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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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 Suite 10.6.1100%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: mobilenet1234812162014.6314.3613.87MIN: 12.93 / MAX: 54.4MIN: 12.85 / MAX: 38.62MIN: 12.35 / MAX: 30.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v21231.17232.34463.51694.68925.86155.214.484.95MIN: 4.24 / MAX: 109.78MIN: 4.16 / MAX: 13.75MIN: 4.27 / MAX: 21.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v31230.98331.96662.94993.93324.91654.303.994.37MIN: 3.84 / MAX: 16.16MIN: 3.77 / MAX: 9.69MIN: 3.87 / MAX: 26.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v21231.03052.0613.09154.1225.15254.324.344.58MIN: 3.93 / MAX: 15.73MIN: 4.1 / MAX: 10.19MIN: 4.09 / MAX: 15.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnet1231.0172.0343.0514.0685.0854.524.164.39MIN: 3.9 / MAX: 22.01MIN: 3.8 / MAX: 10.33MIN: 3.79 / MAX: 13.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b01232468106.235.755.92MIN: 5.34 / MAX: 72.99MIN: 5.38 / MAX: 12.25MIN: 5.35 / MAX: 18.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazeface1230.4590.9181.3771.8362.2951.961.932.04MIN: 1.81 / MAX: 5.95MIN: 1.76 / MAX: 8.25MIN: 1.8 / MAX: 10.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenet1234812162015.1515.8516.01MIN: 12.78 / MAX: 112.25MIN: 13.8 / MAX: 70.73MIN: 13.52 / MAX: 64.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16123142842567063.8263.4264.36MIN: 56.83 / MAX: 105.85MIN: 57.85 / MAX: 93.89MIN: 58 / MAX: 84.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet181234812162016.9017.2617.50MIN: 15.02 / MAX: 39.07MIN: 15.5 / MAX: 49.27MIN: 15.64 / MAX: 39.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnet1234812162013.5013.4813.77MIN: 12.05 / MAX: 67.43MIN: 12.27 / MAX: 31.16MIN: 11.87 / MAX: 31.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet5012371421283527.1626.9329.01MIN: 23.86 / MAX: 54.88MIN: 23.97 / MAX: 66.16MIN: 25.32 / MAX: 110.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tiny12361218243024.2325.1724.22MIN: 20.95 / MAX: 87.12MIN: 22.33 / MAX: 87.85MIN: 21.89 / MAX: 40.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssd1234812162016.5217.0217.19MIN: 14.46 / MAX: 40.12MIN: 14.16 / MAX: 75.75MIN: 14.78 / MAX: 93.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400m123369121510.8510.7811.56MIN: 9.97 / MAX: 23.43MIN: 9.75 / MAX: 57.9MIN: 9.81 / MAX: 105.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenet1232468107.187.266.99MIN: 6.41 / MAX: 21.11MIN: 6.4 / MAX: 35.57MIN: 6.42 / MAX: 22.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v21230.60981.21961.82942.43923.0492.712.542.50MIN: 2.31 / MAX: 11.66MIN: 2.41 / MAX: 4.31MIN: 2.33 / MAX: 5.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v31230.77631.55262.32893.10523.88153.333.453.24MIN: 3.13 / MAX: 7.6MIN: 3.14 / MAX: 18.86MIN: 3.15 / MAX: 5.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: shufflenet-v21230.541.081.622.162.72.402.372.30MIN: 2.07 / MAX: 9.74MIN: 2.07 / MAX: 9.46MIN: 2.09 / MAX: 7.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnet1230.59851.1971.79552.3942.99252.662.592.58MIN: 2.41 / MAX: 8.76MIN: 2.42 / MAX: 6.96MIN: 2.43 / MAX: 6.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b01232468106.866.906.64MIN: 6.34 / MAX: 15.78MIN: 6.34 / MAX: 18.25MIN: 6.33 / MAX: 10.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazeface1230.37130.74261.11391.48521.85651.651.591.63MIN: 1.51 / MAX: 11.55MIN: 1.5 / MAX: 8.92MIN: 1.52 / MAX: 7.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenet1231.05752.1153.17254.235.28754.704.564.53MIN: 4.2 / MAX: 12.82MIN: 4.2 / MAX: 16.8MIN: 4.21 / MAX: 18.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg16123369121513.4913.2013.26MIN: 12.61 / MAX: 26.03MIN: 12.55 / MAX: 20.38MIN: 12.59 / MAX: 24.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet181230.55581.11161.66742.22322.7792.472.322.32MIN: 1.94 / MAX: 16.53MIN: 1.93 / MAX: 11.99MIN: 1.93 / MAX: 13.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnet1231.2512.5023.7535.0046.2555.495.565.48MIN: 4.95 / MAX: 15.59MIN: 4.9 / MAX: 13.49MIN: 4.95 / MAX: 13.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet501231.27582.55163.82745.10326.3795.675.335.58MIN: 4.75 / MAX: 21.14MIN: 4.74 / MAX: 17.6MIN: 4.75 / MAX: 20.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tiny1232468108.488.298.14MIN: 7.5 / MAX: 36.82MIN: 7.46 / MAX: 39.31MIN: 7.49 / MAX: 20.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssd1231.172.343.514.685.855.205.054.93MIN: 3.89 / MAX: 21.83MIN: 3.89 / MAX: 13.39MIN: 3.89 / MAX: 17.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400m1230.87531.75062.62593.50124.37653.893.793.87MIN: 3.52 / MAX: 13.5MIN: 3.52 / MAX: 12.63MIN: 3.52 / MAX: 161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

Apache Cassandra

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Reads12340K80K120K160K200K175683175052198730

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Writes12340K80K120K160K200K190756193125188324

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:112340K80K120K160K200K173084167904163427

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:312340K80K120K160K200K166364165148168006