3800xt nn AMD Ryzen 7 3800XT 8-Core testing with a MSI X370 XPOWER GAMING TITANIUM (MS-7A31) v1.0 (1.MS BIOS) and Sapphire AMD Radeon HD 4650 on Debian 10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2107097-IB-3800XTNN098 .
3800xt nn Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Display Server Compiler File-System Screen Resolution 1 2 3 AMD Ryzen 7 3800XT 8-Core @ 3.90GHz (8 Cores / 16 Threads) MSI X370 XPOWER GAMING TITANIUM (MS-7A31) v1.0 (1.MS BIOS) AMD Starship/Matisse 16GB 128GB INTEL SSDPEKKW128G7 Sapphire AMD Radeon HD 4650 AMD RV710/730 Intel I211 Debian 10 4.19.0-17-amd64 (x86_64) X Server 1.20.4 GCC 8.3.0 ext4 1024x768 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: always Compiler 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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v Processor Details - Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0x8701021 Java Details - OpenJDK Runtime Environment (build 11.0.11+9-post-Debian-1deb10u1) 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 STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
3800xt nn renaissance: Scala Dotty renaissance: Rand Forest renaissance: ALS Movie Lens renaissance: Apache Spark ALS renaissance: Apache Spark Bayes renaissance: Savina Reactors.IO renaissance: Apache Spark PageRank renaissance: Finagle HTTP Requests renaissance: In-Memory Database Shootout renaissance: Akka Unbalanced Cobwebbed Tree renaissance: Genetic Algorithm Using Jenetics + Futures mnn: mobilenetV3 mnn: squeezenetv1.1 mnn: resnet-v2-50 mnn: SqueezeNetV1.0 mnn: MobileNetV2_224 mnn: mobilenet-v1-1.0 mnn: inception-v3 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: CPU - squeezenet_ssd ncnn: CPU - regnety_400m tnn: CPU - DenseNet tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v2 tnn: CPU - SqueezeNet v1.1 1 2 3 694.4 680.2 7176.6 2052.5 1925.6 8181.2 3623.6 1729.8 3582.9 10511.5 1670.4 2.861 4.308 24.409 6.721 3.822 3.197 32.807 17.20 5.41 4.59 4.31 4.29 7.24 1.86 15.48 65.35 17.10 13.56 28.11 26.96 22.32 10.54 2877.780 247.988 61.046 219.772 766.7 683.9 7141.8 2027.5 1941.5 8109.3 3492.3 1742.2 3640.5 10514.2 1692.6 2.861 4.343 24.414 6.791 3.898 3.226 32.924 17.13 5.40 4.59 4.32 4.26 7.22 1.83 15.43 66.67 17.08 13.49 27.64 27.18 22.19 10.19 2881.720 248.411 61.596 217.468 750.9 672.2 7153.2 1977.4 1937.6 8110.2 3421.7 1736.4 3472.0 10574.6 1659.3 2.856 4.298 24.688 6.725 4.065 3.196 32.795 17.39 5.42 4.59 4.30 4.27 7.23 1.83 15.45 65.82 17.10 14.01 27.57 26.95 22.29 10.18 2888.970 249.550 60.903 225.877 OpenBenchmarking.org
Renaissance Test: Scala Dotty OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Scala Dotty 1 2 3 170 340 510 680 850 SE +/- 4.26, N = 3 SE +/- 5.65, N = 3 SE +/- 10.32, N = 15 694.4 766.7 750.9 MIN: 568.04 / MAX: 1528.4 MIN: 563.93 / MAX: 1477.46 MIN: 559.99 / MAX: 2958.83
Renaissance Test: Random Forest OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Random Forest 1 2 3 150 300 450 600 750 SE +/- 9.40, N = 3 SE +/- 5.88, N = 3 SE +/- 2.20, N = 3 680.2 683.9 672.2 MIN: 608.7 / MAX: 840.54 MIN: 626.53 / MAX: 816.13 MIN: 616.75 / MAX: 830.59
Renaissance Test: ALS Movie Lens OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: ALS Movie Lens 1 2 3 1500 3000 4500 6000 7500 SE +/- 16.48, N = 3 SE +/- 23.24, N = 3 SE +/- 7.01, N = 3 7176.6 7141.8 7153.2 MIN: 7154.04 / MAX: 7879.66 MIN: 7102.96 / MAX: 7924.37 MIN: 7139.38 / MAX: 7831.25
Renaissance Test: Apache Spark ALS OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Apache Spark ALS 1 2 3 400 800 1200 1600 2000 SE +/- 5.11, N = 3 SE +/- 6.47, N = 3 SE +/- 23.56, N = 3 2052.5 2027.5 1977.4 MIN: 1946.3 / MAX: 2244.61 MIN: 1949.54 / MAX: 2258.66 MIN: 1850.21 / MAX: 2122.46
Renaissance Test: Apache Spark Bayes OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Apache Spark Bayes 1 2 3 400 800 1200 1600 2000 SE +/- 5.21, N = 3 SE +/- 8.42, N = 3 SE +/- 2.43, N = 3 1925.6 1941.5 1937.6 MIN: 1469.38 / MAX: 1935.6 MIN: 1474.04 / MAX: 1957.52 MIN: 1469.32 / MAX: 1940.02
Renaissance Test: Savina Reactors.IO OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Savina Reactors.IO 1 2 3 2K 4K 6K 8K 10K SE +/- 90.50, N = 15 SE +/- 107.95, N = 15 SE +/- 113.52, N = 15 8181.2 8109.3 8110.2 MIN: 7515.49 / MAX: 13584.35 MIN: 7362.22 / MAX: 14764.62 MIN: 7457.43 / MAX: 13392.01
Renaissance Test: Apache Spark PageRank OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Apache Spark PageRank 1 2 3 800 1600 2400 3200 4000 SE +/- 42.32, N = 3 SE +/- 50.56, N = 3 SE +/- 43.92, N = 15 3623.6 3492.3 3421.7 MIN: 3204.77 / MAX: 3716.12 MIN: 3104.55 / MAX: 3638.26 MIN: 2764.62 / MAX: 3771.68
Renaissance Test: Finagle HTTP Requests OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Finagle HTTP Requests 1 2 3 400 800 1200 1600 2000 SE +/- 3.61, N = 3 SE +/- 4.82, N = 3 SE +/- 11.72, N = 3 1729.8 1742.2 1736.4 MIN: 1579.93 / MAX: 1789.42 MIN: 1568.53 / MAX: 1823.17 MIN: 1555.2 / MAX: 1904.32
Renaissance Test: In-Memory Database Shootout OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: In-Memory Database Shootout 1 2 3 800 1600 2400 3200 4000 SE +/- 28.02, N = 13 SE +/- 45.53, N = 5 SE +/- 43.56, N = 4 3582.9 3640.5 3472.0 MIN: 3224.53 / MAX: 3897.38 MIN: 3267.72 / MAX: 4627.58 MIN: 3137.95 / MAX: 3858.73
Renaissance Test: Akka Unbalanced Cobwebbed Tree OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Akka Unbalanced Cobwebbed Tree 1 2 3 2K 4K 6K 8K 10K SE +/- 95.45, N = 3 SE +/- 22.31, N = 3 SE +/- 97.37, N = 3 10511.5 10514.2 10574.6 MIN: 8095.7 / MAX: 10698.04 MIN: 8025.58 / MAX: 10557.75 MIN: 8116.36 / MAX: 10766.94
Renaissance Test: Genetic Algorithm Using Jenetics + Futures OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Genetic Algorithm Using Jenetics + Futures 1 2 3 400 800 1200 1600 2000 SE +/- 4.28, N = 3 SE +/- 18.80, N = 3 SE +/- 9.92, N = 3 1670.4 1692.6 1659.3 MIN: 1627.7 / MAX: 1711.42 MIN: 1624.36 / MAX: 1753.6 MIN: 1612.96 / MAX: 1705.59
Mobile Neural Network Model: mobilenetV3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: mobilenetV3 1 2 3 0.6437 1.2874 1.9311 2.5748 3.2185 SE +/- 0.044, N = 15 SE +/- 0.031, N = 15 SE +/- 0.005, N = 3 2.861 2.861 2.856 MIN: 2.61 / MAX: 13.16 MIN: 2.62 / MAX: 13.43 MIN: 2.82 / MAX: 3.04 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: squeezenetv1.1 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: squeezenetv1.1 1 2 3 0.9772 1.9544 2.9316 3.9088 4.886 SE +/- 0.030, N = 15 SE +/- 0.057, N = 15 SE +/- 0.020, N = 3 4.308 4.343 4.298 MIN: 4.07 / MAX: 14.99 MIN: 4.03 / MAX: 14.8 MIN: 4.22 / MAX: 6.35 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: resnet-v2-50 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: resnet-v2-50 1 2 3 6 12 18 24 30 SE +/- 0.13, N = 15 SE +/- 0.10, N = 15 SE +/- 0.51, N = 3 24.41 24.41 24.69 MIN: 23.21 / MAX: 41.39 MIN: 23.28 / MAX: 41.55 MIN: 23.73 / MAX: 71.67 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: SqueezeNetV1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: SqueezeNetV1.0 1 2 3 2 4 6 8 10 SE +/- 0.059, N = 15 SE +/- 0.072, N = 15 SE +/- 0.081, N = 3 6.721 6.791 6.725 MIN: 6.32 / MAX: 17.35 MIN: 6.39 / MAX: 19.92 MIN: 6.52 / MAX: 8.79 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: MobileNetV2_224 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: MobileNetV2_224 1 2 3 0.9146 1.8292 2.7438 3.6584 4.573 SE +/- 0.028, N = 15 SE +/- 0.038, N = 15 SE +/- 0.173, N = 3 3.822 3.898 4.065 MIN: 3.57 / MAX: 4.34 MIN: 3.65 / MAX: 14.74 MIN: 3.82 / MAX: 13.8 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: mobilenet-v1-1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: mobilenet-v1-1.0 1 2 3 0.7259 1.4518 2.1777 2.9036 3.6295 SE +/- 0.029, N = 15 SE +/- 0.057, N = 14 SE +/- 0.005, N = 3 3.197 3.226 3.196 MIN: 2.98 / MAX: 13.17 MIN: 3.03 / MAX: 13.31 MIN: 3.16 / MAX: 3.6 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: inception-v3 1 2 3 8 16 24 32 40 SE +/- 0.14, N = 15 SE +/- 0.10, N = 15 SE +/- 0.26, N = 3 32.81 32.92 32.80 MIN: 31.66 / MAX: 55.39 MIN: 31.72 / MAX: 54.26 MIN: 32.33 / MAX: 54 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: CPU - Model: mobilenet 1 2 3 4 8 12 16 20 SE +/- 0.08, N = 3 SE +/- 0.11, N = 3 SE +/- 0.18, N = 3 17.20 17.13 17.39 MIN: 16.61 / MAX: 18.04 MIN: 15.97 / MAX: 21.27 MIN: 16.67 / MAX: 22.42 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: CPU-v2-v2 - Model: mobilenet-v2 1 2 3 1.2195 2.439 3.6585 4.878 6.0975 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 5.41 5.40 5.42 MIN: 5.32 / MAX: 5.53 MIN: 5.34 / MAX: 5.59 MIN: 5.36 / MAX: 5.52 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: CPU-v3-v3 - Model: mobilenet-v3 1 2 3 1.0328 2.0656 3.0984 4.1312 5.164 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 4.59 4.59 4.59 MIN: 4.52 / MAX: 7.44 MIN: 4.53 / MAX: 4.94 MIN: 4.52 / MAX: 7.52 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: CPU - Model: shufflenet-v2 1 2 3 0.972 1.944 2.916 3.888 4.86 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 4.31 4.32 4.30 MIN: 4.25 / MAX: 4.42 MIN: 4.24 / MAX: 4.46 MIN: 4.24 / MAX: 4.6 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: CPU - Model: mnasnet 1 2 3 0.9653 1.9306 2.8959 3.8612 4.8265 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 4.29 4.26 4.27 MIN: 4.22 / MAX: 4.53 MIN: 4.21 / MAX: 4.42 MIN: 4.22 / MAX: 4.38 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: CPU - Model: efficientnet-b0 1 2 3 2 4 6 8 10 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 7.24 7.22 7.23 MIN: 7.14 / MAX: 12.02 MIN: 7.13 / MAX: 7.51 MIN: 7.13 / MAX: 7.37 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: CPU - Model: blazeface 1 2 3 0.4185 0.837 1.2555 1.674 2.0925 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 1.86 1.83 1.83 MIN: 1.81 / MAX: 4.44 MIN: 1.81 / MAX: 1.89 MIN: 1.8 / MAX: 2.81 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: CPU - Model: googlenet 1 2 3 4 8 12 16 20 SE +/- 0.11, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 15.48 15.43 15.45 MIN: 15.24 / MAX: 15.96 MIN: 15.28 / MAX: 17.42 MIN: 15.3 / MAX: 15.77 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: CPU - Model: vgg16 1 2 3 15 30 45 60 75 SE +/- 0.69, N = 3 SE +/- 0.10, N = 3 SE +/- 0.63, N = 3 65.35 66.67 65.82 MIN: 64.12 / MAX: 85.11 MIN: 63.99 / MAX: 88.7 MIN: 64.27 / MAX: 85.2 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: CPU - Model: resnet18 1 2 3 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.08, N = 3 SE +/- 0.11, N = 3 17.10 17.08 17.10 MIN: 16.98 / MAX: 17.38 MIN: 16.84 / MAX: 17.5 MIN: 16.86 / MAX: 22.21 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: CPU - Model: alexnet 1 2 3 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.38, N = 3 13.56 13.49 14.01 MIN: 13.39 / MAX: 13.79 MIN: 13.31 / MAX: 13.73 MIN: 13.5 / MAX: 25.5 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: CPU - Model: resnet50 1 2 3 7 14 21 28 35 SE +/- 0.58, N = 3 SE +/- 0.03, N = 3 SE +/- 0.08, N = 3 28.11 27.64 27.57 MIN: 27.3 / MAX: 61.91 MIN: 27.42 / MAX: 27.99 MIN: 27.29 / MAX: 30.97 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: CPU - Model: yolov4-tiny 1 2 3 6 12 18 24 30 SE +/- 0.05, N = 3 SE +/- 0.41, N = 3 SE +/- 0.03, N = 3 26.96 27.18 26.95 MIN: 26.7 / MAX: 29.67 MIN: 26.55 / MAX: 40.87 MIN: 26.74 / MAX: 27.34 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: CPU - Model: squeezenet_ssd 1 2 3 5 10 15 20 25 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 22.32 22.19 22.29 MIN: 22.02 / MAX: 26.98 MIN: 21.93 / MAX: 23.3 MIN: 21.96 / MAX: 22.91 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20210525 Target: CPU - Model: regnety_400m 1 2 3 3 6 9 12 15 SE +/- 0.37, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 10.54 10.19 10.18 MIN: 10.08 / MAX: 33.92 MIN: 10.1 / MAX: 10.46 MIN: 10.1 / MAX: 10.37 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
TNN Target: CPU - Model: DenseNet OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: DenseNet 1 2 3 600 1200 1800 2400 3000 SE +/- 8.10, N = 3 SE +/- 8.27, N = 3 SE +/- 3.19, N = 3 2877.78 2881.72 2888.97 MIN: 2766.93 / MAX: 2988.44 MIN: 2773.43 / MAX: 2985.5 MIN: 2783.25 / MAX: 2990.51 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: MobileNet v2 1 2 3 50 100 150 200 250 SE +/- 0.73, N = 3 SE +/- 1.15, N = 3 SE +/- 1.57, N = 3 247.99 248.41 249.55 MIN: 240.12 / MAX: 277.2 MIN: 241.17 / MAX: 260.2 MIN: 241.36 / MAX: 275 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
TNN Target: CPU - Model: SqueezeNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: SqueezeNet v2 1 2 3 14 28 42 56 70 SE +/- 0.09, N = 3 SE +/- 0.23, N = 3 SE +/- 0.42, N = 3 61.05 61.60 60.90 MIN: 60.42 / MAX: 61.71 MIN: 60.92 / MAX: 62.71 MIN: 59.77 / MAX: 61.85 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
TNN Target: CPU - Model: SqueezeNet v1.1 OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: SqueezeNet v1.1 1 2 3 50 100 150 200 250 SE +/- 0.31, N = 3 SE +/- 0.14, N = 3 SE +/- 0.10, N = 3 219.77 217.47 225.88 MIN: 218.71 / MAX: 229.87 MIN: 216.8 / MAX: 226.51 MIN: 224.92 / MAX: 233.1 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
Phoronix Test Suite v10.8.4