GPU Compute

Benchmarks for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2207170-NE-AMDGPUCOM09
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CPU Massive 4 Tests
Creator Workloads 4 Tests
HPC - High Performance Computing 3 Tests
Machine Learning 2 Tests
Multi-Core 4 Tests
NVIDIA GPU Compute 18 Tests
OpenCL 9 Tests
Renderers 3 Tests
Vulkan Compute 4 Tests

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  Test
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RTX 3090
July 10 2022
  4 Hours, 51 Minutes
RTX 3080
July 15 2022
  4 Hours, 44 Minutes
RTX 3060 Ti
July 16 2022
  4 Hours, 46 Minutes
RTX 3080 Ti
July 16 2022
  4 Hours, 43 Minutes
RTX 3060
July 16 2022
  4 Hours, 58 Minutes
RTX 3070
July 16 2022
  4 Hours, 48 Minutes
RTX 3070 Ti
July 17 2022
  4 Hours, 54 Minutes
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GPU ComputeOpenBenchmarking.orgPhoronix Test SuiteAMD 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 2TBNVIDIA GeForce RTX 3090 24GBNVIDIA GeForce RTX 3080 10GBNVIDIA GeForce RTX 3060 Ti 8GBNVIDIA GeForce RTX 3080 Ti 12GBeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA GeForce RTX 3070 8GBNVIDIA GeForce RTX 3070 Ti 8GBNVIDIA GA102 HD AudioNVIDIA GA104 HD AudioNVIDIA 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 11.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudiosMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGPU Compute BenchmarksSystem Logs- Transparent Huge Pages: madvise- --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 - Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa20120a- RTX 3090: BAR1 / Visible vRAM Size: 32768 MiB - vBIOS Version: 94.02.27.00.02- RTX 3080: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.02.20.00.07- RTX 3060 Ti: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 94.04.25.00.2c- RTX 3080 Ti: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.02.71.00.01- RTX 3060: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.06.14.40.46- 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 3090: GPU Compute Cores: 10496- RTX 3080: GPU Compute Cores: 8704- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 3080 Ti: GPU Compute Cores: 10240- RTX 3060: GPU Compute Cores: 3584- RTX 3070: GPU Compute Cores: 5888- RTX 3070 Ti: GPU Compute Cores: 6144- 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

RTX 3090RTX 3080RTX 3060 TiRTX 3080 TiRTX 3060RTX 3070RTX 3070 TiResult OverviewPhoronix Test Suite100%146%192%238%284%HashcatChaos Group V-RAYVkResampleLuxCoreRenderLeelaChessZeroOctaneBenchIndigoBenchFinanceBenchMandelGPURealSR-NCNNcl-memFAHBenchViennaCLSHOC Scalable HeterOgeneous ComputingclpeakRodiniaWaifu2x-NCNN VulkanDarktableJuliaGPUvkpeakSmallPT GPU

RTX 3090RTX 3080RTX 3060 TiRTX 3080 TiRTX 3060RTX 3070RTX 3070 TiPer Watt Result OverviewPhoronix Test Suite100%136%172%208%244%SmallPT GPUMeta Performance Per WattsJuliaGPUvkpeakSHOC Scalable HeterOgeneous ComputingclpeakFAHBenchMandelGPUHashcatChaos Group V-RAYIndigoBenchOctaneBenchLeelaChessZerocl-memLuxCoreRenderP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

GPU Computeshoc: OpenCL - Max SP Flopslczero: OpenCLvkpeak: int16-vec4vkpeak: int16-scalarvkpeak: int32-vec4vkpeak: int32-scalarvkpeak: fp64-vec4vkpeak: fp64-scalarvkpeak: fp16-vec4vkpeak: fp16-scalarvkpeak: fp32-vec4vkpeak: fp32-scalaroctanebench: Total Scorefahbench: luxcorerender: Danish Mood - GPUv-ray: NVIDIA RTX GPUv-ray: NVIDIA CUDA GPUluxcorerender: LuxCore Benchmark - GPUluxcorerender: DLSC - GPUluxcorerender: Orange Juice - GPUindigobench: OpenCL GPU - Bedroomindigobench: OpenCL GPU - Supercarrealsr-ncnn: 4x - Yessmallpt-gpu: GPU - Caustic3smallpt-gpu: GPU - Cornellclpeak: Double-Precision Doublerodinia: OpenCL Myocytesmallpt-gpu: GPU - Complexclpeak: Transfer Bandwidth enqueueReadBufferviennacl: OpenCL BLAS - dGEMM-TTviennacl: OpenCL BLAS - sDOTviennacl: OpenCL BLAS - dGEMM-TNviennacl: OpenCL BLAS - sCOPYviennacl: OpenCL BLAS - dGEMV-Nviennacl: OpenCL BLAS - dAXPYviennacl: OpenCL BLAS - dGEMV-Tviennacl: OpenCL BLAS - dGEMM-NNviennacl: OpenCL BLAS - sAXPYviennacl: OpenCL BLAS - dGEMM-NTviennacl: OpenCL BLAS - dDOTviennacl: OpenCL BLAS - dCOPYshoc: OpenCL - Texture Read Bandwidthvkresample: 2x - Singleluxcorerender: Rainbow Colors and Prism - GPUclpeak: Transfer Bandwidth enqueueWriteBufferrealsr-ncnn: 4x - Nofinancebench: Monte-Carlo OpenCLhashcat: SHA-512hashcat: SHA1hashcat: MD5rodinia: OpenCL Particle Filterjuliagpu: GPUhashcat: TrueCrypt RIPEMD160 + XTSwaifu2x-ncnn: 2x - 3 - Yescl-mem: Copycl-mem: Readcl-mem: Writehashcat: 7-Zipmandelgpu: GPUdarktable: Masskrug - OpenCLshoc: OpenCL - Bus Speed Readbackdarktable: Boat - OpenCLshoc: OpenCL - GEMM SGEMM_Ndarktable: Server Room - OpenCLshoc: OpenCL - Triadclpeak: Global Memory Bandwidthclpeak: Integer Compute INTshoc: OpenCL - Reductionshoc: OpenCL - FFT SPshoc: OpenCL - S3Dshoc: OpenCL - MD5 Hashshoc: OpenCL - Bus Speed Downloaddarktable: Server Rack - OpenCLclpeak: Single-Precision Floatfinancebench: Black-Scholes OpenCLclpeak: Kernel LatencyRTX 3090RTX 3080RTX 3060 TiRTX 3080 TiRTX 3060RTX 3070RTX 3070 Ti39615.268676525.68269.71520.21263.71205.71180.0511.3110.84436.41186.35691.424926351.70428.122853212110.1511.4410.4320.95653.39928.82216575128261657512683656.1232.393165751254613.526023715993662397233776014996046566072245.549.31030.7822.205.748321.849838287433333322555433333713154000003.655368101296.78201713.335364.2817.7745.31123025470569461.22.24127.10601.2068152.550.71925.4810812.3418125.52390.9202101.45429.75844.223326.31030.13035141.286.1974.7534065.363379522.74268.46517.93262.12204.29178.8211.2510.83432.13185.92577.143574328.38136.67237817908.379.529.0017.67946.67533.02816579358771657935733545.9232.133165793559613.335053715003582416293775014745036025542214.2311.26526.6422.536.261388.347499242185000018978266667601651833334.269362268066.47089133.463354.7672.6642.9963844420816923.12.25227.10811.3006270.960.74325.3049662.0015428.95387.3561761.89338.19737.522826.31330.13229623.787.2804.7119429.842098523.56268.98518.56262.35204.99179.1811.2910.85433.17186.33386.827291243.22024.05159712634.955.756.2011.50534.04451.81916579740421657973899304.0631.669165797376613.323272912922243993322923582933993632113.0417.68018.2822.438.620463.722163141143333310974150000352441571436.952331465943.84163004.324296.9392.7383.6573133285236027.42.30627.11201.6723435.040.81324.6968389.108369.37324.392961.905211.72521.529026.28680.14116000.7912.8784.7237916.667451522.46268.39518.16262.23204.36178.9211.2610.83433.20185.98677.503758339.61187.97275820629.7011.0010.0620.25851.83730.08516579874071657987264622.7332.589165798713013.385623625593582337033675614915636445922166.819.56131.2722.465.893323.912837272323333321339783333674558833333.795366866427.67962753.394355.0795.8736.91069067449383091.82.23927.11531.2348056.310.72725.4511794.0417388.04382.7632014.78420.22742.053526.29450.13233708.856.5034.7613566.728640525.24269.04519.79262.46205.34179.7311.3110.85434.83186.39295.18698186.07002.9711418543.734.304.918.52325.94769.03316580016531658001510213.2832.649165800137713.292882032742223273032043062033293151255.0423.16413.6422.3310.773619.0411689932000007735900000248520666679.532305403296.12932575.025270.1317.8302.7411333212133611.62.38527.11841.9982768.220.90024.3746315.396368.80306.848758.844172.67215.103026.31410.14112581.2116.2227344.6523184.445516524.74268.97519.73262.49205.17179.5311.3010.85433.60186.36419.272336272.26604.81175814185.736.636.9612.95237.33247.62716580315471658031403361.5031.930165803126913.303263392842223953333403593414013732121.0317.57520.3822.528.081463.697332166298333312949050000413469333335.886343766836.74916754.164294.8392.9379.7664633324407884.82.29427.11291.5823796.890.79424.6727389.3710228.60326.2271133.35218.09425.294626.32320.13620075.8210.4364.7223323.651302522.41268.43517.47262.30204.42178.9111.2610.83432.94185.79461.152473271.58714.89195215056.057.007.1413.76838.99241.66816580663961658066253370.1632.604165806611913.653633443322375293693454353465234792077.7613.57821.1222.677.331472.597834169718333313217233333425282333335.848346928151.55061883.856337.1538.5513.9703100329213346.42.28027.10911.4344711.350.76525.0747529.3210922.68379.4511291.18285.22326.199926.30080.13321511.259.7594.65OpenBenchmarking.org

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Max SP FlopsRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30908K16K24K32K40KSE +/- 30.73, N = 3SE +/- 26.67, N = 3SE +/- 31.48, N = 3SE +/- 61.13, N = 3SE +/- 200.43, N = 3SE +/- 191.65, N = 3SE +/- 136.53, N = 313566.719429.823184.423323.634065.337916.639615.21. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: OpenCLRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309015K30K45K60K75KSE +/- 134.62, N = 3SE +/- 504.73, N = 3SE +/- 346.36, N = 3SE +/- 245.06, N = 3SE +/- 173.33, N = 3SE +/- 567.42, N = 3SE +/- 461.39, N = 3286404209845516513026337967451686761. (CXX) g++ options: -flto -pthread

vkpeak

Vkpeak is a Vulkan compute benchmark inspired by OpenCL's clpeak. Vkpeak provides Vulkan compute performance measurements for FP16 / FP32 / FP64 / INT16 / INT32 scalar and vec4 performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-vec4RTX 3070 TiRTX 3080 TiRTX 3080RTX 3060 TiRTX 3070RTX 3060RTX 3090110220330440550SE +/- 0.45, N = 3SE +/- 0.37, N = 3SE +/- 0.36, N = 3SE +/- 0.27, N = 3SE +/- 0.28, N = 3SE +/- 0.23, N = 3SE +/- 0.16, N = 3522.41522.46522.74523.56524.74525.24525.68

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarRTX 3080 TiRTX 3070 TiRTX 3080RTX 3070RTX 3060 TiRTX 3060RTX 309060120180240300SE +/- 0.25, N = 3SE +/- 0.11, N = 3SE +/- 0.32, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.31, N = 3268.39268.43268.46268.97268.98269.04269.71

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-vec4RTX 3070 TiRTX 3080RTX 3080 TiRTX 3060 TiRTX 3070RTX 3060RTX 3090110220330440550SE +/- 0.41, N = 3SE +/- 0.43, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.45, N = 3SE +/- 0.51, N = 3SE +/- 0.61, N = 3517.47517.93518.16518.56519.73519.79520.21

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-scalarRTX 3080RTX 3080 TiRTX 3070 TiRTX 3060 TiRTX 3060RTX 3070RTX 309060120180240300SE +/- 0.27, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3262.12262.23262.30262.35262.46262.49263.71

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4RTX 3080RTX 3080 TiRTX 3070 TiRTX 3060 TiRTX 3070RTX 3060RTX 309050100150200250SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3204.29204.36204.42204.99205.17205.34205.71

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarRTX 3080RTX 3070 TiRTX 3080 TiRTX 3060 TiRTX 3070RTX 3060RTX 30904080120160200SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3178.82178.91178.92179.18179.53179.73180.05

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4RTX 3080RTX 3080 TiRTX 3070 TiRTX 3060 TiRTX 3070RTX 3090RTX 30603691215SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 311.2511.2611.2611.2911.3011.3111.31

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarRTX 3080RTX 3080 TiRTX 3070 TiRTX 3090RTX 3060 TiRTX 3060RTX 30703691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 310.8310.8310.8310.8410.8510.8510.85

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4RTX 3080RTX 3070 TiRTX 3060 TiRTX 3080 TiRTX 3070RTX 3060RTX 309090180270360450SE +/- 0.80, N = 3SE +/- 1.15, N = 3SE +/- 1.29, N = 3SE +/- 0.54, N = 3SE +/- 0.70, N = 3SE +/- 0.51, N = 3SE +/- 0.32, N = 3432.13432.94433.17433.20433.60434.83436.41

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarRTX 3070 TiRTX 3080RTX 3080 TiRTX 3060 TiRTX 3090RTX 3070RTX 30604080120160200SE +/- 0.18, N = 3SE +/- 0.22, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3185.79185.92185.98186.33186.35186.36186.39

OctaneBench

OctaneBench is a test of the OctaneRender on the GPU and requires the use of NVIDIA CUDA. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090150300450600750295.19386.83419.27461.15577.14677.50691.42

FAHBench

FAHBench is a Folding@Home benchmark on the GPU. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 3060RTX 3060 TiRTX 3070 TiRTX 3070RTX 3080RTX 3080 TiRTX 309080160240320400SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.26, N = 3SE +/- 0.24, N = 3SE +/- 0.37, N = 3SE +/- 0.35, N = 3SE +/- 0.12, N = 3186.07243.22271.59272.27328.38339.61351.70

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: GPURTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090246810SE +/- 0.04, N = 4SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 4SE +/- 0.08, N = 3SE +/- 0.08, N = 62.974.054.814.896.677.978.12MIN: 0.94 / MAX: 3.68MIN: 1.18 / MAX: 5.06MIN: 1.12 / MAX: 6.01MIN: 1.07 / MAX: 6.21MIN: 1.29 / MAX: 8.52MIN: 1.8 / MAX: 10.01MIN: 1.69 / MAX: 10.34

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5.02Mode: NVIDIA RTX GPURTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30906001200180024003000SE +/- 1.45, N = 3SE +/- 1.33, N = 3SE +/- 1.00, N = 3SE +/- 2.60, N = 3SE +/- 4.81, N = 3SE +/- 4.26, N = 3SE +/- 4.91, N = 31141159717581952237827582853

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5.02Mode: NVIDIA CUDA GPURTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905001000150020002500SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 1.20, N = 3SE +/- 3.06, N = 3854126314181505179020622121

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: GPURTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 33.734.955.736.058.379.7010.15MIN: 1.09 / MAX: 4.57MIN: 1.35 / MAX: 6.1MIN: 1.49 / MAX: 7.09MIN: 1.49 / MAX: 7.45MIN: 2.34 / MAX: 10.37MIN: 2.67 / MAX: 12.01MIN: 2.67 / MAX: 12.58

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: GPURTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 34.305.756.637.009.5211.0011.44MIN: 4.18 / MAX: 4.53MIN: 5.62 / MAX: 5.95MIN: 6.25 / MAX: 6.91MIN: 6.86 / MAX: 7.14MIN: 9.11 / MAX: 9.69MIN: 10.28 / MAX: 11.23MIN: 9.35 / MAX: 11.78

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: GPURTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 34.916.206.967.149.0010.0610.43MIN: 3.98 / MAX: 5.9MIN: 5.02 / MAX: 7.26MIN: 5.61 / MAX: 8.4MIN: 5.74 / MAX: 8.73MIN: 7.24 / MAX: 11.5MIN: 8.14 / MAX: 13.08MIN: 8.51 / MAX: 13.71

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090510152025SE +/- 0.010, N = 3SE +/- 0.014, N = 3SE +/- 0.027, N = 3SE +/- 0.009, N = 3SE +/- 0.019, N = 3SE +/- 0.042, N = 3SE +/- 0.033, N = 38.52311.50512.95213.76817.67920.25820.956

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901224364860SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 325.9534.0437.3338.9946.6851.8453.40

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901530456075SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 369.0351.8247.6341.6733.0330.0928.82

SmallPT GPU

SmallPT GPU is an OpenCL benchmark that's run with various PTS changes compared to upstream and multiple rendering scenes are available. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterSmallPT GPU 1.6pts1OpenCL Device: GPU - Scene: Caustic3RTX 3090RTX 3080RTX 3060 TiRTX 3080 TiRTX 3060RTX 3070RTX 3070 Ti400M800M1200M1600M2000MSE +/- 25.12, N = 3SE +/- 24.83, N = 3SE +/- 24.83, N = 3SE +/- 24.83, N = 3SE +/- 24.83, N = 3SE +/- 24.83, N = 3SE +/- 24.83, N = 316575128261657935877165797404216579874071658001653165803154716580663961. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

OpenBenchmarking.orgSamples/sec, More Is BetterSmallPT GPU 1.6pts1OpenCL Device: GPU - Scene: CornellRTX 3090RTX 3080RTX 3060 TiRTX 3080 TiRTX 3060RTX 3070RTX 3070 Ti400M800M1200M1600M2000MSE +/- 24.54, N = 3SE +/- 24.54, N = 3SE +/- 24.25, N = 3SE +/- 24.54, N = 3SE +/- 23.96, N = 3SE +/- 24.54, N = 3SE +/- 24.54, N = 316575126831657935733165797389916579872641658001510165803140316580662531. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090140280420560700SE +/- 0.67, N = 3SE +/- 0.39, N = 3SE +/- 0.77, N = 3SE +/- 0.25, N = 3SE +/- 0.35, N = 3SE +/- 2.99, N = 3SE +/- 1.60, N = 3213.28304.06361.50370.16545.92622.73656.121. (CXX) g++ options: -O3 -rdynamic -lOpenCL

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL MyocyteRTX 3060RTX 3070 TiRTX 3080 TiRTX 3090RTX 3080RTX 3070RTX 3060 Ti816243240SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.29, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 332.6532.6032.5932.3932.1331.9331.671. (CXX) g++ options: -O2 -lOpenCL

SmallPT GPU

SmallPT GPU is an OpenCL benchmark that's run with various PTS changes compared to upstream and multiple rendering scenes are available. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterSmallPT GPU 1.6pts1OpenCL Device: GPU - Scene: ComplexRTX 3090RTX 3080RTX 3060 TiRTX 3080 TiRTX 3060RTX 3070RTX 3070 Ti400M800M1200M1600M2000MSE +/- 21.07, N = 3SE +/- 21.07, N = 3SE +/- 19.34, N = 3SE +/- 19.92, N = 3SE +/- 19.92, N = 3SE +/- 19.92, N = 3SE +/- 19.92, N = 316575125461657935596165797376616579871301658001377165803126916580661191. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferRTX 3060RTX 3070RTX 3060 TiRTX 3080RTX 3080 TiRTX 3090RTX 3070 Ti48121620SE +/- 0.12, N = 4SE +/- 0.07, N = 6SE +/- 0.12, N = 7SE +/- 0.05, N = 4SE +/- 0.13, N = 6SE +/- 0.14, N = 15SE +/- 0.11, N = 1513.2913.3013.3213.3313.3813.5213.651. (CXX) g++ options: -O3 -rdynamic -lOpenCL

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile makes use of ViennaCL's built-in benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TTRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 2.50, N = 2SE +/- 2.00, N = 25055626021. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sDOTRTX 3060RTX 3070RTX 3060 TiRTX 3080 TiRTX 3070 TiRTX 3090RTX 308080160240320400SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 32883223273613633713711. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TNRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.00, N = 2SE +/- 0.00, N = 2SE +/- 0.88, N = 3SE +/- 0.00, N = 3SE +/- 1.67, N = 3SE +/- 1.20, N = 3SE +/- 1.67, N = 32032913393445005595991. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sCOPYRTX 3060RTX 3070RTX 3060 TiRTX 3070 TiRTX 3080RTX 3080 TiRTX 309080160240320400SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 32742842883323583583661. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-NRTX 3060RTX 3070RTX 3060 TiRTX 3080 TiRTX 3070 TiRTX 3090RTX 308050100150200250SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 32222222242332372392411. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dAXPYRTX 3060RTX 3070RTX 3060 TiRTX 3070 TiRTX 3080RTX 3080 TiRTX 3090160320480640800SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 33273953995286297037231. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-TRTX 3060RTX 3060 TiRTX 3070RTX 3080 TiRTX 3070 TiRTX 3090RTX 308080160240320400SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 33033323333673693773771. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NNRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.00, N = 3SE +/- 1.33, N = 3SE +/- 1.00, N = 3SE +/- 1.67, N = 32042923403455015616011. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sAXPYRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090110220330440550SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 33063583594354744914991. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NTRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.00, N = 2SE +/- 1.53, N = 3SE +/- 1.20, N = 3SE +/- 1.33, N = 32032933413465035636041. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOTRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090140280420560700SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 33293973985196026446561. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPYRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 33153513684645545926071. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Texture Read BandwidthRTX 3060RTX 3070 TiRTX 3060 TiRTX 3070RTX 3080 TiRTX 3080RTX 30905001000150020002500SE +/- 2.15, N = 4SE +/- 1.88, N = 4SE +/- 8.25, N = 4SE +/- 7.65, N = 4SE +/- 5.69, N = 3SE +/- 5.63, N = 3SE +/- 0.41, N = 31255.042077.762113.042121.032166.812214.232245.541. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

VkResample

VkResample is a Vulkan-based image upscaling library based on VkFFT. The sample input file is upscaling a 4K image to 8K using Vulkan-based GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090612182430SE +/- 0.011, N = 5SE +/- 0.011, N = 5SE +/- 0.004, N = 5SE +/- 0.005, N = 5SE +/- 0.007, N = 5SE +/- 0.007, N = 5SE +/- 0.012, N = 523.16417.68017.57513.57811.2659.5619.3101. (CXX) g++ options: -O3

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Rainbow Colors and Prism - Acceleration: GPURTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3090RTX 3080 Ti714212835SE +/- 0.08, N = 4SE +/- 0.05, N = 5SE +/- 0.20, N = 6SE +/- 0.08, N = 5SE +/- 0.14, N = 6SE +/- 0.16, N = 6SE +/- 0.18, N = 613.6418.2820.3821.1226.6430.7831.27MIN: 12 / MAX: 14.49MIN: 16.54 / MAX: 19.47MIN: 19.05 / MAX: 21.89MIN: 19.82 / MAX: 22.81MIN: 24.31 / MAX: 29.16MIN: 28.56 / MAX: 34.37MIN: 28.18 / MAX: 33.72

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferRTX 3090RTX 3060RTX 3060 TiRTX 3080 TiRTX 3070RTX 3080RTX 3070 Ti510152025SE +/- 0.11, N = 6SE +/- 0.16, N = 4SE +/- 0.11, N = 6SE +/- 0.09, N = 4SE +/- 0.04, N = 6SE +/- 0.07, N = 4SE +/- 0.12, N = 622.2022.3322.4322.4622.5222.5322.671. (CXX) g++ options: -O3 -rdynamic -lOpenCL

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.017, N = 5SE +/- 0.009, N = 5SE +/- 0.008, N = 6SE +/- 0.017, N = 6SE +/- 0.005, N = 7SE +/- 0.007, N = 7SE +/- 0.006, N = 710.7738.6208.0817.3316.2615.8935.748

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Monte-Carlo OpenCLRTX 3060RTX 3070 TiRTX 3060 TiRTX 3070RTX 3080RTX 3080 TiRTX 3090130260390520650SE +/- 0.40, N = 6SE +/- 0.42, N = 6SE +/- 1.02, N = 6SE +/- 0.21, N = 6SE +/- 0.59, N = 6SE +/- 0.56, N = 6SE +/- 0.87, N = 6619.04472.60463.72463.70388.35323.91321.851. (CXX) g++ options: -O3 -march=native -fopenmp

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA-512RTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090600M1200M1800M2400M3000MSE +/- 493288.29, N = 6SE +/- 704114.89, N = 6SE +/- 3141169.28, N = 6SE +/- 2413906.47, N = 6SE +/- 2677156.45, N = 6SE +/- 3496823.96, N = 6SE +/- 2053885.21, N = 6993200000141143333316629833331697183333242185000027232333332874333333

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA1RTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905000M10000M15000M20000M25000MSE +/- 8981573.73, N = 6SE +/- 11825192.04, N = 6SE +/- 7193225.98, N = 6SE +/- 18212096.10, N = 6SE +/- 11254589.19, N = 6SE +/- 29607931.56, N = 6SE +/- 15969338.68, N = 67735900000109741500001294905000013217233333189782666672133978333322555433333

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD5RTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309015000M30000M45000M60000M75000MSE +/- 13467161.71, N = 6SE +/- 28489169.68, N = 7SE +/- 35442607.75, N = 6SE +/- 33659002.43, N = 6SE +/- 64657159.52, N = 6SE +/- 75640859.40, N = 6SE +/- 40483041.72, N = 624852066667352441571434134693333342528233333601651833336745588333371315400000

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30903691215SE +/- 0.020, N = 5SE +/- 0.011, N = 6SE +/- 0.007, N = 7SE +/- 0.008, N = 7SE +/- 0.006, N = 8SE +/- 0.003, N = 8SE +/- 0.019, N = 99.5326.9525.8865.8484.2693.7953.6551. (CXX) g++ options: -O2 -lOpenCL

JuliaGPU

JuliaGPU is an OpenCL benchmark with this version containing various PTS-specific enhancements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPURTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309080M160M240M320M400MSE +/- 727588.65, N = 7SE +/- 1475666.08, N = 7SE +/- 948671.39, N = 7SE +/- 1517808.00, N = 7SE +/- 1966974.36, N = 8SE +/- 1031833.35, N = 8SE +/- 974048.68, N = 8305403296.1331465943.8343766836.7346928151.5362268066.4366866427.6368101296.71. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090200K400K600K800K1000KSE +/- 2490.54, N = 7SE +/- 1561.02, N = 8SE +/- 2213.90, N = 8SE +/- 982.06, N = 8SE +/- 722.70, N = 8SE +/- 2462.70, N = 8SE +/- 2556.01, N = 7293257416300491675506188708913796275820171

Waifu2x-NCNN Vulkan

Waifu2x-NCNN is an NCNN neural network implementation of the Waifu2x converter project and accelerated using the Vulkan API. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901.13062.26123.39184.52245.653SE +/- 0.007, N = 7SE +/- 0.003, N = 8SE +/- 0.003, N = 8SE +/- 0.004, N = 8SE +/- 0.004, N = 9SE +/- 0.003, N = 9SE +/- 0.003, N = 95.0254.3244.1643.8563.4633.3943.335

cl-mem

A basic OpenCL memory benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3060RTX 3070RTX 3060 TiRTX 3070 TiRTX 3080RTX 3080 TiRTX 309080160240320400SE +/- 0.09, N = 7SE +/- 0.11, N = 8SE +/- 0.25, N = 8SE +/- 0.15, N = 9SE +/- 0.15, N = 9SE +/- 0.08, N = 9SE +/- 0.06, N = 10270.1294.8296.9337.1354.7355.0364.21. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902004006008001000SE +/- 0.05, N = 7SE +/- 0.15, N = 8SE +/- 0.12, N = 8SE +/- 0.07, N = 9SE +/- 0.12, N = 9SE +/- 0.13, N = 9SE +/- 0.15, N = 10317.8392.7392.9538.5672.6795.8817.71. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3060RTX 3070RTX 3060 TiRTX 3070 TiRTX 3080RTX 3080 TiRTX 3090160320480640800SE +/- 0.04, N = 7SE +/- 0.08, N = 8SE +/- 0.03, N = 8SE +/- 0.14, N = 9SE +/- 0.17, N = 9SE +/- 0.29, N = 9SE +/- 0.24, N = 10302.7379.7383.6513.9642.9736.9745.31. (CC) gcc options: -O2 -flto -lOpenCL

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-ZipRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090200K400K600K800K1000KSE +/- 486.77, N = 9SE +/- 923.46, N = 9SE +/- 294.39, N = 9SE +/- 1169.52, N = 9SE +/- 2098.29, N = 9SE +/- 463.08, N = 9SE +/- 480.98, N = 841133357313366463370310096384410690671123025

MandelGPU

MandelGPU is an OpenCL benchmark and this test runs with the OpenCL rendering float4 kernel with a maximum of 4096 iterations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPURTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090100M200M300M400M500MSE +/- 316579.92, N = 7SE +/- 409555.49, N = 8SE +/- 617743.30, N = 9SE +/- 303349.87, N = 9SE +/- 443784.10, N = 10SE +/- 735254.80, N = 10SE +/- 1125013.79, N = 10212133611.6285236027.4324407884.8329213346.4420816923.1449383091.8470569461.21. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Masskrug - Acceleration: OpenCLRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3090RTX 3080 Ti0.53661.07321.60982.14642.683SE +/- 0.004, N = 9SE +/- 0.006, N = 9SE +/- 0.007, N = 9SE +/- 0.006, N = 9SE +/- 0.004, N = 9SE +/- 0.004, N = 9SE +/- 0.005, N = 92.3852.3062.2942.2802.2522.2412.239

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Bus Speed ReadbackRTX 3090RTX 3080RTX 3070 TiRTX 3060 TiRTX 3070RTX 3080 TiRTX 3060612182430SE +/- 0.01, N = 11SE +/- 0.01, N = 11SE +/- 0.01, N = 11SE +/- 0.01, N = 11SE +/- 0.01, N = 11SE +/- 0.00, N = 11SE +/- 0.00, N = 1127.1127.1127.1127.1127.1127.1227.121. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Boat - Acceleration: OpenCLRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.44960.89921.34881.79842.248SE +/- 0.003, N = 10SE +/- 0.005, N = 10SE +/- 0.002, N = 10SE +/- 0.003, N = 11SE +/- 0.005, N = 11SE +/- 0.006, N = 11SE +/- 0.002, N = 101.9981.6721.5821.4341.3001.2341.206

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: GEMM SGEMM_NRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902K4K6K8K10KSE +/- 5.08, N = 9SE +/- 4.08, N = 10SE +/- 16.06, N = 10SE +/- 8.40, N = 10SE +/- 13.25, N = 11SE +/- 41.59, N = 12SE +/- 21.61, N = 122768.223435.043796.894711.356270.968056.318152.551. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Room - Acceleration: OpenCLRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30900.20250.4050.60750.811.0125SE +/- 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 = 110.9000.8130.7940.7650.7430.7270.719

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: TriadRTX 3060RTX 3070RTX 3060 TiRTX 3070 TiRTX 3080RTX 3080 TiRTX 3090612182430SE +/- 0.01, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 11SE +/- 0.00, N = 12SE +/- 0.01, N = 12SE +/- 0.00, N = 12SE +/- 0.01, N = 1224.3724.6724.7025.0725.3025.4525.481. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902004006008001000SE +/- 0.03, N = 15SE +/- 0.01, N = 13SE +/- 0.14, N = 15SE +/- 0.01, N = 13SE +/- 0.20, N = 15SE +/- 0.40, N = 13SE +/- 0.82, N = 14315.39389.10389.37529.32662.00794.04812.341. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30904K8K12K16K20KSE +/- 13.59, N = 13SE +/- 79.68, N = 15SE +/- 42.79, N = 13SE +/- 41.03, N = 13SE +/- 110.93, N = 15SE +/- 122.95, N = 12SE +/- 113.39, N = 126368.808369.3710228.6010922.6815428.9517388.0418125.521. (CXX) g++ options: -O3 -rdynamic -lOpenCL

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: ReductionRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080 TiRTX 3080RTX 309080160240320400SE +/- 0.14, N = 12SE +/- 0.46, N = 12SE +/- 0.23, N = 12SE +/- 0.20, N = 12SE +/- 0.20, N = 13SE +/- 0.10, N = 13SE +/- 0.04, N = 13306.85324.39326.23379.45382.76387.36390.921. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: FFT SPRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30905001000150020002500SE +/- 0.18, N = 12SE +/- 0.04, N = 12SE +/- 0.83, N = 13SE +/- 0.04, N = 13SE +/- 0.11, N = 13SE +/- 0.11, N = 13SE +/- 0.14, N = 13758.84961.911133.351291.181761.892014.782101.451. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309090180270360450SE +/- 0.03, N = 13SE +/- 0.04, N = 13SE +/- 0.10, N = 13SE +/- 0.13, N = 13SE +/- 0.20, N = 13SE +/- 0.11, N = 13SE +/- 0.20, N = 12172.67211.73218.09285.22338.20420.23429.761. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30901020304050SE +/- 0.01, N = 12SE +/- 0.01, N = 13SE +/- 0.01, N = 13SE +/- 0.01, N = 15SE +/- 0.03, N = 14SE +/- 0.04, N = 14SE +/- 0.05, N = 1415.1021.5325.2926.2037.5242.0544.221. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Bus Speed DownloadRTX 3060 TiRTX 3080 TiRTX 3070 TiRTX 3090RTX 3080RTX 3060RTX 3070612182430SE +/- 0.01, N = 13SE +/- 0.01, N = 13SE +/- 0.01, N = 13SE +/- 0.01, N = 13SE +/- 0.01, N = 13SE +/- 0.01, N = 13SE +/- 0.01, N = 1326.2926.2926.3026.3126.3126.3126.321. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.8.1Test: Server Rack - Acceleration: OpenCLRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080 TiRTX 3080RTX 30900.03170.06340.09510.12680.1585SE +/- 0.000, N = 13SE +/- 0.001, N = 15SE +/- 0.000, N = 13SE +/- 0.000, N = 13SE +/- 0.000, N = 13SE +/- 0.000, N = 13SE +/- 0.000, N = 130.1410.1410.1360.1330.1320.1320.130

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30908K16K24K32K40KSE +/- 9.33, N = 14SE +/- 12.46, N = 14SE +/- 13.72, N = 15SE +/- 12.39, N = 15SE +/- 78.19, N = 13SE +/- 28.97, N = 14SE +/- 38.81, N = 1412581.2116000.7920075.8221511.2529623.7833708.8535141.281. (CXX) g++ options: -O3 -rdynamic -lOpenCL

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Black-Scholes OpenCLRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 309048121620SE +/- 0.020358, N = 15SE +/- 0.010411, N = 14SE +/- 0.038011, N = 14SE +/- 0.022159, N = 15SE +/- 0.008151, N = 14SE +/- 0.060047, N = 15SE +/- 0.006061, N = 1416.22273412.87800010.4360009.7590007.2800006.5030006.1970001. (CXX) g++ options: -O3 -march=native -fopenmp

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyRTX 3080 TiRTX 3090RTX 3070RTX 3060 TiRTX 3080RTX 3070 TiRTX 30601.0712.1423.2134.2845.355SE +/- 0.01, N = 15SE +/- 0.01, N = 14SE +/- 0.01, N = 15SE +/- 0.01, N = 15SE +/- 0.01, N = 15SE +/- 0.01, N = 15SE +/- 0.01, N = 154.764.754.724.724.714.654.651. (CXX) g++ options: -O3 -rdynamic -lOpenCL

GPU Temperature Monitor

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

GPU Power Consumption Monitor

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringRTX 3080 TiRTX 3090RTX 3080RTX 3070 TiRTX 3070RTX 3060 TiRTX 306060120180240300Min: 14.36 / Avg: 192.82 / Max: 350.38Min: 6.9 / Avg: 185.89 / Max: 349.02Min: 6.09 / Avg: 166.07 / Max: 321.26Min: 13.29 / Avg: 133.59 / Max: 289.89Min: 16.13 / Avg: 98.45 / Max: 220.01Min: 9.87 / Avg: 91.95 / Max: 199.9Min: 11.81 / Avg: 72.58 / Max: 170.09

Meta Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30902K4K6K8K10K4220.875303.575793.406192.018080.768319.199095.11

79 Results Shown

SHOC Scalable HeterOgeneous Computing
LeelaChessZero
vkpeak:
  int16-vec4
  int16-scalar
  int32-vec4
  int32-scalar
  fp64-vec4
  fp64-scalar
  fp16-vec4
  fp16-scalar
  fp32-vec4
  fp32-scalar
OctaneBench
FAHBench
LuxCoreRender
Chaos Group V-RAY:
  NVIDIA RTX GPU
  NVIDIA CUDA GPU
LuxCoreRender:
  LuxCore Benchmark - GPU
  DLSC - GPU
  Orange Juice - GPU
IndigoBench:
  OpenCL GPU - Bedroom
  OpenCL GPU - Supercar
RealSR-NCNN
SmallPT GPU:
  GPU - Caustic3
  GPU - Cornell
clpeak
Rodinia
SmallPT GPU
clpeak
ViennaCL:
  OpenCL BLAS - dGEMM-TT
  OpenCL BLAS - sDOT
  OpenCL BLAS - dGEMM-TN
  OpenCL BLAS - sCOPY
  OpenCL BLAS - dGEMV-N
  OpenCL BLAS - dAXPY
  OpenCL BLAS - dGEMV-T
  OpenCL BLAS - dGEMM-NN
  OpenCL BLAS - sAXPY
  OpenCL BLAS - dGEMM-NT
  OpenCL BLAS - dDOT
  OpenCL BLAS - dCOPY
SHOC Scalable HeterOgeneous Computing
VkResample
LuxCoreRender
clpeak
RealSR-NCNN
FinanceBench
Hashcat:
  SHA-512
  SHA1
  MD5
Rodinia
JuliaGPU
Hashcat
Waifu2x-NCNN Vulkan
cl-mem:
  Copy
  Read
  Write
Hashcat
MandelGPU
Darktable
SHOC Scalable HeterOgeneous Computing
Darktable
SHOC Scalable HeterOgeneous Computing
Darktable
SHOC Scalable HeterOgeneous Computing
clpeak:
  Global Memory Bandwidth
  Integer Compute INT
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Reduction
  OpenCL - FFT SP
  OpenCL - S3D
  OpenCL - MD5 Hash
  OpenCL - Bus Speed Download
Darktable
clpeak
FinanceBench
clpeak
GPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Watts
  Performance Per Watts:
    Performance Per Watts