2970WX July AMD Ryzen Threadripper 2970WX 24-Core testing with a Gigabyte X399 AORUS Gaming 7 (F12h BIOS) and Sapphire AMD Radeon RX 550 640SP / 560/560X 4GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2108019-IB-2970WXJUL61&sro&grr .
2970WX July Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL Compiler File-System Screen Resolution 1 2 3 4 5 AMD Ryzen Threadripper 2970WX 24-Core @ 3.00GHz (24 Cores / 48 Threads) Gigabyte X399 AORUS Gaming 7 (F12h BIOS) AMD 17h 16GB 120GB Corsair Force MP500 Sapphire AMD Radeon RX 550 640SP / 560/560X 4GB (1300/1750MHz) Realtek ALC1220 VA2431 Qualcomm Atheros Killer E2500 + 2 x QLogic cLOM8214 1/10GbE + Intel 8265 / 8275 Ubuntu 20.04 5.9.0-050900rc6daily20200926-generic (x86_64) 20200925 GNOME Shell 3.36.4 X Server 1.20.9 4.6 Mesa 20.2.6 (LLVM 11.0.0) GCC 9.3.0 ext4 1920x1080 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise 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=/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: 0x800820d Graphics Details - GLAMOR Java Details - OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04) Python Details - 1: Python 3.8.5 - 2: Python 3.8.10 - 3: Python 3.8.10 - 4: Python 3.8.10 - 5: Python 3.8.10 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: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected
2970WX July renaissance: Akka Unbalanced Cobwebbed Tree cassandra: Mixed 1:1 renaissance: ALS Movie Lens tnn: CPU - DenseNet mnn: inception-v3 mnn: mobilenet-v1-1.0 mnn: MobileNetV2_224 mnn: SqueezeNetV1.0 mnn: resnet-v2-50 mnn: squeezenetv1.1 mnn: mobilenetV3 cassandra: Reads gravitymark: 1920 x 1080 - Vulkan renaissance: Savina Reactors.IO ncnn: CPU - regnety_400m ncnn: CPU - squeezenet_ssd 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 renaissance: Apache Spark PageRank cassandra: Mixed 1:3 renaissance: Genetic Algorithm Using Jenetics + Futures cassandra: Writes renaissance: In-Memory Database Shootout yafaray: Total Time For Sample Scene renaissance: Apache Spark ALS ncnn: Vulkan GPU - regnety_400m ncnn: Vulkan GPU - squeezenet_ssd 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 rocksdb: Seq Fill renaissance: Scala Dotty rocksdb: Rand Fill Sync rocksdb: Read Rand Write Rand rocksdb: Update Rand rocksdb: Rand Fill rocksdb: Rand Read rocksdb: Read While Writing renaissance: Finagle HTTP Requests blosc: blosclz renaissance: Rand Forest renaissance: Apache Spark Bayes natron: Spaceship tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v1.1 tnn: CPU - SqueezeNet v2 1 2 3 4 5 21703.7 107795 9836.8 3034.7 59.53 5.114 7.707 12.281 44.868 9.868 5.165 91943 33.2 12292.6 38.7 42.91 52 68.54 24.56 44.83 97.15 35.87 5.79 17.03 12.19 14 13.01 13.38 29.59 5088.7 97181 2665.9 137190 6178.5 96.086 2359.6 10.19 13.47 20 15.32 10.29 7.05 28.93 11.31 3.11 15.48 5.85 4.97 7.35 5.56 13.12 629253 1132.9 16365 1929291 516006 559506 105202520 3684442 4099.4 15950.7 920.0 1209.1 3.4 306.266 256.355 72.115 21813.4 98990 9878.2 3023.791 61.552 4.948 8.046 11.024 50.67 8.954 4.324 105525 33.2 12326.5 36.84 36.43 47.08 53.95 26.93 56.06 87.61 30.9 5.33 16.06 12.86 12.78 13.65 13.53 31.08 5443.7 105086 2700.4 130153 6439.5 98.403 2279.6 10.37 13.18 20.24 15.16 10.43 7.11 29.1 11.34 3.1 15.27 5.83 4.97 7.43 5.6 12.92 593316 1111.5 17701 2007692 518649 629001 106197835 3795875 3906.7 15733 892.7 1184.2 3.2 305.278 256.485 72.513 21476.3 105033 10001.3 3026.058 59.596 5.109 7.615 11.363 46.243 8.024 5.225 138409 33.2 11693.4 36.1 38.83 49.51 50.1 22.99 47.96 80.57 31.94 5.58 17.12 11.84 13.56 12.74 13.02 28.71 5041.3 112837 2679.7 131113 6178.3 98.825 2305.2 10.12 14.09 20 15.32 10.39 6.99 28.8 11.58 2.97 15.26 5.91 4.97 7.59 5.61 13.17 654095 1038.3 12380 1985772 497709 558560 107926092 3593614 4055.7 15895.6 902.9 1180.9 3.3 306.189 256.321 71.38 22068.2 109065 9814.8 3035.013 59.249 5.011 7.59 12.684 46.475 10.299 4.359 102666 33.2 12667.5 36.25 41.15 49.12 54.6 27.83 51.53 98.93 33.67 5.61 16.68 12.29 13.81 12.59 13.28 28.82 4485.8 96271 2620.0 131846 6142.0 98.453 2202.1 10.34 13.19 19.98 15.2 10.33 6.92 29.06 11.38 3.03 15.21 5.88 4.93 7.39 5.5 12.98 586679 968.0 20282 1986790 498715 563861 110355654 3656007 4040.6 16025.3 911.1 1162.1 3.2 305.568 256.303 71.217 21886.5 105682 9857.0 3035.692 57.156 4.996 7.292 12.806 46.217 9.974 4.266 106201 33.2 11704.2 36.55 41.54 48.67 67.92 32.93 31.22 83.42 31.59 5.53 16.52 11.71 13.53 13.56 13.5 28.75 5102.0 111614 2660.0 130920 6457.2 96.467 2220.6 10.15 13.25 20.01 15.23 10.38 7.06 28.9 11.28 3.44 15.3 5.86 4.99 7.35 5.46 12.97 662215 965.4 19465 1986640 515847 524031 108371044 3634278 4006.9 15930.8 891.3 1231.9 2.8 304.27 260.288 72.72 OpenBenchmarking.org
Renaissance Test: Akka Unbalanced Cobwebbed Tree OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Akka Unbalanced Cobwebbed Tree 1 2 3 4 5 5K 10K 15K 20K 25K 21703.7 21813.4 21476.3 22068.2 21886.5 MIN: 17470.92 MIN: 17692.66 MIN: 16811.84 MIN: 17854.31 MIN: 17290.55 / MAX: 21886.51
Apache Cassandra Test: Mixed 1:1 OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Mixed 1:1 1 2 3 4 5 20K 40K 60K 80K 100K 107795 98990 105033 109065 105682
Renaissance Test: ALS Movie Lens OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: ALS Movie Lens 1 2 3 4 5 2K 4K 6K 8K 10K 9836.8 9878.2 10001.3 9814.8 9857.0 MIN: 9836.79 / MAX: 10913.95 MIN: 9878.16 / MAX: 10881.78 MAX: 10664.39 MAX: 10837.56 MAX: 10953.76
TNN Target: CPU - Model: DenseNet OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: DenseNet 1 2 3 4 5 700 1400 2100 2800 3500 3034.70 3023.79 3026.06 3035.01 3035.69 MIN: 2912.24 / MAX: 3124.53 MIN: 2920.77 / MAX: 3156.22 MIN: 2928.6 / MAX: 3128.17 MIN: 2955.47 / MAX: 3126.05 MIN: 2892.85 / MAX: 3147.55 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
Mobile Neural Network Model: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: inception-v3 1 2 3 4 5 14 28 42 56 70 59.53 61.55 59.60 59.25 57.16 MIN: 56.78 / MAX: 99.98 MIN: 51.43 / MAX: 102.58 MIN: 55.24 / MAX: 97.8 MIN: 52.71 / MAX: 69.65 MIN: 54.43 / MAX: 135.59 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 4 5 1.1507 2.3014 3.4521 4.6028 5.7535 5.114 4.948 5.109 5.011 4.996 MIN: 4.89 / MAX: 30.05 MIN: 4.79 / MAX: 25.01 MIN: 4.71 / MAX: 29.42 MIN: 4.8 / MAX: 22.32 MIN: 4.88 / MAX: 35.84 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 4 5 2 4 6 8 10 7.707 8.046 7.615 7.590 7.292 MIN: 7.59 / MAX: 7.99 MIN: 7.62 / MAX: 8.45 MIN: 7.29 / MAX: 12.92 MIN: 7.48 / MAX: 7.71 MIN: 7.11 / MAX: 7.43 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 4 5 3 6 9 12 15 12.28 11.02 11.36 12.68 12.81 MIN: 11.38 / MAX: 19.14 MIN: 10.22 / MAX: 21.7 MIN: 11.04 / MAX: 29.01 MIN: 12.08 / MAX: 18.74 MIN: 11.94 / MAX: 21.8 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: resnet-v2-50 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: resnet-v2-50 1 2 3 4 5 11 22 33 44 55 44.87 50.67 46.24 46.48 46.22 MIN: 41.23 / MAX: 54.09 MIN: 44.15 / MAX: 55.02 MIN: 42.25 / MAX: 53.65 MIN: 43.11 / MAX: 50.9 MIN: 41.32 / MAX: 52.99 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 4 5 3 6 9 12 15 9.868 8.954 8.024 10.299 9.974 MIN: 9.54 / MAX: 23.89 MIN: 8.01 / MAX: 11.74 MIN: 7.58 / MAX: 11.85 MIN: 9.73 / MAX: 18.57 MIN: 7.53 / MAX: 12.21 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: mobilenetV3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: mobilenetV3 1 2 3 4 5 1.1756 2.3512 3.5268 4.7024 5.878 5.165 4.324 5.225 4.359 4.266 MIN: 5.09 / MAX: 5.32 MIN: 4.26 / MAX: 4.41 MIN: 5.17 / MAX: 5.3 MIN: 4.19 / MAX: 4.5 MIN: 4.19 / MAX: 4.34 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
Apache Cassandra Test: Reads OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Reads 1 2 3 4 5 30K 60K 90K 120K 150K 91943 105525 138409 102666 106201
GravityMark Resolution: 1920 x 1080 - Renderer: Vulkan OpenBenchmarking.org Frames Per Second, More Is Better GravityMark 1.2 Resolution: 1920 x 1080 - Renderer: Vulkan 1 2 3 4 5 8 16 24 32 40 33.2 33.2 33.2 33.2 33.2
Renaissance Test: Savina Reactors.IO OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Savina Reactors.IO 1 2 3 4 5 3K 6K 9K 12K 15K 12292.6 12326.5 11693.4 12667.5 11704.2 MIN: 12292.59 / MAX: 18810.77 MAX: 24642.39 MAX: 22224.71 MAX: 18487.31 MAX: 16979.22
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: regnety_400m 1 2 3 4 5 9 18 27 36 45 38.70 36.84 36.10 36.25 36.55 MIN: 37.97 / MAX: 85.56 MIN: 34.73 / MAX: 162.06 MIN: 35.69 / MAX: 56.2 MIN: 35.89 / MAX: 36.77 MIN: 35.32 / MAX: 206.92 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: squeezenet_ssd 1 2 3 4 5 10 20 30 40 50 42.91 36.43 38.83 41.15 41.54 MIN: 30.87 / MAX: 416.32 MIN: 30.42 / MAX: 410.51 MIN: 30.73 / MAX: 374.79 MIN: 31.18 / MAX: 416.67 MIN: 30.67 / MAX: 413.78 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: yolov4-tiny 1 2 3 4 5 12 24 36 48 60 52.00 47.08 49.51 49.12 48.67 MIN: 40.2 / MAX: 208.8 MIN: 42.27 / MAX: 198.04 MIN: 41.22 / MAX: 202.49 MIN: 42.66 / MAX: 205.45 MIN: 40.87 / MAX: 205.92 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: resnet50 1 2 3 4 5 15 30 45 60 75 68.54 53.95 50.10 54.60 67.92 MIN: 39.32 / MAX: 510.25 MIN: 37.14 / MAX: 491.26 MIN: 37.92 / MAX: 520.46 MIN: 36.7 / MAX: 497.36 MIN: 38.45 / MAX: 507.97 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: alexnet 1 2 3 4 5 8 16 24 32 40 24.56 26.93 22.99 27.83 32.93 MIN: 15.88 / MAX: 92.56 MIN: 19.47 / MAX: 85.7 MIN: 15.58 / MAX: 92.05 MIN: 18.52 / MAX: 91.86 MIN: 19.24 / MAX: 89.92 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: resnet18 1 2 3 4 5 13 26 39 52 65 44.83 56.06 47.96 51.53 31.22 MIN: 23.94 / MAX: 207.98 MIN: 23.61 / MAX: 202.81 MIN: 21.37 / MAX: 192.24 MIN: 22.9 / MAX: 210.3 MIN: 23.82 / MAX: 211.9 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: vgg16 1 2 3 4 5 20 40 60 80 100 97.15 87.61 80.57 98.93 83.42 MIN: 64.38 / MAX: 202.68 MIN: 68.85 / MAX: 190.59 MIN: 62.68 / MAX: 197.8 MIN: 74.18 / MAX: 190.37 MIN: 66.24 / MAX: 193.76 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: googlenet 1 2 3 4 5 8 16 24 32 40 35.87 30.90 31.94 33.67 31.59 MIN: 28.45 / MAX: 481.26 MIN: 27.29 / MAX: 397.95 MIN: 27.72 / MAX: 426.31 MIN: 27.61 / MAX: 462.78 MIN: 28.02 / MAX: 460.48 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: blazeface 1 2 3 4 5 1.3028 2.6056 3.9084 5.2112 6.514 5.79 5.33 5.58 5.61 5.53 MIN: 5.69 / MAX: 6.07 MIN: 5.25 / MAX: 5.58 MIN: 5.47 / MAX: 5.72 MIN: 5.5 / MAX: 7.92 MIN: 5.45 / MAX: 7.37 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: efficientnet-b0 1 2 3 4 5 4 8 12 16 20 17.03 16.06 17.12 16.68 16.52 MIN: 16.22 / MAX: 51.28 MIN: 15.75 / MAX: 30.09 MIN: 16.12 / MAX: 152.21 MIN: 16.15 / MAX: 50.41 MIN: 16.25 / MAX: 18.02 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mnasnet 1 2 3 4 5 3 6 9 12 15 12.19 12.86 11.84 12.29 11.71 MIN: 11.38 / MAX: 68.71 MIN: 10.99 / MAX: 95.85 MIN: 11.45 / MAX: 23.8 MIN: 11.63 / MAX: 72.91 MIN: 11.35 / MAX: 33.67 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: shufflenet-v2 1 2 3 4 5 4 8 12 16 20 14.00 12.78 13.56 13.81 13.53 MIN: 13.87 / MAX: 19.94 MIN: 12.67 / MAX: 14.53 MIN: 13.3 / MAX: 14.22 MIN: 13.54 / MAX: 53.61 MIN: 13.47 / MAX: 15.05 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU-v3-v3 - Model: mobilenet-v3 1 2 3 4 5 4 8 12 16 20 13.01 13.65 12.74 12.59 13.56 MIN: 12.47 / MAX: 57.66 MIN: 11.77 / MAX: 337.64 MIN: 11.95 / MAX: 65 MIN: 12.09 / MAX: 33.96 MIN: 12 / MAX: 333.01 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU-v2-v2 - Model: mobilenet-v2 1 2 3 4 5 3 6 9 12 15 13.38 13.53 13.02 13.28 13.50 MIN: 13 / MAX: 38.43 MIN: 13.01 / MAX: 42.06 MIN: 12.64 / MAX: 48.95 MIN: 12.8 / MAX: 35.47 MIN: 12.07 / MAX: 135.13 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mobilenet 1 2 3 4 5 7 14 21 28 35 29.59 31.08 28.71 28.82 28.75 MIN: 27.53 / MAX: 185.96 MIN: 26.18 / MAX: 458.09 MIN: 27.73 / MAX: 39.91 MIN: 27.42 / MAX: 44.83 MIN: 26.67 / MAX: 185.23 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
Renaissance Test: Apache Spark PageRank OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Apache Spark PageRank 1 2 3 4 5 1200 2400 3600 4800 6000 5088.7 5443.7 5041.3 4485.8 5102.0 MIN: 4448.56 / MAX: 6210.19 MIN: 4391.93 / MAX: 6021.74 MIN: 4424.93 / MAX: 5742.67 MIN: 3933.91 / MAX: 4772.53 MIN: 4315.23 / MAX: 5711.89
Apache Cassandra Test: Mixed 1:3 OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Mixed 1:3 1 2 3 4 5 20K 40K 60K 80K 100K 97181 105086 112837 96271 111614
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 4 5 600 1200 1800 2400 3000 2665.9 2700.4 2679.7 2620.0 2660.0 MIN: 2578.84 / MAX: 2774.18 MIN: 2545.29 / MAX: 2761.15 MIN: 2563.63 / MAX: 2741.28 MIN: 2515.57 / MAX: 2711.91 MIN: 2578.14 / MAX: 2737.39
Apache Cassandra Test: Writes OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Writes 1 2 3 4 5 30K 60K 90K 120K 150K 137190 130153 131113 131846 130920
Renaissance Test: In-Memory Database Shootout OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: In-Memory Database Shootout 1 2 3 4 5 1400 2800 4200 5600 7000 6178.5 6439.5 6178.3 6142.0 6457.2 MIN: 5704.5 / MAX: 7336.04 MIN: 6072.23 / MAX: 7632.21 MIN: 5620.9 / MAX: 6868.2 MIN: 5851.56 / MAX: 7455.54 MIN: 5915.55 / MAX: 8134.07
YafaRay Total Time For Sample Scene OpenBenchmarking.org Seconds, Fewer Is Better YafaRay 3.5.1 Total Time For Sample Scene 1 2 3 4 5 20 40 60 80 100 96.09 98.40 98.83 98.45 96.47 1. (CXX) g++ options: -std=c++11 -pthread -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype
Renaissance Test: Apache Spark ALS OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Apache Spark ALS 1 2 3 4 5 500 1000 1500 2000 2500 2359.6 2279.6 2305.2 2202.1 2220.6 MIN: 1999.13 / MAX: 2897.65 MIN: 2114.19 / MAX: 2739.91 MIN: 2098.45 / MAX: 2612.05 MIN: 2007.07 / MAX: 2378.82 MIN: 1994.96 / MAX: 2449.6
NCNN Target: Vulkan GPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: regnety_400m 1 2 3 4 5 3 6 9 12 15 10.19 10.37 10.12 10.34 10.15 MIN: 8.08 / MAX: 13.58 MIN: 8 / MAX: 13.62 MIN: 8.01 / MAX: 14.31 MIN: 8.08 / MAX: 13.86 MIN: 8.04 / MAX: 15.31 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: squeezenet_ssd 1 2 3 4 5 4 8 12 16 20 13.47 13.18 14.09 13.19 13.25 MIN: 11.98 / MAX: 19.27 MIN: 12.01 / MAX: 18.7 MIN: 12.14 / MAX: 19.02 MIN: 12.04 / MAX: 20.01 MIN: 12.14 / MAX: 17.67 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: yolov4-tiny 1 2 3 4 5 5 10 15 20 25 20.00 20.24 20.00 19.98 20.01 MIN: 17.77 / MAX: 21.15 MIN: 17.97 / MAX: 24.64 MIN: 18.08 / MAX: 22.14 MIN: 16.44 / MAX: 21.44 MIN: 18.09 / MAX: 21.97 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: resnet50 1 2 3 4 5 4 8 12 16 20 15.32 15.16 15.32 15.20 15.23 MIN: 14.2 / MAX: 17.18 MIN: 14.32 / MAX: 21.23 MIN: 14.18 / MAX: 17.18 MIN: 14.25 / MAX: 18.36 MIN: 14.32 / MAX: 18.03 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: alexnet 1 2 3 4 5 3 6 9 12 15 10.29 10.43 10.39 10.33 10.38 MIN: 9.88 / MAX: 11.31 MIN: 10.1 / MAX: 15.52 MIN: 10.04 / MAX: 12.5 MIN: 10.03 / MAX: 11.3 MIN: 9.96 / MAX: 12.15 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: resnet18 1 2 3 4 5 2 4 6 8 10 7.05 7.11 6.99 6.92 7.06 MIN: 6.43 / MAX: 8.03 MIN: 6.36 / MAX: 8.36 MIN: 6.38 / MAX: 7.85 MIN: 6.38 / MAX: 7.48 MIN: 6.39 / MAX: 7.63 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: vgg16 1 2 3 4 5 7 14 21 28 35 28.93 29.10 28.80 29.06 28.90 MIN: 28.31 / MAX: 34.95 MIN: 28.36 / MAX: 31.55 MIN: 28.26 / MAX: 37.6 MIN: 28.36 / MAX: 37.22 MIN: 28.29 / MAX: 32.91 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: googlenet 1 2 3 4 5 3 6 9 12 15 11.31 11.34 11.58 11.38 11.28 MIN: 10.2 / MAX: 13.65 MIN: 10.3 / MAX: 12.72 MIN: 10.33 / MAX: 13.46 MIN: 10.43 / MAX: 12.85 MIN: 10.25 / MAX: 12.75 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: blazeface 1 2 3 4 5 0.774 1.548 2.322 3.096 3.87 3.11 3.10 2.97 3.03 3.44 MIN: 2.56 / MAX: 5.4 MIN: 2.87 / MAX: 5.62 MIN: 2.58 / MAX: 3.52 MIN: 2.87 / MAX: 3.67 MIN: 2.52 / MAX: 6.05 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: efficientnet-b0 1 2 3 4 5 4 8 12 16 20 15.48 15.27 15.26 15.21 15.30 MIN: 13.52 / MAX: 20.06 MIN: 14.21 / MAX: 18.36 MIN: 13.95 / MAX: 21.41 MIN: 14.37 / MAX: 21.09 MIN: 14.03 / MAX: 20.69 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: mnasnet 1 2 3 4 5 1.3298 2.6596 3.9894 5.3192 6.649 5.85 5.83 5.91 5.88 5.86 MIN: 5.13 / MAX: 8.18 MIN: 5.18 / MAX: 8.39 MIN: 5.17 / MAX: 10.71 MIN: 5.16 / MAX: 7.25 MIN: 5.15 / MAX: 7.6 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: shufflenet-v2 1 2 3 4 5 1.1228 2.2456 3.3684 4.4912 5.614 4.97 4.97 4.97 4.93 4.99 MIN: 4.45 / MAX: 6.44 MIN: 4.43 / MAX: 7.23 MIN: 4.46 / MAX: 6.42 MIN: 4.41 / MAX: 6.3 MIN: 4.45 / MAX: 6.42 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 1 2 3 4 5 2 4 6 8 10 7.35 7.43 7.59 7.39 7.35 MIN: 6.43 / MAX: 9.99 MIN: 6.48 / MAX: 9.01 MIN: 6.31 / MAX: 10.66 MIN: 6.27 / MAX: 9.03 MIN: 6.45 / MAX: 9.02 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 1 2 3 4 5 1.2623 2.5246 3.7869 5.0492 6.3115 5.56 5.60 5.61 5.50 5.46 MIN: 4.93 / MAX: 7.18 MIN: 4.95 / MAX: 7.16 MIN: 4.95 / MAX: 7.34 MIN: 4.94 / MAX: 7.18 MIN: 4.93 / MAX: 6.8 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: mobilenet 1 2 3 4 5 3 6 9 12 15 13.12 12.92 13.17 12.98 12.97 MIN: 11.31 / MAX: 18.96 MIN: 11.38 / MAX: 15.07 MIN: 11.48 / MAX: 18.65 MIN: 11.47 / MAX: 14.98 MIN: 11.33 / MAX: 18.32 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
Facebook RocksDB Test: Sequential Fill OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.22.1 Test: Sequential Fill 1 2 3 4 5 140K 280K 420K 560K 700K 629253 593316 654095 586679 662215 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Renaissance Test: Scala Dotty OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Scala Dotty 1 2 3 4 5 200 400 600 800 1000 1132.9 1111.5 1038.3 968.0 965.4 MIN: 869.98 / MAX: 1652.27 MIN: 825.61 / MAX: 1673.04 MIN: 789.12 / MAX: 1519.26 MIN: 797.44 / MAX: 1715.9 MIN: 822.35 / MAX: 1656.11
Facebook RocksDB Test: Random Fill Sync OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.22.1 Test: Random Fill Sync 1 2 3 4 5 4K 8K 12K 16K 20K 16365 17701 12380 20282 19465 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Facebook RocksDB Test: Read Random Write Random OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.22.1 Test: Read Random Write Random 1 2 3 4 5 400K 800K 1200K 1600K 2000K 1929291 2007692 1985772 1986790 1986640 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Facebook RocksDB Test: Update Random OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.22.1 Test: Update Random 1 2 3 4 5 110K 220K 330K 440K 550K 516006 518649 497709 498715 515847 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Facebook RocksDB Test: Random Fill OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.22.1 Test: Random Fill 1 2 3 4 5 130K 260K 390K 520K 650K 559506 629001 558560 563861 524031 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Facebook RocksDB Test: Random Read OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.22.1 Test: Random Read 1 2 3 4 5 20M 40M 60M 80M 100M 105202520 106197835 107926092 110355654 108371044 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Facebook RocksDB Test: Read While Writing OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.22.1 Test: Read While Writing 1 2 3 4 5 800K 1600K 2400K 3200K 4000K 3684442 3795875 3593614 3656007 3634278 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Renaissance Test: Finagle HTTP Requests OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Finagle HTTP Requests 1 2 3 4 5 900 1800 2700 3600 4500 4099.4 3906.7 4055.7 4040.6 4006.9 MIN: 3762.19 / MAX: 4201.46 MIN: 3579.93 / MAX: 4123.16 MIN: 3691.81 / MAX: 4318.24 MIN: 3751.67 / MAX: 4040.65 MIN: 3646.54 / MAX: 4121.13
C-Blosc Compressor: blosclz OpenBenchmarking.org MB/s, More Is Better C-Blosc 2.0 Compressor: blosclz 1 2 3 4 5 3K 6K 9K 12K 15K 15950.7 15733.0 15895.6 16025.3 15930.8 1. (CC) gcc options: -std=gnu99 -O3 -pthread -lrt -lm
Renaissance Test: Random Forest OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Random Forest 1 2 3 4 5 200 400 600 800 1000 920.0 892.7 902.9 911.1 891.3 MIN: 857.45 / MAX: 1097.17 MIN: 815.43 / MAX: 1071.54 MIN: 822.24 / MAX: 1077.32 MIN: 823.41 / MAX: 1100.48 MIN: 822.7 / MAX: 1078.04
Renaissance Test: Apache Spark Bayes OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Apache Spark Bayes 1 2 3 4 5 300 600 900 1200 1500 1209.1 1184.2 1180.9 1162.1 1231.9 MIN: 844.99 / MAX: 1362.04 MIN: 844.46 / MAX: 1454.51 MIN: 838.22 / MAX: 1318.56 MIN: 828.94 / MAX: 1413.63 MIN: 895.93 / MAX: 1323.17
Natron Input: Spaceship OpenBenchmarking.org FPS, More Is Better Natron 2.4 Input: Spaceship 1 2 3 4 5 0.765 1.53 2.295 3.06 3.825 3.4 3.2 3.3 3.2 2.8
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: MobileNet v2 1 2 3 4 5 70 140 210 280 350 306.27 305.28 306.19 305.57 304.27 MIN: 286.26 / MAX: 326.58 MIN: 285.8 / MAX: 332.42 MIN: 287.51 / MAX: 329.75 MIN: 292.7 / MAX: 327.33 MIN: 290.3 / MAX: 318.91 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 4 5 60 120 180 240 300 256.36 256.49 256.32 256.30 260.29 MIN: 256.1 / MAX: 260.81 MIN: 256.23 / MAX: 256.87 MIN: 256.09 / MAX: 256.97 MIN: 256.1 / MAX: 256.7 MIN: 259.71 / MAX: 261.25 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 4 5 16 32 48 64 80 72.12 72.51 71.38 71.22 72.72 MIN: 71.88 / MAX: 72.89 MIN: 72.19 / MAX: 72.84 MIN: 70.98 / MAX: 72.07 MIN: 70.73 / MAX: 73.6 MIN: 72.49 / MAX: 73.01 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
Phoronix Test Suite v10.8.5