cas 1 AMD Ryzen 9 5900X 12-Core testing with a ASUS ROG CROSSHAIR VIII HERO (3501 BIOS) and AMD Radeon RX 6800/6800 XT / 6900 16GB on Ubuntu 21.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2107271-IB-CAS18219247&rdt&gru .
cas 1 Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution 1 2 3 AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads) ASUS ROG CROSSHAIR VIII HERO (3501 BIOS) AMD Starship/Matisse 16GB 1000GB Sabrent Rocket 4.0 Plus + 2000GB AMD Radeon RX 6800/6800 XT / 6900 16GB (2575/1000MHz) AMD Device ab28 ASUS VP28U Realtek RTL8125 2.5GbE + Intel I211 Ubuntu 21.04 5.14.0-rc1-vanilla (x86_64) 20210715 GNOME Shell 3.38.4 X Server 1.20.11 + Wayland 4.6 Mesa 21.3.0-devel (git-cb589ee 2021-07-16 hirsute-oibaf-ppa) (LLVM 12.0.1) 1.2.182 GCC 10.3.0 ext4 3840x2160 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise 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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/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-build-config=bootstrap-lto-lean --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 schedutil (Boost: Enabled) - CPU Microcode: 0xa201009 Java Details - OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2) 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 IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected
cas 1 cassandra: Reads cassandra: Writes cassandra: Mixed 1:1 cassandra: Mixed 1:3 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 1 2 3 129039 159176 123390 127468 11.75 3.94 3.54 3.91 3.53 4.89 1.65 11.93 53.53 13.06 10.33 21.55 20.1 14.18 9.12 7.82 1.75 2.32 1.96 1.79 4.5 1.72 3.02 10.07 1.76 3.77 3.32 8.23 4.15 2.4 149902 159060 113825 120195 11.79 3.94 3.54 3.88 3.53 4.87 1.66 12 53.11 13.12 10.32 21.57 20.01 14.39 9.04 8 1.79 2.32 1.98 1.78 4.51 1.72 3.04 10.06 1.82 3.81 3.33 8.28 5.54 2.41 130061 158934 115232 124744 11.73 3.93 3.55 3.94 3.53 4.88 1.65 11.94 53.1 13.09 10.35 21.7 20.16 14.41 9.06 7.54 1.73 2.3 1.94 1.77 4.55 1.74 3.05 10.1 1.71 3.82 3.32 8.21 4.14 2.38 OpenBenchmarking.org
Apache Cassandra Test: Reads OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Reads 1 2 3 30K 60K 90K 120K 150K 129039 149902 130061
Apache Cassandra Test: Writes OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Writes 1 2 3 30K 60K 90K 120K 150K 159176 159060 158934
Apache Cassandra Test: Mixed 1:1 OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Mixed 1:1 1 2 3 30K 60K 90K 120K 150K 123390 113825 115232
Apache Cassandra Test: Mixed 1:3 OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Mixed 1:3 1 2 3 30K 60K 90K 120K 150K 127468 120195 124744
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mobilenet 1 2 3 3 6 9 12 15 11.75 11.79 11.73 MIN: 11.5 / MAX: 12.46 MIN: 11.57 / MAX: 12.65 MIN: 11.5 / MAX: 12.13 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 0.8865 1.773 2.6595 3.546 4.4325 3.94 3.94 3.93 MIN: 3.85 / MAX: 4.15 MIN: 3.86 / MAX: 4.1 MIN: 3.86 / MAX: 4.12 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 0.7988 1.5976 2.3964 3.1952 3.994 3.54 3.54 3.55 MIN: 3.49 / MAX: 4.01 MIN: 3.48 / MAX: 3.65 MIN: 3.5 / MAX: 3.98 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 0.8865 1.773 2.6595 3.546 4.4325 3.91 3.88 3.94 MIN: 3.84 / MAX: 12.11 MIN: 3.85 / MAX: 4 MIN: 3.91 / MAX: 4.03 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 0.7943 1.5886 2.3829 3.1772 3.9715 3.53 3.53 3.53 MIN: 3.48 / MAX: 3.69 MIN: 3.48 / MAX: 3.71 MIN: 3.5 / MAX: 3.71 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 1.1003 2.2006 3.3009 4.4012 5.5015 4.89 4.87 4.88 MIN: 4.83 / MAX: 5.41 MIN: 4.81 / MAX: 5.04 MIN: 4.83 / MAX: 5.07 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 0.3735 0.747 1.1205 1.494 1.8675 1.65 1.66 1.65 MIN: 1.63 / MAX: 1.81 MIN: 1.64 / MAX: 1.8 MIN: 1.63 / MAX: 2.09 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 3 6 9 12 15 11.93 12.00 11.94 MIN: 11.75 / MAX: 12.91 MIN: 11.81 / MAX: 12.23 MIN: 11.77 / MAX: 12.24 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 12 24 36 48 60 53.53 53.11 53.10 MIN: 52.87 / MAX: 60.02 MIN: 52.4 / MAX: 53.75 MIN: 52.59 / MAX: 53.62 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 3 6 9 12 15 13.06 13.12 13.09 MIN: 12.95 / MAX: 14.15 MIN: 12.99 / MAX: 13.66 MIN: 12.96 / MAX: 13.23 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 3 6 9 12 15 10.33 10.32 10.35 MIN: 10.15 / MAX: 10.52 MIN: 10.2 / MAX: 11.44 MIN: 10.23 / MAX: 10.53 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 5 10 15 20 25 21.55 21.57 21.70 MIN: 21.28 / MAX: 21.87 MIN: 21.43 / MAX: 22.07 MIN: 21.44 / MAX: 22.24 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 5 10 15 20 25 20.10 20.01 20.16 MIN: 19.78 / MAX: 20.52 MIN: 19.71 / MAX: 20.4 MIN: 19.82 / MAX: 27.61 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 8 12 16 20 14.18 14.39 14.41 MIN: 13.88 / MAX: 14.65 MIN: 14.03 / MAX: 15.15 MIN: 14.04 / MAX: 15.82 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 3 6 9 12 15 9.12 9.04 9.06 MIN: 9.08 / MAX: 9.23 MIN: 8.97 / MAX: 16.03 MIN: 9.02 / MAX: 9.23 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 2 4 6 8 10 7.82 8.00 7.54 MIN: 7.46 / MAX: 10.13 MIN: 7.79 / MAX: 8.1 MIN: 7.41 / MAX: 7.93 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 2 1 3 0.4028 0.8056 1.2084 1.6112 2.014 1.75 1.75 1.73 MIN: 1.7 / MAX: 2.53 MIN: 1.71 / MAX: 2.07 MIN: 1.69 / MAX: 2.06 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 2 1 3 0.522 1.044 1.566 2.088 2.61 2.30 2.32 2.30 MIN: 2.27 / MAX: 2.72 MIN: 2.28 / MAX: 2.62 MIN: 2.27 / MAX: 2.54 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 2 1 3 0.4478 0.8956 1.3434 1.7912 2.239 1.99 1.96 1.94 MIN: 1.59 / MAX: 3.06 MIN: 1.67 / MAX: 2.71 MIN: 1.65 / MAX: 2.74 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 0.4028 0.8056 1.2084 1.6112 2.014 1.79 1.78 1.77 MIN: 1.76 / MAX: 2.05 MIN: 1.75 / MAX: 2.07 MIN: 1.74 / MAX: 2.2 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 2 1 3 1.0238 2.0476 3.0714 4.0952 5.119 4.48 4.50 4.55 MIN: 4.43 / MAX: 4.78 MIN: 4.44 / MAX: 9.19 MIN: 4.41 / MAX: 12.74 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 2 1 3 0.4028 0.8056 1.2084 1.6112 2.014 1.79 1.72 1.74 MIN: 1.77 / MAX: 2.03 MIN: 1.63 / MAX: 2.4 MIN: 1.7 / MAX: 2.01 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 2 1 3 0.6863 1.3726 2.0589 2.7452 3.4315 3.05 3.02 3.05 MIN: 3.02 / MAX: 3.35 MIN: 3.01 / MAX: 3.25 MIN: 3 / MAX: 6.81 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 2 1 3 3 6 9 12 15 10.09 10.07 10.10 MIN: 9.83 / MAX: 10.34 MIN: 9.71 / MAX: 10.33 MIN: 9.75 / MAX: 14.12 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 2 1 3 0.4095 0.819 1.2285 1.638 2.0475 1.71 1.76 1.71 MIN: 1.59 / MAX: 1.93 MIN: 1.38 / MAX: 10.7 MIN: 1.56 / MAX: 2.25 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 2 1 3 0.8618 1.7236 2.5854 3.4472 4.309 3.83 3.77 3.82 MIN: 3.66 / MAX: 4.09 MIN: 3.6 / MAX: 4.1 MIN: 3.7 / MAX: 4.05 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 0.7493 1.4986 2.2479 2.9972 3.7465 3.32 3.33 3.32 MIN: 3.25 / MAX: 3.57 MIN: 3.3 / MAX: 3.49 MIN: 3.28 / MAX: 3.51 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 2 1 3 2 4 6 8 10 8.23 8.23 8.21 MIN: 8.18 / MAX: 8.49 MIN: 8.17 / MAX: 8.43 MIN: 8.16 / MAX: 8.48 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 2 1 3 1.2465 2.493 3.7395 4.986 6.2325 3.98 4.15 4.14 MIN: 3.29 / MAX: 5.09 MIN: 3.22 / MAX: 6.67 MIN: 3.08 / MAX: 7.23 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 2 1 3 0.5423 1.0846 1.6269 2.1692 2.7115 2.40 2.40 2.38 MIN: 2.38 / MAX: 2.52 MIN: 2.39 / MAX: 2.59 MIN: 2.36 / MAX: 2.64 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
Phoronix Test Suite v10.8.5