benchmarks for a future article.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2309060-NE-EXTRATEST87 extra tests - Phoronix Test Suite extra tests benchmarks for a future article.
HTML result view exported from: https://openbenchmarking.org/result/2309060-NE-EXTRATEST87&export=txt&rdt&grs .
extra tests Processor Motherboard Memory Disk Graphics OS Kernel Compiler File-System Screen Resolution d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 2 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-CQKET 2 x 1920GB SAMSUNG MZQL21T9HCJR-00A07 astdrmfb AlmaLinux 9.2 5.14.0-284.25.1.el9_2.x86_64 (x86_64) GCC 11.3.1 20221121 ext4 1024x768 2 x AMD EPYC 9754 128-Core @ 2.25GHz (256 Cores / 512 Threads) 23 x 32 GB DDR5-4800MT/s Samsung M321R4GA3BB6-CQKET 2 x AMD EPYC 9334 32-Core @ 2.70GHz (64 Cores / 128 Threads) 21 x 32 GB DDR5-4800MT/s Samsung M321R4GA3BB6-CQKET OpenBenchmarking.org Kernel Details - Transparent Huge Pages: always Compiler 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: 0xa10113e Java Details - OpenJDK Runtime Environment (Red_Hat-11.0.20.0.8-1) (build 11.0.20+8-LTS) Python Details - Python 3.9.16 Security 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 tests stress-ng: Semaphores stress-ng: Pipe deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream deepsparse: ResNet-50, Baseline - Asynchronous Multi-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Stream deepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Stream deepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream deepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream deepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream stress-ng: x86_64 RdRand stress-ng: Hash stress-ng: Context Switching stress-ng: Vector Shuffle deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream ncnn: CPU - regnety_400m stress-ng: Floating Point stress-ng: CPU Stress stress-ng: Function Call stress-ng: Matrix Math stress-ng: Vector Floating Point stress-ng: Fused Multiply-Add stress-ng: Zlib deepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Stream blender: Classroom - CPU-Only stress-ng: Vector Math blender: Pabellon Barcelona - CPU-Only stress-ng: AVX-512 VNNI stress-ng: Memory Copying stress-ng: Wide Vector Math stress-ng: Glibc Qsort Data Sorting stress-ng: Malloc stress-ng: Glibc C String Functions blender: Barbershop - CPU-Only blender: BMW27 - CPU-Only ospray: gravity_spheres_volume/dim_512/scivis/real_time embree: Pathtracer - Asian Dragon embree: Pathtracer - Asian Dragon Obj ospray: gravity_spheres_volume/dim_512/ao/real_time deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream embree: Pathtracer - Crown embree: Pathtracer ISPC - Asian Dragon embree: Pathtracer ISPC - Crown stress-ng: Poll blender: Fishy Cat - CPU-Only ncnn: CPU - blazeface embree: Pathtracer ISPC - Asian Dragon Obj stress-ng: SENDFILE ospray: particle_volume/ao/real_time ospray: particle_volume/scivis/real_time stress-ng: Crypto ncnn: CPU - shufflenet-v2 stress-ng: Forking stress-ng: AVL Tree stress-ng: CPU Cache stress-ng: MMAP ncnn: CPU - efficientnet-b0 ncnn: CPU-v3-v3 - mobilenet-v3 stress-ng: NUMA ncnn: CPU - mnasnet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU - FastestDet deepsparse: CV Detection, YOLOv5s COCO - Synchronous Single-Stream deepsparse: CV Detection, YOLOv5s COCO - Synchronous Single-Stream deepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Synchronous Single-Stream deepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Synchronous Single-Stream oidn: RT.hdr_alb_nrm.3840x2160 - CPU-Only oidn: RT.ldr_alb_nrm.3840x2160 - CPU-Only ncnn: CPU - squeezenet_ssd ospray: gravity_spheres_volume/dim_512/pathtracer/real_time oidn: RTLightmap.hdr.4096x4096 - CPU-Only deepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Stream deepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Stream deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Stream deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Stream dragonflydb: 20 - 1:100 dragonflydb: 10 - 1:100 ncnn: CPU - resnet18 ncnn: CPU - alexnet deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Synchronous Single-Stream deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Synchronous Single-Stream dragonflydb: 10 - 1:10 deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Synchronous Single-Stream deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Synchronous Single-Stream ncnn: CPU - vgg16 ncnn: CPU - resnet50 dragonflydb: 20 - 1:10 ncnn: CPU - mobilenet ncnn: CPU - vision_transformer stress-ng: Socket Activity brl-cad: VGR Performance Metric stress-ng: MEMFD ncnn: CPU - googlenet deepsparse: ResNet-50, Sparse INT8 - Synchronous Single-Stream deepsparse: ResNet-50, Sparse INT8 - Synchronous Single-Stream deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Synchronous Single-Stream deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Synchronous Single-Stream specfem3d: Layered Halfspace specfem3d: Mount St. Helens deepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Stream deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream specfem3d: Water-layered Halfspace deepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Synchronous Single-Stream deepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Synchronous Single-Stream stress-ng: Futex deepsparse: BERT-Large, NLP Question Answering - Synchronous Single-Stream deepsparse: BERT-Large, NLP Question Answering - Synchronous Single-Stream specfem3d: Homogeneous Halfspace svt-av1: Preset 13 - Bosphorus 4K specfem3d: Tomographic Model deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Stream deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Stream remhos: Sample Remap Example build-linux-kernel: defconfig deepsparse: ResNet-50, Baseline - Synchronous Single-Stream deepsparse: ResNet-50, Baseline - Synchronous Single-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Stream liquid-dsp: 64 - 256 - 512 laghos: Sedov Blast Wave, ube_922_hex.mesh stress-ng: Matrix 3D Math cassandra: Writes svt-av1: Preset 13 - Bosphorus 1080p nekrs: Kershaw ncnn: CPU - yolov4-tiny deepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Stream deepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Stream nekrs: TurboPipe Periodic stress-ng: System V Message Passing deepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Stream deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream liquid-dsp: 2 - 256 - 32 ospray: particle_volume/pathtracer/real_time svt-av1: Preset 4 - Bosphorus 1080p liquid-dsp: 2 - 256 - 57 stress-ng: Mixed Scheduler stress-ng: Pthread liquid-dsp: 4 - 256 - 512 liquid-dsp: 1 - 256 - 32 liquid-dsp: 8 - 256 - 32 liquid-dsp: 32 - 256 - 32 liquid-dsp: 8 - 256 - 512 liquid-dsp: 16 - 256 - 32 liquid-dsp: 16 - 256 - 512 liquid-dsp: 4 - 256 - 32 liquid-dsp: 1 - 256 - 57 liquid-dsp: 1 - 256 - 512 liquid-dsp: 64 - 256 - 57 liquid-dsp: 2 - 256 - 512 liquid-dsp: 32 - 256 - 512 stress-ng: Mutex liquid-dsp: 64 - 256 - 32 svt-av1: Preset 4 - Bosphorus 1080p stress-ng: Atomic liquid-dsp: 8 - 256 - 57 deepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream liquid-dsp: 16 - 256 - 57 deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream svt-av1: Preset 12 - Bosphorus 4K liquid-dsp: 4 - 256 - 57 liquid-dsp: 32 - 256 - 57 svt-av1: Preset 4 - Bosphorus 4K svt-av1: Preset 13 - Bosphorus 4K svt-av1: Preset 4 - Bosphorus 4K deepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream deepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream deepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Stream deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream deepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Stream svt-av1: Preset 12 - Bosphorus 4K deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Stream svt-av1: Preset 12 - Bosphorus 1080p deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream deepsparse: ResNet-50, Baseline - Asynchronous Multi-Stream svt-av1: Preset 12 - Bosphorus 1080p svt-av1: Preset 13 - Bosphorus 1080p svt-av1: Preset 8 - Bosphorus 1080p svt-av1: Preset 8 - Bosphorus 1080p vvenc: Bosphorus 4K - Fast vvenc: Bosphorus 1080p - Fast stress-ng: Cloning vvenc: Bosphorus 4K - Faster vvenc: Bosphorus 1080p - Faster svt-av1: Preset 8 - Bosphorus 4K svt-av1: Preset 8 - Bosphorus 4K kripke: laghos: Triple Point Problem dragonflydb: 50 - 1:100 dragonflydb: 50 - 1:10 build-linux-kernel: allmodconfig d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 92019395.13 20249488.61 373.0279 257.4237 258.5599 757.477 24.7153 355.8877 114.282 113.6578 168.7247 85.4854 19.8763 19.81 12013602.06 7218607.12 17931974.92 25006.73 36.3849 34.57 11939.41 88466.54 27731.16 173878.7 106715.85 32151217.03 2944.54 2661.2255 94.88 234239.6 122.7 3667964.15 13428.64 1543291.91 916.74 137476652.93 40991307.95 372.72 37.93 9.81318 42.7641 37.9876 10.0774 106.1467 37.677 48.4746 39.3841 4337787.72 48.95 5.84 40.5726 857324.89 10.8634 10.8453 107643.49 15.46 1007.46 410.89 776708.72 1131.55 15.43 12.01 18.35 10.83 11.83 16 14.7454 67.7657 14.6632 68.1621 1.36 1.37 25.61 11.9002 0.65 71.35 14.0139 71.8362 13.9192 14250093.71 11860591.65 13.75 8.14 4.9317 202.5019 11686474.26 40.7345 24.536 28.57 26.68 15179164.86 23.97 55.81 9504.38 544648 912.62 30.11 1.1189 890.9448 11.0868 90.0756 38.489779649 14.505645253 5.9947 150.276 34.822227482 7.1456 139.7934 4022496.07 58.8279 16.9961 18.853828876 14.877710346 20.714 48.2512 20.904 35.283 7.1102 140.4568 7.1228 140.2014 504660000 263.85 10869.49 230402 11520900000 40.34 19.6356 50.9089 7470490000 6851573.2 10.0813 99.1222 436.9749 68834000 176.614 14.974 105630000 35640.36 70043.78 49884000 35195000 271730000 1073800000 96449000 549390000 195510000 136500000 52765000 12652000 1778600000 24900000 387460000 438280.16 2045600000 236.99 331200000 794.0387 650410000 795.852 199.523 174280000 1234500000 5.053 195.829 140.5767 139.6127 186.6482 94.6197 44.9148 42.8337 641.6051 21.0894 419.853 61.8053 62.1006 545.195 136.071 6.768 19.166 1170.31 12.678 33.572 72.353 372072000 195.40 17583489.38 15253621.53 800762640.11 173499514.94 2613.088 1780.2379 1778.3616 5150.4252 166.7335 2405.8755 770.5065 761.8657 1128.8846 566.7259 129.4385 129.3849 78673620.14 45298625.91 110432440.32 154267.34 220.9069 202.34 71782.95 523898.45 156381.63 989553.8 604724.84 180789739.08 16624.07 14854.856 17.31 1288008.26 22.4 20133541.11 72825.56 8237581.37 4846.22 719479964.33 215429087.61 71.97 7.51 49.5123 217.591 193.0502 50.4014 497.8976 183.4023 239.4187 193.6041 21346079.3 10.02 26.9 193.4297 3761786.29 46.6567 46.6054 462528.73 57.67 31064.95 1564.42 334039.11 3664.34 47.67 35.96 14.38 29.92 31.24 44.27 5.4661 182.6417 5.4478 183.3717 3.40 3.28 58.66 28.3521 1.50 30.2235 33.0779 31.4519 31.7865 29.26 15.1 7.3831 135.3955 20.5981 48.4989 56.34 53.62 41.21 108.73 110254.19 6398404 97.94 57.72 1.6492 605.4672 13.8473 72.184 8.5843 256.1642 8.7387 114.3784 2951631.96 42.0388 23.7821 203.007 15.0223 66.5223 23.058 7.2026 138.7584 7.2111 138.594 659140000 14658.75 185134 599.573 48.08 14.4159 69.3271 7729966.17 8.0302 124.4072 573.3582 55708000 161.169 13.575 88109000 29932.2 54906.43 41641000 29219000 228520000 914570000 83090000 457820000 165180000 114550000 44187000 10576000 2076600000 20660000 331240000 364035.57 1827600000 9.831 204.44 279840000 969.2352 542300000 969.8849 189.164 151010000 1057300000 4.615 191.665 4.124 167.4236 165.5104 224.6455 113.0191 53.1156 48.8841 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86.785 72.6514 9104744.15 26.43 7.2 72.2553 1312330.44 20.3984 20.3347 156553.51 18.63 1641.77 788.21 1095211.77 2289.8 19.79 14.87 42.33 13.74 13.94 16.44 8.9324 111.851 8.8864 112.4681 2.21 2.21 25.51 20.3416 1.04 44.3044 22.5673 44.7392 22.3478 31139658.49 25802999.03 15.16 9.39 3.5591 280.7819 22176931.98 26.506 37.6981 36.65 29.62 31053489.24 21.8 53.79 38147.97 1012537 1004.79 31.03 0.8711 1144.3064 7.5379 132.5022 21.669089846 8.455473534 5.6462 156.0598 21.391920507 5.3972 185.0242 4717570.36 37.1421 26.9173 11.61697014 127.136 9.487145781 13.3064 75.1004 13.512 24.74 4.809 207.7153 4.8028 207.99 754210000 389.86 14005.29 255016 416.173 8095630000 34.63 15.0216 66.5364 5441100000 9268236.4 8.0098 124.7249 448.7348 72597000 204.932 16.197 111320000 37887.14 70405.47 52315000 37170000 288730000 1158100000 104310000 575510000 208630000 144210000 54155000 13207000 2247200000 25706000 413970000 457807.79 2284700000 12.06 253.6 346260000 776.9139 658580000 780.5977 163.442 185390000 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37674.67 994371 1014.24 33.4 0.8677 1149.1255 7.7484 128.9077 21.537324573 8.320091856 5.6693 156.2773 20.859472172 5.3028 188.3179 4644551.29 37.2973 26.8055 11.643695909 155.112 9.419086635 13.2967 75.15 13.962 24.671 4.7159 211.8105 4.7942 208.3426 755970000 388.865198289 14022.5 258638 560.785 8147120000 40.19 15.0868 66.2473 5426030000 9258853.69 8.0136 124.6687 451.0544 72480000 209.609 16.295 111330000 37702.22 70476.97 52469000 37126000 288430000 1158700000 105170000 579510000 207810000 144800000 55624000 13357000 2231600000 25885000 414060000 456942.16 2291300000 12.358 254.16 336320000 779.176 674330000 781.5381 160.626 185360000 1275000000 5.643 163.425 5.012 137.4827 136.4554 189.5158 95.5364 44.4106 41.0198 635.6516 159.258 21.0312 442.436 61.2184 61.2502 458.518 520.167 140.171 150.346 7.447 20.882 1190 13.684 35.575 96.105 76.503 393276500 199.20 214488001.21 42047609.47 777.8507 520.3204 519.725 1521.7451 49.8729 715.5913 233.339 231.4234 334.2742 168.631 40.3796 40.2868 25663966.02 15326552.14 35280554.42 52511.07 70.8244 68.68 24129.62 176710.85 54675.85 314753.85 198610.93 58570424.41 5875.45 5618.5889 51.99 430096.55 63.71 6621974.98 26129.5 2802578.87 1676.27 263330738.63 72810418.71 201.93 20.43 17.2789 75.117 66.8507 17.8324 204.2211 69.485 86.555 72.1749 9078474.01 26.37 8.39 72.8465 1536517.65 20.3882 20.3139 156863.78 18.47 1616.05 797.64 1096840.32 2287.69 19.96 15.87 42.1 14.24 15.02 21.5 8.9437 111.7014 8.8896 112.4315 2.19 2.21 34.99 20.3316 1.04 44.3585 22.5398 44.6611 22.3869 29280070.97 24588214.81 16.22 10.59 3.5347 282.7165 23645213.13 26.4795 37.7352 42.08 41.02 29580028.06 27.95 61.24 38727.86 999893 1009.47 33.68 0.8704 1145.2343 8.1347 122.7905 21.688812991 8.48691052 5.6773 156.1928 21.151370608 5.2862 188.9243 4752131.37 37.5742 26.6076 11.533002652 152.583 9.374563082 13.3801 74.684 13.825 24.784 4.7957 208.3103 4.8205 207.2316 753120000 387.150786069 14009.23 268984 517.438 8130950000 43.59 15.0829 66.2677 5437240000 9251814.09 7.9992 124.8961 448.8863 72532000 208.86 16.678 86248000 37534 51821000 37183000 290320000 1159500000 102270000 580920000 209370000 143830000 55882000 13320000 2194300000 26081000 415200000 457061.39 2291700000 12.25 254.23 329180000 779.8287 656510000 781.9977 161.053 186670000 1302400000 5.65 160.078 5.03 137.9731 136.8061 189.3261 95.5971 44.6809 41.101 635.1989 161.666 20.9984 416.149 61.491 61.4475 443.322 593.633 137.614 148.846 7.358 21.005 1188.64 13.803 34.76 94.726 77.191 375715500 197.19 OpenBenchmarking.org
Stress-NG Test: Semaphores OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Semaphores d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 200M 400M 600M 800M 1000M 92019395.13 800762640.11 786069338.66 226498215.44 212194044.21 214488001.21 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: Pipe OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Pipe d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40M 80M 120M 160M 200M 20249488.61 173499514.94 159491222.34 39461287.60 42013739.43 42047609.47 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 600 1200 1800 2400 3000 373.03 2613.09 2633.59 773.51 779.23 777.85
Neural Magic DeepSparse Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 400 800 1200 1600 2000 257.42 1780.24 1784.36 519.82 521.81 520.32
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 400 800 1200 1600 2000 258.56 1778.36 1786.18 519.99 522.11 519.73
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 1100 2200 3300 4400 5500 757.48 5150.43 5175.49 1522.05 1519.30 1521.75
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 24.72 166.73 168.75 49.76 49.80 49.87
Neural Magic DeepSparse Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 500 1000 1500 2000 2500 355.89 2405.88 2429.74 718.35 719.77 715.59
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 170 340 510 680 850 114.28 770.51 774.41 233.91 234.13 233.34
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 160 320 480 640 800 113.66 761.87 764.74 231.46 232.23 231.42
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 200 400 600 800 1000 168.72 1128.88 1127.79 333.85 334.53 334.27
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 120 240 360 480 600 85.49 566.73 569.32 169.27 168.34 168.63
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 30 60 90 120 150 19.88 129.44 131.54 40.57 40.55 40.38
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 30 60 90 120 150 19.81 129.38 131.10 40.25 40.45 40.29
Stress-NG Test: x86_64 RdRand OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: x86_64 RdRand d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 20M 40M 60M 80M 100M 12013602.06 78673620.14 78690548.49 25697538.80 25688067.52 25663966.02 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: Hash OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Hash d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 10M 20M 30M 40M 50M 7218607.12 45298625.91 45265797.34 15425278.83 15412840.21 15326552.14 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: Context Switching OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Context Switching d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 20M 40M 60M 80M 100M 17931974.92 110432440.32 110991931.60 29340312.96 35971998.98 35280554.42 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: Vector Shuffle OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Vector Shuffle d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 30K 60K 90K 120K 150K 25006.73 154267.34 154293.33 52591.77 52548.25 52511.07 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Neural Magic DeepSparse Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 50 100 150 200 250 36.38 220.91 222.86 70.90 70.21 70.82
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: regnety_400m d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 33.50 202.34 201.59 54.59 53.78 68.68 MIN: 33.26 / MAX: 37.92 MIN: 187.7 / MAX: 1161.84 MIN: 191.08 / MAX: 1525.04 MIN: 50.39 / MAX: 663.91 MIN: 53.02 / MAX: 60.41 MIN: 53.81 / MAX: 3458.69 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Stress-NG Test: Floating Point OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Floating Point d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 15K 30K 45K 60K 75K 11939.41 71782.95 71790.06 24103.76 24101.40 24129.62 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: CPU Stress OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: CPU Stress d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 110K 220K 330K 440K 550K 88466.54 523898.45 518600.85 176344.38 176621.27 176710.85 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: Function Call OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Function Call d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 30K 60K 90K 120K 150K 27731.16 156381.63 158994.25 54824.58 54852.06 54675.85 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: Matrix Math OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Matrix Math d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 200K 400K 600K 800K 1000K 173878.70 989553.80 990104.85 314789.68 315324.18 314753.85 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: Vector Floating Point OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Vector Floating Point d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 130K 260K 390K 520K 650K 106715.85 604724.84 605340.53 198651.88 198855.75 198610.93 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: Fused Multiply-Add OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Fused Multiply-Add d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40M 80M 120M 160M 200M 32151217.03 180789739.08 181626937.85 58550931.39 58491170.75 58570424.41 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: Zlib OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Zlib d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 4K 8K 12K 16K 20K 2944.54 16624.07 16625.57 5876.15 5885.26 5875.45 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Neural Magic DeepSparse Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 3K 6K 9K 12K 15K 2661.23 14854.86 13153.50 5651.57 5626.77 5618.59
Blender Blend File: Classroom - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.6 Blend File: Classroom - Compute: CPU-Only d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 20 40 60 80 100 94.88 17.31 17.12 51.86 52.77 51.99
Stress-NG Test: Vector Math OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Vector Math d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 300K 600K 900K 1200K 1500K 234239.60 1288008.26 1285121.40 430109.26 430141.54 430096.55 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Blender Blend File: Pabellon Barcelona - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.6 Blend File: Pabellon Barcelona - Compute: CPU-Only d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 30 60 90 120 150 122.70 22.40 22.35 63.37 63.45 63.71
Stress-NG Test: AVX-512 VNNI OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: AVX-512 VNNI d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 4M 8M 12M 16M 20M 3667964.15 20133541.11 20123210.14 6626091.93 6624476.36 6621974.98 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: Memory Copying OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Memory Copying d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 16K 32K 48K 64K 80K 13428.64 72825.56 72800.74 26146.71 26144.80 26129.50 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: Wide Vector Math OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Wide Vector Math d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 2M 4M 6M 8M 10M 1543291.91 8237581.37 8234456.23 2804498.36 2802185.77 2802578.87 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: Glibc Qsort Data Sorting OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Glibc Qsort Data Sorting d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 1000 2000 3000 4000 5000 916.74 4846.22 4850.99 1675.93 1674.65 1676.27 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: Malloc OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Malloc d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 160M 320M 480M 640M 800M 137476652.93 719479964.33 725705488.15 262321226.78 263438850.64 263330738.63 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: Glibc C String Functions OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Glibc C String Functions d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 50M 100M 150M 200M 250M 40991307.95 215429087.61 215308424.81 72167140.03 77814243.76 72810418.71 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Blender Blend File: Barbershop - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.6 Blend File: Barbershop - Compute: CPU-Only d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 80 160 240 320 400 372.72 71.97 71.39 201.53 201.51 201.93
Blender Blend File: BMW27 - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.6 Blend File: BMW27 - Compute: CPU-Only d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 9 18 27 36 45 37.93 7.51 7.40 20.65 20.51 20.43
OSPRay Benchmark: gravity_spheres_volume/dim_512/scivis/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 11 22 33 44 55 9.81318 49.51230 50.08790 17.43570 17.33070 17.27890
Embree Binary: Pathtracer - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.1 Binary: Pathtracer - Model: Asian Dragon d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 50 100 150 200 250 42.76 217.59 207.25 75.28 75.46 75.12 MIN: 42.48 / MAX: 43.18 MIN: 211.81 / MAX: 228.26 MIN: 203.29 / MAX: 214.14 MIN: 73.5 / MAX: 78.24 MIN: 73.59 / MAX: 78.22 MIN: 73.42 / MAX: 78.19
Embree Binary: Pathtracer - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.1 Binary: Pathtracer - Model: Asian Dragon Obj d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 37.99 193.05 172.21 67.48 67.32 66.85 MIN: 37.71 / MAX: 38.4 MIN: 174.03 / MAX: 205.21 MIN: 150.53 / MAX: 183.32 MIN: 65.8 / MAX: 70.02 MIN: 65.8 / MAX: 70.31 MIN: 65.41 / MAX: 70.72
OSPRay Benchmark: gravity_spheres_volume/dim_512/ao/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: gravity_spheres_volume/dim_512/ao/real_time d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 11 22 33 44 55 10.08 50.40 50.96 17.81 17.76 17.83
Neural Magic DeepSparse Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 120 240 360 480 600 106.15 497.90 532.46 204.41 204.35 204.22
Embree Binary: Pathtracer - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.1 Binary: Pathtracer - Model: Crown d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 37.68 183.40 187.42 69.49 69.67 69.49 MIN: 37.26 / MAX: 39.44 MIN: 179.05 / MAX: 191.46 MIN: 183.21 / MAX: 193.83 MIN: 65.97 / MAX: 75.27 MIN: 66.25 / MAX: 75.27 MIN: 65.87 / MAX: 75.16
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.1 Binary: Pathtracer ISPC - Model: Asian Dragon d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 50 100 150 200 250 48.47 239.42 225.83 86.79 86.53 86.56 MIN: 48.1 / MAX: 49.28 MIN: 232.82 / MAX: 253.03 MIN: 221.04 / MAX: 232.51 MIN: 83.33 / MAX: 93.39 MIN: 83.4 / MAX: 92.47 MIN: 83.15 / MAX: 93.4
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.1 Binary: Pathtracer ISPC - Model: Crown d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 39.38 193.60 194.27 72.65 72.64 72.17 MIN: 38.86 / MAX: 40.97 MIN: 188.25 / MAX: 201.2 MIN: 188.82 / MAX: 203.12 MIN: 68.96 / MAX: 77.69 MIN: 69.23 / MAX: 79.15 MIN: 68.85 / MAX: 77.58
Stress-NG Test: Poll OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Poll d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 5M 10M 15M 20M 25M 4337787.72 21346079.30 20251576.33 9104744.15 9067852.19 9078474.01 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Blender Blend File: Fishy Cat - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.6 Blend File: Fishy Cat - Compute: CPU-Only d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 11 22 33 44 55 48.95 10.02 10.02 26.43 26.15 26.37
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: blazeface d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 6 12 18 24 30 5.63 26.90 23.63 7.20 8.15 8.39 MIN: 5.53 / MAX: 5.95 MIN: 21.88 / MAX: 899.43 MIN: 21.98 / MAX: 379.78 MIN: 7.05 / MAX: 7.44 MIN: 7.89 / MAX: 14.8 MIN: 8.09 / MAX: 17.41 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Embree Binary: Pathtracer ISPC - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second, More Is Better Embree 4.1 Binary: Pathtracer ISPC - Model: Asian Dragon Obj d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 40.57 193.43 184.45 72.26 72.77 72.85 MIN: 40.28 / MAX: 41.19 MIN: 170.24 / MAX: 203.63 MIN: 159.04 / MAX: 199.2 MIN: 69.72 / MAX: 77.54 MIN: 70.2 / MAX: 78.62 MIN: 70.3 / MAX: 76.96
Stress-NG Test: SENDFILE OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: SENDFILE d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 800K 1600K 2400K 3200K 4000K 857324.89 3761786.29 3745995.16 1312330.44 1465208.81 1536517.65 1. (CXX) g++ options: -O2 -std=gnu99 -lc
OSPRay Benchmark: particle_volume/ao/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: particle_volume/ao/real_time d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 11 22 33 44 55 10.86 46.66 46.76 20.40 20.45 20.39
OSPRay Benchmark: particle_volume/scivis/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: particle_volume/scivis/real_time d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 11 22 33 44 55 10.85 46.61 46.55 20.33 20.40 20.31
Stress-NG Test: Crypto OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Crypto d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 100K 200K 300K 400K 500K 107643.49 462528.73 461785.36 156553.51 156859.22 156863.78 1. (CXX) g++ options: -O2 -std=gnu99 -lc
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: shufflenet-v2 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 13 26 39 52 65 13.96 57.67 45.22 18.63 18.35 18.47 MIN: 13.65 / MAX: 18.71 MIN: 40.74 / MAX: 1797.58 MIN: 40.32 / MAX: 296.92 MIN: 18.34 / MAX: 19.34 MIN: 17.76 / MAX: 24.49 MIN: 18.09 / MAX: 20.53 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Stress-NG Test: Forking OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Forking d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 7K 14K 21K 28K 35K 1007.46 31064.95 30591.67 1641.77 1615.00 1616.05 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: AVL Tree OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: AVL Tree d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 300 600 900 1200 1500 410.89 1564.42 1628.91 788.21 793.08 797.64 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: CPU Cache OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: CPU Cache d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 200K 400K 600K 800K 1000K 776708.72 334039.11 361173.71 1095211.77 1135334.90 1096840.32 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: MMAP OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: MMAP d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 800 1600 2400 3200 4000 1131.55 3664.34 3749.47 2289.80 2299.28 2287.69 1. (CXX) g++ options: -O2 -std=gnu99 -lc
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: efficientnet-b0 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 11 22 33 44 55 14.76 47.67 48.76 19.79 19.92 19.96 MIN: 14.47 / MAX: 29.12 MIN: 47.05 / MAX: 112.46 MIN: 47.17 / MAX: 210.73 MIN: 18.88 / MAX: 151.97 MIN: 19.72 / MAX: 21.08 MIN: 19.55 / MAX: 33.09 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU-v3-v3 - Model: mobilenet-v3 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 9 18 27 36 45 11.64 35.96 37.56 14.87 15.18 15.87 MIN: 11.48 / MAX: 15.48 MIN: 34.15 / MAX: 266.64 MIN: 33.74 / MAX: 351.29 MIN: 14.55 / MAX: 15.42 MIN: 14.82 / MAX: 21.88 MIN: 15.57 / MAX: 16.37 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Stress-NG Test: NUMA OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: NUMA d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 10 20 30 40 50 18.35 14.38 14.46 42.33 41.49 42.10 1. (CXX) g++ options: -O2 -std=gnu99 -lc
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: mnasnet d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 7 14 21 28 35 10.70 29.92 29.55 13.74 13.69 14.24 MIN: 10.22 / MAX: 14.66 MIN: 27.82 / MAX: 234.43 MIN: 28.64 / MAX: 97.1 MIN: 13.14 / MAX: 22.9 MIN: 13.25 / MAX: 14.74 MIN: 13.93 / MAX: 14.54 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU-v2-v2 - Model: mobilenet-v2 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 7 14 21 28 35 11.29 31.24 30.89 13.94 14.02 15.02 MIN: 10.83 / MAX: 11.91 MIN: 30.27 / MAX: 71.7 MIN: 29.59 / MAX: 58.99 MIN: 13.14 / MAX: 22.71 MIN: 13.46 / MAX: 22.99 MIN: 14.05 / MAX: 103.51 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: FastestDet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: FastestDet d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 10 20 30 40 50 16.00 44.27 42.30 16.44 22.29 21.50 MIN: 15.86 / MAX: 20.49 MIN: 40.55 / MAX: 822.5 MIN: 41.82 / MAX: 83.33 MIN: 16.09 / MAX: 32.24 MIN: 21.86 / MAX: 23.6 MIN: 20.83 / MAX: 30.28 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 4 8 12 16 20 14.7454 5.4661 5.4481 8.9324 8.9380 8.9437
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 67.77 182.64 183.24 111.85 111.78 111.70
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 4 8 12 16 20 14.6632 5.4478 5.4268 8.8864 8.8725 8.8896
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 68.16 183.37 184.09 112.47 112.65 112.43
Intel Open Image Denoise Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Only OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 2.0 Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Only d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 0.7943 1.5886 2.3829 3.1772 3.9715 1.36 3.40 3.53 2.21 2.20 2.19
Intel Open Image Denoise Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 2.0 Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 0.7785 1.557 2.3355 3.114 3.8925 1.37 3.28 3.46 2.21 2.20 2.21
NCNN Target: CPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: squeezenet_ssd d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 13 26 39 52 65 24.22 58.66 58.41 25.51 28.47 34.99 MIN: 23.8 / MAX: 28.97 MIN: 55.23 / MAX: 333.73 MIN: 57.55 / MAX: 98.8 MIN: 23.43 / MAX: 95.27 MIN: 28.05 / MAX: 34.83 MIN: 28.93 / MAX: 1349.8 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OSPRay Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 7 14 21 28 35 11.90 28.35 28.25 20.34 20.39 20.33
Intel Open Image Denoise Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 2.0 Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 0.3465 0.693 1.0395 1.386 1.7325 0.65 1.50 1.54 1.04 1.03 1.04
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 16 32 48 64 80 71.35 30.22 30.37 44.30 44.75 44.36
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 8 16 24 32 40 14.01 33.08 32.92 22.57 22.34 22.54
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 16 32 48 64 80 71.84 31.45 30.72 44.74 44.63 44.66
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 8 16 24 32 40 13.92 31.79 32.54 22.35 22.40 22.39
Dragonflydb Clients Per Thread: 20 - Set To Get Ratio: 1:100 OpenBenchmarking.org Ops/sec, More Is Better Dragonflydb 1.6.2 Clients Per Thread: 20 - Set To Get Ratio: 1:100 d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 7M 14M 21M 28M 35M 14250093.71 31139658.49 29330317.34 29280070.97 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Dragonflydb Clients Per Thread: 10 - Set To Get Ratio: 1:100 OpenBenchmarking.org Ops/sec, More Is Better Dragonflydb 1.6.2 Clients Per Thread: 10 - Set To Get Ratio: 1:100 d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 6M 12M 18M 24M 30M 11860591.65 25802999.03 22585212.56 24588214.81 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: resnet18 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 7 14 21 28 35 13.65 29.26 29.56 15.16 17.49 16.22 MIN: 13.29 / MAX: 15.11 MIN: 26.62 / MAX: 124.57 MIN: 27.99 / MAX: 114.19 MIN: 14.45 / MAX: 22.73 MIN: 16.57 / MAX: 24.11 MIN: 15.17 / MAX: 57.27 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: alexnet d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 4 8 12 16 20 8.13 15.10 17.39 9.39 10.70 10.59 MIN: 7.95 / MAX: 8.44 MIN: 14.22 / MAX: 74.43 MIN: 14.86 / MAX: 374.11 MIN: 9 / MAX: 9.79 MIN: 10.12 / MAX: 12.2 MIN: 9.51 / MAX: 107.87 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 2 4 6 8 10 4.9317 7.3831 7.4589 3.5591 3.5922 3.5347
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 60 120 180 240 300 202.50 135.40 134.02 280.78 278.18 282.72
Dragonflydb Clients Per Thread: 10 - Set To Get Ratio: 1:10 OpenBenchmarking.org Ops/sec, More Is Better Dragonflydb 1.6.2 Clients Per Thread: 10 - Set To Get Ratio: 1:10 d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 5M 10M 15M 20M 25M 11686474.26 22176931.98 24460221.48 23645213.13 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Neural Magic DeepSparse Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 9 18 27 36 45 40.73 20.60 19.74 26.51 26.48 26.48
Neural Magic DeepSparse Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 11 22 33 44 55 24.54 48.50 50.60 37.70 37.74 37.74
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: vgg16 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 13 26 39 52 65 28.69 56.34 58.85 36.65 36.90 42.08 MIN: 28.07 / MAX: 37.47 MIN: 50.98 / MAX: 172.01 MIN: 55.68 / MAX: 98.78 MIN: 33.43 / MAX: 47.15 MIN: 34.81 / MAX: 49.99 MIN: 36.25 / MAX: 590.93 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: resnet50 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 12 24 36 48 60 26.53 53.62 54.47 29.62 30.60 41.02 MIN: 26.13 / MAX: 30.95 MIN: 51.72 / MAX: 288.16 MIN: 51.64 / MAX: 145.97 MIN: 27.91 / MAX: 147.23 MIN: 30.17 / MAX: 37.09 MIN: 30.92 / MAX: 2215.16 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Dragonflydb Clients Per Thread: 20 - Set To Get Ratio: 1:10 OpenBenchmarking.org Ops/sec, More Is Better Dragonflydb 1.6.2 Clients Per Thread: 20 - Set To Get Ratio: 1:10 d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 7M 14M 21M 28M 35M 15179164.86 31053489.24 28043162.30 29580028.06 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: mobilenet d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 10 20 30 40 50 23.55 41.21 44.14 21.80 27.41 27.95 MIN: 23.18 / MAX: 27.8 MIN: 40.54 / MAX: 69.23 MIN: 42.79 / MAX: 118.07 MIN: 21.41 / MAX: 29.57 MIN: 26.74 / MAX: 33.85 MIN: 27.34 / MAX: 34.73 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vision_transformer OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: vision_transformer d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 20 40 60 80 100 55.05 108.73 93.15 53.79 66.65 61.24 MIN: 54.24 / MAX: 72.37 MIN: 94.5 / MAX: 1869.82 MIN: 88.26 / MAX: 206.51 MIN: 52.29 / MAX: 122.53 MIN: 59.07 / MAX: 626.24 MIN: 59.18 / MAX: 264.24 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Stress-NG Test: Socket Activity OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Socket Activity d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 20K 40K 60K 80K 100K 9504.38 110254.19 113347.77 38147.97 37674.67 38727.86 1. (CXX) g++ options: -O2 -std=gnu99 -lc
BRL-CAD VGR Performance Metric OpenBenchmarking.org VGR Performance Metric, More Is Better BRL-CAD 7.36 VGR Performance Metric d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 1.4M 2.8M 4.2M 5.6M 7M 544648 6398404 6270577 1012537 994371 999893 1. (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
Stress-NG Test: MEMFD OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: MEMFD d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 200 400 600 800 1000 912.62 97.94 115.83 1004.79 1014.24 1009.47 1. (CXX) g++ options: -O2 -std=gnu99 -lc
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: googlenet d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 13 26 39 52 65 29.03 57.72 55.36 31.03 33.40 33.68 MIN: 27.97 / MAX: 36.49 MIN: 52.79 / MAX: 429.12 MIN: 54.42 / MAX: 115.96 MIN: 30.4 / MAX: 40.18 MIN: 32.92 / MAX: 35.55 MIN: 32.93 / MAX: 40.38 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Neural Magic DeepSparse Model: ResNet-50, Sparse INT8 - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: ResNet-50, Sparse INT8 - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 0.3711 0.7422 1.1133 1.4844 1.8555 1.1189 1.6492 1.6419 0.8711 0.8677 0.8704
Neural Magic DeepSparse Model: ResNet-50, Sparse INT8 - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: ResNet-50, Sparse INT8 - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 200 400 600 800 1000 890.94 605.47 608.16 1144.31 1149.13 1145.23
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 4 8 12 16 20 11.0868 13.8473 12.8286 7.5379 7.7484 8.1347
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 30 60 90 120 150 90.08 72.18 77.92 132.50 128.91 122.79
SPECFEM3D Model: Layered Halfspace OpenBenchmarking.org Seconds, Fewer Is Better SPECFEM3D 4.0 Model: Layered Halfspace d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 9 18 27 36 45 38.49 21.67 21.54 21.69 1. (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: Mount St. Helens OpenBenchmarking.org Seconds, Fewer Is Better SPECFEM3D 4.0 Model: Mount St. Helens d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 4 8 12 16 20 14.505645253 8.455473534 8.320091856 8.486910520 1. (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: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 3 6 9 12 15 5.9947 8.5843 9.6974 5.6462 5.6693 5.6773
Neural Magic DeepSparse Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 60 120 180 240 300 150.28 256.16 239.19 156.06 156.28 156.19
SPECFEM3D Model: Water-layered Halfspace OpenBenchmarking.org Seconds, Fewer Is Better SPECFEM3D 4.0 Model: Water-layered Halfspace d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 8 16 24 32 40 34.82 21.39 20.86 21.15 1. (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 Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 2 4 6 8 10 7.1456 8.7387 8.6016 5.3972 5.3028 5.2862
Neural Magic DeepSparse Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 139.79 114.38 116.19 185.02 188.32 188.92
Stress-NG Test: Futex OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Futex d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 1000K 2000K 3000K 4000K 5000K 4022496.07 2951631.96 2880825.11 4717570.36 4644551.29 4752131.37 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: BERT-Large, NLP Question Answering - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 13 26 39 52 65 58.83 42.04 35.85 37.14 37.30 37.57
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: BERT-Large, NLP Question Answering - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 7 14 21 28 35 17.00 23.78 27.88 26.92 26.81 26.61
SPECFEM3D Model: Homogeneous Halfspace OpenBenchmarking.org Seconds, Fewer Is Better SPECFEM3D 4.0 Model: Homogeneous Halfspace d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 5 10 15 20 25 18.85 11.62 11.64 11.53 1. (F9X) gfortran options: -O2 -fopenmp -std=f2003 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi
SVT-AV1 Encoder Mode: Preset 13 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 13 - Input: Bosphorus 4K g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 203.01 197.03 127.14 155.11 152.58 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SPECFEM3D Model: Tomographic Model OpenBenchmarking.org Seconds, Fewer Is Better SPECFEM3D 4.0 Model: Tomographic Model d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 4 8 12 16 20 14.877710346 9.487145781 9.419086635 9.374563082 1. (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.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 5 10 15 20 25 20.71 15.02 14.56 13.31 13.30 13.38
Neural Magic DeepSparse Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 20 40 60 80 100 48.25 66.52 68.61 75.10 75.15 74.68
Remhos Test: Sample Remap Example OpenBenchmarking.org Seconds, Fewer Is Better Remhos 1.0 Test: Sample Remap Example d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 5 10 15 20 25 20.90 13.51 13.96 13.83 1. (CXX) g++ options: -O3 -std=c++11 -lmfem -lHYPRE -lmetis -lrt -lmpi_cxx -lmpi
Timed Linux Kernel Compilation Build: defconfig OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 6.1 Build: defconfig d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 8 16 24 32 40 35.28 23.06 23.05 24.74 24.67 24.78
Neural Magic DeepSparse Model: ResNet-50, Baseline - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: ResNet-50, Baseline - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 2 4 6 8 10 7.1102 7.2026 7.1792 4.8090 4.7159 4.7957
Neural Magic DeepSparse Model: ResNet-50, Baseline - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: ResNet-50, Baseline - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 50 100 150 200 250 140.46 138.76 139.21 207.72 211.81 208.31
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 2 4 6 8 10 7.1228 7.2111 7.1163 4.8028 4.7942 4.8205
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 50 100 150 200 250 140.20 138.59 140.44 207.99 208.34 207.23
Liquid-DSP Threads: 64 - Buffer Length: 256 - Filter Length: 512 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 64 - Buffer Length: 256 - Filter Length: 512 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 160M 320M 480M 640M 800M 504660000 659140000 652820000 754210000 755970000 753120000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Laghos Test: Sedov Blast Wave, ube_922_hex.mesh OpenBenchmarking.org Major Kernels Total Rate, More Is Better Laghos 3.1 Test: Sedov Blast Wave, ube_922_hex.mesh d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 80 160 240 320 400 263.85 389.86 388.87 387.15 1. (CXX) g++ options: -O3 -std=c++11 -lmfem -lHYPRE -lmetis -lrt -lmpi_cxx -lmpi
Stress-NG Test: Matrix 3D Math OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Matrix 3D Math d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 3K 6K 9K 12K 15K 10869.49 14658.75 15802.86 14005.29 14022.50 14009.23 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Apache Cassandra Test: Writes OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.1.3 Test: Writes d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 60K 120K 180K 240K 300K 230402 185134 190955 255016 258638 268984
SVT-AV1 Encoder Mode: Preset 13 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 13 - Input: Bosphorus 1080p g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 130 260 390 520 650 599.57 600.76 416.17 560.79 517.44 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
nekRS Input: Kershaw OpenBenchmarking.org flops/rank, More Is Better nekRS 23.0 Input: Kershaw d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 2000M 4000M 6000M 8000M 10000M 11520900000 8095630000 8147120000 8130950000 1. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -rdynamic -lmpi_cxx -lmpi
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: yolov4-tiny d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 11 22 33 44 55 35.75 48.08 48.82 34.63 40.19 43.59 MIN: 34.32 / MAX: 45.5 MIN: 42.94 / MAX: 393.57 MIN: 45.36 / MAX: 93.88 MIN: 32.71 / MAX: 43.98 MIN: 39.2 / MAX: 49.85 MIN: 35.28 / MAX: 640.68 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 5 10 15 20 25 19.64 14.42 13.97 15.02 15.09 15.08
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 16 32 48 64 80 50.91 69.33 71.57 66.54 66.25 66.27
nekRS Input: TurboPipe Periodic OpenBenchmarking.org flops/rank, More Is Better nekRS 23.0 Input: TurboPipe Periodic d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 1600M 3200M 4800M 6400M 8000M 7470490000 5441100000 5426030000 5437240000 1. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -rdynamic -lmpi_cxx -lmpi
Stress-NG Test: System V Message Passing OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: System V Message Passing d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 2M 4M 6M 8M 10M 6851573.20 7729966.17 7761412.61 9268236.40 9258853.69 9251814.09 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 3 6 9 12 15 10.0813 8.0302 7.6734 8.0098 8.0136 7.9992
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 30 60 90 120 150 99.12 124.41 130.19 124.72 124.67 124.90
Neural Magic DeepSparse Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 120 240 360 480 600 436.97 573.36 567.86 448.73 451.05 448.89
Liquid-DSP Threads: 2 - Buffer Length: 256 - Filter Length: 32 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 2 - Buffer Length: 256 - Filter Length: 32 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 16M 32M 48M 64M 80M 68834000 55708000 55923000 72597000 72480000 72532000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OSPRay Benchmark: particle_volume/pathtracer/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.12 Benchmark: particle_volume/pathtracer/real_time d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 50 100 150 200 250 176.61 161.17 160.87 204.93 209.61 208.86
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 4 - Input: Bosphorus 1080p d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 4 8 12 16 20 14.97 13.58 12.91 16.20 16.30 16.68 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Liquid-DSP Threads: 2 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 2 - Buffer Length: 256 - Filter Length: 57 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 20M 40M 60M 80M 100M 105630000 88109000 88042000 111320000 111330000 86248000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Stress-NG Test: Mixed Scheduler OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Mixed Scheduler d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 8K 16K 24K 32K 40K 35640.36 29932.20 29481.45 37887.14 37702.22 37534.00 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Stress-NG Test: Pthread OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Pthread d g h 2 x AMD EPYC 9334 32-Core 9334 2p 15K 30K 45K 60K 75K 70043.78 54906.43 55328.71 70405.47 70476.97 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Liquid-DSP Threads: 4 - Buffer Length: 256 - Filter Length: 512 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 4 - Buffer Length: 256 - Filter Length: 512 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 11M 22M 33M 44M 55M 49884000 41641000 41052000 52315000 52469000 51821000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 1 - Buffer Length: 256 - Filter Length: 32 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 1 - Buffer Length: 256 - Filter Length: 32 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 8M 16M 24M 32M 40M 35195000 29219000 29200000 37170000 37126000 37183000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 8 - Buffer Length: 256 - Filter Length: 32 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 8 - Buffer Length: 256 - Filter Length: 32 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 60M 120M 180M 240M 300M 271730000 228520000 228090000 288730000 288430000 290320000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 32 - Buffer Length: 256 - Filter Length: 32 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 32 - Buffer Length: 256 - Filter Length: 32 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 200M 400M 600M 800M 1000M 1073800000 914570000 911870000 1158100000 1158700000 1159500000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 8 - Buffer Length: 256 - Filter Length: 512 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 8 - Buffer Length: 256 - Filter Length: 512 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 20M 40M 60M 80M 100M 96449000 83090000 82749000 104310000 105170000 102270000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 16 - Buffer Length: 256 - Filter Length: 32 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 16 - Buffer Length: 256 - Filter Length: 32 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 120M 240M 360M 480M 600M 549390000 457820000 457420000 575510000 579510000 580920000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 16 - Buffer Length: 256 - Filter Length: 512 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 16 - Buffer Length: 256 - Filter Length: 512 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40M 80M 120M 160M 200M 195510000 165180000 165390000 208630000 207810000 209370000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 4 - Buffer Length: 256 - Filter Length: 32 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 4 - Buffer Length: 256 - Filter Length: 32 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 30M 60M 90M 120M 150M 136500000 114550000 114390000 144210000 144800000 143830000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 1 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 1 - Buffer Length: 256 - Filter Length: 57 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 12M 24M 36M 48M 60M 52765000 44187000 44183000 54155000 55624000 55882000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 1 - Buffer Length: 256 - Filter Length: 512 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 1 - Buffer Length: 256 - Filter Length: 512 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 3M 6M 9M 12M 15M 12652000 10576000 10567000 13207000 13357000 13320000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 64 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 64 - Buffer Length: 256 - Filter Length: 57 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 500M 1000M 1500M 2000M 2500M 1778600000 2076600000 2072000000 2247200000 2231600000 2194300000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 2 - Buffer Length: 256 - Filter Length: 512 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 2 - Buffer Length: 256 - Filter Length: 512 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 6M 12M 18M 24M 30M 24900000 20660000 20837000 25706000 25885000 26081000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 32 - Buffer Length: 256 - Filter Length: 512 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 32 - Buffer Length: 256 - Filter Length: 512 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 90M 180M 270M 360M 450M 387460000 331240000 329210000 413970000 414060000 415200000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Stress-NG Test: Mutex OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Mutex d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 100K 200K 300K 400K 500K 438280.16 364035.57 363892.10 457807.79 456942.16 457061.39 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Liquid-DSP Threads: 64 - Buffer Length: 256 - Filter Length: 32 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 64 - Buffer Length: 256 - Filter Length: 32 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 500M 1000M 1500M 2000M 2500M 2045600000 1827600000 1822100000 2284700000 2291300000 2291700000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 4 - Input: Bosphorus 1080p g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 3 6 9 12 15 9.831 9.901 12.060 12.358 12.250 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Stress-NG Test: Atomic OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Atomic d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 60 120 180 240 300 236.99 204.44 203.49 253.60 254.16 254.23 1. (CXX) g++ options: -O2 -std=gnu99 -lc
Liquid-DSP Threads: 8 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 8 - Buffer Length: 256 - Filter Length: 57 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 70M 140M 210M 280M 350M 331200000 279840000 277250000 346260000 336320000 329180000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 200 400 600 800 1000 794.04 969.24 952.87 776.91 779.18 779.83
Liquid-DSP Threads: 16 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 16 - Buffer Length: 256 - Filter Length: 57 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 140M 280M 420M 560M 700M 650410000 542300000 546690000 658580000 674330000 656510000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 200 400 600 800 1000 795.85 969.88 954.94 780.60 781.54 782.00
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 12 - Input: Bosphorus 4K d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 199.52 189.16 194.86 163.44 160.63 161.05 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Liquid-DSP Threads: 4 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 4 - Buffer Length: 256 - Filter Length: 57 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40M 80M 120M 160M 200M 174280000 151010000 155360000 185390000 185360000 186670000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 32 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 1.6 Threads: 32 - Buffer Length: 256 - Filter Length: 57 d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 300M 600M 900M 1200M 1500M 1234500000 1057300000 1065000000 1293000000 1275000000 1302400000 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 4 - Input: Bosphorus 4K d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 1.2713 2.5426 3.8139 5.0852 6.3565 5.053 4.615 4.593 5.599 5.643 5.650 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 13 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 13 - Input: Bosphorus 4K d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 195.83 191.67 177.36 162.86 163.43 160.08 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 4 - Input: Bosphorus 4K g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 1.1318 2.2636 3.3954 4.5272 5.659 4.124 4.204 4.914 5.012 5.030 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 140.58 167.42 166.76 137.91 137.48 137.97
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 139.61 165.51 164.66 136.60 136.46 136.81
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 50 100 150 200 250 186.65 224.65 223.85 188.74 189.52 189.33
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 30 60 90 120 150 94.62 113.02 113.20 95.74 95.54 95.60
Neural Magic DeepSparse Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 12 24 36 48 60 44.91 53.12 52.58 44.49 44.41 44.68
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 11 22 33 44 55 42.83 48.88 48.51 41.31 41.02 41.10
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 160 320 480 640 800 641.61 756.62 751.72 635.64 635.65 635.20
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 12 - Input: Bosphorus 4K g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 179.41 187.68 158.71 159.26 161.67 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 6 12 18 24 30 21.09 24.79 24.68 21.00 21.03 21.00
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 12 - Input: Bosphorus 1080p d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 110 220 330 440 550 419.85 490.15 485.59 442.55 442.44 416.15 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 16 32 48 64 80 61.81 71.82 71.54 61.46 61.22 61.49
Neural Magic DeepSparse Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.5 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 16 32 48 64 80 62.10 71.76 71.58 61.49 61.25 61.45
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 12 - Input: Bosphorus 1080p g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 110 220 330 440 550 511.80 507.02 462.33 458.52 443.32 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 13 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 13 - Input: Bosphorus 1080p d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 130 260 390 520 650 545.20 600.23 581.07 562.31 520.17 593.63 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 8 - Input: Bosphorus 1080p g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 30 60 90 120 150 125.22 124.70 142.19 140.17 137.61 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 8 - Input: Bosphorus 1080p d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 30 60 90 120 150 136.07 134.88 134.38 149.11 150.35 148.85 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
VVenC Video Input: Bosphorus 4K - Video Preset: Fast OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.9 Video Input: Bosphorus 4K - Video Preset: Fast d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 2 4 6 8 10 6.768 7.397 7.447 7.358 1. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto
VVenC Video Input: Bosphorus 1080p - Video Preset: Fast OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.9 Video Input: Bosphorus 1080p - Video Preset: Fast d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 5 10 15 20 25 19.17 20.73 20.88 21.01 1. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto
Stress-NG Test: Cloning OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.16.04 Test: Cloning d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 300 600 900 1200 1500 1170.31 1139.87 1209.53 1245.21 1190.00 1188.64 1. (CXX) g++ options: -O2 -std=gnu99 -lc
VVenC Video Input: Bosphorus 4K - Video Preset: Faster OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.9 Video Input: Bosphorus 4K - Video Preset: Faster d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 4 8 12 16 20 12.68 13.73 13.68 13.80 1. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto
VVenC Video Input: Bosphorus 1080p - Video Preset: Faster OpenBenchmarking.org Frames Per Second, More Is Better VVenC 1.9 Video Input: Bosphorus 1080p - Video Preset: Faster d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 8 16 24 32 40 33.57 36.03 35.58 34.76 1. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.7 Encoder Mode: Preset 8 - Input: Bosphorus 4K g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 20 40 60 80 100 92.64 94.83 89.91 96.11 94.73 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.6 Encoder Mode: Preset 8 - Input: Bosphorus 4K d g h 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 20 40 60 80 100 72.35 75.15 73.25 77.22 76.50 77.19 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Kripke OpenBenchmarking.org Throughput FoM, More Is Better Kripke 1.2.6 d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 80M 160M 240M 320M 400M 372072000 391567400 393276500 375715500 1. (CXX) g++ options: -O3 -fopenmp -ldl
Laghos Test: Triple Point Problem OpenBenchmarking.org Major Kernels Total Rate, More Is Better Laghos 3.1 Test: Triple Point Problem d 2 x AMD EPYC 9334 32-Core 9334 2p 93334 rep 40 80 120 160 200 195.40 198.94 199.20 197.19 1. (CXX) g++ options: -O3 -std=c++11 -lmfem -lHYPRE -lmetis -lrt -lmpi_cxx -lmpi
Dragonflydb Clients Per Thread: 50 - Set To Get Ratio: 1:100 OpenBenchmarking.org Ops/sec, More Is Better Dragonflydb 1.6.2 Clients Per Thread: 50 - Set To Get Ratio: 1:100 d 4M 8M 12M 16M 20M 17583489.38 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Dragonflydb Clients Per Thread: 50 - Set To Get Ratio: 1:10 OpenBenchmarking.org Ops/sec, More Is Better Dragonflydb 1.6.2 Clients Per Thread: 50 - Set To Get Ratio: 1:10 d 3M 6M 9M 12M 15M 15253621.53 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Phoronix Test Suite v10.8.4