EPYC Genoa Linux Distros

2 x AMD EPYC 9654 96-Core testing with a AMD Titanite_4G (RTI1002E BIOS) and ASPEED on Fedora Linux 37 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2212296-NE-2212283NE76
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
Timed Code Compilation 3 Tests
C/C++ Compiler Tests 4 Tests
CPU Massive 12 Tests
Creator Workloads 8 Tests
Database Test Suite 5 Tests
Game Development 3 Tests
HPC - High Performance Computing 7 Tests
Java 2 Tests
Common Kernel Benchmarks 2 Tests
Machine Learning 3 Tests
Molecular Dynamics 3 Tests
MPI Benchmarks 2 Tests
Multi-Core 17 Tests
NVIDIA GPU Compute 2 Tests
Intel oneAPI 6 Tests
OpenMPI Tests 3 Tests
Programmer / Developer System Benchmarks 5 Tests
Python 3 Tests
Renderers 2 Tests
Scientific Computing 4 Tests
Server 6 Tests
Server CPU Tests 12 Tests
Single-Threaded 2 Tests

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Ubuntu 22.10
December 24 2022
  19 Hours, 14 Minutes
Ubuntu 22.10 - perf governor
December 25 2022
  18 Hours, 59 Minutes
CentOS Stream 9
December 27 2022
  18 Hours, 29 Minutes
Fedora Server 37
December 28 2022
  14 Hours, 28 Minutes
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  17 Hours, 47 Minutes

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Ubuntu 22.10

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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
Processor Notes: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d
Java Notes: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)
Python Notes: Python 3.10.7
Security Notes: 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 22.10 - perf governor

Processor: 2 x AMD EPYC 9654 96-Core (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe

OS: Ubuntu 22.10, Kernel: 5.19.0-26-generic (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4, Vulkan: 1.3.224, Compiler: GCC 12.2.0 + Clang 15.0.2-1, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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
Processor Notes: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa10110d
Java Notes: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)
Python Notes: Python 3.10.7
Security Notes: 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

Processor: 2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB + 0GB Ultra USB 3.0, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe

OS: CentOS Stream 9, Kernel: 5.14.0-214.el9.x86_64 (x86_64), Desktop: GNOME Shell 40.10, Display Server: X Server 1.20.11, Compiler: GCC 11.3.1 20221121, File-System: xfs, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --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
Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110d
Java Notes: OpenJDK Runtime Environment (Red_Hat-11.0.17.0.8-2.el9) (build 11.0.17+8-LTS)
Python Notes: Python 3.9.16
Security Notes: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Fedora Server 37

Processor: 2 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB + 257GB Flash Drive, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe

OS: Fedora Linux 37, Kernel: 6.0.15-300.fc37.x86_64 (x86_64), Compiler: GCC 12.2.1 20221121, File-System: xfs, Screen Resolution: 640x480

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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
Processor Notes: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d
Java Notes: OpenJDK Runtime Environment (Red_Hat-17.0.5.0.8-1.fc37) (build 17.0.5+8)
Python Notes: Python 3.11.1
Security Notes: 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

EPYC Genoa Linux DistrosProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 372 x AMD EPYC 9654 96-Core (192 Cores / 384 Threads)AMD Titanite_4G (RTI1002E BIOS)AMD Device 14a41520GB800GB INTEL SSDPF21Q800GBASPEEDVGA HDMIBroadcom NetXtreme BCM5720 PCIeUbuntu 22.105.19.0-26-generic (x86_64)GNOME Shell 43.0X Server 1.21.1.41.3.224GCC 12.2.0 + Clang 15.0.2-1ext41920x10802 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads)800GB INTEL SSDPF21Q800GB + 0GB Ultra USB 3.0CentOS Stream 95.14.0-214.el9.x86_64 (x86_64)GNOME Shell 40.10X Server 1.20.11GCC 11.3.1 20221121xfs2 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads)800GB INTEL SSDPF21Q800GB + 257GB Flash DriveFedora Linux 376.0.15-300.fc37.x86_64 (x86_64)GCC 12.2.1 20221121640x480OpenBenchmarking.orgKernel Details- Ubuntu 22.10: Transparent Huge Pages: madvise- Ubuntu 22.10 - perf governor: Transparent Huge Pages: madvise- CentOS Stream 9: Transparent Huge Pages: always- Fedora Server 37: Transparent Huge Pages: madviseCompiler Details- Ubuntu 22.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Ubuntu 22.10 - perf governor: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - CentOS Stream 9: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl - Fedora Server 37: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-multilib --enable-offload-defaulted --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver Processor Details- Ubuntu 22.10: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d- Ubuntu 22.10 - perf governor: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa10110d- CentOS Stream 9: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110d- Fedora Server 37: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110dJava Details- Ubuntu 22.10: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)- Ubuntu 22.10 - perf governor: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)- CentOS Stream 9: OpenJDK Runtime Environment (Red_Hat-11.0.17.0.8-2.el9) (build 11.0.17+8-LTS)- Fedora Server 37: OpenJDK Runtime Environment (Red_Hat-17.0.5.0.8-1.fc37) (build 17.0.5+8)Python Details- Ubuntu 22.10: Python 3.10.7- Ubuntu 22.10 - perf governor: Python 3.10.7- CentOS Stream 9: Python 3.9.16- Fedora Server 37: Python 3.11.1Security Details- Ubuntu 22.10: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Ubuntu 22.10 - perf governor: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - CentOS Stream 9: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Fedora Server 37: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37Logarithmic Result OverviewPhoronix Test SuiteGPAWTimed Linux Kernel CompilationMariaDBRenaissanceSVT-AV17-Zip CompressionDaCapo BenchmarkPyPerformanceCockroachDBoneDNNZstd CompressionIntel Open Image DenoiseWireGuard + Linux Networking Stack Stress TestNumenta Anomaly BenchmarkPostgreSQLPyBenchGROMACSOpenVINOPHPBenchOpenVKLOSPRayBlenderOpenSSLEmbreeNAMD

EPYC Genoa Linux Distrosgpaw: Carbon Nanotuberenaissance: ALS Movie Lensrenaissance: Apache Spark ALScompress-7zip: Compression Ratingcompress-zstd: 8, Long Mode - Compression Speedrenaissance: Genetic Algorithm Using Jenetics + Futuresmysqlslap: 256cockroach: MoVR - 512pyperformance: gocockroach: MoVR - 128cockroach: MoVR - 1024pyperformance: raytracerenaissance: Apache Spark Bayesopenvino: Age Gender Recognition Retail 0013 FP16 - CPUpyperformance: chaospyperformance: python_startupcockroach: KV, 10% Reads - 128pyperformance: floatopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUnumenta-nab: Bayesian Changepointpyperformance: pickle_pure_pythonspark: 10000000 - 500 - SHA-512 Benchmark Timespark: 10000000 - 100 - SHA-512 Benchmark Timepyperformance: crypto_pyaesrenaissance: In-Memory Database Shootoutsvt-av1: Preset 8 - Bosphorus 4Knumenta-nab: Contextual Anomaly Detector OSEpyperformance: django_templatebuild-linux-kernel: defconfigcompress-zstd: 19, Long Mode - Compression Speedpyperformance: nbodyrenaissance: Rand Forestcockroach: KV, 50% Reads - 128cockroach: KV, 60% Reads - 128cockroach: KV, 50% Reads - 512cockroach: KV, 10% Reads - 512ospray: particle_volume/pathtracer/real_timecockroach: KV, 95% Reads - 128pyperformance: regex_compilebuild-nodejs: Time To Compilecockroach: KV, 10% Reads - 1024cockroach: KV, 60% Reads - 512openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUoidn: RTLightmap.hdr.4096x4096pyperformance: 2to3oidn: RT.hdr_alb_nrm.3840x2160wireguard: numenta-nab: KNN CADrenaissance: Apache Spark PageRanknumenta-nab: Windowed Gaussiancompress-zstd: 8 - Compression Speedspark: 10000000 - 500 - Calculate Pi Benchmarkrenaissance: Finagle HTTP Requestsbuild-gem5: Time To Compilenumenta-nab: Earthgecko Skylinespark: 10000000 - 100 - Calculate Pi Benchmarkpybench: Total For Average Test Timesrenaissance: Akka Unbalanced Cobwebbed Treecockroach: KV, 50% Reads - 1024build-linux-kernel: allmodconfiggromacs: MPI CPU - water_GMX50_barecompress-zstd: 19 - Decompression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 8 - Decompression Speedpyperformance: json_loadsphpbench: PHP Benchmark Suitepyperformance: pathlibcassandra: Writescompress-7zip: Decompression Ratingdacapobench: Jythoncompress-zstd: 19, Long Mode - Decompression Speedopenvkl: vklBenchmark ISPCopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUpgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlynumenta-nab: Relative Entropypgbench: 100 - 250 - Read Onlyopenvino: Age Gender Recognition Retail 0013 FP16 - CPUblender: Classroom - CPU-Onlyopenssl: embree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonnwchem: C240 Buckyballopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenssl: ospray: particle_volume/ao/real_timeopenvino: Person Vehicle Bike Detection FP16 - CPUospray: gravity_spheres_volume/dim_512/scivis/real_timeopenvino: Person Vehicle Bike Detection FP16 - CPUnamd: ATPase Simulation - 327,506 Atomsopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUospray: particle_volume/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timeopenvino: Weld Porosity Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUospray: gravity_spheres_volume/dim_512/ao/real_timeopenvino: Weld Porosity Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Face Detection FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUpgbench: 100 - 500 - Read Write - Average Latencypgbench: 100 - 500 - Read Writepgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 250 - Read Writecockroach: KV, 95% Reads - 1024cockroach: KV, 60% Reads - 1024cockroach: KV, 95% Reads - 512spark: 10000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 100 - Broadcast Inner Join Test Timespark: 10000000 - 100 - Inner Join Test Timespark: 10000000 - 100 - Repartition Test Timespark: 10000000 - 100 - Group By Test Timespark: 10000000 - 100 - Calculate Pi Benchmark Using Dataframeonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUsvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Kcompress-zstd: 19 - Compression Speedrenaissance: Scala Dottydacapobench: Tradebeansdacapobench: H2Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3723.21521335.14692.5787085676.72878.0328610.6182610.8611.7359790.70.9076.710.725586.583.737.751262.7537.611266.3016.62633016.1714.8687.46819.266.25638.42136.325.55739.7113770.037011.340495.939856.830362.3174.31656347.2117100.06031192.443058.31.181.652623.44387.53982.1383265.44.8504220.79.2112720.9140.41566.7869.2986232544.942428.0144.34218.5763468.84460.84181.916.885228315.3234467113717535053527.91285119916.920.1540.086325269710.0552906035149753.6921.1344112.2182.3976211.74981554.97384.356.492918571.642.80855.2943.09069052.630.12870963.3549.7742.712553.92554.864.3610984.8643.85599845.21471.179.96101.6619163.47250.59191.1744.8281124518.4161402956954.645989.760113.44.217.3014.248.0713.854.132711.972216.452819.872187.43164.000182.03086.5692.96695717623.23020209.04377.28748981144.21626.6416949.5183948.0947.5361512.10.5576.87.0233324.184.237.921256.8337.931256.7616.54533011.1510.1488.35041.293.25238.07836.225.16540.1112633.045420.250763.347183.035924.6220.69164140.311797.64936217.153436.00.981.692533.60347.02483.6083114.34.7794443.89.0212279.8137.59266.0619.1886129367.346917.7145.10218.7563475.04523.64170.416.885955415.4258565117526032763549.01337122351.790.1580.08731731329.8182882125146388.0620.9944502.7182.2662213.91571519.27400.006.472938439.542.84905.3143.09289031.680.12873958.1450.0342.780654.14774.854.3511010.4544.17599859.39470.009.93101.9319201.93250.72191.0537.4821340014.0581936164779.147350.561535.23.735.649.266.0810.763.822398.862091.752452.352052.39261.788257.96393.5672.440574607140.9296030.51576.51389443970.31691.0579936.2230936.3937.0462471.80.5597.87.6738849.710253.71889.8953.87886.8922.37939510.9010.081014740.894.26446.54143.718.08555.2129592.750034.554048.553059.939678.9227.20565223.313577.99439412.154178.30.981.402743.01324.45474.0462923.34.3224900.710.3612286.4157.58967.69510.4297628716.648074.416.6393901.15013.34679.918.877682115.9243423122972733343812.91316115292.430.1550.09032266979.9692776596142443.1020.5644352.6180.7475212.74587358.646.512927055.042.36115.2943.53809059.490.12934949.6250.4742.328353.77624.884.3610981.9644.02419793.55471.7610.05101.6518953.44251.14190.7640.5591234616.3761565661954.951501.861494.94.015.509.006.3511.633.802024.981812.702044.141834.63226.803263.551113.5629.141044212139.8898783.21848.4672345644.72798.5451544.0132545.8548.2268655.10.9162.510.131400.467.435.761332.0436.041322.8615.02626668.866.38132.78330.822.31443.092.8815.942943.944400.845199.634135.1174.94350569.810535127.049104.11.211.452293.07358.34870.8302766.74.1234326.411080.759.50590732435.544065.7162.90318.7593714.54749.34421.518.082118014.4111879935723803.31258116674.850.1630.091307579810.3712760594146533.1021.4543315.7177.7106208.98487232.286.622872414.241.89175.4142.58438867.050.13139943.6950.7941.958053.13504.934.4210836.1043.48059708.74477.1510.08100.4718954.91253.35189.0942.5421177212.1372970055610.348661.957977.82520.372068.172445.172105.29155.208167.15196.1700.26264OpenBenchmarking.org

GPAW

GPAW is a density-functional theory (DFT) Python code based on the projector-augmented wave (PAW) method and the atomic simulation environment (ASE). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon NanotubeCentOS Stream 9Fedora Server 37Ubuntu 22.10 - perf governorUbuntu 22.10306090120150SE +/- 0.68, N = 3SE +/- 0.06, N = 3SE +/- 0.29, N = 3SE +/- 0.13, N = 3140.93139.8923.2323.22-fexceptions -pipe -m64 -march=x86-64-v2 -mtune=generic -fcf-protection -fPIC -UNDEBUG -std=c99-fexceptions -pipe -m64 -mtune=generic -fcf-protection -fPIC -UNDEBUG -std=c991. (CC) gcc options: -shared -lxc -lblas -lmpi -O2 -fwrapv

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: ALS Movie LensUbuntu 22.10Ubuntu 22.10 - perf governorFedora Server 37CentOS Stream 95K10K15K20K25KSE +/- 192.60, N = 9SE +/- 279.89, N = 3SE +/- 74.67, N = 3SE +/- 23.39, N = 321335.120209.08783.26030.5MIN: 18879.72 / MAX: 25695.67MIN: 19500.01 / MAX: 24557.67MIN: 8639.99 / MAX: 10237.18MIN: 5918.45 / MAX: 6465.34

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSUbuntu 22.10Ubuntu 22.10 - perf governorFedora Server 37CentOS Stream 910002000300040005000SE +/- 59.28, N = 3SE +/- 86.27, N = 9SE +/- 10.61, N = 3SE +/- 5.68, N = 34692.54377.21848.41576.5MIN: 4127.65 / MAX: 5167.1MIN: 3244.25 / MAX: 5257.88MIN: 1638.44 / MAX: 2511.81MIN: 1459.6 / MAX: 1753.97

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 RatingFedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9300K600K900K1200K1500KSE +/- 1603.43, N = 3SE +/- 3348.48, N = 3SE +/- 7662.82, N = 3SE +/- 974.94, N = 367234578708587489813894431. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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, Long Mode - Compression SpeedFedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor2004006008001000SE +/- 5.37, N = 3SE +/- 2.43, N = 3SE +/- 6.55, N = 15SE +/- 1.52, N = 3644.7676.7970.31144.21. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.10: *** 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 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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: Genetic Algorithm Using Jenetics + FuturesUbuntu 22.10Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governor6001200180024003000SE +/- 9.65, N = 3SE +/- 19.72, N = 3SE +/- 11.25, N = 15SE +/- 17.78, N = 52878.02798.51691.01626.6MIN: 2703.32 / MAX: 2993.07MIN: 2498.74 / MAX: 3163.59MIN: 1444.06 / MAX: 1851.47MIN: 1501.7 / MAX: 1831.72

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: 256Ubuntu 22.10Ubuntu 22.10 - perf governorFedora Server 37CentOS Stream 9130260390520650SE +/- 6.00, N = 8SE +/- 4.92, N = 4SE +/- 1.65, N = 3SE +/- 5.27, N = 7328416451579-shared -lrt -lstdc++-shared -lrt -lstdc++-shared -lrt -lstdc++-lcrypt -lssl -lcrypto1. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -lpthread -lz -ldl -lm

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: 512Fedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor2004006008001000SE +/- 1.45, N = 3SE +/- 0.90, N = 3SE +/- 6.55, N = 3SE +/- 2.73, N = 3544.0610.6936.2949.5

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: goCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10Fedora Server 3750100150200250SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3230183182132

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: 128Fedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor2004006008001000SE +/- 0.44, N = 3SE +/- 2.40, N = 3SE +/- 0.95, N = 3SE +/- 3.08, N = 3545.8610.8936.3948.0

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024Fedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor2004006008001000SE +/- 1.08, N = 3SE +/- 1.15, N = 3SE +/- 1.58, N = 3SE +/- 4.44, N = 3548.2611.7937.0947.5

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: raytraceCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10Fedora Server 37100200300400500SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3462361359268

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: Apache Spark BayesUbuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 92004006008001000SE +/- 7.05, N = 3SE +/- 3.27, N = 3SE +/- 6.18, N = 4SE +/- 2.67, N = 3790.7655.1512.1471.8MIN: 421.92 / MAX: 1358.68MIN: 345.98 / MAX: 897.06MIN: 286.68 / MAX: 1271.97MIN: 279.75 / MAX: 1172.44

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.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUFedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor0.20480.40960.61440.81921.024SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 30.910.900.550.55-pie -ldl - MIN: 0.51 / MAX: 45.62-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.5 / MAX: 45.32-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: 36.321. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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: chaosCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10Fedora Server 3720406080100SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 397.876.876.762.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 22.10Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governor3691215SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 310.7010.107.677.02

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: KV, 10% Reads - Concurrency: 128Ubuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 98K16K24K32K40KSE +/- 322.46, N = 15SE +/- 453.10, N = 12SE +/- 338.33, N = 15SE +/- 411.94, N = 1525586.531400.433324.138849.7

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: floatCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10Fedora Server 3720406080100SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.36, N = 3SE +/- 0.07, N = 3102.084.283.767.4

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: Person Detection FP32 - Device: CPUFedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 91224364860SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 335.7637.7537.9253.71-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -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: CPUFedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 930060090012001500SE +/- 4.57, N = 3SE +/- 5.19, N = 3SE +/- 1.02, N = 3SE +/- 0.66, N = 31332.041262.751256.83889.89-pie -ldl - MIN: 835.26 / MAX: 2178.64-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: 849.6 / MAX: 1940.53-pie -ldl - MIN: 773.74 / MAX: 1094.621. (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: CPUFedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 91224364860SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 336.0437.6137.9353.87-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -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: CPUFedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 930060090012001500SE +/- 4.48, N = 3SE +/- 3.25, N = 3SE +/- 4.90, N = 3SE +/- 0.53, N = 31322.861266.301256.76886.89-pie -ldl - MIN: 853.35 / MAX: 2120.83-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 829.67 / MAX: 2001.08-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 787.21 / MAX: 2006.51-pie -ldl - MIN: 734.54 / MAX: 1028.621. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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: Bayesian ChangepointCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governorFedora Server 37510152025SE +/- 0.20, N = 7SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 1522.3816.6316.5515.03

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: pickle_pure_pythonCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10Fedora Server 3790180270360450SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.58, N = 3395330330266

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark TimeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 948121620SE +/- 0.14, N = 15SE +/- 0.12, N = 15SE +/- 0.13, N = 1516.1711.1510.90

Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time

Fedora Server 37: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 948121620SE +/- 0.09, N = 3SE +/- 0.08, N = 15SE +/- 0.09, N = 1514.8610.1410.08

Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time

Fedora Server 37: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

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: crypto_pyaesCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10Fedora Server 3720406080100SE +/- 0.00, N = 3SE +/- 0.17, N = 3SE +/- 0.20, N = 3SE +/- 0.27, N = 3101.088.387.468.8

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: In-Memory Database ShootoutUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 915003000450060007500SE +/- 49.85, N = 12SE +/- 45.88, N = 3SE +/- 57.62, N = 156819.25041.24740.8MIN: 6195.68 / MAX: 9376.89MIN: 4538.9 / MAX: 6543.74MIN: 4254.57 / MAX: 7513.03

Test: In-Memory Database Shootout

Fedora Server 37: The test run did not produce a result.

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 4KUbuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 920406080100SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.99, N = 5SE +/- 0.15, N = 366.2666.3893.2594.261. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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: Contextual Anomaly Detector OSECentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governorFedora Server 371122334455SE +/- 0.48, N = 3SE +/- 0.06, N = 3SE +/- 0.23, N = 3SE +/- 0.08, N = 346.5438.4238.0832.78

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: django_templateCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governorFedora Server 371020304050SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 343.736.336.230.8

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: defconfigUbuntu 22.10Ubuntu 22.10 - perf governorFedora Server 37CentOS Stream 9612182430SE +/- 0.16, N = 15SE +/- 0.25, N = 6SE +/- 0.15, N = 14SE +/- 0.12, N = 1325.5625.1722.3118.09

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: 19, Long Mode - Compression SpeedUbuntu 22.10Ubuntu 22.10 - perf governorFedora Server 37CentOS Stream 91224364860SE +/- 0.28, N = 15SE +/- 0.55, N = 15SE +/- 0.40, N = 3SE +/- 0.95, N = 1239.740.143.055.21. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

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: nbodyCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governorFedora Server 37306090120150SE +/- 0.00, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.30, N = 3129.0113.0112.092.8

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: Random ForestFedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 92004006008001000SE +/- 7.61, N = 7SE +/- 9.21, N = 3SE +/- 2.99, N = 3SE +/- 5.43, N = 7815.9770.0633.0592.7MIN: 683.47 / MAX: 1022MIN: 616.18 / MAX: 1004MIN: 556.06 / MAX: 804.33MIN: 527.25 / MAX: 739.58

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: KV, 50% Reads - Concurrency: 128Ubuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 911K22K33K44K55KSE +/- 356.72, N = 15SE +/- 201.56, N = 3SE +/- 416.43, N = 15SE +/- 329.62, N = 1437011.342943.945420.250034.5

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128Ubuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 912K24K36K48K60KSE +/- 512.79, N = 3SE +/- 428.40, N = 15SE +/- 506.75, N = 5SE +/- 481.43, N = 340495.944400.850763.354048.5

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 512Ubuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 911K22K33K44K55KSE +/- 263.98, N = 15SE +/- 369.59, N = 3SE +/- 419.75, N = 15SE +/- 165.79, N = 339856.845199.647183.053059.9

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 512Ubuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 98K16K24K32K40KSE +/- 323.23, N = 4SE +/- 149.58, N = 3SE +/- 366.30, N = 6SE +/- 311.20, N = 1030362.334135.135924.639678.9

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_timeUbuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 950100150200250SE +/- 1.42, N = 3SE +/- 0.88, N = 3SE +/- 2.22, N = 3SE +/- 0.76, N = 3174.32174.94220.69227.21

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: KV, 95% Reads - Concurrency: 128Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 914K28K42K56K70KSE +/- 579.24, N = 3SE +/- 200.15, N = 3SE +/- 281.22, N = 3SE +/- 628.54, N = 350569.856347.264140.365223.3

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: regex_compileCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10Fedora Server 37306090120150SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3135117117105

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 22.10Ubuntu 22.10 - perf governorCentOS Stream 920406080100SE +/- 0.35, N = 3SE +/- 0.61, N = 3SE +/- 0.51, N = 3100.0697.6577.99

Time To Compile

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

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: KV, 10% Reads - Concurrency: 1024Ubuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 98K16K24K32K40KSE +/- 241.56, N = 3SE +/- 229.36, N = 3SE +/- 352.51, N = 6SE +/- 464.92, N = 331192.435127.036217.139412.1

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 512Ubuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 912K24K36K48K60KSE +/- 340.08, N = 15SE +/- 339.30, N = 3SE +/- 242.19, N = 3SE +/- 718.51, N = 1543058.349104.153436.054178.3

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.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUFedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor0.27230.54460.81691.08921.3615SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.211.180.980.98-pie -ldl - MIN: 0.85 / MAX: 37.6-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.85 / MAX: 40.59-pie -ldl - MIN: 0.86 / MAX: 20.91-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.86 / MAX: 38.391. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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: RTLightmap.hdr.4096x4096CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor0.38030.76061.14091.52121.9015SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.401.451.651.69

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: 2to3CentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governorFedora Server 3760120180240300SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3274262253229

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.3840x2160CentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor0.811.622.433.244.05SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 33.013.073.443.60

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 TestUbuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 980160240320400SE +/- 2.72, N = 3SE +/- 3.56, N = 3SE +/- 3.80, N = 4SE +/- 1.38, N = 3387.54358.35347.02324.45

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 CADUbuntu 22.10 - perf governorUbuntu 22.10CentOS Stream 9Fedora Server 3720406080100SE +/- 1.04, N = 4SE +/- 0.69, N = 3SE +/- 0.42, N = 3SE +/- 0.16, N = 383.6182.1474.0570.83

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: Apache Spark PageRankUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 377001400210028003500SE +/- 28.02, N = 15SE +/- 41.70, N = 15SE +/- 21.88, N = 15SE +/- 32.20, N = 153265.43114.32923.32766.7MIN: 2655.41 / MAX: 3881.15MIN: 2419.98 / MAX: 3598.87MIN: 2403.03 / MAX: 3206.49MIN: 2189.29 / MAX: 3157.41

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: Windowed GaussianUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371.09132.18263.27394.36525.4565SE +/- 0.061, N = 3SE +/- 0.038, N = 3SE +/- 0.030, N = 3SE +/- 0.011, N = 34.8504.7794.3224.123

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 SpeedUbuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 911002200330044005500SE +/- 35.39, N = 3SE +/- 65.04, N = 15SE +/- 10.58, N = 3SE +/- 41.70, N = 154220.74326.44443.84900.71. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor3691215SE +/- 0.02, N = 15SE +/- 0.06, N = 15SE +/- 0.08, N = 1510.369.219.02

Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark

Fedora Server 37: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

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: Finagle HTTP RequestsUbuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governorFedora Server 373K6K9K12K15KSE +/- 50.48, N = 3SE +/- 58.98, N = 3SE +/- 30.45, N = 3SE +/- 35.06, N = 312720.912286.412279.811080.7MIN: 11580.19 / MAX: 12819.18MIN: 11309.31 / MAX: 12381.79MIN: 11289.79 / MAX: 12493.84MIN: 9893.27 / MAX: 11796.43

Timed Gem5 Compilation

This test times how long it takes to compile Gem5. Gem5 is a simulator for computer system architecture research. Gem5 is widely used for computer architecture research within the industry, academia, and more. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To CompileCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor306090120150SE +/- 1.41, N = 7SE +/- 0.71, N = 3SE +/- 1.66, N = 3157.59140.42137.59

Time To Compile

Fedora Server 37: The test quit with a non-zero exit status. E: TypeError: config_embedded_python..flag_filter() takes 2 positional arguments but 3 were given:

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: Earthgecko SkylineCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governorFedora Server 371530456075SE +/- 0.27, N = 3SE +/- 0.59, N = 3SE +/- 0.41, N = 3SE +/- 0.18, N = 367.7066.7966.0659.51

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor3691215SE +/- 0.02, N = 15SE +/- 0.21, N = 3SE +/- 0.06, N = 1510.429.299.18

Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark

Fedora Server 37: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

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 TimesCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 1.15, N = 3SE +/- 2.96, N = 3SE +/- 6.66, N = 3SE +/- 4.33, N = 3976907862861

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: Akka Unbalanced Cobwebbed TreeUbuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 97K14K21K28K35KSE +/- 188.80, N = 3SE +/- 334.94, N = 4SE +/- 317.43, N = 9SE +/- 307.26, N = 532544.932435.529367.328716.6MIN: 24552.33 / MAX: 32901.57MIN: 23254.6 / MAX: 33407.51MIN: 18263.23 / MAX: 30267.41MIN: 18893.22 / MAX: 29553.21

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: KV, 50% Reads - Concurrency: 1024Ubuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 910K20K30K40K50KSE +/- 505.70, N = 4SE +/- 556.43, N = 15SE +/- 385.41, N = 15SE +/- 683.53, N = 1542428.044065.746917.748074.4

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: allmodconfigFedora Server 37Ubuntu 22.10 - perf governorUbuntu 22.104080120160200SE +/- 1.58, N = 3SE +/- 0.49, N = 3SE +/- 0.34, N = 3162.90145.10144.34

Build: allmodconfig

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

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_bareCentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governorFedora Server 37510152025SE +/- 0.02, N = 3SE +/- 0.14, N = 12SE +/- 0.02, N = 3SE +/- 0.03, N = 316.6418.5818.7618.761. (CXX) g++ options: -O3

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: 19 - Decompression SpeedUbuntu 22.10Ubuntu 22.10 - perf governorFedora Server 37CentOS Stream 98001600240032004000SE +/- 11.07, N = 12SE +/- 17.84, N = 5SE +/- 12.53, N = 7SE +/- 7.00, N = 33468.83475.03714.53901.11. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedUbuntu 22.10Ubuntu 22.10 - perf governorFedora Server 37CentOS Stream 911002200330044005500SE +/- 6.47, N = 3SE +/- 58.12, N = 3SE +/- 88.02, N = 3SE +/- 2.82, N = 154460.84523.64749.35013.31. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedUbuntu 22.10 - perf governorUbuntu 22.10Fedora Server 37CentOS Stream 910002000300040005000SE +/- 4.06, N = 3SE +/- 2.85, N = 3SE +/- 28.83, N = 15SE +/- 1.95, N = 154170.44181.94421.54679.91. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

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: json_loadsCentOS Stream 9Fedora Server 37Ubuntu 22.10 - perf governorUbuntu 22.10510152025SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 318.818.016.816.8

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 SuiteCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor200K400K600K800K1000KSE +/- 4303.11, N = 3SE +/- 1707.89, N = 3SE +/- 3164.42, N = 3SE +/- 10109.62, N = 3776821821180852283859554

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: pathlibCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10Fedora Server 3748121620SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 315.915.415.314.4

Apache Cassandra

This is a benchmark of the Apache Cassandra NoSQL database management system making use of cassandra-stress. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesUbuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor60K120K180K240K300KSE +/- 2145.84, N = 3SE +/- 638.52, N = 3SE +/- 965.17, N = 3234467243423258565

Test: Writes

Fedora Server 37: The test run did not produce a result.

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: Decompression RatingFedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9300K600K900K1200K1500KSE +/- 18301.88, N = 3SE +/- 26469.97, N = 3SE +/- 9657.43, N = 3SE +/- 9785.85, N = 311187991137175117526012297271. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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: JythonFedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor8001600240032004000SE +/- 2.60, N = 4SE +/- 9.21, N = 4SE +/- 8.11, N = 4SE +/- 23.29, N = 43572350533343276

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: 19, Long Mode - Decompression SpeedUbuntu 22.10Ubuntu 22.10 - perf governorFedora Server 37CentOS Stream 98001600240032004000SE +/- 13.38, N = 15SE +/- 13.95, N = 15SE +/- 41.20, N = 3SE +/- 2.37, N = 123527.93549.03803.33812.91. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

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 ISPCFedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor30060090012001500SE +/- 11.66, N = 7SE +/- 2.52, N = 3SE +/- 15.10, N = 3SE +/- 7.54, N = 31258128513161337MIN: 330 / MAX: 5417MIN: 328 / MAX: 3941MIN: 331 / MAX: 4903MIN: 328 / MAX: 5125

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: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor30K60K90K120K150KSE +/- 491.67, N = 3SE +/- 70.93, N = 3SE +/- 1146.60, N = 3SE +/- 268.69, N = 3115292.43116674.85119916.92122351.79-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 -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyFedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 9Ubuntu 22.100.03670.07340.11010.14680.1835SE +/- 0.001, N = 12SE +/- 0.002, N = 3SE +/- 0.001, N = 7SE +/- 0.001, N = 30.1630.1580.1550.1541. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.100.02050.0410.06150.0820.1025SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0910.0900.0870.0861. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyFedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 9Ubuntu 22.10700K1400K2100K2800K3500KSE +/- 26205.32, N = 12SE +/- 45342.54, N = 3SE +/- 30412.80, N = 7SE +/- 23929.05, N = 330757983173132322669732526971. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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: Relative EntropyFedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor3691215SE +/- 0.122, N = 3SE +/- 0.118, N = 3SE +/- 0.016, N = 3SE +/- 0.091, N = 310.37110.0559.9699.818

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 OnlyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10600K1200K1800K2400K3000KSE +/- 5487.30, N = 3SE +/- 9449.08, N = 3SE +/- 9286.34, N = 3SE +/- 7713.61, N = 327605942776596288212529060351. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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: Age Gender Recognition Retail 0013 FP16 - Device: CPUCentOS Stream 9Ubuntu 22.10 - perf governorFedora Server 37Ubuntu 22.1030K60K90K120K150KSE +/- 1753.42, N = 4SE +/- 964.99, N = 3SE +/- 1959.90, N = 3SE +/- 2082.25, N = 3142443.10146388.06146533.10149753.69-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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-OnlyFedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9510152025SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 321.4521.1320.9920.56

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 BetterOpenSSLFedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor10K20K30K40K50KSE +/- 4.46, N = 3SE +/- 212.14, N = 3SE +/- 4.25, N = 3SE +/- 26.83, N = 343315.744112.244352.644502.71. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)2. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)3. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)4. Ubuntu 22.10 - perf governor: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

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: CrownFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.104080120160200SE +/- 0.62, N = 3SE +/- 0.70, N = 3SE +/- 0.70, N = 3SE +/- 0.45, N = 3177.71180.75182.27182.40MIN: 130.43 / MAX: 201.93MIN: 134.63 / MAX: 202.84MIN: 131.2 / MAX: 210.44MIN: 131.93 / MAX: 211.14

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonFedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor50100150200250SE +/- 0.52, N = 3SE +/- 0.38, N = 3SE +/- 0.21, N = 3SE +/- 0.23, N = 3208.98211.75212.75213.92MIN: 204.08 / MAX: 217.58MIN: 206.83 / MAX: 224.62MIN: 207.91 / MAX: 226.6MIN: 209.29 / MAX: 225.68

NWChem

NWChem is an open-source high performance computational chemistry package. Per NWChem's documentation, "NWChem aims to provide its users with computational chemistry tools that are scalable both in their ability to treat large scientific computational chemistry problems efficiently, and in their use of available parallel computing resources from high-performance parallel supercomputers to conventional workstation clusters." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballUbuntu 22.10Ubuntu 22.10 - perf governor300600900120015001554.91519.21. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz -lcomex -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

Input: C240 Buckyball

CentOS Stream 9: The test quit with a non-zero exit status. E: /nwchem-7.0.2/bin/LINUX64/nwchem: error while loading shared libraries: libmpi_usempif08.so.40: cannot open shared object file: No such file or directory

Fedora Server 37: The test quit with a non-zero exit status. E: /nwchem-7.0.2/bin/LINUX64/nwchem: error while loading shared libraries: libmpi_usempif08.so.40: cannot open shared object file: No such file or directory

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: Vehicle Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor16003200480064008000SE +/- 8.70, N = 3SE +/- 5.01, N = 3SE +/- 1.41, N = 3SE +/- 6.57, N = 37232.287358.647384.357400.00-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 -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: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 36.626.516.496.47-pie -ldl - MIN: 5.24 / MAX: 87.52-pie -ldl - MIN: 5.5 / MAX: 35.37-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.26 / MAX: 80.04-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.94 / MAX: 66.161. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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.orgverify/s, More Is BetterOpenSSLFedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor600K1200K1800K2400K3000KSE +/- 30.18, N = 3SE +/- 14395.43, N = 3SE +/- 508.56, N = 3SE +/- 457.92, N = 32872414.22918571.62927055.02938439.51. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)2. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)3. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)4. Ubuntu 22.10 - perf governor: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

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/ao/real_timeFedora Server 37CentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor1020304050SE +/- 0.24, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 341.8942.3642.8142.85

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.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUFedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 9Ubuntu 22.101.21732.43463.65194.86926.0865SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 35.415.315.295.29-pie -ldl - MIN: 4.89 / MAX: 64.11-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.27 / MAX: 42.55-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: 52.211. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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: gravity_spheres_volume/dim_512/scivis/real_timeFedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 91020304050SE +/- 0.30, N = 3SE +/- 0.14, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 342.5843.0943.0943.54

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: Person Vehicle Bike Detection FP16 - Device: CPUFedora Server 37Ubuntu 22.10 - perf governorUbuntu 22.10CentOS Stream 92K4K6K8K10KSE +/- 10.24, N = 3SE +/- 3.07, N = 3SE +/- 5.92, N = 3SE +/- 4.16, N = 38867.059031.689052.639059.49-pie -ldl-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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 AtomsFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.100.02960.05920.08880.11840.148SE +/- 0.00053, N = 3SE +/- 0.00018, N = 3SE +/- 0.00056, N = 3SE +/- 0.00010, N = 30.131390.129340.128730.12870

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: Machine Translation EN To DE FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000SE +/- 1.87, N = 3SE +/- 0.17, N = 3SE +/- 2.60, N = 3SE +/- 2.06, N = 3943.69949.62958.14963.35-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 -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: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101122334455SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 350.7950.4750.0349.77-pie -ldl - MIN: 40.6 / MAX: 252.39-pie -ldl - MIN: 37.65 / MAX: 133.01-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 37.47 / MAX: 276.72-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 37.14 / MAX: 245.661. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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/scivis/real_timeFedora Server 37CentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor1020304050SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 341.9642.3342.7142.78

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeFedora Server 37CentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor1224364860SE +/- 0.19, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 353.1453.7853.9354.15

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.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor1.10932.21863.32794.43725.5465SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.934.884.864.85-pie -ldl - MIN: 4.21 / MAX: 45.76-pie -ldl - MIN: 3.99 / MAX: 44.64-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.06 / MAX: 35.72-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.98 / MAX: 28.381. (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: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor0.99451.9892.98353.9784.9725SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.424.364.364.35-pie -ldl - MIN: 3.59 / MAX: 71.8-pie -ldl - MIN: 3.56 / MAX: 29.67-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.56 / MAX: 52.94-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.51 / MAX: 45.721. (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: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor2K4K6K8K10KSE +/- 1.62, N = 3SE +/- 8.34, N = 3SE +/- 1.10, N = 3SE +/- 0.77, N = 310836.1010981.9610984.8611010.45-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 -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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: gravity_spheres_volume/dim_512/ao/real_timeFedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor1020304050SE +/- 0.21, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 343.4843.8644.0244.18

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: Weld Porosity Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor2K4K6K8K10KSE +/- 3.79, N = 3SE +/- 1.35, N = 3SE +/- 1.37, N = 3SE +/- 1.31, N = 39708.749793.559845.219859.39-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 -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: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor100200300400500SE +/- 0.50, N = 3SE +/- 0.10, N = 3SE +/- 0.22, N = 3SE +/- 0.21, N = 3477.15471.76471.17470.00-pie -ldl - MIN: 442.5 / MAX: 604.18-pie -ldl - MIN: 457.05 / MAX: 512.99-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 409.16 / MAX: 595.01-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 429.2 / MAX: 549.171. (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: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor3691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 310.0810.059.969.93-pie -ldl - MIN: 8.17 / MAX: 56.46-pie -ldl - MIN: 8.3 / MAX: 70.82-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 7.95 / MAX: 38.29-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 8.62 / MAX: 43.521. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3100.47101.65101.66101.93-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 -MF1. (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: CPUCentOS Stream 9Fedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governor4K8K12K16K20KSE +/- 23.50, N = 3SE +/- 11.26, N = 3SE +/- 4.32, N = 3SE +/- 5.00, N = 318953.4418954.9119163.4719201.93-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 -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-INT8 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1060120180240300SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.58, N = 3SE +/- 0.10, N = 3253.35251.14250.72250.59-pie -ldl - MIN: 212.96 / MAX: 347.54-pie -ldl - MIN: 208.19 / MAX: 281.71-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 207.51 / MAX: 302.56-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 210.49 / MAX: 338.491. (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: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.104080120160200SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.48, N = 3SE +/- 0.06, N = 3189.09190.76191.05191.17-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 -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyUbuntu 22.10Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governor1020304050SE +/- 1.20, N = 12SE +/- 0.51, N = 12SE +/- 0.47, N = 12SE +/- 0.74, N = 1244.8342.5440.5637.481. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read WriteUbuntu 22.10Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governor3K6K9K12K15KSE +/- 309.57, N = 12SE +/- 142.54, N = 12SE +/- 143.18, N = 12SE +/- 276.48, N = 12112451177212346134001. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyUbuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governorFedora Server 37510152025SE +/- 0.87, N = 12SE +/- 0.66, N = 12SE +/- 0.98, N = 12SE +/- 2.27, N = 918.4216.3814.0612.141. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read WriteUbuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governorFedora Server 376K12K18K24K30KSE +/- 903.13, N = 12SE +/- 886.38, N = 12SE +/- 2177.61, N = 12SE +/- 6441.82, N = 9140291565619361297001. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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: KV, 95% Reads - Concurrency: 1024Fedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor14K28K42K56K70KSE +/- 1404.90, N = 15SE +/- 1556.62, N = 15SE +/- 1322.12, N = 12SE +/- 652.77, N = 355610.356954.661954.964779.1

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1024Ubuntu 22.10Ubuntu 22.10 - perf governorFedora Server 37CentOS Stream 911K22K33K44K55KSE +/- 419.66, N = 15SE +/- 675.35, N = 3SE +/- 572.73, N = 3SE +/- 976.86, N = 1545989.747350.548661.951501.8

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 512Fedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor13K26K39K52K65KSE +/- 581.80, N = 6SE +/- 436.18, N = 3SE +/- 1059.48, N = 15SE +/- 1167.40, N = 1557977.860113.461494.961535.2

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeUbuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor0.94731.89462.84193.78924.7365SE +/- 0.10, N = 15SE +/- 0.15, N = 15SE +/- 0.16, N = 154.214.013.73

Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

Fedora Server 37: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test TimeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9246810SE +/- 0.40, N = 3SE +/- 0.18, N = 12SE +/- 0.09, N = 147.305.645.50

Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time

Fedora Server 37: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test TimeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 948121620SE +/- 0.90, N = 3SE +/- 0.14, N = 12SE +/- 0.30, N = 1414.249.269.00

Row Count: 10000000 - Partitions: 100 - Inner Join Test Time

Fedora Server 37: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeUbuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor246810SE +/- 0.32, N = 3SE +/- 0.08, N = 14SE +/- 0.13, N = 128.076.356.08

Row Count: 10000000 - Partitions: 100 - Repartition Test Time

Fedora Server 37: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeUbuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor48121620SE +/- 0.33, N = 3SE +/- 0.83, N = 14SE +/- 0.15, N = 1213.8511.6310.76

Row Count: 10000000 - Partitions: 100 - Group By Test Time

Fedora Server 37: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 90.92931.85862.78793.71724.6465SE +/- 0.17, N = 3SE +/- 0.17, N = 15SE +/- 0.10, N = 154.133.823.80

Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

Fedora Server 37: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

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 Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 96001200180024003000SE +/- 30.01, N = 15SE +/- 49.58, N = 15SE +/- 31.14, N = 15SE +/- 5.15, N = 32711.972520.372398.862024.98MIN: 2500.56MIN: 2153.34MIN: 2143.3MIN: 2003.521. (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: CPUUbuntu 22.10Ubuntu 22.10 - perf governorFedora Server 37CentOS Stream 95001000150020002500SE +/- 37.53, N = 12SE +/- 15.28, N = 3SE +/- 50.07, N = 15SE +/- 13.72, N = 32216.452091.752068.171812.70MIN: 1956.5MIN: 2039.32MIN: 1616.01MIN: 1778.431. (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: CPUUbuntu 22.10Ubuntu 22.10 - perf governorFedora Server 37CentOS Stream 96001200180024003000SE +/- 37.19, N = 3SE +/- 30.06, N = 3SE +/- 44.40, N = 15SE +/- 13.20, N = 32819.872452.352445.172044.14MIN: 2632.58MIN: 2378.28MIN: 2084.26MIN: 2012.731. (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: u8s8f32 - Engine: CPUUbuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 95001000150020002500SE +/- 36.42, N = 15SE +/- 43.12, N = 12SE +/- 23.04, N = 15SE +/- 7.09, N = 32187.432105.292052.391834.63MIN: 1887.97MIN: 1721.05MIN: 1870.56MIN: 1815.461. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

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 13 - Input: Bosphorus 4KFedora Server 37Ubuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor60120180240300SE +/- 1.13, N = 3SE +/- 1.98, N = 4SE +/- 3.69, N = 15SE +/- 2.80, N = 15155.21164.00226.80261.791. (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 4KFedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 960120180240300SE +/- 1.97, N = 3SE +/- 1.31, N = 15SE +/- 5.92, N = 15SE +/- 4.83, N = 15167.15182.03257.96263.551. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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: 19 - Compression SpeedUbuntu 22.10Ubuntu 22.10 - perf governorFedora Server 37CentOS Stream 9306090120150SE +/- 1.84, N = 12SE +/- 0.96, N = 5SE +/- 0.84, N = 7SE +/- 1.54, N = 386.593.596.1113.51. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

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 DottyFedora Server 37Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9150300450600750SE +/- 10.54, N = 15SE +/- 12.66, N = 12SE +/- 9.64, N = 15SE +/- 6.35, N = 5700.2692.9672.4629.1MIN: 515.06 / MAX: 1185.79MIN: 552.39 / MAX: 1130.25MIN: 533.51 / MAX: 1001.08MIN: 530.57 / MAX: 985.94

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: TradebeansUbuntu 22.10CentOS Stream 9Ubuntu 22.10 - perf governor14002800420056007000SE +/- 80.92, N = 20SE +/- 84.87, N = 20SE +/- 69.76, N = 20669541044057

Java Test: Tradebeans

Fedora Server 37: The test quit with a non-zero exit status. E: Caused by: java.lang.NoClassDefFoundError: Could not initialize class org.apache.geronimo.system.configuration.AttributesXmlUtil

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 22.10Fedora Server 37Ubuntu 22.10 - perf governorCentOS Stream 915003000450060007500SE +/- 88.67, N = 4SE +/- 58.77, N = 7SE +/- 95.68, N = 16SE +/- 73.81, N = 207176626446074212

133 Results Shown

GPAW
Renaissance:
  ALS Movie Lens
  Apache Spark ALS
7-Zip Compression
Zstd Compression
Renaissance
MariaDB
CockroachDB
PyPerformance
CockroachDB:
  MoVR - 128
  MoVR - 1024
PyPerformance
Renaissance
OpenVINO
PyPerformance:
  chaos
  python_startup
CockroachDB
PyPerformance
OpenVINO:
  Person Detection FP32 - CPU:
    FPS
    ms
  Person Detection FP16 - CPU:
    FPS
    ms
Numenta Anomaly Benchmark
PyPerformance
Apache Spark:
  10000000 - 500 - SHA-512 Benchmark Time
  10000000 - 100 - SHA-512 Benchmark Time
PyPerformance
Renaissance
SVT-AV1
Numenta Anomaly Benchmark
PyPerformance
Timed Linux Kernel Compilation
Zstd Compression
PyPerformance
Renaissance
CockroachDB:
  KV, 50% Reads - 128
  KV, 60% Reads - 128
  KV, 50% Reads - 512
  KV, 10% Reads - 512
OSPRay
CockroachDB
PyPerformance
Timed Node.js Compilation
CockroachDB:
  KV, 10% Reads - 1024
  KV, 60% Reads - 512
OpenVINO
Intel Open Image Denoise
PyPerformance
Intel Open Image Denoise
WireGuard + Linux Networking Stack Stress Test
Numenta Anomaly Benchmark
Renaissance
Numenta Anomaly Benchmark
Zstd Compression
Apache Spark
Renaissance
Timed Gem5 Compilation
Numenta Anomaly Benchmark
Apache Spark
PyBench
Renaissance
CockroachDB
Timed Linux Kernel Compilation
GROMACS
Zstd Compression:
  19 - Decompression Speed
  8, Long Mode - Decompression Speed
  8 - Decompression Speed
PyPerformance
PHPBench
PyPerformance
Apache Cassandra
7-Zip Compression
DaCapo Benchmark
Zstd Compression
OpenVKL
OpenVINO
PostgreSQL:
  100 - 500 - Read Only - Average Latency
  100 - 250 - Read Only - Average Latency
  100 - 500 - Read Only
Numenta Anomaly Benchmark
PostgreSQL
OpenVINO
Blender
OpenSSL
Embree:
  Pathtracer ISPC - Crown
  Pathtracer ISPC - Asian Dragon
NWChem
OpenVINO:
  Vehicle Detection FP16 - CPU:
    FPS
    ms
OpenSSL
OSPRay
OpenVINO
OSPRay
OpenVINO
NAMD
OpenVINO:
  Machine Translation EN To DE FP16 - CPU:
    FPS
    ms
OSPRay:
  particle_volume/scivis/real_time
  gravity_spheres_volume/dim_512/pathtracer/real_time
OpenVINO:
  Weld Porosity Detection FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Vehicle Detection FP16-INT8 - CPU
OSPRay
OpenVINO:
  Weld Porosity Detection FP16 - CPU
  Face Detection FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Face Detection FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Face Detection FP16-INT8 - CPU
  Face Detection FP16-INT8 - CPU
PostgreSQL:
  100 - 500 - Read Write - Average Latency
  100 - 500 - Read Write
  100 - 250 - Read Write - Average Latency
  100 - 250 - Read Write
CockroachDB:
  KV, 95% Reads - 1024
  KV, 60% Reads - 1024
  KV, 95% Reads - 512
Apache Spark:
  10000000 - 500 - Calculate Pi Benchmark Using Dataframe
  10000000 - 100 - Broadcast Inner Join Test Time
  10000000 - 100 - Inner Join Test Time
  10000000 - 100 - Repartition Test Time
  10000000 - 100 - Group By Test Time
  10000000 - 100 - Calculate Pi Benchmark Using Dataframe
oneDNN:
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
  Recurrent Neural Network Training - u8s8f32 - CPU
SVT-AV1:
  Preset 13 - Bosphorus 4K
  Preset 12 - Bosphorus 4K
Zstd Compression
Renaissance
DaCapo Benchmark:
  Tradebeans
  H2

Ubuntu 22.10

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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
Processor Notes: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d
Java Notes: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)
Python Notes: Python 3.10.7
Security Notes: 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

Testing initiated at 24 December 2022 10:56 by user phoronix.

Ubuntu 22.10 - perf governor

Processor: 2 x AMD EPYC 9654 96-Core (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe

OS: Ubuntu 22.10, Kernel: 5.19.0-26-generic (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4, Vulkan: 1.3.224, Compiler: GCC 12.2.0 + Clang 15.0.2-1, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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
Processor Notes: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa10110d
Java Notes: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)
Python Notes: Python 3.10.7
Security Notes: 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

Testing initiated at 25 December 2022 05:42 by user phoronix.

CentOS Stream 9

Processor: 2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB + 0GB Ultra USB 3.0, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe

OS: CentOS Stream 9, Kernel: 5.14.0-214.el9.x86_64 (x86_64), Desktop: GNOME Shell 40.10, Display Server: X Server 1.20.11, Compiler: GCC 11.3.1 20221121, File-System: xfs, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --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
Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110d
Java Notes: OpenJDK Runtime Environment (Red_Hat-11.0.17.0.8-2.el9) (build 11.0.17+8-LTS)
Python Notes: Python 3.9.16
Security Notes: 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

Testing initiated at 27 December 2022 07:00 by user .

Fedora Server 37

Processor: 2 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB + 257GB Flash Drive, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe

OS: Fedora Linux 37, Kernel: 6.0.15-300.fc37.x86_64 (x86_64), Compiler: GCC 12.2.1 20221121, File-System: xfs, Screen Resolution: 640x480

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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
Processor Notes: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d
Java Notes: OpenJDK Runtime Environment (Red_Hat-17.0.5.0.8-1.fc37) (build 17.0.5+8)
Python Notes: Python 3.11.1
Security Notes: 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

Testing initiated at 28 December 2022 07:30 by user .