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.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2012230-HA-7700KXMAS04
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Audio Encoding 3 Tests
Timed Code Compilation 2 Tests
Creator Workloads 3 Tests
Encoding 3 Tests
Multi-Core 2 Tests
NVIDIA GPU Compute 3 Tests
Programmer / Developer System Benchmarks 2 Tests
Vulkan Compute 3 Tests

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December 22 2020
  3 Hours, 48 Minutes
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December 22 2020
  3 Hours, 48 Minutes
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December 23 2020
  3 Hours, 33 Minutes
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December 23 2020
  3 Hours, 35 Minutes
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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

1234Result OverviewPhoronix Test Suite 10.2.2100%102%103%105%CLOMPVKMarkMonkey Audio EncodingVkResampleVkFFTBuild2Timed Eigen CompilationNCNNOpus Codec EncodingWavPack Audio Encoding

7700k xmasvkfft: vkresample: 2x - Doublevkresample: 2x - Singlevkmark: 1920 x 1080vkmark: 2560 x 1440vkmark: 3840 x 2160clomp: Static OMP Speedupbuild2: Time To Compilebuild-eigen: Time To Compileencode-ape: WAV To APEencode-opus: WAV To Opus Encodencnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mencode-wavpack: WAV To WavPack12341456940.223405.4687364291891.5221.72673.80810.9428.52123.666.255.127.465.188.482.0416.9670.6416.7614.6335.8632.1025.1713.3323.506.285.127.465.198.492.0416.9170.5116.7614.5835.8131.9525.1813.3314.4361454948.491400.0067294281891.5222.61474.05410.9448.51323.566.285.137.485.208.502.0416.9470.7116.7714.5935.9032.0625.2713.3523.616.285.147.465.188.502.0416.9870.6716.7614.5935.9532.1125.2513.3214.4321449949.022397.0747174251881.6222.04374.03710.8978.51923.616.285.127.475.198.492.0416.9370.6716.7614.6235.9232.0425.2313.3423.576.295.157.475.198.512.0416.9670.6016.7814.6235.9432.5325.2313.3314.4311450942.633401.1857234261881.6222.10874.04210.8738.52423.566.275.137.465.198.522.0416.9470.7416.7914.5935.9732.0525.2313.3823.556.285.147.465.198.512.0516.9670.6816.8514.6035.9332.0425.2613.2914.432OpenBenchmarking.org

VkFFT

VkFFT is a Fast Fourier Transform (FFT) Library that is GPU accelerated by means of the Vulkan API. The VkFFT benchmark runs FFT performance differences of many different sizes before returning an overall benchmark score. Learn more via the OpenBenchmarking.org test page.

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
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1123430060090012001500Min: 1452 / Avg: 1456 / Max: 1461Min: 1453 / Avg: 1454 / Max: 1455Min: 1445 / Avg: 1449 / Max: 1451Min: 1447 / Avg: 1449.67 / Max: 14511. (CXX) g++ options: -O3 -pthread

VkResample

VkResample is a Vulkan-based image upscaling library based on VkFFT. The sample input file is upscaling a 4K image to 8K using Vulkan-based GPU acceleration. Learn more via the OpenBenchmarking.org test page.

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
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: Double1234170340510680850Min: 939.93 / Avg: 940.22 / Max: 940.59Min: 946.59 / Avg: 948.49 / Max: 950.14Min: 946.74 / Avg: 949.02 / Max: 953.56Min: 942.5 / Avg: 942.63 / Max: 942.731. (CXX) g++ options: -O3 -pthread

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
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: Single123470140210280350Min: 405.33 / Avg: 405.47 / Max: 405.59Min: 399.17 / Avg: 400.01 / Max: 401.47Min: 396.91 / Avg: 397.07 / Max: 397.31Min: 399.55 / Avg: 401.18 / Max: 402.511. (CXX) g++ options: -O3 -pthread

VKMark

VKMark is a collection of Vulkan tests/benchmarks. Learn more via the OpenBenchmarking.org test page.

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
OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 1920 x 10801234130260390520650Min: 735 / Avg: 736 / Max: 737Min: 728 / Avg: 729 / Max: 730Min: 714 / Avg: 717 / Max: 720Min: 719 / Avg: 722.67 / Max: 7271. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF

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

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

CLOMP

CLOMP is the C version of the Livermore OpenMP benchmark developed to measure OpenMP overheads and other performance impacts due to threading in order to influence future system designs. This particular test profile configuration is currently set to look at the OpenMP static schedule speed-up across all available CPU cores using the recommended test configuration. Learn more via the OpenBenchmarking.org test page.

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
OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP Speedup1234246810Min: 1.5 / Avg: 1.54 / Max: 1.6Min: 1.5 / Avg: 1.54 / Max: 1.6Min: 1.6 / Avg: 1.6 / Max: 1.6Min: 1.5 / Avg: 1.58 / Max: 1.61. (CC) gcc options: -fopenmp -O3 -lm

Build2

This test profile measures the time to bootstrap/install the build2 C++ build toolchain from source. Build2 is a cross-platform build toolchain for C/C++ code and features Cargo-like features. Learn more via the OpenBenchmarking.org test page.

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
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To Compile12344080120160200Min: 221.38 / Avg: 221.73 / Max: 222.35Min: 221.23 / Avg: 222.61 / Max: 223.4Min: 220.6 / Avg: 222.04 / Max: 222.94Min: 221.78 / Avg: 222.11 / Max: 222.37

Timed Eigen Compilation

This test times how long it takes to build all Eigen examples. The Eigen examples are compiled serially. Eigen is a C++ template library for linear algebra. Learn more via the OpenBenchmarking.org test page.

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
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To Compile12341428425670Min: 73.75 / Avg: 73.81 / Max: 73.87Min: 74.04 / Avg: 74.05 / Max: 74.06Min: 73.96 / Avg: 74.04 / Max: 74.18Min: 73.99 / Avg: 74.04 / Max: 74.07

Monkey Audio Encoding

This test times how long it takes to encode a sample WAV file to Monkey's Audio APE format. Learn more via the OpenBenchmarking.org test page.

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
OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APE12343691215Min: 10.87 / Avg: 10.94 / Max: 11.08Min: 10.85 / Avg: 10.94 / Max: 11.01Min: 10.86 / Avg: 10.9 / Max: 10.95Min: 10.85 / Avg: 10.87 / Max: 10.911. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

Opus Codec Encoding

Opus is an open audio codec. Opus is a lossy audio compression format designed primarily for interactive real-time applications over the Internet. This test uses Opus-Tools and measures the time required to encode a WAV file to Opus. Learn more via the OpenBenchmarking.org test page.

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
OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus Encode12343691215Min: 8.52 / Avg: 8.52 / Max: 8.53Min: 8.51 / Avg: 8.51 / Max: 8.52Min: 8.51 / Avg: 8.52 / Max: 8.53Min: 8.51 / Avg: 8.52 / Max: 8.551. (CXX) g++ options: -fvisibility=hidden -logg -lm

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenet1234612182430Min: 23.51 / Avg: 23.66 / Max: 23.94Min: 23.53 / Avg: 23.56 / Max: 23.59Min: 23.53 / Avg: 23.61 / Max: 23.7Min: 23.55 / Avg: 23.56 / Max: 23.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v212343691215Min: 6.22 / Avg: 6.25 / Max: 6.27Min: 6.25 / Avg: 6.28 / Max: 6.29Min: 6.26 / Avg: 6.28 / Max: 6.29Min: 6.25 / Avg: 6.27 / Max: 6.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v31234246810Min: 5.1 / Avg: 5.12 / Max: 5.13Min: 5.11 / Avg: 5.13 / Max: 5.15Min: 5.1 / Avg: 5.12 / Max: 5.14Min: 5.1 / Avg: 5.13 / Max: 5.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v212343691215Min: 7.45 / Avg: 7.46 / Max: 7.47Min: 7.46 / Avg: 7.48 / Max: 7.51Min: 7.44 / Avg: 7.47 / Max: 7.5Min: 7.46 / Avg: 7.46 / Max: 7.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnet1234246810Min: 5.17 / Avg: 5.18 / Max: 5.19Min: 5.18 / Avg: 5.2 / Max: 5.21Min: 5.17 / Avg: 5.19 / Max: 5.2Min: 5.18 / Avg: 5.19 / Max: 5.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b012343691215Min: 8.47 / Avg: 8.48 / Max: 8.49Min: 8.49 / Avg: 8.5 / Max: 8.51Min: 8.48 / Avg: 8.49 / Max: 8.51Min: 8.5 / Avg: 8.52 / Max: 8.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazeface1234246810Min: 2.04 / Avg: 2.04 / Max: 2.04Min: 2.04 / Avg: 2.04 / Max: 2.05Min: 2.03 / Avg: 2.04 / Max: 2.04Min: 2.04 / Avg: 2.04 / Max: 2.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenet123448121620Min: 16.95 / Avg: 16.96 / Max: 16.98Min: 16.93 / Avg: 16.94 / Max: 16.95Min: 16.93 / Avg: 16.93 / Max: 16.94Min: 16.93 / Avg: 16.94 / Max: 16.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg1612341428425670Min: 70.59 / Avg: 70.64 / Max: 70.72Min: 70.61 / Avg: 70.71 / Max: 70.82Min: 70.65 / Avg: 70.67 / Max: 70.71Min: 70.68 / Avg: 70.74 / Max: 70.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18123448121620Min: 16.75 / Avg: 16.76 / Max: 16.77Min: 16.76 / Avg: 16.77 / Max: 16.78Min: 16.74 / Avg: 16.76 / Max: 16.8Min: 16.78 / Avg: 16.79 / Max: 16.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnet123448121620Min: 14.6 / Avg: 14.63 / Max: 14.69Min: 14.57 / Avg: 14.59 / Max: 14.6Min: 14.57 / Avg: 14.62 / Max: 14.67Min: 14.58 / Avg: 14.59 / Max: 14.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet501234816243240Min: 35.84 / Avg: 35.86 / Max: 35.87Min: 35.88 / Avg: 35.9 / Max: 35.92Min: 35.89 / Avg: 35.92 / Max: 35.94Min: 35.94 / Avg: 35.97 / Max: 36.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tiny1234714212835Min: 31.92 / Avg: 32.1 / Max: 32.32Min: 32.04 / Avg: 32.06 / Max: 32.07Min: 32.01 / Avg: 32.04 / Max: 32.08Min: 32.03 / Avg: 32.05 / Max: 32.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssd1234612182430Min: 25.15 / Avg: 25.17 / Max: 25.19Min: 25.21 / Avg: 25.27 / Max: 25.33Min: 25.19 / Avg: 25.23 / Max: 25.25Min: 25.22 / Avg: 25.23 / Max: 25.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400m123448121620Min: 13.31 / Avg: 13.33 / Max: 13.36Min: 13.31 / Avg: 13.35 / Max: 13.37Min: 13.32 / Avg: 13.34 / Max: 13.39Min: 13.31 / Avg: 13.38 / Max: 13.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenet1234612182430Min: 23.49 / Avg: 23.5 / Max: 23.51Min: 23.53 / Avg: 23.61 / Max: 23.76Min: 23.57 / Avg: 23.57 / Max: 23.58Min: 23.54 / Avg: 23.55 / Max: 23.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v212343691215Min: 6.27 / Avg: 6.28 / Max: 6.29Min: 6.28 / Avg: 6.28 / Max: 6.29Min: 6.28 / Avg: 6.29 / Max: 6.3Min: 6.28 / Avg: 6.28 / Max: 6.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v31234246810Min: 5.12 / Avg: 5.12 / Max: 5.13Min: 5.13 / Avg: 5.14 / Max: 5.14Min: 5.14 / Avg: 5.15 / Max: 5.15Min: 5.13 / Avg: 5.14 / Max: 5.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v212343691215Min: 7.45 / Avg: 7.46 / Max: 7.47Min: 7.45 / Avg: 7.46 / Max: 7.46Min: 7.45 / Avg: 7.47 / Max: 7.49Min: 7.44 / Avg: 7.46 / Max: 7.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnet1234246810Min: 5.19 / Avg: 5.19 / Max: 5.19Min: 5.16 / Avg: 5.18 / Max: 5.2Min: 5.17 / Avg: 5.19 / Max: 5.21Min: 5.17 / Avg: 5.19 / Max: 5.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b012343691215Min: 8.47 / Avg: 8.49 / Max: 8.53Min: 8.49 / Avg: 8.5 / Max: 8.52Min: 8.5 / Avg: 8.51 / Max: 8.52Min: 8.5 / Avg: 8.51 / Max: 8.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazeface1234246810Min: 2.04 / Avg: 2.04 / Max: 2.04Min: 2.03 / Avg: 2.04 / Max: 2.04Min: 2.04 / Avg: 2.04 / Max: 2.04Min: 2.04 / Avg: 2.05 / Max: 2.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenet123448121620Min: 16.9 / Avg: 16.91 / Max: 16.93Min: 16.96 / Avg: 16.98 / Max: 17.01Min: 16.94 / Avg: 16.96 / Max: 16.98Min: 16.94 / Avg: 16.96 / Max: 16.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg1612341428425670Min: 70.4 / Avg: 70.51 / Max: 70.6Min: 70.61 / Avg: 70.67 / Max: 70.71Min: 70.58 / Avg: 70.6 / Max: 70.63Min: 70.65 / Avg: 70.68 / Max: 70.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18123448121620Min: 16.75 / Avg: 16.76 / Max: 16.78Min: 16.74 / Avg: 16.76 / Max: 16.79Min: 16.77 / Avg: 16.78 / Max: 16.79Min: 16.74 / Avg: 16.85 / Max: 17.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnet123448121620Min: 14.56 / Avg: 14.58 / Max: 14.6Min: 14.58 / Avg: 14.59 / Max: 14.62Min: 14.6 / Avg: 14.62 / Max: 14.64Min: 14.58 / Avg: 14.6 / Max: 14.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet501234816243240Min: 35.78 / Avg: 35.81 / Max: 35.84Min: 35.89 / Avg: 35.95 / Max: 36.04Min: 35.91 / Avg: 35.94 / Max: 35.97Min: 35.92 / Avg: 35.93 / Max: 35.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tiny1234714212835Min: 31.91 / Avg: 31.95 / Max: 32Min: 32.05 / Avg: 32.11 / Max: 32.15Min: 32.04 / Avg: 32.53 / Max: 33.44Min: 32.03 / Avg: 32.04 / Max: 32.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssd1234612182430Min: 25.16 / Avg: 25.18 / Max: 25.2Min: 25.21 / Avg: 25.25 / Max: 25.31Min: 25.21 / Avg: 25.23 / Max: 25.25Min: 25.24 / Avg: 25.26 / Max: 25.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400m123448121620Min: 13.31 / Avg: 13.33 / Max: 13.35Min: 13.3 / Avg: 13.32 / Max: 13.34Min: 13.28 / Avg: 13.33 / Max: 13.35Min: 13.26 / Avg: 13.29 / Max: 13.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

WavPack Audio Encoding

This test times how long it takes to encode a sample WAV file to WavPack format with very high quality settings. Learn more via the OpenBenchmarking.org test page.

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
OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPack123448121620Min: 14.43 / Avg: 14.44 / Max: 14.44Min: 14.43 / Avg: 14.43 / Max: 14.44Min: 14.43 / Avg: 14.43 / Max: 14.44Min: 14.43 / Avg: 14.43 / Max: 14.441. (CXX) g++ options: -rdynamic