3900XT

AMD Ryzen 9 3900XT 12-Core testing with a MSI MEG X570 GODLIKE (MS-7C34) v1.0 (1.94 BIOS) and AMD Radeon RX 56/64 8GB 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 2009257-PTS-3900XT1234
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3900XTProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen Resolution123AMD Ryzen 9 3900XT 12-Core @ 3.80GHz (12 Cores / 24 Threads)MSI MEG X570 GODLIKE (MS-7C34) v1.0 (1.94 BIOS)AMD Starship/Matisse16GB500GB Seagate FireCuda 520 SSD ZP500GM30002AMD Radeon RX 56/64 8GB (1630/945MHz)AMD Vega 10 HDMI AudioASUS MG28URealtek Device 2600 + Realtek Device 3000 + Intel Wi-Fi 6 AX200Ubuntu 20.045.9.0-050900rc6daily20200922-generic (x86_64) 20200921GNOME Shell 3.36.4X Server 1.20.8amdgpu 19.1.04.6 Mesa 20.3.0-devel (git-31f75aa 2020-08-28 focal-oibaf-ppa) (LLVM 10.0.1)GCC 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,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 ondemand - CPU Microcode: 0x8701021Graphics Details- GLAMORSecurity 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 STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

123Result OverviewPhoronix Test Suite100%101%102%102%103%dcraweSpeak-NG Speech EngineWebP Image EncodeTNNMPVRealSR-NCNNNCNN

3900XTrealsr-ncnn: 4x - Norealsr-ncnn: 4x - Yeswebp: Defaultwebp: Quality 100webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressiondcraw: RAW To PPM Image Conversionespeak: Text-To-Speech Synthesismpv: Big Buck Bunny Sunflower 4K - Software Onlympv: Big Buck Bunny Sunflower 1080p - Software Onlyncnn: CPU - squeezenetncnn: 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: Vulkan GPU - squeezenetncnn: 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-tinytnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.11239.88963.5711.3932.12915.2426.79432.16938.10426.506644.022129.6115.7416.195.364.734.854.796.561.9116.8666.5916.0615.9927.2227.774.707.742.503.512.272.6810.600.865.6611.562.083.915.9610.76245.474227.2629.76363.7041.3992.16715.6116.61731.47836.97226.594641.542108.2615.9216.245.404.774.844.836.591.9216.9866.5816.1516.1027.4828.094.717.772.493.502.282.6710.610.855.7511.782.103.936.1510.66241.860228.7799.79663.3641.4092.14915.5666.74532.26437.97726.848642.802116.8615.7616.115.374.724.874.846.581.9116.9566.9316.2716.0527.4027.964.697.672.503.522.262.6910.400.865.7211.692.103.926.2510.69243.312231.185OpenBenchmarking.org

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: No1233691215SE +/- 0.020, N = 3SE +/- 0.028, N = 3SE +/- 0.015, N = 39.8899.7639.796
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: No1233691215Min: 9.87 / Avg: 9.89 / Max: 9.93Min: 9.71 / Avg: 9.76 / Max: 9.81Min: 9.77 / Avg: 9.8 / Max: 9.81

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: Yes1231428425670SE +/- 0.65, N = 3SE +/- 0.64, N = 3SE +/- 0.64, N = 363.5763.7063.36
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: Yes1231224364860Min: 62.56 / Avg: 63.57 / Max: 64.78Min: 62.88 / Avg: 63.7 / Max: 64.96Min: 62.54 / Avg: 63.36 / Max: 64.63

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Default1230.3170.6340.9511.2681.585SE +/- 0.020, N = 4SE +/- 0.017, N = 3SE +/- 0.021, N = 31.3931.3991.4091. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Default123246810Min: 1.33 / Avg: 1.39 / Max: 1.42Min: 1.37 / Avg: 1.4 / Max: 1.42Min: 1.37 / Avg: 1.41 / Max: 1.431. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 1001230.48760.97521.46281.95042.438SE +/- 0.027, N = 3SE +/- 0.001, N = 3SE +/- 0.032, N = 42.1292.1672.1491. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100123246810Min: 2.1 / Avg: 2.13 / Max: 2.18Min: 2.17 / Avg: 2.17 / Max: 2.17Min: 2.05 / Avg: 2.15 / Max: 2.21. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless12348121620SE +/- 0.18, N = 3SE +/- 0.15, N = 3SE +/- 0.23, N = 315.2415.6115.571. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless12348121620Min: 14.91 / Avg: 15.24 / Max: 15.55Min: 15.31 / Avg: 15.61 / Max: 15.78Min: 15.13 / Avg: 15.57 / Max: 15.911. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest Compression123246810SE +/- 0.105, N = 3SE +/- 0.099, N = 4SE +/- 0.084, N = 36.7946.6176.7451. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest Compression1233691215Min: 6.58 / Avg: 6.79 / Max: 6.91Min: 6.42 / Avg: 6.62 / Max: 6.89Min: 6.58 / Avg: 6.75 / Max: 6.841. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest Compression123714212835SE +/- 0.09, N = 3SE +/- 0.49, N = 3SE +/- 0.05, N = 332.1731.4832.261. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest Compression123714212835Min: 32.08 / Avg: 32.17 / Max: 32.35Min: 30.94 / Avg: 31.48 / Max: 32.45Min: 32.17 / Avg: 32.26 / Max: 32.311. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

dcraw

This test times how long it takes to convert several high-resolution RAW NEF image files to PPM image format using dcraw. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterdcrawRAW To PPM Image Conversion123918273645SE +/- 0.49, N = 3SE +/- 0.33, N = 3SE +/- 0.53, N = 338.1036.9737.981. (CC) gcc options: -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterdcrawRAW To PPM Image Conversion123816243240Min: 37.53 / Avg: 38.1 / Max: 39.08Min: 36.64 / Avg: 36.97 / Max: 37.64Min: 37.41 / Avg: 37.98 / Max: 39.041. (CC) gcc options: -lm

eSpeak-NG Speech Engine

This test times how long it takes the eSpeak speech synthesizer to read Project Gutenberg's The Outline of Science and output to a WAV file. This test profile is now tracking the eSpeak-NG version of eSpeak. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech Synthesis123612182430SE +/- 0.30, N = 4SE +/- 0.26, N = 4SE +/- 0.31, N = 426.5126.5926.851. (CC) gcc options: -O2 -std=c99
OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech Synthesis123612182430Min: 26.2 / Avg: 26.51 / Max: 27.39Min: 26.29 / Avg: 26.59 / Max: 27.38Min: 26.05 / Avg: 26.85 / Max: 27.511. (CC) gcc options: -O2 -std=c99

MPV

MPV is an open-source, cross-platform media player. This test profile tests the frame-rate that can be achieved unsynchronized in a desynchronized mode. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 4K - Decode: Software Only123140280420560700SE +/- 0.87, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3644.02641.54642.80MIN: 413.76 / MAX: 799.95MIN: 428.54 / MAX: 799.95MIN: 428.54 / MAX: 799.951. mpv 0.32.0
OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 4K - Decode: Software Only123110220330440550Min: 642.4 / Avg: 644.02 / Max: 645.39Min: 640.39 / Avg: 641.54 / Max: 642.25Min: 642.08 / Avg: 642.8 / Max: 644.141. mpv 0.32.0

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only1235001000150020002500SE +/- 12.58, N = 3SE +/- 17.65, N = 3SE +/- 1.72, N = 32129.612108.262116.86MIN: 1199.91 / MAX: 3999.84MIN: 1199.9 / MAX: 3999.84MIN: 1199.92 / MAX: 3999.841. mpv 0.32.0
OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only123400800120016002000Min: 2109.46 / Avg: 2129.61 / Max: 2152.73Min: 2079.98 / Avg: 2108.26 / Max: 2140.7Min: 2113.68 / Avg: 2116.86 / Max: 2119.571. mpv 0.32.0

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 20200916Target: CPU - Model: squeezenet12348121620SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 315.7415.9215.76MIN: 15.46 / MAX: 16.99MIN: 15.5 / MAX: 17.87MIN: 15.5 / MAX: 17.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenet12348121620Min: 15.63 / Avg: 15.74 / Max: 15.85Min: 15.73 / Avg: 15.92 / Max: 16.1Min: 15.68 / Avg: 15.76 / Max: 15.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenet12348121620SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.16, N = 316.1916.2416.11MIN: 15.91 / MAX: 22.49MIN: 15.89 / MAX: 17.22MIN: 15.63 / MAX: 25.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenet12348121620Min: 16.04 / Avg: 16.19 / Max: 16.27Min: 16.02 / Avg: 16.24 / Max: 16.45Min: 15.81 / Avg: 16.11 / Max: 16.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v21231.2152.433.6454.866.075SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 35.365.405.37MIN: 5.22 / MAX: 6.72MIN: 5.21 / MAX: 30.35MIN: 5.23 / MAX: 7.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2123246810Min: 5.35 / Avg: 5.36 / Max: 5.38Min: 5.33 / Avg: 5.4 / Max: 5.53Min: 5.34 / Avg: 5.37 / Max: 5.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v31231.07332.14663.21994.29325.3665SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 34.734.774.72MIN: 4.65 / MAX: 6.22MIN: 4.65 / MAX: 6.69MIN: 4.66 / MAX: 6.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3123246810Min: 4.71 / Avg: 4.73 / Max: 4.75Min: 4.72 / Avg: 4.77 / Max: 4.85Min: 4.72 / Avg: 4.72 / Max: 4.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v21231.09582.19163.28744.38325.479SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 34.854.844.87MIN: 4.76 / MAX: 5.88MIN: 4.76 / MAX: 6.29MIN: 4.78 / MAX: 14.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2123246810Min: 4.82 / Avg: 4.85 / Max: 4.88Min: 4.82 / Avg: 4.84 / Max: 4.87Min: 4.83 / Avg: 4.87 / Max: 4.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnet1231.0892.1783.2674.3565.445SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 34.794.834.84MIN: 4.68 / MAX: 17.17MIN: 4.68 / MAX: 6.42MIN: 4.7 / MAX: 20.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnet123246810Min: 4.77 / Avg: 4.79 / Max: 4.8Min: 4.75 / Avg: 4.83 / Max: 4.98Min: 4.77 / Avg: 4.84 / Max: 4.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0123246810SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 36.566.596.58MIN: 6.46 / MAX: 8.6MIN: 6.43 / MAX: 7.68MIN: 6.45 / MAX: 8.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b01233691215Min: 6.52 / Avg: 6.56 / Max: 6.61Min: 6.48 / Avg: 6.59 / Max: 6.69Min: 6.51 / Avg: 6.58 / Max: 6.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazeface1230.4320.8641.2961.7282.16SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 31.911.921.91MIN: 1.87 / MAX: 2.01MIN: 1.88 / MAX: 1.99MIN: 1.88 / MAX: 3.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazeface123246810Min: 1.89 / Avg: 1.91 / Max: 1.93Min: 1.91 / Avg: 1.92 / Max: 1.94Min: 1.91 / Avg: 1.91 / Max: 1.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenet12348121620SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 316.8616.9816.95MIN: 16.51 / MAX: 17.6MIN: 16.51 / MAX: 22.78MIN: 16.52 / MAX: 471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenet12348121620Min: 16.85 / Avg: 16.86 / Max: 16.86Min: 16.77 / Avg: 16.98 / Max: 17.19Min: 16.8 / Avg: 16.95 / Max: 17.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg161231530456075SE +/- 0.08, N = 3SE +/- 0.23, N = 3SE +/- 0.08, N = 366.5966.5866.93MIN: 65.75 / MAX: 94.17MIN: 65.6 / MAX: 73.97MIN: 65.55 / MAX: 113.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg161231326395265Min: 66.42 / Avg: 66.59 / Max: 66.69Min: 66.12 / Avg: 66.58 / Max: 66.82Min: 66.82 / Avg: 66.93 / Max: 67.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet1812348121620SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 316.0616.1516.27MIN: 15.94 / MAX: 17.35MIN: 15.93 / MAX: 19.39MIN: 15.97 / MAX: 16.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet1812348121620Min: 16.06 / Avg: 16.06 / Max: 16.06Min: 16.08 / Avg: 16.15 / Max: 16.27Min: 16.07 / Avg: 16.27 / Max: 16.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnet12348121620SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 215.9916.1016.05MIN: 15.87 / MAX: 17.63MIN: 15.95 / MAX: 16.76MIN: 15.94 / MAX: 17.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnet12348121620Min: 15.98 / Avg: 15.99 / Max: 16Min: 16.05 / Avg: 16.1 / Max: 16.2Min: 16.05 / Avg: 16.05 / Max: 16.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50123612182430SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.29, N = 327.2227.4827.40MIN: 26.97 / MAX: 39.06MIN: 27.02 / MAX: 28.37MIN: 26.92 / MAX: 31.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50123612182430Min: 27.18 / Avg: 27.22 / Max: 27.24Min: 27.22 / Avg: 27.48 / Max: 27.67Min: 27.08 / Avg: 27.4 / Max: 27.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tiny123714212835SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.18, N = 327.7728.0927.96MIN: 27.56 / MAX: 29.72MIN: 27.69 / MAX: 46.24MIN: 27.55 / MAX: 38.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tiny123612182430Min: 27.71 / Avg: 27.77 / Max: 27.83Min: 27.88 / Avg: 28.09 / Max: 28.3Min: 27.76 / Avg: 27.96 / Max: 28.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenet1231.05982.11963.17944.23925.299SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 34.704.714.69MIN: 4.51 / MAX: 6.08MIN: 4.5 / MAX: 7.76MIN: 4.48 / MAX: 10.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenet123246810Min: 4.68 / Avg: 4.7 / Max: 4.71Min: 4.68 / Avg: 4.71 / Max: 4.73Min: 4.67 / Avg: 4.69 / Max: 4.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenet123246810SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 37.747.777.67MIN: 5.59 / MAX: 16.26MIN: 5.52 / MAX: 21.68MIN: 5.54 / MAX: 8.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenet1233691215Min: 7.7 / Avg: 7.74 / Max: 7.77Min: 7.73 / Avg: 7.77 / Max: 7.83Min: 7.6 / Avg: 7.67 / Max: 7.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v21230.56251.1251.68752.252.8125SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.502.492.50MIN: 2.47 / MAX: 3.29MIN: 2.47 / MAX: 2.87MIN: 2.47 / MAX: 3.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2123246810Min: 2.48 / Avg: 2.5 / Max: 2.52Min: 2.49 / Avg: 2.49 / Max: 2.49Min: 2.48 / Avg: 2.5 / Max: 2.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v31230.7921.5842.3763.1683.96SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 33.513.503.52MIN: 3.47 / MAX: 4.61MIN: 3.47 / MAX: 4.45MIN: 3.46 / MAX: 6.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3123246810Min: 3.5 / Avg: 3.51 / Max: 3.52Min: 3.49 / Avg: 3.5 / Max: 3.51Min: 3.49 / Avg: 3.52 / Max: 3.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v21230.5131.0261.5392.0522.565SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 32.272.282.26MIN: 2.24 / MAX: 2.68MIN: 2.24 / MAX: 5.63MIN: 2.24 / MAX: 3.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2123246810Min: 2.25 / Avg: 2.27 / Max: 2.28Min: 2.26 / Avg: 2.28 / Max: 2.33Min: 2.25 / Avg: 2.26 / Max: 2.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnet1230.60531.21061.81592.42123.0265SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 32.682.672.69MIN: 2.64 / MAX: 3.42MIN: 2.65 / MAX: 3.08MIN: 2.64 / MAX: 3.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnet123246810Min: 2.66 / Avg: 2.68 / Max: 2.69Min: 2.66 / Avg: 2.67 / Max: 2.68Min: 2.66 / Avg: 2.69 / Max: 2.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b01233691215SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.27, N = 310.6010.6110.40MIN: 8.76 / MAX: 25.78MIN: 8.78 / MAX: 26.67MIN: 8.75 / MAX: 28.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b01233691215Min: 10.34 / Avg: 10.6 / Max: 10.93Min: 10.49 / Avg: 10.61 / Max: 10.72Min: 9.93 / Avg: 10.4 / Max: 10.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazeface1230.19350.3870.58050.7740.9675SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.860.850.86MIN: 0.84 / MAX: 2.18MIN: 0.84 / MAX: 1.44MIN: 0.84 / MAX: 1.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazeface123246810Min: 0.85 / Avg: 0.86 / Max: 0.88Min: 0.85 / Avg: 0.85 / Max: 0.86Min: 0.85 / Avg: 0.86 / Max: 0.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenet1231.29382.58763.88145.17526.469SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 35.665.755.72MIN: 5.53 / MAX: 13.59MIN: 5.53 / MAX: 21.41MIN: 5.53 / MAX: 20.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenet123246810Min: 5.63 / Avg: 5.66 / Max: 5.72Min: 5.56 / Avg: 5.75 / Max: 6.01Min: 5.57 / Avg: 5.72 / Max: 6.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg161233691215SE +/- 0.15, N = 3SE +/- 0.37, N = 3SE +/- 0.39, N = 311.5611.7811.69MIN: 9.54 / MAX: 33.99MIN: 9.57 / MAX: 40MIN: 9.58 / MAX: 321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg161233691215Min: 11.29 / Avg: 11.56 / Max: 11.8Min: 11.32 / Avg: 11.78 / Max: 12.52Min: 11.03 / Avg: 11.69 / Max: 12.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet181230.47250.9451.41751.892.3625SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 32.082.102.10MIN: 1.99 / MAX: 2.8MIN: 2.01 / MAX: 3.12MIN: 2.01 / MAX: 2.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18123246810Min: 2.07 / Avg: 2.08 / Max: 2.09Min: 2.08 / Avg: 2.1 / Max: 2.11Min: 2.09 / Avg: 2.1 / Max: 2.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnet1230.88431.76862.65293.53724.4215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.913.933.92MIN: 3.78 / MAX: 4.94MIN: 3.8 / MAX: 5.08MIN: 3.81 / MAX: 4.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnet123246810Min: 3.89 / Avg: 3.91 / Max: 3.92Min: 3.92 / Avg: 3.93 / Max: 3.93Min: 3.91 / Avg: 3.92 / Max: 3.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50123246810SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.09, N = 35.966.156.25MIN: 5.85 / MAX: 14.29MIN: 5.83 / MAX: 16.87MIN: 5.83 / MAX: 20.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet501233691215Min: 5.89 / Avg: 5.96 / Max: 6.04Min: 5.94 / Avg: 6.15 / Max: 6.42Min: 6.13 / Avg: 6.25 / Max: 6.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tiny1233691215SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 310.7610.6610.69MIN: 10.51 / MAX: 19.42MIN: 10.41 / MAX: 15.15MIN: 10.41 / MAX: 15.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tiny1233691215Min: 10.7 / Avg: 10.76 / Max: 10.82Min: 10.6 / Avg: 10.66 / Max: 10.7Min: 10.62 / Avg: 10.69 / Max: 10.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v212350100150200250SE +/- 3.64, N = 3SE +/- 1.15, N = 3SE +/- 2.08, N = 3245.47241.86243.31MIN: 233.9 / MAX: 271.91MIN: 232.76 / MAX: 269.11MIN: 232.67 / MAX: 266.311. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v21234080120160200Min: 238.39 / Avg: 245.47 / Max: 250.49Min: 239.57 / Avg: 241.86 / Max: 243.14Min: 239.63 / Avg: 243.31 / Max: 246.821. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.112350100150200250SE +/- 0.22, N = 3SE +/- 3.52, N = 3SE +/- 3.31, N = 3227.26228.78231.19MIN: 226.42 / MAX: 228.33MIN: 223.79 / MAX: 236.95MIN: 224.89 / MAX: 238.471. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.11234080120160200Min: 226.9 / Avg: 227.26 / Max: 227.67Min: 224.64 / Avg: 228.78 / Max: 235.78Min: 227.64 / Avg: 231.19 / Max: 237.81. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl