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&grr.

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: Akka Unbalanced Cobwebbed Treemysqlslap: 256renaissance: ALS Movie Lenspgbench: 100 - 500 - Read Write - Average Latencypgbench: 100 - 500 - Read Writepgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 250 - Read Writerenaissance: Apache Spark PageRankcockroach: KV, 50% Reads - 512spark: 10000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 500 - Calculate Pi Benchmarkspark: 10000000 - 500 - SHA-512 Benchmark Timecockroach: KV, 50% Reads - 128cockroach: KV, 10% Reads - 128nwchem: C240 Buckyballonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUwireguard: onednn: Recurrent Neural Network Training - u8s8f32 - CPUopenvkl: vklBenchmark ISPCospray: particle_volume/scivis/real_timecockroach: KV, 50% Reads - 1024ospray: particle_volume/pathtracer/real_timecockroach: KV, 60% Reads - 1024cockroach: KV, 95% Reads - 1024cockroach: KV, 60% Reads - 512cockroach: KV, 95% Reads - 512renaissance: In-Memory Database Shootoutrenaissance: Apache Spark ALSrenaissance: Scala Dottycompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedospray: particle_volume/ao/real_timeonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUspark: 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 Dataframespark: 10000000 - 100 - Calculate Pi Benchmarkspark: 10000000 - 100 - SHA-512 Benchmark Timecockroach: KV, 10% Reads - 512renaissance: Finagle HTTP Requestscockroach: KV, 10% Reads - 1024build-linux-kernel: allmodconfigrenaissance: Genetic Algorithm Using Jenetics + Futurescockroach: KV, 60% Reads - 128build-gem5: Time To Compilepgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlycassandra: Writescompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timecockroach: KV, 95% Reads - 128build-nodejs: Time To Compilecockroach: MoVR - 1024cockroach: MoVR - 512cockroach: MoVR - 128numenta-nab: KNN CADbuild-linux-kernel: defconfigonednn: Recurrent Neural Network Inference - u8s8f32 - CPUpyperformance: python_startupdacapobench: Tradebeansopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUnumenta-nab: Earthgecko Skylineopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUnamd: ATPase Simulation - 327,506 Atomsopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUpyperformance: raytraceopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUgromacs: MPI CPU - water_GMX50_barepyperformance: 2to3compress-7zip: Decompression Ratingcompress-7zip: Compression Ratingrenaissance: Rand Forestnumenta-nab: Contextual Anomaly Detector OSErenaissance: Apache Spark Bayespyperformance: gocompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 8 - Compression Speedpyperformance: django_templatepyperformance: crypto_pyaespyperformance: json_loadspyperformance: floatpyperformance: chaossvt-av1: Preset 12 - Bosphorus 4Kdacapobench: H2pyperformance: pathlibgpaw: Carbon Nanotubepyperformance: regex_compilephpbench: PHP Benchmark Suiteblender: Classroom - CPU-Onlypyperformance: nbodypybench: Total For Average Test Timespyperformance: pickle_pure_pythonopenssl: openssl: oidn: RTLightmap.hdr.4096x4096numenta-nab: Bayesian Changepointsvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Knumenta-nab: Relative Entropyoidn: RT.hdr_alb_nrm.3840x2160dacapobench: Jythonnumenta-nab: Windowed Gaussianembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian DragonUbuntu 22.10Ubuntu 22.10 - perf governor32544.932821335.144.8281124518.416140293265.439856.84.219.2116.1737011.325586.51554.92711.97387.5392187.43128542.712542428.0174.31645989.756954.643058.360113.46819.24692.5692.93527.939.742.80852216.457.3014.248.0713.854.139.2914.8630362.312720.931192.4144.3422878.040495.9140.4150.15432526970.08629060352344673468.886.543.090643.855953.925556347.2100.060611.7610.6610.882.13825.5572819.8710.766951262.7537.751266.3037.6166.786250.59191.17471.17101.660.128705.299052.6349.77963.359.9619163.473591.18119916.920.90149753.694.3610984.866.497384.354.869845.2118.5762621137175787085770.038.421790.71824460.8676.74181.94220.736.387.416.883.776.7182.030717615.323.21511785228321.131138623302918571.644112.21.6516.62666.256164.00010.0553.4435054.850182.3976211.749829367.341620209.037.4821340014.058193613114.347183.03.739.0211.1545420.233324.11519.22398.86347.0242052.39133742.780646917.7220.69147350.564779.153436.061535.25041.24377.2672.43549.040.142.84902091.755.649.266.0810.763.829.1810.1435924.612279.836217.1145.1021626.650763.3137.5920.15831731320.08728821252585653475.093.543.092844.175954.147764140.397.649947.5949.5948.083.60825.1652452.357.0240571256.8337.921256.7637.9366.061250.72191.05470.00101.930.128735.319031.6850.03958.149.9319201.933610.98122351.790.55146388.064.3511010.456.477400.004.859859.3918.7562531175260874898633.038.078512.11834523.61144.24170.44443.836.288.316.884.276.8257.963460715.423.23011785955420.991128613302938439.544502.71.6916.54593.252261.7889.8183.6032764.779182.2662213.9157OpenBenchmarking.org

Renaissance

Test: Akka Unbalanced Cobwebbed Tree

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeUbuntu 22.10Ubuntu 22.10 - perf governor7K14K21K28K35KSE +/- 188.80, N = 3SE +/- 317.43, N = 932544.929367.3MIN: 24552.33 / MAX: 32901.57MIN: 18263.23 / MAX: 30267.41

MariaDB

Clients: 256

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 256Ubuntu 22.10Ubuntu 22.10 - perf governor90180270360450SE +/- 6.00, N = 8SE +/- 4.92, N = 43284161. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

Renaissance

Test: ALS Movie Lens

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensUbuntu 22.10Ubuntu 22.10 - perf governor5K10K15K20K25KSE +/- 192.60, N = 9SE +/- 279.89, N = 321335.120209.0MIN: 18879.72 / MAX: 25695.67MIN: 19500.01 / MAX: 24557.67

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 governor1020304050SE +/- 1.20, N = 12SE +/- 0.74, N = 1244.8337.481. (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 governor3K6K9K12K15KSE +/- 309.57, N = 12SE +/- 276.48, N = 1211245134001. (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 governor510152025SE +/- 0.87, N = 12SE +/- 0.98, N = 1218.4214.061. (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 governor4K8K12K16K20KSE +/- 903.13, N = 12SE +/- 2177.61, N = 1214029193611. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankUbuntu 22.10Ubuntu 22.10 - perf governor7001400210028003500SE +/- 28.02, N = 15SE +/- 41.70, N = 153265.43114.3MIN: 2655.41 / MAX: 3881.15MIN: 2419.98 / MAX: 3598.87

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 governor10K20K30K40K50KSE +/- 263.98, N = 15SE +/- 419.75, N = 1539856.847183.0

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 governor0.94731.89462.84193.78924.7365SE +/- 0.10, N = 15SE +/- 0.16, N = 154.213.73

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 governor3691215SE +/- 0.06, N = 15SE +/- 0.08, N = 159.219.02

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 governor48121620SE +/- 0.14, N = 15SE +/- 0.12, N = 1516.1711.15

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 governor10K20K30K40K50KSE +/- 356.72, N = 15SE +/- 416.43, N = 1537011.345420.2

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 governor7K14K21K28K35KSE +/- 322.46, N = 15SE +/- 338.33, N = 1525586.533324.1

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

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 governor6001200180024003000SE +/- 30.01, N = 15SE +/- 31.14, N = 152711.972398.86MIN: 2500.56MIN: 2143.31. (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 22.10Ubuntu 22.10 - perf governor80160240320400SE +/- 2.72, N = 3SE +/- 3.80, N = 4387.54347.02

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 governor5001000150020002500SE +/- 36.42, N = 15SE +/- 23.04, N = 152187.432052.39MIN: 1887.97MIN: 1870.561. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

OpenVKL

Benchmark: vklBenchmark ISPC

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCUbuntu 22.10Ubuntu 22.10 - perf governor30060090012001500SE +/- 2.52, N = 3SE +/- 7.54, N = 312851337MIN: 328 / MAX: 3941MIN: 328 / MAX: 5125

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 governor1020304050SE +/- 0.02, N = 3SE +/- 0.06, N = 342.7142.78

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 governor10K20K30K40K50KSE +/- 505.70, N = 4SE +/- 385.41, N = 1542428.046917.7

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 governor50100150200250SE +/- 1.42, N = 3SE +/- 2.22, N = 3174.32220.69

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 governor10K20K30K40K50KSE +/- 419.66, N = 15SE +/- 675.35, N = 345989.747350.5

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 governor14K28K42K56K70KSE +/- 1556.62, N = 15SE +/- 652.77, N = 356954.664779.1

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 governor11K22K33K44K55KSE +/- 340.08, N = 15SE +/- 242.19, N = 343058.353436.0

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 governor13K26K39K52K65KSE +/- 436.18, N = 3SE +/- 1167.40, N = 1560113.461535.2

Renaissance

Test: In-Memory Database Shootout

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: In-Memory Database ShootoutUbuntu 22.10Ubuntu 22.10 - perf governor15003000450060007500SE +/- 49.85, N = 12SE +/- 45.88, N = 36819.25041.2MIN: 6195.68 / MAX: 9376.89MIN: 4538.9 / MAX: 6543.74

Renaissance

Test: Apache Spark ALS

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSUbuntu 22.10Ubuntu 22.10 - perf governor10002000300040005000SE +/- 59.28, N = 3SE +/- 86.27, N = 94692.54377.2MIN: 4127.65 / MAX: 5167.1MIN: 3244.25 / MAX: 5257.88

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyUbuntu 22.10Ubuntu 22.10 - perf governor150300450600750SE +/- 12.66, N = 12SE +/- 9.64, N = 15692.9672.4MIN: 552.39 / MAX: 1130.25MIN: 533.51 / MAX: 1001.08

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 governor8001600240032004000SE +/- 13.38, N = 15SE +/- 13.95, N = 153527.93549.01. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 governor918273645SE +/- 0.28, N = 15SE +/- 0.55, N = 1539.740.11. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 governor1020304050SE +/- 0.01, N = 3SE +/- 0.01, N = 342.8142.85

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 governor5001000150020002500SE +/- 37.53, N = 12SE +/- 15.28, N = 32216.452091.75MIN: 1956.5MIN: 2039.321. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

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 governor246810SE +/- 0.40, N = 3SE +/- 0.18, N = 127.305.64

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 governor48121620SE +/- 0.90, N = 3SE +/- 0.14, N = 1214.249.26

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 governor246810SE +/- 0.32, N = 3SE +/- 0.13, N = 128.076.08

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 governor48121620SE +/- 0.33, N = 3SE +/- 0.15, N = 1213.8510.76

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 governor0.92931.85862.78793.71724.6465SE +/- 0.17, N = 3SE +/- 0.17, N = 154.133.82

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 governor3691215SE +/- 0.21, N = 3SE +/- 0.06, N = 159.299.18

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 governor48121620SE +/- 0.09, N = 3SE +/- 0.08, N = 1514.8610.14

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 governor8K16K24K32K40KSE +/- 323.23, N = 4SE +/- 366.30, N = 630362.335924.6

Renaissance

Test: Finagle HTTP Requests

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsUbuntu 22.10Ubuntu 22.10 - perf governor3K6K9K12K15KSE +/- 50.48, N = 3SE +/- 30.45, N = 312720.912279.8MIN: 11580.19 / MAX: 12819.18MIN: 11289.79 / MAX: 12493.84

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 governor8K16K24K32K40KSE +/- 241.56, N = 3SE +/- 352.51, N = 631192.436217.1

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

Renaissance

Test: Genetic Algorithm Using Jenetics + Futures

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Genetic Algorithm Using Jenetics + FuturesUbuntu 22.10Ubuntu 22.10 - perf governor6001200180024003000SE +/- 9.65, N = 3SE +/- 17.78, N = 52878.01626.6MIN: 2703.32 / MAX: 2993.07MIN: 1501.7 / MAX: 1831.72

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 governor11K22K33K44K55KSE +/- 512.79, N = 3SE +/- 506.75, N = 540495.950763.3

Timed Gem5 Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To CompileUbuntu 22.10Ubuntu 22.10 - perf governor306090120150SE +/- 0.71, N = 3SE +/- 1.66, N = 3140.42137.59

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

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

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

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesUbuntu 22.10Ubuntu 22.10 - perf governor60K120K180K240K300KSE +/- 2145.84, N = 3SE +/- 965.17, N = 3234467258565

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedUbuntu 22.10Ubuntu 22.10 - perf governor7001400210028003500SE +/- 11.07, N = 12SE +/- 17.84, N = 53468.83475.01. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedUbuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 1.84, N = 12SE +/- 0.96, N = 586.593.51. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 governor1020304050SE +/- 0.14, N = 3SE +/- 0.02, N = 343.0943.09

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 governor1020304050SE +/- 0.03, N = 3SE +/- 0.13, N = 343.8644.18

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 governor1224364860SE +/- 0.03, N = 3SE +/- 0.09, N = 353.9354.15

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 governor14K28K42K56K70KSE +/- 200.15, N = 3SE +/- 281.22, N = 356347.264140.3

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileUbuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.35, N = 3SE +/- 0.61, N = 3100.0697.65

CockroachDB

Workload: MoVR - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024Ubuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 1.15, N = 3SE +/- 4.44, N = 3611.7947.5

CockroachDB

Workload: MoVR - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 512Ubuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 0.90, N = 3SE +/- 2.73, N = 3610.6949.5

CockroachDB

Workload: MoVR - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128Ubuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 2.40, N = 3SE +/- 3.08, N = 3610.8948.0

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 22.10Ubuntu 22.10 - perf governor612182430SE +/- 0.16, N = 15SE +/- 0.25, N = 625.5625.17

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 governor6001200180024003000SE +/- 37.19, N = 3SE +/- 30.06, N = 32819.872452.35MIN: 2632.58MIN: 2378.281. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 22.10Ubuntu 22.10 - perf governor3691215SE +/- 0.03, N = 3SE +/- 0.00, N = 310.707.02

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansUbuntu 22.10Ubuntu 22.10 - perf governor14002800420056007000SE +/- 80.92, N = 20SE +/- 69.76, N = 2066954057

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor30060090012001500SE +/- 5.19, N = 3SE +/- 1.02, N = 31262.751256.83MIN: 872.27 / MAX: 1983.4MIN: 849.6 / MAX: 1940.531. (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 22.10Ubuntu 22.10 - perf governor918273645SE +/- 0.14, N = 3SE +/- 0.04, N = 337.7537.921. (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

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor30060090012001500SE +/- 3.25, N = 3SE +/- 4.90, N = 31266.301256.76MIN: 829.67 / MAX: 2001.08MIN: 787.21 / MAX: 2006.511. (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 FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor918273645SE +/- 0.11, N = 3SE +/- 0.16, N = 337.6137.931. (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: Earthgecko Skyline

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineUbuntu 22.10Ubuntu 22.10 - perf governor1530456075SE +/- 0.59, N = 3SE +/- 0.41, N = 366.7966.06

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

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 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor100200300400500SE +/- 0.22, N = 3SE +/- 0.21, N = 3471.17470.00MIN: 409.16 / MAX: 595.01MIN: 429.2 / MAX: 549.171. (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.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.04, N = 3SE +/- 0.06, N = 3101.66101.931. (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

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: 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: 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

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

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 governor3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 39.969.93MIN: 7.95 / MAX: 38.29MIN: 8.62 / MAX: 43.521. (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 22.10Ubuntu 22.10 - perf governor4K8K12K16K20KSE +/- 4.32, N = 3SE +/- 5.00, N = 319163.4719201.931. (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: raytrace

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

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 governor0.26550.5310.79651.0621.3275SE +/- 0.01, N = 3SE +/- 0.00, N = 31.180.98MIN: 0.85 / MAX: 40.59MIN: 0.86 / MAX: 38.391. (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: 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 governor30K60K90K120K150KSE +/- 1146.60, N = 3SE +/- 268.69, N = 3119916.92122351.791. (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: 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 governor0.20250.4050.60750.811.0125SE +/- 0.01, N = 3SE +/- 0.00, N = 30.900.55MIN: 0.5 / MAX: 45.32MIN: 0.5 / MAX: 36.321. (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

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

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 governor0.9811.9622.9433.9244.905SE +/- 0.00, N = 3SE +/- 0.00, N = 34.364.35MIN: 3.56 / MAX: 52.94MIN: 3.51 / MAX: 45.721. (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: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor2K4K6K8K10KSE +/- 1.10, N = 3SE +/- 0.77, N = 310984.8611010.451. (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 22.10Ubuntu 22.10 - perf governor246810SE +/- 0.00, N = 3SE +/- 0.01, N = 36.496.47MIN: 5.26 / MAX: 80.04MIN: 4.94 / MAX: 66.161. (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 22.10Ubuntu 22.10 - perf governor16003200480064008000SE +/- 1.41, N = 3SE +/- 6.57, N = 37384.357400.001. (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 22.10Ubuntu 22.10 - perf governor1.09352.1873.28054.3745.4675SE +/- 0.00, N = 3SE +/- 0.00, N = 34.864.85MIN: 4.06 / MAX: 35.72MIN: 3.98 / MAX: 28.381. (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.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor2K4K6K8K10KSE +/- 1.37, N = 3SE +/- 1.31, N = 39845.219859.391. (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

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 governor510152025SE +/- 0.14, N = 12SE +/- 0.02, N = 318.5818.761. (CXX) g++ options: -O3

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 22.10Ubuntu 22.10 - perf governor60120180240300SE +/- 0.33, N = 3SE +/- 0.00, N = 3262253

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingUbuntu 22.10Ubuntu 22.10 - perf governor300K600K900K1200K1500KSE +/- 26469.97, N = 3SE +/- 9657.43, N = 3113717511752601. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingUbuntu 22.10Ubuntu 22.10 - perf governor200K400K600K800K1000KSE +/- 3348.48, N = 3SE +/- 7662.82, N = 37870858748981. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Renaissance

Test: Random Forest

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestUbuntu 22.10Ubuntu 22.10 - perf governor170340510680850SE +/- 9.21, N = 3SE +/- 2.99, N = 3770.0633.0MIN: 616.18 / MAX: 1004MIN: 556.06 / MAX: 804.33

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 governor918273645SE +/- 0.06, N = 3SE +/- 0.23, N = 338.4238.08

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesUbuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 7.05, N = 3SE +/- 6.18, N = 4790.7512.1MIN: 421.92 / MAX: 1358.68MIN: 286.68 / MAX: 1271.97

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

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 governor10002000300040005000SE +/- 6.47, N = 3SE +/- 58.12, N = 34460.84523.61. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 governor2004006008001000SE +/- 2.43, N = 3SE +/- 1.52, N = 3676.71144.21. *** 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 governor9001800270036004500SE +/- 2.85, N = 3SE +/- 4.06, N = 34181.94170.41. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedUbuntu 22.10Ubuntu 22.10 - perf governor10002000300040005000SE +/- 35.39, N = 3SE +/- 10.58, N = 34220.74443.81. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 22.10Ubuntu 22.10 - perf governor816243240SE +/- 0.03, N = 3SE +/- 0.00, N = 336.336.2

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

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

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: 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

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 governor60120180240300SE +/- 1.31, N = 15SE +/- 5.92, N = 15182.03257.96

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 22.10Ubuntu 22.10 - perf governor15003000450060007500SE +/- 88.67, N = 4SE +/- 95.68, N = 1671764607

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

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

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

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 22.10Ubuntu 22.10 - perf governor200K400K600K800K1000KSE +/- 3164.42, N = 3SE +/- 10109.62, N = 3852283859554

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-OnlyUbuntu 22.10Ubuntu 22.10 - perf governor510152025SE +/- 0.07, N = 3SE +/- 0.05, N = 321.1320.99

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 22.10Ubuntu 22.10 - perf governor306090120150SE +/- 0.58, N = 3SE +/- 0.33, N = 3113112

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 6.66, N = 3SE +/- 4.33, N = 3862861

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

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLUbuntu 22.10Ubuntu 22.10 - perf governor600K1200K1800K2400K3000KSE +/- 14395.43, N = 3SE +/- 457.92, N = 32918571.62938439.51. OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLUbuntu 22.10Ubuntu 22.10 - perf governor10K20K30K40K50KSE +/- 212.14, N = 3SE +/- 26.83, N = 344112.244502.71. OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

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 governor0.38030.76061.14091.52121.9015SE +/- 0.00, N = 3SE +/- 0.00, N = 31.651.69

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointUbuntu 22.10Ubuntu 22.10 - perf governor48121620SE +/- 0.09, N = 3SE +/- 0.11, N = 316.6316.55

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 governor20406080100SE +/- 0.18, N = 3SE +/- 0.99, N = 566.2693.25

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 governor60120180240300SE +/- 1.98, N = 4SE +/- 2.80, N = 15164.00261.79

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyUbuntu 22.10Ubuntu 22.10 - perf governor3691215SE +/- 0.118, N = 3SE +/- 0.091, N = 310.0559.818

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 governor0.811.622.433.244.05SE +/- 0.04, N = 3SE +/- 0.01, N = 33.443.60

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 22.10Ubuntu 22.10 - perf governor8001600240032004000SE +/- 9.21, N = 4SE +/- 23.29, N = 435053276

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianUbuntu 22.10Ubuntu 22.10 - perf governor1.09132.18263.27394.36525.4565SE +/- 0.061, N = 3SE +/- 0.038, N = 34.8504.779

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

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 governor50100150200250SE +/- 0.38, N = 3SE +/- 0.23, N = 3211.75213.92MIN: 206.83 / MAX: 224.62MIN: 209.29 / MAX: 225.68

Phoronix Test Suite v10.8.4