NVIDIA GPU Compute Benchmarks

Benchmarks for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2106089-IB-NVIDIACOM84.

NVIDIA GPU Compute BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads)ASUS ROG CROSSHAIR VIII HERO (3402 BIOS)AMD Starship/Matisse16GB1000GB Sabrent Rocket 4.0 Plus + 2000GBNVIDIA GeForce RTX 2060 SUPER 8GBNVIDIA TU106 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 11.3ext43840x2160ASUS NVIDIA GeForce RTX 2070 8GBNVIDIA GeForce RTX 2070 SUPER 8GBNVIDIA TU104 HD AudioZotac NVIDIA GeForce RTX 2080 8GBNVIDIA GeForce RTX 2080 SUPER 8GBNVIDIA GeForce RTX 2080 Ti 11GBNVIDIA TU102 HD AudioNVIDIA TITAN RTX 24GBeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA GeForce RTX 3060NVIDIA GeForce RTX 3060 Ti 8GBNVIDIA GA104 HD AudioNVIDIA GeForce RTX 3070 8GBNVIDIA GeForce RTX 3070 Ti 8GBNVIDIA GeForce RTX 3080 10GBNVIDIA GA102 HD AudioNVIDIA GeForce RTX 3080 Ti 12GBNVIDIA GeForce RTX 3090 24GBOpenBenchmarking.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 2060 SUPER: GPU Compute Cores: 2176- RTX 2070: GPU Compute Cores: 2304- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080: GPU Compute Cores: 2944- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2080 Ti: GPU Compute Cores: 4352- TITAN RTX: GPU Compute Cores: 4608- RTX 3060: GPU Compute Cores: 3584- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 3070: GPU Compute Cores: 5888- RTX 3070 Ti: GPU Compute Cores: 6144- RTX 3080: GPU Compute Cores: 8704- RTX 3080 Ti: GPU Compute Cores: 10240- RTX 3090: GPU Compute Cores: 10496Python 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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902864314285793984571431291485714493227349900207.99550.155028225.59221.6514480.237811.27242.6832283.9314.133.914.512.882611.242.076368.687122.60263.137090.648314.108311.488298.4616219.42258.32258.518246.828206.715437.697201.01378.75128.87101.8714680396.8333.0288.22803273683884012442442431110.73949.9603023.5318.3010188.78323.2997.34763.8530.15299.30143.45121.5061.15545.19183.311083.281767.4253080322.32776.12311.6425.3226.1398.4893762553723252940517142995712428571314657143500673355538205.30820.152478377.73226.3214636.777995.96242.9420453.8913.263.914.482.812680.122.091369.267244.69267.897155.078449.258451.078439.9516496.22262.90262.868365.018319.685530.457362.19380.72131.82104.1714730396.8324.0284.62703223673884002512502481081.44954.2513112.8718.6702192.70623.4407.40964.8330.39308.70146.54122.6560.40556.43186.121113.491819.2551978522.29774.97511.4935.30537425836931933955900000110499142861535714286580567412388227.94190.143239668.05256.3319471.039219.34258.3637084.9713.104.535.443.583017.862.089363.958456.17305.278446.249780.529791.339764.6719106.95305.23307.319756.509705.636445.648534.72418.68152.36120.8317353392.0314.9289.02783213633823972782782831144.901088.043269.4221.3879199.71724.4517.64851.8525.90174.2990.5697.7551.39361.62130.76595.811011.95793100819.88164.22010.1654.85335125837032537998642857123001428571696733333642760452883244.51840.1380110803.63288.6621586.1810234.25260.4580525.1512.164.695.583.713346.882.074369.309258.58345.819079.5410901.1710886.6510871.1821212.96338.65341.3610862.1210806.247123.959468.38442.29164.37129.9518660396.8330.7290.22783233703884043233203261119.861099.393350.0024.0100197.20624.8817.74251.5229.08169.3486.7496.8650.15354.5129.02585.52975.2278095919.05359.5569.4934.6485.0176.87333825137133432441746057143135967714291893616667712650506217261.56800.1352211622.18314.8523388.2211161.70270.3021475.3712.154.845.773.853667.171.897405.7610434.55378.2510392.3311920.7611917.0311924.6723328.09371.68370.7711820.6711765.097814.8310383.04472.09183.11145.2920576437.5347.0301.72883304054274413533493541168.271203.713719.3026.4571212.73825.7047.96850.7425.68160.4281.8895.6844.55344.55123.53555.03913.2679998117.51654.0688.8804.39532225138935635054074357143178153285712460566667892410644813305.31030.1332414851.91409.0528438.0614731.97359.8439046.8315.286.517.105.014821.381.677507.0813781.33522.3113127.4616498.5116487.6116457.9132202.58513.77513.1016358.3516279.2710811.5714076.57638.39235.75187.2527734545.6447.0322.83044044775185174694664751180.651483.304835.1334.9652271.24733.35211.03138.4919.24152.3973.3072.4233.92283.9698.64548.91899.59990132414.78144.2257.6293.87224531946037546856684485714186879428572583083333944400678875307.58600.1330415431.56425.4528374.4215399.95382.4211537.0416.836.927.215.214994.931.640530.2914490.00548.4813853.3917206.4817203.1517183.0433598.08535.94536.0217030.3916941.2811258.4414765.38652.41248.34197.0929168567.8494.7319.33054034955425314964934861168.301578.375057.6536.7519288.60035.31411.59236.7918.72152.7073.4369.4632.74281.0897.57551.44907.461006138613.56041.9137.3373.8552333164623724952400501428677623285711119700000427609299913182.00350.1547112815.83178.2013379.485883.15293.7797255.3615.364.566.063.613490.162.494315.4412561.56214.356338.906818.809039.776836.8313718.14213.55213.536809.186780.544488.855969.65340.13122.2597.3718675318.0302.2270.02753063153273292042041255.28934.1702770.7815.1591172.08325.8608.50443.8523.56127.1577.8784.5553.92316.30115.21962.31876.68852116823.13567.13410.3624.85030028922130334158442857110687428571589900000587145427989236.50580.1292818247.61255.2219243.598458.84384.1780147.1920.996.047.614.915040.872.083388.8716021.63303.928378.399684.3912854.499720.6719484.46304.87305.199700.509646.856403.148477.23456.40168.99133.7526639393.1383.8293.22893593713993982912932922120.831153.043432.7621.6130211.71734.00611.45131.8217.4285.3753.6661.6739.24218.4582.07596.57552.111256165817.67350.6358.3174.18023732822433340281500000131451714291886685714687591503188267.06980.1261121395.37302.0222837.3710033.78413.1817898.2523.456.988.435.815790.342.087389.2620072.72362.3010264.4711498.1015292.8511572.6023200.57361.24362.4311545.0811492.637629.6710070.32495.68194.52154.0529253393.2380.4294.92813583703973983383393372131.071135.093795.3525.5521218.30637.36612.89228.9515.7376.0546.9954.1333.50189.9172.98507.79466.421417182817.54946.6337.8154.03522732622133341477457143133751285711916942857720064512713267.28190.1248521337.83305.0423025.8710120.80454.4966168.7123.777.418.676.035805.751.668528.7321524.49368.7110957.1011707.8715511.7511727.9223509.08366.91367.8811695.9611649.907730.7510205.76513.37202.76160.0631739539.1516.1337.63314354785285213453473432072.971536.784710.7626.2725286.10738.94713.73327.8017.0973.4144.1852.6034.17184.7667.18501.65459.781486198213.55740.5647.0443.7304.2495.73620158962414286192576285712738585714991970719975321.33050.1209929218.85421.8831733.3013956.21568.25721211.6728.209.9910.798.007417.891.555662.3929577.13545.9615474.8917183.8522809.1117097.7834278.04534.50536.4517087.3317024.2711290.9814570.68730.16281.36223.9437477672.8646.2354.73564805556296014995014982210.171918.516305.8237.5181339.02346.49617.54121.9411.2860.8736.0941.4122.79146.2952.80442.84407.331785237311.26832.3706.0363.3663.3174.387164367241377501658464857142166024285730701571431097120807600335.09810.1206632644.68469.1635590.0715545.63666.47857513.5133.2511.5411.969.288125.711.513794.5533723.34623.3317317.3119639.6625895.8319465.2739163.48604.88611.0319501.4719408.5612829.1616203.01789.35311.73248.3439409804.8733.2355.03584895927056445595615572167.412289.548100.6841.8308419.32851.44120.03718.859.7152.6431.6835.4619.92124.4345.88386.72358.78204927829.56129.2865.6353.2833.0844.082143363230367560699787000002282825000032425166671153000847886344.98750.1198834169.74494.2437668.3616502.90679.58418114.0634.2711.9912.359.728463.761.475813.5735210.03652.3418051.5920790.4927527.9420789.4841672.10651.06651.8920714.1620597.7013650.6616881.76816.85323.31257.6440348825.7745.5363.03654986077236576006025982219.902346.138327.8444.1102429.59953.01120.76518.369.4851.2829.9234.4019.11120.3844.12373.69345.19209928579.30228.1805.5173.2353.0123.939139OpenBenchmarking.org

Hashcat

Benchmark: MD5

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

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309080M160M240M320M400M293565059.52309117259.03281609895.49323279861.26323346932.18394224162.41385192906.63312210179.80327145754.48354139559.18286407828.12346189621.62337345851.87374409285.12

Hashcat

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.1.1GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.28 / Avg: 97.57 / Max: 178.3Min: 7.46 / Avg: 95.13 / Max: 176.26Min: 24.04 / Avg: 120.58 / Max: 219.05Min: 14.23 / Avg: 117.54 / Max: 220.67Min: 9.64 / Avg: 129.11 / Max: 256.83Min: 6.31 / Avg: 137.17 / Max: 266.52Min: 6.83 / Avg: 147.16 / Max: 327.64Min: 11.84 / Avg: 76.89 / Max: 142.38Min: 9.72 / Avg: 104.41 / Max: 197.38Min: 8.91 / Avg: 113.74 / Max: 219.58Min: 21.02 / Avg: 144.82 / Max: 267.68Min: 6.22 / Avg: 170.32 / Max: 319.66Min: 17.97 / Avg: 195.19 / Max: 349.55Min: 9.63 / Avg: 186.9 / Max: 347.23

Hashcat

Benchmark: SHA1

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

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309030M60M90M120M150M94045209.5497668381.5494933726.51104350302.68105384516.64127340705.79121687941.74102307536.60109455812.73114015304.2491799645.83107438579.04107541023.93118925208.32

Hashcat

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.1.1GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.24 / Avg: 99.94 / Max: 178.82Min: 8.47 / Avg: 98 / Max: 176.61Min: 24.48 / Avg: 116.4 / Max: 207.03Min: 15.12 / Avg: 117.87 / Max: 220.16Min: 9.96 / Avg: 129.02 / Max: 245.03Min: 7.26 / Avg: 139.9 / Max: 266.96Min: 8.98 / Avg: 153.57 / Max: 291.19Min: 12.24 / Avg: 75.87 / Max: 134.17Min: 11.1 / Avg: 101.13 / Max: 185.57Min: 8.78 / Avg: 115.29 / Max: 219.38Min: 22.41 / Avg: 145.7 / Max: 256.56Min: 11.23 / Avg: 179.24 / Max: 319.81Min: 18.72 / Avg: 201.41 / Max: 349.81Min: 11.19 / Avg: 191.95 / Max: 346.02

Hashcat

Benchmark: SHA-512

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

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904M8M12M16M20M13006126.2213497084.8613001337.1913960472.6814124956.0417555452.6316905956.9414388149.7615163734.6816411609.9612784504.7715209447.8315008611.1316765237.41

Hashcat

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.1.1GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.25 / Avg: 99.3 / Max: 177.15Min: 8.58 / Avg: 97.4 / Max: 175.62Min: 24.62 / Avg: 118.12 / Max: 217.44Min: 16.37 / Avg: 121.54 / Max: 219Min: 10.1 / Avg: 134.06 / Max: 254.16Min: 7.14 / Avg: 140.16 / Max: 265.65Min: 10.88 / Avg: 152.79 / Max: 285.56Min: 12.65 / Avg: 77.82 / Max: 138.19Min: 13.07 / Avg: 104.85 / Max: 192.63Min: 8.92 / Avg: 114.96 / Max: 219.08Min: 23.43 / Avg: 149.94 / Max: 266.25Min: 17.41 / Avg: 180.06 / Max: 319.24Min: 21.37 / Avg: 204.56 / Max: 349.26Min: 21.59 / Avg: 193.41 / Max: 346.46

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090200K400K600K800K1000KSE +/- 469.64, N = 11SE +/- 338.47, N = 11SE +/- 1961.31, N = 15SE +/- 447.26, N = 10SE +/- 498.27, N = 10SE +/- 337.46, N = 10SE +/- 555.18, N = 10SE +/- 258.83, N = 11SE +/- 305.81, N = 11SE +/- 535.21, N = 11SE +/- 340.13, N = 11SE +/- 415.55, N = 10SE +/- 815.38, N = 10SE +/- 879.27, N = 1049322750067358056764276071265089241094440042760958714568759172006499197010971201153000

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903K6K9K12K15K8622.058752.068779.9211541.8812169.8811209.3111386.078644.7310048.5912048.437635.728989.328341.169312.46

Hashcat

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.1.1GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309050100150200250Min: 10.2 / Avg: 57.21 / Max: 177.48Min: 9.06 / Avg: 57.21 / Max: 178.38Min: 24.32 / Avg: 66.12 / Max: 219.37Min: 16.35 / Avg: 55.69 / Max: 144Min: 10.16 / Avg: 58.56 / Max: 239.62Min: 7.1 / Avg: 79.61 / Max: 283.43Min: 10.45 / Avg: 82.94 / Max: 284.86Min: 16.91 / Avg: 49.46 / Max: 126.1Min: 12.87 / Avg: 58.43 / Max: 153.15Min: 8.8 / Avg: 57.07 / Max: 165.49Min: 23.82 / Avg: 94.3 / Max: 229.01Min: 21.27 / Avg: 110.35 / Max: 262.34Min: 18.2 / Avg: 131.53 / Max: 299.28Min: 18.55 / Avg: 123.81 / Max: 293.06

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

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

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090160032004800640080004926.054944.904973.294386.734604.786142.105920.115661.316770.977275.864896.675136.914963.495731.54

Hashcat

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.1.1GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.05 / Avg: 71.03 / Max: 178.63Min: 8.25 / Avg: 71.9 / Max: 177.92Min: 24.54 / Avg: 82.92 / Max: 219.51Min: 15.18 / Avg: 103.24 / Max: 218.72Min: 9.99 / Avg: 109.93 / Max: 253.84Min: 6.67 / Avg: 104.98 / Max: 284.33Min: 10.32 / Avg: 114.67 / Max: 299.03Min: 17.05 / Avg: 52.98 / Max: 143.46Min: 12.55 / Avg: 63.21 / Max: 186.18Min: 8.69 / Avg: 69.16 / Max: 219.51Min: 23.68 / Avg: 104.71 / Max: 276.81Min: 20.04 / Avg: 140.16 / Max: 320.48Min: 20.08 / Avg: 162.71 / Max: 349.1Min: 21.72 / Avg: 147.93 / Max: 347.51

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309070140210280350SE +/- 0.40, N = 3SE +/- 0.59, N = 3SE +/- 0.18, N = 3SE +/- 0.35, N = 3SE +/- 0.45, N = 3SE +/- 0.75, N = 3SE +/- 0.59, N = 3SE +/- 0.16, N = 3SE +/- 0.27, N = 3SE +/- 0.47, N = 3SE +/- 0.12, N = 3SE +/- 0.26, N = 3SE +/- 0.79, N = 3SE +/- 0.19, N = 3208.00205.31227.94244.52261.57305.31307.59182.00236.51267.07267.28321.33335.10344.99

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.5061.0121.5182.0242.531.8751.8891.9301.8442.0301.9011.8382.1202.1572.2491.7261.7021.5831.692

FAHBench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309050100150200250Min: 10.05 / Avg: 110.92 / Max: 157.88Min: 8.46 / Avg: 108.71 / Max: 151.8Min: 24.43 / Avg: 118.11 / Max: 164.45Min: 16.45 / Avg: 132.61 / Max: 190.56Min: 9.93 / Avg: 128.84 / Max: 181.24Min: 6.32 / Avg: 160.64 / Max: 233.85Min: 11 / Avg: 167.33 / Max: 233.27Min: 17.19 / Avg: 85.85 / Max: 115.67Min: 12.8 / Avg: 109.67 / Max: 151.59Min: 8.52 / Avg: 118.73 / Max: 166.13Min: 23.55 / Avg: 154.86 / Max: 204.51Min: 19.96 / Avg: 188.85 / Max: 256.08Min: 24.45 / Avg: 211.73 / Max: 281.86Min: 22.04 / Avg: 203.85 / Max: 272.71

NAMD CUDA

ATPase Simulation - 327,506 Atoms

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

NAMD CUDA

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.14GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309050100150200250Min: 10.45 / Avg: 89.15 / Max: 179.33Min: 10.1 / Avg: 91.48 / Max: 185.83Min: 24.55 / Avg: 105.17 / Max: 209.98Min: 17.94 / Avg: 109.88 / Max: 214.11Min: 10.31 / Avg: 108.2 / Max: 235.59Min: 8.71 / Avg: 118.81 / Max: 261.1Min: 13.92 / Avg: 127.32 / Max: 271.84Min: 16.74 / Avg: 81.78 / Max: 148.8Min: 14.43 / Avg: 91.61 / Max: 183.82Min: 8.97 / Avg: 93.12 / Max: 191.12Min: 22.03 / Avg: 54.9 / Max: 229.13Min: 24.86 / Avg: 140.85 / Max: 251.91Min: 17.89 / Avg: 154.79 / Max: 269.76Min: 19 / Avg: 153.25 / Max: 267.87

Mixbench

Backend: NVIDIA CUDA - Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Single PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30907K14K21K28K35KSE +/- 12.37, N = 14SE +/- 6.70, N = 14SE +/- 5.79, N = 14SE +/- 12.22, N = 15SE +/- 124.12, N = 15SE +/- 497.84, N = 15SE +/- 520.86, N = 15SE +/- 1.31, N = 14SE +/- 9.34, N = 14SE +/- 177.14, N = 15SE +/- 213.66, N = 15SE +/- 546.33, N = 15SE +/- 563.16, N = 15SE +/- 561.56, N = 158225.598377.739668.0510803.6311622.1814851.9115431.5612815.8318247.6121395.3721337.8329218.8532644.6834169.741. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Backend: NVIDIA CUDA - Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Single PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650230.25259.33217.99243.67316.62301.00291.75390.76481.61602.37361.63419.95398.39451.72

Mixbench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterMixbench 2020-06-23GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090306090120150Min: 10.09 / Avg: 35.73 / Max: 82.38Min: 9.37 / Avg: 32.3 / Max: 78.95Min: 24.07 / Avg: 44.35 / Max: 95.72Min: 16.5 / Avg: 44.34 / Max: 105.67Min: 10.04 / Avg: 36.71 / Max: 89.26Min: 7.7 / Avg: 49.34 / Max: 121.15Min: 11.54 / Avg: 52.89 / Max: 124.22Min: 16.88 / Avg: 32.8 / Max: 52.19Min: 13.92 / Avg: 37.89 / Max: 62.71Min: 9.03 / Avg: 35.52 / Max: 60.82Min: 22.44 / Avg: 59 / Max: 95.96Min: 26.73 / Avg: 69.58 / Max: 113.82Min: 15.39 / Avg: 81.94 / Max: 138.88Min: 23.78 / Avg: 75.64 / Max: 131.24

Mixbench

Backend: NVIDIA CUDA - Benchmark: Double Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090110220330440550SE +/- 0.24, N = 14SE +/- 0.26, N = 14SE +/- 0.29, N = 14SE +/- 0.41, N = 14SE +/- 1.19, N = 15SE +/- 11.13, N = 15SE +/- 13.41, N = 15SE +/- 0.07, N = 14SE +/- 0.53, N = 14SE +/- 0.66, N = 14SE +/- 1.51, N = 14SE +/- 8.42, N = 15SE +/- 8.40, N = 15SE +/- 10.54, N = 15221.65226.32256.33288.66314.85409.05425.45178.20255.22302.02305.04421.88469.16494.241. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Backend: NVIDIA CUDA - Benchmark: Double Precision

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902468106.3606.7535.9626.7447.9888.8288.2555.4766.7688.5435.3076.2355.7956.712

Mixbench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterMixbench 2020-06-23GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090306090120150Min: 10.11 / Avg: 34.85 / Max: 76.06Min: 8.64 / Avg: 33.51 / Max: 78.65Min: 23.73 / Avg: 43 / Max: 75.46Min: 15.7 / Avg: 42.8 / Max: 99.04Min: 9.8 / Avg: 39.42 / Max: 71.47Min: 6.48 / Avg: 46.34 / Max: 131.85Min: 10.07 / Avg: 51.54 / Max: 120.68Min: 16.56 / Avg: 32.54 / Max: 52.17Min: 13.18 / Avg: 37.71 / Max: 62.35Min: 8.82 / Avg: 35.35 / Max: 58.86Min: 22.32 / Avg: 57.48 / Max: 92.48Min: 20.23 / Avg: 67.66 / Max: 111.37Min: 17.99 / Avg: 80.96 / Max: 134.27Min: 18.23 / Avg: 73.63 / Max: 125.87

Mixbench

Backend: NVIDIA CUDA - Benchmark: Half Precision

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

Mixbench

Backend: NVIDIA CUDA - Benchmark: Half Precision

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090140280420560700402.14469.63443.16500.46573.84634.30564.15409.03530.56661.41410.53473.83442.52524.50

Mixbench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterMixbench 2020-06-23GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309020406080100Min: 10.09 / Avg: 36.01 / Max: 83.56Min: 8.51 / Avg: 31.17 / Max: 76.6Min: 23.8 / Avg: 43.94 / Max: 90.37Min: 15.26 / Avg: 43.13 / Max: 94.04Min: 9.65 / Avg: 40.76 / Max: 85.45Min: 6.48 / Avg: 44.83 / Max: 85.69Min: 9.81 / Avg: 50.3 / Max: 120.73Min: 16.67 / Avg: 32.71 / Max: 52.26Min: 12.14 / Avg: 36.27 / Max: 61.97Min: 8.76 / Avg: 34.53 / Max: 59.9Min: 21.99 / Avg: 56.09 / Max: 91.85Min: 18.2 / Avg: 66.97 / Max: 110.38Min: 26.57 / Avg: 80.43 / Max: 130.18Min: 16.25 / Avg: 71.82 / Max: 124.1

Mixbench

Backend: NVIDIA CUDA - Benchmark: Integer

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 74.45, N = 15SE +/- 44.96, N = 15SE +/- 0.86, N = 14SE +/- 5.84, N = 14SE +/- 1.25, N = 14SE +/- 340.68, N = 15SE +/- 379.98, N = 15SE +/- 0.32, N = 14SE +/- 0.45, N = 14SE +/- 0.87, N = 14SE +/- 10.76, N = 15SE +/- 265.32, N = 15SE +/- 306.59, N = 15SE +/- 363.78, N = 157811.277995.969219.3410234.2511161.7014731.9715399.955883.158458.8410033.7810120.8013956.2115545.6316502.901. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Backend: NVIDIA CUDA - Benchmark: Integer

OpenBenchmarking.orgGIOPS Per Watt, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309070140210280350215.20244.38210.60236.26278.44313.08311.90181.53230.78291.74174.40213.35195.08225.05

Mixbench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterMixbench 2020-06-23GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090306090120150Min: 9.99 / Avg: 36.3 / Max: 83.91Min: 8.69 / Avg: 32.72 / Max: 78.1Min: 23.92 / Avg: 43.78 / Max: 92.24Min: 15 / Avg: 43.32 / Max: 85.96Min: 9.87 / Avg: 40.09 / Max: 95.14Min: 6.43 / Avg: 47.06 / Max: 104.62Min: 8.31 / Avg: 49.38 / Max: 112.81Min: 16.66 / Avg: 32.41 / Max: 52.09Min: 12.43 / Avg: 36.65 / Max: 60.96Min: 8.64 / Avg: 34.39 / Max: 59.56Min: 22.16 / Avg: 58.03 / Max: 92.85Min: 17.86 / Avg: 65.41 / Max: 106.54Min: 25.14 / Avg: 79.69 / Max: 134.35Min: 20.23 / Avg: 73.33 / Max: 124.31

OctaneBench

Total Score

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

OctaneBench

Total Score

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 2020.1Total ScoreRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.53871.07741.61612.15482.69351.6601.7101.7051.5871.7641.6111.6202.3942.3442.3751.9911.9212.0112.019

OctaneBench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 2020.1GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.05 / Avg: 146.2 / Max: 175.3Min: 8.44 / Avg: 142.06 / Max: 172.55Min: 23.17 / Avg: 151.52 / Max: 185.74Min: 15.13 / Avg: 164.14 / Max: 209.99Min: 9.83 / Avg: 153.21 / Max: 200.52Min: 6.48 / Avg: 223.31 / Max: 264Min: 8.82 / Avg: 236.07 / Max: 286.6Min: 16.55 / Avg: 122.74 / Max: 131.04Min: 11.96 / Avg: 163.9 / Max: 178.59Min: 9.01 / Avg: 173.99 / Max: 196.63Min: 22.22 / Avg: 228.3 / Max: 242.01Min: 17.9 / Avg: 295.8 / Max: 318.79Min: 31.05 / Avg: 331.38 / Max: 349.26Min: 17.94 / Avg: 336.55 / Max: 347.62

LuxCoreRender

Scene: DLSC - Acceleration: GPU

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

LuxCoreRender

Scene: DLSC - Acceleration: GPU

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.01420.02840.04260.05680.0710.0320.0330.0370.0460.0380.0340.0330.0520.0510.0540.0630.0450.0430.046

LuxCoreRender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender 2.5GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.34 / Avg: 123.07 / Max: 133.26Min: 9.27 / Avg: 116.55 / Max: 126.75Min: 24.66 / Avg: 136.16 / Max: 147.06Min: 15.09 / Avg: 111.34 / Max: 161.81Min: 10.52 / Avg: 141.04 / Max: 152.35Min: 9.58 / Avg: 201.96 / Max: 220.18Min: 15.27 / Avg: 210.39 / Max: 229.52Min: 17.28 / Avg: 103.82 / Max: 112.34Min: 15.16 / Avg: 141.21 / Max: 152.45Min: 9.3 / Avg: 153.42 / Max: 165.84Min: 23.02 / Avg: 139.13 / Max: 203.93Min: 19.96 / Avg: 257.71 / Max: 277.65Min: 34.51 / Avg: 313.62 / Max: 337.89Min: 32.4 / Avg: 304.34 / Max: 328.84

LuxCoreRender

Scene: Rainbow Colors and Prism - Acceleration: GPU

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

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.04880.09760.14640.19520.2440.1310.1260.1150.1060.1110.1010.1070.1730.1860.2170.1640.1510.1600.166

LuxCoreRender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender 2.5GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.35 / Avg: 108.15 / Max: 147.61Min: 10.25 / Avg: 105.55 / Max: 139.93Min: 24.69 / Avg: 113.74 / Max: 145.57Min: 17.23 / Avg: 114.88 / Max: 145.4Min: 10.52 / Avg: 109.85 / Max: 140.58Min: 9.58 / Avg: 151.25 / Max: 207.44Min: 14.85 / Avg: 157.68 / Max: 218.08Min: 16.83 / Avg: 88.72 / Max: 120.08Min: 15.14 / Avg: 113.14 / Max: 161.22Min: 8.99 / Avg: 107.95 / Max: 172.87Min: 25.07 / Avg: 145.33 / Max: 215.28Min: 24.9 / Avg: 186.73 / Max: 280.55Min: 27.21 / Avg: 207.69 / Max: 330.8Min: 18.98 / Avg: 206.99 / Max: 335.49

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: GPU

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

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: GPU

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.01350.0270.04050.0540.06750.0350.0360.0370.0470.0390.0360.0360.0490.0490.0520.0600.0440.0430.045

LuxCoreRender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender 2.5GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.29 / Avg: 111.76 / Max: 130.68Min: 9.16 / Avg: 107.81 / Max: 127.77Min: 24.32 / Avg: 123.31 / Max: 141.92Min: 15.06 / Avg: 99.05 / Max: 156.24Min: 10.25 / Avg: 123.24 / Max: 144.98Min: 7.69 / Avg: 181.15 / Max: 213.79Min: 13.92 / Avg: 193.81 / Max: 230.16Min: 16.91 / Avg: 92.95 / Max: 107.13Min: 14.44 / Avg: 123.59 / Max: 143.47Min: 8.83 / Avg: 133.01 / Max: 154.89Min: 22.55 / Avg: 123.28 / Max: 193.74Min: 27.61 / Avg: 225.09 / Max: 259.13Min: 29.91 / Avg: 270.42 / Max: 312.45Min: 22.13 / Avg: 268.96 / Max: 311.28

LuxCoreRender

Scene: Orange Juice - Acceleration: GPU

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

LuxCoreRender

Scene: Orange Juice - Acceleration: GPU

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.01350.0270.04050.0540.06750.0390.0410.0420.0390.0440.0370.0360.0600.0550.0570.0470.0450.0410.043

LuxCoreRender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender 2.5GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.33 / Avg: 114.41 / Max: 131.46Min: 9.26 / Avg: 110.54 / Max: 127.1Min: 24.48 / Avg: 129.94 / Max: 145.97Min: 17.2 / Avg: 141.85 / Max: 160.04Min: 10.12 / Avg: 132.4 / Max: 150.11Min: 8.88 / Avg: 191.74 / Max: 216.02Min: 15 / Avg: 199.64 / Max: 226.23Min: 16.95 / Avg: 100.67 / Max: 111.79Min: 14.89 / Avg: 137.17 / Max: 151.93Min: 8.97 / Avg: 148.65 / Max: 166.02Min: 24.55 / Avg: 184.52 / Max: 204.06Min: 24.53 / Avg: 241.45 / Max: 268.02Min: 36.5 / Avg: 291.82 / Max: 325.14Min: 25.58 / Avg: 289.86 / Max: 322.93

LuxCoreRender

Scene: Danish Mood - Acceleration: GPU

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

LuxCoreRender

Scene: Danish Mood - Acceleration: GPU

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.01010.02020.03030.04040.05050.0270.0280.0300.0290.0320.0290.0290.0410.0420.0450.0370.0380.0360.038

LuxCoreRender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender 2.5GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309050100150200250Min: 10.33 / Avg: 105.19 / Max: 126.6Min: 8.99 / Avg: 99.54 / Max: 124.48Min: 24.47 / Avg: 117.81 / Max: 140.65Min: 17.62 / Avg: 129.45 / Max: 152.4Min: 10.35 / Avg: 119.64 / Max: 142.3Min: 8.1 / Avg: 172.01 / Max: 208.66Min: 15.72 / Avg: 182.81 / Max: 218.35Min: 17.03 / Avg: 88.21 / Max: 103.89Min: 15.12 / Avg: 118.17 / Max: 138.72Min: 8.65 / Avg: 127.99 / Max: 150.55Min: 25.12 / Avg: 164.19 / Max: 188.82Min: 17.86 / Avg: 212.92 / Max: 251.26Min: 34.51 / Avg: 257.71 / Max: 300.92Min: 17.62 / Avg: 254.47 / Max: 299.34

ArrayFire

Test: BLAS OpenCL

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

ArrayFire

Test: BLAS OpenCL

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterArrayFire 3.7Test: BLAS OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309091827364522.4323.2823.7023.1026.2125.1424.5137.2037.5740.4333.6935.0233.9136.59

ArrayFire

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterArrayFire 3.7GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.29 / Avg: 116.44 / Max: 158.68Min: 9.73 / Avg: 115.13 / Max: 157.9Min: 24.52 / Avg: 127.34 / Max: 174.66Min: 17.28 / Avg: 144.9 / Max: 193.12Min: 10.15 / Avg: 139.92 / Max: 193.5Min: 8.54 / Avg: 191.79 / Max: 265.53Min: 14.14 / Avg: 203.83 / Max: 283.43Min: 16.91 / Avg: 93.82 / Max: 127.49Min: 23.56 / Avg: 134.18 / Max: 197.58Min: 19.65 / Avg: 143.22 / Max: 217.25Min: 23.63 / Avg: 172.34 / Max: 240.96Min: 28.27 / Avg: 211.82 / Max: 302.63Min: 37.36 / Avg: 239.65 / Max: 337.97Min: 29.06 / Avg: 231.32 / Max: 326.54

ArrayFire

Test: Conjugate Gradient OpenCL

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.56121.12241.68362.24482.806SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 9SE +/- 0.001, N = 10SE +/- 0.004, N = 11SE +/- 0.005, N = 11SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.000, N = 102.0762.0912.0892.0741.8971.6771.6402.4942.0832.0871.6681.5551.5131.4751. (CXX) g++ options: -rdynamic

ArrayFire

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterArrayFire 3.7GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904080120160200Min: 10.29 / Avg: 67.34 / Max: 133.15Min: 9.34 / Avg: 61.74 / Max: 125.97Min: 24.5 / Avg: 71.64 / Max: 136.38Min: 17.39 / Avg: 71.22 / Max: 136.43Min: 10.15 / Avg: 68.19 / Max: 128.5Min: 9.41 / Avg: 89.91 / Max: 187.72Min: 15 / Avg: 98.06 / Max: 187.18Min: 16.83 / Avg: 52.82 / Max: 99.99Min: 21.33 / Avg: 66.51 / Max: 124.82Min: 17.13 / Avg: 64.77 / Max: 127.71Min: 24.82 / Avg: 97.23 / Max: 177.43Min: 28.16 / Avg: 117.97 / Max: 217.99Min: 36.96 / Avg: 136.79 / Max: 242.82Min: 30.27 / Avg: 135.42 / Max: 244.67

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902004006008001000SE +/- 0.08, N = 13SE +/- 0.05, N = 15SE +/- 0.07, N = 13SE +/- 0.14, N = 15SE +/- 0.21, N = 13SE +/- 0.45, N = 12SE +/- 0.03, N = 13SE +/- 0.01, N = 11SE +/- 0.22, N = 13SE +/- 0.25, N = 13SE +/- 0.40, N = 13SE +/- 0.07, N = 12SE +/- 0.03, N = 13SE +/- 0.01, N = 14368.68369.26363.95369.30405.76507.08530.29315.44388.87389.26528.73662.39794.55813.571. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902468106.6627.8036.3665.8227.2576.2687.5625.9907.2817.8746.8786.3976.7757.828

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904080120160200Min: 9.94 / Avg: 55.34 / Max: 150.08Min: 8.35 / Avg: 47.32 / Max: 145.02Min: 23.11 / Avg: 57.17 / Max: 154.7Min: 15.67 / Avg: 63.44 / Max: 145.29Min: 9.99 / Avg: 55.91 / Max: 150.17Min: 7.35 / Avg: 80.9 / Max: 222.13Min: 11.13 / Avg: 70.13 / Max: 222.31Min: 17.12 / Avg: 52.66 / Max: 107.78Min: 20.9 / Avg: 53.41 / Max: 108.05Min: 16.78 / Avg: 49.44 / Max: 106.95Min: 23.83 / Avg: 76.87 / Max: 145.1Min: 26.42 / Avg: 103.54 / Max: 221.1Min: 34.68 / Avg: 117.28 / Max: 217.73Min: 29.04 / Avg: 103.93 / Max: 177.24

clpeak

OpenCL Test: Single-Precision Float

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

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309090180270360450136.62154.21143.23159.37200.76174.00169.17347.56326.11429.14310.45327.66330.75368.38

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904080120160200Min: 10.21 / Avg: 52.14 / Max: 127.6Min: 8.75 / Avg: 46.98 / Max: 123.74Min: 23.3 / Avg: 59.04 / Max: 138.83Min: 15.93 / Avg: 58.1 / Max: 155.19Min: 9.8 / Avg: 51.98 / Max: 158.33Min: 6.75 / Avg: 79.2 / Max: 222.14Min: 10.79 / Avg: 85.65 / Max: 239.09Min: 17.22 / Avg: 36.14 / Max: 65.63Min: 20.57 / Avg: 49.13 / Max: 100.41Min: 16.93 / Avg: 46.77 / Max: 104.9Min: 23.48 / Avg: 69.33 / Max: 141.64Min: 25.35 / Avg: 90.27 / Max: 192.09Min: 34.02 / Avg: 101.96 / Max: 203.4Min: 28.19 / Avg: 95.58 / Max: 192.19

clpeak

OpenCL Test: Double-Precision Double

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

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901.08292.16583.24874.33165.41453.4343.8153.6323.6784.2834.2014.0064.0044.2524.8133.3853.7503.6613.963

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090306090120150Min: 10.16 / Avg: 76.62 / Max: 82.94Min: 8.1 / Avg: 70.21 / Max: 76.49Min: 22.94 / Avg: 84.06 / Max: 91.05Min: 15.83 / Avg: 94.02 / Max: 108.19Min: 9.74 / Avg: 88.32 / Max: 98.49Min: 6.79 / Avg: 124.34 / Max: 136.32Min: 10.49 / Avg: 136.92 / Max: 151.98Min: 17.16 / Avg: 53.53 / Max: 58.53Min: 20.39 / Avg: 71.47 / Max: 77.36Min: 16.95 / Avg: 75.28 / Max: 83.33Min: 22.7 / Avg: 108.94 / Max: 119.27Min: 25.41 / Avg: 145.59 / Max: 159.18Min: 33.8 / Avg: 170.25 / Max: 188.81Min: 27.48 / Avg: 164.6 / Max: 180.98

clpeak

OpenCL Test: Integer Compute INT

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

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS Per Watt, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904080120160200109.97118.38115.32127.16138.68136.72143.99141.84132.85163.61123.44126.08130.38145.07

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.13 / Avg: 64.48 / Max: 180.27Min: 7.86 / Avg: 60.44 / Max: 179.77Min: 23.39 / Avg: 73.24 / Max: 218.19Min: 16.53 / Avg: 71.4 / Max: 225.88Min: 9.76 / Avg: 74.94 / Max: 255.68Min: 7.68 / Avg: 96.02 / Max: 266.24Min: 10.74 / Avg: 96.21 / Max: 283.79Min: 17.42 / Avg: 44.69 / Max: 106.16Min: 20.42 / Avg: 63.07 / Max: 173.69Min: 17.2 / Avg: 62.74 / Max: 184.61Min: 23.69 / Avg: 88.77 / Max: 226.32Min: 25.93 / Avg: 122.74 / Max: 319.24Min: 34.84 / Avg: 132.82 / Max: 340.5Min: 28.15 / Avg: 124.44 / Max: 330.33

vkpeak

fp32-scalar

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

vkpeak

fp32-vec4

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

vkpeak

fp16-scalar

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

vkpeak

fp16-vec4

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

vkpeak

fp64-scalar

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

vkpeak

fp64-vec4

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

vkpeak

int32-scalar

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

vkpeak

int32-vec4

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

vkpeak

int16-scalar

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

vkpeak

int16-vec4

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

vkpeak

int16-vec4

OpenBenchmarking.orgGIOPS Per Watt, More Is Bettervkpeak 20210424int16-vec4RTX 2060 SUPERRTX 2070 SUPERRTX 2080RTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902040608010057.2367.6764.3370.5269.4269.9176.9482.3763.6766.9760.2463.68

vkpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Bettervkpeak 20210424GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309050100150200250Min: 10.28 / Avg: 125.83 / Max: 161.95Min: 8.79 / Avg: 119.33 / Max: 160.63Min: 24.2 / Avg: 126.12 / Max: 176.14Min: 15.72 / Avg: 147.18 / Max: 200.91Min: 9.79 / Avg: 140.53 / Max: 200.69Min: 7.02 / Avg: 199.62 / Max: 265.18Min: 10.59 / Avg: 212.69 / Max: 285.13Min: 17.22 / Avg: 85.39 / Max: 108.64Min: 20.31 / Avg: 110.18 / Max: 153.31Min: 16.97 / Avg: 122.25 / Max: 176.97Min: 22.36 / Avg: 160.29 / Max: 216.47Min: 18.02 / Avg: 217.56 / Max: 259.06Min: 25.9 / Avg: 268.96 / Max: 304.21Min: 25.05 / Avg: 265.11 / Max: 303.36

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902004006008001000SE +/- 0.43, N = 5SE +/- 0.55, N = 5SE +/- 0.41, N = 5SE +/- 0.92, N = 5SE +/- 0.45, N = 5SE +/- 0.24, N = 6SE +/- 0.45, N = 6SE +/- 0.20, N = 5SE +/- 0.18, N = 5SE +/- 0.46, N = 6SE +/- 0.66, N = 5SE +/- 0.79, N = 6SE +/- 0.74, N = 6SE +/- 1.07, N = 6378.75380.72418.68442.29472.09638.39652.41340.13456.40495.68513.37730.16789.35816.85

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901.20132.40263.60394.80526.00654.0874.1614.0174.3174.5725.3395.1274.3135.0695.3234.2605.1644.9085.126

PlaidML

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.05 / Avg: 92.66 / Max: 166.91Min: 8.05 / Avg: 91.49 / Max: 164.16Min: 24.03 / Avg: 104.23 / Max: 185.61Min: 15.55 / Avg: 102.45 / Max: 197.15Min: 9.87 / Avg: 103.25 / Max: 200.52Min: 7.81 / Avg: 119.57 / Max: 247.26Min: 11.31 / Avg: 127.24 / Max: 273.91Min: 16.72 / Avg: 78.86 / Max: 129.09Min: 20.62 / Avg: 90.03 / Max: 166.1Min: 16.73 / Avg: 93.12 / Max: 179.45Min: 23.12 / Avg: 120.52 / Max: 211.83Min: 25.11 / Avg: 141.41 / Max: 283.1Min: 34.01 / Avg: 160.84 / Max: 317.93Min: 28.89 / Avg: 159.36 / Max: 316.05

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309070140210280350SE +/- 0.41, N = 3SE +/- 0.54, N = 3SE +/- 0.34, N = 3SE +/- 0.75, N = 3SE +/- 0.45, N = 3SE +/- 0.63, N = 3SE +/- 0.54, N = 3SE +/- 0.09, N = 3SE +/- 0.35, N = 3SE +/- 0.45, N = 3SE +/- 0.72, N = 3SE +/- 0.47, N = 4SE +/- 0.58, N = 4SE +/- 0.49, N = 4128.87131.82152.36164.37183.11235.75248.34122.25168.99194.52202.76281.36311.73323.31

PlaidML

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

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.40030.80061.20091.60122.00151.1571.2021.1831.3071.3691.7741.7791.2181.4831.6811.3301.6171.6441.760

PlaidML

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.17 / Avg: 111.43 / Max: 177.77Min: 9.09 / Avg: 109.66 / Max: 178.18Min: 23.83 / Avg: 128.78 / Max: 219.31Min: 16.18 / Avg: 125.73 / Max: 211.32Min: 10.05 / Avg: 133.77 / Max: 236.77Min: 7.59 / Avg: 132.89 / Max: 266.12Min: 11.09 / Avg: 139.6 / Max: 286.99Min: 16.86 / Avg: 100.38 / Max: 148.11Min: 20.65 / Avg: 113.97 / Max: 191.57Min: 17.02 / Avg: 115.74 / Max: 209.21Min: 22.68 / Avg: 152.48 / Max: 263.5Min: 22.96 / Avg: 173.98 / Max: 309.08Min: 30.77 / Avg: 189.57 / Max: 342.33Min: 21.11 / Avg: 183.73 / Max: 332.84

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300SE +/- 0.28, N = 3SE +/- 0.39, N = 3SE +/- 0.17, N = 3SE +/- 0.58, N = 3SE +/- 0.32, N = 3SE +/- 0.55, N = 3SE +/- 0.48, N = 3SE +/- 0.06, N = 3SE +/- 0.33, N = 3SE +/- 0.31, N = 3SE +/- 0.28, N = 3SE +/- 0.38, N = 3SE +/- 0.52, N = 3SE +/- 0.33, N = 3101.87104.17120.83129.95145.29187.25197.0997.37133.75154.05160.06223.94248.34257.64

PlaidML

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

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.31320.62640.93961.25281.5660.8560.8920.8840.9670.9871.2861.2930.9181.0841.2270.9591.2561.3001.392

PlaidML

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.2 / Avg: 118.94 / Max: 179.25Min: 9.32 / Avg: 116.82 / Max: 179.82Min: 23.74 / Avg: 136.71 / Max: 214.78Min: 16.71 / Avg: 134.44 / Max: 215.29Min: 10.15 / Avg: 147.25 / Max: 245.96Min: 7.84 / Avg: 145.57 / Max: 287.85Min: 11.74 / Avg: 152.48 / Max: 281.91Min: 16.92 / Avg: 106.07 / Max: 148.84Min: 20.83 / Avg: 123.43 / Max: 194.29Min: 17.17 / Avg: 125.6 / Max: 211.58Min: 23.89 / Avg: 166.87 / Max: 265.91Min: 16.97 / Avg: 178.26 / Max: 312.08Min: 25.48 / Avg: 191.02 / Max: 342.21Min: 15.86 / Avg: 185.08 / Max: 335.39

LeelaChessZero

Backend: OpenCL

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

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309030609012015087.3687.9392.3496.28102.86110.96109.66120.65138.97138.85127.97124.12121.76122.61

LeelaChessZero

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.26GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.43 / Avg: 168.04 / Max: 179.55Min: 10.12 / Avg: 167.51 / Max: 179.89Min: 24.04 / Avg: 187.92 / Max: 207.89Min: 16.9 / Avg: 193.81 / Max: 219.34Min: 10.27 / Avg: 200.04 / Max: 227.41Min: 8.3 / Avg: 249.95 / Max: 268.12Min: 12.85 / Avg: 265.99 / Max: 287.24Min: 17.05 / Avg: 154.79 / Max: 169.54Min: 21.27 / Avg: 191.69 / Max: 199Min: 17.34 / Avg: 210.69 / Max: 219.68Min: 24.6 / Avg: 248.03 / Max: 286.46Min: 27.92 / Avg: 301.95 / Max: 319.38Min: 35.82 / Avg: 323.67 / Max: 348.45Min: 29.54 / Avg: 329.07 / Max: 348.03

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902004006008001000SE +/- 0.10, N = 8SE +/- 0.10, N = 8SE +/- 0.06, N = 8SE +/- 0.08, N = 8SE +/- 0.11, N = 8SE +/- 0.15, N = 8SE +/- 0.09, N = 9SE +/- 0.11, N = 7SE +/- 0.18, N = 8SE +/- 0.19, N = 8SE +/- 0.11, N = 9SE +/- 0.18, N = 9SE +/- 0.37, N = 9SE +/- 0.18, N = 10396.8396.8392.0396.8437.5545.6567.8318.0393.1393.2539.1672.8804.8825.71. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901.22112.44223.66334.88446.10554.9615.1134.4664.5465.4274.9825.0644.9645.0055.0194.7674.9115.1055.292

cl-mem

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309050100150200250Min: 10.47 / Avg: 79.98 / Max: 129.8Min: 9.8 / Avg: 77.6 / Max: 124.62Min: 24.21 / Avg: 87.77 / Max: 136.18Min: 17.79 / Avg: 87.29 / Max: 132.34Min: 11.02 / Avg: 80.61 / Max: 127.45Min: 9.97 / Avg: 109.52 / Max: 188.91Min: 15.06 / Avg: 112.12 / Max: 195.96Min: 17.84 / Avg: 64.06 / Max: 98.36Min: 21.87 / Avg: 78.55 / Max: 123.63Min: 17.31 / Avg: 78.35 / Max: 126.14Min: 23.24 / Avg: 113.08 / Max: 189.74Min: 20.25 / Avg: 136.99 / Max: 246.05Min: 34.24 / Avg: 157.64 / Max: 290.87Min: 18.59 / Avg: 156.02 / Max: 292.51

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090160320480640800SE +/- 0.37, N = 8SE +/- 0.35, N = 8SE +/- 0.15, N = 8SE +/- 0.55, N = 8SE +/- 0.31, N = 8SE +/- 0.38, N = 8SE +/- 0.75, N = 9SE +/- 0.12, N = 7SE +/- 0.07, N = 8SE +/- 0.10, N = 8SE +/- 0.26, N = 9SE +/- 0.35, N = 9SE +/- 0.48, N = 9SE +/- 0.18, N = 10333.0324.0314.9330.7347.0447.0494.7302.2383.8380.4516.1646.2733.2745.51. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901.11332.22663.33994.45325.56654.1994.3313.7433.9054.4884.3754.5644.6474.9364.9484.5244.7884.7684.888

cl-mem

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309050100150200250Min: 10.16 / Avg: 79.3 / Max: 129.7Min: 8.53 / Avg: 74.8 / Max: 121.92Min: 23.9 / Avg: 84.14 / Max: 130.6Min: 15.99 / Avg: 84.69 / Max: 125.4Min: 10.03 / Avg: 77.32 / Max: 125.84Min: 8 / Avg: 102.18 / Max: 185.96Min: 12.95 / Avg: 108.39 / Max: 183.61Min: 17.62 / Avg: 65.03 / Max: 98.63Min: 21.12 / Avg: 77.75 / Max: 121.59Min: 16.68 / Avg: 76.88 / Max: 123.05Min: 23.8 / Avg: 114.09 / Max: 190.34Min: 21.36 / Avg: 134.96 / Max: 239.67Min: 29.35 / Avg: 153.78 / Max: 282.93Min: 17.05 / Avg: 152.52 / Max: 286.64

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309080160240320400SE +/- 0.08, N = 8SE +/- 0.07, N = 8SE +/- 0.04, N = 8SE +/- 0.08, N = 8SE +/- 0.09, N = 8SE +/- 0.09, N = 8SE +/- 0.08, N = 9SE +/- 0.11, N = 7SE +/- 0.17, N = 8SE +/- 0.14, N = 8SE +/- 0.13, N = 9SE +/- 0.20, N = 9SE +/- 0.11, N = 9SE +/- 0.07, N = 10288.2284.6289.0290.2301.7322.8319.3270.0293.2294.9337.6354.7355.0363.01. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.9411.8822.8233.7644.7053.6953.9533.4063.4323.8063.1283.0714.1823.8013.8002.9422.6602.2922.391

cl-mem

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309050100150200250Min: 10.12 / Avg: 78 / Max: 129.68Min: 9.26 / Avg: 71.99 / Max: 119.96Min: 23.54 / Avg: 84.86 / Max: 130.49Min: 15.69 / Avg: 84.56 / Max: 125.46Min: 9.97 / Avg: 79.27 / Max: 124.96Min: 6.93 / Avg: 103.2 / Max: 183.17Min: 11.6 / Avg: 103.98 / Max: 180.72Min: 17.29 / Avg: 64.56 / Max: 98.75Min: 20.84 / Avg: 77.13 / Max: 121.01Min: 16.58 / Avg: 77.6 / Max: 123.03Min: 23.73 / Avg: 114.73 / Max: 189.92Min: 23.18 / Avg: 133.35 / Max: 238.39Min: 27.47 / Avg: 154.91 / Max: 283.22Min: 16.8 / Avg: 151.8 / Max: 285.98

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 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3070 TiRTX 3080RTX 309080160240320400SE +/- 1.20, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 1.45, N = 32772683062882803562782782883052753313563651. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - sAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sAXPYRTX 2070 SUPERRTX 2080 TiRTX 3080 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3090110220330440550SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33224054903273223233304033063593584354804981. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPYRTX 2060 SUPERRTX 3070RTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 33693713673633704054774953153714785555926071. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dAXPY

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

ViennaCL

Test: OpenCL BLAS - dDOT

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

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 2080RTX 2080 SUPERTITAN RTXRTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.67, N = 3SE +/- 1.67, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 1.33, N = 32472522854702052923413233534963454995596001. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

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 2080RTX 2080 SUPERTITAN RTXRTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3090130260390520650SE +/- 2.00, N = 2SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 1.00, N = 3SE +/- 1.67, N = 3SE +/- 1.67, N = 3SE +/- 1.33, N = 3SE +/- 1.33, N = 32432512844675603203494932933393475016021. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

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 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 3.00, N = 2SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.20, N = 3SE +/- 1.33, N = 3SE +/- 1.33, N = 32902472494763402833263544862043434985575981. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

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 2070 SUPERRTX 2080 TiRTX 3070 TiRTX 3080 Ti0.6571.3141.9712.6283.2852.2962.8432.2052.3362.5722.3932.9202.2242.492

ViennaCL

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterViennaCL 1.7.1GPU Power Consumption MonitorRTX 2060 SUPERRTX 3060RTX 3070RTX 3060 TiRTX 2070RTX 2070 SUPERRTX 2080 TiRTX 3080 TiRTX 2080RTX 2080 SUPERTITAN RTXRTX 3070 TiRTX 3080RTX 309060120180240300Min: 10.35 / Avg: 114.03 / Max: 176.55Min: 17.19 / Avg: 88.84 / Max: 142.29Min: 16.44 / Avg: 118.52 / Max: 211.93Min: 21.07 / Avg: 113.07 / Max: 191.79Min: 9.62 / Avg: 106.58 / Max: 171.31Min: 24.63 / Avg: 118.28 / Max: 182.65Min: 6.8 / Avg: 163.04 / Max: 266.67Min: 34.6 / Avg: 223.52 / Max: 347.1Min: 17.17 / Avg: 122.61 / Max: 209.61Min: 10.06 / Avg: 119.75 / Max: 211.54Min: 11.06 / Avg: 168.65 / Max: 282.95Min: 23.81 / Avg: 154.21 / Max: 246.81Min: 26.87 / Avg: 192.92 / Max: 315.16Min: 29.57 / Avg: 221.51 / Max: 344.55

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905001000150020002500SE +/- 2.79, N = 4SE +/- 3.17, N = 3SE +/- 0.65, N = 3SE +/- 1.56, N = 3SE +/- 2.81, N = 3SE +/- 1.11, N = 3SE +/- 3.30, N = 3SE +/- 3.60, N = 4SE +/- 2.95, N = 4SE +/- 1.91, N = 4SE +/- 1.31, N = 4SE +/- 0.73, N = 3SE +/- 6.37, N = 3SE +/- 4.61, N = 31110.731081.441144.901119.861168.271180.651168.301255.282120.832131.072072.972210.172167.412219.901. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309051015202511.91512.23711.45110.49511.1148.0147.62915.56920.11718.62713.82311.5929.5319.538

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.35 / Avg: 93.22 / Max: 137.55Min: 8.59 / Avg: 88.37 / Max: 135.13Min: 23.17 / Avg: 99.98 / Max: 145.62Min: 15.34 / Avg: 106.71 / Max: 185.55Min: 9.82 / Avg: 105.12 / Max: 198.87Min: 6.82 / Avg: 147.32 / Max: 224.7Min: 11.35 / Avg: 153.13 / Max: 287.43Min: 16.9 / Avg: 80.63 / Max: 108.65Min: 20.88 / Avg: 105.42 / Max: 142.98Min: 16.92 / Avg: 114.41 / Max: 158.48Min: 24 / Avg: 149.96 / Max: 198.78Min: 25.49 / Avg: 190.67 / Max: 257.72Min: 34.01 / Avg: 227.4 / Max: 307.88Min: 30.56 / Avg: 232.73 / Max: 305.32

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: FFT SPRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905001000150020002500SE +/- 0.12, N = 12SE +/- 0.42, N = 12SE +/- 0.30, N = 12SE +/- 0.39, N = 12SE +/- 0.30, N = 12SE +/- 1.41, N = 12SE +/- 0.84, N = 12SE +/- 0.06, N = 12SE +/- 0.15, N = 12SE +/- 0.32, N = 12SE +/- 0.35, N = 12SE +/- 0.32, N = 13SE +/- 1.82, N = 13SE +/- 1.60, N = 13949.96954.251088.041099.391203.711483.301578.37934.171153.041135.091536.781918.512289.542346.131. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309061218243022.5724.3221.6321.1025.7624.3524.3324.3525.0325.7221.2222.8023.3524.33

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904080120160200Min: 10.13 / Avg: 42.08 / Max: 115.84Min: 8.79 / Avg: 39.23 / Max: 106.71Min: 23.91 / Avg: 50.3 / Max: 128.47Min: 16.36 / Avg: 52.12 / Max: 131.61Min: 9.98 / Avg: 46.74 / Max: 113.07Min: 7.12 / Avg: 60.93 / Max: 200.59Min: 11.55 / Avg: 64.88 / Max: 203.55Min: 17.51 / Avg: 38.36 / Max: 64.71Min: 21.05 / Avg: 46.06 / Max: 75.32Min: 17.05 / Avg: 44.14 / Max: 74.86Min: 24.47 / Avg: 72.42 / Max: 108.17Min: 26.97 / Avg: 84.14 / Max: 132.2Min: 35.34 / Avg: 98.06 / Max: 147.59Min: 31.07 / Avg: 96.42 / Max: 145.13

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902K4K6K8K10KSE +/- 7.64, N = 9SE +/- 9.39, N = 9SE +/- 0.86, N = 9SE +/- 1.20, N = 9SE +/- 1.82, N = 10SE +/- 27.28, N = 10SE +/- 26.53, N = 10SE +/- 5.34, N = 9SE +/- 2.76, N = 10SE +/- 20.27, N = 10SE +/- 5.86, N = 10SE +/- 18.49, N = 11SE +/- 30.90, N = 12SE +/- 31.35, N = 123023.533112.873269.423350.003719.304835.135057.652770.783432.763795.354710.766305.828100.688327.841. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090153045607543.3546.6644.1243.1950.2757.9455.5946.0849.4756.0347.2657.4262.7666.85

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309050100150200250Min: 10.2 / Avg: 69.75 / Max: 170.37Min: 9 / Avg: 66.72 / Max: 173.96Min: 23.69 / Avg: 74.1 / Max: 195.82Min: 15.99 / Avg: 77.56 / Max: 187.17Min: 9.83 / Avg: 73.99 / Max: 192.06Min: 6.03 / Avg: 83.45 / Max: 218.2Min: 10.32 / Avg: 90.99 / Max: 235.32Min: 17.05 / Avg: 60.13 / Max: 152.49Min: 20.62 / Avg: 69.39 / Max: 154.07Min: 17.04 / Avg: 67.74 / Max: 162.28Min: 23.08 / Avg: 99.68 / Max: 209.8Min: 26.46 / Avg: 109.81 / Max: 223.88Min: 34.21 / Avg: 129.07 / Max: 252Min: 28.97 / Avg: 124.57 / Max: 253.7

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901020304050SE +/- 0.01, N = 15SE +/- 0.01, N = 13SE +/- 0.01, N = 13SE +/- 0.01, N = 15SE +/- 0.00, N = 13SE +/- 0.04, N = 14SE +/- 0.04, N = 14SE +/- 0.01, N = 12SE +/- 0.03, N = 13SE +/- 0.05, N = 13SE +/- 0.01, N = 13SE +/- 0.00, N = 14SE +/- 0.06, N = 14SE +/- 0.04, N = 1418.3018.6721.3924.0126.4634.9736.7515.1621.6125.5526.2737.5241.8344.111. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.13910.27820.41730.55640.69550.3360.3710.3550.3990.4330.5990.6180.2980.3780.4770.3420.4420.4210.480

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309050100150200250Min: 10.03 / Avg: 54.5 / Max: 179.81Min: 8.01 / Avg: 50.26 / Max: 180.05Min: 23.29 / Avg: 60.27 / Max: 204.01Min: 16.16 / Avg: 60.15 / Max: 219.48Min: 9.74 / Avg: 61.06 / Max: 244.68Min: 5.42 / Avg: 58.34 / Max: 265.02Min: 9.7 / Avg: 59.48 / Max: 284.45Min: 17.32 / Avg: 50.8 / Max: 131.38Min: 20.52 / Avg: 57.19 / Max: 147.04Min: 16.86 / Avg: 53.55 / Max: 135.46Min: 23.35 / Avg: 76.92 / Max: 186.03Min: 25.91 / Avg: 84.81 / Max: 186.54Min: 33.81 / Avg: 99.29 / Max: 201.41Min: 28.36 / Avg: 91.96 / Max: 187.69

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: S3D

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309090180270360450SE +/- 0.04, N = 13SE +/- 0.07, N = 13SE +/- 0.09, N = 13SE +/- 0.09, N = 12SE +/- 0.07, N = 13SE +/- 0.13, N = 13SE +/- 0.08, N = 13SE +/- 0.07, N = 13SE +/- 0.10, N = 13SE +/- 0.16, N = 13SE +/- 0.05, N = 12SE +/- 0.19, N = 13SE +/- 0.22, N = 13SE +/- 0.12, N = 13188.78192.71199.72197.21212.74271.25288.60172.08211.72218.31286.11339.02419.33429.601. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: S3D

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902468106.2146.8935.0514.9066.0387.2476.8995.4306.2626.6185.0135.4545.5256.114

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309020406080100Min: 10.21 / Avg: 30.38 / Max: 48.81Min: 8.93 / Avg: 27.96 / Max: 46.09Min: 23.32 / Avg: 39.54 / Max: 58.32Min: 15.7 / Avg: 40.2 / Max: 59.97Min: 9.92 / Avg: 35.24 / Max: 56.73Min: 6.3 / Avg: 37.43 / Max: 62.65Min: 9.98 / Avg: 41.83 / Max: 67.72Min: 17.67 / Avg: 31.69 / Max: 45.44Min: 20.44 / Avg: 33.81 / Max: 47.29Min: 16.94 / Avg: 32.99 / Max: 48.4Min: 21.7 / Avg: 57.08 / Max: 80.38Min: 24.97 / Avg: 62.16 / Max: 90.4Min: 33.76 / Avg: 75.89 / Max: 111.58Min: 27.01 / Avg: 70.27 / Max: 107.53

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901224364860SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 323.3023.4424.4524.8825.7033.3535.3125.8634.0137.3738.9546.5051.4453.01

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s Per Watt, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.0560.1120.1680.2240.280.1820.1900.1830.1780.1910.1730.1730.2430.2440.2490.2170.1950.1860.195

IndigoBench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterIndigoBench 4.4GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 9.98 / Avg: 127.71 / Max: 151.56Min: 7.93 / Avg: 123.49 / Max: 150.85Min: 22.85 / Avg: 133.71 / Max: 158.28Min: 14.95 / Avg: 139.79 / Max: 178.28Min: 9.85 / Avg: 134.55 / Max: 166.11Min: 5.73 / Avg: 192.38 / Max: 237.67Min: 9.19 / Avg: 204.2 / Max: 251.77Min: 17.26 / Avg: 106.42 / Max: 123.72Min: 20.01 / Avg: 139.22 / Max: 161.69Min: 16.65 / Avg: 150.08 / Max: 174.37Min: 21.81 / Avg: 179.55 / Max: 212.1Min: 23.81 / Avg: 238.22 / Max: 270.71Min: 33.36 / Avg: 276.7 / Max: 314.68Min: 26.37 / Avg: 272.17 / Max: 309.75

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

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

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s Per Watt, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.01780.03560.05340.07120.0890.0540.0560.0550.0520.0570.0530.0530.0750.0760.0790.0700.0660.0650.068

IndigoBench

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterIndigoBench 4.4GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.35 / Avg: 135 / Max: 160.32Min: 9.45 / Avg: 131.29 / Max: 159.19Min: 23.53 / Avg: 139.08 / Max: 164.04Min: 17.59 / Avg: 147.8 / Max: 182.3Min: 9.99 / Avg: 139.47 / Max: 170.13Min: 7.67 / Avg: 206.35 / Max: 245.28Min: 13.76 / Avg: 219.59 / Max: 260.99Min: 17.24 / Avg: 113.37 / Max: 126.88Min: 21.59 / Avg: 151.37 / Max: 170.27Min: 16.98 / Avg: 164.1 / Max: 186.35Min: 24.42 / Avg: 196.75 / Max: 223.99Min: 28.42 / Avg: 266.67 / Max: 299.14Min: 37.4 / Avg: 308.74 / Max: 344.6Min: 31.43 / Avg: 306.83 / Max: 340.89

Blender

Blend File: BMW27 - Compute: CUDA

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

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.3 / Avg: 131.07 / Max: 152.21Min: 8.78 / Avg: 125.91 / Max: 147.21Min: 23.58 / Avg: 145.33 / Max: 164.48Min: 17.78 / Avg: 157.42 / Max: 178.49Min: 10.16 / Avg: 142.89 / Max: 162.07Min: 8.44 / Avg: 206.09 / Max: 242.77Min: 15.06 / Avg: 210.88 / Max: 251.49Min: 16.96 / Avg: 121.03 / Max: 140.67Min: 21.47 / Avg: 157.89 / Max: 190.92Min: 17.21 / Avg: 168.37 / Max: 208.06Min: 24.91 / Avg: 207.86 / Max: 257.53Min: 18.27 / Avg: 256.87 / Max: 319.24Min: 37.92 / Avg: 279.31 / Max: 349.61Min: 23.73 / Avg: 273.12 / Max: 349.15

Blender

Blend File: BMW27 - Compute: NVIDIA OptiX

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

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.43 / Avg: 120.35 / Max: 143.73Min: 9.49 / Avg: 113.1 / Max: 133.12Min: 24.37 / Avg: 128.12 / Max: 150.98Min: 15.7 / Avg: 128.72 / Max: 160.4Min: 10.19 / Avg: 124.21 / Max: 146.75Min: 7.85 / Avg: 176.01 / Max: 222.82Min: 14.63 / Avg: 181.85 / Max: 226.03Min: 17.09 / Avg: 98.33 / Max: 117.25Min: 21.56 / Avg: 124.46 / Max: 158.07Min: 17.21 / Avg: 130.86 / Max: 170.36Min: 23.56 / Avg: 159.39 / Max: 223.89Min: 25.79 / Avg: 216.67 / Max: 297.94Min: 37.48 / Avg: 239.16 / Max: 334.57Min: 26.45 / Avg: 241.84 / Max: 347.69

Blender

Blend File: Classroom - Compute: CUDA

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

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.26 / Avg: 123.98 / Max: 129.78Min: 9.33 / Avg: 115.78 / Max: 121.1Min: 24.55 / Avg: 151.84 / Max: 160.94Min: 17.59 / Avg: 165.36 / Max: 174.21Min: 10.06 / Avg: 157.38 / Max: 168.43Min: 7.75 / Avg: 209.81 / Max: 224.82Min: 14.19 / Avg: 213.21 / Max: 226.82Min: 16.86 / Avg: 132.6 / Max: 141.31Min: 21.35 / Avg: 184.95 / Max: 197.87Min: 17.28 / Avg: 200.86 / Max: 218.8Min: 24.89 / Avg: 249.09 / Max: 272.37Min: 25.45 / Avg: 297.31 / Max: 319.29Min: 27.85 / Avg: 323.56 / Max: 349.68Min: 26.86 / Avg: 321.23 / Max: 349.09

Blender

Blend File: Classroom - Compute: NVIDIA OptiX

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

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.32 / Avg: 126.03 / Max: 132.64Min: 9.01 / Avg: 117.03 / Max: 123.34Min: 24.57 / Avg: 150.75 / Max: 161.88Min: 16.99 / Avg: 160.86 / Max: 172.59Min: 10.36 / Avg: 154.11 / Max: 166.8Min: 8.56 / Avg: 209.36 / Max: 227.21Min: 15.06 / Avg: 212.4 / Max: 229.15Min: 17.41 / Avg: 119.16 / Max: 128.49Min: 22.06 / Avg: 165.1 / Max: 183.3Min: 17.34 / Avg: 179.62 / Max: 201.42Min: 25.65 / Avg: 225.61 / Max: 255.39Min: 19.08 / Avg: 282.07 / Max: 318.86Min: 26.98 / Avg: 307.46 / Max: 348.97Min: 26.49 / Avg: 306.86 / Max: 348.89

Blender

Blend File: Fishy Cat - Compute: CUDA

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

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.45 / Avg: 140.32 / Max: 178.96Min: 9.23 / Avg: 137.65 / Max: 178.91Min: 24.62 / Avg: 159.89 / Max: 197.49Min: 17.6 / Avg: 168.43 / Max: 205.3Min: 10.52 / Avg: 160.52 / Max: 195.74Min: 8.31 / Avg: 217.14 / Max: 262.1Min: 15.26 / Avg: 231.72 / Max: 282.19Min: 16.83 / Avg: 129.69 / Max: 159Min: 21.86 / Avg: 168.89 / Max: 198.22Min: 16.9 / Avg: 180.28 / Max: 219.08Min: 25.49 / Avg: 226.37 / Max: 284.57Min: 17.59 / Avg: 264.25 / Max: 319.99Min: 28.9 / Avg: 287.09 / Max: 349.6Min: 26.94 / Avg: 284.46 / Max: 348.56

Blender

Blend File: Fishy Cat - Compute: NVIDIA OptiX

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

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.34 / Avg: 129.04 / Max: 158.68Min: 10 / Avg: 125.67 / Max: 155.6Min: 24.72 / Avg: 140.97 / Max: 162.16Min: 15.34 / Avg: 148.27 / Max: 176.33Min: 10.41 / Avg: 144.65 / Max: 169.7Min: 8.16 / Avg: 202.73 / Max: 243.84Min: 15 / Avg: 212.46 / Max: 258.65Min: 17.14 / Avg: 103.57 / Max: 119.03Min: 21.91 / Avg: 136.65 / Max: 159.99Min: 17.07 / Avg: 147.73 / Max: 173.35Min: 23.57 / Avg: 177.5 / Max: 228.71Min: 20.45 / Avg: 236.88 / Max: 305.42Min: 29.36 / Avg: 270.38 / Max: 347.64Min: 20.62 / Avg: 268.35 / Max: 346.86

Blender

Blend File: Pabellon Barcelona - Compute: CUDA

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

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.34 / Avg: 129.67 / Max: 160.48Min: 9.68 / Avg: 125.85 / Max: 157.74Min: 24.44 / Avg: 157.27 / Max: 169.59Min: 17.35 / Avg: 168.7 / Max: 179.57Min: 10.11 / Avg: 161.22 / Max: 172.26Min: 8.84 / Avg: 225.45 / Max: 257.46Min: 14.5 / Avg: 231.41 / Max: 270.34Min: 17.16 / Avg: 130.81 / Max: 136.85Min: 21.73 / Avg: 181.6 / Max: 192.03Min: 17.09 / Avg: 199.52 / Max: 212.11Min: 25.19 / Avg: 240.72 / Max: 255.61Min: 16.96 / Avg: 300.63 / Max: 316.92Min: 33.26 / Avg: 333.56 / Max: 349.86Min: 25.03 / Avg: 331.88 / Max: 348.73

Blender

Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX

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

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.39 / Avg: 124.32 / Max: 143.65Min: 9.2 / Avg: 119.7 / Max: 137.34Min: 25.11 / Avg: 145.37 / Max: 154.47Min: 17.18 / Avg: 153.14 / Max: 162.13Min: 10.2 / Avg: 140.78 / Max: 148.97Min: 8.98 / Avg: 207.51 / Max: 231.58Min: 14.71 / Avg: 212.26 / Max: 236.13Min: 17.06 / Avg: 113.57 / Max: 122.88Min: 21.8 / Avg: 153.85 / Max: 166.56Min: 17.23 / Avg: 164.56 / Max: 178.72Min: 25.5 / Avg: 213.47 / Max: 237.33Min: 25.13 / Avg: 271.11 / Max: 312.14Min: 30.24 / Avg: 305.06 / Max: 341.15Min: 33.72 / Avg: 311.84 / Max: 348.97

Blender

Blend File: Barbershop - Compute: CUDA

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

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.39 / Avg: 108.28 / Max: 115.49Min: 8.78 / Avg: 103.9 / Max: 109.61Min: 24.44 / Avg: 134.19 / Max: 145.4Min: 16.91 / Avg: 145.54 / Max: 154.79Min: 10.23 / Avg: 133.98 / Max: 144.76Min: 9.19 / Avg: 179.2 / Max: 194.41Min: 14.03 / Avg: 191.75 / Max: 206.02Min: 17.1 / Avg: 104.47 / Max: 111.33Min: 21.62 / Avg: 150.06 / Max: 161.36Min: 16.8 / Avg: 164.67 / Max: 178.62Min: 24.8 / Avg: 198.1 / Max: 214.52Min: 21.12 / Avg: 244.54 / Max: 269.54Min: 37.44 / Avg: 293.85 / Max: 324.79Min: 27.64 / Avg: 292.98 / Max: 325.06

Blender

Blend File: Barbershop - Compute: NVIDIA OptiX

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

Blender

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.3 / Avg: 107.39 / Max: 112.83Min: 8.6 / Avg: 103.18 / Max: 108.29Min: 24.6 / Avg: 132.13 / Max: 141.09Min: 16.31 / Avg: 145.11 / Max: 152.06Min: 10.09 / Avg: 134.05 / Max: 141.11Min: 8.26 / Avg: 180.06 / Max: 189.24Min: 13.06 / Avg: 192.45 / Max: 201.47Min: 16.91 / Avg: 103.34 / Max: 108.8Min: 21.52 / Avg: 148.27 / Max: 156.85Min: 17.08 / Avg: 163.31 / Max: 173.64Min: 24.62 / Avg: 197.89 / Max: 211.93Min: 28.56 / Avg: 243.51 / Max: 259.1Min: 28.55 / Avg: 290.17 / Max: 310.01Min: 20.69 / Avg: 290.77 / Max: 311.99

Chaos Group V-RAY

Mode: NVIDIA CUDA GPU

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

Chaos Group V-RAY

Mode: NVIDIA CUDA GPU

OpenBenchmarking.orgvpaths Per Watt, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309036912155.0665.1326.2456.0976.5765.8145.5738.5709.1509.5327.9657.3867.4197.611

Chaos Group V-RAY

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 5GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.37 / Avg: 104.63 / Max: 141.46Min: 8.79 / Avg: 101.13 / Max: 139.35Min: 23.92 / Avg: 126.99 / Max: 163.91Min: 16.37 / Avg: 127.94 / Max: 170.08Min: 10.21 / Avg: 121.5 / Max: 158.56Min: 8.7 / Avg: 170.27 / Max: 226.79Min: 12.82 / Avg: 180.51 / Max: 237.2Min: 17.03 / Avg: 99.42 / Max: 122.95Min: 21.38 / Avg: 137.27 / Max: 170.88Min: 16.73 / Avg: 148.65 / Max: 187.54Min: 24.82 / Avg: 186.57 / Max: 238.65Min: 17.4 / Avg: 241.67 / Max: 307.18Min: 29.77 / Avg: 276.19 / Max: 342.2Min: 22.88 / Avg: 275.78 / Max: 345.85

Chaos Group V-RAY

Mode: NVIDIA RTX GPU

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

Chaos Group V-RAY

Mode: NVIDIA RTX GPU

OpenBenchmarking.orgvrays Per Watt, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090481216207.7277.9478.4939.0028.8348.1448.01812.49713.13613.68212.42010.53810.39310.428

Chaos Group V-RAY

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 5GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.3 / Avg: 103.92 / Max: 134.35Min: 8.77 / Avg: 98.78 / Max: 128.98Min: 23.36 / Avg: 118.68 / Max: 146.56Min: 15.12 / Avg: 106.53 / Max: 147.88Min: 9.92 / Avg: 111.04 / Max: 137.53Min: 8.19 / Avg: 162.56 / Max: 207.78Min: 13.09 / Avg: 172.87 / Max: 217.23Min: 17.01 / Avg: 93.46 / Max: 115.93Min: 21.38 / Avg: 126.22 / Max: 157.61Min: 16.82 / Avg: 133.6 / Max: 167.66Min: 23.53 / Avg: 159.58 / Max: 222.4Min: 18.6 / Avg: 225.19 / Max: 282.91Min: 30.65 / Avg: 267.68 / Max: 332.62Min: 20.13 / Avg: 273.98 / Max: 348.06

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090612182430SE +/- 0.032, N = 5SE +/- 0.033, N = 5SE +/- 0.018, N = 5SE +/- 0.023, N = 5SE +/- 0.012, N = 5SE +/- 0.020, N = 5SE +/- 0.032, N = 5SE +/- 0.001, N = 5SE +/- 0.006, N = 5SE +/- 0.004, N = 5SE +/- 0.003, N = 5SE +/- 0.006, N = 5SE +/- 0.007, N = 5SE +/- 0.010, N = 522.32722.29719.88119.05317.51614.78113.56023.13517.67317.54913.55711.2689.5619.3021. (CXX) g++ options: -O3 -pthread

VkResample

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterVkResample 1.0GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.11 / Avg: 42.5 / Max: 175.74Min: 8.66 / Avg: 40.58 / Max: 167.46Min: 24.05 / Avg: 49.85 / Max: 188.2Min: 15.06 / Avg: 47.96 / Max: 188.32Min: 9.67 / Avg: 41.06 / Max: 190.48Min: 7.55 / Avg: 48.84 / Max: 261.79Min: 11.1 / Avg: 53.8 / Max: 279.96Min: 17.16 / Avg: 41.38 / Max: 137.83Min: 20.97 / Avg: 45.83 / Max: 181.4Min: 16.73 / Avg: 45.37 / Max: 188.51Min: 24.18 / Avg: 63.12 / Max: 259.14Min: 17.84 / Avg: 69.97 / Max: 240.67Min: 25.07 / Avg: 78.5 / Max: 298.79Min: 19.24 / Avg: 79.24 / Max: 310.69

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309020406080100SE +/- 0.31, N = 3SE +/- 0.43, N = 3SE +/- 0.22, N = 3SE +/- 0.30, N = 3SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 376.1274.9864.2259.5654.0744.2341.9167.1350.6446.6340.5632.3729.2928.18

RealSR-NCNN

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.27 / Avg: 163 / Max: 182.05Min: 8.63 / Avg: 163.5 / Max: 179.97Min: 24.41 / Avg: 196.57 / Max: 219.32Min: 14.66 / Avg: 197.25 / Max: 220.04Min: 9.54 / Avg: 224.56 / Max: 256.88Min: 6.77 / Avg: 228.66 / Max: 267.14Min: 10.91 / Avg: 246.41 / Max: 289.79Min: 16.96 / Avg: 152.33 / Max: 165.57Min: 20.71 / Avg: 177.45 / Max: 197.59Min: 16.55 / Avg: 195.63 / Max: 219.97Min: 23.56 / Avg: 256.67 / Max: 289.82Min: 16.1 / Avg: 274.04 / Max: 319.8Min: 33.85 / Avg: 290.52 / Max: 342.72Min: 29.39 / Avg: 293.48 / Max: 347.89

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.012, N = 4SE +/- 0.017, N = 5SE +/- 0.004, N = 5SE +/- 0.020, N = 5SE +/- 0.014, N = 5SE +/- 0.008, N = 6SE +/- 0.014, N = 6SE +/- 0.009, N = 5SE +/- 0.004, N = 6SE +/- 0.009, N = 6SE +/- 0.008, N = 6SE +/- 0.012, N = 7SE +/- 0.004, N = 7SE +/- 0.005, N = 711.64211.49310.1659.4938.8807.6297.33710.3628.3177.8157.0446.0365.6355.517

RealSR-NCNN

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.39 / Avg: 117.69 / Max: 178.33Min: 10.5 / Avg: 115.36 / Max: 179.65Min: 25.1 / Avg: 137.45 / Max: 219.17Min: 18.49 / Avg: 132.5 / Max: 220.3Min: 10.59 / Avg: 143.63 / Max: 254.77Min: 8.81 / Avg: 138.2 / Max: 268.1Min: 14.57 / Avg: 151.82 / Max: 287.45Min: 17.89 / Avg: 103.5 / Max: 163.54Min: 21.77 / Avg: 115 / Max: 197.48Min: 17 / Avg: 120.11 / Max: 219.85Min: 25.57 / Avg: 156.99 / Max: 288.58Min: 24.98 / Avg: 164.12 / Max: 319.36Min: 33.92 / Avg: 174.67 / Max: 343.87Min: 25.56 / Avg: 174.01 / Max: 347.98

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901.19752.3953.59254.795.9875SE +/- 0.007, N = 7SE +/- 0.008, N = 7SE +/- 0.004, N = 7SE +/- 0.005, N = 8SE +/- 0.006, N = 8SE +/- 0.006, N = 8SE +/- 0.008, N = 8SE +/- 0.003, N = 7SE +/- 0.003, N = 8SE +/- 0.003, N = 8SE +/- 0.006, N = 9SE +/- 0.004, N = 9SE +/- 0.001, N = 9SE +/- 0.003, N = 95.3225.3054.8534.6484.3953.8723.8554.8504.1804.0353.7303.3663.2833.235

Waifu2x-NCNN Vulkan

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309050100150200250Min: 10.55 / Avg: 92.97 / Max: 166.67Min: 9.67 / Avg: 89.87 / Max: 164.95Min: 24.49 / Avg: 99.34 / Max: 189.08Min: 16.36 / Avg: 107.09 / Max: 193.71Min: 10.37 / Avg: 101.02 / Max: 204.13Min: 8.13 / Avg: 121.53 / Max: 254.03Min: 12.78 / Avg: 127.75 / Max: 273.03Min: 16.98 / Avg: 72.98 / Max: 126.61Min: 21.37 / Avg: 88.27 / Max: 165.59Min: 16.68 / Avg: 88.71 / Max: 173.32Min: 24.7 / Avg: 119.2 / Max: 219.58Min: 27.17 / Avg: 132.17 / Max: 254.1Min: 25.28 / Avg: 149.87 / Max: 278.37Min: 24.19 / Avg: 147.96 / Max: 280.17

Betsy GPU Compressor

Codec: ETC1 - Quality: Highest

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestRTX 2060 SUPERRTX 2080RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090246810SE +/- 0.009, N = 7SE +/- 0.011, N = 7SE +/- 0.014, N = 8SE +/- 0.006, N = 9SE +/- 0.012, N = 9SE +/- 0.006, N = 96.1395.0174.2493.3173.0843.0121. (CXX) g++ options: -O3 -O2 -lpthread -ldl

Betsy GPU Compressor

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBetsy GPU Compressor 1.1 BetaGPU Power Consumption MonitorRTX 2060 SUPERRTX 2080RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.46 / Avg: 93.97 / Max: 179.63Min: 16.21 / Avg: 112.85 / Max: 220.06Min: 21.42 / Avg: 116.41 / Max: 240.67Min: 18.24 / Avg: 134.22 / Max: 318.88Min: 34.5 / Avg: 147.1 / Max: 349.26Min: 15.49 / Avg: 134.01 / Max: 343.7

Betsy GPU Compressor

Codec: ETC2 RGB - Quality: Highest

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestRTX 2060 SUPERRTX 2080RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090246810SE +/- 0.018, N = 5SE +/- 0.012, N = 6SE +/- 0.011, N = 7SE +/- 0.008, N = 8SE +/- 0.009, N = 8SE +/- 0.012, N = 88.4896.8735.7364.3874.0823.9391. (CXX) g++ options: -O3 -O2 -lpthread -ldl

Betsy GPU Compressor

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterBetsy GPU Compressor 1.1 BetaGPU Power Consumption MonitorRTX 2060 SUPERRTX 2080RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.32 / Avg: 102.91 / Max: 178.61Min: 16.84 / Avg: 119.47 / Max: 218.79Min: 22.36 / Avg: 131.75 / Max: 246.51Min: 24.07 / Avg: 154.6 / Max: 318.81Min: 31.87 / Avg: 170.24 / Max: 349.38Min: 16.9 / Avg: 159.44 / Max: 346.39

RedShift Demo

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

RedShift Demo

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterRedShift Demo 3.0GPU Power Consumption MonitorRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309060120180240300Min: 10.31 / Avg: 139.21 / Max: 151.91Min: 9.82 / Avg: 135.21 / Max: 146.97Min: 24.3 / Avg: 144.26 / Max: 158.74Min: 17.09 / Avg: 158.84 / Max: 173.62Min: 10 / Avg: 147.76 / Max: 162.3Min: 8.38 / Avg: 217.18 / Max: 239.98Min: 11.19 / Avg: 225.44 / Max: 251.14Min: 17.35 / Avg: 118.42 / Max: 124.88Min: 21.08 / Avg: 154 / Max: 165.39Min: 16.48 / Avg: 162.56 / Max: 174.82Min: 22.72 / Avg: 211.52 / Max: 232.23Min: 16.9 / Avg: 274.12 / Max: 301.76Min: 32.17 / Avg: 310.27 / Max: 336.9Min: 17.4 / Avg: 311.99 / Max: 338.69

ViennaCL

Test: OpenCL BLAS - sDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sDOTRTX 2070RTX 2070 SUPERRTX 3060 TiRTX 3070RTX 2060 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3080RTX 3080 Ti80160240320400SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 32572673273272552512513193162893673631. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

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 2070RTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080100200300400500SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33743722222222313693713894604622242411. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

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 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 308080160240320400SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33263203263763343343683343563723033771. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-TT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TTRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080RTX 3080 Ti120240360480600SE +/- 2.00, N = 23243504684955015601. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-TT

OpenBenchmarking.orgGFLOPs/s Per Watt, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TTRTX 2080 SUPERTITAN RTXRTX 3080RTX 3080 Ti0.66041.32081.98122.64163.3022.9232.9352.5972.462

ViennaCL

Test: OpenCL BLAS - dGEMM-NT

OpenBenchmarking.orgGFLOPs/s Per Watt, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NTRTX 2060 SUPERRTX 2070 SUPERRTX 2080RTX 3060 Ti0.58861.17721.76582.35442.9432.1912.3512.6102.616

vkpeak

fp64-vec4

OpenBenchmarking.orgGFLOPS Per Watt, More Is Bettervkpeak 20210424fp64-vec4RTX 2070RTX 2080 SUPER0.59361.18721.78082.37442.9682.2032.638

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

Phoronix Test Suite v10.8.5