ngc rtx 3090 AMD Ryzen 9 5900X 12-Core testing with a ASUS ROG CROSSHAIR VIII HERO (3402 BIOS) and NVIDIA GeForce RTX 3090 24GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2104059-IB-NGCRTX30939&sro .
ngc rtx 3090 Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution 1 2 3 AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads) ASUS ROG CROSSHAIR VIII HERO (3402 BIOS) AMD Starship/Matisse 16GB 1000GB Sabrent Rocket 4.0 Plus + 2000GB NVIDIA GeForce RTX 3090 24GB NVIDIA Device 1aef ASUS VP28U Realtek RTL8125 2.5GbE + Intel I211 Ubuntu 20.04 5.8.0-48-generic (x86_64) GNOME Shell 3.36.7 X Server 1.20.9 NVIDIA 460.67 4.6.0 OpenCL 1.2 CUDA 11.2.162 1.2.155 GCC 9.3.0 + CUDA 11.2 ext4 3840x2160 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - --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 Processor Details - Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009 OpenCL Details - GPU Compute Cores: 10496 Python Details - 1: Python 3.8.5 Security 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
ngc rtx 3090 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 mixbench: OpenCL - Integer mixbench: OpenCL - Double Precision mixbench: OpenCL - Single Precision 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 gromacs-gpu: Water Benchmark 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 redshift: luxcorerender-cl: DLSC luxcorerender-cl: Food luxcorerender-cl: LuxCore Benchmark luxcorerender-cl: Rainbow Colors and Prism fahbench: lczero: OpenCL rodinia: OpenCL Particle Filter arrayfire: Conjugate Gradient OpenCL 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 indigobench: OpenCL GPU - Bedroom indigobench: OpenCL GPU - Supercar 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 mandelgpu: GPU clpeak: Integer Compute INT clpeak: Single-Precision Float clpeak: Double-Precision Double clpeak: Global Memory Bandwidth v-ray: NVIDIA RTX GPU v-ray: NVIDIA CUDA GPU viennacl: OpenCL BLAS - dGEMM-TT 1 2 3 5.866 29.623 3.439 43686 66413233333 22583233333 1149333 2853033333 846967 20685.77 496.29 34053.47 428.916 25.4764 2347.21 44.1934 390.957 8202.75 39924.9 26.3101 26.3585 2224.01 9.643 363.5 825.3 742.0 0.12884 3.040 4.054 122.795 9.282 680.723023 141 11.20 4.70 9.08 26.12 343.6182 39148 3.743 1.477 6.234 62.6 91.6 136 22.8 33.4 43.8 77.8 83.2 53.5 52.9 56.7 55.3 366 504 375 607 722 650 237 378 603 605 601 12.78 4.42 4.11 4.78 4.12 5.69 1.88 13.16 55.24 13.98 11.06 24.75 21.92 14.93 16.75 20.865 52.929 18.35 51.42 34.60 373.50 9.76 30.52 20.43 335.89 120.48 46.68 466253751.5 17922.35 35173.57 654.89 810.12 2601 1963 5.867 29.598 3.444 43194 66432866667 22585700000 1144667 2851266667 845867 19683.19 467.53 34079.35 430.512 25.4634 2342.08 43.9588 389.899 8272.77 39799.6 26.3106 26.3873 2226.47 9.670 363.0 825.9 740.8 0.12599 3.015 4.049 122.873 9.284 680.186086 141 11.17 4.68 9.13 26.29 344.7206 38996 3.729 1.491 6.265 62.5 91.5 138 22.5 33.3 43.2 78.1 83.1 53.2 52.9 56.5 55.1 364 503 374 607 722 651 237 376 602 604 600 12.92 4.45 4.18 4.77 4.04 5.57 1.83 13.11 56.10 13.65 11.08 24.60 21.99 15.19 16.74 20.870 52.720 18.36 51.42 34.61 374.21 9.77 30.33 20.42 335.87 120.49 46.72 468356717.8 17951.73 35204.07 657.03 813.37 2610 1963 605 5.845 29.574 3.440 44750 66617033333 22665866667 1147133 2857366667 849167 20677.83 459.26 35867.33 429.952 25.4698 2344.26 44.0181 391.275 8229.33 OpenBenchmarking.org
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No 1 2 3 1.3201 2.6402 3.9603 5.2804 6.6005 SE +/- 0.079, N = 3 SE +/- 0.071, N = 4 SE +/- 0.079, N = 3 5.866 5.867 5.845
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes 1 2 3 7 14 21 28 35 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 29.62 29.60 29.57
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 1 2 3 0.7749 1.5498 2.3247 3.0996 3.8745 SE +/- 0.007, N = 3 SE +/- 0.013, N = 3 SE +/- 0.008, N = 3 3.439 3.444 3.440
VkFFT OpenBenchmarking.org Benchmark Score, More Is Better VkFFT 1.1.1 1 2 3 10K 20K 30K 40K 50K SE +/- 463.57, N = 5 SE +/- 334.75, N = 3 SE +/- 562.76, N = 3 43686 43194 44750 1. (CXX) g++ options: -O3 -pthread
Hashcat Benchmark: MD5 OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: MD5 1 2 3 14000M 28000M 42000M 56000M 70000M SE +/- 73641979.27, N = 3 SE +/- 75053099.72, N = 3 SE +/- 55041388.47, N = 3 66413233333 66432866667 66617033333
Hashcat Benchmark: SHA1 OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: SHA1 1 2 3 5000M 10000M 15000M 20000M 25000M SE +/- 20398229.77, N = 3 SE +/- 18693403.47, N = 3 SE +/- 19772062.22, N = 3 22583233333 22585700000 22665866667
Hashcat Benchmark: 7-Zip OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: 7-Zip 1 2 3 200K 400K 600K 800K 1000K SE +/- 1071.34, N = 3 SE +/- 3483.45, N = 3 SE +/- 3069.38, N = 3 1149333 1144667 1147133
Hashcat Benchmark: SHA-512 OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: SHA-512 1 2 3 600M 1200M 1800M 2400M 3000M SE +/- 3284475.27, N = 3 SE +/- 2406472.75, N = 3 SE +/- 2834509.56, N = 3 2853033333 2851266667 2857366667
Hashcat Benchmark: TrueCrypt RIPEMD160 + XTS OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: TrueCrypt RIPEMD160 + XTS 1 2 3 200K 400K 600K 800K 1000K SE +/- 1168.09, N = 3 SE +/- 88.19, N = 3 SE +/- 883.80, N = 3 846967 845867 849167
Mixbench Backend: OpenCL - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer 1 2 3 4K 8K 12K 16K 20K SE +/- 8.12, N = 3 SE +/- 404.51, N = 12 SE +/- 13.56, N = 3 20685.77 19683.19 20677.83 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: OpenCL - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision 1 2 3 110 220 330 440 550 SE +/- 9.28, N = 15 SE +/- 0.00, N = 3 SE +/- 5.63, N = 3 496.29 467.53 459.26 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: OpenCL - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision 1 2 3 8K 16K 24K 32K 40K SE +/- 22.01, N = 3 SE +/- 17.98, N = 3 SE +/- 623.98, N = 15 34053.47 34079.35 35867.33 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
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 1 2 3 90 180 270 360 450 SE +/- 0.34, N = 3 SE +/- 0.47, N = 3 SE +/- 1.17, N = 3 428.92 430.51 429.95 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 1 2 3 6 12 18 24 30 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 25.48 25.46 25.47 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 1 2 3 500 1000 1500 2000 2500 SE +/- 1.05, N = 3 SE +/- 1.31, N = 3 SE +/- 2.35, N = 3 2347.21 2342.08 2344.26 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 1 2 3 10 20 30 40 50 SE +/- 0.12, N = 3 SE +/- 0.00, N = 3 SE +/- 0.18, N = 3 44.19 43.96 44.02 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 1 2 3 80 160 240 320 400 SE +/- 0.08, N = 3 SE +/- 0.10, N = 3 SE +/- 0.08, N = 3 390.96 389.90 391.28 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 1 2 3 2K 4K 6K 8K 10K SE +/- 88.75, N = 4 SE +/- 86.21, N = 4 SE +/- 65.52, N = 3 8202.75 8272.77 8229.33 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 1 2 9K 18K 27K 36K 45K SE +/- 222.52, N = 3 SE +/- 353.13, N = 3 39924.9 39799.6 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 1 2 6 12 18 24 30 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 26.31 26.31 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 1 2 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 26.36 26.39 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 1 2 500 1000 1500 2000 2500 SE +/- 2.03, N = 3 SE +/- 2.17, N = 3 2224.01 2226.47 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark 1 2 3 6 9 12 15 SE +/- 0.061, N = 3 SE +/- 0.017, N = 3 9.643 9.670 1. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy 1 2 80 160 240 320 400 SE +/- 0.20, N = 3 SE +/- 0.17, N = 3 363.5 363.0 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 1 2 200 400 600 800 1000 SE +/- 0.52, N = 3 SE +/- 0.67, N = 3 825.3 825.9 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 1 2 160 320 480 640 800 SE +/- 0.38, N = 3 SE +/- 0.75, N = 3 742.0 740.8 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 1 2 0.029 0.058 0.087 0.116 0.145 SE +/- 0.00063, N = 3 SE +/- 0.00057, N = 3 0.12884 0.12599
Betsy GPU Compressor Codec: ETC1 - Quality: Highest OpenBenchmarking.org Seconds, Fewer Is Better Betsy GPU Compressor 1.1 Beta Codec: ETC1 - Quality: Highest 1 2 0.684 1.368 2.052 2.736 3.42 SE +/- 0.014, N = 3 SE +/- 0.016, N = 3 3.040 3.015 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 1 2 0.9122 1.8244 2.7366 3.6488 4.561 SE +/- 0.029, N = 3 SE +/- 0.017, N = 3 4.054 4.049 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 1 2 30 60 90 120 150 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 122.80 122.87 1. (CXX) g++ options: -O3 -pthread
VkResample Upscale: 2x - Precision: Single OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Single 1 2 3 6 9 12 15 SE +/- 0.006, N = 3 SE +/- 0.005, N = 3 9.282 9.284 1. (CXX) g++ options: -O3 -pthread
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 2020.1 Total Score 1 2 150 300 450 600 750 680.72 680.19
RedShift Demo OpenBenchmarking.org Seconds, Fewer Is Better RedShift Demo 3.0 1 2 30 60 90 120 150 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 141 141
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC 1 2 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 11.20 11.17 MIN: 10.85 / MAX: 11.44 MIN: 10.84 / MAX: 11.33
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food 1 2 1.0575 2.115 3.1725 4.23 5.2875 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 4.70 4.68 MIN: 0.33 / MAX: 5.9 MIN: 0.3 / MAX: 5.88
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark 1 2 3 6 9 12 15 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 9.08 9.13 MIN: 0.23 / MAX: 10.56 MIN: 0.23 / MAX: 10.53
LuxCoreRender OpenCL Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism 1 2 6 12 18 24 30 SE +/- 0.08, N = 3 SE +/- 0.03, N = 3 26.12 26.29 MIN: 23.66 / MAX: 27.71 MIN: 23.57 / MAX: 27.71
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 1 2 70 140 210 280 350 SE +/- 0.11, N = 3 SE +/- 0.21, N = 3 343.62 344.72
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: OpenCL 1 2 8K 16K 24K 32K 40K SE +/- 165.32, N = 3 SE +/- 192.20, N = 3 39148 38996 1. (CXX) g++ options: -flto -pthread
Rodinia Test: OpenCL Particle Filter OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Particle Filter 1 2 0.8422 1.6844 2.5266 3.3688 4.211 SE +/- 0.027, N = 3 SE +/- 0.012, N = 3 3.743 3.729 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
ArrayFire Test: Conjugate Gradient OpenCL OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient OpenCL 1 2 0.3355 0.671 1.0065 1.342 1.6775 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 1.477 1.491 1. (CXX) g++ options: -rdynamic
FinanceBench Benchmark: Black-Scholes OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-07-25 Benchmark: Black-Scholes OpenCL 1 2 2 4 6 8 10 SE +/- 0.020, N = 3 SE +/- 0.003, N = 3 6.234 6.265 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 1 2 14 28 42 56 70 SE +/- 0.49, N = 3 SE +/- 0.61, N = 3 62.6 62.5 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 1 2 20 40 60 80 100 SE +/- 2.08, N = 3 SE +/- 2.72, N = 3 91.6 91.5 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 1 2 30 60 90 120 150 SE +/- 1.67, N = 3 SE +/- 3.18, N = 3 136 138 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 1 2 5 10 15 20 25 SE +/- 0.17, N = 3 SE +/- 0.63, N = 3 22.8 22.5 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 1 2 8 16 24 32 40 SE +/- 1.09, N = 3 SE +/- 0.90, N = 3 33.4 33.3 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 1 2 10 20 30 40 50 SE +/- 0.84, N = 3 SE +/- 1.32, N = 3 43.8 43.2 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 1 2 20 40 60 80 100 SE +/- 0.26, N = 3 SE +/- 0.26, N = 3 77.8 78.1 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 1 2 20 40 60 80 100 SE +/- 0.12, N = 3 SE +/- 0.47, N = 3 83.2 83.1 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 1 2 12 24 36 48 60 SE +/- 0.64, N = 3 SE +/- 0.75, N = 3 53.5 53.2 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 1 2 12 24 36 48 60 SE +/- 0.34, N = 3 SE +/- 0.18, N = 3 52.9 52.9 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 1 2 13 26 39 52 65 SE +/- 0.06, N = 3 SE +/- 0.15, N = 3 56.7 56.5 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 1 2 12 24 36 48 60 SE +/- 0.06, N = 3 SE +/- 0.15, N = 3 55.3 55.1 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 1 2 80 160 240 320 400 SE +/- 0.67, N = 3 366 364 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 1 2 110 220 330 440 550 504 503 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 1 2 80 160 240 320 400 SE +/- 0.88, N = 3 375 374 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 1 2 130 260 390 520 650 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 607 607 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 1 2 160 320 480 640 800 SE +/- 0.58, N = 3 SE +/- 0.33, N = 3 722 722 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 1 2 140 280 420 560 700 SE +/- 0.33, N = 3 650 651 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 1 2 50 100 150 200 250 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 237 237 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 1 2 80 160 240 320 400 SE +/- 0.67, N = 3 378 376 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 1 2 130 260 390 520 650 SE +/- 1.67, N = 3 SE +/- 1.20, N = 3 603 602 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 1 2 130 260 390 520 650 SE +/- 1.53, N = 3 SE +/- 1.67, N = 3 605 604 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 1 2 130 260 390 520 650 SE +/- 1.33, N = 3 SE +/- 1.53, N = 3 601 600 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: mobilenet 1 2 3 6 9 12 15 SE +/- 0.14, N = 3 SE +/- 0.09, N = 3 12.78 12.92 MIN: 11.91 / MAX: 28.97 MIN: 12.1 / MAX: 29.15 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 1 2 1.0013 2.0026 3.0039 4.0052 5.0065 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 4.42 4.45 MIN: 4.08 / MAX: 17.92 MIN: 4.12 / MAX: 6.86 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 1 2 0.9405 1.881 2.8215 3.762 4.7025 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 4.11 4.18 MIN: 3.79 / MAX: 6 MIN: 3.89 / MAX: 28.81 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: shufflenet-v2 1 2 1.0755 2.151 3.2265 4.302 5.3775 SE +/- 0.08, N = 3 SE +/- 0.04, N = 3 4.78 4.77 MIN: 4.44 / MAX: 5.97 MIN: 4.53 / MAX: 6.88 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: mnasnet 1 2 0.927 1.854 2.781 3.708 4.635 SE +/- 0.00, N = 3 SE +/- 0.13, N = 3 4.12 4.04 MIN: 3.76 / MAX: 27.78 MIN: 3.67 / MAX: 25.57 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: efficientnet-b0 1 2 1.2803 2.5606 3.8409 5.1212 6.4015 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 5.69 5.57 MIN: 5.25 / MAX: 7.81 MIN: 5.16 / MAX: 23.76 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: blazeface 1 2 0.423 0.846 1.269 1.692 2.115 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 1.88 1.83 MIN: 1.74 / MAX: 3.19 MIN: 1.72 / MAX: 2.92 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: googlenet 1 2 3 6 9 12 15 SE +/- 0.18, N = 3 SE +/- 0.08, N = 3 13.16 13.11 MIN: 12.01 / MAX: 35.57 MIN: 11.82 / MAX: 48.41 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: vgg16 1 2 13 26 39 52 65 SE +/- 0.23, N = 3 SE +/- 0.20, N = 3 55.24 56.10 MIN: 51.44 / MAX: 87.52 MIN: 51.69 / MAX: 136.04 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: resnet18 1 2 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.16, N = 3 13.98 13.65 MIN: 12.86 / MAX: 46.72 MIN: 12.7 / MAX: 30.04 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: alexnet 1 2 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 11.06 11.08 MIN: 10.13 / MAX: 35.54 MIN: 10.15 / MAX: 28.07 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: resnet50 1 2 6 12 18 24 30 SE +/- 0.24, N = 3 SE +/- 0.05, N = 3 24.75 24.60 MIN: 22.52 / MAX: 45.66 MIN: 23.3 / MAX: 51.24 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: yolov4-tiny 1 2 5 10 15 20 25 SE +/- 0.28, N = 3 SE +/- 0.08, N = 3 21.92 21.99 MIN: 19.58 / MAX: 55.4 MIN: 19.81 / MAX: 50.11 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: squeezenet_ssd 1 2 4 8 12 16 20 SE +/- 0.18, N = 3 SE +/- 0.13, N = 3 14.93 15.19 MIN: 13.47 / MAX: 53.36 MIN: 13.88 / MAX: 66.94 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: regnety_400m 1 2 4 8 12 16 20 SE +/- 0.29, N = 3 SE +/- 0.16, N = 3 16.75 16.74 MIN: 15.48 / MAX: 39.93 MIN: 15.52 / MAX: 52.59 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
IndigoBench Acceleration: OpenCL GPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom 1 2 5 10 15 20 25 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 20.87 20.87
IndigoBench Acceleration: OpenCL GPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar 1 2 12 24 36 48 60 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 52.93 52.72
Blender Blend File: BMW27 - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: BMW27 - Compute: CUDA 1 2 5 10 15 20 25 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 18.35 18.36
Blender Blend File: Classroom - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Classroom - Compute: CUDA 1 2 12 24 36 48 60 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 51.42 51.42
Blender Blend File: Fishy Cat - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Fishy Cat - Compute: CUDA 1 2 8 16 24 32 40 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 34.60 34.61
Blender Blend File: Barbershop - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Barbershop - Compute: CUDA 1 2 80 160 240 320 400 SE +/- 0.19, N = 3 SE +/- 0.37, N = 3 373.50 374.21
Blender Blend File: BMW27 - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: BMW27 - Compute: NVIDIA OptiX 1 2 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 9.76 9.77
Blender Blend File: Classroom - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Classroom - Compute: NVIDIA OptiX 1 2 7 14 21 28 35 SE +/- 0.08, N = 3 SE +/- 0.15, N = 3 30.52 30.33
Blender Blend File: Fishy Cat - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Fishy Cat - Compute: NVIDIA OptiX 1 2 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 20.43 20.42
Blender Blend File: Barbershop - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Barbershop - Compute: NVIDIA OptiX 1 2 70 140 210 280 350 SE +/- 0.72, N = 3 SE +/- 0.22, N = 3 335.89 335.87
Blender Blend File: Pabellon Barcelona - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Pabellon Barcelona - Compute: CUDA 1 2 30 60 90 120 150 SE +/- 0.05, N = 3 SE +/- 0.07, N = 3 120.48 120.49
Blender Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX 1 2 11 22 33 44 55 SE +/- 0.12, N = 3 SE +/- 0.08, N = 3 46.68 46.72
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU 1 2 100M 200M 300M 400M 500M SE +/- 4478729.17, N = 3 SE +/- 4569465.07, N = 5 466253751.5 468356717.8 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 1 2 4K 8K 12K 16K 20K SE +/- 138.19, N = 3 SE +/- 168.52, N = 7 17922.35 17951.73 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 1 2 8K 16K 24K 32K 40K SE +/- 51.98, N = 3 SE +/- 21.78, N = 3 35173.57 35204.07 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 1 2 140 280 420 560 700 SE +/- 0.01, N = 3 SE +/- 0.12, N = 3 654.89 657.03 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 1 2 200 400 600 800 1000 SE +/- 3.33, N = 3 SE +/- 0.07, N = 3 810.12 813.37 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
Chaos Group V-RAY Mode: NVIDIA RTX GPU OpenBenchmarking.org vrays, More Is Better Chaos Group V-RAY 5 Mode: NVIDIA RTX GPU 1 2 600 1200 1800 2400 3000 SE +/- 6.17, N = 3 SE +/- 8.62, N = 3 2601 2610
Chaos Group V-RAY Mode: NVIDIA CUDA GPU OpenBenchmarking.org vpaths, More Is Better Chaos Group V-RAY 5 Mode: NVIDIA CUDA GPU 1 2 400 800 1200 1600 2000 1963 1963
ViennaCL Test: OpenCL BLAS - dGEMM-TT OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TT 2 130 260 390 520 650 SE +/- 0.50, N = 2 605 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
Phoronix Test Suite v10.8.4