EPYC Genoa Linux Distros

2 x AMD EPYC 9654 96-Core testing with a AMD Titanite_4G (RTI1002E BIOS) and ASPEED on Ubuntu 22.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2212268-NE-EPYCGENOA71&sor&grs.

EPYC Genoa Linux DistrosProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionUbuntu 22.10Ubuntu 22.10 - perf governor2 x AMD EPYC 9654 96-Core @ 3.71GHz (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 15.0.2-1ext41920x1080OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor 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 Java Details- OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)Python Details- Python 3.10.7Security Details- 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 Distrosrenaissance: Genetic Algorithm Using Jenetics + Futurescompress-zstd: 8, Long Mode - Compression Speedopenvino: Age Gender Recognition Retail 0013 FP16 - CPUsvt-av1: Preset 13 - Bosphorus 4Kcockroach: MoVR - 512cockroach: MoVR - 128cockroach: MoVR - 1024renaissance: Apache Spark Bayespyperformance: python_startupspark: 10000000 - 100 - SHA-512 Benchmark Timespark: 10000000 - 500 - SHA-512 Benchmark Timesvt-av1: Preset 8 - Bosphorus 4Krenaissance: In-Memory Database Shootoutcockroach: KV, 10% Reads - 128spark: 10000000 - 100 - Group By Test Timemysqlslap: 256ospray: particle_volume/pathtracer/real_timecockroach: KV, 60% Reads - 128cockroach: KV, 60% Reads - 512cockroach: KV, 50% Reads - 128renaissance: Rand Forestopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUcockroach: KV, 50% Reads - 512cockroach: KV, 10% Reads - 512cockroach: KV, 10% Reads - 1024onednn: Recurrent Neural Network Inference - u8s8f32 - CPUcockroach: KV, 95% Reads - 128onednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUwireguard: compress-7zip: Compression Ratingrenaissance: Akka Unbalanced Cobwebbed Treecockroach: KV, 50% Reads - 1024cassandra: Writesrenaissance: Apache Spark ALSdacapobench: Jythononednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUrenaissance: ALS Movie Lenscompress-zstd: 8 - Compression Speedrenaissance: Apache Spark PageRankoidn: RT.hdr_alb_nrm.3840x2160openvkl: vklBenchmark ISPCrenaissance: Finagle HTTP Requestspyperformance: 2to3compress-7zip: Decompression Ratingcockroach: KV, 60% Reads - 1024pgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlybuild-nodejs: Time To Compileoidn: RTLightmap.hdr.4096x4096numenta-nab: Relative Entropynwchem: C240 Buckyballopenvino: Age Gender Recognition Retail 0013 FP16 - CPUspark: 10000000 - 500 - Calculate Pi Benchmarkbuild-gem5: Time To Compileopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUnumenta-nab: KNN CADbuild-linux-kernel: defconfignumenta-nab: Windowed Gaussiancompress-zstd: 8, Long Mode - Decompression Speedspark: 10000000 - 100 - Calculate Pi Benchmarkpgbench: 100 - 250 - Read Only - Average Latencynumenta-nab: Earthgecko Skylinepyperformance: crypto_pyaesembree: Pathtracer ISPC - Asian Dragoncompress-zstd: 19, Long Mode - Compression Speedgromacs: MPI CPU - water_GMX50_barenumenta-nab: Contextual Anomaly Detector OSEpyperformance: nbodyopenssl: phpbench: PHP Benchmark Suiteopenvino: Person Detection FP16 - CPUpgbench: 100 - 250 - Read Onlyopenvino: Person Detection FP16 - CPUospray: gravity_spheres_volume/dim_512/ao/real_timeopenssl: blender: Classroom - CPU-Onlypyperformance: pathlibcompress-zstd: 19, Long Mode - Decompression Speedpyperformance: floatpyperformance: raytracepyperformance: goopenvino: Machine Translation EN To DE FP16 - CPUbuild-linux-kernel: allmodconfigopenvino: Machine Translation EN To DE FP16 - CPUnumenta-nab: Bayesian Changepointopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUospray: gravity_spheres_volume/dim_512/pathtracer/real_timeopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUpyperformance: django_templatecompress-zstd: 8 - Decompression Speedopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUcompress-zstd: 19 - Decompression Speedospray: particle_volume/scivis/real_timeopenvino: Weld Porosity Detection FP16 - CPUpyperformance: chaospybench: Total For Average Test Timesospray: particle_volume/ao/real_timeembree: Pathtracer ISPC - Crowngpaw: Carbon Nanotubeopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUnamd: ATPase Simulation - 327,506 Atomsospray: gravity_spheres_volume/dim_512/scivis/real_timepyperformance: pickle_pure_pythonpyperformance: regex_compilepyperformance: json_loadspgbench: 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, 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 - Calculate Pi Benchmark Using Dataframeonednn: Recurrent Neural Network Training - u8s8f32 - CPUsvt-av1: Preset 12 - Bosphorus 4Kcompress-zstd: 19 - Compression Speedrenaissance: Scala Dottydacapobench: Tradebeansdacapobench: H2Ubuntu 22.10Ubuntu 22.10 - perf governor2878.0676.70.90164.000610.6610.8611.7790.710.714.8616.1766.2566819.225586.513.85328174.31640495.943058.337011.3770.01.1839856.830362.331192.42819.8756347.22711.97387.53978708532544.942428.02344674692.535052216.4521335.14220.73265.43.44128512720.9262113717545989.70.1543252697100.0601.6510.0551554.9149753.699.21140.415119916.9282.13825.5574.8504460.89.290.08666.78687.4211.749839.718.57638.42111344112.285228337.6129060351266.3043.85592918571.621.1315.33527.983.7359182963.35144.34249.7716.6261262.7537.7553.92555.296.499.9636.34181.9101.66471.1710984.869052.634.367384.354.8619163.473468.842.71259845.2176.786242.8085182.397623.215191.17250.590.1287043.090633011716.844.8281124518.4161402956954.660113.44.217.3014.248.074.132187.43182.03086.5692.9669571761626.61144.20.55261.788949.5948.0947.5512.17.0210.1411.1593.2525041.233324.110.76416220.69150763.353436.045420.2633.00.9847183.035924.636217.12452.3564140.32398.86347.02487489829367.346917.72585654377.232762091.7520209.04443.83114.33.60133712279.8253117526047350.50.158317313297.6491.699.8181519.2146388.069.02137.592122351.7983.60825.1654.7794523.69.180.08766.06188.3213.915740.118.75638.07811244502.785955437.9328821251256.7644.17592938439.520.9915.43549.084.2361183958.14145.10250.0316.5451256.8337.9254.14775.316.479.9336.24170.4101.93470.0011010.459031.684.357400.004.8519201.933475.042.78069859.3976.886142.8490182.266223.230191.05250.720.1287343.092833011716.837.4821340014.0581936164779.161535.23.735.649.266.083.822052.39257.96393.5672.440574607OpenBenchmarking.org

Renaissance

Test: Genetic Algorithm Using Jenetics + Futures

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Genetic Algorithm Using Jenetics + FuturesUbuntu 22.10 - perf governorUbuntu 22.106001200180024003000SE +/- 17.78, N = 5SE +/- 9.65, N = 31626.62878.0MIN: 1501.7 / MAX: 1831.72MIN: 2703.32 / MAX: 2993.07

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedUbuntu 22.10 - perf governorUbuntu 22.102004006008001000SE +/- 1.52, N = 3SE +/- 2.43, N = 31144.2676.71. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 22.10 - perf governorUbuntu 22.100.20250.4050.60750.811.0125SE +/- 0.00, N = 3SE +/- 0.01, N = 30.550.90MIN: 0.5 / MAX: 36.32MIN: 0.5 / MAX: 45.321. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

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 22.10 - perf governorUbuntu 22.1060120180240300SE +/- 2.80, N = 15SE +/- 1.98, N = 4261.79164.00

CockroachDB

Workload: MoVR - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 512Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000SE +/- 2.73, N = 3SE +/- 0.90, N = 3949.5610.6

CockroachDB

Workload: MoVR - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000SE +/- 3.08, N = 3SE +/- 2.40, N = 3948.0610.8

CockroachDB

Workload: MoVR - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024Ubuntu 22.10 - perf governorUbuntu 22.102004006008001000SE +/- 4.44, N = 3SE +/- 1.15, N = 3947.5611.7

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesUbuntu 22.10 - perf governorUbuntu 22.102004006008001000SE +/- 6.18, N = 4SE +/- 7.05, N = 3512.1790.7MIN: 286.68 / MAX: 1271.97MIN: 421.92 / MAX: 1358.68

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 22.10 - perf governorUbuntu 22.103691215SE +/- 0.00, N = 3SE +/- 0.03, N = 37.0210.70

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 22.10 - perf governorUbuntu 22.1048121620SE +/- 0.08, N = 15SE +/- 0.09, N = 310.1414.86

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 22.10 - perf governorUbuntu 22.1048121620SE +/- 0.12, N = 15SE +/- 0.14, N = 1511.1516.17

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 22.10 - perf governorUbuntu 22.1020406080100SE +/- 0.99, N = 5SE +/- 0.18, N = 393.2566.26

Renaissance

Test: In-Memory Database Shootout

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: In-Memory Database ShootoutUbuntu 22.10 - perf governorUbuntu 22.1015003000450060007500SE +/- 45.88, N = 3SE +/- 49.85, N = 125041.26819.2MIN: 4538.9 / MAX: 6543.74MIN: 6195.68 / MAX: 9376.89

CockroachDB

Workload: KV, 10% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128Ubuntu 22.10 - perf governorUbuntu 22.107K14K21K28K35KSE +/- 338.33, N = 15SE +/- 322.46, N = 1533324.125586.5

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 22.10 - perf governorUbuntu 22.1048121620SE +/- 0.15, N = 12SE +/- 0.33, N = 310.7613.85

MariaDB

Clients: 256

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 256Ubuntu 22.10 - perf governorUbuntu 22.1090180270360450SE +/- 4.92, N = 4SE +/- 6.00, N = 84163281. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_timeUbuntu 22.10 - perf governorUbuntu 22.1050100150200250SE +/- 2.22, N = 3SE +/- 1.42, N = 3220.69174.32

CockroachDB

Workload: KV, 60% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128Ubuntu 22.10 - perf governorUbuntu 22.1011K22K33K44K55KSE +/- 506.75, N = 5SE +/- 512.79, N = 350763.340495.9

CockroachDB

Workload: KV, 60% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 512Ubuntu 22.10 - perf governorUbuntu 22.1011K22K33K44K55KSE +/- 242.19, N = 3SE +/- 340.08, N = 1553436.043058.3

CockroachDB

Workload: KV, 50% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128Ubuntu 22.10 - perf governorUbuntu 22.1010K20K30K40K50KSE +/- 416.43, N = 15SE +/- 356.72, N = 1545420.237011.3

Renaissance

Test: Random Forest

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestUbuntu 22.10 - perf governorUbuntu 22.10170340510680850SE +/- 2.99, N = 3SE +/- 9.21, N = 3633.0770.0MIN: 556.06 / MAX: 804.33MIN: 616.18 / MAX: 1004

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 22.10 - perf governorUbuntu 22.100.26550.5310.79651.0621.3275SE +/- 0.00, N = 3SE +/- 0.01, N = 30.981.18MIN: 0.86 / MAX: 38.39MIN: 0.85 / MAX: 40.591. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

CockroachDB

Workload: KV, 50% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 512Ubuntu 22.10 - perf governorUbuntu 22.1010K20K30K40K50KSE +/- 419.75, N = 15SE +/- 263.98, N = 1547183.039856.8

CockroachDB

Workload: KV, 10% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 512Ubuntu 22.10 - perf governorUbuntu 22.108K16K24K32K40KSE +/- 366.30, N = 6SE +/- 323.23, N = 435924.630362.3

CockroachDB

Workload: KV, 10% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 1024Ubuntu 22.10 - perf governorUbuntu 22.108K16K24K32K40KSE +/- 352.51, N = 6SE +/- 241.56, N = 336217.131192.4

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 22.10 - perf governorUbuntu 22.106001200180024003000SE +/- 30.06, N = 3SE +/- 37.19, N = 32452.352819.87MIN: 2378.28MIN: 2632.581. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

CockroachDB

Workload: KV, 95% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128Ubuntu 22.10 - perf governorUbuntu 22.1014K28K42K56K70KSE +/- 281.22, N = 3SE +/- 200.15, N = 364140.356347.2

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 22.10 - perf governorUbuntu 22.106001200180024003000SE +/- 31.14, N = 15SE +/- 30.01, N = 152398.862711.97MIN: 2143.3MIN: 2500.561. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

WireGuard + Linux Networking Stack Stress Test

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestUbuntu 22.10 - perf governorUbuntu 22.1080160240320400SE +/- 3.80, N = 4SE +/- 2.72, N = 3347.02387.54

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingUbuntu 22.10 - perf governorUbuntu 22.10200K400K600K800K1000KSE +/- 7662.82, N = 3SE +/- 3348.48, N = 38748987870851. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Renaissance

Test: Akka Unbalanced Cobwebbed Tree

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeUbuntu 22.10 - perf governorUbuntu 22.107K14K21K28K35KSE +/- 317.43, N = 9SE +/- 188.80, N = 329367.332544.9MIN: 18263.23 / MAX: 30267.41MIN: 24552.33 / MAX: 32901.57

CockroachDB

Workload: KV, 50% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 1024Ubuntu 22.10 - perf governorUbuntu 22.1010K20K30K40K50KSE +/- 385.41, N = 15SE +/- 505.70, N = 446917.742428.0

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesUbuntu 22.10 - perf governorUbuntu 22.1060K120K180K240K300KSE +/- 965.17, N = 3SE +/- 2145.84, N = 3258565234467

Renaissance

Test: Apache Spark ALS

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSUbuntu 22.10 - perf governorUbuntu 22.1010002000300040005000SE +/- 86.27, N = 9SE +/- 59.28, N = 34377.24692.5MIN: 3244.25 / MAX: 5257.88MIN: 4127.65 / MAX: 5167.1

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 22.10 - perf governorUbuntu 22.108001600240032004000SE +/- 23.29, N = 4SE +/- 9.21, N = 432763505

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 22.10 - perf governorUbuntu 22.105001000150020002500SE +/- 15.28, N = 3SE +/- 37.53, N = 122091.752216.45MIN: 2039.32MIN: 1956.51. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Renaissance

Test: ALS Movie Lens

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensUbuntu 22.10 - perf governorUbuntu 22.105K10K15K20K25KSE +/- 279.89, N = 3SE +/- 192.60, N = 920209.021335.1MIN: 19500.01 / MAX: 24557.67MIN: 18879.72 / MAX: 25695.67

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedUbuntu 22.10 - perf governorUbuntu 22.1010002000300040005000SE +/- 10.58, N = 3SE +/- 35.39, N = 34443.84220.71. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankUbuntu 22.10 - perf governorUbuntu 22.107001400210028003500SE +/- 41.70, N = 15SE +/- 28.02, N = 153114.33265.4MIN: 2419.98 / MAX: 3598.87MIN: 2655.41 / MAX: 3881.15

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 22.10 - perf governorUbuntu 22.100.811.622.433.244.05SE +/- 0.01, N = 3SE +/- 0.04, N = 33.603.44

OpenVKL

Benchmark: vklBenchmark ISPC

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCUbuntu 22.10 - perf governorUbuntu 22.1030060090012001500SE +/- 7.54, N = 3SE +/- 2.52, N = 313371285MIN: 328 / MAX: 5125MIN: 328 / MAX: 3941

Renaissance

Test: Finagle HTTP Requests

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsUbuntu 22.10 - perf governorUbuntu 22.103K6K9K12K15KSE +/- 30.45, N = 3SE +/- 50.48, N = 312279.812720.9MIN: 11289.79 / MAX: 12493.84MIN: 11580.19 / MAX: 12819.18

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 22.10 - perf governorUbuntu 22.1060120180240300SE +/- 0.00, N = 3SE +/- 0.33, N = 3253262

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingUbuntu 22.10 - perf governorUbuntu 22.10300K600K900K1200K1500KSE +/- 9657.43, N = 3SE +/- 26469.97, N = 3117526011371751. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

CockroachDB

Workload: KV, 60% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1024Ubuntu 22.10 - perf governorUbuntu 22.1010K20K30K40K50KSE +/- 675.35, N = 3SE +/- 419.66, N = 1547350.545989.7

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 governor0.03560.07120.10680.14240.178SE +/- 0.001, N = 3SE +/- 0.002, N = 30.1540.1581. (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 governor700K1400K2100K2800K3500KSE +/- 23929.05, N = 3SE +/- 45342.54, N = 3325269731731321. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileUbuntu 22.10 - perf governorUbuntu 22.1020406080100SE +/- 0.61, N = 3SE +/- 0.35, N = 397.65100.06

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096Ubuntu 22.10 - perf governorUbuntu 22.100.38030.76061.14091.52121.9015SE +/- 0.00, N = 3SE +/- 0.00, N = 31.691.65

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyUbuntu 22.10 - perf governorUbuntu 22.103691215SE +/- 0.091, N = 3SE +/- 0.118, N = 39.81810.055

NWChem

Input: C240 Buckyball

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

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 governor30K60K90K120K150KSE +/- 2082.25, N = 3SE +/- 964.99, N = 3149753.69146388.061. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

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 22.10 - perf governorUbuntu 22.103691215SE +/- 0.08, N = 15SE +/- 0.06, N = 159.029.21

Timed Gem5 Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To CompileUbuntu 22.10 - perf governorUbuntu 22.10306090120150SE +/- 1.66, N = 3SE +/- 0.71, N = 3137.59140.42

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 22.10 - perf governorUbuntu 22.1030K60K90K120K150KSE +/- 268.69, N = 3SE +/- 1146.60, N = 3122351.79119916.921. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

Numenta Anomaly Benchmark

Detector: KNN CAD

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: KNN CADUbuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.69, N = 3SE +/- 1.04, N = 482.1483.61

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigUbuntu 22.10 - perf governorUbuntu 22.10612182430SE +/- 0.25, N = 6SE +/- 0.16, N = 1525.1725.56

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianUbuntu 22.10 - perf governorUbuntu 22.101.09132.18263.27394.36525.4565SE +/- 0.038, N = 3SE +/- 0.061, N = 34.7794.850

Zstd Compression

Compression Level: 8, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedUbuntu 22.10 - perf governorUbuntu 22.1010002000300040005000SE +/- 58.12, N = 3SE +/- 6.47, N = 34523.64460.81. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 22.10 - perf governorUbuntu 22.103691215SE +/- 0.06, N = 15SE +/- 0.21, N = 39.189.29

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 governor0.01960.03920.05880.07840.098SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0860.0871. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Numenta Anomaly Benchmark

Detector: Earthgecko Skyline

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineUbuntu 22.10 - perf governorUbuntu 22.101530456075SE +/- 0.41, N = 3SE +/- 0.59, N = 366.0666.79

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.20, N = 3SE +/- 0.17, N = 387.488.3

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 22.10 - perf governorUbuntu 22.1050100150200250SE +/- 0.23, N = 3SE +/- 0.38, N = 3213.92211.75MIN: 209.29 / MAX: 225.68MIN: 206.83 / MAX: 224.62

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedUbuntu 22.10 - perf governorUbuntu 22.10918273645SE +/- 0.55, N = 15SE +/- 0.28, N = 1540.139.71. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 22.10 - perf governorUbuntu 22.10510152025SE +/- 0.02, N = 3SE +/- 0.14, N = 1218.7618.581. (CXX) g++ options: -O3

Numenta Anomaly Benchmark

Detector: Contextual Anomaly Detector OSE

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSEUbuntu 22.10 - perf governorUbuntu 22.10918273645SE +/- 0.23, N = 3SE +/- 0.06, N = 338.0838.42

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 22.10 - perf governorUbuntu 22.10306090120150SE +/- 0.33, N = 3SE +/- 0.58, N = 3112113

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLUbuntu 22.10 - perf governorUbuntu 22.1010K20K30K40K50KSE +/- 26.83, N = 3SE +/- 212.14, N = 344502.744112.21. OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 22.10 - perf governorUbuntu 22.10200K400K600K800K1000KSE +/- 10109.62, N = 3SE +/- 3164.42, N = 3859554852283

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUUbuntu 22.10 - perf governorUbuntu 22.10918273645SE +/- 0.16, N = 3SE +/- 0.11, N = 337.9337.611. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

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 governor600K1200K1800K2400K3000KSE +/- 7713.61, N = 3SE +/- 9286.34, N = 3290603528821251. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUUbuntu 22.10 - perf governorUbuntu 22.1030060090012001500SE +/- 4.90, N = 3SE +/- 3.25, N = 31256.761266.30MIN: 787.21 / MAX: 2006.51MIN: 829.67 / MAX: 2001.081. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

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 22.10 - perf governorUbuntu 22.101020304050SE +/- 0.13, N = 3SE +/- 0.03, N = 344.1843.86

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLUbuntu 22.10 - perf governorUbuntu 22.10600K1200K1800K2400K3000KSE +/- 457.92, N = 3SE +/- 14395.43, N = 32938439.52918571.61. OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-OnlyUbuntu 22.10 - perf governorUbuntu 22.10510152025SE +/- 0.05, N = 3SE +/- 0.07, N = 320.9921.13

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 22.10Ubuntu 22.10 - perf governor48121620SE +/- 0.00, N = 3SE +/- 0.00, N = 315.315.4

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedUbuntu 22.10 - perf governorUbuntu 22.108001600240032004000SE +/- 13.95, N = 15SE +/- 13.38, N = 153549.03527.91. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.36, N = 3SE +/- 0.12, N = 383.784.2

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 22.10Ubuntu 22.10 - perf governor80160240320400SE +/- 0.00, N = 3SE +/- 0.33, N = 3359361

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 22.10Ubuntu 22.10 - perf governor4080120160200SE +/- 0.00, N = 3SE +/- 0.00, N = 3182183

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 governor2004006008001000SE +/- 2.06, N = 3SE +/- 2.60, N = 3963.35958.141. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigUbuntu 22.10Ubuntu 22.10 - perf governor306090120150SE +/- 0.34, N = 3SE +/- 0.49, N = 3144.34145.10

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 governor1122334455SE +/- 0.11, N = 3SE +/- 0.14, N = 349.7750.03MIN: 37.14 / MAX: 245.66MIN: 37.47 / MAX: 276.721. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointUbuntu 22.10 - perf governorUbuntu 22.1048121620SE +/- 0.11, N = 3SE +/- 0.09, N = 316.5516.63

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUUbuntu 22.10 - perf governorUbuntu 22.1030060090012001500SE +/- 1.02, N = 3SE +/- 5.19, N = 31256.831262.75MIN: 849.6 / MAX: 1940.53MIN: 872.27 / MAX: 1983.41. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUUbuntu 22.10 - perf governorUbuntu 22.10918273645SE +/- 0.04, N = 3SE +/- 0.14, N = 337.9237.751. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

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 22.10 - perf governorUbuntu 22.101224364860SE +/- 0.09, N = 3SE +/- 0.03, N = 354.1553.93

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 governor1.19482.38963.58444.77925.974SE +/- 0.00, N = 3SE +/- 0.00, N = 35.295.31MIN: 4.85 / MAX: 52.21MIN: 4.27 / MAX: 42.551. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUUbuntu 22.10 - perf governorUbuntu 22.10246810SE +/- 0.01, N = 3SE +/- 0.00, N = 36.476.49MIN: 4.94 / MAX: 66.16MIN: 5.26 / MAX: 80.041. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu 22.10 - perf governorUbuntu 22.103691215SE +/- 0.00, N = 3SE +/- 0.00, N = 39.939.96MIN: 8.62 / MAX: 43.52MIN: 7.95 / MAX: 38.291. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 22.10 - perf governorUbuntu 22.10816243240SE +/- 0.00, N = 3SE +/- 0.03, N = 336.236.3

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedUbuntu 22.10Ubuntu 22.10 - perf governor9001800270036004500SE +/- 2.85, N = 3SE +/- 4.06, N = 34181.94170.41. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUUbuntu 22.10 - perf governorUbuntu 22.1020406080100SE +/- 0.06, N = 3SE +/- 0.04, N = 3101.93101.661. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUUbuntu 22.10 - perf governorUbuntu 22.10100200300400500SE +/- 0.21, N = 3SE +/- 0.22, N = 3470.00471.17MIN: 429.2 / MAX: 549.17MIN: 409.16 / MAX: 595.011. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUUbuntu 22.10 - perf governorUbuntu 22.102K4K6K8K10KSE +/- 0.77, N = 3SE +/- 1.10, N = 311010.4510984.861. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

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 governor2K4K6K8K10KSE +/- 5.92, N = 3SE +/- 3.07, N = 39052.639031.681. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUUbuntu 22.10 - perf governorUbuntu 22.100.9811.9622.9433.9244.905SE +/- 0.00, N = 3SE +/- 0.00, N = 34.354.36MIN: 3.51 / MAX: 45.72MIN: 3.56 / MAX: 52.941. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUUbuntu 22.10 - perf governorUbuntu 22.1016003200480064008000SE +/- 6.57, N = 3SE +/- 1.41, N = 37400.007384.351. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUUbuntu 22.10 - perf governorUbuntu 22.101.09352.1873.28054.3745.4675SE +/- 0.00, N = 3SE +/- 0.00, N = 34.854.86MIN: 3.98 / MAX: 28.38MIN: 4.06 / MAX: 35.721. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu 22.10 - perf governorUbuntu 22.104K8K12K16K20KSE +/- 5.00, N = 3SE +/- 4.32, N = 319201.9319163.471. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedUbuntu 22.10 - perf governorUbuntu 22.107001400210028003500SE +/- 17.84, N = 5SE +/- 11.07, N = 123475.03468.81. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/scivis/real_timeUbuntu 22.10 - perf governorUbuntu 22.101020304050SE +/- 0.06, N = 3SE +/- 0.02, N = 342.7842.71

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUUbuntu 22.10 - perf governorUbuntu 22.102K4K6K8K10KSE +/- 1.31, N = 3SE +/- 1.37, N = 39859.399845.211. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.12, N = 3SE +/- 0.03, N = 376.776.8

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 22.10 - perf governorUbuntu 22.102004006008001000SE +/- 4.33, N = 3SE +/- 6.66, N = 3861862

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/ao/real_timeUbuntu 22.10 - perf governorUbuntu 22.101020304050SE +/- 0.01, N = 3SE +/- 0.01, N = 342.8542.81

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 22.10Ubuntu 22.10 - perf governor4080120160200SE +/- 0.45, N = 3SE +/- 0.70, N = 3182.40182.27MIN: 131.93 / MAX: 211.14MIN: 131.2 / MAX: 210.44

GPAW

Input: Carbon Nanotube

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon NanotubeUbuntu 22.10Ubuntu 22.10 - perf governor612182430SE +/- 0.13, N = 3SE +/- 0.29, N = 323.2223.231. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi

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 governor4080120160200SE +/- 0.06, N = 3SE +/- 0.48, N = 3191.17191.051. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

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 governor50100150200250SE +/- 0.10, N = 3SE +/- 0.58, N = 3250.59250.72MIN: 210.49 / MAX: 338.49MIN: 207.51 / MAX: 302.561. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 22.10Ubuntu 22.10 - perf governor0.0290.0580.0870.1160.145SE +/- 0.00010, N = 3SE +/- 0.00056, N = 30.128700.12873

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 22.10 - perf governorUbuntu 22.101020304050SE +/- 0.02, N = 3SE +/- 0.14, N = 343.0943.09

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 22.10Ubuntu 22.10 - perf governor70140210280350SE +/- 0.00, N = 3SE +/- 0.33, N = 3330330

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 22.10Ubuntu 22.10 - perf governor306090120150SE +/- 0.00, N = 3SE +/- 0.00, N = 3117117

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 22.10Ubuntu 22.10 - perf governor48121620SE +/- 0.03, N = 3SE +/- 0.03, N = 316.816.8

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 22.10 - perf governorUbuntu 22.101020304050SE +/- 0.74, N = 12SE +/- 1.20, N = 1237.4844.831. (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 22.10 - perf governorUbuntu 22.103K6K9K12K15KSE +/- 276.48, N = 12SE +/- 309.57, N = 1213400112451. (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 22.10 - perf governorUbuntu 22.10510152025SE +/- 0.98, N = 12SE +/- 0.87, N = 1214.0618.421. (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 22.10 - perf governorUbuntu 22.104K8K12K16K20KSE +/- 2177.61, N = 12SE +/- 903.13, N = 1219361140291. (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 22.10 - perf governorUbuntu 22.1014K28K42K56K70KSE +/- 652.77, N = 3SE +/- 1556.62, N = 1564779.156954.6

CockroachDB

Workload: KV, 95% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 512Ubuntu 22.10 - perf governorUbuntu 22.1013K26K39K52K65KSE +/- 1167.40, N = 15SE +/- 436.18, N = 361535.260113.4

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 22.10 - perf governorUbuntu 22.100.94731.89462.84193.78924.7365SE +/- 0.16, N = 15SE +/- 0.10, N = 153.734.21

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 22.10 - perf governorUbuntu 22.10246810SE +/- 0.18, N = 12SE +/- 0.40, N = 35.647.30

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 22.10 - perf governorUbuntu 22.1048121620SE +/- 0.14, N = 12SE +/- 0.90, N = 39.2614.24

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 22.10 - perf governorUbuntu 22.10246810SE +/- 0.13, N = 12SE +/- 0.32, N = 36.088.07

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 22.10 - perf governorUbuntu 22.100.92931.85862.78793.71724.6465SE +/- 0.17, N = 15SE +/- 0.17, N = 33.824.13

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 22.10 - perf governorUbuntu 22.105001000150020002500SE +/- 23.04, N = 15SE +/- 36.42, N = 152052.392187.43MIN: 1870.56MIN: 1887.971. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

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 22.10 - perf governorUbuntu 22.1060120180240300SE +/- 5.92, N = 15SE +/- 1.31, N = 15257.96182.03

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedUbuntu 22.10 - perf governorUbuntu 22.1020406080100SE +/- 0.96, N = 5SE +/- 1.84, N = 1293.586.51. *** 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 22.10 - perf governorUbuntu 22.10150300450600750SE +/- 9.64, N = 15SE +/- 12.66, N = 12672.4692.9MIN: 533.51 / MAX: 1001.08MIN: 552.39 / MAX: 1130.25

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansUbuntu 22.10 - perf governorUbuntu 22.1014002800420056007000SE +/- 69.76, N = 20SE +/- 80.92, N = 2040576695

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 22.10 - perf governorUbuntu 22.1015003000450060007500SE +/- 95.68, N = 16SE +/- 88.67, N = 446077176

Phoronix Test Suite v10.8.4