extra tests

benchmarks for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2310231-NE-EXTRATEST13&grs&sro.

extra testsProcessorMotherboardMemoryDiskGraphicsMonitorOSKernelCompilerFile-SystemScreen ResolutionRESETRESET2RESET3AMD EPYC 9124 16-Core @ 3.00GHz (16 Cores / 32 Threads)Supermicro H13SSW (1.1 BIOS)12 x 64 GB DDR5-4800MT/s HMCG94MEBRA123N2 x 1920GB SAMSUNG MZQL21T9HCJR-00A07astdrmfbAlmaLinux 9.25.14.0-284.25.1.el9_2.x86_64 (x86_64)GCC 11.3.1 20221121ext41024x768AMD EPYC 9334 32-Core @ 2.70GHz (32 Cores / 64 Threads)DELL E207WFP1680x1050OpenBenchmarking.orgKernel Details- Transparent Huge Pages: alwaysCompiler Details- --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl Processor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa101111Java Details- OpenJDK Runtime Environment (Red_Hat-11.0.20.0.8-1) (build 11.0.20+8-LTS)Python Details- Python 3.9.16Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

extra testshadoop: Open - 50 - 1000000stress-ng: Mallochadoop: File Status - 20 - 1000000hadoop: File Status - 50 - 1000000hadoop: File Status - 500 - 100000dragonflydb: 20 - 1:100stress-ng: Semaphoreshadoop: File Status - 500 - 1000000stress-ng: x86_64 RdRandstress-ng: Hashstress-ng: Vector Shufflestress-ng: CPU Stressstress-ng: Floating Pointdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamstress-ng: Pollstress-ng: Function Calldragonflydb: 20 - 1:10dragonflydb: 10 - 1:10stress-ng: Zlibdragonflydb: 50 - 1:10embree: Pathtracer - Crowndeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamembree: Pathtracer ISPC - Crowndeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdragonflydb: 50 - 1:100deepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamstress-ng: Memory Copyingstress-ng: Context Switchingstress-ng: Cryptodeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamstress-ng: Glibc C String Functionsstress-ng: AVL Treedeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdragonflydb: 10 - 1:100deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragon Objospray: gravity_spheres_volume/dim_512/ao/real_timeliquid-dsp: 64 - 256 - 32ospray: gravity_spheres_volume/dim_512/scivis/real_timestress-ng: MMAPembree: Pathtracer - Asian Dragonospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timedeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamstress-ng: Socket Activityembree: Pathtracer ISPC - Asian Dragondeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streambrl-cad: VGR Performance Metricoidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlystress-ng: NUMAoidn: RTLightmap.hdr.4096x4096 - CPU-Onlyblender: Barbershop - CPU-Onlyoidn: RT.hdr_alb_nrm.3840x2160 - CPU-Onlystress-ng: Vector Floating Pointospray: gravity_spheres_volume/dim_512/pathtracer/real_timeblender: Pabellon Barcelona - CPU-Onlystress-ng: Vector Mathblender: Fishy Cat - CPU-Onlystress-ng: Glibc Qsort Data Sortingblender: BMW27 - CPU-Onlystress-ng: Fused Multiply-Addstress-ng: Wide Vector Mathblender: Classroom - CPU-Onlystress-ng: Matrix Mathstress-ng: Pipestress-ng: AVX-512 VNNIspecfem3d: Mount St. Helensliquid-dsp: 64 - 256 - 512specfem3d: Tomographic Modeldeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Synchronous Single-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Synchronous Single-Streamspecfem3d: Homogeneous Halfspacedeepsparse: CV Detection, YOLOv5s COCO - Synchronous Single-Streamdeepsparse: CV Detection, YOLOv5s COCO - Synchronous Single-Streamspecfem3d: Layered Halfspacedeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Streamtidb: oltp_read_write - 256liquid-dsp: 64 - 256 - 57deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamdeepsparse: BERT-Large, NLP Question Answering - Synchronous Single-Streamdeepsparse: BERT-Large, NLP Question Answering - Synchronous Single-Streamspecfem3d: Water-layered Halfspacehadoop: Open - 100 - 100000stress-ng: Forkingcassandra: Writesbuild-linux-kernel: defconfighadoop: File Status - 50 - 100000deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Synchronous Single-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Synchronous Single-Streamdeepsparse: ResNet-50, Baseline - Synchronous Single-Streamdeepsparse: ResNet-50, Baseline - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamtidb: oltp_read_write - 32stress-ng: SENDFILEtidb: oltp_update_non_index - 128hadoop: Open - 100 - 1000000stress-ng: Matrix 3D Mathtidb: oltp_update_non_index - 64tidb: oltp_point_select - 128deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Synchronous Single-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Synchronous Single-Streamremhos: Sample Remap Exampledeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Synchronous Single-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Synchronous Single-Streamkripke: tidb: oltp_point_select - 256svt-av1: Preset 8 - Bosphorus 4Kliquid-dsp: 32 - 256 - 512deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Synchronous Single-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Streamsvt-av1: Preset 12 - Bosphorus 4Khadoop: File Status - 100 - 100000svt-av1: Preset 13 - Bosphorus 4Kdeepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Streamliquid-dsp: 32 - 256 - 57svt-av1: Preset 8 - Bosphorus 4Ktidb: oltp_update_non_index - 32deepsparse: ResNet-50, Sparse INT8 - Synchronous Single-Streamdeepsparse: ResNet-50, Sparse INT8 - Synchronous Single-Streamstress-ng: Mixed Schedulersvt-av1: Preset 12 - Bosphorus 4Ktidb: oltp_read_write - 16ncnn: CPU - regnety_400msvt-av1: Preset 12 - Bosphorus 1080ptidb: oltp_update_non_index - 16svt-av1: Preset 4 - Bosphorus 4Kospray: particle_volume/pathtracer/real_timencnn: CPU - vision_transformersvt-av1: Preset 8 - Bosphorus 1080pstress-ng: System V Message Passingsvt-av1: Preset 8 - Bosphorus 1080phadoop: File Status - 100 - 1000000svt-av1: Preset 4 - Bosphorus 4Khadoop: Open - 50 - 100000hadoop: Open - 20 - 1000000svt-av1: Preset 13 - Bosphorus 1080pdragonflydb: 60 - 1:100vvenc: Bosphorus 4K - Fastnekrs: TurboPipe Periodicsvt-av1: Preset 4 - Bosphorus 1080pncnn: CPU - blazefacevvenc: Bosphorus 4K - Fasterncnn: CPU - alexnetvvenc: Bosphorus 1080p - Faststress-ng: MEMFDsvt-av1: Preset 4 - Bosphorus 1080pliquid-dsp: 1 - 256 - 57stress-ng: Cloningnekrs: Kershawncnn: CPU - efficientnet-b0liquid-dsp: 8 - 256 - 57liquid-dsp: 32 - 256 - 32stress-ng: Futexvvenc: Bosphorus 1080p - Fasterhadoop: Delete - 500 - 100000dragonflydb: 60 - 1:10ncnn: CPU - vgg16svt-av1: Preset 12 - Bosphorus 1080ptidb: oltp_update_non_index - 1liquid-dsp: 1 - 256 - 512liquid-dsp: 8 - 256 - 512ncnn: CPU - shufflenet-v2hadoop: Create - 20 - 1000000hadoop: Open - 500 - 1000000stress-ng: Atomicliquid-dsp: 4 - 256 - 512hadoop: Rename - 500 - 1000000hadoop: Delete - 100 - 100000ncnn: CPU - googlenetncnn: CPU-v3-v3 - mobilenet-v3hadoop: Open - 20 - 100000liquid-dsp: 16 - 256 - 32hadoop: Rename - 20 - 1000000liquid-dsp: 4 - 256 - 32hadoop: Delete - 20 - 1000000hadoop: Create - 20 - 100000liquid-dsp: 16 - 256 - 512hadoop: Create - 500 - 100000hadoop: Open - 500 - 100000hadoop: Create - 100 - 1000000hadoop: Rename - 50 - 100000svt-av1: Preset 13 - Bosphorus 1080pliquid-dsp: 8 - 256 - 32liquid-dsp: 1 - 256 - 32liquid-dsp: 2 - 256 - 32hadoop: Delete - 500 - 1000000ncnn: CPU - mnasnetstress-ng: Mutexstress-ng: CPU Cacheliquid-dsp: 4 - 256 - 57ncnn: CPU-v2-v2 - mobilenet-v2hadoop: Rename - 500 - 100000ncnn: CPU - resnet18hadoop: Create - 50 - 1000000hadoop: Delete - 50 - 100000ncnn: CPU - FastestDetliquid-dsp: 16 - 256 - 57ncnn: CPU - squeezenet_ssddeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamstress-ng: Pthreadliquid-dsp: 2 - 256 - 512hadoop: Delete - 20 - 100000liquid-dsp: 2 - 256 - 57deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamhadoop: Rename - 20 - 100000hadoop: Delete - 50 - 1000000deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamhadoop: Create - 50 - 100000ncnn: CPU - mobilenethadoop: Create - 100 - 100000hadoop: Rename - 50 - 1000000hadoop: Rename - 100 - 100000ncnn: CPU - resnet50ncnn: CPU - yolov4-tinytidb: oltp_point_select - 1hadoop: Delete - 100 - 1000000hadoop: Create - 500 - 1000000hadoop: Rename - 100 - 1000000deepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamsvt-av1: Preset 13 - Bosphorus 4Ktidb: oltp_point_select - 64tidb: oltp_point_select - 32tidb: oltp_point_select - 16tidb: oltp_read_write - 128tidb: oltp_read_write - 64tidb: oltp_read_write - 1hadoop: File Status - 20 - 100000build-linux-kernel: allmodconfigRESETRESET2RESET326483131210490.9118796995931202155179932666.1242481788.6817793596022050.433622490.5312554.8441635.435845.741591.17042214330.7813421.1910162330.868302009.421466.412469755.621.5762240.376322.68163.1825163.084911746361.8771.8447269.210072239.6639959.4172.733619957308.6205.0716.15698637294.18109.0813505.2797257.56713.13755.535413.102422.248123.83315.6103810564000005.46527297.2924.81435.56775.5627570.922110472.1528.286824.49322956260.72664.870.34670.710.7253844.486.60071223.6117532.1990.46463.1171.8916158855.4772551.49183.1187537.4613860878.091851108.7727.105913528249000027.09467610769.631214.35535.67874914214.425369.273969.74199551320.506148.746862965110090000068.032614.697568.084614.686556.2917.763164.31798313730581032071.1919464255.15947619038.565525.9193143.26196.973143.69476.95246972419265.754163512562815817.583423413116510.727893.124931.0177.0815141.08623764110014324467.596273720000202.7454.92739.8064101.9101165.65531915165.94818.239554.808103170000059.64264591.0875916.581739604.33162.2883612417.13466.982186634.502151.86655.73119.2227982733.22128.58318281544.1525376341191895600.20211419293.836.126795034000014.2113.3512.136.0118.012431.5910.727528970003317.1102952000009.3533766000010475000004273978.2634.6989372112065388.3422.59528.292168712685000970110008.67723171164144246.6248886000767229970117.987.556369435455700008909513852000011633359630196300000523832057616963883333590.4927756000035186000688540001096737.47789472.51163806.081905400007.36785559.137140310869611.369592000015.525.0159119839.6825206000107875105200000112.603787032110963325.0226031416.7359242879128561616.8325.4259561125876603785800143.842431.024433.248815.807373.2047607.0287608.160948.995248.9994111.1048109.8869493.6079161.603118850972005973932048695659367141.21588.20499527420.88584414.1311249348.9121.42722.6729162.954312138788.9572.16068951592.94505.4126257.39513.034622.194623.92495.6081410567000005.4488224.82415.571135.5595571.142328.41590.720.340.726.5866626.34076496828206000027.37365288735.32002589169.18242290420.474948.8206109860000068.381814.622563.19805378255.21143.33336.969330.9366.9594143.5607274570000203.2194.9157164.103164.679101380000059.0581.0807922.3569469.4914.528151.794128.472595.13813659195.836.147796124000014.06512.23118.0894880300010068200000343950000104650000034.69410983543.6612264000994040004961400054480000013652000019607000027778000035179000689050001886400006865400005.023325050000104020000112.251831.053215.8033607.469449.0574110.73581256281137709065.86428816189035959880221025616.392985304.7581632712951786.697756366.826692.6687949.7112241.133312.51154603498.1727709.819505101.2316927170.482988.6922835296.8443.3981486.727445.6761327.9694327.789123607335.01143.769314537.1120135718.9279692.92145.014339779508.19407.9232.065617116522.17215.9185999.0564508.344825.7109.279425.721843.514746.462210.9153205380000010.5908577.7848.147610.793510.7542136.89220183.0954.501847.15055690901.381272.740.65351.791.37102433.0412.5075119.19219207.6848.68858.2238.9129786647.251424072.3499.35160597.8325368697.93384972.4414.86210608751016000015.275376628124.36558.037520.0062716948.1111123.196739.27637257811.56586.4112111354191140000039.464125.33639.307725.436632.827430.456137.5499653151813554137.3431805233.90476923123.980741.6733229.69354.3494229.15174.359574741665723.58656748058029028.11518971973867.1439139.834220.6884.7514210.205335106280021055397.764393800000291.46823.42876.9453143.8696231.172740741229.11613.166275.9168139750000081.062360660.80231241.844853630.31216.6254770322.32599.14237585.719192.55544.06150.62810016615.7160.66522522525.089653595981354721.77.293677683000016.3963.8613.9415.2320.675495.0312.3556770003751.82911182000010.5638028000011697000004747454.5138.35810330620.62577.7341843133590001054800009.38782231257862265.54525870008252910718119.298.085952385829300009529314590000012405463492208610000555252178657369288183558.19129272000037083000725700001043627.11828974.291221906.481978900007.72823058.727472210395011.8171665000016.24.8202124853.1826065000112233108010000116.555390253115022336.76366218916.2960790899858375217.1925.9660801147326708784474145.997431.444132.833615.995173.9772613.0328614.022548.739748.7687111.0762110.1322494.298161.4318766794643869565OpenBenchmarking.org

Apache Hadoop

Operation: Open - Threads: 50 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 50 - Files: 1000000RESETRESET3300K600K900K1200K1500K2648311256281

Stress-NG

Test: Malloc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: MallocRESETRESET330M60M90M120M150M31210490.91137709065.861. (CXX) g++ options: -O2 -std=gnu99 -lc

Apache Hadoop

Operation: File Status - Threads: 20 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: File Status - Threads: 20 - Files: 1000000RESETRESET3400K800K1200K1600K2000K1879699428816

Apache Hadoop

Operation: File Status - Threads: 50 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: File Status - Threads: 50 - Files: 1000000RESETRESET3400K800K1200K1600K2000K5931201890359

Apache Hadoop

Operation: File Status - Threads: 500 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: File Status - Threads: 500 - Files: 100000RESETRESET3130K260K390K520K650K215517598802

Dragonflydb

Clients Per Thread: 20 - Set To Get Ratio: 1:100

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 20 - Set To Get Ratio: 1:100RESETRESET2RESET35M10M15M20M25M9932666.129367141.2021025616.301. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Stress-NG

Test: Semaphores

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: SemaphoresRESETRESET320M40M60M80M100M42481788.6892985304.751. (CXX) g++ options: -O2 -std=gnu99 -lc

Apache Hadoop

Operation: File Status - Threads: 500 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: File Status - Threads: 500 - Files: 1000000RESETRESET3400K800K1200K1600K2000K1779359816327

Stress-NG

Test: x86_64 RdRand

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: x86_64 RdRandRESETRESET33M6M9M12M15M6022050.4312951786.691. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Hash

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: HashRESETRESET31.7M3.4M5.1M6.8M8.5M3622490.537756366.801. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Vector Shuffle

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Vector ShuffleRESETRESET36K12K18K24K30K12554.8426692.661. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: CPU Stress

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: CPU StressRESETRESET320K40K60K80K100K41635.4387949.711. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Floating Point

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Floating PointRESETRESET33K6K9K12K15K5845.7412241.131. (CXX) g++ options: -O2 -std=gnu99 -lc

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamRESETRESET2RESET370014002100280035001591.171588.203312.51

Stress-NG

Test: Poll

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: PollRESETRESET31000K2000K3000K4000K5000K2214330.784603498.171. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Function Call

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Function CallRESETRESET36K12K18K24K30K13421.1927709.801. (CXX) g++ options: -O2 -std=gnu99 -lc

Dragonflydb

Clients Per Thread: 20 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 20 - Set To Get Ratio: 1:10RESETRESET2RESET34M8M12M16M20M10162330.869527420.8019505101.231. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients Per Thread: 10 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 10 - Set To Get Ratio: 1:10RESETRESET2RESET34M8M12M16M20M8302009.428584414.1316927170.481. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Stress-NG

Test: Zlib

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: ZlibRESETRESET360012001800240030001466.402988.691. (CXX) g++ options: -O2 -std=gnu99 -lc

Dragonflydb

Clients Per Thread: 50 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 50 - Set To Get Ratio: 1:10RESETRESET2RESET35M10M15M20M25M12469755.6011249348.9122835296.841. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer - Model: CrownRESETRESET2RESET3102030405021.5821.4343.40MIN: 21.45 / MAX: 21.93MIN: 21.27 / MAX: 21.76MIN: 42.87 / MAX: 44.59

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamRESETRESET3110220330440550240.38486.73

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: CrownRESETRESET2RESET3102030405022.6822.6745.68MIN: 22.49 / MAX: 22.98MIN: 22.51 / MAX: 23.04MIN: 45.1 / MAX: 46.91

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamRESETRESET2RESET370140210280350163.18162.95327.97

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamRESETRESET370140210280350163.08327.79

Dragonflydb

Clients Per Thread: 50 - Set To Get Ratio: 1:100

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 50 - Set To Get Ratio: 1:100RESETRESET2RESET35M10M15M20M25M11746361.8712138788.9523607335.011. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamRESETRESET2RESET330609012015071.8472.16143.77

Stress-NG

Test: Memory Copying

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Memory CopyingRESETRESET33K6K9K12K15K7269.2014537.111. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Context Switching

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Context SwitchingRESETRESET34M8M12M16M20M10072239.6620135718.921. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Crypto

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: CryptoRESETRESET320K40K60K80K100K39959.4179692.921. (CXX) g++ options: -O2 -std=gnu99 -lc

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamRESETRESET330609012015072.73145.01

Stress-NG

Test: Glibc C String Functions

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Glibc C String FunctionsRESETRESET39M18M27M36M45M19957308.6039779508.191. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: AVL Tree

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: AVL TreeRESETRESET390180270360450205.07407.921. (CXX) g++ options: -O2 -std=gnu99 -lc

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamRESETRESET371421283516.1632.07

Dragonflydb

Clients Per Thread: 10 - Set To Get Ratio: 1:100

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 10 - Set To Get Ratio: 1:100RESETRESET2RESET34M8M12M16M20M8637294.188951592.9417116522.171. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamRESETRESET350100150200250109.08215.92

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamRESETRESET2RESET32004006008001000505.28505.41999.06

Neural Magic DeepSparse

Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-StreamRESETRESET2RESET3110220330440550257.57257.40508.34

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamRESETRESET2RESET361218243013.1413.0325.70

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamRESETRESET32040608010055.54109.28

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamRESETRESET361218243013.1025.72

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer - Model: Asian Dragon ObjRESETRESET2RESET3102030405022.2522.1943.51MIN: 22.17 / MAX: 22.47MIN: 22.12 / MAX: 22.35MIN: 43.25 / MAX: 44.05

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjRESETRESET2RESET3112233445523.8323.9246.46MIN: 23.74 / MAX: 24.04MIN: 23.83 / MAX: 24.22MIN: 46.18 / MAX: 47.04

OSPRay

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeRESETRESET2RESET336912155.610385.6081410.91530

Liquid-DSP

Threads: 64 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 32RESETRESET2RESET3400M800M1200M1600M2000M1056400000105670000020538000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OSPRay

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeRESETRESET2RESET336912155.465275.4488210.59080

Stress-NG

Test: MMAP

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: MMAPRESETRESET3120240360480600297.29577.781. (CXX) g++ options: -O2 -std=gnu99 -lc

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer - Model: Asian DragonRESETRESET2RESET3112233445524.8124.8248.15MIN: 24.73 / MAX: 25.07MIN: 24.74 / MAX: 24.99MIN: 47.9 / MAX: 48.87

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeRESETRESET2RESET336912155.567705.5711310.79350

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeRESETRESET2RESET336912155.562755.5595510.75420

Neural Magic DeepSparse

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamRESETRESET2RESET330609012015070.9271.14136.89

Stress-NG

Test: Socket Activity

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Socket ActivityRESETRESET34K8K12K16K20K10472.1520183.091. (CXX) g++ options: -O2 -std=gnu99 -lc

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian DragonRESETRESET2RESET3122436486028.2928.4254.50MIN: 28.19 / MAX: 28.56MIN: 28.3 / MAX: 28.73MIN: 54.24 / MAX: 54.99

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamRESETRESET3112233445524.4947.15

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.36VGR Performance MetricRESETRESET3120K240K360K480K600K2956265690901. (CXX) g++ options: -std=c++14 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -ltcl8.6 -lregex_brl -lz_brl -lnetpbm -ldl -lm -ltk8.6

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.0Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyRESETRESET2RESET30.31050.6210.93151.2421.55250.720.721.38

Stress-NG

Test: NUMA

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: NUMARESETRESET330060090012001500664.871272.741. (CXX) g++ options: -O2 -std=gnu99 -lc

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.0Run: RTLightmap.hdr.4096x4096 - Device: CPU-OnlyRESETRESET2RESET30.14630.29260.43890.58520.73150.340.340.65

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Barbershop - Compute: CPU-OnlyRESETRESET3140280420560700670.71351.79

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.0Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-OnlyRESETRESET2RESET30.30830.61660.92491.23321.54150.720.721.37

Stress-NG

Test: Vector Floating Point

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Vector Floating PointRESETRESET320K40K60K80K100K53844.48102433.041. (CXX) g++ options: -O2 -std=gnu99 -lc

OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeRESETRESET2RESET336912156.600716.5866612.50750

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Pabellon Barcelona - Compute: CPU-OnlyRESETRESET350100150200250223.60119.19

Stress-NG

Test: Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Vector MathRESETRESET350K100K150K200K250K117532.19219207.681. (CXX) g++ options: -O2 -std=gnu99 -lc

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Fishy Cat - Compute: CPU-OnlyRESETRESET32040608010090.4648.68

Stress-NG

Test: Glibc Qsort Data Sorting

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Glibc Qsort Data SortingRESETRESET32004006008001000463.11858.221. (CXX) g++ options: -O2 -std=gnu99 -lc

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: BMW27 - Compute: CPU-OnlyRESETRESET3163248648071.8938.91

Stress-NG

Test: Fused Multiply-Add

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Fused Multiply-AddRESETRESET36M12M18M24M30M16158855.4029786647.251. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Wide Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Wide Vector MathRESETRESET3300K600K900K1200K1500K772551.491424072.341. (CXX) g++ options: -O2 -std=gnu99 -lc

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Classroom - Compute: CPU-OnlyRESETRESET34080120160200183.1199.35

Stress-NG

Test: Matrix Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Matrix MathRESETRESET330K60K90K120K150K87537.46160597.831. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Pipe

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: PipeRESETRESET35M10M15M20M25M13860878.0925368697.901. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: AVX-512 VNNI

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: AVX-512 VNNIRESETRESET3700K1400K2100K2800K3500K1851108.773384972.441. (CXX) g++ options: -O2 -std=gnu99 -lc

SPECFEM3D

Model: Mount St. Helens

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Mount St. HelensRESETRESET2RESET361218243027.1126.3414.861. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi

Liquid-DSP

Threads: 64 - Buffer Length: 256 - Filter Length: 512

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 512RESETRESET2RESET3110M220M330M440M550M2824900002820600005101600001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

SPECFEM3D

Model: Tomographic Model

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Tomographic ModelRESETRESET2RESET361218243027.0927.3715.281. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Synchronous Single-StreamRESETRESET330609012015069.63124.37

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Synchronous Single-StreamRESETRESET34812162014.35508.0375

SPECFEM3D

Model: Homogeneous Halfspace

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Homogeneous HalfspaceRESETRESET2RESET381624324035.6835.3220.011. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-StreamRESETRESET34812162014.42538.1111

Neural Magic DeepSparse

Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-StreamRESETRESET330609012015069.27123.20

SPECFEM3D

Model: Layered Halfspace

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Layered HalfspaceRESETRESET2RESET3163248648069.7469.1839.281. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi

Neural Magic DeepSparse

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamRESETRESET2RESET351015202520.5120.4711.57

Neural Magic DeepSparse

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamRESETRESET2RESET32040608010048.7548.8286.41

TiDB Community Server

Test: oltp_read_write - Threads: 256

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_read_write - Threads: 256RESETRESET320K40K60K80K100K62965111354

Liquid-DSP

Threads: 64 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 57RESETRESET2RESET3400M800M1200M1600M2000M1100900000109860000019114000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamRESETRESET2RESET3153045607568.0368.3839.46

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamRESETRESET2RESET361218243014.7014.6225.34

Neural Magic DeepSparse

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-StreamRESETRESET3153045607568.0839.31

Neural Magic DeepSparse

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-StreamRESETRESET361218243014.6925.44

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Synchronous Single-StreamRESETRESET3132639526556.2932.83

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Synchronous Single-StreamRESETRESET371421283517.7630.46

SPECFEM3D

Model: Water-layered Halfspace

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Water-layered HalfspaceRESETRESET2RESET3142842567064.3263.2037.551. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi

Apache Hadoop

Operation: Open - Threads: 100 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 100 - Files: 100000RESETRESET3110K220K330K440K550K305810518135

Stress-NG

Test: Forking

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: ForkingRESETRESET312K24K36K48K60K32071.1954137.341. (CXX) g++ options: -O2 -std=gnu99 -lc

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.1.3Test: WritesRESETRESET370K140K210K280K350K194642318052

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigRESETRESET2RESET3122436486055.1655.2133.90

Apache Hadoop

Operation: File Status - Threads: 50 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: File Status - Threads: 50 - Files: 100000RESETRESET3160K320K480K640K800K476190769231

Neural Magic DeepSparse

Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-StreamRESETRESET391827364538.5723.98

Neural Magic DeepSparse

Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-StreamRESETRESET3102030405025.9241.67

Neural Magic DeepSparse

Model: ResNet-50, Baseline - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Synchronous Single-StreamRESETRESET2RESET350100150200250143.26143.33229.69

Neural Magic DeepSparse

Model: ResNet-50, Baseline - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Synchronous Single-StreamRESETRESET2RESET32468106.97306.96934.3494

Neural Magic DeepSparse

Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamRESETRESET350100150200250143.69229.15

Neural Magic DeepSparse

Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamRESETRESET32468106.95204.3595

TiDB Community Server

Test: oltp_read_write - Threads: 32

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_read_write - Threads: 32RESETRESET316K32K48K64K80K4697274741

Stress-NG

Test: SENDFILE

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: SENDFILERESETRESET3140K280K420K560K700K419265.75665723.581. (CXX) g++ options: -O2 -std=gnu99 -lc

TiDB Community Server

Test: oltp_update_non_index - Threads: 128

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_update_non_index - Threads: 128RESETRESET314K28K42K56K70K4163565674

Apache Hadoop

Operation: Open - Threads: 100 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 100 - Files: 1000000RESETRESET3300K600K900K1200K1500K1256281805802

Stress-NG

Test: Matrix 3D Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Matrix 3D MathRESETRESET32K4K6K8K10K5817.589028.111. (CXX) g++ options: -O2 -std=gnu99 -lc

TiDB Community Server

Test: oltp_update_non_index - Threads: 64

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_update_non_index - Threads: 64RESETRESET311K22K33K44K55K3423451897

TiDB Community Server

Test: oltp_point_select - Threads: 128

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_point_select - Threads: 128RESETRESET340K80K120K160K200K131165197386

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Synchronous Single-StreamRESETRESET3369121510.72787.1439

Neural Magic DeepSparse

Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Synchronous Single-StreamRESETRESET330609012015093.12139.83

Remhos

Test: Sample Remap Example

OpenBenchmarking.orgSeconds, Fewer Is BetterRemhos 1.0Test: Sample Remap ExampleRESETRESET2RESET371421283531.0230.9420.691. (CXX) g++ options: -O3 -std=c++11 -lmfem -lHYPRE -lmetis -lrt -lmpi_cxx -lmpi

Neural Magic DeepSparse

Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-StreamRESETRESET2RESET32468107.08156.95944.7514

Neural Magic DeepSparse

Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-StreamRESETRESET2RESET350100150200250141.09143.56210.21

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.6RESETRESET380M160M240M320M400M2376411003510628001. (CXX) g++ options: -O3 -fopenmp -ldl

TiDB Community Server

Test: oltp_point_select - Threads: 256

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_point_select - Threads: 256RESETRESET350K100K150K200K250K143244210553

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 4KRESETRESET32040608010067.6097.761. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Liquid-DSP

Threads: 32 - Buffer Length: 256 - Filter Length: 512

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 32 - Buffer Length: 256 - Filter Length: 512RESETRESET2RESET380M160M240M320M400M2737200002745700003938000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Synchronous Single-StreamRESETRESET2RESET360120180240300202.75203.22291.47

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Synchronous Single-StreamRESETRESET2RESET31.10862.21723.32584.43445.5434.92734.91573.4287

Neural Magic DeepSparse

Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-StreamRESETRESET336912159.80646.9453

Neural Magic DeepSparse

Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-StreamRESETRESET3306090120150101.91143.87

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 12 - Input: Bosphorus 4KRESETRESET2RESET350100150200250165.65164.10231.171. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache Hadoop

Operation: File Status - Threads: 100 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: File Status - Threads: 100 - Files: 100000RESETRESET3160K320K480K640K800K531915740741

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 13 - Input: Bosphorus 4KRESETRESET2RESET350100150200250165.95164.68229.121. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-StreamRESETRESET34812162018.2413.17

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-StreamRESETRESET32040608010054.8175.92

Liquid-DSP

Threads: 32 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 32 - Buffer Length: 256 - Filter Length: 57RESETRESET2RESET3300M600M900M1200M1500M1031700000101380000013975000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 8 - Input: Bosphorus 4KRESETRESET2RESET32040608010059.6459.0681.061. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

TiDB Community Server

Test: oltp_update_non_index - Threads: 32

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_update_non_index - Threads: 32RESETRESET38K16K24K32K40K2645936066

Neural Magic DeepSparse

Model: ResNet-50, Sparse INT8 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Synchronous Single-StreamRESETRESET2RESET30.24470.48940.73410.97881.22351.08751.08070.8023

Neural Magic DeepSparse

Model: ResNet-50, Sparse INT8 - Scenario: Synchronous Single-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Synchronous Single-StreamRESETRESET2RESET330060090012001500916.58922.361241.84

Stress-NG

Test: Mixed Scheduler

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Mixed SchedulerRESETRESET311K22K33K44K55K39604.3353630.311. (CXX) g++ options: -O2 -std=gnu99 -lc

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 12 - Input: Bosphorus 4KRESETRESET350100150200250162.29216.631. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

TiDB Community Server

Test: oltp_read_write - Threads: 16

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_read_write - Threads: 16RESETRESET310K20K30K40K50K3612447703

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: regnety_400mRESETRESET351015202517.1322.32MIN: 16.89 / MAX: 19.07MIN: 22.1 / MAX: 22.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 12 - Input: Bosphorus 1080pRESETRESET2RESET3130260390520650466.98469.49599.141. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

TiDB Community Server

Test: oltp_update_non_index - Threads: 16

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_update_non_index - Threads: 16RESETRESET35K10K15K20K25K1866323758

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 4 - Input: Bosphorus 4KRESETRESET2RESET31.28682.57363.86045.14726.4344.5024.5285.7191. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeRESETRESET2RESET34080120160200151.87151.79192.56

NCNN

Target: CPU - Model: vision_transformer

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vision_transformerRESETRESET3132639526555.7344.06MIN: 54.17 / MAX: 116.29MIN: 43.6 / MAX: 47.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 1080pRESETRESET3306090120150119.22150.631. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Stress-NG

Test: System V Message Passing

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: System V Message PassingRESETRESET32M4M6M8M10M7982733.2210016615.701. (CXX) g++ options: -O2 -std=gnu99 -lc

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 8 - Input: Bosphorus 1080pRESETRESET2RESET34080120160200128.58128.47160.671. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache Hadoop

Operation: File Status - Threads: 100 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: File Status - Threads: 100 - Files: 1000000RESETRESET3500K1000K1500K2000K2500K18281542252252

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 4KRESETRESET31.1452.293.4354.585.7254.1525.0891. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache Hadoop

Operation: Open - Threads: 50 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 50 - Files: 100000RESETRESET3140K280K420K560K700K537634653595

Apache Hadoop

Operation: Open - Threads: 20 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 20 - Files: 1000000RESETRESET3300K600K900K1200K1500K1191895981354

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 13 - Input: Bosphorus 1080pRESETRESET2RESET3160320480640800600.20595.14721.701. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Dragonflydb

Clients Per Thread: 60 - Set To Get Ratio: 1:100

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 60 - Set To Get Ratio: 1:100RESETRESET23M6M9M12M15M11419293.8313659195.831. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FastRESETRESET2RESET32468106.1266.1477.2931. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

nekRS

Input: TurboPipe Periodic

OpenBenchmarking.orgflops/rank, More Is BetternekRS 23.0Input: TurboPipe PeriodicRESETRESET2RESET32000M4000M6000M8000M10000M7950340000796124000067768300001. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -rdynamic -lmpi_cxx -lmpi

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 4 - Input: Bosphorus 1080pRESETRESET2RESET34812162014.2114.0716.401. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: blazefaceRESETRESET30.86851.7372.60553.4744.34253.353.86MIN: 3.27 / MAX: 3.52MIN: 3.79 / MAX: 4.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

VVenC

Video Input: Bosphorus 4K - Video Preset: Faster

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FasterRESETRESET2RESET34812162012.1312.2313.941. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: alexnetRESETRESET32468106.015.23MIN: 5.86 / MAX: 7.74MIN: 5.01 / MAX: 5.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

VVenC

Video Input: Bosphorus 1080p - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: FastRESETRESET2RESET351015202518.0118.0920.681. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

Stress-NG

Test: MEMFD

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: MEMFDRESETRESET3110220330440550431.59495.031. (CXX) g++ options: -O2 -std=gnu99 -lc

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 1080pRESETRESET3369121510.7312.301. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Liquid-DSP

Threads: 1 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 1 - Buffer Length: 256 - Filter Length: 57RESETRESET2RESET312M24M36M48M60M5289700048803000556770001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Stress-NG

Test: Cloning

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: CloningRESETRESET380016002400320040003317.103751.821. (CXX) g++ options: -O2 -std=gnu99 -lc

nekRS

Input: Kershaw

OpenBenchmarking.orgflops/rank, More Is BetternekRS 23.0Input: KershawRESETRESET2RESET32000M4000M6000M8000M10000M102952000001006820000091118200001. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -rdynamic -lmpi_cxx -lmpi

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: efficientnet-b0RESETRESET336912159.3510.56MIN: 9.25 / MAX: 10.78MIN: 9.78 / MAX: 160.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Liquid-DSP

Threads: 8 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 8 - Buffer Length: 256 - Filter Length: 57RESETRESET2RESET380M160M240M320M400M3376600003439500003802800001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 32 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 32 - Buffer Length: 256 - Filter Length: 32RESETRESET2RESET3300M600M900M1200M1500M1047500000104650000011697000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Stress-NG

Test: Futex

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: FutexRESETRESET31000K2000K3000K4000K5000K4273978.264747454.511. (CXX) g++ options: -O2 -std=gnu99 -lc

VVenC

Video Input: Bosphorus 1080p - Video Preset: Faster

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: FasterRESETRESET2RESET391827364534.7034.6938.361. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

Apache Hadoop

Operation: Delete - Threads: 500 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 500 - Files: 100000RESETRESET320K40K60K80K100K93721103306

Dragonflydb

Clients Per Thread: 60 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 60 - Set To Get Ratio: 1:10RESETRESET23M6M9M12M15M12065388.3410983543.661. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vgg16RESETRESET351015202522.5920.62MIN: 20.48 / MAX: 23.4MIN: 20.22 / MAX: 23.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 12 - Input: Bosphorus 1080pRESETRESET3120240360480600528.29577.731. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

TiDB Community Server

Test: oltp_update_non_index - Threads: 1

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_update_non_index - Threads: 1RESETRESET340080012001600200016871843

Liquid-DSP

Threads: 1 - Buffer Length: 256 - Filter Length: 512

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 1 - Buffer Length: 256 - Filter Length: 512RESETRESET2RESET33M6M9M12M15M1268500012264000133590001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 8 - Buffer Length: 256 - Filter Length: 512

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 8 - Buffer Length: 256 - Filter Length: 512RESETRESET2RESET320M40M60M80M100M97011000994040001054800001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: shufflenet-v2RESETRESET336912158.679.38MIN: 8.53 / MAX: 10.83MIN: 9.25 / MAX: 12.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache Hadoop

Operation: Create - Threads: 20 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 20 - Files: 1000000RESETRESET320K40K60K80K100K7231778223

Apache Hadoop

Operation: Open - Threads: 500 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 500 - Files: 1000000RESETRESET3300K600K900K1200K1500K11641441257862

Stress-NG

Test: Atomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: AtomicRESETRESET360120180240300246.62265.541. (CXX) g++ options: -O2 -std=gnu99 -lc

Liquid-DSP

Threads: 4 - Buffer Length: 256 - Filter Length: 512

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 4 - Buffer Length: 256 - Filter Length: 512RESETRESET2RESET311M22M33M44M55M4888600049614000525870001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Apache Hadoop

Operation: Rename - Threads: 500 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 500 - Files: 1000000RESETRESET320K40K60K80K100K7672282529

Apache Hadoop

Operation: Delete - Threads: 100 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 100 - Files: 100000RESETRESET320K40K60K80K100K99701107181

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: googlenetRESETRESET351015202517.9819.29MIN: 17.82 / MAX: 18.6MIN: 18.99 / MAX: 22.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v3-v3 - Model: mobilenet-v3RESETRESET32468107.558.08MIN: 7.41 / MAX: 11.7MIN: 7.94 / MAX: 8.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache Hadoop

Operation: Open - Threads: 20 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 20 - Files: 100000RESETRESET3140K280K420K560K700K636943595238

Liquid-DSP

Threads: 16 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 16 - Buffer Length: 256 - Filter Length: 32RESETRESET2RESET3120M240M360M480M600M5455700005448000005829300001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Apache Hadoop

Operation: Rename - Threads: 20 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 20 - Files: 1000000RESETRESET320K40K60K80K100K8909595293

Liquid-DSP

Threads: 4 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 4 - Buffer Length: 256 - Filter Length: 32RESETRESET2RESET330M60M90M120M150M1385200001365200001459000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Apache Hadoop

Operation: Delete - Threads: 20 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 20 - Files: 1000000RESETRESET330K60K90K120K150K116333124054

Apache Hadoop

Operation: Create - Threads: 20 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 20 - Files: 100000RESETRESET314K28K42K56K70K5963063492

Liquid-DSP

Threads: 16 - Buffer Length: 256 - Filter Length: 512

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 16 - Buffer Length: 256 - Filter Length: 512RESETRESET2RESET340M80M120M160M200M1963000001960700002086100001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Apache Hadoop

Operation: Create - Threads: 500 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 500 - Files: 100000RESETRESET312K24K36K48K60K5238355525

Apache Hadoop

Operation: Open - Threads: 500 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Open - Threads: 500 - Files: 100000RESETRESET350K100K150K200K250K205761217865

Apache Hadoop

Operation: Create - Threads: 100 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 100 - Files: 1000000RESETRESET316K32K48K64K80K6963873692

Apache Hadoop

Operation: Rename - Threads: 50 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 50 - Files: 100000RESETRESET320K40K60K80K100K8333388183

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 13 - Input: Bosphorus 1080pRESETRESET3130260390520650590.49558.191. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Liquid-DSP

Threads: 8 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 8 - Buffer Length: 256 - Filter Length: 32RESETRESET2RESET360M120M180M240M300M2775600002777800002927200001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 1 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 1 - Buffer Length: 256 - Filter Length: 32RESETRESET2RESET38M16M24M32M40M3518600035179000370830001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 2 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 2 - Buffer Length: 256 - Filter Length: 32RESETRESET2RESET316M32M48M64M80M6885400068905000725700001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Apache Hadoop

Operation: Delete - Threads: 500 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 500 - Files: 1000000RESETRESET320K40K60K80K100K109673104362

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mnasnetRESETRESET32468107.477.11MIN: 6.42 / MAX: 190.35MIN: 7.04 / MAX: 7.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Stress-NG

Test: Mutex

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: MutexRESETRESET3200K400K600K800K1000K789472.50828974.291. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: CPU Cache

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: CPU CacheRESETRESET3300K600K900K1200K1500K1163806.081221906.481. (CXX) g++ options: -O2 -std=gnu99 -lc

Liquid-DSP

Threads: 4 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 4 - Buffer Length: 256 - Filter Length: 57RESETRESET2RESET340M80M120M160M200M1905400001886400001978900001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v2-v2 - Model: mobilenet-v2RESETRESET32468107.367.72MIN: 6.92 / MAX: 8.19MIN: 7.29 / MAX: 8.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache Hadoop

Operation: Rename - Threads: 500 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 500 - Files: 100000RESETRESET320K40K60K80K100K7855582305

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet18RESETRESET336912159.138.72MIN: 9 / MAX: 11.27MIN: 8.48 / MAX: 9.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache Hadoop

Operation: Create - Threads: 50 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 50 - Files: 1000000RESETRESET316K32K48K64K80K7140374722

Apache Hadoop

Operation: Delete - Threads: 50 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 50 - Files: 100000RESETRESET320K40K60K80K100K108696103950

NCNN

Target: CPU - Model: FastestDet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: FastestDetRESETRESET3369121511.3011.81MIN: 11.03 / MAX: 14.81MIN: 11.65 / MAX: 12.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Liquid-DSP

Threads: 16 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 16 - Buffer Length: 256 - Filter Length: 57RESETRESET2RESET3150M300M450M600M750M6959200006865400007166500001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: squeezenet_ssdRESETRESET34812162015.5216.20MIN: 15.22 / MAX: 20.06MIN: 15.81 / MAX: 54.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamRESETRESET2RESET31.13022.26043.39064.52085.6515.01595.02334.8202

Stress-NG

Test: Pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: PthreadRESETRESET330K60K90K120K150K119839.68124853.181. (CXX) g++ options: -O2 -std=gnu99 -lc

Liquid-DSP

Threads: 2 - Buffer Length: 256 - Filter Length: 512

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 2 - Buffer Length: 256 - Filter Length: 512RESETRESET2RESET36M12M18M24M30M2520600025050000260650001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Apache Hadoop

Operation: Delete - Threads: 20 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 20 - Files: 100000RESETRESET320K40K60K80K100K107875112233

Liquid-DSP

Threads: 2 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 2 - Buffer Length: 256 - Filter Length: 57RESETRESET2RESET320M40M60M80M100M1052000001040200001080100001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Neural Magic DeepSparse

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamRESETRESET2RESET3306090120150112.60112.25116.56

Apache Hadoop

Operation: Rename - Threads: 20 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 20 - Files: 100000RESETRESET320K40K60K80K100K8703290253

Apache Hadoop

Operation: Delete - Threads: 50 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 50 - Files: 1000000RESETRESET320K40K60K80K100K110963115022

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamRESETRESET370140210280350325.02336.76

Apache Hadoop

Operation: Create - Threads: 50 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 50 - Files: 100000RESETRESET313K26K39K52K65K6031462189

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mobilenetRESETRESET34812162016.7316.29MIN: 16.57 / MAX: 18.96MIN: 16.05 / MAX: 16.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache Hadoop

Operation: Create - Threads: 100 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 100 - Files: 100000RESETRESET313K26K39K52K65K5924260790

Apache Hadoop

Operation: Rename - Threads: 50 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 50 - Files: 1000000RESETRESET320K40K60K80K100K8791289985

Apache Hadoop

Operation: Rename - Threads: 100 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 100 - Files: 100000RESETRESET320K40K60K80K100K8561683752

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet50RESETRESET34812162016.8317.19MIN: 16.57 / MAX: 24.47MIN: 16.86 / MAX: 35.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: yolov4-tinyRESETRESET361218243025.4225.96MIN: 24.66 / MAX: 60.7MIN: 25.03 / MAX: 29.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

TiDB Community Server

Test: oltp_point_select - Threads: 1

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_point_select - Threads: 1RESETRESET31300260039005200650059566080

Apache Hadoop

Operation: Delete - Threads: 100 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 100 - Files: 1000000RESETRESET320K40K60K80K100K112587114732

Apache Hadoop

Operation: Create - Threads: 500 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 500 - Files: 1000000RESETRESET314K28K42K56K70K6603767087

Apache Hadoop

Operation: Rename - Threads: 100 - Files: 1000000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Rename - Threads: 100 - Files: 1000000RESETRESET320K40K60K80K100K8580084474

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamRESETRESET3306090120150143.84146.00

Neural Magic DeepSparse

Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-StreamRESETRESET2RESET371421283531.0231.0531.44

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamRESETRESET381624324033.2532.83

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamRESETRESET2RESET34812162015.8115.8016.00

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamRESETRESET3163248648073.2073.98

Neural Magic DeepSparse

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

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Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamRESETRESET3130260390520650608.16614.02

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamRESETRESET2RESET3112233445549.0049.0648.74

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamRESETRESET3112233445549.0048.77

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamRESETRESET2RESET320406080100111.10110.74111.08

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamRESETRESET320406080100109.89110.13

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamRESETRESET3110220330440550493.61494.30

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 13 - Input: Bosphorus 4KRESETRESET34080120160200161.60161.431. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

TiDB Community Server

Test: oltp_point_select - Threads: 64

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_point_select - Threads: 64RESET30K60K90K120K150K118850

TiDB Community Server

Test: oltp_point_select - Threads: 32

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_point_select - Threads: 32RESET20K40K60K80K100K97200

TiDB Community Server

Test: oltp_point_select - Threads: 16

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_point_select - Threads: 16RESET320K40K60K80K100K87667

TiDB Community Server

Test: oltp_read_write - Threads: 128

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_read_write - Threads: 128RESET13K26K39K52K65K59739

TiDB Community Server

Test: oltp_read_write - Threads: 64

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_read_write - Threads: 64RESET320K40K60K80K100K94643

TiDB Community Server

Test: oltp_read_write - Threads: 1

OpenBenchmarking.orgQueries Per Second, More Is BetterTiDB Community Server 7.3Test: oltp_read_write - Threads: 1RESET70014002100280035003204

Apache Hadoop

Operation: File Status - Threads: 20 - Files: 100000

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: File Status - Threads: 20 - Files: 100000RESETRESET3200K400K600K800K1000K869565869565

Phoronix Test Suite v10.8.4