7700k xmas

Intel Core i7-7700K testing with a MSI Z270-A PRO (MS-7A71) v1.0 (1.60 BIOS) and MSI Intel HD 630 3GB on Ubuntu 20.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2012230-HA-7700KXMAS04&grs.

7700k xmasProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLCompilerFile-SystemScreen Resolution1234Intel Core i7-7700K @ 4.50GHz (4 Cores / 8 Threads)MSI Z270-A PRO (MS-7A71) v1.0 (1.60 BIOS)Intel Xeon E3-1200 v6/7th + Z27016GB256GB Samsung SSD 850MSI Intel HD 630 3GB (1150MHz)Realtek ALC892LG Ultra HDRealtek RTL8111/8168/8411Ubuntu 20.045.9.0-050900rc8daily20201011-generic (x86_64) 20201010GNOME ShellX Server 1.20.8modesetting 1.20.84.6 Mesa 20.0.4OpenCL 2.1GCC 9.3.0ext43840x2160OpenBenchmarking.orgCompiler 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: intel_pstate powersave - CPU Microcode: 0xde - Thermald 1.9.1Security Details- 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable

7700k xmasclomp: Static OMP Speedupvkmark: 1920 x 1080vkresample: 2x - Singlencnn: Vulkan GPU - yolov4-tinyvkmark: 2560 x 1440vkresample: 2x - Doubleencode-ape: WAV To APEncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - resnet18vkmark: 3840 x 2160ncnn: Vulkan GPU - blazefacevkfft: ncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - efficientnet-b0ncnn: Vulkan GPU - mobilenetncnn: CPU - mobilenetncnn: Vulkan GPU - googlenetbuild2: Time To Compilencnn: CPU - squeezenet_ssdncnn: Vulkan GPU - resnet50ncnn: CPU - mnasnetncnn: CPU - regnety_400mbuild-eigen: Time To Compilencnn: Vulkan GPU - squeezenet_ssdncnn: CPU - resnet50ncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - alexnetncnn: CPU - alexnetncnn: CPU - shufflenet-v2ncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - efficientnet-b0ncnn: CPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - mnasnetncnn: CPU - yolov4-tinyncnn: CPU - resnet18ncnn: CPU - googlenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: CPU - vgg16ncnn: Vulkan GPU - shufflenet-v2encode-opus: WAV To Opus Encodeencode-wavpack: WAV To WavPackncnn: CPU - blazeface12341.5736405.46831.95429940.22310.9425.1216.761892.0414566.258.4823.5023.6616.91221.72625.1735.815.1813.3373.80825.1835.8613.3314.5814.637.4670.518.495.125.1932.1016.7616.966.2870.647.468.52114.4362.041.5729400.00632.11428948.49110.9445.1416.761892.0414546.288.5023.6123.5616.98222.61425.2735.955.2013.3574.05425.2535.9013.3214.5914.597.4870.678.505.135.1832.0616.7716.946.2870.717.468.51314.4322.041.6717397.07432.53425949.02210.8975.1516.781882.0414496.288.4923.5723.6116.96222.04325.2335.945.1913.3474.03725.2335.9213.3314.6214.627.4770.608.515.125.1932.0416.7616.936.2970.677.478.51914.4312.041.6723401.18532.04426942.63310.8735.1416.851882.0514506.278.5223.5523.5616.96222.10825.2335.935.1913.3874.04225.2635.9713.2914.6014.597.4670.688.515.135.1932.0516.7916.946.2870.747.468.52414.4322.04OpenBenchmarking.org

CLOMP

Static OMP Speedup

OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP Speedup12340.360.721.081.441.8SE +/- 0.01, N = 15SE +/- 0.01, N = 15SE +/- 0.00, N = 3SE +/- 0.02, N = 51.51.51.61.61. (CC) gcc options: -fopenmp -O3 -lm

VKMark

Resolution: 1920 x 1080

OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 1920 x 10801234160320480640800SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 1.73, N = 3SE +/- 2.33, N = 37367297177231. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: Single123490180270360450SE +/- 0.08, N = 3SE +/- 0.73, N = 3SE +/- 0.12, N = 3SE +/- 0.87, N = 3405.47400.01397.07401.191. (CXX) g++ options: -O3 -pthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tiny1234816243240SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.46, N = 3SE +/- 0.01, N = 331.9532.1132.5332.04MIN: 31.81 / MAX: 32.57MIN: 31.97 / MAX: 34.78MIN: 31.97 / MAX: 233.21MIN: 31.95 / MAX: 34.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

VKMark

Resolution: 2560 x 1440

OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 2560 x 14401234901802703604504294284254261. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF

VkResample

Upscale: 2x - Precision: Double

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: Double12342004006008001000SE +/- 0.19, N = 3SE +/- 1.03, N = 3SE +/- 2.27, N = 3SE +/- 0.07, N = 3940.22948.49949.02942.631. (CXX) g++ options: -O3 -pthread

Monkey Audio Encoding

WAV To APE

OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APE12343691215SE +/- 0.04, N = 5SE +/- 0.04, N = 5SE +/- 0.02, N = 5SE +/- 0.01, N = 510.9410.9410.9010.871. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v312341.15882.31763.47644.63525.794SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 35.125.145.155.14MIN: 5.05 / MAX: 7.75MIN: 5.07 / MAX: 6.71MIN: 5.08 / MAX: 6.89MIN: 5.07 / MAX: 6.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18123448121620SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 316.7616.7616.7816.85MIN: 16.66 / MAX: 19.05MIN: 16.68 / MAX: 16.89MIN: 16.71 / MAX: 16.91MIN: 16.69 / MAX: 39.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

VKMark

Resolution: 3840 x 2160

OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 3840 x 2160123440801201602001891891881881. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazeface12340.46130.92261.38391.84522.3065SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.042.042.042.05MIN: 2.02 / MAX: 2.06MIN: 2.01 / MAX: 2.07MIN: 2.02 / MAX: 2.07MIN: 2.02 / MAX: 2.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

VkFFT

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1123430060090012001500SE +/- 2.65, N = 3SE +/- 0.58, N = 3SE +/- 2.00, N = 3SE +/- 1.33, N = 314561454144914501. (CXX) g++ options: -O3 -pthread

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v21234246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 36.256.286.286.27MIN: 6.16 / MAX: 7.52MIN: 6.18 / MAX: 7.79MIN: 6.19 / MAX: 7.7MIN: 6.17 / MAX: 7.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b01234246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 38.488.508.498.52MIN: 8.45 / MAX: 8.74MIN: 8.46 / MAX: 8.73MIN: 8.46 / MAX: 10.57MIN: 8.47 / MAX: 8.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenet1234612182430SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 323.5023.6123.5723.55MIN: 23.39 / MAX: 33.46MIN: 23.45 / MAX: 25.78MIN: 23.46 / MAX: 33.16MIN: 23.47 / MAX: 24.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenet1234612182430SE +/- 0.14, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 323.6623.5623.6123.56MIN: 23.44 / MAX: 24.73MIN: 23.46 / MAX: 26.45MIN: 23.46 / MAX: 48.21MIN: 23.48 / MAX: 24.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenet123448121620SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 316.9116.9816.9616.96MIN: 16.85 / MAX: 17.23MIN: 16.91 / MAX: 26.67MIN: 16.9 / MAX: 19.18MIN: 16.9 / MAX: 20.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To Compile123450100150200250SE +/- 0.31, N = 3SE +/- 0.69, N = 3SE +/- 0.73, N = 3SE +/- 0.17, N = 3221.73222.61222.04222.11

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssd1234612182430SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 325.1725.2725.2325.23MIN: 25.07 / MAX: 25.82MIN: 25.13 / MAX: 27.83MIN: 25.11 / MAX: 34.19MIN: 25.16 / MAX: 27.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet501234816243240SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 335.8135.9535.9435.93MIN: 35.66 / MAX: 38.97MIN: 35.78 / MAX: 60.74MIN: 35.8 / MAX: 45.56MIN: 35.8 / MAX: 39.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnet12341.172.343.514.685.85SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.185.205.195.19MIN: 5.13 / MAX: 6.69MIN: 5.16 / MAX: 7.77MIN: 5.15 / MAX: 6.6MIN: 5.14 / MAX: 7.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400m12343691215SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 313.3313.3513.3413.38MIN: 13.26 / MAX: 14.06MIN: 13.26 / MAX: 22.93MIN: 13.27 / MAX: 13.93MIN: 13.27 / MAX: 22.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Timed Eigen Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To Compile12341632486480SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 373.8174.0574.0474.04

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssd1234612182430SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 325.1825.2525.2325.26MIN: 25.08 / MAX: 35.35MIN: 25.11 / MAX: 26.88MIN: 25.17 / MAX: 26MIN: 25.13 / MAX: 33.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet501234816243240SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 335.8635.9035.9235.97MIN: 35.73 / MAX: 44.84MIN: 35.8 / MAX: 37.92MIN: 35.81 / MAX: 37.27MIN: 35.86 / MAX: 45.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400m12343691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 313.3313.3213.3313.29MIN: 13.26 / MAX: 13.42MIN: 13.26 / MAX: 13.6MIN: 13.24 / MAX: 13.94MIN: 13.21 / MAX: 13.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnet123448121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 314.5814.5914.6214.60MIN: 14.51 / MAX: 17.02MIN: 14.51 / MAX: 14.83MIN: 14.53 / MAX: 21.69MIN: 14.52 / MAX: 17.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnet123448121620SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 314.6314.5914.6214.59MIN: 14.53 / MAX: 29.78MIN: 14.51 / MAX: 16.25MIN: 14.49 / MAX: 24.18MIN: 14.52 / MAX: 15.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v21234246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 37.467.487.477.46MIN: 7.4 / MAX: 9.04MIN: 7.44 / MAX: 10.03MIN: 7.4 / MAX: 19.31MIN: 7.41 / MAX: 9.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg1612341632486480SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 370.5170.6770.6070.68MIN: 70.26 / MAX: 78.71MIN: 70.43 / MAX: 79.96MIN: 70.44 / MAX: 73.45MIN: 70.52 / MAX: 80.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b01234246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 38.498.508.518.51MIN: 8.45 / MAX: 18.05MIN: 8.47 / MAX: 11.15MIN: 8.47 / MAX: 8.58MIN: 8.47 / MAX: 8.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v312341.15432.30863.46294.61725.7715SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.125.135.125.13MIN: 5.07 / MAX: 6.48MIN: 5.08 / MAX: 6.62MIN: 5.08 / MAX: 6.72MIN: 5.07 / MAX: 6.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnet12341.16782.33563.50344.67125.839SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.195.185.195.19MIN: 5.13 / MAX: 6.87MIN: 5.13 / MAX: 6.61MIN: 5.14 / MAX: 6.66MIN: 5.14 / MAX: 6.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tiny1234714212835SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 332.1032.0632.0432.05MIN: 31.86 / MAX: 34.44MIN: 31.95 / MAX: 41.64MIN: 31.94 / MAX: 32.89MIN: 31.97 / MAX: 34.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18123448121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 316.7616.7716.7616.79MIN: 16.68 / MAX: 18.1MIN: 16.7 / MAX: 18.6MIN: 16.68 / MAX: 17.78MIN: 16.69 / MAX: 19.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenet123448121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 316.9616.9416.9316.94MIN: 16.88 / MAX: 19.38MIN: 16.88 / MAX: 18.26MIN: 16.87 / MAX: 19.68MIN: 16.88 / MAX: 17.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v21234246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 36.286.286.296.28MIN: 6.17 / MAX: 9.28MIN: 6.19 / MAX: 7.73MIN: 6.18 / MAX: 8.74MIN: 6.19 / MAX: 7.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg1612341632486480SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 370.6470.7170.6770.74MIN: 70.47 / MAX: 74.56MIN: 70.48 / MAX: 80.39MIN: 70.5 / MAX: 74.77MIN: 70.52 / MAX: 79.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v21234246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 37.467.467.477.46MIN: 7.41 / MAX: 9.15MIN: 7.4 / MAX: 9.61MIN: 7.39 / MAX: 15.84MIN: 7.4 / MAX: 9.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Opus Codec Encoding

WAV To Opus Encode

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus Encode1234246810SE +/- 0.002, N = 5SE +/- 0.002, N = 5SE +/- 0.003, N = 5SE +/- 0.008, N = 58.5218.5138.5198.5241. (CXX) g++ options: -fvisibility=hidden -logg -lm

WavPack Audio Encoding

WAV To WavPack

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPack123448121620SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 514.4414.4314.4314.431. (CXX) g++ options: -rdynamic

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazeface12340.4590.9181.3771.8362.295SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.042.042.042.04MIN: 2.02 / MAX: 2.08MIN: 2.02 / MAX: 2.66MIN: 2.02 / MAX: 2.07MIN: 2.02 / MAX: 2.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Phoronix Test Suite v10.8.4