AMD EPYC Genoa Linux Distro Benchmarks

Benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2301039-NE-2301028NE28
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Timed Code Compilation 2 Tests
C/C++ Compiler Tests 4 Tests
CPU Massive 12 Tests
Creator Workloads 8 Tests
Database Test Suite 3 Tests
Game Development 3 Tests
HPC - High Performance Computing 5 Tests
Java 2 Tests
Common Kernel Benchmarks 2 Tests
Machine Learning 3 Tests
Molecular Dynamics 2 Tests
Multi-Core 15 Tests
NVIDIA GPU Compute 2 Tests
Intel oneAPI 6 Tests
Programmer / Developer System Benchmarks 4 Tests
Python 3 Tests
Renderers 2 Tests
Scientific Computing 2 Tests
Server 4 Tests
Server CPU Tests 12 Tests
Single-Threaded 2 Tests

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  Test
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AlmaLinux 9.1
January 01 2023
  11 Hours, 14 Minutes
CentOS Stream 9
December 27 2022
  12 Hours, 50 Minutes
Clear Linux 37930
December 31 2022
  6 Hours, 36 Minutes
Debian 12 Testing
December 29 2022
  12 Hours, 41 Minutes
Fedora Server 37
December 28 2022
  12 Hours, 59 Minutes
Ubuntu 22.04.1 LTS
December 31 2022
  17 Hours, 19 Minutes
Ubuntu 22.10
December 24 2022
  14 Hours, 51 Minutes
Ubuntu 23.04 Daily
January 02 2023
  14 Hours, 45 Minutes
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  12 Hours, 54 Minutes

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AMD EPYC Genoa Linux Distro BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionVulkanAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads)AMD Titanite_4G (RTI1002E BIOS)AMD Device 14a41520GB800GB INTEL SSDPF21Q800GBASPEEDVGA HDMIBroadcom NetXtreme BCM5720 PCIeAlmaLinux 9.15.14.0-162.6.1.el9_1.x86_64 (x86_64)GNOME Shell 40.10X Server 1.20.11GCC 11.3.1 20220421xfs1600x1200CentOS Stream 95.14.0-214.el9.x86_64 (x86_64)GCC 11.3.1 202211211920x1080800GB INTEL SSDPF21Q800GB + 15GB Ultra USB 3.0Clear Linux OS 379306.1.1-1229.native (x86_64)X ServerGCC 12.2.1 20221229 releases/gcc-12.2.0-321-g4f1ece58a7 + Clang 15.0.4 + LLVM 15.0.4ext4640x4802 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads)800GB INTEL SSDPF21Q800GBDebian6.0.0-6-amd64 (x86_64)GNOME Shell 43.1X Server 1.21.1.51.3.224GCC 12.2.0800x600VGA HDMIFedora Linux 376.0.15-300.fc37.x86_64 (x86_64)GCC 12.2.1 20221121xfs640x480Ubuntu 22.045.15.0-56-generic (x86_64)1.2.204GCC 11.3.0ext41600x12002 x AMD EPYC 9654 96-Core (192 Cores / 384 Threads)Ubuntu 22.105.19.0-26-generic (x86_64)GNOME Shell 43.0X Server 1.21.1.41.3.224GCC 12.2.0 + Clang 15.0.2-11920x10802 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads)Ubuntu 23.045.19.0-21-generic (x86_64)GNOME Shell 43.1GCC 12.2.0OpenBenchmarking.orgKernel Details- AlmaLinux 9.1: Transparent Huge Pages: always- CentOS Stream 9: Transparent Huge Pages: always- Clear Linux 37930: Transparent Huge Pages: always- Debian 12 Testing: Transparent Huge Pages: always- Fedora Server 37: Transparent Huge Pages: madvise- Ubuntu 22.04.1 LTS: Transparent Huge Pages: madvise- Ubuntu 22.10: Transparent Huge Pages: madvise- Ubuntu 23.04 Daily: Transparent Huge Pages: madviseCompiler Details- AlmaLinux 9.1: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl- CentOS Stream 9: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl- Clear Linux 37930: --build=x86_64-generic-linux --disable-libmpx --disable-libunwind-exceptions --disable-multiarch --disable-vtable-verify --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-clocale=gnu --enable-default-pie --enable-gnu-indirect-function --enable-gnu-indirect-function --enable-host-shared --enable-languages=c,c++,fortran,go,jit --enable-ld=default --enable-libstdcxx-pch --enable-linux-futex --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=x86-64-v3 --with-gcc-major-version-only --with-glibc-version=2.35 --with-gnu-ld --with-isl --with-pic --with-ppl=yes --with-tune=sapphirerapids --with-zstd - Debian 12 Testing: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-w47ffq/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-w47ffq/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Fedora Server 37: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-multilib --enable-offload-defaulted --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver- Ubuntu 22.04.1 LTS: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-xKiWfi/gcc-11-11.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-xKiWfi/gcc-11-11.3.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Ubuntu 22.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Ubuntu 23.04 Daily: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-l0Aoyl/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-l0Aoyl/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- AlmaLinux 9.1: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110d- CentOS Stream 9: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110d- Clear Linux 37930: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110d- Debian 12 Testing: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- Fedora Server 37: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- Ubuntu 22.04.1 LTS: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- Ubuntu 22.10: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- Ubuntu 23.04 Daily: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110dJava Details- AlmaLinux 9.1: OpenJDK Runtime Environment (Red_Hat-11.0.17.0.8-2.el9_0) (build 11.0.17+8-LTS)- CentOS Stream 9: OpenJDK Runtime Environment (Red_Hat-11.0.17.0.8-2.el9) (build 11.0.17+8-LTS)- Clear Linux 37930: OpenJDK Runtime Environment (build 18.0.2-internal+0-adhoc.mockbuild.corretto-18-18.0.2.9.1)- Debian 12 Testing: OpenJDK Runtime Environment (build 17.0.5+8-Debian-2)- Fedora Server 37: OpenJDK Runtime Environment (Red_Hat-17.0.5.0.8-1.fc37) (build 17.0.5+8)- Ubuntu 22.04.1 LTS: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu222.04)- Ubuntu 22.10: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)- Ubuntu 23.04 Daily: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)Python Details- AlmaLinux 9.1: Python 3.9.14- CentOS Stream 9: Python 3.9.16- Clear Linux 37930: Python 3.11.0- Debian 12 Testing: Python 3.10.9- Fedora Server 37: Python 3.11.1- Ubuntu 22.04.1 LTS: Python 3.10.6- Ubuntu 22.10: Python 3.10.7- Ubuntu 23.04 Daily: Python 3.10.9Security Details- AlmaLinux 9.1: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- CentOS Stream 9: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- Clear Linux 37930: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- Debian 12 Testing: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- Fedora Server 37: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- Ubuntu 22.04.1 LTS: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- Ubuntu 22.10: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- Ubuntu 23.04 Daily: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affectedEnvironment Details- Clear Linux 37930: FFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z,now -Wl,-z,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,--enable-new-dtags" CXXFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z,now -Wl,-z,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -mrelax-cmpxchg-loop -fvisibility-inlines-hidden -Wl,--enable-new-dtags -std=gnu++17" FCFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z,now -Wl,-z,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,-sort-common -Wl,--enable-new-dtags" CFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z,now -Wl,-z,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -mrelax-cmpxchg-loop" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx""

AlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 DailyResult OverviewPhoronix Test Suite100%155%209%264%318%PHPBenchPostgreSQLoneDNNRenaissanceSVT-AV1PyPerformance7-Zip CompressionWireGuard + Linux Networking Stack Stress TestDaCapo BenchmarkZstd CompressionOSPRayPyBenchNumenta Anomaly BenchmarkOpenVKLIntel Open Image DenoiseBlenderNAMDOpenSSL

AMD EPYC Genoa Linux Distro Benchmarkswireguard: namd: ATPase Simulation - 327,506 Atomsdacapobench: H2dacapobench: Jythonrenaissance: 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 + Futurescompress-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 Speedembree: 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-7zip: Compression Ratingcompress-7zip: Decompression Ratingbuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-nodejs: Time To Compileonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUopenssl: openssl: cockroach: 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 - 1024gromacs: MPI CPU - water_GMX50_baremysqlslap: 256pgbench: 100 - 250 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlypgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 250 - Read Writepgbench: 100 - 500 - Read Writepgbench: 100 - 500 - Read Write - Average Latencyblender: Classroom - CPU-Onlyopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUpybench: Total For Average Test Timespyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonnumenta-nab: KNN CADnumenta-nab: Relative Entropynumenta-nab: Windowed Gaussiannumenta-nab: Earthgecko Skylinenumenta-nab: Bayesian Changepointnumenta-nab: Contextual Anomaly Detector OSEphpbench: PHP Benchmark SuiteAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily322.0610.1289835693254644.1558.56222.71567.8466.52707.512071.329015.71627.84868.24668.4109.73874.51065.85031.551.03814.2181.2009212.677393.353245.050234.6923.071.431311224.0431379929123260219.11377.8721835.811996.281860.392008.7443993.22911222.9938.4944.2943.040349.641728.750281.050626.755509.552478.265631.140016.551644.554120.359646.216.61663219890400.12628287800.177171841446234.58820.9699.79479.3653.57890.6453.32895.207199.626.65187.82255.0210757.344.459599.104.98942.5550.8418714.4210.208858.695.4088671.560.5480966.740.9397823127399.410112916.146218.31031367.814439069.35310.8904.09564.40818.78147.842615319324.4540.1293442123334629.1592.76030.51576.5471.82923.312286.428716.61691.04900.74679.9113.53901.1970.35013.355.23812.9180.7475212.745894.264263.551226.8033.011.401316227.2051389443122972718.08577.9941834.632044.141812.702024.9844352.62927055.0936.3936.2937.038849.739678.950034.553059.954048.554178.365223.339412.148074.451501.861954.916.63957927765960.09032266970.155156561234640.55920.56101.65471.7653.87886.8953.71889.897358.646.51190.76251.1410981.964.369793.554.88949.6250.4718953.4410.059059.495.29142443.100.55115292.430.9897623027497.810212915.946218.81011357.6743.739574.0469.9694.32267.69522.37946.541776821256.5920.1284435643120579.7586.68553.21836.3386.32504.110729.929149.71666.24891.04640.4115.73840.01065.74993.355.73847.5180.0090211.499995.458264.958258.3283.071.421320229.004120608112089041042.8071387.811018.521375.5843967.22927136.767128445260.08831723710.15871470672187.46620.6076211519955.457.578.11222916.362.389.57.8926.723566.4799.9023.74054.20618.33129.5591957357372.2920.1297153873335599.2773.020486.14473.5531.52495.010566.430060.12987.64359.54237.298.03521.2653.14579.942.73569.1181.3387213.155166.991178.356160.1543.401.611314175.2641437834123571223.273129.26696.0501878.592073.381861.542403.1043853.42895201.0616.1612.4612.425384.130325.036742.740757.241528.646224.356540.731908.741466.047174.854983.418.47627750730.09030792650.16321353915554.63120.52102.03469.6154.15881.3554.09882.447356.966.51191.05250.7910996.314.369838.824.86954.2950.2519174.549.969192.355.21149915.990.90117428.871.1985818226478.282.711215.535916.791.011710.736.333081.84510.4365.07865.10416.70238.344845516358.3480.1313962643572700.2815.98783.21848.4655.12766.711080.732435.52798.54326.44421.596.13714.5644.74749.343.03803.3177.7106208.984866.381167.151155.2083.071.451258174.943672345111879922.314162.9032105.292445.172068.172520.3743315.72872414.2545.8544.0548.231400.434135.142943.945199.644400.849104.150569.835127.044065.748661.955610.318.75945127605940.09130757980.163297001177242.54221.45100.47477.1536.041322.8635.761332.047232.286.62189.09253.3510836.104.429708.744.93943.6950.7918954.9110.088867.055.41146533.100.91116674.851.2190713222962.567.492.814.426818.068.810510.130.826670.83010.3714.12359.50515.02632.783821180350.9210.1289763193463683.6776.420931.54566.7776.63256.112938.032726.92827.94080.54192.590.23668.8220.44404.737.93667.467.326176.735159.4083.441.631502177.478765205112285518.213134.44077.8681988.412298.782257.702468.4844110.82922298.5630.0629.4627.327346.331996.638914.041585.542040.444388.556998.032216.443601.947082.461963.718.33444029288940.08532305770.155303661081446.91921.1895.451000.6741.212306.2541.522287.292774.2234.59187.90508.978815.4510.884120.4723.34936.93102.4316933.3111.474147.7423.14119149.061.2684183.912.0585518526375.984.011315.335516.989.211610.636.232983.90310.0014.90764.90816.85437.876821279387.5390.1287071763505692.9770.021335.14692.5790.73265.412720.932544.92878.04220.74181.986.53468.8676.74460.839.73527.9182.3976211.749866.256182.030164.0003.441.651285174.316787085113717525.557144.342100.0602187.432819.872216.452711.9744112.22918571.6610.8610.6611.725586.530362.337011.339856.840495.943058.356347.231192.442428.045989.756954.618.57632829060350.08632526970.154140291124544.82821.13101.66471.1737.611266.3037.751262.757384.356.49191.17250.5910984.864.369845.214.86963.3549.7719163.479.969052.635.29149753.690.90119916.921.1886218226276.783.711315.335916.887.411710.736.333082.13810.0554.85066.78616.62638.421852283387.4060.1285273203489717.4790.58656.81885.4801.03232.212532.532799.72957.94047.04163.988.33469.7677.94562.339.83518.9179.0246212.473067.188176.821159.5873.491.661300175.570762112116268824.269127.482100.0372303.132624.722246.932580.4043687.82897377.0610.7609.3615.525952.629918.536888.440592.540411.543658.355269.931295.843281.146316.857999.818.80626428364800.08832174880.156296271078146.60320.79101.81470.9337.871258.8437.721264.277374.756.50190.87250.9710974.404.369839.804.87952.1450.3619150.029.969105.675.26150255.940.9118531.231.1986418326477.485.311315.435816.888.611710.736.933171.50510.4144.19960.40820.01938.212851055OpenBenchmarking.org

WireGuard + Linux Networking Stack Stress Test

This is a benchmark of the WireGuard secure VPN tunnel and Linux networking stack stress test. The test runs on the local host but does require root permissions to run. The way it works is it creates three namespaces. ns0 has a loopback device. ns1 and ns2 each have wireguard devices. Those two wireguard devices send traffic through the loopback device of ns0. The end result of this is that tests wind up testing encryption and decryption at the same time -- a pretty CPU and scheduler-heavy workflow. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestClear Linux 37930AlmaLinux 9.1CentOS Stream 9Ubuntu 22.04.1 LTSFedora Server 37Debian 12 TestingUbuntu 23.04 DailyUbuntu 22.1080160240320400SE +/- 0.50, N = 3SE +/- 3.89, N = 4SE +/- 1.38, N = 3SE +/- 1.28, N = 3SE +/- 3.56, N = 3SE +/- 4.66, N = 3SE +/- 3.46, N = 3SE +/- 2.72, N = 3256.59322.06324.45350.92358.35372.29387.41387.54

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsClear Linux 37930Ubuntu 23.04 DailyUbuntu 22.10Ubuntu 22.04.1 LTSAlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 370.02960.05920.08880.11840.148SE +/- 0.00023, N = 3SE +/- 0.00022, N = 3SE +/- 0.00010, N = 3SE +/- 0.00040, N = 3SE +/- 0.00043, N = 3SE +/- 0.00018, N = 3SE +/- 0.00147, N = 3SE +/- 0.00053, N = 30.128440.128520.128700.128970.128980.129340.129710.13139

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Clear Linux 37930AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily16003200480064008000SE +/- 36.02, N = 6SE +/- 84.55, N = 20SE +/- 73.81, N = 20SE +/- 47.58, N = 8SE +/- 58.77, N = 7SE +/- 106.17, N = 20SE +/- 88.67, N = 4SE +/- 72.15, N = 2035643569421253876264631971767320

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonClear Linux 37930AlmaLinux 9.1CentOS Stream 9Debian 12 TestingUbuntu 22.04.1 LTSUbuntu 23.04 DailyUbuntu 22.10Fedora Server 378001600240032004000SE +/- 10.85, N = 4SE +/- 11.41, N = 4SE +/- 8.11, N = 4SE +/- 15.30, N = 4SE +/- 4.07, N = 4SE +/- 13.63, N = 4SE +/- 9.21, N = 4SE +/- 2.60, N = 431203254333433353463348935053572

Renaissance

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyClear Linux 37930Debian 12 TestingCentOS Stream 9AlmaLinux 9.1Ubuntu 22.04.1 LTSUbuntu 22.10Fedora Server 37Ubuntu 23.04 Daily150300450600750SE +/- 1.84, N = 3SE +/- 1.88, N = 3SE +/- 6.35, N = 5SE +/- 10.76, N = 15SE +/- 14.24, N = 12SE +/- 12.66, N = 12SE +/- 10.54, N = 15SE +/- 9.97, N = 15579.7599.2629.1644.1683.6692.9700.2717.4MIN: 493.92 / MAX: 941.38MIN: 501.12 / MAX: 1011.16MIN: 530.57 / MAX: 985.94MIN: 523.11 / MAX: 982.8MIN: 547.6 / MAX: 1057.77MIN: 552.39 / MAX: 1130.25MIN: 515.06 / MAX: 1185.79MIN: 553.09 / MAX: 1134.89

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestAlmaLinux 9.1Clear Linux 37930CentOS Stream 9Ubuntu 22.10Debian 12 TestingUbuntu 22.04.1 LTSUbuntu 23.04 DailyFedora Server 372004006008001000SE +/- 4.76, N = 3SE +/- 4.19, N = 12SE +/- 5.43, N = 7SE +/- 9.21, N = 3SE +/- 10.96, N = 3SE +/- 9.32, N = 3SE +/- 7.03, N = 3SE +/- 7.61, N = 7558.5586.6592.7770.0773.0776.4790.5815.9MIN: 509.69 / MAX: 670.39MIN: 517.55 / MAX: 716.89MIN: 527.25 / MAX: 739.58MIN: 616.18 / MAX: 1004MIN: 655.1 / MAX: 940.2MIN: 652.59 / MAX: 958.37MIN: 691.2 / MAX: 1008.1MIN: 683.47 / MAX: 1022

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensCentOS Stream 9AlmaLinux 9.1Clear Linux 37930Ubuntu 23.04 DailyFedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSUbuntu 22.105K10K15K20K25KSE +/- 23.39, N = 3SE +/- 13.02, N = 3SE +/- 107.66, N = 3SE +/- 75.85, N = 3SE +/- 74.67, N = 3SE +/- 158.94, N = 3SE +/- 354.66, N = 9SE +/- 192.60, N = 96030.56222.78553.28656.88783.220486.120931.521335.1MIN: 5918.45 / MAX: 6465.34MIN: 6133.36 / MAX: 6692.83MIN: 8074.9 / MAX: 9678.26MIN: 8412.23 / MAX: 9391.86MIN: 8639.99 / MAX: 10237.18MIN: 20168.69 / MAX: 23895.94MIN: 15699.49 / MAX: 26688.78MIN: 18879.72 / MAX: 25695.67

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Fedora Server 37Ubuntu 23.04 DailyDebian 12 TestingUbuntu 22.04.1 LTSUbuntu 22.1010002000300040005000SE +/- 10.26, N = 15SE +/- 5.68, N = 3SE +/- 15.59, N = 3SE +/- 10.61, N = 3SE +/- 21.20, N = 3SE +/- 30.43, N = 3SE +/- 120.12, N = 12SE +/- 59.28, N = 31567.81576.51836.31848.41885.44473.54566.74692.5MIN: 1451.21 / MAX: 1790.76MIN: 1459.6 / MAX: 1753.97MIN: 1716.22 / MAX: 2144.14MIN: 1638.44 / MAX: 2511.81MIN: 1713.19 / MAX: 2263.92MIN: 3752.86 / MAX: 4845.97MIN: 3034.91 / MAX: 5376.46MIN: 4127.65 / MAX: 5167.1

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesClear Linux 37930AlmaLinux 9.1CentOS Stream 9Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily2004006008001000SE +/- 3.25, N = 15SE +/- 6.09, N = 3SE +/- 2.67, N = 3SE +/- 3.60, N = 3SE +/- 3.27, N = 3SE +/- 4.20, N = 3SE +/- 7.05, N = 3SE +/- 5.45, N = 3386.3466.5471.8531.5655.1776.6790.7801.0MIN: 233.83 / MAX: 914.06MIN: 268.32 / MAX: 1209.82MIN: 279.75 / MAX: 1172.44MIN: 353.45 / MAX: 893.39MIN: 345.98 / MAX: 897.06MIN: 370.26 / MAX: 2056.29MIN: 421.92 / MAX: 1358.68MIN: 448.17 / MAX: 1485.32

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankDebian 12 TestingClear Linux 37930AlmaLinux 9.1Fedora Server 37CentOS Stream 9Ubuntu 23.04 DailyUbuntu 22.04.1 LTSUbuntu 22.107001400210028003500SE +/- 28.78, N = 15SE +/- 22.33, N = 15SE +/- 46.36, N = 15SE +/- 32.20, N = 15SE +/- 21.88, N = 15SE +/- 40.14, N = 15SE +/- 30.31, N = 15SE +/- 28.02, N = 152495.02504.12707.52766.72923.33232.23256.13265.4MIN: 2080.31 / MAX: 2753.19MIN: 2036.9 / MAX: 2708.22MIN: 2185.92 / MAX: 3234.71MIN: 2189.29 / MAX: 3157.41MIN: 2403.03 / MAX: 3206.49MIN: 2492.09 / MAX: 3735.15MIN: 2594.73 / MAX: 3671.84MIN: 2655.41 / MAX: 3881.15

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsDebian 12 TestingClear Linux 37930Fedora Server 37AlmaLinux 9.1CentOS Stream 9Ubuntu 23.04 DailyUbuntu 22.10Ubuntu 22.04.1 LTS3K6K9K12K15KSE +/- 36.81, N = 3SE +/- 95.81, N = 7SE +/- 35.06, N = 3SE +/- 84.50, N = 3SE +/- 58.98, N = 3SE +/- 51.64, N = 3SE +/- 50.48, N = 3SE +/- 38.81, N = 310566.410729.911080.712071.312286.412532.512720.912938.0MIN: 9521.61 / MAX: 10826.11MIN: 9571 / MAX: 11088.25MIN: 9893.27 / MAX: 11796.43MIN: 11102.8 / MAX: 12331.39MIN: 11309.31 / MAX: 12381.79MIN: 11354.49 / MAX: 12628.71MIN: 11580.19 / MAX: 12819.18MIN: 11648.8 / MAX: 13268.16

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeCentOS Stream 9AlmaLinux 9.1Clear Linux 37930Debian 12 TestingFedora Server 37Ubuntu 22.10Ubuntu 22.04.1 LTSUbuntu 23.04 Daily7K14K21K28K35KSE +/- 307.26, N = 5SE +/- 232.06, N = 3SE +/- 250.28, N = 3SE +/- 303.55, N = 9SE +/- 334.94, N = 4SE +/- 188.80, N = 3SE +/- 85.24, N = 3SE +/- 211.64, N = 328716.629015.729149.730060.132435.532544.932726.932799.7MIN: 18893.22 / MAX: 29553.21MIN: 18784.03 / MAX: 29270.71MIN: 18342.43 / MAX: 29534.78MIN: 19952.2 / MAX: 31118.56MIN: 23254.6 / MAX: 33407.51MIN: 24552.33 / MAX: 32901.57MIN: 24461.12 / MAX: 32885.5MIN: 24526.39 / MAX: 33182.63

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Genetic Algorithm Using Jenetics + FuturesAlmaLinux 9.1Clear Linux 37930CentOS Stream 9Fedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 DailyDebian 12 Testing6001200180024003000SE +/- 26.01, N = 15SE +/- 6.84, N = 3SE +/- 11.25, N = 15SE +/- 19.72, N = 3SE +/- 19.04, N = 3SE +/- 9.65, N = 3SE +/- 38.74, N = 3SE +/- 31.39, N = 31627.81666.21691.02798.52827.92878.02957.92987.6MIN: 1456.05 / MAX: 1859.94MIN: 1597.23 / MAX: 1783.99MIN: 1444.06 / MAX: 1851.47MIN: 2498.74 / MAX: 3163.59MIN: 2599.79 / MAX: 2975.44MIN: 2703.32 / MAX: 2993.07MIN: 2729.58 / MAX: 3162.25MIN: 2639.99 / MAX: 3257.24

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedCentOS Stream 9Clear Linux 37930AlmaLinux 9.1Debian 12 TestingFedora Server 37Ubuntu 22.10Ubuntu 22.04.1 LTSUbuntu 23.04 Daily11002200330044005500SE +/- 41.70, N = 15SE +/- 60.30, N = 3SE +/- 10.88, N = 3SE +/- 47.13, N = 3SE +/- 65.04, N = 15SE +/- 35.39, N = 3SE +/- 21.70, N = 3SE +/- 40.68, N = 154900.74891.04868.24359.54326.44220.74080.54047.01. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***6. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***7. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedCentOS Stream 9AlmaLinux 9.1Clear Linux 37930Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily10002000300040005000SE +/- 1.95, N = 15SE +/- 8.85, N = 3SE +/- 0.38, N = 3SE +/- 28.83, N = 15SE +/- 16.72, N = 3SE +/- 44.32, N = 3SE +/- 2.85, N = 3SE +/- 24.70, N = 154679.94668.44640.44421.54237.24192.54181.94163.91. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***6. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***7. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedClear Linux 37930CentOS Stream 9AlmaLinux 9.1Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTSUbuntu 23.04 DailyUbuntu 22.10306090120150SE +/- 0.52, N = 3SE +/- 1.54, N = 3SE +/- 0.57, N = 3SE +/- 1.76, N = 15SE +/- 0.84, N = 7SE +/- 1.51, N = 15SE +/- 1.15, N = 15SE +/- 1.84, N = 12115.7113.5109.798.096.190.288.386.51. Clear Linux 37930: *** 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. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***6. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***7. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***8. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedCentOS Stream 9AlmaLinux 9.1Clear Linux 37930Fedora Server 37Ubuntu 22.04.1 LTSDebian 12 TestingUbuntu 23.04 DailyUbuntu 22.108001600240032004000SE +/- 7.00, N = 3SE +/- 6.65, N = 3SE +/- 5.91, N = 3SE +/- 12.53, N = 7SE +/- 12.57, N = 15SE +/- 2.60, N = 15SE +/- 12.98, N = 15SE +/- 11.07, N = 123901.13874.53840.03714.53668.83521.23469.73468.81. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***6. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***7. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***8. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedAlmaLinux 9.1Clear Linux 37930CentOS Stream 9Ubuntu 23.04 DailyUbuntu 22.10Debian 12 TestingFedora Server 37Ubuntu 22.04.1 LTS2004006008001000SE +/- 2.12, N = 3SE +/- 10.46, N = 3SE +/- 6.55, N = 15SE +/- 2.30, N = 3SE +/- 2.43, N = 3SE +/- 3.39, N = 3SE +/- 5.37, N = 3SE +/- 2.43, N = 51065.81065.7970.3677.9676.7653.1644.7220.41. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***6. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***7. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***8. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Fedora Server 37Debian 12 TestingUbuntu 23.04 DailyUbuntu 22.10Ubuntu 22.04.1 LTS11002200330044005500SE +/- 2.69, N = 3SE +/- 2.82, N = 15SE +/- 1.84, N = 3SE +/- 88.02, N = 3SE +/- 4.11, N = 3SE +/- 57.55, N = 3SE +/- 6.47, N = 3SE +/- 26.94, N = 55031.55013.34993.34749.34579.94562.34460.84404.71. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***6. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***7. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***8. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedClear Linux 37930CentOS Stream 9AlmaLinux 9.1Fedora Server 37Debian 12 TestingUbuntu 23.04 DailyUbuntu 22.10Ubuntu 22.04.1 LTS1326395265SE +/- 0.26, N = 3SE +/- 0.95, N = 12SE +/- 1.31, N = 12SE +/- 0.40, N = 3SE +/- 0.76, N = 15SE +/- 0.42, N = 4SE +/- 0.28, N = 15SE +/- 0.45, N = 355.755.251.043.042.739.839.737.91. Clear Linux 37930: *** 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. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***6. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***7. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***8. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedClear Linux 37930AlmaLinux 9.1CentOS Stream 9Fedora Server 37Ubuntu 22.04.1 LTSDebian 12 TestingUbuntu 22.10Ubuntu 23.04 Daily8001600240032004000SE +/- 3.49, N = 3SE +/- 2.91, N = 12SE +/- 2.37, N = 12SE +/- 41.20, N = 3SE +/- 33.18, N = 3SE +/- 1.32, N = 15SE +/- 13.38, N = 15SE +/- 25.68, N = 43847.53814.23812.93803.33667.43569.13527.93518.91. Clear Linux 37930: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. AlmaLinux 9.1: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***5. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***6. Debian 12 Testing: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***7. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***8. Ubuntu 23.04 Daily: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 22.10Debian 12 TestingAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Ubuntu 23.04 DailyFedora Server 374080120160200SE +/- 0.45, N = 3SE +/- 0.54, N = 3SE +/- 0.19, N = 3SE +/- 0.70, N = 3SE +/- 0.73, N = 3SE +/- 0.65, N = 3SE +/- 0.62, N = 3182.40181.34181.20180.75180.01179.02177.71MIN: 131.93 / MAX: 211.14MIN: 131.33 / MAX: 208.86MIN: 141.69 / MAX: 201.74MIN: 134.63 / MAX: 202.84MIN: 143.11 / MAX: 203.2MIN: 124.66 / MAX: 210.12MIN: 130.43 / MAX: 201.93

Binary: Pathtracer ISPC - Model: Crown

Ubuntu 22.04.1 LTS: The test quit with a non-zero exit status. E: ./embree-3.13.0.x86_64.linux/bin/pathtracer_ispc: error while loading shared libraries: libGLU.so.1: cannot open shared object file: No such file or directory

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonDebian 12 TestingCentOS Stream 9AlmaLinux 9.1Ubuntu 23.04 DailyUbuntu 22.10Clear Linux 37930Fedora Server 3750100150200250SE +/- 0.39, N = 3SE +/- 0.21, N = 3SE +/- 1.20, N = 3SE +/- 0.68, N = 3SE +/- 0.38, N = 3SE +/- 0.71, N = 3SE +/- 0.52, N = 3213.16212.75212.68212.47211.75211.50208.98MIN: 208.55 / MAX: 223.76MIN: 207.91 / MAX: 226.6MIN: 206.02 / MAX: 224.76MIN: 206.99 / MAX: 226.71MIN: 206.83 / MAX: 224.62MIN: 205.55 / MAX: 220.12MIN: 204.08 / MAX: 217.58

Binary: Pathtracer ISPC - Model: Asian Dragon

Ubuntu 22.04.1 LTS: The test quit with a non-zero exit status. E: ./embree-3.13.0.x86_64.linux/bin/pathtracer_ispc: error while loading shared libraries: libGLU.so.1: cannot open shared object file: No such file or directory

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 8 - Input: Bosphorus 4KClear Linux 37930CentOS Stream 9AlmaLinux 9.1Ubuntu 22.04.1 LTSUbuntu 23.04 DailyDebian 12 TestingFedora Server 37Ubuntu 22.1020406080100SE +/- 0.79, N = 3SE +/- 0.15, N = 3SE +/- 0.95, N = 3SE +/- 0.51, N = 3SE +/- 0.61, N = 7SE +/- 0.32, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 395.4694.2693.3567.3367.1966.9966.3866.26-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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 4KClear Linux 37930CentOS Stream 9AlmaLinux 9.1Ubuntu 22.10Debian 12 TestingUbuntu 23.04 DailyUbuntu 22.04.1 LTSFedora Server 3760120180240300SE +/- 5.91, N = 15SE +/- 4.83, N = 15SE +/- 6.02, N = 14SE +/- 1.31, N = 15SE +/- 2.88, N = 15SE +/- 1.73, N = 15SE +/- 1.15, N = 14SE +/- 1.97, N = 3264.96263.55245.05182.03178.36176.82176.74167.15-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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 4KClear Linux 37930AlmaLinux 9.1CentOS Stream 9Ubuntu 22.10Debian 12 TestingUbuntu 23.04 DailyUbuntu 22.04.1 LTSFedora Server 3760120180240300SE +/- 3.14, N = 15SE +/- 1.52, N = 3SE +/- 3.69, N = 15SE +/- 1.98, N = 4SE +/- 1.34, N = 15SE +/- 1.44, N = 7SE +/- 0.96, N = 3SE +/- 1.13, N = 3258.33234.69226.80164.00160.15159.59159.41155.21-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

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160Ubuntu 23.04 DailyUbuntu 22.10Ubuntu 22.04.1 LTSDebian 12 TestingFedora Server 37Clear Linux 37930AlmaLinux 9.1CentOS Stream 90.78531.57062.35593.14123.9265SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 33.493.443.443.403.073.073.073.01

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096Ubuntu 23.04 DailyUbuntu 22.10Ubuntu 22.04.1 LTSDebian 12 TestingFedora Server 37AlmaLinux 9.1Clear Linux 37930CentOS Stream 90.37350.7471.12051.4941.8675SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 31.661.651.631.611.451.431.421.40

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCUbuntu 22.04.1 LTSClear Linux 37930CentOS Stream 9Debian 12 TestingAlmaLinux 9.1Ubuntu 23.04 DailyUbuntu 22.10Fedora Server 3730060090012001500SE +/- 5.57, N = 3SE +/- 14.33, N = 4SE +/- 15.10, N = 3SE +/- 14.34, N = 3SE +/- 14.95, N = 3SE +/- 15.68, N = 3SE +/- 2.52, N = 3SE +/- 11.66, N = 715021320131613141311130012851258MIN: 328 / MAX: 8339MIN: 332 / MAX: 5581MIN: 331 / MAX: 4903MIN: 327 / MAX: 5212MIN: 331 / MAX: 5492MIN: 327 / MAX: 5033MIN: 328 / MAX: 3941MIN: 330 / MAX: 5417

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_timeClear Linux 37930CentOS Stream 9AlmaLinux 9.1Ubuntu 22.04.1 LTSUbuntu 23.04 DailyDebian 12 TestingFedora Server 37Ubuntu 22.1050100150200250SE +/- 0.48, N = 3SE +/- 0.76, N = 3SE +/- 2.39, N = 5SE +/- 0.34, N = 3SE +/- 0.76, N = 3SE +/- 0.24, N = 3SE +/- 0.88, N = 3SE +/- 1.42, N = 3229.00227.21224.04177.48175.57175.26174.94174.32

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingDebian 12 TestingCentOS Stream 9AlmaLinux 9.1Clear Linux 37930Ubuntu 22.10Ubuntu 22.04.1 LTSUbuntu 23.04 DailyFedora Server 37300K600K900K1200K1500KSE +/- 3630.17, N = 3SE +/- 974.94, N = 3SE +/- 6663.24, N = 3SE +/- 13283.26, N = 3SE +/- 3348.48, N = 3SE +/- 4269.14, N = 3SE +/- 7269.12, N = 3SE +/- 1603.43, N = 314378341389443137992912060817870857652057621126723451. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingDebian 12 TestingAlmaLinux 9.1CentOS Stream 9Clear Linux 37930Ubuntu 23.04 DailyUbuntu 22.10Ubuntu 22.04.1 LTSFedora Server 37300K600K900K1200K1500KSE +/- 1884.87, N = 3SE +/- 313.17, N = 3SE +/- 9785.85, N = 3SE +/- 5092.03, N = 3SE +/- 2849.71, N = 3SE +/- 26469.97, N = 3SE +/- 14154.71, N = 3SE +/- 18301.88, N = 3123571212326021229727120890411626881137175112285511187991. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigCentOS Stream 9Ubuntu 22.04.1 LTSAlmaLinux 9.1Fedora Server 37Debian 12 TestingUbuntu 23.04 DailyUbuntu 22.10612182430SE +/- 0.12, N = 13SE +/- 0.15, N = 13SE +/- 0.13, N = 14SE +/- 0.15, N = 14SE +/- 0.17, N = 12SE +/- 0.22, N = 7SE +/- 0.16, N = 1518.0918.2119.1122.3123.2724.2725.56

Build: defconfig

Clear Linux 37930: The test quit with a non-zero exit status. E: linux-6.1/tools/objtool/include/objtool/elf.h:10:10: fatal error: gelf.h: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigUbuntu 23.04 DailyDebian 12 TestingUbuntu 22.04.1 LTSUbuntu 22.10Fedora Server 374080120160200SE +/- 0.63, N = 3SE +/- 0.72, N = 3SE +/- 0.49, N = 3SE +/- 0.34, N = 3SE +/- 1.58, N = 3127.48129.27134.44144.34162.90

Build: allmodconfig

AlmaLinux 9.1: The test quit with a non-zero exit status.

CentOS Stream 9: The test quit with a non-zero exit status.

Clear Linux 37930: The test quit with a non-zero exit status. E: /usr/lib64/gcc/x86_64-generic-linux/12/plugin/include/builtins.h:23:10: fatal error: mpc.h: No such file or directory

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileUbuntu 22.04.1 LTSAlmaLinux 9.1CentOS Stream 9Debian 12 TestingUbuntu 23.04 DailyUbuntu 22.1020406080100SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.51, N = 3SE +/- 0.02, N = 3SE +/- 0.18, N = 3SE +/- 0.35, N = 377.8777.8777.9996.05100.04100.06

Time To Compile

Clear Linux 37930: The test quit with a non-zero exit status.

Fedora Server 37: The test quit with a non-zero exit status.

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUClear Linux 37930CentOS Stream 9AlmaLinux 9.1Debian 12 TestingUbuntu 22.04.1 LTSFedora Server 37Ubuntu 22.10Ubuntu 23.04 Daily5001000150020002500SE +/- 9.99, N = 15SE +/- 7.09, N = 3SE +/- 13.53, N = 11SE +/- 1.46, N = 3SE +/- 38.18, N = 15SE +/- 43.12, N = 12SE +/- 36.42, N = 15SE +/- 37.98, N = 151042.811834.631835.811878.591988.412105.292187.432303.13-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 914.17MIN: 1815.46MIN: 1779.85MIN: 1840.93MIN: 1627.92MIN: 1721.05MIN: 1887.97MIN: 2050.411. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUClear Linux 37930AlmaLinux 9.1CentOS Stream 9Debian 12 TestingUbuntu 22.04.1 LTSFedora Server 37Ubuntu 23.04 DailyUbuntu 22.106001200180024003000SE +/- 1.50, N = 3SE +/- 4.51, N = 3SE +/- 13.20, N = 3SE +/- 34.43, N = 15SE +/- 75.73, N = 15SE +/- 44.40, N = 15SE +/- 42.67, N = 15SE +/- 37.19, N = 31387.811996.282044.142073.382298.782445.172624.722819.87-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 1342.59MIN: 1972.05MIN: 2012.73MIN: 1806.58MIN: 1453.94MIN: 2084.26MIN: 2351.58MIN: 2632.581. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 37930CentOS Stream 9AlmaLinux 9.1Debian 12 TestingFedora Server 37Ubuntu 22.10Ubuntu 23.04 DailyUbuntu 22.04.1 LTS5001000150020002500SE +/- 3.82, N = 3SE +/- 13.72, N = 3SE +/- 25.13, N = 3SE +/- 45.52, N = 12SE +/- 50.07, N = 15SE +/- 37.53, N = 12SE +/- 34.19, N = 15SE +/- 328.68, N = 121018.521812.701860.391861.542068.172216.452246.932257.70-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 988.36MIN: 1778.43MIN: 1788.09MIN: 1396.7MIN: 1616.01MIN: 1956.5MIN: 1818.18MIN: 1578.181. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 37930AlmaLinux 9.1CentOS Stream 9Debian 12 TestingUbuntu 22.04.1 LTSFedora Server 37Ubuntu 23.04 DailyUbuntu 22.106001200180024003000SE +/- 14.36, N = 3SE +/- 14.74, N = 3SE +/- 5.15, N = 3SE +/- 330.50, N = 12SE +/- 35.26, N = 12SE +/- 49.58, N = 15SE +/- 102.73, N = 12SE +/- 30.01, N = 151375.582008.742024.982403.102468.482520.372580.402711.97-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 - MIN: 1302.28MIN: 1967.99MIN: 2003.52MIN: 1739.33MIN: 2260.96MIN: 2153.34MIN: 1501.82MIN: 2500.561. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. The system/openssl test profiles relies on benchmarking the system/OS-supplied openssl binary rather than the pts/openssl test profile that uses the locally-built OpenSSL for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLCentOS Stream 9Ubuntu 22.10Ubuntu 22.04.1 LTSAlmaLinux 9.1Clear Linux 37930Debian 12 TestingUbuntu 23.04 DailyFedora Server 379K18K27K36K45KSE +/- 4.25, N = 3SE +/- 212.14, N = 3SE +/- 149.18, N = 3SE +/- 194.03, N = 3SE +/- 231.98, N = 3SE +/- 5.64, N = 3SE +/- 53.29, N = 3SE +/- 4.46, N = 344352.644112.244110.843993.243967.243853.443687.843315.71. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)2. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)3. Ubuntu 22.04.1 LTS: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)4. AlmaLinux 9.1: OpenSSL 3.0.1 14 Dec 2021 (Library: OpenSSL 3.0.1 14 Dec 2021)5. Clear Linux 37930: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)6. Debian 12 Testing: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)7. Ubuntu 23.04 Daily: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)8. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLClear Linux 37930CentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 22.10AlmaLinux 9.1Ubuntu 23.04 DailyDebian 12 TestingFedora Server 37600K1200K1800K2400K3000KSE +/- 14755.96, N = 3SE +/- 508.56, N = 3SE +/- 10454.70, N = 3SE +/- 14395.43, N = 3SE +/- 9445.15, N = 3SE +/- 3984.31, N = 3SE +/- 594.05, N = 3SE +/- 30.18, N = 32927136.72927055.02922298.52918571.62911222.92897377.02895201.02872414.21. Clear Linux 37930: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)2. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)3. Ubuntu 22.04.1 LTS: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)4. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)5. AlmaLinux 9.1: OpenSSL 3.0.1 14 Dec 2021 (Library: OpenSSL 3.0.1 14 Dec 2021)6. Ubuntu 23.04 Daily: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)7. Debian 12 Testing: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)8. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

CockroachDB

CockroachDB is a cloud-native, distributed SQL database for data intensive applications. This test profile uses a server-less CockroachDB configuration to test various Coackroach workloads on the local host with a single node. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128AlmaLinux 9.1CentOS Stream 9Ubuntu 22.04.1 LTSDebian 12 TestingUbuntu 22.10Ubuntu 23.04 DailyFedora Server 372004006008001000SE +/- 2.84, N = 3SE +/- 0.95, N = 3SE +/- 5.50, N = 3SE +/- 1.42, N = 3SE +/- 2.40, N = 3SE +/- 2.13, N = 3SE +/- 0.44, N = 3938.4936.3630.0616.1610.8610.7545.8

Workload: MoVR - Concurrency: 128

Clear Linux 37930: The test quit with a non-zero exit status. E: Error: dial tcp: lookup localhost on 192.168.1.1:53: no such host

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 512AlmaLinux 9.1CentOS Stream 9Ubuntu 22.04.1 LTSDebian 12 TestingUbuntu 22.10Ubuntu 23.04 DailyFedora Server 372004006008001000SE +/- 5.72, N = 3SE +/- 6.55, N = 3SE +/- 2.81, N = 3SE +/- 1.96, N = 3SE +/- 0.90, N = 3SE +/- 4.46, N = 3SE +/- 1.45, N = 3944.2936.2629.4612.4610.6609.3544.0

Workload: MoVR - Concurrency: 512

Clear Linux 37930: The test quit with a non-zero exit status. E: Error: dial tcp: lookup localhost on 192.168.1.1:53: no such host

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024AlmaLinux 9.1CentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 23.04 DailyDebian 12 TestingUbuntu 22.10Fedora Server 372004006008001000SE +/- 2.08, N = 3SE +/- 1.58, N = 3SE +/- 2.29, N = 3SE +/- 1.11, N = 3SE +/- 1.93, N = 3SE +/- 1.15, N = 3SE +/- 1.08, N = 3943.0937.0627.3615.5612.4611.7548.2

Workload: MoVR - Concurrency: 1024

Clear Linux 37930: The test quit with a non-zero exit status. E: Error: dial tcp: lookup localhost on 192.168.1.1:53: no such host

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128AlmaLinux 9.1CentOS Stream 9Fedora Server 37Ubuntu 22.04.1 LTSUbuntu 23.04 DailyUbuntu 22.10Debian 12 Testing9K18K27K36K45KSE +/- 372.58, N = 15SE +/- 411.94, N = 15SE +/- 453.10, N = 12SE +/- 478.03, N = 13SE +/- 225.38, N = 15SE +/- 322.46, N = 15SE +/- 346.35, N = 1540349.638849.731400.427346.325952.625586.525384.1

Workload: KV, 10% Reads - Concurrency: 128

Clear Linux 37930: The test quit with a non-zero exit status. E: Error: dial tcp: lookup localhost on 192.168.1.1:53: no such host

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 512AlmaLinux 9.1CentOS Stream 9Fedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Debian 12 TestingUbuntu 23.04 Daily9K18K27K36K45KSE +/- 376.04, N = 3SE +/- 311.20, N = 10SE +/- 149.58, N = 3SE +/- 346.42, N = 3SE +/- 323.23, N = 4SE +/- 245.85, N = 15SE +/- 248.81, N = 941728.739678.934135.131996.630362.330325.029918.5

Workload: KV, 10% Reads - Concurrency: 512

Clear Linux 37930: The test quit with a non-zero exit status. E: Error: dial tcp: lookup localhost on 192.168.1.1:53: no such host

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128AlmaLinux 9.1CentOS Stream 9Fedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 DailyDebian 12 Testing11K22K33K44K55KSE +/- 660.21, N = 3SE +/- 329.62, N = 14SE +/- 201.56, N = 3SE +/- 276.53, N = 15SE +/- 356.72, N = 15SE +/- 388.56, N = 15SE +/- 398.24, N = 1550281.050034.542943.938914.037011.336888.436742.7

Workload: KV, 50% Reads - Concurrency: 128

Clear Linux 37930: The test quit with a non-zero exit status. E: Error: dial tcp: lookup localhost on 192.168.1.1:53: no such host

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 512CentOS Stream 9AlmaLinux 9.1Fedora Server 37Ubuntu 22.04.1 LTSDebian 12 TestingUbuntu 23.04 DailyUbuntu 22.1011K22K33K44K55KSE +/- 165.79, N = 3SE +/- 746.00, N = 15SE +/- 369.59, N = 3SE +/- 542.10, N = 3SE +/- 309.59, N = 15SE +/- 406.39, N = 6SE +/- 263.98, N = 1553059.950626.745199.641585.540757.240592.539856.8

Workload: KV, 50% Reads - Concurrency: 512

Clear Linux 37930: The test quit with a non-zero exit status. E: Error: dial tcp: lookup localhost on 192.168.1.1:53: no such host

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128AlmaLinux 9.1CentOS Stream 9Fedora Server 37Ubuntu 22.04.1 LTSDebian 12 TestingUbuntu 22.10Ubuntu 23.04 Daily12K24K36K48K60KSE +/- 404.74, N = 3SE +/- 481.43, N = 3SE +/- 428.40, N = 15SE +/- 378.91, N = 15SE +/- 288.68, N = 3SE +/- 512.79, N = 3SE +/- 221.25, N = 355509.554048.544400.842040.441528.640495.940411.5

Workload: KV, 60% Reads - Concurrency: 128

Clear Linux 37930: The test quit with a non-zero exit status. E: Error: dial tcp: lookup localhost on 192.168.1.1:53: no such host

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 512CentOS Stream 9AlmaLinux 9.1Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSUbuntu 23.04 DailyUbuntu 22.1012K24K36K48K60KSE +/- 718.51, N = 15SE +/- 777.60, N = 15SE +/- 339.30, N = 3SE +/- 409.24, N = 3SE +/- 443.86, N = 15SE +/- 484.00, N = 5SE +/- 340.08, N = 1554178.352478.249104.146224.344388.543658.343058.3

Workload: KV, 60% Reads - Concurrency: 512

Clear Linux 37930: The test quit with a non-zero exit status. E: Error: dial tcp: lookup localhost on 192.168.1.1:53: no such host

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128AlmaLinux 9.1CentOS Stream 9Ubuntu 22.04.1 LTSDebian 12 TestingUbuntu 22.10Ubuntu 23.04 DailyFedora Server 3714K28K42K56K70KSE +/- 689.47, N = 5SE +/- 628.54, N = 3SE +/- 648.91, N = 4SE +/- 533.57, N = 3SE +/- 200.15, N = 3SE +/- 693.98, N = 15SE +/- 579.24, N = 365631.165223.356998.056540.756347.255269.950569.8

Workload: KV, 95% Reads - Concurrency: 128

Clear Linux 37930: The test quit with a non-zero exit status. E: Error: dial tcp: lookup localhost on 192.168.1.1:53: no such host

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 1024AlmaLinux 9.1CentOS Stream 9Fedora Server 37Ubuntu 22.04.1 LTSDebian 12 TestingUbuntu 23.04 DailyUbuntu 22.109K18K27K36K45KSE +/- 359.00, N = 7SE +/- 464.92, N = 3SE +/- 229.36, N = 3SE +/- 288.28, N = 3SE +/- 234.46, N = 3SE +/- 286.94, N = 3SE +/- 241.56, N = 340016.539412.135127.032216.431908.731295.831192.4

Workload: KV, 10% Reads - Concurrency: 1024

Clear Linux 37930: The test quit with a non-zero exit status. E: Error: dial tcp: lookup localhost on 192.168.1.1:53: no such host

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 1024AlmaLinux 9.1CentOS Stream 9Fedora Server 37Ubuntu 22.04.1 LTSUbuntu 23.04 DailyUbuntu 22.10Debian 12 Testing11K22K33K44K55KSE +/- 549.82, N = 3SE +/- 683.53, N = 15SE +/- 556.43, N = 15SE +/- 289.49, N = 14SE +/- 471.90, N = 4SE +/- 505.70, N = 4SE +/- 596.51, N = 351644.548074.444065.743601.943281.142428.041466.0

Workload: KV, 50% Reads - Concurrency: 1024

Clear Linux 37930: The test quit with a non-zero exit status. E: Error: dial tcp: lookup localhost on 192.168.1.1:53: no such host

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1024AlmaLinux 9.1CentOS Stream 9Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSUbuntu 23.04 DailyUbuntu 22.1012K24K36K48K60KSE +/- 536.70, N = 3SE +/- 976.86, N = 15SE +/- 572.73, N = 3SE +/- 537.91, N = 3SE +/- 465.47, N = 15SE +/- 243.57, N = 3SE +/- 419.66, N = 1554120.351501.848661.947174.847082.446316.845989.7

Workload: KV, 60% Reads - Concurrency: 1024

Clear Linux 37930: The test quit with a non-zero exit status. E: Error: dial tcp: lookup localhost on 192.168.1.1:53: no such host

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 1024Ubuntu 22.04.1 LTSCentOS Stream 9AlmaLinux 9.1Ubuntu 23.04 DailyUbuntu 22.10Fedora Server 37Debian 12 Testing13K26K39K52K65KSE +/- 257.44, N = 3SE +/- 1322.12, N = 12SE +/- 1375.26, N = 15SE +/- 1522.42, N = 15SE +/- 1556.62, N = 15SE +/- 1404.90, N = 15SE +/- 1825.65, N = 1561963.761954.959646.257999.856954.655610.354983.4

Workload: KV, 95% Reads - Concurrency: 1024

Clear Linux 37930: The test quit with a non-zero exit status. E: Error: dial tcp: lookup localhost on 192.168.1.1:53: no such host

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 23.04 DailyFedora Server 37Ubuntu 22.10Debian 12 TestingUbuntu 22.04.1 LTSCentOS Stream 9AlmaLinux 9.1510152025SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 12SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 318.8118.7618.5818.4818.3316.6416.621. (CXX) g++ options: -O3

Implementation: MPI CPU - Input: water_GMX50_bare

Clear Linux 37930: The test quit with a non-zero exit status. E: mpirun: symbol lookup error: /usr/lib64/openmpi/mca_pmix_ext3x.so: undefined symbol: pmix_value_load

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 256Clear Linux 37930AlmaLinux 9.1CentOS Stream 9Fedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 Daily140280420560700SE +/- 4.15, N = 3SE +/- 6.82, N = 4SE +/- 5.27, N = 7SE +/- 1.65, N = 3SE +/- 5.58, N = 9SE +/- 6.00, N = 8SE +/- 4.75, N = 9671632579451440328264-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -std=gnu++17 -shared -lrt -lstdc++-lcrypt -lssl -lcrypto-lcrypt -lssl -lcrypto-shared -lrt -lstdc++-shared -lrt -lstdc++-shared -lrt -lstdc++-shared -lrt -lstdc++1. (CXX) g++ options: -fPIC -O3 -pie -fstack-protector -lpthread -lz -ldl -lm

Clients: 256

Debian 12 Testing: The test quit with a non-zero exit status.

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 22.04.1 LTSUbuntu 22.10Clear Linux 37930Ubuntu 23.04 DailyCentOS Stream 9Debian 12 TestingFedora Server 37AlmaLinux 9.1600K1200K1800K2400K3000KSE +/- 1498.20, N = 3SE +/- 7713.61, N = 3SE +/- 17801.68, N = 3SE +/- 3273.50, N = 3SE +/- 9449.08, N = 3SE +/- 38767.56, N = 3SE +/- 5487.30, N = 3SE +/- 7912.39, N = 329288942906035284452628364802776596277507327605941989040-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 22.04.1 LTSUbuntu 22.10Clear Linux 37930Ubuntu 23.04 DailyCentOS Stream 9Debian 12 TestingFedora Server 37AlmaLinux 9.10.02840.05680.08520.11360.142SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0850.0860.0880.0880.0900.0900.0910.126-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyUbuntu 22.10Ubuntu 22.04.1 LTSCentOS Stream 9Ubuntu 23.04 DailyClear Linux 37930Debian 12 TestingFedora Server 37AlmaLinux 9.1700K1400K2100K2800K3500KSE +/- 23929.05, N = 3SE +/- 34584.41, N = 3SE +/- 30412.80, N = 7SE +/- 28564.90, N = 12SE +/- 31057.60, N = 12SE +/- 33665.26, N = 12SE +/- 26205.32, N = 12SE +/- 9645.20, N = 332526973230577322669732174883172371307926530757982828780-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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyUbuntu 22.10CentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 23.04 DailyClear Linux 37930Debian 12 TestingFedora Server 37AlmaLinux 9.10.03980.07960.11940.15920.199SE +/- 0.001, N = 3SE +/- 0.001, N = 7SE +/- 0.002, N = 3SE +/- 0.001, N = 12SE +/- 0.002, N = 12SE +/- 0.002, N = 12SE +/- 0.001, N = 12SE +/- 0.001, N = 30.1540.1550.1550.1560.1580.1630.1630.177-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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read WriteClear Linux 37930Ubuntu 22.04.1 LTSFedora Server 37Ubuntu 23.04 DailyDebian 12 TestingAlmaLinux 9.1CentOS Stream 9Ubuntu 22.1015K30K45K60K75KSE +/- 209.50, N = 3SE +/- 4996.94, N = 12SE +/- 6441.82, N = 9SE +/- 6204.46, N = 9SE +/- 3703.04, N = 9SE +/- 1252.67, N = 12SE +/- 886.38, N = 12SE +/- 903.13, N = 127147030366297002962721353171841565614029-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O2-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read WriteClear Linux 37930AlmaLinux 9.1CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.04.1 LTSUbuntu 23.04 DailyDebian 12 Testing14K28K42K56K70KSE +/- 1306.16, N = 12SE +/- 208.50, N = 3SE +/- 143.18, N = 12SE +/- 142.54, N = 12SE +/- 309.57, N = 12SE +/- 403.41, N = 12SE +/- 226.92, N = 12SE +/- 105.07, N = 3672181446212346117721124510814107819155-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O2-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyClear Linux 37930AlmaLinux 9.1CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 23.04 DailyUbuntu 22.04.1 LTSDebian 12 Testing1224364860SE +/- 0.131, N = 12SE +/- 0.496, N = 3SE +/- 0.471, N = 12SE +/- 0.513, N = 12SE +/- 1.200, N = 12SE +/- 0.983, N = 12SE +/- 1.671, N = 12SE +/- 0.628, N = 37.46634.58840.55942.54244.82846.60346.91954.631-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O2-O2-O2-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-OnlyDebian 12 TestingCentOS Stream 9Clear Linux 37930Ubuntu 23.04 DailyAlmaLinux 9.1Ubuntu 22.10Ubuntu 22.04.1 LTSFedora Server 37510152025SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 320.5220.5620.6020.7920.9621.1321.1821.45

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUDebian 12 TestingUbuntu 23.04 DailyUbuntu 22.10CentOS Stream 9Fedora Server 37AlmaLinux 9.1Ubuntu 22.04.1 LTS20406080100SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3102.03101.81101.66101.65100.4799.7995.45-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUDebian 12 TestingUbuntu 23.04 DailyUbuntu 22.10CentOS Stream 9Fedora Server 37AlmaLinux 9.1Ubuntu 22.04.1 LTS2004006008001000SE +/- 0.24, N = 3SE +/- 0.17, N = 3SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 0.50, N = 3SE +/- 0.46, N = 3SE +/- 0.71, N = 3469.61470.93471.17471.76477.15479.361000.67-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: 432.99 / MAX: 581.72-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-pie -ldl - MIN: 403.93 / MAX: 649.05-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 829.71 / MAX: 2017.931. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUDebian 12 TestingCentOS Stream 9AlmaLinux 9.1Ubuntu 22.04.1 LTSUbuntu 23.04 DailyUbuntu 22.10Fedora Server 371224364860SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.28, N = 15SE +/- 0.54, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 354.1553.8753.5741.2137.8737.6136.04-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-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUDebian 12 TestingCentOS Stream 9AlmaLinux 9.1Ubuntu 23.04 DailyUbuntu 22.10Fedora Server 37Ubuntu 22.04.1 LTS5001000150020002500SE +/- 0.48, N = 3SE +/- 0.53, N = 3SE +/- 0.35, N = 3SE +/- 18.02, N = 3SE +/- 3.25, N = 3SE +/- 4.48, N = 3SE +/- 15.52, N = 15881.35886.89890.641258.841266.301322.862306.25-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 736.23 / MAX: 1078.11-pie -ldl - MIN: 734.54 / MAX: 1028.62-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: 2128.91-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 829.67 / MAX: 2001.08-pie -ldl - MIN: 853.35 / MAX: 2120.83-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 1200.15 / MAX: 9645.461. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUDebian 12 TestingCentOS Stream 9AlmaLinux 9.1Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 DailyFedora Server 371224364860SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.30, N = 12SE +/- 0.14, N = 3SE +/- 0.22, N = 3SE +/- 0.12, N = 354.0953.7153.3241.5237.7537.7235.76-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-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUDebian 12 TestingCentOS Stream 9AlmaLinux 9.1Ubuntu 22.10Ubuntu 23.04 DailyFedora Server 37Ubuntu 22.04.1 LTS5001000150020002500SE +/- 0.04, N = 3SE +/- 0.66, N = 3SE +/- 0.92, N = 3SE +/- 5.19, N = 3SE +/- 7.71, N = 3SE +/- 4.57, N = 3SE +/- 16.30, N = 12882.44889.89895.201262.751264.271332.042287.29-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 745.32 / MAX: 1079.53-pie -ldl - MIN: 773.74 / MAX: 1094.62-pie -ldl - MIN: 761.23 / MAX: 1121.09-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 872.27 / MAX: 1983.4-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 773.43 / MAX: 2074.29-pie -ldl - MIN: 835.26 / MAX: 2178.64-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 1166.2 / MAX: 10099.951. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 23.04 DailyCentOS Stream 9Debian 12 TestingFedora Server 37AlmaLinux 9.1Ubuntu 22.04.1 LTS16003200480064008000SE +/- 1.41, N = 3SE +/- 3.91, N = 3SE +/- 5.01, N = 3SE +/- 1.53, N = 3SE +/- 8.70, N = 3SE +/- 9.34, N = 3SE +/- 9.09, N = 37384.357374.757358.647356.967232.287199.622774.22-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 -MF-pie -ldl-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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 23.04 DailyCentOS Stream 9Debian 12 TestingFedora Server 37AlmaLinux 9.1Ubuntu 22.04.1 LTS816243240SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 36.496.506.516.516.626.6534.59-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.26 / MAX: 80.04-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.13 / MAX: 70.21-pie -ldl - MIN: 5.5 / MAX: 35.37-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.51 / MAX: 47.52-pie -ldl - MIN: 5.24 / MAX: 87.52-pie -ldl - MIN: 5.42 / MAX: 42.47-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.25 / MAX: 206.391. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUUbuntu 22.10Debian 12 TestingUbuntu 23.04 DailyCentOS Stream 9Fedora Server 37Ubuntu 22.04.1 LTSAlmaLinux 9.14080120160200SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.50, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3191.17191.05190.87190.76189.09187.90187.82-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUUbuntu 22.10Debian 12 TestingUbuntu 23.04 DailyCentOS Stream 9Fedora Server 37AlmaLinux 9.1Ubuntu 22.04.1 LTS110220330440550SE +/- 0.10, N = 3SE +/- 0.24, N = 3SE +/- 0.60, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.54, N = 3250.59250.79250.97251.14253.35255.02508.97-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 210.49 / MAX: 338.49-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 211.8 / MAX: 317.39-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 207.27 / MAX: 328.37-pie -ldl - MIN: 208.19 / MAX: 281.71-pie -ldl - MIN: 212.96 / MAX: 347.54-pie -ldl - MIN: 211.78 / MAX: 296.67-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 248.1 / MAX: 675.511. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUDebian 12 TestingUbuntu 22.10CentOS Stream 9Ubuntu 23.04 DailyFedora Server 37AlmaLinux 9.1Ubuntu 22.04.1 LTS2K4K6K8K10KSE +/- 5.33, N = 3SE +/- 1.10, N = 3SE +/- 8.34, N = 3SE +/- 3.69, N = 3SE +/- 1.62, N = 3SE +/- 6.22, N = 3SE +/- 79.13, N = 1510996.3110984.8610981.9610974.4010836.1010757.348815.45-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 -MF-pie -ldl-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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUCentOS Stream 9Debian 12 TestingUbuntu 22.10Ubuntu 23.04 DailyFedora Server 37AlmaLinux 9.1Ubuntu 22.04.1 LTS3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 154.364.364.364.364.424.4510.88-pie -ldl - MIN: 3.56 / MAX: 29.67-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.67 / MAX: 41.4-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.56 / MAX: 52.94-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.54 / MAX: 45.68-pie -ldl - MIN: 3.59 / MAX: 71.8-pie -ldl - MIN: 3.77 / MAX: 37.53-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.66 / MAX: 142.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 23.04 DailyDebian 12 TestingCentOS Stream 9Fedora Server 37AlmaLinux 9.1Ubuntu 22.04.1 LTS2K4K6K8K10KSE +/- 1.37, N = 3SE +/- 2.54, N = 3SE +/- 0.96, N = 3SE +/- 1.35, N = 3SE +/- 3.79, N = 3SE +/- 3.72, N = 3SE +/- 54.44, N = 159845.219839.809838.829793.559708.749599.104120.47-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUDebian 12 TestingUbuntu 22.10Ubuntu 23.04 DailyCentOS Stream 9Fedora Server 37AlmaLinux 9.1Ubuntu 22.04.1 LTS612182430SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.29, N = 154.864.864.874.884.934.9823.34-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: 4.06 / MAX: 35.72-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.13 / MAX: 29.95-pie -ldl - MIN: 3.99 / MAX: 44.64-pie -ldl - MIN: 4.21 / MAX: 45.76-pie -ldl - MIN: 4.3 / MAX: 45.46-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.03 / MAX: 99.611. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUUbuntu 22.10Debian 12 TestingUbuntu 23.04 DailyCentOS Stream 9Fedora Server 37AlmaLinux 9.1Ubuntu 22.04.1 LTS2004006008001000SE +/- 2.06, N = 3SE +/- 0.86, N = 3SE +/- 1.47, N = 3SE +/- 0.17, N = 3SE +/- 1.87, N = 3SE +/- 0.76, N = 3SE +/- 6.50, N = 15963.35954.29952.14949.62943.69942.55936.93-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUUbuntu 22.10Debian 12 TestingUbuntu 23.04 DailyCentOS Stream 9Fedora Server 37AlmaLinux 9.1Ubuntu 22.04.1 LTS20406080100SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.70, N = 1549.7750.2550.3650.4750.7950.84102.43-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 37.14 / MAX: 245.66-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 38.07 / MAX: 138.01-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 37.52 / MAX: 550.81-pie -ldl - MIN: 37.65 / MAX: 133.01-pie -ldl - MIN: 40.6 / MAX: 252.39-pie -ldl - MIN: 38.33 / MAX: 99.89-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 36.82 / MAX: 2102.061. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUDebian 12 TestingUbuntu 22.10Ubuntu 23.04 DailyFedora Server 37CentOS Stream 9AlmaLinux 9.1Ubuntu 22.04.1 LTS4K8K12K16K20KSE +/- 3.78, N = 3SE +/- 4.32, N = 3SE +/- 8.02, N = 3SE +/- 11.26, N = 3SE +/- 23.50, N = 3SE +/- 23.43, N = 3SE +/- 553.73, N = 1219174.5419163.4719150.0218954.9118953.4418714.4216933.31-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUDebian 12 TestingUbuntu 22.10Ubuntu 23.04 DailyCentOS Stream 9Fedora Server 37AlmaLinux 9.1Ubuntu 22.04.1 LTS3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.47, N = 129.969.969.9610.0510.0810.2011.47-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: 7.95 / MAX: 38.29-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 7.92 / MAX: 57.18-pie -ldl - MIN: 8.3 / MAX: 70.82-pie -ldl - MIN: 8.17 / MAX: 56.46-pie -ldl - MIN: 8.68 / MAX: 59.99-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.22 / MAX: 92.31. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUDebian 12 TestingUbuntu 23.04 DailyCentOS Stream 9Ubuntu 22.10Fedora Server 37AlmaLinux 9.1Ubuntu 22.04.1 LTS2K4K6K8K10KSE +/- 4.45, N = 3SE +/- 3.92, N = 3SE +/- 4.16, N = 3SE +/- 5.92, N = 3SE +/- 10.24, N = 3SE +/- 17.98, N = 3SE +/- 48.66, N = 39192.359105.679059.499052.638867.058858.694147.74-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 -MF-pie -ldl-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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUDebian 12 TestingUbuntu 23.04 DailyCentOS Stream 9Ubuntu 22.10AlmaLinux 9.1Fedora Server 37Ubuntu 22.04.1 LTS612182430SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.27, N = 35.215.265.295.295.405.4123.14-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: 4.65 / MAX: 44.79-pie -ldl - MIN: 4.51 / MAX: 42.82-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.85 / MAX: 52.21-pie -ldl - MIN: 4.72 / MAX: 38.3-pie -ldl - MIN: 4.89 / MAX: 64.11-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.17 / MAX: 142.451. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUUbuntu 23.04 DailyDebian 12 TestingUbuntu 22.10Fedora Server 37CentOS Stream 9Ubuntu 22.04.1 LTSAlmaLinux 9.130K60K90K120K150KSE +/- 322.62, N = 3SE +/- 775.30, N = 3SE +/- 2082.25, N = 3SE +/- 1959.90, N = 3SE +/- 1753.42, N = 4SE +/- 1443.80, N = 4SE +/- 1349.31, N = 15150255.94149915.99149753.69146533.10142443.10119149.0688671.56-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUAlmaLinux 9.1CentOS Stream 9Debian 12 TestingUbuntu 22.10Ubuntu 23.04 DailyFedora Server 37Ubuntu 22.04.1 LTS0.28350.5670.85051.1341.4175SE +/- 0.00, N = 15SE +/- 0.00, N = 4SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 40.540.550.900.900.900.911.26-pie -ldl - MIN: 0.5 / MAX: 25.8-pie -ldl - MIN: 0.5 / MAX: 28.36-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.5 / MAX: 13.85-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.5 / MAX: 45.32-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.51 / MAX: 48.71-pie -ldl - MIN: 0.51 / MAX: 45.62-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.31 / MAX: 93.851. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 23.04 DailyDebian 12 TestingFedora Server 37CentOS Stream 9Ubuntu 22.04.1 LTSAlmaLinux 9.130K60K90K120K150KSE +/- 1146.60, N = 3SE +/- 725.52, N = 3SE +/- 404.67, N = 3SE +/- 70.93, N = 3SE +/- 491.67, N = 3SE +/- 450.01, N = 3SE +/- 863.96, N = 3119916.92118531.23117428.87116674.85115292.4384183.9180966.74-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAlmaLinux 9.1CentOS Stream 9Ubuntu 22.10Debian 12 TestingUbuntu 23.04 DailyFedora Server 37Ubuntu 22.04.1 LTS0.46130.92261.38391.84522.3065SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 30.930.981.181.191.191.212.05-pie -ldl - MIN: 0.84 / MAX: 26.14-pie -ldl - MIN: 0.86 / MAX: 20.91-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.85 / MAX: 40.59-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: 0.85 / MAX: 32.48-pie -ldl - MIN: 0.85 / MAX: 37.6-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.48 / MAX: 94.691. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesClear Linux 37930Ubuntu 22.04.1 LTSDebian 12 TestingUbuntu 22.10Ubuntu 23.04 DailyFedora Server 37CentOS Stream 9AlmaLinux 9.12004006008001000SE +/- 1.76, N = 3SE +/- 6.43, N = 3SE +/- 1.15, N = 3SE +/- 6.66, N = 3SE +/- 4.41, N = 3SE +/- 2.96, N = 3SE +/- 1.15, N = 3SE +/- 3.18, N = 3762855858862864907976978

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goClear Linux 37930Fedora Server 37Debian 12 TestingUbuntu 22.10Ubuntu 23.04 DailyUbuntu 22.04.1 LTSCentOS Stream 9AlmaLinux 9.150100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3115132182182183185230231

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Clear Linux 37930Fedora Server 37Ubuntu 22.10Ubuntu 22.04.1 LTSDebian 12 TestingUbuntu 23.04 DailyAlmaLinux 9.1CentOS Stream 960120180240300SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.00, N = 3SE +/- 0.67, N = 3199229262263264264273274

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosClear Linux 37930Fedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 DailyDebian 12 TestingCentOS Stream 9AlmaLinux 9.120406080100SE +/- 0.25, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.25, N = 355.462.575.976.777.478.297.899.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatClear Linux 37930Fedora Server 37Debian 12 TestingUbuntu 22.10Ubuntu 22.04.1 LTSUbuntu 23.04 DailyAlmaLinux 9.1CentOS Stream 920406080100SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.36, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 357.567.482.783.784.085.3101.0102.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyClear Linux 37930Fedora Server 37Debian 12 TestingUbuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 DailyAlmaLinux 9.1CentOS Stream 9306090120150SE +/- 0.15, N = 3SE +/- 0.30, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 378.192.8112.0113.0113.0113.0129.0129.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibClear Linux 37930Fedora Server 37Ubuntu 22.04.1 LTSUbuntu 22.10Ubuntu 23.04 DailyDebian 12 TestingCentOS Stream 9AlmaLinux 9.148121620SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 312.014.415.315.315.415.515.916.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceClear Linux 37930Fedora Server 37Ubuntu 22.04.1 LTSUbuntu 23.04 DailyDebian 12 TestingUbuntu 22.10AlmaLinux 9.1CentOS Stream 9100200300400500SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.00, N = 3SE +/- 1.53, N = 3SE +/- 0.33, N = 3229268355358359359462462

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsClear Linux 37930Debian 12 TestingUbuntu 22.10Ubuntu 23.04 DailyUbuntu 22.04.1 LTSFedora Server 37AlmaLinux 9.1CentOS Stream 9510152025SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 316.316.716.816.816.918.018.318.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesClear Linux 37930Fedora Server 37Ubuntu 22.10Ubuntu 23.04 DailyUbuntu 22.04.1 LTSDebian 12 TestingCentOS Stream 9AlmaLinux 9.120406080100SE +/- 0.09, N = 3SE +/- 0.27, N = 3SE +/- 0.20, N = 3SE +/- 0.36, N = 3SE +/- 0.18, N = 3SE +/- 0.15, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 362.368.887.488.689.291.0101.0103.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileClear Linux 37930Fedora Server 37Ubuntu 22.04.1 LTSDebian 12 TestingUbuntu 22.10Ubuntu 23.04 DailyCentOS Stream 9AlmaLinux 9.1306090120150SE +/- 0.03, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 389.5105.0116.0117.0117.0117.0135.0136.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupCentOS Stream 9AlmaLinux 9.1Clear Linux 37930Fedora Server 37Ubuntu 22.04.1 LTSDebian 12 TestingUbuntu 22.10Ubuntu 23.04 Daily3691215SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 37.677.817.8910.1010.6010.7010.7010.70

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateClear Linux 37930Fedora Server 37Ubuntu 22.04.1 LTSDebian 12 TestingUbuntu 22.10Ubuntu 23.04 DailyCentOS Stream 9AlmaLinux 9.11020304050SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 326.730.836.236.336.336.943.744.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonClear Linux 37930Fedora Server 37Ubuntu 22.04.1 LTSDebian 12 TestingUbuntu 22.10Ubuntu 23.04 DailyAlmaLinux 9.1CentOS Stream 990180270360450SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3235266329330330331390395

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: KNN CADClear Linux 37930AlmaLinux 9.1Fedora Server 37Ubuntu 23.04 DailyCentOS Stream 9Debian 12 TestingUbuntu 22.10Ubuntu 22.04.1 LTS20406080100SE +/- 0.10, N = 3SE +/- 0.67, N = 3SE +/- 0.16, N = 3SE +/- 0.82, N = 3SE +/- 0.42, N = 3SE +/- 0.12, N = 3SE +/- 0.69, N = 3SE +/- 0.74, N = 366.4869.3570.8371.5174.0581.8582.1483.90

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyClear Linux 37930CentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 22.10Fedora Server 37Ubuntu 23.04 DailyDebian 12 TestingAlmaLinux 9.13691215SE +/- 0.061, N = 3SE +/- 0.016, N = 3SE +/- 0.070, N = 3SE +/- 0.118, N = 3SE +/- 0.122, N = 3SE +/- 0.025, N = 3SE +/- 0.032, N = 3SE +/- 0.058, N = 39.9029.96910.00110.05510.37110.41410.43610.890

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianClear Linux 37930AlmaLinux 9.1Fedora Server 37Ubuntu 23.04 DailyCentOS Stream 9Ubuntu 22.10Ubuntu 22.04.1 LTSDebian 12 Testing1.14262.28523.42784.57045.713SE +/- 0.021, N = 3SE +/- 0.019, N = 3SE +/- 0.011, N = 3SE +/- 0.050, N = 3SE +/- 0.030, N = 3SE +/- 0.061, N = 3SE +/- 0.059, N = 3SE +/- 0.027, N = 33.7404.0954.1234.1994.3224.8504.9075.078

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineClear Linux 37930Fedora Server 37Ubuntu 23.04 DailyAlmaLinux 9.1Ubuntu 22.04.1 LTSDebian 12 TestingUbuntu 22.10CentOS Stream 91530456075SE +/- 0.44, N = 3SE +/- 0.18, N = 3SE +/- 0.38, N = 3SE +/- 0.37, N = 3SE +/- 0.61, N = 3SE +/- 0.25, N = 3SE +/- 0.59, N = 3SE +/- 0.27, N = 354.2159.5160.4164.4164.9165.1066.7967.70

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointFedora Server 37Ubuntu 22.10Debian 12 TestingUbuntu 22.04.1 LTSClear Linux 37930AlmaLinux 9.1Ubuntu 23.04 DailyCentOS Stream 9510152025SE +/- 0.11, N = 15SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 15SE +/- 0.12, N = 3SE +/- 0.11, N = 15SE +/- 0.09, N = 3SE +/- 0.20, N = 715.0316.6316.7016.8518.3318.7820.0222.38

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSEClear Linux 37930Fedora Server 37Ubuntu 22.04.1 LTSUbuntu 23.04 DailyDebian 12 TestingUbuntu 22.10CentOS Stream 9AlmaLinux 9.11122334455SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.39, N = 4SE +/- 0.15, N = 3SE +/- 0.37, N = 3SE +/- 0.06, N = 3SE +/- 0.48, N = 3SE +/- 0.56, N = 329.5632.7837.8838.2138.3438.4246.5447.84

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteClear Linux 37930Ubuntu 22.10Ubuntu 23.04 DailyDebian 12 TestingUbuntu 22.04.1 LTSFedora Server 37CentOS Stream 9AlmaLinux 9.1400K800K1200K1600K2000KSE +/- 20560.60, N = 3SE +/- 3164.42, N = 3SE +/- 1659.18, N = 3SE +/- 3662.00, N = 3SE +/- 4887.60, N = 3SE +/- 1707.89, N = 3SE +/- 4303.11, N = 3SE +/- 1275.65, N = 31957357852283851055845516821279821180776821615319

110 Results Shown

WireGuard + Linux Networking Stack Stress Test
NAMD
DaCapo Benchmark:
  H2
  Jython
Renaissance:
  Scala Dotty
  Rand Forest
  ALS Movie Lens
  Apache Spark ALS
  Apache Spark Bayes
  Apache Spark PageRank
  Finagle HTTP Requests
  Akka Unbalanced Cobwebbed Tree
  Genetic Algorithm Using Jenetics + Futures
Zstd Compression:
  8 - Compression Speed
  8 - Decompression Speed
  19 - Compression Speed
  19 - Decompression Speed
  8, Long Mode - Compression Speed
  8, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
  19, Long Mode - Decompression Speed
Embree:
  Pathtracer ISPC - Crown
  Pathtracer ISPC - Asian Dragon
SVT-AV1:
  Preset 8 - Bosphorus 4K
  Preset 12 - Bosphorus 4K
  Preset 13 - Bosphorus 4K
Intel Open Image Denoise:
  RT.hdr_alb_nrm.3840x2160
  RTLightmap.hdr.4096x4096
OpenVKL
OSPRay
7-Zip Compression:
  Compression Rating
  Decompression Rating
Timed Linux Kernel Compilation:
  defconfig
  allmodconfig
Timed Node.js Compilation
oneDNN:
  Recurrent Neural Network Training - u8s8f32 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
OpenSSL:
 
 
CockroachDB:
  MoVR - 128
  MoVR - 512
  MoVR - 1024
  KV, 10% Reads - 128
  KV, 10% Reads - 512
  KV, 50% Reads - 128
  KV, 50% Reads - 512
  KV, 60% Reads - 128
  KV, 60% Reads - 512
  KV, 95% Reads - 128
  KV, 10% Reads - 1024
  KV, 50% Reads - 1024
  KV, 60% Reads - 1024
  KV, 95% Reads - 1024
GROMACS
MariaDB
PostgreSQL:
  100 - 250 - Read Only
  100 - 250 - Read Only - Average Latency
  100 - 500 - Read Only
  100 - 500 - Read Only - Average Latency
  100 - 250 - Read Write
  100 - 500 - Read Write
  100 - 500 - Read Write - Average Latency
Blender
OpenVINO:
  Face Detection FP16 - CPU:
    FPS
    ms
  Person Detection FP16 - CPU:
    FPS
    ms
  Person Detection FP32 - CPU:
    FPS
    ms
  Vehicle Detection FP16 - CPU:
    FPS
    ms
  Face Detection FP16-INT8 - CPU:
    FPS
    ms
  Vehicle Detection FP16-INT8 - CPU:
    FPS
    ms
  Weld Porosity Detection FP16 - CPU:
    FPS
    ms
  Machine Translation EN To DE FP16 - CPU:
    FPS
    ms
  Weld Porosity Detection FP16-INT8 - CPU:
    FPS
    ms
  Person Vehicle Bike Detection FP16 - CPU:
    FPS
    ms
  Age Gender Recognition Retail 0013 FP16 - CPU:
    FPS
    ms
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    FPS
    ms
PyBench
PyPerformance:
  go
  2to3
  chaos
  float
  nbody
  pathlib
  raytrace
  json_loads
  crypto_pyaes
  regex_compile
  python_startup
  django_template
  pickle_pure_python
Numenta Anomaly Benchmark:
  KNN CAD
  Relative Entropy
  Windowed Gaussian
  Earthgecko Skyline
  Bayesian Changepoint
  Contextual Anomaly Detector OSE
PHPBench