Linux Distros Emerald Rapids

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
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BLAS (Basic Linear Algebra Sub-Routine) Tests 3 Tests
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CPU Massive 10 Tests
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Game Development 2 Tests
HPC - High Performance Computing 14 Tests
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Machine Learning 4 Tests
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Multi-Core 15 Tests
NVIDIA GPU Compute 2 Tests
Intel oneAPI 6 Tests
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Ubuntu Linux 23.10
February 25
  20 Hours, 3 Minutes
CentOS Stream 9
February 26
  13 Hours, 36 Minutes
Fedora Server 39
March 02
  17 Hours, 42 Minutes
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Ubuntu Linux 23.10

Processor: 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads), Motherboard: Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T

OS: Ubuntu 23.10, Kernel: 6.5.0-17-generic (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1024x768

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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
Processor Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x21000161
Python Notes: Python 3.11.6
Security Notes: 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

Processor: 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads), Motherboard: Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS + 257GB Flash Drive, Graphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T

OS: CentOS Stream 9, Kernel: 5.14.0-419.el9.x86_64 (x86_64), Desktop: GNOME Shell 40.10, Display Server: X Server, Compiler: GCC 11.4.1 20231218, File-System: xfs, Screen Resolution: 1920x1200

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl
Processor Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x21000161
Python Notes: Python 3.9.18
Security Notes: 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

OS: Fedora Linux 39, Kernel: 6.7.6-200.fc39.x86_64 (x86_64), Compiler: GCC 13.2.1 20231205, File-System: xfs, Screen Resolution: 1024x768

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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 Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x21000161
Python Notes: Python 3.12.2
Security Notes: 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 RapidsProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelCompilerFile-SystemScreen ResolutionDesktopDisplay ServerUbuntu Linux 23.10CentOS Stream 9Fedora Server 392 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 202312051024x768OpenBenchmarking.orgKernel Details- Ubuntu Linux 23.10: Transparent Huge Pages: madvise- CentOS Stream 9: Transparent Huge Pages: always- Fedora Server 39: Transparent Huge Pages: madviseCompiler 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: 0x21000161Python Details- Ubuntu Linux 23.10: Python 3.11.6- CentOS Stream 9: Python 3.9.18- Fedora Server 39: Python 3.12.2Security 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

Ubuntu Linux 23.10CentOS Stream 9Fedora Server 39Result OverviewPhoronix Test Suite100%139%177%216%255%NAMDMemcachedACES DGEMMGROMACSEmbreeeasyWave7-Zip CompressionY-CruncherIntel Open Image DenoiseXcompact3d Incompact3dRedisClickHouseOpenVINOGraph500CloverLeafLAMMPS Molecular Dynamics SimulatorQuicksilverSVT-AV1VVenCOSPRayHigh Performance Conjugate GradientOpenVKL

Linux Distros Emerald Rapidshpcg: 104 104 104 - 60hpcg: 144 144 144 - 60lczero: BLASlczero: Eigenquicksilver: CTS2quicksilver: CORAL2 P1quicksilver: CORAL2 P2cloverleaf: clover_bm16cloverleaf: clover_bm64_shortnamd: ATPase with 327,506 Atomsnamd: STMV with 1,066,628 Atomsnwchem: C240 Buckyballincompact3d: X3D-benchmarking input.i3dlammps: 20k Atomslammps: Rhodopsin Proteineasywave: e2Asean Grid + BengkuluSept2007 Source - 2400embree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonsvt-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 - Fastermt-dgemm: Sustained Floating-Point Rateoidn: RT.hdr_alb_nrm.3840x2160 - CPU-Onlyoidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlyoidn: RTLightmap.hdr.4096x4096 - CPU-Onlyopenvkl: vklBenchmarkCPU ISPCcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingy-cruncher: 1By-cruncher: 5Bclickhouse: 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 - 500graph500: 26graph500: 26graph500: 26graph500: 26gromacs: MPI CPU - water_GMX50_barepgbench: 100 - 1000 - Read Onlypgbench: 100 - 1000 - Read Only - Average Latencypgbench: 100 - 1000 - Read Writepgbench: 100 - 1000 - Read Write - Average Latencytensorflow: CPU - 512 - ResNet-50rawtherapee: Total Benchmark Timedeepsparse: 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-Streamdeepsparse: 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-Streamgpaw: Carbon Nanotubeopenvino: 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 - CPUrocksdb: Rand Readrocksdb: Update Randrocksdb: Read While Writingrocksdb: Read Rand Write Randspeedb: Rand Readospray: 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 - CPUUbuntu Linux 23.10CentOS Stream 9Fedora Server 3971.137169.336215380768022259315006744778279.2132.104.707111.490041750.3169.17857956.68337.518177.754100.3399144.91952.30721.31766.85766.4302.7855.61137.9710184.534.542.1828214648134550567.20729.821205.20214.31215.623370014.383477137.281541713.802134872.89122655000012895800004835340006649910009.6306793171.4893954225.61673.12129.079132.6789478.76314547.539514.05731837.111334.760311099.64405.7515829.506377.0180155.8178409.00891826.044734.9884853.207974.88381223.163952.2774176.5691361.28771866.225934.2545133.2063477.136238.637375.7585.06519.83245.988901.6114.3724570.105.202377.9053.791143.2527.9343516.982.8510033.9512.743217.8439.7661020.160.80599822046125560977598995546160070338420.654620.772582.970028.608828.916232.3212914911107912086322791224333174145083728523423327637186448369463244353732171.133269.1728739833358008336381000314.4925.013.203280.50251184.19233257.83639.795205.005105.6194177.79602.35821.56069.86869.7182.8235.80863.6358405.044.902.5128157510704342007.91332.850183.62200.18201.053337339.102615816.731821521.391978937.18146412000014996000004663980006407940005.93976.68132.9101478.03154462.525514.31821863.342934.290611022.30205.7833827.991477.1671152.5678416.68161866.515334.2262853.337474.80381223.647052.2360173.9515366.38311810.950835.2846133.2818476.5785328.3797.34528.79241.678908.7414.3624295.715.252412.5153.02617.4552.0940187.343.0210113.4712.653196.4740.0260429.540.8320.502120.442783.565229.762629.510433.293872.457570.3805736750058358186759600255.3931.635.407061.92977168.67181957.67739.009156.237142.1675179.54032.34621.16171.51870.8742.8345.80437.7200764.684.702.2528214961384286018.27033.734188.71202.14206.835054518.768983240.521838671.432125843.97119551000012532500004930310006634120007.180118.228194.508340.9793.74529.14241.708862.0714.4324296.545.252383.2253.67978.7032.6742419.892.8610082.9312.693255.1639.3056624.980.836528541251230928567006118483762626182620.444220.541982.138028.663728.43031.69999028971058121872803512262275241442234698235233276368363143655630343777424OpenBenchmarking.org

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60CentOS Stream 9Fedora Server 39Ubuntu Linux 23.101632486480SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.19, N = 371.1372.4671.141. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60CentOS Stream 9Fedora Server 39Ubuntu Linux 23.101428425670Min: 70.9 / Avg: 71.13 / Max: 71.26Min: 72.28 / Avg: 72.46 / Max: 72.72Min: 70.76 / Avg: 71.14 / Max: 71.361. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 144 144 144 - RT: 60CentOS Stream 9Fedora Server 39Ubuntu Linux 23.101632486480SE +/- 0.83, N = 4SE +/- 0.27, N = 3SE +/- 0.52, N = 369.1770.3869.341. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 144 144 144 - RT: 60CentOS Stream 9Fedora Server 39Ubuntu Linux 23.101428425670Min: 66.76 / Avg: 69.17 / Max: 70.27Min: 69.87 / Avg: 70.38 / Max: 70.77Min: 68.31 / Avg: 69.34 / Max: 70.011. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.30Backend: BLASUbuntu Linux 23.1048121620SE +/- 1.18, N = 9151. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.30Backend: BLASUbuntu Linux 23.1048121620Min: 13 / Avg: 14.67 / Max: 241. (CXX) g++ options: -flto -pthread

Backend: BLAS

CentOS Stream 9: The test quit with a non-zero exit status. E: lczero: line 4: ./lc0: No such file or directory

Fedora Server 39: The test quit with a non-zero exit status. E: lczero: line 4: ./lc0: No such file or directory

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.30Backend: EigenUbuntu Linux 23.1080160240320400SE +/- 4.52, N = 43801. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.30Backend: EigenUbuntu Linux 23.1070140210280350Min: 368 / Avg: 380.25 / Max: 3881. (CXX) g++ options: -flto -pthread

Backend: Eigen

CentOS Stream 9: The test quit with a non-zero exit status. E: lczero: line 4: ./lc0: No such file or directory

Fedora Server 39: The test quit with a non-zero exit status. E: lczero: line 4: ./lc0: No such file or directory

Quicksilver

Quicksilver is a proxy application that represents some elements of the Mercury workload by solving a simplified dynamic Monte Carlo particle transport problem. Quicksilver is developed by Lawrence Livermore National Laboratory (LLNL) and this test profile currently makes use of the OpenMP CPU threaded code path. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CTS2CentOS Stream 9Fedora Server 39Ubuntu Linux 23.101.6M3.2M4.8M6.4M8MSE +/- 121572.66, N = 6SE +/- 90618.71, N = 4SE +/- 80526.35, N = 97398333736750076802221. (CXX) g++ options: -fopenmp -O3 -march=native
OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CTS2CentOS Stream 9Fedora Server 39Ubuntu Linux 23.101.3M2.6M3.9M5.2M6.5MMin: 6894000 / Avg: 7398333.33 / Max: 7644000Min: 7161000 / Avg: 7367500 / Max: 7596000Min: 7249000 / Avg: 7680222.22 / Max: 80280001. (CXX) g++ options: -fopenmp -O3 -march=native

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P1CentOS Stream 9Fedora Server 39Ubuntu Linux 23.101.3M2.6M3.9M5.2M6.5MSE +/- 105910.76, N = 12SE +/- 42699.12, N = 11SE +/- 65941.38, N = 125800833583581859315001. (CXX) g++ options: -fopenmp -O3 -march=native
OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P1CentOS Stream 9Fedora Server 39Ubuntu Linux 23.101000K2000K3000K4000K5000KMin: 5443000 / Avg: 5800833.33 / Max: 6788000Min: 5706000 / Avg: 5835818.18 / Max: 6202000Min: 5749000 / Avg: 5931500 / Max: 65790001. (CXX) g++ options: -fopenmp -O3 -march=native

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P2CentOS Stream 9Fedora Server 39Ubuntu Linux 23.101.4M2.8M4.2M5.6M7MSE +/- 51868.42, N = 3SE +/- 74346.22, N = 5SE +/- 81512.06, N = 96381000675960067447781. (CXX) g++ options: -fopenmp -O3 -march=native
OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P2CentOS Stream 9Fedora Server 39Ubuntu Linux 23.101.2M2.4M3.6M4.8M6MMin: 6287000 / Avg: 6381000 / Max: 6466000Min: 6516000 / Avg: 6759600 / Max: 6985000Min: 6455000 / Avg: 6744777.78 / Max: 72760001. (CXX) g++ options: -fopenmp -O3 -march=native

CloverLeaf

CloverLeaf is a Lagrangian-Eulerian hydrodynamics benchmark. This test profile currently makes use of CloverLeaf's OpenMP version. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeaf 1.3Input: clover_bm16CentOS Stream 9Fedora Server 39Ubuntu Linux 23.1070140210280350SE +/- 1.51, N = 3SE +/- 1.01, N = 3SE +/- 3.60, N = 3314.49255.39279.211. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeaf 1.3Input: clover_bm16CentOS Stream 9Fedora Server 39Ubuntu Linux 23.1060120180240300Min: 312.36 / Avg: 314.49 / Max: 317.4Min: 253.89 / Avg: 255.39 / Max: 257.3Min: 273.09 / Avg: 279.21 / Max: 285.541. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeaf 1.3Input: clover_bm64_shortCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10714212835SE +/- 0.12, N = 3SE +/- 0.40, N = 3SE +/- 0.23, N = 1125.0131.6332.101. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeaf 1.3Input: clover_bm64_shortCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10714212835Min: 24.82 / Avg: 25.01 / Max: 25.24Min: 30.96 / Avg: 31.63 / Max: 32.33Min: 30.88 / Avg: 32.1 / Max: 33.561. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: ATPase with 327,506 AtomsCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101.21662.43323.64984.86646.083SE +/- 0.30866, N = 12SE +/- 0.33952, N = 15SE +/- 0.33618, N = 153.203285.407064.70711
OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: ATPase with 327,506 AtomsCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10246810Min: 1.14 / Avg: 3.2 / Max: 4.52Min: 3.61 / Avg: 5.41 / Max: 7.32Min: 1.54 / Avg: 4.71 / Max: 6.53

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: STMV with 1,066,628 AtomsCentOS Stream 9Fedora Server 39Ubuntu Linux 23.100.43420.86841.30261.73682.171SE +/- 0.04889, N = 12SE +/- 0.05361, N = 15SE +/- 0.14829, N = 150.502511.929771.49004
OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: STMV with 1,066,628 AtomsCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10246810Min: 0.26 / Avg: 0.5 / Max: 0.79Min: 1.65 / Avg: 1.93 / Max: 2.33Min: 0.26 / Avg: 1.49 / Max: 2.19

NWChem

NWChem is an open-source high performance computational chemistry package. Per NWChem's documentation, "NWChem aims to provide its users with computational chemistry tools that are scalable both in their ability to treat large scientific computational chemistry problems efficiently, and in their use of available parallel computing resources from high-performance parallel supercomputers to conventional workstation clusters." Learn more via the OpenBenchmarking.org test page.

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

Input: C240 Buckyball

CentOS Stream 9: The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

Fedora Server 39: The test run did not produce a result. E: /nwchem-7.0.2/bin/LINUX64/nwchem: error while loading shared libraries: libmpi_usempif08.so.40: cannot open shared object file: No such file or directory

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dCentOS Stream 9Fedora Server 39Ubuntu Linux 23.104080120160200SE +/- 0.56, N = 3SE +/- 0.67, N = 3SE +/- 0.44, N = 3184.19168.67169.18-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
OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10306090120150Min: 183.26 / Avg: 184.19 / Max: 185.2Min: 167.4 / Avg: 168.67 / Max: 169.64Min: 168.69 / Avg: 169.18 / Max: 170.071. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101326395265SE +/- 0.46, N = 3SE +/- 0.40, N = 3SE +/- 0.42, N = 357.8457.6856.681. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101122334455Min: 57.12 / Avg: 57.84 / Max: 58.69Min: 56.88 / Avg: 57.68 / Max: 58.08Min: 56.25 / Avg: 56.68 / Max: 57.521. (CXX) g++ options: -O3 -lm -ldl

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10918273645SE +/- 0.76, N = 15SE +/- 0.95, N = 15SE +/- 0.93, N = 1539.8039.0137.521. (CXX) g++ options: -O3 -lm -ldl
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10816243240Min: 37.01 / Avg: 39.79 / Max: 48.79Min: 33.95 / Avg: 39.01 / Max: 47.89Min: 30.91 / Avg: 37.52 / Max: 42.281. (CXX) g++ options: -O3 -lm -ldl

easyWave

The easyWave software allows simulating tsunami generation and propagation in the context of early warning systems. EasyWave supports making use of OpenMP for CPU multi-threading and there are also GPU ports available but not currently incorporated as part of this test profile. The easyWave tsunami generation software is run with one of the example/reference input files for measuring the CPU execution time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BettereasyWave r34Input: e2Asean Grid + BengkuluSept2007 Source - Time: 2400CentOS Stream 9Fedora Server 39Ubuntu Linux 23.104080120160200SE +/- 10.40, N = 12SE +/- 15.88, N = 12SE +/- 8.98, N = 12205.01156.24177.751. (CXX) g++ options: -O3 -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BettereasyWave r34Input: e2Asean Grid + BengkuluSept2007 Source - Time: 2400CentOS Stream 9Fedora Server 39Ubuntu Linux 23.104080120160200Min: 157.73 / Avg: 205.01 / Max: 286.78Min: 96.98 / Avg: 156.24 / Max: 300.61Min: 130.91 / Avg: 177.75 / Max: 236.161. (CXX) g++ options: -O3 -fopenmp

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: CrownCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10306090120150SE +/- 1.24, N = 15SE +/- 1.32, N = 15SE +/- 0.25, N = 3105.62142.17100.34MIN: 95.01 / MAX: 132.75MIN: 115.81 / MAX: 164.58MIN: 95.92 / MAX: 109.46
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: CrownCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10306090120150Min: 99.1 / Avg: 105.62 / Max: 114.68Min: 132.06 / Avg: 142.17 / Max: 148.27Min: 99.99 / Avg: 100.34 / Max: 100.82

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonCentOS Stream 9Fedora Server 39Ubuntu Linux 23.104080120160200SE +/- 3.90, N = 15SE +/- 0.73, N = 3SE +/- 0.50, N = 3177.80179.54144.92MIN: 142.88 / MAX: 210.57MIN: 145.33 / MAX: 207.47MIN: 137.85 / MAX: 155.04
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10306090120150Min: 150.94 / Avg: 177.8 / Max: 196.85Min: 178.13 / Avg: 179.54 / Max: 180.54Min: 143.93 / Avg: 144.92 / Max: 145.48

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4KCentOS Stream 9Fedora Server 39Ubuntu Linux 23.100.53061.06121.59182.12242.653SE +/- 0.009, N = 3SE +/- 0.008, N = 3SE +/- 0.007, N = 32.3582.3462.3071. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4KCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10246810Min: 2.34 / Avg: 2.36 / Max: 2.37Min: 2.34 / Avg: 2.35 / Max: 2.36Min: 2.29 / Avg: 2.31 / Max: 2.321. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4KCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10510152025SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 0.19, N = 321.5621.1621.321. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4KCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10510152025Min: 21.2 / Avg: 21.56 / Max: 21.94Min: 20.99 / Avg: 21.16 / Max: 21.32Min: 20.93 / Avg: 21.32 / Max: 21.511. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4KCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101632486480SE +/- 0.39, N = 3SE +/- 0.99, N = 3SE +/- 0.48, N = 1569.8771.5266.861. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4KCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101428425670Min: 69.36 / Avg: 69.87 / Max: 70.64Min: 70.01 / Avg: 71.52 / Max: 73.39Min: 64.49 / Avg: 66.86 / Max: 70.291. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4KCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101632486480SE +/- 0.99, N = 3SE +/- 0.53, N = 3SE +/- 0.74, N = 569.7270.8766.431. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4KCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101428425670Min: 67.84 / Avg: 69.72 / Max: 71.2Min: 70.2 / Avg: 70.87 / Max: 71.91Min: 64.81 / Avg: 66.43 / Max: 69.021. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

VVenC

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: FastCentOS Stream 9Fedora Server 39Ubuntu Linux 23.100.63771.27541.91312.55083.1885SE +/- 0.026, N = 3SE +/- 0.017, N = 3SE +/- 0.035, N = 32.8232.8342.7851. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects
OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: FastCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10246810Min: 2.8 / Avg: 2.82 / Max: 2.88Min: 2.81 / Avg: 2.83 / Max: 2.87Min: 2.72 / Avg: 2.79 / Max: 2.831. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: FasterCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101.30682.61363.92045.22726.534SE +/- 0.013, N = 3SE +/- 0.035, N = 3SE +/- 0.061, N = 45.8085.8045.6111. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects
OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: FasterCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10246810Min: 5.78 / Avg: 5.81 / Max: 5.83Min: 5.73 / Avg: 5.8 / Max: 5.85Min: 5.51 / Avg: 5.61 / Max: 5.791. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

ACES DGEMM

This is a multi-threaded DGEMM benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101428425670SE +/- 0.51, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 363.6437.7237.971. (CC) gcc options: -O3 -march=native -fopenmp
OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101224364860Min: 62.83 / Avg: 63.64 / Max: 64.57Min: 37.65 / Avg: 37.72 / Max: 37.8Min: 37.86 / Avg: 37.97 / Max: 38.141. (CC) gcc options: -O3 -march=native -fopenmp

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.2Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-OnlyCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101.1342.2683.4024.5365.67SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 35.044.684.53
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.2Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-OnlyCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10246810Min: 4.9 / Avg: 5.04 / Max: 5.15Min: 4.6 / Avg: 4.68 / Max: 4.79Min: 4.49 / Avg: 4.53 / Max: 4.55

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.2Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101.10252.2053.30754.415.5125SE +/- 0.03, N = 3SE +/- 0.03, N = 15SE +/- 0.06, N = 34.904.704.54
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.2Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10246810Min: 4.84 / Avg: 4.9 / Max: 4.95Min: 4.45 / Avg: 4.7 / Max: 4.86Min: 4.48 / Avg: 4.54 / Max: 4.65

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.2Run: RTLightmap.hdr.4096x4096 - Device: CPU-OnlyCentOS Stream 9Fedora Server 39Ubuntu Linux 23.100.56481.12961.69442.25922.824SE +/- 0.03, N = 4SE +/- 0.01, N = 15SE +/- 0.01, N = 32.512.252.18
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.2Run: RTLightmap.hdr.4096x4096 - Device: CPU-OnlyCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10246810Min: 2.42 / Avg: 2.51 / Max: 2.55Min: 2.14 / Avg: 2.25 / Max: 2.36Min: 2.17 / Avg: 2.18 / Max: 2.19

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 2.0.0Benchmark: vklBenchmarkCPU ISPCCentOS Stream 9Fedora Server 39Ubuntu Linux 23.106001200180024003000SE +/- 33.05, N = 3SE +/- 22.66, N = 3SE +/- 20.99, N = 3281528212821MIN: 186 / MAX: 35204MIN: 178 / MAX: 36193MIN: 175 / MAX: 34505
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 2.0.0Benchmark: vklBenchmarkCPU ISPCCentOS Stream 9Fedora Server 39Ubuntu Linux 23.105001000150020002500Min: 2749 / Avg: 2815 / Max: 2851Min: 2789 / Avg: 2821.33 / Max: 2865Min: 2792 / Avg: 2821.33 / Max: 2862

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10160K320K480K640K800KSE +/- 5583.39, N = 15SE +/- 4508.27, N = 7SE +/- 4291.24, N = 37510704961384648131. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10130K260K390K520K650KMin: 693545 / Avg: 751069.53 / Max: 774190Min: 486386 / Avg: 496138 / Max: 521611Min: 459959 / Avg: 464813.33 / Max: 4733701. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10100K200K300K400K500KSE +/- 2615.74, N = 15SE +/- 14994.49, N = 7SE +/- 39319.74, N = 34342004286014550561. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1080K160K240K320K400KMin: 411625 / Avg: 434199.73 / Max: 447865Min: 357109 / Avg: 428600.86 / Max: 465646Min: 388489 / Avg: 455056 / Max: 5245991. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Y-Cruncher

Y-Cruncher is a multi-threaded Pi benchmark capable of computing Pi to trillions of digits. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.3Pi Digits To Calculate: 1BCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10246810SE +/- 0.045, N = 3SE +/- 0.088, N = 5SE +/- 0.037, N = 37.9138.2707.207
OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.3Pi Digits To Calculate: 1BCentOS Stream 9Fedora Server 39Ubuntu Linux 23.103691215Min: 7.83 / Avg: 7.91 / Max: 7.97Min: 7.95 / Avg: 8.27 / Max: 8.42Min: 7.16 / Avg: 7.21 / Max: 7.28

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.3Pi Digits To Calculate: 5BCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10816243240SE +/- 0.17, N = 3SE +/- 0.43, N = 3SE +/- 0.07, N = 332.8533.7329.82
OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.8.3Pi Digits To Calculate: 5BCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10714212835Min: 32.53 / Avg: 32.85 / Max: 33.1Min: 33.28 / Avg: 33.73 / Max: 34.6Min: 29.69 / Avg: 29.82 / Max: 29.89

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ / https://github.com/ClickHouse/ClickBench/tree/main/clickhouse with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all separate queries performed as an aggregate. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold CacheCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1050100150200250SE +/- 0.84, N = 3SE +/- 2.54, N = 3SE +/- 2.70, N = 3183.62188.71205.20MIN: 34.56 / MAX: 1714.29MIN: 30.08 / MAX: 1428.57MIN: 35.4 / MAX: 1818.18
OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold CacheCentOS Stream 9Fedora Server 39Ubuntu Linux 23.104080120160200Min: 182.31 / Avg: 183.62 / Max: 185.2Min: 185.89 / Avg: 188.71 / Max: 193.77Min: 199.81 / Avg: 205.2 / Max: 207.98

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second RunCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1050100150200250SE +/- 3.30, N = 3SE +/- 1.90, N = 3SE +/- 1.67, N = 3200.18202.14214.31MIN: 37.41 / MAX: 2000MIN: 36.41 / MAX: 1463.41MIN: 36.39 / MAX: 1764.71
OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second RunCentOS Stream 9Fedora Server 39Ubuntu Linux 23.104080120160200Min: 193.92 / Avg: 200.18 / Max: 205.13Min: 198.35 / Avg: 202.14 / Max: 204.37Min: 211 / Avg: 214.31 / Max: 216.31

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1050100150200250SE +/- 2.16, N = 3SE +/- 3.01, N = 3SE +/- 3.81, N = 3201.05206.83215.62MIN: 36.08 / MAX: 1500MIN: 35.91 / MAX: 1935.48MIN: 37.43 / MAX: 1714.29
OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunCentOS Stream 9Fedora Server 39Ubuntu Linux 23.104080120160200Min: 196.75 / Avg: 201.05 / Max: 203.57Min: 200.86 / Avg: 206.83 / Max: 210.49Min: 208.79 / Avg: 215.62 / Max: 221.95

Memcached

Memcached is a high performance, distributed memory object caching system. This Memcached test profiles makes use of memtier_benchmark for excuting this CPU/memory-focused server benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10CentOS Stream 9Fedora Server 39Ubuntu Linux 23.101.1M2.2M3.3M4.4M5.5MSE +/- 43085.73, N = 13SE +/- 65254.44, N = 3SE +/- 36897.17, N = 53337339.105054518.763370014.381. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10CentOS Stream 9Fedora Server 39Ubuntu Linux 23.10900K1800K2700K3600K4500KMin: 2858704.26 / Avg: 3337339.1 / Max: 3462851.64Min: 4933706.05 / Avg: 5054518.76 / Max: 5157676.04Min: 3236499.45 / Avg: 3370014.38 / Max: 34469891. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100CentOS Stream 9Fedora Server 39Ubuntu Linux 23.102M4M6M8M10MSE +/- 20448.57, N = 10SE +/- 380886.14, N = 12SE +/- 20632.12, N = 32615816.738983240.523477137.281. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100CentOS Stream 9Fedora Server 39Ubuntu Linux 23.101.6M3.2M4.8M6.4M8MMin: 2474573.07 / Avg: 2615816.73 / Max: 2694276.59Min: 8196370.3 / Avg: 8983240.52 / Max: 13111858.34Min: 3441407.94 / Avg: 3477137.28 / Max: 3512879.711. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 500CentOS Stream 9Fedora Server 39Ubuntu Linux 23.10400K800K1200K1600K2000KSE +/- 19161.91, N = 15SE +/- 30474.05, N = 15SE +/- 15103.72, N = 151821521.391838671.431541713.801. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 500CentOS Stream 9Fedora Server 39Ubuntu Linux 23.10300K600K900K1200K1500KMin: 1724823 / Avg: 1821521.39 / Max: 2007234.5Min: 1598034.38 / Avg: 1838671.43 / Max: 2054015.38Min: 1474952.62 / Avg: 1541713.8 / Max: 1710593.51. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 500CentOS Stream 9Fedora Server 39Ubuntu Linux 23.10500K1000K1500K2000K2500KSE +/- 47416.25, N = 15SE +/- 73166.31, N = 15SE +/- 48178.71, N = 151978937.182125843.972134872.891. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 500CentOS Stream 9Fedora Server 39Ubuntu Linux 23.10400K800K1200K1600K2000KMin: 1781927.88 / Avg: 1978937.18 / Max: 2361540.5Min: 1584362.5 / Avg: 2125843.97 / Max: 2402849.5Min: 1790093.75 / Avg: 2134872.89 / Max: 23490041. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Graph500

This is a benchmark of the reference implementation of Graph500, an HPC benchmark focused on data intensive loads and commonly tested on supercomputers for complex data problems. Graph500 primarily stresses the communication subsystem of the hardware under test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbfs median_TEPS, More Is BetterGraph500 3.0Scale: 26CentOS Stream 9Fedora Server 39Ubuntu Linux 23.10300M600M900M1200M1500M1464120000119551000012265500001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenBenchmarking.orgbfs max_TEPS, More Is BetterGraph500 3.0Scale: 26CentOS Stream 9Fedora Server 39Ubuntu Linux 23.10300M600M900M1200M1500M1499600000125325000012895800001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenBenchmarking.orgsssp median_TEPS, More Is BetterGraph500 3.0Scale: 26CentOS Stream 9Fedora Server 39Ubuntu Linux 23.10110M220M330M440M550M4663980004930310004835340001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenBenchmarking.orgsssp max_TEPS, More Is BetterGraph500 3.0Scale: 26CentOS Stream 9Fedora Server 39Ubuntu Linux 23.10140M280M420M560M700M6407940006634120006649910001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareCentOS Stream 9Fedora Server 39Ubuntu Linux 23.103691215SE +/- 0.323, N = 12SE +/- 0.850, N = 12SE +/- 1.403, N = 75.9397.1809.6301. (CXX) g++ options: -O3 -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareCentOS Stream 9Fedora Server 39Ubuntu Linux 23.103691215Min: 3.9 / Avg: 5.94 / Max: 7.3Min: 5.02 / Avg: 7.18 / Max: 15.08Min: 6.17 / Avg: 9.63 / Max: 15.531. (CXX) g++ options: -O3 -lm

PostgreSQL

This is a benchmark of PostgreSQL using the integrated pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read OnlyUbuntu Linux 23.10150K300K450K600K750KSE +/- 22056.84, N = 126793171. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read OnlyUbuntu Linux 23.10120K240K360K480K600KMin: 553584.39 / Avg: 679316.56 / Max: 817093.81. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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

CentOS Stream 9: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory

Fedora Server 39: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average LatencyUbuntu Linux 23.100.3350.671.0051.341.675SE +/- 0.047, N = 121.4891. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average LatencyUbuntu Linux 23.10246810Min: 1.22 / Avg: 1.49 / Max: 1.811. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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

CentOS Stream 9: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory

Fedora Server 39: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read WriteUbuntu Linux 23.108K16K24K32K40KSE +/- 1662.84, N = 9395421. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read WriteUbuntu Linux 23.107K14K21K28K35KMin: 35211.76 / Avg: 39541.55 / Max: 47743.451. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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

CentOS Stream 9: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory

Fedora Server 39: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average LatencyUbuntu Linux 23.10612182430SE +/- 0.97, N = 925.621. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 16Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average LatencyUbuntu Linux 23.10612182430Min: 20.95 / Avg: 25.62 / Max: 28.41. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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

CentOS Stream 9: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory

Fedora Server 39: The test run did not produce a result. E: pgbench: line 21: pg_/bin/pgbench: No such file or directory

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 512 - Model: ResNet-50CentOS Stream 9Ubuntu Linux 23.1020406080100SE +/- 0.83, N = 4SE +/- 0.84, N = 376.6873.12
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 512 - Model: ResNet-50CentOS Stream 9Ubuntu Linux 23.101530456075Min: 74.67 / Avg: 76.68 / Max: 78.51Min: 71.46 / Avg: 73.12 / Max: 74.2

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

Fedora Server 39: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'absl'

RawTherapee

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeFedora Server 39Ubuntu Linux 23.10306090120150SE +/- 0.45, N = 3SE +/- 0.65, N = 3118.23129.081. Fedora Server 39: RawTherapee, version 5.10, command line.2. Ubuntu Linux 23.10: RawTherapee, version 5.9, command line.
OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeFedora Server 39Ubuntu Linux 23.1020406080100Min: 117.74 / Avg: 118.23 / Max: 119.13Min: 128.34 / Avg: 129.08 / Max: 130.371. Fedora Server 39: RawTherapee, version 5.10, command line.2. Ubuntu Linux 23.10: RawTherapee, version 5.9, command line.

Total Benchmark Time

CentOS Stream 9: The test run did not produce a result.

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10306090120150SE +/- 0.30, N = 3SE +/- 0.29, N = 3132.91132.68
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1020406080100Min: 132.31 / Avg: 132.91 / Max: 133.3Min: 132.12 / Avg: 132.68 / Max: 133.08

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10100200300400500SE +/- 0.62, N = 3SE +/- 0.91, N = 3478.03478.76
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1080160240320400Min: 477.29 / Avg: 478.03 / Max: 479.26Min: 477.5 / Avg: 478.76 / Max: 480.53

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1010002000300040005000SE +/- 40.12, N = 7SE +/- 40.60, N = 74462.534547.54
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.108001600240032004000Min: 4228.43 / Avg: 4462.53 / Max: 4525.46Min: 4304.15 / Avg: 4547.54 / Max: 4591.83

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1048121620SE +/- 0.13, N = 7SE +/- 0.13, N = 714.3214.06
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1048121620Min: 14.11 / Avg: 14.32 / Max: 15.1Min: 13.91 / Avg: 14.06 / Max: 14.85

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10400800120016002000SE +/- 4.86, N = 3SE +/- 7.36, N = 31863.341837.11
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1030060090012001500Min: 1854.38 / Avg: 1863.34 / Max: 1871.08Min: 1823.18 / Avg: 1837.11 / Max: 1848.19

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10816243240SE +/- 0.09, N = 3SE +/- 0.12, N = 334.2934.76
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10714212835Min: 34.15 / Avg: 34.29 / Max: 34.46Min: 34.58 / Avg: 34.76 / Max: 34.97

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.102K4K6K8K10KSE +/- 43.63, N = 3SE +/- 102.73, N = 711022.3011099.64
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.102K4K6K8K10KMin: 10935.63 / Avg: 11022.3 / Max: 11074.41Min: 10503.83 / Avg: 11099.64 / Max: 11258.92

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.101.30122.60243.90365.20486.506SE +/- 0.0226, N = 3SE +/- 0.0557, N = 75.78335.7515
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10246810Min: 5.76 / Avg: 5.78 / Max: 5.83Min: 5.67 / Avg: 5.75 / Max: 6.08

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.102004006008001000SE +/- 4.43, N = 3SE +/- 5.31, N = 3827.99829.51
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10150300450600750Min: 820.13 / Avg: 827.99 / Max: 835.46Min: 818.89 / Avg: 829.51 / Max: 834.87

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1020406080100SE +/- 0.41, N = 3SE +/- 0.46, N = 377.1777.02
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.101530456075Min: 76.44 / Avg: 77.17 / Max: 77.88Min: 76.55 / Avg: 77.02 / Max: 77.94

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10306090120150SE +/- 0.32, N = 3SE +/- 0.87, N = 3152.57155.82
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10306090120150Min: 151.98 / Avg: 152.57 / Max: 153.09Min: 154.08 / Avg: 155.82 / Max: 156.83

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1090180270360450SE +/- 0.86, N = 3SE +/- 2.51, N = 3416.68409.01
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1070140210280350Min: 415.09 / Avg: 416.68 / Max: 418.06Min: 406.41 / Avg: 409.01 / Max: 414.02

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10400800120016002000SE +/- 3.56, N = 3SE +/- 16.26, N = 31866.521826.04
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1030060090012001500Min: 1860.92 / Avg: 1866.52 / Max: 1873.12Min: 1794.11 / Avg: 1826.04 / Max: 1847.36

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10816243240SE +/- 0.07, N = 3SE +/- 0.31, N = 334.2334.99
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10714212835Min: 34.09 / Avg: 34.23 / Max: 34.33Min: 34.6 / Avg: 34.99 / Max: 35.61

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.102004006008001000SE +/- 8.06, N = 3SE +/- 6.05, N = 3853.34853.21
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10150300450600750Min: 837.23 / Avg: 853.34 / Max: 861.9Min: 841.12 / Avg: 853.21 / Max: 859.47

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1020406080100SE +/- 0.70, N = 3SE +/- 0.50, N = 374.8074.88
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.101428425670Min: 74.07 / Avg: 74.8 / Max: 76.2Min: 74.35 / Avg: 74.88 / Max: 75.88

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1030060090012001500SE +/- 15.64, N = 3SE +/- 14.85, N = 31223.651223.16
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.102004006008001000Min: 1192.97 / Avg: 1223.65 / Max: 1244.28Min: 1193.47 / Avg: 1223.16 / Max: 1238.18

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.101224364860SE +/- 0.70, N = 3SE +/- 0.63, N = 352.2452.28
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.101020304050Min: 51.32 / Avg: 52.24 / Max: 53.62Min: 51.64 / Avg: 52.28 / Max: 53.54

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.104080120160200SE +/- 0.21, N = 3SE +/- 1.16, N = 3173.95176.57
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10306090120150Min: 173.71 / Avg: 173.95 / Max: 174.37Min: 174.37 / Avg: 176.57 / Max: 178.29

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1080160240320400SE +/- 0.14, N = 3SE +/- 2.37, N = 3366.38361.29
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1070140210280350Min: 366.1 / Avg: 366.38 / Max: 366.55Min: 358.07 / Avg: 361.29 / Max: 365.9

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10400800120016002000SE +/- 16.06, N = 3SE +/- 20.52, N = 31810.951866.23
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1030060090012001500Min: 1783.7 / Avg: 1810.95 / Max: 1839.3Min: 1827.66 / Avg: 1866.23 / Max: 1897.64

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10816243240SE +/- 0.32, N = 3SE +/- 0.38, N = 335.2834.25
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10816243240Min: 34.73 / Avg: 35.28 / Max: 35.82Min: 33.68 / Avg: 34.25 / Max: 34.97

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10306090120150SE +/- 0.09, N = 3SE +/- 0.24, N = 3133.28133.21
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.6Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10306090120150Min: 133.14 / Avg: 133.28 / Max: 133.46Min: 132.76 / Avg: 133.21 / Max: 133.58

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.10100200300400500SE +/- 0.34, N = 3SE +/- 0.78, N = 3476.58477.14
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.6Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamCentOS Stream 9Ubuntu Linux 23.1080160240320400Min: 476.13 / Avg: 476.58 / Max: 477.25Min: 476.07 / Avg: 477.14 / Max: 478.65

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

Fedora Server 39: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

GPAW

GPAW is a density-functional theory (DFT) Python code based on the projector-augmented wave (PAW) method and the atomic simulation environment (ASE). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 23.6Input: Carbon NanotubeFedora Server 39Ubuntu Linux 23.104080120160200SE +/- 0.94, N = 3SE +/- 0.35, N = 15194.5138.64-fno-strict-overflow -fcf-protection -fexceptions -fPIC -UNDEBUG -std=c99-fwrapv -O21. (CC) gcc options: -shared -lxc -lblas -lmpi
OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 23.6Input: Carbon NanotubeFedora Server 39Ubuntu Linux 23.104080120160200Min: 192.94 / Avg: 194.51 / Max: 196.19Min: 37.5 / Avg: 38.64 / Max: 41.11. (CC) gcc options: -shared -lxc -lblas -lmpi

Input: Carbon Nanotube

CentOS Stream 9: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'gpaw'

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1080160240320400SE +/- 2.69, N = 3SE +/- 0.63, N = 3SE +/- 0.48, N = 3328.37340.97375.75-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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1070140210280350Min: 323.02 / Avg: 328.37 / Max: 331.55Min: 340.27 / Avg: 340.97 / Max: 342.23Min: 374.81 / Avg: 375.75 / Max: 376.381. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1020406080100SE +/- 0.81, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 397.3493.7485.06-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: 260.961. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1020406080100Min: 96.4 / Avg: 97.34 / Max: 98.94Min: 93.38 / Avg: 93.74 / Max: 93.94Min: 84.92 / Avg: 85.06 / Max: 85.271. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10110220330440550SE +/- 1.20, N = 3SE +/- 6.06, N = 4SE +/- 5.90, N = 4528.79529.14519.83-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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1090180270360450Min: 527 / Avg: 528.79 / Max: 531.07Min: 511.4 / Avg: 529.14 / Max: 538.69Min: 502.36 / Avg: 519.83 / Max: 528.081. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1050100150200250SE +/- 0.55, N = 3SE +/- 2.84, N = 4SE +/- 2.84, N = 4241.67241.70245.98-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: 390.611. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.104080120160200Min: 240.67 / Avg: 241.67 / Max: 242.57Min: 237.14 / Avg: 241.7 / Max: 249.99Min: 241.93 / Avg: 245.98 / Max: 254.371. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.102K4K6K8K10KSE +/- 7.04, N = 3SE +/- 9.74, N = 3SE +/- 20.48, N = 38908.748862.078901.61-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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1015003000450060007500Min: 8895.89 / Avg: 8908.74 / Max: 8920.14Min: 8843.94 / Avg: 8862.07 / Max: 8877.29Min: 8860.79 / Avg: 8901.61 / Max: 8925.051. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1048121620SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 314.3614.4314.37-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: 72.491. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1048121620Min: 14.34 / Avg: 14.36 / Max: 14.38Min: 14.4 / Avg: 14.43 / Max: 14.46Min: 14.33 / Avg: 14.37 / Max: 14.431. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.105K10K15K20K25KSE +/- 36.89, N = 3SE +/- 130.19, N = 3SE +/- 208.25, N = 324295.7124296.5424570.10-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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.104K8K12K16K20KMin: 24249.83 / Avg: 24295.71 / Max: 24368.69Min: 24104.46 / Avg: 24296.54 / Max: 24544.82Min: 24154.22 / Avg: 24570.1 / Max: 24797.671. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101.18132.36263.54394.72525.9065SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 35.255.255.20-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: 31.781. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10246810Min: 5.24 / Avg: 5.25 / Max: 5.26Min: 5.2 / Avg: 5.25 / Max: 5.29Min: 5.15 / Avg: 5.2 / Max: 5.291. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.105001000150020002500SE +/- 10.50, N = 3SE +/- 4.46, N = 3SE +/- 15.67, N = 32412.512383.222377.90-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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10400800120016002000Min: 2394.21 / Avg: 2412.51 / Max: 2430.59Min: 2374.98 / Avg: 2383.22 / Max: 2390.28Min: 2346.58 / Avg: 2377.9 / Max: 2394.641. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101224364860SE +/- 0.23, N = 3SE +/- 0.10, N = 3SE +/- 0.36, N = 353.0253.6753.79-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: 198.121. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101122334455Min: 52.64 / Avg: 53.02 / Max: 53.42Min: 53.52 / Avg: 53.67 / Max: 53.86Min: 53.4 / Avg: 53.79 / Max: 54.511. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.102004006008001000SE +/- 13.25, N = 15SE +/- 8.04, N = 9SE +/- 4.60, N = 3617.45978.701143.25-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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.102004006008001000Min: 522.61 / Avg: 617.45 / Max: 720.01Min: 943.53 / Avg: 978.7 / Max: 1011.74Min: 1136.31 / Avg: 1143.25 / Max: 1151.951. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101224364860SE +/- 1.14, N = 15SE +/- 0.27, N = 9SE +/- 0.11, N = 352.0932.6727.93-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: 261.461. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101020304050Min: 44.38 / Avg: 52.09 / Max: 61.15Min: 31.59 / Avg: 32.67 / Max: 33.87Min: 27.72 / Avg: 27.93 / Max: 28.091. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.109K18K27K36K45KSE +/- 347.22, N = 3SE +/- 194.22, N = 3SE +/- 43.54, N = 340187.3442419.8943516.98-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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.108K16K24K32K40KMin: 39688.93 / Avg: 40187.34 / Max: 40855.31Min: 42181.29 / Avg: 42419.89 / Max: 42804.65Min: 43430.19 / Avg: 43516.98 / Max: 43566.521. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.100.67951.3592.03852.7183.3975SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 33.022.862.85-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: 32.041. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10246810Min: 2.98 / Avg: 3.02 / Max: 3.06Min: 2.83 / Avg: 2.86 / Max: 2.87Min: 2.85 / Avg: 2.85 / Max: 2.851. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.102K4K6K8K10KSE +/- 104.96, N = 5SE +/- 124.93, N = 4SE +/- 140.94, N = 310113.4710082.9310033.95-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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.102K4K6K8K10KMin: 9693.66 / Avg: 10113.47 / Max: 10221.13Min: 9708.61 / Avg: 10082.93 / Max: 10219.99Min: 9753.41 / Avg: 10033.95 / Max: 10197.961. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.103691215SE +/- 0.14, N = 5SE +/- 0.16, N = 4SE +/- 0.18, N = 312.6512.6912.74-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: 73.621. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1048121620Min: 12.51 / Avg: 12.65 / Max: 13.19Min: 12.51 / Avg: 12.69 / Max: 13.17Min: 12.53 / Avg: 12.74 / Max: 13.11. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.107001400210028003500SE +/- 1.03, N = 3SE +/- 4.78, N = 3SE +/- 1.65, N = 33196.473255.163217.84-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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.106001200180024003000Min: 3194.43 / Avg: 3196.47 / Max: 3197.78Min: 3248.91 / Avg: 3255.16 / Max: 3264.54Min: 3214.96 / Avg: 3217.84 / Max: 3220.691. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10918273645SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 340.0239.3039.76-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: 104.981. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10816243240Min: 40.01 / Avg: 40.02 / Max: 40.05Min: 39.19 / Avg: 39.3 / Max: 39.38Min: 39.72 / Avg: 39.76 / Max: 39.791. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1013K26K39K52K65KSE +/- 478.67, N = 3SE +/- 271.02, N = 3SE +/- 827.51, N = 1560429.5456624.9861020.16-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
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1011K22K33K44K55KMin: 59663.92 / Avg: 60429.54 / Max: 61310.1Min: 56157.41 / Avg: 56624.98 / Max: 57096.22Min: 56084.04 / Avg: 61020.16 / Max: 68078.71. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.100.18680.37360.56040.74720.934SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 150.830.830.80-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: 28.241. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10246810Min: 0.82 / Avg: 0.83 / Max: 0.83Min: 0.83 / Avg: 0.83 / Max: 0.83Min: 0.76 / Avg: 0.8 / Max: 0.831. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv

RocksDB

This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random ReadFedora Server 39Ubuntu Linux 23.10140M280M420M560M700MSE +/- 3865049.53, N = 3SE +/- 7527805.83, N = 15652854125599822046-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random ReadFedora Server 39Ubuntu Linux 23.10110M220M330M440M550MMin: 645213220 / Avg: 652854125 / Max: 657688605Min: 549190504 / Avg: 599822045.93 / Max: 6207054421. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Test: Random Read

CentOS Stream 9: The test quit with a non-zero exit status. E: rocksdb: line 4: ./db_bench: No such file or directory

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Update RandomFedora Server 39Ubuntu Linux 23.1030K60K90K120K150KSE +/- 1187.74, N = 3SE +/- 440.29, N = 3123092125560-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Update RandomFedora Server 39Ubuntu Linux 23.1020K40K60K80K100KMin: 121863 / Avg: 123092 / Max: 125467Min: 124805 / Avg: 125560 / Max: 1263301. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Test: Update Random

CentOS Stream 9: The test quit with a non-zero exit status. E: rocksdb: line 4: ./db_bench: No such file or directory

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read While WritingFedora Server 39Ubuntu Linux 23.102M4M6M8M10MSE +/- 133209.05, N = 14SE +/- 81611.31, N = 885670069775989-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read While WritingFedora Server 39Ubuntu Linux 23.102M4M6M8M10MMin: 7891665 / Avg: 8567006.21 / Max: 10036829Min: 9400712 / Avg: 9775988.5 / Max: 102118851. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Test: Read While Writing

CentOS Stream 9: The test quit with a non-zero exit status. E: rocksdb: line 4: ./db_bench: No such file or directory

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read Random Write RandomFedora Server 39Ubuntu Linux 23.10300K600K900K1200K1500KSE +/- 13512.70, N = 15SE +/- 5328.60, N = 31184837955461-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read Random Write RandomFedora Server 39Ubuntu Linux 23.10200K400K600K800K1000KMin: 1133150 / Avg: 1184837.27 / Max: 1336153Min: 947338 / Avg: 955461 / Max: 9654971. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Test: Read Random Write Random

CentOS Stream 9: The test quit with a non-zero exit status. E: rocksdb: line 4: ./db_bench: No such file or directory

Speedb

Speedb is a next-generation key value storage engine that is RocksDB compatible and aiming for stability, efficiency, and performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Random ReadFedora Server 39Ubuntu Linux 23.10130M260M390M520M650MSE +/- 8524314.28, N = 3SE +/- 5282775.06, N = 8626261826600703384-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti
OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Random ReadFedora Server 39Ubuntu Linux 23.10110M220M330M440M550MMin: 609376698 / Avg: 626261826.33 / Max: 636744276Min: 564474811 / Avg: 600703384.25 / Max: 6095507411. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Test: Random Read

CentOS Stream 9: The test quit with a non-zero exit status. E: speedb: line 4: ./db_bench: No such file or directory

OSPRay

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/ao/real_timeCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10510152025SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 320.5020.4420.65
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/ao/real_timeCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10510152025Min: 20.49 / Avg: 20.5 / Max: 20.52Min: 20.33 / Avg: 20.44 / Max: 20.5Min: 20.6 / Avg: 20.65 / Max: 20.73

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/scivis/real_timeCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10510152025SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 320.4420.5420.77
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/scivis/real_timeCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10510152025Min: 20.41 / Avg: 20.44 / Max: 20.49Min: 20.51 / Avg: 20.54 / Max: 20.59Min: 20.68 / Avg: 20.77 / Max: 20.93

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/pathtracer/real_timeCentOS Stream 9Fedora Server 39Ubuntu Linux 23.1020406080100SE +/- 0.23, N = 3SE +/- 0.58, N = 3SE +/- 0.35, N = 383.5782.1482.97
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/pathtracer/real_timeCentOS Stream 9Fedora Server 39Ubuntu Linux 23.101632486480Min: 83.26 / Avg: 83.57 / Max: 84.01Min: 81.21 / Avg: 82.14 / Max: 83.2Min: 82.34 / Avg: 82.97 / Max: 83.55

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/ao/real_timeCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10714212835SE +/- 0.26, N = 15SE +/- 0.10, N = 3SE +/- 0.05, N = 329.7628.6628.61
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/ao/real_timeCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10714212835Min: 28.7 / Avg: 29.76 / Max: 31.92Min: 28.47 / Avg: 28.66 / Max: 28.78Min: 28.51 / Avg: 28.61 / Max: 28.68

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10714212835SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 329.5128.4328.92
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10714212835Min: 29.23 / Avg: 29.51 / Max: 29.81Min: 28.14 / Avg: 28.43 / Max: 28.74Min: 28.75 / Avg: 28.92 / Max: 29.11

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10816243240SE +/- 0.48, N = 15SE +/- 0.12, N = 3SE +/- 0.05, N = 333.2931.7032.32
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeCentOS Stream 9Fedora Server 39Ubuntu Linux 23.10714212835Min: 32.05 / Avg: 33.29 / Max: 37.14Min: 31.45 / Avg: 31.7 / Max: 31.85Min: 32.24 / Avg: 32.32 / Max: 32.42

OSPRay Studio

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.102004006008001000SE +/- 9.82, N = 4SE +/- 3.48, N = 3902914
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.10160320480640800Min: 884 / Avg: 902 / Max: 930Min: 908 / Avg: 913.67 / Max: 920

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.102004006008001000SE +/- 2.03, N = 3SE +/- 3.53, N = 3897911
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.10160320480640800Min: 894 / Avg: 897.33 / Max: 901Min: 906 / Avg: 911.33 / Max: 918

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.102004006008001000SE +/- 2.96, N = 3SE +/- 2.40, N = 310581079
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.102004006008001000Min: 1052 / Avg: 1057.67 / Max: 1062Min: 1074 / Avg: 1078.67 / Max: 1082

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.103K6K9K12K15KSE +/- 22.15, N = 3SE +/- 3.51, N = 31218712086
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.102K4K6K8K10KMin: 12159 / Avg: 12187.33 / Max: 12231Min: 12079 / Avg: 12086 / Max: 12090

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.107K14K21K28K35KSE +/- 1257.60, N = 15SE +/- 481.26, N = 152803532279
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.106K12K18K24K30KMin: 24219 / Avg: 28034.87 / Max: 35564Min: 31255 / Avg: 32278.87 / Max: 36955

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.103K6K9K12K15KSE +/- 36.03, N = 3SE +/- 25.12, N = 31226212243
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.102K4K6K8K10KMin: 12220 / Avg: 12262.33 / Max: 12334Min: 12199 / Avg: 12242.67 / Max: 12286

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.107K14K21K28K35KSE +/- 1255.46, N = 15SE +/- 600.94, N = 152752433174
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.106K12K18K24K30KMin: 24291 / Avg: 27524.47 / Max: 36847Min: 31361 / Avg: 33173.6 / Max: 36971

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.103K6K9K12K15KSE +/- 37.95, N = 3SE +/- 177.62, N = 41442214508
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.103K6K9K12K15KMin: 14376 / Avg: 14421.67 / Max: 14497Min: 14307 / Avg: 14508.25 / Max: 15040

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.108K16K24K32K40KSE +/- 119.27, N = 3SE +/- 564.37, N = 153469837285
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.106K12K18K24K30KMin: 34545 / Avg: 34698 / Max: 34933Min: 35880 / Avg: 37285.13 / Max: 41754

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.1050100150200250SE +/- 0.88, N = 3SE +/- 0.33, N = 3235234
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.104080120160200Min: 234 / Avg: 235.33 / Max: 237Min: 234 / Avg: 234.33 / Max: 235

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.1050100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3233233
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.104080120160200Min: 233 / Avg: 233.33 / Max: 234Min: 233 / Avg: 233.33 / Max: 234

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.1060120180240300SE +/- 1.45, N = 3SE +/- 0.00, N = 3276276
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.1050100150200250Min: 273 / Avg: 275.67 / Max: 278Min: 276 / Avg: 276 / Max: 276

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.108001600240032004000SE +/- 16.22, N = 3SE +/- 3.21, N = 336833718
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.106001200180024003000Min: 3656 / Avg: 3682.67 / Max: 3712Min: 3713 / Avg: 3718 / Max: 3724

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.1014002800420056007000SE +/- 13.35, N = 3SE +/- 77.79, N = 463146448
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.1011002200330044005500Min: 6292 / Avg: 6313.67 / Max: 6338Min: 6237 / Avg: 6448.25 / Max: 6612

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.108001600240032004000SE +/- 43.59, N = 3SE +/- 7.45, N = 336553694
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.106001200180024003000Min: 3579 / Avg: 3654.67 / Max: 3730Min: 3680 / Avg: 3694.33 / Max: 3705

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.1014002800420056007000SE +/- 28.01, N = 3SE +/- 60.98, N = 663036324
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.1011002200330044005500Min: 6254 / Avg: 6303.33 / Max: 6351Min: 6161 / Avg: 6323.67 / Max: 6598

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.109001800270036004500SE +/- 21.55, N = 3SE +/- 47.59, N = 443774353
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.108001600240032004000Min: 4353 / Avg: 4377 / Max: 4420Min: 4248 / Avg: 4352.5 / Max: 4479

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.1016003200480064008000SE +/- 91.12, N = 4SE +/- 31.90, N = 374247321
OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUFedora Server 39Ubuntu Linux 23.1013002600390052006500Min: 7308 / Avg: 7424 / Max: 7696Min: 7277 / Avg: 7321 / Max: 7383

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

CentOS Stream 9: The test quit with a non-zero exit status. E: ospStudio: /lib64/libstdc++.so.6: version `GLIBCXX_3.4.30' not found (required by ospStudio)

125 Results Shown

High Performance Conjugate Gradient:
  104 104 104 - 60
  144 144 144 - 60
LeelaChessZero:
  BLAS
  Eigen
Quicksilver:
  CTS2
  CORAL2 P1
  CORAL2 P2
CloverLeaf:
  clover_bm16
  clover_bm64_short
NAMD:
  ATPase with 327,506 Atoms
  STMV with 1,066,628 Atoms
NWChem
Xcompact3d Incompact3d
LAMMPS Molecular Dynamics Simulator:
  20k Atoms
  Rhodopsin Protein
easyWave
Embree:
  Pathtracer ISPC - Crown
  Pathtracer ISPC - Asian Dragon
SVT-AV1:
  Preset 4 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
  Preset 12 - Bosphorus 4K
  Preset 13 - Bosphorus 4K
VVenC:
  Bosphorus 4K - Fast
  Bosphorus 4K - Faster
ACES DGEMM
Intel Open Image Denoise:
  RT.hdr_alb_nrm.3840x2160 - CPU-Only
  RT.ldr_alb_nrm.3840x2160 - CPU-Only
  RTLightmap.hdr.4096x4096 - CPU-Only
OpenVKL
7-Zip Compression:
  Compression Rating
  Decompression Rating
Y-Cruncher:
  1B
  5B
ClickHouse:
  100M Rows Hits Dataset, First Run / Cold Cache
  100M Rows Hits Dataset, Second Run
  100M Rows Hits Dataset, Third Run
Memcached:
  1:10
  1:100
Redis:
  GET - 500
  SET - 500
Graph500:
  26:
    bfs median_TEPS
    bfs max_TEPS
    sssp median_TEPS
    sssp max_TEPS
GROMACS
PostgreSQL:
  100 - 1000 - Read Only
  100 - 1000 - Read Only - Average Latency
  100 - 1000 - Read Write
  100 - 1000 - Read Write - Average Latency
TensorFlow
RawTherapee
Neural Magic DeepSparse:
  NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  ResNet-50, Baseline - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  ResNet-50, Sparse INT8 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  BERT-Large, NLP Question Answering - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
GPAW
OpenVINO:
  Person Detection FP16 - CPU:
    FPS
    ms
  Face Detection FP16-INT8 - CPU:
    FPS
    ms
  Vehicle Detection FP16-INT8 - CPU:
    FPS
    ms
  Face Detection Retail FP16-INT8 - CPU:
    FPS
    ms
  Road Segmentation ADAS FP16-INT8 - CPU:
    FPS
    ms
  Machine Translation EN To DE FP16 - CPU:
    FPS
    ms
  Weld Porosity Detection FP16-INT8 - CPU:
    FPS
    ms
  Person Vehicle Bike Detection FP16 - CPU:
    FPS
    ms
  Handwritten English Recognition FP16-INT8 - CPU:
    FPS
    ms
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    FPS
    ms
RocksDB:
  Rand Read
  Update Rand
  Read While Writing
  Read Rand Write Rand
Speedb
OSPRay:
  particle_volume/ao/real_time
  particle_volume/scivis/real_time
  particle_volume/pathtracer/real_time
  gravity_spheres_volume/dim_512/ao/real_time
  gravity_spheres_volume/dim_512/scivis/real_time
  gravity_spheres_volume/dim_512/pathtracer/real_time
OSPRay Studio:
  1 - 4K - 1 - Path Tracer - CPU
  2 - 4K - 1 - Path Tracer - CPU
  3 - 4K - 1 - Path Tracer - CPU
  1 - 4K - 16 - Path Tracer - CPU
  1 - 4K - 32 - Path Tracer - CPU
  2 - 4K - 16 - Path Tracer - CPU
  2 - 4K - 32 - Path Tracer - CPU
  3 - 4K - 16 - Path Tracer - CPU
  3 - 4K - 32 - Path Tracer - CPU
  1 - 1080p - 1 - Path Tracer - CPU
  2 - 1080p - 1 - Path Tracer - CPU
  3 - 1080p - 1 - Path Tracer - CPU
  1 - 1080p - 16 - Path Tracer - CPU
  1 - 1080p - 32 - Path Tracer - CPU
  2 - 1080p - 16 - Path Tracer - CPU
  2 - 1080p - 32 - Path Tracer - CPU
  3 - 1080p - 16 - Path Tracer - CPU
  3 - 1080p - 32 - Path Tracer - CPU

Ubuntu Linux 23.10

Processor: 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads), Motherboard: Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T

OS: Ubuntu 23.10, Kernel: 6.5.0-17-generic (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1024x768

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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
Processor Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x21000161
Python Notes: Python 3.11.6
Security Notes: 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

Testing initiated at 25 February 2024 15:32 by user phoronix.

CentOS Stream 9

Processor: 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads), Motherboard: Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS + 257GB Flash Drive, Graphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T

OS: CentOS Stream 9, Kernel: 5.14.0-419.el9.x86_64 (x86_64), Desktop: GNOME Shell 40.10, Display Server: X Server, Compiler: GCC 11.4.1 20231218, File-System: xfs, Screen Resolution: 1920x1200

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl
Processor Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x21000161
Python Notes: Python 3.9.18
Security Notes: 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

Testing initiated at 26 February 2024 12:41 by user .

Fedora Server 39

Processor: 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads), Motherboard: Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS + 257GB Flash Drive, Graphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T

OS: Fedora Linux 39, Kernel: 6.7.6-200.fc39.x86_64 (x86_64), Compiler: GCC 13.2.1 20231205, File-System: xfs, Screen Resolution: 1024x768

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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 Notes: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x21000161
Python Notes: Python 3.12.2
Security Notes: 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

Testing initiated at 2 March 2024 02:02 by user .