RTX 3090 Compute

AMD Ryzen 9 5900X 12-Core testing with a ASUS ROG CROSSHAIR VIII HERO (3801 BIOS) and NVIDIA GeForce RTX 3090 24GB on Ubuntu 21.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2108296-TJ-RTX3090CO87&grr.

RTX 3090 ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionRTX 309023AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads)ASUS ROG CROSSHAIR VIII HERO (3801 BIOS)AMD Starship/Matisse16GB1000GB Western Digital WD_BLACK SN850 1TB + 2000GBNVIDIA GeForce RTX 3090 24GBNVIDIA GA102 HD AudioASUS VP28URealtek RTL8125 2.5GbE + Intel I211Ubuntu 21.105.13.0-14-generic (x86_64)GNOME Shell 40.2X Server 1.20.11NVIDIA 470.63.014.6.0OpenCL 3.0 CUDA 11.4.1121.2.175GCC 11.2.0ext43840x2160OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-M6DaQn/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-M6DaQn/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201016 OpenCL Details- GPU Compute Cores: 10496Python Details- RTX 3090: Python 3.9.6Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

RTX 3090 Computeshoc: OpenCL - Max SP Flopsblender: Barbershop - CUDAlczero: OpenCLblender: Barbershop - NVIDIA OptiXvkfft: octanebench: Total Scorevkpeak: int16-vec4vkpeak: int16-scalarvkpeak: int32-vec4vkpeak: int32-scalarvkpeak: fp64-vec4vkpeak: fp64-scalarvkpeak: fp16-vec4vkpeak: fp16-scalarvkpeak: fp32-vec4vkpeak: fp32-scalarredshift: blender: Pabellon Barcelona - CUDAfahbench: luxcorerender: LuxCore Benchmark - GPUluxcorerender: DLSC - GPUv-ray: NVIDIA RTX GPUv-ray: NVIDIA CUDA GPUblender: Fishy Cat - NVIDIA OptiXluxcorerender: Orange Juice - GPUindigobench: OpenCL GPU - Bedroomindigobench: OpenCL GPU - Supercarluxcorerender: Danish Mood - GPUblender: Classroom - CUDAnamd-cuda: ATPase Simulation - 327,506 Atomsblender: Pabellon Barcelona - NVIDIA OptiXncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU - squeezenet_ssdblender: BMW27 - NVIDIA OptiXncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU-v2-v2 - mobilenet-v2blender: Fishy Cat - CUDAclpeak: Double-Precision Doubleblender: Classroom - NVIDIA OptiXrealsr-ncnn: 4x - Yesvkresample: 2x - Doubleviennacl: OpenCL BLAS - dGEMM-TTviennacl: CPU BLAS - dGEMM-TTviennacl: CPU BLAS - dGEMM-TNviennacl: CPU BLAS - dGEMM-NTviennacl: CPU BLAS - dGEMM-NNviennacl: CPU BLAS - dGEMV-Tviennacl: CPU BLAS - dGEMV-Nviennacl: CPU BLAS - dDOTviennacl: CPU BLAS - dAXPYviennacl: CPU BLAS - dCOPYviennacl: CPU BLAS - sDOTviennacl: CPU BLAS - sAXPYviennacl: CPU BLAS - sCOPYviennacl: OpenCL BLAS - sAXPYblender: BMW27 - CUDAviennacl: OpenCL BLAS - sCOPYviennacl: OpenCL BLAS - dGEMM-TNviennacl: OpenCL BLAS - dGEMM-NTviennacl: OpenCL BLAS - dGEMM-NNviennacl: OpenCL BLAS - dGEMV-Nviennacl: OpenCL BLAS - dAXPYviennacl: OpenCL BLAS - sDOTshoc: OpenCL - Texture Read Bandwidthviennacl: OpenCL BLAS - dGEMV-Tviennacl: OpenCL BLAS - dDOTviennacl: OpenCL BLAS - dCOPYvkresample: 2x - Singleluxcorerender: Rainbow Colors and Prism - GPUhashcat: SHA-512hashcat: SHA1hashcat: MD5realsr-ncnn: 4x - Nohashcat: TrueCrypt RIPEMD160 + XTSrodinia: OpenCL Particle Filterarrayfire: Conjugate Gradient OpenCLwaifu2x-ncnn: 2x - 3 - Yesclpeak: Integer Compute INTcl-mem: Copycl-mem: Readcl-mem: Writehashcat: 7-Zipmandelgpu: GPUshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - S3Dshoc: OpenCL - GEMM SGEMM_Nshoc: OpenCL - Triadshoc: OpenCL - FFT SPshoc: OpenCL - Reductionshoc: OpenCL - Bus Speed Downloadclpeak: Single-Precision Floatfinancebench: Black-Scholes OpenCLclpeak: Global Memory Bandwidthshoc: OpenCL - MD5 HashRTX 30902340181.1373.9653955315.2543351681.1795616931.7013670.4420652.4720763.65653.50653.5340572.5820776.3527572.3420910.29138120.33345.352611.0111.502941211521.6610.3820.93553.1688.9351.310.1205643.451.562.104.184.1612.202.416.753.441.784.064.210.913.111.961.691.8634.53657.7128.6028.508119.64860356.658.453.753.289.182.147.536.324.315510267.949918.313636006056022407213722236.383776585939.27232.61287903333322839700000667266333335.5928548673.7301.4723.30618162.91363.8827.3740.11153133483619873.627.0998430.3018329.8625.46642349.20391.54626.315535211.376.271810.3544.544540013.3372.8153950314.6143413682.73100917004.3213709.920673.0520924.81658.55658.5740867.1520950.5227739.8121142.21139120.54343.544710.9311.52939211618.9410.3620.98753.398.6651.070.1207643.511.552.14.1649.52.416.773.441.814.043.90.923.131.951.681.8434.44656.428.5828.245119.39460156.758.253.853.389.881.747.836.924.715610569.449918.333635976026002397203702237.753766585929.27132.81288480000022860600000669143000005.5238607003.6721.4833.27718313.8363.7827.3739116010048316470927.1248430.1568432.9625.47812352390.91426.338352266.271813.5144.295339723.3373.153598317.9442399682.90125916875.0913608.2620517.6120614.05648.72648.7340257.0420725.4527428.3720946.96138120.48344.807210.9711.52959211618.9910.4220.97653.4148.8651.130.1211543.551.552.14.133.999.512.416.683.431.84.13.850.913.121.961.691.8534.5658.2328.9728.299119.10756.658.453.854.689.882.247.536.824.615210167.249818.363676026076052407243712241.483776606079.28632.87288250000022821000000667067000005.5738554003.6751.4733.28718533.09363.6827.7737.61157500485737287.827.0876429.4238278.6725.47072348.03390.29326.298235183.926.263813.5444.1942OpenBenchmarking.org

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Max SP Flops

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Max SP FlopsRTX 3090239K18K27K36K45KSE +/- 475.87, N = 340181.140013.339723.31. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

Blender

Blend File: Barbershop - Compute: CUDA

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CUDARTX 30902380160240320400SE +/- 0.27, N = 3373.96372.81373.10

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: OpenCLRTX 30902312K24K36K48K60KSE +/- 24.25, N = 35395553950535981. (CXX) g++ options: -flto -pthread

Blender

Blend File: Barbershop - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: NVIDIA OptiXRTX 30902370140210280350SE +/- 0.18, N = 3315.25314.61317.94

VkFFT

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1RTX 3090239K18K27K36K45KSE +/- 375.64, N = 34335143413423991. (CXX) g++ options: -O3 -pthread

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreRTX 309023150300450600750681.18682.73682.90

vkpeak

int16-vec4

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-vec4RTX 3090234K8K12K16K20KSE +/- 41.21, N = 316931.7017004.3216875.09

vkpeak

int16-scalar

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int16-scalarRTX 3090233K6K9K12K15KSE +/- 20.28, N = 313670.4413709.9013608.26

vkpeak

int32-vec4

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-vec4RTX 3090234K8K12K16K20KSE +/- 55.18, N = 320652.4720673.0520517.61

vkpeak

int32-scalar

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20210424int32-scalarRTX 3090234K8K12K16K20KSE +/- 81.20, N = 320763.6520924.8120614.05

vkpeak

fp64-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-vec4RTX 309023140280420560700SE +/- 2.55, N = 3653.50658.55648.72

vkpeak

fp64-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp64-scalarRTX 309023140280420560700SE +/- 2.50, N = 3653.53658.57648.73

vkpeak

fp16-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-vec4RTX 3090239K18K27K36K45KSE +/- 147.11, N = 340572.5840867.1540257.04

vkpeak

fp16-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp16-scalarRTX 3090234K8K12K16K20KSE +/- 67.18, N = 320776.3520950.5220725.45

vkpeak

fp32-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-vec4RTX 3090236K12K18K24K30KSE +/- 183.95, N = 327572.3427739.8127428.37

vkpeak

fp32-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20210424fp32-scalarRTX 3090235K10K15K20K25KSE +/- 144.67, N = 320910.2921142.2120946.96

RedShift Demo

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 309023306090120150SE +/- 0.33, N = 3138139138

Blender

Blend File: Pabellon Barcelona - Compute: CUDA

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CUDARTX 309023306090120150SE +/- 0.05, N = 3120.33120.54120.48

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 30902380160240320400SE +/- 0.17, N = 3345.35343.54344.81

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: GPURTX 3090233691215SE +/- 0.03, N = 311.0110.9310.97MIN: 3.31 / MAX: 13.09MIN: 3.29 / MAX: 12.95MIN: 3.33 / MAX: 13.02

LuxCoreRender

Scene: DLSC - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: GPURTX 3090233691215SE +/- 0.01, N = 311.5011.5011.50MIN: 11.31 / MAX: 11.72MIN: 11.34 / MAX: 11.68MIN: 11.35 / MAX: 11.71

Chaos Group V-RAY

Mode: NVIDIA RTX GPU

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 3090236001200180024003000SE +/- 11.15, N = 3294129392959

Chaos Group V-RAY

Mode: NVIDIA CUDA GPU

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPURTX 3090235001000150020002500SE +/- 0.88, N = 3211521162116

Blender

Blend File: Fishy Cat - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 309023510152025SE +/- 2.66, N = 1521.6618.9418.99

LuxCoreRender

Scene: Orange Juice - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: GPURTX 3090233691215SE +/- 0.03, N = 310.3810.3610.42MIN: 8.42 / MAX: 13.74MIN: 8.48 / MAX: 13.54MIN: 8.51 / MAX: 13.74

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 309023510152025SE +/- 0.05, N = 320.9420.9920.98

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 3090231224364860SE +/- 0.06, N = 353.1753.3953.41

LuxCoreRender

Scene: Danish Mood - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: GPURTX 309023246810SE +/- 0.13, N = 38.938.668.86MIN: 2.97 / MAX: 10.79MIN: 2.96 / MAX: 10.52MIN: 3.16 / MAX: 10.65

Blender

Blend File: Classroom - Compute: CUDA

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CUDARTX 3090231224364860SE +/- 0.05, N = 351.3151.0751.13

NAMD CUDA

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsRTX 3090230.02730.05460.08190.10920.1365SE +/- 0.00027, N = 30.120560.120760.12115

Blender

Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 3090231020304050SE +/- 0.09, N = 343.4543.5143.55

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet18RTX 3090230.3510.7021.0531.4041.755SE +/- 0.02, N = 31.561.551.55MIN: 1.52 / MAX: 10.44MIN: 1.52 / MAX: 1.82MIN: 1.54 / MAX: 1.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 3090230.47250.9451.41751.892.3625SE +/- 0.01, N = 32.102.102.10MIN: 2.07 / MAX: 3.1MIN: 2.08 / MAX: 3.15MIN: 2.08 / MAX: 2.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenetRTX 3090230.94051.8812.82153.7624.7025SE +/- 0.00, N = 34.184.164.13MIN: 4.11 / MAX: 4.51MIN: 4.11 / MAX: 4.52MIN: 4.09 / MAX: 4.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssdRTX 3090230.9361.8722.8083.7444.68SE +/- 0.12, N = 24.164.003.99MIN: 3.94 / MAX: 5.71MIN: 3.92 / MAX: 4.17MIN: 3.91 / MAX: 4.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

Blender

Blend File: BMW27 - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: NVIDIA OptiXRTX 3090233691215SE +/- 2.70, N = 1512.209.509.51

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400mRTX 3090230.54231.08461.62692.16922.7115SE +/- 0.01, N = 32.412.402.41MIN: 2.37 / MAX: 3.46MIN: 2.39 / MAX: 2.53MIN: 2.39 / MAX: 3.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tinyRTX 309023246810SE +/- 0.03, N = 36.757.006.68MIN: 6.39 / MAX: 7.17MIN: 5.95 / MAX: 18.59MIN: 6.33 / MAX: 7.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet50RTX 3090230.77631.55262.32893.10523.8815SE +/- 0.01, N = 33.443.453.43MIN: 3.42 / MAX: 3.57MIN: 3.44 / MAX: 3.58MIN: 3.42 / MAX: 3.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnetRTX 3090230.40730.81461.22191.62922.0365SE +/- 0.01, N = 31.781.781.80MIN: 1.75 / MAX: 2.11MIN: 1.76 / MAX: 1.96MIN: 1.77 / MAX: 1.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg16RTX 3090230.92251.8452.76753.694.6125SE +/- 0.01, N = 34.064.064.10MIN: 4.01 / MAX: 10.61MIN: 4.02 / MAX: 7.24MIN: 4.01 / MAX: 14.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenetRTX 3090230.94731.89462.84193.78924.7365SE +/- 0.06, N = 34.213.873.85MIN: 3.58 / MAX: 15.09MIN: 3.62 / MAX: 14.75MIN: 3.62 / MAX: 14.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazefaceRTX 3090230.2070.4140.6210.8281.035SE +/- 0.01, N = 30.910.910.91MIN: 0.89 / MAX: 1.96MIN: 0.89 / MAX: 1.76MIN: 0.9 / MAX: 2.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b0RTX 3090230.70431.40862.11292.81723.5215SE +/- 0.01, N = 33.113.113.12MIN: 3.09 / MAX: 4.93MIN: 3.1 / MAX: 3.23MIN: 3.1 / MAX: 4.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnetRTX 3090230.4410.8821.3231.7642.205SE +/- 0.01, N = 31.961.961.96MIN: 1.94 / MAX: 3.05MIN: 1.94 / MAX: 2.15MIN: 1.94 / MAX: 2.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: shufflenet-v2RTX 3090230.38030.76061.14091.52121.9015SE +/- 0.01, N = 31.691.691.69MIN: 1.67 / MAX: 3.01MIN: 1.67 / MAX: 2.34MIN: 1.67 / MAX: 2.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 3090230.41850.8371.25551.6742.0925SE +/- 0.00, N = 31.861.851.85MIN: 1.82 / MAX: 5.71MIN: 1.83 / MAX: 2.91MIN: 1.83 / MAX: 3.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

Blender

Blend File: Fishy Cat - Compute: CUDA

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CUDARTX 309023816243240SE +/- 0.01, N = 334.5334.4434.50

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 309023140280420560700SE +/- 0.02, N = 3657.71656.40658.231. (CXX) g++ options: -O3 -rdynamic -lOpenCL

Blender

Blend File: Classroom - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: NVIDIA OptiXRTX 309023714212835SE +/- 0.04, N = 328.6028.5828.97

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 309023714212835SE +/- 0.04, N = 328.5128.2528.30

VkResample

Upscale: 2x - Precision: Double

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleRTX 309023306090120150SE +/- 0.14, N = 3119.65119.39119.111. (CXX) g++ options: -O3 -pthread

ViennaCL

Test: OpenCL BLAS - dGEMM-TT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TTRTX 30902130260390520650SE +/- 1.67, N = 36036011. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMM-TT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TTRTX 3090231326395265SE +/- 0.09, N = 356.656.756.61. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMM-TN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TNRTX 3090231326395265SE +/- 0.09, N = 358.458.258.41. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMM-NT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NTRTX 3090231224364860SE +/- 0.07, N = 353.753.853.81. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMM-NN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NNRTX 3090231224364860SE +/- 0.52, N = 353.253.354.61. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMV-T

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-TRTX 30902320406080100SE +/- 0.03, N = 389.189.889.81. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMV-N

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-NRTX 30902320406080100SE +/- 0.10, N = 382.181.782.21. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dDOTRTX 3090231122334455SE +/- 0.23, N = 347.547.847.51. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dAXPYRTX 309023816243240SE +/- 0.25, N = 336.336.936.81. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dCOPYRTX 309023612182430SE +/- 0.09, N = 324.324.724.61. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - sDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sDOTRTX 309023306090120150SE +/- 0.67, N = 31551561521. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - sAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sAXPYRTX 30902320406080100SE +/- 0.33, N = 31021051011. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - sCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sCOPYRTX 3090231530456075SE +/- 0.06, N = 367.969.467.21. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - sAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sAXPYRTX 309023110220330440550SE +/- 0.33, N = 34994994981. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

Blender

Blend File: BMW27 - Compute: CUDA

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CUDARTX 309023510152025SE +/- 0.01, N = 318.3118.3318.36

ViennaCL

Test: OpenCL BLAS - sCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sCOPYRTX 30902380160240320400SE +/- 0.58, N = 33633633641. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-TN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TNRTX 309023130260390520650SE +/- 1.53, N = 36006026021. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-NT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NTRTX 309023130260390520650SE +/- 1.33, N = 36056076071. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-NN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NNRTX 309023130260390520650SE +/- 1.67, N = 36026056051. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMV-N

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-NRTX 30902350100150200250SE +/- 0.33, N = 32402402401. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dAXPYRTX 309023160320480640800SE +/- 0.33, N = 37217217241. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - sDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sDOTRTX 30902380160240320400SE +/- 0.33, N = 33723713711. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Texture Read Bandwidth

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Texture Read BandwidthRTX 3090235001000150020002500SE +/- 5.62, N = 32236.382237.752241.481. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

ViennaCL

Test: OpenCL BLAS - dGEMV-T

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-TRTX 30902380160240320400SE +/- 0.33, N = 33773773781. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOTRTX 309023140280420560700SE +/- 0.67, N = 36586606611. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPYRTX 309023130260390520650SE +/- 0.33, N = 35935946081. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRTX 3090233691215SE +/- 0.015, N = 39.2729.2719.2861. (CXX) g++ options: -O3 -pthread

LuxCoreRender

Scene: Rainbow Colors and Prism - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: GPURTX 309023816243240SE +/- 0.18, N = 332.6132.8132.87MIN: 29.7 / MAX: 35.64MIN: 30.72 / MAX: 35.61MIN: 30.74 / MAX: 35.64

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 309023600M1200M1800M2400M3000MSE +/- 3299158.14, N = 3287903333328848000002882500000

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 3090235000M10000M15000M20000M25000MSE +/- 24017979.38, N = 3228397000002286060000022821000000

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 30902314000M28000M42000M56000M70000MSE +/- 4511220.58, N = 3667266333336691430000066706700000

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3090231.25822.51643.77465.03286.291SE +/- 0.008, N = 35.5925.5235.573

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 309023200K400K600K800K1000KSE +/- 1741.97, N = 3854867860700855400

Rodinia

Test: OpenCL Particle Filter

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterRTX 3090230.83931.67862.51793.35724.1965SE +/- 0.044, N = 43.7303.6723.6751. (CXX) g++ options: -O2 -lOpenCL

ArrayFire

Test: Conjugate Gradient OpenCL

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 3090230.33370.66741.00111.33481.6685SE +/- 0.001, N = 31.4721.4831.4731. (CXX) g++ options: -rdynamic

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 3090230.74391.48782.23172.97563.7195SE +/- 0.016, N = 33.3063.2773.287

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3090234K8K12K16K20KSE +/- 148.97, N = 918162.9118313.8018533.091. (CXX) g++ options: -O3 -rdynamic -lOpenCL

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 30902380160240320400SE +/- 0.15, N = 3363.8363.7363.61. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 3090232004006008001000SE +/- 0.42, N = 3827.3827.3827.71. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 309023160320480640800SE +/- 0.23, N = 3740.1739.0737.61. (CC) gcc options: -O2 -flto -lOpenCL

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 309023200K400K600K800K1000KSE +/- 1017.08, N = 3115313311601001157500

MandelGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPURTX 309023100M200M300M400M500MSE +/- 222116.26, N = 3483619873.6483164709.0485737287.81. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Bus Speed Readback

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Bus Speed ReadbackRTX 309023612182430SE +/- 0.01, N = 327.1027.1227.091. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: S3D

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DRTX 30902390180270360450SE +/- 0.25, N = 3430.30430.16429.421. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: GEMM SGEMM_N

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: GEMM SGEMM_NRTX 3090232K4K6K8K10KSE +/- 56.22, N = 38329.868432.968278.671. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Triad

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: TriadRTX 309023612182430SE +/- 0.02, N = 325.4725.4825.471. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: FFT SPRTX 3090235001000150020002500SE +/- 1.26, N = 32349.202352.002348.031. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Reduction

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: ReductionRTX 30902380160240320400SE +/- 0.20, N = 3391.55390.91390.291. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Bus Speed Download

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Bus Speed DownloadRTX 309023612182430SE +/- 0.03, N = 326.3226.3426.301. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3090238K16K24K32K40KSE +/- 13.13, N = 335211.3735226.0035183.921. (CXX) g++ options: -O3 -rdynamic -lOpenCL

FinanceBench

Benchmark: Black-Scholes OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Black-Scholes OpenCLRTX 309023246810SE +/- 0.001, N = 36.2716.2716.2631. (CXX) g++ options: -O3 -march=native -fopenmp

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 3090232004006008001000SE +/- 3.03, N = 3810.35813.51813.541. (CXX) g++ options: -O3 -rdynamic -lOpenCL

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: MD5 Hash

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashRTX 3090231020304050SE +/- 0.00, N = 344.5444.3044.191. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi


Phoronix Test Suite v10.8.4