Intel Xeon Max + Ubuntu 23.10

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

HTML result view exported from: https://openbenchmarking.org/result/2310171-NE-2310163NE58&gru.

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

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

Implementation: OpenMP - Input Deck: BM1

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

miniBUDE

Implementation: OpenMP - Input Deck: BM2

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

miniBUDE

Implementation: OpenMP - Input Deck: BM1

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Ubuntu 22.04Ubuntu 23.10CetnOS Stream 9306090120150SE +/- 2.22, N = 15SE +/- 1.48, N = 3SE +/- 2.05, N = 1597.36112.1198.251. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

miniBUDE

Implementation: OpenMP - Input Deck: BM2

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Ubuntu 22.04Ubuntu 23.10CetnOS Stream 9306090120150SE +/- 1.27, N = 4SE +/- 0.86, N = 15SE +/- 0.76, N = 11105.57122.68104.451. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Embree

Binary: Pathtracer ISPC - Model: Crown

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

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very FastUbuntu 22.04Ubuntu 23.10CetnOS Stream 91020304050SE +/- 0.18, N = 3SE +/- 0.25, N = 15SE +/- 1.11, N = 1219.9019.0344.641. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastUbuntu 22.04Ubuntu 23.10CetnOS Stream 91224364860SE +/- 0.32, N = 3SE +/- 0.30, N = 15SE +/- 0.78, N = 1523.9122.0654.811. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very FastUbuntu 22.040.01440.02880.04320.05760.0720.064

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastUbuntu 22.040.01870.03740.05610.07480.09350.083

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

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

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

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

Video Input: Bosphorus 4K - Video Preset: Slow

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

uvg266

Video Input: Bosphorus 4K - Video Preset: Medium

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

Video Input: Bosphorus 4K - Video Preset: Fast

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

Binary: Pathtracer ISPC - Model: Crown

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

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 4KUbuntu 22.04Ubuntu 23.10CetnOS Stream 90.90721.81442.72163.62884.536SE +/- 0.016, N = 13SE +/- 0.029, N = 3SE +/- 0.037, N = 72.4412.5134.0321. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 22.04Ubuntu 23.10CetnOS Stream 91326395265SE +/- 0.47, N = 12SE +/- 0.28, N = 15SE +/- 1.77, N = 1225.4024.4758.221. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

uvg266

Video Input: Bosphorus 4K - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: SlowUbuntu 22.04Ubuntu 23.10CetnOS Stream 9510152025SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 38.098.0318.84

uvg266

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: MediumUbuntu 22.04Ubuntu 23.10CetnOS Stream 9510152025SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.27, N = 38.548.3720.44

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FastUbuntu 22.04Ubuntu 23.10CetnOS Stream 91.12232.24463.36694.48925.6115SE +/- 0.015, N = 3SE +/- 0.035, N = 3SE +/- 0.052, N = 122.5422.5994.988-flto-flto1. (CXX) g++ options: -O3 -fno-fat-lto-objects -flto=auto

miniBUDE

Implementation: OpenMP - Input Deck: BM1

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Ubuntu 22.04Ubuntu 23.10CetnOS Stream 96001200180024003000SE +/- 55.61, N = 15SE +/- 36.89, N = 3SE +/- 51.22, N = 152434.092802.642456.231. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

miniBUDE

Implementation: OpenMP - Input Deck: BM2

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Ubuntu 22.04Ubuntu 23.10CetnOS Stream 97001400210028003500SE +/- 31.78, N = 4SE +/- 21.39, N = 15SE +/- 19.00, N = 112639.293067.092611.321. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Intel Open Image Denoise

Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Only

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-OnlyUbuntu 22.04Ubuntu 23.10CetnOS Stream 90.51981.03961.55942.07922.599SE +/- 0.03, N = 15SE +/- 0.03, N = 15SE +/- 0.07, N = 152.272.311.48

Intel Open Image Denoise

Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyUbuntu 22.04Ubuntu 23.10CetnOS Stream 90.5311.0621.5932.1242.655SE +/- 0.02, N = 15SE +/- 0.02, N = 15SE +/- 0.04, N = 122.262.361.49

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RTLightmap.hdr.4096x4096 - Device: CPU-OnlyUbuntu 22.04Ubuntu 23.10CetnOS Stream 90.29250.5850.87751.171.4625SE +/- 0.01, N = 5SE +/- 0.01, N = 15SE +/- 0.03, N = 121.181.300.77

Intel Open Image Denoise

Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Only

OpenBenchmarking.orgImages / Sec Per Watt, More Is BetterIntel Open Image Denoise 2.1Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-OnlyUbuntu 22.040.00110.00220.00330.00440.00550.005

Intel Open Image Denoise

Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only

OpenBenchmarking.orgImages / Sec Per Watt, More Is BetterIntel Open Image Denoise 2.1Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyUbuntu 22.040.00110.00220.00330.00440.00550.005

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only

OpenBenchmarking.orgImages / Sec Per Watt, More Is BetterIntel Open Image Denoise 2.1Run: RTLightmap.hdr.4096x4096 - Device: CPU-OnlyUbuntu 22.040.00050.0010.00150.0020.00250.002

TensorFlow

Device: CPU - Batch Size: 16 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50Ubuntu 22.04Ubuntu 23.10CetnOS Stream 9816243240SE +/- 0.14, N = 12SE +/- 0.12, N = 12SE +/- 0.43, N = 314.4813.7736.59

TensorFlow

Device: CPU - Batch Size: 256 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: ResNet-50Ubuntu 22.04Ubuntu 23.10CetnOS Stream 91632486480SE +/- 0.31, N = 3SE +/- 0.79, N = 9SE +/- 0.54, N = 346.1940.7169.66

TensorFlow

Device: CPU - Batch Size: 16 - Model: ResNet-50

OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50Ubuntu 22.040.01080.02160.03240.04320.0540.048

TensorFlow

Device: CPU - Batch Size: 256 - Model: ResNet-50

OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 256 - Model: ResNet-50Ubuntu 22.040.02390.04780.07170.09560.11950.106

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeUbuntu 22.04Ubuntu 23.10CetnOS Stream 9714212835SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 327.8329.5227.50

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeUbuntu 22.04Ubuntu 23.10CetnOS Stream 9714212835SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 327.3628.6127.42

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second Per Watt, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeUbuntu 22.040.0110.0220.0330.0440.0550.049

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second Per Watt, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeUbuntu 22.040.01240.02480.03720.04960.0620.055

OSPRay

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

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

OSPRay

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

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

OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

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

OSPRay

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeUbuntu 22.04Ubuntu 23.10CetnOS Stream 93691215SE +/- 0.13, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 310.7711.8412.03

OSPRay

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeUbuntu 22.04Ubuntu 23.10CetnOS Stream 93691215SE +/- 0.17, N = 15SE +/- 0.06, N = 3SE +/- 0.08, N = 310.4212.5713.11

OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeUbuntu 22.04Ubuntu 23.10CetnOS Stream 93691215SE +/- 0.10483, N = 15SE +/- 0.11480, N = 5SE +/- 0.12004, N = 159.2881210.648609.40785

Zstd Compression

Compression Level: 8 - Decompression Speed

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

Zstd Compression

Compression Level: 19 - Decompression Speed

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

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

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

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedUbuntu 22.04Ubuntu 23.10CetnOS Stream 930060090012001500SE +/- 20.54, N = 12SE +/- 39.47, N = 12SE +/- 31.39, N = 15942.11341.51222.91. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.10: *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***3. CetnOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedUbuntu 22.04Ubuntu 23.10CetnOS Stream 97001400210028003500SE +/- 29.89, N = 12SE +/- 11.77, N = 12SE +/- 14.11, N = 153228.13264.93432.91. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.10: *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***3. CetnOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedUbuntu 22.04Ubuntu 23.10CetnOS Stream 91632486480SE +/- 1.13, N = 15SE +/- 1.37, N = 15SE +/- 2.65, N = 1251.445.172.11. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.10: *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***3. CetnOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedUbuntu 22.04Ubuntu 23.10CetnOS Stream 96001200180024003000SE +/- 22.65, N = 15SE +/- 1.29, N = 15SE +/- 20.14, N = 122823.22672.02832.81. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.10: *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***3. CetnOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedUbuntu 22.04Ubuntu 23.10CetnOS Stream 9918273645SE +/- 0.44, N = 12SE +/- 0.83, N = 15SE +/- 1.15, N = 1229.823.837.31. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.10: *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***3. CetnOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedUbuntu 22.04Ubuntu 23.10CetnOS Stream 96001200180024003000SE +/- 1.05, N = 12SE +/- 2.57, N = 15SE +/- 16.70, N = 122891.42822.82967.81. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.10: *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***3. CetnOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingUbuntu 22.04Ubuntu 23.10CetnOS Stream 960K120K180K240K300KSE +/- 3527.52, N = 3SE +/- 2697.20, N = 5SE +/- 1878.31, N = 32568252565652652301. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Decompression Rating

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

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingUbuntu 22.04Ubuntu 23.10CetnOS Stream 990K180K270K360K450KSE +/- 5913.92, N = 3SE +/- 1075.58, N = 5SE +/- 5126.04, N = 33793474427513837641. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

RocksDB

Test: Read Random Write Random

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

RocksDB

Test: Random Read

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

RocksDB

Test: Update Random

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

RocksDB

Test: Read Random Write Random

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

RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 8.0Test: Random ReadUbuntu 22.04130K260K390K520K650K626582.49

RocksDB

Test: Update Random

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 8.0Test: Update RandomUbuntu 22.0450100150200250226.64

Memcached

Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10Ubuntu 22.04Ubuntu 23.10CetnOS Stream 9500K1000K1500K2000K2500KSE +/- 7813.87, N = 15SE +/- 30128.29, N = 15SE +/- 20152.18, N = 15623717.412122661.721423570.111. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Memcached

Set To Get Ratio: 1:100

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100Ubuntu 22.04Ubuntu 23.10CetnOS Stream 9500K1000K1500K2000K2500KSE +/- 3294.51, N = 3SE +/- 33757.80, N = 15SE +/- 17206.36, N = 15500744.652390090.501105057.791. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Memcached

Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec Per Watt, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10Ubuntu 22.0420040060080010001149.60

Memcached

Set To Get Ratio: 1:100

OpenBenchmarking.orgOps/sec Per Watt, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100Ubuntu 22.042004006008001000929.66

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400Ubuntu 22.04Ubuntu 23.10CetnOS Stream 916M32M48M64M80MSE +/- 506019.03, N = 12SE +/- 1514692.70, N = 12SE +/- 765735.47, N = 3513684235679190975204801

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400Ubuntu 22.04Ubuntu 23.10CetnOS Stream 920M40M60M80M100MSE +/- 1382666.67, N = 9SE +/- 1372563.16, N = 9SE +/- 326046.75, N = 3513422625353682683867107

ClickHouse

100M Rows Hits Dataset, First Run / Cold Cache

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold CacheUbuntu 22.04Ubuntu 23.10CetnOS Stream 970140210280350SE +/- 2.07, N = 3SE +/- 1.70, N = 9SE +/- 11.09, N = 12156.54182.90307.37MIN: 9.6 / MAX: 2500MIN: 28.16 / MAX: 2142.86MIN: 25.4 / MAX: 5000

ClickHouse

100M Rows Hits Dataset, Second Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second RunUbuntu 22.04Ubuntu 23.10CetnOS Stream 970140210280350SE +/- 3.35, N = 3SE +/- 2.68, N = 9SE +/- 11.59, N = 12172.55191.31327.13MIN: 24.51 / MAX: 2068.97MIN: 29.78 / MAX: 1764.71MIN: 36.99 / MAX: 5000

ClickHouse

100M Rows Hits Dataset, Third Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunUbuntu 22.04Ubuntu 23.10CetnOS Stream 970140210280350SE +/- 4.50, N = 3SE +/- 2.81, N = 9SE +/- 11.08, N = 12177.66190.49327.70MIN: 31.4 / MAX: 1621.62MIN: 31.17 / MAX: 1935.48MIN: 35.11 / MAX: 5000

ClickHouse

100M Rows Hits Dataset, Third Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean Per Watt, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunUbuntu 22.040.09790.19580.29370.39160.48950.435

Redis

Test: GET - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 500Ubuntu 22.04Ubuntu 23.10CetnOS Stream 9600K1200K1800K2400K3000KSE +/- 60261.21, N = 12SE +/- 110086.29, N = 12SE +/- 76882.37, N = 152807752.583005443.172800090.631. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: GET - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second Per Watt, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 500Ubuntu 22.04140028004200560070006353.09

Redis

Test: SET - Parallel Connections: 500

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

nginx

Connections: 500

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

Redis

Test: SET - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 500Ubuntu 22.04Ubuntu 23.10CetnOS Stream 9400K800K1200K1600K2000KSE +/- 28736.18, N = 15SE +/- 48383.14, N = 12SE +/- 46425.37, N = 151882918.181912413.671775982.761. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

nginx

Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500Ubuntu 22.04Ubuntu 23.10CetnOS Stream 930K60K90K120K150KSE +/- 836.61, N = 3SE +/- 199.78, N = 3SE +/- 931.68, N = 3131549.83147446.14130489.831. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Liquid-DSP

Threads: 64 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 32Ubuntu 22.04Ubuntu 23.10CetnOS Stream 9400M800M1200M1600M2000MSE +/- 4460194.32, N = 3SE +/- 1401189.97, N = 3SE +/- 2968913.01, N = 31975600000209170000019589333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 64 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s Per Watt, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 32Ubuntu 22.04800K1600K2400K3200K4000K3743324.81

Liquid-DSP

Threads: 128 - Buffer Length: 256 - Filter Length: 32

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

Liquid-DSP

Threads: 224 - Buffer Length: 256 - Filter Length: 32

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

Liquid-DSP

Threads: 64 - Buffer Length: 256 - Filter Length: 512

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

Liquid-DSP

Threads: 128 - Buffer Length: 256 - Filter Length: 512

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

Liquid-DSP

Threads: 224 - Buffer Length: 256 - Filter Length: 512

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

Liquid-DSP

Threads: 128 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 32Ubuntu 22.04Ubuntu 23.10CetnOS Stream 9700M1400M2100M2800M3500MSE +/- 13675647.46, N = 3SE +/- 2771281.29, N = 3SE +/- 3663028.50, N = 33072100000334230000030694666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 224 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 224 - Buffer Length: 256 - Filter Length: 32Ubuntu 22.04Ubuntu 23.10CetnOS Stream 91100M2200M3300M4400M5500MSE +/- 15689947.24, N = 3SE +/- 60655704.14, N = 3SE +/- 6044648.69, N = 34253766667498596666742153333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 64 - Buffer Length: 256 - Filter Length: 512

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 512Ubuntu 22.04Ubuntu 23.10CetnOS Stream 9160M320M480M640M800MSE +/- 5495610.37, N = 3SE +/- 4144647.15, N = 3SE +/- 7450656.01, N = 46675500007268100006358150001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 128 - Buffer Length: 256 - Filter Length: 512

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 512Ubuntu 22.04Ubuntu 23.10CetnOS Stream 9200M400M600M800M1000MSE +/- 7247277.65, N = 3SE +/- 4217951.06, N = 3SE +/- 1964544.05, N = 393042000010998333338961500001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 224 - Buffer Length: 256 - Filter Length: 512

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 224 - Buffer Length: 256 - Filter Length: 512Ubuntu 22.04Ubuntu 23.10CetnOS Stream 9300M600M900M1200M1500MSE +/- 7056990.23, N = 3SE +/- 4883418.66, N = 3SE +/- 3808032.45, N = 31051366667133113333310264333331. (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

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkUbuntu 22.04Ubuntu 23.10CetnOS Stream 9100200300400500SE +/- 4.01, N = 3SE +/- 0.76, N = 3SE +/- 1.17, N = 3439.90438.90477.81

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 22.04Ubuntu 23.10CetnOS Stream 9200K400K600K800K1000KSE +/- 3637.24, N = 3SE +/- 477.85, N = 3SE +/- 1102.01, N = 3966634950707905573

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore Per Watt, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 22.0480016002400320040003603.28

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLUbuntu 22.04Ubuntu 23.10CetnOS Stream 910K20K30K40K50KSE +/- 184.59, N = 3SE +/- 257.40, N = 3SE +/- 30.42, N = 320245.348343.719529.01. Ubuntu 22.04: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)2. Ubuntu 23.10: OpenSSL 3.0.10 1 Aug 2023 (Library: OpenSSL 3.0.10 1 Aug 2023)3. CetnOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)

PostgreSQL

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

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

PostgreSQL

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

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

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLUbuntu 22.04Ubuntu 23.10CetnOS Stream 9300K600K900K1200K1500KSE +/- 3325.21, N = 3SE +/- 3688.90, N = 3SE +/- 2095.90, N = 31349949.81633733.21306301.31. Ubuntu 22.04: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)2. Ubuntu 23.10: OpenSSL 3.0.10 1 Aug 2023 (Library: OpenSSL 3.0.10 1 Aug 2023)3. CetnOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)

OpenSSL

OpenBenchmarking.orgverify/s Per Watt, More Is BetterOpenSSLUbuntu 22.0450010001500200025002521.63

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400Ubuntu 22.04Ubuntu 23.10CetnOS Stream 980160240320400SE +/- 4.16, N = 12SE +/- 13.13, N = 12SE +/- 1.24, N = 3351.83327.46247.59MAX: 33320.78MAX: 46878.31MAX: 30252.36

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400Ubuntu 22.04Ubuntu 23.10CetnOS Stream 9120240360480600SE +/- 20.90, N = 9SE +/- 18.52, N = 9SE +/- 2.39, N = 3577.21562.97354.79MAX: 48250.35MAX: 43022.26MAX: 30496.52

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 22.04Ubuntu 23.10CetnOS Stream 90.0950.190.2850.380.475SE +/- 0.00473, N = 15SE +/- 0.00315, N = 3SE +/- 0.00519, N = 150.322250.285850.42218

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 22.04Ubuntu 23.10CetnOS Stream 92004006008001000SE +/- 0.88, N = 3SE +/- 1.67, N = 3SE +/- 3.06, N = 3752654861

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 22.04Ubuntu 23.10CetnOS Stream 950100150200250SE +/- 0.33, N = 3SE +/- 0.81, N = 11SE +/- 0.33, N = 3176112209

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 22.04Ubuntu 23.10CetnOS Stream 960120180240300SE +/- 2.60, N = 3SE +/- 2.24, N = 5SE +/- 0.00, N = 3280227266

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 22.04Ubuntu 23.10CetnOS Stream 920406080100SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 374.051.190.1

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 22.04Ubuntu 23.10CetnOS Stream 920406080100SE +/- 0.34, N = 3SE +/- 0.20, N = 3SE +/- 0.32, N = 376.955.993.0

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 22.04Ubuntu 23.10CetnOS Stream 920406080100SE +/- 0.52, N = 3SE +/- 0.38, N = 3SE +/- 0.33, N = 394.469.6103.0

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 22.04Ubuntu 23.10CetnOS Stream 948121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 314.213.314.7

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 22.04Ubuntu 23.10CetnOS Stream 990180270360450SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3333212393

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 22.04Ubuntu 23.10CetnOS Stream 9510152025SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 319.115.318.2

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 22.04Ubuntu 23.10CetnOS Stream 920406080100SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 381.156.292.5

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 22.04Ubuntu 23.10CetnOS Stream 9306090120150SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3133107144

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 22.04Ubuntu 23.10CetnOS Stream 93691215SE +/- 0.11, N = 8SE +/- 0.12, N = 3SE +/- 0.03, N = 312.1011.608.44

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 22.04Ubuntu 23.10CetnOS Stream 9918273645SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 334.827.440.2

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 22.04Ubuntu 23.10CetnOS Stream 980160240320400SE +/- 0.00, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3312214354

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyUbuntu 22.04Ubuntu 23.10CetnOS Stream 92004006008001000SE +/- 18.18, N = 15SE +/- 13.10, N = 15SE +/- 17.86, N = 15980.1887.3811.0MIN: 648.36 / MAX: 3175.49MIN: 616.29 / MAX: 2006.29MIN: 578.46 / MAX: 1640.36

Renaissance

Test: Random Forest

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestUbuntu 22.04Ubuntu 23.10CetnOS Stream 9400800120016002000SE +/- 33.63, N = 12SE +/- 21.05, N = 15SE +/- 11.24, N = 151861.61726.8750.0MIN: 1313.89 / MAX: 2805.42MIN: 1224.56 / MAX: 2715.07MIN: 592.48 / MAX: 1021.27

Renaissance

Test: Akka Unbalanced Cobwebbed Tree

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeUbuntu 22.04Ubuntu 23.10CetnOS Stream 911K22K33K44K55KSE +/- 565.20, N = 9SE +/- 795.59, N = 6SE +/- 129.80, N = 353510.746125.725411.0MIN: 36510.64 / MAX: 56207.73MIN: 31227.84 / MAX: 55200.52MIN: 19261.71 / MAX: 25651.88

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.3Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 22.04Ubuntu 23.10CetnOS Stream 930060090012001500SE +/- 7.30, N = 3SE +/- 11.12, N = 3SE +/- 15.46, N = 151355.751111.001420.58-lpthread - MIN: 1217.23MIN: 1070.67-lpthread - MIN: 1117.991. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

PostgreSQL

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

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

PostgreSQL

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

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

OpenRadioss

Model: Bumper Beam

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

OpenRadioss

Model: Rubber O-Ring Seal Installation

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

OpenRadioss

Model: INIVOL and Fluid Structure Interaction Drop Container

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

libavif avifenc

Encoder Speed: 6

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

libavif avifenc

Encoder Speed: 6, Lossless

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

libavif avifenc

Encoder Speed: 10, Lossless

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

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: BMW27 - Compute: CPU-OnlyUbuntu 22.04Ubuntu 23.10CetnOS Stream 9510152025SE +/- 0.28, N = 3SE +/- 0.06, N = 3SE +/- 0.26, N = 321.9918.9221.66

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Classroom - Compute: CPU-OnlyUbuntu 22.04Ubuntu 23.10CetnOS Stream 91224364860SE +/- 0.22, N = 3SE +/- 0.29, N = 3SE +/- 0.35, N = 353.7145.1754.40

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyUbuntu 22.04Ubuntu 23.10CetnOS Stream 960120180240300286.26281.13196.97

Phoronix Test Suite v10.8.4