NVIDIA GPU Compute

Benchmarks for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2207172-NE-AMDGPUCOM32&sor&gru.

NVIDIA GPU ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090AMD Ryzen 7 5800X3D 8-Core @ 3.40GHz (8 Cores / 16 Threads)ASUS ROG CROSSHAIR VIII HERO (4201 BIOS)AMD Starship/Matisse32GB1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB Samsung SSD 980 PRO 2TBeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA GA106 HD AudioASUS MG28URealtek RTL8125 2.5GbE + Intel I211Ubuntu 22.045.18.0-051800-generic (x86_64)GNOME Shell 42.2X Server 1.21.1.3NVIDIA 515.49.064.6.0OpenCL 3.0 CUDA 11.7.991.2.204GCC 11.2.0ext43840x2160NVIDIA GeForce RTX 3060 Ti 8GBNVIDIA GA104 HD AudioNVIDIA GeForce RTX 3070 8GBNVIDIA GeForce RTX 3070 Ti 8GBNVIDIA GeForce RTX 3080 10GBNVIDIA GA102 HD AudioNVIDIA GeForce RTX 3080 Ti 12GBNVIDIA GeForce RTX 3090 24GBOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa20120aGraphics Details- RTX 3060: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.06.14.40.46- RTX 3060 Ti: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 94.04.25.00.2c- RTX 3070: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 94.04.25.00.2b- RTX 3070 Ti: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 94.04.5b.00.02- RTX 3080: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.02.20.00.07- RTX 3080 Ti: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.02.71.00.01- RTX 3090: BAR1 / Visible vRAM Size: 32768 MiB - vBIOS Version: 94.02.27.00.02OpenCL Details- RTX 3060: GPU Compute Cores: 3584- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 3070: GPU Compute Cores: 5888- RTX 3070 Ti: GPU Compute Cores: 6144- RTX 3080: GPU Compute Cores: 8704- RTX 3080 Ti: GPU Compute Cores: 10240- RTX 3090: GPU Compute Cores: 10496Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

NVIDIA GPU Computecl-mem: Copycl-mem: Readcl-mem: Writeviennacl: OpenCL BLAS - sCOPYviennacl: OpenCL BLAS - sAXPYviennacl: OpenCL BLAS - sDOTviennacl: OpenCL BLAS - dCOPYviennacl: OpenCL BLAS - dAXPYviennacl: OpenCL BLAS - dDOTclpeak: Global Memory Bandwidthclpeak: Transfer Bandwidth enqueueReadBuffershoc: OpenCL - FFT SPshoc: OpenCL - Max SP Flopsclpeak: Single-Precision Floatclpeak: Double-Precision Doubleshoc: OpenCL - S3Dshoc: OpenCL - GEMM SGEMM_Nviennacl: OpenCL BLAS - dGEMM-NNviennacl: OpenCL BLAS - dGEMM-NTviennacl: OpenCL BLAS - dGEMM-TNshoc: OpenCL - MD5 Hashclpeak: Integer Compute INThashcat: MD5hashcat: SHA1hashcat: 7-Ziphashcat: SHA-512hashcat: TrueCrypt RIPEMD160 + XTSindigobench: OpenCL GPU - Bedroomindigobench: OpenCL GPU - Supercarluxcorerender: Danish Mood - GPUluxcorerender: DLSC - GPUluxcorerender: Orange Juice - GPUluxcorerender: LuxCore Benchmark - GPUluxcorerender: Rainbow Colors and Prism - GPUlczero: OpenCLfahbench: juliagpu: GPUmandelgpu: GPUvkresample: 2x - Singlefinancebench: Monte-Carlo OpenCLfinancebench: Black-Scholes OpenCLrealsr-ncnn: 4x - Norealsr-ncnn: 4x - Yeswaifu2x-ncnn: 2x - 3 - Yesrodinia: OpenCL Particle Filterdarktable: Boat - OpenCLdarktable: Server Rack - OpenCLdarktable: Server Room - OpenCLclpeak: Kernel LatencyRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090270.1317.8302.7276306293315327329315.3913.29758.84413566.712581.21213.28172.6722768.2220420320415.10306368.802485206666777359000004113339932000002932578.52325.9472.974.304.913.7313.6428640186.0700305403296.1212133611.623.164619.04116816.22273410.77369.0335.0259.5321.9980.1410.9004.65296.9392.7383.6288359327351399397389.1013.32961.90519429.816000.79304.06211.7253435.0429229429121.52908369.373524415714310974150000573133141143333341630011.50534.0444.055.756.204.9518.2842098243.2202331465943.8285236027.417.680463.72216312.8788.62051.8194.3246.9521.6720.1410.8134.72294.8392.9379.7284359322368395398389.3713.301133.3523184.420075.82361.50218.0943796.8934134234025.294610228.604134693333312949050000664633166298333349167512.95237.3324.816.636.965.7320.3845516272.2660343766836.7324407884.817.575463.69733210.4368.08147.6274.1645.8861.5820.1360.7944.72337.1538.5513.9335436363464528519529.3213.651291.1823323.621511.25370.16285.2234711.3534634734526.199910922.684252823333313217233333703100169718333350618813.76838.9924.897.007.146.0521.1251302271.5871346928151.5329213346.413.578472.5978349.7597.33141.6683.8565.8481.4340.1330.7654.65354.7672.6642.9358474371554629602662.0013.331761.8934065.329623.78545.92338.1976270.9650150350037.522815428.956016518333318978266667963844242185000070891317.67946.6756.679.529.008.3726.6463379328.3813362268066.4420816923.111.265388.3474997.2806.26133.0283.4634.2691.3000.1320.7434.71355.0795.8736.9360492361594705647794.0413.382014.7837916.633708.85622.73420.2278056.3156556656242.053517388.0467455883333213397833331069067272323333379627520.25851.8377.9711.0010.069.7031.2767451339.6118366866427.6449383091.89.561323.9128376.5035.89330.0853.3943.7951.2340.1320.7274.76364.2817.7745.3366499371607723656812.3413.522101.4539615.235141.28656.12429.7588152.5560160459944.223318125.5271315400000225554333331123025287433333382017120.95653.3998.1211.4410.4310.1530.7868676351.7042368101296.7470569461.29.310321.8498386.1975.74828.8223.3353.6551.2060.1300.7194.75OpenBenchmarking.org

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringRTX 3060 TiRTX 3060RTX 3070RTX 3090RTX 3080RTX 3070 TiRTX 3080 Ti1530456075Min: 29 / Avg: 53.05 / Max: 71Min: 28 / Avg: 53.35 / Max: 67Min: 31 / Avg: 54.44 / Max: 73Min: 32 / Avg: 56.51 / Max: 69Min: 32 / Avg: 61.17 / Max: 76Min: 28 / Avg: 61.27 / Max: 80Min: 29 / Avg: 61.78 / Max: 77

GPU Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3090RTX 3080 Ti60120180240300Min: 11.81 / Avg: 72.58 / Max: 170.09Min: 9.87 / Avg: 91.95 / Max: 199.9Min: 16.13 / Avg: 98.45 / Max: 220.01Min: 13.29 / Avg: 133.59 / Max: 289.89Min: 6.09 / Avg: 166.07 / Max: 321.26Min: 6.9 / Avg: 185.89 / Max: 349.02Min: 14.36 / Avg: 192.82 / Max: 350.38

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3060 TiRTX 3070RTX 306080160240320400SE +/- 0.06, N = 10SE +/- 0.08, N = 9SE +/- 0.15, N = 9SE +/- 0.15, N = 9SE +/- 0.25, N = 8SE +/- 0.11, N = 8SE +/- 0.09, N = 7364.2355.0354.7337.1296.9294.8270.11. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30602004006008001000SE +/- 0.15, N = 10SE +/- 0.13, N = 9SE +/- 0.12, N = 9SE +/- 0.07, N = 9SE +/- 0.12, N = 8SE +/- 0.15, N = 8SE +/- 0.05, N = 7817.7795.8672.6538.5392.9392.7317.81. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3060 TiRTX 3070RTX 3060160320480640800SE +/- 0.24, N = 10SE +/- 0.29, N = 9SE +/- 0.17, N = 9SE +/- 0.14, N = 9SE +/- 0.03, N = 8SE +/- 0.08, N = 8SE +/- 0.04, N = 7745.3736.9642.9513.9383.6379.7302.71. (CC) gcc options: -O2 -flto -lOpenCL

ViennaCL

Test: OpenCL BLAS - sCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sCOPYRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3060 TiRTX 3070RTX 306080160240320400SE +/- 0.00, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 33663603583352922842761. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - sAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sAXPYRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060110220330440550SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34994924744363593593061. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - sDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sDOTRTX 3090RTX 3080RTX 3070 TiRTX 3080 TiRTX 3060 TiRTX 3070RTX 306080160240320400SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33713713633623273262931. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPYRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060130260390520650SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 36075945544793733633151. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dAXPYRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3060 TiRTX 3070RTX 3060160320480640800SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 37237056295293993953271. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOTRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060140280420560700SE +/- 0.00, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.50, N = 2SE +/- 0.00, N = 36566476025234013993291. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3090RTX 3080 Ti0.9381.8762.8143.7524.694.1693.9483.8232.9442.6622.3912.309

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 3090RTX 3080 TiRTX 3060 TiRTX 3070RTX 3080RTX 3060RTX 3070 Ti1.20242.40483.60724.80966.0125.3445.1965.1955.1715.0864.8944.703

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3060 TiRTX 3070RTX 3090RTX 3080RTX 3080 TiRTX 3060RTX 3070 Ti1.14662.29323.43984.58645.7335.0964.9664.8824.8684.8164.6664.508

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30602004006008001000SE +/- 0.82, N = 14SE +/- 0.40, N = 13SE +/- 0.20, N = 15SE +/- 0.01, N = 13SE +/- 0.14, N = 15SE +/- 0.01, N = 13SE +/- 0.03, N = 15812.34794.04662.00529.32389.37389.10315.391. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 3090RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080 TiRTX 3080RTX 30602468107.9157.7127.6886.8466.7276.3695.808

clpeak

OpenCL Test: Transfer Bandwidth enqueueReadBuffer

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferRTX 3070 TiRTX 3090RTX 3080 TiRTX 3080RTX 3060 TiRTX 3070RTX 306048121620SE +/- 0.11, N = 15SE +/- 0.14, N = 15SE +/- 0.13, N = 6SE +/- 0.05, N = 4SE +/- 0.12, N = 7SE +/- 0.07, N = 6SE +/- 0.12, N = 413.6513.5213.3813.3313.3213.3013.291. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Transfer Bandwidth enqueueReadBuffer

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferRTX 3060RTX 3070RTX 3060 TiRTX 3070 TiRTX 3080RTX 3090RTX 3080 Ti0.07220.14440.21660.28880.3610.3210.2890.2830.1770.1390.1270.117

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: FFT SPRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30605001000150020002500SE +/- 0.14, N = 13SE +/- 0.11, N = 13SE +/- 0.11, N = 13SE +/- 0.04, N = 13SE +/- 0.83, N = 13SE +/- 0.04, N = 12SE +/- 0.18, N = 122101.452014.781761.891291.181133.35961.91758.841. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Max SP Flops

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Max SP FlopsRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30608K16K24K32K40KSE +/- 136.53, N = 3SE +/- 191.65, N = 3SE +/- 200.43, N = 3SE +/- 61.13, N = 3SE +/- 31.48, N = 3SE +/- 26.67, N = 3SE +/- 30.73, N = 339615.237916.634065.323323.623184.419429.813566.71. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30608K16K24K32K40KSE +/- 38.81, N = 14SE +/- 28.97, N = 14SE +/- 78.19, N = 13SE +/- 12.39, N = 15SE +/- 13.72, N = 15SE +/- 12.46, N = 14SE +/- 9.33, N = 1435141.2833708.8529623.7821511.2520075.8216000.7912581.211. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060140280420560700SE +/- 1.60, N = 3SE +/- 2.99, N = 3SE +/- 0.35, N = 3SE +/- 0.25, N = 3SE +/- 0.77, N = 3SE +/- 0.39, N = 3SE +/- 0.67, N = 3656.12622.73545.92370.16361.50304.06213.281. (CXX) g++ options: -O3 -rdynamic -lOpenCL

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: S3D

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DRTX 3070RTX 3060 TiRTX 3090RTX 3060RTX 3080 TiRTX 3080RTX 3070 Ti2468106.5326.1005.8535.4375.4045.3774.956

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: FFT SPRTX 3070RTX 3090RTX 3060 TiRTX 3080RTX 3080 TiRTX 3060RTX 3070 Ti61218243026.5222.9821.7521.4420.8719.5918.46

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: S3D

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 306090180270360450SE +/- 0.20, N = 12SE +/- 0.11, N = 13SE +/- 0.20, N = 13SE +/- 0.13, N = 13SE +/- 0.10, N = 13SE +/- 0.04, N = 13SE +/- 0.03, N = 13429.76420.23338.20285.22218.09211.73172.671. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: GEMM SGEMM_N

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: GEMM SGEMM_NRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30602K4K6K8K10KSE +/- 21.61, N = 12SE +/- 41.59, N = 12SE +/- 13.25, N = 11SE +/- 8.40, N = 10SE +/- 16.06, N = 10SE +/- 4.08, N = 10SE +/- 5.08, N = 98152.558056.316270.964711.353796.893435.042768.221. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: GEMM SGEMM_N

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: GEMM SGEMM_NRTX 3090RTX 3080 TiRTX 3080RTX 3070RTX 3060 TiRTX 3070 TiRTX 3060153045607568.1663.3759.9556.2751.3048.0544.84

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Max SP Flops

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Max SP FlopsRTX 3070RTX 3060 TiRTX 3060RTX 3080RTX 3090RTX 3080 TiRTX 3070 Ti60120180240300282.30251.41233.02218.37218.25202.43194.34

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3070RTX 3090RTX 3060RTX 3080RTX 3060 TiRTX 3080 TiRTX 3070 Ti90180270360450434.54363.17347.77333.61332.68328.08310.46

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 3070RTX 3060 TiRTX 3060RTX 3090RTX 3080RTX 3080 TiRTX 3070 Ti1.06762.13523.20284.27045.3384.7454.2733.9733.9523.7193.6403.396

ViennaCL

Test: OpenCL BLAS - dGEMM-TN

OpenBenchmarking.orgGFLOPs/s Per Watt, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TNRTX 3070RTX 3060 TiRTX 3080 TiRTX 3060RTX 3070 Ti0.65841.31681.97522.63363.2922.9262.6522.5312.2672.238

ViennaCL

Test: OpenCL BLAS - dGEMM-NT

OpenBenchmarking.orgGFLOPs/s Per Watt, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NTRTX 3060RTX 3070 Ti0.50921.01841.52762.03682.5462.2632.205

ViennaCL

Test: OpenCL BLAS - dGEMM-NN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NNRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060130260390520650SE +/- 1.67, N = 3SE +/- 1.53, N = 3SE +/- 1.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 36015655013463412922041. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-NT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NTRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060130260390520650SE +/- 1.33, N = 3SE +/- 1.53, N = 3SE +/- 1.53, N = 3SE +/- 0.00, N = 2SE +/- 1.00, N = 2SE +/- 0.50, N = 26045665033473422942031. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-TN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TNRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060130260390520650SE +/- 1.67, N = 3SE +/- 1.33, N = 3SE +/- 1.67, N = 3SE +/- 0.50, N = 2SE +/- 0.50, N = 2SE +/- 0.00, N = 2SE +/- 0.50, N = 25995625003453402912041. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: MD5 Hash

OpenBenchmarking.orgGHash/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashRTX 3090RTX 3070RTX 3080RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 30600.11090.22180.33270.44360.55450.4930.4800.4520.4370.3920.3410.300

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: MD5 Hash

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30601020304050SE +/- 0.05, N = 14SE +/- 0.04, N = 14SE +/- 0.03, N = 14SE +/- 0.01, N = 15SE +/- 0.01, N = 13SE +/- 0.01, N = 13SE +/- 0.01, N = 1244.2242.0537.5226.2025.2921.5315.101. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30604K8K12K16K20KSE +/- 113.39, N = 12SE +/- 122.95, N = 12SE +/- 110.93, N = 15SE +/- 41.03, N = 13SE +/- 42.79, N = 13SE +/- 79.68, N = 15SE +/- 13.59, N = 1318125.5217388.0415428.9510922.6810228.608369.376368.801. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS Per Watt, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3070RTX 3090RTX 3060RTX 3060 TiRTX 3080RTX 3080 TiRTX 3070 Ti4080120160200162.42139.66138.99128.66128.01127.97126.26

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD5RTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 306015000M30000M45000M60000M75000MSE +/- 40483041.72, N = 6SE +/- 75640859.40, N = 6SE +/- 64657159.52, N = 6SE +/- 33659002.43, N = 6SE +/- 35442607.75, N = 6SE +/- 28489169.68, N = 7SE +/- 13467161.71, N = 671315400000674558833336016518333342528233333413469333333524415714324852066667

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.2.4Benchmark: SHA-512RTX 3090RTX 3070RTX 3080RTX 3080 TiRTX 3060 TiRTX 3060RTX 3070 Ti3M6M9M12M15M13874527.6313463043.2712742852.9712722045.4112430572.2212255770.7310557672.60

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSRTX 3070RTX 3090RTX 3060 TiRTX 3080RTX 3080 TiRTX 3070 TiRTX 3060120024003600480060005625.775262.535077.015033.714901.784286.214163.81

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA1RTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30605000M10000M15000M20000M25000MSE +/- 15969338.68, N = 6SE +/- 29607931.56, N = 6SE +/- 11254589.19, N = 6SE +/- 18212096.10, N = 6SE +/- 7193225.98, N = 6SE +/- 11825192.04, N = 6SE +/- 8981573.73, N = 62255543333321339783333189782666671321723333312949050000109741500007735900000

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-ZipRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060200K400K600K800K1000KSE +/- 480.98, N = 8SE +/- 463.08, N = 9SE +/- 2098.29, N = 9SE +/- 1169.52, N = 9SE +/- 294.39, N = 9SE +/- 923.46, N = 9SE +/- 486.77, N = 911230251069067963844703100664633573133411333

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.2.4Benchmark: MD5RTX 3090RTX 3060 TiRTX 3070RTX 3080 TiRTX 3080RTX 3060RTX 3070 Ti80M160M240M320M400M368307898.89361871220.63353944814.18330346473.14329233860.30298224427.22268316929.55

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.2.4Benchmark: SHA1RTX 3090RTX 3070RTX 3080 TiRTX 3080RTX 3060 TiRTX 3060RTX 3070 Ti20M40M60M80M100M109424566.30106035029.90101247387.68100159309.13100083594.5597045726.9884608579.88

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA-512RTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060600M1200M1800M2400M3000MSE +/- 2053885.21, N = 6SE +/- 3496823.96, N = 6SE +/- 2677156.45, N = 6SE +/- 2413906.47, N = 6SE +/- 3141169.28, N = 6SE +/- 704114.89, N = 6SE +/- 493288.29, N = 6287433333327232333332421850000169718333316629833331411433333993200000

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.2.4Benchmark: 7-ZipRTX 3070RTX 3060 TiRTX 3090RTX 3080RTX 3080 TiRTX 3060RTX 3070 Ti2K4K6K8K10K8468.297580.937394.387126.286848.126578.916004.16

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060200K400K600K800K1000KSE +/- 2556.01, N = 7SE +/- 2462.70, N = 8SE +/- 722.70, N = 8SE +/- 982.06, N = 8SE +/- 2213.90, N = 8SE +/- 1561.02, N = 8SE +/- 2490.54, N = 7820171796275708913506188491675416300293257

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060510152025SE +/- 0.033, N = 3SE +/- 0.042, N = 3SE +/- 0.019, N = 3SE +/- 0.009, N = 3SE +/- 0.027, N = 3SE +/- 0.014, N = 3SE +/- 0.010, N = 320.95620.25817.67913.76812.95211.5058.523

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s Per Watt, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 3070RTX 3060 TiRTX 3060RTX 3090RTX 3070 TiRTX 3080RTX 3080 Ti0.01780.03560.05340.07120.0890.0790.0770.0740.0710.0690.0680.066

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30601224364860SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 353.4051.8446.6838.9937.3334.0425.95

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s Per Watt, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 3070RTX 3060RTX 3060 TiRTX 3070 TiRTX 3090RTX 3080RTX 3080 Ti0.05490.10980.16470.21960.27450.2440.2430.2400.2060.1960.1930.183

LuxCoreRender

Scene: DLSC - Acceleration: GPU

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: GPURTX 3090RTX 3070RTX 3060 TiRTX 3060RTX 3080 TiRTX 3080RTX 3070 Ti0.01170.02340.03510.04680.05850.0520.0430.0410.0410.0360.0360.036

LuxCoreRender

Scene: Danish Mood - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: GPURTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060246810SE +/- 0.08, N = 6SE +/- 0.08, N = 3SE +/- 0.08, N = 4SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 48.127.976.674.894.814.052.97MIN: 1.69 / MAX: 10.34MIN: 1.8 / MAX: 10.01MIN: 1.29 / MAX: 8.52MIN: 1.07 / MAX: 6.21MIN: 1.12 / MAX: 6.01MIN: 1.18 / MAX: 5.06MIN: 0.94 / MAX: 3.68

LuxCoreRender

Scene: Danish Mood - Acceleration: GPU

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: GPURTX 3070RTX 3060 TiRTX 3060RTX 3090RTX 3080 TiRTX 3080RTX 3070 Ti0.00860.01720.02580.03440.0430.0380.0350.0340.0320.0320.0310.031

LuxCoreRender

Scene: Orange Juice - Acceleration: GPU

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: GPURTX 3060RTX 3070RTX 3060 TiRTX 3070 TiRTX 3090RTX 3080RTX 3080 Ti0.01080.02160.03240.04320.0540.0480.0450.0440.0380.0360.0360.034

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: GPU

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: GPURTX 3090RTX 3070RTX 3060 TiRTX 3060RTX 3080RTX 3080 TiRTX 3070 Ti0.01190.02380.03570.04760.05950.0530.0430.0400.0400.0370.0360.036

LuxCoreRender

Scene: Rainbow Colors and Prism - Acceleration: GPU

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender 2.6Scene: Rainbow Colors and Prism - Acceleration: GPURTX 3070RTX 3060 TiRTX 3060RTX 3090RTX 3080 TiRTX 3080RTX 3070 Ti0.03870.07740.11610.15480.19350.1720.1640.1500.1440.1430.1430.136

LuxCoreRender

Scene: DLSC - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: GPURTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30603691215SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 311.4411.009.527.006.635.754.30MIN: 9.35 / MAX: 11.78MIN: 10.28 / MAX: 11.23MIN: 9.11 / MAX: 9.69MIN: 6.86 / MAX: 7.14MIN: 6.25 / MAX: 6.91MIN: 5.62 / MAX: 5.95MIN: 4.18 / MAX: 4.53

LuxCoreRender

Scene: Orange Juice - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: GPURTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30603691215SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 310.4310.069.007.146.966.204.91MIN: 8.51 / MAX: 13.71MIN: 8.14 / MAX: 13.08MIN: 7.24 / MAX: 11.5MIN: 5.74 / MAX: 8.73MIN: 5.61 / MAX: 8.4MIN: 5.02 / MAX: 7.26MIN: 3.98 / MAX: 5.9

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: GPURTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30603691215SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 310.159.708.376.055.734.953.73MIN: 2.67 / MAX: 12.58MIN: 2.67 / MAX: 12.01MIN: 2.34 / MAX: 10.37MIN: 1.49 / MAX: 7.45MIN: 1.49 / MAX: 7.09MIN: 1.35 / MAX: 6.1MIN: 1.09 / MAX: 4.57

LuxCoreRender

Scene: Rainbow Colors and Prism - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Rainbow Colors and Prism - Acceleration: GPURTX 3080 TiRTX 3090RTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060714212835SE +/- 0.18, N = 6SE +/- 0.16, N = 6SE +/- 0.14, N = 6SE +/- 0.08, N = 5SE +/- 0.20, N = 6SE +/- 0.05, N = 5SE +/- 0.08, N = 431.2730.7826.6421.1220.3818.2813.64MIN: 28.18 / MAX: 33.72MIN: 28.56 / MAX: 34.37MIN: 24.31 / MAX: 29.16MIN: 19.82 / MAX: 22.81MIN: 19.05 / MAX: 21.89MIN: 16.54 / MAX: 19.47MIN: 12 / MAX: 14.49

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.28Backend: OpenCLRTX 3060 TiRTX 3070RTX 3090RTX 3080RTX 3080 TiRTX 3070 TiRTX 306050100150200250219.43216.00215.60207.03202.15189.58177.56

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: OpenCLRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 306015K30K45K60K75KSE +/- 461.39, N = 3SE +/- 567.42, N = 3SE +/- 173.33, N = 3SE +/- 245.06, N = 3SE +/- 346.36, N = 3SE +/- 504.73, N = 3SE +/- 134.62, N = 3686766745163379513024551642098286401. (CXX) g++ options: -flto -pthread

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2RTX 3070RTX 3060 TiRTX 3060RTX 3070 TiRTX 3080RTX 3090RTX 3080 Ti0.51571.03141.54712.06282.57852.2922.2012.1601.7591.7461.6741.597

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 3090RTX 3080 TiRTX 3080RTX 3070RTX 3070 TiRTX 3060 TiRTX 306080160240320400SE +/- 0.12, N = 3SE +/- 0.35, N = 3SE +/- 0.37, N = 3SE +/- 0.24, N = 3SE +/- 0.26, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3351.70339.61328.38272.27271.59243.22186.07

JuliaGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPURTX 3060RTX 3070RTX 3060 TiRTX 3070 TiRTX 3080RTX 3090RTX 3080 Ti1.3M2.6M3.9M5.2M6.5M5955344.425540854.745296534.303761063.553336760.722948468.292903325.37

JuliaGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPURTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 306080M160M240M320M400MSE +/- 974048.68, N = 8SE +/- 1031833.35, N = 8SE +/- 1966974.36, N = 8SE +/- 1517808.00, N = 7SE +/- 948671.39, N = 7SE +/- 1475666.08, N = 7SE +/- 727588.65, N = 7368101296.7366866427.6362268066.4346928151.5343766836.7331465943.8305403296.11. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

MandelGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPURTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060100M200M300M400M500MSE +/- 1125013.79, N = 10SE +/- 735254.80, N = 10SE +/- 443784.10, N = 10SE +/- 303349.87, N = 9SE +/- 617743.30, N = 9SE +/- 409555.49, N = 8SE +/- 316579.92, N = 7470569461.2449383091.8420816923.1329213346.4324407884.8285236027.4212133611.61. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

MandelGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPURTX 3070RTX 3060 TiRTX 3090RTX 3080RTX 3060RTX 3080 TiRTX 3070 Ti800K1600K2400K3200K4000K3918656.633533773.663348728.453255257.263114398.373023265.182966605.89

RealSR-NCNN

GPU Temperature Monitor

MinAvgMaxRTX 309033.040.748.0RTX 3080 Ti35.044.653.0RTX 308035.045.054.0RTX 3060 Ti34.047.057.0RTX 3070 Ti34.049.963.0RTX 307040.051.360.0RTX 306035.051.460.0OpenBenchmarking.orgCelsius, Fewer Is BetterRealSR-NCNN 20200818GPU Temperature Monitor20406080100

RealSR-NCNN

GPU Temperature Monitor

MinAvgMaxRTX 309037.052.660.0RTX 3080 Ti43.061.170.0RTX 308043.062.471.0RTX 306042.063.267.0RTX 3060 Ti41.064.271.0RTX 307046.066.071.0RTX 3070 Ti45.070.177.0OpenBenchmarking.orgCelsius, Fewer Is BetterRealSR-NCNN 20200818GPU Temperature Monitor20406080100

Waifu2x-NCNN Vulkan

GPU Temperature Monitor

MinAvgMaxRTX 306044.051.158.0RTX 309049.051.856.0RTX 3060 Ti50.055.562.0RTX 307052.056.262.0RTX 3080 Ti56.058.362.0RTX 308056.058.863.0RTX 3070 Ti55.060.867.0OpenBenchmarking.orgCelsius, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818GPU Temperature Monitor20406080100

Hashcat

GPU Temperature Monitor

MinAvgMaxRTX 306042.051.059.0RTX 309046.052.558.0RTX 3060 Ti46.055.564.0RTX 307048.057.065.0RTX 308052.059.366.0RTX 3080 Ti52.059.365.0RTX 3070 Ti51.062.371.0OpenBenchmarking.orgCelsius, Fewer Is BetterHashcat 6.2.4GPU Temperature Monitor20406080100

Hashcat

GPU Temperature Monitor

MinAvgMaxRTX 306043.051.158.0RTX 309048.054.359.0RTX 3060 Ti46.055.763.0RTX 307049.058.266.0RTX 308055.061.567.0RTX 3080 Ti55.061.867.0RTX 3070 Ti52.062.670.0OpenBenchmarking.orgCelsius, Fewer Is BetterHashcat 6.2.4GPU Temperature Monitor20406080100

Hashcat

GPU Temperature Monitor

MinAvgMaxRTX 306044.050.361.0RTX 3060 Ti48.052.359.0RTX 309049.052.657.0RTX 307049.053.060.0RTX 308055.058.363.0RTX 3070 Ti52.058.969.0RTX 3080 Ti56.059.063.0OpenBenchmarking.orgCelsius, Fewer Is BetterHashcat 6.2.4GPU Temperature Monitor20406080100

Hashcat

GPU Temperature Monitor

MinAvgMaxRTX 306044.051.459.0RTX 309047.054.259.0RTX 3060 Ti46.055.864.0RTX 307047.056.965.0RTX 308053.060.567.0RTX 3080 Ti53.061.367.0RTX 3070 Ti51.062.871.0OpenBenchmarking.orgCelsius, Fewer Is BetterHashcat 6.2.4GPU Temperature Monitor20406080100

Hashcat

GPU Temperature Monitor

MinAvgMaxRTX 306044.049.759.0RTX 309049.052.958.0RTX 3060 Ti48.052.961.0RTX 307049.053.962.0RTX 308055.058.563.0RTX 3070 Ti52.059.269.0RTX 3080 Ti56.059.364.0OpenBenchmarking.orgCelsius, Fewer Is BetterHashcat 6.2.4GPU Temperature Monitor20406080100

SHOC Scalable HeterOgeneous Computing

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti41.044.348.0RTX 307043.045.849.0RTX 309045.047.350.0RTX 306045.047.450.0RTX 3070 Ti49.051.955.0RTX 308049.052.154.0RTX 3080 Ti50.053.056.0OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Temperature Monitor1632486480

SHOC Scalable HeterOgeneous Computing

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti37.039.142.0RTX 307038.040.043.0RTX 309040.042.144.0RTX 308044.046.550.0RTX 3080 Ti45.047.451.0RTX 3070 Ti43.047.752.0RTX 306048.051.254.0OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Temperature Monitor1530456075

SHOC Scalable HeterOgeneous Computing

GPU Temperature Monitor

MinAvgMaxRTX 307038.041.148.0RTX 3060 Ti37.041.251.0RTX 309040.041.948.0RTX 308044.046.352.0RTX 3080 Ti45.047.553.0RTX 3070 Ti44.049.260.0RTX 306046.051.461.0OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Temperature Monitor20406080100

SHOC Scalable HeterOgeneous Computing

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti38.043.051.0RTX 307038.043.451.0RTX 309040.043.548.0RTX 308044.048.353.0RTX 3080 Ti46.050.354.0RTX 306043.051.261.0RTX 3070 Ti45.052.261.0OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Temperature Monitor20406080100

SHOC Scalable HeterOgeneous Computing

GPU Temperature Monitor

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Temperature MonitorRTX 3060 TiRTX 3070RTX 3060RTX 3090RTX 3070 TiRTX 3080RTX 3080 Ti1428425670Min: 39 / Avg: 51.37 / Max: 62Min: 40 / Avg: 52.44 / Max: 64Min: 44 / Avg: 53.68 / Max: 64Min: 40 / Avg: 58.56 / Max: 65Min: 47 / Avg: 61.89 / Max: 74Min: 46 / Avg: 62.18 / Max: 70Min: 47 / Avg: 63.39 / Max: 70

cl-mem

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti42.047.151.0RTX 307045.049.252.0RTX 306042.051.557.0RTX 309049.053.356.0RTX 308054.057.660.0RTX 3080 Ti55.058.361.0RTX 3070 Ti53.059.163.0OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature Monitor20406080100

cl-mem

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti42.047.051.0RTX 307044.048.552.0RTX 306044.052.358.0RTX 309048.052.556.0RTX 308053.057.060.0RTX 3080 Ti53.057.461.0RTX 3070 Ti52.059.063.0OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature Monitor20406080100

cl-mem

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti41.046.951.0RTX 307043.048.351.0RTX 306043.051.858.0RTX 309048.052.255.0RTX 308053.056.960.0RTX 3080 Ti53.057.461.0RTX 3070 Ti52.059.364.0OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature Monitor20406080100

VkResample

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti39.042.453.0RTX 307041.043.953.0RTX 309045.047.653.0RTX 306043.048.459.0RTX 308049.052.359.0RTX 3080 Ti49.052.359.0RTX 3070 Ti49.053.465.0OpenBenchmarking.orgCelsius, Fewer Is BetterVkResample 1.0GPU Temperature Monitor20406080100

FAHBench

GPU Temperature Monitor

MinAvgMaxRTX 306043.053.158.0RTX 3060 Ti50.059.165.0RTX 307050.059.866.0RTX 309053.060.265.0RTX 308057.064.670.0RTX 3080 Ti58.064.770.0RTX 3070 Ti56.064.871.0OpenBenchmarking.orgCelsius, Fewer Is BetterFAHBench 2.3.2GPU Temperature Monitor20406080100

LeelaChessZero

GPU Temperature Monitor

MinAvgMaxRTX 306043.065.367.0RTX 309053.067.069.0RTX 3060 Ti52.069.771.0RTX 307052.071.373.0RTX 308059.074.676.0RTX 3080 Ti59.075.577.0RTX 3070 Ti55.077.880.0OpenBenchmarking.orgCelsius, Fewer Is BetterLeelaChessZero 0.28GPU Temperature Monitor20406080100

Rodinia

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti45.050.253.0RTX 307046.050.653.0RTX 306044.051.657.0RTX 309050.053.656.0RTX 308053.056.559.0RTX 3080 Ti53.056.659.0RTX 3070 Ti51.057.962.0OpenBenchmarking.orgCelsius, Fewer Is BetterRodinia 3.1GPU Temperature Monitor20406080100

LuxCoreRender

GPU Temperature Monitor

MinAvgMaxRTX 306045.055.658.0RTX 309041.057.068.0RTX 3060 Ti44.062.066.0RTX 307045.063.668.0RTX 3070 Ti51.068.872.0RTX 308053.069.473.0RTX 3080 Ti52.070.776.0OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender 2.6GPU Temperature Monitor20406080100

LuxCoreRender

GPU Temperature Monitor

MinAvgMaxRTX 306043.053.658.0RTX 3060 Ti52.060.664.0RTX 307052.061.866.0RTX 309055.063.467.0RTX 3070 Ti55.065.869.0RTX 308059.067.071.0RTX 3080 Ti60.067.972.0OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender 2.6GPU Temperature Monitor20406080100

LuxCoreRender

GPU Temperature Monitor

MinAvgMaxRTX 306043.054.958.0RTX 3060 Ti51.063.667.0RTX 307052.065.068.0RTX 309055.065.769.0RTX 3070 Ti54.068.872.0RTX 308058.069.873.0RTX 3080 Ti58.070.975.0OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender 2.6GPU Temperature Monitor20406080100

LuxCoreRender

GPU Temperature Monitor

MinAvgMaxRTX 306043.053.958.0RTX 309045.057.567.0RTX 3060 Ti52.061.365.0RTX 307052.062.666.0RTX 3070 Ti55.066.770.0RTX 308059.068.272.0RTX 3080 Ti60.068.673.0OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender 2.6GPU Temperature Monitor20406080100

LuxCoreRender

GPU Temperature Monitor

MinAvgMaxRTX 306043.053.358.0RTX 3060 Ti52.058.863.0RTX 309055.059.963.0RTX 307052.060.065.0RTX 308059.063.667.0RTX 3080 Ti59.063.867.0RTX 3070 Ti54.064.269.0OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender 2.6GPU Temperature Monitor20406080100

FinanceBench

GPU Temperature Monitor

MinAvgMaxRTX 306043.045.552.0RTX 3060 Ti44.048.156.0RTX 307045.049.056.0RTX 309048.051.356.0RTX 3070 Ti49.052.858.0RTX 3080 Ti50.053.559.0RTX 308051.054.160.0OpenBenchmarking.orgCelsius, Fewer Is BetterFinanceBench 2016-07-25GPU Temperature Monitor1632486480

FinanceBench

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti39.041.244.0RTX 307041.042.445.0RTX 309044.045.948.0RTX 306045.046.648.0RTX 3070 Ti45.047.651.0RTX 3080 Ti46.047.850.0RTX 308047.048.550.0OpenBenchmarking.orgCelsius, Fewer Is BetterFinanceBench 2016-07-25GPU Temperature Monitor1530456075

IndigoBench

GPU Temperature Monitor

MinAvgMaxRTX 306047.057.963.0RTX 3060 Ti36.059.466.0RTX 309040.060.168.0RTX 307038.061.469.0RTX 308044.065.973.0RTX 3070 Ti44.066.973.0RTX 3080 Ti44.067.574.0OpenBenchmarking.orgCelsius, Fewer Is BetterIndigoBench 4.4GPU Temperature Monitor20406080100

IndigoBench

GPU Temperature Monitor

MinAvgMaxRTX 306043.055.759.0RTX 3060 Ti52.063.466.0RTX 309055.064.068.0RTX 307053.065.168.0RTX 3070 Ti55.069.172.0RTX 308059.069.273.0RTX 3080 Ti60.069.873.0OpenBenchmarking.orgCelsius, Fewer Is BetterIndigoBench 4.4GPU Temperature Monitor20406080100

JuliaGPU

GPU Temperature Monitor

MinAvgMaxRTX 306043.050.256.0RTX 3060 Ti49.053.457.0RTX 307050.054.158.0RTX 309052.055.959.0RTX 3070 Ti53.058.262.0RTX 3080 Ti55.058.962.0RTX 308055.059.263.0OpenBenchmarking.orgCelsius, Fewer Is BetterJuliaGPU 1.2pts1GPU Temperature Monitor20406080100

MandelGPU

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti46.051.857.0RTX 306044.051.960.0RTX 307047.052.658.0RTX 309050.053.257.0RTX 3080 Ti52.056.661.0RTX 308053.057.061.0RTX 3070 Ti50.058.265.0OpenBenchmarking.orgCelsius, Fewer Is BetterMandelGPU 1.3pts1GPU Temperature Monitor20406080100

clpeak

GPU Temperature Monitor

MinAvgMaxRTX 306043.045.048.0RTX 3060 Ti45.049.154.0RTX 307046.050.355.0RTX 309050.053.959.0RTX 3070 Ti51.054.559.0RTX 308053.056.763.0RTX 3080 Ti52.056.864.0OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature Monitor20406080100

clpeak

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti43.047.356.0RTX 307045.048.356.0RTX 306045.050.359.0RTX 309049.052.057.0RTX 3070 Ti49.054.364.0RTX 3080 Ti51.055.159.0RTX 308051.055.661.0OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature Monitor20406080100

clpeak

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti41.043.952.0RTX 307043.045.051.0RTX 309047.049.553.0RTX 3070 Ti49.051.859.0RTX 306050.052.759.0RTX 3080 Ti52.053.557.0RTX 308052.053.858.0OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature Monitor1632486480

clpeak

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti40.046.949.0RTX 307041.047.850.0RTX 306045.051.957.0RTX 309045.052.755.0RTX 3070 Ti47.056.660.0RTX 308050.057.861.0RTX 3080 Ti49.058.262.0OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature Monitor20406080100

clpeak

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti41.043.348.0RTX 307042.044.850.0RTX 309047.049.754.0RTX 306048.052.658.0RTX 3070 Ti50.053.758.0RTX 308054.055.959.0RTX 3080 Ti54.056.560.0OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature Monitor1632486480

clpeak

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti39.041.342.0RTX 307041.042.644.0RTX 309045.047.549.0RTX 3070 Ti48.051.853.0RTX 306049.053.056.0RTX 308052.053.554.0RTX 3080 Ti52.054.255.0OpenBenchmarking.orgCelsius, Fewer Is BetterclpeakGPU Temperature Monitor1632486480

Darktable

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti45.049.456.0RTX 306043.049.960.0RTX 309049.050.556.0RTX 307047.050.557.0RTX 308053.055.560.0RTX 3070 Ti52.056.164.0RTX 3080 Ti54.056.961.0OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 3.8.1GPU Temperature Monitor20406080100

Darktable

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti37.038.940.0RTX 307039.040.742.0RTX 309042.043.645.0RTX 308046.047.449.0RTX 3070 Ti45.047.751.0RTX 3080 Ti46.047.950.0RTX 306048.050.152.0OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 3.8.1GPU Temperature Monitor1530456075

Darktable

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti36.038.242.0RTX 307038.040.144.0RTX 309041.042.945.0RTX 308044.046.349.0RTX 3080 Ti45.046.849.0RTX 3070 Ti43.047.451.0RTX 306049.052.559.0OpenBenchmarking.orgCelsius, Fewer Is BetterDarktable 3.8.1GPU Temperature Monitor1632486480

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 3060612182430SE +/- 0.012, N = 5SE +/- 0.007, N = 5SE +/- 0.007, N = 5SE +/- 0.005, N = 5SE +/- 0.004, N = 5SE +/- 0.011, N = 5SE +/- 0.011, N = 59.3109.56111.26513.57817.57517.68023.1641. (CXX) g++ options: -O3

FinanceBench

Benchmark: Monte-Carlo OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Monte-Carlo OpenCLRTX 3090RTX 3080 TiRTX 3080RTX 3070RTX 3060 TiRTX 3070 TiRTX 3060130260390520650SE +/- 0.87, N = 6SE +/- 0.56, N = 6SE +/- 0.59, N = 6SE +/- 0.21, N = 6SE +/- 1.02, N = 6SE +/- 0.42, N = 6SE +/- 0.40, N = 6321.85323.91388.35463.70463.72472.60619.041. (CXX) g++ options: -O3 -march=native -fopenmp

FinanceBench

Benchmark: Black-Scholes OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Black-Scholes OpenCLRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 306048121620SE +/- 0.006061, N = 14SE +/- 0.060047, N = 15SE +/- 0.008151, N = 14SE +/- 0.022159, N = 15SE +/- 0.038011, N = 14SE +/- 0.010411, N = 14SE +/- 0.020358, N = 156.1970006.5030007.2800009.75900010.43600012.87800016.2227341. (CXX) g++ options: -O3 -march=native -fopenmp

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30603691215SE +/- 0.006, N = 7SE +/- 0.007, N = 7SE +/- 0.005, N = 7SE +/- 0.017, N = 6SE +/- 0.008, N = 6SE +/- 0.009, N = 5SE +/- 0.017, N = 55.7485.8936.2617.3318.0818.62010.773

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30601530456075SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 328.8230.0933.0341.6747.6351.8269.03

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30601.13062.26123.39184.52245.653SE +/- 0.003, N = 9SE +/- 0.003, N = 9SE +/- 0.004, N = 9SE +/- 0.004, N = 8SE +/- 0.003, N = 8SE +/- 0.003, N = 8SE +/- 0.007, N = 73.3353.3943.4633.8564.1644.3245.025

Rodinia

Test: OpenCL Particle Filter

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30603691215SE +/- 0.019, N = 9SE +/- 0.003, N = 8SE +/- 0.006, N = 8SE +/- 0.008, N = 7SE +/- 0.007, N = 7SE +/- 0.011, N = 6SE +/- 0.020, N = 53.6553.7954.2695.8485.8866.9529.5321. (CXX) g++ options: -O2 -lOpenCL

Darktable

Test: Boat - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Boat - Acceleration: OpenCLRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30600.44960.89921.34881.79842.248SE +/- 0.002, N = 10SE +/- 0.006, N = 11SE +/- 0.005, N = 11SE +/- 0.003, N = 11SE +/- 0.002, N = 10SE +/- 0.005, N = 10SE +/- 0.003, N = 101.2061.2341.3001.4341.5821.6721.998

Darktable

Test: Server Rack - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Rack - Acceleration: OpenCLRTX 3090RTX 3080RTX 3080 TiRTX 3070 TiRTX 3070RTX 3060RTX 3060 Ti0.03170.06340.09510.12680.1585SE +/- 0.000, N = 13SE +/- 0.000, N = 13SE +/- 0.000, N = 13SE +/- 0.000, N = 13SE +/- 0.000, N = 13SE +/- 0.000, N = 13SE +/- 0.001, N = 150.1300.1320.1320.1330.1360.1410.141

Darktable

Test: Server Room - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Room - Acceleration: OpenCLRTX 3090RTX 3080 TiRTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 30600.20250.4050.60750.811.0125SE +/- 0.001, N = 11SE +/- 0.001, N = 11SE +/- 0.001, N = 11SE +/- 0.001, N = 11SE +/- 0.001, N = 11SE +/- 0.001, N = 11SE +/- 0.001, N = 110.7190.7270.7430.7650.7940.8130.900

clpeak

OpenCL Test: Kernel Latency

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyRTX 3060RTX 3070 TiRTX 3080RTX 3060 TiRTX 3070RTX 3090RTX 3080 Ti1.0712.1423.2134.2845.355SE +/- 0.01, N = 15SE +/- 0.01, N = 15SE +/- 0.01, N = 15SE +/- 0.01, N = 15SE +/- 0.01, N = 15SE +/- 0.01, N = 14SE +/- 0.01, N = 154.654.654.714.724.724.754.761. (CXX) g++ options: -O3 -rdynamic -lOpenCL

RealSR-NCNN

GPU Power Consumption Monitor

MinAvgMaxRTX 306012.5105.5167.0RTX 3060 Ti12.6113.1197.7RTX 307016.9117.7219.7RTX 3070 Ti15.2151.9288.8RTX 30807.3158.2319.8RTX 309013.7165.5347.1RTX 3080 Ti19.8167.5335.2OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption Monitor100200300400500

RealSR-NCNN

GPU Power Consumption Monitor

MinAvgMaxRTX 306012.8156.2169.6RTX 3060 Ti13.7174.9197.7RTX 307017.4196.0220.0RTX 3070 Ti16.4256.2289.5RTX 308010.4273.0319.7RTX 3080 Ti22.6288.0338.0RTX 309015.4290.9347.1OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption Monitor100200300400500

Waifu2x-NCNN Vulkan

GPU Power Consumption Monitor

MinAvgMaxRTX 306013.774.2127.6RTX 3060 Ti14.682.0165.9RTX 307017.588.4174.8RTX 3070 Ti18.9120.3221.3RTX 308013.2136.2260.4RTX 309018.4146.8276.7RTX 3080 Ti26.3148.6275.9OpenBenchmarking.orgWatts, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818GPU Power Consumption Monitor70140210280350

Hashcat

GPU Power Consumption Monitor

MinAvgMaxRTX 306013.083.3146.5RTX 3060 Ti13.997.4199.6RTX 307017.5116.8219.3RTX 3070 Ti18.1158.5279.5RTX 308012.4182.7319.6RTX 309017.4193.6347.5RTX 3080 Ti24.4204.2349.3OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.2.4GPU Power Consumption Monitor100200300400500

Hashcat

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.079.7135.4RTX 3060 Ti20.7109.6189.6RTX 307017.6122.1219.7RTX 3070 Ti24.9156.2261.1RTX 308020.9189.5319.6RTX 309028.8206.1346.2RTX 3080 Ti35.3210.8350.4OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.2.4GPU Power Consumption Monitor100200300400500

Hashcat

GPU Power Consumption Monitor

MinAvgMaxRTX 306016.962.5169.7RTX 3060 Ti20.975.6199.1RTX 307017.578.5219.4RTX 3070 Ti24.8117.1289.1RTX 308021.5135.3321.3RTX 309029.3151.9346.2RTX 3080 Ti35.2156.1349.5OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.2.4GPU Power Consumption Monitor100200300400500

Hashcat

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.381.0139.6RTX 3060 Ti20.6113.5195.5RTX 307017.1123.5219.3RTX 3070 Ti24.6160.8267.7RTX 308018.4190.1319.3RTX 309028.7207.2346.1RTX 3080 Ti34.7214.1349.7OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.2.4GPU Power Consumption Monitor100200300400500

Hashcat

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.170.4152.8RTX 3060 Ti20.982.0198.2RTX 307017.487.4217.3RTX 3070 Ti24.7118.1273.8RTX 308018.4140.8319.3RTX 309029.5155.9346.9RTX 3080 Ti35.5162.4349.3OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.2.4GPU Power Consumption Monitor100200300400500

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.231.845.0RTX 307017.133.449.1RTX 3060 Ti20.834.747.4RTX 3070 Ti24.857.684.3RTX 308020.662.991.8RTX 309028.973.4108.0RTX 3080 Ti35.377.8111.8OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption Monitor4080120160200

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.538.761.6RTX 307016.442.772.3RTX 3060 Ti19.944.271.3RTX 3070 Ti22.969.9108.2RTX 308022.182.2125.1RTX 309027.291.5141.8RTX 3080 Ti33.696.5143.5OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption Monitor4080120160200

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.750.3130.6RTX 307016.652.7128.9RTX 3060 Ti20.154.9138.6RTX 3070 Ti23.576.8182.5RTX 308017.783.0168.3RTX 309027.089.7182.5RTX 3080 Ti33.896.2197.6OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption Monitor50100150200250

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

MinAvgMaxRTX 306018.061.7145.1RTX 3060 Ti19.967.0151.9RTX 307016.967.5143.5RTX 3070 Ti23.198.1205.3RTX 308018.2104.6225.6RTX 309027.1119.6241.3RTX 3080 Ti33.8127.1249.1OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption Monitor60120180240300

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3090RTX 3080 Ti60120180240300Min: 17.07 / Avg: 58.22 / Max: 169.78Min: 20.15 / Avg: 77.28 / Max: 199.74Min: 16.75 / Avg: 82.13 / Max: 219.65Min: 23.88 / Avg: 120.02 / Max: 288.7Min: 21.76 / Avg: 156 / Max: 319.45Min: 27.26 / Avg: 181.51 / Max: 344.96Min: 33.74 / Avg: 187.3 / Max: 349.46

cl-mem

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.064.898.9RTX 3060 Ti20.675.2118.8RTX 307017.177.1122.1RTX 3070 Ti24.8114.5190.4RTX 308026.2133.2239.5RTX 309029.9152.3285.4RTX 3080 Ti35.1153.7275.0OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13GPU Power Consumption Monitor70140210280350

cl-mem

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.364.999.1RTX 3060 Ti20.575.6117.0RTX 307016.976.0122.0RTX 3070 Ti25.0114.5190.4RTX 308020.2132.3238.8RTX 309020.3153.0284.7RTX 3080 Ti25.3153.1274.4OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13GPU Power Consumption Monitor70140210280350

cl-mem

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.364.999.0RTX 3060 Ti20.475.3118.8RTX 307016.776.5121.7RTX 3070 Ti25.2114.0190.8RTX 308025.8132.1238.4RTX 309029.2152.7287.0RTX 3080 Ti34.9153.0281.6OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13GPU Power Consumption Monitor70140210280350

VkResample

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.442.0137.9RTX 307016.644.3182.6RTX 3060 Ti20.444.4177.5RTX 3070 Ti24.461.2254.2RTX 308015.467.2297.0RTX 309016.377.2306.0RTX 3080 Ti25.178.1226.6OpenBenchmarking.orgWatts, Fewer Is BetterVkResample 1.0GPU Power Consumption Monitor80160240320400

FAHBench

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.086.1115.6RTX 3060 Ti21.6110.5152.4RTX 307017.1118.8166.8RTX 3070 Ti26.3154.4204.1RTX 308029.0188.0255.3RTX 309031.6210.1278.9RTX 3080 Ti37.1212.7282.3OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2GPU Power Consumption Monitor70140210280350

LeelaChessZero

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.2161.3170.0RTX 3060 Ti21.3191.9199.4RTX 307017.5210.7219.9RTX 3070 Ti26.0270.6289.8RTX 308028.5306.1320.2RTX 309031.0318.5349.0RTX 3080 Ti36.6333.7350.1OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.28GPU Power Consumption Monitor100200300400500

Rodinia

GPU Power Consumption Monitor

MinAvgMaxRTX 306018.055.770.2RTX 3060 Ti20.869.593.3RTX 307017.171.7104.3RTX 3070 Ti25.0102.7141.4RTX 308025.7119.0180.0RTX 309030.2134.5210.7RTX 3080 Ti34.7138.0213.6OpenBenchmarking.orgWatts, Fewer Is BetterRodinia 3.1GPU Power Consumption Monitor60120180240300

LuxCoreRender

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.3105.2113.3RTX 3060 Ti20.7141.1152.9RTX 307017.0155.9169.6RTX 3070 Ti25.0192.4207.6RTX 309015.5218.9333.0RTX 308025.8260.9284.1RTX 3080 Ti34.1308.0337.8OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender 2.6GPU Power Consumption Monitor80160240320400

LuxCoreRender

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.087.5105.7RTX 3060 Ti21.5116.8140.8RTX 307017.5127.6154.6RTX 3070 Ti26.0160.2190.0RTX 308029.4212.7255.3RTX 309031.2252.4303.7RTX 3080 Ti36.5253.0299.9OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender 2.6GPU Power Consumption Monitor80160240320400

LuxCoreRender

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.2102.2114.5RTX 3060 Ti21.3139.7158.8RTX 307017.2153.3174.9RTX 3070 Ti25.4187.1210.1RTX 308028.6249.0282.0RTX 309030.7292.9330.8RTX 3080 Ti36.3293.1332.7OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender 2.6GPU Power Consumption Monitor80160240320400

LuxCoreRender

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.193.2109.8RTX 3060 Ti21.5122.8146.7RTX 307017.3134.0160.8RTX 3070 Ti25.8169.2197.8RTX 309015.7191.3317.6RTX 308029.3228.5271.9RTX 3080 Ti36.3267.9317.5OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender 2.6GPU Power Consumption Monitor80160240320400

LuxCoreRender

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.191.1117.7RTX 3060 Ti21.3111.4158.8RTX 307017.0118.7172.8RTX 3070 Ti25.8155.2213.9RTX 308029.7186.1278.8RTX 309030.8213.8341.2RTX 3080 Ti36.2219.2336.0OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender 2.6GPU Power Consumption Monitor80160240320400

FinanceBench

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.030.072.6RTX 307016.732.581.0RTX 3060 Ti20.835.181.0RTX 3070 Ti24.352.0117.0RTX 308019.957.4134.8RTX 309018.567.7162.2RTX 3080 Ti25.170.0161.9OpenBenchmarking.orgWatts, Fewer Is BetterFinanceBench 2016-07-25GPU Power Consumption Monitor50100150200250

FinanceBench

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.226.738.4RTX 307016.727.942.4RTX 3060 Ti20.329.742.2RTX 3070 Ti23.646.877.4RTX 308023.850.385.6RTX 309028.260.1103.5RTX 3080 Ti33.464.4104.9OpenBenchmarking.orgWatts, Fewer Is BetterFinanceBench 2016-07-25GPU Power Consumption Monitor20406080100

IndigoBench

GPU Power Consumption Monitor

MinAvgMaxRTX 306018.0114.4127.3RTX 3060 Ti20.0149.2168.5RTX 307016.9163.1185.7RTX 3070 Ti23.3199.8223.1RTX 308024.7259.9293.1RTX 309027.3293.3340.4RTX 3080 Ti33.4306.8342.9OpenBenchmarking.orgWatts, Fewer Is BetterIndigoBench 4.4GPU Power Consumption Monitor80160240320400

IndigoBench

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.1106.9123.1RTX 3060 Ti21.4142.1162.7RTX 307017.5153.0175.5RTX 3070 Ti26.4189.4212.3RTX 308029.6242.1272.0RTX 309031.2272.2313.4RTX 3080 Ti36.8282.7314.3OpenBenchmarking.orgWatts, Fewer Is BetterIndigoBench 4.4GPU Power Consumption Monitor80160240320400

JuliaGPU

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.051.371.7RTX 307017.462.092.0RTX 3060 Ti21.662.688.9RTX 3070 Ti26.392.2129.1RTX 308027.2108.6155.7RTX 309032.3124.8178.6RTX 3080 Ti36.5126.4180.1OpenBenchmarking.orgWatts, Fewer Is BetterJuliaGPU 1.2pts1GPU Power Consumption Monitor50100150200250

MandelGPU

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.868.1107.8RTX 3060 Ti20.980.7142.3RTX 307016.782.8159.2RTX 3070 Ti24.8111.0197.5RTX 308025.8129.3262.4RTX 309030.1140.5296.6RTX 3080 Ti34.8148.6292.6OpenBenchmarking.orgWatts, Fewer Is BetterMandelGPU 1.3pts1GPU Power Consumption Monitor70140210280350

clpeak

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.427.540.9RTX 307017.129.445.5RTX 3060 Ti21.031.146.2RTX 3070 Ti25.249.485.8RTX 308025.358.5102.4RTX 309029.668.6118.9RTX 3080 Ti35.271.7128.5OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption Monitor4080120160200

clpeak

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.145.8110.9RTX 307016.763.0174.7RTX 3060 Ti20.765.0161.6RTX 3070 Ti24.086.5215.6RTX 308025.0120.5315.8RTX 309029.6129.8329.6RTX 3080 Ti34.1135.9347.3OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption Monitor100200300400500

clpeak

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.736.267.0RTX 307017.246.2102.5RTX 3060 Ti20.748.198.7RTX 3070 Ti23.969.3135.2RTX 308025.388.8182.4RTX 309029.396.8188.1RTX 3080 Ti34.1102.7196.3OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption Monitor50100150200250

clpeak

GPU Power Consumption Monitor

MinAvgMaxRTX 306018.053.759.6RTX 3060 Ti20.471.277.8RTX 307017.076.283.6RTX 3070 Ti23.5109.0119.8RTX 308024.6146.8160.0RTX 309028.6166.0182.7RTX 3080 Ti34.1171.1189.6OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption Monitor50100150200250

clpeak

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.650.5102.0RTX 307017.250.6104.7RTX 306017.554.3108.4RTX 3070 Ti24.777.3142.7RTX 309029.4102.6171.6RTX 308026.4103.9220.7RTX 3080 Ti34.9118.0227.3OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption Monitor60120180240300

clpeak

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.941.450.2RTX 307017.046.059.2RTX 3060 Ti20.347.058.1RTX 3070 Ti24.377.095.8RTX 308025.196.2118.6RTX 309028.6106.2133.2RTX 3080 Ti34.0114.3135.6OpenBenchmarking.orgWatts, Fewer Is BetterclpeakGPU Power Consumption Monitor4080120160200

Darktable

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.154.1134.9RTX 307017.059.7168.5RTX 3060 Ti21.160.4150.1RTX 3070 Ti25.389.9201.1RTX 308026.5104.3228.2RTX 309029.6114.6230.8RTX 3080 Ti36.2117.5231.8OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 3.8.1GPU Power Consumption Monitor60120180240300

Darktable

GPU Power Consumption Monitor

MinAvgMaxRTX 307017.129.645.5RTX 306017.729.944.4RTX 3060 Ti20.231.448.3RTX 3070 Ti23.950.380.1RTX 308023.954.189.2RTX 309026.463.5104.2RTX 3080 Ti33.269.8107.7OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 3.8.1GPU Power Consumption Monitor20406080100

Darktable

GPU Power Consumption Monitor

MinAvgMaxRTX 306017.839.573.3RTX 307016.741.971.2RTX 3060 Ti20.042.772.7RTX 3070 Ti23.570.0109.1RTX 308024.677.0120.9RTX 309027.788.3139.6RTX 3080 Ti33.493.2144.4OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 3.8.1GPU Power Consumption Monitor4080120160200

Phoronix Test Suite v10.8.5