extra tests

benchmarks for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2309060-NE-EXTRATEST87&gru&sor.

extra testsProcessorMotherboardMemoryDiskGraphicsOSKernelCompilerFile-SystemScreen Resolutiondgh2 x AMD EPYC 9334 32-Core9334 2p93334 rep2 x AMD EPYC 9124 16-Core @ 3.00GHz (32 Cores / 64 Threads)Supermicro H13DSH (1.5 BIOS)24 x 32 GB DDR5-4800MT/s Samsung M321R4GA3BB6-CQKET2 x 1920GB SAMSUNG MZQL21T9HCJR-00A07astdrmfbAlmaLinux 9.25.14.0-284.25.1.el9_2.x86_64 (x86_64)GCC 11.3.1 20221121ext41024x7682 x AMD EPYC 9754 128-Core @ 2.25GHz (256 Cores / 512 Threads)23 x 32 GB DDR5-4800MT/s Samsung M321R4GA3BB6-CQKET2 x AMD EPYC 9334 32-Core @ 2.70GHz (64 Cores / 128 Threads)21 x 32 GB DDR5-4800MT/s Samsung M321R4GA3BB6-CQKETOpenBenchmarking.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- d: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10113e- g: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xaa00116- h: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xaa00116- 2 x AMD EPYC 9334 32-Core: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10113e- 9334 2p: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10113e- 93334 rep: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10113eJava 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 testsstress-ng: Hashstress-ng: MMAPstress-ng: NUMAstress-ng: Pipestress-ng: Pollstress-ng: Zlibstress-ng: Futexstress-ng: MEMFDstress-ng: Mutexstress-ng: Atomicstress-ng: Cryptostress-ng: Mallocstress-ng: Cloningstress-ng: Forkingstress-ng: AVL Treestress-ng: SENDFILEstress-ng: CPU Cachestress-ng: CPU Stressstress-ng: Semaphoresstress-ng: Matrix Mathstress-ng: Vector Mathstress-ng: AVX-512 VNNIstress-ng: Function Callstress-ng: x86_64 RdRandstress-ng: Floating Pointstress-ng: Matrix 3D Mathstress-ng: Memory Copyingstress-ng: Vector Shufflestress-ng: Mixed Schedulerstress-ng: Socket Activitystress-ng: Wide Vector Mathstress-ng: Context Switchingstress-ng: Fused Multiply-Addstress-ng: Vector Floating Pointstress-ng: Glibc C String Functionsstress-ng: Glibc Qsort Data Sortingstress-ng: System V Message Passingstress-ng: Pthreadnekrs: Kershawnekrs: TurboPipe Periodicembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 12 - Bosphorus 1080psvt-av1: Preset 13 - Bosphorus 1080pvvenc: Bosphorus 4K - Fastvvenc: Bosphorus 4K - Fastervvenc: Bosphorus 1080p - Fastvvenc: Bosphorus 1080p - Fastersvt-av1: Preset 13 - Bosphorus 1080psvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 1080psvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 1080psvt-av1: Preset 4 - Bosphorus 4Koidn: RT.hdr_alb_nrm.3840x2160 - CPU-Onlyoidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlyoidn: RTLightmap.hdr.4096x4096 - CPU-Onlyospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: 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_timedeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Synchronous Single-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Synchronous Single-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Streamdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: ResNet-50, Baseline - Synchronous Single-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Synchronous Single-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Synchronous Single-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Synchronous Single-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Synchronous Single-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamlaghos: Triple Point Problemlaghos: Sedov Blast Wave, ube_922_hex.meshcassandra: Writesdragonflydb: 10 - 1:10dragonflydb: 20 - 1:10dragonflydb: 50 - 1:10dragonflydb: 10 - 1:100dragonflydb: 20 - 1:100dragonflydb: 50 - 1:100liquid-dsp: 1 - 256 - 32liquid-dsp: 1 - 256 - 57liquid-dsp: 2 - 256 - 32liquid-dsp: 2 - 256 - 57liquid-dsp: 4 - 256 - 32liquid-dsp: 4 - 256 - 57liquid-dsp: 8 - 256 - 32liquid-dsp: 8 - 256 - 57liquid-dsp: 1 - 256 - 512liquid-dsp: 16 - 256 - 32liquid-dsp: 16 - 256 - 57liquid-dsp: 2 - 256 - 512liquid-dsp: 32 - 256 - 32liquid-dsp: 32 - 256 - 57liquid-dsp: 4 - 256 - 512liquid-dsp: 64 - 256 - 32liquid-dsp: 64 - 256 - 57liquid-dsp: 8 - 256 - 512liquid-dsp: 16 - 256 - 512liquid-dsp: 32 - 256 - 512liquid-dsp: 64 - 256 - 512kripke: brl-cad: VGR Performance Metricncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mncnn: CPU - vision_transformerncnn: CPU - FastestDetdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Synchronous Single-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Synchronous Single-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Streamdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: ResNet-50, Baseline - Synchronous Single-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Synchronous Single-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Synchronous Single-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Synchronous Single-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Synchronous Single-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamremhos: Sample Remap Examplespecfem3d: Mount St. Helensspecfem3d: Layered Halfspacespecfem3d: Tomographic Modelspecfem3d: Homogeneous Halfspacespecfem3d: Water-layered Halfspacebuild-linux-kernel: defconfigblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlydgh2 x AMD EPYC 9334 32-Core9334 2p93334 rep7218607.121131.5518.3520249488.614337787.722944.544022496.07912.62438280.16236.99107643.49137476652.931170.311007.46410.89857324.89776708.7288466.5492019395.13173878.7234239.63667964.1527731.1612013602.0611939.4110869.4913428.6425006.7335640.369504.381543291.9117931974.9232151217.03106715.8540991307.95916.746851573.270043.7811520900000747049000037.67739.384142.764137.987648.474640.57265.05372.353199.523195.82914.974136.071419.853545.1956.76812.67819.16633.5721.361.370.6510.863410.8453176.61410.07749.8131811.900219.8113.9192757.477202.5019355.8877139.7934106.146748.2512257.4237140.45682661.2255890.9448113.657867.765724.715316.9961258.5599140.2014114.28268.1621168.724799.122236.384924.536373.027990.075685.485450.908919.876314.0139195.40263.8523040211686474.2615179164.8615253621.5311860591.6514250093.7117583489.3835195000527650006883400010563000013650000017428000027173000033120000012652000549390000650410000249000001073800000123450000049884000204560000017786000009644900019551000038746000050466000037207200054464823.5511.2911.6413.9610.714.765.6329.0328.6913.658.1326.5335.7524.2233.555.0516795.85271.836221.08944.931744.91487.1456150.27620.71462.10067.11025.99471.1189140.576714.7454641.605158.827961.80537.1228139.612714.663294.619710.0813436.974940.734542.833711.0868186.648219.6356794.038771.3520.90414.50564525338.48977964914.87771034618.85382887634.82222748235.28337.9394.8848.95372.72122.745298625.913664.3414.38173499514.9421346079.316624.072951631.9697.94364035.57204.44462528.73719479964.331139.8731064.951564.423761786.29334039.11523898.45800762640.11989553.81288008.2620133541.11156381.6378673620.1471782.9514658.7572825.56154267.3429932.2110254.198237581.37110432440.32180789739.08604724.84215429087.614846.227729966.1754906.43183.4023193.6041217.591193.0502239.4187193.42974.61575.15189.164191.66513.575134.875490.154600.23599.573203.007511.795179.405125.2292.6419.8314.1243.403.281.5046.656746.6054161.16950.401449.512328.3521129.384931.78655150.4252135.39552405.8755114.3784497.897666.52231780.2379138.758414854.856605.4672761.8657182.6417166.733523.78211778.3616138.594770.5065183.37171128.8846124.4072220.906948.49892613.08872.184566.725969.3271129.438533.07791851342921900044187000557080008810900011455000015101000022852000027984000010576000457820000542300000206600009145700001057300000416410001827600000207660000083090000165180000331240000659140000639840441.2131.2435.9657.6729.9247.6726.957.7256.3429.2615.153.6248.0858.66202.34108.7344.27969.884931.451924.79477.383153.11568.7387256.164215.022371.76197.20268.58431.6492167.42365.4661756.619842.038871.82147.2111165.51045.4478113.01918.0302573.358220.598148.884113.8473224.645514.4159969.235230.223523.0587.5117.3110.0271.9722.445265797.343749.4714.46159491222.3420251576.3316625.572880825.11115.83363892.1203.49461785.36725705488.151209.5330591.671628.913745995.16361173.71518600.85786069338.66990104.851285121.420123210.14158994.2578690548.4971790.0615802.8672800.74154293.3329481.45113347.778234456.23110991931.6181626937.85605340.53215308424.814850.997761412.6155328.71187.4161194.2743207.2492172.2068225.8305184.45374.59373.25194.863177.36312.913134.38485.593581.067600.762197.03507.017187.677124.69594.8319.9014.2043.533.461.5446.756246.5528160.8750.961850.087928.2537131.101332.54065175.4863134.01592429.7418116.1927532.459468.61231784.3559139.214513153.4958608.1611764.7374183.2365168.750627.88491786.1756140.4403774.4054184.09211127.7925130.1929222.858650.59752633.59277.9169569.320871.5654131.543232.92261909552920000044183000559230008804200011439000015536000022809000027725000010567000457420000546690000208370009118700001065000000410520001822100000207200000082749000165390000329210000652820000627057744.1430.8937.5645.2229.5548.7623.6355.3658.8529.5617.3954.4748.8258.41201.5993.1542.3954.944530.723124.67777.458952.5778.6016239.191514.564971.58157.17929.69741.6419166.75615.4481751.721935.850871.53557.1163164.66055.4268113.20277.6734567.85519.744648.510712.8286223.850313.965952.868930.365123.0467.417.1210.0271.3922.3515425278.832289.842.3339461287.69104744.155876.154717570.361004.79457807.79253.6156553.51262321226.781245.211641.77788.211312330.441095211.77176344.38226498215.44314789.68430109.266626091.9354824.5825697538.824103.7614005.2926146.7152591.7737887.1438147.972804498.3629340312.9658550931.39198651.8872167140.031675.939268236.470405.478095630000544110000069.487672.651475.282567.483786.78572.25535.59977.219163.442162.85516.197149.108442.55562.3137.39713.73220.72736.025416.173127.136462.328158.705142.18689.90512.064.9142.212.211.0420.398420.3347204.93217.813617.435720.341640.247722.34781522.0462280.7819718.354185.0242204.414975.1004519.8211207.71535651.57111144.3064231.4583111.85149.755626.9173519.9932207.99233.9079112.4681333.851124.724970.902937.6981773.5125132.5022169.271866.536440.574522.5673198.94389.8625501622176931.9831053489.2425802999.0331139658.493717000054155000725970001113200001442100001853900002887300003462600001320700057551000065858000025706000115810000012930000005231500022847000002247200000104310000208630000413970000754210000391567400101253721.813.9414.8718.6313.7419.797.231.0336.6515.169.3929.6234.6325.5154.5953.7916.44780.597744.739220.99943.559144.48735.3972156.059813.306461.48844.8095.64620.8711137.91278.9324635.635737.142161.45724.8028136.5958.886495.73928.0098448.734826.50641.31097.5379188.743215.0216776.913944.304413.5128.45547353421.6690898469.48714578111.6169701421.39192050724.7420.6551.8626.43201.5363.3715412840.212299.2841.4942013739.439067852.195885.264644551.291014.24456942.16254.16156859.22263438850.6411901615793.081465208.811135334.9176621.27212194044.21315324.18430141.546624476.3654852.0625688067.5224101.414022.526144.852548.2537702.2237674.672802185.7735971998.9858491170.75198855.7577814243.761674.659258853.6970476.978147120000542603000069.671572.636275.456467.323786.528872.77465.64376.503160.626163.42516.295150.346442.436520.1677.44713.68420.88235.575560.785155.112458.518159.258140.17196.10512.3585.0122.202.201.0320.452620.3981209.60917.763917.330720.389140.446522.40391519.295278.1794719.7723188.3179204.347775.15521.805211.81055626.77051149.1255232.2319111.778649.800626.8055522.11208.3426234.1305112.6463334.5256124.668770.207737.7384779.2277128.9077168.338766.247340.550922.3447199.20388.86519828925863824460221.4828043162.322585212.5629330317.34371260005562400072480000111330000144800000185360000288430000336320000133570005795100006743300002588500011587000001275000000524690002291300000223160000010517000020781000041406000075597000039327650099437127.4114.0215.1818.3513.6919.928.1533.436.917.4910.730.640.1928.4753.7866.6522.29781.538144.627921.03123.592244.41065.3028156.277313.296761.25024.71595.66930.8677137.48278.938635.651637.297361.21844.7942136.45548.872595.53648.0136451.054426.477241.01987.7484189.515815.0868779.17644.745713.9628.32009185621.5373245739.41908663511.64369590920.85947217224.67120.5152.7726.15201.5163.4515326552.142287.6942.142047609.479078474.015875.454752131.371009.47457061.39254.23156863.78263330738.631188.641616.05797.641536517.651096840.32176710.85214488001.21314753.85430096.556621974.9854675.8525663966.0224129.6214009.2326129.552511.073753438727.862802578.8735280554.4258570424.41198610.9372810418.711676.279251814.098130950000543724000069.48572.174975.11766.850786.55572.84655.6577.191161.053160.07816.678148.846416.149593.6337.35813.80321.00534.76517.438152.583443.322161.666137.61494.72612.255.032.192.211.0420.388220.3139208.8617.832417.278920.331640.286822.38691521.7451282.7165715.5913188.9243204.221174.684520.3204208.31035618.58891145.2343231.4234111.701449.872926.6076519.725207.2316233.339112.4315334.2742124.896170.824437.7352777.8507122.7905168.63166.267740.379622.5398197.19387.15078606926898423645213.1329580028.0624588214.8129280070.9737183000558820007253200086248000143830000186670000290320000329180000133200005809200006565100002608100011595000001302400000518210002291700000219430000010227000020937000041520000075312000037571550099989327.9515.0215.8718.4714.2419.968.3933.6842.0816.2210.5941.0243.5934.9968.6861.2421.5781.997744.661120.99843.534744.68095.2862156.192813.380161.44754.79575.67730.8704137.97318.9437635.198937.574261.4914.8205136.80618.889695.59717.9992448.886326.479541.1018.1347189.326115.0829779.828744.358513.8258.4869105221.6888129919.37456308211.53300265221.15137060824.78420.4351.9926.37201.9363.71OpenBenchmarking.org

Stress-NG

Test: Hash

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Hashgh2 x AMD EPYC 9334 32-Core9334 2p93334 repd10M20M30M40M50M45298625.9145265797.3415425278.8315412840.2115326552.147218607.121. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: MMAP

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: MMAPhg9334 2p2 x AMD EPYC 9334 32-Core93334 repd80016002400320040003749.473664.342299.282289.802287.691131.551. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: NUMA

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: NUMA2 x AMD EPYC 9334 32-Core93334 rep9334 2pdhg102030405042.3342.1041.4918.3514.4614.381. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Pipe

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Pipegh93334 rep9334 2p2 x AMD EPYC 9334 32-Cored40M80M120M160M200M173499514.94159491222.3442047609.4742013739.4339461287.6020249488.611. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Poll

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Pollgh2 x AMD EPYC 9334 32-Core93334 rep9334 2pd5M10M15M20M25M21346079.3020251576.339104744.159078474.019067852.194337787.721. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Zlib

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Zlibhg9334 2p2 x AMD EPYC 9334 32-Core93334 repd4K8K12K16K20K16625.5716624.075885.265876.155875.452944.541. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Futex

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Futex93334 rep2 x AMD EPYC 9334 32-Core9334 2pdgh1000K2000K3000K4000K5000K4752131.374717570.364644551.294022496.072951631.962880825.111. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: MEMFD

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: MEMFD9334 2p93334 rep2 x AMD EPYC 9334 32-Coredhg20040060080010001014.241009.471004.79912.62115.8397.941. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Mutex

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Mutex2 x AMD EPYC 9334 32-Core93334 rep9334 2pdgh100K200K300K400K500K457807.79457061.39456942.16438280.16364035.57363892.101. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Atomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Atomic93334 rep9334 2p2 x AMD EPYC 9334 32-Coredgh60120180240300254.23254.16253.60236.99204.44203.491. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Crypto

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Cryptogh93334 rep9334 2p2 x AMD EPYC 9334 32-Cored100K200K300K400K500K462528.73461785.36156863.78156859.22156553.51107643.491. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Malloc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Mallochg9334 2p93334 rep2 x AMD EPYC 9334 32-Cored160M320M480M640M800M725705488.15719479964.33263438850.64263330738.63262321226.78137476652.931. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Cloning

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Cloning2 x AMD EPYC 9334 32-Coreh9334 2p93334 repdg300600900120015001245.211209.531190.001188.641170.311139.871. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Forking

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Forkinggh2 x AMD EPYC 9334 32-Core93334 rep9334 2pd7K14K21K28K35K31064.9530591.671641.771616.051615.001007.461. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: AVL Tree

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: AVL Treehg93334 rep9334 2p2 x AMD EPYC 9334 32-Cored300600900120015001628.911564.42797.64793.08788.21410.891. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: SENDFILE

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: SENDFILEgh93334 rep9334 2p2 x AMD EPYC 9334 32-Cored800K1600K2400K3200K4000K3761786.293745995.161536517.651465208.811312330.44857324.891. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: CPU Cache

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: CPU Cache9334 2p93334 rep2 x AMD EPYC 9334 32-Coredhg200K400K600K800K1000K1135334.901096840.321095211.77776708.72361173.71334039.111. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: CPU Stress

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: CPU Stressgh93334 rep9334 2p2 x AMD EPYC 9334 32-Cored110K220K330K440K550K523898.45518600.85176710.85176621.27176344.3888466.541. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Semaphores

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Semaphoresgh2 x AMD EPYC 9334 32-Core93334 rep9334 2pd200M400M600M800M1000M800762640.11786069338.66226498215.44214488001.21212194044.2192019395.131. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Matrix Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Matrix Mathhg9334 2p2 x AMD EPYC 9334 32-Core93334 repd200K400K600K800K1000K990104.85989553.80315324.18314789.68314753.85173878.701. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Vector Mathgh9334 2p2 x AMD EPYC 9334 32-Core93334 repd300K600K900K1200K1500K1288008.261285121.40430141.54430109.26430096.55234239.601. (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 VNNIgh2 x AMD EPYC 9334 32-Core9334 2p93334 repd4M8M12M16M20M20133541.1120123210.146626091.936624476.366621974.983667964.151. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Function Call

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Function Callhg9334 2p2 x AMD EPYC 9334 32-Core93334 repd30K60K90K120K150K158994.25156381.6354852.0654824.5854675.8527731.161. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: x86_64 RdRand

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: x86_64 RdRandhg2 x AMD EPYC 9334 32-Core9334 2p93334 repd20M40M60M80M100M78690548.4978673620.1425697538.8025688067.5225663966.0212013602.061. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Floating Point

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Floating Pointhg93334 rep2 x AMD EPYC 9334 32-Core9334 2pd15K30K45K60K75K71790.0671782.9524129.6224103.7624101.4011939.411. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Matrix 3D Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Matrix 3D Mathhg9334 2p93334 rep2 x AMD EPYC 9334 32-Cored3K6K9K12K15K15802.8614658.7514022.5014009.2314005.2910869.491. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Memory Copying

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Memory Copyinggh2 x AMD EPYC 9334 32-Core9334 2p93334 repd16K32K48K64K80K72825.5672800.7426146.7126144.8026129.5013428.641. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Vector Shuffle

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Vector Shufflehg2 x AMD EPYC 9334 32-Core9334 2p93334 repd30K60K90K120K150K154293.33154267.3452591.7752548.2552511.0725006.731. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Mixed Scheduler

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Mixed Scheduler2 x AMD EPYC 9334 32-Core9334 2p93334 repdgh8K16K24K32K40K37887.1437702.2237534.0035640.3629932.2029481.451. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Socket Activity

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Socket Activityhg93334 rep2 x AMD EPYC 9334 32-Core9334 2pd20K40K60K80K100K113347.77110254.1938727.8638147.9737674.679504.381. (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 Mathgh2 x AMD EPYC 9334 32-Core93334 rep9334 2pd2M4M6M8M10M8237581.378234456.232804498.362802578.872802185.771543291.911. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Context Switching

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Context Switchinghg9334 2p93334 rep2 x AMD EPYC 9334 32-Cored20M40M60M80M100M110991931.60110432440.3235971998.9835280554.4229340312.9617931974.921. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Fused Multiply-Add

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Fused Multiply-Addhg93334 rep2 x AMD EPYC 9334 32-Core9334 2pd40M80M120M160M200M181626937.85180789739.0858570424.4158550931.3958491170.7532151217.031. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Vector Floating Point

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Vector Floating Pointhg9334 2p2 x AMD EPYC 9334 32-Core93334 repd130K260K390K520K650K605340.53604724.84198855.75198651.88198610.93106715.851. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Glibc C String Functions

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Glibc C String Functionsgh9334 2p93334 rep2 x AMD EPYC 9334 32-Cored50M100M150M200M250M215429087.61215308424.8177814243.7672810418.7172167140.0340991307.951. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Glibc Qsort Data Sorting

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Glibc Qsort Data Sortinghg93334 rep2 x AMD EPYC 9334 32-Core9334 2pd100020003000400050004850.994846.221676.271675.931674.65916.741. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: System V Message Passing

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: System V Message Passing2 x AMD EPYC 9334 32-Core9334 2p93334 rephgd2M4M6M8M10M9268236.409258853.699251814.097761412.617729966.176851573.201. (CXX) g++ options: -O2 -std=gnu99 -lc

Stress-NG

Test: Pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.16.04Test: Pthread9334 2p2 x AMD EPYC 9334 32-Coredhg15K30K45K60K75K70476.9770405.4770043.7855328.7154906.431. (CXX) g++ options: -O2 -std=gnu99 -lc

nekRS

Input: Kershaw

OpenBenchmarking.orgflops/rank, More Is BetternekRS 23.0Input: Kershawd9334 2p93334 rep2 x AMD EPYC 9334 32-Core2000M4000M6000M8000M10000M115209000008147120000813095000080956300001. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -rdynamic -lmpi_cxx -lmpi

nekRS

Input: TurboPipe Periodic

OpenBenchmarking.orgflops/rank, More Is BetternekRS 23.0Input: TurboPipe Periodicd2 x AMD EPYC 9334 32-Core93334 rep9334 2p1600M3200M4800M6400M8000M74704900005441100000543724000054260300001. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -rdynamic -lmpi_cxx -lmpi

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer - Model: Crownhg9334 2p2 x AMD EPYC 9334 32-Core93334 repd4080120160200187.42183.4069.6769.4969.4937.68MIN: 183.21 / MAX: 193.83MIN: 179.05 / MAX: 191.46MIN: 66.25 / MAX: 75.27MIN: 65.97 / MAX: 75.27MIN: 65.87 / MAX: 75.16MIN: 37.26 / MAX: 39.44

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Crownhg2 x AMD EPYC 9334 32-Core9334 2p93334 repd4080120160200194.27193.6072.6572.6472.1739.38MIN: 188.82 / MAX: 203.12MIN: 188.25 / MAX: 201.2MIN: 68.96 / MAX: 77.69MIN: 69.23 / MAX: 79.15MIN: 68.85 / MAX: 77.58MIN: 38.86 / MAX: 40.97

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer - Model: Asian Dragongh9334 2p2 x AMD EPYC 9334 32-Core93334 repd50100150200250217.59207.2575.4675.2875.1242.76MIN: 211.81 / MAX: 228.26MIN: 203.29 / MAX: 214.14MIN: 73.59 / MAX: 78.22MIN: 73.5 / MAX: 78.24MIN: 73.42 / MAX: 78.19MIN: 42.48 / MAX: 43.18

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer - Model: Asian Dragon Objgh2 x AMD EPYC 9334 32-Core9334 2p93334 repd4080120160200193.05172.2167.4867.3266.8537.99MIN: 174.03 / MAX: 205.21MIN: 150.53 / MAX: 183.32MIN: 65.8 / MAX: 70.02MIN: 65.8 / MAX: 70.31MIN: 65.41 / MAX: 70.72MIN: 37.71 / MAX: 38.4

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian Dragongh2 x AMD EPYC 9334 32-Core93334 rep9334 2pd50100150200250239.42225.8386.7986.5686.5348.47MIN: 232.82 / MAX: 253.03MIN: 221.04 / MAX: 232.51MIN: 83.33 / MAX: 93.39MIN: 83.15 / MAX: 93.4MIN: 83.4 / MAX: 92.47MIN: 48.1 / MAX: 49.28

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian Dragon Objgh93334 rep9334 2p2 x AMD EPYC 9334 32-Cored4080120160200193.43184.4572.8572.7772.2640.57MIN: 170.24 / MAX: 203.63MIN: 159.04 / MAX: 199.2MIN: 70.3 / MAX: 76.96MIN: 70.2 / MAX: 78.62MIN: 69.72 / MAX: 77.54MIN: 40.28 / MAX: 41.19

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 4 - Input: Bosphorus 4K93334 rep9334 2p2 x AMD EPYC 9334 32-Coredgh1.27132.54263.81395.08526.35655.6505.6435.5995.0534.6154.5931. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 8 - Input: Bosphorus 4K2 x AMD EPYC 9334 32-Core93334 rep9334 2pghd2040608010077.2277.1976.5075.1573.2572.351. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 12 - Input: Bosphorus 4Kdhg2 x AMD EPYC 9334 32-Core93334 rep9334 2p4080120160200199.52194.86189.16163.44161.05160.631. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 13 - Input: Bosphorus 4Kdgh9334 2p2 x AMD EPYC 9334 32-Core93334 rep4080120160200195.83191.67177.36163.43162.86160.081. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 4 - Input: Bosphorus 1080p93334 rep9334 2p2 x AMD EPYC 9334 32-Coredgh4812162016.6816.3016.2014.9713.5812.911. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 8 - Input: Bosphorus 1080p9334 2p2 x AMD EPYC 9334 32-Core93334 repdgh306090120150150.35149.11148.85136.07134.88134.381. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 12 - Input: Bosphorus 1080pgh2 x AMD EPYC 9334 32-Core9334 2pd93334 rep110220330440550490.15485.59442.55442.44419.85416.151. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.6Encoder Mode: Preset 13 - Input: Bosphorus 1080pg93334 reph2 x AMD EPYC 9334 32-Cored9334 2p130260390520650600.23593.63581.07562.31545.20520.171. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: Fast9334 2p2 x AMD EPYC 9334 32-Core93334 repd2468107.4477.3977.3586.7681. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

VVenC

Video Input: Bosphorus 4K - Video Preset: Faster

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: Faster93334 rep2 x AMD EPYC 9334 32-Core9334 2pd4812162013.8013.7313.6812.681. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

VVenC

Video Input: Bosphorus 1080p - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: Fast93334 rep9334 2p2 x AMD EPYC 9334 32-Cored51015202521.0120.8820.7319.171. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

VVenC

Video Input: Bosphorus 1080p - Video Preset: Faster

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: Faster2 x AMD EPYC 9334 32-Core9334 2p93334 repd81624324036.0335.5834.7633.571. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 13 - Input: Bosphorus 1080phg9334 2p93334 rep2 x AMD EPYC 9334 32-Core130260390520650600.76599.57560.79517.44416.171. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 13 - Input: Bosphorus 4Kgh9334 2p93334 rep2 x AMD EPYC 9334 32-Core4080120160200203.01197.03155.11152.58127.141. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 12 - Input: Bosphorus 1080pgh2 x AMD EPYC 9334 32-Core9334 2p93334 rep110220330440550511.80507.02462.33458.52443.321. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 12 - Input: Bosphorus 4Khg93334 rep9334 2p2 x AMD EPYC 9334 32-Core4080120160200187.68179.41161.67159.26158.711. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 1080p2 x AMD EPYC 9334 32-Core9334 2p93334 repgh306090120150142.19140.17137.61125.22124.701. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 4K9334 2ph93334 repg2 x AMD EPYC 9334 32-Core2040608010096.1194.8394.7392.6489.911. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 1080p9334 2p93334 rep2 x AMD EPYC 9334 32-Corehg369121512.35812.25012.0609.9019.8311. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 4K93334 rep9334 2p2 x AMD EPYC 9334 32-Corehg1.13182.26363.39544.52725.6595.0305.0124.9144.2044.1241. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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-Onlyhg2 x AMD EPYC 9334 32-Core9334 2p93334 repd0.79431.58862.38293.17723.97153.533.402.212.202.191.36

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-Onlyhg93334 rep2 x AMD EPYC 9334 32-Core9334 2pd0.77851.5572.33553.1143.89253.463.282.212.212.201.37

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-Onlyhg93334 rep2 x AMD EPYC 9334 32-Core9334 2pd0.34650.6931.03951.3861.73251.541.501.041.041.030.65

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timehg9334 2p2 x AMD EPYC 9334 32-Core93334 repd112233445546.7646.6620.4520.4020.3910.86

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timegh9334 2p2 x AMD EPYC 9334 32-Core93334 repd112233445546.6146.5520.4020.3320.3110.85

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_time9334 2p93334 rep2 x AMD EPYC 9334 32-Coredgh50100150200250209.61208.86204.93176.61161.17160.87

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_timehg93334 rep2 x AMD EPYC 9334 32-Core9334 2pd112233445550.9650.4017.8317.8117.7610.08

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_timehg2 x AMD EPYC 9334 32-Core9334 2p93334 repd112233445550.0879049.5123017.4357017.3307017.278909.81318

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_timegh9334 2p2 x AMD EPYC 9334 32-Core93334 repd71421283528.3528.2520.3920.3420.3311.90

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-Streamhg9334 2p93334 rep2 x AMD EPYC 9334 32-Cored306090120150131.10129.3840.4540.2940.2519.81

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-Streamhg9334 2p93334 rep2 x AMD EPYC 9334 32-Cored81624324032.5431.7922.4022.3922.3513.92

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-Streamhg2 x AMD EPYC 9334 32-Core93334 rep9334 2pd110022003300440055005175.495150.431522.051521.751519.30757.48

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-Stream93334 rep2 x AMD EPYC 9334 32-Core9334 2pdgh60120180240300282.72280.78278.18202.50135.40134.02

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-Streamhg9334 2p2 x AMD EPYC 9334 32-Core93334 repd50010001500200025002429.742405.88719.77718.35715.59355.89

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-Stream93334 rep9334 2p2 x AMD EPYC 9334 32-Coredhg4080120160200188.92188.32185.02139.79116.19114.38

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-Streamhg2 x AMD EPYC 9334 32-Core9334 2p93334 repd120240360480600532.46497.90204.41204.35204.22106.15

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-Stream9334 2p2 x AMD EPYC 9334 32-Core93334 rephgd2040608010075.1575.1074.6868.6166.5248.25

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-Streamhg9334 2p93334 rep2 x AMD EPYC 9334 32-Cored4008001200160020001784.361780.24521.81520.32519.82257.42

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-Stream9334 2p93334 rep2 x AMD EPYC 9334 32-Coredhg50100150200250211.81208.31207.72140.46139.21138.76

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-Streamgh2 x AMD EPYC 9334 32-Core9334 2p93334 repd3K6K9K12K15K14854.8613153.505651.575626.775618.592661.23

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-Stream9334 2p93334 rep2 x AMD EPYC 9334 32-Coredhg20040060080010001149.131145.231144.31890.94608.16605.47

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-Streamhg9334 2p2 x AMD EPYC 9334 32-Core93334 repd160320480640800764.74761.87232.23231.46231.42113.66

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-Streamhg2 x AMD EPYC 9334 32-Core9334 2p93334 repd4080120160200183.24182.64111.85111.78111.7067.77

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-Streamhg93334 rep9334 2p2 x AMD EPYC 9334 32-Cored4080120160200168.75166.7349.8749.8049.7624.72

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-Streamh2 x AMD EPYC 9334 32-Core9334 2p93334 repgd71421283527.8826.9226.8126.6123.7817.00

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-Streamhg9334 2p2 x AMD EPYC 9334 32-Core93334 repd4008001200160020001786.181778.36522.11519.99519.73258.56

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-Stream9334 2p2 x AMD EPYC 9334 32-Core93334 rephdg50100150200250208.34207.99207.23140.44140.20138.59

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-Streamhg9334 2p2 x AMD EPYC 9334 32-Core93334 repd170340510680850774.41770.51234.13233.91233.34114.28

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-Streamhg9334 2p2 x AMD EPYC 9334 32-Core93334 repd4080120160200184.09183.37112.65112.47112.4368.16

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-Streamgh9334 2p93334 rep2 x AMD EPYC 9334 32-Cored20040060080010001128.881127.79334.53334.27333.85168.72

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-Streamh93334 rep2 x AMD EPYC 9334 32-Core9334 2pgd306090120150130.19124.90124.72124.67124.4199.12

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-Streamhg2 x AMD EPYC 9334 32-Core93334 rep9334 2pd50100150200250222.86220.9170.9070.8270.2136.38

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-Streamhg9334 2p93334 rep2 x AMD EPYC 9334 32-Cored112233445550.6048.5037.7437.7437.7024.54

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-Streamhg9334 2p93334 rep2 x AMD EPYC 9334 32-Cored60012001800240030002633.592613.09779.23777.85773.51373.03

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-Stream2 x AMD EPYC 9334 32-Core9334 2p93334 repdhg306090120150132.50128.91122.7990.0877.9272.18

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-Streamhg2 x AMD EPYC 9334 32-Core93334 rep9334 2pd120240360480600569.32566.73169.27168.63168.3485.49

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-Streamhg2 x AMD EPYC 9334 32-Core93334 rep9334 2pd163248648071.5769.3366.5466.2766.2550.91

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-Streamhg2 x AMD EPYC 9334 32-Core9334 2p93334 repd306090120150131.54129.4440.5740.5540.3819.88

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-Streamgh2 x AMD EPYC 9334 32-Core93334 rep9334 2pd81624324033.0832.9222.5722.5422.3414.01

Laghos

Test: Triple Point Problem

OpenBenchmarking.orgMajor Kernels Total Rate, More Is BetterLaghos 3.1Test: Triple Point Problem9334 2p2 x AMD EPYC 9334 32-Core93334 repd4080120160200199.20198.94197.19195.401. (CXX) g++ options: -O3 -std=c++11 -lmfem -lHYPRE -lmetis -lrt -lmpi_cxx -lmpi

Laghos

Test: Sedov Blast Wave, ube_922_hex.mesh

OpenBenchmarking.orgMajor Kernels Total Rate, More Is BetterLaghos 3.1Test: Sedov Blast Wave, ube_922_hex.mesh2 x AMD EPYC 9334 32-Core9334 2p93334 repd80160240320400389.86388.87387.15263.851. (CXX) g++ options: -O3 -std=c++11 -lmfem -lHYPRE -lmetis -lrt -lmpi_cxx -lmpi

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.1.3Test: Writes93334 rep9334 2p2 x AMD EPYC 9334 32-Coredhg60K120K180K240K300K268984258638255016230402190955185134

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: 1:109334 2p93334 rep2 x AMD EPYC 9334 32-Cored5M10M15M20M25M24460221.4823645213.1322176931.9811686474.261. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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: 1:102 x AMD EPYC 9334 32-Core93334 rep9334 2pd7M14M21M28M35M31053489.2429580028.0628043162.3015179164.861. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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: 1:10d3M6M9M12M15M15253621.531. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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: 1:1002 x AMD EPYC 9334 32-Core93334 rep9334 2pd6M12M18M24M30M25802999.0324588214.8122585212.5611860591.651. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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: 1:1002 x AMD EPYC 9334 32-Core9334 2p93334 repd7M14M21M28M35M31139658.4929330317.3429280070.9714250093.711. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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: 1:100d4M8M12M16M20M17583489.381. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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: 3293334 rep2 x AMD EPYC 9334 32-Core9334 2pdgh8M16M24M32M40M3718300037170000371260003519500029219000292000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 5793334 rep9334 2p2 x AMD EPYC 9334 32-Coredgh12M24M36M48M60M5588200055624000541550005276500044187000441830001. (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: 322 x AMD EPYC 9334 32-Core93334 rep9334 2pdhg16M32M48M64M80M7259700072532000724800006883400055923000557080001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 579334 2p2 x AMD EPYC 9334 32-Coredgh93334 rep20M40M60M80M100M1113300001113200001056300008810900088042000862480001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 329334 2p2 x AMD EPYC 9334 32-Core93334 repdgh30M60M90M120M150M1448000001442100001438300001365000001145500001143900001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 5793334 rep2 x AMD EPYC 9334 32-Core9334 2pdhg40M80M120M160M200M1866700001853900001853600001742800001553600001510100001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 3293334 rep2 x AMD EPYC 9334 32-Core9334 2pdgh60M120M180M240M300M2903200002887300002884300002717300002285200002280900001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 572 x AMD EPYC 9334 32-Core9334 2pd93334 repgh70M140M210M280M350M3462600003363200003312000003291800002798400002772500001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 5129334 2p93334 rep2 x AMD EPYC 9334 32-Coredgh3M6M9M12M15M1335700013320000132070001265200010576000105670001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 3293334 rep9334 2p2 x AMD EPYC 9334 32-Coredgh120M240M360M480M600M5809200005795100005755100005493900004578200004574200001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 579334 2p2 x AMD EPYC 9334 32-Core93334 repdhg140M280M420M560M700M6743300006585800006565100006504100005466900005423000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 51293334 rep9334 2p2 x AMD EPYC 9334 32-Coredhg6M12M18M24M30M2608100025885000257060002490000020837000206600001. (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: 3293334 rep9334 2p2 x AMD EPYC 9334 32-Coredgh200M400M600M800M1000M11595000001158700000115810000010738000009145700009118700001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 5793334 rep2 x AMD EPYC 9334 32-Core9334 2pdhg300M600M900M1200M1500M1302400000129300000012750000001234500000106500000010573000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 5129334 2p2 x AMD EPYC 9334 32-Core93334 repdgh11M22M33M44M55M5246900052315000518210004988400041641000410520001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 3293334 rep9334 2p2 x AMD EPYC 9334 32-Coredgh500M1000M1500M2000M2500M2291700000229130000022847000002045600000182760000018221000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 572 x AMD EPYC 9334 32-Core9334 2p93334 repghd500M1000M1500M2000M2500M2247200000223160000021943000002076600000207200000017786000001. (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: 5129334 2p2 x AMD EPYC 9334 32-Core93334 repdgh20M40M60M80M100M1051700001043100001022700009644900083090000827490001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 51293334 rep2 x AMD EPYC 9334 32-Core9334 2pdhg40M80M120M160M200M2093700002086300002078100001955100001653900001651800001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 51293334 rep9334 2p2 x AMD EPYC 9334 32-Coredgh90M180M270M360M450M4152000004140600004139700003874600003312400003292100001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

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

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 5129334 2p2 x AMD EPYC 9334 32-Core93334 repghd160M320M480M640M800M7559700007542100007531200006591400006528200005046600001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.69334 2p2 x AMD EPYC 9334 32-Core93334 repd80M160M240M320M400M3932765003915674003757155003720720001. (CXX) g++ options: -O3 -fopenmp -ldl

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.36VGR Performance Metricgh2 x AMD EPYC 9334 32-Core93334 rep9334 2pd1.4M2.8M4.2M5.6M7M6398404627057710125379998939943715446481. (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

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mobilenet2 x AMD EPYC 9334 32-Cored9334 2p93334 repgh102030405021.8023.5527.4127.9541.2144.14MIN: 21.41 / MAX: 29.57MIN: 23.18 / MAX: 27.8MIN: 26.74 / MAX: 33.85MIN: 27.34 / MAX: 34.73MIN: 40.54 / MAX: 69.23MIN: 42.79 / MAX: 118.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v2-v2 - Model: mobilenet-v2d2 x AMD EPYC 9334 32-Core9334 2p93334 rephg71421283511.2913.9414.0215.0230.8931.24MIN: 10.83 / MAX: 11.91MIN: 13.14 / MAX: 22.71MIN: 13.46 / MAX: 22.99MIN: 14.05 / MAX: 103.51MIN: 29.59 / MAX: 58.99MIN: 30.27 / MAX: 71.71. (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-v3d2 x AMD EPYC 9334 32-Core9334 2p93334 repgh91827364511.6414.8715.1815.8735.9637.56MIN: 11.48 / MAX: 15.48MIN: 14.55 / MAX: 15.42MIN: 14.82 / MAX: 21.88MIN: 15.57 / MAX: 16.37MIN: 34.15 / MAX: 266.64MIN: 33.74 / MAX: 351.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: shufflenet-v2d9334 2p93334 rep2 x AMD EPYC 9334 32-Corehg132639526513.9618.3518.4718.6345.2257.67MIN: 13.65 / MAX: 18.71MIN: 17.76 / MAX: 24.49MIN: 18.09 / MAX: 20.53MIN: 18.34 / MAX: 19.34MIN: 40.32 / MAX: 296.92MIN: 40.74 / MAX: 1797.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mnasnetd9334 2p2 x AMD EPYC 9334 32-Core93334 rephg71421283510.7013.6913.7414.2429.5529.92MIN: 10.22 / MAX: 14.66MIN: 13.25 / MAX: 14.74MIN: 13.14 / MAX: 22.9MIN: 13.93 / MAX: 14.54MIN: 28.64 / MAX: 97.1MIN: 27.82 / MAX: 234.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: efficientnet-b0d2 x AMD EPYC 9334 32-Core9334 2p93334 repgh112233445514.7619.7919.9219.9647.6748.76MIN: 14.47 / MAX: 29.12MIN: 18.88 / MAX: 151.97MIN: 19.72 / MAX: 21.08MIN: 19.55 / MAX: 33.09MIN: 47.05 / MAX: 112.46MIN: 47.17 / MAX: 210.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: blazefaced2 x AMD EPYC 9334 32-Core9334 2p93334 rephg6121824305.637.208.158.3923.6326.90MIN: 5.53 / MAX: 5.95MIN: 7.05 / MAX: 7.44MIN: 7.89 / MAX: 14.8MIN: 8.09 / MAX: 17.41MIN: 21.98 / MAX: 379.78MIN: 21.88 / MAX: 899.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: googlenetd2 x AMD EPYC 9334 32-Core9334 2p93334 rephg132639526529.0331.0333.4033.6855.3657.72MIN: 27.97 / MAX: 36.49MIN: 30.4 / MAX: 40.18MIN: 32.92 / MAX: 35.55MIN: 32.93 / MAX: 40.38MIN: 54.42 / MAX: 115.96MIN: 52.79 / MAX: 429.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vgg16d2 x AMD EPYC 9334 32-Core9334 2p93334 repgh132639526528.5736.6536.9042.0856.3458.85MIN: 27.98 / MAX: 32.46MIN: 33.43 / MAX: 47.15MIN: 34.81 / MAX: 49.99MIN: 36.25 / MAX: 590.93MIN: 50.98 / MAX: 172.01MIN: 55.68 / MAX: 98.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet18d2 x AMD EPYC 9334 32-Core93334 rep9334 2pgh71421283513.6515.1616.2217.4929.2629.56MIN: 13.29 / MAX: 15.11MIN: 14.45 / MAX: 22.73MIN: 15.17 / MAX: 57.27MIN: 16.57 / MAX: 24.11MIN: 26.62 / MAX: 124.57MIN: 27.99 / MAX: 114.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: alexnetd2 x AMD EPYC 9334 32-Core93334 rep9334 2pgh481216208.139.3910.5910.7015.1017.39MIN: 7.95 / MAX: 8.44MIN: 9 / MAX: 9.79MIN: 9.51 / MAX: 107.87MIN: 10.12 / MAX: 12.2MIN: 14.22 / MAX: 74.43MIN: 14.86 / MAX: 374.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet50d2 x AMD EPYC 9334 32-Core9334 2p93334 repgh122436486026.5329.6230.6041.0253.6254.47MIN: 26.13 / MAX: 30.95MIN: 27.91 / MAX: 147.23MIN: 30.17 / MAX: 37.09MIN: 30.92 / MAX: 2215.16MIN: 51.72 / MAX: 288.16MIN: 51.64 / MAX: 145.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: yolov4-tiny2 x AMD EPYC 9334 32-Cored9334 2p93334 repgh112233445534.6335.7540.1943.5948.0848.82MIN: 32.71 / MAX: 43.98MIN: 34.32 / MAX: 45.5MIN: 39.2 / MAX: 49.85MIN: 35.28 / MAX: 640.68MIN: 42.94 / MAX: 393.57MIN: 45.36 / MAX: 93.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: squeezenet_ssdd2 x AMD EPYC 9334 32-Core9334 2p93334 rephg132639526524.2225.5128.4734.9958.4158.66MIN: 23.8 / MAX: 28.97MIN: 23.43 / MAX: 95.27MIN: 28.05 / MAX: 34.83MIN: 28.93 / MAX: 1349.8MIN: 57.55 / MAX: 98.8MIN: 55.23 / MAX: 333.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: regnety_400md9334 2p2 x AMD EPYC 9334 32-Core93334 rephg408012016020033.5053.7854.5968.68201.59202.34MIN: 33.26 / MAX: 37.92MIN: 53.02 / MAX: 60.41MIN: 50.39 / MAX: 663.91MIN: 53.81 / MAX: 3458.69MIN: 191.08 / MAX: 1525.04MIN: 187.7 / MAX: 1161.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vision_transformer

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vision_transformer2 x AMD EPYC 9334 32-Cored93334 rep9334 2phg2040608010053.7955.0561.2466.6593.15108.73MIN: 52.29 / MAX: 122.53MIN: 54.24 / MAX: 72.37MIN: 59.18 / MAX: 264.24MIN: 59.07 / MAX: 626.24MIN: 88.26 / MAX: 206.51MIN: 94.5 / MAX: 1869.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: FastestDet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: FastestDetd2 x AMD EPYC 9334 32-Core93334 rep9334 2phg102030405016.0016.4421.5022.2942.3044.27MIN: 15.86 / MAX: 20.49MIN: 16.09 / MAX: 32.24MIN: 20.83 / MAX: 30.28MIN: 21.86 / MAX: 23.6MIN: 41.82 / MAX: 83.33MIN: 40.55 / MAX: 822.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream2 x AMD EPYC 9334 32-Core9334 2p93334 repdhg2004006008001000780.60781.54782.00795.85954.94969.88

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-Streamhg9334 2p93334 rep2 x AMD EPYC 9334 32-Cored163248648030.7231.4544.6344.6644.7471.84

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-Stream93334 rep2 x AMD EPYC 9334 32-Core9334 2pdhg61218243021.0021.0021.0321.0924.6824.79

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-Stream93334 rep2 x AMD EPYC 9334 32-Core9334 2pdgh2468103.53473.55913.59224.93177.38317.4589

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-Stream9334 2p2 x AMD EPYC 9334 32-Core93334 repdhg122436486044.4144.4944.6844.9152.5853.12

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-Stream93334 rep9334 2p2 x AMD EPYC 9334 32-Coredhg2468105.28625.30285.39727.14568.60168.7387

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-Streamd2 x AMD EPYC 9334 32-Core93334 rep9334 2phg60120180240300150.28156.06156.19156.28239.19256.16

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-Stream9334 2p2 x AMD EPYC 9334 32-Core93334 rephgd51015202513.3013.3113.3814.5615.0220.71

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-Stream9334 2p93334 rep2 x AMD EPYC 9334 32-Coredhg163248648061.2561.4561.4962.1071.5871.76

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-Stream9334 2p93334 rep2 x AMD EPYC 9334 32-Coredhg2468104.71594.79574.80907.11027.17927.2026

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-Stream2 x AMD EPYC 9334 32-Core9334 2p93334 repdgh36912155.64625.66935.67735.99478.58439.6974

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-Stream9334 2p93334 rep2 x AMD EPYC 9334 32-Coredhg0.37110.74221.11331.48441.85550.86770.87040.87111.11891.64191.6492

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-Stream9334 2p2 x AMD EPYC 9334 32-Core93334 repdhg4080120160200137.48137.91137.97140.58166.76167.42

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-Streamhg2 x AMD EPYC 9334 32-Core9334 2p93334 repd481216205.44815.46618.93248.93808.943714.7454

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-Stream93334 rep2 x AMD EPYC 9334 32-Core9334 2pdhg160320480640800635.20635.64635.65641.61751.72756.62

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-Streamh2 x AMD EPYC 9334 32-Core9334 2p93334 repgd132639526535.8537.1437.3037.5742.0458.83

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-Stream9334 2p2 x AMD EPYC 9334 32-Core93334 repdhg163248648061.2261.4661.4961.8171.5471.82

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-Stream9334 2p2 x AMD EPYC 9334 32-Core93334 rephdg2468104.79424.80284.82057.11637.12287.2111

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-Stream9334 2p2 x AMD EPYC 9334 32-Core93334 repdhg4080120160200136.46136.60136.81139.61164.66165.51

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-Streamhg9334 2p2 x AMD EPYC 9334 32-Core93334 repd481216205.42685.44788.87258.88648.889614.6632

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-Streamd9334 2p93334 rep2 x AMD EPYC 9334 32-Coregh30609012015094.6295.5495.6095.74113.02113.20

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-Streamh93334 rep2 x AMD EPYC 9334 32-Core9334 2pgd36912157.67347.99928.00988.01368.030210.0813

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-Streamd2 x AMD EPYC 9334 32-Core93334 rep9334 2phg120240360480600436.97448.73448.89451.05567.86573.36

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-Streamhg9334 2p93334 rep2 x AMD EPYC 9334 32-Cored91827364519.7420.6026.4826.4826.5140.73

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-Stream9334 2p93334 rep2 x AMD EPYC 9334 32-Coredhg112233445541.0241.1041.3142.8348.5148.88

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-Stream2 x AMD EPYC 9334 32-Core9334 2p93334 repdhg481216207.53797.74848.134711.086812.828613.8473

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-Streamd2 x AMD EPYC 9334 32-Core93334 rep9334 2phg50100150200250186.65188.74189.33189.52223.85224.65

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-Streamhg2 x AMD EPYC 9334 32-Core93334 rep9334 2pd51015202513.9714.4215.0215.0815.0919.64

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-Stream2 x AMD EPYC 9334 32-Core9334 2p93334 repdhg2004006008001000776.91779.18779.83794.04952.87969.24

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-Streamgh2 x AMD EPYC 9334 32-Core93334 rep9334 2pd163248648030.2230.3744.3044.3644.7571.35

Remhos

Test: Sample Remap Example

OpenBenchmarking.orgSeconds, Fewer Is BetterRemhos 1.0Test: Sample Remap Example2 x AMD EPYC 9334 32-Core93334 rep9334 2pd51015202513.5113.8313.9620.901. (CXX) g++ options: -O3 -std=c++11 -lmfem -lHYPRE -lmetis -lrt -lmpi_cxx -lmpi

SPECFEM3D

Model: Mount St. Helens

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Mount St. Helens9334 2p2 x AMD EPYC 9334 32-Core93334 repd481216208.3200918568.4554735348.48691052014.5056452531. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi

SPECFEM3D

Model: Layered Halfspace

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Layered Halfspace9334 2p2 x AMD EPYC 9334 32-Core93334 repd91827364521.5421.6721.6938.491. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi

SPECFEM3D

Model: Tomographic Model

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Tomographic Model93334 rep9334 2p2 x AMD EPYC 9334 32-Cored481216209.3745630829.4190866359.48714578114.8777103461. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi

SPECFEM3D

Model: Homogeneous Halfspace

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Homogeneous Halfspace93334 rep2 x AMD EPYC 9334 32-Core9334 2pd51015202511.5311.6211.6418.851. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi

SPECFEM3D

Model: Water-layered Halfspace

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.0Model: Water-layered Halfspace9334 2p93334 rep2 x AMD EPYC 9334 32-Cored81624324020.8621.1521.3934.821. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfighg9334 2p2 x AMD EPYC 9334 32-Core93334 repd81624324023.0523.0624.6724.7424.7835.28

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: BMW27 - Compute: CPU-Onlyhg93334 rep9334 2p2 x AMD EPYC 9334 32-Cored9182736457.407.5120.4320.5120.6537.93

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Classroom - Compute: CPU-Onlyhg2 x AMD EPYC 9334 32-Core93334 rep9334 2pd2040608010017.1217.3151.8651.9952.7794.88

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Fishy Cat - Compute: CPU-Onlygh9334 2p93334 rep2 x AMD EPYC 9334 32-Cored112233445510.0210.0226.1526.3726.4348.95

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Barbershop - Compute: CPU-Onlyhg9334 2p2 x AMD EPYC 9334 32-Core93334 repd8016024032040071.3971.97201.51201.53201.93372.72

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Pabellon Barcelona - Compute: CPU-Onlyhg2 x AMD EPYC 9334 32-Core9334 2p93334 repd30609012015022.3522.4063.3763.4563.71122.70

Phoronix Test Suite v10.8.4