AMD EPYC Genoa Linux Distro Benchmarks

Benchmarks by Michael Larabel for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2301039-NE-2301028NE28&sro&grs.

AMD EPYC Genoa Linux Distro BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionVulkanAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads)AMD Titanite_4G (RTI1002E BIOS)AMD Device 14a41520GB800GB INTEL SSDPF21Q800GBASPEEDVGA HDMIBroadcom NetXtreme BCM5720 PCIeAlmaLinux 9.15.14.0-162.6.1.el9_1.x86_64 (x86_64)GNOME Shell 40.10X Server 1.20.11GCC 11.3.1 20220421xfs1600x1200CentOS Stream 95.14.0-214.el9.x86_64 (x86_64)GCC 11.3.1 202211211920x1080800GB INTEL SSDPF21Q800GB + 15GB Ultra USB 3.0Clear Linux OS 379306.1.1-1229.native (x86_64)X ServerGCC 12.2.1 20221229 releases/gcc-12.2.0-321-g4f1ece58a7 + Clang 15.0.4 + LLVM 15.0.4ext4640x4802 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads)800GB INTEL SSDPF21Q800GBDebian6.0.0-6-amd64 (x86_64)GNOME Shell 43.1X Server 1.21.1.51.3.224GCC 12.2.0800x600VGA HDMIFedora Linux 376.0.15-300.fc37.x86_64 (x86_64)GCC 12.2.1 20221121xfs640x480Ubuntu 22.045.15.0-56-generic (x86_64)1.2.204GCC 11.3.0ext41600x12002 x AMD EPYC 9654 96-Core (192 Cores / 384 Threads)Ubuntu 22.105.19.0-26-generic (x86_64)GNOME Shell 43.0X Server 1.21.1.41.3.224GCC 12.2.0 + Clang 15.0.2-11920x10802 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads)Ubuntu 23.045.19.0-21-generic (x86_64)GNOME Shell 43.1GCC 12.2.0OpenBenchmarking.orgKernel Details- AlmaLinux 9.1: Transparent Huge Pages: always- CentOS Stream 9: Transparent Huge Pages: always- Clear Linux 37930: Transparent Huge Pages: always- Debian 12 Testing: Transparent Huge Pages: always- Fedora Server 37: Transparent Huge Pages: madvise- Ubuntu 22.04.1 LTS: Transparent Huge Pages: madvise- Ubuntu 22.10: Transparent Huge Pages: madvise- Ubuntu 23.04 Daily: Transparent Huge Pages: madviseCompiler Details- AlmaLinux 9.1: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl- CentOS Stream 9: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl- Clear Linux 37930: --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-gnu-indirect-function --enable-host-shared --enable-languages=c,c++,fortran,go,jit --enable-ld=default --enable-libstdcxx-pch --enable-linux-futex --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=2.35 --with-gnu-ld --with-isl --with-pic --with-ppl=yes --with-tune=sapphirerapids --with-zstd - Debian 12 Testing: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-w47ffq/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-w47ffq/gcc-12-12.2.0/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-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Fedora Server 37: --build=x86_64-redhat-linux --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,objc,obj-c++,ada,go,d,lto --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-multilib --enable-offload-defaulted --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver- Ubuntu 22.04.1 LTS: --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-xKiWfi/gcc-11-11.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-xKiWfi/gcc-11-11.3.0/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 -v - Ubuntu 22.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Ubuntu 23.04 Daily: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-l0Aoyl/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-l0Aoyl/gcc-12-12.2.0/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-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- AlmaLinux 9.1: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110d- CentOS Stream 9: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110d- Clear Linux 37930: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110d- Debian 12 Testing: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- Fedora Server 37: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- Ubuntu 22.04.1 LTS: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- Ubuntu 22.10: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- Ubuntu 23.04 Daily: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110dJava Details- AlmaLinux 9.1: OpenJDK Runtime Environment (Red_Hat-11.0.17.0.8-2.el9_0) (build 11.0.17+8-LTS)- CentOS Stream 9: OpenJDK Runtime Environment (Red_Hat-11.0.17.0.8-2.el9) (build 11.0.17+8-LTS)- Clear Linux 37930: OpenJDK Runtime Environment (build 18.0.2-internal+0-adhoc.mockbuild.corretto-18-18.0.2.9.1)- Debian 12 Testing: OpenJDK Runtime Environment (build 17.0.5+8-Debian-2)- Fedora Server 37: OpenJDK Runtime Environment (Red_Hat-17.0.5.0.8-1.fc37) (build 17.0.5+8)- Ubuntu 22.04.1 LTS: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu222.04)- Ubuntu 22.10: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)- Ubuntu 23.04 Daily: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)Python Details- AlmaLinux 9.1: Python 3.9.14- CentOS Stream 9: Python 3.9.16- Clear Linux 37930: Python 3.11.0- Debian 12 Testing: Python 3.10.9- Fedora Server 37: Python 3.11.1- Ubuntu 22.04.1 LTS: Python 3.10.6- Ubuntu 22.10: Python 3.10.7- Ubuntu 23.04 Daily: Python 3.10.9Security Details- AlmaLinux 9.1: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- CentOS Stream 9: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- Clear Linux 37930: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- Debian 12 Testing: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- Fedora Server 37: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- Ubuntu 22.04.1 LTS: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- Ubuntu 22.10: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- Ubuntu 23.04 Daily: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affectedEnvironment Details- Clear Linux 37930: 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,now -Wl,-z,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,now -Wl,-z,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -mrelax-cmpxchg-loop -fvisibility-inlines-hidden -Wl,--enable-new-dtags -std=gnu++17" 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,now -Wl,-z,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,now -Wl,-z,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -mrelax-cmpxchg-loop" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx""

AMD EPYC Genoa Linux Distro Benchmarksopenvino: Vehicle Detection FP16 - CPUcompress-zstd: 8, Long Mode - Compression Speedopenvino: Weld Porosity Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUrenaissance: ALS Movie Lensphpbench: PHP Benchmark Suiterenaissance: Apache Spark ALSopenvino: Vehicle Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUmysqlslap: 256openvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUcompress-7zip: Compression Ratingopenvino: Face Detection FP16 - CPUrenaissance: Apache Spark Bayesopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUpyperformance: raytracepyperformance: gorenaissance: Genetic Algorithm Using Jenetics + Futurespyperformance: chaospyperformance: floatcockroach: MoVR - 512cockroach: MoVR - 1024cockroach: MoVR - 128openvino: Age Gender Recognition Retail 0013 FP16 - CPUpyperformance: pickle_pure_pythonsvt-av1: Preset 13 - Bosphorus 4Kpyperformance: crypto_pyaespyperformance: nbodypyperformance: django_templatenumenta-nab: Contextual Anomaly Detector OSEcockroach: KV, 10% Reads - 128pyperformance: regex_compileopenvino: Person Detection FP32 - CPUwireguard: openvino: Person Detection FP16 - CPUnumenta-nab: Bayesian Changepointpgbench: 100 - 250 - Read Only - Average Latencyopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUpgbench: 100 - 250 - Read Onlycompress-zstd: 19, Long Mode - Compression Speedrenaissance: Rand Forestsvt-av1: Preset 8 - Bosphorus 4Kbuild-linux-kernel: defconfigpyperformance: python_startupcockroach: KV, 10% Reads - 512pyperformance: 2to3cockroach: KV, 60% Reads - 128cockroach: KV, 50% Reads - 128numenta-nab: Windowed Gaussianpyperformance: pathlibcockroach: KV, 50% Reads - 512ospray: particle_volume/pathtracer/real_timerenaissance: Apache Spark PageRankcockroach: KV, 95% Reads - 128build-nodejs: Time To Compilepybench: Total For Average Test Timescockroach: KV, 10% Reads - 1024build-linux-kernel: allmodconfignumenta-nab: KNN CADcockroach: KV, 60% Reads - 512numenta-nab: Earthgecko Skylineopenvino: Vehicle Detection FP16-INT8 - CPUcockroach: KV, 50% Reads - 1024renaissance: Finagle HTTP Requestscompress-zstd: 8 - Compression Speedopenvkl: vklBenchmark ISPCoidn: RTLightmap.hdr.4096x4096cockroach: KV, 60% Reads - 1024oidn: RT.hdr_alb_nrm.3840x2160pyperformance: json_loadsopenvino: Weld Porosity Detection FP16-INT8 - CPUpgbench: 100 - 500 - Read Onlypgbench: 100 - 500 - Read Only - Average Latencydacapobench: Jythoncompress-zstd: 8, Long Mode - Decompression Speedrenaissance: Akka Unbalanced Cobwebbed Treeopenvino: Weld Porosity Detection FP16-INT8 - CPUgromacs: MPI CPU - water_GMX50_barecompress-zstd: 19 - Decompression Speedcompress-zstd: 8 - Decompression Speedcompress-7zip: Decompression Ratingnumenta-nab: Relative Entropycompress-zstd: 19, Long Mode - Decompression Speedopenvino: Face Detection FP16 - CPUblender: Classroom - CPU-Onlyopenvino: Machine Translation EN To DE FP16 - CPUembree: Pathtracer ISPC - Crownopenssl: namd: ATPase Simulation - 327,506 Atomsembree: Pathtracer ISPC - Asian Dragonopenssl: openvino: Face Detection FP16-INT8 - CPUpgbench: 100 - 500 - Read Write - Average Latencypgbench: 100 - 500 - Read Writepgbench: 100 - 250 - Read Writecockroach: KV, 95% Reads - 1024onednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUsvt-av1: Preset 12 - Bosphorus 4Kcompress-zstd: 19 - Compression Speedrenaissance: Scala Dottydacapobench: H2AlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily6.651065.84.985.406222.76153191567.87199.62890.64895.206324.459599.100.548858.690.931379929479.36466.550.84255.024622311627.899.4101944.2943.0938.488671.56390234.6921031294447.84240349.613653.32322.06153.5718.7810.12680966.74198904051.0558.593.35319.1137.8141728.727355509.550281.04.09516.150626.7224.0432707.565631.177.87297840016.569.35352478.264.40810757.3451644.512071.34868.213111.4354120.33.0718.310.2028287800.17732545031.529015.718714.4216.6163874.54668.4123260210.8903814.299.7920.96942.55181.200943993.20.12898212.67732911222.9187.8234.588144621718459646.22008.741860.391996.281835.81245.050109.7644.135696.51970.34.885.296030.57768211576.57358.64886.89889.895794.369793.550.559059.490.981389443471.76471.850.47251.144622301691.097.8102936.2937.0936.3142443.10395226.80310112943.746.54138849.713553.71324.45453.8722.3790.090115292.43277659655.2592.794.26418.0857.6739678.927454048.550034.54.32215.953059.9227.2052923.365223.377.99497639412.174.04654178.367.69510981.9648074.412286.44900.713161.4051501.83.0118.810.0532266970.15533345013.328716.618953.4416.6393901.14679.912297279.9693812.9101.6520.56949.62180.747544352.60.12934212.74582927055.0190.7640.559123461565661954.92024.981812.702044.141834.63263.551113.5629.142121065.78553.219573571836.36711206081386.32291151666.255.457.5235258.32862.378.126.729.55989.5256.59218.3310.088284452655.7586.695.4587.891993.74012229.0042504.176266.47954.20610729.94891.013201.423.0716.331723710.15831204993.329149.73840.04640.412089049.9023847.520.60180.009043967.20.12844211.49992927136.77.46667218714701375.581018.521387.811042.807264.958115.7579.735646.51653.14.865.2120486.18455164473.57356.96881.35882.444.369838.820.909192.351.191437834469.61531.550.25250.793591822987.678.282.7612.4612.4616.1149915.99330160.15491.011236.338.34425384.111754.09372.29254.1516.7020.090117428.87277507342.7773.066.99123.27310.730325.026441528.636742.75.07815.540757.2175.2642495.056540.796.05085831908.7129.26681.84546224.365.10410996.3141466.010566.44359.513141.6147174.83.4016.79.9630792650.16333354579.930060.119174.5418.4763521.24237.2123571210.4363569.1102.0320.52954.29181.338743853.40.12971213.15512895201.0191.0554.63191552135354983.42403.101861.542073.381878.59178.35698.0599.253876.62644.74.935.418783.28211801848.47232.281322.861332.044514.429708.740.918867.051.21672345477.15655.150.79253.352681322798.562.567.4544.0548.2545.8146533.10266155.20868.892.830.832.78331400.410535.76358.34836.0415.0260.091116674.85276059443.0815.966.38122.31410.134135.122944400.842943.94.12314.445199.6174.9432766.750569.890735127.0162.90370.83049104.159.50510836.1044065.711080.74326.412581.4548661.93.0718.010.0830757980.16335724749.332435.518954.9118.7593714.54421.5111879910.3713803.3100.4721.45943.69177.710643315.70.13139208.98482872414.2189.0942.542117722970055610.32520.372068.172445.172105.29167.15196.1700.2626434.59220.423.3423.1420931.58212794566.72774.222306.252287.2944010.884120.471.264147.742.057652051000.67776.6102.43508.973551852827.975.984.0629.4627.3630.0119149.06329159.40889.211336.237.87627346.311641.52350.92141.2116.8540.08584183.91292889437.9776.467.32618.21310.631996.626342040.438914.04.90715.341585.5177.4783256.156998.077.86885532216.4134.44083.90344388.564.9088815.4543601.912938.04080.515021.6347082.43.4416.911.4732305770.15534634404.732726.916933.3118.3343668.84192.5112285510.0013667.495.4521.18936.9344110.80.128972922298.5187.9046.919108143036661963.72468.482257.702298.781988.41176.73590.2683.663196.49676.74.865.2921335.18522834692.57384.351266.301262.753284.369845.210.909052.631.18787085471.17790.749.77250.593591822878.076.783.7610.6611.7610.8149753.69330164.00087.411336.338.42125586.511737.75387.53937.6116.6260.086119916.92290603539.7770.066.25625.55710.730362.326240495.937011.34.85015.339856.8174.3163265.456347.2100.06086231192.4144.34282.13843058.366.78610984.8642428.012720.94220.712851.6545989.73.4416.89.9632526970.15435054460.832544.919163.4718.5763468.84181.9113717510.0553527.9101.6621.13963.35182.397644112.20.12870211.74982918571.6191.1744.828112451402956954.62711.972216.452819.872187.43182.03086.5692.971766.50677.94.875.268656.88510551885.47374.751258.841264.272644.369839.800.99105.671.19762112470.93801.050.36250.973581832957.977.485.3609.3615.5610.7150255.94331159.58788.611336.938.21225952.611737.72387.40637.8720.0190.088118531.23283648039.8790.567.18824.26910.729918.526440411.536888.44.19915.440592.5175.5703232.255269.9100.03786431295.8127.48271.50543658.360.40810974.4043281.112532.54047.013001.6646316.83.4916.89.9632174880.15634894562.332799.719150.0218.8063469.74163.9116268810.4143518.9101.8120.79952.14179.024643687.80.12852212.47302897377.0190.8746.603107812962757999.82580.402246.932624.722303.13176.82188.3717.47320OpenBenchmarking.org

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily816243240SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 36.656.516.516.6234.596.496.50-pie -ldl - MIN: 5.42 / MAX: 42.47-pie -ldl - MIN: 5.5 / MAX: 35.37-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.51 / MAX: 47.52-pie -ldl - MIN: 5.24 / MAX: 87.52-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.25 / MAX: 206.39-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.26 / MAX: 80.04-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.13 / MAX: 70.211. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily2004006008001000SE +/- 2.12, N = 3SE +/- 6.55, N = 15SE +/- 10.46, N = 3SE +/- 3.39, N = 3SE +/- 5.37, N = 3SE +/- 2.43, N = 5SE +/- 2.43, N = 3SE +/- 2.30, N = 31065.8970.31065.7653.1644.7220.4676.7677.91. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***6. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***7. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily612182430SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.29, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 34.984.884.864.9323.344.864.87-pie -ldl - MIN: 4.3 / MAX: 45.46-pie -ldl - MIN: 3.99 / MAX: 44.64-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.18 / MAX: 33.27-pie -ldl - MIN: 4.21 / MAX: 45.76-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.03 / MAX: 99.61-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.06 / MAX: 35.72-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.13 / MAX: 29.951. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily612182430SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.27, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 35.405.295.215.4123.145.295.26-pie -ldl - MIN: 4.72 / MAX: 38.3-pie -ldl - MIN: 4.51 / MAX: 42.82-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.71 / MAX: 32.29-pie -ldl - MIN: 4.89 / MAX: 64.11-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.17 / MAX: 142.45-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.85 / MAX: 52.21-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.65 / MAX: 44.791. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Renaissance

Test: ALS Movie Lens

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily5K10K15K20K25KSE +/- 13.02, N = 3SE +/- 23.39, N = 3SE +/- 107.66, N = 3SE +/- 158.94, N = 3SE +/- 74.67, N = 3SE +/- 354.66, N = 9SE +/- 192.60, N = 9SE +/- 75.85, N = 36222.76030.58553.220486.18783.220931.521335.18656.8MIN: 6133.36 / MAX: 6692.83MIN: 5918.45 / MAX: 6465.34MIN: 8074.9 / MAX: 9678.26MIN: 20168.69 / MAX: 23895.94MIN: 8639.99 / MAX: 10237.18MIN: 15699.49 / MAX: 26688.78MIN: 18879.72 / MAX: 25695.67MIN: 8412.23 / MAX: 9391.86

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily400K800K1200K1600K2000KSE +/- 1275.65, N = 3SE +/- 4303.11, N = 3SE +/- 20560.60, N = 3SE +/- 3662.00, N = 3SE +/- 1707.89, N = 3SE +/- 4887.60, N = 3SE +/- 3164.42, N = 3SE +/- 1659.18, N = 36153197768211957357845516821180821279852283851055

Renaissance

Test: Apache Spark ALS

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily10002000300040005000SE +/- 10.26, N = 15SE +/- 5.68, N = 3SE +/- 15.59, N = 3SE +/- 30.43, N = 3SE +/- 10.61, N = 3SE +/- 120.12, N = 12SE +/- 59.28, N = 3SE +/- 21.20, N = 31567.81576.51836.34473.51848.44566.74692.51885.4MIN: 1451.21 / MAX: 1790.76MIN: 1459.6 / MAX: 1753.97MIN: 1716.22 / MAX: 2144.14MIN: 3752.86 / MAX: 4845.97MIN: 1638.44 / MAX: 2511.81MIN: 3034.91 / MAX: 5376.46MIN: 4127.65 / MAX: 5167.1MIN: 1713.19 / MAX: 2263.92

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily16003200480064008000SE +/- 9.34, N = 3SE +/- 5.01, N = 3SE +/- 1.53, N = 3SE +/- 8.70, N = 3SE +/- 9.09, N = 3SE +/- 1.41, N = 3SE +/- 3.91, N = 37199.627358.647356.967232.282774.227384.357374.75-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily5001000150020002500SE +/- 0.35, N = 3SE +/- 0.53, N = 3SE +/- 0.48, N = 3SE +/- 4.48, N = 3SE +/- 15.52, N = 15SE +/- 3.25, N = 3SE +/- 18.02, N = 3890.64886.89881.351322.862306.251266.301258.84-pie -ldl - MIN: 732.75 / MAX: 1130.43-pie -ldl - MIN: 734.54 / MAX: 1028.62-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 736.23 / MAX: 1078.11-pie -ldl - MIN: 853.35 / MAX: 2120.83-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 1200.15 / MAX: 9645.46-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 829.67 / MAX: 2001.08-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 866.73 / MAX: 2128.911. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily5001000150020002500SE +/- 0.92, N = 3SE +/- 0.66, N = 3SE +/- 0.04, N = 3SE +/- 4.57, N = 3SE +/- 16.30, N = 12SE +/- 5.19, N = 3SE +/- 7.71, N = 3895.20889.89882.441332.042287.291262.751264.27-pie -ldl - MIN: 761.23 / MAX: 1121.09-pie -ldl - MIN: 773.74 / MAX: 1094.62-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 745.32 / MAX: 1079.53-pie -ldl - MIN: 835.26 / MAX: 2178.64-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 1166.2 / MAX: 10099.95-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 872.27 / MAX: 1983.4-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 773.43 / MAX: 2074.291. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

MariaDB

Clients: 256

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 256AlmaLinux 9.1CentOS Stream 9Clear Linux 37930Fedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily140280420560700SE +/- 6.82, N = 4SE +/- 5.27, N = 7SE +/- 4.15, N = 3SE +/- 1.65, N = 3SE +/- 5.58, N = 9SE +/- 6.00, N = 8SE +/- 4.75, N = 9632579671451440328264-lcrypt -lssl -lcrypto-lcrypt -lssl -lcrypto-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 -shared -lrt -lstdc++-shared -lrt -lstdc++-shared -lrt -lstdc++-shared -lrt -lstdc++-shared -lrt -lstdc++1. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lz -lm -lpthread -ldl

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 34.454.364.364.4210.884.364.36-pie -ldl - MIN: 3.77 / MAX: 37.53-pie -ldl - MIN: 3.56 / MAX: 29.67-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.67 / MAX: 41.4-pie -ldl - MIN: 3.59 / MAX: 71.8-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.66 / MAX: 142.97-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.56 / MAX: 52.94-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.54 / MAX: 45.681. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily2K4K6K8K10KSE +/- 3.72, N = 3SE +/- 1.35, N = 3SE +/- 0.96, N = 3SE +/- 3.79, N = 3SE +/- 54.44, N = 15SE +/- 1.37, N = 3SE +/- 2.54, N = 39599.109793.559838.829708.744120.479845.219839.80-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily0.28350.5670.85051.1341.4175SE +/- 0.00, N = 15SE +/- 0.00, N = 4SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 4SE +/- 0.01, N = 3SE +/- 0.00, N = 30.540.550.900.911.260.900.90-pie -ldl - MIN: 0.5 / MAX: 25.8-pie -ldl - MIN: 0.5 / MAX: 28.36-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.5 / MAX: 13.85-pie -ldl - MIN: 0.51 / MAX: 45.62-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.31 / MAX: 93.85-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.5 / MAX: 45.32-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.51 / MAX: 48.711. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily2K4K6K8K10KSE +/- 17.98, N = 3SE +/- 4.16, N = 3SE +/- 4.45, N = 3SE +/- 10.24, N = 3SE +/- 48.66, N = 3SE +/- 5.92, N = 3SE +/- 3.92, N = 38858.699059.499192.358867.054147.749052.639105.67-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily0.46130.92261.38391.84522.3065SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 30.930.981.191.212.051.181.19-pie -ldl - MIN: 0.84 / MAX: 26.14-pie -ldl - MIN: 0.86 / MAX: 20.91-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.85 / MAX: 17.66-pie -ldl - MIN: 0.85 / MAX: 37.6-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.48 / MAX: 94.69-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.85 / MAX: 40.59-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.85 / MAX: 32.481. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily300K600K900K1200K1500KSE +/- 6663.24, N = 3SE +/- 974.94, N = 3SE +/- 13283.26, N = 3SE +/- 3630.17, N = 3SE +/- 1603.43, N = 3SE +/- 4269.14, N = 3SE +/- 3348.48, N = 3SE +/- 7269.12, N = 313799291389443120608114378346723457652057870857621121. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily2004006008001000SE +/- 0.46, N = 3SE +/- 0.10, N = 3SE +/- 0.24, N = 3SE +/- 0.50, N = 3SE +/- 0.71, N = 3SE +/- 0.22, N = 3SE +/- 0.17, N = 3479.36471.76469.61477.151000.67471.17470.93-pie -ldl - MIN: 403.93 / MAX: 649.05-pie -ldl - MIN: 457.05 / MAX: 512.99-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 410.03 / MAX: 556.62-pie -ldl - MIN: 442.5 / MAX: 604.18-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 829.71 / MAX: 2017.93-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 409.16 / MAX: 595.01-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 432.99 / MAX: 581.721. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily2004006008001000SE +/- 6.09, N = 3SE +/- 2.67, N = 3SE +/- 3.25, N = 15SE +/- 3.60, N = 3SE +/- 3.27, N = 3SE +/- 4.20, N = 3SE +/- 7.05, N = 3SE +/- 5.45, N = 3466.5471.8386.3531.5655.1776.6790.7801.0MIN: 268.32 / MAX: 1209.82MIN: 279.75 / MAX: 1172.44MIN: 233.83 / MAX: 914.06MIN: 353.45 / MAX: 893.39MIN: 345.98 / MAX: 897.06MIN: 370.26 / MAX: 2056.29MIN: 421.92 / MAX: 1358.68MIN: 448.17 / MAX: 1485.32

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily20406080100SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.70, N = 15SE +/- 0.11, N = 3SE +/- 0.08, N = 350.8450.4750.2550.79102.4349.7750.36-pie -ldl - MIN: 38.33 / MAX: 99.89-pie -ldl - MIN: 37.65 / MAX: 133.01-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 38.07 / MAX: 138.01-pie -ldl - MIN: 40.6 / MAX: 252.39-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 36.82 / MAX: 2102.06-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 37.14 / MAX: 245.66-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 37.52 / MAX: 550.811. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily110220330440550SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.24, N = 3SE +/- 0.06, N = 3SE +/- 0.54, N = 3SE +/- 0.10, N = 3SE +/- 0.60, N = 3255.02251.14250.79253.35508.97250.59250.97-pie -ldl - MIN: 211.78 / MAX: 296.67-pie -ldl - MIN: 208.19 / MAX: 281.71-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 211.8 / MAX: 317.39-pie -ldl - MIN: 212.96 / MAX: 347.54-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 248.1 / MAX: 675.51-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 210.49 / MAX: 338.49-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 207.27 / MAX: 328.371. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily100200300400500SE +/- 1.53, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3462462229359268355359358

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily50100150200250SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3231230115182132185182183

Renaissance

Test: Genetic Algorithm Using Jenetics + Futures

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Genetic Algorithm Using Jenetics + FuturesAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily6001200180024003000SE +/- 26.01, N = 15SE +/- 11.25, N = 15SE +/- 6.84, N = 3SE +/- 31.39, N = 3SE +/- 19.72, N = 3SE +/- 19.04, N = 3SE +/- 9.65, N = 3SE +/- 38.74, N = 31627.81691.01666.22987.62798.52827.92878.02957.9MIN: 1456.05 / MAX: 1859.94MIN: 1444.06 / MAX: 1851.47MIN: 1597.23 / MAX: 1783.99MIN: 2639.99 / MAX: 3257.24MIN: 2498.74 / MAX: 3163.59MIN: 2599.79 / MAX: 2975.44MIN: 2703.32 / MAX: 2993.07MIN: 2729.58 / MAX: 3162.25

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily20406080100SE +/- 0.25, N = 3SE +/- 0.10, N = 3SE +/- 0.25, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 399.497.855.478.262.575.976.777.4

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily20406080100SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.36, N = 3SE +/- 0.17, N = 3101.0102.057.582.767.484.083.785.3

CockroachDB

Workload: MoVR - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 512AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily2004006008001000SE +/- 5.72, N = 3SE +/- 6.55, N = 3SE +/- 1.96, N = 3SE +/- 1.45, N = 3SE +/- 2.81, N = 3SE +/- 0.90, N = 3SE +/- 4.46, N = 3944.2936.2612.4544.0629.4610.6609.3

CockroachDB

Workload: MoVR - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily2004006008001000SE +/- 2.08, N = 3SE +/- 1.58, N = 3SE +/- 1.93, N = 3SE +/- 1.08, N = 3SE +/- 2.29, N = 3SE +/- 1.15, N = 3SE +/- 1.11, N = 3943.0937.0612.4548.2627.3611.7615.5

CockroachDB

Workload: MoVR - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily2004006008001000SE +/- 2.84, N = 3SE +/- 0.95, N = 3SE +/- 1.42, N = 3SE +/- 0.44, N = 3SE +/- 5.50, N = 3SE +/- 2.40, N = 3SE +/- 2.13, N = 3938.4936.3616.1545.8630.0610.8610.7

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily30K60K90K120K150KSE +/- 1349.31, N = 15SE +/- 1753.42, N = 4SE +/- 775.30, N = 3SE +/- 1959.90, N = 3SE +/- 1443.80, N = 4SE +/- 2082.25, N = 3SE +/- 322.62, N = 388671.56142443.10149915.99146533.10119149.06149753.69150255.94-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily90180270360450SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3390395235330266329330331

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 4KAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily60120180240300SE +/- 1.52, N = 3SE +/- 3.69, N = 15SE +/- 3.14, N = 15SE +/- 1.34, N = 15SE +/- 1.13, N = 3SE +/- 0.96, N = 3SE +/- 1.98, N = 4SE +/- 1.44, N = 7234.69226.80258.33160.15155.21159.41164.00159.59-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++171. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily20406080100SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.27, N = 3SE +/- 0.18, N = 3SE +/- 0.20, N = 3SE +/- 0.36, N = 3103.0101.062.391.068.889.287.488.6

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily306090120150SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.15, N = 3SE +/- 0.33, N = 3SE +/- 0.30, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3129.0129.078.1112.092.8113.0113.0113.0

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily1020304050SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 344.043.726.736.330.836.236.336.9

Numenta Anomaly Benchmark

Detector: Contextual Anomaly Detector OSE

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSEAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily1122334455SE +/- 0.56, N = 3SE +/- 0.48, N = 3SE +/- 0.02, N = 3SE +/- 0.37, N = 3SE +/- 0.08, N = 3SE +/- 0.39, N = 4SE +/- 0.06, N = 3SE +/- 0.15, N = 347.8446.5429.5638.3432.7837.8838.4238.21

CockroachDB

Workload: KV, 10% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily9K18K27K36K45KSE +/- 372.58, N = 15SE +/- 411.94, N = 15SE +/- 346.35, N = 15SE +/- 453.10, N = 12SE +/- 478.03, N = 13SE +/- 322.46, N = 15SE +/- 225.38, N = 1540349.638849.725384.131400.427346.325586.525952.6

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily306090120150SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.03, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3136.0135.089.5117.0105.0116.0117.0117.0

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily1224364860SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.30, N = 12SE +/- 0.14, N = 3SE +/- 0.22, N = 353.3253.7154.0935.7641.5237.7537.72-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

WireGuard + Linux Networking Stack Stress Test

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily80160240320400SE +/- 3.89, N = 4SE +/- 1.38, N = 3SE +/- 0.50, N = 3SE +/- 4.66, N = 3SE +/- 3.56, N = 3SE +/- 1.28, N = 3SE +/- 2.72, N = 3SE +/- 3.46, N = 3322.06324.45256.59372.29358.35350.92387.54387.41

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily1224364860SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.28, N = 15SE +/- 0.11, N = 3SE +/- 0.54, N = 353.5753.8754.1536.0441.2137.6137.87-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily510152025SE +/- 0.11, N = 15SE +/- 0.20, N = 7SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.11, N = 15SE +/- 0.13, N = 15SE +/- 0.09, N = 3SE +/- 0.09, N = 318.7822.3818.3316.7015.0316.8516.6320.02

PostgreSQL

Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily0.02840.05680.08520.11360.142SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1260.0900.0880.0900.0910.0850.0860.088-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily30K60K90K120K150KSE +/- 863.96, N = 3SE +/- 491.67, N = 3SE +/- 404.67, N = 3SE +/- 70.93, N = 3SE +/- 450.01, N = 3SE +/- 1146.60, N = 3SE +/- 725.52, N = 380966.74115292.43117428.87116674.8584183.91119916.92118531.23-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

PostgreSQL

Scaling Factor: 100 - Clients: 250 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily600K1200K1800K2400K3000KSE +/- 7912.39, N = 3SE +/- 9449.08, N = 3SE +/- 17801.68, N = 3SE +/- 38767.56, N = 3SE +/- 5487.30, N = 3SE +/- 1498.20, N = 3SE +/- 7713.61, N = 3SE +/- 3273.50, N = 319890402776596284452627750732760594292889429060352836480-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily1326395265SE +/- 1.31, N = 12SE +/- 0.95, N = 12SE +/- 0.26, N = 3SE +/- 0.76, N = 15SE +/- 0.40, N = 3SE +/- 0.45, N = 3SE +/- 0.28, N = 15SE +/- 0.42, N = 451.055.255.742.743.037.939.739.81. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***6. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***7. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Renaissance

Test: Random Forest

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily2004006008001000SE +/- 4.76, N = 3SE +/- 5.43, N = 7SE +/- 4.19, N = 12SE +/- 10.96, N = 3SE +/- 7.61, N = 7SE +/- 9.32, N = 3SE +/- 9.21, N = 3SE +/- 7.03, N = 3558.5592.7586.6773.0815.9776.4770.0790.5MIN: 509.69 / MAX: 670.39MIN: 527.25 / MAX: 739.58MIN: 517.55 / MAX: 716.89MIN: 655.1 / MAX: 940.2MIN: 683.47 / MAX: 1022MIN: 652.59 / MAX: 958.37MIN: 616.18 / MAX: 1004MIN: 691.2 / MAX: 1008.1

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 8 - Input: Bosphorus 4KAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily20406080100SE +/- 0.95, N = 3SE +/- 0.15, N = 3SE +/- 0.79, N = 3SE +/- 0.32, N = 3SE +/- 0.07, N = 3SE +/- 0.51, N = 3SE +/- 0.18, N = 3SE +/- 0.61, N = 793.3594.2695.4666.9966.3867.3366.2667.19-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++171. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily612182430SE +/- 0.13, N = 14SE +/- 0.12, N = 13SE +/- 0.17, N = 12SE +/- 0.15, N = 14SE +/- 0.15, N = 13SE +/- 0.16, N = 15SE +/- 0.22, N = 719.1118.0923.2722.3118.2125.5624.27

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily3691215SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 37.817.677.8910.7010.1010.6010.7010.70

CockroachDB

Workload: KV, 10% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 512AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily9K18K27K36K45KSE +/- 376.04, N = 3SE +/- 311.20, N = 10SE +/- 245.85, N = 15SE +/- 149.58, N = 3SE +/- 346.42, N = 3SE +/- 323.23, N = 4SE +/- 248.81, N = 941728.739678.930325.034135.131996.630362.329918.5

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3AlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily60120180240300SE +/- 0.00, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3273274199264229263262264

CockroachDB

Workload: KV, 60% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily12K24K36K48K60KSE +/- 404.74, N = 3SE +/- 481.43, N = 3SE +/- 288.68, N = 3SE +/- 428.40, N = 15SE +/- 378.91, N = 15SE +/- 512.79, N = 3SE +/- 221.25, N = 355509.554048.541528.644400.842040.440495.940411.5

CockroachDB

Workload: KV, 50% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily11K22K33K44K55KSE +/- 660.21, N = 3SE +/- 329.62, N = 14SE +/- 398.24, N = 15SE +/- 201.56, N = 3SE +/- 276.53, N = 15SE +/- 356.72, N = 15SE +/- 388.56, N = 1550281.050034.536742.742943.938914.037011.336888.4

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily1.14262.28523.42784.57045.713SE +/- 0.019, N = 3SE +/- 0.030, N = 3SE +/- 0.021, N = 3SE +/- 0.027, N = 3SE +/- 0.011, N = 3SE +/- 0.059, N = 3SE +/- 0.061, N = 3SE +/- 0.050, N = 34.0954.3223.7405.0784.1234.9074.8504.199

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily48121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 316.115.912.015.514.415.315.315.4

CockroachDB

Workload: KV, 50% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 512AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily11K22K33K44K55KSE +/- 746.00, N = 15SE +/- 165.79, N = 3SE +/- 309.59, N = 15SE +/- 369.59, N = 3SE +/- 542.10, N = 3SE +/- 263.98, N = 15SE +/- 406.39, N = 650626.753059.940757.245199.641585.539856.840592.5

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_timeAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily50100150200250SE +/- 2.39, N = 5SE +/- 0.76, N = 3SE +/- 0.48, N = 3SE +/- 0.24, N = 3SE +/- 0.88, N = 3SE +/- 0.34, N = 3SE +/- 1.42, N = 3SE +/- 0.76, N = 3224.04227.21229.00175.26174.94177.48174.32175.57

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily7001400210028003500SE +/- 46.36, N = 15SE +/- 21.88, N = 15SE +/- 22.33, N = 15SE +/- 28.78, N = 15SE +/- 32.20, N = 15SE +/- 30.31, N = 15SE +/- 28.02, N = 15SE +/- 40.14, N = 152707.52923.32504.12495.02766.73256.13265.43232.2MIN: 2185.92 / MAX: 3234.71MIN: 2403.03 / MAX: 3206.49MIN: 2036.9 / MAX: 2708.22MIN: 2080.31 / MAX: 2753.19MIN: 2189.29 / MAX: 3157.41MIN: 2594.73 / MAX: 3671.84MIN: 2655.41 / MAX: 3881.15MIN: 2492.09 / MAX: 3735.15

CockroachDB

Workload: KV, 95% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily14K28K42K56K70KSE +/- 689.47, N = 5SE +/- 628.54, N = 3SE +/- 533.57, N = 3SE +/- 579.24, N = 3SE +/- 648.91, N = 4SE +/- 200.15, N = 3SE +/- 693.98, N = 1565631.165223.356540.750569.856998.056347.255269.9

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileAlmaLinux 9.1CentOS Stream 9Debian 12 TestingUbuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily20406080100SE +/- 0.21, N = 3SE +/- 0.51, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.35, N = 3SE +/- 0.18, N = 377.8777.9996.0577.87100.06100.04

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily2004006008001000SE +/- 3.18, N = 3SE +/- 1.15, N = 3SE +/- 1.76, N = 3SE +/- 1.15, N = 3SE +/- 2.96, N = 3SE +/- 6.43, N = 3SE +/- 6.66, N = 3SE +/- 4.41, N = 3978976762858907855862864

CockroachDB

Workload: KV, 10% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 1024AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily9K18K27K36K45KSE +/- 359.00, N = 7SE +/- 464.92, N = 3SE +/- 234.46, N = 3SE +/- 229.36, N = 3SE +/- 288.28, N = 3SE +/- 241.56, N = 3SE +/- 286.94, N = 340016.539412.131908.735127.032216.431192.431295.8

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigDebian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily4080120160200SE +/- 0.72, N = 3SE +/- 1.58, N = 3SE +/- 0.49, N = 3SE +/- 0.34, N = 3SE +/- 0.63, N = 3129.27162.90134.44144.34127.48

Numenta Anomaly Benchmark

Detector: KNN CAD

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: KNN CADAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily20406080100SE +/- 0.67, N = 3SE +/- 0.42, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.16, N = 3SE +/- 0.74, N = 3SE +/- 0.69, N = 3SE +/- 0.82, N = 369.3574.0566.4881.8570.8383.9082.1471.51

CockroachDB

Workload: KV, 60% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 512AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily12K24K36K48K60KSE +/- 777.60, N = 15SE +/- 718.51, N = 15SE +/- 409.24, N = 3SE +/- 339.30, N = 3SE +/- 443.86, N = 15SE +/- 340.08, N = 15SE +/- 484.00, N = 552478.254178.346224.349104.144388.543058.343658.3

Numenta Anomaly Benchmark

Detector: Earthgecko Skyline

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily1530456075SE +/- 0.37, N = 3SE +/- 0.27, N = 3SE +/- 0.44, N = 3SE +/- 0.25, N = 3SE +/- 0.18, N = 3SE +/- 0.61, N = 3SE +/- 0.59, N = 3SE +/- 0.38, N = 364.4167.7054.2165.1059.5164.9166.7960.41

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily2K4K6K8K10KSE +/- 6.22, N = 3SE +/- 8.34, N = 3SE +/- 5.33, N = 3SE +/- 1.62, N = 3SE +/- 79.13, N = 15SE +/- 1.10, N = 3SE +/- 3.69, N = 310757.3410981.9610996.3110836.108815.4510984.8610974.40-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

CockroachDB

Workload: KV, 50% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 1024AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily11K22K33K44K55KSE +/- 549.82, N = 3SE +/- 683.53, N = 15SE +/- 596.51, N = 3SE +/- 556.43, N = 15SE +/- 289.49, N = 14SE +/- 505.70, N = 4SE +/- 471.90, N = 451644.548074.441466.044065.743601.942428.043281.1

Renaissance

Test: Finagle HTTP Requests

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily3K6K9K12K15KSE +/- 84.50, N = 3SE +/- 58.98, N = 3SE +/- 95.81, N = 7SE +/- 36.81, N = 3SE +/- 35.06, N = 3SE +/- 38.81, N = 3SE +/- 50.48, N = 3SE +/- 51.64, N = 312071.312286.410729.910566.411080.712938.012720.912532.5MIN: 11102.8 / MAX: 12331.39MIN: 11309.31 / MAX: 12381.79MIN: 9571 / MAX: 11088.25MIN: 9521.61 / MAX: 10826.11MIN: 9893.27 / MAX: 11796.43MIN: 11648.8 / MAX: 13268.16MIN: 11580.19 / MAX: 12819.18MIN: 11354.49 / MAX: 12628.71

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily11002200330044005500SE +/- 10.88, N = 3SE +/- 41.70, N = 15SE +/- 60.30, N = 3SE +/- 47.13, N = 3SE +/- 65.04, N = 15SE +/- 21.70, N = 3SE +/- 35.39, N = 3SE +/- 40.68, N = 154868.24900.74891.04359.54326.44080.54220.74047.01. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***6. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***7. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenVKL

Benchmark: vklBenchmark ISPC

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily30060090012001500SE +/- 14.95, N = 3SE +/- 15.10, N = 3SE +/- 14.33, N = 4SE +/- 14.34, N = 3SE +/- 11.66, N = 7SE +/- 5.57, N = 3SE +/- 2.52, N = 3SE +/- 15.68, N = 313111316132013141258150212851300MIN: 331 / MAX: 5492MIN: 331 / MAX: 4903MIN: 332 / MAX: 5581MIN: 327 / MAX: 5212MIN: 330 / MAX: 5417MIN: 328 / MAX: 8339MIN: 328 / MAX: 3941MIN: 327 / MAX: 5033

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096AlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily0.37350.7471.12051.4941.8675SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.431.401.421.611.451.631.651.66

CockroachDB

Workload: KV, 60% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1024AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily12K24K36K48K60KSE +/- 536.70, N = 3SE +/- 976.86, N = 15SE +/- 537.91, N = 3SE +/- 572.73, N = 3SE +/- 465.47, N = 15SE +/- 419.66, N = 15SE +/- 243.57, N = 354120.351501.847174.848661.947082.445989.746316.8

Intel Open Image Denoise

Run: RT.hdr_alb_nrm.3840x2160

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160AlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily0.78531.57062.35593.14123.9265SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 33.073.013.073.403.073.443.443.49

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily510152025SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 318.318.816.316.718.016.916.816.8

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.47, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 310.2010.059.9610.0811.479.969.96-pie -ldl - MIN: 8.68 / MAX: 59.99-pie -ldl - MIN: 8.3 / MAX: 70.82-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 7.96 / MAX: 50.91-pie -ldl - MIN: 8.17 / MAX: 56.46-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.22 / MAX: 92.3-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 7.95 / MAX: 38.29-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 7.92 / MAX: 57.181. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

PostgreSQL

Scaling Factor: 100 - Clients: 500 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily700K1400K2100K2800K3500KSE +/- 9645.20, N = 3SE +/- 30412.80, N = 7SE +/- 31057.60, N = 12SE +/- 33665.26, N = 12SE +/- 26205.32, N = 12SE +/- 34584.41, N = 3SE +/- 23929.05, N = 3SE +/- 28564.90, N = 1228287803226697317237130792653075798323057732526973217488-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily0.03980.07960.11940.15920.199SE +/- 0.001, N = 3SE +/- 0.001, N = 7SE +/- 0.002, N = 12SE +/- 0.002, N = 12SE +/- 0.001, N = 12SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 120.1770.1550.1580.1630.1630.1550.1540.156-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily8001600240032004000SE +/- 11.41, N = 4SE +/- 8.11, N = 4SE +/- 10.85, N = 4SE +/- 15.30, N = 4SE +/- 2.60, N = 4SE +/- 4.07, N = 4SE +/- 9.21, N = 4SE +/- 13.63, N = 432543334312033353572346335053489

Zstd Compression

Compression Level: 8, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily11002200330044005500SE +/- 2.69, N = 3SE +/- 2.82, N = 15SE +/- 1.84, N = 3SE +/- 4.11, N = 3SE +/- 88.02, N = 3SE +/- 26.94, N = 5SE +/- 6.47, N = 3SE +/- 57.55, N = 35031.55013.34993.34579.94749.34404.74460.84562.31. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***6. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***7. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Renaissance

Test: Akka Unbalanced Cobwebbed Tree

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily7K14K21K28K35KSE +/- 232.06, N = 3SE +/- 307.26, N = 5SE +/- 250.28, N = 3SE +/- 303.55, N = 9SE +/- 334.94, N = 4SE +/- 85.24, N = 3SE +/- 188.80, N = 3SE +/- 211.64, N = 329015.728716.629149.730060.132435.532726.932544.932799.7MIN: 18784.03 / MAX: 29270.71MIN: 18893.22 / MAX: 29553.21MIN: 18342.43 / MAX: 29534.78MIN: 19952.2 / MAX: 31118.56MIN: 23254.6 / MAX: 33407.51MIN: 24461.12 / MAX: 32885.5MIN: 24552.33 / MAX: 32901.57MIN: 24526.39 / MAX: 33182.63

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily4K8K12K16K20KSE +/- 23.43, N = 3SE +/- 23.50, N = 3SE +/- 3.78, N = 3SE +/- 11.26, N = 3SE +/- 553.73, N = 12SE +/- 4.32, N = 3SE +/- 8.02, N = 318714.4218953.4419174.5418954.9116933.3119163.4719150.02-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily510152025SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 12SE +/- 0.01, N = 316.6216.6418.4818.7618.3318.5818.811. (CXX) g++ options: -O3

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily8001600240032004000SE +/- 6.65, N = 3SE +/- 7.00, N = 3SE +/- 5.91, N = 3SE +/- 2.60, N = 15SE +/- 12.53, N = 7SE +/- 12.57, N = 15SE +/- 11.07, N = 12SE +/- 12.98, N = 153874.53901.13840.03521.23714.53668.83468.83469.71. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***6. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***7. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily10002000300040005000SE +/- 8.85, N = 3SE +/- 1.95, N = 15SE +/- 0.38, N = 3SE +/- 16.72, N = 3SE +/- 28.83, N = 15SE +/- 44.32, N = 3SE +/- 2.85, N = 3SE +/- 24.70, N = 154668.44679.94640.44237.24421.54192.54181.94163.91. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***6. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***7. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily300K600K900K1200K1500KSE +/- 313.17, N = 3SE +/- 9785.85, N = 3SE +/- 5092.03, N = 3SE +/- 1884.87, N = 3SE +/- 18301.88, N = 3SE +/- 14154.71, N = 3SE +/- 26469.97, N = 3SE +/- 2849.71, N = 3123260212297271208904123571211187991122855113717511626881. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily3691215SE +/- 0.058, N = 3SE +/- 0.016, N = 3SE +/- 0.061, N = 3SE +/- 0.032, N = 3SE +/- 0.122, N = 3SE +/- 0.070, N = 3SE +/- 0.118, N = 3SE +/- 0.025, N = 310.8909.9699.90210.43610.37110.00110.05510.414

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily8001600240032004000SE +/- 2.91, N = 12SE +/- 2.37, N = 12SE +/- 3.49, N = 3SE +/- 1.32, N = 15SE +/- 41.20, N = 3SE +/- 33.18, N = 3SE +/- 13.38, N = 15SE +/- 25.68, N = 43814.23812.93847.53569.13803.33667.43527.93518.91. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***6. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***7. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily20406080100SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 399.79101.65102.03100.4795.45101.66101.81-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-OnlyAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily510152025SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 320.9620.5620.6020.5221.4521.1821.1320.79

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily2004006008001000SE +/- 0.76, N = 3SE +/- 0.17, N = 3SE +/- 0.86, N = 3SE +/- 1.87, N = 3SE +/- 6.50, N = 15SE +/- 2.06, N = 3SE +/- 1.47, N = 3942.55949.62954.29943.69936.93963.35952.14-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.10Ubuntu 23.04 Daily4080120160200SE +/- 0.19, N = 3SE +/- 0.70, N = 3SE +/- 0.73, N = 3SE +/- 0.54, N = 3SE +/- 0.62, N = 3SE +/- 0.45, N = 3SE +/- 0.65, N = 3181.20180.75180.01181.34177.71182.40179.02MIN: 141.69 / MAX: 201.74MIN: 134.63 / MAX: 202.84MIN: 143.11 / MAX: 203.2MIN: 131.33 / MAX: 208.86MIN: 130.43 / MAX: 201.93MIN: 131.93 / MAX: 211.14MIN: 124.66 / MAX: 210.12

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily9K18K27K36K45KSE +/- 194.03, N = 3SE +/- 4.25, N = 3SE +/- 231.98, N = 3SE +/- 5.64, N = 3SE +/- 4.46, N = 3SE +/- 149.18, N = 3SE +/- 212.14, N = 3SE +/- 53.29, N = 343993.244352.643967.243853.443315.744110.844112.243687.81. AlmaLinux 9.1: OpenSSL 3.0.1 14 Dec 2021 (Library: OpenSSL 3.0.1 14 Dec 2021)2. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)3. Clear Linux 37930: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)4. Debian 12 Testing: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)5. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)6. Ubuntu 22.04.1 LTS: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)7. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)8. Ubuntu 23.04 Daily: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily0.02960.05920.08880.11840.148SE +/- 0.00043, N = 3SE +/- 0.00018, N = 3SE +/- 0.00023, N = 3SE +/- 0.00147, N = 3SE +/- 0.00053, N = 3SE +/- 0.00040, N = 3SE +/- 0.00010, N = 3SE +/- 0.00022, N = 30.128980.129340.128440.129710.131390.128970.128700.12852

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.10Ubuntu 23.04 Daily50100150200250SE +/- 1.20, N = 3SE +/- 0.21, N = 3SE +/- 0.71, N = 3SE +/- 0.39, N = 3SE +/- 0.52, N = 3SE +/- 0.38, N = 3SE +/- 0.68, N = 3212.68212.75211.50213.16208.98211.75212.47MIN: 206.02 / MAX: 224.76MIN: 207.91 / MAX: 226.6MIN: 205.55 / MAX: 220.12MIN: 208.55 / MAX: 223.76MIN: 204.08 / MAX: 217.58MIN: 206.83 / MAX: 224.62MIN: 206.99 / MAX: 226.71

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily600K1200K1800K2400K3000KSE +/- 9445.15, N = 3SE +/- 508.56, N = 3SE +/- 14755.96, N = 3SE +/- 594.05, N = 3SE +/- 30.18, N = 3SE +/- 10454.70, N = 3SE +/- 14395.43, N = 3SE +/- 3984.31, N = 32911222.92927055.02927136.72895201.02872414.22922298.52918571.62897377.01. AlmaLinux 9.1: OpenSSL 3.0.1 14 Dec 2021 (Library: OpenSSL 3.0.1 14 Dec 2021)2. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)3. Clear Linux 37930: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)4. Debian 12 Testing: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)5. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)6. Ubuntu 22.04.1 LTS: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)7. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)8. Ubuntu 23.04 Daily: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily4080120160200SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 3SE +/- 0.50, N = 3187.82190.76191.05189.09187.90191.17190.87-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

PostgreSQL

Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily1224364860SE +/- 0.496, N = 3SE +/- 0.471, N = 12SE +/- 0.131, N = 12SE +/- 0.628, N = 3SE +/- 0.513, N = 12SE +/- 1.671, N = 12SE +/- 1.200, N = 12SE +/- 0.983, N = 1234.58840.5597.46654.63142.54246.91944.82846.603-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 500 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read WriteAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily14K28K42K56K70KSE +/- 208.50, N = 3SE +/- 143.18, N = 12SE +/- 1306.16, N = 12SE +/- 105.07, N = 3SE +/- 142.54, N = 12SE +/- 403.41, N = 12SE +/- 309.57, N = 12SE +/- 226.92, N = 12144621234667218915511772108141124510781-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL

Scaling Factor: 100 - Clients: 250 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read WriteAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily15K30K45K60K75KSE +/- 1252.67, N = 12SE +/- 886.38, N = 12SE +/- 209.50, N = 3SE +/- 3703.04, N = 9SE +/- 6441.82, N = 9SE +/- 4996.94, N = 12SE +/- 903.13, N = 12SE +/- 6204.46, N = 91718415656714702135329700303661402929627-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

CockroachDB

Workload: KV, 95% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 1024AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily13K26K39K52K65KSE +/- 1375.26, N = 15SE +/- 1322.12, N = 12SE +/- 1825.65, N = 15SE +/- 1404.90, N = 15SE +/- 257.44, N = 3SE +/- 1556.62, N = 15SE +/- 1522.42, N = 1559646.261954.954983.455610.361963.756954.657999.8

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily6001200180024003000SE +/- 14.74, N = 3SE +/- 5.15, N = 3SE +/- 14.36, N = 3SE +/- 330.50, N = 12SE +/- 49.58, N = 15SE +/- 35.26, N = 12SE +/- 30.01, N = 15SE +/- 102.73, N = 122008.742024.981375.582403.102520.372468.482711.972580.40MIN: 1967.99MIN: 2003.52-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 1302.28MIN: 1739.33MIN: 2153.34MIN: 2260.96MIN: 2500.56MIN: 1501.821. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily5001000150020002500SE +/- 25.13, N = 3SE +/- 13.72, N = 3SE +/- 3.82, N = 3SE +/- 45.52, N = 12SE +/- 50.07, N = 15SE +/- 328.68, N = 12SE +/- 37.53, N = 12SE +/- 34.19, N = 151860.391812.701018.521861.542068.172257.702216.452246.93MIN: 1788.09MIN: 1778.43-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 988.36MIN: 1396.7MIN: 1616.01MIN: 1578.18MIN: 1956.5MIN: 1818.181. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily6001200180024003000SE +/- 4.51, N = 3SE +/- 13.20, N = 3SE +/- 1.50, N = 3SE +/- 34.43, N = 15SE +/- 44.40, N = 15SE +/- 75.73, N = 15SE +/- 37.19, N = 3SE +/- 42.67, N = 151996.282044.141387.812073.382445.172298.782819.872624.72MIN: 1972.05MIN: 2012.73-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 1342.59MIN: 1806.58MIN: 2084.26MIN: 1453.94MIN: 2632.58MIN: 2351.581. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily5001000150020002500SE +/- 13.53, N = 11SE +/- 7.09, N = 3SE +/- 9.99, N = 15SE +/- 1.46, N = 3SE +/- 43.12, N = 12SE +/- 38.18, N = 15SE +/- 36.42, N = 15SE +/- 37.98, N = 151835.811834.631042.811878.592105.291988.412187.432303.13MIN: 1779.85MIN: 1815.46-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 914.17MIN: 1840.93MIN: 1721.05MIN: 1627.92MIN: 1887.97MIN: 2050.411. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 4KAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily60120180240300SE +/- 6.02, N = 14SE +/- 4.83, N = 15SE +/- 5.91, N = 15SE +/- 2.88, N = 15SE +/- 1.97, N = 3SE +/- 1.15, N = 14SE +/- 1.31, N = 15SE +/- 1.73, N = 15245.05263.55264.96178.36167.15176.74182.03176.82-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++171. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily306090120150SE +/- 0.57, N = 3SE +/- 1.54, N = 3SE +/- 0.52, N = 3SE +/- 1.76, N = 15SE +/- 0.84, N = 7SE +/- 1.51, N = 15SE +/- 1.84, N = 12SE +/- 1.15, N = 15109.7113.5115.798.096.190.286.588.31. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***6. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***7. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily150300450600750SE +/- 10.76, N = 15SE +/- 6.35, N = 5SE +/- 1.84, N = 3SE +/- 1.88, N = 3SE +/- 10.54, N = 15SE +/- 14.24, N = 12SE +/- 12.66, N = 12SE +/- 9.97, N = 15644.1629.1579.7599.2700.2683.6692.9717.4MIN: 523.11 / MAX: 982.8MIN: 530.57 / MAX: 985.94MIN: 493.92 / MAX: 941.38MIN: 501.12 / MAX: 1011.16MIN: 515.06 / MAX: 1185.79MIN: 547.6 / MAX: 1057.77MIN: 552.39 / MAX: 1130.25MIN: 553.09 / MAX: 1134.89

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2AlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily16003200480064008000SE +/- 84.55, N = 20SE +/- 73.81, N = 20SE +/- 36.02, N = 6SE +/- 47.58, N = 8SE +/- 58.77, N = 7SE +/- 106.17, N = 20SE +/- 88.67, N = 4SE +/- 72.15, N = 2035694212356453876264631971767320


Phoronix Test Suite v10.8.5