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&rdt&gru.

AMD EPYC Genoa Linux Distro BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily2 x AMD EPYC 9654 96-Core (192 Cores / 384 Threads)AMD Titanite_4G (RTI1002E BIOS)AMD Device 14a41520GB800GB INTEL SSDPF21Q800GBASPEEDVGA HDMIBroadcom NetXtreme BCM5720 PCIeUbuntu 22.105.19.0-26-generic (x86_64)GNOME Shell 43.0X Server 1.21.1.41.3.224GCC 12.2.0 + Clang 15.0.2-1ext41920x10802 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads)CentOS Stream 95.14.0-214.el9.x86_64 (x86_64)GNOME Shell 40.10X Server 1.20.11GCC 11.3.1 20221121xfs2 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads)Fedora Linux 376.0.15-300.fc37.x86_64 (x86_64)GCC 12.2.1 20221121640x480Debian6.0.0-6-amd64 (x86_64)GNOME Shell 43.1X Server 1.21.1.51.3.224GCC 12.2.0ext4800x6002 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads)800GB INTEL SSDPF21Q800GB + 15GB Ultra USB 3.0VGA HDMIClear 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 15.0.4640x4802 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads)800GB INTEL SSDPF21Q800GBUbuntu 22.045.15.0-56-generic (x86_64)1.2.204GCC 11.3.01600x12002 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads)AlmaLinux 9.15.14.0-162.6.1.el9_1.x86_64 (x86_64)GNOME Shell 40.10X Server 1.20.11GCC 11.3.1 20220421xfs2 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads)Ubuntu 23.045.19.0-21-generic (x86_64)GNOME Shell 43.1X Server 1.21.1.41.3.224GCC 12.2.0ext41920x1080OpenBenchmarking.orgKernel Details- Ubuntu 22.10: Transparent Huge Pages: madvise- CentOS Stream 9: Transparent Huge Pages: always- Fedora Server 37: Transparent Huge Pages: madvise- Debian 12 Testing: Transparent Huge Pages: always- Clear Linux 37930: Transparent Huge Pages: always- Ubuntu 22.04.1 LTS: Transparent Huge Pages: madvise- AlmaLinux 9.1: Transparent Huge Pages: always- Ubuntu 23.04 Daily: Transparent Huge Pages: madviseCompiler Details- 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 - 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- 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- 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 - 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 - 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 - 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- 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- Ubuntu 22.10: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- CentOS Stream 9: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110d- Fedora Server 37: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- Debian 12 Testing: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- Clear Linux 37930: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110d- Ubuntu 22.04.1 LTS: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- AlmaLinux 9.1: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110d- Ubuntu 23.04 Daily: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110dJava Details- Ubuntu 22.10: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)- CentOS Stream 9: OpenJDK Runtime Environment (Red_Hat-11.0.17.0.8-2.el9) (build 11.0.17+8-LTS)- Fedora Server 37: OpenJDK Runtime Environment (Red_Hat-17.0.5.0.8-1.fc37) (build 17.0.5+8)- Debian 12 Testing: OpenJDK Runtime Environment (build 17.0.5+8-Debian-2)- Clear Linux 37930: OpenJDK Runtime Environment (build 18.0.2-internal+0-adhoc.mockbuild.corretto-18-18.0.2.9.1)- Ubuntu 22.04.1 LTS: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu222.04)- AlmaLinux 9.1: OpenJDK Runtime Environment (Red_Hat-11.0.17.0.8-2.el9_0) (build 11.0.17+8-LTS)- Ubuntu 23.04 Daily: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)Python Details- Ubuntu 22.10: Python 3.10.7- CentOS Stream 9: Python 3.9.16- Fedora Server 37: Python 3.11.1- Debian 12 Testing: Python 3.10.9- Clear Linux 37930: Python 3.11.0- Ubuntu 22.04.1 LTS: Python 3.10.6- AlmaLinux 9.1: Python 3.9.14- Ubuntu 23.04 Daily: Python 3.10.9Security Details- 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- 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- 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- 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- 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- 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- 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- 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: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonsvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Koidn: RT.hdr_alb_nrm.3840x2160oidn: RTLightmap.hdr.4096x4096openvkl: vklBenchmark ISPCospray: particle_volume/pathtracer/real_timecompress-zstd: 8 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratinggromacs: MPI CPU - water_GMX50_barecockroach: MoVR - 128cockroach: MoVR - 512cockroach: MoVR - 1024cockroach: KV, 10% Reads - 128cockroach: KV, 10% Reads - 512cockroach: KV, 50% Reads - 128cockroach: KV, 50% Reads - 512cockroach: KV, 60% Reads - 128cockroach: KV, 60% Reads - 512cockroach: KV, 95% Reads - 128cockroach: KV, 10% Reads - 1024cockroach: KV, 50% Reads - 1024cockroach: KV, 60% Reads - 1024cockroach: KV, 95% Reads - 1024mysqlslap: 256phpbench: PHP Benchmark Suiteopenssl: pgbench: 100 - 250 - Read Onlypgbench: 100 - 500 - Read Onlypgbench: 100 - 250 - Read Writepgbench: 100 - 500 - Read Writeopenssl: namd: ATPase Simulation - 327,506 Atomspybench: Total For Average Test Timespyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonrenaissance: Scala Dottyrenaissance: Rand Forestrenaissance: ALS Movie Lensrenaissance: Apache Spark ALSrenaissance: Apache Spark Bayesrenaissance: Apache Spark PageRankrenaissance: Finagle HTTP Requestsrenaissance: Akka Unbalanced Cobwebbed Treerenaissance: Genetic Algorithm Using Jenetics + Futuresonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUpgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 500 - Read Write - Average Latencyopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUdacapobench: H2dacapobench: Jythonwireguard: build-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-nodejs: Time To Compileblender: Classroom - CPU-Onlynumenta-nab: KNN CADnumenta-nab: Relative Entropynumenta-nab: Windowed Gaussiannumenta-nab: Earthgecko Skylinenumenta-nab: Bayesian Changepointnumenta-nab: Contextual Anomaly Detector OSEUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily101.6637.6137.757384.35191.1710984.869845.21963.3519163.479052.63149753.69119916.92182.3976211.749866.256182.030164.0003.441.651285174.3164220.74181.986.53468.8676.74460.839.73527.9787085113717518.576610.8610.6611.725586.530362.337011.339856.840495.943058.356347.231192.442428.045989.756954.632885228344112.22906035325269714029112452918571.60.1287086218226276.783.711315.335916.887.411710.736.3330692.9770.021335.14692.5790.73265.412720.932544.92878.02187.432819.872216.452711.970.0860.15444.828471.171266.301262.756.49250.594.364.8649.779.965.290.901.1871763505387.53925.557144.342100.06021.1382.13810.0554.85066.78616.62638.421101.6553.8753.717358.64190.7610981.969793.55949.6218953.449059.49142443.10115292.43180.7475212.745894.264263.551226.8033.011.401316227.2054900.74679.9113.53901.1970.35013.355.23812.91389443122972716.639936.3936.2937.038849.739678.950034.553059.954048.554178.365223.339412.148074.451501.861954.957977682144352.62776596322669715656123462927055.00.1293497623027497.810212915.946218.81011357.6743.7395629.1592.76030.51576.5471.82923.312286.428716.61691.01834.632044.141812.702024.980.0900.15540.559471.76886.89889.896.51251.144.364.8850.4710.055.290.550.9842123334324.45418.08577.99420.5674.0469.9694.32267.69522.37946.541100.4736.0435.767232.28189.0910836.109708.74943.6918954.918867.05146533.10116674.85177.7106208.984866.381167.151155.2083.071.451258174.9434326.44421.596.13714.5644.74749.343.03803.3672345111879918.759545.8544.0548.231400.434135.142943.945199.644400.849104.150569.835127.044065.748661.955610.345182118043315.72760594307579829700117722872414.20.1313990713222962.567.492.814.426818.068.810510.130.8266700.2815.98783.21848.4655.12766.711080.732435.52798.52105.292445.172068.172520.370.0910.16342.542477.151322.861332.046.62253.354.424.9350.7910.085.410.911.2162643572358.34822.314162.90321.4570.83010.3714.12359.50515.02632.783102.0354.1554.097356.96191.0510996.319838.82954.2919174.549192.35149915.99117428.87181.3387213.155166.991178.356160.1543.401.611314175.2644359.54237.298.03521.2653.14579.942.73569.11437834123571218.476616.1612.4612.425384.130325.036742.740757.241528.646224.356540.731908.741466.047174.854983.484551643853.4277507330792652135391552895201.00.1297185818226478.282.711215.535916.791.011710.736.3330599.2773.020486.14473.5531.52495.010566.430060.12987.61878.592073.381861.542403.100.0900.16354.631469.61881.35882.446.51250.794.364.8650.259.965.210.901.1953873335372.29223.273129.26696.05020.5281.84510.4365.07865.10416.70238.344180.0090211.499995.458264.958258.3283.071.421320229.0044891.04640.4115.73840.01065.74993.355.73847.512060811208904671195735743967.22844526317237171470672182927136.70.1284476211519955.457.578.11222916.362.389.57.8926.7235579.7586.68553.21836.3386.32504.110729.929149.71666.21042.8071387.811018.521375.580.0880.1587.46635643120256.59220.6066.4799.9023.74054.20618.33129.55995.4541.2141.522774.22187.908815.454120.47936.9316933.314147.74119149.0684183.9167.326176.735159.4083.441.631502177.4784080.54192.590.23668.8220.44404.737.93667.4765205112285518.334630.0629.4627.327346.331996.638914.041585.542040.444388.556998.032216.443601.947082.461963.744082127944110.82928894323057730366108142922298.50.1289785518526375.984.011315.335516.989.211610.636.2329683.6776.420931.54566.7776.63256.112938.032726.92827.91988.412298.782257.702468.480.0850.15546.9191000.672306.252287.2934.59508.9710.8823.34102.4311.4723.141.262.0563193463350.92118.213134.44077.86821.1883.90310.0014.90764.90816.85437.87699.7953.5753.327199.62187.8210757.349599.10942.5518714.428858.6988671.5680966.74181.2009212.677393.353245.050234.6923.071.431311224.0434868.24668.4109.73874.51065.85031.551.03814.21379929123260216.616938.4944.2943.040349.641728.750281.050626.755509.552478.265631.140016.551644.554120.359646.263261531943993.21989040282878017184144622911222.90.1289897823127399.410112916.146218.31031367.8144390644.1558.56222.71567.8466.52707.512071.329015.71627.81835.811996.281860.392008.740.1260.17734.588479.36890.64895.206.65255.024.454.9850.8410.205.400.540.9335693254322.06119.11377.87220.9669.35310.8904.09564.40818.78147.842101.8137.8737.727374.75190.8710974.409839.80952.1419150.029105.67150255.94118531.23179.0246212.473067.188176.821159.5873.491.661300175.5704047.04163.988.33469.7677.94562.339.83518.9762112116268818.806610.7609.3615.525952.629918.536888.440592.540411.543658.355269.931295.843281.146316.857999.826485105543687.82836480321748829627107812897377.00.1285286418326477.485.311315.435816.888.611710.736.9331717.4790.58656.81885.4801.03232.212532.532799.72957.92303.132624.722246.932580.400.0880.15646.603470.931258.841264.276.50250.974.364.8750.369.965.260.91.1973203489387.40624.269127.482100.03720.7971.50510.4144.19960.40820.01938.212OpenBenchmarking.org

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily20406080100SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 3101.66101.65100.47102.0395.4599.79101.81-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-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-pie -ldl-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.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily1224364860SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.28, N = 15SE +/- 0.01, N = 3SE +/- 0.54, N = 337.6153.8736.0454.1541.2153.5737.87-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-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-pie -ldl-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 FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily1224364860SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.30, N = 12SE +/- 0.07, N = 3SE +/- 0.22, N = 337.7553.7135.7654.0941.5253.3237.72-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-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-pie -ldl-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: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily16003200480064008000SE +/- 1.41, N = 3SE +/- 5.01, N = 3SE +/- 8.70, N = 3SE +/- 1.53, N = 3SE +/- 9.09, N = 3SE +/- 9.34, N = 3SE +/- 3.91, N = 37384.357358.647232.287356.962774.227199.627374.75-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-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-pie -ldl-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: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily4080120160200SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.50, N = 3191.17190.76189.09191.05187.90187.82190.87-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-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-pie -ldl-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: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily2K4K6K8K10KSE +/- 1.10, N = 3SE +/- 8.34, N = 3SE +/- 1.62, N = 3SE +/- 5.33, N = 3SE +/- 79.13, N = 15SE +/- 6.22, N = 3SE +/- 3.69, N = 310984.8610981.9610836.1010996.318815.4510757.3410974.40-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-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-pie -ldl-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: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily2K4K6K8K10KSE +/- 1.37, N = 3SE +/- 1.35, N = 3SE +/- 3.79, N = 3SE +/- 0.96, N = 3SE +/- 54.44, N = 15SE +/- 3.72, N = 3SE +/- 2.54, N = 39845.219793.559708.749838.824120.479599.109839.80-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-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-pie -ldl-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: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily2004006008001000SE +/- 2.06, N = 3SE +/- 0.17, N = 3SE +/- 1.87, N = 3SE +/- 0.86, N = 3SE +/- 6.50, N = 15SE +/- 0.76, N = 3SE +/- 1.47, N = 3963.35949.62943.69954.29936.93942.55952.14-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-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-pie -ldl-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: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily4K8K12K16K20KSE +/- 4.32, N = 3SE +/- 23.50, N = 3SE +/- 11.26, N = 3SE +/- 3.78, N = 3SE +/- 553.73, N = 12SE +/- 23.43, N = 3SE +/- 8.02, N = 319163.4718953.4418954.9119174.5416933.3118714.4219150.02-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-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-pie -ldl-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 Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily2K4K6K8K10KSE +/- 5.92, N = 3SE +/- 4.16, N = 3SE +/- 10.24, N = 3SE +/- 4.45, N = 3SE +/- 48.66, N = 3SE +/- 17.98, N = 3SE +/- 3.92, N = 39052.639059.498867.059192.354147.748858.699105.67-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-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-pie -ldl-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.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily30K60K90K120K150KSE +/- 2082.25, N = 3SE +/- 1753.42, N = 4SE +/- 1959.90, N = 3SE +/- 775.30, N = 3SE +/- 1443.80, N = 4SE +/- 1349.31, N = 15SE +/- 322.62, N = 3149753.69142443.10146533.10149915.99119149.0688671.56150255.94-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-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-pie -ldl-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.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily30K60K90K120K150KSE +/- 1146.60, N = 3SE +/- 491.67, N = 3SE +/- 70.93, N = 3SE +/- 404.67, N = 3SE +/- 450.01, N = 3SE +/- 863.96, N = 3SE +/- 725.52, N = 3119916.92115292.43116674.85117428.8784183.9180966.74118531.23-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-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-pie -ldl-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: CrownUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930AlmaLinux 9.1Ubuntu 23.04 Daily4080120160200SE +/- 0.45, N = 3SE +/- 0.70, N = 3SE +/- 0.62, N = 3SE +/- 0.54, N = 3SE +/- 0.73, N = 3SE +/- 0.19, N = 3SE +/- 0.65, N = 3182.40180.75177.71181.34180.01181.20179.02MIN: 131.93 / MAX: 211.14MIN: 134.63 / MAX: 202.84MIN: 130.43 / MAX: 201.93MIN: 131.33 / MAX: 208.86MIN: 143.11 / MAX: 203.2MIN: 141.69 / MAX: 201.74MIN: 124.66 / MAX: 210.12

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930AlmaLinux 9.1Ubuntu 23.04 Daily50100150200250SE +/- 0.38, N = 3SE +/- 0.21, N = 3SE +/- 0.52, N = 3SE +/- 0.39, N = 3SE +/- 0.71, N = 3SE +/- 1.20, N = 3SE +/- 0.68, N = 3211.75212.75208.98213.16211.50212.68212.47MIN: 206.83 / MAX: 224.62MIN: 207.91 / MAX: 226.6MIN: 204.08 / MAX: 217.58MIN: 208.55 / MAX: 223.76MIN: 205.55 / MAX: 220.12MIN: 206.02 / MAX: 224.76MIN: 206.99 / MAX: 226.71

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily20406080100SE +/- 0.18, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.32, N = 3SE +/- 0.79, N = 3SE +/- 0.51, N = 3SE +/- 0.95, N = 3SE +/- 0.61, N = 766.2694.2666.3866.9995.4667.3393.3567.19-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

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 4KUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily60120180240300SE +/- 1.31, N = 15SE +/- 4.83, N = 15SE +/- 1.97, N = 3SE +/- 2.88, N = 15SE +/- 5.91, N = 15SE +/- 1.15, N = 14SE +/- 6.02, N = 14SE +/- 1.73, N = 15182.03263.55167.15178.36264.96176.74245.05176.82-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

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 4KUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily60120180240300SE +/- 1.98, N = 4SE +/- 3.69, N = 15SE +/- 1.13, N = 3SE +/- 1.34, N = 15SE +/- 3.14, N = 15SE +/- 0.96, N = 3SE +/- 1.52, N = 3SE +/- 1.44, N = 7164.00226.80155.21160.15258.33159.41234.69159.59-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

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.3840x2160Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily0.78531.57062.35593.14123.9265SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 33.443.013.073.403.073.443.073.49

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily0.37350.7471.12051.4941.8675SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.651.401.451.611.421.631.431.66

OpenVKL

Benchmark: vklBenchmark ISPC

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily30060090012001500SE +/- 2.52, N = 3SE +/- 15.10, N = 3SE +/- 11.66, N = 7SE +/- 14.34, N = 3SE +/- 14.33, N = 4SE +/- 5.57, N = 3SE +/- 14.95, N = 3SE +/- 15.68, N = 312851316125813141320150213111300MIN: 328 / MAX: 3941MIN: 331 / MAX: 4903MIN: 330 / MAX: 5417MIN: 327 / MAX: 5212MIN: 332 / MAX: 5581MIN: 328 / MAX: 8339MIN: 331 / MAX: 5492MIN: 327 / MAX: 5033

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_timeUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily50100150200250SE +/- 1.42, N = 3SE +/- 0.76, N = 3SE +/- 0.88, N = 3SE +/- 0.24, N = 3SE +/- 0.48, N = 3SE +/- 0.34, N = 3SE +/- 2.39, N = 5SE +/- 0.76, N = 3174.32227.21174.94175.26229.00177.48224.04175.57

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily11002200330044005500SE +/- 35.39, N = 3SE +/- 41.70, N = 15SE +/- 65.04, N = 15SE +/- 47.13, N = 3SE +/- 60.30, N = 3SE +/- 21.70, N = 3SE +/- 10.88, N = 3SE +/- 40.68, N = 154220.74900.74326.44359.54891.04080.54868.24047.01. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Fedora Server 37: *** 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. Clear Linux 37930: *** 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. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, 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 SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily10002000300040005000SE +/- 2.85, N = 3SE +/- 1.95, N = 15SE +/- 28.83, N = 15SE +/- 16.72, N = 3SE +/- 0.38, N = 3SE +/- 44.32, N = 3SE +/- 8.85, N = 3SE +/- 24.70, N = 154181.94679.94421.54237.24640.44192.54668.44163.91. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Fedora Server 37: *** 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. Clear Linux 37930: *** 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. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily306090120150SE +/- 1.84, N = 12SE +/- 1.54, N = 3SE +/- 0.84, N = 7SE +/- 1.76, N = 15SE +/- 0.52, N = 3SE +/- 1.51, N = 15SE +/- 0.57, N = 3SE +/- 1.15, N = 1586.5113.596.198.0115.790.2109.788.31. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Fedora Server 37: *** 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. Clear Linux 37930: *** 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. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily8001600240032004000SE +/- 11.07, N = 12SE +/- 7.00, N = 3SE +/- 12.53, N = 7SE +/- 2.60, N = 15SE +/- 5.91, N = 3SE +/- 12.57, N = 15SE +/- 6.65, N = 3SE +/- 12.98, N = 153468.83901.13714.53521.23840.03668.83874.53469.71. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Fedora Server 37: *** 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. Clear Linux 37930: *** 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. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, 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, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily2004006008001000SE +/- 2.43, N = 3SE +/- 6.55, N = 15SE +/- 5.37, N = 3SE +/- 3.39, N = 3SE +/- 10.46, N = 3SE +/- 2.43, N = 5SE +/- 2.12, N = 3SE +/- 2.30, N = 3676.7970.3644.7653.11065.7220.41065.8677.91. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Fedora Server 37: *** 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. Clear Linux 37930: *** 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. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, 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, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily11002200330044005500SE +/- 6.47, N = 3SE +/- 2.82, N = 15SE +/- 88.02, N = 3SE +/- 4.11, N = 3SE +/- 1.84, N = 3SE +/- 26.94, N = 5SE +/- 2.69, N = 3SE +/- 57.55, N = 34460.85013.34749.34579.94993.34404.75031.54562.31. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Fedora Server 37: *** 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. Clear Linux 37930: *** 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. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily1326395265SE +/- 0.28, N = 15SE +/- 0.95, N = 12SE +/- 0.40, N = 3SE +/- 0.76, N = 15SE +/- 0.26, N = 3SE +/- 0.45, N = 3SE +/- 1.31, N = 12SE +/- 0.42, N = 439.755.243.042.755.737.951.039.81. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Fedora Server 37: *** 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. Clear Linux 37930: *** 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. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily8001600240032004000SE +/- 13.38, N = 15SE +/- 2.37, N = 12SE +/- 41.20, N = 3SE +/- 1.32, N = 15SE +/- 3.49, N = 3SE +/- 33.18, N = 3SE +/- 2.91, N = 12SE +/- 25.68, N = 43527.93812.93803.33569.13847.53667.43814.23518.91. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Fedora Server 37: *** 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. Clear Linux 37930: *** 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. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily300K600K900K1200K1500KSE +/- 3348.48, N = 3SE +/- 974.94, N = 3SE +/- 1603.43, N = 3SE +/- 3630.17, N = 3SE +/- 13283.26, N = 3SE +/- 4269.14, N = 3SE +/- 6663.24, N = 3SE +/- 7269.12, N = 378708513894436723451437834120608176520513799297621121. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily300K600K900K1200K1500KSE +/- 26469.97, N = 3SE +/- 9785.85, N = 3SE +/- 18301.88, N = 3SE +/- 1884.87, N = 3SE +/- 5092.03, N = 3SE +/- 14154.71, N = 3SE +/- 313.17, N = 3SE +/- 2849.71, N = 3113717512297271118799123571212089041122855123260211626881. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily510152025SE +/- 0.14, N = 12SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 318.5816.6418.7618.4818.3316.6218.811. (CXX) g++ options: -O3

CockroachDB

Workload: MoVR - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily2004006008001000SE +/- 2.40, N = 3SE +/- 0.95, N = 3SE +/- 0.44, N = 3SE +/- 1.42, N = 3SE +/- 5.50, N = 3SE +/- 2.84, N = 3SE +/- 2.13, N = 3610.8936.3545.8616.1630.0938.4610.7

CockroachDB

Workload: MoVR - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 512Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily2004006008001000SE +/- 0.90, N = 3SE +/- 6.55, N = 3SE +/- 1.45, N = 3SE +/- 1.96, N = 3SE +/- 2.81, N = 3SE +/- 5.72, N = 3SE +/- 4.46, N = 3610.6936.2544.0612.4629.4944.2609.3

CockroachDB

Workload: MoVR - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily2004006008001000SE +/- 1.15, N = 3SE +/- 1.58, N = 3SE +/- 1.08, N = 3SE +/- 1.93, N = 3SE +/- 2.29, N = 3SE +/- 2.08, N = 3SE +/- 1.11, N = 3611.7937.0548.2612.4627.3943.0615.5

CockroachDB

Workload: KV, 10% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily9K18K27K36K45KSE +/- 322.46, N = 15SE +/- 411.94, N = 15SE +/- 453.10, N = 12SE +/- 346.35, N = 15SE +/- 478.03, N = 13SE +/- 372.58, N = 15SE +/- 225.38, N = 1525586.538849.731400.425384.127346.340349.625952.6

CockroachDB

Workload: KV, 10% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 512Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily9K18K27K36K45KSE +/- 323.23, N = 4SE +/- 311.20, N = 10SE +/- 149.58, N = 3SE +/- 245.85, N = 15SE +/- 346.42, N = 3SE +/- 376.04, N = 3SE +/- 248.81, N = 930362.339678.934135.130325.031996.641728.729918.5

CockroachDB

Workload: KV, 50% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily11K22K33K44K55KSE +/- 356.72, N = 15SE +/- 329.62, N = 14SE +/- 201.56, N = 3SE +/- 398.24, N = 15SE +/- 276.53, N = 15SE +/- 660.21, N = 3SE +/- 388.56, N = 1537011.350034.542943.936742.738914.050281.036888.4

CockroachDB

Workload: KV, 50% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 512Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily11K22K33K44K55KSE +/- 263.98, N = 15SE +/- 165.79, N = 3SE +/- 369.59, N = 3SE +/- 309.59, N = 15SE +/- 542.10, N = 3SE +/- 746.00, N = 15SE +/- 406.39, N = 639856.853059.945199.640757.241585.550626.740592.5

CockroachDB

Workload: KV, 60% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily12K24K36K48K60KSE +/- 512.79, N = 3SE +/- 481.43, N = 3SE +/- 428.40, N = 15SE +/- 288.68, N = 3SE +/- 378.91, N = 15SE +/- 404.74, N = 3SE +/- 221.25, N = 340495.954048.544400.841528.642040.455509.540411.5

CockroachDB

Workload: KV, 60% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 512Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily12K24K36K48K60KSE +/- 340.08, N = 15SE +/- 718.51, N = 15SE +/- 339.30, N = 3SE +/- 409.24, N = 3SE +/- 443.86, N = 15SE +/- 777.60, N = 15SE +/- 484.00, N = 543058.354178.349104.146224.344388.552478.243658.3

CockroachDB

Workload: KV, 95% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily14K28K42K56K70KSE +/- 200.15, N = 3SE +/- 628.54, N = 3SE +/- 579.24, N = 3SE +/- 533.57, N = 3SE +/- 648.91, N = 4SE +/- 689.47, N = 5SE +/- 693.98, N = 1556347.265223.350569.856540.756998.065631.155269.9

CockroachDB

Workload: KV, 10% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 1024Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily9K18K27K36K45KSE +/- 241.56, N = 3SE +/- 464.92, N = 3SE +/- 229.36, N = 3SE +/- 234.46, N = 3SE +/- 288.28, N = 3SE +/- 359.00, N = 7SE +/- 286.94, N = 331192.439412.135127.031908.732216.440016.531295.8

CockroachDB

Workload: KV, 50% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 1024Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily11K22K33K44K55KSE +/- 505.70, N = 4SE +/- 683.53, N = 15SE +/- 556.43, N = 15SE +/- 596.51, N = 3SE +/- 289.49, N = 14SE +/- 549.82, N = 3SE +/- 471.90, N = 442428.048074.444065.741466.043601.951644.543281.1

CockroachDB

Workload: KV, 60% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1024Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily12K24K36K48K60KSE +/- 419.66, N = 15SE +/- 976.86, N = 15SE +/- 572.73, N = 3SE +/- 537.91, N = 3SE +/- 465.47, N = 15SE +/- 536.70, N = 3SE +/- 243.57, N = 345989.751501.848661.947174.847082.454120.346316.8

CockroachDB

Workload: KV, 95% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 1024Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily13K26K39K52K65KSE +/- 1556.62, N = 15SE +/- 1322.12, N = 12SE +/- 1404.90, N = 15SE +/- 1825.65, N = 15SE +/- 257.44, N = 3SE +/- 1375.26, N = 15SE +/- 1522.42, N = 1556954.661954.955610.354983.461963.759646.257999.8

MariaDB

Clients: 256

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 256Ubuntu 22.10CentOS Stream 9Fedora Server 37Clear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily140280420560700SE +/- 6.00, N = 8SE +/- 5.27, N = 7SE +/- 1.65, N = 3SE +/- 4.15, N = 3SE +/- 5.58, N = 9SE +/- 6.82, N = 4SE +/- 4.75, N = 9328579451671440632264-shared -lrt -lstdc++-lcrypt -lssl -lcrypto-shared -lrt -lstdc++-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 -shared -lrt -lstdc++-shared -lrt -lstdc++-lcrypt -lssl -lcrypto-shared -lrt -lstdc++1. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -lpthread -lz -ldl -lm

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily400K800K1200K1600K2000KSE +/- 3164.42, N = 3SE +/- 4303.11, N = 3SE +/- 1707.89, N = 3SE +/- 3662.00, N = 3SE +/- 20560.60, N = 3SE +/- 4887.60, N = 3SE +/- 1275.65, N = 3SE +/- 1659.18, N = 38522837768218211808455161957357821279615319851055

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily9K18K27K36K45KSE +/- 212.14, N = 3SE +/- 4.25, N = 3SE +/- 4.46, N = 3SE +/- 5.64, N = 3SE +/- 231.98, N = 3SE +/- 149.18, N = 3SE +/- 194.03, N = 3SE +/- 53.29, N = 344112.244352.643315.743853.443967.244110.843993.243687.81. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)2. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)3. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)4. Debian 12 Testing: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)5. Clear Linux 37930: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)6. Ubuntu 22.04.1 LTS: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)7. AlmaLinux 9.1: OpenSSL 3.0.1 14 Dec 2021 (Library: OpenSSL 3.0.1 14 Dec 2021)8. Ubuntu 23.04 Daily: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

PostgreSQL

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily600K1200K1800K2400K3000KSE +/- 7713.61, N = 3SE +/- 9449.08, N = 3SE +/- 5487.30, N = 3SE +/- 38767.56, N = 3SE +/- 17801.68, N = 3SE +/- 1498.20, N = 3SE +/- 7912.39, N = 3SE +/- 3273.50, N = 329060352776596276059427750732844526292889419890402836480-O2-O2-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily700K1400K2100K2800K3500KSE +/- 23929.05, N = 3SE +/- 30412.80, N = 7SE +/- 26205.32, N = 12SE +/- 33665.26, N = 12SE +/- 31057.60, N = 12SE +/- 34584.41, N = 3SE +/- 9645.20, N = 3SE +/- 28564.90, N = 1232526973226697307579830792653172371323057728287803217488-O2-O2-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-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 WriteUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily15K30K45K60K75KSE +/- 903.13, N = 12SE +/- 886.38, N = 12SE +/- 6441.82, N = 9SE +/- 3703.04, N = 9SE +/- 209.50, N = 3SE +/- 4996.94, N = 12SE +/- 1252.67, N = 12SE +/- 6204.46, N = 91402915656297002135371470303661718429627-O2-O2-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-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 WriteUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily14K28K42K56K70KSE +/- 309.57, N = 12SE +/- 143.18, N = 12SE +/- 142.54, N = 12SE +/- 105.07, N = 3SE +/- 1306.16, N = 12SE +/- 403.41, N = 12SE +/- 208.50, N = 3SE +/- 226.92, N = 12112451234611772915567218108141446210781-O2-O2-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily600K1200K1800K2400K3000KSE +/- 14395.43, N = 3SE +/- 508.56, N = 3SE +/- 30.18, N = 3SE +/- 594.05, N = 3SE +/- 14755.96, N = 3SE +/- 10454.70, N = 3SE +/- 9445.15, N = 3SE +/- 3984.31, N = 32918571.62927055.02872414.22895201.02927136.72922298.52911222.92897377.01. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)2. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)3. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)4. Debian 12 Testing: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)5. Clear Linux 37930: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)6. Ubuntu 22.04.1 LTS: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)7. AlmaLinux 9.1: OpenSSL 3.0.1 14 Dec 2021 (Library: OpenSSL 3.0.1 14 Dec 2021)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 AtomsUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily0.02960.05920.08880.11840.148SE +/- 0.00010, N = 3SE +/- 0.00018, N = 3SE +/- 0.00053, N = 3SE +/- 0.00147, N = 3SE +/- 0.00023, N = 3SE +/- 0.00040, N = 3SE +/- 0.00043, N = 3SE +/- 0.00022, N = 30.128700.129340.131390.129710.128440.128970.128980.12852

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily2004006008001000SE +/- 6.66, N = 3SE +/- 1.15, N = 3SE +/- 2.96, N = 3SE +/- 1.15, N = 3SE +/- 1.76, N = 3SE +/- 6.43, N = 3SE +/- 3.18, N = 3SE +/- 4.41, N = 3862976907858762855978864

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 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 = 3182230132182115185231183

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily60120180240300SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.58, N = 3262274229264199263273264

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily20406080100SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.25, N = 3SE +/- 0.06, N = 3SE +/- 0.25, N = 3SE +/- 0.17, N = 376.797.862.578.255.475.999.477.4

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily20406080100SE +/- 0.36, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.33, N = 3SE +/- 0.17, N = 383.7102.067.482.757.584.0101.085.3

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily306090120150SE +/- 0.58, N = 3SE +/- 0.00, N = 3SE +/- 0.30, N = 3SE +/- 0.33, N = 3SE +/- 0.15, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.58, N = 3113.0129.092.8112.078.1113.0129.0113.0

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily48121620SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 315.315.914.415.512.015.316.115.4

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily100200300400500SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 0.33, N = 3359462268359229355462358

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 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 = 316.818.818.016.716.316.918.316.8

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily20406080100SE +/- 0.20, N = 3SE +/- 0.00, N = 3SE +/- 0.27, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.33, N = 3SE +/- 0.36, N = 387.4101.068.891.062.389.2103.088.6

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily306090120150SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3117.0135.0105.0117.089.5116.0136.0117.0

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily3691215SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 310.707.6710.1010.707.8910.607.8110.70

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily1020304050SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 336.343.730.836.326.736.244.036.9

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily90180270360450SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3330395266330235329390331

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily150300450600750SE +/- 12.66, N = 12SE +/- 6.35, N = 5SE +/- 10.54, N = 15SE +/- 1.88, N = 3SE +/- 1.84, N = 3SE +/- 14.24, N = 12SE +/- 10.76, N = 15SE +/- 9.97, N = 15692.9629.1700.2599.2579.7683.6644.1717.4MIN: 552.39 / MAX: 1130.25MIN: 530.57 / MAX: 985.94MIN: 515.06 / MAX: 1185.79MIN: 501.12 / MAX: 1011.16MIN: 493.92 / MAX: 941.38MIN: 547.6 / MAX: 1057.77MIN: 523.11 / MAX: 982.8MIN: 553.09 / MAX: 1134.89

Renaissance

Test: Random Forest

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily2004006008001000SE +/- 9.21, N = 3SE +/- 5.43, N = 7SE +/- 7.61, N = 7SE +/- 10.96, N = 3SE +/- 4.19, N = 12SE +/- 9.32, N = 3SE +/- 4.76, N = 3SE +/- 7.03, N = 3770.0592.7815.9773.0586.6776.4558.5790.5MIN: 616.18 / MAX: 1004MIN: 527.25 / MAX: 739.58MIN: 683.47 / MAX: 1022MIN: 655.1 / MAX: 940.2MIN: 517.55 / MAX: 716.89MIN: 652.59 / MAX: 958.37MIN: 509.69 / MAX: 670.39MIN: 691.2 / MAX: 1008.1

Renaissance

Test: ALS Movie Lens

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily5K10K15K20K25KSE +/- 192.60, N = 9SE +/- 23.39, N = 3SE +/- 74.67, N = 3SE +/- 158.94, N = 3SE +/- 107.66, N = 3SE +/- 354.66, N = 9SE +/- 13.02, N = 3SE +/- 75.85, N = 321335.16030.58783.220486.18553.220931.56222.78656.8MIN: 18879.72 / MAX: 25695.67MIN: 5918.45 / MAX: 6465.34MIN: 8639.99 / MAX: 10237.18MIN: 20168.69 / MAX: 23895.94MIN: 8074.9 / MAX: 9678.26MIN: 15699.49 / MAX: 26688.78MIN: 6133.36 / MAX: 6692.83MIN: 8412.23 / MAX: 9391.86

Renaissance

Test: Apache Spark ALS

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily10002000300040005000SE +/- 59.28, N = 3SE +/- 5.68, N = 3SE +/- 10.61, N = 3SE +/- 30.43, N = 3SE +/- 15.59, N = 3SE +/- 120.12, N = 12SE +/- 10.26, N = 15SE +/- 21.20, N = 34692.51576.51848.44473.51836.34566.71567.81885.4MIN: 4127.65 / MAX: 5167.1MIN: 1459.6 / MAX: 1753.97MIN: 1638.44 / MAX: 2511.81MIN: 3752.86 / MAX: 4845.97MIN: 1716.22 / MAX: 2144.14MIN: 3034.91 / MAX: 5376.46MIN: 1451.21 / MAX: 1790.76MIN: 1713.19 / MAX: 2263.92

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily2004006008001000SE +/- 7.05, N = 3SE +/- 2.67, N = 3SE +/- 3.27, N = 3SE +/- 3.60, N = 3SE +/- 3.25, N = 15SE +/- 4.20, N = 3SE +/- 6.09, N = 3SE +/- 5.45, N = 3790.7471.8655.1531.5386.3776.6466.5801.0MIN: 421.92 / MAX: 1358.68MIN: 279.75 / MAX: 1172.44MIN: 345.98 / MAX: 897.06MIN: 353.45 / MAX: 893.39MIN: 233.83 / MAX: 914.06MIN: 370.26 / MAX: 2056.29MIN: 268.32 / MAX: 1209.82MIN: 448.17 / MAX: 1485.32

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily7001400210028003500SE +/- 28.02, N = 15SE +/- 21.88, N = 15SE +/- 32.20, N = 15SE +/- 28.78, N = 15SE +/- 22.33, N = 15SE +/- 30.31, N = 15SE +/- 46.36, N = 15SE +/- 40.14, N = 153265.42923.32766.72495.02504.13256.12707.53232.2MIN: 2655.41 / MAX: 3881.15MIN: 2403.03 / MAX: 3206.49MIN: 2189.29 / MAX: 3157.41MIN: 2080.31 / MAX: 2753.19MIN: 2036.9 / MAX: 2708.22MIN: 2594.73 / MAX: 3671.84MIN: 2185.92 / MAX: 3234.71MIN: 2492.09 / MAX: 3735.15

Renaissance

Test: Finagle HTTP Requests

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily3K6K9K12K15KSE +/- 50.48, N = 3SE +/- 58.98, N = 3SE +/- 35.06, N = 3SE +/- 36.81, N = 3SE +/- 95.81, N = 7SE +/- 38.81, N = 3SE +/- 84.50, N = 3SE +/- 51.64, N = 312720.912286.411080.710566.410729.912938.012071.312532.5MIN: 11580.19 / MAX: 12819.18MIN: 11309.31 / MAX: 12381.79MIN: 9893.27 / MAX: 11796.43MIN: 9521.61 / MAX: 10826.11MIN: 9571 / MAX: 11088.25MIN: 11648.8 / MAX: 13268.16MIN: 11102.8 / MAX: 12331.39MIN: 11354.49 / MAX: 12628.71

Renaissance

Test: Akka Unbalanced Cobwebbed Tree

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily7K14K21K28K35KSE +/- 188.80, N = 3SE +/- 307.26, N = 5SE +/- 334.94, N = 4SE +/- 303.55, N = 9SE +/- 250.28, N = 3SE +/- 85.24, N = 3SE +/- 232.06, N = 3SE +/- 211.64, N = 332544.928716.632435.530060.129149.732726.929015.732799.7MIN: 24552.33 / MAX: 32901.57MIN: 18893.22 / MAX: 29553.21MIN: 23254.6 / MAX: 33407.51MIN: 19952.2 / MAX: 31118.56MIN: 18342.43 / MAX: 29534.78MIN: 24461.12 / MAX: 32885.5MIN: 18784.03 / MAX: 29270.71MIN: 24526.39 / MAX: 33182.63

Renaissance

Test: Genetic Algorithm Using Jenetics + Futures

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Genetic Algorithm Using Jenetics + FuturesUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily6001200180024003000SE +/- 9.65, N = 3SE +/- 11.25, N = 15SE +/- 19.72, N = 3SE +/- 31.39, N = 3SE +/- 6.84, N = 3SE +/- 19.04, N = 3SE +/- 26.01, N = 15SE +/- 38.74, N = 32878.01691.02798.52987.61666.22827.91627.82957.9MIN: 2703.32 / MAX: 2993.07MIN: 1444.06 / MAX: 1851.47MIN: 2498.74 / MAX: 3163.59MIN: 2639.99 / MAX: 3257.24MIN: 1597.23 / MAX: 1783.99MIN: 2599.79 / MAX: 2975.44MIN: 1456.05 / MAX: 1859.94MIN: 2729.58 / MAX: 3162.25

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: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily5001000150020002500SE +/- 36.42, N = 15SE +/- 7.09, N = 3SE +/- 43.12, N = 12SE +/- 1.46, N = 3SE +/- 9.99, N = 15SE +/- 38.18, N = 15SE +/- 13.53, N = 11SE +/- 37.98, N = 152187.431834.632105.291878.591042.811988.411835.812303.13MIN: 1887.97MIN: 1815.46MIN: 1721.05MIN: 1840.93-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 914.17MIN: 1627.92MIN: 1779.85MIN: 2050.411. (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: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily6001200180024003000SE +/- 37.19, N = 3SE +/- 13.20, N = 3SE +/- 44.40, N = 15SE +/- 34.43, N = 15SE +/- 1.50, N = 3SE +/- 75.73, N = 15SE +/- 4.51, N = 3SE +/- 42.67, N = 152819.872044.142445.172073.381387.812298.781996.282624.72MIN: 2632.58MIN: 2012.73MIN: 2084.26MIN: 1806.58-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 1342.59MIN: 1453.94MIN: 1972.05MIN: 2351.581. (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: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily5001000150020002500SE +/- 37.53, N = 12SE +/- 13.72, N = 3SE +/- 50.07, N = 15SE +/- 45.52, N = 12SE +/- 3.82, N = 3SE +/- 328.68, N = 12SE +/- 25.13, N = 3SE +/- 34.19, N = 152216.451812.702068.171861.541018.522257.701860.392246.93MIN: 1956.5MIN: 1778.43MIN: 1616.01MIN: 1396.7-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 988.36MIN: 1578.18MIN: 1788.09MIN: 1818.181. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

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: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily6001200180024003000SE +/- 30.01, N = 15SE +/- 5.15, N = 3SE +/- 49.58, N = 15SE +/- 330.50, N = 12SE +/- 14.36, N = 3SE +/- 35.26, N = 12SE +/- 14.74, N = 3SE +/- 102.73, N = 122711.972024.982520.372403.101375.582468.482008.742580.40MIN: 2500.56MIN: 2003.52MIN: 2153.34MIN: 1739.33-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 1302.28MIN: 2260.96MIN: 1967.99MIN: 1501.821. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

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 LatencyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily0.02840.05680.08520.11360.142SE +/- 0.000, N = 3SE +/- 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 = 30.0860.0900.0910.0900.0880.0850.1260.088-O2-O2-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-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 LatencyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily0.03980.07960.11940.15920.199SE +/- 0.001, N = 3SE +/- 0.001, N = 7SE +/- 0.001, N = 12SE +/- 0.002, N = 12SE +/- 0.002, N = 12SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 120.1540.1550.1630.1630.1580.1550.1770.156-O2-O2-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

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 LatencyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily1224364860SE +/- 1.200, N = 12SE +/- 0.471, N = 12SE +/- 0.513, N = 12SE +/- 0.628, N = 3SE +/- 0.131, N = 12SE +/- 1.671, N = 12SE +/- 0.496, N = 3SE +/- 0.983, N = 1244.82840.55942.54254.6317.46646.91934.58846.603-O2-O2-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily2004006008001000SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 0.50, N = 3SE +/- 0.24, N = 3SE +/- 0.71, N = 3SE +/- 0.46, N = 3SE +/- 0.17, N = 3471.17471.76477.15469.611000.67479.36470.93-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 409.16 / MAX: 595.01-pie -ldl - MIN: 457.05 / MAX: 512.99-pie -ldl - MIN: 442.5 / MAX: 604.18-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 410.03 / MAX: 556.62-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 829.71 / MAX: 2017.93-pie -ldl - MIN: 403.93 / MAX: 649.05-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

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily5001000150020002500SE +/- 3.25, N = 3SE +/- 0.53, N = 3SE +/- 4.48, N = 3SE +/- 0.48, N = 3SE +/- 15.52, N = 15SE +/- 0.35, N = 3SE +/- 18.02, N = 31266.30886.891322.86881.352306.25890.641258.84-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 829.67 / MAX: 2001.08-pie -ldl - MIN: 734.54 / MAX: 1028.62-pie -ldl - MIN: 853.35 / MAX: 2120.83-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 736.23 / MAX: 1078.11-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 1200.15 / MAX: 9645.46-pie -ldl - MIN: 732.75 / MAX: 1130.43-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: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily5001000150020002500SE +/- 5.19, N = 3SE +/- 0.66, N = 3SE +/- 4.57, N = 3SE +/- 0.04, N = 3SE +/- 16.30, N = 12SE +/- 0.92, N = 3SE +/- 7.71, N = 31262.75889.891332.04882.442287.29895.201264.27-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 872.27 / MAX: 1983.4-pie -ldl - MIN: 773.74 / MAX: 1094.62-pie -ldl - MIN: 835.26 / MAX: 2178.64-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 745.32 / MAX: 1079.53-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 1166.2 / MAX: 10099.95-pie -ldl - MIN: 761.23 / MAX: 1121.09-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

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily816243240SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 36.496.516.626.5134.596.656.50-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.26 / MAX: 80.04-pie -ldl - MIN: 5.5 / MAX: 35.37-pie -ldl - MIN: 5.24 / MAX: 87.52-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.51 / MAX: 47.52-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.25 / MAX: 206.39-pie -ldl - MIN: 5.42 / MAX: 42.47-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

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily110220330440550SE +/- 0.10, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.24, N = 3SE +/- 0.54, N = 3SE +/- 0.06, N = 3SE +/- 0.60, N = 3250.59251.14253.35250.79508.97255.02250.97-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 210.49 / MAX: 338.49-pie -ldl - MIN: 208.19 / MAX: 281.71-pie -ldl - MIN: 212.96 / MAX: 347.54-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 211.8 / MAX: 317.39-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 248.1 / MAX: 675.51-pie -ldl - MIN: 211.78 / MAX: 296.67-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

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 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 = 34.364.364.424.3610.884.454.36-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.56 / MAX: 52.94-pie -ldl - MIN: 3.56 / MAX: 29.67-pie -ldl - MIN: 3.59 / MAX: 71.8-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.67 / MAX: 41.4-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.66 / MAX: 142.97-pie -ldl - MIN: 3.77 / MAX: 37.53-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.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 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 = 34.864.884.934.8623.344.984.87-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.06 / MAX: 35.72-pie -ldl - MIN: 3.99 / MAX: 44.64-pie -ldl - MIN: 4.21 / MAX: 45.76-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.18 / MAX: 33.27-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.03 / MAX: 99.61-pie -ldl - MIN: 4.3 / MAX: 45.46-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: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily20406080100SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.70, N = 15SE +/- 0.05, N = 3SE +/- 0.08, N = 349.7750.4750.7950.25102.4350.8450.36-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 37.14 / MAX: 245.66-pie -ldl - MIN: 37.65 / MAX: 133.01-pie -ldl - MIN: 40.6 / MAX: 252.39-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 38.07 / MAX: 138.01-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 36.82 / MAX: 2102.06-pie -ldl - MIN: 38.33 / MAX: 99.89-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: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily3691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.47, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 39.9610.0510.089.9611.4710.209.96-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 7.95 / MAX: 38.29-pie -ldl - MIN: 8.3 / MAX: 70.82-pie -ldl - MIN: 8.17 / MAX: 56.46-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 7.96 / MAX: 50.91-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.22 / MAX: 92.3-pie -ldl - MIN: 8.68 / MAX: 59.99-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

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily612182430SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.27, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 35.295.295.415.2123.145.405.26-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.85 / MAX: 52.21-pie -ldl - MIN: 4.51 / MAX: 42.82-pie -ldl - MIN: 4.89 / MAX: 64.11-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.71 / MAX: 32.29-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.17 / MAX: 142.45-pie -ldl - MIN: 4.72 / MAX: 38.3-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

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily0.28350.5670.85051.1341.4175SE +/- 0.01, N = 3SE +/- 0.00, N = 4SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 4SE +/- 0.00, N = 15SE +/- 0.00, N = 30.900.550.910.901.260.540.90-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.5 / MAX: 45.32-pie -ldl - MIN: 0.5 / MAX: 28.36-pie -ldl - MIN: 0.51 / MAX: 45.62-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.5 / MAX: 13.85-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.31 / MAX: 93.85-pie -ldl - MIN: 0.5 / MAX: 25.8-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: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily0.46130.92261.38391.84522.3065SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.180.981.211.192.050.931.19-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.85 / MAX: 40.59-pie -ldl - MIN: 0.86 / MAX: 20.91-pie -ldl - MIN: 0.85 / MAX: 37.6-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.85 / MAX: 17.66-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.48 / MAX: 94.69-pie -ldl - MIN: 0.84 / MAX: 26.14-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

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily16003200480064008000SE +/- 88.67, N = 4SE +/- 73.81, N = 20SE +/- 58.77, N = 7SE +/- 47.58, N = 8SE +/- 36.02, N = 6SE +/- 106.17, N = 20SE +/- 84.55, N = 20SE +/- 72.15, N = 2071764212626453873564631935697320

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily8001600240032004000SE +/- 9.21, N = 4SE +/- 8.11, N = 4SE +/- 2.60, N = 4SE +/- 15.30, N = 4SE +/- 10.85, N = 4SE +/- 4.07, N = 4SE +/- 11.41, N = 4SE +/- 13.63, N = 435053334357233353120346332543489

WireGuard + Linux Networking Stack Stress Test

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily80160240320400SE +/- 2.72, N = 3SE +/- 1.38, N = 3SE +/- 3.56, N = 3SE +/- 4.66, N = 3SE +/- 0.50, N = 3SE +/- 1.28, N = 3SE +/- 3.89, N = 4SE +/- 3.46, N = 3387.54324.45358.35372.29256.59350.92322.06387.41

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily612182430SE +/- 0.16, N = 15SE +/- 0.12, N = 13SE +/- 0.15, N = 14SE +/- 0.17, N = 12SE +/- 0.15, N = 13SE +/- 0.13, N = 14SE +/- 0.22, N = 725.5618.0922.3123.2718.2119.1124.27

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigUbuntu 22.10Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSUbuntu 23.04 Daily4080120160200SE +/- 0.34, N = 3SE +/- 1.58, N = 3SE +/- 0.72, N = 3SE +/- 0.49, N = 3SE +/- 0.63, N = 3144.34162.90129.27134.44127.48

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileUbuntu 22.10CentOS Stream 9Debian 12 TestingUbuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily20406080100SE +/- 0.35, N = 3SE +/- 0.51, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.18, N = 3100.0677.9996.0577.8777.87100.04

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-OnlyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily510152025SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 321.1320.5621.4520.5220.6021.1820.9620.79

Numenta Anomaly Benchmark

Detector: KNN CAD

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: KNN CADUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily20406080100SE +/- 0.69, N = 3SE +/- 0.42, N = 3SE +/- 0.16, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.74, N = 3SE +/- 0.67, N = 3SE +/- 0.82, N = 382.1474.0570.8381.8566.4883.9069.3571.51

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily3691215SE +/- 0.118, N = 3SE +/- 0.016, N = 3SE +/- 0.122, N = 3SE +/- 0.032, N = 3SE +/- 0.061, N = 3SE +/- 0.070, N = 3SE +/- 0.058, N = 3SE +/- 0.025, N = 310.0559.96910.37110.4369.90210.00110.89010.414

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily1.14262.28523.42784.57045.713SE +/- 0.061, N = 3SE +/- 0.030, N = 3SE +/- 0.011, N = 3SE +/- 0.027, N = 3SE +/- 0.021, N = 3SE +/- 0.059, N = 3SE +/- 0.019, N = 3SE +/- 0.050, N = 34.8504.3224.1235.0783.7404.9074.0954.199

Numenta Anomaly Benchmark

Detector: Earthgecko Skyline

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily1530456075SE +/- 0.59, N = 3SE +/- 0.27, N = 3SE +/- 0.18, N = 3SE +/- 0.25, N = 3SE +/- 0.44, N = 3SE +/- 0.61, N = 3SE +/- 0.37, N = 3SE +/- 0.38, N = 366.7967.7059.5165.1054.2164.9164.4160.41

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily510152025SE +/- 0.09, N = 3SE +/- 0.20, N = 7SE +/- 0.11, N = 15SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 15SE +/- 0.11, N = 15SE +/- 0.09, N = 316.6322.3815.0316.7018.3316.8518.7820.02

Numenta Anomaly Benchmark

Detector: Contextual Anomaly Detector OSE

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSEUbuntu 22.10CentOS Stream 9Fedora Server 37Debian 12 TestingClear Linux 37930Ubuntu 22.04.1 LTSAlmaLinux 9.1Ubuntu 23.04 Daily1122334455SE +/- 0.06, N = 3SE +/- 0.48, N = 3SE +/- 0.08, N = 3SE +/- 0.37, N = 3SE +/- 0.02, N = 3SE +/- 0.39, N = 4SE +/- 0.56, N = 3SE +/- 0.15, N = 338.4246.5432.7838.3429.5637.8847.8438.21


Phoronix Test Suite v10.8.5