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.

HTML result view exported from: https://openbenchmarking.org/result/2212296-NE-2212283NE76&grs.

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

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

GPAW

Input: Carbon Nanotube

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon NanotubeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37306090120150SE +/- 0.13, N = 3SE +/- 0.29, N = 3SE +/- 0.68, N = 3SE +/- 0.06, N = 323.2223.23140.93139.89-fexceptions -pipe -m64 -march=x86-64-v2 -mtune=generic -fcf-protection -fPIC -UNDEBUG -std=c99-fexceptions -pipe -m64 -mtune=generic -fcf-protection -fPIC -UNDEBUG -std=c991. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi

Renaissance

Test: ALS Movie Lens

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 375K10K15K20K25KSE +/- 192.60, N = 9SE +/- 279.89, N = 3SE +/- 23.39, N = 3SE +/- 74.67, N = 321335.120209.06030.58783.2MIN: 18879.72 / MAX: 25695.67MIN: 19500.01 / MAX: 24557.67MIN: 5918.45 / MAX: 6465.34MIN: 8639.99 / MAX: 10237.18

Renaissance

Test: Apache Spark ALS

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3710002000300040005000SE +/- 59.28, N = 3SE +/- 86.27, N = 9SE +/- 5.68, N = 3SE +/- 10.61, N = 34692.54377.21576.51848.4MIN: 4127.65 / MAX: 5167.1MIN: 3244.25 / MAX: 5257.88MIN: 1459.6 / MAX: 1753.97MIN: 1638.44 / MAX: 2511.81

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37300K600K900K1200K1500KSE +/- 3348.48, N = 3SE +/- 7662.82, N = 3SE +/- 974.94, N = 3SE +/- 1603.43, N = 378708587489813894436723451. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 372004006008001000SE +/- 2.43, N = 3SE +/- 1.52, N = 3SE +/- 6.55, N = 15SE +/- 5.37, N = 3676.71144.2970.3644.71. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Renaissance

Test: Genetic Algorithm Using Jenetics + Futures

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Genetic Algorithm Using Jenetics + FuturesUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 376001200180024003000SE +/- 9.65, N = 3SE +/- 17.78, N = 5SE +/- 11.25, N = 15SE +/- 19.72, N = 32878.01626.61691.02798.5MIN: 2703.32 / MAX: 2993.07MIN: 1501.7 / MAX: 1831.72MIN: 1444.06 / MAX: 1851.47MIN: 2498.74 / MAX: 3163.59

MariaDB

Clients: 256

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 256Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37130260390520650SE +/- 6.00, N = 8SE +/- 4.92, N = 4SE +/- 5.27, N = 7SE +/- 1.65, N = 3328416579451-shared -lrt -lstdc++-shared -lrt -lstdc++-lcrypt -lssl -lcrypto-shared -lrt -lstdc++1. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -lpthread -lz -ldl -lm

CockroachDB

Workload: MoVR - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 512Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 372004006008001000SE +/- 0.90, N = 3SE +/- 2.73, N = 3SE +/- 6.55, N = 3SE +/- 1.45, N = 3610.6949.5936.2544.0

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3750100150200250SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3182183230132

CockroachDB

Workload: MoVR - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 372004006008001000SE +/- 2.40, N = 3SE +/- 3.08, N = 3SE +/- 0.95, N = 3SE +/- 0.44, N = 3610.8948.0936.3545.8

CockroachDB

Workload: MoVR - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 372004006008001000SE +/- 1.15, N = 3SE +/- 4.44, N = 3SE +/- 1.58, N = 3SE +/- 1.08, N = 3611.7947.5937.0548.2

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37100200300400500SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3359361462268

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 372004006008001000SE +/- 7.05, N = 3SE +/- 6.18, N = 4SE +/- 2.67, N = 3SE +/- 3.27, N = 3790.7512.1471.8655.1MIN: 421.92 / MAX: 1358.68MIN: 286.68 / MAX: 1271.97MIN: 279.75 / MAX: 1172.44MIN: 345.98 / MAX: 897.06

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 370.20480.40960.61440.81921.024SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.01, N = 30.900.550.550.91-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.5 / MAX: 45.32-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.5 / MAX: 36.32-pie -ldl - MIN: 0.5 / MAX: 28.36-pie -ldl - MIN: 0.51 / MAX: 45.621. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3720406080100SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 376.776.897.862.5

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 373691215SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 310.707.027.6710.10

CockroachDB

Workload: KV, 10% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 378K16K24K32K40KSE +/- 322.46, N = 15SE +/- 338.33, N = 15SE +/- 411.94, N = 15SE +/- 453.10, N = 1225586.533324.138849.731400.4

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3720406080100SE +/- 0.36, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 383.784.2102.067.4

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371224364860SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 337.7537.9253.7135.76-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3730060090012001500SE +/- 5.19, N = 3SE +/- 1.02, N = 3SE +/- 0.66, N = 3SE +/- 4.57, N = 31262.751256.83889.891332.04-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 872.27 / MAX: 1983.4-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 849.6 / MAX: 1940.53-pie -ldl - MIN: 773.74 / MAX: 1094.62-pie -ldl - MIN: 835.26 / MAX: 2178.641. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371224364860SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 337.6137.9353.8736.04-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3730060090012001500SE +/- 3.25, N = 3SE +/- 4.90, N = 3SE +/- 0.53, N = 3SE +/- 4.48, N = 31266.301256.76886.891322.86-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 829.67 / MAX: 2001.08-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 787.21 / MAX: 2006.51-pie -ldl - MIN: 734.54 / MAX: 1028.62-pie -ldl - MIN: 853.35 / MAX: 2120.831. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37510152025SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 7SE +/- 0.11, N = 1516.6316.5522.3815.03

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3790180270360450SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3330330395266

Apache Spark

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

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

Apache Spark

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

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

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3720406080100SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.00, N = 3SE +/- 0.27, N = 387.488.3101.068.8

Renaissance

Test: In-Memory Database Shootout

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: In-Memory Database ShootoutUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 915003000450060007500SE +/- 49.85, N = 12SE +/- 45.88, N = 3SE +/- 57.62, N = 156819.25041.24740.8MIN: 6195.68 / MAX: 9376.89MIN: 4538.9 / MAX: 6543.74MIN: 4254.57 / MAX: 7513.03

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3720406080100SE +/- 0.18, N = 3SE +/- 0.99, N = 5SE +/- 0.15, N = 3SE +/- 0.07, N = 366.2693.2594.2666.381. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Numenta Anomaly Benchmark

Detector: Contextual Anomaly Detector OSE

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSEUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371122334455SE +/- 0.06, N = 3SE +/- 0.23, N = 3SE +/- 0.48, N = 3SE +/- 0.08, N = 338.4238.0846.5432.78

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371020304050SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 336.336.243.730.8

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37612182430SE +/- 0.16, N = 15SE +/- 0.25, N = 6SE +/- 0.12, N = 13SE +/- 0.15, N = 1425.5625.1718.0922.31

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371224364860SE +/- 0.28, N = 15SE +/- 0.55, N = 15SE +/- 0.95, N = 12SE +/- 0.40, N = 339.740.155.243.01. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37306090120150SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.30, N = 3113.0112.0129.092.8

Renaissance

Test: Random Forest

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 372004006008001000SE +/- 9.21, N = 3SE +/- 2.99, N = 3SE +/- 5.43, N = 7SE +/- 7.61, N = 7770.0633.0592.7815.9MIN: 616.18 / MAX: 1004MIN: 556.06 / MAX: 804.33MIN: 527.25 / MAX: 739.58MIN: 683.47 / MAX: 1022

CockroachDB

Workload: KV, 50% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3711K22K33K44K55KSE +/- 356.72, N = 15SE +/- 416.43, N = 15SE +/- 329.62, N = 14SE +/- 201.56, N = 337011.345420.250034.542943.9

CockroachDB

Workload: KV, 60% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3712K24K36K48K60KSE +/- 512.79, N = 3SE +/- 506.75, N = 5SE +/- 481.43, N = 3SE +/- 428.40, N = 1540495.950763.354048.544400.8

CockroachDB

Workload: KV, 50% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 512Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3711K22K33K44K55KSE +/- 263.98, N = 15SE +/- 419.75, N = 15SE +/- 165.79, N = 3SE +/- 369.59, N = 339856.847183.053059.945199.6

CockroachDB

Workload: KV, 10% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 512Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 378K16K24K32K40KSE +/- 323.23, N = 4SE +/- 366.30, N = 6SE +/- 311.20, N = 10SE +/- 149.58, N = 330362.335924.639678.934135.1

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_timeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3750100150200250SE +/- 1.42, N = 3SE +/- 2.22, N = 3SE +/- 0.76, N = 3SE +/- 0.88, N = 3174.32220.69227.21174.94

CockroachDB

Workload: KV, 95% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3714K28K42K56K70KSE +/- 200.15, N = 3SE +/- 281.22, N = 3SE +/- 628.54, N = 3SE +/- 579.24, N = 356347.264140.365223.350569.8

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37306090120150SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3117117135105

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 920406080100SE +/- 0.35, N = 3SE +/- 0.61, N = 3SE +/- 0.51, N = 3100.0697.6577.99

CockroachDB

Workload: KV, 10% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 1024Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 378K16K24K32K40KSE +/- 241.56, N = 3SE +/- 352.51, N = 6SE +/- 464.92, N = 3SE +/- 229.36, N = 331192.436217.139412.135127.0

CockroachDB

Workload: KV, 60% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 512Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3712K24K36K48K60KSE +/- 340.08, N = 15SE +/- 242.19, N = 3SE +/- 718.51, N = 15SE +/- 339.30, N = 343058.353436.054178.349104.1

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 370.27230.54460.81691.08921.3615SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.180.980.981.21-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.85 / MAX: 40.59-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 0.86 / MAX: 38.39-pie -ldl - MIN: 0.86 / MAX: 20.91-pie -ldl - MIN: 0.85 / MAX: 37.61. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 370.38030.76061.14091.52121.9015SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.651.691.401.45

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3760120180240300SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3262253274229

Intel Open Image Denoise

Run: RT.hdr_alb_nrm.3840x2160

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 370.811.622.433.244.05SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.443.603.013.07

WireGuard + Linux Networking Stack Stress Test

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3780160240320400SE +/- 2.72, N = 3SE +/- 3.80, N = 4SE +/- 1.38, N = 3SE +/- 3.56, N = 3387.54347.02324.45358.35

Numenta Anomaly Benchmark

Detector: KNN CAD

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: KNN CADUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3720406080100SE +/- 0.69, N = 3SE +/- 1.04, N = 4SE +/- 0.42, N = 3SE +/- 0.16, N = 382.1483.6174.0570.83

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 377001400210028003500SE +/- 28.02, N = 15SE +/- 41.70, N = 15SE +/- 21.88, N = 15SE +/- 32.20, N = 153265.43114.32923.32766.7MIN: 2655.41 / MAX: 3881.15MIN: 2419.98 / MAX: 3598.87MIN: 2403.03 / MAX: 3206.49MIN: 2189.29 / MAX: 3157.41

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371.09132.18263.27394.36525.4565SE +/- 0.061, N = 3SE +/- 0.038, N = 3SE +/- 0.030, N = 3SE +/- 0.011, N = 34.8504.7794.3224.123

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3711002200330044005500SE +/- 35.39, N = 3SE +/- 10.58, N = 3SE +/- 41.70, N = 15SE +/- 65.04, N = 154220.74443.84900.74326.41. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 93691215SE +/- 0.06, N = 15SE +/- 0.08, N = 15SE +/- 0.02, N = 159.219.0210.36

Renaissance

Test: Finagle HTTP Requests

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 373K6K9K12K15KSE +/- 50.48, N = 3SE +/- 30.45, N = 3SE +/- 58.98, N = 3SE +/- 35.06, N = 312720.912279.812286.411080.7MIN: 11580.19 / MAX: 12819.18MIN: 11289.79 / MAX: 12493.84MIN: 11309.31 / MAX: 12381.79MIN: 9893.27 / MAX: 11796.43

Timed Gem5 Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To CompileUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9306090120150SE +/- 0.71, N = 3SE +/- 1.66, N = 3SE +/- 1.41, N = 7140.42137.59157.59

Numenta Anomaly Benchmark

Detector: Earthgecko Skyline

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371530456075SE +/- 0.59, N = 3SE +/- 0.41, N = 3SE +/- 0.27, N = 3SE +/- 0.18, N = 366.7966.0667.7059.51

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 93691215SE +/- 0.21, N = 3SE +/- 0.06, N = 15SE +/- 0.02, N = 159.299.1810.42

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 372004006008001000SE +/- 6.66, N = 3SE +/- 4.33, N = 3SE +/- 1.15, N = 3SE +/- 2.96, N = 3862861976907

Renaissance

Test: Akka Unbalanced Cobwebbed Tree

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 377K14K21K28K35KSE +/- 188.80, N = 3SE +/- 317.43, N = 9SE +/- 307.26, N = 5SE +/- 334.94, N = 432544.929367.328716.632435.5MIN: 24552.33 / MAX: 32901.57MIN: 18263.23 / MAX: 30267.41MIN: 18893.22 / MAX: 29553.21MIN: 23254.6 / MAX: 33407.51

CockroachDB

Workload: KV, 50% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 1024Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3710K20K30K40K50KSE +/- 505.70, N = 4SE +/- 385.41, N = 15SE +/- 683.53, N = 15SE +/- 556.43, N = 1542428.046917.748074.444065.7

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigUbuntu 22.10Ubuntu 22.10 - perf governorFedora Server 374080120160200SE +/- 0.34, N = 3SE +/- 0.49, N = 3SE +/- 1.58, N = 3144.34145.10162.90

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37510152025SE +/- 0.14, N = 12SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 318.5818.7616.6418.761. (CXX) g++ options: -O3

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 378001600240032004000SE +/- 11.07, N = 12SE +/- 17.84, N = 5SE +/- 7.00, N = 3SE +/- 12.53, N = 73468.83475.03901.13714.51. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 8, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3711002200330044005500SE +/- 6.47, N = 3SE +/- 58.12, N = 3SE +/- 2.82, N = 15SE +/- 88.02, N = 34460.84523.65013.34749.31. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3710002000300040005000SE +/- 2.85, N = 3SE +/- 4.06, N = 3SE +/- 1.95, N = 15SE +/- 28.83, N = 154181.94170.44679.94421.51. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37510152025SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 316.816.818.818.0

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37200K400K600K800K1000KSE +/- 3164.42, N = 3SE +/- 10109.62, N = 3SE +/- 4303.11, N = 3SE +/- 1707.89, N = 3852283859554776821821180

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3748121620SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 315.315.415.914.4

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 960K120K180K240K300KSE +/- 2145.84, N = 3SE +/- 965.17, N = 3SE +/- 638.52, N = 3234467258565243423

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37300K600K900K1200K1500KSE +/- 26469.97, N = 3SE +/- 9657.43, N = 3SE +/- 9785.85, N = 3SE +/- 18301.88, N = 311371751175260122972711187991. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 378001600240032004000SE +/- 9.21, N = 4SE +/- 23.29, N = 4SE +/- 8.11, N = 4SE +/- 2.60, N = 43505327633343572

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 378001600240032004000SE +/- 13.38, N = 15SE +/- 13.95, N = 15SE +/- 2.37, N = 12SE +/- 41.20, N = 33527.93549.03812.93803.31. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenVKL

Benchmark: vklBenchmark ISPC

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3730060090012001500SE +/- 2.52, N = 3SE +/- 7.54, N = 3SE +/- 15.10, N = 3SE +/- 11.66, N = 71285133713161258MIN: 328 / MAX: 3941MIN: 328 / MAX: 5125MIN: 331 / MAX: 4903MIN: 330 / MAX: 5417

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3730K60K90K120K150KSE +/- 1146.60, N = 3SE +/- 268.69, N = 3SE +/- 491.67, N = 3SE +/- 70.93, N = 3119916.92122351.79115292.43116674.85-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

PostgreSQL

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 370.03670.07340.11010.14680.1835SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 7SE +/- 0.001, N = 120.1540.1580.1550.1631. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 370.02050.0410.06150.0820.1025SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0860.0870.0900.0911. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37700K1400K2100K2800K3500KSE +/- 23929.05, N = 3SE +/- 45342.54, N = 3SE +/- 30412.80, N = 7SE +/- 26205.32, N = 1232526973173132322669730757981. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 373691215SE +/- 0.118, N = 3SE +/- 0.091, N = 3SE +/- 0.016, N = 3SE +/- 0.122, N = 310.0559.8189.96910.371

PostgreSQL

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37600K1200K1800K2400K3000KSE +/- 7713.61, N = 3SE +/- 9286.34, N = 3SE +/- 9449.08, N = 3SE +/- 5487.30, N = 329060352882125277659627605941. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3730K60K90K120K150KSE +/- 2082.25, N = 3SE +/- 964.99, N = 3SE +/- 1753.42, N = 4SE +/- 1959.90, N = 3149753.69146388.06142443.10146533.10-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-OnlyUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37510152025SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 321.1320.9920.5621.45

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3710K20K30K40K50KSE +/- 212.14, N = 3SE +/- 26.83, N = 3SE +/- 4.25, N = 3SE +/- 4.46, N = 344112.244502.744352.643315.71. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)2. Ubuntu 22.10 - perf governor: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)3. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)4. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 374080120160200SE +/- 0.45, N = 3SE +/- 0.70, N = 3SE +/- 0.70, N = 3SE +/- 0.62, N = 3182.40182.27180.75177.71MIN: 131.93 / MAX: 211.14MIN: 131.2 / MAX: 210.44MIN: 134.63 / MAX: 202.84MIN: 130.43 / MAX: 201.93

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3750100150200250SE +/- 0.38, N = 3SE +/- 0.23, N = 3SE +/- 0.21, N = 3SE +/- 0.52, N = 3211.75213.92212.75208.98MIN: 206.83 / MAX: 224.62MIN: 209.29 / MAX: 225.68MIN: 207.91 / MAX: 226.6MIN: 204.08 / MAX: 217.58

NWChem

Input: C240 Buckyball

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

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3716003200480064008000SE +/- 1.41, N = 3SE +/- 6.57, N = 3SE +/- 5.01, N = 3SE +/- 8.70, N = 37384.357400.007358.647232.28-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 36.496.476.516.62-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 5.26 / MAX: 80.04-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.94 / MAX: 66.16-pie -ldl - MIN: 5.5 / MAX: 35.37-pie -ldl - MIN: 5.24 / MAX: 87.521. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37600K1200K1800K2400K3000KSE +/- 14395.43, N = 3SE +/- 457.92, N = 3SE +/- 508.56, N = 3SE +/- 30.18, N = 32918571.62938439.52927055.02872414.21. Ubuntu 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)2. Ubuntu 22.10 - perf governor: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)3. CentOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)4. Fedora Server 37: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/ao/real_timeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371020304050SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.24, N = 342.8142.8542.3641.89

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371.21732.43463.65194.86926.0865SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 35.295.315.295.41-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.85 / MAX: 52.21-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.27 / MAX: 42.55-pie -ldl - MIN: 4.51 / MAX: 42.82-pie -ldl - MIN: 4.89 / MAX: 64.111. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OSPRay

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371020304050SE +/- 0.14, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.30, N = 343.0943.0943.5442.58

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 372K4K6K8K10KSE +/- 5.92, N = 3SE +/- 3.07, N = 3SE +/- 4.16, N = 3SE +/- 10.24, N = 39052.639031.689059.498867.05-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 370.02960.05920.08880.11840.148SE +/- 0.00010, N = 3SE +/- 0.00056, N = 3SE +/- 0.00018, N = 3SE +/- 0.00053, N = 30.128700.128730.129340.13139

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 372004006008001000SE +/- 2.06, N = 3SE +/- 2.60, N = 3SE +/- 0.17, N = 3SE +/- 1.87, N = 3963.35958.14949.62943.69-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371122334455SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 349.7750.0350.4750.79-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 37.14 / MAX: 245.66-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 37.47 / MAX: 276.72-pie -ldl - MIN: 37.65 / MAX: 133.01-pie -ldl - MIN: 40.6 / MAX: 252.391. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/scivis/real_timeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371020304050SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 342.7142.7842.3341.96

OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371224364860SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.19, N = 353.9354.1553.7853.14

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371.10932.21863.32794.43725.5465SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.864.854.884.93-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 4.06 / MAX: 35.72-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.98 / MAX: 28.38-pie -ldl - MIN: 3.99 / MAX: 44.64-pie -ldl - MIN: 4.21 / MAX: 45.761. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 370.99451.9892.98353.9784.9725SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.364.354.364.42-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.56 / MAX: 52.94-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 3.51 / MAX: 45.72-pie -ldl - MIN: 3.56 / MAX: 29.67-pie -ldl - MIN: 3.59 / MAX: 71.81. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 372K4K6K8K10KSE +/- 1.10, N = 3SE +/- 0.77, N = 3SE +/- 8.34, N = 3SE +/- 1.62, N = 310984.8611010.4510981.9610836.10-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OSPRay

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/ao/real_timeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371020304050SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.21, N = 343.8644.1844.0243.48

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 372K4K6K8K10KSE +/- 1.37, N = 3SE +/- 1.31, N = 3SE +/- 1.35, N = 3SE +/- 3.79, N = 39845.219859.399793.559708.74-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37100200300400500SE +/- 0.22, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 0.50, N = 3471.17470.00471.76477.15-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 409.16 / MAX: 595.01-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 429.2 / MAX: 549.17-pie -ldl - MIN: 457.05 / MAX: 512.99-pie -ldl - MIN: 442.5 / MAX: 604.181. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 373691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 39.969.9310.0510.08-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 7.95 / MAX: 38.29-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 8.62 / MAX: 43.52-pie -ldl - MIN: 8.3 / MAX: 70.82-pie -ldl - MIN: 8.17 / MAX: 56.461. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3720406080100SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3101.66101.93101.65100.47-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 374K8K12K16K20KSE +/- 4.32, N = 3SE +/- 5.00, N = 3SE +/- 23.50, N = 3SE +/- 11.26, N = 319163.4719201.9318953.4418954.91-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3760120180240300SE +/- 0.10, N = 3SE +/- 0.58, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3250.59250.72251.14253.35-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 210.49 / MAX: 338.49-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF - MIN: 207.51 / MAX: 302.56-pie -ldl - MIN: 208.19 / MAX: 281.71-pie -ldl - MIN: 212.96 / MAX: 347.541. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 374080120160200SE +/- 0.06, N = 3SE +/- 0.48, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3191.17191.05190.76189.09-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-isystem -msse4.1 -msse4.2 -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF-pie -ldl-pie -ldl1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

PostgreSQL

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 371020304050SE +/- 1.20, N = 12SE +/- 0.74, N = 12SE +/- 0.47, N = 12SE +/- 0.51, N = 1244.8337.4840.5642.541. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read WriteUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 373K6K9K12K15KSE +/- 309.57, N = 12SE +/- 276.48, N = 12SE +/- 143.18, N = 12SE +/- 142.54, N = 12112451340012346117721. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37510152025SE +/- 0.87, N = 12SE +/- 0.98, N = 12SE +/- 0.66, N = 12SE +/- 2.27, N = 918.4214.0616.3812.141. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read WriteUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 376K12K18K24K30KSE +/- 903.13, N = 12SE +/- 2177.61, N = 12SE +/- 886.38, N = 12SE +/- 6441.82, N = 9140291936115656297001. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

CockroachDB

Workload: KV, 95% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 1024Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3714K28K42K56K70KSE +/- 1556.62, N = 15SE +/- 652.77, N = 3SE +/- 1322.12, N = 12SE +/- 1404.90, N = 1556954.664779.161954.955610.3

CockroachDB

Workload: KV, 60% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1024Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3711K22K33K44K55KSE +/- 419.66, N = 15SE +/- 675.35, N = 3SE +/- 976.86, N = 15SE +/- 572.73, N = 345989.747350.551501.848661.9

CockroachDB

Workload: KV, 95% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 512Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3713K26K39K52K65KSE +/- 436.18, N = 3SE +/- 1167.40, N = 15SE +/- 1059.48, N = 15SE +/- 581.80, N = 660113.461535.261494.957977.8

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 90.94731.89462.84193.78924.7365SE +/- 0.10, N = 15SE +/- 0.16, N = 15SE +/- 0.15, N = 154.213.734.01

Apache Spark

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

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

Apache Spark

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

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

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9246810SE +/- 0.32, N = 3SE +/- 0.13, N = 12SE +/- 0.08, N = 148.076.086.35

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 948121620SE +/- 0.33, N = 3SE +/- 0.15, N = 12SE +/- 0.83, N = 1413.8510.7611.63

Apache Spark

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

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

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 376001200180024003000SE +/- 30.01, N = 15SE +/- 31.14, N = 15SE +/- 5.15, N = 3SE +/- 49.58, N = 152711.972398.862024.982520.37MIN: 2500.56MIN: 2143.3MIN: 2003.52MIN: 2153.341. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 375001000150020002500SE +/- 37.53, N = 12SE +/- 15.28, N = 3SE +/- 13.72, N = 3SE +/- 50.07, N = 152216.452091.751812.702068.17MIN: 1956.5MIN: 2039.32MIN: 1778.43MIN: 1616.011. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 376001200180024003000SE +/- 37.19, N = 3SE +/- 30.06, N = 3SE +/- 13.20, N = 3SE +/- 44.40, N = 152819.872452.352044.142445.17MIN: 2632.58MIN: 2378.28MIN: 2012.73MIN: 2084.261. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 375001000150020002500SE +/- 36.42, N = 15SE +/- 23.04, N = 15SE +/- 7.09, N = 3SE +/- 43.12, N = 122187.432052.391834.632105.29MIN: 1887.97MIN: 1870.56MIN: 1815.46MIN: 1721.051. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 4KUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3760120180240300SE +/- 1.98, N = 4SE +/- 2.80, N = 15SE +/- 3.69, N = 15SE +/- 1.13, N = 3164.00261.79226.80155.211. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 4KUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3760120180240300SE +/- 1.31, N = 15SE +/- 5.92, N = 15SE +/- 4.83, N = 15SE +/- 1.97, N = 3182.03257.96263.55167.151. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37306090120150SE +/- 1.84, N = 12SE +/- 0.96, N = 5SE +/- 1.54, N = 3SE +/- 0.84, N = 786.593.5113.596.11. Ubuntu 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.10 - perf governor: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Fedora Server 37: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 37150300450600750SE +/- 12.66, N = 12SE +/- 9.64, N = 15SE +/- 6.35, N = 5SE +/- 10.54, N = 15692.9672.4629.1700.2MIN: 552.39 / MAX: 1130.25MIN: 533.51 / MAX: 1001.08MIN: 530.57 / MAX: 985.94MIN: 515.06 / MAX: 1185.79

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansUbuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 914002800420056007000SE +/- 80.92, N = 20SE +/- 69.76, N = 20SE +/- 84.87, N = 20669540574104

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 22.10Ubuntu 22.10 - perf governorCentOS Stream 9Fedora Server 3715003000450060007500SE +/- 88.67, N = 4SE +/- 95.68, N = 16SE +/- 73.81, N = 20SE +/- 58.77, N = 77176460742126264

Phoronix Test Suite v10.8.4