NVIDIA GPU Compute Ubuntu Linux Benchmarks

AMD Ryzen 9 5950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS) and NVIDIA TITAN RTX 24GB on Ubuntu 20.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2011151-FI-GPUCOMPUT59.

NVIDIA GPU Compute Ubuntu Linux BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS)AMD Starship/Matisse16GB2000GB Corsair Force MP600 + 2000GBZotac NVIDIA GeForce RTX 2080 8GB (420/405MHz)NVIDIA TU104 HD AudioASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.4.0-51-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8NVIDIA 455.384.6.0OpenCL 1.2 CUDA 11.1.1101.2.142GCC 9.3.0ext43840x2160NVIDIA GeForce RTX 2080 SUPER 8GB (780/810MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TU102 HD AudioNVIDIA TITAN RTX 24GB (525/405MHz)NVIDIA GeForce RTX 3080 10GB (1710/9501MHz)NVIDIA Device 1aefOpenBenchmarking.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 performance - CPU Microcode: 0xa201009OpenCL Details- 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 3080: GPU Compute Cores: 8704Python 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 GPU Compute Ubuntu Linux Benchmarkswaifu2x-ncnn: 2x - 3 - Yesrealsr-ncnn: 4x - Yesrealsr-ncnn: 4x - Noluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: DLSCluxcorerender-cl: Rainbow Colors and Prismluxcorerender-cl: Foodplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - Inception V3 - OpenCLplaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Inference - NASNer Large - OpenCLplaidml: No - Inference - DenseNet 201 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLplaidml: No - Inference - VGG16 - OpenCLplaidml: No - Inference - VGG19 - OpenCLclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTclpeak: Transfer Bandwidth enqueueWriteBuffercl-mem: Readcl-mem: Writecl-mem: Copyindigobench: OpenCL GPU - Supercarindigobench: OpenCL GPU - Bedroomgeekbench: GPU OpenCLgeekbench: GPU NVIDIA CUDAgeekbench: GPU Vulkanhashcat: MD5hashcat: SHA1hashcat: SHA-512hashcat: 7-Ziphashcat: TrueCrypt RIPEMD160 + XTSoctanebench: Total Scorefinancebench: Black-Scholes OpenCLfinancebench: Monte-Carlo OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30804.54159.8489.7253.514.29979.221.832332.081729.99243.23440.4745.35152.08547.83164.06129.69368.899193.35344.989304.0712.74396.9332.1290.124.9977.76911331612246510199738522285714121768000001544957143645155460763258.1849448.262410.3352224.58057.3629.4643.324.028.291.732346.261739.12250.48439.2445.63149.77553.50170.96135.38375.759708.25351.049901.8912.08410.7322.8286.424.0837.44711944412482810165340186585714127211857141612371429656110482186249.9829877.196444.0391243.81444.5277.7124.705.6812.332.163247.362412.18351.89636.9263.54212.23753.92236.27187.15508.0613526.33522.5713471.2112.75545.6443.6323.733.33911.00915409616958413348155679200000177551571432238314286893090654571354.5963926.025320.8466634.03844.7397.8644.565.5512.372.003260.092442.36333.46607.4861.68211.95732.57230.45182.79492.0013443.29508.0913226.0212.04531.4455.9299.432.89810.83815246615810512796954291657143173461333332167566667864353641038356.6587436.234300.9975453.62537.0076.7747.058.8119.563.423705.812886.85364.06670.2972.22236.68950.29258.67205.51606.1026863.55491.4014424.6822.77615.5577.9325.441.96715.98119010920032215327651287871429175563571432198971429898100655600516.6875525.685210.192108OpenBenchmarking.org

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30801.03052.0613.09154.1225.1525SE +/- 0.019, N = 8SE +/- 0.021, N = 8SE +/- 0.013, N = 8SE +/- 0.019, N = 8SE +/- 0.017, N = 94.5414.5803.8144.0383.625

Waifu2x-NCNN Vulkan

GPU Power Consumption Monitor

MinAvgMaxRTX 208014.697.9193.5RTX 2080 SUPER22.4101.0195.3RTX 2080 Ti7.2116.9247.2TITAN RTX21.0117.7261.8RTX 308030.1132.1242.7OpenBenchmarking.orgWatts, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818GPU Power Consumption Monitor70140210280350

Waifu2x-NCNN Vulkan

GPU Temperature Monitor

MinAvgMaxRTX 208037.048.358.0RTX 2080 SUPER35.042.449.0RTX 2080 Ti44.050.657.0TITAN RTX45.051.758.0RTX 308035.042.148.0OpenBenchmarking.orgCelsius, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818GPU Temperature Monitor1632486480

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30801326395265SE +/- 0.37, N = 3SE +/- 0.19, N = 3SE +/- 0.20, N = 3SE +/- 0.24, N = 3SE +/- 0.12, N = 359.8557.3644.5344.7437.01

RealSR-NCNN

GPU Power Consumption Monitor

MinAvgMaxRTX 208015.9195.7220.1RTX 2080 SUPER15.0221.3256.2RTX 2080 Ti8.0230.1267.4TITAN RTX20.2249.7286.1RTX 308030.3278.0319.8OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption Monitor80160240320400

RealSR-NCNN

GPU Temperature Monitor

MinAvgMaxRTX 208050.075.983.0RTX 2080 SUPER40.064.774.0RTX 2080 Ti48.066.875.0TITAN RTX49.069.076.0RTX 308041.060.970.0OpenBenchmarking.orgCelsius, Fewer Is BetterRealSR-NCNN 20200818GPU Temperature Monitor20406080100

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30803691215SE +/- 0.030, N = 5SE +/- 0.032, N = 5SE +/- 0.020, N = 6SE +/- 0.026, N = 6SE +/- 0.018, N = 69.7259.4647.7127.8646.774

RealSR-NCNN

GPU Power Consumption Monitor

MinAvgMaxRTX 208018.4131.8219.6RTX 2080 SUPER15.1148.0253.7RTX 2080 Ti10.3141.0264.0TITAN RTX20.5161.2282.8RTX 308035.2169.1319.4OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption Monitor80160240320400

RealSR-NCNN

GPU Temperature Monitor

MinAvgMaxRTX 208066.070.274.0RTX 2080 SUPER58.063.368.0RTX 2080 Ti59.064.168.0TITAN RTX61.065.770.0RTX 308056.059.563.0OpenBenchmarking.orgCelsius, Fewer Is BetterRealSR-NCNN 20200818GPU Temperature Monitor20406080100

LuxCoreRender OpenCL

Scene: LuxCore Benchmark

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080246810SE +/- 0.01, N = 3SE +/- 0.06, N = 12SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 123.513.324.704.567.05MIN: 0.23 / MAX: 4.09MIN: 0.12 / MAX: 3.87MIN: 0.32 / MAX: 5.4MIN: 0.27 / MAX: 5.28MIN: 0.14 / MAX: 8.28

LuxCoreRender OpenCL

Scene: LuxCore Benchmark

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.00680.01360.02040.02720.0340.020.030.030.020.03

LuxCoreRender OpenCL

GPU Power Consumption Monitor

MinAvgMaxRTX 208017.3141.2163.5RTX 2080 SUPER15.1128.5149.2RTX 2080 Ti9.6186.1220.1TITAN RTX31.0199.2233.3RTX 308033.1234.2269.5OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Power Consumption Monitor70140210280350

LuxCoreRender OpenCL

GPU Temperature Monitor

MinAvgMaxRTX 208060.071.676.0RTX 2080 SUPER54.059.561.0RTX 2080 Ti55.068.273.0TITAN RTX57.069.373.0RTX 308053.066.169.0OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Temperature Monitor20406080100

LuxCoreRender OpenCL

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080246810SE +/- 0.0021, N = 3SE +/- 0.0767, N = 12SE +/- 0.0050, N = 3SE +/- 0.0103, N = 3SE +/- 0.1726, N = 124.29974.02005.68005.55008.8100MIN: 4.12 / MAX: 4.39MIN: 1.08 / MAX: 4.24MIN: 5.06 / MAX: 5.77MIN: 5.17 / MAX: 5.71MIN: 2.46 / MAX: 9.15

LuxCoreRender OpenCL

Scene: DLSC

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.00680.01360.02040.02720.0340.030.030.030.030.03

LuxCoreRender OpenCL

GPU Power Consumption Monitor

MinAvgMaxRTX 208017.2156.1170.3RTX 2080 SUPER21.3141.2156.0RTX 2080 Ti9.8210.2232.6TITAN RTX20.9218.4242.1RTX 308034.1263.3285.6OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Power Consumption Monitor70140210280350

LuxCoreRender OpenCL

GPU Temperature Monitor

MinAvgMaxRTX 208061.074.378.0RTX 2080 SUPER51.061.764.0RTX 2080 Ti58.071.475.0TITAN RTX59.072.075.0RTX 308056.068.671.0OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Temperature Monitor20406080100

LuxCoreRender OpenCL

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080510152025SE +/- 0.03, N = 3SE +/- 0.22, N = 12SE +/- 0.01, N = 4SE +/- 0.04, N = 4SE +/- 0.60, N = 159.228.2912.3312.3719.56MIN: 7.65 / MAX: 9.67MIN: 2.99 / MAX: 8.97MIN: 10.6 / MAX: 12.86MIN: 11.36 / MAX: 12.94MIN: 7.47 / MAX: 21.25

LuxCoreRender OpenCL

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.02480.04960.07440.09920.1240.080.070.080.070.11

LuxCoreRender OpenCL

GPU Power Consumption Monitor

MinAvgMaxRTX 208017.8117.6143.9RTX 2080 SUPER21.4111.0133.9RTX 2080 Ti10.1148.6195.4TITAN RTX33.1165.9213.6RTX 308035.0183.6253.5OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Power Consumption Monitor70140210280350

LuxCoreRender OpenCL

GPU Temperature Monitor

MinAvgMaxRTX 208064.067.870.0RTX 2080 SUPER53.056.859.0RTX 2080 Ti61.065.868.0TITAN RTX62.066.669.0RTX 308058.061.364.0OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Temperature Monitor20406080100

LuxCoreRender OpenCL

Scene: Food

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.76951.5392.30853.0783.8475SE +/- 0.01, N = 3SE +/- 0.04, N = 12SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 141.831.732.162.003.42MIN: 0.23 / MAX: 2.25MIN: 0.13 / MAX: 2.18MIN: 0.26 / MAX: 2.67MIN: 0.22 / MAX: 2.51MIN: 0.14 / MAX: 4.4

LuxCoreRender OpenCL

Scene: Food

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.00450.0090.01350.0180.02250.010.010.010.010.02

LuxCoreRender OpenCL

GPU Power Consumption Monitor

MinAvgMaxRTX 208017.1136.0159.2RTX 2080 SUPER14.9124.3148.9RTX 2080 Ti9.5172.0205.8TITAN RTX21.0183.0218.9RTX 308033.3222.8261.9OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Power Consumption Monitor70140210280350

LuxCoreRender OpenCL

GPU Temperature Monitor

MinAvgMaxRTX 208058.070.575.0RTX 2080 SUPER49.057.860.0RTX 2080 Ti56.067.071.0TITAN RTX57.068.072.0RTX 308055.065.569.0OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Temperature Monitor20406080100

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30808001600240032004000SE +/- 2.79, N = 8SE +/- 9.43, N = 7SE +/- 5.64, N = 8SE +/- 12.50, N = 8SE +/- 11.95, N = 82332.082346.263247.363260.093705.81

PlaidML

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

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080112233445536.3138.7949.2639.5837.70

PlaidML

GPU Power Consumption Monitor

MinAvgMaxRTX 208017.664.2133.0RTX 2080 SUPER21.560.5125.9RTX 2080 Ti9.465.9158.8TITAN RTX23.282.4166.8RTX 308034.998.3185.2OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption Monitor50100150200250

PlaidML

GPU Temperature Monitor

MinAvgMaxRTX 208056.060.064.0RTX 2080 SUPER47.050.554.0RTX 2080 Ti53.056.460.0TITAN RTX54.057.662.0RTX 308052.055.559.0OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature Monitor20406080100

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30806001200180024003000SE +/- 1.69, N = 8SE +/- 4.08, N = 8SE +/- 3.75, N = 8SE +/- 6.18, N = 8SE +/- 7.62, N = 91729.991739.122412.182442.362886.85

PlaidML

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

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 308071421283523.9225.5531.1926.8228.23

PlaidML

GPU Power Consumption Monitor

MinAvgMaxRTX 208015.772.3156.7RTX 2080 SUPER15.568.1151.2RTX 2080 Ti8.777.3195.4TITAN RTX31.291.1198.3RTX 308030.9102.3219.1OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption Monitor60120180240300

PlaidML

GPU Temperature Monitor

MinAvgMaxRTX 208053.056.060.0RTX 2080 SUPER45.047.050.0RTX 2080 Ti50.051.955.0TITAN RTX52.053.357.0RTX 308040.043.949.0OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature Monitor1632486480

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 308080160240320400SE +/- 0.67, N = 3SE +/- 0.57, N = 3SE +/- 0.35, N = 3SE +/- 0.99, N = 3SE +/- 0.31, N = 4243.23250.48351.89333.46364.06

PlaidML

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

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.721.442.162.883.62.292.473.202.732.47

PlaidML

GPU Power Consumption Monitor

MinAvgMaxRTX 208015.8106.3188.4RTX 2080 SUPER22.4101.4183.1RTX 2080 Ti8.3109.9245.2TITAN RTX18.0122.2256.5RTX 308031.5147.7253.7OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption Monitor70140210280350

PlaidML

GPU Temperature Monitor

MinAvgMaxRTX 208053.059.869.0RTX 2080 SUPER43.047.954.0RTX 2080 Ti48.051.859.0TITAN RTX50.054.161.0RTX 308043.049.157.0OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature Monitor20406080100

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080140280420560700SE +/- 0.75, N = 5SE +/- 0.81, N = 5SE +/- 0.81, N = 5SE +/- 1.42, N = 5SE +/- 0.85, N = 5440.47439.24636.92607.48670.29

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 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30801.28252.5653.84755.136.41254.274.455.704.824.93

PlaidML

GPU Power Consumption Monitor

MinAvgMaxRTX 208015.9103.2198.9RTX 2080 SUPER23.598.8196.7RTX 2080 Ti8.5111.7254.8TITAN RTX33.8126.1262.8RTX 308032.2136.0273.6OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption Monitor70140210280350

PlaidML

GPU Temperature Monitor

MinAvgMaxRTX 208058.062.769.0RTX 2080 SUPER46.049.455.0RTX 2080 Ti50.053.259.0TITAN RTX52.055.561.0RTX 308048.051.957.0OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature Monitor20406080100

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30801632486480SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 345.3545.6363.5461.6872.22

PlaidML

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

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.090.180.270.360.450.310.320.400.360.37

PlaidML

GPU Power Consumption Monitor

MinAvgMaxRTX 208015.8148.1216.0RTX 2080 SUPER24.1142.7215.3RTX 2080 Ti9.2159.5265.1TITAN RTX31.3173.5284.3RTX 308032.1196.9308.4OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption Monitor80160240320400

PlaidML

GPU Temperature Monitor

MinAvgMaxRTX 208055.070.781.0RTX 2080 SUPER44.056.066.0RTX 2080 Ti48.059.770.0TITAN RTX50.061.872.0RTX 308049.058.668.0OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature Monitor20406080100

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 308050100150200250SE +/- 0.00, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.43, N = 3152.08149.77212.23211.95236.68

PlaidML

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

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.57831.15661.73492.31322.89151.961.702.572.231.79

PlaidML

GPU Power Consumption Monitor

MinAvgMaxRTX 208018.177.6161.2RTX 2080 SUPER23.788.1151.3RTX 2080 Ti9.582.7214.8TITAN RTX20.595.1219.4RTX 308035.9131.9230.2OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption Monitor60120180240300

PlaidML

GPU Temperature Monitor

MinAvgMaxRTX 208056.060.668.0RTX 2080 SUPER50.053.756.0RTX 2080 Ti51.054.960.0TITAN RTX52.056.261.0RTX 308053.056.160.0OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature Monitor20406080100

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30802004006008001000SE +/- 0.68, N = 5SE +/- 0.74, N = 5SE +/- 0.84, N = 6SE +/- 2.49, N = 6SE +/- 3.27, N = 6547.83553.50753.92732.57950.29

PlaidML

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

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30802468106.266.687.956.727.80

PlaidML

GPU Power Consumption Monitor

MinAvgMaxRTX 208015.987.5154.7RTX 2080 SUPER16.782.9139.9RTX 2080 Ti8.694.8187.9TITAN RTX17.9109.0195.5RTX 308034.8121.8216.5OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption Monitor60120180240300

PlaidML

GPU Temperature Monitor

MinAvgMaxRTX 208056.060.064.0RTX 2080 SUPER48.050.653.0RTX 2080 Ti50.053.057.0TITAN RTX52.055.059.0RTX 308053.055.058.0OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature Monitor20406080100

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 308060120180240300SE +/- 0.84, N = 3SE +/- 0.74, N = 3SE +/- 0.53, N = 3SE +/- 0.40, N = 3SE +/- 0.63, N = 3164.06170.96236.27230.45258.67

PlaidML

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

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.40050.8011.20151.6022.00251.341.521.781.571.61

PlaidML

GPU Power Consumption Monitor

MinAvgMaxRTX 208015.7122.2208.6RTX 2080 SUPER15.9112.5236.6RTX 2080 Ti8.5132.6271.7TITAN RTX23.3146.7289.5RTX 308031.9160.2309.9OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption Monitor80160240320400

PlaidML

GPU Temperature Monitor

MinAvgMaxRTX 208054.063.475.0RTX 2080 SUPER42.049.861.0RTX 2080 Ti47.053.362.0TITAN RTX49.056.064.0RTX 308049.054.963.0OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature Monitor20406080100

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 308050100150200250SE +/- 0.62, N = 3SE +/- 0.50, N = 3SE +/- 0.49, N = 3SE +/- 0.29, N = 3SE +/- 0.28, N = 3129.69135.38187.15182.79205.51

PlaidML

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

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.29480.58960.88441.17921.4740.960.951.311.131.16

PlaidML

GPU Power Consumption Monitor

MinAvgMaxRTX 208016.2134.6218.7RTX 2080 SUPER18.0142.2249.6RTX 2080 Ti8.8142.8262.4TITAN RTX19.7161.5282.0RTX 308032.5176.7312.5OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLGPU Power Consumption Monitor80160240320400

PlaidML

GPU Temperature Monitor

MinAvgMaxRTX 208056.067.177.0RTX 2080 SUPER46.054.764.0RTX 2080 Ti49.056.464.0TITAN RTX52.059.368.0RTX 308052.057.865.0OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature Monitor20406080100

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080130260390520650SE +/- 0.27, N = 13SE +/- 1.26, N = 13SE +/- 0.26, N = 12SE +/- 5.18, N = 15SE +/- 8.02, N = 15368.89375.75508.06492.00606.101. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30802468106.006.466.276.065.63

clpeak

GPU Power Consumption Monitor

MinAvgMaxRTX 208016.461.5157.5RTX 2080 SUPER16.158.1151.9RTX 2080 Ti9.181.0223.4TITAN RTX20.681.2223.9RTX 308034.2107.7230.7OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption Monitor60120180240300

clpeak

GPU Temperature Monitor

MinAvgMaxRTX 208055.060.066.0RTX 2080 SUPER47.050.855.0RTX 2080 Ti51.054.558.0TITAN RTX52.055.561.0RTX 308052.054.859.0OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature Monitor20406080100

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30806K12K18K24K30KSE +/- 98.52, N = 15SE +/- 130.54, N = 15SE +/- 197.26, N = 15SE +/- 203.05, N = 15SE +/- 278.43, N = 159193.359708.2513526.3313443.2926863.551. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 308060120180240300157.66158.97156.11123.36270.78

clpeak

GPU Power Consumption Monitor

MinAvgMaxRTX 208015.558.3150.6RTX 2080 SUPER23.261.1156.9RTX 2080 Ti8.386.6228.5TITAN RTX16.7109.0240.0RTX 308032.799.2206.8OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption Monitor60120180240300

clpeak

GPU Temperature Monitor

MinAvgMaxRTX 208052.054.358.0RTX 2080 SUPER44.046.050.0RTX 2080 Ti49.051.657.0TITAN RTX50.053.157.0RTX 308050.051.556.0OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature Monitor1632486480

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080110220330440550SE +/- 0.90, N = 3SE +/- 1.01, N = 3SE +/- 1.17, N = 3SE +/- 2.13, N = 3SE +/- 1.88, N = 3344.98351.04522.57508.09491.401. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.9271.8542.7813.7084.6353.613.884.123.623.27

clpeak

GPU Power Consumption Monitor

MinAvgMaxRTX 208015.995.6110.0RTX 2080 SUPER20.890.499.2RTX 2080 Ti9.1126.8138.7TITAN RTX32.1140.2151.8RTX 308032.2150.1161.7OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption Monitor50100150200250

clpeak

GPU Temperature Monitor

MinAvgMaxRTX 208051.060.365.0RTX 2080 SUPER42.047.649.0RTX 2080 Ti47.055.559.0TITAN RTX49.057.761.0RTX 308048.055.258.0OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature Monitor20406080100

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30803K6K9K12K15KSE +/- 73.70, N = 12SE +/- 140.23, N = 15SE +/- 128.07, N = 15SE +/- 150.06, N = 15SE +/- 124.70, N = 159304.079901.8913471.2113226.0214424.681. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS Per Watt, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080306090120150127.17130.97137.99117.57109.10

clpeak

GPU Power Consumption Monitor

MinAvgMaxRTX 208016.673.2219.9RTX 2080 SUPER14.375.6246.9RTX 2080 Ti8.997.6270.8TITAN RTX19.4112.5284.7RTX 308033.5132.2315.4OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption Monitor80160240320400

clpeak

GPU Temperature Monitor

MinAvgMaxRTX 208057.059.565.0RTX 2080 SUPER44.046.653.0RTX 2080 Ti51.053.858.0TITAN RTX54.056.661.0RTX 308052.055.160.0OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature Monitor20406080100

clpeak

OpenCL Test: Transfer Bandwidth enqueueWriteBuffer

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080510152025SE +/- 0.00, N = 6SE +/- 0.05, N = 5SE +/- 0.00, N = 4SE +/- 0.04, N = 5SE +/- 0.12, N = 512.7412.0812.7512.0422.771. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Transfer Bandwidth enqueueWriteBuffer

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.05180.10360.15540.20720.2590.230.220.170.150.22

clpeak

GPU Power Consumption Monitor

MinAvgMaxRTX 208016.254.267.4RTX 2080 SUPER15.755.268.1RTX 2080 Ti9.173.284.1TITAN RTX19.782.799.5RTX 308033.7103.7122.8OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption Monitor4080120160200

clpeak

GPU Temperature Monitor

MinAvgMaxRTX 208053.054.656.0RTX 2080 SUPER42.043.945.0RTX 2080 Ti48.050.251.0TITAN RTX50.052.854.0RTX 308051.052.453.0OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature Monitor1632486480

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080130260390520650SE +/- 0.10, N = 8SE +/- 0.99, N = 7SE +/- 0.13, N = 8SE +/- 1.67, N = 8SE +/- 3.90, N = 9396.9410.7545.6531.4615.51. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30801.25332.50663.75995.01326.26654.935.155.575.084.68

cl-mem

GPU Power Consumption Monitor

MinAvgMaxRTX 208015.580.5123.8RTX 2080 SUPER16.079.7122.9RTX 2080 Ti8.898.0177.7TITAN RTX17.4104.6175.6RTX 308031.3131.6228.8OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13GPU Power Consumption Monitor60120180240300

cl-mem

GPU Temperature Monitor

MinAvgMaxRTX 208046.053.459.0RTX 2080 SUPER38.042.546.0RTX 2080 Ti40.045.850.0TITAN RTX43.048.553.0RTX 308043.048.352.0OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature Monitor1632486480

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080120240360480600SE +/- 0.43, N = 8SE +/- 0.75, N = 8SE +/- 0.66, N = 8SE +/- 1.23, N = 8SE +/- 2.84, N = 9332.1322.8443.6455.9577.91. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.991.982.973.964.954.014.034.404.364.28

cl-mem

GPU Power Consumption Monitor

MinAvgMaxRTX 208016.482.8124.7RTX 2080 SUPER15.180.2123.1RTX 2080 Ti8.8100.8177.6TITAN RTX19.3104.6177.0RTX 308032.3135.2231.1OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13GPU Power Consumption Monitor60120180240300

cl-mem

GPU Temperature Monitor

MinAvgMaxRTX 208053.058.061.0RTX 2080 SUPER40.044.347.0RTX 2080 Ti44.048.251.0TITAN RTX46.050.654.0RTX 308046.051.054.0OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature Monitor20406080100

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 308070140210280350SE +/- 0.10, N = 8SE +/- 0.31, N = 8SE +/- 0.23, N = 8SE +/- 0.83, N = 8SE +/- 0.79, N = 9290.1286.4323.7299.4325.41. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.80331.60662.40993.21324.01653.573.562.962.822.42

cl-mem

GPU Power Consumption Monitor

MinAvgMaxRTX 208016.281.3125.1RTX 2080 SUPER15.080.4123.1RTX 2080 Ti8.3109.2179.1TITAN RTX25.4106.2180.1RTX 308032.5134.6232.9OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13GPU Power Consumption Monitor60120180240300

cl-mem

GPU Temperature Monitor

MinAvgMaxRTX 208055.059.262.0RTX 2080 SUPER41.045.047.0RTX 2080 Ti45.049.252.0TITAN RTX47.051.455.0RTX 308048.052.255.0OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature Monitor20406080100

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30801020304050SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 325.0024.0833.3432.9041.97

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s Per Watt, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.04280.08560.12840.17120.2140.170.190.170.160.18

IndigoBench

GPU Power Consumption Monitor

MinAvgMaxRTX 208015.4146.4179.5RTX 2080 SUPER23.3130.0161.2RTX 2080 Ti8.3194.5240.8TITAN RTX18.7203.6246.8RTX 308032.2230.7260.7OpenBenchmarking.orgWatts, Fewer Is BetterIndigoBench 4.4GPU Power Consumption Monitor70140210280350

IndigoBench

GPU Temperature Monitor

MinAvgMaxRTX 208046.068.376.0RTX 2080 SUPER38.051.758.0RTX 2080 Ti40.061.371.0TITAN RTX43.063.672.0RTX 308048.062.968.0OpenBenchmarking.orgCelsius, Fewer Is BetterIndigoBench 4.4GPU Temperature Monitor20406080100

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 308048121620SE +/- 0.001, N = 3SE +/- 0.009, N = 3SE +/- 0.003, N = 3SE +/- 0.014, N = 3SE +/- 0.031, N = 37.7697.44711.00910.83815.981

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s Per Watt, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.01350.0270.04050.0540.06750.050.060.050.050.06

IndigoBench

GPU Power Consumption Monitor

MinAvgMaxRTX 208017.5154.2184.2RTX 2080 SUPER15.8134.4166.7RTX 2080 Ti10.0209.4247.7TITAN RTX36.1214.3252.3RTX 308034.6251.8280.7OpenBenchmarking.orgWatts, Fewer Is BetterIndigoBench 4.4GPU Power Consumption Monitor70140210280350

IndigoBench

GPU Temperature Monitor

MinAvgMaxRTX 208063.074.178.0RTX 2080 SUPER50.057.461.0RTX 2080 Ti58.070.574.0TITAN RTX59.070.874.0RTX 308057.066.669.0OpenBenchmarking.orgCelsius, Fewer Is BetterIndigoBench 4.4GPU Temperature Monitor20406080100

Geekbench

Test: GPU OpenCL

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 308040K80K120K160K200KSE +/- 1311.57, N = 3SE +/- 280.83, N = 3SE +/- 1531.88, N = 3SE +/- 778.10, N = 3SE +/- 1209.01, N = 3113316119444154096152466190109

Geekbench

Test: GPU OpenCL

OpenBenchmarking.orgScore Per Watt, More Is BetterGeekbench 5Test: GPU OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30804008001200160020001618.471740.692069.751587.741761.58

Geekbench

GPU Power Consumption Monitor

MinAvgMaxRTX 208016.470.0206.5RTX 2080 SUPER10.368.6231.5RTX 2080 Ti9.674.5224.7TITAN RTX19.296.0293.0RTX 308033.7107.9185.8OpenBenchmarking.orgWatts, Fewer Is BetterGeekbench 5GPU Power Consumption Monitor70140210280350

Geekbench

GPU Temperature Monitor

MinAvgMaxRTX 208057.061.768.0RTX 2080 SUPER48.051.156.0RTX 2080 Ti55.059.164.0TITAN RTX56.059.965.0RTX 308052.055.961.0OpenBenchmarking.orgCelsius, Fewer Is BetterGeekbench 5GPU Temperature Monitor20406080100

Geekbench

Test: GPU NVIDIA CUDA

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU NVIDIA CUDARTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 308040K80K120K160K200KSE +/- 155.09, N = 3SE +/- 1228.54, N = 3SE +/- 1485.62, N = 3SE +/- 2170.04, N = 3SE +/- 1123.67, N = 3122465124828169584158105200322

Geekbench

Test: GPU NVIDIA CUDA

OpenBenchmarking.orgScore Per Watt, More Is BetterGeekbench 5Test: GPU NVIDIA CUDARTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30804008001200160020001696.321802.562091.591553.951756.89

Geekbench

GPU Power Consumption Monitor

MinAvgMaxRTX 208016.272.2206.0RTX 2080 SUPER13.569.3199.7RTX 2080 Ti8.381.1260.3TITAN RTX19.8101.7272.2RTX 308031.7114.0241.7OpenBenchmarking.orgWatts, Fewer Is BetterGeekbench 5GPU Power Consumption Monitor70140210280350

Geekbench

GPU Temperature Monitor

MinAvgMaxRTX 208053.057.262.0RTX 2080 SUPER45.047.352.0RTX 2080 Ti50.053.258.0TITAN RTX52.055.060.0RTX 308050.052.557.0OpenBenchmarking.orgCelsius, Fewer Is BetterGeekbench 5GPU Temperature Monitor20406080100

Geekbench

Test: GPU Vulkan

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU VulkanRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 308030K60K90K120K150KSE +/- 1483.67, N = 4SE +/- 834.61, N = 13SE +/- 1024.89, N = 15SE +/- 1757.09, N = 15SE +/- 1385.51, N = 15101997101653133481127969153276

Geekbench

Test: GPU Vulkan

OpenBenchmarking.orgScore Per Watt, More Is BetterGeekbench 5Test: GPU VulkanRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080300600900120015001448.171417.881612.851308.391366.53

Geekbench

GPU Power Consumption Monitor

MinAvgMaxRTX 208015.970.4208.0RTX 2080 SUPER15.671.7222.7RTX 2080 Ti8.382.8269.2TITAN RTX13.097.8273.9RTX 308031.8112.2187.1OpenBenchmarking.orgWatts, Fewer Is BetterGeekbench 5GPU Power Consumption Monitor70140210280350

Geekbench

GPU Temperature Monitor

MinAvgMaxRTX 208053.057.162.0RTX 2080 SUPER43.045.751.0RTX 2080 Ti47.050.156.0TITAN RTX50.052.958.0RTX 308048.051.256.0OpenBenchmarking.orgCelsius, Fewer Is BetterGeekbench 5GPU Temperature Monitor20406080100

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 308012000M24000M36000M48000M60000MSE +/- 76242165.65, N = 7SE +/- 51023558.65, N = 7SE +/- 49190973.81, N = 7SE +/- 128490961.06, N = 7SE +/- 107409762.16, N = 73852228571440186585714556792000005429165714351287871429

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 308090M180M270M360M450M318186588.24298217630.73398925769.94351842711.87285921302.12

Hashcat

GPU Power Consumption Monitor

MinAvgMaxRTX 208015.5121.1219.1RTX 2080 SUPER15.8134.8253.9RTX 2080 Ti7.8139.6264.0TITAN RTX14.1154.3281.1RTX 308032.4179.4320.0OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.1.1GPU Power Consumption Monitor80160240320400

Hashcat

GPU Temperature Monitor

MinAvgMaxRTX 208054.063.671.0RTX 2080 SUPER42.050.458.0RTX 2080 Ti45.053.260.0TITAN RTX48.056.263.0RTX 308047.054.361.0OpenBenchmarking.orgCelsius, Fewer Is BetterHashcat 6.1.1GPU Temperature Monitor20406080100

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30804000M8000M12000M16000M20000MSE +/- 16280078.39, N = 7SE +/- 20348551.24, N = 7SE +/- 6893573.86, N = 7SE +/- 14483131.95, N = 6SE +/- 17411023.56, N = 71217680000012721185714177551571431734613333317556357143

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 308030M60M90M120M150M96561349.4598043211.15120978242.65108107653.9394406902.49

Hashcat

GPU Power Consumption Monitor

MinAvgMaxRTX 208016.1126.1220.1RTX 2080 SUPER12.7129.8244.3RTX 2080 Ti8.7146.8271.7TITAN RTX18.1160.5283.6RTX 308033.2186.0319.5OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.1.1GPU Power Consumption Monitor80160240320400

Hashcat

GPU Temperature Monitor

MinAvgMaxRTX 208058.066.172.0RTX 2080 SUPER47.053.560.0RTX 2080 Ti49.056.462.0TITAN RTX52.059.465.0RTX 308051.057.964.0OpenBenchmarking.orgCelsius, Fewer Is BetterHashcat 6.1.1GPU Temperature Monitor20406080100

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080500M1000M1500M2000M2500MSE +/- 2178231.82, N = 7SE +/- 3293262.55, N = 7SE +/- 2606076.10, N = 7SE +/- 2736624.04, N = 6SE +/- 7207328.09, N = 715449571431612371429223831428621675666672198971429

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30803M6M9M12M15M11523238.3212001984.9915425691.0013616286.0111852701.09

Hashcat

GPU Power Consumption Monitor

MinAvgMaxRTX 208017.0134.1221.2RTX 2080 SUPER15.7134.3255.6RTX 2080 Ti8.5145.1264.5TITAN RTX13.5159.2283.8RTX 308034.7185.5319.3OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.1.1GPU Power Consumption Monitor80160240320400

Hashcat

GPU Temperature Monitor

MinAvgMaxRTX 208059.066.572.0RTX 2080 SUPER48.055.161.0RTX 2080 Ti52.058.263.0TITAN RTX54.061.067.0RTX 308054.059.564.0OpenBenchmarking.orgCelsius, Fewer Is BetterHashcat 6.1.1GPU Temperature Monitor20406080100

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080200K400K600K800K1000KSE +/- 432.83, N = 11SE +/- 5906.09, N = 10SE +/- 911.10, N = 10SE +/- 7506.86, N = 15SE +/- 7851.33, N = 10645155656110893090864353898100

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30802K4K6K8K10K9294.678680.3110845.748168.197689.50

Hashcat

GPU Power Consumption Monitor

MinAvgMaxRTX 208016.169.4220.8RTX 2080 SUPER19.875.6248.1RTX 2080 Ti8.282.3263.5TITAN RTX19.8105.8291.1RTX 308034.6116.8268.1OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.1.1GPU Power Consumption Monitor70140210280350

Hashcat

GPU Temperature Monitor

MinAvgMaxRTX 208056.059.365.0RTX 2080 SUPER47.050.358.0RTX 2080 Ti51.054.059.0TITAN RTX53.056.462.0RTX 308053.055.460.0OpenBenchmarking.orgCelsius, Fewer Is BetterHashcat 6.1.1GPU Temperature Monitor20406080100

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080140K280K420K560K700KSE +/- 769.26, N = 8SE +/- 5064.84, N = 7SE +/- 1811.96, N = 7SE +/- 2363.33, N = 8SE +/- 3767.44, N = 8460763482186654571641038655600

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080110022003300440055004457.344449.634919.195300.354963.10

Hashcat

GPU Power Consumption Monitor

MinAvgMaxRTX 208015.4103.4219.6RTX 2080 SUPER18.9108.4252.0RTX 2080 Ti7.9133.1264.3TITAN RTX20.8120.9283.8RTX 308033.0132.1318.0OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.1.1GPU Power Consumption Monitor80160240320400

Hashcat

GPU Temperature Monitor

MinAvgMaxRTX 208052.060.969.0RTX 2080 SUPER45.050.157.0RTX 2080 Ti48.055.161.0TITAN RTX51.054.960.0RTX 308050.054.159.0OpenBenchmarking.orgCelsius, Fewer Is BetterHashcat 6.1.1GPU Temperature Monitor20406080100

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080110220330440550258.18249.98354.60356.66516.69

OctaneBench

Total Score

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 2020.1Total ScoreRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30800.40050.8011.20151.6022.00251.541.641.581.521.78

OctaneBench

GPU Power Consumption Monitor

MinAvgMaxRTX 208016.3167.6214.5RTX 2080 SUPER24.5152.3197.4RTX 2080 Ti8.7225.1263.7TITAN RTX24.6234.7282.4RTX 308031.7290.6315.6OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 2020.1GPU Power Consumption Monitor80160240320400

OctaneBench

GPU Temperature Monitor

MinAvgMaxRTX 208056.076.282.0RTX 2080 SUPER46.061.966.0RTX 2080 Ti50.071.877.0TITAN RTX50.072.778.0RTX 308050.068.972.0OpenBenchmarking.orgCelsius, Fewer Is BetterOctaneBench 2020.1GPU Temperature Monitor20406080100

FinanceBench

Benchmark: Black-Scholes OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080246810SE +/- 0.519, N = 15SE +/- 0.104, N = 15SE +/- 0.005, N = 14SE +/- 0.141, N = 15SE +/- 0.182, N = 158.2627.1966.0256.2345.685

FinanceBench

GPU Power Consumption Monitor

MinAvgMaxRTX 208016.231.858.1RTX 2080 SUPER10.535.952.7RTX 2080 Ti9.526.955.4TITAN RTX18.346.972.2RTX 308033.356.893.2OpenBenchmarking.orgWatts, Fewer Is BetterFinanceBench 2016-06-06GPU Power Consumption Monitor20406080100

FinanceBench

GPU Temperature Monitor

MinAvgMaxRTX 208052.057.867.0RTX 2080 SUPER47.051.156.0RTX 2080 Ti52.056.863.0TITAN RTX52.057.165.0RTX 308050.053.760.0OpenBenchmarking.orgCelsius, Fewer Is BetterFinanceBench 2016-06-06GPU Temperature Monitor20406080100

FinanceBench

Benchmark: Monte-Carlo OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Monte-Carlo OpenCLRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3080100200300400500SE +/- 0.85, N = 9SE +/- 3.41, N = 8SE +/- 0.49, N = 9SE +/- 2.71, N = 11SE +/- 0.61, N = 9410.34444.04320.85301.00210.19

FinanceBench

GPU Power Consumption Monitor

MinAvgMaxRTX 208015.542.0121.4RTX 2080 SUPER16.242.8122.0RTX 2080 Ti8.842.4174.2TITAN RTX12.557.7186.9RTX 308031.464.7125.6OpenBenchmarking.orgWatts, Fewer Is BetterFinanceBench 2016-06-06GPU Power Consumption Monitor50100150200250

FinanceBench

GPU Temperature Monitor

MinAvgMaxRTX 208049.050.954.0RTX 2080 SUPER43.044.648.0RTX 2080 Ti47.049.152.0TITAN RTX47.049.853.0RTX 308045.047.550.0OpenBenchmarking.orgCelsius, Fewer Is BetterFinanceBench 2016-06-06GPU Temperature Monitor1530456075

GPU Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 308060120180240300Min: 14.59 / Avg: 104.1 / Max: 221.19Min: 9.86 / Avg: 77.64 / Max: 256.15Min: 7.21 / Avg: 123.05 / Max: 271.7Min: 12.51 / Avg: 135.74 / Max: 292.96Min: 28.66 / Avg: 111.5 / Max: 319.98

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 30801632486480Min: 37 / Avg: 64.39 / Max: 83Min: 32 / Avg: 46.59 / Max: 74Min: 40 / Avg: 57.82 / Max: 77Min: 43 / Avg: 59.55 / Max: 78Min: 33 / Avg: 52.7 / Max: 72


Phoronix Test Suite v10.8.4