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 Ubuntu 21.10 CentOS Stream AlmaLinux 8.4 100 200 300 400 500 SE +/- 0.99, N = 3 SE +/- 3.26, N = 9 SE +/- 2.38, N = 9 438.7 442.5 445.0 1. Ubuntu 21.10: 3.8.2.0 2. CentOS Stream: 3.8.0.0 3. AlmaLinux 8.4: 3.8.0.0
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: FM Deemphasis Filter Ubuntu 21.10 CentOS Stream AlmaLinux 8.4 200 400 600 800 1000 SE +/- 6.05, N = 3 SE +/- 4.44, N = 9 SE +/- 4.91, N = 9 881.2 743.0 753.0 1. Ubuntu 21.10: 3.8.2.0 2. CentOS Stream: 3.8.0.0 3. AlmaLinux 8.4: 3.8.0.0
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: IIR Filter Ubuntu 21.10 CentOS Stream AlmaLinux 8.4 150 300 450 600 750 SE +/- 0.37, N = 3 SE +/- 5.22, N = 9 SE +/- 4.25, N = 9 708.8 679.6 684.9 1. Ubuntu 21.10: 3.8.2.0 2. CentOS Stream: 3.8.0.0 3. AlmaLinux 8.4: 3.8.0.0
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: FIR Filter Ubuntu 21.10 CentOS Stream AlmaLinux 8.4 200 400 600 800 1000 SE +/- 5.06, N = 3 SE +/- 7.48, N = 9 SE +/- 6.71, N = 9 790.5 803.9 804.4 1. Ubuntu 21.10: 3.8.2.0 2. CentOS Stream: 3.8.0.0 3. AlmaLinux 8.4: 3.8.0.0
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: Signal Source (Cosine) Ubuntu 21.10 CentOS Stream AlmaLinux 8.4 800 1600 2400 3200 4000 SE +/- 17.16, N = 3 SE +/- 77.18, N = 9 SE +/- 51.94, N = 9 3737.8 3293.0 3441.3 1. Ubuntu 21.10: 3.8.2.0 2. CentOS Stream: 3.8.0.0 3. AlmaLinux 8.4: 3.8.0.0
OpenBenchmarking.org MiB/s, More Is Better GNU Radio Test: Five Back to Back FIR Filters Ubuntu 21.10 CentOS Stream AlmaLinux 8.4 160 320 480 640 800 SE +/- 2.95, N = 3 SE +/- 23.40, N = 9 SE +/- 12.94, N = 9 739.5 629.9 744.4 1. Ubuntu 21.10: 3.8.2.0 2. CentOS Stream: 3.8.0.0 3. AlmaLinux 8.4: 3.8.0.0
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 20 40 60 80 100 SE +/- 1.87, N = 12 SE +/- 1.73, N = 10 SE +/- 3.30, N = 9 SE +/- 7.01, N = 9 67.12 64.98 78.87 77.96 -O3 - MIN: 49.55 / MAX: 5490.47 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 51.79 / MAX: 1080.66 -O3 -pthread - MIN: 50.29 / MAX: 4995.28 -O2 -pthread - MIN: 54.57 / MAX: 4685.63 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: squeezenet_ssd Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 20 40 60 80 100 SE +/- 2.10, N = 12 SE +/- 3.58, N = 10 SE +/- 9.93, N = 9 SE +/- 11.10, N = 9 58.79 64.34 78.68 80.72 -O3 - MIN: 29.45 / MAX: 2730.32 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 28.06 / MAX: 2142.08 -O3 -pthread - MIN: 33.92 / MAX: 3875.07 -O2 -pthread - MIN: 28.78 / MAX: 3860.96 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: yolov4-tiny Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 10 20 30 40 50 SE +/- 2.11, N = 12 SE +/- 4.00, N = 10 SE +/- 2.48, N = 8 SE +/- 2.96, N = 9 40.84 42.02 45.37 46.19 -O3 - MIN: 27.21 / MAX: 1106.77 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 27.79 / MAX: 241.71 -O3 -pthread - MIN: 28.23 / MAX: 1463.77 -O2 -pthread - MIN: 28.54 / MAX: 1750.13 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: resnet50 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 15 30 45 60 75 SE +/- 5.27, N = 12 SE +/- 7.79, N = 10 SE +/- 6.02, N = 9 SE +/- 7.00, N = 9 67.78 50.85 53.47 63.27 -O3 - MIN: 26.34 / MAX: 3411.32 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 27.96 / MAX: 717.36 -O3 -pthread - MIN: 29.79 / MAX: 1155.76 -O2 -pthread - MIN: 29.45 / MAX: 980.81 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: alexnet Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 4 8 12 16 20 SE +/- 0.84, N = 12 SE +/- 0.74, N = 10 SE +/- 0.80, N = 9 SE +/- 1.55, N = 9 13.01 14.50 13.92 15.03 -O3 - MIN: 6.66 / MAX: 628.35 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 7.26 / MAX: 361.12 -O3 -pthread - MIN: 7.31 / MAX: 34.4 -O2 -pthread - MIN: 7.19 / MAX: 641.09 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: resnet18 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 8 16 24 32 40 SE +/- 1.95, N = 12 SE +/- 2.74, N = 10 SE +/- 5.38, N = 9 SE +/- 2.32, N = 9 29.10 31.99 35.17 24.67 -O3 - MIN: 14.81 / MAX: 1391.06 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 14.92 / MAX: 514.42 -O3 -pthread - MIN: 16.78 / MAX: 1484.79 -O2 -pthread - MIN: 16.34 / MAX: 1715.89 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: vgg16 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 10 20 30 40 50 SE +/- 0.67, N = 12 SE +/- 1.27, N = 10 SE +/- 1.67, N = 9 SE +/- 2.08, N = 9 36.63 45.50 44.89 43.46 -O3 - MIN: 31.48 / MAX: 680.6 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 34.07 / MAX: 603.85 -O3 -pthread - MIN: 33.79 / MAX: 1241.31 -O2 -pthread - MIN: 30.05 / MAX: 1241.32 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: googlenet Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 15 30 45 60 75 SE +/- 2.35, N = 12 SE +/- 4.13, N = 10 SE +/- 5.35, N = 9 SE +/- 7.42, N = 9 53.49 69.01 65.57 55.57 -O3 - MIN: 24.51 / MAX: 2810.72 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 23.65 / MAX: 2469.52 -O3 -pthread - MIN: 25.15 / MAX: 1318.82 -O2 -pthread - MIN: 23.09 / MAX: 2674.55 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: blazeface Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 3 6 9 12 15 SE +/- 0.70, N = 12 SE +/- 0.22, N = 10 SE +/- 0.77, N = 9 SE +/- 1.17, N = 9 13.01 11.09 13.27 13.25 -O3 - MIN: 8.6 / MAX: 1097.33 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 8.15 / MAX: 15.52 -O3 -pthread - MIN: 8.5 / MAX: 759.69 -O2 -pthread - MIN: 8.11 / MAX: 1252.74 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: efficientnet-b0 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 10 20 30 40 50 SE +/- 1.20, N = 12 SE +/- 0.78, N = 10 SE +/- 2.45, N = 9 SE +/- 3.34, N = 9 38.36 37.63 43.85 43.09 -O3 - MIN: 26.68 / MAX: 1636.57 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 21.58 / MAX: 312.05 -O3 -pthread - MIN: 25.2 / MAX: 750.27 -O2 -pthread - MIN: 23.84 / MAX: 835.04 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mnasnet Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 9 18 27 36 45 SE +/- 1.08, N = 12 SE +/- 0.97, N = 10 SE +/- 3.04, N = 9 SE +/- 3.19, N = 9 32.34 29.49 37.60 35.88 -O3 - MIN: 21.61 / MAX: 565.28 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 19.83 / MAX: 182.59 -O3 -pthread - MIN: 19.51 / MAX: 2560.41 -O2 -pthread - MIN: 14.76 / MAX: 1092.66 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: shufflenet-v2 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 7 14 21 28 35 SE +/- 1.02, N = 12 SE +/- 0.52, N = 10 SE +/- 1.52, N = 9 SE +/- 2.01, N = 9 25.85 25.89 27.88 27.51 -O3 - MIN: 18.36 / MAX: 987.4 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 21.03 / MAX: 74.8 -O3 -pthread - MIN: 18.38 / MAX: 135.37 -O2 -pthread - MIN: 15.75 / MAX: 1136.2 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU-v3-v3 - Model: mobilenet-v3 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 8 16 24 32 40 SE +/- 0.84, N = 12 SE +/- 1.53, N = 10 SE +/- 2.47, N = 9 SE +/- 2.32, N = 9 31.07 29.99 34.50 36.14 -O3 - MIN: 19.42 / MAX: 201.11 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 17.85 / MAX: 1892.38 -O3 -pthread - MIN: 19.11 / MAX: 1942.12 -O2 -pthread - MIN: 19.19 / MAX: 1365.45 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU-v2-v2 - Model: mobilenet-v2 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 11 22 33 44 55 SE +/- 0.86, N = 12 SE +/- 1.53, N = 10 SE +/- 2.52, N = 9 SE +/- 5.11, N = 9 32.84 31.25 37.76 48.33 -O3 - MIN: 19.78 / MAX: 652.58 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 20.45 / MAX: 1053.8 -O3 -pthread - MIN: 20.84 / MAX: 1217.23 -O2 -pthread - MIN: 16.96 / MAX: 3308.94 1. (CXX) g++ options: -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mobilenet Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 16 32 48 64 80 SE +/- 4.27, N = 12 SE +/- 7.31, N = 10 SE +/- 7.84, N = 9 SE +/- 9.99, N = 9 59.86 45.46 71.38 58.72 -O3 - MIN: 22.8 / MAX: 1476.14 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 22.22 / MAX: 1944.56 -O3 -pthread - MIN: 24.43 / MAX: 1511.99 -O2 -pthread - MIN: 21.88 / MAX: 570.54 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 1.0985 2.197 3.2955 4.394 5.4925 SE +/- 0.298, N = 12 SE +/- 0.193, N = 9 SE +/- 0.045, N = 12 SE +/- 0.033, N = 12 4.882 4.643 3.823 3.845 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 14K 28K 42K 56K 70K SE +/- 2278.47, N = 12 SE +/- 2115.46, N = 9 SE +/- 801.81, N = 12 SE +/- 564.08, N = 12 52720 54550 65500 65075 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 8 16 24 32 40 SE +/- 0.14, N = 3 SE +/- 0.71, N = 11 SE +/- 0.62, N = 12 SE +/- 0.21, N = 3 34.83 33.28 25.89 25.03 -lmpi_cxx -pthread -lmpi_cxx -fexceptions -pthread -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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 150K 300K 450K 600K 750K SE +/- 19493.33, N = 12 SE +/- 5047.54, N = 12 SE +/- 14596.67, N = 12 SE +/- 20060.27, N = 9 383801.55 683056.48 438576.82 447109.20 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre 2. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25 3. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff398 4. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc8 5. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c
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 Ubuntu 21.10 CentOS Stream AlmaLinux 8.4 1100 2200 3300 4400 5500 SE +/- 155.87, N = 12 SE +/- 252.20, N = 12 SE +/- 492.22, N = 12 5038 4060 4668 -O3 -O3 -O2 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 Ubuntu 21.10 Clear Linux 35150 90 180 270 360 450 SE +/- 5.83, N = 3 SE +/- 3.95, N = 9 405.00 323.81
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 Ubuntu 21.10 CentOS Stream AlmaLinux 8.4 60 120 180 240 300 SE +/- 4.10, N = 12 SE +/- 4.99, N = 12 SE +/- 7.76, N = 9 271 194 245 -O3 -O3 -O2 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 Ubuntu 21.10 CentOS Stream AlmaLinux 8.4 1100 2200 3300 4400 5500 SE +/- 156.25, N = 9 SE +/- 203.48, N = 12 SE +/- 327.81, N = 12 5292 4783 4363 -O3 -O3 -O2 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 200K 400K 600K 800K 1000K SE +/- 3124.18, N = 3 SE +/- 9977.44, N = 12 SE +/- 4021.65, N = 10 SE +/- 3574.93, N = 3 309980.80 1018405.90 538355.75 521236.96 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre 2. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25 3. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff398 4. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc8 5. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c
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 Ubuntu 21.10 Clear Linux 35150 400 800 1200 1600 2000 1858.5 1811.5 -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 -lm -lcomex -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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 800 1600 2400 3200 4000 SE +/- 10.26, N = 15 SE +/- 5.05, N = 3 SE +/- 10.20, N = 15 SE +/- 9.77, N = 15 3628.0 3922.6 3893.2 3854.7 1. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet *** 2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 4. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19, Long Mode - Compression Speed Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 9 18 27 36 45 SE +/- 0.48, N = 15 SE +/- 0.35, N = 3 SE +/- 0.29, N = 15 SE +/- 0.20, N = 15 38.7 41.5 14.1 14.3 1. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet *** 2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 4. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 200K 400K 600K 800K 1000K SE +/- 2160.46, N = 3 SE +/- 15439.80, N = 9 SE +/- 4417.87, N = 3 SE +/- 4236.26, N = 11 318221.71 895409.93 499065.63 483247.87 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre 2. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25 3. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff398 4. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc8 5. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c
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 Ubuntu 21.10 CentOS Stream AlmaLinux 8.4 40 80 120 160 200 SE +/- 1.77, N = 7 SE +/- 3.22, N = 12 SE +/- 4.42, N = 9 191 160 163 -O3 -O3 -O2 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 Ubuntu 21.10 CentOS Stream AlmaLinux 8.4 100 200 300 400 500 SE +/- 6.37, N = 3 SE +/- 12.36, N = 12 SE +/- 12.87, N = 12 448 417 417 -O3 -O3 -O2 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 2 4 6 8 10 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 8.53 8.39 8.14 8.16
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 Ubuntu 21.10 CentOS Stream AlmaLinux 8.4 70 140 210 280 350 SE +/- 0.28, N = 3 SE +/- 0.80, N = 3 SE +/- 0.18, N = 3 243.14 299.48 288.35 -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz -pthread -fexceptions -pthread 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 700 1400 2100 2800 3500 SE +/- 4.39, N = 3 SE +/- 0.84, N = 3 SE +/- 8.98, N = 3 SE +/- 0.36, N = 3 2842.20 3325.44 2735.69 2651.10 -O3 - MIN: 2742.82 / MAX: 3539.14 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3276.19 / MAX: 3391.4 -O3 - MIN: 2699.84 / MAX: 2872.7 -O2 - MIN: 2623.33 / MAX: 2789.73 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 14K 28K 42K 56K 70K SE +/- 1753.86, N = 12 SE +/- 1288.09, N = 12 SE +/- 738.55, N = 3 SE +/- 397.47, N = 3 64272 66785 66119 67572
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 20000M 40000M 60000M 80000M 100000M SE +/- 37689879.19, N = 3 SE +/- 155150645.70, N = 3 SE +/- 1160628126.12, N = 3 SE +/- 62638981.93, N = 3 98548642883 103218599120 89907498373 91671791993 -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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 1000 2000 3000 4000 5000 SE +/- 23.42, N = 3 SE +/- 3.11, N = 15 SE +/- 3.67, N = 15 SE +/- 5.68, N = 15 4087.2 4758.1 4403.8 4387.3 1. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet *** 2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 4. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8, Long Mode - Compression Speed Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 200 400 600 800 1000 SE +/- 1.53, N = 3 SE +/- 11.06, N = 15 SE +/- 2.34, N = 15 SE +/- 2.66, N = 15 184.4 918.2 323.7 322.0 1. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet *** 2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 4. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 11 22 33 44 55 SE +/- 0.22, N = 15 SE +/- 0.16, N = 3 SE +/- 0.57, N = 3 SE +/- 0.42, N = 7 33.98 47.07 47.10 46.86
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 2 4 6 8 10 SE +/- 0.119, N = 3 SE +/- 0.087, N = 3 SE +/- 0.050, N = 3 SE +/- 0.058, N = 3 8.492 8.929 7.683 8.162 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 14K 28K 42K 56K 70K SE +/- 818.76, N = 3 SE +/- 548.57, N = 3 SE +/- 427.26, N = 3 SE +/- 430.72, N = 3 58900 56007 65089 61262 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 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 0.291 0.250 0.260 0.255 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 400K 800K 1200K 1600K 2000K SE +/- 5531.30, N = 3 SE +/- 7404.19, N = 3 SE +/- 5113.94, N = 3 SE +/- 6084.64, N = 3 1719142 2003553 1922547 1962346 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 0.0326 0.0652 0.0978 0.1304 0.163 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.145 0.122 0.125 0.124 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 400K 800K 1200K 1600K 2000K SE +/- 21431.80, N = 3 SE +/- 20119.29, N = 3 SE +/- 4608.10, N = 3 SE +/- 3180.97, N = 3 1726319 2053666 2000971 2022285 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 -lpthread -lrt -ldl -O2 -lpthread -lrt -ldl 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 300K 600K 900K 1200K 1500K SE +/- 16158.55, N = 14 SE +/- 15753.94, N = 3 SE +/- 9357.11, N = 3 SE +/- 8338.52, N = 6 1291673.49 1300265.30 845537.92 817561.77 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre 2. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25 3. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff398 4. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc8 5. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 5 10 15 20 25 SE +/- 0.45, N = 15 SE +/- 0.06, N = 3 SE +/- 0.09, N = 3 SE +/- 0.37, N = 15 14.69 18.81 13.57 13.20 -U_FORTIFY_SOURCE -pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake -U_FORTIFY_SOURCE -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 Ubuntu 21.10 CentOS Stream AlmaLinux 8.4 900 1800 2700 3600 4500 SE +/- 8.02, N = 3 SE +/- 1.87, N = 3 3828.6 4057.3 4059.0 1. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet *** 2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 3. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: python_startup Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 7.31 8.45 10.40 10.10
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 20 40 60 80 100 SE +/- 0.07, N = 3 SE +/- 0.11, N = 3 SE +/- 0.16, N = 3 SE +/- 0.17, N = 3 76.98 75.10 75.96 75.55
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream 900 1800 2700 3600 4500 SE +/- 1.35, N = 2 SE +/- 3.05, N = 2 3717.2 4224.4 3871.7 1. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet *** 2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 3, Long Mode - Decompression Speed Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 1000 2000 3000 4000 5000 SE +/- 38.54, N = 3 SE +/- 4.77, N = 4 SE +/- 2.79, N = 12 3938.4 4594.0 4212.2 4198.8 1. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet *** 2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 4. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 10 20 30 40 50 SE +/- 0.24, N = 3 SE +/- 0.01, N = 3 SE +/- 0.28, N = 3 SE +/- 0.46, N = 3 30.36 41.42 41.73 40.88
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 1000 2000 3000 4000 5000 SE +/- 34.72, N = 15 SE +/- 8.57, N = 3 SE +/- 24.96, N = 3 SE +/- 17.65, N = 3 3228.3 4832.4 3538.1 3584.3 1. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet *** 2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 4. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 300K 600K 900K 1200K 1500K SE +/- 6262.88, N = 3 SE +/- 12884.54, N = 6 SE +/- 1389.78, N = 3 SE +/- 7734.28, N = 3 1189084.42 1358711.35 812968.83 822492.46 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre 2. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25 3. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff398 4. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc8 5. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 200 400 600 800 1000 SE +/- 1.37, N = 3 SE +/- 0.66, N = 3 SE +/- 4.00, N = 4 SE +/- 7.20, N = 12 163.7 971.1 327.3 342.4 1. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet *** 2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 4. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 200K 400K 600K 800K 1000K SE +/- 385.98, N = 3 SE +/- 161.41, N = 3 SE +/- 80.23, N = 3 SE +/- 258.24, N = 3 1114763.8 1113280.3 1114116.9 1112587.0 -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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 4K 8K 12K 16K 20K SE +/- 15.36, N = 3 SE +/- 2.67, N = 3 SE +/- 13.43, N = 3 SE +/- 0.46, N = 3 17027.4 17010.4 16990.0 16983.0 -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 Ubuntu 21.10 CentOS Stream AlmaLinux 8.4 20 40 60 80 100 SE +/- 0.26, N = 3 SE +/- 0.30, N = 3 SE +/- 0.29, N = 3 80.25 76.40 76.12 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 2K 4K 6K 8K 10K SE +/- 162.04, N = 12 SE +/- 78.84, N = 3 SE +/- 60.57, N = 3 SE +/- 78.10, N = 3 5872.4 8081.6 10117.1 10094.4 1. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet *** 2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 4. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 800 1600 2400 3200 4000 SE +/- 17.07, N = 3 SE +/- 5.13, N = 3 SE +/- 7.36, N = 3 SE +/- 2.73, N = 3 3560.1 3863.8 3803.8 3786.4 1. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet *** 2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 4. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***
OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19 - Compression Speed Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 20 40 60 80 100 SE +/- 0.90, N = 3 SE +/- 0.81, N = 3 SE +/- 0.40, N = 3 SE +/- 0.49, N = 3 78.1 98.1 82.1 83.1 1. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet *** 2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet *** 3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet *** 4. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 11 22 33 44 55 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 49.84 35.91 29.41 29.22
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 7 14 21 28 35 SE +/- 0.30, N = 15 SE +/- 0.42, N = 15 SE +/- 0.21, N = 15 SE +/- 0.08, N = 3 22.45 29.45 29.13 20.25 -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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 40 80 120 160 200 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 151 146 180 178
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: django_template Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 15 30 45 60 75 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 41.4 41.6 64.9 65.1
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 2 4 6 8 10 SE +/- 0.029, N = 3 SE +/- 0.030, N = 3 SE +/- 0.035, N = 3 SE +/- 0.012, N = 3 7.389 7.448 7.037 7.332 -O3 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O3 -pthread -O2 -pthread 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 Ubuntu 21.10 CentOS Stream AlmaLinux 8.4 10 20 30 40 50 SE +/- 0.28, N = 3 SE +/- 0.22, N = 3 SE +/- 0.16, N = 3 43.90 37.01 39.83 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 8 16 24 32 40 SE +/- 0.10, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 36.28 31.16 29.29 29.21
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 0.0688 0.1376 0.2064 0.2752 0.344 SE +/- 0.00022, N = 3 SE +/- 0.00017, N = 3 SE +/- 0.00024, N = 3 SE +/- 0.00050, N = 3 0.30411 0.30547 0.30533 0.30595
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 6 12 18 24 30 SE +/- 0.23, N = 5 SE +/- 0.13, N = 3 SE +/- 0.20, N = 3 SE +/- 0.34, N = 3 22.30 26.00 24.73 27.03 -O3 -lnuma -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lnuma -O3 -O2 1. (CXX) g++ options: -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pathlib Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 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 15.2 13.5 17.5 17.1
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 7 14 21 28 35 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 27.90 23.37 29.34 29.22
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 6 12 18 24 30 SE +/- 0.08, N = 3 SE +/- 0.05, N = 3 SE +/- 0.20, N = 3 SE +/- 0.06, N = 3 26.24 25.76 26.04 25.90
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 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: 66.67 / MAX: 90.91 MIN: 62.5 / MAX: 90.91 MIN: 47.62 / MAX: 90.91 MIN: 43.48 / 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 Ubuntu 21.10 Clear Linux 35150 11 22 33 44 55 SE +/- 0.16, N = 3 SE +/- 0.09, N = 3 49.94 40.83 1. Ubuntu 21.10: RawTherapee, version 5.8, command line. 2. Clear Linux 35150: RawTherapee, version , 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 200 400 600 800 1000 SE +/- 1.67, N = 3 SE +/- 3.51, N = 3 SE +/- 1.20, N = 3 SE +/- 3.76, N = 3 866 881 990 992
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 70 140 210 280 350 SE +/- 3.36, N = 3 SE +/- 0.30, N = 3 SE +/- 0.22, N = 3 SE +/- 1.54, N = 3 302.52 320.66 288.43 302.94 -O3 - MIN: 292.01 / MAX: 381.49 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 317.51 / MAX: 351.18 -O3 - MIN: 286.43 / MAX: 332.5 -O2 - MIN: 297.63 / MAX: 358.46 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 200K 400K 600K 800K 1000K SE +/- 630.46, N = 3 SE +/- 113.24, N = 3 SE +/- 1384.47, N = 3 SE +/- 691.47, N = 3 1104066.2 1116179.5 1107523.8 1107864.1 1. Ubuntu 21.10: OpenSSL 1.1.1l 24 Aug 2021 2. Clear Linux 35150: OpenSSL 1.1.1l 24 Aug 2021 3. CentOS Stream: OpenSSL 1.1.1k FIPS 25 Mar 2021 4. AlmaLinux 8.4: OpenSSL 1.1.1g FIPS 21 Apr 2020
OpenBenchmarking.org sign/s, More Is Better OpenSSL Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 4K 8K 12K 16K 20K SE +/- 13.83, N = 3 SE +/- 1.19, N = 3 SE +/- 10.96, N = 3 SE +/- 105.92, N = 3 17090.0 17024.7 17076.6 16921.7 1. Ubuntu 21.10: OpenSSL 1.1.1l 24 Aug 2021 2. Clear Linux 35150: OpenSSL 1.1.1l 24 Aug 2021 3. CentOS Stream: OpenSSL 1.1.1k FIPS 25 Mar 2021 4. AlmaLinux 8.4: OpenSSL 1.1.1g FIPS 21 Apr 2020
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 70 140 210 280 350 SE +/- 0.11, N = 3 SE +/- 0.04, N = 3 SE +/- 0.08, N = 3 SE +/- 0.31, N = 3 251.70 319.41 249.49 257.39 -O3 - MIN: 251.29 / MAX: 253.11 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 319.14 / MAX: 320 -O3 - MIN: 249.1 / MAX: 252.77 -O2 - MIN: 256.52 / MAX: 258.17 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 CentOS Stream AlmaLinux 8.4 6 12 18 24 30 SE +/- 0.26, N = 5 SE +/- 0.17, N = 3 24.88 22.87 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 7 14 21 28 35 SE +/- 0.031, N = 3 SE +/- 0.033, N = 3 SE +/- 0.122, N = 3 SE +/- 0.065, N = 3 7.770 6.003 29.542 29.271
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 7 14 21 28 35 SE +/- 0.044, N = 3 SE +/- 0.049, N = 3 SE +/- 0.030, N = 3 SE +/- 0.022, N = 3 6.858 4.804 29.354 29.221
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 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 17.44 17.24 17.24 17.34 MIN: 14.71 / MAX: 17.54 MIN: 14.49 / MAX: 17.54 MIN: 12.5 / MAX: 17.54 MIN: 12.66 / 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 13 26 39 52 65 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 SE +/- 0.16, N = 3 SE +/- 0.28, N = 3 26.27 57.00 49.53 49.16 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 -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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 3 6 9 12 15 SE +/- 0.0011, N = 3 SE +/- 0.0320, N = 3 SE +/- 0.0435, N = 3 SE +/- 0.0020, N = 3 9.3335 9.0497 9.4231 9.3084 -O3 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O3 -O2 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 15 30 45 60 75 SE +/- 0.27, N = 3 SE +/- 0.09, N = 3 SE +/- 0.24, N = 3 SE +/- 0.46, N = 3 61.56 66.85 60.06 57.50 -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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 90 180 270 360 450 SE +/- 5.36, N = 12 SE +/- 4.96, N = 15 SE +/- 3.86, N = 15 SE +/- 4.39, N = 4 404.95 433.62 401.72 375.97 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 2 4 6 8 10 SE +/- 0.017, N = 3 SE +/- 0.020, N = 3 SE +/- 0.012, N = 3 SE +/- 0.050, N = 3 8.505 8.121 7.894 8.279 -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 -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -R/usr/lib -lSDL -lpthread -lSM -lICE -pthread -pthread 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 15 30 45 60 75 SE +/- 0.09, N = 3 SE +/- 0.29, N = 3 SE +/- 0.54, N = 3 SE +/- 0.87, N = 3 50.24 65.93 65.27 65.37 -O2 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 -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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 15 30 45 60 75 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 SE +/- 0.08, N = 3 67.50 67.36 67.31 67.26 MIN: 66.15 / MAX: 69.7 MIN: 66.09 / MAX: 69.49 MIN: 65.88 / MAX: 69.89 MIN: 65.78 / MAX: 69.51
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 16 32 48 64 80 SE +/- 0.10, N = 3 SE +/- 0.14, N = 3 SE +/- 0.10, N = 3 SE +/- 0.06, N = 3 73.25 73.26 73.13 72.33 MIN: 71.54 / MAX: 75.84 MIN: 71.57 / MAX: 75.62 MIN: 71.52 / MAX: 75.78 MIN: 70.72 / MAX: 75.17
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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 80 160 240 320 400 SE +/- 2.47, N = 12 SE +/- 4.31, N = 4 SE +/- 2.64, N = 15 SE +/- 1.33, N = 3 350.95 359.67 333.29 311.16 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 1.2448 2.4896 3.7344 4.9792 6.224 SE +/- 0.0063, N = 3 SE +/- 0.0128, N = 3 SE +/- 0.0074, N = 3 SE +/- 0.0305, N = 3 5.0476 4.9429 4.8542 5.5325 -O3 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O3 -O2 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 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: 29.41 / MAX: 58.82 MIN: 38.46 / MAX: 58.82 MIN: 38.46 / MAX: 58.82 MIN: 40 / 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 14 28 42 56 70 SE +/- 0.11, N = 3 SE +/- 0.30, N = 3 SE +/- 0.67, N = 4 SE +/- 0.15, N = 3 62.08 64.60 58.70 62.22 -O3 - MIN: 61.81 / MAX: 62.45 -O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 64.13 / MAX: 65.38 -O3 - MIN: 57.13 / MAX: 60.65 -O2 - MIN: 61.44 / MAX: 62.69 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 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: 45.45 / MAX: 125 MIN: 52.63 / MAX: 125 MIN: 35.71 / MAX: 125 MIN: 34.48 / 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 Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 80 160 240 320 400 SE +/- 3.71, N = 3 SE +/- 2.14, N = 3 SE +/- 2.78, N = 3 SE +/- 4.09, N = 3 355.53 366.03 343.03 335.92 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 10 - Input: Bosphorus 1080p Ubuntu 21.10 Clear Linux 35150 CentOS Stream AlmaLinux 8.4 120 240 360 480 600 SE +/- 3.94, N = 3 SE +/- 5.39, N = 7 SE +/- 6.45, N = 4 SE +/- 6.17, N = 3 539.63 571.97 559.53 500.01 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -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 .