Intel Xeon Max + Ubuntu 23.10

2 x Intel Xeon Max 9480 testing on Ubuntu 23.10 for a future article by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2310171-NE-2310163NE58
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results
Show Result Confidence Charts
Allow Limiting Results To Certain Suite(s)

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs
Condense Test Profiles With Multiple Version Results Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Toggle/Hide
Result
Result
Identifier
View Logs
Performance Per
Dollar
Date
Run
  Test
  Duration
Ubuntu 22.04
October 13 2023
  15 Hours, 46 Minutes
Ubuntu 23.10
October 15 2023
  16 Hours, 58 Minutes
CetnOS Stream 9
October 16 2023
  9 Hours, 33 Minutes
Invert Behavior (Only Show Selected Data)
  14 Hours, 5 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


Intel Xeon Max + Ubuntu 23.10ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionUbuntu 22.04Ubuntu 23.10CetnOS Stream 92 x Intel Xeon Max 9480 @ 3.50GHz (112 Cores / 224 Threads)Supermicro X13DEM v1.10 (1.3 BIOS)Intel Device 1bce512GB2 x 7682GB INTEL SSDPF2KX076TZASPEEDVE2282 x Broadcom BCM57508 NetXtreme-E 10Gb/25Gb/40Gb/50Gb/100Gb/200GbUbuntu 22.046.2.0-34-generic (x86_64)GNOME Shell 42.9X Server 1.21.1.41.3.238GCC 11.4.0ext41920x1080Ubuntu 23.106.5.0-9-generic (x86_64)GNOME Shell 45.0X Server 1.21.1.7GCC 13.2.0CentOS Stream 95.14.0-373.el9.x86_64 (x86_64)GNOME Shell 40.10X ServerGCC 11.4.1 20230605xfsOpenBenchmarking.orgKernel Details- Ubuntu 22.04: Transparent Huge Pages: madvise- Ubuntu 23.10: Transparent Huge Pages: madvise- CetnOS Stream 9: Transparent Huge Pages: alwaysCompiler Details- Ubuntu 22.04: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/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-build-config=bootstrap-lto-lean --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 23.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/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-build-config=bootstrap-lto-lean --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 - CetnOS Stream 9: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl Processor Details- Ubuntu 22.04: Scaling Governor: intel_cpufreq schedutil - CPU Microcode: 0x2c000271- Ubuntu 23.10: Scaling Governor: intel_cpufreq schedutil - CPU Microcode: 0x2c000271- CetnOS Stream 9: Scaling Governor: intel_cpufreq performance - CPU Microcode: 0x2c000271Java Details- Ubuntu 22.04: OpenJDK Runtime Environment (build 11.0.20.1+1-post-Ubuntu-0ubuntu122.04)- Ubuntu 23.10: OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu1)- CetnOS Stream 9: OpenJDK Runtime Environment (Red_Hat-11.0.18.0.10-3.el9) (build 11.0.18+10-LTS)Python Details- Ubuntu 22.04: Python 3.10.12- Ubuntu 23.10: Python 3.11.6- CetnOS Stream 9: Python 3.9.17Security Details- Ubuntu 22.04: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: 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 Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - Ubuntu 23.10: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: 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 Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - CetnOS Stream 9: SELinux + gather_data_sampling: Not affected + 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 Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 22.04Ubuntu 23.10CetnOS Stream 9Logarithmic Result OverviewPhoronix Test SuiteMemcachedKvazaaruvg266TensorFlowVVenCSVT-AV1ClickHouseRenaissanceOpenSSLIntel Open Image DenoiseApache IoTDBNAMDAppleseedPyPerformancePyBenchoneDNNZstd CompressionBlenderLiquid-DSPminiBUDEnginxOSPRayNumpy Benchmark7-Zip CompressionRedisPHPBench

Intel Xeon Max + Ubuntu 23.10minibude: OpenMP - BM1minibude: OpenMP - BM2kvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Ultra Fastembree: Pathtracer ISPC - Crownsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Kuvg266: Bosphorus 4K - Slowuvg266: Bosphorus 4K - Mediumvvenc: Bosphorus 4K - Fastminibude: OpenMP - BM1minibude: OpenMP - BM2oidn: RT.hdr_alb_nrm.3840x2160 - CPU-Onlyoidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlyoidn: RTLightmap.hdr.4096x4096 - CPU-Onlytensorflow: CPU - 16 - ResNet-50tensorflow: CPU - 256 - ResNet-50ospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timecompress-zstd: 8 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingrocksdb: Rand Readrocksdb: Update Randrocksdb: Read Rand Write Randmemcached: 1:10memcached: 1:100apache-iotdb: 800 - 100 - 500 - 400apache-iotdb: 800 - 100 - 800 - 400clickhouse: 100M Rows Hits Dataset, First Run / Cold Cacheclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, Third Runredis: GET - 500redis: SET - 500nginx: 500liquid-dsp: 64 - 256 - 32liquid-dsp: 128 - 256 - 32liquid-dsp: 224 - 256 - 32liquid-dsp: 64 - 256 - 512liquid-dsp: 128 - 256 - 512liquid-dsp: 224 - 256 - 512numpy: phpbench: PHP Benchmark Suiteopenssl: pgbench: 100 - 800 - Read Onlypgbench: 100 - 1000 - Read Onlyopenssl: apache-iotdb: 800 - 100 - 500 - 400apache-iotdb: 800 - 100 - 800 - 400namd: ATPase Simulation - 327,506 Atomspybench: Total For Average Test Timespyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonrenaissance: Scala Dottyrenaissance: Rand Forestrenaissance: Akka Unbalanced Cobwebbed Treeonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUpgbench: 100 - 800 - Read Only - Average Latencypgbench: 100 - 1000 - Read Only - Average Latencyopenradioss: Bumper Beamopenradioss: Rubber O-Ring Seal Installationopenradioss: INIVOL and Fluid Structure Interaction Drop Containeravifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyappleseed: EmilyUbuntu 22.04Ubuntu 23.10CetnOS Stream 997.364105.57219.9023.9136.73952.44125.3958.098.542.5422434.0882639.2882.272.261.1814.4846.1927.826827.359310.769310.421249.28812942.13228.151.42823.229.82891.4256825379347349636191103258692997623717.41500744.655136842351342262156.54172.55177.662807752.581882918.18131549.831975600000307210000042537666676675500009304200001051366667439.9096663420245.36318936236061349949.8351.83577.210.3222575217628074.076.994.414.233319.181.113312.134.8312980.11861.653510.71355.751.2711.62097.39117.80142.474.8898.6047.36121.9953.71286.257649112.106122.68419.0322.0639.28332.51324.4738.038.372.5992802.6383067.0892.312.361.3013.7740.7129.524728.608811.840412.570810.64861341.53264.945.12672.023.82822.82565654427514477560061049957206932122661.722390090.505679190953536826182.90191.31190.493005443.171912413.67147446.1420917000003342300000498596666772681000010998333331331133333438.9095070748343.76416876271311633733.2327.46562.970.2858565411222751.155.969.613.321215.356.210711.627.4214887.31726.846125.71111.001.2471.60088.12113.604.5678.4006.73718.9245.17281.13159798.249104.45344.6454.814.03258.21918.8420.444.9882456.2262611.3161.481.490.7736.5969.6627.498327.416712.031013.10639.407851222.93432.972.12832.837.32967.82652303837641423570.111105057.797520480183867107307.37327.13327.702800090.631775982.76130489.831958933333306946666742153333336358150008961500001026433333477.8190557319529.01306301.3247.59354.790.4221886120926690.193.010314.739318.292.51448.4440.2354811.0750.025411.01420.5821.6654.40196.972577OpenBenchmarking.org

miniBUDE

OpenBenchmarking.orgBillion Interactions/s Per Watt, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Ubuntu 22.040.04590.09180.13770.18360.22950.204

OpenBenchmarking.orgBillion Interactions/s Per Watt, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Ubuntu 22.040.04430.08860.13290.17720.22150.197

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10306090120150SE +/- 2.05, N = 15SE +/- 2.22, N = 15SE +/- 1.48, N = 398.2597.36112.111. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10306090120150SE +/- 0.76, N = 11SE +/- 1.27, N = 4SE +/- 0.86, N = 15104.45105.57122.681. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Embree

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: CrownUbuntu 22.040.01580.03160.04740.06320.0790.07

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very FastCetnOS Stream 9Ubuntu 22.04Ubuntu 23.101020304050SE +/- 1.11, N = 12SE +/- 0.18, N = 3SE +/- 0.25, N = 1544.6419.9019.031. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastCetnOS Stream 9Ubuntu 22.04Ubuntu 23.101224364860SE +/- 0.78, N = 15SE +/- 0.32, N = 3SE +/- 0.30, N = 1554.8123.9122.061. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

SVT-AV1

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 4KUbuntu 22.040.00140.00280.00420.00560.0070.006

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 22.040.01730.03460.05190.06920.08650.077

uvg266

OpenBenchmarking.orgFrames Per Second Per Watt, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: SlowUbuntu 22.040.00560.01120.01680.02240.0280.025

OpenBenchmarking.orgFrames Per Second Per Watt, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: MediumUbuntu 22.040.00590.01180.01770.02360.02950.026

VVenC

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FastUbuntu 22.040.00180.00360.00540.00720.0090.008

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) 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 4.1Binary: Pathtracer ISPC - Model: CrownUbuntu 22.04Ubuntu 23.10918273645SE +/- 0.95, N = 12SE +/- 1.87, N = 1536.7439.28MIN: 22.41 / MAX: 55.39MIN: 25.7 / MAX: 67.66

Binary: Pathtracer ISPC - Model: Crown

CetnOS Stream 9: The test quit with a non-zero exit status. E: ./embree-4.1.0.x86_64.linux/bin/embree_pathtracer_ispc: error while loading shared libraries: libOpenGL.so.0: cannot open shared object file: No such file or directory

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 4KCetnOS Stream 9Ubuntu 22.04Ubuntu 23.100.90721.81442.72163.62884.536SE +/- 0.037, N = 7SE +/- 0.016, N = 13SE +/- 0.029, N = 34.0322.4412.5131. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 4KCetnOS Stream 9Ubuntu 22.04Ubuntu 23.101326395265SE +/- 1.77, N = 12SE +/- 0.47, N = 12SE +/- 0.28, N = 1558.2225.4024.471. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: SlowCetnOS Stream 9Ubuntu 22.04Ubuntu 23.10510152025SE +/- 0.19, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 318.848.098.03

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: MediumCetnOS Stream 9Ubuntu 22.04Ubuntu 23.10510152025SE +/- 0.27, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 320.448.548.37

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FastCetnOS Stream 9Ubuntu 22.04Ubuntu 23.101.12232.24463.36694.48925.6115SE +/- 0.052, N = 12SE +/- 0.015, N = 3SE +/- 0.035, N = 34.9882.5422.599-flto-flto1. (CXX) g++ options: -O3 -fno-fat-lto-objects -flto=auto

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1CetnOS Stream 9Ubuntu 22.04Ubuntu 23.106001200180024003000SE +/- 51.22, N = 15SE +/- 55.61, N = 15SE +/- 36.89, N = 32456.232434.092802.641. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2CetnOS Stream 9Ubuntu 22.04Ubuntu 23.107001400210028003500SE +/- 19.00, N = 11SE +/- 31.78, N = 4SE +/- 21.39, N = 152611.322639.293067.091. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Intel Open Image Denoise

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-OnlyCetnOS Stream 9Ubuntu 22.04Ubuntu 23.100.51981.03961.55942.07922.599SE +/- 0.07, N = 15SE +/- 0.03, N = 15SE +/- 0.03, N = 151.482.272.31

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyCetnOS Stream 9Ubuntu 22.04Ubuntu 23.100.5311.0621.5932.1242.655SE +/- 0.04, N = 12SE +/- 0.02, N = 15SE +/- 0.02, N = 151.492.262.36

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RTLightmap.hdr.4096x4096 - Device: CPU-OnlyCetnOS Stream 9Ubuntu 22.04Ubuntu 23.100.29250.5850.87751.171.4625SE +/- 0.03, N = 12SE +/- 0.01, N = 5SE +/- 0.01, N = 150.771.181.30

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10816243240SE +/- 0.43, N = 3SE +/- 0.14, N = 12SE +/- 0.12, N = 1236.5914.4813.77

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: ResNet-50CetnOS Stream 9Ubuntu 22.04Ubuntu 23.101632486480SE +/- 0.54, N = 3SE +/- 0.31, N = 3SE +/- 0.79, N = 969.6646.1940.71

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 2.12Benchmark: particle_volume/ao/real_timeCetnOS Stream 9Ubuntu 22.04Ubuntu 23.10714212835SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 327.5027.8329.52

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeCetnOS Stream 9Ubuntu 22.04Ubuntu 23.10714212835SE +/- 0.10, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 327.4227.3628.61

OpenBenchmarking.orgItems Per Second Per Watt, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeUbuntu 22.040.00450.0090.01350.0180.02250.02

OpenBenchmarking.orgItems Per Second Per Watt, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeUbuntu 22.040.00430.00860.01290.01720.02150.019

OpenBenchmarking.orgItems Per Second Per Watt, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeUbuntu 22.040.00380.00760.01140.01520.0190.017

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeCetnOS Stream 9Ubuntu 22.04Ubuntu 23.103691215SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.14, N = 312.0310.7711.84

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeCetnOS Stream 9Ubuntu 22.04Ubuntu 23.103691215SE +/- 0.08, N = 3SE +/- 0.17, N = 15SE +/- 0.06, N = 313.1110.4212.57

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeCetnOS Stream 9Ubuntu 22.04Ubuntu 23.103691215SE +/- 0.12004, N = 15SE +/- 0.10483, N = 15SE +/- 0.11480, N = 59.407859.2881210.64860

Zstd Compression

OpenBenchmarking.orgMB/s Per Watt, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedUbuntu 22.042468107.469

OpenBenchmarking.orgMB/s Per Watt, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedUbuntu 22.042468106.221

OpenBenchmarking.orgMB/s Per Watt, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedUbuntu 22.042468106.372

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1030060090012001500SE +/- 31.39, N = 15SE +/- 20.54, N = 12SE +/- 39.47, N = 121222.9942.11341.51. CetnOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Ubuntu 23.10: *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedCetnOS Stream 9Ubuntu 22.04Ubuntu 23.107001400210028003500SE +/- 14.11, N = 15SE +/- 29.89, N = 12SE +/- 11.77, N = 123432.93228.13264.91. CetnOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Ubuntu 23.10: *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedCetnOS Stream 9Ubuntu 22.04Ubuntu 23.101632486480SE +/- 2.65, N = 12SE +/- 1.13, N = 15SE +/- 1.37, N = 1572.151.445.11. CetnOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Ubuntu 23.10: *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedCetnOS Stream 9Ubuntu 22.04Ubuntu 23.106001200180024003000SE +/- 20.14, N = 12SE +/- 22.65, N = 15SE +/- 1.29, N = 152832.82823.22672.01. CetnOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Ubuntu 23.10: *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedCetnOS Stream 9Ubuntu 22.04Ubuntu 23.10918273645SE +/- 1.15, N = 12SE +/- 0.44, N = 12SE +/- 0.83, N = 1537.329.823.81. CetnOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Ubuntu 23.10: *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedCetnOS Stream 9Ubuntu 22.04Ubuntu 23.106001200180024003000SE +/- 16.70, N = 12SE +/- 1.05, N = 12SE +/- 2.57, N = 152967.82891.42822.81. CetnOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Ubuntu 23.10: *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***

7-Zip Compression

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

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1060K120K180K240K300KSE +/- 1878.31, N = 3SE +/- 3527.52, N = 3SE +/- 2697.20, N = 52652302568252565651. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS Per Watt, More Is Better7-Zip Compression 22.01Test: Decompression RatingUbuntu 22.04150300450600750691.35

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1090K180K270K360K450KSE +/- 5126.04, N = 3SE +/- 5913.92, N = 3SE +/- 1075.58, N = 53837643793474427511. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

RocksDB

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 8.0Test: Read Random Write RandomUbuntu 22.044008001200160020001841.19

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random ReadUbuntu 22.04Ubuntu 23.10100M200M300M400M500MSE +/- 2596603.43, N = 11SE +/- 8608514.09, N = 153496361914477560061. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Test: Random Read

CetnOS Stream 9: The test quit with a non-zero exit status. E: rocksdb: line 4: ./db_bench: No such file or directory

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Update RandomUbuntu 22.04Ubuntu 23.1020K40K60K80K100KSE +/- 979.86, N = 6SE +/- 347.07, N = 31032581049951. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Test: Update Random

CetnOS Stream 9: The test quit with a non-zero exit status. E: rocksdb: line 4: ./db_bench: No such file or directory

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read Random Write RandomUbuntu 22.04Ubuntu 23.10150K300K450K600K750KSE +/- 3631.47, N = 3SE +/- 11561.12, N = 156929977206931. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Test: Read Random Write Random

CetnOS Stream 9: The test quit with a non-zero exit status. E: rocksdb: line 4: ./db_bench: No such file or directory

Memcached

Memcached is a high performance, distributed memory object caching system. This Memcached test profiles makes use of memtier_benchmark for excuting this CPU/memory-focused server benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10500K1000K1500K2000K2500KSE +/- 20152.18, N = 15SE +/- 7813.87, N = 15SE +/- 30128.29, N = 151423570.11623717.412122661.721. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10500K1000K1500K2000K2500KSE +/- 17206.36, N = 15SE +/- 3294.51, N = 3SE +/- 33757.80, N = 151105057.79500744.652390090.501. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Apache IoTDB

Apache IotDB is a time series database and this benchmark is facilitated using the IoT Benchmaark [https://github.com/thulab/iot-benchmark/]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400CetnOS Stream 9Ubuntu 22.04Ubuntu 23.1016M32M48M64M80MSE +/- 765735.47, N = 3SE +/- 506019.03, N = 12SE +/- 1514692.70, N = 12752048015136842356791909

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400CetnOS Stream 9Ubuntu 22.04Ubuntu 23.1020M40M60M80M100MSE +/- 326046.75, N = 3SE +/- 1382666.67, N = 9SE +/- 1372563.16, N = 9838671075134226253536826

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ / https://github.com/ClickHouse/ClickBench/tree/main/clickhouse with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all separate queries performed as an aggregate. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold CacheCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1070140210280350SE +/- 11.09, N = 12SE +/- 2.07, N = 3SE +/- 1.70, N = 9307.37156.54182.90MIN: 25.4 / MAX: 5000MIN: 9.6 / MAX: 2500MIN: 28.16 / MAX: 2142.86

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second RunCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1070140210280350SE +/- 11.59, N = 12SE +/- 3.35, N = 3SE +/- 2.68, N = 9327.13172.55191.31MIN: 36.99 / MAX: 5000MIN: 24.51 / MAX: 2068.97MIN: 29.78 / MAX: 1764.71

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1070140210280350SE +/- 11.08, N = 12SE +/- 4.50, N = 3SE +/- 2.81, N = 9327.70177.66190.49MIN: 35.11 / MAX: 5000MIN: 31.4 / MAX: 1621.62MIN: 31.17 / MAX: 1935.48

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 500CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10600K1200K1800K2400K3000KSE +/- 76882.37, N = 15SE +/- 60261.21, N = 12SE +/- 110086.29, N = 122800090.632807752.583005443.171. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second Per Watt, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 500Ubuntu 22.0480016002400320040003892.06

nginx

OpenBenchmarking.orgRequests Per Second Per Watt, More Is Betternginx 1.23.2Connections: 500Ubuntu 22.0450100150200250239.86

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 500CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10400K800K1200K1600K2000KSE +/- 46425.37, N = 15SE +/- 28736.18, N = 15SE +/- 48383.14, N = 121775982.761882918.181912413.671. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500CetnOS Stream 9Ubuntu 22.04Ubuntu 23.1030K60K90K120K150KSE +/- 931.68, N = 3SE +/- 836.61, N = 3SE +/- 199.78, N = 3130489.83131549.83147446.141. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 32CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10400M800M1200M1600M2000MSE +/- 2968913.01, N = 3SE +/- 4460194.32, N = 3SE +/- 1401189.97, N = 31958933333197560000020917000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s Per Watt, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 32Ubuntu 22.041.2M2.4M3.6M4.8M6M5632512.73

OpenBenchmarking.orgsamples/s Per Watt, More Is BetterLiquid-DSP 1.6Threads: 224 - Buffer Length: 256 - Filter Length: 32Ubuntu 22.041.7M3.4M5.1M6.8M8.5M7746739.70

OpenBenchmarking.orgsamples/s Per Watt, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 512Ubuntu 22.04300K600K900K1200K1500K1268680.28

OpenBenchmarking.orgsamples/s Per Watt, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 512Ubuntu 22.04400K800K1200K1600K2000K1709028.03

OpenBenchmarking.orgsamples/s Per Watt, More Is BetterLiquid-DSP 1.6Threads: 224 - Buffer Length: 256 - Filter Length: 512Ubuntu 22.04400K800K1200K1600K2000K1926000.19

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 32CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10700M1400M2100M2800M3500MSE +/- 3663028.50, N = 3SE +/- 13675647.46, N = 3SE +/- 2771281.29, N = 33069466667307210000033423000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 224 - Buffer Length: 256 - Filter Length: 32CetnOS Stream 9Ubuntu 22.04Ubuntu 23.101100M2200M3300M4400M5500MSE +/- 6044648.69, N = 3SE +/- 15689947.24, N = 3SE +/- 60655704.14, N = 34215333333425376666749859666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 512CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10160M320M480M640M800MSE +/- 7450656.01, N = 4SE +/- 5495610.37, N = 3SE +/- 4144647.15, N = 36358150006675500007268100001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 512CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10200M400M600M800M1000MSE +/- 1964544.05, N = 3SE +/- 7247277.65, N = 3SE +/- 4217951.06, N = 389615000093042000010998333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 224 - Buffer Length: 256 - Filter Length: 512CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10300M600M900M1200M1500MSE +/- 3808032.45, N = 3SE +/- 7056990.23, N = 3SE +/- 4883418.66, N = 31026433333105136666713311333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Numpy Benchmark

OpenBenchmarking.orgScore Per Watt, More Is BetterNumpy BenchmarkUbuntu 22.040.29210.58420.87631.16841.46051.298

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkCetnOS Stream 9Ubuntu 22.04Ubuntu 23.10100200300400500SE +/- 1.17, N = 3SE +/- 4.01, N = 3SE +/- 0.76, N = 3477.81439.90438.90

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteCetnOS Stream 9Ubuntu 22.04Ubuntu 23.10200K400K600K800K1000KSE +/- 1102.01, N = 3SE +/- 3637.24, N = 3SE +/- 477.85, N = 3905573966634950707

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 BetterOpenSSLCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1010K20K30K40K50KSE +/- 30.42, N = 3SE +/- 184.59, N = 3SE +/- 257.40, N = 319529.020245.348343.71. CetnOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)2. Ubuntu 22.04: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)3. Ubuntu 23.10: OpenSSL 3.0.10 1 Aug 2023 (Library: OpenSSL 3.0.10 1 Aug 2023)

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 16Scaling Factor: 100 - Clients: 800 - Mode: Read OnlyUbuntu 22.04Ubuntu 23.10140K280K420K560K700KSE +/- 14209.40, N = 9SE +/- 5997.89, N = 36318936416871. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Scaling Factor: 100 - Clients: 800 - Mode: Read Only

CetnOS Stream 9: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read OnlyUbuntu 22.04Ubuntu 23.10130K260K390K520K650KSE +/- 18940.33, N = 12SE +/- 11091.81, N = 126236066271311. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Scaling Factor: 100 - Clients: 1000 - Mode: Read Only

CetnOS Stream 9: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory

OpenSSL

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

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLCetnOS Stream 9Ubuntu 22.04Ubuntu 23.10300K600K900K1200K1500KSE +/- 2095.90, N = 3SE +/- 3325.21, N = 3SE +/- 3688.90, N = 31306301.31349949.81633733.21. CetnOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)2. Ubuntu 22.04: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)3. Ubuntu 23.10: OpenSSL 3.0.10 1 Aug 2023 (Library: OpenSSL 3.0.10 1 Aug 2023)

Apache IoTDB

Apache IotDB is a time series database and this benchmark is facilitated using the IoT Benchmaark [https://github.com/thulab/iot-benchmark/]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400CetnOS Stream 9Ubuntu 22.04Ubuntu 23.1080160240320400SE +/- 1.24, N = 3SE +/- 4.16, N = 12SE +/- 13.13, N = 12247.59351.83327.46MAX: 30252.36MAX: 33320.78MAX: 46878.31

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10120240360480600SE +/- 2.39, N = 3SE +/- 20.90, N = 9SE +/- 18.52, N = 9354.79577.21562.97MAX: 30496.52MAX: 48250.35MAX: 43022.26

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 AtomsCetnOS Stream 9Ubuntu 22.04Ubuntu 23.100.0950.190.2850.380.475SE +/- 0.00519, N = 15SE +/- 0.00473, N = 15SE +/- 0.00315, N = 30.422180.322250.28585

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 TimesCetnOS Stream 9Ubuntu 22.04Ubuntu 23.102004006008001000SE +/- 3.06, N = 3SE +/- 0.88, N = 3SE +/- 1.67, N = 3861752654

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: goCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1050100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.81, N = 11209176112

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3CetnOS Stream 9Ubuntu 22.04Ubuntu 23.1060120180240300SE +/- 0.00, N = 3SE +/- 2.60, N = 3SE +/- 2.24, N = 5266280227

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1020406080100SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.18, N = 390.174.051.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1020406080100SE +/- 0.32, N = 3SE +/- 0.34, N = 3SE +/- 0.20, N = 393.076.955.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1020406080100SE +/- 0.33, N = 3SE +/- 0.52, N = 3SE +/- 0.38, N = 3103.094.469.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1048121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 314.714.213.3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1090180270360450SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3393333212

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsCetnOS Stream 9Ubuntu 22.04Ubuntu 23.10510152025SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 318.219.115.3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1020406080100SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 392.581.156.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileCetnOS Stream 9Ubuntu 22.04Ubuntu 23.10306090120150SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3144133107

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupCetnOS Stream 9Ubuntu 22.04Ubuntu 23.103691215SE +/- 0.03, N = 3SE +/- 0.11, N = 8SE +/- 0.12, N = 38.4412.1011.60

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateCetnOS Stream 9Ubuntu 22.04Ubuntu 23.10918273645SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 340.234.827.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1080160240320400SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.88, N = 3354312214

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 DottyCetnOS Stream 9Ubuntu 22.04Ubuntu 23.102004006008001000SE +/- 17.86, N = 15SE +/- 18.18, N = 15SE +/- 13.10, N = 15811.0980.1887.3MIN: 578.46 / MAX: 1640.36MIN: 648.36 / MAX: 3175.49MIN: 616.29 / MAX: 2006.29

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestCetnOS Stream 9Ubuntu 22.04Ubuntu 23.10400800120016002000SE +/- 11.24, N = 15SE +/- 33.63, N = 12SE +/- 21.05, N = 15750.01861.61726.8MIN: 592.48 / MAX: 1021.27MIN: 1313.89 / MAX: 2805.42MIN: 1224.56 / MAX: 2715.07

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1011K22K33K44K55KSE +/- 129.80, N = 3SE +/- 565.20, N = 9SE +/- 795.59, N = 625411.053510.746125.7MIN: 19261.71 / MAX: 25651.88MIN: 36510.64 / MAX: 56207.73MIN: 31227.84 / MAX: 55200.52

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 3.3Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1030060090012001500SE +/- 15.46, N = 15SE +/- 7.30, N = 3SE +/- 11.12, N = 31420.581355.751111.00-lpthread - MIN: 1117.99-lpthread - MIN: 1217.23MIN: 1070.671. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

PostgreSQL

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 800 - Mode: Read Only - Average LatencyUbuntu 22.04Ubuntu 23.100.2860.5720.8581.1441.43SE +/- 0.027, N = 9SE +/- 0.012, N = 31.2711.2471. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Scaling Factor: 100 - Clients: 800 - Mode: Read Only - Average Latency

CetnOS Stream 9: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average LatencyUbuntu 22.04Ubuntu 23.100.36450.7291.09351.4581.8225SE +/- 0.049, N = 12SE +/- 0.027, N = 121.6201.6001. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency

CetnOS Stream 9: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamUbuntu 22.04Ubuntu 23.1020406080100SE +/- 0.44, N = 3SE +/- 0.35, N = 397.3988.12

Model: Bumper Beam

CetnOS Stream 9: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationUbuntu 22.04Ubuntu 23.10306090120150SE +/- 0.52, N = 3SE +/- 0.21, N = 3117.80113.60

Model: Rubber O-Ring Seal Installation

CetnOS Stream 9: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: INIVOL and Fluid Structure Interaction Drop ContainerUbuntu 22.04306090120150SE +/- 0.46, N = 3142.47

Model: INIVOL and Fluid Structure Interaction Drop Container

Ubuntu 23.10: The test run did not produce a result. E: ** ERROR: INPUT FILE /fsi_drop_container_0001.r NOT FOUND

CetnOS Stream 9: The test run did not produce a result. E: ./engine_linux64_gf_ompi: error while loading shared libraries: libmpi.so.40: cannot open shared object file: No such file or directory

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6Ubuntu 22.04Ubuntu 23.101.12.23.34.45.5SE +/- 0.036, N = 15SE +/- 0.066, N = 154.8894.5671. (CXX) g++ options: -O3 -fPIC -lm

Encoder Speed: 6

CetnOS Stream 9: The test quit with a non-zero exit status. E: avifenc: line 3: ./libavif-1.0.0/build/avifenc: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessUbuntu 22.04Ubuntu 23.10246810SE +/- 0.120, N = 12SE +/- 0.139, N = 158.6048.4001. (CXX) g++ options: -O3 -fPIC -lm

Encoder Speed: 6, Lossless

CetnOS Stream 9: The test quit with a non-zero exit status. E: avifenc: line 3: ./libavif-1.0.0/build/avifenc: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 10, LosslessUbuntu 22.04Ubuntu 23.10246810SE +/- 0.120, N = 15SE +/- 0.108, N = 157.3616.7371. (CXX) g++ options: -O3 -fPIC -lm

Encoder Speed: 10, Lossless

CetnOS Stream 9: The test quit with a non-zero exit status. E: avifenc: line 3: ./libavif-1.0.0/build/avifenc: No such file or directory

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: BMW27 - Compute: CPU-OnlyCetnOS Stream 9Ubuntu 22.04Ubuntu 23.10510152025SE +/- 0.26, N = 3SE +/- 0.28, N = 3SE +/- 0.06, N = 321.6621.9918.92

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Classroom - Compute: CPU-OnlyCetnOS Stream 9Ubuntu 22.04Ubuntu 23.101224364860SE +/- 0.35, N = 3SE +/- 0.22, N = 3SE +/- 0.29, N = 354.4053.7145.17

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1060120180240300196.97286.26281.13

111 Results Shown

miniBUDE:
  OpenMP - BM1
  OpenMP - BM2
miniBUDE:
  OpenMP - BM1
  OpenMP - BM2
Embree
Kvazaar:
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Ultra Fast
SVT-AV1:
  Preset 4 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
  Bosphorus 4K - Slow
  Bosphorus 4K - Medium
  Bosphorus 4K - Fast
Embree
SVT-AV1:
  Preset 4 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
uvg266:
  Bosphorus 4K - Slow
  Bosphorus 4K - Medium
VVenC
miniBUDE:
  OpenMP - BM1
  OpenMP - BM2
Intel Open Image Denoise:
  RT.hdr_alb_nrm.3840x2160 - CPU-Only
  RT.ldr_alb_nrm.3840x2160 - CPU-Only
  RTLightmap.hdr.4096x4096 - CPU-Only
TensorFlow:
  CPU - 16 - ResNet-50
  CPU - 256 - ResNet-50
OSPRay:
  particle_volume/ao/real_time
  particle_volume/scivis/real_time
OSPRay:
  gravity_spheres_volume/dim_512/ao/real_time
  gravity_spheres_volume/dim_512/scivis/real_time
  gravity_spheres_volume/dim_512/pathtracer/real_time
OSPRay:
  gravity_spheres_volume/dim_512/ao/real_time
  gravity_spheres_volume/dim_512/scivis/real_time
  gravity_spheres_volume/dim_512/pathtracer/real_time
Zstd Compression:
  8 - Decompression Speed
  19 - Decompression Speed
  19, Long Mode - Decompression Speed
Zstd Compression:
  8 - Compression Speed
  8 - Decompression Speed
  19 - Compression Speed
  19 - Decompression Speed
  19, Long Mode - Compression Speed
  19, Long Mode - Decompression Speed
7-Zip Compression
7-Zip Compression
7-Zip Compression
RocksDB
RocksDB:
  Rand Read
  Update Rand
  Read Rand Write Rand
Memcached:
  1:10
  1:100
Apache IoTDB:
  800 - 100 - 500 - 400
  800 - 100 - 800 - 400
ClickHouse:
  100M Rows Hits Dataset, First Run / Cold Cache
  100M Rows Hits Dataset, Second Run
  100M Rows Hits Dataset, Third Run
Redis
Redis:
  SET - 500
  500
Redis
nginx
Liquid-DSP
Liquid-DSP:
  128 - 256 - 32
  224 - 256 - 32
  64 - 256 - 512
  128 - 256 - 512
  224 - 256 - 512
Liquid-DSP:
  128 - 256 - 32
  224 - 256 - 32
  64 - 256 - 512
  128 - 256 - 512
  224 - 256 - 512
Numpy Benchmark
Numpy Benchmark
PHPBench
OpenSSL
PostgreSQL:
  100 - 800 - Read Only
  100 - 1000 - Read Only
OpenSSL
Apache IoTDB:
  800 - 100 - 500 - 400
  800 - 100 - 800 - 400
NAMD
PyBench
PyPerformance:
  go
  2to3
  chaos
  float
  nbody
  pathlib
  raytrace
  json_loads
  crypto_pyaes
  regex_compile
  python_startup
  django_template
  pickle_pure_python
Renaissance:
  Scala Dotty
  Rand Forest
  Akka Unbalanced Cobwebbed Tree
oneDNN
PostgreSQL:
  100 - 800 - Read Only - Average Latency
  100 - 1000 - Read Only - Average Latency
OpenRadioss:
  Bumper Beam
  Rubber O-Ring Seal Installation
  INIVOL and Fluid Structure Interaction Drop Container
libavif avifenc:
  6
  6, Lossless
  10, Lossless
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
Appleseed