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.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2212268-NE-EPYCGENOA71
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
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Ubuntu 22.10
December 24 2022
  19 Hours, 14 Minutes
Ubuntu 22.10 - perf governor
December 25 2022
  18 Hours, 59 Minutes
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Ubuntu 22.10

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d
Java Notes: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)
Python Notes: Python 3.10.7
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 22.10 - perf governor

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

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

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa10110d
Java Notes: OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)
Python Notes: Python 3.10.7
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

EPYC Genoa Linux DistrosOpenBenchmarking.orgPhoronix Test Suite2 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 15.0.2-1ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionEPYC Genoa Linux Distros PerformanceSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Ubuntu 22.10: 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 - OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)- Python 3.10.7- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 22.10 vs. Ubuntu 22.10 - perf governor ComparisonPhoronix Test SuiteBaseline+19.2%+19.2%+38.4%+38.4%+57.6%+57.6%+76.8%+76.8%76.9%69.1%65%63.6%59.6%55.8%55.5%55.2%54.9%54.4%53.8%52.4%46.5%45%41.7%40.7%38%35.3%32.7%31%30.2%29.4%28.7%26.8%26.6%25.4%24.1%22.7%21.6%20.4%19.6%19.2%18.4%18.3%16.1%15%13.8%13.7%13.1%12.9%11.7%11.2%10.8%10.6%10.3%8.1%8.1%7.2%7%6.6%6%5.6%5.3%4.9%4.7%4%3.6%3.6%3.3%3%3%2.5%2.4%2.4%2.4%2.3%2.1%2.1%2%G.A.U.J.F8, Long Mode - Compression SpeedTradebeansA.G.R.R.0.F - CPUPreset 13 - Bosphorus 4KH2MoVR - 512MoVR - 128MoVR - 1024Apache Spark Bayes10000000 - 100 - I.J.T.Tpython_startup10000000 - 100 - S.5.B.T10000000 - 500 - S.5.B.TPreset 12 - Bosphorus 4KPreset 8 - Bosphorus 4K100 - 250 - Read WriteI.M.D.S10000000 - 100 - R.T.T100 - 250 - Read Write - Average LatencyKV, 10% Reads - 12810000000 - 100 - B.I.J.T.T10000000 - 100 - Group By Test Time256particle_volume/pathtracer/real_timeKV, 60% Reads - 128KV, 60% Reads - 512KV, 50% Reads - 128Rand ForestA.G.R.R.0.F.I - CPU100 - 500 - Read Write - Average Latency100 - 500 - Read WriteKV, 50% Reads - 512KV, 10% Reads - 512KV, 10% Reads - 1024R.N.N.I - u8s8f32 - CPUKV, 95% Reads - 128KV, 95% Reads - 1024R.N.N.I - bf16bf16bf16 - CPU10000000 - 500 - C.P.B.U.DCompression RatingA.U.C.TKV, 50% Reads - 1024Writes10000000 - 100 - C.P.B.U.D19 - Compression SpeedApache Spark ALSJythonR.N.N.T - u8s8f32 - CPUR.N.N.T - bf16bf16bf16 - CPUALS Movie Lens8 - Compression SpeedA.S.PRT.hdr_alb_nrm.3840x2160vklBenchmark ISPCF.H.R2to3D.RScala DottyKV, 60% Reads - 1024100 - 500 - Read Only - Average Latency2.6%100 - 500 - Read Only2.5%Time To CompileRTLightmap.hdr.4096x4096Relative EntropyKV, 95% Reads - 512C240 BuckyballA.G.R.R.0.F - CPU2.3%10000000 - 500 - C.P.BTime To CompileA.G.R.R.0.F.I - CPURenaissanceZstd CompressionDaCapo BenchmarkOpenVINOSVT-AV1DaCapo BenchmarkCockroachDBCockroachDBCockroachDBRenaissanceApache SparkPyPerformanceApache SparkApache SparkSVT-AV1SVT-AV1PostgreSQLRenaissanceApache SparkPostgreSQLCockroachDBApache SparkApache SparkMariaDBOSPRayCockroachDBCockroachDBCockroachDBRenaissanceOpenVINOPostgreSQLPostgreSQLCockroachDBCockroachDBCockroachDBoneDNNCockroachDBCockroachDBoneDNNApache SparkWireGuard + Linux Networking Stack Stress Test7-Zip CompressionRenaissanceCockroachDBApache CassandraApache SparkZstd CompressionRenaissanceDaCapo BenchmarkoneDNNoneDNNRenaissanceZstd CompressionRenaissanceIntel Open Image DenoiseOpenVKLRenaissancePyPerformance7-Zip CompressionRenaissanceCockroachDBPostgreSQLPostgreSQLTimed Node.js CompilationIntel Open Image DenoiseNumenta Anomaly BenchmarkCockroachDBNWChemOpenVINOApache SparkTimed Gem5 CompilationOpenVINOUbuntu 22.10Ubuntu 22.10 - perf governor

EPYC Genoa Linux Distroswireguard: namd: ATPase Simulation - 327,506 Atomsnwchem: C240 Buckyballdacapobench: H2dacapobench: Jythondacapobench: Tradebeansrenaissance: Scala Dottyrenaissance: Rand Forestrenaissance: ALS Movie Lensrenaissance: Apache Spark ALSrenaissance: Apache Spark Bayesrenaissance: Apache Spark PageRankrenaissance: Finagle HTTP Requestsrenaissance: In-Memory Database Shootoutrenaissance: Akka Unbalanced Cobwebbed Treerenaissance: Genetic Algorithm Using Jenetics + Futurescompress-zstd: 8 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonsvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Koidn: RT.hdr_alb_nrm.3840x2160oidn: RTLightmap.hdr.4096x4096openvkl: vklBenchmark ISPCospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: particle_volume/pathtracer/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timecompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingbuild-gem5: Time To Compilebuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-nodejs: Time To Compileonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUopenssl: openssl: spark: 10000000 - 100 - SHA-512 Benchmark Timespark: 10000000 - 100 - Calculate Pi Benchmarkspark: 10000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 100 - Group By Test Timespark: 10000000 - 100 - Repartition Test Timespark: 10000000 - 100 - Inner Join Test Timespark: 10000000 - 100 - Broadcast Inner Join Test Timespark: 10000000 - 500 - SHA-512 Benchmark Timespark: 10000000 - 500 - Calculate Pi Benchmarkspark: 10000000 - 500 - Calculate Pi Benchmark Using Dataframecockroach: MoVR - 128cockroach: MoVR - 512cockroach: MoVR - 1024cockroach: KV, 10% Reads - 128cockroach: KV, 10% Reads - 512cockroach: KV, 50% Reads - 128cockroach: KV, 50% Reads - 512cockroach: KV, 60% Reads - 128cockroach: KV, 60% Reads - 512cockroach: KV, 95% Reads - 128cockroach: KV, 95% Reads - 512cockroach: KV, 10% Reads - 1024cockroach: KV, 50% Reads - 1024cockroach: KV, 60% Reads - 1024cockroach: KV, 95% Reads - 1024gromacs: MPI CPU - water_GMX50_baremysqlslap: 256pgbench: 100 - 250 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlypgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 250 - Read Writepgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 500 - Read Writepgbench: 100 - 500 - Read Write - Average Latencygpaw: Carbon Nanotubeblender: Classroom - CPU-Onlyopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity 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 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUcassandra: Writespybench: Total For Average Test Timespyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonnumenta-nab: KNN CADnumenta-nab: Relative Entropynumenta-nab: Windowed Gaussiannumenta-nab: Earthgecko Skylinenumenta-nab: Bayesian Changepointnumenta-nab: Contextual Anomaly Detector OSEphpbench: PHP Benchmark SuiteUbuntu 22.10Ubuntu 22.10 - perf governor387.5390.128701554.9717635056695692.9770.021335.14692.5790.73265.412720.96819.232544.92878.04220.74181.986.53468.8676.74460.839.73527.9182.3976211.749866.256182.030164.0003.441.65128542.808542.7125174.31643.855943.090653.92557870851137175140.41525.557144.342100.0602187.432819.872216.452711.9744112.22918571.614.869.294.1313.858.0714.247.3016.179.214.21610.8610.6611.725586.530362.337011.339856.840495.943058.356347.260113.431192.442428.045989.756954.618.57632829060350.08632526970.1541402918.4161124544.82823.21521.13101.66471.1737.611266.3037.751262.757384.356.49191.17250.5910984.864.369845.214.86963.3549.7719163.479.969052.635.29149753.690.90119916.921.1823446786218226276.783.711315.335916.887.411710.736.333082.13810.0554.85066.78616.62638.421852283347.0240.128731519.2460732764057672.4633.020209.04377.2512.13114.312279.85041.229367.31626.64443.84170.493.53475.01144.24523.640.13549.0182.2662213.915793.252257.963261.7883.601.69133742.849042.7806220.69144.175943.092854.14778748981175260137.59225.165145.10297.6492052.392452.352091.752398.8644502.72938439.510.149.183.8210.766.089.265.6411.159.023.73948.0949.5947.533324.135924.645420.247183.050763.353436.064140.361535.236217.146917.747350.564779.118.75641628821250.08731731320.1581936114.0581340037.48223.23020.99101.93470.0037.931256.7637.921256.837400.006.47191.05250.7211010.454.359859.394.85958.1450.0319201.939.939031.685.31146388.060.55122351.790.9825856586118325376.884.211215.436116.888.31177.0236.233083.6089.8184.77966.06116.54538.078859554OpenBenchmarking.org

WireGuard + Linux Networking Stack Stress Test

This is a benchmark of the WireGuard secure VPN tunnel and Linux networking stack stress test. The test runs on the local host but does require root permissions to run. The way it works is it creates three namespaces. ns0 has a loopback device. ns1 and ns2 each have wireguard devices. Those two wireguard devices send traffic through the loopback device of ns0. The end result of this is that tests wind up testing encryption and decryption at the same time -- a pretty CPU and scheduler-heavy workflow. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestUbuntu 22.10Ubuntu 22.10 - perf governor80160240320400SE +/- 2.72, N = 3SE +/- 3.80, N = 4387.54347.02
OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestUbuntu 22.10Ubuntu 22.10 - perf governor70140210280350Min: 383.54 / Avg: 387.54 / Max: 392.73Min: 337.55 / Avg: 347.02 / Max: 355.2

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 22.10Ubuntu 22.10 - perf governor0.0290.0580.0870.1160.145SE +/- 0.00010, N = 3SE +/- 0.00056, N = 30.128700.12873
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 22.10Ubuntu 22.10 - perf governor12345Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.13 / Avg: 0.13 / Max: 0.13

NWChem

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

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

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 22.10Ubuntu 22.10 - perf governor15003000450060007500SE +/- 88.67, N = 4SE +/- 95.68, N = 1671764607
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 22.10Ubuntu 22.10 - perf governor12002400360048006000Min: 6932 / Avg: 7176 / Max: 7357Min: 3524 / Avg: 4607 / Max: 5134

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
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 22.10Ubuntu 22.10 - perf governor6001200180024003000Min: 3486 / Avg: 3505.25 / Max: 3522Min: 3219 / Avg: 3276.25 / Max: 3333

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
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansUbuntu 22.10Ubuntu 22.10 - perf governor12002400360048006000Min: 5973 / Avg: 6694.8 / Max: 7244Min: 3376 / Avg: 4057.35 / Max: 4544

Renaissance

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala 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
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyUbuntu 22.10Ubuntu 22.10 - perf governor120240360480600Min: 655.98 / Avg: 692.88 / Max: 784.82Min: 635.38 / Avg: 672.38 / Max: 726.96

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
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestUbuntu 22.10Ubuntu 22.10 - perf governor140280420560700Min: 753.28 / Avg: 769.99 / Max: 785.08Min: 629.67 / Avg: 633.04 / Max: 639.01

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
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensUbuntu 22.10Ubuntu 22.10 - perf governor4K8K12K16K20KMin: 20081.65 / Avg: 21335.07 / Max: 21986.07Min: 19712.86 / Avg: 20208.95 / Max: 20681.58

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
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSUbuntu 22.10Ubuntu 22.10 - perf governor8001600240032004000Min: 4573.98 / Avg: 4692.46 / Max: 4755.25Min: 4002.22 / Avg: 4377.15 / Max: 4808.78

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
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesUbuntu 22.10Ubuntu 22.10 - perf governor140280420560700Min: 781.83 / Avg: 790.68 / Max: 804.6Min: 499.06 / Avg: 512.12 / Max: 525.1

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
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankUbuntu 22.10Ubuntu 22.10 - perf governor6001200180024003000Min: 3061.52 / Avg: 3265.44 / Max: 3420.54Min: 2816.44 / Avg: 3114.32 / Max: 3295.48

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
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsUbuntu 22.10Ubuntu 22.10 - perf governor2K4K6K8K10KMin: 12651.78 / Avg: 12720.87 / Max: 12819.18Min: 12247.73 / Avg: 12279.82 / Max: 12340.69

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
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: In-Memory Database ShootoutUbuntu 22.10Ubuntu 22.10 - perf governor12002400360048006000Min: 6509.93 / Avg: 6819.17 / Max: 7071.75Min: 4953.72 / Avg: 5041.18 / Max: 5108.93

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
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeUbuntu 22.10Ubuntu 22.10 - perf governor6K12K18K24K30KMin: 32259.17 / Avg: 32544.92 / Max: 32901.57Min: 27440.87 / Avg: 29367.34 / Max: 30267.41

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
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Genetic Algorithm Using Jenetics + FuturesUbuntu 22.10Ubuntu 22.10 - perf governor5001000150020002500Min: 2862.91 / Avg: 2878.02 / Max: 2895.98Min: 1573.68 / Avg: 1626.56 / Max: 1663.99

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedUbuntu 22.10Ubuntu 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 ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedUbuntu 22.10Ubuntu 22.10 - perf governor8001600240032004000Min: 4171.3 / Avg: 4220.7 / Max: 4289.3Min: 4424.6 / Avg: 4443.83 / Max: 4461.11. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedUbuntu 22.10Ubuntu 22.10 - perf governor7001400210028003500Min: 4179 / Avg: 4181.9 / Max: 4187.6Min: 4162.6 / Avg: 4170.43 / Max: 4176.21. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedUbuntu 22.10Ubuntu 22.10 - perf governor20406080100Min: 79.9 / Avg: 86.53 / Max: 96.8Min: 90.2 / Avg: 93.54 / Max: 96.11. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedUbuntu 22.10Ubuntu 22.10 - perf governor6001200180024003000Min: 3432.8 / Avg: 3468.78 / Max: 3549.9Min: 3444.1 / Avg: 3474.98 / Max: 35441. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedUbuntu 22.10Ubuntu 22.10 - perf governor2004006008001000Min: 673.2 / Avg: 676.73 / Max: 681.4Min: 1141.2 / Avg: 1144.23 / Max: 1145.81. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedUbuntu 22.10Ubuntu 22.10 - perf governor8001600240032004000Min: 4453.2 / Avg: 4460.83 / Max: 4473.7Min: 4464.4 / Avg: 4523.57 / Max: 4639.81. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedUbuntu 22.10Ubuntu 22.10 - perf governor816243240Min: 37.1 / Avg: 39.67 / Max: 41Min: 36.2 / Avg: 40.07 / Max: 43.71. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedUbuntu 22.10Ubuntu 22.10 - perf governor6001200180024003000Min: 3484.9 / Avg: 3527.89 / Max: 3606.7Min: 3470.1 / Avg: 3548.97 / Max: 3604.91. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: 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
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 22.10Ubuntu 22.10 - perf governor306090120150Min: 181.64 / Avg: 182.4 / Max: 183.19Min: 180.88 / Avg: 182.27 / Max: 183.17

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
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 22.10Ubuntu 22.10 - perf governor4080120160200Min: 211.12 / Avg: 211.75 / Max: 212.43Min: 213.48 / Avg: 213.92 / Max: 214.24

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.18, N = 3SE +/- 0.99, N = 566.2693.25
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 22.10Ubuntu 22.10 - perf governor20406080100Min: 65.89 / Avg: 66.26 / Max: 66.47Min: 90.83 / Avg: 93.25 / Max: 96.25

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
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 4KUbuntu 22.10Ubuntu 22.10 - perf governor50100150200250Min: 169.73 / Avg: 182.03 / Max: 190.73Min: 211.45 / Avg: 257.96 / Max: 291.86

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
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 4KUbuntu 22.10Ubuntu 22.10 - perf governor50100150200250Min: 161.62 / Avg: 164 / Max: 169.91Min: 244.7 / Avg: 261.79 / Max: 276.17

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160Ubuntu 22.10Ubuntu 22.10 - perf governor0.811.622.433.244.05SE +/- 0.04, N = 3SE +/- 0.01, N = 33.443.60
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160Ubuntu 22.10Ubuntu 22.10 - perf governor246810Min: 3.36 / Avg: 3.44 / Max: 3.5Min: 3.58 / Avg: 3.6 / Max: 3.62

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
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096Ubuntu 22.10Ubuntu 22.10 - perf governor246810Min: 1.64 / Avg: 1.65 / Max: 1.65Min: 1.68 / Avg: 1.69 / Max: 1.69

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCUbuntu 22.10Ubuntu 22.10 - perf governor30060090012001500SE +/- 2.52, N = 3SE +/- 7.54, N = 312851337MIN: 328 / MAX: 3941MIN: 328 / MAX: 5125
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCUbuntu 22.10Ubuntu 22.10 - perf governor2004006008001000Min: 1282 / Avg: 1285 / Max: 1290Min: 1327 / Avg: 1337.33 / Max: 1352

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/ao/real_timeUbuntu 22.10Ubuntu 22.10 - perf governor1020304050SE +/- 0.01, N = 3SE +/- 0.01, N = 342.8142.85
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/ao/real_timeUbuntu 22.10Ubuntu 22.10 - perf governor918273645Min: 42.8 / Avg: 42.81 / Max: 42.82Min: 42.82 / Avg: 42.85 / Max: 42.87

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
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/scivis/real_timeUbuntu 22.10Ubuntu 22.10 - perf governor918273645Min: 42.68 / Avg: 42.71 / Max: 42.74Min: 42.68 / Avg: 42.78 / Max: 42.86

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
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_timeUbuntu 22.10Ubuntu 22.10 - perf governor4080120160200Min: 172.71 / Avg: 174.32 / Max: 177.14Min: 216.92 / Avg: 220.69 / Max: 224.61

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
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/ao/real_timeUbuntu 22.10Ubuntu 22.10 - perf governor918273645Min: 43.81 / Avg: 43.86 / Max: 43.9Min: 43.92 / Avg: 44.18 / Max: 44.36

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
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeUbuntu 22.10Ubuntu 22.10 - perf governor918273645Min: 42.9 / Avg: 43.09 / Max: 43.36Min: 43.04 / Avg: 43.09 / Max: 43.12

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
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeUbuntu 22.10Ubuntu 22.10 - perf governor1122334455Min: 53.89 / Avg: 53.93 / Max: 53.98Min: 53.96 / Avg: 54.15 / Max: 54.25

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingUbuntu 22.10Ubuntu 22.10 - perf governor200K400K600K800K1000KSE +/- 3348.48, N = 3SE +/- 7662.82, N = 37870858748981. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingUbuntu 22.10Ubuntu 22.10 - perf governor150K300K450K600K750KMin: 780392 / Avg: 787085.33 / Max: 790623Min: 866911 / Avg: 874898 / Max: 8902191. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingUbuntu 22.10Ubuntu 22.10 - perf governor200K400K600K800K1000KMin: 1085985 / Avg: 1137174.67 / Max: 1174461Min: 1159557 / Avg: 1175259.67 / Max: 11928511. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Timed Gem5 Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To CompileUbuntu 22.10Ubuntu 22.10 - perf governor306090120150SE +/- 0.71, N = 3SE +/- 1.66, N = 3140.42137.59
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To CompileUbuntu 22.10Ubuntu 22.10 - perf governor306090120150Min: 139.19 / Avg: 140.41 / Max: 141.67Min: 134.54 / Avg: 137.59 / Max: 140.26

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigUbuntu 22.10Ubuntu 22.10 - perf governor612182430SE +/- 0.16, N = 15SE +/- 0.25, N = 625.5625.17
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigUbuntu 22.10Ubuntu 22.10 - perf governor612182430Min: 25.12 / Avg: 25.56 / Max: 27.56Min: 24.74 / Avg: 25.16 / Max: 26.32

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
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigUbuntu 22.10Ubuntu 22.10 - perf governor306090120150Min: 143.67 / Avg: 144.34 / Max: 144.71Min: 144.3 / Avg: 145.1 / Max: 146

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileUbuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.35, N = 3SE +/- 0.61, N = 3100.0697.65
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileUbuntu 22.10Ubuntu 22.10 - perf governor20406080100Min: 99.7 / Avg: 100.06 / Max: 100.75Min: 96.49 / Avg: 97.65 / Max: 98.52

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: 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
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUUbuntu 22.10Ubuntu 22.10 - perf governor400800120016002000Min: 1908.87 / Avg: 2187.43 / Max: 2366.93Min: 1886.54 / Avg: 2052.39 / Max: 2161.261. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUUbuntu 22.10Ubuntu 22.10 - perf 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
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUUbuntu 22.10Ubuntu 22.10 - perf governor5001000150020002500Min: 2752.02 / Avg: 2819.87 / Max: 2880.2Min: 2403.23 / Avg: 2452.35 / Max: 2506.941. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 22.10Ubuntu 22.10 - perf 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
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 22.10Ubuntu 22.10 - perf governor400800120016002000Min: 1985.66 / Avg: 2216.45 / Max: 2432Min: 2061.37 / Avg: 2091.75 / Max: 2109.891. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: 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
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 22.10Ubuntu 22.10 - perf governor5001000150020002500Min: 2525.49 / Avg: 2711.97 / Max: 2896.68Min: 2161.11 / Avg: 2398.86 / Max: 2565.631. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. The system/openssl test profiles relies on benchmarking the system/OS-supplied openssl binary rather than the pts/openssl test profile that uses the locally-built OpenSSL for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsign/s, More Is 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)
OpenBenchmarking.orgsign/s, More Is BetterOpenSSLUbuntu 22.10Ubuntu 22.10 - perf governor8K16K24K32K40KMin: 43690.7 / Avg: 44112.23 / Max: 44364.7Min: 44449 / Avg: 44502.67 / Max: 44529.81. OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

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)
OpenBenchmarking.orgverify/s, More Is BetterOpenSSLUbuntu 22.10Ubuntu 22.10 - perf governor500K1000K1500K2000K2500KMin: 2889781.2 / Avg: 2918571.57 / Max: 2933112.7Min: 2937561.2 / Avg: 2938439.5 / Max: 2939103.41. OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimeUbuntu 22.10Ubuntu 22.10 - perf governor48121620SE +/- 0.09, N = 3SE +/- 0.08, N = 1514.8610.14
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimeUbuntu 22.10Ubuntu 22.10 - perf governor48121620Min: 14.73 / Avg: 14.86 / Max: 15.04Min: 9.72 / Avg: 10.14 / Max: 10.94

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
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkUbuntu 22.10Ubuntu 22.10 - perf governor3691215Min: 8.89 / Avg: 9.29 / Max: 9.61Min: 8.62 / Avg: 9.18 / Max: 9.46

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
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeUbuntu 22.10Ubuntu 22.10 - perf governor246810Min: 3.8 / Avg: 4.13 / Max: 4.37Min: 2.77 / Avg: 3.82 / Max: 5.08

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
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeUbuntu 22.10Ubuntu 22.10 - perf governor48121620Min: 13.21 / Avg: 13.85 / Max: 14.33Min: 10.15 / Avg: 10.76 / Max: 12.03

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
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeUbuntu 22.10Ubuntu 22.10 - perf governor3691215Min: 7.53 / Avg: 8.07 / Max: 8.65Min: 5.51 / Avg: 6.08 / Max: 7.09

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
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test TimeUbuntu 22.10Ubuntu 22.10 - perf governor48121620Min: 13.24 / Avg: 14.24 / Max: 16.03Min: 8.63 / Avg: 9.26 / Max: 10.16

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
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test TimeUbuntu 22.10Ubuntu 22.10 - perf governor3691215Min: 6.51 / Avg: 7.3 / Max: 7.8Min: 4.49 / Avg: 5.64 / Max: 6.49

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
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark TimeUbuntu 22.10Ubuntu 22.10 - perf governor48121620Min: 15.28 / Avg: 16.17 / Max: 17.33Min: 10.53 / Avg: 11.15 / Max: 12.52

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
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkUbuntu 22.10Ubuntu 22.10 - perf governor3691215Min: 8.77 / Avg: 9.21 / Max: 9.62Min: 8.62 / Avg: 9.02 / Max: 9.6

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
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeUbuntu 22.10Ubuntu 22.10 - perf governor246810Min: 3.59 / Avg: 4.21 / Max: 5.11Min: 2.34 / Avg: 3.73 / Max: 4.4

CockroachDB

CockroachDB is a cloud-native, distributed SQL database for data intensive applications. This test profile uses a server-less CockroachDB configuration to test various Coackroach workloads on the local host with a single node. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128Ubuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 2.40, N = 3SE +/- 3.08, N = 3610.8948.0
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128Ubuntu 22.10Ubuntu 22.10 - perf governor170340510680850Min: 606.5 / Avg: 610.83 / Max: 614.8Min: 943.3 / Avg: 948 / Max: 953.8

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
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 512Ubuntu 22.10Ubuntu 22.10 - perf governor170340510680850Min: 609.5 / Avg: 610.63 / Max: 612.4Min: 946.1 / Avg: 949.5 / Max: 954.9

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
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024Ubuntu 22.10Ubuntu 22.10 - perf governor170340510680850Min: 609.4 / Avg: 611.7 / Max: 613Min: 939.2 / Avg: 947.47 / Max: 954.4

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
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128Ubuntu 22.10Ubuntu 22.10 - perf governor6K12K18K24K30KMin: 21938.9 / Avg: 25586.45 / Max: 27296.6Min: 30910.4 / Avg: 33324.09 / Max: 35158

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
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 512Ubuntu 22.10Ubuntu 22.10 - perf governor6K12K18K24K30KMin: 29548.2 / Avg: 30362.28 / Max: 31129.9Min: 34597.6 / Avg: 35924.57 / Max: 37154.5

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
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128Ubuntu 22.10Ubuntu 22.10 - perf governor8K16K24K32K40KMin: 34990.5 / Avg: 37011.25 / Max: 39055.1Min: 42550.7 / Avg: 45420.23 / Max: 47456

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
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 512Ubuntu 22.10Ubuntu 22.10 - perf governor8K16K24K32K40KMin: 38212.3 / Avg: 39856.85 / Max: 41975.5Min: 44230.7 / Avg: 47183 / Max: 48658.7

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
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128Ubuntu 22.10Ubuntu 22.10 - perf governor9K18K27K36K45KMin: 39481.7 / Avg: 40495.93 / Max: 41134.8Min: 48899 / Avg: 50763.32 / Max: 51935.4

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
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 512Ubuntu 22.10Ubuntu 22.10 - perf governor9K18K27K36K45KMin: 41251.9 / Avg: 43058.29 / Max: 45759.7Min: 53117.1 / Avg: 53436 / Max: 53911.2

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
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128Ubuntu 22.10Ubuntu 22.10 - perf governor11K22K33K44K55KMin: 55947.1 / Avg: 56347.2 / Max: 56558.3Min: 63833.3 / Avg: 64140.27 / Max: 64701.9

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
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 512Ubuntu 22.10Ubuntu 22.10 - perf governor11K22K33K44K55KMin: 59506.7 / Avg: 60113.4 / Max: 60959.6Min: 55262.9 / Avg: 61535.19 / Max: 66755.7

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
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 1024Ubuntu 22.10Ubuntu 22.10 - perf governor6K12K18K24K30KMin: 30903.7 / Avg: 31192.37 / Max: 31672.2Min: 34526.3 / Avg: 36217.05 / Max: 36849.7

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
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 1024Ubuntu 22.10Ubuntu 22.10 - perf governor8K16K24K32K40KMin: 40975.8 / Avg: 42428 / Max: 43260.9Min: 44195.2 / Avg: 46917.68 / Max: 48946.1

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
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1024Ubuntu 22.10Ubuntu 22.10 - perf governor8K16K24K32K40KMin: 42580.3 / Avg: 45989.71 / Max: 47554.3Min: 46589.7 / Avg: 47350.47 / Max: 48697.4

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
OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 1024Ubuntu 22.10Ubuntu 22.10 - perf governor11K22K33K44K55KMin: 46529.7 / Avg: 56954.56 / Max: 62535.5Min: 63474.1 / Avg: 64779.13 / Max: 65463.1

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 22.10Ubuntu 22.10 - perf governor510152025SE +/- 0.14, N = 12SE +/- 0.02, N = 318.5818.761. (CXX) g++ options: -O3
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 22.10Ubuntu 22.10 - perf governor510152025Min: 17.09 / Avg: 18.58 / Max: 18.79Min: 18.72 / Avg: 18.76 / Max: 18.781. (CXX) g++ options: -O3

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 256Ubuntu 22.10Ubuntu 22.10 - perf governor90180270360450SE +/- 6.00, N = 8SE +/- 4.92, N = 43284161. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++
OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 256Ubuntu 22.10Ubuntu 22.10 - perf governor70140210280350Min: 300.48 / Avg: 327.71 / Max: 344.59Min: 404.53 / Avg: 415.59 / Max: 425.171. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read 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
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 22.10Ubuntu 22.10 - perf governor500K1000K1500K2000K2500KMin: 2893272.33 / Avg: 2906034.63 / Max: 2919921.9Min: 2869675.78 / Avg: 2882124.66 / Max: 2900285.471. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average 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
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 22.10Ubuntu 22.10 - perf governor12345Min: 0.09 / Avg: 0.09 / Max: 0.09Min: 0.09 / Avg: 0.09 / Max: 0.091. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.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
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyUbuntu 22.10Ubuntu 22.10 - perf governor600K1200K1800K2400K3000KMin: 3205386.17 / Avg: 3252696.82 / Max: 3282603.11Min: 3089652.93 / Avg: 3173131.53 / Max: 3245551.931. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average 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
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyUbuntu 22.10Ubuntu 22.10 - perf governor12345Min: 0.15 / Avg: 0.15 / Max: 0.16Min: 0.15 / Avg: 0.16 / Max: 0.161. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read WriteUbuntu 22.10Ubuntu 22.10 - perf governor4K8K12K16K20KSE +/- 903.13, N = 12SE +/- 2177.61, N = 1214029193611. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read WriteUbuntu 22.10Ubuntu 22.10 - perf governor3K6K9K12K15KMin: 11528.91 / Avg: 14029.37 / Max: 23128.1Min: 13930.23 / Avg: 19360.95 / Max: 41393.511. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyUbuntu 22.10Ubuntu 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
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyUbuntu 22.10Ubuntu 22.10 - perf governor510152025Min: 10.81 / Avg: 18.42 / Max: 21.69Min: 6.04 / Avg: 14.06 / Max: 17.951. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read WriteUbuntu 22.10Ubuntu 22.10 - perf governor3K6K9K12K15KSE +/- 309.57, N = 12SE +/- 276.48, N = 1211245134001. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read WriteUbuntu 22.10Ubuntu 22.10 - perf governor2K4K6K8K10KMin: 9838.92 / Avg: 11244.67 / Max: 13036.74Min: 12049.9 / Avg: 13399.83 / Max: 15321.221. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average 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
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyUbuntu 22.10Ubuntu 22.10 - perf governor918273645Min: 38.35 / Avg: 44.83 / Max: 50.82Min: 32.63 / Avg: 37.48 / Max: 41.491. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

GPAW

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon 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
OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon NanotubeUbuntu 22.10Ubuntu 22.10 - perf governor510152025Min: 22.95 / Avg: 23.21 / Max: 23.39Min: 22.84 / Avg: 23.23 / Max: 23.81. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-OnlyUbuntu 22.10Ubuntu 22.10 - perf governor510152025SE +/- 0.07, N = 3SE +/- 0.05, N = 321.1320.99
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-OnlyUbuntu 22.10Ubuntu 22.10 - perf governor510152025Min: 21 / Avg: 21.13 / Max: 21.24Min: 20.89 / Avg: 20.99 / Max: 21.07

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: 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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor20406080100Min: 101.59 / Avg: 101.66 / Max: 101.74Min: 101.87 / Avg: 101.93 / Max: 102.041. (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

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
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor80160240320400Min: 470.83 / Avg: 471.17 / Max: 471.59Min: 469.59 / Avg: 470 / Max: 470.271. (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

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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor816243240Min: 37.43 / Avg: 37.61 / Max: 37.8Min: 37.6 / Avg: 37.93 / Max: 38.091. (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

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
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor2004006008001000Min: 1261.24 / Avg: 1266.3 / Max: 1272.37Min: 1251.83 / Avg: 1256.76 / Max: 1266.571. (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

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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor816243240Min: 37.48 / Avg: 37.75 / Max: 37.97Min: 37.84 / Avg: 37.92 / Max: 37.981. (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

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
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor2004006008001000Min: 1254.88 / Avg: 1262.75 / Max: 1272.55Min: 1255.45 / Avg: 1256.83 / Max: 1258.821. (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

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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor13002600390052006500Min: 7382.11 / Avg: 7384.35 / Max: 7386.94Min: 7392.71 / Avg: 7400 / Max: 7413.111. (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

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
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor3691215Min: 6.49 / Avg: 6.49 / Max: 6.49Min: 6.46 / Avg: 6.47 / Max: 6.481. (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

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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor4080120160200Min: 191.06 / Avg: 191.17 / Max: 191.25Min: 190.1 / Avg: 191.05 / Max: 191.691. (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

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
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor50100150200250Min: 250.49 / Avg: 250.59 / Max: 250.78Min: 250.03 / Avg: 250.72 / Max: 251.871. (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

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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor2K4K6K8K10KMin: 10982.67 / Avg: 10984.86 / Max: 10986.01Min: 11008.94 / Avg: 11010.45 / Max: 11011.511. (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

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
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor246810Min: 4.36 / Avg: 4.36 / Max: 4.36Min: 4.35 / Avg: 4.35 / Max: 4.351. (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

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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor2K4K6K8K10KMin: 9842.58 / Avg: 9845.21 / Max: 9847.19Min: 9857.06 / Avg: 9859.39 / Max: 9861.611. (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

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
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor246810Min: 4.86 / Avg: 4.86 / Max: 4.86Min: 4.85 / Avg: 4.85 / Max: 4.861. (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

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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor2004006008001000Min: 959.67 / Avg: 963.35 / Max: 966.81Min: 953.73 / Avg: 958.14 / Max: 962.721. (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

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
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor1020304050Min: 49.58 / Avg: 49.77 / Max: 49.96Min: 49.79 / Avg: 50.03 / Max: 50.271. (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

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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor3K6K9K12K15KMin: 19157.17 / Avg: 19163.47 / Max: 19171.75Min: 19192.36 / Avg: 19201.93 / Max: 19209.241. (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

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
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor3691215Min: 9.96 / Avg: 9.96 / Max: 9.97Min: 9.93 / Avg: 9.93 / Max: 9.931. (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

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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor16003200480064008000Min: 9041.78 / Avg: 9052.63 / Max: 9062.14Min: 9026.57 / Avg: 9031.68 / Max: 9037.171. (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

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
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor246810Min: 5.29 / Avg: 5.29 / Max: 5.3Min: 5.3 / Avg: 5.31 / Max: 5.311. (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

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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor30K60K90K120K150KMin: 145638.23 / Avg: 149753.69 / Max: 152363.3Min: 144458.11 / Avg: 146388.06 / Max: 147362.831. (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

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
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor246810Min: 0.89 / Avg: 0.9 / Max: 0.92Min: 0.55 / Avg: 0.55 / Max: 0.551. (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

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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor20K40K60K80K100KMin: 117691.23 / Avg: 119916.92 / Max: 121508.11Min: 122064.7 / Avg: 122351.79 / Max: 122888.741. (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

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
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUUbuntu 22.10Ubuntu 22.10 - perf governor246810Min: 1.17 / Avg: 1.18 / Max: 1.19Min: 0.98 / Avg: 0.98 / Max: 0.981. (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 Cassandra

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

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesUbuntu 22.10Ubuntu 22.10 - perf governor60K120K180K240K300KSE +/- 2145.84, N = 3SE +/- 965.17, N = 3234467258565
OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesUbuntu 22.10Ubuntu 22.10 - perf governor40K80K120K160K200KMin: 231185 / Avg: 234467.33 / Max: 238503Min: 257391 / Avg: 258565 / Max: 260479

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 22.10Ubuntu 22.10 - perf governor2004006008001000SE +/- 6.66, N = 3SE +/- 4.33, N = 3862861
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 22.10Ubuntu 22.10 - perf governor150300450600750Min: 853 / Avg: 862 / Max: 875Min: 857 / Avg: 861.33 / Max: 870

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 22.10Ubuntu 22.10 - perf governor4080120160200SE +/- 0.00, N = 3SE +/- 0.00, N = 3182183
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 22.10Ubuntu 22.10 - perf governor306090120150Min: 182 / Avg: 182 / Max: 182Min: 183 / Avg: 183 / Max: 183

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 22.10Ubuntu 22.10 - perf governor60120180240300SE +/- 0.33, N = 3SE +/- 0.00, N = 3262253
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 22.10Ubuntu 22.10 - perf governor50100150200250Min: 262 / Avg: 262.33 / Max: 263Min: 253 / Avg: 253 / Max: 253

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
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 22.10Ubuntu 22.10 - perf governor1530456075Min: 76.5 / Avg: 76.67 / Max: 76.9Min: 76.8 / Avg: 76.83 / Max: 76.9

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
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 22.10Ubuntu 22.10 - perf governor1632486480Min: 83.2 / Avg: 83.7 / Max: 84.4Min: 84 / Avg: 84.17 / Max: 84.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 22.10Ubuntu 22.10 - perf governor306090120150SE +/- 0.58, N = 3SE +/- 0.33, N = 3113112
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 22.10Ubuntu 22.10 - perf governor20406080100Min: 112 / Avg: 113 / Max: 114Min: 111 / Avg: 111.67 / Max: 112

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
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 22.10Ubuntu 22.10 - perf governor48121620Min: 15.3 / Avg: 15.3 / Max: 15.3Min: 15.4 / Avg: 15.4 / Max: 15.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 22.10Ubuntu 22.10 - perf governor80160240320400SE +/- 0.00, N = 3SE +/- 0.33, N = 3359361
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 22.10Ubuntu 22.10 - perf governor60120180240300Min: 359 / Avg: 359 / Max: 359Min: 360 / Avg: 360.67 / Max: 361

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
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 22.10Ubuntu 22.10 - perf governor48121620Min: 16.8 / Avg: 16.83 / Max: 16.9Min: 16.8 / Avg: 16.83 / Max: 16.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 22.10Ubuntu 22.10 - perf governor20406080100SE +/- 0.20, N = 3SE +/- 0.17, N = 387.488.3
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 22.10Ubuntu 22.10 - perf governor20406080100Min: 87.2 / Avg: 87.4 / Max: 87.8Min: 88 / Avg: 88.3 / Max: 88.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 22.10Ubuntu 22.10 - perf governor306090120150SE +/- 0.00, N = 3SE +/- 0.00, N = 3117117
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 22.10Ubuntu 22.10 - perf governor20406080100Min: 117 / Avg: 117 / Max: 117Min: 117 / Avg: 117 / Max: 117

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
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 22.10Ubuntu 22.10 - perf governor3691215Min: 10.7 / Avg: 10.73 / Max: 10.8Min: 7.02 / Avg: 7.02 / Max: 7.03

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
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 22.10Ubuntu 22.10 - perf governor816243240Min: 36.3 / Avg: 36.33 / Max: 36.4Min: 36.2 / Avg: 36.2 / Max: 36.2

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
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 22.10Ubuntu 22.10 - perf governor60120180240300Min: 330 / Avg: 330 / Max: 330Min: 329 / Avg: 329.67 / Max: 330

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

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