Intel Core i7-8565U testing with a Dell 0KTW76 (1.0.0 BIOS) and Intel UHD 620 3GB on Ubuntu 20.04 via the Phoronix Test Suite.
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phoronix-test-suite benchmark 2009248-PTS-NCNNLAPT77 NCNN Laptop - Phoronix Test Suite NCNN Laptop Intel Core i7-8565U testing with a Dell 0KTW76 (1.0.0 BIOS) and Intel UHD 620 3GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2009248-PTS-NCNNLAPT77&grr&sro&rro .
NCNN Laptop Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 2 3 Intel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads) Dell 0KTW76 (1.0.0 BIOS) Intel Cannon Point-LP 16GB PC401 NVMe SK hynix 256GB Intel UHD 620 3GB (1150MHz) Realtek ALC3271 Qualcomm Atheros QCA6174 802.11ac Ubuntu 20.04 5.4.0-47-generic (x86_64) GNOME Shell 3.36.4 X Server 1.20.8 modesetting 1.20.8 4.6 Mesa 20.0.4 OpenCL 2.1 1.2.131 GCC 9.3.0 ext4 1920x1080 OpenBenchmarking.org Compiler 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: intel_pstate powersave - CPU Microcode: 0xd6 Security Details - itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Mitigation of Clear buffers; SMT vulnerable + 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 generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected
NCNN Laptop ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU - mobilenet ncnn: Vulkan GPU - squeezenet ncnn: CPU - yolov4-tiny ncnn: CPU - resnet50 ncnn: CPU - alexnet ncnn: CPU - resnet18 ncnn: CPU - vgg16 ncnn: CPU - googlenet ncnn: CPU - blazeface ncnn: CPU - efficientnet-b0 ncnn: CPU - mnasnet ncnn: CPU - shufflenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU - mobilenet ncnn: CPU - squeezenet Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 2 3 153.31 169.25 107.31 40.04 310.29 64.71 7.29 79.41 41.87 27.22 44.13 40.39 110.21 48.32 54.79 181.24 29.77 54.98 318.71 87.18 2.85 15.10 9.77 6.81 9.16 10.93 41.83 63.77 152.52 158.89 110.40 37.44 290.70 57.64 7.32 80.52 41.87 27.25 44.11 40.37 109.66 44.75 52.34 171.65 29.75 51.99 300.21 82.77 2.71 14.40 9.26 6.42 8.71 10.36 39.64 59.96 152.39 158.85 111.14 36.91 293.39 57.32 7.26 80.60 40.98 27.23 44.10 39.73 109.94 44.70 52.53 172.02 29.96 51.98 300.90 82.87 2.86 14.45 9.24 6.48 8.69 10.45 39.89 60.35 OpenBenchmarking.org
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 30 60 90 120 150 SE +/- 0.50, N = 3 SE +/- 0.04, N = 3 SE +/- 0.30, N = 3 153.31 152.39 152.52 MIN: 118.91 / MAX: 173.01 MIN: 96.27 / MAX: 176.12 MIN: 89.11 / MAX: 194.2 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet50 Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 40 80 120 160 200 SE +/- 0.40, N = 3 SE +/- 0.14, N = 3 SE +/- 0.17, N = 3 169.25 158.85 158.89 MIN: 108.48 / MAX: 255.78 MIN: 108.05 / MAX: 188.72 MIN: 107.75 / MAX: 189.15 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: alexnet Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 20 40 60 80 100 SE +/- 2.00, N = 3 SE +/- 0.49, N = 3 SE +/- 0.35, N = 3 107.31 111.14 110.40 MIN: 47.26 / MAX: 125.65 MIN: 72.5 / MAX: 117.7 MIN: 69.1 / MAX: 127.26 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet18 Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 9 18 27 36 45 SE +/- 0.28, N = 3 SE +/- 0.18, N = 3 SE +/- 0.22, N = 3 40.04 36.91 37.44 MIN: 31.42 / MAX: 73.09 MIN: 31.01 / MAX: 77.77 MIN: 31.04 / MAX: 57.83 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: vgg16 Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 70 140 210 280 350 SE +/- 1.14, N = 3 SE +/- 0.49, N = 3 SE +/- 1.00, N = 3 310.29 293.39 290.70 MIN: 209.24 / MAX: 335.01 MIN: 208.62 / MAX: 351.9 MIN: 206.96 / MAX: 321.26 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: googlenet Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 14 28 42 56 70 SE +/- 1.77, N = 3 SE +/- 0.22, N = 3 SE +/- 0.26, N = 3 64.71 57.32 57.64 MIN: 53.65 / MAX: 702.89 MIN: 53.4 / MAX: 87.15 MIN: 53.44 / MAX: 88.21 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: blazeface Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 7.29 7.26 7.32 MIN: 6.94 / MAX: 7.9 MIN: 6.93 / MAX: 16.13 MIN: 7 / MAX: 14.92 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 20 40 60 80 100 SE +/- 1.16, N = 3 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 79.41 80.60 80.52 MIN: 25.07 / MAX: 82.28 MIN: 74.2 / MAX: 82.11 MIN: 37.32 / MAX: 82.28 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mnasnet Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 10 20 30 40 50 SE +/- 0.03, N = 3 SE +/- 0.91, N = 3 SE +/- 0.02, N = 3 41.87 40.98 41.87 MIN: 39.48 / MAX: 42.65 MIN: 12.2 / MAX: 42.87 MIN: 35.34 / MAX: 42.7 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 6 12 18 24 30 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 27.22 27.23 27.25 MIN: 25.28 / MAX: 28.14 MIN: 25.24 / MAX: 27.65 MIN: 24.48 / MAX: 28.55 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 10 20 30 40 50 SE +/- 0.04, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 44.13 44.10 44.11 MIN: 37.05 / MAX: 45.32 MIN: 41.73 / MAX: 44.97 MIN: 41.5 / MAX: 44.94 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 9 18 27 36 45 SE +/- 0.08, N = 3 SE +/- 0.65, N = 3 SE +/- 0.01, N = 3 40.39 39.73 40.37 MIN: 37.9 / MAX: 41.91 MIN: 11.8 / MAX: 41.17 MIN: 38.25 / MAX: 41.29 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mobilenet Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 20 40 60 80 100 SE +/- 0.05, N = 3 SE +/- 0.19, N = 3 SE +/- 0.07, N = 3 110.21 109.94 109.66 MIN: 104.36 / MAX: 166.37 MIN: 89.84 / MAX: 141.11 MIN: 92.15 / MAX: 122.04 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: squeezenet Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 11 22 33 44 55 SE +/- 0.07, N = 3 SE +/- 0.23, N = 3 SE +/- 0.12, N = 3 48.32 44.70 44.75 MIN: 38.42 / MAX: 70.08 MIN: 38.73 / MAX: 72.88 MIN: 38.86 / MAX: 75.98 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: yolov4-tiny Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 12 24 36 48 60 SE +/- 0.25, N = 3 SE +/- 0.05, N = 3 SE +/- 0.09, N = 3 54.79 52.53 52.34 MIN: 53.4 / MAX: 72.1 MIN: 50.99 / MAX: 70.35 MIN: 50.61 / MAX: 58.42 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet50 Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 40 80 120 160 200 SE +/- 0.37, N = 3 SE +/- 0.10, N = 3 SE +/- 0.06, N = 3 181.24 172.02 171.65 MIN: 174.72 / MAX: 203.17 MIN: 168.04 / MAX: 198.49 MIN: 167.34 / MAX: 191.12 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: alexnet Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 7 14 21 28 35 SE +/- 0.13, N = 3 SE +/- 0.05, N = 3 SE +/- 0.19, N = 3 29.77 29.96 29.75 MIN: 27.99 / MAX: 39.96 MIN: 25.69 / MAX: 52.1 MIN: 27.51 / MAX: 44.47 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet18 Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 12 24 36 48 60 SE +/- 0.21, N = 3 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 54.98 51.98 51.99 MIN: 52.75 / MAX: 102.39 MIN: 50.67 / MAX: 68.99 MIN: 50.43 / MAX: 72.64 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: vgg16 Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 70 140 210 280 350 SE +/- 0.85, N = 3 SE +/- 0.53, N = 3 SE +/- 0.26, N = 3 318.71 300.90 300.21 MIN: 250.09 / MAX: 417.94 MIN: 214.06 / MAX: 327.47 MIN: 214.03 / MAX: 328.86 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: googlenet Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 20 40 60 80 100 SE +/- 0.04, N = 3 SE +/- 0.09, N = 3 SE +/- 0.05, N = 3 87.18 82.87 82.77 MIN: 83.44 / MAX: 105.08 MIN: 79.91 / MAX: 100.78 MIN: 79.66 / MAX: 101.28 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: blazeface Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 0.6435 1.287 1.9305 2.574 3.2175 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 2.85 2.86 2.71 MIN: 2.57 / MAX: 7.33 MIN: 2.55 / MAX: 20.45 MIN: 2.53 / MAX: 6.03 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: efficientnet-b0 Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 15.10 14.45 14.40 MIN: 14.59 / MAX: 31.7 MIN: 13.88 / MAX: 19.62 MIN: 13.87 / MAX: 32.98 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: mnasnet Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 3 6 9 12 15 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 9.77 9.24 9.26 MIN: 9.15 / MAX: 20.81 MIN: 8.87 / MAX: 14.11 MIN: 8.87 / MAX: 21.51 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: shufflenet-v2 Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 2 4 6 8 10 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 6.81 6.48 6.42 MIN: 6.6 / MAX: 11.84 MIN: 6.37 / MAX: 11.14 MIN: 6.35 / MAX: 11.01 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU-v3-v3 - Model: mobilenet-v3 Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 9.16 8.69 8.71 MIN: 8.72 / MAX: 14.29 MIN: 8.48 / MAX: 13.34 MIN: 8.44 / MAX: 26.86 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.00, N = 3 10.93 10.45 10.36 MIN: 10.24 / MAX: 29.62 MIN: 9.78 / MAX: 15.31 MIN: 9.78 / MAX: 14.78 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: mobilenet Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 10 20 30 40 50 SE +/- 0.18, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 41.83 39.89 39.64 MIN: 39.85 / MAX: 59.73 MIN: 38.75 / MAX: 55.85 MIN: 38.52 / MAX: 57.96 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: squeezenet Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76 3 2 14 28 42 56 70 SE +/- 0.10, N = 3 SE +/- 0.04, N = 3 SE +/- 0.18, N = 3 63.77 60.35 59.96 MIN: 62.25 / MAX: 84.24 MIN: 57.85 / MAX: 91 MIN: 57.25 / MAX: 74.47 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Phoronix Test Suite v10.8.4