nvidiagpucompute2 AMD Ryzen 9 5950X 16-Core testing with a Gigabyte X570 AORUS ULTRA (F33c BIOS) and eVGA NVIDIA GeForce RTX 3090 24GB on Debian 10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2107245-IB-NVIDIAGPU36&grt .
nvidiagpucompute2 Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution nvidiagpucompute20210724_2 AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads) Gigabyte X570 AORUS ULTRA (F33c BIOS) AMD Starship/Matisse 64GB 240GB KINGSTON SA400S3 + 1000GB Seagate ST1000DM010-2EP1 + 4001GB Seagate ST4000DM004-2CV1 eVGA NVIDIA GeForce RTX 3090 24GB NVIDIA Device 1aef SAMSUNG Intel I211 + Intel Device 2723 Debian 10 4.19.0-8-amd64 (x86_64) GNOME Shell 3.30.2 X Server 1.20.4 NVIDIA 470.57.02 4.6.0 OpenCL 3.0 CUDA 11.4.94 1.2.175 GCC 8.3.0 + Clang 7.0.1-8+deb10u2 ext4 3840x1080 OpenBenchmarking.org - Transparent Huge Pages: always - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v - Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201009 - GPU Compute Cores: 10496 - Python 3.7.3 - 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: conditional RSB filling + tsx_async_abort: Not affected
nvidiagpucompute2 arrayfire: Conjugate Gradient OpenCL betsy: ETC1 - Highest betsy: ETC2 RGB - Highest blender: BMW27 - CUDA blender: Classroom - CUDA blender: Fishy Cat - CUDA blender: Barbershop - CUDA blender: BMW27 - NVIDIA OptiX blender: Classroom - NVIDIA OptiX blender: Fishy Cat - NVIDIA OptiX blender: Barbershop - NVIDIA OptiX blender: Pabellon Barcelona - CUDA blender: Pabellon Barcelona - NVIDIA OptiX cl-mem: Copy cl-mem: Read cl-mem: Write clpeak: Integer Compute INT clpeak: Single-Precision Float clpeak: Double-Precision Double clpeak: Global Memory Bandwidth fahbench: financebench: Black-Scholes OpenCL hashcat: MD5 hashcat: SHA1 hashcat: 7-Zip hashcat: SHA-512 hashcat: TrueCrypt RIPEMD160 + XTS indigobench: OpenCL GPU - Bedroom indigobench: OpenCL GPU - Supercar luxcorerender: DLSC - GPU luxcorerender: Danish Mood - GPU luxcorerender: Orange Juice - GPU luxcorerender: LuxCore Benchmark - GPU luxcorerender: Rainbow Colors and Prism - GPU mandelgpu: GPU namd-cuda: ATPase Simulation - 327,506 Atoms ncnn: Vulkan GPU - mobilenet ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - squeezenet_ssd ncnn: Vulkan GPU - regnety_400m neatbench: GPU octanebench: Total Score realsr-ncnn: 4x - No realsr-ncnn: 4x - Yes rodinia: OpenCL Particle Filter shoc: OpenCL - S3D shoc: OpenCL - Triad shoc: OpenCL - FFT SP shoc: OpenCL - MD5 Hash shoc: OpenCL - Reduction shoc: OpenCL - GEMM SGEMM_N shoc: OpenCL - Max SP Flops shoc: OpenCL - Bus Speed Download shoc: OpenCL - Bus Speed Readback shoc: OpenCL - Texture Read Bandwidth viennacl: CPU BLAS - sCOPY viennacl: CPU BLAS - sAXPY viennacl: CPU BLAS - sDOT viennacl: CPU BLAS - dCOPY viennacl: CPU BLAS - dAXPY viennacl: CPU BLAS - dDOT viennacl: CPU BLAS - dGEMV-N viennacl: CPU BLAS - dGEMV-T viennacl: CPU BLAS - dGEMM-NN viennacl: CPU BLAS - dGEMM-NT viennacl: CPU BLAS - dGEMM-TN viennacl: CPU BLAS - dGEMM-TT viennacl: OpenCL BLAS - sCOPY viennacl: OpenCL BLAS - sAXPY viennacl: OpenCL BLAS - sDOT viennacl: OpenCL BLAS - dCOPY viennacl: OpenCL BLAS - dAXPY viennacl: OpenCL BLAS - dDOT viennacl: OpenCL BLAS - dGEMV-N viennacl: OpenCL BLAS - dGEMV-T viennacl: OpenCL BLAS - dGEMM-NN viennacl: OpenCL BLAS - dGEMM-NT viennacl: OpenCL BLAS - dGEMM-TN viennacl: OpenCL BLAS - dGEMM-TT vkpeak: fp32-scalar vkpeak: fp32-vec4 vkpeak: fp16-scalar vkpeak: fp16-vec4 vkpeak: fp64-scalar vkpeak: fp64-vec4 vkpeak: int32-scalar vkpeak: int32-vec4 vkpeak: int16-scalar vkpeak: int16-vec4 waifu2x-ncnn: 2x - 3 - Yes nvidiagpucompute20210724_2 1.506 3.110 4.044 18.44 51.99 34.64 388.92 12.37 29.11 22.32 332.56 121.41 44.39 358.0 826.3 744.1 18746.36 37197.39 629.51 813.99 330.1339 6.018 66732000000 22658700000 1155033 2867166667 862367 20.195 51.567 11.19 8.58 10.13 10.79 31.49 414503266.6 0.13265 16.20 5.60 5.26 5.34 5.08 6.80 2.18 17.25 68.72 17.96 14.68 31.97 29.04 18.02 11.78 3090 675.08009 5.826 28.959 3.904 432.866 18.2314 2350.80 44.2095 380.156 8375.79 39748.1 26.3443 27.0771 2126.49 73.6 110 119 25.9 38.9 42.4 49.9 54.1 77.0 72.3 86.3 81.3 360 489 363 596 712 650 230 364 573 576 571 574 19962.06 26349.22 19854.58 38718.59 623.91 628.72 19983.57 19736.83 13086.37 17406.39 3.433 OpenBenchmarking.org
ArrayFire Test: Conjugate Gradient OpenCL OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient OpenCL nvidiagpucompute20210724_2 0.3389 0.6778 1.0167 1.3556 1.6945 SE +/- 0.002, N = 3 1.506 1. (CXX) g++ options: -rdynamic
Betsy GPU Compressor Codec: ETC1 - Quality: Highest OpenBenchmarking.org Seconds, Fewer Is Better Betsy GPU Compressor 1.1 Beta Codec: ETC1 - Quality: Highest nvidiagpucompute20210724_2 0.6998 1.3996 2.0994 2.7992 3.499 SE +/- 0.027, N = 8 3.110 1. (CXX) g++ options: -O3 -O2 -lpthread -ldl
Betsy GPU Compressor Codec: ETC2 RGB - Quality: Highest OpenBenchmarking.org Seconds, Fewer Is Better Betsy GPU Compressor 1.1 Beta Codec: ETC2 RGB - Quality: Highest nvidiagpucompute20210724_2 0.9099 1.8198 2.7297 3.6396 4.5495 SE +/- 0.017, N = 3 4.044 1. (CXX) g++ options: -O3 -O2 -lpthread -ldl
Blender Blend File: BMW27 - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: BMW27 - Compute: CUDA nvidiagpucompute20210724_2 5 10 15 20 25 SE +/- 0.08, N = 3 18.44
Blender Blend File: Classroom - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Classroom - Compute: CUDA nvidiagpucompute20210724_2 12 24 36 48 60 SE +/- 0.02, N = 3 51.99
Blender Blend File: Fishy Cat - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Fishy Cat - Compute: CUDA nvidiagpucompute20210724_2 8 16 24 32 40 SE +/- 0.03, N = 3 34.64
Blender Blend File: Barbershop - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Barbershop - Compute: CUDA nvidiagpucompute20210724_2 80 160 240 320 400 SE +/- 0.76, N = 3 388.92
Blender Blend File: BMW27 - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: BMW27 - Compute: NVIDIA OptiX nvidiagpucompute20210724_2 3 6 9 12 15 SE +/- 2.78, N = 15 12.37
Blender Blend File: Classroom - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Classroom - Compute: NVIDIA OptiX nvidiagpucompute20210724_2 7 14 21 28 35 SE +/- 0.12, N = 3 29.11
Blender Blend File: Fishy Cat - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Fishy Cat - Compute: NVIDIA OptiX nvidiagpucompute20210724_2 5 10 15 20 25 SE +/- 2.78, N = 15 22.32
Blender Blend File: Barbershop - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Barbershop - Compute: NVIDIA OptiX nvidiagpucompute20210724_2 70 140 210 280 350 SE +/- 0.89, N = 3 332.56
Blender Blend File: Pabellon Barcelona - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Pabellon Barcelona - Compute: CUDA nvidiagpucompute20210724_2 30 60 90 120 150 SE +/- 0.06, N = 3 121.41
Blender Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX nvidiagpucompute20210724_2 10 20 30 40 50 SE +/- 0.04, N = 3 44.39
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy nvidiagpucompute20210724_2 80 160 240 320 400 SE +/- 0.03, N = 3 358.0 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read nvidiagpucompute20210724_2 200 400 600 800 1000 SE +/- 0.81, N = 3 826.3 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write nvidiagpucompute20210724_2 160 320 480 640 800 SE +/- 0.21, N = 3 744.1 1. (CC) gcc options: -O2 -flto -lOpenCL
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT nvidiagpucompute20210724_2 4K 8K 12K 16K 20K SE +/- 74.58, N = 3 18746.36 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float nvidiagpucompute20210724_2 8K 16K 24K 32K 40K SE +/- 208.60, N = 3 37197.39 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double nvidiagpucompute20210724_2 140 280 420 560 700 SE +/- 1.62, N = 3 629.51 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth nvidiagpucompute20210724_2 200 400 600 800 1000 SE +/- 0.03, N = 3 813.99 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 nvidiagpucompute20210724_2 70 140 210 280 350 SE +/- 0.42, N = 3 330.13
FinanceBench Benchmark: Black-Scholes OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-07-25 Benchmark: Black-Scholes OpenCL nvidiagpucompute20210724_2 2 4 6 8 10 SE +/- 0.085, N = 14 6.018 1. (CXX) g++ options: -O3 -march=native -fopenmp
Hashcat Benchmark: MD5 OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: MD5 nvidiagpucompute20210724_2 14000M 28000M 42000M 56000M 70000M SE +/- 135322442.09, N = 3 66732000000
Hashcat Benchmark: SHA1 OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: SHA1 nvidiagpucompute20210724_2 5000M 10000M 15000M 20000M 25000M SE +/- 29929305.59, N = 3 22658700000
Hashcat Benchmark: 7-Zip OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: 7-Zip nvidiagpucompute20210724_2 200K 400K 600K 800K 1000K SE +/- 8714.04, N = 3 1155033
Hashcat Benchmark: SHA-512 OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: SHA-512 nvidiagpucompute20210724_2 600M 1200M 1800M 2400M 3000M SE +/- 4699763.59, N = 3 2867166667
Hashcat Benchmark: TrueCrypt RIPEMD160 + XTS OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: TrueCrypt RIPEMD160 + XTS nvidiagpucompute20210724_2 200K 400K 600K 800K 1000K SE +/- 841.30, N = 3 862367
IndigoBench Acceleration: OpenCL GPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom nvidiagpucompute20210724_2 5 10 15 20 25 SE +/- 0.18, N = 3 20.20
IndigoBench Acceleration: OpenCL GPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar nvidiagpucompute20210724_2 12 24 36 48 60 SE +/- 0.05, N = 3 51.57
LuxCoreRender Scene: DLSC - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: DLSC - Acceleration: GPU nvidiagpucompute20210724_2 3 6 9 12 15 SE +/- 0.02, N = 3 11.19 MIN: 10.17 / MAX: 11.58
LuxCoreRender Scene: Danish Mood - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Danish Mood - Acceleration: GPU nvidiagpucompute20210724_2 2 4 6 8 10 SE +/- 0.02, N = 3 8.58 MIN: 2.33 / MAX: 10.35
LuxCoreRender Scene: Orange Juice - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Orange Juice - Acceleration: GPU nvidiagpucompute20210724_2 3 6 9 12 15 SE +/- 0.02, N = 3 10.13 MIN: 8.23 / MAX: 13.57
LuxCoreRender Scene: LuxCore Benchmark - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: LuxCore Benchmark - Acceleration: GPU nvidiagpucompute20210724_2 3 6 9 12 15 SE +/- 0.00, N = 3 10.79 MIN: 3.52 / MAX: 12.76
LuxCoreRender Scene: Rainbow Colors and Prism - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Rainbow Colors and Prism - Acceleration: GPU nvidiagpucompute20210724_2 7 14 21 28 35 SE +/- 0.29, N = 3 31.49 MIN: 28.51 / MAX: 34.26
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU nvidiagpucompute20210724_2 90M 180M 270M 360M 450M SE +/- 4649037.02, N = 3 414503266.6 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms nvidiagpucompute20210724_2 0.0298 0.0596 0.0894 0.1192 0.149 SE +/- 0.00012, N = 3 0.13265
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: Vulkan GPU - Model: mobilenet nvidiagpucompute20210724_2 4 8 12 16 20 SE +/- 0.08, N = 3 16.20 MIN: 15.51 / MAX: 33.03 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 nvidiagpucompute20210724_2 1.26 2.52 3.78 5.04 6.3 SE +/- 0.01, N = 3 5.60 MIN: 5.4 / MAX: 17.77 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 nvidiagpucompute20210724_2 1.1835 2.367 3.5505 4.734 5.9175 SE +/- 0.01, N = 3 5.26 MIN: 5.05 / MAX: 10.71 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: Vulkan GPU - Model: shufflenet-v2 nvidiagpucompute20210724_2 1.2015 2.403 3.6045 4.806 6.0075 SE +/- 0.03, N = 3 5.34 MIN: 5.13 / MAX: 18.59 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: Vulkan GPU - Model: mnasnet nvidiagpucompute20210724_2 1.143 2.286 3.429 4.572 5.715 SE +/- 0.06, N = 3 5.08 MIN: 4.81 / MAX: 10.54 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: Vulkan GPU - Model: efficientnet-b0 nvidiagpucompute20210724_2 2 4 6 8 10 SE +/- 0.03, N = 3 6.80 MIN: 6.56 / MAX: 13.97 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: Vulkan GPU - Model: blazeface nvidiagpucompute20210724_2 0.4905 0.981 1.4715 1.962 2.4525 SE +/- 0.04, N = 3 2.18 MIN: 2.06 / MAX: 2.37 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: Vulkan GPU - Model: googlenet nvidiagpucompute20210724_2 4 8 12 16 20 SE +/- 0.22, N = 3 17.25 MIN: 16.05 / MAX: 24.44 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: Vulkan GPU - Model: vgg16 nvidiagpucompute20210724_2 15 30 45 60 75 SE +/- 0.21, N = 3 68.72 MIN: 67.02 / MAX: 96.51 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: Vulkan GPU - Model: resnet18 nvidiagpucompute20210724_2 4 8 12 16 20 SE +/- 0.15, N = 3 17.96 MIN: 17.36 / MAX: 34.05 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: Vulkan GPU - Model: alexnet nvidiagpucompute20210724_2 4 8 12 16 20 SE +/- 0.05, N = 3 14.68 MIN: 14.13 / MAX: 29.92 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: Vulkan GPU - Model: resnet50 nvidiagpucompute20210724_2 7 14 21 28 35 SE +/- 0.09, N = 3 31.97 MIN: 30.21 / MAX: 59.67 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: Vulkan GPU - Model: yolov4-tiny nvidiagpucompute20210724_2 7 14 21 28 35 SE +/- 0.45, N = 3 29.04 MIN: 26.03 / MAX: 134.3 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: Vulkan GPU - Model: squeezenet_ssd nvidiagpucompute20210724_2 4 8 12 16 20 SE +/- 0.08, N = 3 18.02 MIN: 17.33 / MAX: 24.56 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: Vulkan GPU - Model: regnety_400m nvidiagpucompute20210724_2 3 6 9 12 15 SE +/- 0.06, N = 3 11.78 MIN: 11.4 / MAX: 17.75 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NeatBench Acceleration: GPU OpenBenchmarking.org FPS, More Is Better NeatBench 5 Acceleration: GPU nvidiagpucompute20210724_2 700 1400 2100 2800 3500 3090
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 2020.1 Total Score nvidiagpucompute20210724_2 150 300 450 600 750 675.08
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No nvidiagpucompute20210724_2 1.3109 2.6218 3.9327 5.2436 6.5545 SE +/- 0.013, N = 3 5.826
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes nvidiagpucompute20210724_2 7 14 21 28 35 SE +/- 0.05, N = 3 28.96
Rodinia Test: OpenCL Particle Filter OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Particle Filter nvidiagpucompute20210724_2 0.8784 1.7568 2.6352 3.5136 4.392 SE +/- 0.038, N = 6 3.904 1. (CXX) g++ options: -O2 -lOpenCL
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: S3D OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: S3D nvidiagpucompute20210724_2 90 180 270 360 450 SE +/- 0.17, N = 3 432.87 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Triad OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Triad nvidiagpucompute20210724_2 4 8 12 16 20 SE +/- 0.01, N = 3 18.23 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: FFT SP OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: FFT SP nvidiagpucompute20210724_2 500 1000 1500 2000 2500 SE +/- 0.39, N = 3 2350.80 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: MD5 Hash OpenBenchmarking.org GHash/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: MD5 Hash nvidiagpucompute20210724_2 10 20 30 40 50 SE +/- 0.01, N = 3 44.21 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Reduction OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Reduction nvidiagpucompute20210724_2 80 160 240 320 400 SE +/- 0.11, N = 3 380.16 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: GEMM SGEMM_N OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: GEMM SGEMM_N nvidiagpucompute20210724_2 2K 4K 6K 8K 10K SE +/- 76.30, N = 3 8375.79 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Max SP Flops OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Max SP Flops nvidiagpucompute20210724_2 9K 18K 27K 36K 45K SE +/- 29.90, N = 3 39748.1 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Bus Speed Download OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Download nvidiagpucompute20210724_2 6 12 18 24 30 SE +/- 0.00, N = 3 26.34 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Bus Speed Readback OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Readback nvidiagpucompute20210724_2 6 12 18 24 30 SE +/- 0.00, N = 3 27.08 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Texture Read Bandwidth OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Texture Read Bandwidth nvidiagpucompute20210724_2 500 1000 1500 2000 2500 SE +/- 4.13, N = 3 2126.49 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
ViennaCL Test: CPU BLAS - sCOPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - sCOPY nvidiagpucompute20210724_2 16 32 48 64 80 SE +/- 1.09, N = 12 73.6 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - sAXPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - sAXPY nvidiagpucompute20210724_2 20 40 60 80 100 SE +/- 1.70, N = 12 110 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - sDOT OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - sDOT nvidiagpucompute20210724_2 30 60 90 120 150 SE +/- 2.00, N = 12 119 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dCOPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dCOPY nvidiagpucompute20210724_2 6 12 18 24 30 SE +/- 0.05, N = 12 25.9 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dAXPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dAXPY nvidiagpucompute20210724_2 9 18 27 36 45 SE +/- 0.13, N = 12 38.9 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dDOT OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dDOT nvidiagpucompute20210724_2 10 20 30 40 50 SE +/- 0.08, N = 12 42.4 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dGEMV-N OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dGEMV-N nvidiagpucompute20210724_2 11 22 33 44 55 SE +/- 0.20, N = 12 49.9 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dGEMV-T OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dGEMV-T nvidiagpucompute20210724_2 12 24 36 48 60 SE +/- 0.05, N = 12 54.1 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dGEMM-NN OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-NN nvidiagpucompute20210724_2 20 40 60 80 100 SE +/- 0.42, N = 12 77.0 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dGEMM-NT OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-NT nvidiagpucompute20210724_2 16 32 48 64 80 SE +/- 0.26, N = 12 72.3 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dGEMM-TN OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-TN nvidiagpucompute20210724_2 20 40 60 80 100 SE +/- 0.09, N = 12 86.3 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dGEMM-TT OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-TT nvidiagpucompute20210724_2 20 40 60 80 100 SE +/- 0.29, N = 12 81.3 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - sCOPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - sCOPY nvidiagpucompute20210724_2 80 160 240 320 400 360 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - sAXPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - sAXPY nvidiagpucompute20210724_2 110 220 330 440 550 SE +/- 0.33, N = 3 489 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - sDOT OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - sDOT nvidiagpucompute20210724_2 80 160 240 320 400 SE +/- 0.58, N = 3 363 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dCOPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dCOPY nvidiagpucompute20210724_2 130 260 390 520 650 SE +/- 0.33, N = 3 596 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dAXPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dAXPY nvidiagpucompute20210724_2 150 300 450 600 750 712 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dDOT OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dDOT nvidiagpucompute20210724_2 140 280 420 560 700 SE +/- 0.58, N = 3 650 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMV-N OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-N nvidiagpucompute20210724_2 50 100 150 200 250 SE +/- 0.33, N = 3 230 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMV-T OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-T nvidiagpucompute20210724_2 80 160 240 320 400 SE +/- 0.33, N = 3 364 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMM-NN OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NN nvidiagpucompute20210724_2 120 240 360 480 600 SE +/- 1.33, N = 3 573 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMM-NT OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NT nvidiagpucompute20210724_2 120 240 360 480 600 SE +/- 1.67, N = 3 576 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMM-TN OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TN nvidiagpucompute20210724_2 120 240 360 480 600 SE +/- 1.33, N = 3 571 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMM-TT OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TT nvidiagpucompute20210724_2 120 240 360 480 600 SE +/- 1.33, N = 3 574 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
vkpeak fp32-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-scalar nvidiagpucompute20210724_2 4K 8K 12K 16K 20K SE +/- 93.91, N = 3 19962.06
vkpeak fp32-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-vec4 nvidiagpucompute20210724_2 6K 12K 18K 24K 30K SE +/- 0.19, N = 3 26349.22
vkpeak fp16-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-scalar nvidiagpucompute20210724_2 4K 8K 12K 16K 20K SE +/- 0.22, N = 3 19854.58
vkpeak fp16-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-vec4 nvidiagpucompute20210724_2 8K 16K 24K 32K 40K SE +/- 1.05, N = 3 38718.59
vkpeak fp64-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-scalar nvidiagpucompute20210724_2 130 260 390 520 650 SE +/- 0.01, N = 3 623.91
vkpeak fp64-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-vec4 nvidiagpucompute20210724_2 140 280 420 560 700 SE +/- 0.06, N = 3 628.72
vkpeak int32-scalar OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-scalar nvidiagpucompute20210724_2 4K 8K 12K 16K 20K SE +/- 0.49, N = 3 19983.57
vkpeak int32-vec4 OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-vec4 nvidiagpucompute20210724_2 4K 8K 12K 16K 20K SE +/- 0.24, N = 3 19736.83
vkpeak int16-scalar OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-scalar nvidiagpucompute20210724_2 3K 6K 9K 12K 15K SE +/- 0.20, N = 3 13086.37
vkpeak int16-vec4 OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-vec4 nvidiagpucompute20210724_2 4K 8K 12K 16K 20K SE +/- 4.11, N = 3 17406.39
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes nvidiagpucompute20210724_2 0.7724 1.5448 2.3172 3.0896 3.862 SE +/- 0.005, N = 3 3.433
Phoronix Test Suite v10.8.4