Intel Core i7-5600U testing with a LENOVO 20BSCTO1WW (N14ET49W 1.27 BIOS) and Intel HD 5500 3GB on Ubuntu 20.04 via the Phoronix Test Suite.
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phoronix-test-suite benchmark 2009251-FI-BROLAPTOP53 bro laptop - Phoronix Test Suite bro laptop Intel Core i7-5600U testing with a LENOVO 20BSCTO1WW (N14ET49W 1.27 BIOS) and Intel HD 5500 3GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2009251-FI-BROLAPTOP53 .
bro laptop Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution 1 2 3 Intel Core i7-5600U @ 3.20GHz (2 Cores / 4 Threads) LENOVO 20BSCTO1WW (N14ET49W 1.27 BIOS) Intel Broadwell-U-OPI 8GB 128GB SAMSUNG MZNTE128 Intel HD 5500 3GB (950MHz) Intel Broadwell-U Audio Intel I218-LM + Intel 7265 Ubuntu 20.04 5.9.0-rc5-14sep-patch (x86_64) 20200914 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_cpufreq ondemand - CPU Microcode: 0x2f Security Details - itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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: Mitigation of Clear buffers; SMT vulnerable
bro laptop realsr-ncnn: 4x - No osbench: Create Files osbench: Create Threads osbench: Launch Programs osbench: Create Processes osbench: Memory Allocations webp: Default webp: Quality 100 webp: Quality 100, Lossless webp: Quality 100, Highest Compression webp: Quality 100, Lossless, Highest Compression libraw: Post-Processing Benchmark espeak: Text-To-Speech Synthesis mpv: Big Buck Bunny Sunflower 4K - Software Only mpv: Big Buck Bunny Sunflower 1080p - Software Only ncnn: CPU - squeezenet ncnn: CPU - mobilenet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU - shufflenet-v2 ncnn: CPU - mnasnet ncnn: CPU - efficientnet-b0 ncnn: CPU - blazeface ncnn: CPU - googlenet ncnn: CPU - vgg16 ncnn: CPU - resnet18 ncnn: CPU - alexnet ncnn: CPU - resnet50 ncnn: CPU - yolov4-tiny ncnn: Vulkan GPU - squeezenet ncnn: Vulkan GPU - mobilenet ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - yolov4-tiny tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v1.1 opencv: DNN - Deep Neural Network influxdb: 4 - 10000 - 2,5000,1 - 10000 influxdb: 64 - 10000 - 2,5000,1 - 10000 influxdb: 1024 - 10000 - 2,5000,1 - 10000 1 2 3 17.244 20.750777 19.390583 142.443180 43.747425 95.694939 2.189 3.322 25.142 9.880 66.439 15.20 45.304 66.16 168.09 93.59 61.65 15.40 13.58 9.55 14.62 22.72 3.89 130.66 593.36 91.67 39.92 275.97 81.27 92.25 56.74 14.52 15.27 10.41 14.43 26.87 6.75 125.52 578.67 90.33 45.46 274.26 88.30 361.053 343.597 93708 401170.7 417381.4 125067.4 17.116 20.488328 19.609928 143.745740 46.114604 92.982610 2.179 3.355 24.937 9.832 62.935 15.25 45.198 66.12 169.09 93.02 61.36 15.13 13.43 9.55 14.47 22.52 3.89 130.39 585.64 91.32 39.64 276.14 81.46 91.76 52.97 14.54 15.28 9.86 14.49 26.80 3.53 125.32 574.27 90.41 45.57 274.39 82.25 360.759 344.441 71704 412256.1 417905.6 101463.5 17.256 20.512010 19.489129 144.054095 43.709278 93.064388 2.185 3.328 25.059 9.842 63.107 15.22 48.154 66.14 167.91 93.19 61.35 15.21 13.58 9.55 14.73 22.42 3.91 130.54 585.76 91.18 39.75 275.78 81.29 95.41 52.88 14.51 15.24 9.65 14.50 26.79 3.73 125.83 576.74 90.35 45.48 274.17 82.63 360.518 341.555 71129 392971.0 420358.6 87151.6 OpenBenchmarking.org
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No 1 2 3 4 8 12 16 20 SE +/- 0.23, N = 5 SE +/- 0.11, N = 3 SE +/- 0.27, N = 3 17.24 17.12 17.26
OSBench Test: Create Files OpenBenchmarking.org us Per Event, Fewer Is Better OSBench Test: Create Files 1 2 3 5 10 15 20 25 SE +/- 0.25, N = 5 SE +/- 0.15, N = 3 SE +/- 0.11, N = 3 20.75 20.49 20.51 1. (CC) gcc options: -lm
OSBench Test: Create Threads OpenBenchmarking.org us Per Event, Fewer Is Better OSBench Test: Create Threads 1 2 3 5 10 15 20 25 SE +/- 0.04, N = 3 SE +/- 0.20, N = 3 SE +/- 0.10, N = 3 19.39 19.61 19.49 1. (CC) gcc options: -lm
OSBench Test: Launch Programs OpenBenchmarking.org us Per Event, Fewer Is Better OSBench Test: Launch Programs 1 2 3 30 60 90 120 150 SE +/- 0.54, N = 3 SE +/- 0.51, N = 3 SE +/- 0.14, N = 3 142.44 143.75 144.05 1. (CC) gcc options: -lm
OSBench Test: Create Processes OpenBenchmarking.org us Per Event, Fewer Is Better OSBench Test: Create Processes 1 2 3 10 20 30 40 50 SE +/- 0.27, N = 3 SE +/- 0.94, N = 15 SE +/- 0.59, N = 3 43.75 46.11 43.71 1. (CC) gcc options: -lm
OSBench Test: Memory Allocations OpenBenchmarking.org Ns Per Event, Fewer Is Better OSBench Test: Memory Allocations 1 2 3 20 40 60 80 100 SE +/- 0.13, N = 3 SE +/- 0.11, N = 3 SE +/- 0.38, N = 3 95.69 92.98 93.06 1. (CC) gcc options: -lm
WebP Image Encode Encode Settings: Default OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Default 1 2 3 0.4925 0.985 1.4775 1.97 2.4625 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 SE +/- 0.003, N = 3 2.189 2.179 2.185 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100 OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100 1 2 3 0.7549 1.5098 2.2647 3.0196 3.7745 SE +/- 0.002, N = 3 SE +/- 0.030, N = 10 SE +/- 0.004, N = 3 3.322 3.355 3.328 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Lossless OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless 1 2 3 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 25.14 24.94 25.06 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Highest Compression 1 2 3 3 6 9 12 15 SE +/- 0.034, N = 3 SE +/- 0.012, N = 3 SE +/- 0.001, N = 3 9.880 9.832 9.842 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Lossless, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless, Highest Compression 1 2 3 15 30 45 60 75 SE +/- 0.41, N = 3 SE +/- 0.31, N = 3 SE +/- 0.67, N = 3 66.44 62.94 63.11 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
LibRaw Post-Processing Benchmark OpenBenchmarking.org Mpix/sec, More Is Better LibRaw 0.20 Post-Processing Benchmark 1 2 3 4 8 12 16 20 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.10, N = 3 15.20 15.25 15.22 1. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
eSpeak-NG Speech Engine Text-To-Speech Synthesis OpenBenchmarking.org Seconds, Fewer Is Better eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis 1 2 3 11 22 33 44 55 SE +/- 0.38, N = 20 SE +/- 0.35, N = 20 SE +/- 2.13, N = 16 45.30 45.20 48.15 1. (CC) gcc options: -O2 -std=c99
MPV Video Input: Big Buck Bunny Sunflower 4K - Decode: Software Only OpenBenchmarking.org FPS, More Is Better MPV Video Input: Big Buck Bunny Sunflower 4K - Decode: Software Only 1 2 3 15 30 45 60 75 SE +/- 0.19, N = 3 SE +/- 0.10, N = 3 SE +/- 0.09, N = 3 66.16 66.12 66.14 MIN: 57.75 / MAX: 69.43 MIN: 58.03 / MAX: 69.43 MIN: 58.31 / MAX: 69.43 1. mpv 0.32.0
MPV Video Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only OpenBenchmarking.org FPS, More Is Better MPV Video Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only 1 2 3 40 80 120 160 200 SE +/- 0.31, N = 3 SE +/- 0.12, N = 3 SE +/- 0.29, N = 3 168.09 169.09 167.91 MIN: 150.15 / MAX: 179.29 MIN: 152.05 / MAX: 182 MIN: 150.15 / MAX: 179.29 1. mpv 0.32.0
NCNN Target: CPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: squeezenet 1 2 3 20 40 60 80 100 SE +/- 0.14, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 93.59 93.02 93.19 MIN: 92.61 / MAX: 168.11 MIN: 91.79 / MAX: 112.72 MIN: 92.57 / MAX: 110.86 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 1 2 3 14 28 42 56 70 SE +/- 0.04, N = 3 SE +/- 0.15, N = 3 SE +/- 0.10, N = 3 61.65 61.36 61.35 MIN: 61 / MAX: 79.5 MIN: 60.76 / MAX: 74.77 MIN: 60.85 / MAX: 87.01 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 1 2 3 4 8 12 16 20 SE +/- 0.35, N = 3 SE +/- 0.36, N = 3 SE +/- 0.37, N = 3 15.40 15.13 15.21 MIN: 14.32 / MAX: 32.77 MIN: 14.13 / MAX: 16.95 MIN: 14.08 / MAX: 16.97 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 1 2 3 3 6 9 12 15 SE +/- 0.05, N = 3 SE +/- 0.10, N = 3 SE +/- 0.08, N = 3 13.58 13.43 13.58 MIN: 13.42 / MAX: 14.74 MIN: 12.42 / MAX: 22.55 MIN: 13.33 / MAX: 32.33 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 1 2 3 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 9.55 9.55 9.55 MIN: 9.26 / MAX: 27.7 MIN: 9.23 / MAX: 28.04 MIN: 9.45 / MAX: 10 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 1 2 3 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.19, N = 3 14.62 14.47 14.73 MIN: 14.45 / MAX: 19.71 MIN: 14.32 / MAX: 17.83 MIN: 14.13 / MAX: 94.05 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 1 2 3 5 10 15 20 25 SE +/- 0.12, N = 3 SE +/- 0.10, N = 3 SE +/- 0.04, N = 3 22.72 22.52 22.42 MIN: 22.39 / MAX: 25.3 MIN: 22.17 / MAX: 42.14 MIN: 22.24 / MAX: 28.74 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 1 2 3 0.8798 1.7596 2.6394 3.5192 4.399 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 3.89 3.89 3.91 MIN: 3.8 / MAX: 4.28 MIN: 3.73 / MAX: 7.75 MIN: 3.81 / MAX: 4.36 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 1 2 3 30 60 90 120 150 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 SE +/- 0.10, N = 3 130.66 130.39 130.54 MIN: 130.07 / MAX: 148.53 MIN: 129.81 / MAX: 147.17 MIN: 129.78 / MAX: 153.31 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 1 2 3 130 260 390 520 650 SE +/- 1.68, N = 3 SE +/- 0.36, N = 3 SE +/- 1.05, N = 3 593.36 585.64 585.76 MIN: 588.23 / MAX: 659.12 MIN: 582.56 / MAX: 604.61 MIN: 580.96 / MAX: 631.98 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 1 2 3 20 40 60 80 100 SE +/- 0.16, N = 3 SE +/- 0.14, N = 3 SE +/- 0.05, N = 3 91.67 91.32 91.18 MIN: 90.98 / MAX: 109.24 MIN: 90.78 / MAX: 113.63 MIN: 90.83 / MAX: 109.28 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 1 2 3 9 18 27 36 45 SE +/- 0.05, N = 3 SE +/- 0.19, N = 3 SE +/- 0.20, N = 3 39.92 39.64 39.75 MIN: 39.43 / MAX: 50.91 MIN: 39.24 / MAX: 56.85 MIN: 39.32 / MAX: 55.54 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 1 2 3 60 120 180 240 300 SE +/- 0.20, N = 3 SE +/- 0.19, N = 3 SE +/- 0.14, N = 3 275.97 276.14 275.78 MIN: 274.67 / MAX: 293.51 MIN: 274.64 / MAX: 294.67 MIN: 274.47 / MAX: 392.79 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 1 2 3 20 40 60 80 100 SE +/- 0.30, N = 3 SE +/- 0.28, N = 3 SE +/- 0.26, N = 3 81.27 81.46 81.29 MIN: 80.25 / MAX: 92.98 MIN: 80.49 / MAX: 98.01 MIN: 80.3 / MAX: 101.3 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 1 2 3 20 40 60 80 100 SE +/- 0.04, N = 3 SE +/- 0.15, N = 3 SE +/- 3.14, N = 9 92.25 91.76 95.41 MIN: 87.87 / MAX: 120.8 MIN: 87.31 / MAX: 113.93 MIN: 87.65 / MAX: 922.1 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 1 2 3 13 26 39 52 65 SE +/- 0.19, N = 3 SE +/- 0.09, N = 3 SE +/- 0.05, N = 9 56.74 52.97 52.88 MIN: 48.13 / MAX: 64.24 MIN: 47.71 / MAX: 57.06 MIN: 47.66 / MAX: 59.17 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 1 2 3 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 9 14.52 14.54 14.51 MIN: 14.04 / MAX: 15.18 MIN: 14.04 / MAX: 14.77 MIN: 14.03 / MAX: 14.86 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 1 2 3 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 9 15.27 15.28 15.24 MIN: 14.6 / MAX: 15.44 MIN: 15.14 / MAX: 15.4 MIN: 14.41 / MAX: 15.85 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 1 2 3 3 6 9 12 15 SE +/- 0.08, N = 3 SE +/- 0.20, N = 3 SE +/- 0.09, N = 9 10.41 9.86 9.65 MIN: 9.22 / MAX: 11.78 MIN: 8.98 / MAX: 11 MIN: 8.84 / MAX: 11.75 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 1 2 3 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 8 14.43 14.49 14.50 MIN: 14 / MAX: 14.98 MIN: 13.99 / MAX: 14.96 MIN: 14 / MAX: 14.68 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 1 2 3 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 9 26.87 26.80 26.79 MIN: 26.13 / MAX: 27.22 MIN: 26.02 / MAX: 27.15 MIN: 25.99 / MAX: 27.29 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 1 2 3 2 4 6 8 10 SE +/- 0.14, N = 3 SE +/- 0.07, N = 3 SE +/- 0.13, N = 9 6.75 3.53 3.73 MIN: 4.09 / MAX: 7.77 MIN: 2.71 / MAX: 7.74 MIN: 2.71 / MAX: 7.77 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 1 2 3 30 60 90 120 150 SE +/- 0.21, N = 3 SE +/- 0.70, N = 3 SE +/- 0.32, N = 9 125.52 125.32 125.83 MIN: 122.12 / MAX: 148.95 MIN: 121.6 / MAX: 147.65 MIN: 121.56 / MAX: 147.38 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 1 2 3 130 260 390 520 650 SE +/- 5.85, N = 3 SE +/- 2.99, N = 3 SE +/- 1.70, N = 9 578.67 574.27 576.74 MIN: 548.37 / MAX: 607.53 MIN: 541.12 / MAX: 789.15 MIN: 541.81 / MAX: 644.73 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 1 2 3 20 40 60 80 100 SE +/- 0.16, N = 3 SE +/- 0.13, N = 3 SE +/- 0.06, N = 9 90.33 90.41 90.35 MIN: 84.99 / MAX: 108.44 MIN: 84.44 / MAX: 163.79 MIN: 83.61 / MAX: 108.07 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 1 2 3 10 20 30 40 50 SE +/- 0.14, N = 3 SE +/- 0.07, N = 3 SE +/- 0.07, N = 9 45.46 45.57 45.48 MIN: 45.05 / MAX: 45.9 MIN: 45.23 / MAX: 45.98 MIN: 44.89 / MAX: 46.05 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 1 2 3 60 120 180 240 300 SE +/- 0.13, N = 3 SE +/- 0.29, N = 3 SE +/- 0.12, N = 9 274.26 274.39 274.17 MIN: 260.64 / MAX: 291.99 MIN: 259.13 / MAX: 314.35 MIN: 259.13 / MAX: 393.41 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny 1 2 3 20 40 60 80 100 SE +/- 0.14, N = 3 SE +/- 0.33, N = 3 SE +/- 0.11, N = 9 88.30 82.25 82.63 MIN: 75.36 / MAX: 92.15 MIN: 76.17 / MAX: 87.21 MIN: 75.23 / MAX: 87.43 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: MobileNet v2 1 2 3 80 160 240 320 400 SE +/- 0.29, N = 3 SE +/- 0.38, N = 3 SE +/- 0.07, N = 3 361.05 360.76 360.52 MIN: 359.02 / MAX: 369.36 MIN: 358.58 / MAX: 364.92 MIN: 359.04 / MAX: 369.94 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
TNN Target: CPU - Model: SqueezeNet v1.1 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 1 2 3 70 140 210 280 350 SE +/- 0.72, N = 3 SE +/- 0.06, N = 3 SE +/- 0.15, N = 3 343.60 344.44 341.56 MIN: 341.1 / MAX: 368.72 MIN: 341.44 / MAX: 348.56 MIN: 340.64 / MAX: 348.21 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenCV Test: DNN - Deep Neural Network OpenBenchmarking.org ms, Fewer Is Better OpenCV 4.4 Test: DNN - Deep Neural Network 1 2 3 20K 40K 60K 80K 100K SE +/- 11238.90, N = 15 SE +/- 650.39, N = 13 SE +/- 1055.30, N = 14 93708 71704 71129 1. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt
InfluxDB Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 OpenBenchmarking.org val/sec, More Is Better InfluxDB 1.8.2 Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 1 2 3 90K 180K 270K 360K 450K SE +/- 4942.37, N = 3 SE +/- 2266.59, N = 3 SE +/- 889.09, N = 3 401170.7 412256.1 392971.0
InfluxDB Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 OpenBenchmarking.org val/sec, More Is Better InfluxDB 1.8.2 Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 1 2 3 90K 180K 270K 360K 450K SE +/- 1426.89, N = 3 SE +/- 2141.24, N = 3 SE +/- 1040.09, N = 3 417381.4 417905.6 420358.6
InfluxDB Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 OpenBenchmarking.org val/sec, More Is Better InfluxDB 1.8.2 Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 1 2 3 30K 60K 90K 120K 150K SE +/- 8752.75, N = 15 SE +/- 13423.49, N = 12 SE +/- 15119.28, N = 9 125067.4 101463.5 87151.6
Phoronix Test Suite v10.8.4