2307020-PTS-GPUREVIEW1

RTX 4080 16GB PNY REVIEW

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2307077-NE-2307020PT71
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BLAS (Basic Linear Algebra Sub-Routine) Tests 3 Tests
C++ Boost Tests 2 Tests
CPU Massive 4 Tests
Creator Workloads 4 Tests
HPC - High Performance Computing 7 Tests
Machine Learning 4 Tests
Multi-Core 7 Tests
NVIDIA GPU Compute 25 Tests
OpenCL 6 Tests
OpenMPI Tests 2 Tests
Renderers 3 Tests
Scientific Computing 2 Tests
Server CPU Tests 2 Tests
Vulkan Compute 6 Tests
Common Workstation Benchmarks 2 Tests

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  Test
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RTX 3090 24GB -Zotac
July 02 2023
  11 Hours, 19 Minutes
RTX 2080 Ti 22GB -Dell
July 06 2023
  9 Hours, 18 Minutes
RTX 4090 24GB -Nvidia
July 06 2023
  7 Hours, 45 Minutes
RTX 4080 16GB -Pny
July 07 2023
  8 Hours, 28 Minutes
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2307020-PTS-GPUREVIEW1OpenBenchmarking.orgPhoronix Test SuiteIntel Xeon w9-3495X @ 4.80GHz (56 Cores / 112 Threads)ASUS Pro WS W790E-SAGE SE (0506 BIOS)Intel Device 7aa78 x 32 GB DDR5-4812MT/s Hynix HMCG88AEBRA115N6401GB Micron_9300_MTFDHAL6T4TDR + 0GB Virtual HDisk0NVIDIA GeForce RTX 3090 24GBNVIDIA GeForce RTX 2080 Ti 22GBNVIDIA GeForce RTX 4090 24GBNVIDIA GeForce RTX 4080 16GBRealtek ALC1220BenQ PD2720U2 x Intel X710 for 10GBASE-TUbuntu 22.046.3.0-060300-generic (x86_64)GNOME Shell 42.5X Server 1.21.1.4NVIDIA 530.41.034.6.0OpenCL 3.0 CUDA 12.1.981.3.236GCC 11.3.0 + CUDA 12.1ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen Resolution2307020-PTS-GPUREVIEW1 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-aYxV0E/gcc-11-11.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-aYxV0E/gcc-11-11.3.0/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: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x2b000390 - RTX 3090 24GB -Zotac: BAR1 / Visible vRAM Size: 32768 MiB - vBIOS Version: 94.02.26.48.65 - RTX 2080 Ti 22GB -Dell: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.02.30.40.4d - RTX 4090 24GB -Nvidia: BAR1 / Visible vRAM Size: 32768 MiB - vBIOS Version: 95.02.20.00.03 - RTX 4080 16GB -Pny: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 95.03.0e.00.67 - RTX 3090 24GB -Zotac: GPU Compute Cores: 10496- RTX 2080 Ti 22GB -Dell: GPU Compute Cores: 4352- RTX 4090 24GB -Nvidia: GPU Compute Cores: 16384- RTX 4080 16GB -Pny: GPU Compute Cores: 9728- Python 3.10.6- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

RTX 3090 24GB -ZotacRTX 2080 Ti 22GB -DellRTX 4090 24GB -NvidiaRTX 4080 16GB -PnyResult OverviewPhoronix Test Suite100%183%267%350%434%Chaos Group V-RAYOctaneBenchHashcatclpeakFinanceBenchBlendervkpeakGROMACSIndigoBenchSHOC Scalable HeterOgeneous ComputingNCNNVkResampleRealSR-NCNNRodiniaMandelGPUNeatBenchNAMD CUDAArrayFireVkFFTWaifu2x-NCNN Vulkancl-memFAHBenchViennaCLLeelaChessZero

2307020-PTS-GPUREVIEW1hashcat: MD5hashcat: SHA1hashcat: SHA-512hashcat: 7-Ziphashcat: TrueCrypt RIPEMD160 + XTSfahbench: gromacs: NVIDIA CUDA GPU - water_GMX50_barenamd-cuda: ATPase Simulation - 327,506 Atomsoctanebench: Total Scorerodinia: OpenCL Particle Filterarrayfire: Conjugate Gradient OpenCLclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTneatbench: GPUfinancebench: Black-Scholes OpenCLlczero: OpenCLcl-mem: Readcl-mem: Writecl-mem: Copymandelgpu: GPUviennacl: OpenCL BLAS - sCOPYviennacl: OpenCL BLAS - sAXPYviennacl: OpenCL BLAS - sDOTviennacl: OpenCL BLAS - dCOPYviennacl: OpenCL BLAS - dAXPYviennacl: OpenCL BLAS - dDOTviennacl: OpenCL BLAS - dGEMV-Nviennacl: OpenCL BLAS - dGEMV-Tviennacl: OpenCL BLAS - dGEMM-NNviennacl: OpenCL BLAS - dGEMM-NTviennacl: OpenCL BLAS - dGEMM-TNviennacl: OpenCL BLAS - dGEMM-TTviennacl: CPU BLAS - sCOPYviennacl: CPU BLAS - sAXPYviennacl: CPU BLAS - sDOTviennacl: CPU BLAS - dCOPYviennacl: CPU BLAS - dAXPYviennacl: CPU BLAS - dDOTviennacl: CPU BLAS - dGEMV-Nviennacl: CPU BLAS - dGEMV-Tviennacl: CPU BLAS - dGEMM-NNviennacl: CPU BLAS - dGEMM-NTviennacl: CPU BLAS - dGEMM-TNviennacl: CPU BLAS - dGEMM-TTshoc: OpenCL - Bus Speed Downloadshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - Max SP Flopsshoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - FFT SPshoc: OpenCL - GEMM SGEMM_Nshoc: OpenCL - MD5 Hashshoc: OpenCL - Reductionshoc: OpenCL - Triadshoc: OpenCL - S3Dindigobench: OpenCL GPU - Supercarindigobench: OpenCL GPU - Bedroomv-ray: NVIDIA CUDA GPUv-ray: NVIDIA RTX GPUblender: BMW27 - NVIDIA OptiXblender: Classroom - NVIDIA OptiXblender: Fishy Cat - NVIDIA OptiXblender: Pabellon Barcelona - NVIDIA OptiXblender: Barbershop - NVIDIA OptiXcaffe: AlexNet - NVIDIA CUDA - 100caffe: AlexNet - NVIDIA CUDA - 200caffe: AlexNet - NVIDIA CUDA - 1000caffe: GoogleNet - NVIDIA CUDA - 100caffe: GoogleNet - NVIDIA CUDA - 200caffe: GoogleNet - NVIDIA CUDA - 1000vkfft: vkresample: 2x - Singlevkresample: 2x - Doublevkpeak: fp32-scalarvkpeak: fp32-vec4vkpeak: fp16-scalarvkpeak: fp16-vec4vkpeak: fp64-scalarvkpeak: fp64-vec4vkpeak: int32-scalarvkpeak: int32-vec4vkpeak: int16-scalarvkpeak: int16-vec4ncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - vision_transformerncnn: Vulkan GPU - FastestDetrealsr-ncnn: 4x - Yesrealsr-ncnn: 4x - Nowaifu2x-ncnn: 2x - 3 - YesRTX 3090 24GB -ZotacRTX 2080 Ti 22GB -DellRTX 4090 24GB -NvidiaRTX 4080 16GB -Pny637009266672063405000025952500001095950731327316.572123.7430.06742669.3710263.7681.583814.9235000.44640.1517864.5430905.79614316823.3734.3359.2568293355.53634953726007166581853715855885875841842227276483498460617274910712014114325.193026.397537738.42148.862349.397912.5941.3324392.80424.5486427.49151.70120.772205228786.1314.2510.8416.0752.28664.5971321.366584.812418.864830.5924142.8415479.359121.35320403.3526392.0920161.5940002.93645.24645.3120305.7520074.1013295.7216205.9837.9318.2518.7817.5719.1623.975.3828.444.4021.4521.316.3549.1057.2725.04324.8813.5231.1706.5093.53651503250000163009000002047183333840275580260292.694015.3770.09515349.4901854.5271.679504.6614076.71506.0111826.7620808.84013228543.8452.2318.1442866316.9306392305475518524297370459461460458175522617479231058658179742106.811914214512.853013.204616106.41147.261504.874858.1332.5181366.05812.6064270.80132.59811.15295013068.9322.6916.8927.4292.873340414.790153.14615974.2215859.1215521.1230649.13500.91503.5315963.5915752.9810270.2612975.6538.206.3518.776.117.0326.095.4928.227.0722.1321.505.8552.4861.7423.13363.756.8052.7559.2394.30715433333333349393366667629776666727469381857800423.206943.4700.048501326.2376742.0850.8803871.5679463.361391.5140697.7340902.89015097886.0785.8410.3951815274.2444568446661772719220443115012801293134018742360784946109867118877112011513714425.131126.372488606.02980.152779.4827175.993.9019967.14225.0717644.60378.44535.296426554783.707.475.738.4230.55447.341883.9534379.701660.013304.1516499.3594277.79955.92544315.3558607.4644269.7987698.391394.441396.2644276.7244062.5229507.1739280.829.214.424.974.854.396.423.955.7725.144.505.087.2835.238.995.46289.045.0820.1875.1092.4909689196666730881533333393635000017473501146560424.349232.0440.05427977.528142.6851.122611.6747802.87869.2524524.3440804.40415316623.2567.7382.0772392077.3385487417540608597224435774795831849190124227839561085678187787103.512213513725.100726.393555455.83065.761831.8616952.660.55811020.23524.7590423.57866.03026.080312640804.439.327.5910.4137.97537.4911053.885228.001649.293279.1716310.54820111.54389.23727771.8836655.6927669.3754827.66873.52873.6727758.9327595.5118441.4624616.849.364.325.024.784.376.303.895.717.904.7817.575.1635.879.135.32290.155.1824.3745.6302.761OpenBenchmarking.org

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: MD5RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac30000M60000M90000M120000M150000MSE +/- 34207656.71, N = 6SE +/- 243127767.05, N = 6SE +/- 232076903.56, N = 6SE +/- 474267340.07, N = 15968919666671543333333335150325000063700926667
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD5RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac30000M60000M90000M120000M150000MMin: 96794200000 / Avg: 96891966666.67 / Max: 96995100000Min: 153400000000 / Avg: 154333333333.33 / Max: 154900000000Min: 51058400000 / Avg: 51503250000 / Max: 52492500000Min: 57828700000 / Avg: 63700926666.67 / Max: 64831500000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA1RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac11000M22000M33000M44000M55000MSE +/- 19028429.02, N = 6SE +/- 18148896.51, N = 6SE +/- 39682498.24, N = 6SE +/- 15661518.66, N = 630881533333493933666671630090000020634050000
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA1RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac9000M18000M27000M36000M45000MMin: 30793800000 / Avg: 30881533333.33 / Max: 30910600000Min: 49333100000 / Avg: 49393366666.67 / Max: 49453300000Min: 16215500000 / Avg: 16300900000 / Max: 16474700000Min: 20588800000 / Avg: 20634050000 / Max: 20688200000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA-512RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac1300M2600M3900M5200M6500MSE +/- 1634982.16, N = 6SE +/- 2101057.93, N = 6SE +/- 6223365.47, N = 6SE +/- 2013247.79, N = 63936350000629776666720471833332595250000
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA-512RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac1100M2200M3300M4400M5500MMin: 3931200000 / Avg: 3936350000 / Max: 3942900000Min: 6288500000 / Avg: 6297766666.67 / Max: 6301700000Min: 2031700000 / Avg: 2047183333.33 / Max: 2075100000Min: 2589900000 / Avg: 2595250000 / Max: 2601800000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-ZipRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac600K1200K1800K2400K3000KSE +/- 1869.68, N = 8SE +/- 1870.54, N = 8SE +/- 1608.10, N = 8SE +/- 1997.77, N = 8174735027469388402751095950
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-ZipRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac500K1000K1500K2000K2500KMin: 1737000 / Avg: 1747350 / Max: 1752500Min: 2737500 / Avg: 2746937.5 / Max: 2752400Min: 834100 / Avg: 840275 / Max: 844700Min: 1087000 / Avg: 1095950 / Max: 1102600

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac400K800K1200K1600K2000KSE +/- 8051.58, N = 15SE +/- 13557.46, N = 7SE +/- 4392.30, N = 10SE +/- 5945.49, N = 1511465601857800580260731327
OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac300K600K900K1200K1500KMin: 1111400 / Avg: 1146560 / Max: 1182700Min: 1784800 / Avg: 1857800 / Max: 1882900Min: 550300 / Avg: 580260 / Max: 594700Min: 702200 / Avg: 731326.67 / Max: 766000

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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac90180270360450SE +/- 0.63, N = 3SE +/- 0.24, N = 3SE +/- 0.79, N = 3SE +/- 0.41, N = 3424.35423.21292.69316.57
OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac80160240320400Min: 423.28 / Avg: 424.35 / Max: 425.46Min: 422.87 / Avg: 423.21 / Max: 423.66Min: 291.19 / Avg: 292.69 / Max: 293.84Min: 315.97 / Avg: 316.57 / Max: 317.35

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2023Implementation: NVIDIA CUDA GPU - Input: water_GMX50_bareRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac1020304050SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 332.0443.4715.3823.741. (CXX) g++ options: -O3
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2023Implementation: NVIDIA CUDA GPU - Input: water_GMX50_bareRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac918273645Min: 32.01 / Avg: 32.04 / Max: 32.09Min: 43.45 / Avg: 43.47 / Max: 43.5Min: 15.37 / Avg: 15.38 / Max: 15.39Min: 23.65 / Avg: 23.74 / Max: 23.811. (CXX) g++ options: -O3

NAMD CUDA

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. This version of the NAMD test profile uses CUDA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac0.02140.04280.06420.08560.107SE +/- 0.00113, N = 15SE +/- 0.00119, N = 15SE +/- 0.00074, N = 15SE +/- 0.00094, N = 30.054270.048500.095150.06742
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac12345Min: 0.05 / Avg: 0.05 / Max: 0.06Min: 0.05 / Avg: 0.05 / Max: 0.06Min: 0.09 / Avg: 0.1 / Max: 0.1Min: 0.07 / Avg: 0.07 / Max: 0.07

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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac30060090012001500977.531326.24349.49669.37

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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac1.01862.03723.05584.07445.093SE +/- 0.005, N = 10SE +/- 0.080, N = 3SE +/- 0.031, N = 8SE +/- 0.029, N = 102.6852.0854.5273.7681. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac246810Min: 2.66 / Avg: 2.69 / Max: 2.72Min: 2 / Avg: 2.09 / Max: 2.25Min: 4.46 / Avg: 4.53 / Max: 4.74Min: 3.7 / Avg: 3.77 / Max: 4.011. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl

ArrayFire

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac0.37780.75561.13341.51121.889SE +/- 0.0013, N = 10SE +/- 0.0014, N = 9SE +/- 0.0055, N = 9SE +/- 0.0020, N = 91.12200.88031.67901.58301. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac246810Min: 1.12 / Avg: 1.12 / Max: 1.13Min: 0.87 / Avg: 0.88 / Max: 0.89Min: 1.66 / Avg: 1.68 / Max: 1.71Min: 1.58 / Avg: 1.58 / Max: 1.591. (CXX) g++ options: -rdynamic

clpeak

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

OpenBenchmarking.orgGBPS, More Is Betterclpeak 1.1.2OpenCL Test: Global Memory BandwidthRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000SE +/- 0.17, N = 10SE +/- 0.04, N = 10SE +/- 0.36, N = 9SE +/- 0.01, N = 10611.67871.56504.66814.921. (CXX) g++ options: -O3
OpenBenchmarking.orgGBPS, More Is Betterclpeak 1.1.2OpenCL Test: Global Memory BandwidthRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac150300450600750Min: 610.18 / Avg: 611.67 / Max: 611.89Min: 871.27 / Avg: 871.56 / Max: 871.67Min: 502.35 / Avg: 504.66 / Max: 505.53Min: 814.88 / Avg: 814.92 / Max: 814.951. (CXX) g++ options: -O3

OpenBenchmarking.orgGFLOPS, More Is Betterclpeak 1.1.2OpenCL Test: Single-Precision FloatRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac20K40K60K80K100KSE +/- 50.90, N = 14SE +/- 103.68, N = 14SE +/- 80.60, N = 11SE +/- 10.34, N = 1547802.8779463.3614076.7135000.441. (CXX) g++ options: -O3
OpenBenchmarking.orgGFLOPS, More Is Betterclpeak 1.1.2OpenCL Test: Single-Precision FloatRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac14K28K42K56K70KMin: 47474.31 / Avg: 47802.87 / Max: 47919.43Min: 78695.43 / Avg: 79463.36 / Max: 79709.41Min: 13574.87 / Avg: 14076.71 / Max: 14357.38Min: 34873.95 / Avg: 35000.44 / Max: 35050.961. (CXX) g++ options: -O3

OpenBenchmarking.orgGFLOPS, More Is Betterclpeak 1.1.2OpenCL Test: Double-Precision DoubleRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac30060090012001500SE +/- 1.29, N = 6SE +/- 1.85, N = 6SE +/- 1.50, N = 4SE +/- 0.46, N = 5869.251391.51506.01640.151. (CXX) g++ options: -O3
OpenBenchmarking.orgGFLOPS, More Is Betterclpeak 1.1.2OpenCL Test: Double-Precision DoubleRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000Min: 864.96 / Avg: 869.25 / Max: 873.62Min: 1385.74 / Avg: 1391.51 / Max: 1396.76Min: 502.28 / Avg: 506.01 / Max: 508.86Min: 639.27 / Avg: 640.15 / Max: 641.821. (CXX) g++ options: -O3

OpenBenchmarking.orgGIOPS, More Is Betterclpeak 1.1.2OpenCL Test: Integer Compute INTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac9K18K27K36K45KSE +/- 20.64, N = 14SE +/- 49.03, N = 14SE +/- 86.60, N = 15SE +/- 36.29, N = 1524524.3440697.7311826.7617864.541. (CXX) g++ options: -O3
OpenBenchmarking.orgGIOPS, More Is Betterclpeak 1.1.2OpenCL Test: Integer Compute INTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac7K14K21K28K35KMin: 24302.21 / Avg: 24524.34 / Max: 24558.67Min: 40335.04 / Avg: 40697.73 / Max: 40806.07Min: 11522.47 / Avg: 11826.76 / Max: 12534.81Min: 17400.56 / Avg: 17864.54 / Max: 17944.21. (CXX) g++ options: -O3

NeatBench

NeatBench is a benchmark of the cross-platform Neat Video software on the CPU and optional GPU (OpenCL / CUDA) support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: GPURTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac9001800270036004500SE +/- 0.00, N = 14SE +/- 0.00, N = 14SE +/- 0.00, N = 13SE +/- 0.00, N = 134080409020803090
OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: GPURTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac7001400210028003500Min: 4080 / Avg: 4080 / Max: 4080Min: 4090 / Avg: 4090 / Max: 4090Min: 2080 / Avg: 2080 / Max: 2080Min: 3090 / Avg: 3090 / Max: 3090

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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac246810SE +/- 0.013, N = 15SE +/- 0.005, N = 15SE +/- 0.110, N = 15SE +/- 0.002, N = 144.4042.8908.8405.7961. (CXX) g++ options: -O3 -march=native -fopenmp
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Black-Scholes OpenCLRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac3691215Min: 4.38 / Avg: 4.4 / Max: 4.59Min: 2.88 / Avg: 2.89 / Max: 2.96Min: 8.51 / Avg: 8.84 / Max: 10.2Min: 5.79 / Avg: 5.8 / Max: 5.811. (CXX) g++ options: -O3 -march=native -fopenmp

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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac3K6K9K12K15KSE +/- 126.87, N = 3SE +/- 198.64, N = 3SE +/- 135.58, N = 4SE +/- 52.37, N = 3153161509713228143161. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: OpenCLRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac3K6K9K12K15KMin: 15084 / Avg: 15316 / Max: 15521Min: 14710 / Avg: 15096.67 / Max: 15369Min: 12846 / Avg: 13227.5 / Max: 13448Min: 14248 / Avg: 14316 / Max: 144191. (CXX) g++ options: -flto -pthread

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: ReadRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000SE +/- 0.71, N = 9SE +/- 0.31, N = 10SE +/- 0.15, N = 8SE +/- 0.81, N = 9623.2886.0543.8823.31. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac160320480640800Min: 617.6 / Avg: 623.21 / Max: 624.3Min: 883.5 / Avg: 885.99 / Max: 887.4Min: 543.3 / Avg: 543.79 / Max: 544.4Min: 819.6 / Avg: 823.33 / Max: 825.11. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000SE +/- 0.54, N = 9SE +/- 0.36, N = 10SE +/- 0.85, N = 8SE +/- 0.49, N = 10567.7785.8452.2734.31. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac140280420560700Min: 566.4 / Avg: 567.74 / Max: 571.5Min: 784.3 / Avg: 785.75 / Max: 788Min: 449.4 / Avg: 452.23 / Max: 456.4Min: 730.1 / Avg: 734.32 / Max: 735.71. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac90180270360450SE +/- 0.03, N = 9SE +/- 0.05, N = 10SE +/- 0.27, N = 8SE +/- 0.21, N = 10382.0410.3318.1359.21. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac70140210280350Min: 381.9 / Avg: 382.04 / Max: 382.2Min: 410 / Avg: 410.31 / Max: 410.5Min: 317.2 / Avg: 318.09 / Max: 319Min: 358.4 / Avg: 359.22 / Max: 360.31. (CC) gcc options: -O2 -flto -lOpenCL

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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac200M400M600M800M1000MSE +/- 1340958.21, N = 12SE +/- 3825360.26, N = 12SE +/- 1540493.49, N = 10SE +/- 959338.71, N = 11772392077.3951815274.2442866316.9568293355.51. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPURTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac160M320M480M640M800MMin: 759995838.3 / Avg: 772392077.27 / Max: 778372516.8Min: 919190495.8 / Avg: 951815274.2 / Max: 966366353.1Min: 433765928.8 / Avg: 442866316.9 / Max: 448235681.6Min: 562888522.9 / Avg: 568293355.45 / Max: 5753166991. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

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.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sCOPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac100200300400500SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 1.73, N = 3SE +/- 1.20, N = 33854443063631. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sCOPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac80160240320400Min: 384 / Avg: 384.67 / Max: 385Min: 442 / Avg: 443.67 / Max: 445Min: 303 / Avg: 306 / Max: 309Min: 361 / Avg: 363.33 / Max: 3651. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sAXPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac120240360480600SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 34875683924951. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sAXPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac100200300400500Min: 486 / Avg: 486.67 / Max: 487Min: 568 / Avg: 568 / Max: 568Min: 392 / Avg: 392.33 / Max: 393Min: 494 / Avg: 495.33 / Max: 4961. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sDOTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac100200300400500SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 34174463053721. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sDOTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac80160240320400Min: 416 / Avg: 416.67 / Max: 417Min: 445 / Avg: 445.67 / Max: 446Min: 305 / Avg: 305.33 / Max: 306Min: 372 / Avg: 372.33 / Max: 3731. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac140280420560700SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.20, N = 35406614756001. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac120240360480600Min: 540 / Avg: 540.33 / Max: 541Min: 660 / Avg: 660.67 / Max: 661Min: 474 / Avg: 474.67 / Max: 475Min: 598 / Avg: 600.33 / Max: 6021. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dAXPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac170340510680850SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 36087725187161. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dAXPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac140280420560700Min: 607 / Avg: 607.67 / Max: 608Min: 772 / Avg: 772.33 / Max: 773Min: 518 / Avg: 518.33 / Max: 519Min: 715 / Avg: 716 / Max: 7181. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac160320480640800SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 35977195246581. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac130260390520650Min: 597 / Avg: 597.33 / Max: 598Min: 718 / Avg: 718.67 / Max: 720Min: 524 / Avg: 524.33 / Max: 525Min: 658 / Avg: 658.33 / Max: 6591. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-NRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac60120180240300SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 32242202971851. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-NRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac50100150200250Min: 224 / Avg: 224 / Max: 224Min: 220 / Avg: 220 / Max: 220Min: 296 / Avg: 296.67 / Max: 297Min: 185 / Avg: 185.33 / Max: 1861. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-TRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac100200300400500SE +/- 0.67, N = 3SE +/- 0.00, N = 2SE +/- 0.58, N = 3SE +/- 0.58, N = 34354433703711. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-TRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac80160240320400Min: 434 / Avg: 435.33 / Max: 436Min: 443 / Avg: 443 / Max: 443Min: 369 / Avg: 370 / Max: 371Min: 370 / Avg: 371 / Max: 3721. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NNRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000SE +/- 0.88, N = 3SE +/- 0.00, N = 3SE +/- 0.88, N = 3SE +/- 1.67, N = 377411504595851. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NNRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000Min: 773 / Avg: 774.33 / Max: 776Min: 1150 / Avg: 1150 / Max: 1150Min: 457 / Avg: 458.67 / Max: 460Min: 582 / Avg: 585.33 / Max: 5871. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac30060090012001500SE +/- 1.00, N = 3SE +/- 0.00, N = 3SE +/- 0.58, N = 3SE +/- 1.67, N = 379512804615881. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000Min: 794 / Avg: 795 / Max: 797Min: 1280 / Avg: 1280 / Max: 1280Min: 460 / Avg: 461 / Max: 462Min: 586 / Avg: 587.67 / Max: 5911. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TNRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac30060090012001500SE +/- 0.67, N = 3SE +/- 3.33, N = 3SE +/- 0.50, N = 2SE +/- 1.67, N = 383112934605871. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TNRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000Min: 830 / Avg: 831.33 / Max: 832Min: 1290 / Avg: 1293.33 / Max: 1300Min: 459 / Avg: 459.5 / Max: 460Min: 585 / Avg: 586.67 / Max: 5901. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac30060090012001500SE +/- 1.20, N = 3SE +/- 0.00, N = 3SE +/- 1.45, N = 384913404585841. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000Min: 847 / Avg: 848.67 / Max: 851Min: 1340 / Avg: 1340 / Max: 1340Min: 581 / Avg: 583.67 / Max: 5861. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sCOPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac400800120016002000SE +/- 13.45, N = 12SE +/- 19.65, N = 5SE +/- 17.80, N = 15SE +/- 12.27, N = 1519011874175518421. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sCOPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac30060090012001500Min: 1800 / Avg: 1900.83 / Max: 1960Min: 1810 / Avg: 1874 / Max: 1920Min: 1650 / Avg: 1755.33 / Max: 1910Min: 1800 / Avg: 1842 / Max: 20001. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sAXPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac5001000150020002500SE +/- 31.16, N = 12SE +/- 13.04, N = 5SE +/- 16.08, N = 15SE +/- 18.29, N = 1524222360226122721. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sAXPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac400800120016002000Min: 2280 / Avg: 2421.67 / Max: 2580Min: 2310 / Avg: 2360 / Max: 2380Min: 2190 / Avg: 2260.67 / Max: 2430Min: 2150 / Avg: 2272 / Max: 24501. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sDOTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000SE +/- 5.06, N = 12SE +/- 7.38, N = 5SE +/- 4.44, N = 15SE +/- 6.38, N = 157837847477641. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sDOTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac140280420560700Min: 731 / Avg: 783 / Max: 799Min: 767 / Avg: 783.6 / Max: 811Min: 728 / Avg: 747.4 / Max: 786Min: 733 / Avg: 763.6 / Max: 7981. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dCOPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000SE +/- 9.35, N = 12SE +/- 11.59, N = 5SE +/- 8.86, N = 15SE +/- 7.74, N = 159569469238341. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dCOPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000Min: 926 / Avg: 955.67 / Max: 1020Min: 913 / Avg: 946.4 / Max: 984Min: 879 / Avg: 923.33 / Max: 990Min: 804 / Avg: 833.67 / Max: 9091. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dAXPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000SE +/- 7.44, N = 12SE +/- 22.23, N = 5SE +/- 5.45, N = 15SE +/- 6.89, N = 151085109810589841. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dAXPYRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000Min: 1050 / Avg: 1085 / Max: 1130Min: 1060 / Avg: 1098 / Max: 1180Min: 1030 / Avg: 1058 / Max: 1100Min: 959 / Avg: 983.8 / Max: 10601. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dDOTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac150300450600750SE +/- 8.14, N = 12SE +/- 6.71, N = 5SE +/- 4.70, N = 15SE +/- 1.68, N = 156786716586061. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dDOTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac120240360480600Min: 660 / Avg: 677.92 / Max: 765Min: 655 / Avg: 670.8 / Max: 695Min: 631 / Avg: 658.27 / Max: 692Min: 589 / Avg: 605.93 / Max: 6131. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-NRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac4080120160200SE +/- 0.91, N = 12SE +/- 1.74, N = 5SE +/- 1.84, N = 15SE +/- 8.48, N = 151871881791721. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-NRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac306090120150Min: 181 / Avg: 186.75 / Max: 193Min: 184 / Avg: 188.2 / Max: 194Min: 159 / Avg: 178.67 / Max: 192Min: 55 / Avg: 171.87 / Max: 1971. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-TRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000SE +/- 7.65, N = 12SE +/- 2.58, N = 5SE +/- 6.17, N = 14SE +/- 4.88, N = 157877717427491. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-TRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac140280420560700Min: 761 / Avg: 786.75 / Max: 838Min: 763 / Avg: 771.4 / Max: 777Min: 723 / Avg: 741.5 / Max: 807Min: 727 / Avg: 748.6 / Max: 7941. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NNRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac306090120150SE +/- 1.29, N = 12SE +/- 10.59, N = 5SE +/- 1.59, N = 15SE +/- 1.05, N = 15103.5120.0106.8107.01. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NNRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac20406080100Min: 98 / Avg: 103.52 / Max: 110Min: 106 / Avg: 120 / Max: 162Min: 98.8 / Avg: 106.78 / Max: 117Min: 101 / Avg: 106.93 / Max: 1141. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac306090120150SE +/- 4.18, N = 12SE +/- 0.48, N = 4SE +/- 2.19, N = 15SE +/- 4.37, N = 151221151191201. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac20406080100Min: 108 / Avg: 121.75 / Max: 162Min: 114 / Avg: 115.25 / Max: 116Min: 112 / Avg: 119.13 / Max: 136Min: 105 / Avg: 120 / Max: 1561. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TNRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac306090120150SE +/- 4.72, N = 12SE +/- 9.50, N = 5SE +/- 4.47, N = 15SE +/- 5.51, N = 151351371421411. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TNRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac306090120150Min: 122 / Avg: 135 / Max: 174Min: 121 / Avg: 136.8 / Max: 174Min: 121 / Avg: 142.47 / Max: 175Min: 118 / Avg: 141 / Max: 1731. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac306090120150SE +/- 6.46, N = 11SE +/- 9.73, N = 5SE +/- 4.93, N = 15SE +/- 5.83, N = 151371441451431. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TTRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac306090120150Min: 119 / Avg: 137 / Max: 172Min: 123 / Avg: 144.2 / Max: 171Min: 119 / Avg: 144.73 / Max: 171Min: 115 / Avg: 143.47 / Max: 1681. (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: Bus Speed DownloadRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac612182430SE +/- 0.02, N = 13SE +/- 0.02, N = 13SE +/- 0.00, N = 12SE +/- 0.02, N = 1325.1025.1312.8525.191. (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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac612182430Min: 25.03 / Avg: 25.1 / Max: 25.21Min: 25.03 / Avg: 25.13 / Max: 25.22Min: 12.84 / Avg: 12.85 / Max: 12.87Min: 25.11 / Avg: 25.19 / Max: 25.271. (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 ReadbackRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac612182430SE +/- 0.00, N = 14SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.00, N = 1326.3926.3713.2026.401. (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 ReadbackRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac612182430Min: 26.39 / Avg: 26.39 / Max: 26.4Min: 26.37 / Avg: 26.37 / Max: 26.38Min: 13.2 / Avg: 13.2 / Max: 13.2Min: 26.4 / Avg: 26.4 / Max: 26.41. (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: Max SP FlopsRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac20K40K60K80K100KSE +/- 73.47, N = 3SE +/- 19.25, N = 3SE +/- 102.77, N = 3SE +/- 292.47, N = 355455.888606.016106.437738.41. (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: Max SP FlopsRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac15K30K45K60K75KMin: 55361.4 / Avg: 55455.77 / Max: 55600.5Min: 88570.6 / Avg: 88606.03 / Max: 88636.8Min: 15983.5 / Avg: 16106.37 / Max: 16310.5Min: 37374.2 / Avg: 37738.4 / Max: 38316.91. (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: Texture Read BandwidthRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac7001400210028003500SE +/- 2.39, N = 7SE +/- 0.95, N = 6SE +/- 0.54, N = 3SE +/- 0.38, N = 33065.762980.151147.262148.861. (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: Texture Read BandwidthRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac5001000150020002500Min: 3055.67 / Avg: 3065.76 / Max: 3076.43Min: 2977.32 / Avg: 2980.15 / Max: 2983.15Min: 1146.24 / Avg: 1147.26 / Max: 1148.09Min: 2148.29 / Avg: 2148.86 / Max: 2149.581. (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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac6001200180024003000SE +/- 2.58, N = 12SE +/- 1.36, N = 12SE +/- 0.70, N = 11SE +/- 0.59, N = 121831.862779.481504.872349.391. (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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac5001000150020002500Min: 1817.43 / Avg: 1831.86 / Max: 1845Min: 2769.78 / Avg: 2779.48 / Max: 2785.64Min: 1501.88 / Avg: 1504.87 / Max: 1509.32Min: 2345.34 / Avg: 2349.39 / Max: 2352.711. (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: GEMM SGEMM_NRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac6K12K18K24K30KSE +/- 224.54, N = 15SE +/- 164.66, N = 13SE +/- 33.05, N = 10SE +/- 16.79, N = 1116952.6027175.904858.137912.591. (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: GEMM SGEMM_NRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac5K10K15K20K25KMin: 16160.5 / Avg: 16952.57 / Max: 17860.5Min: 26678 / Avg: 27175.88 / Max: 27932.6Min: 4783.89 / Avg: 4858.13 / Max: 5089.71Min: 7828.3 / Avg: 7912.59 / Max: 8008.461. (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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac20406080100SE +/- 0.65, N = 15SE +/- 0.95, N = 15SE +/- 0.06, N = 14SE +/- 0.05, N = 1460.5693.9032.5241.331. (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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac20406080100Min: 54.7 / Avg: 60.56 / Max: 61.89Min: 90.87 / Avg: 93.9 / Max: 98.56Min: 32.09 / Avg: 32.52 / Max: 32.98Min: 40.99 / Avg: 41.33 / Max: 41.721. (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: ReductionRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000SE +/- 13.90, N = 15SE +/- 9.75, N = 15SE +/- 0.06, N = 12SE +/- 0.11, N = 131020.24967.14366.06392.801. (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: ReductionRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000Min: 939.68 / Avg: 1020.23 / Max: 1057.04Min: 922.16 / Avg: 967.14 / Max: 999.14Min: 365.65 / Avg: 366.06 / Max: 366.32Min: 392.29 / Avg: 392.8 / Max: 393.741. (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: TriadRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac612182430SE +/- 0.01, N = 12SE +/- 0.01, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1224.7625.0712.6124.551. (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: TriadRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac612182430Min: 24.69 / Avg: 24.76 / Max: 24.8Min: 24.98 / Avg: 25.07 / Max: 25.1Min: 12.59 / Avg: 12.61 / Max: 12.62Min: 24.53 / Avg: 24.55 / Max: 24.581. (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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac140280420560700SE +/- 0.38, N = 13SE +/- 0.22, N = 12SE +/- 0.15, N = 12SE +/- 0.35, N = 12423.58644.60270.80427.491. (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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac110220330440550Min: 421.55 / Avg: 423.58 / Max: 425.08Min: 643.24 / Avg: 644.6 / Max: 645.96Min: 269.87 / Avg: 270.8 / Max: 272.06Min: 425.04 / Avg: 427.49 / Max: 429.271. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

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: SupercarRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac20406080100SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 366.0378.4532.6051.70
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac1530456075Min: 65.89 / Avg: 66.03 / Max: 66.12Min: 78.43 / Avg: 78.45 / Max: 78.46Min: 32.54 / Avg: 32.6 / Max: 32.69Min: 51.68 / Avg: 51.7 / Max: 51.75

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac816243240SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 326.0835.3011.1520.77
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac816243240Min: 26.06 / Avg: 26.08 / Max: 26.11Min: 35.26 / Avg: 35.3 / Max: 35.37Min: 11.15 / Avg: 11.15 / Max: 11.16Min: 20.76 / Avg: 20.77 / Max: 20.79

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.orgvpaths, More Is BetterChaos Group V-RAY 5.02Mode: NVIDIA CUDA GPURTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac9001800270036004500SE +/- 2.73, N = 3SE +/- 2.33, N = 3SE +/- 0.67, N = 3SE +/- 2.85, N = 3312642659502052
OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5.02Mode: NVIDIA CUDA GPURTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac7001400210028003500Min: 3121 / Avg: 3126.33 / Max: 3130Min: 4261 / Avg: 4265.33 / Max: 4269Min: 949 / Avg: 950.33 / Max: 951Min: 2046 / Avg: 2051.67 / Max: 2055

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5.02Mode: NVIDIA RTX GPURTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac12002400360048006000SE +/- 30.20, N = 3SE +/- 63.00, N = 3SE +/- 10.17, N = 3SE +/- 18.12, N = 34080547813062878
OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5.02Mode: NVIDIA RTX GPURTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac10002000300040005000Min: 4020 / Avg: 4080.33 / Max: 4113Min: 5359 / Avg: 5478.33 / Max: 5573Min: 1290 / Avg: 1306.33 / Max: 1325Min: 2843 / Avg: 2878.33 / Max: 2903

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: BMW27 - Compute: NVIDIA OptiXRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac246810SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.06, N = 154.433.708.936.13
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: BMW27 - Compute: NVIDIA OptiXRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac3691215Min: 4.35 / Avg: 4.43 / Max: 5.32Min: 3.61 / Avg: 3.7 / Max: 4.6Min: 8.85 / Avg: 8.93 / Max: 9.78Min: 6.05 / Avg: 6.13 / Max: 7.03

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Classroom - Compute: NVIDIA OptiXRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac510152025SE +/- 0.02, N = 5SE +/- 0.01, N = 6SE +/- 0.03, N = 3SE +/- 0.01, N = 49.327.4722.6914.25
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Classroom - Compute: NVIDIA OptiXRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac510152025Min: 9.26 / Avg: 9.32 / Max: 9.4Min: 7.43 / Avg: 7.47 / Max: 7.51Min: 22.65 / Avg: 22.69 / Max: 22.75Min: 14.22 / Avg: 14.25 / Max: 14.28

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac48121620SE +/- 0.07, N = 15SE +/- 0.07, N = 15SE +/- 0.21, N = 4SE +/- 0.07, N = 157.595.7316.8910.84
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac48121620Min: 7.49 / Avg: 7.59 / Max: 8.52Min: 5.63 / Avg: 5.73 / Max: 6.67Min: 16.66 / Avg: 16.89 / Max: 17.52Min: 10.75 / Avg: 10.84 / Max: 11.82

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac612182430SE +/- 0.01, N = 5SE +/- 0.02, N = 5SE +/- 0.04, N = 3SE +/- 0.01, N = 310.418.4227.4216.07
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac612182430Min: 10.39 / Avg: 10.41 / Max: 10.42Min: 8.37 / Avg: 8.42 / Max: 8.47Min: 27.38 / Avg: 27.42 / Max: 27.49Min: 16.05 / Avg: 16.07 / Max: 16.09

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Barbershop - Compute: NVIDIA OptiXRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac20406080100SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 337.9730.5592.8752.28
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Barbershop - Compute: NVIDIA OptiXRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac20406080100Min: 37.89 / Avg: 37.97 / Max: 38.1Min: 30.33 / Avg: 30.55 / Max: 30.78Min: 92.73 / Avg: 92.87 / Max: 93.03Min: 52.26 / Avg: 52.28 / Max: 52.31

Caffe

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model and execution on both CPUs and NVIDIA GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 100RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 3090 24GB -Zotac140280420560700SE +/- 1.06, N = 11SE +/- 1.11, N = 11SE +/- 1.37, N = 11537.49447.34664.601. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 100RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 3090 24GB -Zotac120240360480600Min: 532.93 / Avg: 537.49 / Max: 542Min: 440.34 / Avg: 447.34 / Max: 451.04Min: 658.38 / Avg: 664.6 / Max: 671.941. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 100

RTX 2080 Ti 22GB -Dell: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: @ 0x7f50d65e678f google::LogMessageFatal::~LogMessageFatal()

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 200RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 3090 24GB -Zotac30060090012001500SE +/- 1.43, N = 10SE +/- 0.87, N = 11SE +/- 1.00, N = 101053.88883.951321.361. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 200RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 3090 24GB -Zotac2004006008001000Min: 1048.25 / Avg: 1053.88 / Max: 1062.03Min: 878.89 / Avg: 883.95 / Max: 888.12Min: 1313.3 / Avg: 1321.36 / Max: 1323.941. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 200

RTX 2080 Ti 22GB -Dell: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: @ 0x7efdd9bea78f google::LogMessageFatal::~LogMessageFatal()

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 3090 24GB -Zotac14002800420056007000SE +/- 3.07, N = 6SE +/- 2.74, N = 7SE +/- 2.76, N = 65228.004379.706584.811. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 3090 24GB -Zotac11002200330044005500Min: 5220.71 / Avg: 5228 / Max: 5240.84Min: 4368.12 / Avg: 4379.7 / Max: 4387.53Min: 6575.72 / Avg: 6584.81 / Max: 6593.171. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000

RTX 2080 Ti 22GB -Dell: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: @ 0x7f3f7313f78f google::LogMessageFatal::~LogMessageFatal()

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 100RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 3090 24GB -Zotac5001000150020002500SE +/- 2.33, N = 10SE +/- 1.34, N = 10SE +/- 1.69, N = 91649.291660.012418.861. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 100RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 3090 24GB -Zotac400800120016002000Min: 1636.49 / Avg: 1649.29 / Max: 1659.08Min: 1655.07 / Avg: 1660.01 / Max: 1667.29Min: 2410.23 / Avg: 2418.86 / Max: 2426.921. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 100

RTX 2080 Ti 22GB -Dell: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: @ 0x7f4bd97dc78f google::LogMessageFatal::~LogMessageFatal()

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 200RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 3090 24GB -Zotac10002000300040005000SE +/- 3.25, N = 8SE +/- 3.64, N = 8SE +/- 2.81, N = 73279.173304.154830.591. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 200RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 3090 24GB -Zotac8001600240032004000Min: 3266.13 / Avg: 3279.17 / Max: 3290.8Min: 3294.38 / Avg: 3304.15 / Max: 3320.68Min: 4816.22 / Avg: 4830.59 / Max: 4838.061. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 200

RTX 2080 Ti 22GB -Dell: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: @ 0x7f1cb2fce78f google::LogMessageFatal::~LogMessageFatal()

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 3090 24GB -Zotac5K10K15K20K25KSE +/- 18.97, N = 3SE +/- 24.30, N = 3SE +/- 30.41, N = 316310.516499.324142.81. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 3090 24GB -Zotac4K8K12K16K20KMin: 16287.9 / Avg: 16310.5 / Max: 16348.2Min: 16451.5 / Avg: 16499.33 / Max: 16530.7Min: 24105.8 / Avg: 24142.8 / Max: 24203.11. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000

RTX 2080 Ti 22GB -Dell: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: @ 0x7f92f815c78f google::LogMessageFatal::~LogMessageFatal()

VkFFT

VkFFT is a Fast Fourier Transform (FFT) Library that is GPU accelerated by means of the Vulkan API. The VkFFT benchmark runs FFT performance differences of many different sizes before returning an overall benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac13K26K39K52K65KSE +/- 213.00, N = 3SE +/- 72.97, N = 3SE +/- 163.05, N = 3SE +/- 475.08, N = 9482015942733404415471. (CXX) g++ options: -O3
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac10K20K30K40K50KMin: 47987 / Avg: 48201 / Max: 48627Min: 59295 / Avg: 59426.67 / Max: 59547Min: 33164 / Avg: 33403.67 / Max: 33715Min: 39801 / Avg: 41546.89 / Max: 444831. (CXX) g++ options: -O3

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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac48121620SE +/- 0.003, N = 5SE +/- 0.003, N = 5SE +/- 0.023, N = 5SE +/- 0.008, N = 511.5437.79914.7909.3591. (CXX) g++ options: -O3
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac48121620Min: 11.54 / Avg: 11.54 / Max: 11.55Min: 7.79 / Avg: 7.8 / Max: 7.81Min: 14.73 / Avg: 14.79 / Max: 14.85Min: 9.34 / Avg: 9.36 / Max: 9.381. (CXX) g++ options: -O3

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac306090120150SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.06, N = 389.2455.93153.15121.351. (CXX) g++ options: -O3
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac306090120150Min: 89.13 / Avg: 89.24 / Max: 89.32Min: 55.84 / Avg: 55.93 / Max: 56.03Min: 152.62 / Avg: 153.15 / Max: 153.41Min: 121.24 / Avg: 121.35 / Max: 121.441. (CXX) g++ options: -O3

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.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac9K18K27K36K45KSE +/- 35.38, N = 3SE +/- 10.09, N = 3SE +/- 136.44, N = 3SE +/- 34.37, N = 327771.8844315.3515974.2220403.35
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac8K16K24K32K40KMin: 27701.33 / Avg: 27771.88 / Max: 27811.8Min: 44303.49 / Avg: 44315.35 / Max: 44335.43Min: 15772.59 / Avg: 15974.22 / Max: 16234.26Min: 20355.27 / Avg: 20403.35 / Max: 20469.93

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac13K26K39K52K65KSE +/- 13.71, N = 3SE +/- 13.83, N = 3SE +/- 77.45, N = 3SE +/- 43.15, N = 336655.6958607.4615859.1226392.09
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac10K20K30K40K50KMin: 36638.97 / Avg: 36655.69 / Max: 36682.87Min: 58587.41 / Avg: 58607.46 / Max: 58633.99Min: 15765.59 / Avg: 15859.12 / Max: 16012.81Min: 26344.66 / Avg: 26392.09 / Max: 26478.25

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac9K18K27K36K45KSE +/- 0.86, N = 3SE +/- 7.21, N = 3SE +/- 61.99, N = 3SE +/- 30.30, N = 327669.3744269.7915521.1220161.59
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac8K16K24K32K40KMin: 27667.67 / Avg: 27669.37 / Max: 27670.44Min: 44258.8 / Avg: 44269.79 / Max: 44283.37Min: 15445.94 / Avg: 15521.12 / Max: 15644.08Min: 20101.14 / Avg: 20161.59 / Max: 20195.39

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac20K40K60K80K100KSE +/- 0.37, N = 3SE +/- 98.17, N = 3SE +/- 26.46, N = 3SE +/- 64.52, N = 354827.6687698.3930649.1340002.93
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac15K30K45K60K75KMin: 54827.04 / Avg: 54827.66 / Max: 54828.32Min: 87502.15 / Avg: 87698.39 / Max: 87802.18Min: 30611.63 / Avg: 30649.13 / Max: 30700.21Min: 39937.31 / Avg: 40002.93 / Max: 40131.96

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac30060090012001500SE +/- 0.08, N = 3SE +/- 0.73, N = 3SE +/- 1.28, N = 3SE +/- 1.62, N = 3873.521394.44500.91645.24
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000Min: 873.44 / Avg: 873.52 / Max: 873.67Min: 1393.64 / Avg: 1394.44 / Max: 1395.9Min: 499.5 / Avg: 500.91 / Max: 503.47Min: 643.62 / Avg: 645.24 / Max: 648.47

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac30060090012001500SE +/- 0.01, N = 3SE +/- 1.25, N = 3SE +/- 0.03, N = 3SE +/- 1.70, N = 3873.671396.26503.53645.31
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac2004006008001000Min: 873.64 / Avg: 873.67 / Max: 873.68Min: 1393.77 / Avg: 1396.26 / Max: 1397.55Min: 503.47 / Avg: 503.53 / Max: 503.57Min: 643.55 / Avg: 645.31 / Max: 648.72

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-scalarRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac9K18K27K36K45KSE +/- 2.25, N = 3SE +/- 25.10, N = 3SE +/- 39.60, N = 3SE +/- 10.90, N = 327758.9344276.7215963.5920305.75
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-scalarRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac8K16K24K32K40KMin: 27754.84 / Avg: 27758.93 / Max: 27762.6Min: 44240.32 / Avg: 44276.72 / Max: 44324.87Min: 15905.24 / Avg: 15963.59 / Max: 16039.15Min: 20294.31 / Avg: 20305.75 / Max: 20327.54

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-vec4RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac9K18K27K36K45KSE +/- 37.47, N = 3SE +/- 3.11, N = 3SE +/- 15.45, N = 3SE +/- 27.49, N = 327595.5144062.5215752.9820074.10
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-vec4RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac8K16K24K32K40KMin: 27520.58 / Avg: 27595.51 / Max: 27633.03Min: 44056.29 / Avg: 44062.52 / Max: 44065.74Min: 15729.55 / Avg: 15752.98 / Max: 15782.13Min: 20046.24 / Avg: 20074.1 / Max: 20129.07

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac6K12K18K24K30KSE +/- 0.34, N = 3SE +/- 4.42, N = 3SE +/- 0.89, N = 3SE +/- 0.25, N = 318441.4629507.1710270.2613295.72
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac5K10K15K20K25KMin: 18440.89 / Avg: 18441.46 / Max: 18442.05Min: 29502.52 / Avg: 29507.17 / Max: 29516Min: 10268.48 / Avg: 10270.26 / Max: 10271.26Min: 13295.47 / Avg: 13295.72 / Max: 13296.21

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-vec4RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac8K16K24K32K40KSE +/- 0.85, N = 3SE +/- 1.77, N = 3SE +/- 4.25, N = 3SE +/- 4.87, N = 324616.8439280.8212975.6516205.98
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-vec4RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac7K14K21K28K35KMin: 24615.27 / Avg: 24616.84 / Max: 24618.2Min: 39278.79 / Avg: 39280.82 / Max: 39284.36Min: 12967.16 / Avg: 12975.65 / Max: 12980.29Min: 16201 / Avg: 16205.98 / Max: 16215.73

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: mobilenetRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac918273645SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 39.369.2138.2037.93MIN: 8.28 / MAX: 49.63MIN: 8.39 / MAX: 47.45MIN: 10.75 / MAX: 66.72MIN: 14.41 / MAX: 61.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: mobilenetRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac816243240Min: 9.26 / Avg: 9.36 / Max: 9.47Min: 9.15 / Avg: 9.21 / Max: 9.25Min: 37.97 / Avg: 38.2 / Max: 38.56Min: 37.65 / Avg: 37.93 / Max: 38.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac48121620SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.39, N = 3SE +/- 0.28, N = 34.324.426.3518.25MIN: 3.68 / MAX: 23.77MIN: 3.68 / MAX: 20.27MIN: 4.5 / MAX: 27.11MIN: 7.4 / MAX: 39.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac510152025Min: 4.12 / Avg: 4.32 / Max: 4.47Min: 4.4 / Avg: 4.42 / Max: 4.45Min: 5.84 / Avg: 6.35 / Max: 7.11Min: 17.69 / Avg: 18.25 / Max: 18.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac510152025SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.83, N = 3SE +/- 0.18, N = 35.024.9718.7718.78MIN: 4.12 / MAX: 23.74MIN: 4.23 / MAX: 23.03MIN: 7.68 / MAX: 35.81MIN: 8.92 / MAX: 34.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac510152025Min: 4.89 / Avg: 5.02 / Max: 5.23Min: 4.84 / Avg: 4.97 / Max: 5.04Min: 17.91 / Avg: 18.77 / Max: 20.43Min: 18.47 / Avg: 18.78 / Max: 19.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: shufflenet-v2RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac48121620SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.28, N = 3SE +/- 0.06, N = 34.784.856.1117.57MIN: 4.03 / MAX: 23.06MIN: 4.28 / MAX: 25.38MIN: 4.77 / MAX: 33.2MIN: 8.24 / MAX: 39.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: shufflenet-v2RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac48121620Min: 4.76 / Avg: 4.78 / Max: 4.8Min: 4.78 / Avg: 4.85 / Max: 4.93Min: 5.83 / Avg: 6.11 / Max: 6.66Min: 17.46 / Avg: 17.57 / Max: 17.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: mnasnetRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac510152025SE +/- 0.02, N = 3SE +/- 0.10, N = 2SE +/- 0.73, N = 3SE +/- 0.13, N = 34.374.397.0319.16MIN: 3.71 / MAX: 23.07MIN: 3.79 / MAX: 22MIN: 4.55 / MAX: 25.62MIN: 7.92 / MAX: 33.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: mnasnetRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac510152025Min: 4.33 / Avg: 4.37 / Max: 4.41Min: 4.29 / Avg: 4.39 / Max: 4.49Min: 5.78 / Avg: 7.03 / Max: 8.3Min: 18.91 / Avg: 19.16 / Max: 19.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: efficientnet-b0RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac612182430SE +/- 0.10, N = 3SE +/- 0.36, N = 3SE +/- 0.20, N = 3SE +/- 0.63, N = 36.306.4226.0923.97MIN: 5.32 / MAX: 26.26MIN: 5.35 / MAX: 28.33MIN: 12.37 / MAX: 40.64MIN: 10.15 / MAX: 37.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: efficientnet-b0RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac612182430Min: 6.12 / Avg: 6.3 / Max: 6.48Min: 6.05 / Avg: 6.42 / Max: 7.14Min: 25.72 / Avg: 26.09 / Max: 26.4Min: 23.01 / Avg: 23.97 / Max: 25.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: blazefaceRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac1.23532.47063.70594.94126.1765SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.22, N = 33.893.955.495.38MIN: 3.33 / MAX: 36.65MIN: 3.22 / MAX: 30.17MIN: 3.72 / MAX: 33.58MIN: 4.06 / MAX: 22.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: blazefaceRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac246810Min: 3.7 / Avg: 3.89 / Max: 4.03Min: 3.83 / Avg: 3.95 / Max: 4.1Min: 5.39 / Avg: 5.49 / Max: 5.62Min: 5.16 / Avg: 5.38 / Max: 5.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: googlenetRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac714212835SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.49, N = 3SE +/- 0.13, N = 35.715.7728.2228.44MIN: 5.03 / MAX: 22.85MIN: 4.99 / MAX: 22.76MIN: 15.18 / MAX: 38.54MIN: 14.74 / MAX: 44.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: googlenetRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac612182430Min: 5.59 / Avg: 5.71 / Max: 5.94Min: 5.58 / Avg: 5.77 / Max: 5.94Min: 27.65 / Avg: 28.22 / Max: 29.19Min: 28.18 / Avg: 28.44 / Max: 28.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vgg16RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac612182430SE +/- 3.46, N = 3SE +/- 0.10, N = 3SE +/- 1.00, N = 3SE +/- 0.11, N = 37.9025.147.074.40MIN: 3.84 / MAX: 36.49MIN: 12.85 / MAX: 33.3MIN: 4.46 / MAX: 48.35MIN: 3.72 / MAX: 24.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vgg16RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac612182430Min: 4.43 / Avg: 7.9 / Max: 14.81Min: 25.03 / Avg: 25.14 / Max: 25.34Min: 5.18 / Avg: 7.07 / Max: 8.58Min: 4.18 / Avg: 4.4 / Max: 4.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet18RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac510152025SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.55, N = 3SE +/- 0.21, N = 34.784.5022.1321.45MIN: 4.18 / MAX: 28.49MIN: 3.89 / MAX: 21.9MIN: 9.01 / MAX: 43.23MIN: 8.94 / MAX: 40.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet18RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac510152025Min: 4.66 / Avg: 4.78 / Max: 4.87Min: 4.35 / Avg: 4.5 / Max: 4.68Min: 21.38 / Avg: 22.13 / Max: 23.2Min: 21.06 / Avg: 21.45 / Max: 21.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: alexnetRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac510152025SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.30, N = 3SE +/- 0.22, N = 317.575.0821.5021.31MIN: 7.8 / MAX: 33.45MIN: 3.13 / MAX: 27.91MIN: 3.33 / MAX: 40.17MIN: 7.31 / MAX: 35.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: alexnetRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac510152025Min: 17.28 / Avg: 17.57 / Max: 17.93Min: 4.92 / Avg: 5.08 / Max: 5.18Min: 20.91 / Avg: 21.5 / Max: 21.9Min: 20.89 / Avg: 21.31 / Max: 21.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet50RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac246810SE +/- 0.04, N = 3SE +/- 0.77, N = 3SE +/- 0.14, N = 3SE +/- 0.14, N = 35.167.285.856.35MIN: 4.78 / MAX: 21.85MIN: 3.88 / MAX: 30.89MIN: 4.75 / MAX: 26.01MIN: 5 / MAX: 21.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet50RTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac3691215Min: 5.07 / Avg: 5.16 / Max: 5.22Min: 6.09 / Avg: 7.28 / Max: 8.73Min: 5.64 / Avg: 5.85 / Max: 6.12Min: 6.11 / Avg: 6.35 / Max: 6.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: yolov4-tinyRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac1224364860SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 3SE +/- 0.40, N = 335.8735.2352.4849.10MIN: 11.56 / MAX: 61.96MIN: 11.4 / MAX: 59.2MIN: 20.11 / MAX: 75.46MIN: 17.59 / MAX: 76.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: yolov4-tinyRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac1122334455Min: 35.78 / Avg: 35.87 / Max: 36.02Min: 35.05 / Avg: 35.23 / Max: 35.37Min: 52.27 / Avg: 52.48 / Max: 52.72Min: 48.6 / Avg: 49.1 / Max: 49.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: squeezenet_ssdRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac1428425670SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.50, N = 3SE +/- 0.43, N = 39.138.9961.7457.27MIN: 7.71 / MAX: 66.82MIN: 8.18 / MAX: 62.47MIN: 23.2 / MAX: 85.24MIN: 16.86 / MAX: 94.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: squeezenet_ssdRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac1224364860Min: 8.94 / Avg: 9.13 / Max: 9.32Min: 8.89 / Avg: 8.99 / Max: 9.07Min: 60.75 / Avg: 61.74 / Max: 62.3Min: 56.73 / Avg: 57.27 / Max: 58.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: regnety_400mRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac612182430SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 2.01, N = 3SE +/- 0.25, N = 35.325.4623.1325.04MIN: 4.68 / MAX: 22.84MIN: 4.78 / MAX: 28.36MIN: 8.74 / MAX: 39.68MIN: 11.25 / MAX: 44.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: regnety_400mRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac612182430Min: 5.28 / Avg: 5.32 / Max: 5.35Min: 5.39 / Avg: 5.46 / Max: 5.52Min: 21.09 / Avg: 23.13 / Max: 27.15Min: 24.59 / Avg: 25.04 / Max: 25.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vision_transformerRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac80160240320400SE +/- 3.05, N = 3SE +/- 1.34, N = 3SE +/- 0.57, N = 3SE +/- 0.55, N = 3290.15289.04363.75324.88MIN: 247.6 / MAX: 837.91MIN: 260.04 / MAX: 661.43MIN: 316.04 / MAX: 471.43MIN: 283.26 / MAX: 423.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vision_transformerRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac60120180240300Min: 285.76 / Avg: 290.15 / Max: 296.02Min: 286.38 / Avg: 289.04 / Max: 290.64Min: 362.65 / Avg: 363.75 / Max: 364.55Min: 323.93 / Avg: 324.88 / Max: 325.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: FastestDetRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac3691215SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 3.64, N = 35.185.086.8013.52MIN: 4.28 / MAX: 25.38MIN: 4.3 / MAX: 23.08MIN: 5.02 / MAX: 32.78MIN: 5.33 / MAX: 35.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: FastestDetRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac48121620Min: 4.91 / Avg: 5.18 / Max: 5.47Min: 5.01 / Avg: 5.08 / Max: 5.14Min: 6.65 / Avg: 6.8 / Max: 6.98Min: 6.24 / Avg: 13.52 / Max: 17.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac1224364860SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 324.3720.1952.7631.17
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac1122334455Min: 24.31 / Avg: 24.37 / Max: 24.43Min: 20.11 / Avg: 20.19 / Max: 20.24Min: 52.61 / Avg: 52.76 / Max: 52.84Min: 30.97 / Avg: 31.17 / Max: 31.53

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac3691215SE +/- 0.015, N = 7SE +/- 0.018, N = 7SE +/- 0.025, N = 5SE +/- 0.015, N = 65.6305.1099.2396.509
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac3691215Min: 5.58 / Avg: 5.63 / Max: 5.68Min: 5.04 / Avg: 5.11 / Max: 5.16Min: 9.19 / Avg: 9.24 / Max: 9.31Min: 6.48 / Avg: 6.51 / Max: 6.57

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 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac0.96911.93822.90733.87644.8455SE +/- 0.004, N = 10SE +/- 0.003, N = 10SE +/- 0.007, N = 8SE +/- 0.005, N = 92.7612.4904.3073.536
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac246810Min: 2.74 / Avg: 2.76 / Max: 2.78Min: 2.48 / Avg: 2.49 / Max: 2.51Min: 4.28 / Avg: 4.31 / Max: 4.34Min: 3.52 / Avg: 3.54 / Max: 3.57

GPU Power Consumption Monitor

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac80160240320400Min: 4 / Avg: 92.31 / Max: 331.21Min: 6 / Avg: 110.92 / Max: 456.05Min: 18.41 / Avg: 148.08 / Max: 347.3Min: 18.42 / Avg: 170.36 / Max: 367.21

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringRTX 4080 16GB -PnyRTX 4090 24GB -NvidiaRTX 2080 Ti 22GB -DellRTX 3090 24GB -Zotac1632486480Min: 31 / Avg: 44.05 / Max: 73Min: 32 / Avg: 43.13 / Max: 66Min: 44 / Avg: 69.38 / Max: 83Min: 41 / Avg: 65.62 / Max: 84

106 Results Shown

Hashcat:
  MD5
  SHA1
  SHA-512
  7-Zip
  TrueCrypt RIPEMD160 + XTS
FAHBench
GROMACS
NAMD CUDA
OctaneBench
Rodinia
ArrayFire
clpeak:
  Global Memory Bandwidth
  Single-Precision Float
  Double-Precision Double
  Integer Compute INT
NeatBench
FinanceBench
LeelaChessZero
cl-mem:
  Read
  Write
  Copy
MandelGPU
ViennaCL:
  OpenCL BLAS - sCOPY
  OpenCL BLAS - sAXPY
  OpenCL BLAS - sDOT
  OpenCL BLAS - dCOPY
  OpenCL BLAS - dAXPY
  OpenCL BLAS - dDOT
  OpenCL BLAS - dGEMV-N
  OpenCL BLAS - dGEMV-T
  OpenCL BLAS - dGEMM-NN
  OpenCL BLAS - dGEMM-NT
  OpenCL BLAS - dGEMM-TN
  OpenCL BLAS - dGEMM-TT
  CPU BLAS - sCOPY
  CPU BLAS - sAXPY
  CPU BLAS - sDOT
  CPU BLAS - dCOPY
  CPU BLAS - dAXPY
  CPU BLAS - dDOT
  CPU BLAS - dGEMV-N
  CPU BLAS - dGEMV-T
  CPU BLAS - dGEMM-NN
  CPU BLAS - dGEMM-NT
  CPU BLAS - dGEMM-TN
  CPU BLAS - dGEMM-TT
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Bus Speed Download
  OpenCL - Bus Speed Readback
  OpenCL - Max SP Flops
  OpenCL - Texture Read Bandwidth
  OpenCL - FFT SP
  OpenCL - GEMM SGEMM_N
  OpenCL - MD5 Hash
  OpenCL - Reduction
  OpenCL - Triad
  OpenCL - S3D
IndigoBench:
  OpenCL GPU - Supercar
  OpenCL GPU - Bedroom
Chaos Group V-RAY:
  NVIDIA CUDA GPU
  NVIDIA RTX GPU
Blender:
  BMW27 - NVIDIA OptiX
  Classroom - NVIDIA OptiX
  Fishy Cat - NVIDIA OptiX
  Pabellon Barcelona - NVIDIA OptiX
  Barbershop - NVIDIA OptiX
Caffe:
  AlexNet - NVIDIA CUDA - 100
  AlexNet - NVIDIA CUDA - 200
  AlexNet - NVIDIA CUDA - 1000
  GoogleNet - NVIDIA CUDA - 100
  GoogleNet - NVIDIA CUDA - 200
  GoogleNet - NVIDIA CUDA - 1000
VkFFT
VkResample:
  2x - Single
  2x - Double
vkpeak:
  fp32-scalar
  fp32-vec4
  fp16-scalar
  fp16-vec4
  fp64-scalar
  fp64-vec4
  int32-scalar
  int32-vec4
  int16-scalar
  int16-vec4
NCNN:
  Vulkan GPU - mobilenet
  Vulkan GPU-v2-v2 - mobilenet-v2
  Vulkan GPU-v3-v3 - mobilenet-v3
  Vulkan GPU - shufflenet-v2
  Vulkan GPU - mnasnet
  Vulkan GPU - efficientnet-b0
  Vulkan GPU - blazeface
  Vulkan GPU - googlenet
  Vulkan GPU - vgg16
  Vulkan GPU - resnet18
  Vulkan GPU - alexnet
  Vulkan GPU - resnet50
  Vulkan GPU - yolov4-tiny
  Vulkan GPU - squeezenet_ssd
  Vulkan GPU - regnety_400m
  Vulkan GPU - vision_transformer
  Vulkan GPU - FastestDet
RealSR-NCNN:
  4x - Yes
  4x - No
Waifu2x-NCNN Vulkan
GPU Power Consumption Monitor:
  Phoronix Test Suite System Monitoring:
    Watts
    Celsius