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&grs&sor.

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 23.10memcached: 1:10tensorflow: CPU - 16 - ResNet-50kvazaar: Bosphorus 4K - Ultra Fastopenssl: uvg266: Bosphorus 4K - Mediumuvg266: Bosphorus 4K - Slowrenaissance: Akka Unbalanced Cobwebbed Treevvenc: Bosphorus 4K - Fastpyperformance: gopyperformance: raytracepyperformance: chaostensorflow: CPU - 256 - ResNet-50pyperformance: floatpyperformance: pickle_pure_pythonsvt-av1: Preset 4 - Bosphorus 4Kpyperformance: crypto_pyaespyperformance: nbodynamd: ATPase Simulation - 327,506 Atomspyperformance: django_templateappleseed: Emilypyperformance: python_startuppyperformance: regex_compilepybench: Total For Average Test Timesliquid-dsp: 224 - 256 - 512onednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUopenssl: pyperformance: json_loadspyperformance: 2to3liquid-dsp: 128 - 256 - 512blender: Classroom - CPU-Onlyliquid-dsp: 224 - 256 - 32minibude: OpenMP - BM2minibude: OpenMP - BM2compress-7zip: Decompression Ratingblender: BMW27 - CPU-Onlyospray: gravity_spheres_volume/dim_512/pathtracer/real_timeliquid-dsp: 64 - 256 - 512nginx: 500ospray: gravity_spheres_volume/dim_512/ao/real_timepyperformance: pathlibopenradioss: Bumper Beamliquid-dsp: 128 - 256 - 32numpy: ospray: particle_volume/ao/real_timeavifenc: 6liquid-dsp: 64 - 256 - 32phpbench: PHP Benchmark Suitecompress-zstd: 8 - Decompression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 19, Long Mode - Decompression Speedospray: particle_volume/scivis/real_timeopenradioss: Rubber O-Ring Seal Installationcompress-7zip: Compression Ratingrocksdb: Update Randopenradioss: INIVOL and Fluid Structure Interaction Drop Containerrocksdb: Read Rand Write Randrocksdb: Rand Readpgbench: 100 - 1000 - Read Only - Average Latencypgbench: 100 - 1000 - Read Onlypgbench: 100 - 800 - Read Only - Average Latencypgbench: 100 - 800 - Read Onlyredis: SET - 500redis: GET - 500memcached: 1:100apache-iotdb: 800 - 100 - 800 - 400apache-iotdb: 800 - 100 - 800 - 400apache-iotdb: 800 - 100 - 500 - 400apache-iotdb: 800 - 100 - 500 - 400clickhouse: 100M Rows Hits Dataset, Third Runclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, First Run / Cold Cacheavifenc: 10, Losslessavifenc: 6, Losslessospray: gravity_spheres_volume/dim_512/scivis/real_timeoidn: RTLightmap.hdr.4096x4096 - CPU-Onlyoidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlyoidn: RT.hdr_alb_nrm.3840x2160 - CPU-Onlysvt-av1: Preset 8 - Bosphorus 4Kkvazaar: Bosphorus 4K - Very Fastembree: Pathtracer ISPC - Crowncompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 8 - Compression Speedrenaissance: Rand Forestrenaissance: Scala Dottyminibude: OpenMP - BM1minibude: OpenMP - BM1Ubuntu 22.04Ubuntu 23.10CetnOS Stream 9623717.4114.4823.9120245.38.548.0953510.72.54217633374.046.1976.93122.44181.194.40.3222534.8286.25764912.113375210513666671355.751349949.819.128093042000053.714253766667105.5722639.28837934721.999.28812667550000131549.8310.769314.297.393072100000439.9027.82684.88919756000009666343228.12823.22891.427.3593117.80256825103258142.476929973496361911.6206236061.2716318931882918.182807752.58500744.65577.2151342262351.8351368423177.66172.55156.547.3618.60410.421241.182.262.2725.39519.9036.739529.851.4942.11861.6980.197.3642434.0882122661.7213.7722.0648343.78.378.0346125.72.59911221251.140.7155.92142.51356.269.60.2858527.4281.13159711.610765413311333331111.001633733.215.3227109983333345.174985966667122.6843067.08944275118.9210.6486726810000147446.1411.840413.388.123342300000438.9029.52474.56720917000009507073264.92672.02822.828.6088113.602565651049957206934477560061.6006271311.2476416871912413.673005443.172390090.50562.9753536826327.4656791909190.49191.31182.906.7378.40012.57081.302.362.3124.47319.0339.283323.845.11341.51726.8887.3112.1062802.6381423570.1136.5954.8119529.020.4418.8425411.04.98820939390.169.6693.03544.03292.51030.4221840.2196.9725778.4414486110264333331420.581306301.318.226689615000054.404215333333104.4532611.31638376421.669.40785635815000130489.8312.031014.73069466667477.8127.498319589333339055733432.92832.82967.827.41672652301775982.762800090.631105057.79354.7983867107247.5975204801327.70327.13307.3713.10630.771.491.4858.21944.6437.372.11222.9750.0811.098.2492456.226OpenBenchmarking.org

Memcached

Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10Ubuntu 23.10CetnOS Stream 9Ubuntu 22.04500K1000K1500K2000K2500KSE +/- 30128.29, N = 15SE +/- 20152.18, N = 15SE +/- 7813.87, N = 152122661.721423570.11623717.411. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

TensorFlow

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

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

Kvazaar

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

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

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLUbuntu 23.10Ubuntu 22.04CetnOS Stream 910K20K30K40K50KSE +/- 257.40, N = 3SE +/- 184.59, N = 3SE +/- 30.42, N = 348343.720245.319529.01. Ubuntu 23.10: OpenSSL 3.0.10 1 Aug 2023 (Library: OpenSSL 3.0.10 1 Aug 2023)2. Ubuntu 22.04: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)3. CetnOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)

uvg266

Video Input: Bosphorus 4K - Video Preset: Medium

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

uvg266

Video Input: Bosphorus 4K - Video Preset: Slow

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

Renaissance

Test: Akka Unbalanced Cobwebbed Tree

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeCetnOS Stream 9Ubuntu 23.10Ubuntu 22.0411K22K33K44K55KSE +/- 129.80, N = 3SE +/- 795.59, N = 6SE +/- 565.20, N = 925411.046125.753510.7MIN: 19261.71 / MAX: 25651.88MIN: 31227.84 / MAX: 55200.52MIN: 36510.64 / MAX: 56207.73

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FastCetnOS Stream 9Ubuntu 23.10Ubuntu 22.041.12232.24463.36694.48925.6115SE +/- 0.052, N = 12SE +/- 0.035, N = 3SE +/- 0.015, N = 34.9882.5992.542-flto-flto1. (CXX) g++ options: -O3 -fno-fat-lto-objects -flto=auto

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 23.10Ubuntu 22.04CetnOS Stream 950100150200250SE +/- 0.81, N = 11SE +/- 0.33, N = 3SE +/- 0.33, N = 3112176209

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 23.10Ubuntu 22.04CetnOS Stream 990180270360450SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3212333393

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 23.10Ubuntu 22.04CetnOS Stream 920406080100SE +/- 0.18, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 351.174.090.1

TensorFlow

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

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

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 23.10Ubuntu 22.04CetnOS Stream 920406080100SE +/- 0.20, N = 3SE +/- 0.34, N = 3SE +/- 0.32, N = 355.976.993.0

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 23.10Ubuntu 22.04CetnOS Stream 980160240320400SE +/- 0.88, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3214312354

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 4KCetnOS Stream 9Ubuntu 23.10Ubuntu 22.040.90721.81442.72163.62884.536SE +/- 0.037, N = 7SE +/- 0.029, N = 3SE +/- 0.016, N = 134.0322.5132.4411. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 23.10Ubuntu 22.04CetnOS Stream 920406080100SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 356.281.192.5

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 23.10Ubuntu 22.04CetnOS Stream 920406080100SE +/- 0.38, N = 3SE +/- 0.52, N = 3SE +/- 0.33, N = 369.694.4103.0

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 23.10Ubuntu 22.04CetnOS Stream 90.0950.190.2850.380.475SE +/- 0.00315, N = 3SE +/- 0.00473, N = 15SE +/- 0.00519, N = 150.285850.322250.42218

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 23.10Ubuntu 22.04CetnOS Stream 9918273645SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 327.434.840.2

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyCetnOS Stream 9Ubuntu 23.10Ubuntu 22.0460120180240300196.97281.13286.26

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupCetnOS Stream 9Ubuntu 23.10Ubuntu 22.043691215SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 88.4411.6012.10

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 23.10Ubuntu 22.04CetnOS Stream 9306090120150SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3107133144

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 23.10Ubuntu 22.04CetnOS Stream 92004006008001000SE +/- 1.67, N = 3SE +/- 0.88, N = 3SE +/- 3.06, N = 3654752861

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 23.10Ubuntu 22.04CetnOS Stream 9300M600M900M1200M1500MSE +/- 4883418.66, N = 3SE +/- 7056990.23, N = 3SE +/- 3808032.45, N = 31331133333105136666710264333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 23.10Ubuntu 22.04CetnOS Stream 930060090012001500SE +/- 11.12, N = 3SE +/- 7.30, N = 3SE +/- 15.46, N = 151111.001355.751420.58MIN: 1070.67-lpthread - MIN: 1217.23-lpthread - MIN: 1117.991. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLUbuntu 23.10Ubuntu 22.04CetnOS Stream 9300K600K900K1200K1500KSE +/- 3688.90, N = 3SE +/- 3325.21, N = 3SE +/- 2095.90, N = 31633733.21349949.81306301.31. Ubuntu 23.10: OpenSSL 3.0.10 1 Aug 2023 (Library: OpenSSL 3.0.10 1 Aug 2023)2. Ubuntu 22.04: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)3. CetnOS Stream 9: OpenSSL 3.0.7 1 Nov 2022 (Library: OpenSSL 3.0.7 1 Nov 2022)

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 23.10CetnOS Stream 9Ubuntu 22.04510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 315.318.219.1

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 23.10CetnOS Stream 9Ubuntu 22.0460120180240300SE +/- 2.24, N = 5SE +/- 0.00, N = 3SE +/- 2.60, N = 3227266280

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 23.10Ubuntu 22.04CetnOS Stream 9200M400M600M800M1000MSE +/- 4217951.06, N = 3SE +/- 7247277.65, N = 3SE +/- 1964544.05, N = 310998333339304200008961500001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Classroom - Compute: CPU-OnlyUbuntu 23.10Ubuntu 22.04CetnOS Stream 91224364860SE +/- 0.29, N = 3SE +/- 0.22, N = 3SE +/- 0.35, N = 345.1753.7154.40

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 23.10Ubuntu 22.04CetnOS Stream 91100M2200M3300M4400M5500MSE +/- 60655704.14, N = 3SE +/- 15689947.24, N = 3SE +/- 6044648.69, N = 34985966667425376666742153333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

miniBUDE

Implementation: OpenMP - Input Deck: BM2

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Ubuntu 23.10Ubuntu 22.04CetnOS Stream 9306090120150SE +/- 0.86, N = 15SE +/- 1.27, N = 4SE +/- 0.76, N = 11122.68105.57104.451. (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 23.10Ubuntu 22.04CetnOS Stream 97001400210028003500SE +/- 21.39, N = 15SE +/- 31.78, N = 4SE +/- 19.00, N = 113067.092639.292611.321. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingUbuntu 23.10CetnOS Stream 9Ubuntu 22.0490K180K270K360K450KSE +/- 1075.58, N = 5SE +/- 5126.04, N = 3SE +/- 5913.92, N = 34427513837643793471. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: BMW27 - Compute: CPU-OnlyUbuntu 23.10CetnOS Stream 9Ubuntu 22.04510152025SE +/- 0.06, N = 3SE +/- 0.26, N = 3SE +/- 0.28, N = 318.9221.6621.99

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 23.10CetnOS Stream 9Ubuntu 22.043691215SE +/- 0.11480, N = 5SE +/- 0.12004, N = 15SE +/- 0.10483, N = 1510.648609.407859.28812

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 23.10Ubuntu 22.04CetnOS Stream 9160M320M480M640M800MSE +/- 4144647.15, N = 3SE +/- 5495610.37, N = 3SE +/- 7450656.01, N = 47268100006675500006358150001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

nginx

Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500Ubuntu 23.10Ubuntu 22.04CetnOS Stream 930K60K90K120K150KSE +/- 199.78, N = 3SE +/- 836.61, N = 3SE +/- 931.68, N = 3147446.14131549.83130489.831. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

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_timeCetnOS Stream 9Ubuntu 23.10Ubuntu 22.043691215SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.13, N = 312.0311.8410.77

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 23.10Ubuntu 22.04CetnOS Stream 948121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 313.314.214.7

OpenRadioss

Model: Bumper Beam

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamUbuntu 23.10Ubuntu 22.0420406080100SE +/- 0.35, N = 3SE +/- 0.44, N = 388.1297.39

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 23.10Ubuntu 22.04CetnOS Stream 9700M1400M2100M2800M3500MSE +/- 2771281.29, N = 3SE +/- 13675647.46, N = 3SE +/- 3663028.50, N = 33342300000307210000030694666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Numpy Benchmark

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

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeUbuntu 23.10Ubuntu 22.04CetnOS Stream 9714212835SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 329.5227.8327.50

libavif avifenc

Encoder Speed: 6

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6Ubuntu 23.10Ubuntu 22.041.12.23.34.45.5SE +/- 0.066, N = 15SE +/- 0.036, N = 154.5674.8891. (CXX) g++ options: -O3 -fPIC -lm

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 23.10Ubuntu 22.04CetnOS Stream 9400M800M1200M1600M2000MSE +/- 1401189.97, N = 3SE +/- 4460194.32, N = 3SE +/- 2968913.01, N = 32091700000197560000019589333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedCetnOS Stream 9Ubuntu 23.10Ubuntu 22.047001400210028003500SE +/- 14.11, N = 15SE +/- 11.77, N = 12SE +/- 29.89, N = 123432.93264.93228.11. CetnOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Ubuntu 23.10: *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***3. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 19 - Decompression Speed

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 ***

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

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 ***

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeUbuntu 23.10CetnOS Stream 9Ubuntu 22.04714212835SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.18, N = 328.6127.4227.36

OpenRadioss

Model: Rubber O-Ring Seal Installation

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationUbuntu 23.10Ubuntu 22.04306090120150SE +/- 0.21, N = 3SE +/- 0.52, N = 3113.60117.80

7-Zip Compression

Test: Compression Rating

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

RocksDB

Test: Update Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Update RandomUbuntu 23.10Ubuntu 22.0420K40K60K80K100KSE +/- 347.07, N = 3SE +/- 979.86, N = 61049951032581. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

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

PHPBench

PHP Benchmark Suite

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

nginx

Connections: 500

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

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: Update Random

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

RocksDB

Test: Random Read

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

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

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

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

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

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

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

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

OpenSSL

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

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: 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: 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: 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: 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: 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

Numpy Benchmark

OpenBenchmarking.orgScore Per Watt, More Is BetterNumpy BenchmarkUbuntu 22.040.29210.58420.87631.16841.46051.298

7-Zip Compression

Test: Decompression Rating

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

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/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/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: 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: 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

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

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: 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

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

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

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

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

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

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

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

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

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: 19 - Decompression Speed

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

Zstd Compression

Compression Level: 8 - Decompression Speed

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

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 Per Watt, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Ubuntu 22.040.04590.09180.13770.18360.22950.204

RocksDB

Test: Read Random Write Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read Random Write RandomUbuntu 23.10Ubuntu 22.04150K300K450K600K750KSE +/- 11561.12, N = 15SE +/- 3631.47, N = 37206936929971. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random ReadUbuntu 23.10Ubuntu 22.04100M200M300M400M500MSE +/- 8608514.09, N = 15SE +/- 2596603.43, N = 114477560063496361911. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

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 23.10Ubuntu 22.040.36450.7291.09351.4581.8225SE +/- 0.027, N = 12SE +/- 0.049, N = 121.6001.6201. (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 23.10Ubuntu 22.04130K260K390K520K650KSE +/- 11091.81, N = 12SE +/- 18940.33, N = 126271316236061. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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 23.10Ubuntu 22.040.2860.5720.8581.1441.43SE +/- 0.012, N = 3SE +/- 0.027, N = 91.2471.2711. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 800 - Mode: Read OnlyUbuntu 23.10Ubuntu 22.04140K280K420K560K700KSE +/- 5997.89, N = 3SE +/- 14209.40, N = 96416876318931. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Redis

Test: SET - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 500Ubuntu 23.10Ubuntu 22.04CetnOS Stream 9400K800K1200K1600K2000KSE +/- 48383.14, N = 12SE +/- 28736.18, N = 15SE +/- 46425.37, N = 151912413.671882918.181775982.761. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: GET - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 500Ubuntu 23.10Ubuntu 22.04CetnOS Stream 9600K1200K1800K2400K3000KSE +/- 110086.29, N = 12SE +/- 60261.21, N = 12SE +/- 76882.37, N = 153005443.172807752.582800090.631. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Memcached

Set To Get Ratio: 1:100

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100Ubuntu 23.10CetnOS Stream 9Ubuntu 22.04500K1000K1500K2000K2500KSE +/- 33757.80, N = 15SE +/- 17206.36, N = 15SE +/- 3294.51, N = 32390090.501105057.79500744.651. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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: 400CetnOS Stream 9Ubuntu 23.10Ubuntu 22.04120240360480600SE +/- 2.39, N = 3SE +/- 18.52, N = 9SE +/- 20.90, N = 9354.79562.97577.21MAX: 30496.52MAX: 43022.26MAX: 48250.35

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: 400CetnOS Stream 9Ubuntu 23.10Ubuntu 22.0420M40M60M80M100MSE +/- 326046.75, N = 3SE +/- 1372563.16, N = 9SE +/- 1382666.67, N = 9838671075353682651342262

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: 400CetnOS Stream 9Ubuntu 23.10Ubuntu 22.0480160240320400SE +/- 1.24, N = 3SE +/- 13.13, N = 12SE +/- 4.16, N = 12247.59327.46351.83MAX: 30252.36MAX: 46878.31MAX: 33320.78

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: 400CetnOS Stream 9Ubuntu 23.10Ubuntu 22.0416M32M48M64M80MSE +/- 765735.47, N = 3SE +/- 1514692.70, N = 12SE +/- 506019.03, N = 12752048015679190951368423

ClickHouse

100M Rows Hits Dataset, Third Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunCetnOS Stream 9Ubuntu 23.10Ubuntu 22.0470140210280350SE +/- 11.08, N = 12SE +/- 2.81, N = 9SE +/- 4.50, N = 3327.70190.49177.66MIN: 35.11 / MAX: 5000MIN: 31.17 / MAX: 1935.48MIN: 31.4 / MAX: 1621.62

ClickHouse

100M Rows Hits Dataset, Second Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second RunCetnOS Stream 9Ubuntu 23.10Ubuntu 22.0470140210280350SE +/- 11.59, N = 12SE +/- 2.68, N = 9SE +/- 3.35, N = 3327.13191.31172.55MIN: 36.99 / MAX: 5000MIN: 29.78 / MAX: 1764.71MIN: 24.51 / MAX: 2068.97

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 CacheCetnOS Stream 9Ubuntu 23.10Ubuntu 22.0470140210280350SE +/- 11.09, N = 12SE +/- 1.70, N = 9SE +/- 2.07, N = 3307.37182.90156.54MIN: 25.4 / MAX: 5000MIN: 28.16 / MAX: 2142.86MIN: 9.6 / MAX: 2500

libavif avifenc

Encoder Speed: 10, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 10, LosslessUbuntu 23.10Ubuntu 22.04246810SE +/- 0.108, N = 15SE +/- 0.120, N = 156.7377.3611. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessUbuntu 23.10Ubuntu 22.04246810SE +/- 0.139, N = 15SE +/- 0.120, N = 128.4008.6041. (CXX) g++ options: -O3 -fPIC -lm

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_timeCetnOS Stream 9Ubuntu 23.10Ubuntu 22.043691215SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 1513.1112.5710.42

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 23.10Ubuntu 22.04CetnOS Stream 90.29250.5850.87751.171.4625SE +/- 0.01, N = 15SE +/- 0.01, N = 5SE +/- 0.03, N = 121.301.180.77

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 23.10Ubuntu 22.04CetnOS Stream 90.5311.0621.5932.1242.655SE +/- 0.02, N = 15SE +/- 0.02, N = 15SE +/- 0.04, N = 122.362.261.49

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 23.10Ubuntu 22.04CetnOS Stream 90.51981.03961.55942.07922.599SE +/- 0.03, N = 15SE +/- 0.03, N = 15SE +/- 0.07, N = 152.312.271.48

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

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

Kvazaar

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

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

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: CrownUbuntu 23.10Ubuntu 22.04918273645SE +/- 1.87, N = 15SE +/- 0.95, N = 1239.2836.74MIN: 25.7 / MAX: 67.66MIN: 22.41 / MAX: 55.39

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

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 ***

Zstd Compression

Compression Level: 19 - Compression Speed

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 ***

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedUbuntu 23.10CetnOS Stream 9Ubuntu 22.0430060090012001500SE +/- 39.47, N = 12SE +/- 31.39, N = 15SE +/- 20.54, N = 121341.51222.9942.11. Ubuntu 23.10: *** Zstandard CLI (64-bit) v1.5.5, by Yann Collet ***2. CetnOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***3. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Renaissance

Test: Random Forest

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestCetnOS Stream 9Ubuntu 23.10Ubuntu 22.04400800120016002000SE +/- 11.24, N = 15SE +/- 21.05, N = 15SE +/- 33.63, N = 12750.01726.81861.6MIN: 592.48 / MAX: 1021.27MIN: 1224.56 / MAX: 2715.07MIN: 1313.89 / MAX: 2805.42

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyCetnOS Stream 9Ubuntu 23.10Ubuntu 22.042004006008001000SE +/- 17.86, N = 15SE +/- 13.10, N = 15SE +/- 18.18, N = 15811.0887.3980.1MIN: 578.46 / MAX: 1640.36MIN: 616.29 / MAX: 2006.29MIN: 648.36 / MAX: 3175.49

miniBUDE

Implementation: OpenMP - Input Deck: BM1

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Ubuntu 23.10CetnOS Stream 9Ubuntu 22.04306090120150SE +/- 1.48, N = 3SE +/- 2.05, N = 15SE +/- 2.22, N = 15112.1198.2597.361. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

miniBUDE

Implementation: OpenMP - Input Deck: BM1

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Ubuntu 23.10CetnOS Stream 9Ubuntu 22.046001200180024003000SE +/- 36.89, N = 3SE +/- 51.22, N = 15SE +/- 55.61, N = 152802.642456.232434.091. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Phoronix Test Suite v10.8.5