ncnn cassandra 5950X

AMD Ryzen 9 5950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3601 BIOS) and AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 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 2107275-PTS-NCNNCASS52
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July 27 2021
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July 27 2021
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ncnn cassandra 5950XProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen Resolution123AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3601 BIOS)AMD Starship/Matisse32GB500GB Western Digital WDS500G3X0C-00SJG0AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2100/875MHz)AMD Navi 10 HDMI AudioASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.14.0-rc1-clang-lto (x86_64) 20210717GNOME Shell 3.36.9X Server 1.20.94.6 Mesa 20.2.6 (LLVM 11.0.0)1.2.131GCC 9.3.0ext43840x2160OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler 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: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201016 Java Details- OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04)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%104%108%112%NCNNApache CassandraNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNApache CassandraNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNApache CassandraNCNNNCNNApache CassandraNCNNNCNNCPU-v2-v2 - mobilenet-v2ReadsCPU-v3-v3 - mobilenet-v3CPU - mnasnetVulkan GPU-v2-v2 - mobilenet-v2CPU - efficientnet-b0CPU - resnet50CPU - regnety_400mVulkan GPU-v3-v3 - mobilenet-v3Vulkan GPU - resnet18Vulkan GPU - resnet50CPU - shufflenet-v2Mixed 1:1CPU - blazefaceCPU - googlenetCPU - mobilenetVulkan GPU - squeezenet_ssdVulkan GPU - shufflenet-v2Vulkan GPU - yolov4-tinyCPU - squeezenet_ssdCPU - yolov4-tinyVulkan GPU - efficientnet-b0Vulkan GPU - mobilenetVulkan GPU - blazefaceVulkan GPU - googlenetCPU - resnet18Vulkan GPU - mnasnetVulkan GPU - regnety_400mWritesVulkan GPU - vgg16CPU - alexnetMixed 1:3CPU - vgg16Vulkan GPU - alexnet

ncnn cassandra 5950Xncnn: 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 1:312314.635.214.34.324.526.231.9615.1563.8216.913.527.1624.2316.5210.857.182.713.332.42.666.861.654.713.492.475.495.678.485.23.8917568319075617308416636414.364.483.994.344.165.751.9315.8563.4217.2613.4826.9325.1717.0210.787.262.543.452.372.596.91.594.5613.22.325.565.338.295.053.7917505219312516790416514813.874.954.374.584.395.922.0416.0164.3617.513.7729.0124.2217.1911.566.992.53.242.32.586.641.634.5313.262.325.485.588.144.933.87198730188324163427168006OpenBenchmarking.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: mobilenet3214812162013.8714.3614.63MIN: 12.35 / MAX: 30.23MIN: 12.85 / MAX: 38.62MIN: 12.93 / MAX: 54.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v23211.17232.34463.51694.68925.86154.954.485.21MIN: 4.27 / MAX: 21.38MIN: 4.16 / MAX: 13.75MIN: 4.24 / MAX: 109.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v33210.98331.96662.94993.93324.91654.373.994.30MIN: 3.87 / MAX: 26.03MIN: 3.77 / MAX: 9.69MIN: 3.84 / MAX: 16.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v23211.03052.0613.09154.1225.15254.584.344.32MIN: 4.09 / MAX: 15.16MIN: 4.1 / MAX: 10.19MIN: 3.93 / MAX: 15.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnet3211.0172.0343.0514.0685.0854.394.164.52MIN: 3.79 / MAX: 13.9MIN: 3.8 / MAX: 10.33MIN: 3.9 / MAX: 22.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b03212468105.925.756.23MIN: 5.35 / MAX: 18.16MIN: 5.38 / MAX: 12.25MIN: 5.34 / MAX: 72.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazeface3210.4590.9181.3771.8362.2952.041.931.96MIN: 1.8 / MAX: 10.48MIN: 1.76 / MAX: 8.25MIN: 1.81 / MAX: 5.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenet3214812162016.0115.8515.15MIN: 13.52 / MAX: 64.94MIN: 13.8 / MAX: 70.73MIN: 12.78 / MAX: 112.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16321142842567064.3663.4263.82MIN: 58 / MAX: 84.33MIN: 57.85 / MAX: 93.89MIN: 56.83 / MAX: 105.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet183214812162017.5017.2616.90MIN: 15.64 / MAX: 39.17MIN: 15.5 / MAX: 49.27MIN: 15.02 / MAX: 39.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnet3214812162013.7713.4813.50MIN: 11.87 / MAX: 31.19MIN: 12.27 / MAX: 31.16MIN: 12.05 / MAX: 67.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet5032171421283529.0126.9327.16MIN: 25.32 / MAX: 110.77MIN: 23.97 / MAX: 66.16MIN: 23.86 / MAX: 54.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tiny32161218243024.2225.1724.23MIN: 21.89 / MAX: 40.45MIN: 22.33 / MAX: 87.85MIN: 20.95 / MAX: 87.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssd3214812162017.1917.0216.52MIN: 14.78 / MAX: 93.94MIN: 14.16 / MAX: 75.75MIN: 14.46 / MAX: 40.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400m321369121511.5610.7810.85MIN: 9.81 / MAX: 105.78MIN: 9.75 / MAX: 57.9MIN: 9.97 / MAX: 23.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenet3212468106.997.267.18MIN: 6.42 / MAX: 22.29MIN: 6.4 / MAX: 35.57MIN: 6.41 / MAX: 21.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v23210.60981.21961.82942.43923.0492.502.542.71MIN: 2.33 / MAX: 5.56MIN: 2.41 / MAX: 4.31MIN: 2.31 / MAX: 11.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v33210.77631.55262.32893.10523.88153.243.453.33MIN: 3.15 / MAX: 5.78MIN: 3.14 / MAX: 18.86MIN: 3.13 / MAX: 7.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: shufflenet-v23210.541.081.622.162.72.302.372.40MIN: 2.09 / MAX: 7.29MIN: 2.07 / MAX: 9.46MIN: 2.07 / MAX: 9.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnet3210.59851.1971.79552.3942.99252.582.592.66MIN: 2.43 / MAX: 6.72MIN: 2.42 / MAX: 6.96MIN: 2.41 / MAX: 8.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b03212468106.646.906.86MIN: 6.33 / MAX: 10.96MIN: 6.34 / MAX: 18.25MIN: 6.34 / MAX: 15.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazeface3210.37130.74261.11391.48521.85651.631.591.65MIN: 1.52 / MAX: 7.53MIN: 1.5 / MAX: 8.92MIN: 1.51 / MAX: 11.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenet3211.05752.1153.17254.235.28754.534.564.70MIN: 4.21 / MAX: 18.77MIN: 4.2 / MAX: 16.8MIN: 4.2 / MAX: 12.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg16321369121513.2613.2013.49MIN: 12.59 / MAX: 24.12MIN: 12.55 / MAX: 20.38MIN: 12.61 / MAX: 26.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet183210.55581.11161.66742.22322.7792.322.322.47MIN: 1.93 / MAX: 13.14MIN: 1.93 / MAX: 11.99MIN: 1.94 / MAX: 16.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnet3211.2512.5023.7535.0046.2555.485.565.49MIN: 4.95 / MAX: 13.77MIN: 4.9 / MAX: 13.49MIN: 4.95 / MAX: 15.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet503211.27582.55163.82745.10326.3795.585.335.67MIN: 4.75 / MAX: 20.01MIN: 4.74 / MAX: 17.6MIN: 4.75 / MAX: 21.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tiny3212468108.148.298.48MIN: 7.49 / MAX: 20.22MIN: 7.46 / MAX: 39.31MIN: 7.5 / MAX: 36.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssd3211.172.343.514.685.854.935.055.20MIN: 3.89 / MAX: 17.64MIN: 3.89 / MAX: 13.39MIN: 3.89 / MAX: 21.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400m3210.87531.75062.62593.50124.37653.873.793.89MIN: 3.52 / MAX: 16MIN: 3.52 / MAX: 12.63MIN: 3.52 / MAX: 13.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

Apache Cassandra

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Reads32140K80K120K160K200K198730175052175683

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Writes32140K80K120K160K200K188324193125190756

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:132140K80K120K160K200K163427167904173084

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:332140K80K120K160K200K168006165148166364