firstrun-vulkan-compute-funkotron 2 x Intel Xeon E5-2673 v3 testing with a Dell 0NK5PH (A34 BIOS) and Gigabyte NVIDIA GeForce GTX 1650 SUPER 4GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2203309-NE-FIRSTRUNV61 .
firstrun-vulkan-compute-funkotron Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution firstrun-vulkan-compute-funkotron 2 x Intel Xeon E5-2673 v3 @ 3.10GHz (24 Cores / 48 Threads) Dell 0NK5PH (A34 BIOS) Intel Xeon E7 v3/Xeon 64GB 240GB KINGSTON SA1000M8240G + 2 x 400GB S630DC-400 Gigabyte NVIDIA GeForce GTX 1650 SUPER 4GB Realtek ALC3220 DELL S2209W Intel I217-LM + Intel I210 Ubuntu 20.04 5.13.0-35-generic (x86_64) GNOME Shell 3.36.7 X Server 1.20.13 NVIDIA 470.103.01 4.6.0 OpenCL 3.0 CUDA 11.4.189 1.2.175 GCC 9.4.0 + CUDA 11.2 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-Av3uEd/gcc-9-9.4.0/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: intel_cpufreq ondemand - CPU Microcode: 0x46 - BAR1 / Visible vRAM Size: 256 MiB - itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
firstrun-vulkan-compute-funkotron 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 - No waifu2x-ncnn: 2x - 3 - Yes vkfft: betsy: ETC1 - Highest betsy: ETC2 RGB - Highest vkresample: 2x - Double vkresample: 2x - Single 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 firstrun-vulkan-compute-funkotron 4650.37 4631.06 4626.56 9012.09 147.28 147.79 4609.46 4524.96 2965.98 3910.34 53.511 283.873 5.120 13.133 22966 13.581 20.408 527.568 47.700 65.18 25.61 25.98 27.12 25.42 23.97 23.18 21.81 37.37 24.46 25.61 23.05 67.00 64.98 27.24 OpenBenchmarking.org
vkpeak fp32-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-scalar firstrun-vulkan-compute-funkotron 1000 2000 3000 4000 5000 SE +/- 64.62, N = 3 4650.37
vkpeak fp32-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-vec4 firstrun-vulkan-compute-funkotron 1000 2000 3000 4000 5000 SE +/- 58.20, N = 3 4631.06
vkpeak fp16-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-scalar firstrun-vulkan-compute-funkotron 1000 2000 3000 4000 5000 SE +/- 62.01, N = 3 4626.56
vkpeak fp16-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-vec4 firstrun-vulkan-compute-funkotron 2K 4K 6K 8K 10K SE +/- 72.55, N = 3 9012.09
vkpeak fp64-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-scalar firstrun-vulkan-compute-funkotron 30 60 90 120 150 SE +/- 0.40, N = 3 147.28
vkpeak fp64-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-vec4 firstrun-vulkan-compute-funkotron 30 60 90 120 150 SE +/- 0.37, N = 3 147.79
vkpeak int32-scalar OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-scalar firstrun-vulkan-compute-funkotron 1000 2000 3000 4000 5000 SE +/- 45.40, N = 3 4609.46
vkpeak int32-vec4 OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-vec4 firstrun-vulkan-compute-funkotron 1000 2000 3000 4000 5000 SE +/- 12.29, N = 3 4524.96
vkpeak int16-scalar OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-scalar firstrun-vulkan-compute-funkotron 600 1200 1800 2400 3000 SE +/- 31.15, N = 3 2965.98
vkpeak int16-vec4 OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-vec4 firstrun-vulkan-compute-funkotron 800 1600 2400 3200 4000 SE +/- 73.08, N = 3 3910.34
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No firstrun-vulkan-compute-funkotron 12 24 36 48 60 SE +/- 0.19, N = 3 53.51
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes firstrun-vulkan-compute-funkotron 60 120 180 240 300 SE +/- 1.36, N = 3 283.87
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: No firstrun-vulkan-compute-funkotron 1.152 2.304 3.456 4.608 5.76 SE +/- 0.047, N = 3 5.120
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 firstrun-vulkan-compute-funkotron 3 6 9 12 15 SE +/- 0.02, N = 3 13.13
VkFFT OpenBenchmarking.org Benchmark Score, More Is Better VkFFT 1.1.1 firstrun-vulkan-compute-funkotron 5K 10K 15K 20K 25K SE +/- 26.35, N = 3 22966 1. (CXX) g++ options: -O3 -pthread
Betsy GPU Compressor Codec: ETC1 - Quality: Highest OpenBenchmarking.org Seconds, Fewer Is Better Betsy GPU Compressor 1.1 Beta Codec: ETC1 - Quality: Highest firstrun-vulkan-compute-funkotron 3 6 9 12 15 SE +/- 0.30, N = 15 13.58 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 firstrun-vulkan-compute-funkotron 5 10 15 20 25 SE +/- 0.22, N = 3 20.41 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 firstrun-vulkan-compute-funkotron 110 220 330 440 550 SE +/- 0.69, N = 3 527.57 1. (CXX) g++ options: -O3 -pthread
VkResample Upscale: 2x - Precision: Single OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Single firstrun-vulkan-compute-funkotron 11 22 33 44 55 SE +/- 0.04, N = 3 47.70 1. (CXX) g++ options: -O3 -pthread
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: mobilenet firstrun-vulkan-compute-funkotron 15 30 45 60 75 SE +/- 0.35, N = 3 65.18 MIN: 53.46 / MAX: 79.2 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 firstrun-vulkan-compute-funkotron 6 12 18 24 30 SE +/- 0.68, N = 3 25.61 MIN: 14.29 / MAX: 37.33 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 firstrun-vulkan-compute-funkotron 6 12 18 24 30 SE +/- 0.55, N = 3 25.98 MIN: 18.45 / MAX: 36.03 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 firstrun-vulkan-compute-funkotron 6 12 18 24 30 SE +/- 0.20, N = 3 27.12 MIN: 18.61 / MAX: 40.17 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 firstrun-vulkan-compute-funkotron 6 12 18 24 30 SE +/- 0.34, N = 3 25.42 MIN: 18.44 / MAX: 39.3 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 firstrun-vulkan-compute-funkotron 6 12 18 24 30 SE +/- 1.75, N = 3 23.97 MIN: 10.24 / MAX: 39.9 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 firstrun-vulkan-compute-funkotron 6 12 18 24 30 SE +/- 0.18, N = 3 23.18 MIN: 15.2 / MAX: 32.53 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 firstrun-vulkan-compute-funkotron 5 10 15 20 25 SE +/- 0.59, N = 3 21.81 MIN: 13.42 / MAX: 47.77 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 firstrun-vulkan-compute-funkotron 9 18 27 36 45 SE +/- 0.19, N = 3 37.37 MIN: 29.5 / MAX: 48.98 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 firstrun-vulkan-compute-funkotron 6 12 18 24 30 SE +/- 1.43, N = 3 24.46 MIN: 10.43 / MAX: 43.67 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 firstrun-vulkan-compute-funkotron 6 12 18 24 30 SE +/- 0.36, N = 3 25.61 MIN: 17.87 / MAX: 42.86 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 firstrun-vulkan-compute-funkotron 6 12 18 24 30 SE +/- 0.25, N = 3 23.05 MIN: 15.57 / MAX: 32 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 firstrun-vulkan-compute-funkotron 15 30 45 60 75 SE +/- 0.26, N = 3 67.00 MIN: 39.58 / MAX: 88.49 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 firstrun-vulkan-compute-funkotron 14 28 42 56 70 SE +/- 0.14, N = 3 64.98 MIN: 47.19 / MAX: 95.65 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 firstrun-vulkan-compute-funkotron 6 12 18 24 30 SE +/- 0.20, N = 3 27.24 MIN: 19.71 / MAX: 37.88 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
Phoronix Test Suite v10.8.4