NVIDIA Linux GPU Performance Comptue RTX 30 RTX 20

Benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2012250-HA-NVIDIAGPU61
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
CPU Massive 4 Tests
Creator Workloads 2 Tests
Game Development 2 Tests
HPC - High Performance Computing 5 Tests
Machine Learning 3 Tests
Multi-Core 3 Tests
NVIDIA GPU Compute 20 Tests
OpenCL 5 Tests
Server CPU Tests 2 Tests
Vulkan Compute 6 Tests
Common Workstation Benchmarks 2 Tests

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Identifier
Performance Per
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Date
Run
  Test
  Duration
RTX 2060
December 25 2020
  4 Hours, 39 Minutes
RTX 2060 SUPER
December 24 2020
  4 Hours, 40 Minutes
RTX 2070
December 25 2020
  4 Hours, 25 Minutes
RTX 2070 SUPER
December 23 2020
  6 Hours, 52 Minutes
RTX 2080
December 24 2020
  4 Hours, 2 Minutes
RTX 2080 SUPER
December 23 2020
  3 Hours, 29 Minutes
RTX 2080 Ti
December 23 2020
  3 Hours, 53 Minutes
TITAN RTX
December 24 2020
  3 Hours, 18 Minutes
RTX 3060 TI
December 22 2020
  3 Hours, 51 Minutes
RTX 3080
December 22 2020
  3 Hours, 11 Minutes
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  4 Hours, 14 Minutes

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NVIDIA Linux GPU Performance Comptue RTX 30 RTX 20 - Phoronix Test Suite

NVIDIA Linux GPU Performance Comptue RTX 30 RTX 20

Benchmarks by Michael Larabel for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2012250-HA-NVIDIAGPU61&grr&rdt&rro.

NVIDIA Linux GPU Performance Comptue RTX 30 RTX 20ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionRTX 3060 TIRTX 3080RTX 2080 TiRTX 2070 SUPERRTX 2080 SUPERTITAN RTXRTX 2080RTX 2060 SUPERRTX 2070RTX 2060AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS)AMD Starship/Matisse16GB2000GB Corsair Force MP600NVIDIA GeForce RTX 3060 Ti 8GB (1665/7000MHz)NVIDIA Device 228bASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.4.0-58-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8NVIDIA 460.27.044.6.0OpenCL 1.2 CUDA 11.2.661.2.155GCC 9.3.0ext43840x2160NVIDIA GeForce RTX 3080 10GB (1710/9501MHz)NVIDIA Device 1aefNVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TU102 HD AudioNVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz)NVIDIA TU104 HD AudioNVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz)NVIDIA TITAN RTX 24GB (1350/7000MHz)NVIDIA TU102 HD AudioZotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA TU104 HD AudioNVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz)NVIDIA TU106 HD AudioASUS NVIDIA GeForce RTX 2070 8GB (435/405MHz)NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/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-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 ondemand (Boost: Enabled) - CPU Microcode: 0xa201009OpenCL Details- RTX 3060 TI: GPU Compute Cores: 4864- RTX 3080: GPU Compute Cores: 8704- RTX 2080 Ti: GPU Compute Cores: 4352- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080 SUPER: GPU Compute Cores: 3072- TITAN RTX: GPU Compute Cores: 4608- RTX 2080: GPU Compute Cores: 2944- RTX 2060 SUPER: GPU Compute Cores: 2176- RTX 2070: GPU Compute Cores: 2304- RTX 2060: GPU Compute Cores: 1920Python Details- Python 2.7.18 + Python 3.8.5Security 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 Linux GPU Performance Comptue RTX 30 RTX 20blender: Barbershop - NVIDIA OptiXvkfft: lczero: OpenCLredshift: luxcorerender-cl: Foodluxcorerender-cl: LuxCore Benchmarkoctanebench: Total Scoreluxcorerender-cl: DLSCblender: Pabellon Barcelona - NVIDIA OptiXplaidml: No - Training - VGG19 - OpenCLplaidml: No - Training - VGG16 - OpenCLblender: Classroom - NVIDIA OptiXfahbench: ncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU - mobilenetplaidml: No - Inference - NASNer Large - OpenCLrealsr-ncnn: 4x - Yesblender: Fishy Cat - NVIDIA OptiXblender: BMW27 - NVIDIA OptiXvkresample: 2x - Doubleplaidml: No - Inference - DenseNet 201 - OpenCLclpeak: Double-Precision Doubleluxcorerender-cl: Rainbow Colors and Prismbetsy: ETC2 RGB - Highestplaidml: No - Inference - Inception V3 - OpenCLbetsy: ETC1 - Highestplaidml: No - Inference - VGG19 - OpenCLplaidml: No - Inference - VGG16 - OpenCLvkresample: 2x - Singleplaidml: No - Inference - ResNet 50 - OpenCLrealsr-ncnn: 4x - Noplaidml: No - Inference - IMDB LSTM - OpenCLrodinia: OpenCL Particle Filterhashcat: TrueCrypt RIPEMD160 + XTShashcat: SHA-512hashcat: SHA1hashcat: MD5plaidml: No - Inference - Mobilenet - OpenCLplaidml: Yes - Inference - Mobilenet - OpenCLclpeak: Integer Compute INTwaifu2x-ncnn: 2x - 3 - Yescl-mem: Copycl-mem: Writecl-mem: Readclpeak: Single-Precision Floatmandelgpu: GPUarrayfire: Conjugate Gradient OpenCLhashcat: 7-Zipviennacl: OpenCL LU Factorizationclpeak: Global Memory Bandwidthfinancebench: Black-Scholes OpenCLRTX 3060 TIRTX 3080RTX 2080 TiRTX 2070 SUPERRTX 2080 SUPERTITAN RTXRTX 2080RTX 2060 SUPERRTX 2070RTX 2060565.9932556167992392.975.91383.4165837.1384.9529.3834.9856.33235.716718.5715.1121.3524.6911.4114.5157.1813.411.865.554.114.474.254.5412.5448.0454.14436.7420.15264.871177.41306.1217.116.040236.404.358133.11167.7317.676454.668.784689.617.040427100140690000011103733333329276000001875.372428.748365.854.371294.1384.3392.816033.64280941400.22.09258130075.7896389.188.328421.5140997186681654.007.84565.0995129.6055.6340.8847.5038.85320.657118.4514.5022.1525.3411.7114.7456.9613.951.915.614.204.524.344.5612.7879.2334.20621.4811.48148.284261.32545.9121.913.664398.642.701223.64280.3111.220730.766.3451019.794.290723200242603333319151100000564291333333062.003623.8215586.033.512354.7645.3674.229490.81421918457.51.55798130079.3217662.244.869899.1434110169522462.184.58354.8567695.53103.9736.944.0273.99304.036218.3214.3621.4524.6911.4414.6556.6913.961.956.024.564.484.434.7412.6463.5344.18632.8021.67152.853213.54519.0312.14351.183.177185.09231.7314.767636.847.605754.694.507657967224170000017751300000554883333332414.963316.3113432.893.856324.0446.6545.612677.18447272306.01.67088530078.3244508.006.014996.8229427128413511.863.67264.5349434.32132.7327.7833.7589.12229.760018.5814.5521.7925.2511.3614.5357.1313.481.885.604.224.464.304.6412.7742.3263.17848.0325.44261.969149.68309.2710.046.653220.434.824121.35152.5819.523422.869.972499.436.900423733142673333311183366667354660333331701.992300.018551.574.761292.3320.6397.18591.77321637774.32.06059370075.7984370.178.224911.3230475146343251.973.60268.1143684.32126.9332.2938.781.14260.895718.6514.4722.1324.7311.2214.3657.0813.121.885.684.214.504.304.6512.7249.1654.03742.6025.22216.539160.48373.969.195.507266.394.004143.39180.2317.507468.608.842588.045.809527287173410000013653000000431369666671816.872489.1110244.084.358302.0350.8437.810347.92368037096.61.89371196776.6869405.686.749905.2236216170092352.235.03383.4637395.95102.5137.5644.5173.40307.034818.2114.3521.8824.9511.2514.3656.5213.321.836.034.024.434.204.4912.7766.5041.73131.7218.64149.204228.78545.2213.564.116359.133.043194.50244.0013.561654.767.360782.294.296688167235036666718576400000581043000002551.383392.9613791.913.827320.8495.4568.214109.68460475602.61.63793723381.3167530.485.691971.6228745135763411.883.55261.3295044.23132.9028.3234.1386.13244.417118.7714.4521.8124.6211.3714.5857.2513.561.865.564.104.484.254.5012.6945.3959.40345.5126.24235.512152.28344.689.276.153242.544.375128.62161.8819.024442.789.473545.486.288461367155950000012203533333384932333331726.882333.799330.834.605290.5331.9397.18860.55343080891.12.07263736777.1727369.657.6201758.1729585113993781.323.63244.2245534.19194.4124.5830.00144.40207.077018.4914.6322.8025.7111.5314.7757.2214.181.935.704.334.474.344.6713.0438.4275.89258.9430.90309.619147.13261.5311.417.733203.785.451100.61126.7622.282376.5911.540440.367.98134960011834333339314900000292720000001581.852011.996956.555.313288.3340.1397.16985.02278640038.12.07349053374.0853369.4210.4541826.3029546114953751.303.56243.2612184.14198.6330.27148.17205.232218.6814.5121.4125.0511.7414.5557.1313.601.875.594.154.454.194.6012.6639.0774.65458.3431.34302.845148.04268.1810.947.646202.055.309103.03129.6522.269379.7011.187447.477.85835670012132666679535466667299555666671566.362004.517094.245.314285.7323.9397.17190.53283803060.12.08650023374.1817369.1410.2251779.462290397524691.212.80195.0098063.30206.8622.0427.12147.65183.291318.2914.3221.4124.5811.6114.4756.9813.431.85.484.014.424.154.4412.4231.8185.94867.1336.27350.961125.45231.277.988.748171.786.18988.38110.9627.195320.9512.707392.028.96031180010493666678248933333259306333331282.271720.245224.685.779239.5251.6297.55369.81253858256.72.65043900074.5062277.4012.565OpenBenchmarking.org

Blender

Blend File: Barbershop - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI400800120016002000SE +/- 2.01, N = 3SE +/- 2.84, N = 3SE +/- 0.52, N = 3SE +/- 0.81, N = 3SE +/- 1.56, N = 3SE +/- 0.14, N = 3SE +/- 1.90, N = 3SE +/- 1.58, N = 3SE +/- 1.49, N = 3SE +/- 0.84, N = 31779.461826.301758.17971.62905.22911.32996.82899.14421.51565.99

VkFFT

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1RTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI9K18K27K36K45KSE +/- 44.06, N = 3SE +/- 149.21, N = 3SE +/- 257.75, N = 3SE +/- 95.96, N = 3SE +/- 413.34, N = 3SE +/- 51.40, N = 3SE +/- 213.44, N = 3SE +/- 78.30, N = 3SE +/- 284.10, N = 3SE +/- 86.88, N = 3229032954629585287453621630475294273411040997325561. (CXX) g++ options: -O3 -pthread

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI4K8K12K16K20KSE +/- 66.84, N = 3SE +/- 54.87, N = 3SE +/- 69.95, N = 3SE +/- 51.64, N = 3SE +/- 110.73, N = 3SE +/- 48.26, N = 3SE +/- 49.97, N = 3SE +/- 54.85, N = 3SE +/- 122.65, N = 3SE +/- 26.30, N = 397521149511399135761700914634128411695218668167991. (CXX) g++ options: -flto -pthread

RedShift Demo

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI100200300400500SE +/- 0.88, N = 3SE +/- 0.88, N = 3SE +/- 1.00, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3469375378341235325351246165239

LuxCoreRender OpenCL

Scene: Food

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI0.91.82.73.64.5SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 4SE +/- 0.03, N = 5SE +/- 0.01, N = 3SE +/- 0.04, N = 12SE +/- 0.04, N = 12SE +/- 0.07, N = 14SE +/- 0.05, N = 121.211.301.321.882.231.971.862.184.002.97MIN: 0.24 / MAX: 1.44MIN: 0.23 / MAX: 1.55MIN: 0.23 / MAX: 1.59MIN: 0.23 / MAX: 2.29MIN: 0.23 / MAX: 2.76MIN: 0.27 / MAX: 2.37MIN: 0.18 / MAX: 2.3MIN: 0.15 / MAX: 2.71MIN: 0.17 / MAX: 5.07MIN: 0.19 / MAX: 3.74

LuxCoreRender OpenCL

Scene: LuxCore Benchmark

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 12SE +/- 0.04, N = 13SE +/- 0.10, N = 12SE +/- 0.07, N = 122.803.563.633.555.033.603.674.587.845.91MIN: 0.23 / MAX: 3.2MIN: 0.23 / MAX: 4.1MIN: 0.23 / MAX: 4.15MIN: 0.23 / MAX: 4.07MIN: 0.32 / MAX: 5.72MIN: 0.27 / MAX: 4.14MIN: 0.2 / MAX: 4.25MIN: 0.19 / MAX: 5.4MIN: 0.15 / MAX: 9.17MIN: 0.25 / MAX: 6.86

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI120240360480600195.01243.26244.22261.33383.46268.11264.53354.86565.10383.42

LuxCoreRender OpenCL

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI3691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 12SE +/- 0.08, N = 12SE +/- 0.14, N = 12SE +/- 0.10, N = 123.304.144.194.235.954.324.325.539.607.13MIN: 3.16 / MAX: 3.4MIN: 3.79 / MAX: 4.28MIN: 4.11 / MAX: 4.29MIN: 4.15 / MAX: 4.3MIN: 5.62 / MAX: 6.04MIN: 4.13 / MAX: 4.4MIN: 1.6 / MAX: 4.51MIN: 2.02 / MAX: 5.76MIN: 3.45 / MAX: 9.87MIN: 2.58 / MAX: 7.38

Blender

Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI50100150200250SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.26, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3206.86198.63194.41132.90102.51126.93132.73103.9755.6384.95

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: VGG19 - Device: OpenCLRTX 2060RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI918273645SE +/- 0.04, N = 2SE +/- 0.05, N = 2SE +/- 0.15, N = 2SE +/- 0.08, N = 222.0424.5828.3237.5632.2927.7836.9040.8829.38

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: VGG16 - Device: OpenCLRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI1122334455SE +/- 0.20, N = 2SE +/- 0.33, N = 2SE +/- 0.36, N = 2SE +/- 0.18, N = 227.1230.2730.0034.1344.5138.7033.7544.0247.5034.98

Blender

Blend File: Classroom - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: NVIDIA OptiXRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI306090120150SE +/- 0.39, N = 3SE +/- 0.95, N = 3SE +/- 0.38, N = 3SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 3SE +/- 0.32, N = 3SE +/- 0.50, N = 3SE +/- 0.16, N = 3SE +/- 0.23, N = 3147.65148.17144.4086.1373.4081.1489.1273.9938.8556.33

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI70140210280350SE +/- 0.18, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.30, N = 3SE +/- 0.14, N = 3183.29205.23207.08244.42307.03260.90229.76304.04320.66235.72

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI510152025SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 4SE +/- 0.09, N = 5SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 15SE +/- 0.20, N = 3SE +/- 0.35, N = 3SE +/- 0.28, N = 418.2918.6818.4918.7718.2118.6518.5818.3218.4518.57MIN: 17.99 / MAX: 28.28MIN: 18.38 / MAX: 19.17MIN: 18.01 / MAX: 28.46MIN: 18.01 / MAX: 30.34MIN: 17.88 / MAX: 20.03MIN: 18.24 / MAX: 19.54MIN: 17.91 / MAX: 28.99MIN: 17.72 / MAX: 19.14MIN: 17.4 / MAX: 28.56MIN: 17.78 / MAX: 20.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI48121620SE +/- 0.05, N = 3SE +/- 0.14, N = 2SE +/- 0.12, N = 4SE +/- 0.24, N = 4SE +/- 0.19, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 15SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.73, N = 414.3214.5114.6314.4514.3514.4714.5514.3614.5015.11MIN: 14.04 / MAX: 14.98MIN: 14.12 / MAX: 15.9MIN: 14.15 / MAX: 16.53MIN: 13.6 / MAX: 27.41MIN: 13.84 / MAX: 22.5MIN: 14.11 / MAX: 24.43MIN: 13.96 / MAX: 25.49MIN: 13.91 / MAX: 27.4MIN: 14.11 / MAX: 14.97MIN: 13.72 / MAX: 369.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI510152025SE +/- 0.56, N = 3SE +/- 0.58, N = 3SE +/- 0.07, N = 4SE +/- 0.41, N = 5SE +/- 0.66, N = 3SE +/- 0.60, N = 3SE +/- 0.24, N = 15SE +/- 0.60, N = 3SE +/- 0.70, N = 3SE +/- 0.64, N = 421.4121.4122.8021.8121.8822.1321.7921.4522.1521.35MIN: 20.54 / MAX: 32.23MIN: 20.58 / MAX: 23.53MIN: 22.31 / MAX: 25.04MIN: 20.55 / MAX: 24.56MIN: 20.33 / MAX: 23.41MIN: 20.69 / MAX: 28.53MIN: 20.42 / MAX: 29.15MIN: 20.52 / MAX: 33.08MIN: 20.53 / MAX: 30.78MIN: 20.24 / MAX: 29.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50RTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI612182430SE +/- 0.15, N = 3SE +/- 0.54, N = 3SE +/- 0.09, N = 4SE +/- 0.23, N = 5SE +/- 0.37, N = 3SE +/- 0.40, N = 3SE +/- 0.18, N = 15SE +/- 0.33, N = 3SE +/- 0.56, N = 3SE +/- 0.35, N = 424.5825.0525.7124.6224.9524.7325.2524.6925.3424.69MIN: 23.83 / MAX: 37.73MIN: 24.29 / MAX: 41.55MIN: 24.88 / MAX: 31.53MIN: 23.99 / MAX: 26.48MIN: 23.91 / MAX: 36.02MIN: 23.79 / MAX: 35.29MIN: 23.93 / MAX: 36.67MIN: 23.98 / MAX: 37.45MIN: 24.02 / MAX: 26.96MIN: 23.66 / MAX: 26.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI3691215SE +/- 0.22, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 4SE +/- 0.06, N = 5SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 15SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 411.6111.7411.5311.3711.2511.2211.3611.4411.7111.41MIN: 11.08 / MAX: 18.93MIN: 11.39 / MAX: 12.18MIN: 11.27 / MAX: 18.29MIN: 11.04 / MAX: 17.87MIN: 11 / MAX: 11.61MIN: 10.85 / MAX: 11.85MIN: 10.75 / MAX: 15.63MIN: 11.09 / MAX: 11.74MIN: 11.28 / MAX: 12.12MIN: 10.77 / MAX: 22.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18RTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI48121620SE +/- 0.26, N = 3SE +/- 0.19, N = 3SE +/- 0.19, N = 4SE +/- 0.12, N = 5SE +/- 0.25, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 15SE +/- 0.19, N = 3SE +/- 0.25, N = 3SE +/- 0.21, N = 414.4714.5514.7714.5814.3614.3614.5314.6514.7414.51MIN: 14.01 / MAX: 23.82MIN: 14.18 / MAX: 15.25MIN: 14.08 / MAX: 16.79MIN: 14.21 / MAX: 16.27MIN: 13.96 / MAX: 17.74MIN: 14.01 / MAX: 15.12MIN: 14.06 / MAX: 27.16MIN: 14.13 / MAX: 15.56MIN: 14.13 / MAX: 15.8MIN: 13.97 / MAX: 25.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16RTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI1326395265SE +/- 0.31, N = 3SE +/- 0.13, N = 3SE +/- 0.14, N = 4SE +/- 0.17, N = 5SE +/- 0.17, N = 3SE +/- 0.37, N = 3SE +/- 0.13, N = 15SE +/- 0.27, N = 3SE +/- 0.09, N = 3SE +/- 0.43, N = 456.9857.1357.2257.2556.5257.0857.1356.6956.9657.18MIN: 55.41 / MAX: 58.77MIN: 56.01 / MAX: 66.17MIN: 55.71 / MAX: 64.21MIN: 55.82 / MAX: 67.69MIN: 55.22 / MAX: 72.77MIN: 55.71 / MAX: 70.92MIN: 54.93 / MAX: 68.8MIN: 55.51 / MAX: 58.35MIN: 56.04 / MAX: 59.71MIN: 54.93 / MAX: 68.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI48121620SE +/- 0.55, N = 3SE +/- 0.27, N = 3SE +/- 0.43, N = 4SE +/- 0.35, N = 5SE +/- 0.68, N = 2SE +/- 0.39, N = 3SE +/- 0.21, N = 14SE +/- 0.49, N = 3SE +/- 0.37, N = 3SE +/- 0.33, N = 413.4313.6014.1813.5613.3213.1213.4813.9613.9513.41MIN: 12.61 / MAX: 15.67MIN: 12.94 / MAX: 24.05MIN: 12.62 / MAX: 15.92MIN: 12.71 / MAX: 20.62MIN: 12.38 / MAX: 25.82MIN: 12.41 / MAX: 14.53MIN: 12.43 / MAX: 26.89MIN: 12.74 / MAX: 15.74MIN: 12.96 / MAX: 24.07MIN: 12.46 / MAX: 28.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI0.43880.87761.31641.75522.194SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 4SE +/- 0.02, N = 5SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 15SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 41.801.871.931.861.831.881.881.951.911.86MIN: 1.79 / MAX: 1.96MIN: 1.8 / MAX: 2.15MIN: 1.85 / MAX: 2.11MIN: 1.81 / MAX: 2.28MIN: 1.78 / MAX: 2.03MIN: 1.77 / MAX: 2.21MIN: 1.78 / MAX: 2.2MIN: 1.85 / MAX: 2.39MIN: 1.82 / MAX: 2.14MIN: 1.78 / MAX: 2.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0RTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI246810SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 4SE +/- 0.04, N = 5SE +/- 0.57, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 15SE +/- 0.26, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 45.485.595.705.566.035.685.606.025.615.55MIN: 5.32 / MAX: 5.98MIN: 5.42 / MAX: 5.85MIN: 5.43 / MAX: 17.45MIN: 5.37 / MAX: 6.08MIN: 5.28 / MAX: 339.41MIN: 5.29 / MAX: 17.94MIN: 5.28 / MAX: 16.37MIN: 5.37 / MAX: 11.96MIN: 5.45 / MAX: 5.87MIN: 5.34 / MAX: 7.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI1.0262.0523.0784.1045.13SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 5SE +/- 0.02, N = 3SE +/- 0.21, N = 3SE +/- 0.07, N = 15SE +/- 0.26, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 44.014.154.334.104.024.214.224.564.204.11MIN: 3.83 / MAX: 4.42MIN: 4 / MAX: 16.56MIN: 4.04 / MAX: 4.77MIN: 3.82 / MAX: 4.59MIN: 3.88 / MAX: 4.28MIN: 3.86 / MAX: 4.92MIN: 3.86 / MAX: 5.14MIN: 3.93 / MAX: 5.1MIN: 3.91 / MAX: 10.98MIN: 3.87 / MAX: 5.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2RTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI1.0172.0343.0514.0685.085SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 4SE +/- 0.01, N = 5SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 13SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 34.424.454.474.484.434.504.464.484.524.47MIN: 4.31 / MAX: 4.8MIN: 4.34 / MAX: 4.91MIN: 4.37 / MAX: 4.78MIN: 4.36 / MAX: 14.35MIN: 4.32 / MAX: 5.06MIN: 4.35 / MAX: 5.04MIN: 4.31 / MAX: 4.82MIN: 4.38 / MAX: 4.9MIN: 4.42 / MAX: 13.63MIN: 4.34 / MAX: 5.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI0.99681.99362.99043.98724.984SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 4SE +/- 0.05, N = 5SE +/- 0.00, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 15SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 44.154.194.344.254.204.304.304.434.344.25MIN: 4.06 / MAX: 4.44MIN: 4.14 / MAX: 4.4MIN: 4.12 / MAX: 4.79MIN: 4.07 / MAX: 4.62MIN: 4.14 / MAX: 4.93MIN: 4.12 / MAX: 4.69MIN: 4.06 / MAX: 19.54MIN: 4.13 / MAX: 11.06MIN: 4.17 / MAX: 4.73MIN: 4.02 / MAX: 5.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI1.06652.1333.19954.2665.3325SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 4SE +/- 0.04, N = 5SE +/- 0.02, N = 3SE +/- 0.23, N = 3SE +/- 0.07, N = 15SE +/- 0.21, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 44.444.604.674.504.494.654.644.744.564.54MIN: 4.21 / MAX: 4.75MIN: 4.35 / MAX: 13.48MIN: 4.31 / MAX: 5.1MIN: 4.19 / MAX: 13.41MIN: 4.26 / MAX: 4.85MIN: 4.19 / MAX: 5.42MIN: 4.23 / MAX: 5.42MIN: 4.31 / MAX: 5.6MIN: 4.3 / MAX: 4.85MIN: 4.25 / MAX: 5.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI3691215SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 4SE +/- 0.16, N = 5SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 15SE +/- 0.18, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 412.4212.6613.0412.6912.7712.7212.7712.6412.7812.54MIN: 11.98 / MAX: 24.63MIN: 12.23 / MAX: 24.28MIN: 12.34 / MAX: 24MIN: 11.97 / MAX: 24.76MIN: 12.01 / MAX: 24.52MIN: 12.26 / MAX: 13.5MIN: 11.98 / MAX: 34.45MIN: 12.22 / MAX: 14.36MIN: 12.35 / MAX: 20.47MIN: 11.94 / MAX: 15.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

PlaidML

FP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCLRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI20406080100SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 331.8139.0738.4245.3966.5049.1642.3263.5379.2348.04

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI20406080100SE +/- 0.35, N = 3SE +/- 0.45, N = 3SE +/- 0.37, N = 3SE +/- 0.38, N = 3SE +/- 0.22, N = 3SE +/- 0.27, N = 3SE +/- 0.29, N = 3SE +/- 0.21, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 385.9574.6575.8959.4041.7354.0463.1844.1934.2154.14

Blender

Blend File: Fishy Cat - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI1530456075SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 367.1358.3458.9445.5131.7242.6048.0332.8021.4836.74

Blender

Blend File: BMW27 - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: NVIDIA OptiXRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI816243240SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 2.49, N = 15SE +/- 0.01, N = 3SE +/- 2.49, N = 1536.2731.3430.9026.2418.6425.2225.4421.6711.4820.15

VkResample

Upscale: 2x - Precision: Double

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI80160240320400SE +/- 0.05, N = 3SE +/- 0.78, N = 3SE +/- 0.28, N = 3SE +/- 0.63, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.26, N = 3SE +/- 0.12, N = 3SE +/- 0.30, N = 3SE +/- 0.88, N = 3350.96302.85309.62235.51149.20216.54261.97152.85148.28264.871. (CXX) g++ options: -O3 -pthread

PlaidML

FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI60120180240300SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.14, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.26, N = 3125.45148.04147.13152.28228.78160.48149.68213.54261.32177.41

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI120240360480600SE +/- 0.61, N = 3SE +/- 0.77, N = 3SE +/- 0.69, N = 3SE +/- 0.00, N = 3SE +/- 1.44, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 1.36, N = 3SE +/- 0.00, N = 3SE +/- 0.89, N = 3231.27268.18261.53344.68545.22373.96309.27519.03545.91306.121. (CXX) g++ options: -O3 -rdynamic -lOpenCL

LuxCoreRender OpenCL

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI510152025SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 12SE +/- 0.27, N = 12SE +/- 0.65, N = 12SE +/- 0.48, N = 127.9810.9411.419.2713.569.1910.0412.1421.9117.11MIN: 7.02 / MAX: 8.25MIN: 9.85 / MAX: 11.46MIN: 9.87 / MAX: 11.85MIN: 8.34 / MAX: 9.64MIN: 12.87 / MAX: 14.06MIN: 7.68 / MAX: 9.63MIN: 5.24 / MAX: 10.68MIN: 6.39 / MAX: 12.87MIN: 12.02 / MAX: 23.73MIN: 8.56 / MAX: 18.35

Betsy GPU Compressor

Codec: ETC2 RGB - Quality: Highest

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 3080RTX 3060 TI246810SE +/- 0.084, N = 9SE +/- 0.064, N = 12SE +/- 0.060, N = 13SE +/- 0.064, N = 12SE +/- 0.058, N = 13SE +/- 0.057, N = 14SE +/- 0.053, N = 15SE +/- 0.063, N = 13SE +/- 0.066, N = 138.7487.6467.7336.1534.1165.5076.6533.6646.0401. (CXX) g++ options: -O3 -O2 -lpthread -ldl

PlaidML

FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI90180270360450SE +/- 0.18, N = 3SE +/- 0.28, N = 3SE +/- 0.18, N = 3SE +/- 0.46, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.39, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3171.78202.05203.78242.54359.13266.39220.43351.18398.64236.40

Betsy GPU Compressor

Codec: ETC1 - Quality: Highest

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI246810SE +/- 0.054, N = 13SE +/- 0.052, N = 13SE +/- 0.052, N = 13SE +/- 0.048, N = 14SE +/- 0.051, N = 14SE +/- 0.060, N = 14SE +/- 0.054, N = 13SE +/- 0.049, N = 14SE +/- 0.052, N = 14SE +/- 0.051, N = 146.1895.3095.4514.3753.0434.0044.8243.1772.7014.3581. (CXX) g++ options: -O3 -O2 -lpthread -ldl

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI50100150200250SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.27, N = 3SE +/- 0.14, N = 3SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.28, N = 3SE +/- 0.08, N = 388.38103.03100.61128.62194.50143.39121.35185.09223.64133.11

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI60120180240300SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.18, N = 3SE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3110.96129.65126.76161.88244.00180.23152.58231.73280.31167.73

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI612182430SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 327.2022.2722.2819.0213.5617.5119.5214.7711.2217.681. (CXX) g++ options: -O3 -pthread

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI160320480640800SE +/- 0.61, N = 3SE +/- 0.70, N = 3SE +/- 0.68, N = 3SE +/- 0.34, N = 3SE +/- 2.07, N = 3SE +/- 0.40, N = 3SE +/- 0.62, N = 3SE +/- 0.39, N = 3SE +/- 1.40, N = 3SE +/- 0.51, N = 3320.95379.70376.59442.78654.76468.60422.86636.84730.76454.66

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI3691215SE +/- 0.091, N = 3SE +/- 0.096, N = 3SE +/- 0.111, N = 3SE +/- 0.131, N = 3SE +/- 0.105, N = 3SE +/- 0.101, N = 3SE +/- 0.110, N = 3SE +/- 0.108, N = 3SE +/- 0.093, N = 3SE +/- 0.056, N = 312.70711.18711.5409.4737.3608.8429.9727.6056.3458.784

PlaidML

FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI2004006008001000SE +/- 0.58, N = 3SE +/- 1.13, N = 3SE +/- 0.53, N = 3SE +/- 1.14, N = 3SE +/- 1.34, N = 3SE +/- 0.10, N = 3SE +/- 0.23, N = 3SE +/- 1.36, N = 3SE +/- 1.56, N = 3SE +/- 0.42, N = 3392.02447.47440.36545.48782.29588.04499.43754.691019.79689.61

Rodinia

Test: OpenCL Particle Filter

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI3691215SE +/- 0.009, N = 3SE +/- 0.017, N = 3SE +/- 0.027, N = 3SE +/- 0.006, N = 3SE +/- 0.016, N = 3SE +/- 0.010, N = 3SE +/- 0.014, N = 3SE +/- 0.076, N = 3SE +/- 0.018, N = 3SE +/- 0.067, N = 38.9607.8587.9816.2884.2965.8096.9004.5074.2907.0401. (CXX) g++ options: -O2 -lOpenCL

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI150K300K450K600K750KSE +/- 57.74, N = 3SE +/- 556.78, N = 3SE +/- 57.74, N = 3SE +/- 133.33, N = 3SE +/- 1120.02, N = 3SE +/- 4580.29, N = 15SE +/- 66.67, N = 3SE +/- 1591.99, N = 3SE +/- 750.56, N = 3SE +/- 550.76, N = 3311800356700349600461367688167527287423733657967723200427100

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI500M1000M1500M2000M2500MSE +/- 635959.47, N = 3SE +/- 845248.16, N = 3SE +/- 1281058.59, N = 3SE +/- 814452.78, N = 3SE +/- 3263093.28, N = 3SE +/- 2042873.79, N = 3SE +/- 933333.33, N = 3SE +/- 1258305.74, N = 3SE +/- 2669165.50, N = 3SE +/- 750555.35, N = 31049366667121326666711834333331559500000235036666717341000001426733333224170000024260333331406900000

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI4000M8000M12000M16000M20000MSE +/- 2302414.19, N = 3SE +/- 2514844.82, N = 3SE +/- 7522189.40, N = 3SE +/- 14178073.84, N = 3SE +/- 24080351.60, N = 3SE +/- 3601851.38, N = 3SE +/- 1017076.42, N = 3SE +/- 20384389.45, N = 3SE +/- 13325289.24, N = 3SE +/- 16045802.50, N = 382489333339535466667931490000012203533333185764000001365300000011183366667177513000001915110000011103733333

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI12000M24000M36000M48000M60000MSE +/- 11770207.21, N = 3SE +/- 9342079.24, N = 3SE +/- 8911415.90, N = 3SE +/- 30944592.06, N = 3SE +/- 33241139.17, N = 3SE +/- 13808974.54, N = 3SE +/- 41910871.04, N = 3SE +/- 63030953.60, N = 3SE +/- 39942305.61, N = 3SE +/- 23055223.56, N = 325930633333299555666672927200000038493233333581043000004313696666735466033333554883333335642913333332927600000

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI7001400210028003500SE +/- 1.88, N = 3SE +/- 3.57, N = 3SE +/- 2.50, N = 3SE +/- 0.70, N = 3SE +/- 2.13, N = 3SE +/- 1.68, N = 3SE +/- 3.23, N = 3SE +/- 4.12, N = 3SE +/- 8.25, N = 3SE +/- 4.77, N = 31282.271566.361581.851726.882551.381816.871701.992414.963062.001875.37

PlaidML

FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI8001600240032004000SE +/- 1.92, N = 3SE +/- 1.56, N = 3SE +/- 2.83, N = 3SE +/- 3.97, N = 3SE +/- 16.11, N = 3SE +/- 1.35, N = 3SE +/- 0.32, N = 3SE +/- 16.01, N = 3SE +/- 12.23, N = 3SE +/- 1.99, N = 31720.242004.512011.992333.793392.962489.112300.013316.313623.822428.74

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI3K6K9K12K15KSE +/- 4.93, N = 3SE +/- 85.50, N = 15SE +/- 78.58, N = 15SE +/- 43.62, N = 3SE +/- 135.03, N = 15SE +/- 165.30, N = 3SE +/- 72.96, N = 15SE +/- 138.31, N = 15SE +/- 232.90, N = 3SE +/- 74.13, N = 155224.687094.246956.559330.8313791.9110244.088551.5713432.8915586.038365.851. (CXX) g++ options: -O3 -rdynamic -lOpenCL

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI1.30032.60063.90095.20126.5015SE +/- 0.064, N = 3SE +/- 0.049, N = 3SE +/- 0.055, N = 3SE +/- 0.053, N = 3SE +/- 0.056, N = 3SE +/- 0.060, N = 3SE +/- 0.067, N = 4SE +/- 0.057, N = 3SE +/- 0.047, N = 5SE +/- 0.008, N = 35.7795.3145.3134.6053.8274.3584.7613.8563.5124.371

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI80160240320400SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 3239.5285.7288.3290.5320.8302.0292.3324.0354.7294.11. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI140280420560700SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.20, N = 3SE +/- 0.79, N = 3SE +/- 1.30, N = 3SE +/- 0.17, N = 3SE +/- 0.23, N = 3SE +/- 0.38, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3251.6323.9340.1331.9495.4350.8320.6446.6645.3384.31. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI150300450600750SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.44, N = 3297.5397.1397.1397.1568.2437.8397.1545.6674.2392.81. (CC) gcc options: -O2 -flto -lOpenCL

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI6K12K18K24K30KSE +/- 56.79, N = 15SE +/- 90.04, N = 15SE +/- 75.69, N = 15SE +/- 6.84, N = 3SE +/- 193.76, N = 15SE +/- 174.06, N = 3SE +/- 84.78, N = 15SE +/- 138.31, N = 3SE +/- 0.32, N = 3SE +/- 0.44, N = 35369.817190.536985.028860.5514109.6810347.928591.7712677.1829490.8116033.641. (CXX) g++ options: -O3 -rdynamic -lOpenCL

MandelGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPURTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI100M200M300M400M500MSE +/- 1171800.01, N = 3SE +/- 776602.98, N = 3SE +/- 1645708.79, N = 3SE +/- 1494897.42, N = 3SE +/- 2487384.16, N = 3SE +/- 774665.97, N = 3SE +/- 516930.54, N = 3SE +/- 590928.34, N = 3SE +/- 2886689.51, N = 3SE +/- 805777.35, N = 3253858256.7283803060.1278640038.1343080891.1460475602.6368037096.6321637774.3447272306.0421918457.5280941400.21. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

ArrayFire

Test: Conjugate Gradient OpenCL

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI0.59631.19261.78892.38522.9815SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.010, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.010, N = 3SE +/- 0.004, N = 3SE +/- 0.002, N = 32.6502.0862.0732.0721.6371.8932.0601.6701.5572.0921. (CXX) g++ options: -rdynamic

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI200K400K600K800K1000KSE +/- 1101.51, N = 3SE +/- 726.48, N = 3SE +/- 1192.10, N = 3SE +/- 1713.99, N = 3SE +/- 520.68, N = 3SE +/- 1963.27, N = 3SE +/- 435.89, N = 3SE +/- 3113.41, N = 3SE +/- 503.32, N = 3SE +/- 3659.23, N = 3439000500233490533637367937233711967593700885300981300581300

ViennaCL

OpenCL LU Factorization

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI20406080100SE +/- 0.20, N = 3SE +/- 0.18, N = 3SE +/- 0.40, N = 3SE +/- 0.16, N = 3SE +/- 0.19, N = 3SE +/- 0.12, N = 3SE +/- 0.40, N = 3SE +/- 0.20, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 374.5174.1874.0977.1781.3276.6975.8078.3279.3275.791. (CXX) g++ options: -rdynamic -lOpenCL

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI140280420560700SE +/- 0.14, N = 3SE +/- 0.01, N = 3SE +/- 0.41, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.66, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3277.40369.14369.42369.65530.48405.68370.17508.00662.24389.181. (CXX) g++ options: -O3 -rdynamic -lOpenCL

FinanceBench

Benchmark: Black-Scholes OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLRTX 2060RTX 2070RTX 2060 SUPERRTX 2080TITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 3080RTX 3060 TI3691215SE +/- 0.001, N = 3SE +/- 0.017, N = 3SE +/- 0.010, N = 3SE +/- 0.019, N = 3SE +/- 0.005, N = 3SE +/- 0.022, N = 3SE +/- 0.003, N = 3SE +/- 0.007, N = 3SE +/- 0.020, N = 3SE +/- 0.000, N = 312.56510.22510.4547.6205.6916.7498.2246.0144.8698.3281. (CXX) g++ options: -O3 -lOpenCL

Phoronix Test Suite v10.8.4