icelake ncnn cassandra

Intel Core i7-1065G7 testing with a Dell 06CDVY (1.0.9 BIOS) and Intel Iris Plus ICL GT2 3GB on Ubuntu 21.04 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 2107288-IB-ICELAKENC02
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July 28 2021
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  5 Hours, 27 Minutes
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July 28 2021
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icelake ncnn cassandra - Phoronix Test Suite

icelake ncnn cassandra

Intel Core i7-1065G7 testing with a Dell 06CDVY (1.0.9 BIOS) and Intel Iris Plus ICL GT2 3GB on Ubuntu 21.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2107288-IB-ICELAKENC02&grw&rdt.

icelake ncnn cassandraProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen Resolution123Intel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads)Dell 06CDVY (1.0.9 BIOS)Intel Ice Lake-LP DRAM16GBToshiba KBG40ZPZ512G NVMe 512GBIntel Iris Plus ICL GT2 3GB (1100MHz)Realtek ALC289Intel Killer Wi-Fi 6 AX1650i 160MHzUbuntu 21.045.13.0-051300-generic (x86_64)GNOME Shell 3.38.4X Server + Wayland4.6 Mesa 21.2.0-devel (git-4698755 2021-07-03 hirsute-oibaf-ppa)1.2.182GCC 10.3.0ext41920x1200OpenBenchmarking.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-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/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: intel_pstate powersave - CPU Microcode: 0xa6 - Thermald 2.4.3Java Details- OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2)Security Details- itlb_multihit: KVM: Mitigation of VMX disabled + 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

icelake ncnn cassandrancnn: 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 1:312328.196.205.925.646.2010.032.3322.5672.8521.3719.1243.4839.5335.8613.2021.4512.4815.4513.7312.8716.704.4816.9479.4415.6716.2732.6239.8221.4816.002359327648218722076628.786.336.105.736.2310.182.2521.6971.5321.1918.5441.8841.5835.2312.7921.3712.2815.3413.8413.1116.664.3717.2479.6015.7016.3032.6940.6021.4816.102365627257220492121028.267.156.365.966.4810.452.4323.4074.1321.7519.0042.8240.8536.2413.5221.5213.1515.5713.9213.5616.654.6416.8179.5615.6716.3232.6738.8520.4116.3924281287452219421438OpenBenchmarking.org

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenet123714212835SE +/- 0.50, N = 15SE +/- 0.22, N = 3SE +/- 0.48, N = 1228.1928.7828.26MIN: 22.05 / MAX: 45.97MIN: 27 / MAX: 40.58MIN: 22.31 / MAX: 44.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v2123246810SE +/- 0.12, N = 15SE +/- 0.38, N = 3SE +/- 0.27, N = 126.206.337.15MIN: 5.34 / MAX: 20.3MIN: 5.37 / MAX: 19.7MIN: 5.05 / MAX: 21.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v3123246810SE +/- 0.21, N = 14SE +/- 0.60, N = 3SE +/- 0.22, N = 125.926.106.36MIN: 4.75 / MAX: 19.39MIN: 4.75 / MAX: 20.76MIN: 4.46 / MAX: 19.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v21231.3412.6824.0235.3646.705SE +/- 0.22, N = 15SE +/- 0.63, N = 3SE +/- 0.20, N = 125.645.735.96MIN: 4.29 / MAX: 19.1MIN: 4.3 / MAX: 20.93MIN: 4.14 / MAX: 21.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnet123246810SE +/- 0.23, N = 15SE +/- 0.63, N = 3SE +/- 0.23, N = 126.206.236.48MIN: 4.83 / MAX: 23.26MIN: 4.82 / MAX: 19.18MIN: 4.49 / MAX: 23.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b01233691215SE +/- 0.34, N = 15SE +/- 1.02, N = 3SE +/- 0.38, N = 1210.0310.1810.45MIN: 7.81 / MAX: 24.03MIN: 7.84 / MAX: 23.27MIN: 7.33 / MAX: 27.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazeface1230.54681.09361.64042.18722.734SE +/- 0.06, N = 15SE +/- 0.23, N = 3SE +/- 0.07, N = 122.332.252.43MIN: 1.77 / MAX: 14.3MIN: 1.72 / MAX: 14.34MIN: 1.64 / MAX: 14.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenet123612182430SE +/- 0.65, N = 15SE +/- 2.48, N = 3SE +/- 0.75, N = 1222.5621.6923.40MIN: 16.83 / MAX: 46.01MIN: 16.25 / MAX: 36.41MIN: 15.64 / MAX: 40.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg161231632486480SE +/- 1.21, N = 15SE +/- 4.10, N = 3SE +/- 0.96, N = 1272.8571.5374.13MIN: 60.72 / MAX: 179.67MIN: 59.49 / MAX: 87.88MIN: 58.27 / MAX: 91.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18123510152025SE +/- 0.62, N = 15SE +/- 2.29, N = 3SE +/- 0.73, N = 1221.3721.1921.75MIN: 16.45 / MAX: 39.78MIN: 16.22 / MAX: 35.58MIN: 15.46 / MAX: 39.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnet123510152025SE +/- 0.41, N = 15SE +/- 1.61, N = 3SE +/- 0.49, N = 1219.1218.5419.00MIN: 15.18 / MAX: 33.13MIN: 14.92 / MAX: 31.05MIN: 14.8 / MAX: 32.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet501231020304050SE +/- 0.76, N = 15SE +/- 2.83, N = 3SE +/- 0.99, N = 1243.4841.8842.82MIN: 31.82 / MAX: 62.09MIN: 34.21 / MAX: 60.92MIN: 34.18 / MAX: 64.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tiny123918273645SE +/- 0.79, N = 15SE +/- 0.21, N = 3SE +/- 0.68, N = 1239.5341.5840.85MIN: 31.81 / MAX: 63.67MIN: 39.14 / MAX: 55.45MIN: 32.55 / MAX: 62.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssd123816243240SE +/- 0.59, N = 15SE +/- 1.88, N = 3SE +/- 0.63, N = 1235.8635.2336.24MIN: 28.46 / MAX: 153.47MIN: 28.88 / MAX: 52.05MIN: 29 / MAX: 53.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400m1233691215SE +/- 0.26, N = 15SE +/- 0.99, N = 3SE +/- 0.33, N = 1213.2012.7913.52MIN: 10.44 / MAX: 51MIN: 10.39 / MAX: 25.33MIN: 9.5 / MAX: 30.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenet123510152025SE +/- 0.27, N = 12SE +/- 0.20, N = 3SE +/- 0.24, N = 521.4521.3721.52MIN: 18.93 / MAX: 33.09MIN: 18.97 / MAX: 26.87MIN: 18.79 / MAX: 29.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v21233691215SE +/- 0.22, N = 12SE +/- 0.31, N = 3SE +/- 0.29, N = 512.4812.2813.15MIN: 7 / MAX: 15.85MIN: 10.89 / MAX: 13.33MIN: 10.79 / MAX: 15.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v312348121620SE +/- 0.05, N = 12SE +/- 0.04, N = 3SE +/- 0.05, N = 515.4515.3415.57MIN: 13.93 / MAX: 17.14MIN: 14.66 / MAX: 16.6MIN: 14.65 / MAX: 181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: shufflenet-v212348121620SE +/- 0.25, N = 12SE +/- 0.80, N = 3SE +/- 0.16, N = 513.7313.8413.92MIN: 11.32 / MAX: 15.75MIN: 11.69 / MAX: 15.76MIN: 10.67 / MAX: 15.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnet1233691215SE +/- 0.16, N = 12SE +/- 0.34, N = 3SE +/- 0.36, N = 512.8713.1113.56MIN: 10.9 / MAX: 16.03MIN: 11.84 / MAX: 15.92MIN: 10.76 / MAX: 16.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b012348121620SE +/- 0.05, N = 12SE +/- 0.04, N = 3SE +/- 0.03, N = 516.7016.6616.65MIN: 15.68 / MAX: 21.16MIN: 16.21 / MAX: 20.41MIN: 15.91 / MAX: 20.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazeface1231.0442.0883.1324.1765.22SE +/- 0.09, N = 12SE +/- 0.07, N = 3SE +/- 0.09, N = 54.484.374.64MIN: 3.14 / MAX: 9.77MIN: 3.36 / MAX: 5.48MIN: 3.16 / MAX: 10.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenet12348121620SE +/- 0.04, N = 12SE +/- 0.41, N = 3SE +/- 0.02, N = 516.9417.2416.81MIN: 16.22 / MAX: 20.55MIN: 16.27 / MAX: 20.43MIN: 15.9 / MAX: 20.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg1612320406080100SE +/- 0.03, N = 12SE +/- 0.12, N = 3SE +/- 0.07, N = 579.4479.6079.56MIN: 76.46 / MAX: 85.97MIN: 76.97 / MAX: 81.14MIN: 77.23 / MAX: 80.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet1812348121620SE +/- 0.01, N = 12SE +/- 0.03, N = 3SE +/- 0.04, N = 515.6715.7015.67MIN: 14.92 / MAX: 17.78MIN: 15.22 / MAX: 17.27MIN: 15.14 / MAX: 16.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnet12348121620SE +/- 0.01, N = 12SE +/- 0.04, N = 3SE +/- 0.01, N = 516.2716.3016.32MIN: 15.5 / MAX: 17.41MIN: 15.15 / MAX: 16.85MIN: 15.65 / MAX: 16.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet50123816243240SE +/- 0.01, N = 12SE +/- 0.05, N = 3SE +/- 0.04, N = 532.6232.6932.67MIN: 32.08 / MAX: 33.63MIN: 32.07 / MAX: 33.82MIN: 31.75 / MAX: 33.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tiny123918273645SE +/- 0.31, N = 12SE +/- 0.39, N = 3SE +/- 0.86, N = 539.8240.6038.85MIN: 28.95 / MAX: 62.59MIN: 29.55 / MAX: 68.37MIN: 28.81 / MAX: 55.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssd123510152025SE +/- 0.01, N = 12SE +/- 0.01, N = 3SE +/- 0.02, N = 521.4821.4820.41MIN: 20.91 / MAX: 29.64MIN: 20.92 / MAX: 26.24MIN: 19.98 / MAX: 28.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400m12348121620SE +/- 0.13, N = 11SE +/- 0.29, N = 3SE +/- 0.01, N = 516.0016.1016.39MIN: 13.92 / MAX: 18.26MIN: 14.75 / MAX: 18.22MIN: 15.92 / MAX: 17.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

Apache Cassandra

Test: Reads

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Reads1235K10K15K20K25KSE +/- 638.89, N = 12SE +/- 726.45, N = 12SE +/- 635.86, N = 12235932365624281

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Writes1236K12K18K24K30KSE +/- 227.31, N = 9SE +/- 191.38, N = 12SE +/- 371.39, N = 3276482725728745

Apache Cassandra

Test: Mixed 1:1

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:11235K10K15K20K25KSE +/- 230.65, N = 12SE +/- 263.07, N = 12SE +/- 265.83, N = 12218722204922194

Apache Cassandra

Test: Mixed 1:3

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:31235K10K15K20K25KSE +/- 385.43, N = 12SE +/- 359.53, N = 12SE +/- 391.39, N = 12207662121021438


Phoronix Test Suite v10.8.4