5900HX cassandra ncnn

AMD Ryzen 9 5900HX testing with a ASUS G513QY v1.0 (G513QY.311 BIOS) and ASUS AMD Cezanne 512MB on Ubuntu 21.10 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 2107284-IB-5900HXCAS35
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July 27 2021
  3 Hours, 22 Minutes
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July 28 2021
  3 Hours, 29 Minutes
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July 28 2021
  3 Hours, 21 Minutes
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5900HX cassandra ncnnProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionOpenGL123AMD Ryzen 9 5900HX @ 3.30GHz (8 Cores / 16 Threads)ASUS G513QY v1.0 (G513QY.311 BIOS)AMD Renoir Root Complex16GB512GB SAMSUNG MZVLQ512HBLU-00B00ASUS AMD Cezanne (2600/1000MHz)AMD Device ab28LQ156M1JW25Realtek RTL8111/8168/8411 + MEDIATEK Device 7961Ubuntu 21.105.14.0-051400rc3daily20210726-generic (x86_64) 20210725GNOME Shell 40.2X Server + Wayland1.2.168GCC 10.3.0ext41920x1080ASUS AMD Cezanne 512MB (2600/1000MHz)4.6 Mesa 21.1.4 (LLVM 12.0.1)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-IAajkb/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-IAajkb/gcc-10-10.3.0/debian/tmp-gcn/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-build-config=bootstrap-lto-lean --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 schedutil (Boost: Enabled) - CPU Microcode: 0xa50000cJava Details- OpenJDK Runtime Environment (build 11.0.12-ea+7-Ubuntu-0ubuntu1)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

123Result OverviewPhoronix Test Suite100%103%106%109%112%NCNNNCNNNCNNNCNNNCNNNCNNNCNNApache CassandraNCNNNCNNNCNNNCNNNCNNNCNNNCNNApache CassandraApache CassandraNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNApache CassandraNCNNNCNNNCNNNCNNNCNNVulkan GPU - shufflenet-v2Vulkan GPU - resnet18CPU - googlenetCPU - blazefaceVulkan GPU - regnety_400mVulkan GPU-v3-v3 - mobilenet-v3Vulkan GPU - squeezenet_ssdMixed 1:3CPU - resnet18Vulkan GPU - efficientnet-b0Vulkan GPU-v2-v2 - mobilenet-v2CPU - mnasnetVulkan GPU - yolov4-tinyCPU - resnet50CPU - shufflenet-v2ReadsMixed 1:1CPU - vgg16CPU-v3-v3 - mobilenet-v3CPU - mobilenetVulkan GPU - mnasnetVulkan GPU - blazefaceCPU - squeezenet_ssdVulkan GPU - alexnetVulkan GPU - mobilenetCPU - yolov4-tinyCPU - efficientnet-b0Vulkan GPU - googlenetWritesCPU - alexnetVulkan GPU - vgg16Vulkan GPU - resnet50CPU - regnety_400mCPU-v2-v2 - mobilenet-v2

5900HX cassandra ncnnncnn: 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_400mcassandra: Readscassandra: Writescassandra: Mixed 1:1cassandra: Mixed 1:312318.094.573.722.623.355.941.2015.8591.2918.5217.6229.4229.4421.877.4511.113.894.632.913.9410.721.359.5455.456.548.0114.1320.4215.105.185788870802561445848218.374.563.762.673.425.921.2516.5792.4219.1117.5630.0829.7621.567.4511.073.974.772.963.9510.691.359.5055.606.767.9114.1320.0615.355.445692770426561515642618.254.563.782.623.345.881.1915.6292.8118.6117.5629.8029.5821.737.4310.974.014.863.254.0011.031.339.4555.637.078.0214.0920.5415.705.4457337705545709157378OpenBenchmarking.org

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 20210720Target: CPU - Model: mobilenet123510152025SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 318.0918.3718.25MIN: 17.62 / MAX: 29.24MIN: 17.87 / MAX: 28.43MIN: 17.85 / MAX: 20.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenet123510152025Min: 18 / Avg: 18.09 / Max: 18.18Min: 18.26 / Avg: 18.37 / Max: 18.46Min: 18.1 / Avg: 18.25 / Max: 18.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v21231.02832.05663.08494.11325.1415SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 34.574.564.56MIN: 4.29 / MAX: 6.37MIN: 4.32 / MAX: 15.36MIN: 4.29 / MAX: 6.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v2123246810Min: 4.5 / Avg: 4.57 / Max: 4.63Min: 4.54 / Avg: 4.56 / Max: 4.6Min: 4.55 / Avg: 4.56 / Max: 4.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v31230.85051.7012.55153.4024.2525SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 33.723.763.78MIN: 3.52 / MAX: 5.44MIN: 3.53 / MAX: 5.04MIN: 3.55 / MAX: 5.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v3123246810Min: 3.72 / Avg: 3.72 / Max: 3.73Min: 3.65 / Avg: 3.76 / Max: 3.82Min: 3.73 / Avg: 3.78 / Max: 3.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v21230.60081.20161.80242.40323.004SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 32.622.672.62MIN: 2.43 / MAX: 12.8MIN: 2.45 / MAX: 4.03MIN: 2.46 / MAX: 4.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v2123246810Min: 2.58 / Avg: 2.62 / Max: 2.65Min: 2.6 / Avg: 2.67 / Max: 2.79Min: 2.56 / Avg: 2.62 / Max: 2.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnet1230.76951.5392.30853.0783.8475SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 33.353.423.34MIN: 3.12 / MAX: 5.01MIN: 3.07 / MAX: 5.23MIN: 3.12 / MAX: 13.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnet123246810Min: 3.29 / Avg: 3.35 / Max: 3.44Min: 3.37 / Avg: 3.42 / Max: 3.49Min: 3.3 / Avg: 3.34 / Max: 3.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b01231.33652.6734.00955.3466.6825SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 35.945.925.88MIN: 5.63 / MAX: 8.1MIN: 5.66 / MAX: 10.47MIN: 5.65 / MAX: 7.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0123246810Min: 5.83 / Avg: 5.94 / Max: 6.11Min: 5.9 / Avg: 5.92 / Max: 5.95Min: 5.86 / Avg: 5.88 / Max: 5.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazeface1230.28130.56260.84391.12521.4065SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 31.201.251.19MIN: 1.16 / MAX: 1.45MIN: 1.2 / MAX: 11.78MIN: 1.16 / MAX: 2.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazeface123246810Min: 1.17 / Avg: 1.2 / Max: 1.25Min: 1.22 / Avg: 1.25 / Max: 1.29Min: 1.18 / Avg: 1.19 / Max: 1.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenet12348121620SE +/- 0.35, N = 3SE +/- 0.08, N = 3SE +/- 0.31, N = 315.8516.5715.62MIN: 14.82 / MAX: 26.58MIN: 15.92 / MAX: 26.14MIN: 14.96 / MAX: 17.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenet12348121620Min: 15.34 / Avg: 15.85 / Max: 16.52Min: 16.48 / Avg: 16.57 / Max: 16.73Min: 15.31 / Avg: 15.62 / Max: 16.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg1612320406080100SE +/- 0.25, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 391.2992.4292.81MIN: 90.34 / MAX: 103.61MIN: 91.45 / MAX: 102.97MIN: 92 / MAX: 103.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg1612320406080100Min: 90.83 / Avg: 91.29 / Max: 91.7Min: 91.98 / Avg: 92.42 / Max: 92.72Min: 92.77 / Avg: 92.81 / Max: 92.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18123510152025SE +/- 0.33, N = 3SE +/- 0.03, N = 3SE +/- 0.29, N = 318.5219.1118.61MIN: 17.98 / MAX: 20.72MIN: 18.81 / MAX: 20.86MIN: 18.18 / MAX: 30.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18123510152025Min: 18.09 / Avg: 18.52 / Max: 19.16Min: 19.06 / Avg: 19.11 / Max: 19.15Min: 18.31 / Avg: 18.61 / Max: 19.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnet12348121620SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 317.6217.5617.56MIN: 17.28 / MAX: 67.73MIN: 17.32 / MAX: 28.94MIN: 17.27 / MAX: 26.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnet12348121620Min: 17.46 / Avg: 17.62 / Max: 17.94Min: 17.54 / Avg: 17.56 / Max: 17.57Min: 17.53 / Avg: 17.56 / Max: 17.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50123714212835SE +/- 0.54, N = 3SE +/- 0.09, N = 3SE +/- 0.31, N = 329.4230.0829.80MIN: 27.9 / MAX: 42.13MIN: 29.05 / MAX: 39.42MIN: 28.38 / MAX: 40.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50123714212835Min: 28.35 / Avg: 29.42 / Max: 29.97Min: 29.98 / Avg: 30.08 / Max: 30.25Min: 29.18 / Avg: 29.8 / Max: 30.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tiny123714212835SE +/- 0.48, N = 3SE +/- 0.14, N = 3SE +/- 0.36, N = 329.4429.7629.58MIN: 27.97 / MAX: 42.15MIN: 29.22 / MAX: 40.1MIN: 28.17 / MAX: 39.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tiny123714212835Min: 28.48 / Avg: 29.44 / Max: 30.05Min: 29.61 / Avg: 29.76 / Max: 30.05Min: 28.88 / Avg: 29.58 / Max: 30.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssd123510152025SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.32, N = 321.8721.5621.73MIN: 20.98 / MAX: 28.01MIN: 20.8 / MAX: 32.8MIN: 20.9 / MAX: 32.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssd123510152025Min: 21.65 / Avg: 21.87 / Max: 22.03Min: 21.33 / Avg: 21.56 / Max: 21.71Min: 21.39 / Avg: 21.73 / Max: 22.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400m123246810SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 37.457.457.43MIN: 7.15 / MAX: 9.07MIN: 7.12 / MAX: 9.88MIN: 7.08 / MAX: 16.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400m1233691215Min: 7.39 / Avg: 7.45 / Max: 7.55Min: 7.41 / Avg: 7.45 / Max: 7.47Min: 7.39 / Avg: 7.43 / Max: 7.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenet1233691215SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 311.1111.0710.97MIN: 9.97 / MAX: 16.05MIN: 10.24 / MAX: 23.53MIN: 9.91 / MAX: 15.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenet1233691215Min: 11 / Avg: 11.11 / Max: 11.26Min: 10.99 / Avg: 11.07 / Max: 11.15Min: 10.86 / Avg: 10.97 / Max: 11.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v21230.90231.80462.70693.60924.5115SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 33.893.974.01MIN: 3.73 / MAX: 4.53MIN: 3.64 / MAX: 4.69MIN: 3.71 / MAX: 4.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2123246810Min: 3.87 / Avg: 3.89 / Max: 3.9Min: 3.92 / Avg: 3.97 / Max: 4.01Min: 3.93 / Avg: 4.01 / Max: 4.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v31231.09352.1873.28054.3745.4675SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 34.634.774.86MIN: 4.38 / MAX: 5.37MIN: 4.38 / MAX: 6.09MIN: 4.38 / MAX: 5.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3123246810Min: 4.57 / Avg: 4.63 / Max: 4.67Min: 4.74 / Avg: 4.77 / Max: 4.79Min: 4.59 / Avg: 4.86 / Max: 5.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: shufflenet-v21230.73131.46262.19392.92523.6565SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 32.912.963.25MIN: 2.58 / MAX: 4.2MIN: 2.6 / MAX: 4.27MIN: 2.56 / MAX: 4.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: shufflenet-v2123246810Min: 2.84 / Avg: 2.91 / Max: 3Min: 2.88 / Avg: 2.96 / Max: 3Min: 3.15 / Avg: 3.25 / Max: 3.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnet1230.91.82.73.64.5SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 33.943.954.00MIN: 3.69 / MAX: 4.82MIN: 3.73 / MAX: 5.38MIN: 3.75 / MAX: 5.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnet123246810Min: 3.92 / Avg: 3.94 / Max: 3.97Min: 3.82 / Avg: 3.95 / Max: 4.03Min: 3.82 / Avg: 4 / Max: 4.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b01233691215SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 310.7210.6911.03MIN: 9.67 / MAX: 12.01MIN: 9.8 / MAX: 12.25MIN: 9.67 / MAX: 12.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b01233691215Min: 10.63 / Avg: 10.72 / Max: 10.8Min: 10.57 / Avg: 10.69 / Max: 10.81Min: 10.89 / Avg: 11.03 / Max: 11.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazeface1230.30380.60760.91141.21521.519SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 31.351.351.33MIN: 1.16 / MAX: 2.65MIN: 1.16 / MAX: 2.97MIN: 1.16 / MAX: 3.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazeface123246810Min: 1.34 / Avg: 1.35 / Max: 1.35Min: 1.34 / Avg: 1.35 / Max: 1.35Min: 1.28 / Avg: 1.33 / Max: 1.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenet1233691215SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 39.549.509.45MIN: 8.61 / MAX: 10.71MIN: 8.48 / MAX: 11.06MIN: 8.53 / MAX: 11.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenet1233691215Min: 9.46 / Avg: 9.54 / Max: 9.62Min: 9.41 / Avg: 9.5 / Max: 9.56Min: 9.37 / Avg: 9.45 / Max: 9.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg161231224364860SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.23, N = 355.4555.6055.63MIN: 54.55 / MAX: 57.08MIN: 54.7 / MAX: 57.11MIN: 54.53 / MAX: 57.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg161231122334455Min: 55.26 / Avg: 55.45 / Max: 55.55Min: 55.58 / Avg: 55.6 / Max: 55.62Min: 55.17 / Avg: 55.63 / Max: 55.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet18123246810SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 36.546.767.07MIN: 6.09 / MAX: 8.39MIN: 6.14 / MAX: 8.61MIN: 6.21 / MAX: 8.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet181233691215Min: 6.51 / Avg: 6.54 / Max: 6.57Min: 6.64 / Avg: 6.76 / Max: 6.95Min: 6.98 / Avg: 7.07 / Max: 7.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnet123246810SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 38.017.918.02MIN: 7.26 / MAX: 9.14MIN: 7.14 / MAX: 9.33MIN: 7.35 / MAX: 9.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnet1233691215Min: 7.85 / Avg: 8.01 / Max: 8.09Min: 7.74 / Avg: 7.91 / Max: 8.1Min: 7.96 / Avg: 8.02 / Max: 8.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet5012348121620SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 314.1314.1314.09MIN: 13.03 / MAX: 15.26MIN: 13.04 / MAX: 15.42MIN: 12.85 / MAX: 15.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet5012348121620Min: 14.06 / Avg: 14.13 / Max: 14.25Min: 14.09 / Avg: 14.13 / Max: 14.19Min: 14.05 / Avg: 14.09 / Max: 14.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tiny123510152025SE +/- 0.37, N = 3SE +/- 0.01, N = 3SE +/- 0.43, N = 320.4220.0620.54MIN: 19.38 / MAX: 22.15MIN: 19 / MAX: 21.29MIN: 19.2 / MAX: 22.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tiny123510152025Min: 20.01 / Avg: 20.42 / Max: 21.15Min: 20.04 / Avg: 20.06 / Max: 20.08Min: 20.08 / Avg: 20.54 / Max: 21.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssd12348121620SE +/- 0.30, N = 3SE +/- 0.37, N = 3SE +/- 0.21, N = 315.1015.3515.70MIN: 13.58 / MAX: 22.32MIN: 13.41 / MAX: 16.57MIN: 14.1 / MAX: 23.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssd12348121620Min: 14.73 / Avg: 15.1 / Max: 15.7Min: 14.71 / Avg: 15.35 / Max: 15.98Min: 15.3 / Avg: 15.7 / Max: 16.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400m1231.2242.4483.6724.8966.12SE +/- 0.06, N = 3SE +/- 0.22, N = 3SE +/- 0.02, N = 35.185.445.44MIN: 4.84 / MAX: 6.47MIN: 4.96 / MAX: 6.52MIN: 5.02 / MAX: 6.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400m123246810Min: 5.12 / Avg: 5.18 / Max: 5.29Min: 5.14 / Avg: 5.44 / Max: 5.86Min: 5.4 / Avg: 5.44 / Max: 5.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

Apache Cassandra

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Reads12312K24K36K48K60KSE +/- 1234.91, N = 12SE +/- 1227.36, N = 12SE +/- 1255.37, N = 12578885692757337
OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Reads12310K20K30K40K50KMin: 50473 / Avg: 57888.33 / Max: 63621Min: 50876 / Avg: 56926.67 / Max: 63175Min: 50575 / Avg: 57336.67 / Max: 64546

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Writes12315K30K45K60K75KSE +/- 58.60, N = 3SE +/- 531.89, N = 3SE +/- 360.56, N = 3708027042670554
OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Writes12312K24K36K48K60KMin: 70687 / Avg: 70802.33 / Max: 70878Min: 69708 / Avg: 70426.33 / Max: 71465Min: 70117 / Avg: 70553.67 / Max: 71269

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:112312K24K36K48K60KSE +/- 415.56, N = 11SE +/- 492.91, N = 12SE +/- 377.39, N = 3561445615157091
OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:112310K20K30K40K50KMin: 53681 / Avg: 56143.91 / Max: 58224Min: 53407 / Avg: 56150.75 / Max: 58624Min: 56337 / Avg: 57091.33 / Max: 57491

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:312313K26K39K52K65KSE +/- 554.23, N = 3SE +/- 695.62, N = 4SE +/- 578.02, N = 12584825642657378
OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:312310K20K30K40K50KMin: 57376 / Avg: 58482 / Max: 59099Min: 54356 / Avg: 56425.5 / Max: 57345Min: 52968 / Avg: 57378.08 / Max: 59699