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&grt .
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 cassandra: Reads cassandra: Writes cassandra: Mixed 1:1 cassandra: Mixed 1:3 blosc: blosclz rocksdb: Rand Fill rocksdb: Rand Read rocksdb: Update Rand rocksdb: Seq Fill rocksdb: Rand Fill Sync rocksdb: Read While Writing rocksdb: Read Rand Write Rand gravitymark: 1920 x 1080 - Vulkan mnn: mobilenetV3 mnn: squeezenetv1.1 mnn: resnet-v2-50 mnn: SqueezeNetV1.0 mnn: MobileNetV2_224 mnn: mobilenet-v1-1.0 mnn: inception-v3 natron: Spaceship 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 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 ncnn: Vulkan GPU - squeezenet_ssd ncnn: Vulkan GPU - regnety_400m 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 tnn: CPU - DenseNet tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v2 tnn: CPU - SqueezeNet v1.1 yafaray: Total Time For Sample Scene 1 2 3 4 5 91943 137190 107795 97181 15950.7 559506 105202520 516006 629253 16365 3684442 1929291 33.2 5.165 9.868 44.868 12.281 7.707 5.114 59.53 3.4 29.59 13.38 13.01 14 12.19 17.03 5.79 35.87 97.15 44.83 24.56 68.54 52 42.91 38.7 13.12 5.56 7.35 4.97 5.85 15.48 3.11 11.31 28.93 7.05 10.29 15.32 20 13.47 10.19 1132.9 920.0 9836.8 2359.6 1209.1 12292.6 5088.7 4099.4 6178.5 21703.7 2665.9 3034.7 306.266 72.115 256.355 96.086 105525 130153 98990 105086 15733 629001 106197835 518649 593316 17701 3795875 2007692 33.2 4.324 8.954 50.67 11.024 8.046 4.948 61.552 3.2 31.08 13.53 13.65 12.78 12.86 16.06 5.33 30.9 87.61 56.06 26.93 53.95 47.08 36.43 36.84 12.92 5.6 7.43 4.97 5.83 15.27 3.1 11.34 29.1 7.11 10.43 15.16 20.24 13.18 10.37 1111.5 892.7 9878.2 2279.6 1184.2 12326.5 5443.7 3906.7 6439.5 21813.4 2700.4 3023.791 305.278 72.513 256.485 98.403 138409 131113 105033 112837 15895.6 558560 107926092 497709 654095 12380 3593614 1985772 33.2 5.225 8.024 46.243 11.363 7.615 5.109 59.596 3.3 28.71 13.02 12.74 13.56 11.84 17.12 5.58 31.94 80.57 47.96 22.99 50.1 49.51 38.83 36.1 13.17 5.61 7.59 4.97 5.91 15.26 2.97 11.58 28.8 6.99 10.39 15.32 20 14.09 10.12 1038.3 902.9 10001.3 2305.2 1180.9 11693.4 5041.3 4055.7 6178.3 21476.3 2679.7 3026.058 306.189 71.38 256.321 98.825 102666 131846 109065 96271 16025.3 563861 110355654 498715 586679 20282 3656007 1986790 33.2 4.359 10.299 46.475 12.684 7.59 5.011 59.249 3.2 28.82 13.28 12.59 13.81 12.29 16.68 5.61 33.67 98.93 51.53 27.83 54.6 49.12 41.15 36.25 12.98 5.5 7.39 4.93 5.88 15.21 3.03 11.38 29.06 6.92 10.33 15.2 19.98 13.19 10.34 968.0 911.1 9814.8 2202.1 1162.1 12667.5 4485.8 4040.6 6142.0 22068.2 2620.0 3035.013 305.568 71.217 256.303 98.453 106201 130920 105682 111614 15930.8 524031 108371044 515847 662215 19465 3634278 1986640 33.2 4.266 9.974 46.217 12.806 7.292 4.996 57.156 2.8 28.75 13.5 13.56 13.53 11.71 16.52 5.53 31.59 83.42 31.22 32.93 67.92 48.67 41.54 36.55 12.97 5.46 7.35 4.99 5.86 15.3 3.44 11.28 28.9 7.06 10.38 15.23 20.01 13.25 10.15 965.4 891.3 9857.0 2220.6 1231.9 11704.2 5102.0 4006.9 6457.2 21886.5 2660.0 3035.692 304.27 72.72 260.288 96.467 OpenBenchmarking.org
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
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
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
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
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
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: 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: 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
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 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
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
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
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
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: 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: SqueezeNetV1.0 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: 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: 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: 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
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
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
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-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 - 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 - 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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
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-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 - 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 - 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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
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
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: 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
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
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
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
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
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
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
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
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
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
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 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
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
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
Phoronix Test Suite v10.8.5