8400 july Intel Core i5-8400 testing with a MSI Z370M MORTAR (MS-7B54) v1.0 (1.80 BIOS) and MSI Intel UHD 630 CFL GT2 3GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2107318-IB-8400JULY707&grt .
8400 july Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL Compiler File-System Screen Resolution 1 2 3 Intel Core i5-8400 @ 4.00GHz (6 Cores) MSI Z370M MORTAR (MS-7B54) v1.0 (1.80 BIOS) Intel 8th Gen Core 8GB 512GB INTEL SSDPEKNW512G8 MSI Intel UHD 630 CFL GT2 3GB (1050MHz) Realtek ALC892 DELL S2409W Intel I219-V Ubuntu 20.04 5.9.0-050900rc7daily20200929-generic (x86_64) 20200928 GNOME Shell 3.36.4 X Server 1.20.9 4.6 Mesa 20.0.8 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: intel_pstate powersave - CPU Microcode: 0xde - Thermald 1.9.1 Java Details - OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04) Python Details - Python 3.8.5 Security Details - itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT disabled + mds: Mitigation of Clear buffers; SMT disabled + 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: disabled RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected
8400 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 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 34648 39017 33184 31843 10008.5 800788 31572291 369143 910397 2314 852501 944872 1.519 3.018 26.292 4.6 2.926 3.384 28.23 1.2 18.33 5.05 4.17 3.98 4.09 6.85 1.48 16.75 67.73 17.69 14.01 31.37 28.69 28 8.69 38.96 13.18 15.73 16.41 15.15 26.99 2.92 36.53 198.38 31.53 47.83 77.08 78.25 45.46 18.28 1012.0 737.5 6985.1 3160.3 8704.7 9044.6 3581.1 1733.6 3963.8 9570.9 1512.1 4159.761 361.914 80.425 340.383 276.576 33617 38454 32910 32859 10054.6 808651 31642527 377636 921203 2320 796682 944471 1.545 2.967 26.201 4.654 2.945 3.385 28.361 1.4 18.38 5 4.22 4.05 4.12 6.97 1.51 16.78 67.62 17.81 13.99 31.3 28.67 28.02 8.76 39.33 13.14 14.51 16.02 13.52 26.93 3.18 36.48 205.24 31.49 46.6 77.03 78.18 45.4 18.18 1124.1 735.5 6943.9 3198.9 8628.9 9123.3 3377.5 1749.7 4004.3 9728.5 1516.6 4416.994 362.042 80.461 340.326 275.329 36020 38338 32843 30618 10083.4 806010 31649119 377676 908932 2367 809825 933492 1.561 2.974 26.21 4.617 2.929 3.376 27.97 1.2 18.28 5.01 4.21 4.03 4.14 6.93 1.49 16.74 68.09 17.81 14.03 31.3 28.59 27.97 8.73 38.16 13.17 15.99 16.03 13.53 26.93 3.04 36.5 200.37 31.51 49.62 77.03 78.07 45.63 18.21 992.5 726.2 7017.7 3156.6 8178.6 7577.1 3588.1 1778.9 4070.1 9656.2 1524.3 4182.83 364.573 80.709 340.31 278.089 OpenBenchmarking.org
Apache Cassandra Test: Reads OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Reads 1 2 3 8K 16K 24K 32K 40K 34648 33617 36020
Apache Cassandra Test: Writes OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Writes 1 2 3 8K 16K 24K 32K 40K 39017 38454 38338
Apache Cassandra Test: Mixed 1:1 OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Mixed 1:1 1 2 3 7K 14K 21K 28K 35K 33184 32910 32843
Apache Cassandra Test: Mixed 1:3 OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Mixed 1:3 1 2 3 7K 14K 21K 28K 35K 31843 32859 30618
C-Blosc Compressor: blosclz OpenBenchmarking.org MB/s, More Is Better C-Blosc 2.0 Compressor: blosclz 1 2 3 2K 4K 6K 8K 10K 10008.5 10054.6 10083.4 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 200K 400K 600K 800K 1000K 800788 808651 806010 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 7M 14M 21M 28M 35M 31572291 31642527 31649119 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 80K 160K 240K 320K 400K 369143 377636 377676 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 200K 400K 600K 800K 1000K 910397 921203 908932 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 3 500 1000 1500 2000 2500 2314 2320 2367 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 200K 400K 600K 800K 1000K 852501 796682 809825 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 200K 400K 600K 800K 1000K 944872 944471 933492 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Mobile Neural Network Model: mobilenetV3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: mobilenetV3 1 2 3 0.3512 0.7024 1.0536 1.4048 1.756 1.519 1.545 1.561 MIN: 1.5 / MAX: 1.61 MIN: 1.48 / MAX: 3.11 MIN: 1.5 / MAX: 1.61 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 0.6791 1.3582 2.0373 2.7164 3.3955 3.018 2.967 2.974 MIN: 2.93 / MAX: 3.57 MIN: 2.87 / MAX: 11.41 MIN: 2.86 / MAX: 3.05 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 26.29 26.20 26.21 MIN: 26.09 / MAX: 27.84 MIN: 25.97 / MAX: 26.73 MIN: 26.06 / MAX: 27.83 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 1.0472 2.0944 3.1416 4.1888 5.236 4.600 4.654 4.617 MIN: 4.46 / MAX: 4.9 MIN: 4.47 / MAX: 4.8 MIN: 4.52 / MAX: 13.23 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 0.6626 1.3252 1.9878 2.6504 3.313 2.926 2.945 2.929 MIN: 2.84 / MAX: 3.06 MIN: 2.86 / MAX: 3.14 MIN: 2.85 / MAX: 3.02 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 0.7616 1.5232 2.2848 3.0464 3.808 3.384 3.385 3.376 MIN: 3.33 / MAX: 3.45 MIN: 3.35 / MAX: 3.6 MIN: 3.33 / MAX: 3.47 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 7 14 21 28 35 28.23 28.36 27.97 MIN: 27.89 / MAX: 36.98 MIN: 28.11 / MAX: 28.61 MIN: 27.72 / MAX: 36.78 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 0.315 0.63 0.945 1.26 1.575 1.2 1.4 1.2
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mobilenet 1 2 3 5 10 15 20 25 18.33 18.38 18.28 MIN: 18.18 / MAX: 18.48 MIN: 18.24 / MAX: 19.95 MIN: 18.17 / MAX: 18.46 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 1.1363 2.2726 3.4089 4.5452 5.6815 5.05 5.00 5.01 MIN: 5 / MAX: 5.13 MIN: 4.91 / MAX: 5.84 MIN: 4.95 / MAX: 5.8 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 0.9495 1.899 2.8485 3.798 4.7475 4.17 4.22 4.21 MIN: 4.13 / MAX: 4.33 MIN: 4.18 / MAX: 5.06 MIN: 4.16 / MAX: 5 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 0.9113 1.8226 2.7339 3.6452 4.5565 3.98 4.05 4.03 MIN: 3.96 / MAX: 4.07 MIN: 3.98 / MAX: 5.22 MIN: 4 / MAX: 5.17 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 0.9315 1.863 2.7945 3.726 4.6575 4.09 4.12 4.14 MIN: 4.07 / MAX: 4.17 MIN: 4.08 / MAX: 4.43 MIN: 4.05 / MAX: 4.2 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 2 4 6 8 10 6.85 6.97 6.93 MIN: 6.82 / MAX: 6.91 MIN: 6.92 / MAX: 7.08 MIN: 6.9 / MAX: 7 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 0.3398 0.6796 1.0194 1.3592 1.699 1.48 1.51 1.49 MIN: 1.47 / MAX: 1.56 MIN: 1.49 / MAX: 1.61 MIN: 1.48 / MAX: 1.57 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 8 12 16 20 16.75 16.78 16.74 MIN: 16.63 / MAX: 16.85 MIN: 16.61 / MAX: 18.95 MIN: 16.58 / MAX: 16.86 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 15 30 45 60 75 67.73 67.62 68.09 MIN: 67.59 / MAX: 75.89 MIN: 67.47 / MAX: 76.26 MIN: 67.96 / MAX: 69.59 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 8 12 16 20 17.69 17.81 17.81 MIN: 17.6 / MAX: 18.4 MIN: 17.73 / MAX: 17.96 MIN: 17.7 / MAX: 18.1 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 8 12 16 20 14.01 13.99 14.03 MIN: 13.97 / MAX: 14.06 MIN: 13.95 / MAX: 14.07 MIN: 13.98 / MAX: 14.11 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 7 14 21 28 35 31.37 31.30 31.30 MIN: 31.16 / MAX: 31.66 MIN: 31.17 / MAX: 32.33 MIN: 31.03 / MAX: 31.94 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 7 14 21 28 35 28.69 28.67 28.59 MIN: 28.59 / MAX: 29.26 MIN: 28.59 / MAX: 28.82 MIN: 28.52 / MAX: 28.84 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 7 14 21 28 35 28.00 28.02 27.97 MIN: 27.75 / MAX: 28.18 MIN: 27.81 / MAX: 28.2 MIN: 27.78 / MAX: 28.53 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 2 4 6 8 10 8.69 8.76 8.73 MIN: 8.66 / MAX: 10.83 MIN: 8.73 / MAX: 10.29 MIN: 8.71 / MAX: 8.79 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 9 18 27 36 45 38.96 39.33 38.16 MIN: 38.71 / MAX: 40.54 MIN: 37.92 / MAX: 42.1 MIN: 37.85 / MAX: 42 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 3 6 9 12 15 13.18 13.14 13.17 MIN: 12.92 / MAX: 13.24 MIN: 12.41 / MAX: 13.27 MIN: 12.9 / MAX: 13.25 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 8 12 16 20 15.73 14.51 15.99 MIN: 14.85 / MAX: 15.92 MIN: 14.22 / MAX: 14.57 MIN: 15.73 / MAX: 16.04 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 8 12 16 20 16.41 16.02 16.03 MIN: 16.18 / MAX: 16.66 MIN: 15.75 / MAX: 17.15 MIN: 15.76 / MAX: 17.24 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 8 12 16 20 15.15 13.52 13.53 MIN: 14.4 / MAX: 15.49 MIN: 13.23 / MAX: 13.58 MIN: 13.27 / MAX: 13.61 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 6 12 18 24 30 26.99 26.93 26.93 MIN: 26.68 / MAX: 27.05 MIN: 26.64 / MAX: 26.98 MIN: 25.96 / MAX: 26.98 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 0.7155 1.431 2.1465 2.862 3.5775 2.92 3.18 3.04 MIN: 2.61 / MAX: 3.28 MIN: 3 / MAX: 3.56 MIN: 2.61 / MAX: 3.45 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 8 16 24 32 40 36.53 36.48 36.50 MIN: 35.67 / MAX: 36.77 MIN: 36.16 / MAX: 36.57 MIN: 35.61 / MAX: 37.11 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 50 100 150 200 250 198.38 205.24 200.37 MIN: 196.88 / MAX: 200 MIN: 203.92 / MAX: 206.82 MIN: 198.97 / MAX: 202.3 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 7 14 21 28 35 31.53 31.49 31.51 MIN: 30.84 / MAX: 31.63 MIN: 30.96 / MAX: 31.58 MIN: 31.24 / MAX: 31.6 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 11 22 33 44 55 47.83 46.60 49.62 MIN: 46.21 / MAX: 50.34 MIN: 44.79 / MAX: 48.68 MIN: 47.86 / MAX: 52.07 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 20 40 60 80 100 77.08 77.03 77.03 MIN: 76.34 / MAX: 77.23 MIN: 76.71 / MAX: 77.18 MIN: 76.22 / MAX: 77.25 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 20 40 60 80 100 78.25 78.18 78.07 MIN: 76.92 / MAX: 113.38 MIN: 76.85 / MAX: 80.57 MIN: 76.91 / MAX: 80.56 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 10 20 30 40 50 45.46 45.40 45.63 MIN: 44.7 / MAX: 49.44 MIN: 45.19 / MAX: 45.52 MIN: 44.94 / MAX: 46.46 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 8 12 16 20 18.28 18.18 18.21 MIN: 18.13 / MAX: 18.63 MIN: 17.88 / MAX: 18.31 MIN: 18.06 / MAX: 18.51 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 3 200 400 600 800 1000 1012.0 1124.1 992.5 MIN: 773.38 / MAX: 1723.55 MIN: 785.39 / MAX: 1722.47 MIN: 780.65 / MAX: 1695.19
Renaissance Test: Random Forest OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Random Forest 1 2 3 160 320 480 640 800 737.5 735.5 726.2 MIN: 684.11 / MAX: 956.98 MIN: 684.38 / MAX: 925.67 MIN: 675.99 / MAX: 885.07
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 6985.1 6943.9 7017.7 MIN: 6832.51 / MAX: 8493.09 MIN: 6785.55 / MAX: 8329.29 MIN: 6890.93 / MAX: 8463.96
Renaissance Test: Apache Spark ALS OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Apache Spark ALS 1 2 3 700 1400 2100 2800 3500 3160.3 3198.9 3156.6 MIN: 2608.78 / MAX: 3627.67 MIN: 2665.08 / MAX: 3554.87 MIN: 2735.43 / MAX: 3386.53
Renaissance Test: Apache Spark Bayes OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Apache Spark Bayes 1 2 3 2K 4K 6K 8K 10K 8704.7 8628.9 8178.6 MIN: 7038.39 / MAX: 8704.72 MIN: 6920.06 MIN: 6589.12 / MAX: 8178.64
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 9044.6 9123.3 7577.1 MIN: 8673.38 / MAX: 14828.58 MIN: 8669.01 / MAX: 14646.82 MIN: 7577.07 / MAX: 14617.68
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 3581.1 3377.5 3588.1 MIN: 3219.57 / MAX: 3605.13 MIN: 3165.82 / MAX: 3381.34 MIN: 3268.58 / MAX: 3697.13
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 1733.6 1749.7 1778.9 MIN: 1556.62 / MAX: 1840.27 MIN: 1586.05 / MAX: 1794.56 MIN: 1603.98 / MAX: 1835.47
Renaissance Test: In-Memory Database Shootout OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: In-Memory Database Shootout 1 2 3 900 1800 2700 3600 4500 3963.8 4004.3 4070.1 MIN: 3705.57 / MAX: 4342.31 MIN: 3724.02 / MAX: 4581.24 MIN: 3818.03 / MAX: 4376.9
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 9570.9 9728.5 9656.2 MIN: 7017.57 MIN: 7172.43 MIN: 7190.56 / MAX: 9656.21
Renaissance Test: Genetic Algorithm Using Jenetics + Futures OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Genetic Algorithm Using Jenetics + Futures 1 2 3 300 600 900 1200 1500 1512.1 1516.6 1524.3 MIN: 1495.05 / MAX: 1529.17 MIN: 1499.81 / MAX: 1534 MIN: 1508.46 / MAX: 1551.61
TNN Target: CPU - Model: DenseNet OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: DenseNet 1 2 3 900 1800 2700 3600 4500 4159.76 4416.99 4182.83 MIN: 4062.14 / MAX: 4319.25 MIN: 4313.71 / MAX: 4592.4 MIN: 4087 / MAX: 4320.01 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 80 160 240 320 400 361.91 362.04 364.57 MIN: 360.46 / MAX: 363.6 MIN: 360.38 / MAX: 363.88 MIN: 363.22 / MAX: 366.31 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 20 40 60 80 100 80.43 80.46 80.71 MIN: 80.03 / MAX: 80.8 MIN: 80.17 / MAX: 80.82 MIN: 80.34 / MAX: 81.26 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 70 140 210 280 350 340.38 340.33 340.31 MIN: 339.5 / MAX: 341.13 MIN: 339.56 / MAX: 341.7 MIN: 339.44 / MAX: 341.19 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 60 120 180 240 300 276.58 275.33 278.09 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