Benchmarks for a future article.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2403025-NE-2402297NE31 Linux Distros Emerald Rapids - Phoronix Test Suite Linux Distros Emerald Rapids Benchmarks for a future article.
HTML result view exported from: https://openbenchmarking.org/result/2403025-NE-2402297NE31&sro&grt .
Linux Distros Emerald Rapids Processor Motherboard Chipset Memory Disk Graphics Network OS Kernel Compiler File-System Screen Resolution Desktop Display Server Ubuntu Linux 23.10 CentOS Stream 9 Fedora Server 39 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads) Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS) Intel Device 1bce 1008GB 3201GB Micron_7450_MTFDKCB3T2TFS ASPEED 2 x Intel X710 for 10GBASE-T Ubuntu 23.10 6.5.0-17-generic (x86_64) GCC 13.2.0 ext4 1024x768 3201GB Micron_7450_MTFDKCB3T2TFS + 257GB Flash Drive CentOS Stream 9 5.14.0-419.el9.x86_64 (x86_64) GNOME Shell 40.10 X Server GCC 11.4.1 20231218 xfs 1920x1200 Fedora Linux 39 6.7.6-200.fc39.x86_64 (x86_64) GCC 13.2.1 20231205 1024x768 OpenBenchmarking.org Kernel Details - Ubuntu Linux 23.10: Transparent Huge Pages: madvise - CentOS Stream 9: Transparent Huge Pages: always - Fedora Server 39: Transparent Huge Pages: madvise Compiler Details - Ubuntu Linux 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 - CentOS 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 - Fedora Server 39: --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-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,m2,lto --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-multilib --enable-offload-defaulted --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-libstdcxx-zoneinfo=/usr/share/zoneinfo --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver Processor Details - Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x21000161 Python Details - Ubuntu Linux 23.10: Python 3.11.6 - CentOS Stream 9: Python 3.9.18 - Fedora Server 39: Python 3.12.2 Security Details - Ubuntu Linux 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 - CentOS 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_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 - Fedora Server 39: 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_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
Linux Distros Emerald Rapids compress-7zip: Compression Rating compress-7zip: Decompression Rating mt-dgemm: Sustained Floating-Point Rate clickhouse: 100M Rows Hits Dataset, First Run / Cold Cache clickhouse: 100M Rows Hits Dataset, Second Run clickhouse: 100M Rows Hits Dataset, Third Run cloverleaf: clover_bm16 cloverleaf: clover_bm64_short easywave: e2Asean Grid + BengkuluSept2007 Source - 2400 embree: Pathtracer ISPC - Crown embree: Pathtracer ISPC - Asian Dragon gpaw: Carbon Nanotube graph500: 26 graph500: 26 graph500: 26 graph500: 26 gromacs: MPI CPU - water_GMX50_bare hpcg: 104 104 104 - 60 hpcg: 144 144 144 - 60 oidn: RT.hdr_alb_nrm.3840x2160 - CPU-Only oidn: RT.ldr_alb_nrm.3840x2160 - CPU-Only oidn: RTLightmap.hdr.4096x4096 - CPU-Only lammps: 20k Atoms lammps: Rhodopsin Protein lczero: BLAS lczero: Eigen memcached: 1:10 memcached: 1:100 namd: ATPase with 327,506 Atoms namd: STMV with 1,066,628 Atoms deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Stream deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Stream deepsparse: ResNet-50, Baseline - Asynchronous Multi-Stream deepsparse: ResNet-50, Baseline - Asynchronous Multi-Stream deepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Stream deepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream deepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Stream deepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream deepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream deepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream nwchem: C240 Buckyball openvino: Person Detection FP16 - CPU openvino: Person Detection FP16 - CPU openvino: Face Detection FP16-INT8 - CPU openvino: Face Detection FP16-INT8 - CPU openvino: Vehicle Detection FP16-INT8 - CPU openvino: Vehicle Detection FP16-INT8 - CPU openvino: Face Detection Retail FP16-INT8 - CPU openvino: Face Detection Retail FP16-INT8 - CPU openvino: Road Segmentation ADAS FP16-INT8 - CPU openvino: Road Segmentation ADAS FP16-INT8 - CPU openvino: Machine Translation EN To DE FP16 - CPU openvino: Machine Translation EN To DE FP16 - CPU openvino: Weld Porosity Detection FP16-INT8 - CPU openvino: Weld Porosity Detection FP16-INT8 - CPU openvino: Person Vehicle Bike Detection FP16 - CPU openvino: Person Vehicle Bike Detection FP16 - CPU openvino: Handwritten English Recognition FP16-INT8 - CPU openvino: Handwritten English Recognition FP16-INT8 - CPU openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU openvkl: vklBenchmarkCPU ISPC ospray: particle_volume/ao/real_time ospray: particle_volume/scivis/real_time ospray: particle_volume/pathtracer/real_time ospray: gravity_spheres_volume/dim_512/ao/real_time ospray: gravity_spheres_volume/dim_512/scivis/real_time ospray: gravity_spheres_volume/dim_512/pathtracer/real_time ospray-studio: 1 - 4K - 1 - Path Tracer - CPU ospray-studio: 2 - 4K - 1 - Path Tracer - CPU ospray-studio: 3 - 4K - 1 - Path Tracer - CPU ospray-studio: 1 - 4K - 16 - Path Tracer - CPU ospray-studio: 1 - 4K - 32 - Path Tracer - CPU ospray-studio: 2 - 4K - 16 - Path Tracer - CPU ospray-studio: 2 - 4K - 32 - Path Tracer - CPU ospray-studio: 3 - 4K - 16 - Path Tracer - CPU ospray-studio: 3 - 4K - 32 - Path Tracer - CPU ospray-studio: 1 - 1080p - 1 - Path Tracer - CPU ospray-studio: 2 - 1080p - 1 - Path Tracer - CPU ospray-studio: 3 - 1080p - 1 - Path Tracer - CPU ospray-studio: 1 - 1080p - 16 - Path Tracer - CPU ospray-studio: 1 - 1080p - 32 - Path Tracer - CPU ospray-studio: 2 - 1080p - 16 - Path Tracer - CPU ospray-studio: 2 - 1080p - 32 - Path Tracer - CPU ospray-studio: 3 - 1080p - 16 - Path Tracer - CPU ospray-studio: 3 - 1080p - 32 - Path Tracer - CPU pgbench: 100 - 1000 - Read Only pgbench: 100 - 1000 - Read Only - Average Latency pgbench: 100 - 1000 - Read Write pgbench: 100 - 1000 - Read Write - Average Latency quicksilver: CTS2 quicksilver: CORAL2 P1 quicksilver: CORAL2 P2 rawtherapee: Total Benchmark Time redis: GET - 500 redis: SET - 500 rocksdb: Rand Read rocksdb: Update Rand rocksdb: Read While Writing rocksdb: Read Rand Write Rand speedb: Rand Read svt-av1: Preset 4 - Bosphorus 4K svt-av1: Preset 8 - Bosphorus 4K svt-av1: Preset 12 - Bosphorus 4K svt-av1: Preset 13 - Bosphorus 4K tensorflow: CPU - 512 - ResNet-50 vvenc: Bosphorus 4K - Fast vvenc: Bosphorus 4K - Faster incompact3d: X3D-benchmarking input.i3d y-cruncher: 1B y-cruncher: 5B Ubuntu Linux 23.10 CentOS Stream 9 Fedora Server 39 464813 455056 37.971018 205.20 214.31 215.62 279.21 32.10 177.754 100.3399 144.9195 38.637 1226550000 1289580000 483534000 664991000 9.630 71.1371 69.3362 4.53 4.54 2.18 56.683 37.518 15 380 3370014.38 3477137.28 4.70711 1.49004 132.6789 478.7631 4547.5395 14.0573 1837.1113 34.7603 11099.6440 5.7515 829.5063 77.0180 155.8178 409.0089 1826.0447 34.9884 853.2079 74.8838 1223.1639 52.2774 176.5691 361.2877 1866.2259 34.2545 133.2063 477.1362 1750.3 375.75 85.06 519.83 245.98 8901.61 14.37 24570.10 5.20 2377.90 53.79 1143.25 27.93 43516.98 2.85 10033.95 12.74 3217.84 39.76 61020.16 0.80 2821 20.6546 20.7725 82.9700 28.6088 28.9162 32.3212 914 911 1079 12086 32279 12243 33174 14508 37285 234 233 276 3718 6448 3694 6324 4353 7321 679317 1.489 39542 25.616 7680222 5931500 6744778 129.079 1541713.80 2134872.89 599822046 125560 9775989 955461 600703384 2.307 21.317 66.857 66.430 73.12 2.785 5.611 169.178579 7.207 29.821 751070 434200 63.635840 183.62 200.18 201.05 314.49 25.01 205.005 105.6194 177.7960 1464120000 1499600000 466398000 640794000 5.939 71.1332 69.1728 5.04 4.90 2.51 57.836 39.795 3337339.10 2615816.73 3.20328 0.50251 132.9101 478.0315 4462.5255 14.3182 1863.3429 34.2906 11022.3020 5.7833 827.9914 77.1671 152.5678 416.6816 1866.5153 34.2262 853.3374 74.8038 1223.6470 52.2360 173.9515 366.3831 1810.9508 35.2846 133.2818 476.5785 328.37 97.34 528.79 241.67 8908.74 14.36 24295.71 5.25 2412.51 53.02 617.45 52.09 40187.34 3.02 10113.47 12.65 3196.47 40.02 60429.54 0.83 2815 20.5021 20.4427 83.5652 29.7626 29.5104 33.2938 7398333 5800833 6381000 1821521.39 1978937.18 2.358 21.560 69.868 69.718 76.68 2.823 5.808 184.192332 7.913 32.850 496138 428601 37.720076 188.71 202.14 206.83 255.39 31.63 156.237 142.1675 179.5403 194.508 1195510000 1253250000 493031000 663412000 7.180 72.4575 70.3805 4.68 4.70 2.25 57.677 39.009 5054518.76 8983240.52 5.40706 1.92977 340.97 93.74 529.14 241.70 8862.07 14.43 24296.54 5.25 2383.22 53.67 978.70 32.67 42419.89 2.86 10082.93 12.69 3255.16 39.30 56624.98 0.83 2821 20.4442 20.5419 82.1380 28.6637 28.430 31.6999 902 897 1058 12187 28035 12262 27524 14422 34698 235 233 276 3683 6314 3655 6303 4377 7424 7367500 5835818 6759600 118.228 1838671.43 2125843.97 652854125 123092 8567006 1184837 626261826 2.346 21.161 71.518 70.874 2.834 5.804 168.671819 8.270 33.734 OpenBenchmarking.org
7-Zip Compression Test: Compression Rating OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 22.01 Test: Compression Rating CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 160K 320K 480K 640K 800K SE +/- 5583.39, N = 15 SE +/- 4508.27, N = 7 SE +/- 4291.24, N = 3 751070 496138 464813 1. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
7-Zip Compression Test: Decompression Rating OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 22.01 Test: Decompression Rating CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 100K 200K 300K 400K 500K SE +/- 2615.74, N = 15 SE +/- 14994.49, N = 7 SE +/- 39319.74, N = 3 434200 428601 455056 1. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
ACES DGEMM Sustained Floating-Point Rate OpenBenchmarking.org GFLOP/s, More Is Better ACES DGEMM 1.0 Sustained Floating-Point Rate CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 14 28 42 56 70 SE +/- 0.51, N = 3 SE +/- 0.04, N = 3 SE +/- 0.09, N = 3 63.64 37.72 37.97 1. (CC) gcc options: -O3 -march=native -fopenmp
ClickHouse 100M Rows Hits Dataset, First Run / Cold Cache OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 22.12.3.5 100M Rows Hits Dataset, First Run / Cold Cache CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 50 100 150 200 250 SE +/- 0.84, N = 3 SE +/- 2.54, N = 3 SE +/- 2.70, N = 3 183.62 188.71 205.20 MIN: 34.56 / MAX: 1714.29 MIN: 30.08 / MAX: 1428.57 MIN: 35.4 / MAX: 1818.18
ClickHouse 100M Rows Hits Dataset, Second Run OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 22.12.3.5 100M Rows Hits Dataset, Second Run CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 50 100 150 200 250 SE +/- 3.30, N = 3 SE +/- 1.90, N = 3 SE +/- 1.67, N = 3 200.18 202.14 214.31 MIN: 37.41 / MAX: 2000 MIN: 36.41 / MAX: 1463.41 MIN: 36.39 / MAX: 1764.71
ClickHouse 100M Rows Hits Dataset, Third Run OpenBenchmarking.org Queries Per Minute, Geo Mean, More Is Better ClickHouse 22.12.3.5 100M Rows Hits Dataset, Third Run CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 50 100 150 200 250 SE +/- 2.16, N = 3 SE +/- 3.01, N = 3 SE +/- 3.81, N = 3 201.05 206.83 215.62 MIN: 36.08 / MAX: 1500 MIN: 35.91 / MAX: 1935.48 MIN: 37.43 / MAX: 1714.29
CloverLeaf Input: clover_bm16 OpenBenchmarking.org Seconds, Fewer Is Better CloverLeaf 1.3 Input: clover_bm16 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 70 140 210 280 350 SE +/- 1.51, N = 3 SE +/- 1.01, N = 3 SE +/- 3.60, N = 3 314.49 255.39 279.21 1. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
CloverLeaf Input: clover_bm64_short OpenBenchmarking.org Seconds, Fewer Is Better CloverLeaf 1.3 Input: clover_bm64_short CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 7 14 21 28 35 SE +/- 0.12, N = 3 SE +/- 0.40, N = 3 SE +/- 0.23, N = 11 25.01 31.63 32.10 1. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
easyWave Input: e2Asean Grid + BengkuluSept2007 Source - Time: 2400 OpenBenchmarking.org Seconds, Fewer Is Better easyWave r34 Input: e2Asean Grid + BengkuluSept2007 Source - Time: 2400 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 40 80 120 160 200 SE +/- 10.40, N = 12 SE +/- 15.88, N = 12 SE +/- 8.98, N = 12 205.01 156.24 177.75 1. (CXX) g++ options: -O3 -fopenmp
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.3 Binary: Pathtracer ISPC - Model: Crown CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 30 60 90 120 150 SE +/- 1.24, N = 15 SE +/- 1.32, N = 15 SE +/- 0.25, N = 3 105.62 142.17 100.34 MIN: 95.01 / MAX: 132.75 MIN: 115.81 / MAX: 164.58 MIN: 95.92 / MAX: 109.46
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.3 Binary: Pathtracer ISPC - Model: Asian Dragon CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 40 80 120 160 200 SE +/- 3.90, N = 15 SE +/- 0.73, N = 3 SE +/- 0.50, N = 3 177.80 179.54 144.92 MIN: 142.88 / MAX: 210.57 MIN: 145.33 / MAX: 207.47 MIN: 137.85 / MAX: 155.04
GPAW Input: Carbon Nanotube OpenBenchmarking.org Seconds, Fewer Is Better GPAW 23.6 Input: Carbon Nanotube Fedora Server 39 Ubuntu Linux 23.10 40 80 120 160 200 SE +/- 0.94, N = 3 SE +/- 0.35, N = 15 194.51 38.64 -fno-strict-overflow -fcf-protection -fexceptions -fPIC -UNDEBUG -std=c99 -fwrapv -O2 1. (CC) gcc options: -shared -lxc -lblas -lmpi
Graph500 Scale: 26 OpenBenchmarking.org bfs median_TEPS, More Is Better Graph500 3.0 Scale: 26 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 300M 600M 900M 1200M 1500M 1464120000 1195510000 1226550000 1. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi
Graph500 Scale: 26 OpenBenchmarking.org bfs max_TEPS, More Is Better Graph500 3.0 Scale: 26 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 300M 600M 900M 1200M 1500M 1499600000 1253250000 1289580000 1. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi
Graph500 Scale: 26 OpenBenchmarking.org sssp median_TEPS, More Is Better Graph500 3.0 Scale: 26 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 110M 220M 330M 440M 550M 466398000 493031000 483534000 1. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi
Graph500 Scale: 26 OpenBenchmarking.org sssp max_TEPS, More Is Better Graph500 3.0 Scale: 26 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 140M 280M 420M 560M 700M 640794000 663412000 664991000 1. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi
GROMACS Implementation: MPI CPU - Input: water_GMX50_bare OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2024 Implementation: MPI CPU - Input: water_GMX50_bare CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 3 6 9 12 15 SE +/- 0.323, N = 12 SE +/- 0.850, N = 12 SE +/- 1.403, N = 7 5.939 7.180 9.630 1. (CXX) g++ options: -O3 -lm
High Performance Conjugate Gradient X Y Z: 104 104 104 - RT: 60 OpenBenchmarking.org GFLOP/s, More Is Better High Performance Conjugate Gradient 3.1 X Y Z: 104 104 104 - RT: 60 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 16 32 48 64 80 SE +/- 0.12, N = 3 SE +/- 0.14, N = 3 SE +/- 0.19, N = 3 71.13 72.46 71.14 1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi
High Performance Conjugate Gradient X Y Z: 144 144 144 - RT: 60 OpenBenchmarking.org GFLOP/s, More Is Better High Performance Conjugate Gradient 3.1 X Y Z: 144 144 144 - RT: 60 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 16 32 48 64 80 SE +/- 0.83, N = 4 SE +/- 0.27, N = 3 SE +/- 0.52, N = 3 69.17 70.38 69.34 1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi
Intel Open Image Denoise Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Only OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 2.2 Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Only CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.134 2.268 3.402 4.536 5.67 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 5.04 4.68 4.53
Intel Open Image Denoise Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 2.2 Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.1025 2.205 3.3075 4.41 5.5125 SE +/- 0.03, N = 3 SE +/- 0.03, N = 15 SE +/- 0.06, N = 3 4.90 4.70 4.54
Intel Open Image Denoise Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 2.2 Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 0.5648 1.1296 1.6944 2.2592 2.824 SE +/- 0.03, N = 4 SE +/- 0.01, N = 15 SE +/- 0.01, N = 3 2.51 2.25 2.18
LAMMPS Molecular Dynamics Simulator Model: 20k Atoms OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: 20k Atoms CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 13 26 39 52 65 SE +/- 0.46, N = 3 SE +/- 0.40, N = 3 SE +/- 0.42, N = 3 57.84 57.68 56.68 1. (CXX) g++ options: -O3 -lm -ldl
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: Rhodopsin Protein CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 9 18 27 36 45 SE +/- 0.76, N = 15 SE +/- 0.95, N = 15 SE +/- 0.93, N = 15 39.80 39.01 37.52 1. (CXX) g++ options: -O3 -lm -ldl
LeelaChessZero Backend: BLAS OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.30 Backend: BLAS Ubuntu Linux 23.10 4 8 12 16 20 SE +/- 1.18, N = 9 15 1. (CXX) g++ options: -flto -pthread
LeelaChessZero Backend: Eigen OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.30 Backend: Eigen Ubuntu Linux 23.10 80 160 240 320 400 SE +/- 4.52, N = 4 380 1. (CXX) g++ options: -flto -pthread
Memcached Set To Get Ratio: 1:10 OpenBenchmarking.org Ops/sec, More Is Better Memcached 1.6.19 Set To Get Ratio: 1:10 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.1M 2.2M 3.3M 4.4M 5.5M SE +/- 43085.73, N = 13 SE +/- 65254.44, N = 3 SE +/- 36897.17, N = 5 3337339.10 5054518.76 3370014.38 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Memcached Set To Get Ratio: 1:100 OpenBenchmarking.org Ops/sec, More Is Better Memcached 1.6.19 Set To Get Ratio: 1:100 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 2M 4M 6M 8M 10M SE +/- 20448.57, N = 10 SE +/- 380886.14, N = 12 SE +/- 20632.12, N = 3 2615816.73 8983240.52 3477137.28 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
NAMD Input: ATPase with 327,506 Atoms OpenBenchmarking.org ns/day, More Is Better NAMD 3.0b6 Input: ATPase with 327,506 Atoms CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.2166 2.4332 3.6498 4.8664 6.083 SE +/- 0.30866, N = 12 SE +/- 0.33952, N = 15 SE +/- 0.33618, N = 15 3.20328 5.40706 4.70711
NAMD Input: STMV with 1,066,628 Atoms OpenBenchmarking.org ns/day, More Is Better NAMD 3.0b6 Input: STMV with 1,066,628 Atoms CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 0.4342 0.8684 1.3026 1.7368 2.171 SE +/- 0.04889, N = 12 SE +/- 0.05361, N = 15 SE +/- 0.14829, N = 15 0.50251 1.92977 1.49004
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 30 60 90 120 150 SE +/- 0.30, N = 3 SE +/- 0.29, N = 3 132.91 132.68
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 100 200 300 400 500 SE +/- 0.62, N = 3 SE +/- 0.91, N = 3 478.03 478.76
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 1000 2000 3000 4000 5000 SE +/- 40.12, N = 7 SE +/- 40.60, N = 7 4462.53 4547.54
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 4 8 12 16 20 SE +/- 0.13, N = 7 SE +/- 0.13, N = 7 14.32 14.06
Neural Magic DeepSparse Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 400 800 1200 1600 2000 SE +/- 4.86, N = 3 SE +/- 7.36, N = 3 1863.34 1837.11
Neural Magic DeepSparse Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 8 16 24 32 40 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 34.29 34.76
Neural Magic DeepSparse Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 2K 4K 6K 8K 10K SE +/- 43.63, N = 3 SE +/- 102.73, N = 7 11022.30 11099.64
Neural Magic DeepSparse Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 1.3012 2.6024 3.9036 5.2048 6.506 SE +/- 0.0226, N = 3 SE +/- 0.0557, N = 7 5.7833 5.7515
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 200 400 600 800 1000 SE +/- 4.43, N = 3 SE +/- 5.31, N = 3 827.99 829.51
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 20 40 60 80 100 SE +/- 0.41, N = 3 SE +/- 0.46, N = 3 77.17 77.02
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 30 60 90 120 150 SE +/- 0.32, N = 3 SE +/- 0.87, N = 3 152.57 155.82
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 90 180 270 360 450 SE +/- 0.86, N = 3 SE +/- 2.51, N = 3 416.68 409.01
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 400 800 1200 1600 2000 SE +/- 3.56, N = 3 SE +/- 16.26, N = 3 1866.52 1826.04
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 8 16 24 32 40 SE +/- 0.07, N = 3 SE +/- 0.31, N = 3 34.23 34.99
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 200 400 600 800 1000 SE +/- 8.06, N = 3 SE +/- 6.05, N = 3 853.34 853.21
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 20 40 60 80 100 SE +/- 0.70, N = 3 SE +/- 0.50, N = 3 74.80 74.88
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 300 600 900 1200 1500 SE +/- 15.64, N = 3 SE +/- 14.85, N = 3 1223.65 1223.16
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 12 24 36 48 60 SE +/- 0.70, N = 3 SE +/- 0.63, N = 3 52.24 52.28
Neural Magic DeepSparse Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 40 80 120 160 200 SE +/- 0.21, N = 3 SE +/- 1.16, N = 3 173.95 176.57
Neural Magic DeepSparse Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 80 160 240 320 400 SE +/- 0.14, N = 3 SE +/- 2.37, N = 3 366.38 361.29
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 400 800 1200 1600 2000 SE +/- 16.06, N = 3 SE +/- 20.52, N = 3 1810.95 1866.23
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 8 16 24 32 40 SE +/- 0.32, N = 3 SE +/- 0.38, N = 3 35.28 34.25
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 30 60 90 120 150 SE +/- 0.09, N = 3 SE +/- 0.24, N = 3 133.28 133.21
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream CentOS Stream 9 Ubuntu Linux 23.10 100 200 300 400 500 SE +/- 0.34, N = 3 SE +/- 0.78, N = 3 476.58 477.14
NWChem Input: C240 Buckyball OpenBenchmarking.org Seconds, Fewer Is Better NWChem 7.0.2 Input: C240 Buckyball Ubuntu Linux 23.10 400 800 1200 1600 2000 1750.3 1. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz -lcomex -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2
OpenVINO Model: Person Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Person Detection FP16 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 80 160 240 320 400 SE +/- 2.69, N = 3 SE +/- 0.63, N = 3 SE +/- 0.48, N = 3 328.37 340.97 375.75 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Person Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Person Detection FP16 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 20 40 60 80 100 SE +/- 0.81, N = 3 SE +/- 0.18, N = 3 SE +/- 0.11, N = 3 97.34 93.74 85.06 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 33.82 / MAX: 325.84 -pie - MIN: 34.75 / MAX: 283.24 -pie - MIN: 39.38 / MAX: 260.96 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Face Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Face Detection FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 110 220 330 440 550 SE +/- 1.20, N = 3 SE +/- 6.06, N = 4 SE +/- 5.90, N = 4 528.79 529.14 519.83 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Face Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Face Detection FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 50 100 150 200 250 SE +/- 0.55, N = 3 SE +/- 2.84, N = 4 SE +/- 2.84, N = 4 241.67 241.70 245.98 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 160.04 / MAX: 556.9 -pie - MIN: 163.92 / MAX: 559.83 -pie - MIN: 176.44 / MAX: 390.61 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Vehicle Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 2K 4K 6K 8K 10K SE +/- 7.04, N = 3 SE +/- 9.74, N = 3 SE +/- 20.48, N = 3 8908.74 8862.07 8901.61 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Vehicle Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 14.36 14.43 14.37 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 12.55 / MAX: 76.83 -pie - MIN: 12.18 / MAX: 71.66 -pie - MIN: 12.05 / MAX: 72.49 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Face Detection Retail FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Face Detection Retail FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 5K 10K 15K 20K 25K SE +/- 36.89, N = 3 SE +/- 130.19, N = 3 SE +/- 208.25, N = 3 24295.71 24296.54 24570.10 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Face Detection Retail FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Face Detection Retail FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.1813 2.3626 3.5439 4.7252 5.9065 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 5.25 5.25 5.20 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 4.69 / MAX: 58.72 -pie - MIN: 4.62 / MAX: 31.26 -pie - MIN: 4.59 / MAX: 31.78 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Road Segmentation ADAS FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Road Segmentation ADAS FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 500 1000 1500 2000 2500 SE +/- 10.50, N = 3 SE +/- 4.46, N = 3 SE +/- 15.67, N = 3 2412.51 2383.22 2377.90 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Road Segmentation ADAS FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Road Segmentation ADAS FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 12 24 36 48 60 SE +/- 0.23, N = 3 SE +/- 0.10, N = 3 SE +/- 0.36, N = 3 53.02 53.67 53.79 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 42.98 / MAX: 178.63 -pie - MIN: 43.29 / MAX: 161.25 -pie - MIN: 44.62 / MAX: 198.12 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Machine Translation EN To DE FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 200 400 600 800 1000 SE +/- 13.25, N = 15 SE +/- 8.04, N = 9 SE +/- 4.60, N = 3 617.45 978.70 1143.25 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Machine Translation EN To DE FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 12 24 36 48 60 SE +/- 1.14, N = 15 SE +/- 0.27, N = 9 SE +/- 0.11, N = 3 52.09 32.67 27.93 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 17.25 / MAX: 578.83 -pie - MIN: 19.33 / MAX: 484.58 -pie - MIN: 19.99 / MAX: 261.46 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Weld Porosity Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 9K 18K 27K 36K 45K SE +/- 347.22, N = 3 SE +/- 194.22, N = 3 SE +/- 43.54, N = 3 40187.34 42419.89 43516.98 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Weld Porosity Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 0.6795 1.359 2.0385 2.718 3.3975 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 3.02 2.86 2.85 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 2.07 / MAX: 29.73 -pie - MIN: 1.94 / MAX: 41.9 -pie - MIN: 2.08 / MAX: 32.04 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Person Vehicle Bike Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 2K 4K 6K 8K 10K SE +/- 104.96, N = 5 SE +/- 124.93, N = 4 SE +/- 140.94, N = 3 10113.47 10082.93 10033.95 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Person Vehicle Bike Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 3 6 9 12 15 SE +/- 0.14, N = 5 SE +/- 0.16, N = 4 SE +/- 0.18, N = 3 12.65 12.69 12.74 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 10.9 / MAX: 74.36 -pie - MIN: 10.9 / MAX: 75.69 -pie - MIN: 10.88 / MAX: 73.62 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Handwritten English Recognition FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Handwritten English Recognition FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 700 1400 2100 2800 3500 SE +/- 1.03, N = 3 SE +/- 4.78, N = 3 SE +/- 1.65, N = 3 3196.47 3255.16 3217.84 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Handwritten English Recognition FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Handwritten English Recognition FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 9 18 27 36 45 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 40.02 39.30 39.76 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 33.6 / MAX: 102.02 -pie - MIN: 33.26 / MAX: 101.52 -pie - MIN: 37.84 / MAX: 104.98 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2023.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 13K 26K 39K 52K 65K SE +/- 478.67, N = 3 SE +/- 271.02, N = 3 SE +/- 827.51, N = 15 60429.54 56624.98 61020.16 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF -pie -pie 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVINO Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2023.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 0.1868 0.3736 0.5604 0.7472 0.934 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 15 0.83 0.83 0.80 -isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 0.21 / MAX: 20.36 -pie - MIN: 0.2 / MAX: 31.65 -pie - MIN: 0.2 / MAX: 28.24 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenVKL Benchmark: vklBenchmarkCPU ISPC OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 2.0.0 Benchmark: vklBenchmarkCPU ISPC CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 600 1200 1800 2400 3000 SE +/- 33.05, N = 3 SE +/- 22.66, N = 3 SE +/- 20.99, N = 3 2815 2821 2821 MIN: 186 / MAX: 35204 MIN: 178 / MAX: 36193 MIN: 175 / MAX: 34505
OSPRay Benchmark: particle_volume/ao/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 3.1 Benchmark: particle_volume/ao/real_time CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 20.50 20.44 20.65
OSPRay Benchmark: particle_volume/scivis/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 3.1 Benchmark: particle_volume/scivis/real_time CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 5 10 15 20 25 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.08, N = 3 20.44 20.54 20.77
OSPRay Benchmark: particle_volume/pathtracer/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 3.1 Benchmark: particle_volume/pathtracer/real_time CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 20 40 60 80 100 SE +/- 0.23, N = 3 SE +/- 0.58, N = 3 SE +/- 0.35, N = 3 83.57 82.14 82.97
OSPRay Benchmark: gravity_spheres_volume/dim_512/ao/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 3.1 Benchmark: gravity_spheres_volume/dim_512/ao/real_time CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 7 14 21 28 35 SE +/- 0.26, N = 15 SE +/- 0.10, N = 3 SE +/- 0.05, N = 3 29.76 28.66 28.61
OSPRay Benchmark: gravity_spheres_volume/dim_512/scivis/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 3.1 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 7 14 21 28 35 SE +/- 0.17, N = 3 SE +/- 0.17, N = 3 SE +/- 0.11, N = 3 29.51 28.43 28.92
OSPRay Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 3.1 Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 8 16 24 32 40 SE +/- 0.48, N = 15 SE +/- 0.12, N = 3 SE +/- 0.05, N = 3 33.29 31.70 32.32
OSPRay Studio Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 200 400 600 800 1000 SE +/- 9.82, N = 4 SE +/- 3.48, N = 3 902 914
OSPRay Studio Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 200 400 600 800 1000 SE +/- 2.03, N = 3 SE +/- 3.53, N = 3 897 911
OSPRay Studio Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 200 400 600 800 1000 SE +/- 2.96, N = 3 SE +/- 2.40, N = 3 1058 1079
OSPRay Studio Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 3K 6K 9K 12K 15K SE +/- 22.15, N = 3 SE +/- 3.51, N = 3 12187 12086
OSPRay Studio Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 7K 14K 21K 28K 35K SE +/- 1257.60, N = 15 SE +/- 481.26, N = 15 28035 32279
OSPRay Studio Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 3K 6K 9K 12K 15K SE +/- 36.03, N = 3 SE +/- 25.12, N = 3 12262 12243
OSPRay Studio Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 7K 14K 21K 28K 35K SE +/- 1255.46, N = 15 SE +/- 600.94, N = 15 27524 33174
OSPRay Studio Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 3K 6K 9K 12K 15K SE +/- 37.95, N = 3 SE +/- 177.62, N = 4 14422 14508
OSPRay Studio Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 8K 16K 24K 32K 40K SE +/- 119.27, N = 3 SE +/- 564.37, N = 15 34698 37285
OSPRay Studio Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 50 100 150 200 250 SE +/- 0.88, N = 3 SE +/- 0.33, N = 3 235 234
OSPRay Studio Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 50 100 150 200 250 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 233 233
OSPRay Studio Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 60 120 180 240 300 SE +/- 1.45, N = 3 SE +/- 0.00, N = 3 276 276
OSPRay Studio Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 800 1600 2400 3200 4000 SE +/- 16.22, N = 3 SE +/- 3.21, N = 3 3683 3718
OSPRay Studio Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 1400 2800 4200 5600 7000 SE +/- 13.35, N = 3 SE +/- 77.79, N = 4 6314 6448
OSPRay Studio Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 800 1600 2400 3200 4000 SE +/- 43.59, N = 3 SE +/- 7.45, N = 3 3655 3694
OSPRay Studio Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 1400 2800 4200 5600 7000 SE +/- 28.01, N = 3 SE +/- 60.98, N = 6 6303 6324
OSPRay Studio Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 900 1800 2700 3600 4500 SE +/- 21.55, N = 3 SE +/- 47.59, N = 4 4377 4353
OSPRay Studio Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU OpenBenchmarking.org ms, Fewer Is Better OSPRay Studio 1.0 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU Fedora Server 39 Ubuntu Linux 23.10 1600 3200 4800 6400 8000 SE +/- 91.12, N = 4 SE +/- 31.90, N = 3 7424 7321
PostgreSQL Scaling Factor: 100 - Clients: 1000 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Only Ubuntu Linux 23.10 150K 300K 450K 600K 750K SE +/- 22056.84, N = 12 679317 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
PostgreSQL Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency Ubuntu Linux 23.10 0.335 0.67 1.005 1.34 1.675 SE +/- 0.047, N = 12 1.489 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
PostgreSQL Scaling Factor: 100 - Clients: 1000 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Write Ubuntu Linux 23.10 8K 16K 24K 32K 40K SE +/- 1662.84, N = 9 39542 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
PostgreSQL Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latency Ubuntu Linux 23.10 6 12 18 24 30 SE +/- 0.97, N = 9 25.62 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
Quicksilver Input: CTS2 OpenBenchmarking.org Figure Of Merit, More Is Better Quicksilver 20230818 Input: CTS2 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.6M 3.2M 4.8M 6.4M 8M SE +/- 121572.66, N = 6 SE +/- 90618.71, N = 4 SE +/- 80526.35, N = 9 7398333 7367500 7680222 1. (CXX) g++ options: -fopenmp -O3 -march=native
Quicksilver Input: CORAL2 P1 OpenBenchmarking.org Figure Of Merit, More Is Better Quicksilver 20230818 Input: CORAL2 P1 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.3M 2.6M 3.9M 5.2M 6.5M SE +/- 105910.76, N = 12 SE +/- 42699.12, N = 11 SE +/- 65941.38, N = 12 5800833 5835818 5931500 1. (CXX) g++ options: -fopenmp -O3 -march=native
Quicksilver Input: CORAL2 P2 OpenBenchmarking.org Figure Of Merit, More Is Better Quicksilver 20230818 Input: CORAL2 P2 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.4M 2.8M 4.2M 5.6M 7M SE +/- 51868.42, N = 3 SE +/- 74346.22, N = 5 SE +/- 81512.06, N = 9 6381000 6759600 6744778 1. (CXX) g++ options: -fopenmp -O3 -march=native
RawTherapee Total Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better RawTherapee Total Benchmark Time Fedora Server 39 Ubuntu Linux 23.10 30 60 90 120 150 SE +/- 0.45, N = 3 SE +/- 0.65, N = 3 118.23 129.08 1. Fedora Server 39: RawTherapee, version 5.10, command line. 2. Ubuntu Linux 23.10: RawTherapee, version 5.9, command line.
Redis Test: GET - Parallel Connections: 500 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: GET - Parallel Connections: 500 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 400K 800K 1200K 1600K 2000K SE +/- 19161.91, N = 15 SE +/- 30474.05, N = 15 SE +/- 15103.72, N = 15 1821521.39 1838671.43 1541713.80 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: SET - Parallel Connections: 500 OpenBenchmarking.org Requests Per Second, More Is Better Redis 7.0.4 Test: SET - Parallel Connections: 500 CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 500K 1000K 1500K 2000K 2500K SE +/- 47416.25, N = 15 SE +/- 73166.31, N = 15 SE +/- 48178.71, N = 15 1978937.18 2125843.97 2134872.89 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
RocksDB Test: Random Read OpenBenchmarking.org Op/s, More Is Better RocksDB 8.0 Test: Random Read Fedora Server 39 Ubuntu Linux 23.10 140M 280M 420M 560M 700M SE +/- 3865049.53, N = 3 SE +/- 7527805.83, N = 15 652854125 599822046 -lpthread 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
RocksDB Test: Update Random OpenBenchmarking.org Op/s, More Is Better RocksDB 8.0 Test: Update Random Fedora Server 39 Ubuntu Linux 23.10 30K 60K 90K 120K 150K SE +/- 1187.74, N = 3 SE +/- 440.29, N = 3 123092 125560 -lpthread 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
RocksDB Test: Read While Writing OpenBenchmarking.org Op/s, More Is Better RocksDB 8.0 Test: Read While Writing Fedora Server 39 Ubuntu Linux 23.10 2M 4M 6M 8M 10M SE +/- 133209.05, N = 14 SE +/- 81611.31, N = 8 8567006 9775989 -lpthread 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
RocksDB Test: Read Random Write Random OpenBenchmarking.org Op/s, More Is Better RocksDB 8.0 Test: Read Random Write Random Fedora Server 39 Ubuntu Linux 23.10 300K 600K 900K 1200K 1500K SE +/- 13512.70, N = 15 SE +/- 5328.60, N = 3 1184837 955461 -lpthread 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
Speedb Test: Random Read OpenBenchmarking.org Op/s, More Is Better Speedb 2.7 Test: Random Read Fedora Server 39 Ubuntu Linux 23.10 130M 260M 390M 520M 650M SE +/- 8524314.28, N = 3 SE +/- 5282775.06, N = 8 626261826 600703384 -lpthread 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 4 - Input: Bosphorus 4K CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 0.5306 1.0612 1.5918 2.1224 2.653 SE +/- 0.009, N = 3 SE +/- 0.008, N = 3 SE +/- 0.007, N = 3 2.358 2.346 2.307 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 8 - Input: Bosphorus 4K CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 5 10 15 20 25 SE +/- 0.21, N = 3 SE +/- 0.10, N = 3 SE +/- 0.19, N = 3 21.56 21.16 21.32 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 12 - Input: Bosphorus 4K CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 16 32 48 64 80 SE +/- 0.39, N = 3 SE +/- 0.99, N = 3 SE +/- 0.48, N = 15 69.87 71.52 66.86 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 13 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 13 - Input: Bosphorus 4K CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 16 32 48 64 80 SE +/- 0.99, N = 3 SE +/- 0.53, N = 3 SE +/- 0.74, N = 5 69.72 70.87 66.43 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
TensorFlow Device: CPU - Batch Size: 512 - Model: ResNet-50 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 512 - Model: ResNet-50 CentOS Stream 9 Ubuntu Linux 23.10 20 40 60 80 100 SE +/- 0.83, N = 4 SE +/- 0.84, N = 3 76.68 73.12
VVenC Video Input: Bosphorus 4K - Video Preset: Fast OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.11 Video Input: Bosphorus 4K - Video Preset: Fast CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 0.6377 1.2754 1.9131 2.5508 3.1885 SE +/- 0.026, N = 3 SE +/- 0.017, N = 3 SE +/- 0.035, N = 3 2.823 2.834 2.785 1. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects
VVenC Video Input: Bosphorus 4K - Video Preset: Faster OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.11 Video Input: Bosphorus 4K - Video Preset: Faster CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 1.3068 2.6136 3.9204 5.2272 6.534 SE +/- 0.013, N = 3 SE +/- 0.035, N = 3 SE +/- 0.061, N = 4 5.808 5.804 5.611 1. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects
Xcompact3d Incompact3d Input: X3D-benchmarking input.i3d OpenBenchmarking.org Seconds, Fewer Is Better Xcompact3d Incompact3d 2021-03-11 Input: X3D-benchmarking input.i3d CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 40 80 120 160 200 SE +/- 0.56, N = 3 SE +/- 0.67, N = 3 SE +/- 0.44, N = 3 184.19 168.67 169.18 -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi
Y-Cruncher Pi Digits To Calculate: 1B OpenBenchmarking.org Seconds, Fewer Is Better Y-Cruncher 0.8.3 Pi Digits To Calculate: 1B CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 2 4 6 8 10 SE +/- 0.045, N = 3 SE +/- 0.088, N = 5 SE +/- 0.037, N = 3 7.913 8.270 7.207
Y-Cruncher Pi Digits To Calculate: 5B OpenBenchmarking.org Seconds, Fewer Is Better Y-Cruncher 0.8.3 Pi Digits To Calculate: 5B CentOS Stream 9 Fedora Server 39 Ubuntu Linux 23.10 8 16 24 32 40 SE +/- 0.17, N = 3 SE +/- 0.43, N = 3 SE +/- 0.07, N = 3 32.85 33.73 29.82
Phoronix Test Suite v10.8.4