE +/- 0.35, N = 9SE +/- 0.55, N = 8SE +/- 0.48, N = 9SE +/- 0.37, N = 8SE +/- 0.75, N = 9SE +/- 0.12, N = 7SE +/- 0.10, N = 8SE +/- 0.07, N = 8SE +/- 0.31, N = 8SE +/- 0.15, N = 8SE +/- 0.38, N = 8SE +/- 0.35, N = 8516.1745.5646.2330.7733.2333.0494.7302.2380.4383.8347.0314.9447.0324.01. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20701.11332.22663.33994.45325.56654.5244.8884.7883.9054.7684.1994.5644.6474.9484.9364.4883.7434.3754.331

cl-mem

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207050100150200250Min: 23.8 / Avg: 114.09 / Max: 190.34Min: 17.05 / Avg: 152.52 / Max: 286.64Min: 21.36 / Avg: 134.96 / Max: 239.67Min: 15.99 / Avg: 84.69 / Max: 125.4Min: 29.35 / Avg: 153.78 / Max: 282.93Min: 10.16 / Avg: 79.3 / Max: 129.7Min: 12.95 / Avg: 108.39 / Max: 183.61Min: 17.62 / Avg: 65.03 / Max: 98.63Min: 16.68 / Avg: 76.88 / Max: 123.05Min: 21.12 / Avg: 77.75 / Max: 121.59Min: 10.03 / Avg: 77.32 / Max: 125.84Min: 23.9 / Avg: 84.14 / Max: 130.6Min: 8 / Avg: 102.18 / Max: 185.96Min: 8.53 / Avg: 74.8 / Max: 121.92

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207080160240320400SE +/- 0.13, N = 9SE +/- 0.07, N = 10SE +/- 0.20, N = 9SE +/- 0.08, N = 8SE +/- 0.11, N = 9SE +/- 0.08, N = 8SE +/- 0.08, N = 9SE +/- 0.11, N = 7SE +/- 0.14, N = 8SE +/- 0.17, N = 8SE +/- 0.09, N = 8SE +/- 0.04, N = 8SE +/- 0.09, N = 8SE +/- 0.07, N = 8337.6363.0354.7290.2355.0288.2319.3270.0294.9293.2301.7289.0322.8284.61. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.9411.8822.8233.7644.7052.9422.3912.6603.4322.2923.6953.0714.1823.8003.8013.8063.4063.1283.953

cl-mem

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207050100150200250Min: 23.73 / Avg: 114.73 / Max: 189.92Min: 16.8 / Avg: 151.8 / Max: 285.98Min: 23.18 / Avg: 133.35 / Max: 238.39Min: 15.69 / Avg: 84.56 / Max: 125.46Min: 27.47 / Avg: 154.91 / Max: 283.22Min: 10.12 / Avg: 78 / Max: 129.68Min: 11.6 / Avg: 103.98 / Max: 180.72Min: 17.29 / Avg: 64.56 / Max: 98.75Min: 16.58 / Avg: 77.6 / Max: 123.03Min: 20.84 / Avg: 77.13 / Max: 121.01Min: 9.97 / Avg: 79.27 / Max: 124.96Min: 23.54 / Avg: 84.86 / Max: 130.49Min: 6.93 / Avg: 103.2 / Max: 183.17Min: 9.26 / Avg: 71.99 / Max: 119.96

ViennaCL

Test: OpenCL BLAS - sCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sCOPYRTX 2060 SUPERRTX 2070RTX 2080 TiRTX 3060 TiRTX 3070RTX 3080 TiRTX 3070 TiRTX 3090RTX 3080RTX 2080TITAN RTXRTX 3060RTX 2080 SUPERRTX 2070 SUPER80160240320400SE +/- 0.33, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.45, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 32802703042892813583313653562783052752882781. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - sAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sAXPYRTX 2070 SUPERRTX 2080 TiRTX 3080 TiRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070110220330440550SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 33214044894354984803233274033063583593303221. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPYRTX 2060 SUPERRTX 3070RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070130260390520650SE +/- 0.58, N = 3SE +/- 0.33, N = 33683704786075553705924953153714053634773671. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dAXPYRTX 2070 SUPERRTX 3060 TiRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 2080 SUPERRTX 2080 TiRTX 20701603204806408003823995287236293887053885423273974275183881. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOTRTX 2070 SUPERRTX 2080 TiRTX 3070RTX 3080 TiRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 2060 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 2080 SUPERRTX 2070140280420560700SE +/- 0.33, N = 3SE +/- 0.33, N = 33975173986445216576014044015313293984414001. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-NN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NNRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiTITAN RTXRTX 2080 SUPER130260390520650SE +/- 1.20, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 1.00, N = 3SE +/- 1.33, N = 3SE +/- 1.20, N = 3SE +/- 0.67, N = 32442512784692042913383456004993235594963531. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-NT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NTRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080 TiRTX 3080 TiRTX 3070 TiRTX 3090RTX 3080RTX 2080TITAN RTXRTX 3070RTX 3060 TiRTX 2080 SUPER130260390520650SE +/- 1.00, N = 2SE +/- 1.33, N = 3SE +/- 1.33, N = 3SE +/- 1.67, N = 32462502784665613476025013204933392933491. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-TN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TNRTX 3060 TiRTX 2060 SUPERRTX 2070RTX 2080 TiRTX 3070RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiTITAN RTXRTX 3060RTX 2080 SUPERRTX 2070 SUPER130260390520650SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 1.20, N = 3SE +/- 0.67, N = 3SE +/- 3.00, N = 22912432484753373435984983265574862043542831. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-TN

OpenBenchmarking.orgGFLOPs/s Per Watt, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TNRTX 3060RTX 3070RTX 2060 SUPERRTX 2070RTX 3060 TiRTX 3070 TiRTX 3080 TiRTX 2070 SUPERRTX 2080 Ti0.6571.3141.9712.6283.2852.2792.9132.1312.2862.5652.2242.4922.3932.920

ViennaCL

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterViennaCL 1.7.1GPU Power Consumption MonitorRTX 2060 SUPERRTX 3060RTX 3060 TiRTX 3070RTX 2070RTX 2070 SUPERRTX 2080 TiRTX 3080 TiRTX 3070 TiRTX 3090RTX 3080RTX 2080TITAN RTXRTX 2080 SUPER60120180240300Min: 10.23 / Avg: 112.29 / Max: 175.56Min: 17.87 / Avg: 89.5 / Max: 143.83Min: 21.02 / Avg: 113.14 / Max: 193.89Min: 16.74 / Avg: 116.71 / Max: 210.52Min: 9.15 / Avg: 108.47 / Max: 171.14Min: 24.35 / Avg: 118.27 / Max: 183.79Min: 8.1 / Avg: 168.6 / Max: 262.66Min: 36.03 / Avg: 227.48 / Max: 345.41Min: 23.81 / Avg: 154.21 / Max: 246.81Min: 29.57 / Avg: 221.51 / Max: 344.55Min: 26.87 / Avg: 192.92 / Max: 315.16Min: 17.17 / Avg: 122.61 / Max: 209.61Min: 11.06 / Avg: 168.65 / Max: 282.95Min: 10.06 / Avg: 119.75 / Max: 211.54

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Texture Read Bandwidth

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Texture Read BandwidthRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20705001000150020002500SE +/- 1.31, N = 4SE +/- 4.61, N = 3SE +/- 0.73, N = 3SE +/- 1.56, N = 3SE +/- 6.37, N = 3SE +/- 2.79, N = 4SE +/- 3.30, N = 3SE +/- 3.60, N = 4SE +/- 1.91, N = 4SE +/- 2.95, N = 4SE +/- 2.81, N = 3SE +/- 0.65, N = 3SE +/- 1.11, N = 3SE +/- 3.17, N = 32072.972219.902210.171119.862167.411110.731168.301255.282131.072120.831168.271144.901180.651081.441. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Texture Read Bandwidth

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Texture Read BandwidthRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207051015202513.8239.53811.59210.4959.53111.9157.62915.56918.62720.11711.11411.4518.01412.237

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 24 / Avg: 149.96 / Max: 198.78Min: 30.56 / Avg: 232.73 / Max: 305.32Min: 25.49 / Avg: 190.67 / Max: 257.72Min: 15.34 / Avg: 106.71 / Max: 185.55Min: 34.01 / Avg: 227.4 / Max: 307.88Min: 10.35 / Avg: 93.22 / Max: 137.55Min: 11.35 / Avg: 153.13 / Max: 287.43Min: 16.9 / Avg: 80.63 / Max: 108.65Min: 16.92 / Avg: 114.41 / Max: 158.48Min: 20.88 / Avg: 105.42 / Max: 142.98Min: 9.82 / Avg: 105.12 / Max: 198.87Min: 23.17 / Avg: 99.98 / Max: 145.62Min: 6.82 / Avg: 147.32 / Max: 224.7Min: 8.59 / Avg: 88.37 / Max: 135.13

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: FFT SPRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20705001000150020002500SE +/- 0.35, N = 12SE +/- 1.60, N = 13SE +/- 0.32, N = 13SE +/- 0.39, N = 12SE +/- 1.82, N = 13SE +/- 0.12, N = 12SE +/- 0.84, N = 12SE +/- 0.06, N = 12SE +/- 0.32, N = 12SE +/- 0.15, N = 12SE +/- 0.30, N = 12SE +/- 0.30, N = 12SE +/- 1.41, N = 12SE +/- 0.42, N = 121536.782346.131918.511099.392289.54949.961578.37934.171135.091153.041203.711088.041483.30954.251. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: FFT SPRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207061218243021.2224.3322.8021.1023.3522.5724.3324.3525.7225.0325.7621.6324.3524.32

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704080120160200Min: 24.47 / Avg: 72.42 / Max: 108.17Min: 31.07 / Avg: 96.42 / Max: 145.13Min: 26.97 / Avg: 84.14 / Max: 132.2Min: 16.36 / Avg: 52.12 / Max: 131.61Min: 35.34 / Avg: 98.06 / Max: 147.59Min: 10.13 / Avg: 42.08 / Max: 115.84Min: 11.55 / Avg: 64.88 / Max: 203.55Min: 17.51 / Avg: 38.36 / Max: 64.71Min: 17.05 / Avg: 44.14 / Max: 74.86Min: 21.05 / Avg: 46.06 / Max: 75.32Min: 9.98 / Avg: 46.74 / Max: 113.07Min: 23.91 / Avg: 50.3 / Max: 128.47Min: 7.12 / Avg: 60.93 / Max: 200.59Min: 8.79 / Avg: 39.23 / Max: 106.71

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: GEMM SGEMM_N

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: GEMM SGEMM_NRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702K4K6K8K10KSE +/- 5.86, N = 10SE +/- 31.35, N = 12SE +/- 18.49, N = 11SE +/- 1.20, N = 9SE +/- 30.90, N = 12SE +/- 7.64, N = 9SE +/- 26.53, N = 10SE +/- 5.34, N = 9SE +/- 20.27, N = 10SE +/- 2.76, N = 10SE +/- 1.82, N = 10SE +/- 0.86, N = 9SE +/- 27.28, N = 10SE +/- 9.39, N = 94710.768327.846305.823350.008100.683023.535057.652770.783795.353432.763719.303269.424835.133112.871. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: GEMM SGEMM_N

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: GEMM SGEMM_NRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070153045607547.2666.8557.4243.1962.7643.3555.5946.0856.0349.4750.2744.1257.9446.66

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207050100150200250Min: 23.08 / Avg: 99.68 / Max: 209.8Min: 28.97 / Avg: 124.57 / Max: 253.7Min: 26.46 / Avg: 109.81 / Max: 223.88Min: 15.99 / Avg: 77.56 / Max: 187.17Min: 34.21 / Avg: 129.07 / Max: 252Min: 10.2 / Avg: 69.75 / Max: 170.37Min: 10.32 / Avg: 90.99 / Max: 235.32Min: 17.05 / Avg: 60.13 / Max: 152.49Min: 17.04 / Avg: 67.74 / Max: 162.28Min: 20.62 / Avg: 69.39 / Max: 154.07Min: 9.83 / Avg: 73.99 / Max: 192.06Min: 23.69 / Avg: 74.1 / Max: 195.82Min: 6.03 / Avg: 83.45 / Max: 218.2Min: 9 / Avg: 66.72 / Max: 173.96

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: MD5 Hash

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20701020304050SE +/- 0.01, N = 13SE +/- 0.04, N = 14SE +/- 0.00, N = 14SE +/- 0.01, N = 15SE +/- 0.06, N = 14SE +/- 0.01, N = 15SE +/- 0.04, N = 14SE +/- 0.01, N = 12SE +/- 0.05, N = 13SE +/- 0.03, N = 13SE +/- 0.00, N = 13SE +/- 0.01, N = 13SE +/- 0.04, N = 14SE +/- 0.01, N = 1326.2744.1137.5224.0141.8318.3036.7515.1625.5521.6126.4621.3934.9718.671. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: MD5 Hash

OpenBenchmarking.orgGHash/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.13910.27820.41730.55640.69550.3420.4800.4420.3990.4210.3360.6180.2980.4770.3780.4330.3550.5990.371

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207050100150200250Min: 23.35 / Avg: 76.92 / Max: 186.03Min: 28.36 / Avg: 91.96 / Max: 187.69Min: 25.91 / Avg: 84.81 / Max: 186.54Min: 16.16 / Avg: 60.15 / Max: 219.48Min: 33.81 / Avg: 99.29 / Max: 201.41Min: 10.03 / Avg: 54.5 / Max: 179.81Min: 9.7 / Avg: 59.48 / Max: 284.45Min: 17.32 / Avg: 50.8 / Max: 131.38Min: 16.86 / Avg: 53.55 / Max: 135.46Min: 20.52 / Avg: 57.19 / Max: 147.04Min: 9.74 / Avg: 61.06 / Max: 244.68Min: 23.29 / Avg: 60.27 / Max: 204.01Min: 5.42 / Avg: 58.34 / Max: 265.02Min: 8.01 / Avg: 50.26 / Max: 180.05

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: S3D

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207090180270360450SE +/- 0.05, N = 12SE +/- 0.12, N = 13SE +/- 0.19, N = 13SE +/- 0.09, N = 12SE +/- 0.22, N = 13SE +/- 0.04, N = 13SE +/- 0.08, N = 13SE +/- 0.07, N = 13SE +/- 0.16, N = 13SE +/- 0.10, N = 13SE +/- 0.07, N = 13SE +/- 0.09, N = 13SE +/- 0.13, N = 13SE +/- 0.07, N = 13286.11429.60339.02197.21419.33188.78288.60172.08218.31211.72212.74199.72271.25192.711. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: S3D

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702468105.0136.1145.4544.9065.5256.2146.8995.4306.6186.2626.0385.0517.2476.893

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207020406080100Min: 21.7 / Avg: 57.08 / Max: 80.38Min: 27.01 / Avg: 70.27 / Max: 107.53Min: 24.97 / Avg: 62.16 / Max: 90.4Min: 15.7 / Avg: 40.2 / Max: 59.97Min: 33.76 / Avg: 75.89 / Max: 111.58Min: 10.21 / Avg: 30.38 / Max: 48.81Min: 9.98 / Avg: 41.83 / Max: 67.72Min: 17.67 / Avg: 31.69 / Max: 45.44Min: 16.94 / Avg: 32.99 / Max: 48.4Min: 20.44 / Avg: 33.81 / Max: 47.29Min: 9.92 / Avg: 35.24 / Max: 56.73Min: 23.32 / Avg: 39.54 / Max: 58.32Min: 6.3 / Avg: 37.43 / Max: 62.65Min: 8.93 / Avg: 27.96 / Max: 46.09

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20701224364860SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 338.9553.0146.5024.8851.4423.3035.3125.8637.3734.0125.7024.4533.3523.44

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s Per Watt, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.0560.1120.1680.2240.280.2170.1950.1950.1780.1860.1820.1730.2430.2490.2440.1910.1830.1730.190

IndigoBench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterIndigoBench 4.4GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 21.81 / Avg: 179.55 / Max: 212.1Min: 26.37 / Avg: 272.17 / Max: 309.75Min: 23.81 / Avg: 238.22 / Max: 270.71Min: 14.95 / Avg: 139.79 / Max: 178.28Min: 33.36 / Avg: 276.7 / Max: 314.68Min: 9.98 / Avg: 127.71 / Max: 151.56Min: 9.19 / Avg: 204.2 / Max: 251.77Min: 17.26 / Avg: 106.42 / Max: 123.72Min: 16.65 / Avg: 150.08 / Max: 174.37Min: 20.01 / Avg: 139.22 / Max: 161.69Min: 9.85 / Avg: 134.55 / Max: 166.11Min: 22.85 / Avg: 133.71 / Max: 158.28Min: 5.73 / Avg: 192.38 / Max: 237.67Min: 7.93 / Avg: 123.49 / Max: 150.85

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070510152025SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.005, N = 3SE +/- 0.016, N = 3SE +/- 0.003, N = 3SE +/- 0.006, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 313.73320.76517.5417.74220.0377.34711.5928.50412.89211.4517.9687.64811.0317.409

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s Per Watt, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.01780.03560.05340.07120.0890.0700.0680.0660.0520.0650.0540.0530.0750.0790.0760.0570.0550.0530.056

IndigoBench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterIndigoBench 4.4GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 24.42 / Avg: 196.75 / Max: 223.99Min: 31.43 / Avg: 306.83 / Max: 340.89Min: 28.42 / Avg: 266.67 / Max: 299.14Min: 17.59 / Avg: 147.8 / Max: 182.3Min: 37.4 / Avg: 308.74 / Max: 344.6Min: 10.35 / Avg: 135 / Max: 160.32Min: 13.76 / Avg: 219.59 / Max: 260.99Min: 17.24 / Avg: 113.37 / Max: 126.88Min: 16.98 / Avg: 164.1 / Max: 186.35Min: 21.59 / Avg: 151.37 / Max: 170.27Min: 9.99 / Avg: 139.47 / Max: 170.13Min: 23.53 / Avg: 139.08 / Max: 164.04Min: 7.67 / Avg: 206.35 / Max: 245.28Min: 9.45 / Avg: 131.29 / Max: 159.19

Blender

Blend File: BMW27 - Compute: CUDA

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

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 24.91 / Avg: 207.86 / Max: 257.53Min: 23.73 / Avg: 273.12 / Max: 349.15Min: 18.27 / Avg: 256.87 / Max: 319.24Min: 17.78 / Avg: 157.42 / Max: 178.49Min: 37.92 / Avg: 279.31 / Max: 349.61Min: 10.3 / Avg: 131.07 / Max: 152.21Min: 15.06 / Avg: 210.88 / Max: 251.49Min: 16.96 / Avg: 121.03 / Max: 140.67Min: 17.21 / Avg: 168.37 / Max: 208.06Min: 21.47 / Avg: 157.89 / Max: 190.92Min: 10.16 / Avg: 142.89 / Max: 162.07Min: 23.58 / Avg: 145.33 / Max: 164.48Min: 8.44 / Avg: 206.09 / Max: 242.77Min: 8.78 / Avg: 125.91 / Max: 147.21

Blender

Blend File: BMW27 - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: NVIDIA OptiXRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070714212835SE +/- 2.65, N = 15SE +/- 0.01, N = 5SE +/- 0.01, N = 4SE +/- 2.65, N = 15SE +/- 0.01, N = 5SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 4SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 317.099.4811.2829.089.7130.1518.7223.5615.7317.4225.6825.9019.2430.39

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 23.56 / Avg: 159.39 / Max: 223.89Min: 26.45 / Avg: 241.84 / Max: 347.69Min: 25.79 / Avg: 216.67 / Max: 297.94Min: 15.7 / Avg: 128.72 / Max: 160.4Min: 37.48 / Avg: 239.16 / Max: 334.57Min: 10.43 / Avg: 120.35 / Max: 143.73Min: 14.63 / Avg: 181.85 / Max: 226.03Min: 17.09 / Avg: 98.33 / Max: 117.25Min: 17.21 / Avg: 130.86 / Max: 170.36Min: 21.56 / Avg: 124.46 / Max: 158.07Min: 10.19 / Avg: 124.21 / Max: 146.75Min: 24.37 / Avg: 128.12 / Max: 150.98Min: 7.85 / Avg: 176.01 / Max: 222.82Min: 9.49 / Avg: 113.1 / Max: 133.12

Blender

Blend File: Classroom - Compute: CUDA

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CUDARTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207070140210280350SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.41, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 373.4151.2860.87169.3452.64299.30152.70127.1576.0585.37160.42174.29152.39308.70

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 24.89 / Avg: 249.09 / Max: 272.37Min: 26.86 / Avg: 321.23 / Max: 349.09Min: 25.45 / Avg: 297.31 / Max: 319.29Min: 17.59 / Avg: 165.36 / Max: 174.21Min: 27.85 / Avg: 323.56 / Max: 349.68Min: 10.26 / Avg: 123.98 / Max: 129.78Min: 14.19 / Avg: 213.21 / Max: 226.82Min: 16.86 / Avg: 132.6 / Max: 141.31Min: 17.28 / Avg: 200.86 / Max: 218.8Min: 21.35 / Avg: 184.95 / Max: 197.87Min: 10.06 / Avg: 157.38 / Max: 168.43Min: 24.55 / Avg: 151.84 / Max: 160.94Min: 7.75 / Avg: 209.81 / Max: 224.82Min: 9.33 / Avg: 115.78 / Max: 121.1

Blender

Blend File: Classroom - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: NVIDIA OptiXRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070306090120150SE +/- 0.22, N = 3SE +/- 0.31, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.27, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.63, N = 344.1829.9236.0986.7431.68143.4573.4377.8746.9953.6681.8890.5673.30146.54

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 25.65 / Avg: 225.61 / Max: 255.39Min: 26.49 / Avg: 306.86 / Max: 348.89Min: 19.08 / Avg: 282.07 / Max: 318.86Min: 16.99 / Avg: 160.86 / Max: 172.59Min: 26.98 / Avg: 307.46 / Max: 348.97Min: 10.32 / Avg: 126.03 / Max: 132.64Min: 15.06 / Avg: 212.4 / Max: 229.15Min: 17.41 / Avg: 119.16 / Max: 128.49Min: 17.34 / Avg: 179.62 / Max: 201.42Min: 22.06 / Avg: 165.1 / Max: 183.3Min: 10.36 / Avg: 154.11 / Max: 166.8Min: 24.57 / Avg: 150.75 / Max: 161.88Min: 8.56 / Avg: 209.36 / Max: 227.21Min: 9.01 / Avg: 117.03 / Max: 123.34

Blender

Blend File: Fishy Cat - Compute: CUDA

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CUDARTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070306090120150SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 352.6034.4041.4196.8635.46121.5069.4684.5554.1361.6795.6897.7572.42122.65

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 25.49 / Avg: 226.37 / Max: 284.57Min: 26.94 / Avg: 284.46 / Max: 348.56Min: 17.59 / Avg: 264.25 / Max: 319.99Min: 17.6 / Avg: 168.43 / Max: 205.3Min: 28.9 / Avg: 287.09 / Max: 349.6Min: 10.45 / Avg: 140.32 / Max: 178.96Min: 15.26 / Avg: 231.72 / Max: 282.19Min: 16.83 / Avg: 129.69 / Max: 159Min: 16.9 / Avg: 180.28 / Max: 219.08Min: 21.86 / Avg: 168.89 / Max: 198.22Min: 10.52 / Avg: 160.52 / Max: 195.74Min: 24.62 / Avg: 159.89 / Max: 197.49Min: 8.31 / Avg: 217.14 / Max: 262.1Min: 9.23 / Avg: 137.65 / Max: 178.91

Blender

Blend File: Fishy Cat - Compute: NVIDIA OptiX

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

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 23.57 / Avg: 177.5 / Max: 228.71Min: 20.62 / Avg: 268.35 / Max: 346.86Min: 20.45 / Avg: 236.88 / Max: 305.42Min: 15.34 / Avg: 148.27 / Max: 176.33Min: 29.36 / Avg: 270.38 / Max: 347.64Min: 10.34 / Avg: 129.04 / Max: 158.68Min: 15 / Avg: 212.46 / Max: 258.65Min: 17.14 / Avg: 103.57 / Max: 119.03Min: 17.07 / Avg: 147.73 / Max: 173.35Min: 21.91 / Avg: 136.65 / Max: 159.99Min: 10.41 / Avg: 144.65 / Max: 169.7Min: 24.72 / Avg: 140.97 / Max: 162.16Min: 8.16 / Avg: 202.73 / Max: 243.84Min: 10 / Avg: 125.67 / Max: 155.6

Blender

Blend File: Pabellon Barcelona - Compute: CUDA

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

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 25.19 / Avg: 240.72 / Max: 255.61Min: 25.03 / Avg: 331.88 / Max: 348.73Min: 16.96 / Avg: 300.63 / Max: 316.92Min: 17.35 / Avg: 168.7 / Max: 179.57Min: 33.26 / Avg: 333.56 / Max: 349.86Min: 10.34 / Avg: 129.67 / Max: 160.48Min: 14.5 / Avg: 231.41 / Max: 270.34Min: 17.16 / Avg: 130.81 / Max: 136.85Min: 17.09 / Avg: 199.52 / Max: 212.11Min: 21.73 / Avg: 181.6 / Max: 192.03Min: 10.11 / Avg: 161.22 / Max: 172.26Min: 24.44 / Avg: 157.27 / Max: 169.59Min: 8.84 / Avg: 225.45 / Max: 257.46Min: 9.68 / Avg: 125.85 / Max: 157.74

Blender

Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX

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

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 25.5 / Avg: 213.47 / Max: 237.33Min: 33.72 / Avg: 311.84 / Max: 348.97Min: 25.13 / Avg: 271.11 / Max: 312.14Min: 17.18 / Avg: 153.14 / Max: 162.13Min: 30.24 / Avg: 305.06 / Max: 341.15Min: 10.39 / Avg: 124.32 / Max: 143.65Min: 14.71 / Avg: 212.26 / Max: 236.13Min: 17.06 / Avg: 113.57 / Max: 122.88Min: 17.23 / Avg: 164.56 / Max: 178.72Min: 21.8 / Avg: 153.85 / Max: 166.56Min: 10.2 / Avg: 140.78 / Max: 148.97Min: 25.11 / Avg: 145.37 / Max: 154.47Min: 8.98 / Avg: 207.51 / Max: 231.58Min: 9.2 / Avg: 119.7 / Max: 137.34

Blender

Blend File: Barbershop - Compute: CUDA

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CUDARTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702004006008001000SE +/- 0.27, N = 3SE +/- 0.32, N = 3SE +/- 0.45, N = 3SE +/- 0.19, N = 3SE +/- 0.21, N = 3SE +/- 0.20, N = 3SE +/- 0.26, N = 3SE +/- 0.24, N = 3SE +/- 0.24, N = 3SE +/- 0.31, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.25, N = 3SE +/- 0.11, N = 3501.65373.69442.84585.52386.721083.28551.44962.31507.79596.57555.03595.81548.911113.49

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 24.8 / Avg: 198.1 / Max: 214.52Min: 27.64 / Avg: 292.98 / Max: 325.06Min: 21.12 / Avg: 244.54 / Max: 269.54Min: 16.91 / Avg: 145.54 / Max: 154.79Min: 37.44 / Avg: 293.85 / Max: 324.79Min: 10.39 / Avg: 108.28 / Max: 115.49Min: 14.03 / Avg: 191.75 / Max: 206.02Min: 17.1 / Avg: 104.47 / Max: 111.33Min: 16.8 / Avg: 164.67 / Max: 178.62Min: 21.62 / Avg: 150.06 / Max: 161.36Min: 10.23 / Avg: 133.98 / Max: 144.76Min: 24.44 / Avg: 134.19 / Max: 145.4Min: 9.19 / Avg: 179.2 / Max: 194.41Min: 8.78 / Avg: 103.9 / Max: 109.61

Blender

Blend File: Barbershop - Compute: NVIDIA OptiX

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

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 24.62 / Avg: 197.89 / Max: 211.93Min: 20.69 / Avg: 290.77 / Max: 311.99Min: 28.56 / Avg: 243.51 / Max: 259.1Min: 16.31 / Avg: 145.11 / Max: 152.06Min: 28.55 / Avg: 290.17 / Max: 310.01Min: 10.3 / Avg: 107.39 / Max: 112.83Min: 13.06 / Avg: 192.45 / Max: 201.47Min: 16.91 / Avg: 103.34 / Max: 108.8Min: 17.08 / Avg: 163.31 / Max: 173.64Min: 21.52 / Avg: 148.27 / Max: 156.85Min: 10.09 / Avg: 134.05 / Max: 141.11Min: 24.6 / Avg: 132.13 / Max: 141.09Min: 8.26 / Avg: 180.06 / Max: 189.24Min: 8.6 / Avg: 103.18 / Max: 108.29

Chaos Group V-RAY

Mode: NVIDIA CUDA GPU

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20705001000150020002500SE +/- 1.33, N = 3SE +/- 0.88, N = 3SE +/- 2.03, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 1.15, N = 31486209917857802049530100685214171256799793990519

Chaos Group V-RAY

Mode: NVIDIA CUDA GPU

OpenBenchmarking.orgvpaths Per Watt, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207036912157.9657.6117.3866.0977.4195.0665.5738.5709.5329.1506.5766.2455.8145.132

Chaos Group V-RAY

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 5GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 24.82 / Avg: 186.57 / Max: 238.65Min: 22.88 / Avg: 275.78 / Max: 345.85Min: 17.4 / Avg: 241.67 / Max: 307.18Min: 16.37 / Avg: 127.94 / Max: 170.08Min: 29.77 / Avg: 276.19 / Max: 342.2Min: 10.37 / Avg: 104.63 / Max: 141.46Min: 12.82 / Avg: 180.51 / Max: 237.2Min: 17.03 / Avg: 99.42 / Max: 122.95Min: 16.73 / Avg: 148.65 / Max: 187.54Min: 21.38 / Avg: 137.27 / Max: 170.88Min: 10.21 / Avg: 121.5 / Max: 158.56Min: 23.92 / Avg: 126.99 / Max: 163.91Min: 8.7 / Avg: 170.27 / Max: 226.79Min: 8.79 / Avg: 101.13 / Max: 139.35

Chaos Group V-RAY

Mode: NVIDIA RTX GPU

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

Chaos Group V-RAY

Mode: NVIDIA RTX GPU

OpenBenchmarking.orgvrays Per Watt, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704812162012.42010.42810.5389.00210.3937.7278.01812.49713.68213.1368.8348.4938.1447.947

Chaos Group V-RAY

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 5GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 23.53 / Avg: 159.58 / Max: 222.4Min: 20.13 / Avg: 273.98 / Max: 348.06Min: 18.6 / Avg: 225.19 / Max: 282.91Min: 15.12 / Avg: 106.53 / Max: 147.88Min: 30.65 / Avg: 267.68 / Max: 332.62Min: 10.3 / Avg: 103.92 / Max: 134.35Min: 13.09 / Avg: 172.87 / Max: 217.23Min: 17.01 / Avg: 93.46 / Max: 115.93Min: 16.82 / Avg: 133.6 / Max: 167.66Min: 21.38 / Avg: 126.22 / Max: 157.61Min: 9.92 / Avg: 111.04 / Max: 137.53Min: 23.36 / Avg: 118.68 / Max: 146.56Min: 8.19 / Avg: 162.56 / Max: 207.78Min: 8.77 / Avg: 98.78 / Max: 128.98

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070612182430SE +/- 0.003, N = 5SE +/- 0.010, N = 5SE +/- 0.006, N = 5SE +/- 0.023, N = 5SE +/- 0.007, N = 5SE +/- 0.032, N = 5SE +/- 0.032, N = 5SE +/- 0.001, N = 5SE +/- 0.004, N = 5SE +/- 0.006, N = 5SE +/- 0.012, N = 5SE +/- 0.018, N = 5SE +/- 0.020, N = 5SE +/- 0.033, N = 513.5579.30211.26819.0539.56122.32713.56023.13517.54917.67317.51619.88114.78122.2971. (CXX) g++ options: -O3 -pthread

VkResample

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterVkResample 1.0GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 24.18 / Avg: 63.12 / Max: 259.14Min: 19.24 / Avg: 79.24 / Max: 310.69Min: 17.84 / Avg: 69.97 / Max: 240.67Min: 15.06 / Avg: 47.96 / Max: 188.32Min: 25.07 / Avg: 78.5 / Max: 298.79Min: 10.11 / Avg: 42.5 / Max: 175.74Min: 11.1 / Avg: 53.8 / Max: 279.96Min: 17.16 / Avg: 41.38 / Max: 137.83Min: 16.73 / Avg: 45.37 / Max: 188.51Min: 20.97 / Avg: 45.83 / Max: 181.4Min: 9.67 / Avg: 41.06 / Max: 190.48Min: 24.05 / Avg: 49.85 / Max: 188.2Min: 7.55 / Avg: 48.84 / Max: 261.79Min: 8.66 / Avg: 40.58 / Max: 167.46

RealSR-NCNN

Scale: 4x - TAA: Yes

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

RealSR-NCNN

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 23.56 / Avg: 256.67 / Max: 289.82Min: 29.39 / Avg: 293.48 / Max: 347.89Min: 16.1 / Avg: 274.04 / Max: 319.8Min: 14.66 / Avg: 197.25 / Max: 220.04Min: 33.85 / Avg: 290.52 / Max: 342.72Min: 10.27 / Avg: 163 / Max: 182.05Min: 10.91 / Avg: 246.41 / Max: 289.79Min: 16.96 / Avg: 152.33 / Max: 165.57Min: 16.55 / Avg: 195.63 / Max: 219.97Min: 20.71 / Avg: 177.45 / Max: 197.59Min: 9.54 / Avg: 224.56 / Max: 256.88Min: 24.41 / Avg: 196.57 / Max: 219.32Min: 6.77 / Avg: 228.66 / Max: 267.14Min: 8.63 / Avg: 163.5 / Max: 179.97

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20703691215SE +/- 0.008, N = 6SE +/- 0.005, N = 7SE +/- 0.012, N = 7SE +/- 0.020, N = 5SE +/- 0.004, N = 7SE +/- 0.012, N = 4SE +/- 0.014, N = 6SE +/- 0.009, N = 5SE +/- 0.009, N = 6SE +/- 0.004, N = 6SE +/- 0.014, N = 5SE +/- 0.004, N = 5SE +/- 0.008, N = 6SE +/- 0.017, N = 57.0445.5176.0369.4935.63511.6427.33710.3627.8158.3178.88010.1657.62911.493

RealSR-NCNN

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 25.57 / Avg: 156.99 / Max: 288.58Min: 25.56 / Avg: 174.01 / Max: 347.98Min: 24.98 / Avg: 164.12 / Max: 319.36Min: 18.49 / Avg: 132.5 / Max: 220.3Min: 33.92 / Avg: 174.67 / Max: 343.87Min: 10.39 / Avg: 117.69 / Max: 178.33Min: 14.57 / Avg: 151.82 / Max: 287.45Min: 17.89 / Avg: 103.5 / Max: 163.54Min: 17 / Avg: 120.11 / Max: 219.85Min: 21.77 / Avg: 115 / Max: 197.48Min: 10.59 / Avg: 143.63 / Max: 254.77Min: 25.1 / Avg: 137.45 / Max: 219.17Min: 8.81 / Avg: 138.2 / Max: 268.1Min: 10.5 / Avg: 115.36 / Max: 179.65

Waifu2x-NCNN Vulkan

Scale: 2x - Denoise: 3 - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20701.19752.3953.59254.795.9875SE +/- 0.006, N = 9SE +/- 0.003, N = 9SE +/- 0.004, N = 9SE +/- 0.005, N = 8SE +/- 0.001, N = 9SE +/- 0.007, N = 7SE +/- 0.008, N = 8SE +/- 0.003, N = 7SE +/- 0.003, N = 8SE +/- 0.003, N = 8SE +/- 0.006, N = 8SE +/- 0.004, N = 7SE +/- 0.006, N = 8SE +/- 0.008, N = 73.7303.2353.3664.6483.2835.3223.8554.8504.0354.1804.3954.8533.8725.305

Waifu2x-NCNN Vulkan

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207050100150200250Min: 24.7 / Avg: 119.2 / Max: 219.58Min: 24.19 / Avg: 147.96 / Max: 280.17Min: 27.17 / Avg: 132.17 / Max: 254.1Min: 16.36 / Avg: 107.09 / Max: 193.71Min: 25.28 / Avg: 149.87 / Max: 278.37Min: 10.55 / Avg: 92.97 / Max: 166.67Min: 12.78 / Avg: 127.75 / Max: 273.03Min: 16.98 / Avg: 72.98 / Max: 126.61Min: 16.68 / Avg: 88.71 / Max: 173.32Min: 21.37 / Avg: 88.27 / Max: 165.59Min: 10.37 / Avg: 101.02 / Max: 204.13Min: 24.49 / Avg: 99.34 / Max: 189.08Min: 8.13 / Avg: 121.53 / Max: 254.03Min: 9.67 / Avg: 89.87 / Max: 164.95

Betsy GPU Compressor

Codec: ETC1 - Quality: Highest

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPER246810SE +/- 0.014, N = 8SE +/- 0.006, N = 9SE +/- 0.006, N = 9SE +/- 0.011, N = 7SE +/- 0.012, N = 9SE +/- 0.009, N = 74.2493.0123.3175.0173.0846.1391. (CXX) g++ options: -O3 -O2 -lpthread -ldl

Betsy GPU Compressor

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBetsy GPU Compressor 1.1 BetaGPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPER60120180240300Min: 21.42 / Avg: 116.41 / Max: 240.67Min: 15.49 / Avg: 134.01 / Max: 343.7Min: 18.24 / Avg: 134.22 / Max: 318.88Min: 16.21 / Avg: 112.85 / Max: 220.06Min: 34.5 / Avg: 147.1 / Max: 349.26Min: 10.46 / Avg: 93.97 / Max: 179.63

Betsy GPU Compressor

Codec: ETC2 RGB - Quality: Highest

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPER246810SE +/- 0.011, N = 7SE +/- 0.012, N = 8SE +/- 0.008, N = 8SE +/- 0.012, N = 6SE +/- 0.009, N = 8SE +/- 0.018, N = 55.7363.9394.3876.8734.0828.4891. (CXX) g++ options: -O3 -O2 -lpthread -ldl

Betsy GPU Compressor

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBetsy GPU Compressor 1.1 BetaGPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPER60120180240300Min: 22.36 / Avg: 131.75 / Max: 246.51Min: 16.9 / Avg: 159.44 / Max: 346.39Min: 24.07 / Avg: 154.6 / Max: 318.81Min: 16.84 / Avg: 119.47 / Max: 218.79Min: 31.87 / Avg: 170.24 / Max: 349.38Min: 10.32 / Avg: 102.91 / Max: 178.61

RedShift Demo

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207080160240320400SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 0.88, N = 3SE +/- 1.20, N = 3SE +/- 1.00, N = 3SE +/- 0.88, N = 3SE +/- 1.20, N = 3SE +/- 1.67, N = 3SE +/- 1.20, N = 3SE +/- 1.33, N = 3201139164338143376233300227237322351245374

RedShift Demo

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterRedShift Demo 3.0GPU Power Consumption MonitorRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207060120180240300Min: 22.72 / Avg: 211.52 / Max: 232.23Min: 17.4 / Avg: 311.99 / Max: 338.69Min: 16.9 / Avg: 274.12 / Max: 301.76Min: 17.09 / Avg: 158.84 / Max: 173.62Min: 32.17 / Avg: 310.27 / Max: 336.9Min: 10.31 / Avg: 139.21 / Max: 151.91Min: 11.19 / Avg: 225.44 / Max: 251.14Min: 17.35 / Avg: 118.42 / Max: 124.88Min: 16.48 / Avg: 162.56 / Max: 174.82Min: 21.08 / Avg: 154 / Max: 165.39Min: 10 / Avg: 147.76 / Max: 162.3Min: 24.3 / Avg: 144.26 / Max: 158.74Min: 8.38 / Avg: 217.18 / Max: 239.98Min: 9.82 / Avg: 135.21 / Max: 146.97

ViennaCL

Test: OpenCL BLAS - sDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sDOTRTX 2070RTX 2070 SUPERRTX 3060 TiRTX 3070RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 2080 SUPERRTX 2080 Ti80160240320400SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 32582583283263672513632553162892513191. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMV-N

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-NRTX 2060 SUPERRTX 2070 SUPERRTX 3060RTX 3070RTX 3080 TiRTX 3080RTX 2080TITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080 TiRTX 2070100200300400500SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33723702212212302413714622243894603691. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMV-T

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 3080RTX 2080TITAN RTXRTX 3060RTX 2080 SUPER80160240320400SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33253193253753333333673773343723033561. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-TT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TTRTX 3080RTX 2080RTX 3080 TiTITAN RTXRTX 2080 SUPERRTX 2080 Ti120240360480600SE +/- 2.00, N = 25013245604953504681. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-TT

OpenBenchmarking.orgGFLOPs/s Per Watt, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TTRTX 3080RTX 3080 TiTITAN RTXRTX 2080 SUPER0.66041.32081.98122.64163.3022.5972.4622.9352.923

ViennaCL

Test: OpenCL BLAS - dGEMM-NT

OpenBenchmarking.orgGFLOPs/s Per Watt, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NTRTX 2080RTX 2060 SUPERRTX 3060 TiRTX 2070 SUPER0.58861.17721.76582.35442.9432.6102.1912.6162.351

vkpeak

fp64-vec4

OpenBenchmarking.orgGFLOPS Per Watt, More Is Bettervkpeak 20210424fp64-vec4RTX 2080 SUPERRTX 20700.59361.18721.78082.37442.9682.6382.203

ViennaCL

Test: OpenCL BLAS - dDOT

OpenBenchmarking.orgGB/s Per Watt, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOTRTX 2080 Ti0.68991.37982.06972.75963.44953.066

Geometric Mean Of All Test Results

Result Composite - NVIDIA GPU Compute Benchmarks

OpenBenchmarking.orgGeometric Mean, More Is BetterGeometric Mean Of All Test ResultsResult Composite - NVIDIA GPU Compute BenchmarksRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702004006008001000514.29777.82647.44370.12722.36303.03517.29315.46467.70420.61397.44351.58499.23303.86

Phoronix Test Suite v10.8.5