10900k eo july Intel Core i9-10900K testing with a Gigabyte Z490 AORUS MASTER (F20d BIOS) and Gigabyte Intel UHD 630 CML GT2 3GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2107316-IB-10900KEOJ63&sro&grs .
10900k eo july Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL OpenCL Vulkan Compiler File-System Screen Resolution 1 2 3 Intel Core i9-10900K @ 5.30GHz (10 Cores / 20 Threads) Gigabyte Z490 AORUS MASTER (F20d BIOS) Intel Comet Lake PCH 16GB Samsung SSD 970 EVO 500GB Gigabyte Intel UHD 630 CML GT2 3GB (1200MHz) Realtek ALC1220 G237HL Intel Device 15f3 + Intel Wi-Fi 6 AX201 Ubuntu 20.04 5.9.0-050900daily20201012-generic (x86_64) GNOME Shell 3.36.4 X Server 1.20.9 4.6 Mesa 20.0.8 OpenCL 2.1 1.2.131 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: 0xec Java Details - OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04) Python Details - Python 3.8.10 Security Details - itlb_multihit: KVM: Mitigation of VMX disabled + 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
10900k eo july pgbench: 100 - 1 - Read Write pgbench: 100 - 50 - Read Write - Average Latency pgbench: 100 - 50 - Read Write pgbench: 1 - 1 - Read Only - Average Latency pgbench: 100 - 1 - Read Only - Average Latency ncnn: Vulkan GPU - alexnet pgbench: 100 - 50 - Read Only - Average Latency pgbench: 100 - 50 - Read Only ncnn: Vulkan GPU - mobilenet ncnn: CPU - googlenet ncnn: CPU - efficientnet-b0 ncnn: Vulkan GPU - mnasnet pgbench: 1 - 1 - Read Only ncnn: Vulkan GPU - shufflenet-v2 cassandra: Mixed 1:1 ncnn: CPU - regnety_400m ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 pgbench: 100 - 1 - Read Only ncnn: CPU - yolov4-tiny ncnn: CPU - shufflenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU - resnet50 ncnn: CPU - squeezenet_ssd yafaray: Total Time For Sample Scene pgbench: 1 - 1 - Read Write ncnn: CPU - blazeface ncnn: CPU-v2-v2 - mobilenet-v2 pgbench: 1 - 1 - Read Write - Average Latency pgbench: 1 - 50 - Read Write pgbench: 1 - 50 - Read Write - Average Latency ncnn: CPU - resnet18 ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - regnety_400m ncnn: CPU - mobilenet ncnn: CPU - vgg16 ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - vgg16 pgbench: 1 - 50 - Read Only cassandra: Writes ncnn: Vulkan GPU - squeezenet_ssd ncnn: Vulkan GPU - resnet18 qe: AUSURF112 ncnn: CPU - alexnet ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - googlenet pgbench: 1 - 50 - Read Only - Average Latency cassandra: Mixed 1:3 cassandra: Reads ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: CPU - mnasnet pgbench: 100 - 1 - Read Write - Average Latency 1 2 3 243 11.136 4491 0.032 0.036 47.60 0.158 316702 35.14 12.93 5.53 16.59 31716 16.71 96729 8.60 17.11 27896 23.03 3.34 3.57 22.83 17.90 112.446 716 1.44 4.49 1.398 723 69.171 13.90 24.67 17.40 15.96 63.04 74.23 187.14 382035 127224 40.38 29.63 1351.55 12.35 70.04 33.41 0.131 91795 97777 2.86 16.10 3.39 4.123 232 11.34 4410 0.031 0.036 48.68 0.155 322288 35.30 13.09 5.61 16.67 31738 16.55 95421 8.49 17.17 28130 23.05 3.35 3.54 22.80 17.81 111.655 711 1.45 4.46 1.406 725 68.987 13.83 24.64 17.38 15.94 62.96 74.50 187.71 380967 126906 40.30 29.64 1351.35 12.35 70.01 33.40 0.131 91659 102667 2.58 15.68 3.49 4.315 231 11.673 4286 0.032 0.035 48.74 0.157 318391 34.72 12.88 5.52 16.43 31300 16.78 96576 8.54 17.31 28196 23.24 3.32 3.56 22.98 17.95 111.700 711 1.45 4.47 1.407 721 69.365 13.88 24.75 17.45 16.00 63.19 74.31 187.45 381575 126891 40.28 29.68 1352.87 12.36 70.03 33.40 0.131 91386 102545 3.19 15.45 3.37 4.338 OpenBenchmarking.org
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Write 1 2 3 50 100 150 200 250 SE +/- 3.56, N = 15 SE +/- 3.70, N = 3 SE +/- 3.31, N = 15 243 232 231 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency 1 2 3 3 6 9 12 15 SE +/- 0.13, N = 3 SE +/- 0.10, N = 3 SE +/- 0.18, N = 3 11.14 11.34 11.67 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Write 1 2 3 1000 2000 3000 4000 5000 SE +/- 50.20, N = 3 SE +/- 36.73, N = 3 SE +/- 65.16, N = 3 4491 4410 4286 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency 1 2 3 0.0072 0.0144 0.0216 0.0288 0.036 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.032 0.031 0.032 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency 1 2 3 0.0081 0.0162 0.0243 0.0324 0.0405 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.036 0.036 0.035 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
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 SE +/- 0.14, N = 12 SE +/- 0.16, N = 3 SE +/- 0.01, N = 3 47.60 48.68 48.74 MIN: 44.63 / MAX: 51.89 MIN: 46.43 / MAX: 52.25 MIN: 46.53 / MAX: 52.28 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency 1 2 3 0.0356 0.0712 0.1068 0.1424 0.178 SE +/- 0.002, N = 5 SE +/- 0.001, N = 15 SE +/- 0.001, N = 11 0.158 0.155 0.157 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Only 1 2 3 70K 140K 210K 280K 350K SE +/- 3815.20, N = 5 SE +/- 2533.00, N = 15 SE +/- 2829.74, N = 11 316702 322288 318391 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: mobilenet 1 2 3 8 16 24 32 40 SE +/- 0.36, N = 12 SE +/- 0.48, N = 3 SE +/- 0.20, N = 3 35.14 35.30 34.72 MIN: 32.82 / MAX: 45.56 MIN: 33.37 / MAX: 44.54 MIN: 32.52 / MAX: 46.95 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 SE +/- 0.03, N = 3 SE +/- 0.19, N = 3 SE +/- 0.01, N = 3 12.93 13.09 12.88 MIN: 12.6 / MAX: 14.31 MIN: 12.49 / MAX: 22.04 MIN: 12.49 / MAX: 23.67 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 1.2623 2.5246 3.7869 5.0492 6.3115 SE +/- 0.01, N = 3 SE +/- 0.15, N = 3 SE +/- 0.03, N = 3 5.53 5.61 5.52 MIN: 5.45 / MAX: 6.6 MIN: 5.25 / MAX: 6.95 MIN: 5.29 / MAX: 6.7 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 SE +/- 0.06, N = 11 SE +/- 0.02, N = 3 SE +/- 0.14, N = 3 16.59 16.67 16.43 MIN: 13.74 / MAX: 18.8 MIN: 15.42 / MAX: 18.65 MIN: 15.62 / MAX: 19.51 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Only 1 2 3 7K 14K 21K 28K 35K SE +/- 140.87, N = 3 SE +/- 81.02, N = 3 SE +/- 172.83, N = 3 31716 31738 31300 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
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 SE +/- 0.06, N = 12 SE +/- 0.18, N = 3 SE +/- 0.08, N = 3 16.71 16.55 16.78 MIN: 9.51 / MAX: 18.39 MIN: 9.58 / MAX: 18.9 MIN: 12.94 / MAX: 18.01 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
Apache Cassandra Test: Mixed 1:1 OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Mixed 1:1 1 2 3 20K 40K 60K 80K 100K SE +/- 1027.25, N = 7 SE +/- 1102.29, N = 12 SE +/- 524.96, N = 3 96729 95421 96576
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 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 8.60 8.49 8.54 MIN: 8.3 / MAX: 8.85 MIN: 8.25 / MAX: 11.6 MIN: 8.28 / MAX: 9.25 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 SE +/- 0.10, N = 12 SE +/- 0.03, N = 3 SE +/- 0.15, N = 3 17.11 17.17 17.31 MIN: 13.13 / MAX: 19.33 MIN: 15.28 / MAX: 18.4 MIN: 15.73 / MAX: 18.58 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Only 1 2 3 6K 12K 18K 24K 30K SE +/- 130.55, N = 3 SE +/- 34.72, N = 3 SE +/- 59.04, N = 3 27896 28130 28196 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: yolov4-tiny 1 2 3 6 12 18 24 30 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.20, N = 3 23.03 23.05 23.24 MIN: 22.72 / MAX: 30.91 MIN: 22.74 / MAX: 24.47 MIN: 22.7 / MAX: 24.89 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 0.7538 1.5076 2.2614 3.0152 3.769 SE +/- 0.04, N = 3 SE +/- 0.11, N = 3 SE +/- 0.08, N = 3 3.34 3.35 3.32 MIN: 3.09 / MAX: 4.59 MIN: 3.04 / MAX: 4.78 MIN: 2.97 / MAX: 4.4 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 0.8033 1.6066 2.4099 3.2132 4.0165 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 3.57 3.54 3.56 MIN: 3.33 / MAX: 4.52 MIN: 3.36 / MAX: 4.75 MIN: 3.38 / MAX: 4.82 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 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.23, N = 3 22.83 22.80 22.98 MIN: 22.23 / MAX: 25.46 MIN: 22.52 / MAX: 31.94 MIN: 22.58 / MAX: 24.29 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 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 17.90 17.81 17.95 MIN: 17.43 / MAX: 26.06 MIN: 17.44 / MAX: 19.1 MIN: 17.52 / MAX: 19.09 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
YafaRay Total Time For Sample Scene OpenBenchmarking.org Seconds, Fewer Is Better YafaRay 3.5.1 Total Time For Sample Scene 1 2 3 30 60 90 120 150 SE +/- 0.59, N = 3 SE +/- 0.67, N = 3 SE +/- 0.53, N = 3 112.45 111.66 111.70 1. (CXX) g++ options: -std=c++11 -pthread -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Write 1 2 3 150 300 450 600 750 SE +/- 0.96, N = 3 SE +/- 3.13, N = 3 SE +/- 2.86, N = 3 716 711 711 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: blazeface 1 2 3 0.3263 0.6526 0.9789 1.3052 1.6315 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 1.44 1.45 1.45 MIN: 1.38 / MAX: 1.81 MIN: 1.41 / MAX: 1.69 MIN: 1.42 / MAX: 1.73 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 1.0103 2.0206 3.0309 4.0412 5.0515 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 4.49 4.46 4.47 MIN: 4.36 / MAX: 5.38 MIN: 4.19 / MAX: 5.6 MIN: 4.2 / MAX: 5.75 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency 1 2 3 0.3166 0.6332 0.9498 1.2664 1.583 SE +/- 0.002, N = 3 SE +/- 0.006, N = 3 SE +/- 0.006, N = 3 1.398 1.406 1.407 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Write 1 2 3 160 320 480 640 800 SE +/- 1.40, N = 3 SE +/- 2.15, N = 3 SE +/- 2.16, N = 3 723 725 721 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency 1 2 3 15 30 45 60 75 SE +/- 0.13, N = 3 SE +/- 0.20, N = 3 SE +/- 0.21, N = 3 69.17 68.99 69.37 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
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 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 13.90 13.83 13.88 MIN: 13.64 / MAX: 14.69 MIN: 13.61 / MAX: 14.32 MIN: 13.67 / MAX: 15.18 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 SE +/- 0.02, N = 12 SE +/- 0.08, N = 3 SE +/- 0.06, N = 3 24.67 24.64 24.75 MIN: 23.17 / MAX: 25.28 MIN: 23.11 / MAX: 25.04 MIN: 23.21 / MAX: 25.01 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 SE +/- 0.03, N = 12 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 17.40 17.38 17.45 MIN: 15.78 / MAX: 18.82 MIN: 16.08 / MAX: 17.86 MIN: 16.24 / MAX: 17.91 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 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 15.96 15.94 16.00 MIN: 15.63 / MAX: 18.35 MIN: 15.53 / MAX: 18.21 MIN: 15.61 / MAX: 26.63 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 14 28 42 56 70 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.17, N = 3 63.04 62.96 63.19 MIN: 62.78 / MAX: 72.74 MIN: 62.7 / MAX: 73.1 MIN: 62.77 / MAX: 137.44 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 SE +/- 0.12, N = 12 SE +/- 0.38, N = 3 SE +/- 0.39, N = 3 74.23 74.50 74.31 MIN: 57.84 / MAX: 90.5 MIN: 63.08 / MAX: 105.52 MIN: 59.57 / MAX: 113.4 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 40 80 120 160 200 SE +/- 0.33, N = 12 SE +/- 0.56, N = 3 SE +/- 1.16, N = 3 187.14 187.71 187.45 MIN: 183.3 / MAX: 191.12 MIN: 182.04 / MAX: 190.92 MIN: 181.02 / MAX: 190.62 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Only 1 2 3 80K 160K 240K 320K 400K SE +/- 539.44, N = 3 SE +/- 552.02, N = 3 SE +/- 332.79, N = 3 382035 380967 381575 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
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 SE +/- 779.78, N = 3 SE +/- 551.33, N = 3 SE +/- 963.85, N = 3 127224 126906 126891
NCNN Target: Vulkan GPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: squeezenet_ssd 1 2 3 9 18 27 36 45 SE +/- 0.03, N = 12 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 40.38 40.30 40.28 MIN: 39.78 / MAX: 42.11 MIN: 38.93 / MAX: 71.36 MIN: 39.53 / MAX: 42.06 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 SE +/- 0.01, N = 12 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 29.63 29.64 29.68 MIN: 28.34 / MAX: 30.64 MIN: 29.19 / MAX: 29.8 MIN: 29.31 / MAX: 30.17 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
Quantum ESPRESSO Input: AUSURF112 OpenBenchmarking.org Seconds, Fewer Is Better Quantum ESPRESSO 6.8 Input: AUSURF112 1 2 3 300 600 900 1200 1500 SE +/- 10.78, N = 3 SE +/- 19.97, N = 3 SE +/- 22.61, N = 3 1351.55 1351.35 1352.87 1. (F9X) gfortran options: -ldevXlib -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
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 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 12.35 12.35 12.36 MIN: 12.22 / MAX: 12.64 MIN: 12.21 / MAX: 13.16 MIN: 12.24 / MAX: 13.63 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 16 32 48 64 80 SE +/- 0.03, N = 12 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 70.04 70.01 70.03 MIN: 68.78 / MAX: 70.6 MIN: 69.5 / MAX: 70.43 MIN: 68.61 / MAX: 70.44 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 SE +/- 0.01, N = 12 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 33.41 33.40 33.40 MIN: 31.91 / MAX: 33.74 MIN: 31.99 / MAX: 33.61 MIN: 32.99 / MAX: 34.05 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency 1 2 3 0.0295 0.059 0.0885 0.118 0.1475 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.131 0.131 0.131 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
Apache Cassandra Test: Mixed 1:3 OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Mixed 1:3 1 2 3 20K 40K 60K 80K 100K SE +/- 1210.04, N = 12 SE +/- 2199.04, N = 12 SE +/- 1205.53, N = 12 91795 91659 91386
Apache Cassandra Test: Reads OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Reads 1 2 3 20K 40K 60K 80K 100K SE +/- 2188.00, N = 9 SE +/- 2602.58, N = 12 SE +/- 1869.84, N = 12 97777 102667 102545
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: blazeface 1 2 3 0.7178 1.4356 2.1534 2.8712 3.589 SE +/- 0.09, N = 12 SE +/- 0.07, N = 3 SE +/- 0.46, N = 3 2.86 2.58 3.19 MIN: 2.34 / MAX: 4.45 MIN: 2.36 / MAX: 3.35 MIN: 2.42 / MAX: 4.41 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 8 12 16 20 SE +/- 0.15, N = 12 SE +/- 0.06, N = 3 SE +/- 0.89, N = 3 16.10 15.68 15.45 MIN: 11.08 / MAX: 18.76 MIN: 11.07 / MAX: 16.69 MIN: 11.08 / MAX: 18.03 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 0.7853 1.5706 2.3559 3.1412 3.9265 SE +/- 0.02, N = 3 SE +/- 0.15, N = 3 SE +/- 0.04, N = 3 3.39 3.49 3.37 MIN: 3.16 / MAX: 4.61 MIN: 3.19 / MAX: 4.81 MIN: 3.21 / MAX: 4.48 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency 1 2 3 0.9761 1.9522 2.9283 3.9044 4.8805 SE +/- 0.068, N = 15 SE +/- 0.070, N = 3 SE +/- 0.058, N = 15 4.123 4.315 4.338 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
Phoronix Test Suite v10.8.4