2 x AMD EPYC 75F3 32-Core testing with a ASRockRack ROME2D16-2T (P3.10 BIOS) and ASPEED on AlmaLinux 8.4 via the Phoronix Test Suite.
Ubuntu 21.10 Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 8 GB DDR4-3200MT/s HMA81GR7CJR8N-XN, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel 10G X550T
OS: Ubuntu 21.10, Kernel: 5.13.0-20-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1024x768
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --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 -vProcessor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114Python Notes: Python 3.9.7Security Notes: 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
Clear Linux 35150 Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GBDisk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228Network: 2 x Intel 10G X550T
OS: Clear Linux OS 35150, Kernel: 5.14.13-1083.native (x86_64), Desktop: GNOME Shell 41.0, Display Server: X Server 1.20.11, Compiler: GCC 11.2.1 20211015 releases/gcc-11.2.0-353-g6a936be4ad + Clang 11.1.0 + LLVM 11.1.0, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: alwaysEnvironment Notes: FFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,--enable-new-dtags" CXXFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -fvisibility-inlines-hidden -Wl,--enable-new-dtags" FCFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,-sort-common -Wl,--enable-new-dtags" CFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx""Compiler Notes: --build=x86_64-generic-linux --disable-libmpx --disable-libunwind-exceptions --disable-multiarch --disable-vtable-verify --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-clocale=gnu --enable-default-pie --enable-gnu-indirect-function --enable-languages=c,c++,fortran,go --enable-ld=default --enable-libstdcxx-pch --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=x86-64-v3 --with-gcc-major-version-only --with-glibc-version=2.19 --with-gnu-ld --with-isl --with-ppl=yes --with-tune=skylake-avx512Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114Python Notes: Python 3.9.7Security Notes: 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
CentOS Stream OS: CentOS Stream 8, Kernel: 4.18.0-348.el8.x86_64 (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server, Compiler: GCC 8.5.0 20210514, File-System: xfs, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: alwaysCompiler Notes: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driverProcessor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114Python Notes: Python 3.6.8Security Notes: SELinux + 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
AlmaLinux 8.4 OS: AlmaLinux 8.4, Kernel: 4.18.0-305.el8.x86_64 (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server, Compiler: GCC 8.4.1 20200928, File-System: xfs, Screen Resolution: 1920x1080
GNU Radio GNU Radio is a free software development toolkit providing signal processing blocks to implement software-defined radios (SDR) and signal processing systems. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: Hilbert Transform AlmaLinux 8.4 CentOS Stream Ubuntu 21.10 100 200 300 400 500 SE +/- 2.38, N = 9 SE +/- 3.26, N = 9 SE +/- 0.99, N = 3 445.0 442.5 438.7 1. AlmaLinux 8.4: 3.8.0.0 2. CentOS Stream: 3.8.0.0 3. Ubuntu 21.10: 3.8.2.0
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: FM Deemphasis Filter AlmaLinux 8.4 CentOS Stream Ubuntu 21.10 200 400 600 800 1000 SE +/- 4.91, N = 9 SE +/- 4.44, N = 9 SE +/- 6.05, N = 3 753.0 743.0 881.2 1. AlmaLinux 8.4: 3.8.0.0 2. CentOS Stream: 3.8.0.0 3. Ubuntu 21.10: 3.8.2.0
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: IIR Filter AlmaLinux 8.4 CentOS Stream Ubuntu 21.10 150 300 450 600 750 SE +/- 4.25, N = 9 SE +/- 5.22, N = 9 SE +/- 0.37, N = 3 684.9 679.6 708.8 1. AlmaLinux 8.4: 3.8.0.0 2. CentOS Stream: 3.8.0.0 3. Ubuntu 21.10: 3.8.2.0
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: FIR Filter AlmaLinux 8.4 CentOS Stream Ubuntu 21.10 200 400 600 800 1000 SE +/- 6.71, N = 9 SE +/- 7.48, N = 9 SE +/- 5.06, N = 3 804.4 803.9 790.5 1. AlmaLinux 8.4: 3.8.0.0 2. CentOS Stream: 3.8.0.0 3. Ubuntu 21.10: 3.8.2.0
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: Signal Source (Cosine) AlmaLinux 8.4 CentOS Stream Ubuntu 21.10 800 1600 2400 3200 4000 SE +/- 51.94, N = 9 SE +/- 77.18, N = 9 SE +/- 17.16, N = 3 3441.3 3293.0 3737.8 1. AlmaLinux 8.4: 3.8.0.0 2. CentOS Stream: 3.8.0.0 3. Ubuntu 21.10: 3.8.2.0
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: Five Back to Back FIR Filters AlmaLinux 8.4 CentOS Stream Ubuntu 21.10 160 320 480 640 800 SE +/- 12.94, N = 9 SE +/- 23.40, N = 9 SE +/- 2.95, N = 3 744.4 629.9 739.5 1. AlmaLinux 8.4: 3.8.0.0 2. CentOS Stream: 3.8.0.0 3. Ubuntu 21.10: 3.8.2.0
NCNN NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: regnety_400m AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 20 40 60 80 100 SE +/- 7.01, N = 9 SE +/- 3.30, N = 9 SE +/- 1.73, N = 10 SE +/- 1.87, N = 12 77.96 78.87 64.98 67.12 -O2 -pthread - MIN: 54.57 / MAX: 4685.63 -O3 -pthread - MIN: 50.29 / MAX: 4995.28 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 51.79 / MAX: 1080.66 -O3 - MIN: 49.55 / MAX: 5490.47 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: squeezenet_ssd AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 20 40 60 80 100 SE +/- 11.10, N = 9 SE +/- 9.93, N = 9 SE +/- 3.58, N = 10 SE +/- 2.10, N = 12 80.72 78.68 64.34 58.79 -O2 -pthread - MIN: 28.78 / MAX: 3860.96 -O3 -pthread - MIN: 33.92 / MAX: 3875.07 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 28.06 / MAX: 2142.08 -O3 - MIN: 29.45 / MAX: 2730.32 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: yolov4-tiny AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 10 20 30 40 50 SE +/- 2.96, N = 9 SE +/- 2.48, N = 8 SE +/- 4.00, N = 10 SE +/- 2.11, N = 12 46.19 45.37 42.02 40.84 -O2 -pthread - MIN: 28.54 / MAX: 1750.13 -O3 -pthread - MIN: 28.23 / MAX: 1463.77 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 27.79 / MAX: 241.71 -O3 - MIN: 27.21 / MAX: 1106.77 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: resnet50 AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 15 30 45 60 75 SE +/- 7.00, N = 9 SE +/- 6.02, N = 9 SE +/- 7.79, N = 10 SE +/- 5.27, N = 12 63.27 53.47 50.85 67.78 -O2 -pthread - MIN: 29.45 / MAX: 980.81 -O3 -pthread - MIN: 29.79 / MAX: 1155.76 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 27.96 / MAX: 717.36 -O3 - MIN: 26.34 / MAX: 3411.32 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: alexnet AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 4 8 12 16 20 SE +/- 1.55, N = 9 SE +/- 0.80, N = 9 SE +/- 0.74, N = 10 SE +/- 0.84, N = 12 15.03 13.92 14.50 13.01 -O2 -pthread - MIN: 7.19 / MAX: 641.09 -O3 -pthread - MIN: 7.31 / MAX: 34.4 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 7.26 / MAX: 361.12 -O3 - MIN: 6.66 / MAX: 628.35 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: resnet18 AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 8 16 24 32 40 SE +/- 2.32, N = 9 SE +/- 5.38, N = 9 SE +/- 2.74, N = 10 SE +/- 1.95, N = 12 24.67 35.17 31.99 29.10 -O2 -pthread - MIN: 16.34 / MAX: 1715.89 -O3 -pthread - MIN: 16.78 / MAX: 1484.79 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 14.92 / MAX: 514.42 -O3 - MIN: 14.81 / MAX: 1391.06 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: vgg16 AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 10 20 30 40 50 SE +/- 2.08, N = 9 SE +/- 1.67, N = 9 SE +/- 1.27, N = 10 SE +/- 0.67, N = 12 43.46 44.89 45.50 36.63 -O2 -pthread - MIN: 30.05 / MAX: 1241.32 -O3 -pthread - MIN: 33.79 / MAX: 1241.31 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 34.07 / MAX: 603.85 -O3 - MIN: 31.48 / MAX: 680.6 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: googlenet AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 15 30 45 60 75 SE +/- 7.42, N = 9 SE +/- 5.35, N = 9 SE +/- 4.13, N = 10 SE +/- 2.35, N = 12 55.57 65.57 69.01 53.49 -O2 -pthread - MIN: 23.09 / MAX: 2674.55 -O3 -pthread - MIN: 25.15 / MAX: 1318.82 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 23.65 / MAX: 2469.52 -O3 - MIN: 24.51 / MAX: 2810.72 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: blazeface AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 3 6 9 12 15 SE +/- 1.17, N = 9 SE +/- 0.77, N = 9 SE +/- 0.22, N = 10 SE +/- 0.70, N = 12 13.25 13.27 11.09 13.01 -O2 -pthread - MIN: 8.11 / MAX: 1252.74 -O3 -pthread - MIN: 8.5 / MAX: 759.69 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 8.15 / MAX: 15.52 -O3 - MIN: 8.6 / MAX: 1097.33 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: efficientnet-b0 AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 10 20 30 40 50 SE +/- 3.34, N = 9 SE +/- 2.45, N = 9 SE +/- 0.78, N = 10 SE +/- 1.20, N = 12 43.09 43.85 37.63 38.36 -O2 -pthread - MIN: 23.84 / MAX: 835.04 -O3 -pthread - MIN: 25.2 / MAX: 750.27 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 21.58 / MAX: 312.05 -O3 - MIN: 26.68 / MAX: 1636.57 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mnasnet AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 9 18 27 36 45 SE +/- 3.19, N = 9 SE +/- 3.04, N = 9 SE +/- 0.97, N = 10 SE +/- 1.08, N = 12 35.88 37.60 29.49 32.34 -O2 -pthread - MIN: 14.76 / MAX: 1092.66 -O3 -pthread - MIN: 19.51 / MAX: 2560.41 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 19.83 / MAX: 182.59 -O3 - MIN: 21.61 / MAX: 565.28 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: shufflenet-v2 AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 7 14 21 28 35 SE +/- 2.01, N = 9 SE +/- 1.52, N = 9 SE +/- 0.52, N = 10 SE +/- 1.02, N = 12 27.51 27.88 25.89 25.85 -O2 -pthread - MIN: 15.75 / MAX: 1136.2 -O3 -pthread - MIN: 18.38 / MAX: 135.37 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 21.03 / MAX: 74.8 -O3 - MIN: 18.36 / MAX: 987.4 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU-v3-v3 - Model: mobilenet-v3 AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 8 16 24 32 40 SE +/- 2.32, N = 9 SE +/- 2.47, N = 9 SE +/- 1.53, N = 10 SE +/- 0.84, N = 12 36.14 34.50 29.99 31.07 -O2 -pthread - MIN: 19.19 / MAX: 1365.45 -O3 -pthread - MIN: 19.11 / MAX: 1942.12 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 17.85 / MAX: 1892.38 -O3 - MIN: 19.42 / MAX: 201.11 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU-v2-v2 - Model: mobilenet-v2 AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 11 22 33 44 55 SE +/- 5.11, N = 9 SE +/- 2.52, N = 9 SE +/- 1.53, N = 10 SE +/- 0.86, N = 12 48.33 37.76 31.25 32.84 -O2 -pthread - MIN: 16.96 / MAX: 3308.94 -O3 -pthread - MIN: 20.84 / MAX: 1217.23 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 20.45 / MAX: 1053.8 -O3 - MIN: 19.78 / MAX: 652.58 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mobilenet AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 16 32 48 64 80 SE +/- 9.99, N = 9 SE +/- 7.84, N = 9 SE +/- 7.31, N = 10 SE +/- 4.27, N = 12 58.72 71.38 45.46 59.86 -O2 -pthread - MIN: 21.88 / MAX: 570.54 -O3 -pthread - MIN: 24.43 / MAX: 1511.99 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 22.22 / MAX: 1944.56 -O3 - MIN: 22.8 / MAX: 1476.14 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
PostgreSQL pgbench This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 1.0985 2.197 3.2955 4.394 5.4925 SE +/- 0.033, N = 12 SE +/- 0.045, N = 12 SE +/- 0.193, N = 9 SE +/- 0.298, N = 12 3.845 3.823 4.643 4.882 -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 14K 28K 42K 56K 70K SE +/- 564.08, N = 12 SE +/- 801.81, N = 12 SE +/- 2115.46, N = 9 SE +/- 2278.47, N = 12 65075 65500 54550 52720 -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
High Performance Conjugate Gradient HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org GFLOP/s, More Is Better High Performance Conjugate Gradient 3.1 AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 8 16 24 32 40 SE +/- 0.21, N = 3 SE +/- 0.62, N = 12 SE +/- 0.71, N = 11 SE +/- 0.14, N = 3 25.03 25.89 33.28 34.83 -fexceptions -pthread -lmpi_cxx -pthread -lmpi_cxx -lmpi_cxx 1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi
Redis Memtier / Redis Benchmark Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. This test profile is for testing any system-installed Redis copy. The redis-server and redis-benchmark software must be present in PATH. To use a static / locally built version of Redis, run the pts/redis test profile instead. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Operations Per Second, More Is Better Redis Memtier / Redis Benchmark Test: SET AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 150K 300K 450K 600K 750K SE +/- 20060.27, N = 9 SE +/- 14596.67, N = 12 SE +/- 5047.54, N = 12 SE +/- 19493.33, N = 12 447109.20 438576.82 683056.48 383801.55 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre 2. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c 3. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc8 4. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff398 5. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25
PlaidML This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: NASNer Large - Device: CPU Clear Linux 35150 0.3578 0.7156 1.0734 1.4312 1.789 SE +/- 0.01, N = 3 1.59 FP16: No - Mode: Inference - Network: NASNer Large - Device: CPU
CentOS Stream: Test failed to run.
AlmaLinux 8.4: Test failed to run.
ONNX Runtime ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.8.2 Model: shufflenet-v2-10 - Device: OpenMP CPU AlmaLinux 8.4 CentOS Stream Ubuntu 21.10 1100 2200 3300 4400 5500 SE +/- 492.22, N = 12 SE +/- 252.20, N = 12 SE +/- 155.87, N = 12 4668 4060 5038 -O2 -O3 -O3 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -ldl -lrt Model: shufflenet-v2-10 - Device: OpenMP CPU
Clear Linux 35150: onnx: line 3: ./onnxruntime/build/Linux/Release/onnxruntime_perf_test: No such file or directory
WireGuard + Linux Networking Stack Stress Test This is a benchmark of the WireGuard secure VPN tunnel and Linux networking stack stress test. The test runs on the local host but does require root permissions to run. The way it works is it creates three namespaces. ns0 has a loopback device. ns1 and ns2 each have wireguard devices. Those two wireguard devices send traffic through the loopback device of ns0. The end result of this is that tests wind up testing encryption and decryption at the same time -- a pretty CPU and scheduler-heavy workflow. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better WireGuard + Linux Networking Stack Stress Test Clear Linux 35150 Ubuntu 21.10 90 180 270 360 450 SE +/- 3.95, N = 9 SE +/- 5.83, N = 3 323.81 405.00
CentOS Stream: Error: Unknown device type.
AlmaLinux 8.4: Error: Unknown device type.
ONNX Runtime ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.8.2 Model: yolov4 - Device: OpenMP CPU AlmaLinux 8.4 CentOS Stream Ubuntu 21.10 60 120 180 240 300 SE +/- 7.76, N = 9 SE +/- 4.99, N = 12 SE +/- 4.10, N = 12 245 194 271 -O2 -O3 -O3 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -ldl -lrt Model: yolov4 - Device: OpenMP CPU
Clear Linux 35150: onnx: line 3: ./onnxruntime/build/Linux/Release/onnxruntime_perf_test: No such file or directory
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.8.2 Model: super-resolution-10 - Device: OpenMP CPU AlmaLinux 8.4 CentOS Stream Ubuntu 21.10 1100 2200 3300 4400 5500 SE +/- 327.81, N = 12 SE +/- 203.48, N = 12 SE +/- 156.25, N = 9 4363 4783 5292 -O2 -O3 -O3 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -ldl -lrt Model: super-resolution-10 - Device: OpenMP CPU
Clear Linux 35150: onnx: line 3: ./onnxruntime/build/Linux/Release/onnxruntime_perf_test: No such file or directory
Redis Memtier / Redis Benchmark Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. This test profile is for testing any system-installed Redis copy. The redis-server and redis-benchmark software must be present in PATH. To use a static / locally built version of Redis, run the pts/redis test profile instead. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Operations Per Second, More Is Better Redis Memtier / Redis Benchmark Test: GET AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 200K 400K 600K 800K 1000K SE +/- 3574.93, N = 3 SE +/- 4021.65, N = 10 SE +/- 9977.44, N = 12 SE +/- 3124.18, N = 3 521236.96 538355.75 1018405.90 309980.80 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre 2. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c 3. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc8 4. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff398 5. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25
NWChem NWChem is an open-source high performance computational chemistry package. Per NWChem's documentation, "NWChem aims to provide its users with computational chemistry tools that are scalable both in their ability to treat large scientific computational chemistry problems efficiently, and in their use of available parallel computing resources from high-performance parallel supercomputers to conventional workstation clusters." Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better NWChem 7.0.2 Input: C240 Buckyball Clear Linux 35150 Ubuntu 21.10 400 800 1200 1600 2000 1811.5 1858.5 -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lz 1. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lcomex -lm -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2 Input: C240 Buckyball
CentOS Stream: The test quit with a non-zero exit status.
AlmaLinux 8.4: The test quit with a non-zero exit status.
Zstd Compression This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19, Long Mode - Decompression Speed AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 800 1600 2400 3200 4000 SE +/- 9.77, N = 15 SE +/- 10.20, N = 15 SE +/- 5.05, N = 3 SE +/- 10.26, N = 15 3854.7 3893.2 3922.6 3628.0 1. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19, Long Mode - Compression Speed AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 9 18 27 36 45 SE +/- 0.20, N = 15 SE +/- 0.29, N = 15 SE +/- 0.35, N = 3 SE +/- 0.48, N = 15 14.3 14.1 41.5 38.7 1. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
Redis Memtier / Redis Benchmark Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. This test profile is for testing any system-installed Redis copy. The redis-server and redis-benchmark software must be present in PATH. To use a static / locally built version of Redis, run the pts/redis test profile instead. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Operations Per Second, More Is Better Redis Memtier / Redis Benchmark Test: MIX AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 200K 400K 600K 800K 1000K SE +/- 4236.26, N = 11 SE +/- 4417.87, N = 3 SE +/- 15439.80, N = 9 SE +/- 2160.46, N = 3 483247.87 499065.63 895409.93 318221.71 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre 2. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c 3. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc8 4. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff398 5. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25
ONNX Runtime ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.8.2 Model: fcn-resnet101-11 - Device: OpenMP CPU AlmaLinux 8.4 CentOS Stream Ubuntu 21.10 40 80 120 160 200 SE +/- 4.42, N = 9 SE +/- 3.22, N = 12 SE +/- 1.77, N = 7 163 160 191 -O2 -O3 -O3 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -ldl -lrt Model: fcn-resnet101-11 - Device: OpenMP CPU
Clear Linux 35150: onnx: line 3: ./onnxruntime/build/Linux/Release/onnxruntime_perf_test: No such file or directory
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.8.2 Model: bertsquad-10 - Device: OpenMP CPU AlmaLinux 8.4 CentOS Stream Ubuntu 21.10 100 200 300 400 500 SE +/- 12.87, N = 12 SE +/- 12.36, N = 12 SE +/- 6.37, N = 3 417 417 448 -O2 -O3 -O3 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -ldl -lrt Model: bertsquad-10 - Device: OpenMP CPU
Clear Linux 35150: onnx: line 3: ./onnxruntime/build/Linux/Release/onnxruntime_perf_test: No such file or directory
PlaidML This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 8.16 8.14 8.39 8.53
Quantum ESPRESSO Quantum ESPRESSO is an integrated suite of Open-Source computer codes for electronic-structure calculations and materials modeling at the nanoscale. It is based on density-functional theory, plane waves, and pseudopotentials. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Quantum ESPRESSO 6.8 Input: AUSURF112 AlmaLinux 8.4 CentOS Stream Ubuntu 21.10 70 140 210 280 350 SE +/- 0.18, N = 3 SE +/- 0.80, N = 3 SE +/- 0.28, N = 3 288.35 299.48 243.14 -fexceptions -pthread -pthread -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 1. (F9X) gfortran options: -ldevXlib -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -lmpi_usempif08 -lmpi_mpifh -lmpi Input: AUSURF112
Clear Linux 35150: Test failed to run.
TNN TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: DenseNet AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 700 1400 2100 2800 3500 SE +/- 0.36, N = 3 SE +/- 8.98, N = 3 SE +/- 0.84, N = 3 SE +/- 4.39, N = 3 2651.10 2735.69 3325.44 2842.20 -O2 - MIN: 2623.33 / MAX: 2789.73 -O3 - MIN: 2699.84 / MAX: 2872.7 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3276.19 / MAX: 3391.4 -O3 - MIN: 2742.82 / MAX: 3539.14 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl
Chaos Group V-RAY This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org vsamples, More Is Better Chaos Group V-RAY 5 Mode: CPU AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 14K 28K 42K 56K 70K SE +/- 397.47, N = 3 SE +/- 738.55, N = 3 SE +/- 1288.09, N = 12 SE +/- 1753.86, N = 12 67572 66119 66785 64272
OpenSSL OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org byte/s, More Is Better OpenSSL 3.0 Algorithm: SHA256 AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 20000M 40000M 60000M 80000M 100000M SE +/- 62638981.93, N = 3 SE +/- 1160628126.12, N = 3 SE +/- 155150645.70, N = 3 SE +/- 37689879.19, N = 3 91671791993 89907498373 103218599120 98548642883 -pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
PlaidML This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU Clear Linux 35150 1.044 2.088 3.132 4.176 5.22 SE +/- 0.01, N = 3 4.64 FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU
CentOS Stream: Test failed to run.
AlmaLinux 8.4: Test failed to run.
Zstd Compression This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8, Long Mode - Decompression Speed AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 1000 2000 3000 4000 5000 SE +/- 5.68, N = 15 SE +/- 3.67, N = 15 SE +/- 3.11, N = 15 SE +/- 23.42, N = 3 4387.3 4403.8 4758.1 4087.2 1. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8, Long Mode - Compression Speed AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 200 400 600 800 1000 SE +/- 2.66, N = 15 SE +/- 2.34, N = 15 SE +/- 11.06, N = 15 SE +/- 1.53, N = 3 322.0 323.7 918.2 184.4 1. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
PlaidML This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: CPU AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 11 22 33 44 55 SE +/- 0.42, N = 7 SE +/- 0.57, N = 3 SE +/- 0.16, N = 3 SE +/- 0.22, N = 15 46.86 47.10 47.07 33.98
PostgreSQL pgbench This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 2 4 6 8 10 SE +/- 0.058, N = 3 SE +/- 0.050, N = 3 SE +/- 0.087, N = 3 SE +/- 0.119, N = 3 8.162 7.683 8.929 8.492 -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Write AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 14K 28K 42K 56K 70K SE +/- 430.72, N = 3 SE +/- 427.26, N = 3 SE +/- 548.57, N = 3 SE +/- 818.76, N = 3 61262 65089 56007 58900 -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 0.0655 0.131 0.1965 0.262 0.3275 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.255 0.260 0.250 0.291 -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Only AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 400K 800K 1200K 1600K 2000K SE +/- 6084.64, N = 3 SE +/- 5113.94, N = 3 SE +/- 7404.19, N = 3 SE +/- 5531.30, N = 3 1962346 1922547 2003553 1719142 -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 0.0326 0.0652 0.0978 0.1304 0.163 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 0.124 0.125 0.122 0.145 -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 400K 800K 1200K 1600K 2000K SE +/- 3180.97, N = 3 SE +/- 4608.10, N = 3 SE +/- 20119.29, N = 3 SE +/- 21431.80, N = 3 2022285 2000971 2053666 1726319 -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm
Redis Memtier / Redis Benchmark Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. This test profile is for testing any system-installed Redis copy. The redis-server and redis-benchmark software must be present in PATH. To use a static / locally built version of Redis, run the pts/redis test profile instead. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Requests Per Second, More Is Better Redis Memtier / Redis Benchmark Test: LPUSH and LPOP: lpush AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 300K 600K 900K 1200K 1500K SE +/- 8338.52, N = 6 SE +/- 9357.11, N = 3 SE +/- 15753.94, N = 3 SE +/- 16158.55, N = 14 817561.77 845537.92 1300265.30 1291673.49 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre 2. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c 3. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc8 4. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff398 5. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25
VP9 libvpx Encoding This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9 video format. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better VP9 libvpx Encoding 1.10.0 Speed: Speed 5 - Input: Bosphorus 4K AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 5 10 15 20 25 SE +/- 0.37, N = 15 SE +/- 0.09, N = 3 SE +/- 0.06, N = 3 SE +/- 0.45, N = 15 13.20 13.57 18.81 14.69 -U_FORTIFY_SOURCE -U_FORTIFY_SOURCE -pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake -U_FORTIFY_SOURCE 1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11
Zstd Compression This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8 - Decompression Speed AlmaLinux 8.4 CentOS Stream Ubuntu 21.10 900 1800 2700 3600 4500 SE +/- 1.87, N = 3 SE +/- 8.02, N = 3 4059.0 4057.3 3828.6 1. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 3. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: python_startup AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 10.10 10.40 8.45 7.31
Blender Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL, NVIDIA OptiX, and NVIDIA CUDA is supported. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Pabellon Barcelona - Compute: CPU-Only AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 20 40 60 80 100 SE +/- 0.17, N = 3 SE +/- 0.16, N = 3 SE +/- 0.11, N = 3 SE +/- 0.07, N = 3 75.55 75.96 75.10 76.98
Zstd Compression This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 3 - Decompression Speed CentOS Stream Clear Linux 35150 Ubuntu 21.10 900 1800 2700 3600 4500 SE +/- 3.05, N = 2 SE +/- 1.35, N = 2 3871.7 4224.4 3717.2 1. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 3. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 3, Long Mode - Decompression Speed AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 1000 2000 3000 4000 5000 SE +/- 2.79, N = 12 SE +/- 4.77, N = 4 SE +/- 38.54, N = 3 4198.8 4212.2 4594.0 3938.4 1. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
PlaidML This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: CPU AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 10 20 30 40 50 SE +/- 0.46, N = 3 SE +/- 0.28, N = 3 SE +/- 0.01, N = 3 SE +/- 0.24, N = 3 40.88 41.73 41.42 30.36
Zstd Compression This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8 - Compression Speed AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 1000 2000 3000 4000 5000 SE +/- 17.65, N = 3 SE +/- 24.96, N = 3 SE +/- 35.88, N = 3 SE +/- 34.72, N = 15 3584.3 3538.1 4782.8 3228.3 1. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
Redis Memtier / Redis Benchmark Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. This test profile is for testing any system-installed Redis copy. The redis-server and redis-benchmark software must be present in PATH. To use a static / locally built version of Redis, run the pts/redis test profile instead. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Requests Per Second, More Is Better Redis Memtier / Redis Benchmark Test: LPUSH and LPOP: lpop AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 300K 600K 900K 1200K 1500K SE +/- 7734.28, N = 3 SE +/- 1389.78, N = 3 SE +/- 12884.54, N = 6 SE +/- 6262.88, N = 3 822492.46 812968.83 1358711.35 1189084.42 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre 2. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c 3. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc8 4. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff398 5. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25
Zstd Compression This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 3, Long Mode - Compression Speed AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 200 400 600 800 1000 SE +/- 7.20, N = 12 SE +/- 4.00, N = 4 SE +/- 2.86, N = 3 SE +/- 1.37, N = 3 342.4 327.3 966.7 163.7 1. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
OpenSSL OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org verify/s, More Is Better OpenSSL 3.0 Algorithm: RSA4096 AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 200K 400K 600K 800K 1000K SE +/- 258.24, N = 3 SE +/- 80.23, N = 3 SE +/- 161.41, N = 3 SE +/- 385.98, N = 3 1112587.0 1114116.9 1113280.3 1114763.8 -pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.org sign/s, More Is Better OpenSSL 3.0 Algorithm: RSA4096 AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 4K 8K 12K 16K 20K SE +/- 0.46, N = 3 SE +/- 13.43, N = 3 SE +/- 2.67, N = 3 SE +/- 15.36, N = 3 16983.0 16990.0 17010.4 17027.4 -pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
Timed Node.js Compilation This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Timed Node.js Compilation 15.11 Time To Compile AlmaLinux 8.4 CentOS Stream Ubuntu 21.10 20 40 60 80 100 SE +/- 0.29, N = 3 SE +/- 0.30, N = 3 SE +/- 0.26, N = 3 76.12 76.40 80.25 Time To Compile
Clear Linux 35150: The test quit with a non-zero exit status.
Zstd Compression This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 3 - Compression Speed AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 2K 4K 6K 8K 10K SE +/- 36.98, N = 3 SE +/- 60.57, N = 3 SE +/- 78.84, N = 3 SE +/- 162.04, N = 12 9979.8 10117.1 8081.6 5872.4 1. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
PlaidML This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU Clear Linux 35150 4 8 12 16 20 SE +/- 0.19, N = 3 16.53 FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU
CentOS Stream: Test failed to run.
AlmaLinux 8.4: Test failed to run.
Zstd Compression This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19 - Decompression Speed AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 800 1600 2400 3200 4000 SE +/- 2.73, N = 3 SE +/- 7.36, N = 3 SE +/- 5.13, N = 3 SE +/- 17.07, N = 3 3786.4 3803.8 3863.8 3560.1 1. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19 - Compression Speed AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 20 40 60 80 100 SE +/- 0.49, N = 3 SE +/- 0.40, N = 3 SE +/- 0.81, N = 3 SE +/- 0.90, N = 3 83.1 82.1 98.1 78.1 1. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
GEGL GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Color Enhance AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 11 22 33 44 55 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 29.22 29.41 35.91 49.84
ACES DGEMM This is a multi-threaded DGEMM benchmark. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org GFLOP/s, More Is Better ACES DGEMM 1.0 Sustained Floating-Point Rate AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 7 14 21 28 35 SE +/- 0.08, N = 3 SE +/- 0.21, N = 15 SE +/- 0.42, N = 15 SE +/- 0.30, N = 15 20.25 29.13 29.45 22.45 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -O3 -march=native -fopenmp
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: regex_compile AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 40 80 120 160 200 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 178 180 146 151
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: django_template AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 15 30 45 60 75 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 65.1 64.9 41.6 41.4
GROMACS The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2021.2 Implementation: MPI CPU - Input: water_GMX50_bare AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 2 4 6 8 10 SE +/- 0.012, N = 3 SE +/- 0.035, N = 3 SE +/- 0.030, N = 3 SE +/- 0.029, N = 3 7.332 7.037 7.448 7.389 -O2 -pthread -O3 -pthread -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O3 1. (CXX) g++ options:
Timed Wasmer Compilation This test times how long it takes to compile Wasmer. Wasmer is written in the Rust programming language and is a WebAssembly runtime implementation that supports WASI and EmScripten. This test profile builds Wasmer with the Cranelift and Singlepast compiler features enabled. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Timed Wasmer Compilation 1.0.2 Time To Compile AlmaLinux 8.4 CentOS Stream Ubuntu 21.10 10 20 30 40 50 SE +/- 0.16, N = 3 SE +/- 0.22, N = 3 SE +/- 0.28, N = 3 39.83 37.01 43.90 1. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc Time To Compile
Clear Linux 35150: The test quit with a non-zero exit status.
GEGL GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Rotate 90 Degrees AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 8 16 24 32 40 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.10, N = 3 29.21 29.29 31.16 36.28
NAMD NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.14 ATPase Simulation - 327,506 Atoms AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 0.0688 0.1376 0.2064 0.2752 0.344 SE +/- 0.00050, N = 3 SE +/- 0.00024, N = 3 SE +/- 0.00017, N = 3 SE +/- 0.00022, N = 3 0.30595 0.30533 0.30547 0.30411
x265 This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 4K AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 6 12 18 24 30 SE +/- 0.34, N = 3 SE +/- 0.20, N = 3 SE +/- 0.13, N = 3 SE +/- 0.23, N = 5 27.03 24.73 26.00 22.30 -O2 -O3 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lnuma -O3 -lnuma 1. (CXX) g++ options: -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pathlib AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 17.1 17.5 13.5 15.2
GEGL GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Reflect AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 7 14 21 28 35 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 29.22 29.34 23.37 27.90
Blender Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL, NVIDIA OptiX, and NVIDIA CUDA is supported. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: BMW27 - Compute: CPU-Only AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 6 12 18 24 30 SE +/- 0.06, N = 3 SE +/- 0.20, N = 3 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 25.90 26.04 25.76 26.24
OSPray Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: SciVis AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 20 40 60 80 100 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 83.33 83.33 83.33 83.33 MIN: 43.48 / MAX: 90.91 MIN: 47.62 / MAX: 90.91 MIN: 62.5 / MAX: 90.91 MIN: 66.67 / MAX: 90.91
RawTherapee RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better RawTherapee Total Benchmark Time Clear Linux 35150 Ubuntu 21.10 11 22 33 44 55 SE +/- 0.09, N = 3 SE +/- 0.16, N = 3 40.83 49.94 1. Clear Linux 35150: RawTherapee, version , command line. 2. Ubuntu 21.10: RawTherapee, version 5.8, command line. Total Benchmark Time
CentOS Stream: Test failed to run.
AlmaLinux 8.4: Test failed to run.
PyBench This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Milliseconds, Fewer Is Better PyBench 2018-02-16 Total For Average Test Times AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 200 400 600 800 1000 SE +/- 3.76, N = 3 SE +/- 1.20, N = 3 SE +/- 3.51, N = 3 SE +/- 1.67, N = 3 992 990 881 866
TNN TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: MobileNet v2 AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 70 140 210 280 350 SE +/- 1.54, N = 3 SE +/- 0.22, N = 3 SE +/- 0.30, N = 3 SE +/- 3.36, N = 3 302.94 288.43 320.66 302.52 -O2 - MIN: 297.63 / MAX: 358.46 -O3 - MIN: 286.43 / MAX: 332.5 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 317.51 / MAX: 351.18 -O3 - MIN: 292.01 / MAX: 381.49 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl
OpenSSL OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. The system/openssl test profiles relies on benchmarking the system/OS-supplied openssl binary rather than the pts/openssl test profile that uses the locally-built OpenSSL for benchmarking. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org verify/s, More Is Better OpenSSL AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 200K 400K 600K 800K 1000K SE +/- 691.47, N = 3 SE +/- 1384.47, N = 3 SE +/- 113.24, N = 3 SE +/- 630.46, N = 3 1107864.1 1107523.8 1116179.5 1104066.2 1. AlmaLinux 8.4: OpenSSL 1.1.1g FIPS 21 Apr 2020 2. CentOS Stream: OpenSSL 1.1.1k FIPS 25 Mar 2021 3. Clear Linux 35150: OpenSSL 1.1.1l 24 Aug 2021 4. Ubuntu 21.10: OpenSSL 1.1.1l 24 Aug 2021
OpenBenchmarking.org sign/s, More Is Better OpenSSL AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 4K 8K 12K 16K 20K SE +/- 105.92, N = 3 SE +/- 10.96, N = 3 SE +/- 1.19, N = 3 SE +/- 13.83, N = 3 16921.7 17076.6 17024.7 17090.0 1. AlmaLinux 8.4: OpenSSL 1.1.1g FIPS 21 Apr 2020 2. CentOS Stream: OpenSSL 1.1.1k FIPS 25 Mar 2021 3. Clear Linux 35150: OpenSSL 1.1.1l 24 Aug 2021 4. Ubuntu 21.10: OpenSSL 1.1.1l 24 Aug 2021
TNN TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: SqueezeNet v1.1 AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 70 140 210 280 350 SE +/- 0.31, N = 3 SE +/- 0.08, N = 3 SE +/- 0.04, N = 3 SE +/- 0.11, N = 3 257.39 249.49 319.41 251.70 -O2 - MIN: 256.52 / MAX: 258.17 -O3 - MIN: 249.1 / MAX: 252.77 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 319.14 / MAX: 320 -O3 - MIN: 251.29 / MAX: 253.11 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl
Inkscape Inkscape is an open-source vector graphics editor. This test profile times how long it takes to complete various operations by Inkscape. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Inkscape Operation: SVG Files To PNG AlmaLinux 8.4 CentOS Stream 6 12 18 24 30 SE +/- 0.17, N = 3 SE +/- 0.26, N = 5 22.87 24.88 1. Inkscape 0.92.3 (2405546, 2018-03-11) Operation: SVG Files To PNG
Ubuntu 21.10: The test quit with a non-zero exit status.
Clear Linux 35150: The test quit with a non-zero exit status.
GEGL GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Crop AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 7 14 21 28 35 SE +/- 0.065, N = 3 SE +/- 0.122, N = 3 SE +/- 0.033, N = 3 SE +/- 0.031, N = 3 29.271 29.542 6.003 7.770
AOM AV1 This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K Ubuntu 21.10 6 12 18 24 30 SE +/- 0.38, N = 3 26.05 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K
Clear Linux 35150: Test failed to run.
CentOS Stream: Test failed to run.
AlmaLinux 8.4: Test failed to run.
GEGL GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Scale AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 7 14 21 28 35 SE +/- 0.022, N = 3 SE +/- 0.030, N = 3 SE +/- 0.049, N = 3 SE +/- 0.044, N = 3 29.221 29.354 4.804 6.858
OSPray Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: XFrog Forest - Renderer: SciVis AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 4 8 12 16 20 SE +/- 0.10, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.10, N = 3 17.34 17.24 17.24 17.44 MIN: 12.66 / MAX: 17.54 MIN: 12.5 / MAX: 17.54 MIN: 14.49 / MAX: 17.54 MIN: 14.71 / MAX: 17.54
Nginx This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile relies upon nginx being present in the system PATH / already installed on the system if wanting to benchmark the operating system's provided nginx package. Use the pts/ngnx test profile if wanting to test a locally-built Nginx web server. Wrk is used for facilitating the HTTP web server load testing. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Requests Per Second, More Is Better Nginx Test: Long Connection - Connections: 1000 Ubuntu 21.10 40K 80K 120K 160K 200K SE +/- 391.28, N = 3 180785.84 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2 2. nginx version: nginx/1.18.0 (Ubuntu) Test: Long Connection - Connections: 1000
Clear Linux 35150: nginx: line 5: ./wrk/wrk: No such file or directory
CentOS Stream: The test quit with a non-zero exit status.
AlmaLinux 8.4: The test quit with a non-zero exit status.
OpenBenchmarking.org Requests Per Second, More Is Better Nginx Test: Long Connection - Connections: 500 Ubuntu 21.10 40K 80K 120K 160K 200K SE +/- 911.83, N = 3 170340.65 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2 2. nginx version: nginx/1.18.0 (Ubuntu) Test: Long Connection - Connections: 500
Clear Linux 35150: nginx: line 5: ./wrk/wrk: No such file or directory
CentOS Stream: The test quit with a non-zero exit status.
AlmaLinux 8.4: The test quit with a non-zero exit status.
OpenBenchmarking.org Requests Per Second, More Is Better Nginx Test: Short Connection - Connections: 1000 Ubuntu 21.10 8K 16K 24K 32K 40K SE +/- 43.89, N = 3 35835.87 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2 2. nginx version: nginx/1.18.0 (Ubuntu) Test: Short Connection - Connections: 1000
Clear Linux 35150: nginx: line 7: ./wrk/wrk: No such file or directory
CentOS Stream: The test quit with a non-zero exit status.
AlmaLinux 8.4: The test quit with a non-zero exit status.
OpenBenchmarking.org Requests Per Second, More Is Better Nginx Test: Short Connection - Connections: 500 Ubuntu 21.10 9K 18K 27K 36K 45K SE +/- 26.81, N = 3 42141.95 1. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2 2. nginx version: nginx/1.18.0 (Ubuntu) Test: Short Connection - Connections: 500
Clear Linux 35150: nginx: line 7: ./wrk/wrk: No such file or directory
CentOS Stream: The test quit with a non-zero exit status.
AlmaLinux 8.4: The test quit with a non-zero exit status.
Kvazaar This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.1 Video Input: Bosphorus 4K - Video Preset: Very Fast AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 13 26 39 52 65 SE +/- 0.28, N = 3 SE +/- 0.16, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 49.16 49.53 57.00 26.27 -O2 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt
AOM AV1 This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K Ubuntu 21.10 8 16 24 32 40 SE +/- 0.09, N = 3 35.97 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K
Clear Linux 35150: Test failed to run.
CentOS Stream: Test failed to run.
AlmaLinux 8.4: Test failed to run.
ASTC Encoder ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 3.2 Preset: Exhaustive AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 3 6 9 12 15 SE +/- 0.0020, N = 3 SE +/- 0.0435, N = 3 SE +/- 0.0320, N = 3 SE +/- 0.0011, N = 3 9.3084 9.4231 9.0497 9.3335 -O2 -O3 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O3 1. (CXX) g++ options: -flto -pthread
AOM AV1 This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.2 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K Ubuntu 21.10 9 18 27 36 45 SE +/- 0.48, N = 3 39.62 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K
Clear Linux 35150: Test failed to run.
CentOS Stream: Test failed to run.
AlmaLinux 8.4: Test failed to run.
SVT-AV1 This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8.7 Encoder Mode: Preset 8 - Input: Bosphorus 4K AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 15 30 45 60 75 SE +/- 0.46, N = 3 SE +/- 0.24, N = 3 SE +/- 0.09, N = 3 SE +/- 0.27, N = 3 57.50 60.06 66.85 61.56 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
Hugin Hugin is an open-source, cross-platform panorama photo stitcher software package. This test profile times how long it takes to run the assistant and panorama photo stitching on a set of images. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Hugin Panorama Photo Assistant + Stitching Time Ubuntu 21.10 10 20 30 40 50 SE +/- 0.40, N = 3 45.79 Panorama Photo Assistant + Stitching Time
Clear Linux 35150: The test quit with a non-zero exit status.
CentOS Stream: The test quit with a non-zero exit status.
AlmaLinux 8.4: The test quit with a non-zero exit status.
Timed Godot Game Engine Compilation This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Timed Godot Game Engine Compilation 3.2.3 Time To Compile Ubuntu 21.10 10 20 30 40 50 SE +/- 0.32, N = 3 43.52 Time To Compile
Clear Linux 35150: The test quit with a non-zero exit status.
CentOS Stream: The test quit with a non-zero exit status.
AlmaLinux 8.4: The test quit with a non-zero exit status.
SVT-VP9 This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 90 180 270 360 450 SE +/- 4.39, N = 4 SE +/- 3.86, N = 15 SE +/- 4.96, N = 15 SE +/- 5.36, N = 12 375.97 401.72 433.62 404.95 -O2 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
POV-Ray This is a test of POV-Ray, the Persistence of Vision Raytracer. POV-Ray is used to create 3D graphics using ray-tracing. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better POV-Ray 3.7.0.7 Trace Time AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 2 4 6 8 10 SE +/- 0.050, N = 3 SE +/- 0.012, N = 3 SE +/- 0.020, N = 3 SE +/- 0.017, N = 3 8.279 7.894 8.121 8.505 -pthread -pthread -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -R/usr/lib -lSDL -lpthread -lSM -lICE -R/usr/lib -lSDL -lXpm -lSM -lICE -lIlmImf -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -pthread -lIlmThread 1. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system
Kvazaar This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.1 Video Input: Bosphorus 4K - Video Preset: Ultra Fast AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 15 30 45 60 75 SE +/- 0.87, N = 3 SE +/- 0.54, N = 3 SE +/- 0.29, N = 3 SE +/- 0.09, N = 3 65.37 65.27 65.93 50.24 -O2 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt
Embree Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Crown AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 15 30 45 60 75 SE +/- 0.08, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 67.26 67.31 67.36 67.50 MIN: 65.78 / MAX: 69.51 MIN: 65.88 / MAX: 69.89 MIN: 66.09 / MAX: 69.49 MIN: 66.15 / MAX: 69.7
PlaidML This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU Clear Linux 35150 150 300 450 600 750 SE +/- 1.54, N = 3 703.76 FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU
CentOS Stream: Test failed to run.
AlmaLinux 8.4: Test failed to run.
Embree Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer - Model: Crown AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 16 32 48 64 80 SE +/- 0.06, N = 3 SE +/- 0.10, N = 3 SE +/- 0.14, N = 3 SE +/- 0.10, N = 3 72.33 73.13 73.26 73.25 MIN: 70.72 / MAX: 75.17 MIN: 71.52 / MAX: 75.78 MIN: 71.57 / MAX: 75.62 MIN: 71.54 / MAX: 75.84
PlaidML This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.
FP16: No - Mode: Inference - Network: NASNer Large - Device: CPU
Ubuntu 21.10: Test failed to run.
CentOS Stream: Test failed to run.
AlmaLinux 8.4: Test failed to run.
SVT-VP9 This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 80 160 240 320 400 SE +/- 1.33, N = 3 SE +/- 2.64, N = 15 SE +/- 4.31, N = 4 SE +/- 2.47, N = 12 311.16 333.29 359.67 350.95 -O2 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
PlaidML This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.
FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU
Ubuntu 21.10: Test failed to run.
CentOS Stream: Test failed to run.
AlmaLinux 8.4: Test failed to run.
FP16: No - Mode: Inference - Network: Inception V3 - Device: CPU
Ubuntu 21.10: Test failed to run.
Clear Linux 35150: Test failed to run.
CentOS Stream: Test failed to run.
AlmaLinux 8.4: Test failed to run.
ASTC Encoder ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 3.2 Preset: Thorough AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 1.2448 2.4896 3.7344 4.9792 6.224 SE +/- 0.0305, N = 3 SE +/- 0.0074, N = 3 SE +/- 0.0128, N = 3 SE +/- 0.0063, N = 3 5.5325 4.8542 4.9429 5.0476 -O2 -O3 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O3 1. (CXX) g++ options: -flto -pthread
OSPray Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: SciVis AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 12 24 36 48 60 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 55.56 55.56 55.56 55.56 MIN: 40 / MAX: 58.82 MIN: 38.46 / MAX: 58.82 MIN: 38.46 / MAX: 58.82 MIN: 29.41 / MAX: 58.82
TNN TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: SqueezeNet v2 AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 14 28 42 56 70 SE +/- 0.15, N = 3 SE +/- 0.67, N = 4 SE +/- 0.30, N = 3 SE +/- 0.11, N = 3 62.22 58.70 64.60 62.08 -O2 - MIN: 61.44 / MAX: 62.69 -O3 - MIN: 57.13 / MAX: 60.65 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 64.13 / MAX: 65.38 -O3 - MIN: 61.81 / MAX: 62.45 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl
OSPray Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: NASA Streamlines - Renderer: SciVis AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 20 40 60 80 100 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 111.11 111.11 111.11 111.11 MIN: 34.48 / MAX: 125 MIN: 35.71 / MAX: 125 MIN: 52.63 / MAX: 125 MIN: 45.45 / MAX: 125
SVT-HEVC This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 7 - Input: Bosphorus 1080p AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 80 160 240 320 400 SE +/- 4.09, N = 3 SE +/- 2.78, N = 3 SE +/- 2.14, N = 3 SE +/- 3.71, N = 3 335.92 343.03 366.03 355.53 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -fPIE -fPIC -O2 -O3 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 10 - Input: Bosphorus 1080p AlmaLinux 8.4 CentOS Stream Clear Linux 35150 Ubuntu 21.10 120 240 360 480 600 SE +/- 6.17, N = 3 SE +/- 6.45, N = 4 SE +/- 5.39, N = 7 SE +/- 3.94, N = 3 500.01 559.53 571.97 539.63 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -fPIE -fPIC -O2 -O3 -pie -rdynamic -lpthread -lrt
PlaidML This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.
FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU
Ubuntu 21.10: Test failed to run.
CentOS Stream: Test failed to run.
AlmaLinux 8.4: Test failed to run.
FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU
Ubuntu 21.10: Test failed to run.
CentOS Stream: Test failed to run.
AlmaLinux 8.4: Test failed to run.
Ubuntu 21.10 Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 8 GB DDR4-3200MT/s HMA81GR7CJR8N-XN, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel 10G X550T
OS: Ubuntu 21.10, Kernel: 5.13.0-20-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1024x768
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --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 -vProcessor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114Python Notes: Python 3.9.7Security Notes: 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
Testing initiated at 20 October 2021 14:06 by user root.
Clear Linux 35150 Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T
OS: Clear Linux OS 35150, Kernel: 5.14.13-1083.native (x86_64), Desktop: GNOME Shell 41.0, Display Server: X Server 1.20.11, Compiler: GCC 11.2.1 20211015 releases/gcc-11.2.0-353-g6a936be4ad + Clang 11.1.0 + LLVM 11.1.0, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: alwaysEnvironment Notes: FFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,--enable-new-dtags" CXXFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -fvisibility-inlines-hidden -Wl,--enable-new-dtags" FCFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,-sort-common -Wl,--enable-new-dtags" CFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx""Compiler Notes: --build=x86_64-generic-linux --disable-libmpx --disable-libunwind-exceptions --disable-multiarch --disable-vtable-verify --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-clocale=gnu --enable-default-pie --enable-gnu-indirect-function --enable-languages=c,c++,fortran,go --enable-ld=default --enable-libstdcxx-pch --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=x86-64-v3 --with-gcc-major-version-only --with-glibc-version=2.19 --with-gnu-ld --with-isl --with-ppl=yes --with-tune=skylake-avx512Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114Python Notes: Python 3.9.7Security Notes: 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
Testing initiated at 21 October 2021 10:57 by user phoronix.
CentOS Stream Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T
OS: CentOS Stream 8, Kernel: 4.18.0-348.el8.x86_64 (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server, Compiler: GCC 8.5.0 20210514, File-System: xfs, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: alwaysCompiler Notes: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driverProcessor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114Python Notes: Python 3.6.8Security Notes: SELinux + 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
Testing initiated at 21 October 2021 20:04 by user .
AlmaLinux 8.4 Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T
OS: AlmaLinux 8.4, Kernel: 4.18.0-305.el8.x86_64 (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server, Compiler: GCC 8.4.1 20200928, File-System: xfs, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: alwaysCompiler Notes: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driverProcessor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114Python Notes: Python 3.6.8Security Notes: SELinux + 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
Testing initiated at 22 October 2021 08:56 by user .