gpu_init_bench AMD Ryzen 5 5600X 6-Core testing with a ASUS TUF GAMING X570-PLUS (4021 BIOS) and NVIDIA GeForce RTX 3070 Ti 8GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2112173-TJ-GPUINITBE99 .
gpu_init_bench Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution qpu_init_bench AMD Ryzen 5 5600X 6-Core @ 3.70GHz (6 Cores / 12 Threads) ASUS TUF GAMING X570-PLUS (4021 BIOS) AMD Starship/Matisse 32GB 250GB Samsung SSD 860 + 1000GB Samsung SSD 870 NVIDIA GeForce RTX 3070 Ti 8GB NVIDIA Device 228b S24E510C Realtek RTL8111/8168/8411 Ubuntu 20.04 5.4.0-42-generic (x86_64) GNOME Shell 3.36.4 X Server 1.20.8 NVIDIA 470.94 4.6.0 OpenCL 3.0 CUDA 11.4.176 1.2.175 GCC 9.3.0 ext4 1920x1080 OpenBenchmarking.org - Transparent Huge Pages: madvise - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --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=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201016 - BAR1 / Visible vRAM Size: 256 MiB - GPU Compute Cores: 6144 - Python 3.8.10 - 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
gpu_init_bench 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 realsr-ncnn: 4x - No realsr-ncnn: 4x - Yes waifu2x-ncnn: 2x - 3 - Yes vkfft: hashcat: MD5 hashcat: SHA1 hashcat: 7-Zip hashcat: SHA-512 hashcat: TrueCrypt RIPEMD160 + XTS 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 cl-mem: Copy cl-mem: Read cl-mem: Write namd-cuda: ATPase Simulation - 327,506 Atoms betsy: ETC1 - Highest betsy: ETC2 RGB - Highest vkresample: 2x - Double vkresample: 2x - Single octanebench: Total Score fahbench: arrayfire: Conjugate Gradient OpenCL luxcorerender: DLSC - GPU luxcorerender: Danish Mood - GPU luxcorerender: Orange Juice - GPU luxcorerender: LuxCore Benchmark - GPU luxcorerender: Rainbow Colors and Prism - GPU financebench: Black-Scholes OpenCL 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 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 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 indigobench: OpenCL GPU - Bedroom indigobench: OpenCL GPU - Supercar mandelgpu: GPU clpeak: Integer Compute INT clpeak: Single-Precision Float clpeak: Double-Precision Double clpeak: Global Memory Bandwidth neatbench: GPU qpu_init_bench 11797.83 15649.98 11830.50 23000.40 369.09 370.28 11763.56 11696.96 7764.50 10277.20 7.309 41.323 3.936 36861 42545333333 13385600000 692400 1705800000 510833 285.061 6.5570 1529.56 26.5055 367.867 4724.99 23442.2 6.3218 6.7638 1982.41 339.1 539.5 521.9 0.20725 4.324 5.827 210.976 13.487 452.528283 263.8503 1.740 6.99 4.50 6.96 5.68 21.33 9.958 24.0 36.2 42.3 19 28.3 33.0 37.3 37.6 32.7 32.3 33.9 33.5 331 433 362 475 526 516 237 368 349 351 348 4.01 1.75 1.99 1.57 1.84 3.00 0.79 3.75 5.05 1.56 1.74 3.53 6.18 4.17 2.25 17.01 34.88 36.95 146.45 9.50 25.15 17.69 84.78 79.58 25.59 13.731 38.642 288849901.7 10822.61 21443.22 371.07 529.63 3070 OpenBenchmarking.org
vkpeak fp32-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-scalar qpu_init_bench 3K 6K 9K 12K 15K SE +/- 43.68, N = 3 11797.83
vkpeak fp32-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-vec4 qpu_init_bench 3K 6K 9K 12K 15K SE +/- 67.94, N = 3 15649.98
vkpeak fp16-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-scalar qpu_init_bench 3K 6K 9K 12K 15K SE +/- 57.78, N = 3 11830.50
vkpeak fp16-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-vec4 qpu_init_bench 5K 10K 15K 20K 25K SE +/- 111.16, N = 3 23000.40
vkpeak fp64-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-scalar qpu_init_bench 80 160 240 320 400 SE +/- 1.14, N = 3 369.09
vkpeak fp64-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-vec4 qpu_init_bench 80 160 240 320 400 SE +/- 0.87, N = 3 370.28
vkpeak int32-scalar OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-scalar qpu_init_bench 3K 6K 9K 12K 15K SE +/- 28.55, N = 3 11763.56
vkpeak int32-vec4 OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-vec4 qpu_init_bench 3K 6K 9K 12K 15K SE +/- 13.74, N = 3 11696.96
vkpeak int16-scalar OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-scalar qpu_init_bench 1700 3400 5100 6800 8500 SE +/- 9.52, N = 3 7764.50
vkpeak int16-vec4 OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-vec4 qpu_init_bench 2K 4K 6K 8K 10K SE +/- 5.67, N = 3 10277.20
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No qpu_init_bench 2 4 6 8 10 SE +/- 0.021, N = 3 7.309
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes qpu_init_bench 9 18 27 36 45 SE +/- 0.08, N = 3 41.32
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 qpu_init_bench 0.8856 1.7712 2.6568 3.5424 4.428 SE +/- 0.016, N = 3 3.936
VkFFT OpenBenchmarking.org Benchmark Score, More Is Better VkFFT 1.1.1 qpu_init_bench 8K 16K 24K 32K 40K SE +/- 425.97, N = 3 36861 1. (CXX) g++ options: -O3 -pthread
Hashcat Benchmark: MD5 OpenBenchmarking.org H/s, More Is Better Hashcat 6.2.4 Benchmark: MD5 qpu_init_bench 9000M 18000M 27000M 36000M 45000M SE +/- 34794843.17, N = 3 42545333333
Hashcat Benchmark: SHA1 OpenBenchmarking.org H/s, More Is Better Hashcat 6.2.4 Benchmark: SHA1 qpu_init_bench 3000M 6000M 9000M 12000M 15000M SE +/- 16104657.71, N = 3 13385600000
Hashcat Benchmark: 7-Zip OpenBenchmarking.org H/s, More Is Better Hashcat 6.2.4 Benchmark: 7-Zip qpu_init_bench 150K 300K 450K 600K 750K SE +/- 1721.43, N = 3 692400
Hashcat Benchmark: SHA-512 OpenBenchmarking.org H/s, More Is Better Hashcat 6.2.4 Benchmark: SHA-512 qpu_init_bench 400M 800M 1200M 1600M 2000M SE +/- 1562049.94, N = 3 1705800000
Hashcat Benchmark: TrueCrypt RIPEMD160 + XTS OpenBenchmarking.org H/s, More Is Better Hashcat 6.2.4 Benchmark: TrueCrypt RIPEMD160 + XTS qpu_init_bench 110K 220K 330K 440K 550K SE +/- 517.47, N = 3 510833
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 qpu_init_bench 60 120 180 240 300 SE +/- 0.11, N = 3 285.06 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 qpu_init_bench 2 4 6 8 10 SE +/- 0.0003, N = 3 6.5570 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 qpu_init_bench 300 600 900 1200 1500 SE +/- 0.89, N = 3 1529.56 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 qpu_init_bench 6 12 18 24 30 SE +/- 0.03, N = 3 26.51 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 qpu_init_bench 80 160 240 320 400 SE +/- 0.06, N = 3 367.87 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 qpu_init_bench 1000 2000 3000 4000 5000 SE +/- 7.78, N = 3 4724.99 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 qpu_init_bench 5K 10K 15K 20K 25K SE +/- 92.62, N = 3 23442.2 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 qpu_init_bench 2 4 6 8 10 SE +/- 0.0005, N = 3 6.3218 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 qpu_init_bench 2 4 6 8 10 SE +/- 0.0000, N = 3 6.7638 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 qpu_init_bench 400 800 1200 1600 2000 SE +/- 4.03, N = 3 1982.41 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy qpu_init_bench 70 140 210 280 350 SE +/- 0.55, N = 3 339.1 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 qpu_init_bench 120 240 360 480 600 SE +/- 0.27, N = 3 539.5 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 qpu_init_bench 110 220 330 440 550 SE +/- 0.42, N = 3 521.9 1. (CC) gcc options: -O2 -flto -lOpenCL
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms qpu_init_bench 0.0466 0.0932 0.1398 0.1864 0.233 SE +/- 0.00067, N = 3 0.20725
Betsy GPU Compressor Codec: ETC1 - Quality: Highest OpenBenchmarking.org Seconds, Fewer Is Better Betsy GPU Compressor 1.1 Beta Codec: ETC1 - Quality: Highest qpu_init_bench 0.9729 1.9458 2.9187 3.8916 4.8645 SE +/- 0.010, N = 3 4.324 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 qpu_init_bench 1.3111 2.6222 3.9333 5.2444 6.5555 SE +/- 0.006, N = 3 5.827 1. (CXX) g++ options: -O3 -O2 -lpthread -ldl
VkResample Upscale: 2x - Precision: Double OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Double qpu_init_bench 50 100 150 200 250 SE +/- 0.11, N = 3 210.98 1. (CXX) g++ options: -O3 -pthread
VkResample Upscale: 2x - Precision: Single OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Single qpu_init_bench 3 6 9 12 15 SE +/- 0.01, N = 3 13.49 1. (CXX) g++ options: -O3 -pthread
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 2020.1 Total Score qpu_init_bench 100 200 300 400 500 452.53
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 qpu_init_bench 60 120 180 240 300 SE +/- 0.02, N = 3 263.85
ArrayFire Test: Conjugate Gradient OpenCL OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient OpenCL qpu_init_bench 0.3915 0.783 1.1745 1.566 1.9575 SE +/- 0.001, N = 3 1.740 1. (CXX) g++ options: -rdynamic
LuxCoreRender Scene: DLSC - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: DLSC - Acceleration: GPU qpu_init_bench 2 4 6 8 10 SE +/- 0.02, N = 3 6.99 MIN: 6.68 / MAX: 7.18
LuxCoreRender Scene: Danish Mood - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Danish Mood - Acceleration: GPU qpu_init_bench 1.0125 2.025 3.0375 4.05 5.0625 SE +/- 0.04, N = 15 4.50 MIN: 0.71 / MAX: 6.11
LuxCoreRender Scene: Orange Juice - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Orange Juice - Acceleration: GPU qpu_init_bench 2 4 6 8 10 SE +/- 0.01, N = 3 6.96 MIN: 4.8 / MAX: 8.67
LuxCoreRender Scene: LuxCore Benchmark - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: LuxCore Benchmark - Acceleration: GPU qpu_init_bench 1.278 2.556 3.834 5.112 6.39 SE +/- 0.02, N = 3 5.68 MIN: 1.34 / MAX: 7.29
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 qpu_init_bench 5 10 15 20 25 SE +/- 0.06, N = 3 21.33 MIN: 20.63 / MAX: 23.14
FinanceBench Benchmark: Black-Scholes OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-07-25 Benchmark: Black-Scholes OpenCL qpu_init_bench 3 6 9 12 15 SE +/- 0.063, N = 14 9.958 1. (CXX) g++ options: -O3 -march=native -fopenmp
ViennaCL Test: CPU BLAS - sCOPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - sCOPY qpu_init_bench 6 12 18 24 30 SE +/- 0.06, N = 3 24.0 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 qpu_init_bench 8 16 24 32 40 SE +/- 0.03, N = 3 36.2 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 qpu_init_bench 10 20 30 40 50 SE +/- 0.06, N = 3 42.3 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 qpu_init_bench 5 10 15 20 25 19 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 qpu_init_bench 7 14 21 28 35 SE +/- 0.06, N = 3 28.3 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 qpu_init_bench 8 16 24 32 40 SE +/- 0.03, N = 3 33.0 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 qpu_init_bench 9 18 27 36 45 SE +/- 0.00, N = 3 37.3 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 qpu_init_bench 9 18 27 36 45 SE +/- 0.03, N = 3 37.6 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 qpu_init_bench 8 16 24 32 40 SE +/- 0.09, N = 3 32.7 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 qpu_init_bench 8 16 24 32 40 SE +/- 0.09, N = 3 32.3 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 qpu_init_bench 8 16 24 32 40 SE +/- 0.07, N = 3 33.9 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 qpu_init_bench 8 16 24 32 40 SE +/- 0.07, N = 3 33.5 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 qpu_init_bench 70 140 210 280 350 331 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 qpu_init_bench 90 180 270 360 450 SE +/- 0.33, N = 3 433 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 qpu_init_bench 80 160 240 320 400 SE +/- 0.88, N = 3 362 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 qpu_init_bench 100 200 300 400 500 475 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 qpu_init_bench 110 220 330 440 550 526 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 qpu_init_bench 110 220 330 440 550 516 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 qpu_init_bench 50 100 150 200 250 SE +/- 0.33, N = 3 237 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 qpu_init_bench 80 160 240 320 400 SE +/- 0.58, N = 3 368 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 qpu_init_bench 80 160 240 320 400 SE +/- 0.88, N = 3 349 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 qpu_init_bench 80 160 240 320 400 SE +/- 1.00, N = 2 351 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 qpu_init_bench 80 160 240 320 400 348 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: mobilenet qpu_init_bench 0.9023 1.8046 2.7069 3.6092 4.5115 SE +/- 0.00, N = 3 4.01 MIN: 3.97 / MAX: 4.32 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 20210720 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 qpu_init_bench 0.3938 0.7876 1.1814 1.5752 1.969 SE +/- 0.00, N = 3 1.75 MIN: 1.72 / MAX: 5.21 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 20210720 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 qpu_init_bench 0.4478 0.8956 1.3434 1.7912 2.239 SE +/- 0.01, N = 3 1.99 MIN: 1.94 / MAX: 2.82 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: shufflenet-v2 qpu_init_bench 0.3533 0.7066 1.0599 1.4132 1.7665 SE +/- 0.01, N = 3 1.57 MIN: 1.54 / MAX: 1.96 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: mnasnet qpu_init_bench 0.414 0.828 1.242 1.656 2.07 SE +/- 0.00, N = 3 1.84 MIN: 1.82 / MAX: 2.57 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: efficientnet-b0 qpu_init_bench 0.675 1.35 2.025 2.7 3.375 SE +/- 0.01, N = 3 3.00 MIN: 2.95 / MAX: 3.21 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: blazeface qpu_init_bench 0.1778 0.3556 0.5334 0.7112 0.889 SE +/- 0.00, N = 3 0.79 MIN: 0.77 / MAX: 1.11 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: googlenet qpu_init_bench 0.8438 1.6876 2.5314 3.3752 4.219 SE +/- 0.08, N = 3 3.75 MIN: 3.52 / MAX: 5.8 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: vgg16 qpu_init_bench 1.1363 2.2726 3.4089 4.5452 5.6815 SE +/- 0.01, N = 3 5.05 MIN: 4.98 / MAX: 11.13 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: resnet18 qpu_init_bench 0.351 0.702 1.053 1.404 1.755 SE +/- 0.02, N = 2 1.56 MIN: 1.53 / MAX: 7.22 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: alexnet qpu_init_bench 0.3915 0.783 1.1745 1.566 1.9575 SE +/- 0.00, N = 3 1.74 MIN: 1.71 / MAX: 1.89 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: resnet50 qpu_init_bench 0.7943 1.5886 2.3829 3.1772 3.9715 SE +/- 0.00, N = 3 3.53 MIN: 3.5 / MAX: 4.15 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: yolov4-tiny qpu_init_bench 2 4 6 8 10 SE +/- 0.01, N = 3 6.18 MIN: 6.12 / MAX: 6.34 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: squeezenet_ssd qpu_init_bench 0.9383 1.8766 2.8149 3.7532 4.6915 SE +/- 0.02, N = 3 4.17 MIN: 4.08 / MAX: 4.59 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: regnety_400m qpu_init_bench 0.5063 1.0126 1.5189 2.0252 2.5315 SE +/- 0.00, N = 3 2.25 MIN: 2.23 / MAX: 2.44 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
Blender Blend File: BMW27 - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.0 Blend File: BMW27 - Compute: CUDA qpu_init_bench 4 8 12 16 20 SE +/- 0.03, N = 3 17.01
Blender Blend File: Classroom - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.0 Blend File: Classroom - Compute: CUDA qpu_init_bench 8 16 24 32 40 SE +/- 0.03, N = 3 34.88
Blender Blend File: Fishy Cat - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.0 Blend File: Fishy Cat - Compute: CUDA qpu_init_bench 8 16 24 32 40 SE +/- 0.02, N = 3 36.95
Blender Blend File: Barbershop - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.0 Blend File: Barbershop - Compute: CUDA qpu_init_bench 30 60 90 120 150 SE +/- 0.14, N = 3 146.45
Blender Blend File: BMW27 - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.0 Blend File: BMW27 - Compute: NVIDIA OptiX qpu_init_bench 3 6 9 12 15 SE +/- 0.06, N = 13 9.50
Blender Blend File: Classroom - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.0 Blend File: Classroom - Compute: NVIDIA OptiX qpu_init_bench 6 12 18 24 30 SE +/- 0.21, N = 3 25.15
Blender Blend File: Fishy Cat - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.0 Blend File: Fishy Cat - Compute: NVIDIA OptiX qpu_init_bench 4 8 12 16 20 SE +/- 0.22, N = 4 17.69
Blender Blend File: Barbershop - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.0 Blend File: Barbershop - Compute: NVIDIA OptiX qpu_init_bench 20 40 60 80 100 SE +/- 0.09, N = 3 84.78
Blender Blend File: Pabellon Barcelona - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.0 Blend File: Pabellon Barcelona - Compute: CUDA qpu_init_bench 20 40 60 80 100 SE +/- 0.11, N = 3 79.58
Blender Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.0 Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX qpu_init_bench 6 12 18 24 30 SE +/- 0.01, N = 3 25.59
IndigoBench Acceleration: OpenCL GPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom qpu_init_bench 4 8 12 16 20 SE +/- 0.00, N = 3 13.73
IndigoBench Acceleration: OpenCL GPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar qpu_init_bench 9 18 27 36 45 SE +/- 0.00, N = 3 38.64
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU qpu_init_bench 60M 120M 180M 240M 300M SE +/- 1171216.16, N = 3 288849901.7 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT qpu_init_bench 2K 4K 6K 8K 10K SE +/- 9.79, N = 3 10822.61 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 qpu_init_bench 5K 10K 15K 20K 25K SE +/- 43.35, N = 3 21443.22 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 qpu_init_bench 80 160 240 320 400 SE +/- 0.45, N = 3 371.07 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 qpu_init_bench 110 220 330 440 550 SE +/- 0.02, N = 3 529.63 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
NeatBench Acceleration: GPU OpenBenchmarking.org FPS, More Is Better NeatBench 5 Acceleration: GPU qpu_init_bench 700 1400 2100 2800 3500 3070
Phoronix Test Suite v10.8.4