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&grw&sro.

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 23.10compress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedopenssl: compress-zstd: 19 - Compression Speedopenssl: compress-zstd: 8 - Compression Speedrenaissance: Scala Dottyrenaissance: Rand Forestrenaissance: Akka Unbalanced Cobwebbed Treeminibude: OpenMP - BM1minibude: OpenMP - BM1minibude: OpenMP - BM2minibude: OpenMP - BM2openradioss: Bumper Beamopenradioss: Rubber O-Ring Seal Installationopenradioss: INIVOL and Fluid Structure Interaction Drop Containertensorflow: CPU - 16 - ResNet-50tensorflow: CPU - 256 - ResNet-50numpy: namd: ATPase Simulation - 327,506 Atomsonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Ultra Fastsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Kblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyuvg266: Bosphorus 4K - Slowuvg266: Bosphorus 4K - Mediumvvenc: Bosphorus 4K - Fastavifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessembree: Pathtracer ISPC - Crownoidn: RT.hdr_alb_nrm.3840x2160 - CPU-Onlyoidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlyoidn: RTLightmap.hdr.4096x4096 - CPU-Onlyospray: 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_timeappleseed: Emilypyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonliquid-dsp: 64 - 256 - 32liquid-dsp: 128 - 256 - 32liquid-dsp: 224 - 256 - 32liquid-dsp: 64 - 256 - 512liquid-dsp: 128 - 256 - 512liquid-dsp: 224 - 256 - 512nginx: 500phpbench: PHP Benchmark Suiteapache-iotdb: 800 - 100 - 500 - 400apache-iotdb: 800 - 100 - 500 - 400apache-iotdb: 800 - 100 - 800 - 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 Runmemcached: 1:10memcached: 1:100redis: GET - 500redis: SET - 500rocksdb: Rand Readrocksdb: Update Randrocksdb: Read Rand Write Randpgbench: 100 - 800 - Read Onlypgbench: 100 - 800 - Read Only - Average Latencypgbench: 100 - 1000 - Read Onlypgbench: 100 - 1000 - Read Only - Average Latencypybench: Total For Average Test TimesUbuntu 22.04Ubuntu 23.10CetnOS Stream 92891.43228.12823.229.81349949.851.420245.3942.1980.11861.653510.72434.08897.3642639.288105.57297.39117.80142.4714.4846.19439.900.322251355.7525682537934719.9023.912.44125.39521.9953.718.098.542.5424.8898.6047.36136.73952.272.261.1827.826827.359310.769310.421249.28812286.25764917628074.076.994.414.233319.181.113312.134.83121975600000307210000042537666676675500009304200001051366667131549.8396663451368423351.8351342262577.21156.54172.55177.66623717.41500744.652807752.581882918.183496361911032586929976318931.2716236061.6207522822.83264.92672.023.81633733.245.148343.71341.5887.31726.846125.72802.638112.1063067.089122.68488.12113.6013.7740.71438.900.285851111.0025656544275119.0322.062.51324.47318.9245.178.038.372.5994.5678.4006.73739.28332.312.361.3029.524728.608811.840412.570810.6486281.13159711222751.155.969.613.321215.356.210711.627.421420917000003342300000498596666772681000010998333331331133333147446.1495070756791909327.4653536826562.97182.90191.31190.492122661.722390090.503005443.171912413.674477560061049957206936416871.2476271311.6006542967.83432.92832.837.31306301.372.119529.01222.9811.0750.025411.02456.22698.2492611.316104.45336.5969.66477.810.422181420.5826523038376444.6454.814.03258.21921.6654.4018.8420.444.9881.481.490.7727.498327.416712.031013.10639.40785196.97257720926690.193.010314.739318.292.51448.4440.23541958933333306946666742153333336358150008961500001026433333130489.8390557375204801247.5983867107354.79307.37327.13327.701423570.111105057.792800090.631775982.76861OpenBenchmarking.org

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 ***

Zstd Compression

Compression Level: 8 - Decompression Speed

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

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 - 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 ***

OpenSSL

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

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 ***

OpenSSL

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

Zstd Compression

Compression Level: 8 - Compression Speed

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

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyCetnOS Stream 9Ubuntu 22.04Ubuntu 23.102004006008001000SE +/- 17.86, N = 15SE +/- 18.18, N = 15SE +/- 13.10, N = 15811.0980.1887.3MIN: 578.46 / MAX: 1640.36MIN: 648.36 / MAX: 3175.49MIN: 616.29 / MAX: 2006.29

Renaissance

Test: Random Forest

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

Renaissance

Test: Akka Unbalanced Cobwebbed Tree

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

miniBUDE

Implementation: OpenMP - Input Deck: BM1

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

miniBUDE

Implementation: OpenMP - Input Deck: BM1

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

miniBUDE

Implementation: OpenMP - Input Deck: BM2

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

miniBUDE

Implementation: OpenMP - Input Deck: BM2

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

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

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

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

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

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsCetnOS Stream 9Ubuntu 22.04Ubuntu 23.100.0950.190.2850.380.475SE +/- 0.00519, N = 15SE +/- 0.00473, N = 15SE +/- 0.00315, N = 30.422180.322250.28585

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

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

7-Zip Compression

Test: Decompression Rating

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

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

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

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 22.04Ubuntu 23.100.90721.81442.72163.62884.536SE +/- 0.037, N = 7SE +/- 0.016, N = 13SE +/- 0.029, N = 34.0322.4412.5131. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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

Blender

Blend File: BMW27 - Compute: CPU-Only

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

Blender

Blend File: Classroom - Compute: CPU-Only

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

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

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

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 22.04Ubuntu 23.101.12232.24463.36694.48925.6115SE +/- 0.052, N = 12SE +/- 0.015, N = 3SE +/- 0.035, N = 34.9882.5422.599-flto-flto1. (CXX) g++ options: -O3 -fno-fat-lto-objects -flto=auto

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

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

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-OnlyCetnOS Stream 9Ubuntu 22.04Ubuntu 23.100.51981.03961.55942.07922.599SE +/- 0.07, N = 15SE +/- 0.03, N = 15SE +/- 0.03, N = 151.482.272.31

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-OnlyCetnOS Stream 9Ubuntu 22.04Ubuntu 23.100.5311.0621.5932.1242.655SE +/- 0.04, N = 12SE +/- 0.02, N = 15SE +/- 0.02, N = 151.492.262.36

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-OnlyCetnOS Stream 9Ubuntu 22.04Ubuntu 23.100.29250.5850.87751.171.4625SE +/- 0.03, N = 12SE +/- 0.01, N = 5SE +/- 0.01, N = 150.771.181.30

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeCetnOS Stream 9Ubuntu 22.04Ubuntu 23.10714212835SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 327.5027.8329.52

OSPRay

Benchmark: particle_volume/scivis/real_time

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

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 22.04Ubuntu 23.103691215SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.14, N = 312.0310.7711.84

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 22.04Ubuntu 23.103691215SE +/- 0.08, N = 3SE +/- 0.17, N = 15SE +/- 0.06, N = 313.1110.4212.57

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_timeCetnOS Stream 9Ubuntu 22.04Ubuntu 23.103691215SE +/- 0.12004, N = 15SE +/- 0.10483, N = 15SE +/- 0.11480, N = 59.407859.2881210.64860

Appleseed

Scene: Emily

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

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goCetnOS Stream 9Ubuntu 22.04Ubuntu 23.1050100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.81, N = 11209176112

PyPerformance

Benchmark: 2to3

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

PyPerformance

Benchmark: chaos

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

PyPerformance

Benchmark: float

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

PyPerformance

Benchmark: nbody

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

PyPerformance

Benchmark: pathlib

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

PyPerformance

Benchmark: raytrace

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

PyPerformance

Benchmark: json_loads

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

PyPerformance

Benchmark: crypto_pyaes

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

PyPerformance

Benchmark: regex_compile

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

PyPerformance

Benchmark: python_startup

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

PyPerformance

Benchmark: django_template

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

PyPerformance

Benchmark: pickle_pure_python

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

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: 32CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10400M800M1200M1600M2000MSE +/- 2968913.01, N = 3SE +/- 4460194.32, N = 3SE +/- 1401189.97, N = 31958933333197560000020917000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 32CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10700M1400M2100M2800M3500MSE +/- 3663028.50, N = 3SE +/- 13675647.46, N = 3SE +/- 2771281.29, N = 33069466667307210000033423000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 32CetnOS Stream 9Ubuntu 22.04Ubuntu 23.101100M2200M3300M4400M5500MSE +/- 6044648.69, N = 3SE +/- 15689947.24, N = 3SE +/- 60655704.14, N = 34215333333425376666749859666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 512CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10160M320M480M640M800MSE +/- 7450656.01, N = 4SE +/- 5495610.37, N = 3SE +/- 4144647.15, N = 36358150006675500007268100001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 512CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10200M400M600M800M1000MSE +/- 1964544.05, N = 3SE +/- 7247277.65, N = 3SE +/- 4217951.06, N = 389615000093042000010998333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 512CetnOS Stream 9Ubuntu 22.04Ubuntu 23.10300M600M900M1200M1500MSE +/- 3808032.45, N = 3SE +/- 7056990.23, N = 3SE +/- 4883418.66, N = 31026433333105136666713311333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

nginx

Connections: 500

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

PHPBench

PHP Benchmark Suite

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

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 22.04Ubuntu 23.1016M32M48M64M80MSE +/- 765735.47, N = 3SE +/- 506019.03, N = 12SE +/- 1514692.70, N = 12752048015136842356791909

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 22.04Ubuntu 23.1080160240320400SE +/- 1.24, N = 3SE +/- 4.16, N = 12SE +/- 13.13, N = 12247.59351.83327.46MAX: 30252.36MAX: 33320.78MAX: 46878.31

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 22.04Ubuntu 23.1020M40M60M80M100MSE +/- 326046.75, N = 3SE +/- 1382666.67, N = 9SE +/- 1372563.16, N = 9838671075134226253536826

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 22.04Ubuntu 23.10120240360480600SE +/- 2.39, N = 3SE +/- 20.90, N = 9SE +/- 18.52, N = 9354.79577.21562.97MAX: 30496.52MAX: 48250.35MAX: 43022.26

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 22.04Ubuntu 23.1070140210280350SE +/- 11.09, N = 12SE +/- 2.07, N = 3SE +/- 1.70, N = 9307.37156.54182.90MIN: 25.4 / MAX: 5000MIN: 9.6 / MAX: 2500MIN: 28.16 / MAX: 2142.86

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 22.04Ubuntu 23.1070140210280350SE +/- 11.59, N = 12SE +/- 3.35, N = 3SE +/- 2.68, N = 9327.13172.55191.31MIN: 36.99 / MAX: 5000MIN: 24.51 / MAX: 2068.97MIN: 29.78 / MAX: 1764.71

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 22.04Ubuntu 23.1070140210280350SE +/- 11.08, N = 12SE +/- 4.50, N = 3SE +/- 2.81, N = 9327.70177.66190.49MIN: 35.11 / MAX: 5000MIN: 31.4 / MAX: 1621.62MIN: 31.17 / MAX: 1935.48

Memcached

Set To Get Ratio: 1:10

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

Memcached

Set To Get Ratio: 1:100

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

Redis

Test: GET - Parallel Connections: 500

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

Redis

Test: SET - Parallel Connections: 500

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

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

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: 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

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

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

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesCetnOS Stream 9Ubuntu 22.04Ubuntu 23.102004006008001000SE +/- 3.06, N = 3SE +/- 0.88, N = 3SE +/- 1.67, N = 3861752654

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

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

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 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

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

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

7-Zip Compression

Test: Decompression Rating

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

Numpy Benchmark

OpenBenchmarking.orgScore Per Watt, More Is BetterNumpy BenchmarkUbuntu 22.040.29210.58420.87631.16841.46051.298

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

OpenSSL

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

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

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

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

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

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

RocksDB

Test: Read Random Write Random

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

nginx

Connections: 500

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

PHPBench

PHP Benchmark Suite

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

Phoronix Test Suite v10.8.5