Linux Distros Emerald Rapids

Benchmarks for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2403039-NE-2403025NE90&grw&sor.

Linux Distros Emerald RapidsProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelCompilerFile-SystemScreen ResolutionDesktopDisplay ServerUbuntu Linux 23.10CentOS Stream 9Fedora Server 39Arch Linux2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads)Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS)Intel Device 1bce1008GB3201GB Micron_7450_MTFDKCB3T2TFSASPEED2 x Intel X710 for 10GBASE-TUbuntu 23.106.5.0-17-generic (x86_64)GCC 13.2.0ext41024x7683201GB Micron_7450_MTFDKCB3T2TFS + 257GB Flash DriveCentOS Stream 95.14.0-419.el9.x86_64 (x86_64)GNOME Shell 40.10X ServerGCC 11.4.1 20231218xfs1920x1200Fedora Linux 396.7.6-200.fc39.x86_64 (x86_64)GCC 13.2.1 202312051024x768Arch Linux6.7.6-arch1-2 (x86_64)GCC 13.2.1 20230801btrfs1920x1200OpenBenchmarking.orgKernel Details- Ubuntu Linux 23.10: Transparent Huge Pages: madvise- CentOS Stream 9: Transparent Huge Pages: always- Fedora Server 39: Transparent Huge Pages: madvise- Arch Linux: Transparent Huge Pages: alwaysCompiler 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 - Arch Linux: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=ada,c,c++,d,fortran,go,lto,m2,objc,obj-c++ --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnu Processor Details- Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x21000161Python Details- Ubuntu Linux 23.10: Python 3.11.6- CentOS Stream 9: Python 3.9.18- Fedora Server 39: Python 3.12.2- Arch Linux: Python 3.11.7Security 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 - Arch Linux: 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 Rapidsquicksilver: CORAL2 P1quicksilver: CTS2quicksilver: CORAL2 P2rawtherapee: Total Benchmark Timegraph500: 26graph500: 26graph500: 26graph500: 26easywave: e2Asean Grid + BengkuluSept2007 Source - 2400tensorflow: CPU - 512 - ResNet-50lczero: BLASlczero: Eigencloverleaf: clover_bm16cloverleaf: clover_bm64_shortdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamy-cruncher: 5By-cruncher: 1Bdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamgromacs: MPI CPU - water_GMX50_barelammps: 20k Atomslammps: Rhodopsin Proteinhpcg: 104 104 104 - 60hpcg: 144 144 144 - 60namd: ATPase with 327,506 Atomsnamd: STMV with 1,066,628 Atomsopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUmt-dgemm: Sustained Floating-Point Ratenwchem: C240 Buckyballincompact3d: X3D-benchmarking input.i3dgpaw: Carbon Nanotubecompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Kvvenc: Bosphorus 4K - Fastvvenc: Bosphorus 4K - Fasterembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonoidn: RT.hdr_alb_nrm.3840x2160 - CPU-Onlyoidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlyoidn: RTLightmap.hdr.4096x4096 - CPU-Onlyopenvkl: vklBenchmarkCPU ISPCospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: particle_volume/pathtracer/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_timeospray-studio: 1 - 4K - 1 - Path Tracer - CPUospray-studio: 2 - 4K - 1 - Path Tracer - CPUospray-studio: 3 - 4K - 1 - Path Tracer - CPUospray-studio: 1 - 4K - 16 - Path Tracer - CPUospray-studio: 1 - 4K - 32 - Path Tracer - CPUospray-studio: 2 - 4K - 16 - Path Tracer - CPUospray-studio: 2 - 4K - 32 - Path Tracer - CPUospray-studio: 3 - 4K - 16 - Path Tracer - CPUospray-studio: 3 - 4K - 32 - Path Tracer - CPUospray-studio: 1 - 1080p - 1 - Path Tracer - CPUospray-studio: 2 - 1080p - 1 - Path Tracer - CPUospray-studio: 3 - 1080p - 1 - Path Tracer - CPUospray-studio: 1 - 1080p - 16 - Path Tracer - CPUospray-studio: 1 - 1080p - 32 - Path Tracer - CPUospray-studio: 2 - 1080p - 16 - Path Tracer - CPUospray-studio: 2 - 1080p - 32 - Path Tracer - CPUospray-studio: 3 - 1080p - 16 - Path Tracer - CPUospray-studio: 3 - 1080p - 32 - Path Tracer - CPUspeedb: Rand Readclickhouse: 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 While Writingrocksdb: Read Rand Write Randpgbench: 100 - 1000 - Read Onlypgbench: 100 - 1000 - Read Only - Average Latencypgbench: 100 - 1000 - Read Writepgbench: 100 - 1000 - Read Write - Average LatencyUbuntu Linux 23.10CentOS Stream 9Fedora Server 39Arch Linux593150076802226744778129.07912265500001289580000483534000664991000177.75473.1215380279.2132.10132.6789478.76314547.539514.05731837.111334.760311099.64405.7515829.506377.0180155.8178409.00891826.044734.9884853.207974.883829.8217.2071223.163952.2774176.5691361.28771866.225934.2545133.2063477.13629.63056.68337.51871.137169.33624.707111.49004375.7585.06519.83245.988901.6114.3724570.105.202377.9053.791143.2527.9343516.982.8510033.9512.743217.8439.7661020.160.8037.9710181750.3169.17857938.6374648134550562.30721.31766.85766.4302.7855.611100.3399144.91954.534.542.18282120.654620.772582.970028.608828.916232.32129149111079120863227912243331741450837285234233276371864483694632443537321600703384205.20214.31215.623370014.383477137.281541713.802134872.8959982204612556097759899554616793171.4893954225.61658008337398333638100014641200001499600000466398000640794000205.00576.68314.4925.01132.9101478.03154462.525514.31821863.342934.290611022.30205.7833827.991477.1671152.5678416.68161866.515334.2262853.337474.803832.8507.9131223.647052.2360173.9515366.38311810.950835.2846133.2818476.57855.93957.83639.79571.133269.17283.203280.50251328.3797.34528.79241.678908.7414.3624295.715.252412.5153.02617.4552.0940187.343.0210113.4712.653196.4740.0260429.540.8363.635840184.1923327510704342002.35821.56069.86869.7182.8235.808105.6194177.79605.044.902.51281520.502120.442783.565229.762629.510433.2938183.62200.18201.053337339.102615816.731821521.391978937.18583581873675006759600118.22811955100001253250000493031000663412000156.237255.3931.6333.7348.2707.18057.67739.00972.457570.38055.407061.92977340.9793.74529.14241.708862.0714.4324296.545.252383.2253.67978.7032.6742419.892.8610082.9312.693255.1639.3056624.980.8337.720076168.671819194.5084961384286012.34621.16171.51870.8742.8345.804142.1675179.54034.684.702.25282120.444220.541982.138028.663728.43031.69999028971058121872803512262275241442234698235233276368363143655630343777424626261826188.71202.14206.835054518.768983240.521838671.432125843.9765285412512309285670061184837586550077236677013889107.04812756900001323480000509964000692893000145.71377.06356.2330.30134.2065474.24194534.894614.09591868.770534.213411213.16295.6953834.192076.6571154.3216413.38381839.983334.7428857.849474.525633.6527.5611227.374352.1246181.3330351.74601878.447834.0360134.9333471.815713.63862.99042.75171.129270.12105.599561.74784392.8481.35531.53240.658956.3714.2824355.335.242409.7653.081092.7529.2341472.252.9410197.2212.543189.7040.1164056.000.7743.669234187.2665967592794820762.39522.04673.71772.9062.9005.942118.7400148.60224.754.752.36295120.667320.778982.511334.048731.579333.36948748671026115752388411658236871363933976226223265359163803544639941737043616573385209.64221.80221.715462773.679633352.441777534.652231227.6160834589412745193856529320346987341.4401853654.085OpenBenchmarking.org

Quicksilver

Input: CORAL2 P1

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P1Ubuntu Linux 23.10Arch LinuxFedora Server 39CentOS Stream 91.3M2.6M3.9M5.2M6.5MSE +/- 65941.38, N = 12SE +/- 55910.49, N = 6SE +/- 42699.12, N = 11SE +/- 105910.76, N = 1259315005865500583581858008331. (CXX) g++ options: -fopenmp -O3 -march=native

Quicksilver

Input: CTS2

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CTS2Arch LinuxUbuntu Linux 23.10CentOS Stream 9Fedora Server 391.7M3.4M5.1M6.8M8.5MSE +/- 67222.68, N = 9SE +/- 80526.35, N = 9SE +/- 121572.66, N = 6SE +/- 90618.71, N = 477236677680222739833373675001. (CXX) g++ options: -fopenmp -O3 -march=native

Quicksilver

Input: CORAL2 P2

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P2Arch LinuxFedora Server 39Ubuntu Linux 23.10CentOS Stream 91.5M3M4.5M6M7.5MSE +/- 67285.55, N = 9SE +/- 74346.22, N = 5SE +/- 81512.06, N = 9SE +/- 51868.42, N = 370138896759600674477863810001. (CXX) g++ options: -fopenmp -O3 -march=native

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeArch LinuxFedora Server 39Ubuntu Linux 23.10306090120150SE +/- 0.34, N = 3SE +/- 0.45, N = 3SE +/- 0.65, N = 3107.05118.23129.081. Arch Linux: RawTherapee, version 5.10, command line.2. Fedora Server 39: RawTherapee, version 5.10, command line.3. Ubuntu Linux 23.10: RawTherapee, version 5.9, command line.

Graph500

Scale: 26

OpenBenchmarking.orgbfs median_TEPS, More Is BetterGraph500 3.0Scale: 26CentOS Stream 9Arch LinuxUbuntu Linux 23.10Fedora Server 39300M600M900M1200M1500M14641200001275690000122655000011955100001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

Graph500

Scale: 26

OpenBenchmarking.orgbfs max_TEPS, More Is BetterGraph500 3.0Scale: 26CentOS Stream 9Arch LinuxUbuntu Linux 23.10Fedora Server 39300M600M900M1200M1500M14996000001323480000128958000012532500001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

Graph500

Scale: 26

OpenBenchmarking.orgsssp median_TEPS, More Is BetterGraph500 3.0Scale: 26Arch LinuxFedora Server 39Ubuntu Linux 23.10CentOS Stream 9110M220M330M440M550M5099640004930310004835340004663980001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

Graph500

Scale: 26

OpenBenchmarking.orgsssp max_TEPS, More Is BetterGraph500 3.0Scale: 26Arch LinuxUbuntu Linux 23.10Fedora Server 39CentOS Stream 9150M300M450M600M750M6928930006649910006634120006407940001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

easyWave

Input: e2Asean Grid + BengkuluSept2007 Source - Time: 2400

OpenBenchmarking.orgSeconds, Fewer Is BettereasyWave r34Input: e2Asean Grid + BengkuluSept2007 Source - Time: 2400Arch LinuxFedora Server 39Ubuntu Linux 23.10CentOS Stream 94080120160200SE +/- 7.11, N = 12SE +/- 15.88, N = 12SE +/- 8.98, N = 12SE +/- 10.40, N = 12145.71156.24177.75205.011. (CXX) g++ options: -O3 -fopenmp

TensorFlow

Device: CPU - Batch Size: 512 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 512 - Model: ResNet-50Arch LinuxCentOS Stream 9Ubuntu Linux 23.1020406080100SE +/- 0.61, N = 3SE +/- 0.83, N = 4SE +/- 0.84, N = 377.0676.6873.12

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.30Backend: BLASUbuntu Linux 23.1048121620SE +/- 1.18, N = 9151. (CXX) g++ options: -flto -pthread

LeelaChessZero

Backend: Eigen

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.30Backend: EigenUbuntu Linux 23.1080160240320400SE +/- 4.52, N = 43801. (CXX) g++ options: -flto -pthread

CloverLeaf

Input: clover_bm16

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeaf 1.3Input: clover_bm16Fedora Server 39Ubuntu Linux 23.10CentOS Stream 9Arch Linux80160240320400SE +/- 1.01, N = 3SE +/- 3.60, N = 3SE +/- 1.51, N = 3SE +/- 4.10, N = 3255.39279.21314.49356.231. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

CloverLeaf

Input: clover_bm64_short

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeaf 1.3Input: clover_bm64_shortCentOS Stream 9Arch LinuxFedora Server 39Ubuntu Linux 23.10714212835SE +/- 0.12, N = 3SE +/- 0.27, N = 3SE +/- 0.40, N = 3SE +/- 0.23, N = 1125.0130.3031.6332.101. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamArch LinuxCentOS Stream 9Ubuntu Linux 23.10306090120150SE +/- 0.47, N = 3SE +/- 0.30, N = 3SE +/- 0.29, N = 3134.21132.91132.68

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamArch LinuxCentOS Stream 9Ubuntu Linux 23.10100200300400500SE +/- 1.54, N = 3SE +/- 0.62, N = 3SE +/- 0.91, N = 3474.24478.03478.76

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamUbuntu Linux 23.10Arch LinuxCentOS Stream 910002000300040005000SE +/- 40.60, N = 7SE +/- 55.62, N = 3SE +/- 40.12, N = 74547.544534.894462.53

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamUbuntu Linux 23.10Arch LinuxCentOS Stream 948121620SE +/- 0.13, N = 7SE +/- 0.18, N = 3SE +/- 0.13, N = 714.0614.1014.32

Neural Magic DeepSparse

Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamArch LinuxCentOS Stream 9Ubuntu Linux 23.10400800120016002000SE +/- 9.98, N = 3SE +/- 4.86, N = 3SE +/- 7.36, N = 31868.771863.341837.11

Neural Magic DeepSparse

Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamArch LinuxCentOS Stream 9Ubuntu Linux 23.10816243240SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 334.2134.2934.76

Neural Magic DeepSparse

Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamArch LinuxUbuntu Linux 23.10CentOS Stream 92K4K6K8K10KSE +/- 102.84, N = 7SE +/- 102.73, N = 7SE +/- 43.63, N = 311213.1611099.6411022.30

Neural Magic DeepSparse

Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamArch LinuxUbuntu Linux 23.10CentOS Stream 91.30122.60243.90365.20486.506SE +/- 0.0549, N = 7SE +/- 0.0557, N = 7SE +/- 0.0226, N = 35.69535.75155.7833

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamArch LinuxUbuntu Linux 23.10CentOS Stream 92004006008001000SE +/- 2.18, N = 3SE +/- 5.31, N = 3SE +/- 4.43, N = 3834.19829.51827.99

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamArch LinuxUbuntu Linux 23.10CentOS Stream 920406080100SE +/- 0.21, N = 3SE +/- 0.46, N = 3SE +/- 0.41, N = 376.6677.0277.17

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamUbuntu Linux 23.10Arch LinuxCentOS Stream 9306090120150SE +/- 0.87, N = 3SE +/- 1.36, N = 3SE +/- 0.32, N = 3155.82154.32152.57

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamUbuntu Linux 23.10Arch LinuxCentOS Stream 990180270360450SE +/- 2.51, N = 3SE +/- 3.56, N = 3SE +/- 0.86, N = 3409.01413.38416.68

Neural Magic DeepSparse

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamCentOS Stream 9Arch LinuxUbuntu Linux 23.10400800120016002000SE +/- 3.56, N = 3SE +/- 7.12, N = 3SE +/- 16.26, N = 31866.521839.981826.04

Neural Magic DeepSparse

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamCentOS Stream 9Arch LinuxUbuntu Linux 23.10816243240SE +/- 0.07, N = 3SE +/- 0.14, N = 3SE +/- 0.31, N = 334.2334.7434.99

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamArch LinuxCentOS Stream 9Ubuntu Linux 23.102004006008001000SE +/- 8.02, N = 3SE +/- 8.06, N = 3SE +/- 6.05, N = 3857.85853.34853.21

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamArch LinuxCentOS Stream 9Ubuntu Linux 23.1020406080100SE +/- 0.70, N = 3SE +/- 0.70, N = 3SE +/- 0.50, N = 374.5374.8074.88

Y-Cruncher

Pi Digits To Calculate: 5B

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.3Pi Digits To Calculate: 5BUbuntu Linux 23.10CentOS Stream 9Arch LinuxFedora Server 39816243240SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.37, N = 5SE +/- 0.43, N = 329.8232.8533.6533.73

Y-Cruncher

Pi Digits To Calculate: 1B

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.3Pi Digits To Calculate: 1BUbuntu Linux 23.10Arch LinuxCentOS Stream 9Fedora Server 39246810SE +/- 0.037, N = 3SE +/- 0.109, N = 3SE +/- 0.045, N = 3SE +/- 0.088, N = 57.2077.5617.9138.270

Neural Magic DeepSparse

Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamArch LinuxCentOS Stream 9Ubuntu Linux 23.1030060090012001500SE +/- 12.68, N = 3SE +/- 15.64, N = 3SE +/- 14.85, N = 31227.371223.651223.16

Neural Magic DeepSparse

Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamArch LinuxCentOS Stream 9Ubuntu Linux 23.101224364860SE +/- 0.55, N = 3SE +/- 0.70, N = 3SE +/- 0.63, N = 352.1252.2452.28

Neural Magic DeepSparse

Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamArch LinuxUbuntu Linux 23.10CentOS Stream 94080120160200SE +/- 2.15, N = 4SE +/- 1.16, N = 3SE +/- 0.21, N = 3181.33176.57173.95

Neural Magic DeepSparse

Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamArch LinuxUbuntu Linux 23.10CentOS Stream 980160240320400SE +/- 4.23, N = 4SE +/- 2.37, N = 3SE +/- 0.14, N = 3351.75361.29366.38

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamArch LinuxUbuntu Linux 23.10CentOS Stream 9400800120016002000SE +/- 22.85, N = 3SE +/- 20.52, N = 3SE +/- 16.06, N = 31878.451866.231810.95

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamArch LinuxUbuntu Linux 23.10CentOS Stream 9816243240SE +/- 0.42, N = 3SE +/- 0.38, N = 3SE +/- 0.32, N = 334.0434.2535.28

Neural Magic DeepSparse

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamArch LinuxCentOS Stream 9Ubuntu Linux 23.10306090120150SE +/- 0.39, N = 3SE +/- 0.09, N = 3SE +/- 0.24, N = 3134.93133.28133.21

Neural Magic DeepSparse

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamArch LinuxCentOS Stream 9Ubuntu Linux 23.10100200300400500SE +/- 1.04, N = 3SE +/- 0.34, N = 3SE +/- 0.78, N = 3471.82476.58477.14

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareArch LinuxUbuntu Linux 23.10Fedora Server 39CentOS Stream 948121620SE +/- 1.257, N = 15SE +/- 1.403, N = 7SE +/- 0.850, N = 12SE +/- 0.323, N = 1213.6389.6307.1805.9391. (CXX) g++ options: -O3 -lm

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsArch LinuxCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101428425670SE +/- 0.44, N = 3SE +/- 0.46, N = 3SE +/- 0.40, N = 3SE +/- 0.42, N = 362.9957.8457.6856.681. (CXX) g++ options: -O3 -lm -ldl

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinArch LinuxCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101020304050SE +/- 0.85, N = 12SE +/- 0.76, N = 15SE +/- 0.95, N = 15SE +/- 0.93, N = 1542.7539.8039.0137.521. (CXX) g++ options: -O3 -lm -ldl

High Performance Conjugate Gradient

X Y Z: 104 104 104 - RT: 60

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60Fedora Server 39Ubuntu Linux 23.10CentOS Stream 9Arch Linux1632486480SE +/- 0.14, N = 3SE +/- 0.19, N = 3SE +/- 0.12, N = 3SE +/- 0.32, N = 372.4671.1471.1371.13-lmpi_cxx-lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi

High Performance Conjugate Gradient

X Y Z: 144 144 144 - RT: 60

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 144 144 144 - RT: 60Fedora Server 39Arch LinuxUbuntu Linux 23.10CentOS Stream 91632486480SE +/- 0.27, N = 3SE +/- 0.59, N = 3SE +/- 0.52, N = 3SE +/- 0.83, N = 470.3870.1269.3469.17-lmpi_cxx-lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi

NAMD

Input: ATPase with 327,506 Atoms

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: ATPase with 327,506 AtomsArch LinuxFedora Server 39Ubuntu Linux 23.10CentOS Stream 91.25992.51983.77975.03966.2995SE +/- 0.21129, N = 12SE +/- 0.33952, N = 15SE +/- 0.33618, N = 15SE +/- 0.30866, N = 125.599565.407064.707113.20328

NAMD

Input: STMV with 1,066,628 Atoms

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: STMV with 1,066,628 AtomsFedora Server 39Arch LinuxUbuntu Linux 23.10CentOS Stream 90.43420.86841.30261.73682.171SE +/- 0.05361, N = 15SE +/- 0.07631, N = 15SE +/- 0.14829, N = 15SE +/- 0.04889, N = 121.929771.747841.490040.50251

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUArch LinuxUbuntu Linux 23.10Fedora Server 39CentOS Stream 990180270360450SE +/- 0.49, N = 3SE +/- 0.48, N = 3SE +/- 0.63, N = 3SE +/- 2.69, N = 3392.84375.75340.97328.37-pie-pie-pie-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUArch LinuxUbuntu Linux 23.10Fedora Server 39CentOS Stream 920406080100SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.81, N = 381.3585.0693.7497.34-pie - MIN: 38.9 / MAX: 148.69-pie - MIN: 39.38 / MAX: 260.96-pie - MIN: 34.75 / MAX: 283.24-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 33.82 / MAX: 325.841. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUArch LinuxFedora Server 39CentOS Stream 9Ubuntu Linux 23.10110220330440550SE +/- 6.17, N = 4SE +/- 6.06, N = 4SE +/- 1.20, N = 3SE +/- 5.90, N = 4531.53529.14528.79519.83-pie-pie-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF-pie1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUArch LinuxCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1050100150200250SE +/- 2.90, N = 4SE +/- 0.55, N = 3SE +/- 2.84, N = 4SE +/- 2.84, N = 4240.65241.67241.70245.98-pie - MIN: 175.12 / MAX: 455.8-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: 390.611. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUArch LinuxCentOS Stream 9Ubuntu Linux 23.10Fedora Server 392K4K6K8K10KSE +/- 34.95, N = 3SE +/- 7.04, N = 3SE +/- 20.48, N = 3SE +/- 9.74, N = 38956.378908.748901.618862.07-pie-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF-pie-pie1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUArch LinuxCentOS Stream 9Ubuntu Linux 23.10Fedora Server 3948121620SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 314.2814.3614.3714.43-pie - MIN: 12.05 / MAX: 46.92-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 12.55 / MAX: 76.83-pie - MIN: 12.05 / MAX: 72.49-pie - MIN: 12.18 / MAX: 71.661. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Face Detection Retail FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUUbuntu Linux 23.10Arch LinuxFedora Server 39CentOS Stream 95K10K15K20K25KSE +/- 208.25, N = 3SE +/- 269.84, N = 3SE +/- 130.19, N = 3SE +/- 36.89, N = 324570.1024355.3324296.5424295.71-pie-pie-pie-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Face Detection Retail FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUUbuntu Linux 23.10Arch LinuxCentOS Stream 9Fedora Server 391.18132.36263.54394.72525.9065SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 35.205.245.255.25-pie - MIN: 4.59 / MAX: 31.78-pie - MIN: 4.62 / MAX: 25.2-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 4.69 / MAX: 58.72-pie - MIN: 4.62 / MAX: 31.261. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Road Segmentation ADAS FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUCentOS Stream 9Arch LinuxFedora Server 39Ubuntu Linux 23.105001000150020002500SE +/- 10.50, N = 3SE +/- 6.39, N = 3SE +/- 4.46, N = 3SE +/- 15.67, N = 32412.512409.762383.222377.90-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF-pie-pie-pie1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Road Segmentation ADAS FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUCentOS Stream 9Arch LinuxFedora Server 39Ubuntu Linux 23.101224364860SE +/- 0.23, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 3SE +/- 0.36, N = 353.0253.0853.6753.79-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 42.98 / MAX: 178.63-pie - MIN: 44.51 / MAX: 131.9-pie - MIN: 43.29 / MAX: 161.25-pie - MIN: 44.62 / MAX: 198.121. (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.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUUbuntu Linux 23.10Arch LinuxFedora Server 39CentOS Stream 92004006008001000SE +/- 4.60, N = 3SE +/- 11.59, N = 3SE +/- 8.04, N = 9SE +/- 13.25, N = 151143.251092.75978.70617.45-pie-pie-pie-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF1. (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.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUUbuntu Linux 23.10Arch LinuxFedora Server 39CentOS Stream 91224364860SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 0.27, N = 9SE +/- 1.14, N = 1527.9329.2332.6752.09-pie - MIN: 19.99 / MAX: 261.46-pie - MIN: 21.95 / MAX: 117.93-pie - MIN: 19.33 / MAX: 484.58-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 17.25 / MAX: 578.831. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu Linux 23.10Fedora Server 39Arch LinuxCentOS Stream 99K18K27K36K45KSE +/- 43.54, N = 3SE +/- 194.22, N = 3SE +/- 312.18, N = 3SE +/- 347.22, N = 343516.9842419.8941472.2540187.34-pie-pie-pie-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu Linux 23.10Fedora Server 39Arch LinuxCentOS Stream 90.67951.3592.03852.7183.3975SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 32.852.862.943.02-pie - MIN: 2.08 / MAX: 32.04-pie - MIN: 1.94 / MAX: 41.9-pie - MIN: 2.09 / MAX: 30.51-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 2.07 / MAX: 29.731. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUArch LinuxCentOS Stream 9Fedora Server 39Ubuntu Linux 23.102K4K6K8K10KSE +/- 125.31, N = 3SE +/- 104.96, N = 5SE +/- 124.93, N = 4SE +/- 140.94, N = 310197.2210113.4710082.9310033.95-pie-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF-pie-pie1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUArch LinuxCentOS Stream 9Fedora Server 39Ubuntu Linux 23.103691215SE +/- 0.16, N = 3SE +/- 0.14, N = 5SE +/- 0.16, N = 4SE +/- 0.18, N = 312.5412.6512.6912.74-pie - MIN: 10.74 / MAX: 50.52-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: 73.621. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Handwritten English Recognition FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUFedora Server 39Ubuntu Linux 23.10CentOS Stream 9Arch Linux7001400210028003500SE +/- 4.78, N = 3SE +/- 1.65, N = 3SE +/- 1.03, N = 3SE +/- 3.83, N = 33255.163217.843196.473189.70-pie-pie-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF-pie1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenVINO

Model: Handwritten English Recognition FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUFedora Server 39Ubuntu Linux 23.10CentOS Stream 9Arch Linux918273645SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 339.3039.7640.0240.11-pie - MIN: 33.26 / MAX: 101.52-pie - MIN: 37.84 / MAX: 104.98-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 33.6 / MAX: 102.02-pie - MIN: 38.25 / MAX: 97.251. (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.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUArch LinuxUbuntu Linux 23.10CentOS Stream 9Fedora Server 3914K28K42K56K70KSE +/- 941.42, N = 15SE +/- 827.51, N = 15SE +/- 478.67, N = 3SE +/- 271.02, N = 364056.0061020.1660429.5456624.98-pie-pie-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF-pie1. (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.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUArch LinuxUbuntu Linux 23.10CentOS Stream 9Fedora Server 390.18680.37360.56040.74720.934SE +/- 0.01, N = 15SE +/- 0.00, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 30.770.800.830.83-pie - MIN: 0.19 / MAX: 28.17-pie - MIN: 0.2 / MAX: 28.24-isystem -std=c++11 -fPIC -fvisibility=hidden -MD -MT -MF - MIN: 0.21 / MAX: 20.36-pie - MIN: 0.2 / MAX: 31.651. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateCentOS Stream 9Arch LinuxUbuntu Linux 23.10Fedora Server 391428425670SE +/- 0.51, N = 3SE +/- 0.91, N = 13SE +/- 0.09, N = 3SE +/- 0.04, N = 363.6443.6737.9737.721. (CC) gcc options: -O3 -march=native -fopenmp

NWChem

Input: C240 Buckyball

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballUbuntu Linux 23.104008001200160020001750.31. (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

Xcompact3d Incompact3d

Input: X3D-benchmarking input.i3d

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dFedora Server 39Ubuntu Linux 23.10CentOS Stream 9Arch Linux4080120160200SE +/- 0.67, N = 3SE +/- 0.44, N = 3SE +/- 0.56, N = 3SE +/- 0.25, N = 3168.67169.18184.19187.27-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi

GPAW

Input: Carbon Nanotube

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 23.6Input: Carbon NanotubeUbuntu Linux 23.10Fedora Server 394080120160200SE +/- 0.35, N = 15SE +/- 0.94, N = 338.64194.51-fwrapv -O2-fno-strict-overflow -fcf-protection -fexceptions -fPIC -UNDEBUG -std=c991. (CC) gcc options: -shared -lxc -lblas -lmpi

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingArch LinuxCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10160K320K480K640K800KSE +/- 9120.21, N = 15SE +/- 5583.39, N = 15SE +/- 4508.27, N = 7SE +/- 4291.24, N = 37592797510704961384648131. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingArch LinuxUbuntu Linux 23.10CentOS Stream 9Fedora Server 39100K200K300K400K500KSE +/- 19128.23, N = 15SE +/- 39319.74, N = 3SE +/- 2615.74, N = 15SE +/- 14994.49, N = 74820764550564342004286011. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4KArch LinuxCentOS Stream 9Fedora Server 39Ubuntu Linux 23.100.53891.07781.61672.15562.6945SE +/- 0.009, N = 3SE +/- 0.009, N = 3SE +/- 0.008, N = 3SE +/- 0.007, N = 32.3952.3582.3462.3071. (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 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4KArch LinuxCentOS Stream 9Ubuntu Linux 23.10Fedora Server 39510152025SE +/- 0.08, N = 3SE +/- 0.21, N = 3SE +/- 0.19, N = 3SE +/- 0.10, N = 322.0521.5621.3221.161. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4KArch LinuxFedora Server 39CentOS Stream 9Ubuntu Linux 23.101632486480SE +/- 0.15, N = 3SE +/- 0.99, N = 3SE +/- 0.39, N = 3SE +/- 0.48, N = 1573.7271.5269.8766.861. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4KArch LinuxFedora Server 39CentOS Stream 9Ubuntu Linux 23.101632486480SE +/- 0.36, N = 3SE +/- 0.53, N = 3SE +/- 0.99, N = 3SE +/- 0.74, N = 572.9170.8769.7266.431. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: FastArch LinuxFedora Server 39CentOS Stream 9Ubuntu Linux 23.100.65251.3051.95752.613.2625SE +/- 0.007, N = 3SE +/- 0.017, N = 3SE +/- 0.026, N = 3SE +/- 0.035, N = 32.9002.8342.8232.7851. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

VVenC

Video Input: Bosphorus 4K - Video Preset: Faster

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: FasterArch LinuxCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101.3372.6744.0115.3486.685SE +/- 0.050, N = 3SE +/- 0.013, N = 3SE +/- 0.035, N = 3SE +/- 0.061, N = 45.9425.8085.8045.6111. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: CrownFedora Server 39Arch LinuxCentOS Stream 9Ubuntu Linux 23.10306090120150SE +/- 1.32, N = 15SE +/- 0.13, N = 3SE +/- 1.24, N = 15SE +/- 0.25, N = 3142.17118.74105.62100.34MIN: 115.81 / MAX: 164.58MIN: 113.06 / MAX: 135.85MIN: 95.01 / MAX: 132.75MIN: 95.92 / MAX: 109.46

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonFedora Server 39CentOS Stream 9Arch LinuxUbuntu Linux 23.104080120160200SE +/- 0.73, N = 3SE +/- 3.90, N = 15SE +/- 0.19, N = 3SE +/- 0.50, N = 3179.54177.80148.60144.92MIN: 145.33 / MAX: 207.47MIN: 142.88 / MAX: 210.57MIN: 140.37 / MAX: 169.21MIN: 137.85 / MAX: 155.04

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.2Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-OnlyCentOS Stream 9Arch LinuxFedora Server 39Ubuntu Linux 23.101.1342.2683.4024.5365.67SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 35.044.754.684.53

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.2Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyCentOS Stream 9Arch LinuxFedora Server 39Ubuntu Linux 23.101.10252.2053.30754.415.5125SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 15SE +/- 0.06, N = 34.904.754.704.54

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.2Run: RTLightmap.hdr.4096x4096 - Device: CPU-OnlyCentOS Stream 9Arch LinuxFedora Server 39Ubuntu Linux 23.100.56481.12961.69442.25922.824SE +/- 0.03, N = 4SE +/- 0.03, N = 3SE +/- 0.01, N = 15SE +/- 0.01, N = 32.512.362.252.18

OpenVKL

Benchmark: vklBenchmarkCPU ISPC

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 2.0.0Benchmark: vklBenchmarkCPU ISPCArch LinuxFedora Server 39Ubuntu Linux 23.10CentOS Stream 96001200180024003000SE +/- 20.04, N = 3SE +/- 22.66, N = 3SE +/- 20.99, N = 3SE +/- 33.05, N = 32951282128212815MIN: 193 / MAX: 35719MIN: 178 / MAX: 36193MIN: 175 / MAX: 34505MIN: 186 / MAX: 35204

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/ao/real_timeArch LinuxUbuntu Linux 23.10CentOS Stream 9Fedora Server 39510152025SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 320.6720.6520.5020.44

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/scivis/real_timeArch LinuxUbuntu Linux 23.10Fedora Server 39CentOS Stream 9510152025SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 320.7820.7720.5420.44

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/pathtracer/real_timeCentOS Stream 9Ubuntu Linux 23.10Arch LinuxFedora Server 3920406080100SE +/- 0.23, N = 3SE +/- 0.35, N = 3SE +/- 0.87, N = 4SE +/- 0.58, N = 383.5782.9782.5182.14

OSPRay

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/ao/real_timeArch LinuxCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10816243240SE +/- 0.29, N = 3SE +/- 0.26, N = 15SE +/- 0.10, N = 3SE +/- 0.05, N = 334.0529.7628.6628.61

OSPRay

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeArch LinuxCentOS Stream 9Ubuntu Linux 23.10Fedora Server 39714212835SE +/- 0.48, N = 15SE +/- 0.17, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 331.5829.5128.9228.43

OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeArch LinuxCentOS Stream 9Ubuntu Linux 23.10Fedora Server 39816243240SE +/- 0.10, N = 3SE +/- 0.48, N = 15SE +/- 0.05, N = 3SE +/- 0.12, N = 333.3733.2932.3231.70

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUArch LinuxFedora Server 39Ubuntu Linux 23.102004006008001000SE +/- 3.93, N = 3SE +/- 9.82, N = 4SE +/- 3.48, N = 3874902914

OSPRay Studio

Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUArch LinuxFedora Server 39Ubuntu Linux 23.102004006008001000SE +/- 3.18, N = 3SE +/- 2.03, N = 3SE +/- 3.53, N = 3867897911

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUArch LinuxFedora Server 39Ubuntu Linux 23.102004006008001000SE +/- 2.33, N = 3SE +/- 2.96, N = 3SE +/- 2.40, N = 3102610581079

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUArch LinuxUbuntu Linux 23.10Fedora Server 393K6K9K12K15KSE +/- 32.00, N = 3SE +/- 3.51, N = 3SE +/- 22.15, N = 3115751208612187

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUArch LinuxFedora Server 39Ubuntu Linux 23.107K14K21K28K35KSE +/- 740.65, N = 15SE +/- 1257.60, N = 15SE +/- 481.26, N = 15238842803532279

OSPRay Studio

Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUArch LinuxUbuntu Linux 23.10Fedora Server 393K6K9K12K15KSE +/- 13.00, N = 3SE +/- 25.12, N = 3SE +/- 36.03, N = 3116581224312262

OSPRay Studio

Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUArch LinuxFedora Server 39Ubuntu Linux 23.107K14K21K28K35KSE +/- 467.39, N = 15SE +/- 1255.46, N = 15SE +/- 600.94, N = 15236872752433174

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUArch LinuxFedora Server 39Ubuntu Linux 23.103K6K9K12K15KSE +/- 37.30, N = 3SE +/- 37.95, N = 3SE +/- 177.62, N = 4136391442214508

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUArch LinuxFedora Server 39Ubuntu Linux 23.108K16K24K32K40KSE +/- 138.45, N = 3SE +/- 119.27, N = 3SE +/- 564.37, N = 15339763469837285

OSPRay Studio

Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUArch LinuxUbuntu Linux 23.10Fedora Server 3950100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3226234235

OSPRay Studio

Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUArch LinuxUbuntu Linux 23.10Fedora Server 3950100150200250SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3223233233

OSPRay Studio

Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUArch LinuxUbuntu Linux 23.10Fedora Server 3960120180240300SE +/- 0.67, N = 3SE +/- 0.00, N = 3SE +/- 1.45, N = 3265276276

OSPRay Studio

Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUArch LinuxFedora Server 39Ubuntu Linux 23.108001600240032004000SE +/- 21.20, N = 3SE +/- 16.22, N = 3SE +/- 3.21, N = 3359136833718

OSPRay Studio

Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Arch LinuxUbuntu Linux 23.1014002800420056007000SE +/- 13.35, N = 3SE +/- 40.01, N = 3SE +/- 77.79, N = 4631463806448

OSPRay Studio

Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUArch LinuxFedora Server 39Ubuntu Linux 23.108001600240032004000SE +/- 5.13, N = 3SE +/- 43.59, N = 3SE +/- 7.45, N = 3354436553694

OSPRay Studio

Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.10Arch Linux14002800420056007000SE +/- 28.01, N = 3SE +/- 60.98, N = 6SE +/- 44.43, N = 3630363246399

OSPRay Studio

Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUArch LinuxUbuntu Linux 23.10Fedora Server 399001800270036004500SE +/- 13.25, N = 3SE +/- 47.59, N = 4SE +/- 21.55, N = 3417343534377

OSPRay Studio

Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUArch LinuxUbuntu Linux 23.10Fedora Server 3916003200480064008000SE +/- 29.16, N = 3SE +/- 31.90, N = 3SE +/- 91.12, N = 4704373217424

Speedb

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Random ReadFedora Server 39Arch LinuxUbuntu Linux 23.10130M260M390M520M650MSE +/- 8524314.28, N = 3SE +/- 6923132.62, N = 4SE +/- 5282775.06, N = 8626261826616573385600703384-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

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 CacheArch LinuxUbuntu Linux 23.10Fedora Server 39CentOS Stream 950100150200250SE +/- 2.35, N = 3SE +/- 2.70, N = 3SE +/- 2.54, N = 3SE +/- 0.84, N = 3209.64205.20188.71183.62MIN: 32.84 / MAX: 1764.71MIN: 35.4 / MAX: 1818.18MIN: 30.08 / MAX: 1428.57MIN: 34.56 / MAX: 1714.29

ClickHouse

100M Rows Hits Dataset, Second Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second RunArch LinuxUbuntu Linux 23.10Fedora Server 39CentOS Stream 950100150200250SE +/- 1.76, N = 3SE +/- 1.67, N = 3SE +/- 1.90, N = 3SE +/- 3.30, N = 3221.80214.31202.14200.18MIN: 36.97 / MAX: 1875MIN: 36.39 / MAX: 1764.71MIN: 36.41 / MAX: 1463.41MIN: 37.41 / MAX: 2000

ClickHouse

100M Rows Hits Dataset, Third Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunArch LinuxUbuntu Linux 23.10Fedora Server 39CentOS Stream 950100150200250SE +/- 0.45, N = 3SE +/- 3.81, N = 3SE +/- 3.01, N = 3SE +/- 2.16, N = 3221.71215.62206.83201.05MIN: 35.63 / MAX: 2068.97MIN: 37.43 / MAX: 1714.29MIN: 35.91 / MAX: 1935.48MIN: 36.08 / MAX: 1500

Memcached

Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10Arch LinuxFedora Server 39Ubuntu Linux 23.10CentOS Stream 91.2M2.4M3.6M4.8M6MSE +/- 45099.83, N = 8SE +/- 65254.44, N = 3SE +/- 36897.17, N = 5SE +/- 43085.73, N = 135462773.675054518.763370014.383337339.101. (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: 1:100Arch LinuxFedora Server 39Ubuntu Linux 23.10CentOS Stream 92M4M6M8M10MSE +/- 121500.81, N = 15SE +/- 380886.14, N = 12SE +/- 20632.12, N = 3SE +/- 20448.57, N = 109633352.448983240.523477137.282615816.731. (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: 500Fedora Server 39CentOS Stream 9Arch LinuxUbuntu Linux 23.10400K800K1200K1600K2000KSE +/- 30474.05, N = 15SE +/- 19161.91, N = 15SE +/- 19370.21, N = 15SE +/- 15103.72, N = 151838671.431821521.391777534.651541713.801. (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: 500Arch LinuxUbuntu Linux 23.10Fedora Server 39CentOS Stream 9500K1000K1500K2000K2500KSE +/- 46614.18, N = 15SE +/- 48178.71, N = 15SE +/- 73166.31, N = 15SE +/- 47416.25, N = 152231227.612134872.892125843.971978937.181. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random ReadFedora Server 39Arch LinuxUbuntu Linux 23.10140M280M420M560M700MSE +/- 3865049.53, N = 3SE +/- 7708164.70, N = 3SE +/- 7527805.83, N = 15652854125608345894599822046-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

RocksDB

Test: Update Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Update RandomArch LinuxUbuntu Linux 23.10Fedora Server 3930K60K90K120K150KSE +/- 1143.37, N = 3SE +/- 440.29, N = 3SE +/- 1187.74, N = 3127451125560123092-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

RocksDB

Test: Read While Writing

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read While WritingUbuntu Linux 23.10Arch LinuxFedora Server 392M4M6M8M10MSE +/- 81611.31, N = 8SE +/- 87416.61, N = 3SE +/- 133209.05, N = 14977598993856528567006-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

RocksDB

Test: Read Random Write Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read Random Write RandomFedora Server 39Ubuntu Linux 23.10Arch Linux300K600K900K1200K1500KSE +/- 13512.70, N = 15SE +/- 5328.60, N = 3SE +/- 9325.25, N = 151184837955461932034-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

PostgreSQL

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read OnlyArch LinuxUbuntu Linux 23.10150K300K450K600K750KSE +/- 16477.93, N = 12SE +/- 22056.84, N = 126987346793171. (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 LatencyArch LinuxUbuntu Linux 23.100.3350.671.0051.341.675SE +/- 0.035, N = 12SE +/- 0.047, N = 121.4401.4891. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read WriteUbuntu Linux 23.10Arch Linux8K16K24K32K40KSE +/- 1662.84, N = 9SE +/- 280.04, N = 1239542185361. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

PostgreSQL

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average LatencyUbuntu Linux 23.10Arch Linux1224364860SE +/- 0.97, N = 9SE +/- 0.82, N = 1225.6254.091. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Phoronix Test Suite v10.8.5