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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Game Development 3 Tests
HPC - High Performance Computing 7 Tests
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Multi-Core 17 Tests
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Intel oneAPI 6 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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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 Distrosopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonsvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Koidn: RT.hdr_alb_nrm.3840x2160oidn: RTLightmap.hdr.4096x4096openvkl: vklBenchmark ISPCospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: particle_volume/pathtracer/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timecompress-zstd: 8 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratinggromacs: MPI CPU - water_GMX50_barecassandra: Writescockroach: MoVR - 128cockroach: MoVR - 512cockroach: MoVR - 1024cockroach: KV, 10% Reads - 128cockroach: KV, 10% Reads - 512cockroach: KV, 50% Reads - 128cockroach: KV, 50% Reads - 512cockroach: KV, 60% Reads - 128cockroach: KV, 60% Reads - 512cockroach: KV, 95% Reads - 128cockroach: KV, 95% Reads - 512cockroach: KV, 10% Reads - 1024cockroach: KV, 50% Reads - 1024cockroach: KV, 60% Reads - 1024cockroach: KV, 95% Reads - 1024mysqlslap: 256phpbench: PHP Benchmark Suiteopenssl: pgbench: 100 - 250 - Read Onlypgbench: 100 - 500 - Read Onlypgbench: 100 - 250 - Read Writepgbench: 100 - 500 - Read Writeopenssl: namd: ATPase Simulation - 327,506 Atomspybench: Total For Average Test Timespyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonrenaissance: Scala Dottyrenaissance: Rand Forestrenaissance: ALS Movie Lensrenaissance: Apache Spark ALSrenaissance: Apache Spark Bayesrenaissance: Apache Spark PageRankrenaissance: Finagle HTTP Requestsrenaissance: In-Memory Database Shootoutrenaissance: Akka Unbalanced Cobwebbed Treerenaissance: Genetic Algorithm Using Jenetics + Futuresonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUpgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 500 - Read Write - Average Latencyopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUdacapobench: H2dacapobench: Jythondacapobench: Tradebeanswireguard: nwchem: C240 Buckyballbuild-gem5: Time To Compilebuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-nodejs: Time To Compilespark: 10000000 - 100 - SHA-512 Benchmark Timespark: 10000000 - 100 - Calculate Pi Benchmarkspark: 10000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 100 - Group By Test Timespark: 10000000 - 100 - Repartition Test Timespark: 10000000 - 100 - Inner Join Test Timespark: 10000000 - 100 - Broadcast Inner Join Test Timespark: 10000000 - 500 - SHA-512 Benchmark Timespark: 10000000 - 500 - Calculate Pi Benchmarkspark: 10000000 - 500 - Calculate Pi Benchmark Using Dataframegpaw: Carbon Nanotubeblender: Classroom - CPU-Onlynumenta-nab: KNN CADnumenta-nab: Relative Entropynumenta-nab: Windowed Gaussiannumenta-nab: Earthgecko Skylinenumenta-nab: Bayesian Changepointnumenta-nab: Contextual Anomaly Detector OSEUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37101.6637.6137.757384.35191.1710984.869845.21963.3519163.479052.63149753.69119916.92182.3976211.749866.256182.030164.0003.441.65128542.808542.7125174.31643.855943.090653.92554220.74181.986.53468.8676.74460.839.73527.9787085113717518.576234467610.8610.6611.725586.530362.337011.339856.840495.943058.356347.260113.431192.442428.045989.756954.632885228344112.22906035325269714029112452918571.60.1287086218226276.783.711315.335916.887.411710.736.3330692.9770.021335.14692.5790.73265.412720.96819.232544.92878.02187.432819.872216.452711.970.0860.15418.41644.828471.171266.301262.756.49250.594.364.8649.779.965.290.901.18717635056695387.5391554.9140.41525.557144.342100.06014.869.294.1313.858.0714.247.3016.179.214.2123.21521.1382.13810.0554.85066.78616.62638.421101.9337.9337.927400.00191.0511010.459859.39958.1419201.939031.68146388.06122351.79182.2662213.915793.252257.963261.7883.601.69133742.849042.7806220.69144.175943.092854.14774443.84170.493.53475.01144.24523.640.13549.0874898117526018.756258565948.0949.5947.533324.135924.645420.247183.050763.353436.064140.361535.236217.146917.747350.564779.141685955444502.72882125317313219361134002938439.50.1287386118325376.884.211215.436116.888.31177.0236.2330672.4633.020209.04377.2512.13114.312279.85041.229367.31626.62052.392452.352091.752398.860.0870.15814.05837.482470.001256.761256.836.47250.724.354.8550.039.935.310.550.98460732764057347.0241519.2137.59225.165145.10297.64910.149.183.8210.766.089.265.6411.159.023.7323.23020.9983.6089.8184.77966.06116.54538.078101.6553.8753.717358.64190.7610981.969793.55949.6218953.449059.49142443.10115292.43180.7475212.745894.264263.551226.8033.011.40131642.361142.3283227.20544.024143.538053.77624900.74679.9113.53901.1970.35013.355.23812.91389443122972716.639243423936.3936.2937.038849.739678.950034.553059.954048.554178.365223.361494.939412.148074.451501.861954.957977682144352.62776596322669715656123462927055.00.1293497623027497.810212915.946218.81011357.6743.7395629.1592.76030.51576.5471.82923.312286.44740.828716.61691.01834.632044.141812.702024.980.0900.15516.37640.559471.76886.89889.896.51251.144.364.8850.4710.055.290.550.98421233344104324.454157.58918.08577.99410.0810.423.8011.636.359.005.5010.9010.364.01140.92920.5674.0469.9694.32267.69522.37946.541100.4736.0435.767232.28189.0910836.109708.74943.6918954.918867.05146533.10116674.85177.7106208.984866.381167.151155.2083.071.45125841.891741.9580174.94343.480542.584353.13504326.44421.596.13714.5644.74749.343.03803.3672345111879918.759545.8544.0548.231400.434135.142943.945199.644400.849104.150569.857977.835127.044065.748661.955610.345182118043315.72760594307579829700117722872414.20.1313990713222962.567.492.814.426818.068.810510.130.8266700.2815.98783.21848.4655.12766.711080.732435.52798.52105.292445.172068.172520.370.0910.16312.13742.542477.151322.861332.046.62253.354.424.9350.7910.085.410.911.2162643572358.34822.314162.903139.88921.4570.83010.3714.12359.50515.02632.783OpenBenchmarking.org

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020406080100SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3100.47101.65101.93101.66-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: Face Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020406080100Min: 100.24 / Avg: 100.47 / Max: 100.61Min: 101.65 / Avg: 101.65 / Max: 101.66Min: 101.87 / Avg: 101.93 / Max: 102.04Min: 101.59 / Avg: 101.66 / Max: 101.741. (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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101224364860SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 336.0453.8737.9337.61-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: Person Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101122334455Min: 35.8 / Avg: 36.04 / Max: 36.19Min: 53.84 / Avg: 53.87 / Max: 53.89Min: 37.6 / Avg: 37.93 / Max: 38.09Min: 37.43 / Avg: 37.61 / Max: 37.81. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101224364860SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 335.7653.7137.9237.75-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: Person Detection FP32 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101122334455Min: 35.54 / Avg: 35.76 / Max: 35.96Min: 53.67 / Avg: 53.71 / Max: 53.78Min: 37.84 / Avg: 37.92 / Max: 37.98Min: 37.48 / Avg: 37.75 / Max: 37.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1016003200480064008000SE +/- 8.70, N = 3SE +/- 5.01, N = 3SE +/- 6.57, N = 3SE +/- 1.41, N = 37232.287358.647400.007384.35-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.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1013002600390052006500Min: 7216.41 / Avg: 7232.28 / Max: 7246.4Min: 7350.99 / Avg: 7358.64 / Max: 7368.06Min: 7392.71 / Avg: 7400 / Max: 7413.11Min: 7382.11 / Avg: 7384.35 / Max: 7386.941. (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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.104080120160200Min: 189.04 / Avg: 189.09 / Max: 189.13Min: 190.67 / Avg: 190.76 / Max: 190.9Min: 190.1 / Avg: 191.05 / Max: 191.69Min: 191.06 / Avg: 191.17 / Max: 191.251. (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 22.10 - perf governorUbuntu 22.102K4K6K8K10KSE +/- 1.62, N = 3SE +/- 8.34, N = 3SE +/- 0.77, N = 3SE +/- 1.10, N = 310836.1010981.9611010.4510984.86-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: Vehicle Detection FP16-INT8 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102K4K6K8K10KMin: 10832.88 / Avg: 10836.1 / Max: 10838.09Min: 10972.25 / Avg: 10981.96 / Max: 10998.57Min: 11008.94 / Avg: 11010.45 / Max: 11011.51Min: 10982.67 / Avg: 10984.86 / Max: 10986.011. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102K4K6K8K10KSE +/- 3.79, N = 3SE +/- 1.35, N = 3SE +/- 1.31, N = 3SE +/- 1.37, N = 39708.749793.559859.399845.21-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 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102K4K6K8K10KMin: 9701.22 / Avg: 9708.74 / Max: 9713.3Min: 9791.34 / Avg: 9793.55 / Max: 9796.01Min: 9857.06 / Avg: 9859.39 / Max: 9861.61Min: 9842.58 / Avg: 9845.21 / Max: 9847.191. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: 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.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000Min: 940.62 / Avg: 943.69 / Max: 947.07Min: 949.43 / Avg: 949.62 / Max: 949.95Min: 953.73 / Avg: 958.14 / Max: 962.72Min: 959.67 / Avg: 963.35 / Max: 966.811. (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: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.104K8K12K16K20KSE +/- 11.26, N = 3SE +/- 23.50, N = 3SE +/- 5.00, N = 3SE +/- 4.32, N = 318954.9118953.4419201.9319163.47-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: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.103K6K9K12K15KMin: 18937.64 / Avg: 18954.91 / Max: 18976.05Min: 18921.37 / Avg: 18953.44 / Max: 18999.22Min: 19192.36 / Avg: 19201.93 / Max: 19209.24Min: 19157.17 / Avg: 19163.47 / Max: 19171.751. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102K4K6K8K10KSE +/- 10.24, N = 3SE +/- 4.16, N = 3SE +/- 3.07, N = 3SE +/- 5.92, N = 38867.059059.499031.689052.63-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: Person Vehicle Bike Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1016003200480064008000Min: 8846.58 / Avg: 8867.05 / Max: 8877.7Min: 9051.97 / Avg: 9059.49 / Max: 9066.33Min: 9026.57 / Avg: 9031.68 / Max: 9037.17Min: 9041.78 / Avg: 9052.63 / Max: 9062.141. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1030K60K90K120K150KSE +/- 1959.90, N = 3SE +/- 1753.42, N = 4SE +/- 964.99, N = 3SE +/- 2082.25, N = 3146533.10142443.10146388.06149753.69-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: Age Gender Recognition Retail 0013 FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1030K60K90K120K150KMin: 144253.42 / Avg: 146533.1 / Max: 150434.44Min: 139356.39 / Avg: 142443.1 / Max: 147398.52Min: 144458.11 / Avg: 146388.06 / Max: 147362.83Min: 145638.23 / Avg: 149753.69 / Max: 152363.31. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1030K60K90K120K150KSE +/- 70.93, N = 3SE +/- 491.67, N = 3SE +/- 268.69, N = 3SE +/- 1146.60, N = 3116674.85115292.43122351.79119916.92-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: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020K40K60K80K100KMin: 116552.7 / Avg: 116674.85 / Max: 116798.39Min: 114317.17 / Avg: 115292.43 / Max: 115889.07Min: 122064.7 / Avg: 122351.79 / Max: 122888.74Min: 117691.23 / Avg: 119916.92 / Max: 121508.111. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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: CrownFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10306090120150Min: 176.51 / Avg: 177.71 / Max: 178.56Min: 179.42 / Avg: 180.75 / Max: 181.81Min: 180.88 / Avg: 182.27 / Max: 183.17Min: 181.64 / Avg: 182.4 / Max: 183.19

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1050100150200250SE +/- 0.52, N = 3SE +/- 0.21, N = 3SE +/- 0.23, N = 3SE +/- 0.38, N = 3208.98212.75213.92211.75MIN: 204.08 / MAX: 217.58MIN: 207.91 / MAX: 226.6MIN: 209.29 / MAX: 225.68MIN: 206.83 / MAX: 224.62
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.104080120160200Min: 208.43 / Avg: 208.98 / Max: 210.03Min: 212.42 / Avg: 212.75 / Max: 213.13Min: 213.48 / Avg: 213.92 / Max: 214.24Min: 211.12 / Avg: 211.75 / Max: 212.43

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 4KFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020406080100SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.99, N = 5SE +/- 0.18, N = 366.3894.2693.2566.261. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 8 - Input: Bosphorus 4KFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020406080100Min: 66.25 / Avg: 66.38 / Max: 66.48Min: 94.11 / Avg: 94.26 / Max: 94.56Min: 90.83 / Avg: 93.25 / Max: 96.25Min: 65.89 / Avg: 66.26 / Max: 66.471. (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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1060120180240300SE +/- 1.97, N = 3SE +/- 4.83, N = 15SE +/- 5.92, N = 15SE +/- 1.31, N = 15167.15263.55257.96182.031. (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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1050100150200250Min: 163.27 / Avg: 167.15 / Max: 169.7Min: 226.93 / Avg: 263.55 / Max: 301.56Min: 211.45 / Avg: 257.96 / Max: 291.86Min: 169.73 / Avg: 182.03 / Max: 190.731. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 4KFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1060120180240300SE +/- 1.13, N = 3SE +/- 3.69, N = 15SE +/- 2.80, N = 15SE +/- 1.98, N = 4155.21226.80261.79164.001. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 4KFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1050100150200250Min: 153.21 / Avg: 155.21 / Max: 157.11Min: 193.57 / Avg: 226.8 / Max: 247.1Min: 244.7 / Avg: 261.79 / Max: 276.17Min: 161.62 / Avg: 164 / Max: 169.911. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.100.811.622.433.244.05SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 33.073.013.603.44
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10246810Min: 3.04 / Avg: 3.07 / Max: 3.09Min: 3 / Avg: 3.01 / Max: 3.01Min: 3.58 / Avg: 3.6 / Max: 3.62Min: 3.36 / Avg: 3.44 / Max: 3.5

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.100.38030.76061.14091.52121.9015SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.451.401.691.65
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10246810Min: 1.45 / Avg: 1.45 / Max: 1.46Min: 1.39 / Avg: 1.4 / Max: 1.4Min: 1.68 / Avg: 1.69 / Max: 1.69Min: 1.64 / Avg: 1.65 / Max: 1.65

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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1030060090012001500SE +/- 11.66, N = 7SE +/- 15.10, N = 3SE +/- 7.54, N = 3SE +/- 2.52, N = 31258131613371285MIN: 330 / MAX: 5417MIN: 331 / MAX: 4903MIN: 328 / MAX: 5125MIN: 328 / MAX: 3941
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000Min: 1216 / Avg: 1257.71 / Max: 1294Min: 1298 / Avg: 1316 / Max: 1346Min: 1327 / Avg: 1337.33 / Max: 1352Min: 1282 / Avg: 1285 / Max: 1290

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 22.10 - perf governorUbuntu 22.101020304050SE +/- 0.24, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 341.8942.3642.8542.81
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/ao/real_timeFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10918273645Min: 41.41 / Avg: 41.89 / Max: 42.13Min: 42.26 / Avg: 42.36 / Max: 42.42Min: 42.82 / Avg: 42.85 / Max: 42.87Min: 42.8 / Avg: 42.81 / Max: 42.82

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/scivis/real_timeFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101020304050SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 341.9642.3342.7842.71
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/scivis/real_timeFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10918273645Min: 41.89 / Avg: 41.96 / Max: 42.04Min: 42.25 / Avg: 42.33 / Max: 42.44Min: 42.68 / Avg: 42.78 / Max: 42.86Min: 42.68 / Avg: 42.71 / Max: 42.74

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_timeFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1050100150200250SE +/- 0.88, N = 3SE +/- 0.76, N = 3SE +/- 2.22, N = 3SE +/- 1.42, N = 3174.94227.21220.69174.32
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_timeFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.104080120160200Min: 173.58 / Avg: 174.94 / Max: 176.6Min: 225.79 / Avg: 227.21 / Max: 228.39Min: 216.92 / Avg: 220.69 / Max: 224.61Min: 172.71 / Avg: 174.32 / Max: 177.14

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/ao/real_timeFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101020304050SE +/- 0.21, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 343.4844.0244.1843.86
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/ao/real_timeFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10918273645Min: 43.07 / Avg: 43.48 / Max: 43.7Min: 43.98 / Avg: 44.02 / Max: 44.1Min: 43.92 / Avg: 44.18 / Max: 44.36Min: 43.81 / Avg: 43.86 / Max: 43.9

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101020304050SE +/- 0.30, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 342.5843.5443.0943.09
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10918273645Min: 42.16 / Avg: 42.58 / Max: 43.16Min: 43.47 / Avg: 43.54 / Max: 43.62Min: 43.04 / Avg: 43.09 / Max: 43.12Min: 42.9 / Avg: 43.09 / Max: 43.36

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101224364860SE +/- 0.19, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 353.1453.7854.1553.93
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101122334455Min: 52.93 / Avg: 53.14 / Max: 53.51Min: 53.55 / Avg: 53.78 / Max: 53.92Min: 53.96 / Avg: 54.15 / Max: 54.25Min: 53.89 / Avg: 53.93 / Max: 53.98

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 SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1011002200330044005500SE +/- 65.04, N = 15SE +/- 41.70, N = 15SE +/- 10.58, N = 3SE +/- 35.39, N = 34326.44900.74443.84220.71. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.109001800270036004500Min: 3950.9 / Avg: 4326.38 / Max: 4640.2Min: 4631.9 / Avg: 4900.68 / Max: 5158.1Min: 4424.6 / Avg: 4443.83 / Max: 4461.1Min: 4171.3 / Avg: 4220.7 / Max: 4289.31. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1010002000300040005000SE +/- 28.83, N = 15SE +/- 1.95, N = 15SE +/- 4.06, N = 3SE +/- 2.85, N = 34421.54679.94170.44181.91. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.108001600240032004000Min: 4287.1 / Avg: 4421.49 / Max: 4603.8Min: 4664.7 / Avg: 4679.89 / Max: 4692.6Min: 4162.6 / Avg: 4170.43 / Max: 4176.2Min: 4179 / Avg: 4181.9 / Max: 4187.61. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10306090120150SE +/- 0.84, N = 7SE +/- 1.54, N = 3SE +/- 0.96, N = 5SE +/- 1.84, N = 1296.1113.593.586.51. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020406080100Min: 93.7 / Avg: 96.11 / Max: 99.5Min: 110.4 / Avg: 113.47 / Max: 115.2Min: 90.2 / Avg: 93.54 / Max: 96.1Min: 79.9 / Avg: 86.53 / Max: 96.81. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.108001600240032004000SE +/- 12.53, N = 7SE +/- 7.00, N = 3SE +/- 17.84, N = 5SE +/- 11.07, N = 123714.53901.13475.03468.81. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.107001400210028003500Min: 3687.8 / Avg: 3714.47 / Max: 3786.3Min: 3889.4 / Avg: 3901.13 / Max: 3913.6Min: 3444.1 / Avg: 3474.98 / Max: 3544Min: 3432.8 / Avg: 3468.78 / Max: 3549.91. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000SE +/- 5.37, N = 3SE +/- 6.55, N = 15SE +/- 1.52, N = 3SE +/- 2.43, N = 3644.7970.31144.2676.71. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000Min: 636.7 / Avg: 644.7 / Max: 654.9Min: 908 / Avg: 970.26 / Max: 995.5Min: 1141.2 / Avg: 1144.23 / Max: 1145.8Min: 673.2 / Avg: 676.73 / Max: 681.41. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1011002200330044005500SE +/- 88.02, N = 3SE +/- 2.82, N = 15SE +/- 58.12, N = 3SE +/- 6.47, N = 34749.35013.34523.64460.81. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.109001800270036004500Min: 4583 / Avg: 4749.27 / Max: 4882.5Min: 4995.5 / Avg: 5013.31 / Max: 5030.2Min: 4464.4 / Avg: 4523.57 / Max: 4639.8Min: 4453.2 / Avg: 4460.83 / Max: 4473.71. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101224364860SE +/- 0.40, N = 3SE +/- 0.95, N = 12SE +/- 0.55, N = 15SE +/- 0.28, N = 1543.055.240.139.71. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101122334455Min: 42.3 / Avg: 43 / Max: 43.7Min: 50.2 / Avg: 55.16 / Max: 60.8Min: 36.2 / Avg: 40.07 / Max: 43.7Min: 37.1 / Avg: 39.67 / Max: 411. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.108001600240032004000SE +/- 41.20, N = 3SE +/- 2.37, N = 12SE +/- 13.95, N = 15SE +/- 13.38, N = 153803.33812.93549.03527.91. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.107001400210028003500Min: 3721 / Avg: 3803.3 / Max: 3848Min: 3795.3 / Avg: 3812.86 / Max: 3824.9Min: 3470.1 / Avg: 3548.97 / Max: 3604.9Min: 3484.9 / Avg: 3527.89 / Max: 3606.71. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10300K600K900K1200K1500KSE +/- 1603.43, N = 3SE +/- 974.94, N = 3SE +/- 7662.82, N = 3SE +/- 3348.48, N = 367234513894438748987870851. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10200K400K600K800K1000KMin: 669208 / Avg: 672345 / Max: 674490Min: 1387584 / Avg: 1389443 / Max: 1390882Min: 866911 / Avg: 874898 / Max: 890219Min: 780392 / Avg: 787085.33 / Max: 7906231. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10300K600K900K1200K1500KSE +/- 18301.88, N = 3SE +/- 9785.85, N = 3SE +/- 9657.43, N = 3SE +/- 26469.97, N = 311187991229727117526011371751. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10200K400K600K800K1000KMin: 1082302 / Avg: 1118798.67 / Max: 1139470Min: 1210160 / Avg: 1229727 / Max: 1239882Min: 1159557 / Avg: 1175259.67 / Max: 1192851Min: 1085985 / Avg: 1137174.67 / Max: 11744611. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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_bareFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10510152025SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 1218.7616.6418.7618.581. (CXX) g++ options: -O3
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10510152025Min: 18.71 / Avg: 18.76 / Max: 18.81Min: 16.6 / Avg: 16.64 / Max: 16.68Min: 18.72 / Avg: 18.76 / Max: 18.78Min: 17.09 / Avg: 18.58 / Max: 18.791. (CXX) g++ options: -O3

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: WritesCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1060K120K180K240K300KSE +/- 638.52, N = 3SE +/- 965.17, N = 3SE +/- 2145.84, N = 3243423258565234467
OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1040K80K120K160K200KMin: 242580 / Avg: 243422.67 / Max: 244675Min: 257391 / Avg: 258565 / Max: 260479Min: 231185 / Avg: 234467.33 / Max: 238503

Test: Writes

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

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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000SE +/- 0.44, N = 3SE +/- 0.95, N = 3SE +/- 3.08, N = 3SE +/- 2.40, N = 3545.8936.3948.0610.8
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10170340510680850Min: 544.9 / Avg: 545.77 / Max: 546.3Min: 934.6 / Avg: 936.3 / Max: 937.9Min: 943.3 / Avg: 948 / Max: 953.8Min: 606.5 / Avg: 610.83 / Max: 614.8

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 512Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000SE +/- 1.45, N = 3SE +/- 6.55, N = 3SE +/- 2.73, N = 3SE +/- 0.90, N = 3544.0936.2949.5610.6
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 512Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10170340510680850Min: 541.2 / Avg: 544.03 / Max: 546Min: 923.3 / Avg: 936.23 / Max: 944.5Min: 946.1 / Avg: 949.5 / Max: 954.9Min: 609.5 / Avg: 610.63 / Max: 612.4

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000SE +/- 1.08, N = 3SE +/- 1.58, N = 3SE +/- 4.44, N = 3SE +/- 1.15, N = 3548.2937.0947.5611.7
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10170340510680850Min: 546.8 / Avg: 548.17 / Max: 550.3Min: 935 / Avg: 936.97 / Max: 940.1Min: 939.2 / Avg: 947.47 / Max: 954.4Min: 609.4 / Avg: 611.7 / Max: 613

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.108K16K24K32K40KSE +/- 453.10, N = 12SE +/- 411.94, N = 15SE +/- 338.33, N = 15SE +/- 322.46, N = 1531400.438849.733324.125586.5
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.107K14K21K28K35KMin: 26706.9 / Avg: 31400.38 / Max: 32578.6Min: 34301 / Avg: 38849.68 / Max: 40553.3Min: 30910.4 / Avg: 33324.09 / Max: 35158Min: 21938.9 / Avg: 25586.45 / Max: 27296.6

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 512Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.108K16K24K32K40KSE +/- 149.58, N = 3SE +/- 311.20, N = 10SE +/- 366.30, N = 6SE +/- 323.23, N = 434135.139678.935924.630362.3
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 512Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.107K14K21K28K35KMin: 33910.8 / Avg: 34135.13 / Max: 34418.7Min: 38341.5 / Avg: 39678.92 / Max: 41189.2Min: 34597.6 / Avg: 35924.57 / Max: 37154.5Min: 29548.2 / Avg: 30362.28 / Max: 31129.9

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1011K22K33K44K55KSE +/- 201.56, N = 3SE +/- 329.62, N = 14SE +/- 416.43, N = 15SE +/- 356.72, N = 1542943.950034.545420.237011.3
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.109K18K27K36K45KMin: 42728.5 / Avg: 42943.9 / Max: 43346.7Min: 47581.5 / Avg: 50034.51 / Max: 52077.1Min: 42550.7 / Avg: 45420.23 / Max: 47456Min: 34990.5 / Avg: 37011.25 / Max: 39055.1

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 512Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1011K22K33K44K55KSE +/- 369.59, N = 3SE +/- 165.79, N = 3SE +/- 419.75, N = 15SE +/- 263.98, N = 1545199.653059.947183.039856.8
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 512Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.109K18K27K36K45KMin: 44460.4 / Avg: 45199.57 / Max: 45573.5Min: 52818.8 / Avg: 53059.93 / Max: 53377.6Min: 44230.7 / Avg: 47183 / Max: 48658.7Min: 38212.3 / Avg: 39856.85 / Max: 41975.5

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1012K24K36K48K60KSE +/- 428.40, N = 15SE +/- 481.43, N = 3SE +/- 506.75, N = 5SE +/- 512.79, N = 344400.854048.550763.340495.9
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.109K18K27K36K45KMin: 41931.5 / Avg: 44400.83 / Max: 46541.8Min: 53203.9 / Avg: 54048.53 / Max: 54871.2Min: 48899 / Avg: 50763.32 / Max: 51935.4Min: 39481.7 / Avg: 40495.93 / Max: 41134.8

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 512Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1012K24K36K48K60KSE +/- 339.30, N = 3SE +/- 718.51, N = 15SE +/- 242.19, N = 3SE +/- 340.08, N = 1549104.154178.353436.043058.3
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 512Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.109K18K27K36K45KMin: 48442.7 / Avg: 49104.13 / Max: 49566.2Min: 48110.3 / Avg: 54178.3 / Max: 56510.8Min: 53117.1 / Avg: 53436 / Max: 53911.2Min: 41251.9 / Avg: 43058.29 / Max: 45759.7

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1014K28K42K56K70KSE +/- 579.24, N = 3SE +/- 628.54, N = 3SE +/- 281.22, N = 3SE +/- 200.15, N = 350569.865223.364140.356347.2
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1011K22K33K44K55KMin: 49796.2 / Avg: 50569.8 / Max: 51703.4Min: 64093 / Avg: 65223.27 / Max: 66264.9Min: 63833.3 / Avg: 64140.27 / Max: 64701.9Min: 55947.1 / Avg: 56347.2 / Max: 56558.3

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 512Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1013K26K39K52K65KSE +/- 581.80, N = 6SE +/- 1059.48, N = 15SE +/- 1167.40, N = 15SE +/- 436.18, N = 357977.861494.961535.260113.4
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 512Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1011K22K33K44K55KMin: 55833.1 / Avg: 57977.8 / Max: 59923.3Min: 55046.9 / Avg: 61494.87 / Max: 67153.7Min: 55262.9 / Avg: 61535.19 / Max: 66755.7Min: 59506.7 / Avg: 60113.4 / Max: 60959.6

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 1024Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.108K16K24K32K40KSE +/- 229.36, N = 3SE +/- 464.92, N = 3SE +/- 352.51, N = 6SE +/- 241.56, N = 335127.039412.136217.131192.4
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 1024Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.107K14K21K28K35KMin: 34745.2 / Avg: 35127.03 / Max: 35538.1Min: 38487.9 / Avg: 39412.07 / Max: 39962.9Min: 34526.3 / Avg: 36217.05 / Max: 36849.7Min: 30903.7 / Avg: 31192.37 / Max: 31672.2

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 1024Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1010K20K30K40K50KSE +/- 556.43, N = 15SE +/- 683.53, N = 15SE +/- 385.41, N = 15SE +/- 505.70, N = 444065.748074.446917.742428.0
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 1024Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.108K16K24K32K40KMin: 40333 / Avg: 44065.74 / Max: 46491.5Min: 45016.3 / Avg: 48074.45 / Max: 52140.1Min: 44195.2 / Avg: 46917.68 / Max: 48946.1Min: 40975.8 / Avg: 42428 / Max: 43260.9

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1024Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1011K22K33K44K55KSE +/- 572.73, N = 3SE +/- 976.86, N = 15SE +/- 675.35, N = 3SE +/- 419.66, N = 1548661.951501.847350.545989.7
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1024Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.109K18K27K36K45KMin: 47651.5 / Avg: 48661.9 / Max: 49634.4Min: 46861.5 / Avg: 51501.85 / Max: 55969.7Min: 46589.7 / Avg: 47350.47 / Max: 48697.4Min: 42580.3 / Avg: 45989.71 / Max: 47554.3

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 1024Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1014K28K42K56K70KSE +/- 1404.90, N = 15SE +/- 1322.12, N = 12SE +/- 652.77, N = 3SE +/- 1556.62, N = 1555610.361954.964779.156954.6
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 1024Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1011K22K33K44K55KMin: 46013.3 / Avg: 55610.31 / Max: 59387.3Min: 52090.8 / Avg: 61954.85 / Max: 65934.8Min: 63474.1 / Avg: 64779.13 / Max: 65463.1Min: 46529.7 / Avg: 56954.56 / Max: 62535.5

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: 256Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10130260390520650SE +/- 1.65, N = 3SE +/- 5.27, N = 7SE +/- 4.92, N = 4SE +/- 6.00, N = 8451579416328-shared -lrt -lstdc++-lcrypt -lssl -lcrypto-shared -lrt -lstdc++-shared -lrt -lstdc++1. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -lpthread -lz -ldl -lm
OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 256Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10100200300400500Min: 448.43 / Avg: 451.41 / Max: 454.13Min: 551.57 / Avg: 578.71 / Max: 592.77Min: 404.53 / Avg: 415.59 / Max: 425.17Min: 300.48 / Avg: 327.71 / Max: 344.591. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -lpthread -lz -ldl -lm

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 SuiteFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10200K400K600K800K1000KSE +/- 1707.89, N = 3SE +/- 4303.11, N = 3SE +/- 10109.62, N = 3SE +/- 3164.42, N = 3821180776821859554852283
OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10150K300K450K600K750KMin: 818649 / Avg: 821180 / Max: 824432Min: 769497 / Avg: 776820.67 / Max: 784397Min: 847723 / Avg: 859553.67 / Max: 879669Min: 846021 / Avg: 852283.33 / Max: 856207

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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1010K20K30K40K50KSE +/- 4.46, N = 3SE +/- 4.25, N = 3SE +/- 26.83, N = 3SE +/- 212.14, N = 343315.744352.644502.744112.21. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)2. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)3. Ubuntu 22.10 - perf governor: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)4. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)
OpenBenchmarking.orgsign/s, More Is BetterOpenSSLFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.108K16K24K32K40KMin: 43306.8 / Avg: 43315.67 / Max: 43320.9Min: 44344.2 / Avg: 44352.6 / Max: 44357.9Min: 44449 / Avg: 44502.67 / Max: 44529.8Min: 43690.7 / Avg: 44112.23 / Max: 44364.71. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)2. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)3. Ubuntu 22.10 - perf governor: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)4. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

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
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10500K1000K1500K2000K2500KMin: 2750820.08 / Avg: 2760593.81 / Max: 2769803.54Min: 2758307.07 / Avg: 2776596.25 / Max: 2789862.07Min: 2869675.78 / Avg: 2882124.66 / Max: 2900285.47Min: 2893272.33 / Avg: 2906034.63 / Max: 2919921.91. (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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10700K1400K2100K2800K3500KSE +/- 26205.32, N = 12SE +/- 30412.80, N = 7SE +/- 45342.54, N = 3SE +/- 23929.05, N = 330757983226697317313232526971. (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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10600K1200K1800K2400K3000KMin: 2950945.44 / Avg: 3075798.15 / Max: 3187794.96Min: 3112895.77 / Avg: 3226696.99 / Max: 3306436.54Min: 3089652.93 / Avg: 3173131.53 / Max: 3245551.93Min: 3205386.17 / Avg: 3252696.82 / Max: 3282603.111. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read WriteFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.106K12K18K24K30KSE +/- 6441.82, N = 9SE +/- 886.38, N = 12SE +/- 2177.61, N = 12SE +/- 903.13, N = 12297001565619361140291. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read WriteFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.105K10K15K20K25KMin: 12527.26 / Avg: 29699.78 / Max: 56614.77Min: 13729.87 / Avg: 15656.14 / Max: 24632.67Min: 13930.23 / Avg: 19360.95 / Max: 41393.51Min: 11528.91 / Avg: 14029.37 / Max: 23128.11. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read WriteFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.103K6K9K12K15KSE +/- 142.54, N = 12SE +/- 143.18, N = 12SE +/- 276.48, N = 12SE +/- 309.57, N = 12117721234613400112451. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read WriteFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102K4K6K8K10KMin: 11041.08 / Avg: 11772.09 / Max: 12750.19Min: 11561.6 / Avg: 12345.96 / Max: 13068.88Min: 12049.9 / Avg: 13399.83 / Max: 15321.22Min: 9838.92 / Avg: 11244.67 / Max: 13036.741. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10600K1200K1800K2400K3000KSE +/- 30.18, N = 3SE +/- 508.56, N = 3SE +/- 457.92, N = 3SE +/- 14395.43, N = 32872414.22927055.02938439.52918571.61. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)2. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)3. Ubuntu 22.10 - perf governor: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)4. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)
OpenBenchmarking.orgverify/s, More Is BetterOpenSSLFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10500K1000K1500K2000K2500KMin: 2872371.2 / Avg: 2872414.23 / Max: 2872472.4Min: 2926315.4 / Avg: 2927055.03 / Max: 2928029.5Min: 2937561.2 / Avg: 2938439.5 / Max: 2939103.4Min: 2889781.2 / Avg: 2918571.57 / Max: 2933112.71. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)2. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)3. Ubuntu 22.10 - perf governor: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)4. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

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
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1012345Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.13 / Avg: 0.13 / Max: 0.13

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 TimesFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000SE +/- 2.96, N = 3SE +/- 1.15, N = 3SE +/- 4.33, N = 3SE +/- 6.66, N = 3907976861862
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000Min: 903 / Avg: 907.33 / Max: 913Min: 974 / Avg: 976 / Max: 978Min: 857 / Avg: 861.33 / Max: 870Min: 853 / Avg: 862 / Max: 875

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: goFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1050100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3132230183182
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.104080120160200Min: 132 / Avg: 132.33 / Max: 133Min: 230 / Avg: 230.33 / Max: 231Min: 183 / Avg: 183 / Max: 183Min: 182 / Avg: 182 / Max: 182

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1060120180240300SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3229274253262
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1050100150200250Min: 229 / Avg: 229.33 / Max: 230Min: 273 / Avg: 273.67 / Max: 275Min: 253 / Avg: 253 / Max: 253Min: 262 / Avg: 262.33 / Max: 263

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020406080100SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 362.597.876.876.7
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020406080100Min: 62.4 / Avg: 62.47 / Max: 62.6Min: 97.6 / Avg: 97.8 / Max: 97.9Min: 76.8 / Avg: 76.83 / Max: 76.9Min: 76.5 / Avg: 76.67 / Max: 76.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020406080100SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.36, N = 367.4102.084.283.7
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020406080100Min: 67.3 / Avg: 67.37 / Max: 67.5Min: 102 / Avg: 102 / Max: 102Min: 84 / Avg: 84.17 / Max: 84.4Min: 83.2 / Avg: 83.7 / Max: 84.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10306090120150SE +/- 0.30, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 392.8129.0112.0113.0
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020406080100Min: 92.2 / Avg: 92.8 / Max: 93.1Min: 129 / Avg: 129 / Max: 129Min: 111 / Avg: 111.67 / Max: 112Min: 112 / Avg: 113 / Max: 114

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1048121620SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 314.415.915.415.3
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1048121620Min: 14.4 / Avg: 14.4 / Max: 14.4Min: 15.8 / Avg: 15.87 / Max: 15.9Min: 15.4 / Avg: 15.4 / Max: 15.4Min: 15.3 / Avg: 15.3 / Max: 15.3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10100200300400500SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3268462361359
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1080160240320400Min: 268 / Avg: 268.33 / Max: 269Min: 461 / Avg: 461.67 / Max: 462Min: 360 / Avg: 360.67 / Max: 361Min: 359 / Avg: 359 / Max: 359

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10510152025SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 318.018.816.816.8
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10510152025Min: 17.9 / Avg: 17.97 / Max: 18Min: 18.8 / Avg: 18.8 / Max: 18.8Min: 16.8 / Avg: 16.83 / Max: 16.9Min: 16.8 / Avg: 16.83 / Max: 16.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020406080100SE +/- 0.27, N = 3SE +/- 0.00, N = 3SE +/- 0.17, N = 3SE +/- 0.20, N = 368.8101.088.387.4
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020406080100Min: 68.4 / Avg: 68.77 / Max: 69.3Min: 101 / Avg: 101 / Max: 101Min: 88 / Avg: 88.3 / Max: 88.6Min: 87.2 / Avg: 87.4 / Max: 87.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3105135117117
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10306090120150Min: 104 / Avg: 104.67 / Max: 105Min: 135 / Avg: 135.33 / Max: 136Min: 117 / Avg: 117 / Max: 117Min: 117 / Avg: 117 / Max: 117

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.103691215SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 310.107.677.0210.70
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.103691215Min: 10 / Avg: 10.07 / Max: 10.1Min: 7.61 / Avg: 7.67 / Max: 7.7Min: 7.02 / Avg: 7.02 / Max: 7.03Min: 10.7 / Avg: 10.73 / Max: 10.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101020304050SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 330.843.736.236.3
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10918273645Min: 30.8 / Avg: 30.83 / Max: 30.9Min: 43.6 / Avg: 43.7 / Max: 43.8Min: 36.2 / Avg: 36.2 / Max: 36.2Min: 36.3 / Avg: 36.33 / Max: 36.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1090180270360450SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3266395330330
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1070140210280350Min: 265 / Avg: 266 / Max: 267Min: 394 / Avg: 394.67 / Max: 395Min: 329 / Avg: 329.67 / Max: 330Min: 330 / Avg: 330 / Max: 330

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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10150300450600750SE +/- 10.54, N = 15SE +/- 6.35, N = 5SE +/- 9.64, N = 15SE +/- 12.66, N = 12700.2629.1672.4692.9MIN: 515.06 / MAX: 1185.79MIN: 530.57 / MAX: 985.94MIN: 533.51 / MAX: 1001.08MIN: 552.39 / MAX: 1130.25
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10120240360480600Min: 639.51 / Avg: 700.17 / Max: 754.98Min: 620.91 / Avg: 629.08 / Max: 654.32Min: 635.38 / Avg: 672.38 / Max: 726.96Min: 655.98 / Avg: 692.88 / Max: 784.82

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000SE +/- 7.61, N = 7SE +/- 5.43, N = 7SE +/- 2.99, N = 3SE +/- 9.21, N = 3815.9592.7633.0770.0MIN: 683.47 / MAX: 1022MIN: 527.25 / MAX: 739.58MIN: 556.06 / MAX: 804.33MIN: 616.18 / MAX: 1004
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10140280420560700Min: 771.74 / Avg: 815.88 / Max: 830.79Min: 565.77 / Avg: 592.72 / Max: 608.08Min: 629.67 / Avg: 633.04 / Max: 639.01Min: 753.28 / Avg: 769.99 / Max: 785.08

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.105K10K15K20K25KSE +/- 74.67, N = 3SE +/- 23.39, N = 3SE +/- 279.89, N = 3SE +/- 192.60, N = 98783.26030.520209.021335.1MIN: 8639.99 / MAX: 10237.18MIN: 5918.45 / MAX: 6465.34MIN: 19500.01 / MAX: 24557.67MIN: 18879.72 / MAX: 25695.67
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.104K8K12K16K20KMin: 8669.18 / Avg: 8783.23 / Max: 8923.75Min: 5985.53 / Avg: 6030.52 / Max: 6064.08Min: 19712.86 / Avg: 20208.95 / Max: 20681.58Min: 20081.65 / Avg: 21335.07 / Max: 21986.07

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1010002000300040005000SE +/- 10.61, N = 3SE +/- 5.68, N = 3SE +/- 86.27, N = 9SE +/- 59.28, N = 31848.41576.54377.24692.5MIN: 1638.44 / MAX: 2511.81MIN: 1459.6 / MAX: 1753.97MIN: 3244.25 / MAX: 5257.88MIN: 4127.65 / MAX: 5167.1
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.108001600240032004000Min: 1827.76 / Avg: 1848.4 / Max: 1863Min: 1565.27 / Avg: 1576.5 / Max: 1583.56Min: 4002.22 / Avg: 4377.15 / Max: 4808.78Min: 4573.98 / Avg: 4692.46 / Max: 4755.25

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000SE +/- 3.27, N = 3SE +/- 2.67, N = 3SE +/- 6.18, N = 4SE +/- 7.05, N = 3655.1471.8512.1790.7MIN: 345.98 / MAX: 897.06MIN: 279.75 / MAX: 1172.44MIN: 286.68 / MAX: 1271.97MIN: 421.92 / MAX: 1358.68
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10140280420560700Min: 651.3 / Avg: 655.06 / Max: 661.57Min: 467.27 / Avg: 471.84 / Max: 476.52Min: 499.06 / Avg: 512.12 / Max: 525.1Min: 781.83 / Avg: 790.68 / Max: 804.6

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.107001400210028003500SE +/- 32.20, N = 15SE +/- 21.88, N = 15SE +/- 41.70, N = 15SE +/- 28.02, N = 152766.72923.33114.33265.4MIN: 2189.29 / MAX: 3157.41MIN: 2403.03 / MAX: 3206.49MIN: 2419.98 / MAX: 3598.87MIN: 2655.41 / MAX: 3881.15
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.106001200180024003000Min: 2446.63 / Avg: 2766.71 / Max: 2886.68Min: 2760.5 / Avg: 2923.28 / Max: 3036.81Min: 2816.44 / Avg: 3114.32 / Max: 3295.48Min: 3061.52 / Avg: 3265.44 / Max: 3420.54

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.103K6K9K12K15KSE +/- 35.06, N = 3SE +/- 58.98, N = 3SE +/- 30.45, N = 3SE +/- 50.48, N = 311080.712286.412279.812720.9MIN: 9893.27 / MAX: 11796.43MIN: 11309.31 / MAX: 12381.79MIN: 11289.79 / MAX: 12493.84MIN: 11580.19 / MAX: 12819.18
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102K4K6K8K10KMin: 11022.05 / Avg: 11080.74 / Max: 11143.32Min: 12178.64 / Avg: 12286.44 / Max: 12381.79Min: 12247.73 / Avg: 12279.82 / Max: 12340.69Min: 12651.78 / Avg: 12720.87 / Max: 12819.18

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: In-Memory Database ShootoutCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1015003000450060007500SE +/- 57.62, N = 15SE +/- 45.88, N = 3SE +/- 49.85, N = 124740.85041.26819.2MIN: 4254.57 / MAX: 7513.03MIN: 4538.9 / MAX: 6543.74MIN: 6195.68 / MAX: 9376.89
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: In-Memory Database ShootoutCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1012002400360048006000Min: 4445 / Avg: 4740.79 / Max: 5218.66Min: 4953.72 / Avg: 5041.18 / Max: 5108.93Min: 6509.93 / Avg: 6819.17 / Max: 7071.75

Test: In-Memory Database Shootout

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.107K14K21K28K35KSE +/- 334.94, N = 4SE +/- 307.26, N = 5SE +/- 317.43, N = 9SE +/- 188.80, N = 332435.528716.629367.332544.9MIN: 23254.6 / MAX: 33407.51MIN: 18893.22 / MAX: 29553.21MIN: 18263.23 / MAX: 30267.41MIN: 24552.33 / MAX: 32901.57
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.106K12K18K24K30KMin: 31987.42 / Avg: 32435.48 / Max: 33407.51Min: 27664.63 / Avg: 28716.56 / Max: 29553.21Min: 27440.87 / Avg: 29367.34 / Max: 30267.41Min: 32259.17 / Avg: 32544.92 / Max: 32901.57

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Genetic Algorithm Using Jenetics + FuturesFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.106001200180024003000SE +/- 19.72, N = 3SE +/- 11.25, N = 15SE +/- 17.78, N = 5SE +/- 9.65, N = 32798.51691.01626.62878.0MIN: 2498.74 / MAX: 3163.59MIN: 1444.06 / MAX: 1851.47MIN: 1501.7 / MAX: 1831.72MIN: 2703.32 / MAX: 2993.07
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Genetic Algorithm Using Jenetics + FuturesFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.105001000150020002500Min: 2770.96 / Avg: 2798.54 / Max: 2836.74Min: 1589.64 / Avg: 1691.01 / Max: 1743.76Min: 1573.68 / Avg: 1626.56 / Max: 1663.99Min: 2862.91 / Avg: 2878.02 / Max: 2895.98

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.105001000150020002500SE +/- 43.12, N = 12SE +/- 7.09, N = 3SE +/- 23.04, N = 15SE +/- 36.42, N = 152105.291834.632052.392187.43MIN: 1721.05MIN: 1815.46MIN: 1870.56MIN: 1887.971. (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: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10400800120016002000Min: 1751.72 / Avg: 2105.29 / Max: 2333.98Min: 1825.63 / Avg: 1834.63 / Max: 1848.63Min: 1886.54 / Avg: 2052.39 / Max: 2161.26Min: 1908.87 / Avg: 2187.43 / Max: 2366.931. (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: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.106001200180024003000SE +/- 44.40, N = 15SE +/- 13.20, N = 3SE +/- 30.06, N = 3SE +/- 37.19, N = 32445.172044.142452.352819.87MIN: 2084.26MIN: 2012.73MIN: 2378.28MIN: 2632.581. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.105001000150020002500Min: 2112.72 / Avg: 2445.17 / Max: 2768.15Min: 2026.93 / Avg: 2044.14 / Max: 2070.09Min: 2403.23 / Avg: 2452.35 / Max: 2506.94Min: 2752.02 / Avg: 2819.87 / Max: 2880.21. (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: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.105001000150020002500SE +/- 50.07, N = 15SE +/- 13.72, N = 3SE +/- 15.28, N = 3SE +/- 37.53, N = 122068.171812.702091.752216.45MIN: 1616.01MIN: 1778.43MIN: 2039.32MIN: 1956.51. (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: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10400800120016002000Min: 1642.66 / Avg: 2068.17 / Max: 2340.74Min: 1787.76 / Avg: 1812.7 / Max: 1835.1Min: 2061.37 / Avg: 2091.75 / Max: 2109.89Min: 1985.66 / Avg: 2216.45 / Max: 24321. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.106001200180024003000SE +/- 49.58, N = 15SE +/- 5.15, N = 3SE +/- 31.14, N = 15SE +/- 30.01, N = 152520.372024.982398.862711.97MIN: 2153.34MIN: 2003.52MIN: 2143.3MIN: 2500.561. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.105001000150020002500Min: 2175.62 / Avg: 2520.37 / Max: 2846.33Min: 2016.96 / Avg: 2024.98 / Max: 2034.58Min: 2161.11 / Avg: 2398.86 / Max: 2565.63Min: 2525.49 / Avg: 2711.97 / Max: 2896.681. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

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: 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.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1012345Min: 0.09 / Avg: 0.09 / Max: 0.09Min: 0.09 / Avg: 0.09 / Max: 0.09Min: 0.09 / Avg: 0.09 / Max: 0.09Min: 0.09 / Avg: 0.09 / Max: 0.091. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.100.03670.07340.11010.14680.1835SE +/- 0.001, N = 12SE +/- 0.001, N = 7SE +/- 0.002, N = 3SE +/- 0.001, N = 30.1630.1550.1580.1541. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1012345Min: 0.16 / Avg: 0.16 / Max: 0.17Min: 0.15 / Avg: 0.16 / Max: 0.16Min: 0.15 / Avg: 0.16 / Max: 0.16Min: 0.15 / Avg: 0.15 / Max: 0.161. (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 LatencyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10510152025SE +/- 2.27, N = 9SE +/- 0.66, N = 12SE +/- 0.98, N = 12SE +/- 0.87, N = 1212.1416.3814.0618.421. (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 LatencyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10510152025Min: 4.42 / Avg: 12.14 / Max: 19.96Min: 10.15 / Avg: 16.38 / Max: 18.21Min: 6.04 / Avg: 14.06 / Max: 17.95Min: 10.81 / Avg: 18.42 / Max: 21.691. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101020304050SE +/- 0.51, N = 12SE +/- 0.47, N = 12SE +/- 0.74, N = 12SE +/- 1.20, N = 1242.5440.5637.4844.831. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10918273645Min: 39.22 / Avg: 42.54 / Max: 45.29Min: 38.26 / Avg: 40.56 / Max: 43.25Min: 32.63 / Avg: 37.48 / Max: 41.49Min: 38.35 / Avg: 44.83 / Max: 50.821. (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.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10100200300400500SE +/- 0.50, N = 3SE +/- 0.10, N = 3SE +/- 0.21, N = 3SE +/- 0.22, N = 3477.15471.76470.00471.17-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: 429.2 / MAX: 549.17-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 409.16 / MAX: 595.011. (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 22.10 - perf governorUbuntu 22.1080160240320400Min: 476.46 / Avg: 477.15 / Max: 478.12Min: 471.59 / Avg: 471.76 / Max: 471.95Min: 469.59 / Avg: 470 / Max: 470.27Min: 470.83 / Avg: 471.17 / Max: 471.591. (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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1030060090012001500SE +/- 4.48, N = 3SE +/- 0.53, N = 3SE +/- 4.90, N = 3SE +/- 3.25, N = 31322.86886.891256.761266.30-pie -ldl - MIN: 853.35 / MAX: 2120.83-pie -ldl - MIN: 734.54 / MAX: 1028.62-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 787.21 / MAX: 2006.51-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 829.67 / MAX: 2001.081. (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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000Min: 1316.66 / Avg: 1322.86 / Max: 1331.55Min: 886.31 / Avg: 886.89 / Max: 887.95Min: 1251.83 / Avg: 1256.76 / Max: 1266.57Min: 1261.24 / Avg: 1266.3 / Max: 1272.371. (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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1030060090012001500SE +/- 4.57, N = 3SE +/- 0.66, N = 3SE +/- 1.02, N = 3SE +/- 5.19, N = 31332.04889.891256.831262.75-pie -ldl - MIN: 835.26 / MAX: 2178.64-pie -ldl - MIN: 773.74 / MAX: 1094.62-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 849.6 / MAX: 1940.53-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 872.27 / MAX: 1983.41. (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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000Min: 1324.43 / Avg: 1332.04 / Max: 1340.23Min: 888.58 / Avg: 889.89 / Max: 890.74Min: 1255.45 / Avg: 1256.83 / Max: 1258.82Min: 1254.88 / Avg: 1262.75 / Max: 1272.551. (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 22.10 - perf governorUbuntu 22.10246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 36.626.516.476.49-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: 4.94 / MAX: 66.16-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.26 / MAX: 80.041. (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 22.10 - perf governorUbuntu 22.103691215Min: 6.61 / Avg: 6.62 / Max: 6.64Min: 6.5 / Avg: 6.51 / Max: 6.52Min: 6.46 / Avg: 6.47 / Max: 6.48Min: 6.49 / Avg: 6.49 / Max: 6.491. (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.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1050100150200250Min: 253.24 / Avg: 253.35 / Max: 253.43Min: 250.91 / Avg: 251.14 / Max: 251.36Min: 250.03 / Avg: 250.72 / Max: 251.87Min: 250.49 / Avg: 250.59 / Max: 250.781. (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 22.10 - perf governorUbuntu 22.100.99451.9892.98353.9784.9725SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.424.364.354.36-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: 3.51 / MAX: 45.72-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.56 / MAX: 52.941. (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 22.10 - perf governorUbuntu 22.10246810Min: 4.42 / Avg: 4.42 / Max: 4.42Min: 4.36 / Avg: 4.36 / Max: 4.36Min: 4.35 / Avg: 4.35 / Max: 4.35Min: 4.36 / Avg: 4.36 / Max: 4.361. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101.10932.21863.32794.43725.5465SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.934.884.854.86-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: 3.98 / MAX: 28.38-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.06 / MAX: 35.721. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10246810Min: 4.93 / Avg: 4.93 / Max: 4.93Min: 4.88 / Avg: 4.88 / Max: 4.89Min: 4.85 / Avg: 4.85 / Max: 4.86Min: 4.86 / Avg: 4.86 / Max: 4.861. (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
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101020304050Min: 50.61 / Avg: 50.79 / Max: 50.96Min: 50.45 / Avg: 50.47 / Max: 50.49Min: 49.79 / Avg: 50.03 / Max: 50.27Min: 49.58 / Avg: 49.77 / Max: 49.961. (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 22.10 - perf governorUbuntu 22.103691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 310.0810.059.939.96-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: 8.62 / MAX: 43.52-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 7.95 / MAX: 38.291. (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 22.10 - perf governorUbuntu 22.103691215Min: 10.08 / Avg: 10.08 / Max: 10.09Min: 10.04 / Avg: 10.05 / Max: 10.07Min: 9.93 / Avg: 9.93 / Max: 9.93Min: 9.96 / Avg: 9.96 / Max: 9.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101.21732.43463.65194.86926.0865SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 35.415.295.315.29-pie -ldl - MIN: 4.89 / MAX: 64.11-pie -ldl - MIN: 4.51 / MAX: 42.82-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.27 / MAX: 42.55-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
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10246810Min: 5.4 / Avg: 5.41 / Max: 5.42Min: 5.29 / Avg: 5.29 / Max: 5.29Min: 5.3 / Avg: 5.31 / Max: 5.31Min: 5.29 / Avg: 5.29 / Max: 5.31. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.100.20480.40960.61440.81921.024SE +/- 0.01, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 30.910.550.550.90-pie -ldl - MIN: 0.51 / MAX: 45.62-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: 36.32-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.5 / MAX: 45.321. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10246810Min: 0.89 / Avg: 0.91 / Max: 0.93Min: 0.55 / Avg: 0.55 / Max: 0.55Min: 0.55 / Avg: 0.55 / Max: 0.55Min: 0.89 / Avg: 0.9 / Max: 0.921. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.100.27230.54460.81691.08921.3615SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.210.980.981.18-pie -ldl - MIN: 0.85 / MAX: 37.6-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: 38.39-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.85 / MAX: 40.591. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10246810Min: 1.2 / Avg: 1.21 / Max: 1.21Min: 0.98 / Avg: 0.98 / Max: 0.98Min: 0.98 / Avg: 0.98 / Max: 0.98Min: 1.17 / Avg: 1.18 / Max: 1.191. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

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: H2Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1015003000450060007500SE +/- 58.77, N = 7SE +/- 73.81, N = 20SE +/- 95.68, N = 16SE +/- 88.67, N = 46264421246077176
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Fedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1012002400360048006000Min: 6013 / Avg: 6263.86 / Max: 6489Min: 3627 / Avg: 4211.8 / Max: 4753Min: 3524 / Avg: 4607 / Max: 5134Min: 6932 / Avg: 7176 / Max: 7357

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.108001600240032004000SE +/- 2.60, N = 4SE +/- 8.11, N = 4SE +/- 23.29, N = 4SE +/- 9.21, N = 43572333432763505
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.106001200180024003000Min: 3565 / Avg: 3571.5 / Max: 3577Min: 3320 / Avg: 3334.25 / Max: 3352Min: 3219 / Avg: 3276.25 / Max: 3333Min: 3486 / Avg: 3505.25 / Max: 3522

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1014002800420056007000SE +/- 84.87, N = 20SE +/- 69.76, N = 20SE +/- 80.92, N = 20410440576695
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1012002400360048006000Min: 3586 / Avg: 4104.1 / Max: 4774Min: 3376 / Avg: 4057.35 / Max: 4544Min: 5973 / Avg: 6694.8 / Max: 7244

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

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 TestFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1080160240320400SE +/- 3.56, N = 3SE +/- 1.38, N = 3SE +/- 3.80, N = 4SE +/- 2.72, N = 3358.35324.45347.02387.54
OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1070140210280350Min: 353.57 / Avg: 358.35 / Max: 365.31Min: 321.74 / Avg: 324.45 / Max: 326.22Min: 337.55 / Avg: 347.02 / Max: 355.2Min: 383.54 / Avg: 387.54 / Max: 392.73

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 22.10 - perf governorUbuntu 22.10300600900120015001519.21554.91. (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

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 22.10 - perf governorUbuntu 22.10306090120150SE +/- 1.41, N = 7SE +/- 1.66, N = 3SE +/- 0.71, N = 3157.59137.59140.42
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To CompileCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10306090120150Min: 152.74 / Avg: 157.59 / Max: 162.02Min: 134.54 / Avg: 137.59 / Max: 140.26Min: 139.19 / Avg: 140.41 / Max: 141.67

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:

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: defconfigFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10612182430SE +/- 0.15, N = 14SE +/- 0.12, N = 13SE +/- 0.25, N = 6SE +/- 0.16, N = 1522.3118.0925.1725.56
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10612182430Min: 21.95 / Avg: 22.31 / Max: 24.19Min: 17.84 / Avg: 18.09 / Max: 19.53Min: 24.74 / Avg: 25.16 / Max: 26.32Min: 25.12 / Avg: 25.56 / Max: 27.56

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
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigFedora Server 37Ubuntu 22.10 - perf governorUbuntu 22.10306090120150Min: 159.81 / Avg: 162.9 / Max: 165Min: 144.3 / Avg: 145.1 / Max: 146Min: 143.67 / Avg: 144.34 / Max: 144.71

Build: allmodconfig

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

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 CompileCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020406080100SE +/- 0.51, N = 3SE +/- 0.61, N = 3SE +/- 0.35, N = 377.9997.65100.06
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020406080100Min: 77.36 / Avg: 77.99 / Max: 79.01Min: 96.49 / Avg: 97.65 / Max: 98.52Min: 99.7 / Avg: 100.06 / Max: 100.75

Time To Compile

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

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 - SHA-512 Benchmark TimeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1048121620SE +/- 0.09, N = 15SE +/- 0.08, N = 15SE +/- 0.09, N = 310.0810.1414.86
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1048121620Min: 9.54 / Avg: 10.08 / Max: 10.76Min: 9.72 / Avg: 10.14 / Max: 10.94Min: 14.73 / Avg: 14.86 / Max: 15.04

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.103691215SE +/- 0.02, N = 15SE +/- 0.06, N = 15SE +/- 0.21, N = 310.429.189.29
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.103691215Min: 10.29 / Avg: 10.42 / Max: 10.59Min: 8.62 / Avg: 9.18 / Max: 9.46Min: 8.89 / Avg: 9.29 / Max: 9.61

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.100.92931.85862.78793.71724.6465SE +/- 0.10, N = 15SE +/- 0.17, N = 15SE +/- 0.17, N = 33.803.824.13
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10246810Min: 3.03 / Avg: 3.8 / Max: 4.46Min: 2.77 / Avg: 3.82 / Max: 5.08Min: 3.8 / Avg: 4.13 / Max: 4.37

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1048121620SE +/- 0.83, N = 14SE +/- 0.15, N = 12SE +/- 0.33, N = 311.6310.7613.85
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1048121620Min: 10.02 / Avg: 11.63 / Max: 22.35Min: 10.15 / Avg: 10.76 / Max: 12.03Min: 13.21 / Avg: 13.85 / Max: 14.33

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 - Repartition Test TimeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10246810SE +/- 0.08, N = 14SE +/- 0.13, N = 12SE +/- 0.32, N = 36.356.088.07
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.103691215Min: 5.91 / Avg: 6.35 / Max: 6.8Min: 5.51 / Avg: 6.08 / Max: 7.09Min: 7.53 / Avg: 8.07 / Max: 8.65

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 - Inner Join Test TimeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1048121620SE +/- 0.30, N = 14SE +/- 0.14, N = 12SE +/- 0.90, N = 39.009.2614.24
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test TimeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1048121620Min: 8.09 / Avg: 9 / Max: 11.94Min: 8.63 / Avg: 9.26 / Max: 10.16Min: 13.24 / Avg: 14.24 / Max: 16.03

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 - Broadcast Inner Join Test TimeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10246810SE +/- 0.09, N = 14SE +/- 0.18, N = 12SE +/- 0.40, N = 35.505.647.30
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test TimeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.103691215Min: 4.7 / Avg: 5.5 / Max: 6.11Min: 4.49 / Avg: 5.64 / Max: 6.49Min: 6.51 / Avg: 7.3 / Max: 7.8

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: 500 - SHA-512 Benchmark TimeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1048121620SE +/- 0.13, N = 15SE +/- 0.12, N = 15SE +/- 0.14, N = 1510.9011.1516.17
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark TimeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1048121620Min: 10.23 / Avg: 10.9 / Max: 11.74Min: 10.53 / Avg: 11.15 / Max: 12.52Min: 15.28 / Avg: 16.17 / Max: 17.33

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: 500 - Calculate Pi BenchmarkCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.103691215SE +/- 0.02, N = 15SE +/- 0.08, N = 15SE +/- 0.06, N = 1510.369.029.21
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.103691215Min: 10.18 / Avg: 10.36 / Max: 10.49Min: 8.62 / Avg: 9.02 / Max: 9.6Min: 8.77 / Avg: 9.21 / Max: 9.62

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.100.94731.89462.84193.78924.7365SE +/- 0.15, N = 15SE +/- 0.16, N = 15SE +/- 0.10, N = 154.013.734.21
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeCentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10246810Min: 3.3 / Avg: 4.01 / Max: 5.64Min: 2.34 / Avg: 3.73 / Max: 4.4Min: 3.59 / Avg: 4.21 / Max: 5.11

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

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 NanotubeFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10306090120150SE +/- 0.06, N = 3SE +/- 0.68, N = 3SE +/- 0.29, N = 3SE +/- 0.13, N = 3139.89140.9323.2323.22-fexceptions -pipe -m64 -mtune=generic -fcf-protection -fPIC -UNDEBUG -std=c99-fexceptions -pipe -m64 -march=x86-64-v2 -mtune=generic -fcf-protection -fPIC -UNDEBUG -std=c991. (CC) gcc options: -shared -lxc -lblas -lmpi -O2 -fwrapv
OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon NanotubeFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10306090120150Min: 139.77 / Avg: 139.89 / Max: 139.99Min: 139.8 / Avg: 140.93 / Max: 142.14Min: 22.84 / Avg: 23.23 / Max: 23.8Min: 22.95 / Avg: 23.21 / Max: 23.391. (CC) gcc options: -shared -lxc -lblas -lmpi -O2 -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 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10510152025SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 321.4520.5620.9921.13
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-OnlyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10510152025Min: 21.38 / Avg: 21.45 / Max: 21.52Min: 20.54 / Avg: 20.56 / Max: 20.59Min: 20.89 / Avg: 20.99 / Max: 21.07Min: 21 / Avg: 21.13 / Max: 21.24

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 CADFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.1020406080100SE +/- 0.16, N = 3SE +/- 0.42, N = 3SE +/- 1.04, N = 4SE +/- 0.69, N = 370.8374.0583.6182.14
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: KNN CADFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101632486480Min: 70.59 / Avg: 70.83 / Max: 71.14Min: 73.23 / Avg: 74.05 / Max: 74.6Min: 81.2 / Avg: 83.61 / Max: 85.75Min: 81.2 / Avg: 82.14 / Max: 83.49

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.103691215SE +/- 0.122, N = 3SE +/- 0.016, N = 3SE +/- 0.091, N = 3SE +/- 0.118, N = 310.3719.9699.81810.055
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.103691215Min: 10.17 / Avg: 10.37 / Max: 10.59Min: 9.94 / Avg: 9.97 / Max: 9.99Min: 9.7 / Avg: 9.82 / Max: 10Min: 9.91 / Avg: 10.05 / Max: 10.29

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101.09132.18263.27394.36525.4565SE +/- 0.011, N = 3SE +/- 0.030, N = 3SE +/- 0.038, N = 3SE +/- 0.061, N = 34.1234.3224.7794.850
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10246810Min: 4.11 / Avg: 4.12 / Max: 4.14Min: 4.27 / Avg: 4.32 / Max: 4.38Min: 4.7 / Avg: 4.78 / Max: 4.83Min: 4.75 / Avg: 4.85 / Max: 4.96

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101530456075SE +/- 0.18, N = 3SE +/- 0.27, N = 3SE +/- 0.41, N = 3SE +/- 0.59, N = 359.5167.7066.0666.79
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101326395265Min: 59.18 / Avg: 59.51 / Max: 59.81Min: 67.35 / Avg: 67.7 / Max: 68.23Min: 65.25 / Avg: 66.06 / Max: 66.57Min: 65.6 / Avg: 66.79 / Max: 67.39

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10510152025SE +/- 0.11, N = 15SE +/- 0.20, N = 7SE +/- 0.11, N = 3SE +/- 0.09, N = 315.0322.3816.5516.63
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10510152025Min: 14.57 / Avg: 15.03 / Max: 15.94Min: 21.24 / Avg: 22.38 / Max: 22.82Min: 16.33 / Avg: 16.55 / Max: 16.69Min: 16.45 / Avg: 16.63 / Max: 16.74

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSEFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.101122334455SE +/- 0.08, N = 3SE +/- 0.48, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 332.7846.5438.0838.42
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSEFedora Server 37CentOS Stream 9Ubuntu 22.10 - perf governorUbuntu 22.10918273645Min: 32.7 / Avg: 32.78 / Max: 32.95Min: 45.84 / Avg: 46.54 / Max: 47.46Min: 37.67 / Avg: 38.08 / Max: 38.46Min: 38.31 / Avg: 38.42 / Max: 38.51

133 Results Shown

OpenVINO:
  Face Detection FP16 - CPU
  Person Detection FP16 - CPU
  Person Detection FP32 - CPU
  Vehicle Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Weld Porosity Detection FP16 - CPU
  Machine Translation EN To DE FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
Embree:
  Pathtracer ISPC - Crown
  Pathtracer ISPC - Asian Dragon
SVT-AV1:
  Preset 8 - Bosphorus 4K
  Preset 12 - Bosphorus 4K
  Preset 13 - Bosphorus 4K
Intel Open Image Denoise:
  RT.hdr_alb_nrm.3840x2160
  RTLightmap.hdr.4096x4096
OpenVKL
OSPRay:
  particle_volume/ao/real_time
  particle_volume/scivis/real_time
  particle_volume/pathtracer/real_time
  gravity_spheres_volume/dim_512/ao/real_time
  gravity_spheres_volume/dim_512/scivis/real_time
  gravity_spheres_volume/dim_512/pathtracer/real_time
Zstd Compression:
  8 - Compression Speed
  8 - Decompression Speed
  19 - Compression Speed
  19 - Decompression Speed
  8, Long Mode - Compression Speed
  8, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
  19, Long Mode - Decompression Speed
7-Zip Compression:
  Compression Rating
  Decompression Rating
GROMACS
Apache Cassandra
CockroachDB:
  MoVR - 128
  MoVR - 512
  MoVR - 1024
  KV, 10% Reads - 128
  KV, 10% Reads - 512
  KV, 50% Reads - 128
  KV, 50% Reads - 512
  KV, 60% Reads - 128
  KV, 60% Reads - 512
  KV, 95% Reads - 128
  KV, 95% Reads - 512
  KV, 10% Reads - 1024
  KV, 50% Reads - 1024
  KV, 60% Reads - 1024
  KV, 95% Reads - 1024
MariaDB
PHPBench
OpenSSL
PostgreSQL:
  100 - 250 - Read Only
  100 - 500 - Read Only
  100 - 250 - Read Write
  100 - 500 - Read Write
OpenSSL
NAMD
PyBench
PyPerformance:
  go
  2to3
  chaos
  float
  nbody
  pathlib
  raytrace
  json_loads
  crypto_pyaes
  regex_compile
  python_startup
  django_template
  pickle_pure_python
Renaissance:
  Scala Dotty
  Rand Forest
  ALS Movie Lens
  Apache Spark ALS
  Apache Spark Bayes
  Apache Spark PageRank
  Finagle HTTP Requests
  In-Memory Database Shootout
  Akka Unbalanced Cobwebbed Tree
  Genetic Algorithm Using Jenetics + Futures
oneDNN:
  Recurrent Neural Network Training - u8s8f32 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
PostgreSQL:
  100 - 250 - Read Only - Average Latency
  100 - 500 - Read Only - Average Latency
  100 - 250 - Read Write - Average Latency
  100 - 500 - Read Write - Average Latency
OpenVINO:
  Face Detection FP16 - CPU
  Person Detection FP16 - CPU
  Person Detection FP32 - CPU
  Vehicle Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Weld Porosity Detection FP16 - CPU
  Machine Translation EN To DE FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
DaCapo Benchmark:
  H2
  Jython
  Tradebeans
WireGuard + Linux Networking Stack Stress Test
NWChem
Timed Gem5 Compilation
Timed Linux Kernel Compilation:
  defconfig
  allmodconfig
Timed Node.js Compilation
Apache Spark:
  10000000 - 100 - SHA-512 Benchmark Time
  10000000 - 100 - Calculate Pi Benchmark
  10000000 - 100 - Calculate Pi Benchmark Using Dataframe
  10000000 - 100 - Group By Test Time
  10000000 - 100 - Repartition Test Time
  10000000 - 100 - Inner Join Test Time
  10000000 - 100 - Broadcast Inner Join Test Time
  10000000 - 500 - SHA-512 Benchmark Time
  10000000 - 500 - Calculate Pi Benchmark
  10000000 - 500 - Calculate Pi Benchmark Using Dataframe
GPAW
Blender
Numenta Anomaly Benchmark:
  KNN CAD
  Relative Entropy
  Windowed Gaussian
  Earthgecko Skyline
  Bayesian Changepoint
  Contextual Anomaly Detector OSE