Sapphire Rapids AVX-512 Benchmarks

Ice Lake, Sapphire Rapids, Genoa AVX-512 benchmarks by Michael Larabel 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 2301176-NE-SAPPHIRER14
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Identifier
Performance Per
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Date
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  Test
  Duration
Xeon 8380: AVX-512 Off
January 13 2023
  9 Hours, 51 Minutes
Xeon 8380: AVX-512 On
January 13 2023
  10 Hours, 13 Minutes
Xeon 8490H: AVX-512 Off
January 12 2023
  7 Hours, 13 Minutes
Xeon 8490H: AVX-512 On
January 11 2023
  7 Hours, 3 Minutes
EPYC 9654: AVX-512 Off
January 15 2023
  7 Hours, 12 Minutes
EPYC 9654: AVX-512 On
January 16 2023
  8 Hours, 47 Minutes
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  8 Hours, 23 Minutes

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ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionXeon 8380Xeon 8490HEPYC 9654 AVX-512 Off AVX-512 On AVX-512 Off AVX-512 On AVX-512 Off AVX-512 On2 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads)Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS)Intel Ice Lake IEH512GB2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007ASPEEDVGA HDMI2 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFPUbuntu 22.105.19.0-29-generic (x86_64)GNOME Shell 43.1X Server 1.21.1.41.3.224GCC 12.2.0ext41920x10802 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads)Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS)Intel Device 1bce1008GB4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-T2 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads)AMD Titanite_4G (RTI1002E BIOS)AMD Device 14a41520GBBroadcom NetXtreme BCM5720 PCIeOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseEnvironment Details- Xeon 8380: AVX-512 Off: CXXFLAGS="-O3 -march=native -mno-avx512f -mno-amx-tile" CFLAGS="-O3 -march=native -mno-avx512f -mno-amx-tile"- Xeon 8380: AVX-512 On: CXXFLAGS="-O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mprefer-vector-width=512 -mno-amx-tile" CFLAGS="-O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mprefer-vector-width=512 -mno-amx-tile" - Xeon 8490H: AVX-512 Off: CXXFLAGS="-O3 -march=native -mno-avx512f -mno-amx-tile" CFLAGS="-O3 -march=native -mno-avx512f -mno-amx-tile"- Xeon 8490H: AVX-512 On: CXXFLAGS="-O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mprefer-vector-width=512 -mno-amx-tile" CFLAGS="-O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mprefer-vector-width=512 -mno-amx-tile" - EPYC 9654: AVX-512 Off: CXXFLAGS="-O3 -march=native -mno-avx512f -mno-amx-tile" CFLAGS="-O3 -march=native -mno-avx512f -mno-amx-tile"- EPYC 9654: AVX-512 On: CXXFLAGS="-O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mprefer-vector-width=512 -mno-amx-tile" CFLAGS="-O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mprefer-vector-width=512 -mno-amx-tile" Compiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Xeon 8380: AVX-512 Off: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0xd000375- Xeon 8380: AVX-512 On: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0xd000375- Xeon 8490H: AVX-512 Off: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x2b0000c0- Xeon 8490H: AVX-512 On: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x2b0000c0- EPYC 9654: AVX-512 Off: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa10110d- EPYC 9654: AVX-512 On: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa10110dPython Details- Python 3.10.7Security Details- Xeon 8380: AVX-512 Off: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + 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 Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - Xeon 8380: AVX-512 On: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + 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 Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - Xeon 8490H: AVX-512 Off: 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 Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - Xeon 8490H: AVX-512 On: 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 Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - EPYC 9654: AVX-512 Off: 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 - EPYC 9654: AVX-512 On: 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

deepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: CV Detection,YOLOv5s COCO - Synchronous Single-Streamdeepsparse: CV Detection,YOLOv5s COCO - Synchronous Single-Streamdeepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamlczero: BLASlczero: Eigenembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Crownopenvkl: vklBenchmark ISPCoidn: RT.hdr_alb_nrm.3840x2160oidn: RTLightmap.hdr.4096x4096ospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timeospray-studio: 1 - 4K - 1 - Path Tracerospray-studio: 1 - 4K - 16 - Path Tracerospray-studio: 1 - 4K - 32 - Path Tracerospray-studio: 3 - 4K - 1 - Path Tracerospray-studio: 3 - 4K - 16 - Path Tracerospray-studio: 3 - 4K - 32 - Path Traceronednn: Deconvolution Batch shapes_3d - f32 - CPUmnn: mobilenetV3mnn: squeezenetv1.1mnn: resnet-v2-50mnn: SqueezeNetV1.0cpuminer-opt: scryptcpuminer-opt: Triple SHA-256, Onecoincpuminer-opt: Quad SHA-256, Pyritecpuminer-opt: x25xcpuminer-opt: Deepcoincpuminer-opt: Skeincoincpuminer-opt: LBC, LBRY Creditsopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUminibude: OpenMP - BM1minibude: OpenMP - BM1minibude: OpenMP - BM2minibude: OpenMP - BM2openfoam: drivaerFastback, Medium Mesh Size - Mesh Timeopenfoam: drivaerFastback, Medium Mesh Size - Execution Timeopenfoam: drivaerFastback, Large Mesh Size - Mesh Timeopenfoam: drivaerFastback, Large Mesh Size - Execution Timesmhasher: FarmHash32 x86_64 AVXsmhasher: FarmHash32 x86_64 AVXXeon 8380Xeon 8490HEPYC 9654 AVX-512 Off AVX-512 On AVX-512 Off AVX-512 On AVX-512 Off AVX-512 On183.8325217.0993379.5792105.2624113.32618.8158541.861773.746316.827559.417543.1140916.936045.854721.7973158.5261251.567869.726414.3286247.2732161.334216.799659.515943.1601913.41964780470996.344170.50797922.071.0314.345513.779219.957814912394348165177028490627801.992861.7642.67818.1334.1951122.746470333551731840.415793039935015708350413.981.581750.3011.411014.2719.681796.15971.8461993.06779.723162.72306358.63124887.207627106.761130330.5331.584227.4544175.6914455.031287.8658228.12194.3750835.784647.821620.193349.514548.4134819.532579.140512.6264221.7294180.170483.419711.9769318.7928125.163920.231349.420848.2393821.958855245750106.179874.80339172.941.4221.224221.064025.517913082087241834156324927498470.8751961.7092.2977.9093.9992307.4213285479240402650.366469061327341913367701.601.164442.954.491119.4517.832339.32393.5732588.758103.550160.6645361.366881051.35257117.005933979.9931.084264.7704226.2678584.1487102.6136187.64775.3242832.854271.934621.286246.973566.7540887.589346.861421.3212232.2085257.562284.837811.7823405.7230147.457821.178947.209466.7281889.38997542824390.395962.037710342.951.4823.174822.832832.48379801560131373117018608373002.012412.2883.55117.7165.2221623.8810926376873202166.909110767773326391773906.761.573878.7930.911732.7417.292480.60799.2252602.652104.106169.84164194.789751039.31534319.124537809.7123.268424.2714141.1445875.641668.4347281.23613.55091492.884440.140727.067036.938292.0211648.199583.700811.9378355.6686168.2285100.53979.9734592.4522101.042526.843237.247392.0328647.75451067111134122.526092.651211964.191.9936.364335.954442.96628591358927204102916332327490.7368222.0552.7378.4964.4153665.55207420014726204071.591055131072453672677103184.011.046206.7219.313738.928.013586.273143.4513643.840145.754159.67329195.47713847.910294305.124242508.3523.273510.8775187.35151006.082495.1665206.31714.84441410.422267.901630.855332.4024120.5142787.327071.508813.9740491.3426194.7179109.25819.1835660.5371144.885830.456332.8263120.5189787.723594258161177.6774153.181511763.461.7226.395325.309640.6658705112162247583613341265411.736673.8897.56624.0819.2782947.94333885013343635712.581652401413063492780114083.241.146218.257.713791.8012.645192.425207.6976371.320254.853146.75453110.94948867.3792803.544436458.3126.413613.9355155.91181205.181379.4967191.33255.22401966.405248.700334.232229.202984.86761128.8450100.28559.9667704.5818135.9937126.01147.9604809.0751118.352534.500828.977184.39961132.613391719085213.9512181.888913413.481.6643.708143.235854.155358192601850069511058221200.9862143.8667.20414.7278.7624816.31332628722525007691.7816029019907901068993118103.940.9611029.454.347420.496.467274.050290.9628562.694342.508145.89944112.38169996.777412849.61139795.3626.551OpenBenchmarking.org

Neural Magic DeepSparse

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On130260390520650SE +/- 0.52, N = 3SE +/- 0.49, N = 3SE +/- 0.93, N = 3SE +/- 0.95, N = 3SE +/- 0.22, N = 3SE +/- 0.55, N = 3183.83227.45264.77424.27510.88613.94
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On110220330440550Min: 183.04 / Avg: 183.83 / Max: 184.81Min: 226.64 / Avg: 227.45 / Max: 228.32Min: 263.04 / Avg: 264.77 / Max: 266.21Min: 422.52 / Avg: 424.27 / Max: 425.77Min: 510.43 / Avg: 510.88 / Max: 511.15Min: 612.98 / Avg: 613.94 / Max: 614.87

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On50100150200250SE +/- 0.69, N = 3SE +/- 0.35, N = 3SE +/- 0.84, N = 3SE +/- 0.32, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3217.10175.69226.27141.14187.35155.91
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On4080120160200Min: 215.84 / Avg: 217.1 / Max: 218.23Min: 175.06 / Avg: 175.69 / Max: 176.27Min: 225.13 / Avg: 226.27 / Max: 227.9Min: 140.74 / Avg: 141.14 / Max: 141.77Min: 187.23 / Avg: 187.35 / Max: 187.56Min: 155.76 / Avg: 155.91 / Max: 156.08

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On30060090012001500SE +/- 0.62, N = 3SE +/- 0.94, N = 3SE +/- 0.51, N = 3SE +/- 2.15, N = 3SE +/- 0.56, N = 3SE +/- 3.78, N = 3379.58455.03584.15875.641006.081205.18
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On2004006008001000Min: 378.95 / Avg: 379.58 / Max: 380.81Min: 453.31 / Avg: 455.03 / Max: 456.55Min: 583.21 / Avg: 584.15 / Max: 584.96Min: 871.69 / Avg: 875.64 / Max: 879.1Min: 1004.96 / Avg: 1006.08 / Max: 1006.68Min: 1200.58 / Avg: 1205.18 / Max: 1212.68

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On20406080100SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.06, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.26, N = 3105.2687.87102.6168.4395.1779.50
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On20406080100Min: 104.94 / Avg: 105.26 / Max: 105.5Min: 87.58 / Avg: 87.87 / Max: 88.21Min: 102.51 / Avg: 102.61 / Max: 102.71Min: 68.14 / Avg: 68.43 / Max: 68.75Min: 95.09 / Avg: 95.17 / Max: 95.24Min: 78.98 / Avg: 79.5 / Max: 79.84

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On60120180240300SE +/- 0.44, N = 3SE +/- 0.16, N = 3SE +/- 0.21, N = 3SE +/- 0.71, N = 3SE +/- 0.04, N = 3SE +/- 0.36, N = 3113.33228.12187.65281.24206.32191.33
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On50100150200250Min: 112.48 / Avg: 113.33 / Max: 113.96Min: 227.91 / Avg: 228.12 / Max: 228.42Min: 187.33 / Avg: 187.65 / Max: 188.05Min: 279.83 / Avg: 281.24 / Max: 282.12Min: 206.24 / Avg: 206.32 / Max: 206.38Min: 190.96 / Avg: 191.33 / Max: 192.06

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On246810SE +/- 0.0346, N = 3SE +/- 0.0029, N = 3SE +/- 0.0060, N = 3SE +/- 0.0091, N = 3SE +/- 0.0009, N = 3SE +/- 0.0099, N = 38.81584.37505.32423.55094.84445.2240
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On3691215Min: 8.77 / Avg: 8.82 / Max: 8.88Min: 4.37 / Avg: 4.38 / Max: 4.38Min: 5.31 / Avg: 5.32 / Max: 5.33Min: 3.54 / Avg: 3.55 / Max: 3.57Min: 4.84 / Avg: 4.84 / Max: 4.85Min: 5.2 / Avg: 5.22 / Max: 5.23

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On400800120016002000SE +/- 1.47, N = 3SE +/- 0.98, N = 3SE +/- 0.84, N = 3SE +/- 1.88, N = 3SE +/- 0.94, N = 3SE +/- 1.71, N = 3541.86835.78832.851492.881410.421966.41
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On30060090012001500Min: 539.25 / Avg: 541.86 / Max: 544.36Min: 833.96 / Avg: 835.78 / Max: 837.31Min: 831.73 / Avg: 832.85 / Max: 834.49Min: 1490.44 / Avg: 1492.88 / Max: 1496.57Min: 1409.02 / Avg: 1410.42 / Max: 1412.22Min: 1963.17 / Avg: 1966.41 / Max: 1969

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On1632486480SE +/- 0.18, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 373.7547.8271.9340.1467.9048.70
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On1428425670Min: 73.43 / Avg: 73.75 / Max: 74.07Min: 47.74 / Avg: 47.82 / Max: 47.93Min: 71.83 / Avg: 71.93 / Max: 72Min: 40.05 / Avg: 40.14 / Max: 40.19Min: 67.86 / Avg: 67.9 / Max: 67.94Min: 48.65 / Avg: 48.7 / Max: 48.8

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On816243240SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 316.8320.1921.2927.0730.8634.23
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On714212835Min: 16.81 / Avg: 16.83 / Max: 16.84Min: 20.14 / Avg: 20.19 / Max: 20.26Min: 21.17 / Avg: 21.29 / Max: 21.47Min: 27.05 / Avg: 27.07 / Max: 27.08Min: 30.71 / Avg: 30.86 / Max: 30.93Min: 34.13 / Avg: 34.23 / Max: 34.38

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On1326395265SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.20, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 359.4249.5146.9736.9432.4029.20
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On1224364860Min: 59.36 / Avg: 59.42 / Max: 59.49Min: 49.34 / Avg: 49.51 / Max: 49.64Min: 46.58 / Avg: 46.97 / Max: 47.24Min: 36.92 / Avg: 36.94 / Max: 36.96Min: 32.32 / Avg: 32.4 / Max: 32.55Min: 29.08 / Avg: 29.2 / Max: 29.29

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On306090120150SE +/- 0.10, N = 3SE +/- 0.21, N = 3SE +/- 0.17, N = 3SE +/- 0.03, N = 3SE +/- 0.22, N = 3SE +/- 0.19, N = 343.1148.4166.7592.02120.5184.87
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On20406080100Min: 42.95 / Avg: 43.11 / Max: 43.28Min: 48.2 / Avg: 48.41 / Max: 48.83Min: 66.5 / Avg: 66.75 / Max: 67.08Min: 91.99 / Avg: 92.02 / Max: 92.08Min: 120.09 / Avg: 120.51 / Max: 120.77Min: 84.52 / Avg: 84.87 / Max: 85.16

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On2004006008001000SE +/- 1.29, N = 3SE +/- 3.51, N = 3SE +/- 1.38, N = 3SE +/- 0.76, N = 3SE +/- 0.46, N = 3SE +/- 2.80, N = 3916.94819.53887.59648.20787.331128.85
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On2004006008001000Min: 914.37 / Avg: 916.94 / Max: 918.44Min: 812.53 / Avg: 819.53 / Max: 823.43Min: 886.01 / Avg: 887.59 / Max: 890.35Min: 646.74 / Avg: 648.2 / Max: 649.31Min: 786.78 / Avg: 787.33 / Max: 788.25Min: 1123.96 / Avg: 1128.85 / Max: 1133.68

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On20406080100SE +/- 0.14, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.67, N = 345.8579.1446.8683.7071.51100.29
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On20406080100Min: 45.7 / Avg: 45.85 / Max: 46.13Min: 78.93 / Avg: 79.14 / Max: 79.37Min: 46.73 / Avg: 46.86 / Max: 47.1Min: 83.41 / Avg: 83.7 / Max: 83.86Min: 71.28 / Avg: 71.51 / Max: 71.83Min: 98.97 / Avg: 100.29 / Max: 101.19

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On510152025SE +/- 0.0648, N = 3SE +/- 0.0206, N = 3SE +/- 0.0534, N = 3SE +/- 0.0214, N = 3SE +/- 0.0319, N = 3SE +/- 0.0671, N = 321.797312.626421.321211.937813.97409.9667
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On510152025Min: 21.67 / Avg: 21.8 / Max: 21.87Min: 12.59 / Avg: 12.63 / Max: 12.66Min: 21.21 / Avg: 21.32 / Max: 21.38Min: 11.91 / Avg: 11.94 / Max: 11.98Min: 13.91 / Avg: 13.97 / Max: 14.02Min: 9.88 / Avg: 9.97 / Max: 10.1

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On150300450600750SE +/- 0.92, N = 3SE +/- 0.18, N = 3SE +/- 0.51, N = 3SE +/- 1.22, N = 3SE +/- 1.03, N = 3SE +/- 5.42, N = 13158.53221.73232.21355.67491.34704.58
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On120240360480600Min: 156.79 / Avg: 158.53 / Max: 159.93Min: 221.44 / Avg: 221.73 / Max: 222.07Min: 231.21 / Avg: 232.21 / Max: 232.86Min: 353.37 / Avg: 355.67 / Max: 357.52Min: 489.36 / Avg: 491.34 / Max: 492.82Min: 681.88 / Avg: 704.58 / Max: 762.39

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On60120180240300SE +/- 1.34, N = 3SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 0.53, N = 3SE +/- 0.35, N = 3SE +/- 0.99, N = 13251.57180.17257.56168.23194.72135.99
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On50100150200250Min: 249.84 / Avg: 251.57 / Max: 254.22Min: 180.06 / Avg: 180.17 / Max: 180.38Min: 257.24 / Avg: 257.56 / Max: 258.16Min: 167.45 / Avg: 168.23 / Max: 169.24Min: 194.16 / Avg: 194.72 / Max: 195.37Min: 125.57 / Avg: 135.99 / Max: 140.35

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On306090120150SE +/- 0.21, N = 3SE +/- 0.06, N = 3SE +/- 0.59, N = 3SE +/- 1.49, N = 15SE +/- 1.97, N = 15SE +/- 2.25, N = 1569.7383.4284.84100.54109.26126.01
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On20406080100Min: 69.44 / Avg: 69.73 / Max: 70.13Min: 83.36 / Avg: 83.42 / Max: 83.53Min: 84.03 / Avg: 84.84 / Max: 85.99Min: 86.23 / Avg: 100.54 / Max: 106.06Min: 99.65 / Avg: 109.26 / Max: 119.75Min: 116.36 / Avg: 126.01 / Max: 135.4

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On48121620SE +/- 0.0435, N = 3SE +/- 0.0082, N = 3SE +/- 0.0817, N = 3SE +/- 0.1607, N = 15SE +/- 0.1629, N = 15SE +/- 0.1413, N = 1514.328611.976911.78239.97349.18357.9604
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On48121620Min: 14.24 / Avg: 14.33 / Max: 14.39Min: 11.96 / Avg: 11.98 / Max: 11.99Min: 11.62 / Avg: 11.78 / Max: 11.9Min: 9.42 / Avg: 9.97 / Max: 11.59Min: 8.34 / Avg: 9.18 / Max: 10.02Min: 7.37 / Avg: 7.96 / Max: 8.58

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On2004006008001000SE +/- 0.62, N = 3SE +/- 0.38, N = 3SE +/- 0.43, N = 3SE +/- 0.33, N = 3SE +/- 0.26, N = 3SE +/- 2.56, N = 3247.27318.79405.72592.45660.54809.08
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On140280420560700Min: 246.52 / Avg: 247.27 / Max: 248.51Min: 318.03 / Avg: 318.79 / Max: 319.19Min: 405.1 / Avg: 405.72 / Max: 406.53Min: 591.98 / Avg: 592.45 / Max: 593.1Min: 660.03 / Avg: 660.54 / Max: 660.85Min: 803.95 / Avg: 809.08 / Max: 811.76

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On4080120160200SE +/- 0.40, N = 3SE +/- 0.17, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.36, N = 3161.33125.16147.46101.04144.89118.35
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On306090120150Min: 160.54 / Avg: 161.33 / Max: 161.85Min: 124.99 / Avg: 125.16 / Max: 125.5Min: 147.22 / Avg: 147.46 / Max: 147.7Min: 100.95 / Avg: 101.04 / Max: 101.1Min: 144.79 / Avg: 144.89 / Max: 144.98Min: 117.97 / Avg: 118.35 / Max: 119.07

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On816243240SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 316.8020.2321.1826.8430.4634.50
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On714212835Min: 16.76 / Avg: 16.8 / Max: 16.85Min: 20.16 / Avg: 20.23 / Max: 20.29Min: 21.13 / Avg: 21.18 / Max: 21.21Min: 26.68 / Avg: 26.84 / Max: 27.08Min: 30.31 / Avg: 30.46 / Max: 30.56Min: 34.45 / Avg: 34.5 / Max: 34.53

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On1326395265SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 359.5249.4247.2137.2532.8328.98
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamAVX-512 OffAVX-512 On1224364860Min: 59.35 / Avg: 59.52 / Max: 59.66Min: 49.27 / Avg: 49.42 / Max: 49.6Min: 47.14 / Avg: 47.21 / Max: 47.31Min: 36.93 / Avg: 37.25 / Max: 37.48Min: 32.72 / Avg: 32.83 / Max: 32.99Min: 28.95 / Avg: 28.98 / Max: 29.02

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On306090120150SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.23, N = 3SE +/- 0.19, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 343.1648.2466.7392.03120.5284.40
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On20406080100Min: 42.89 / Avg: 43.16 / Max: 43.43Min: 48.23 / Avg: 48.24 / Max: 48.26Min: 66.29 / Avg: 66.73 / Max: 67.09Min: 91.66 / Avg: 92.03 / Max: 92.23Min: 120.37 / Avg: 120.52 / Max: 120.7Min: 84.2 / Avg: 84.4 / Max: 84.51

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On2004006008001000SE +/- 2.25, N = 3SE +/- 0.79, N = 3SE +/- 2.38, N = 3SE +/- 0.72, N = 3SE +/- 0.15, N = 3SE +/- 1.43, N = 3913.42821.96889.39647.75787.721132.61
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamAVX-512 OffAVX-512 On2004006008001000Min: 909.13 / Avg: 913.42 / Max: 916.77Min: 820.58 / Avg: 821.96 / Max: 823.32Min: 886.1 / Avg: 889.39 / Max: 894.02Min: 646.33 / Avg: 647.75 / Max: 648.62Min: 787.55 / Avg: 787.72 / Max: 788.02Min: 1129.76 / Avg: 1132.61 / Max: 1134.13

LeelaChessZero

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

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLASAVX-512 OffAVX-512 On2K4K6K8K10KSE +/- 47.46, N = 5SE +/- 68.15, N = 3SE +/- 61.68, N = 3SE +/- 133.67, N = 3SE +/- 92.33, N = 9SE +/- 36.09, N = 347805524754210671942591711. (CXX) g++ options: -flto -O3 -march=native -mno-amx-tile -pthread
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLASAVX-512 OffAVX-512 On2K4K6K8K10KMin: 4669 / Avg: 4780 / Max: 4922Min: 5428 / Avg: 5524.33 / Max: 5656Min: 7450 / Avg: 7541.67 / Max: 7659Min: 10441 / Avg: 10671 / Max: 10904Min: 9064 / Avg: 9425.11 / Max: 10021Min: 9108 / Avg: 9171.33 / Max: 92331. (CXX) g++ options: -flto -O3 -march=native -mno-amx-tile -pthread

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: EigenAVX-512 OffAVX-512 On2K4K6K8K10KSE +/- 58.86, N = 3SE +/- 64.32, N = 4SE +/- 63.14, N = 3SE +/- 151.11, N = 3SE +/- 66.84, N = 3SE +/- 35.63, N = 347095750824311134816190851. (CXX) g++ options: -flto -O3 -march=native -mno-amx-tile -pthread
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: EigenAVX-512 OffAVX-512 On2K4K6K8K10KMin: 4602 / Avg: 4709 / Max: 4805Min: 5617 / Avg: 5749.5 / Max: 5916Min: 8156 / Avg: 8243.33 / Max: 8366Min: 10891 / Avg: 11133.67 / Max: 11411Min: 8061 / Avg: 8161.33 / Max: 8288Min: 9033 / Avg: 9084.67 / Max: 91531. (CXX) g++ options: -flto -O3 -march=native -mno-amx-tile -pthread

Embree

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

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonAVX-512 OffAVX-512 On50100150200250SE +/- 0.42, N = 6SE +/- 0.56, N = 6SE +/- 0.50, N = 6SE +/- 0.64, N = 6SE +/- 0.11, N = 8SE +/- 0.25, N = 996.34106.1890.40122.53177.68213.95
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonAVX-512 OffAVX-512 On4080120160200Min: 94.63 / Avg: 96.34 / Max: 97.51Min: 103.78 / Avg: 106.18 / Max: 107.77Min: 88.51 / Avg: 90.4 / Max: 92.2Min: 121.25 / Avg: 122.53 / Max: 125.37Min: 177.07 / Avg: 177.68 / Max: 178.23Min: 212.25 / Avg: 213.95 / Max: 214.74

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownAVX-512 OffAVX-512 On4080120160200SE +/- 0.27, N = 5SE +/- 0.17, N = 5SE +/- 5.25, N = 15SE +/- 0.53, N = 6SE +/- 0.42, N = 7SE +/- 0.47, N = 870.5174.8062.0492.65153.18181.89
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownAVX-512 OffAVX-512 On306090120150Min: 70.13 / Avg: 70.51 / Max: 71.57Min: 74.52 / Avg: 74.8 / Max: 75.49Min: 42.58 / Avg: 62.04 / Max: 90.41Min: 90.89 / Avg: 92.65 / Max: 94.17Min: 151.26 / Avg: 153.18 / Max: 154.52Min: 179.83 / Avg: 181.89 / Max: 183.6

OpenVKL

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

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCAVX-512 OffAVX-512 On30060090012001500SE +/- 1.86, N = 3SE +/- 1.76, N = 3SE +/- 4.16, N = 3SE +/- 2.52, N = 3SE +/- 13.87, N = 3SE +/- 16.33, N = 37929171034119611761341
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCAVX-512 OffAVX-512 On2004006008001000Min: 790 / Avg: 792.33 / Max: 796Min: 914 / Avg: 917.33 / Max: 920Min: 1028 / Avg: 1034 / Max: 1042Min: 1191 / Avg: 1196 / Max: 1199Min: 1151 / Avg: 1175.67 / Max: 1199Min: 1311 / Avg: 1341.33 / Max: 1367

Intel Open Image Denoise

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

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160AVX-512 OffAVX-512 On0.94281.88562.82843.77124.714SE +/- 0.01, N = 4SE +/- 0.01, N = 5SE +/- 0.02, N = 5SE +/- 0.02, N = 6SE +/- 0.02, N = 5SE +/- 0.01, N = 52.072.942.954.193.463.48
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160AVX-512 OffAVX-512 On246810Min: 2.06 / Avg: 2.07 / Max: 2.08Min: 2.93 / Avg: 2.94 / Max: 2.96Min: 2.89 / Avg: 2.95 / Max: 2.99Min: 4.13 / Avg: 4.19 / Max: 4.24Min: 3.43 / Avg: 3.46 / Max: 3.52Min: 3.44 / Avg: 3.48 / Max: 3.51

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096AVX-512 OffAVX-512 On0.44780.89561.34341.79122.239SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 31.031.421.481.991.721.66
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096AVX-512 OffAVX-512 On246810Min: 1.03 / Avg: 1.03 / Max: 1.03Min: 1.42 / Avg: 1.42 / Max: 1.43Min: 1.48 / Avg: 1.48 / Max: 1.48Min: 1.97 / Avg: 1.99 / Max: 2Min: 1.72 / Avg: 1.72 / Max: 1.72Min: 1.65 / Avg: 1.66 / Max: 1.67

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/ao/real_timeAVX-512 OffAVX-512 On1020304050SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 314.3521.2223.1736.3626.4043.71
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/ao/real_timeAVX-512 OffAVX-512 On918273645Min: 14.25 / Avg: 14.35 / Max: 14.4Min: 21.15 / Avg: 21.22 / Max: 21.27Min: 23.1 / Avg: 23.17 / Max: 23.24Min: 36.17 / Avg: 36.36 / Max: 36.57Min: 26.35 / Avg: 26.4 / Max: 26.48Min: 43.61 / Avg: 43.71 / Max: 43.81

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeAVX-512 OffAVX-512 On1020304050SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 313.7821.0622.8335.9525.3143.24
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeAVX-512 OffAVX-512 On918273645Min: 13.71 / Avg: 13.78 / Max: 13.82Min: 21.02 / Avg: 21.06 / Max: 21.11Min: 22.69 / Avg: 22.83 / Max: 22.98Min: 35.9 / Avg: 35.95 / Max: 36Min: 25.26 / Avg: 25.31 / Max: 25.36Min: 43.05 / Avg: 43.24 / Max: 43.35

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeAVX-512 OffAVX-512 On1224364860SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 319.9625.5232.4842.9740.6754.16
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeAVX-512 OffAVX-512 On1122334455Min: 19.91 / Avg: 19.96 / Max: 20.01Min: 25.38 / Avg: 25.52 / Max: 25.74Min: 32.46 / Avg: 32.48 / Max: 32.54Min: 42.91 / Avg: 42.97 / Max: 43.06Min: 40.58 / Avg: 40.67 / Max: 40.75Min: 54.12 / Avg: 54.16 / Max: 54.19

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerAVX-512 OffAVX-512 On30060090012001500SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.20, N = 3149113089808597055811. (CXX) g++ options: -O3 -march=native -mno-amx-tile -ldl
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerAVX-512 OffAVX-512 On30060090012001500Min: 1490 / Avg: 1491 / Max: 1493Min: 1308 / Avg: 1308.33 / Max: 1309Min: 979 / Avg: 979.67 / Max: 981Min: 858 / Avg: 858.67 / Max: 859Min: 704 / Avg: 704.67 / Max: 705Min: 579 / Avg: 580.67 / Max: 5831. (CXX) g++ options: -O3 -march=native -mno-amx-tile -ldl

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path TracerAVX-512 OffAVX-512 On5K10K15K20K25KSE +/- 42.81, N = 3SE +/- 8.41, N = 3SE +/- 37.53, N = 3SE +/- 19.41, N = 3SE +/- 8.39, N = 3SE +/- 7.00, N = 3239432087215601135891121692601. (CXX) g++ options: -O3 -march=native -mno-amx-tile -ldl
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path TracerAVX-512 OffAVX-512 On4K8K12K16K20KMin: 23890 / Avg: 23943.33 / Max: 24028Min: 20858 / Avg: 20871.67 / Max: 20887Min: 15561 / Avg: 15601 / Max: 15676Min: 13567 / Avg: 13589.33 / Max: 13628Min: 11202 / Avg: 11216 / Max: 11231Min: 9249 / Avg: 9260 / Max: 92731. (CXX) g++ options: -O3 -march=native -mno-amx-tile -ldl

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerAVX-512 OffAVX-512 On10K20K30K40K50KSE +/- 10.69, N = 3SE +/- 44.00, N = 3SE +/- 69.83, N = 3SE +/- 11.72, N = 3SE +/- 50.78, N = 3SE +/- 30.61, N = 34816541834313732720422475185001. (CXX) g++ options: -O3 -march=native -mno-amx-tile -ldl
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerAVX-512 OffAVX-512 On8K16K24K32K40KMin: 48146 / Avg: 48165 / Max: 48183Min: 41789 / Avg: 41834 / Max: 41922Min: 31270 / Avg: 31372.67 / Max: 31506Min: 27181 / Avg: 27204.33 / Max: 27218Min: 22378 / Avg: 22474.67 / Max: 22550Min: 18465 / Avg: 18500 / Max: 185611. (CXX) g++ options: -O3 -march=native -mno-amx-tile -ldl

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerAVX-512 OffAVX-512 On400800120016002000SE +/- 1.00, N = 3SE +/- 0.00, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 317701563117010298366951. (CXX) g++ options: -O3 -march=native -mno-amx-tile -ldl
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerAVX-512 OffAVX-512 On30060090012001500Min: 1768 / Avg: 1770 / Max: 1771Min: 1563 / Avg: 1563 / Max: 1563Min: 1168 / Avg: 1170.33 / Max: 1172Min: 1028 / Avg: 1028.67 / Max: 1029Min: 835 / Avg: 836.33 / Max: 837Min: 694 / Avg: 694.67 / Max: 6951. (CXX) g++ options: -O3 -march=native -mno-amx-tile -ldl

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path TracerAVX-512 OffAVX-512 On6K12K18K24K30KSE +/- 46.52, N = 3SE +/- 18.50, N = 3SE +/- 45.36, N = 3SE +/- 25.54, N = 3SE +/- 32.66, N = 3SE +/- 3.79, N = 32849024927186081633213341110581. (CXX) g++ options: -O3 -march=native -mno-amx-tile -ldl
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path TracerAVX-512 OffAVX-512 On5K10K15K20K25KMin: 28401 / Avg: 28490 / Max: 28558Min: 24896 / Avg: 24927 / Max: 24960Min: 18528 / Avg: 18608.33 / Max: 18685Min: 16299 / Avg: 16331.67 / Max: 16382Min: 13301 / Avg: 13341.33 / Max: 13406Min: 11052 / Avg: 11058 / Max: 110651. (CXX) g++ options: -O3 -march=native -mno-amx-tile -ldl

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerAVX-512 OffAVX-512 On13K26K39K52K65KSE +/- 56.19, N = 3SE +/- 4.98, N = 3SE +/- 115.86, N = 3SE +/- 45.83, N = 3SE +/- 18.25, N = 3SE +/- 44.52, N = 36278049847373003274926541221201. (CXX) g++ options: -O3 -march=native -mno-amx-tile -ldl
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerAVX-512 OffAVX-512 On11K22K33K44K55KMin: 62670 / Avg: 62780.33 / Max: 62854Min: 49838 / Avg: 49847.33 / Max: 49855Min: 37088 / Avg: 37300 / Max: 37487Min: 32659 / Avg: 32749.33 / Max: 32808Min: 26508 / Avg: 26541 / Max: 26571Min: 22055 / Avg: 22119.67 / Max: 222051. (CXX) g++ options: -O3 -march=native -mno-amx-tile -ldl

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUAVX-512 OffAVX-512 On0.45280.90561.35841.81122.264SE +/- 0.002804, N = 9SE +/- 0.001297, N = 9SE +/- 0.006513, N = 9SE +/- 0.001579, N = 9SE +/- 0.002552, N = 9SE +/- 0.003984, N = 91.9928600.8751962.0124100.7368221.7366700.9862141. (CXX) g++ options: -O3 -march=native -mno-amx-tile -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUAVX-512 OffAVX-512 On246810Min: 1.98 / Avg: 1.99 / Max: 2.01Min: 0.87 / Avg: 0.88 / Max: 0.88Min: 1.99 / Avg: 2.01 / Max: 2.05Min: 0.73 / Avg: 0.74 / Max: 0.74Min: 1.73 / Avg: 1.74 / Max: 1.75Min: 0.97 / Avg: 0.99 / Max: 11. (CXX) g++ options: -O3 -march=native -mno-amx-tile -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Mobile Neural Network

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by Alibaba. This MNN test profile is building the OpenMP / CPU threaded version for processor benchmarking and not any GPU-accelerated test. MNN does allow making use of AVX-512 extensions. Learn more via the OpenBenchmarking.org test page.

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: mobilenetV3AVX-512 OffAVX-512 On0.8751.752.6253.54.375SE +/- 0.022, N = 10SE +/- 0.025, N = 15SE +/- 0.012, N = 3SE +/- 0.005, N = 3SE +/- 0.049, N = 3SE +/- 0.053, N = 91.7641.7092.2882.0553.8893.8661. (CXX) g++ options: -O3 -march=native -mno-amx-tile -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: mobilenetV3AVX-512 OffAVX-512 On246810Min: 1.68 / Avg: 1.76 / Max: 1.89Min: 1.59 / Avg: 1.71 / Max: 1.86Min: 2.27 / Avg: 2.29 / Max: 2.31Min: 2.05 / Avg: 2.06 / Max: 2.06Min: 3.82 / Avg: 3.89 / Max: 3.98Min: 3.59 / Avg: 3.87 / Max: 4.071. (CXX) g++ options: -O3 -march=native -mno-amx-tile -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: squeezenetv1.1AVX-512 OffAVX-512 On246810SE +/- 0.039, N = 10SE +/- 0.064, N = 15SE +/- 0.008, N = 3SE +/- 0.072, N = 3SE +/- 0.137, N = 3SE +/- 0.219, N = 92.6782.2973.5512.7377.5667.2041. (CXX) g++ options: -O3 -march=native -mno-amx-tile -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: squeezenetv1.1AVX-512 OffAVX-512 On3691215Min: 2.55 / Avg: 2.68 / Max: 2.87Min: 2.02 / Avg: 2.3 / Max: 2.61Min: 3.54 / Avg: 3.55 / Max: 3.56Min: 2.6 / Avg: 2.74 / Max: 2.84Min: 7.37 / Avg: 7.57 / Max: 7.83Min: 6.21 / Avg: 7.2 / Max: 8.021. (CXX) g++ options: -O3 -march=native -mno-amx-tile -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: resnet-v2-50AVX-512 OffAVX-512 On612182430SE +/- 0.099, N = 10SE +/- 0.074, N = 15SE +/- 0.060, N = 3SE +/- 0.065, N = 3SE +/- 0.300, N = 3SE +/- 0.193, N = 918.1337.90917.7168.49624.08114.7271. (CXX) g++ options: -O3 -march=native -mno-amx-tile -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: resnet-v2-50AVX-512 OffAVX-512 On612182430Min: 17.43 / Avg: 18.13 / Max: 18.56Min: 7.54 / Avg: 7.91 / Max: 8.34Min: 17.6 / Avg: 17.72 / Max: 17.78Min: 8.37 / Avg: 8.5 / Max: 8.59Min: 23.52 / Avg: 24.08 / Max: 24.55Min: 13.56 / Avg: 14.73 / Max: 15.391. (CXX) g++ options: -O3 -march=native -mno-amx-tile -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: SqueezeNetV1.0AVX-512 OffAVX-512 On3691215SE +/- 0.056, N = 10SE +/- 0.080, N = 15SE +/- 0.105, N = 3SE +/- 0.082, N = 3SE +/- 0.132, N = 3SE +/- 0.234, N = 94.1953.9995.2224.4159.2788.7621. (CXX) g++ options: -O3 -march=native -mno-amx-tile -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: SqueezeNetV1.0AVX-512 OffAVX-512 On3691215Min: 3.94 / Avg: 4.2 / Max: 4.38Min: 3.55 / Avg: 4 / Max: 4.34Min: 5.03 / Avg: 5.22 / Max: 5.39Min: 4.29 / Avg: 4.42 / Max: 4.57Min: 9.08 / Avg: 9.28 / Max: 9.53Min: 7.87 / Avg: 8.76 / Max: 9.611. (CXX) g++ options: -O3 -march=native -mno-amx-tile -std=c++11 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: scryptAVX-512 OffAVX-512 On10002000300040005000SE +/- 0.63, N = 3SE +/- 7.11, N = 3SE +/- 0.54, N = 3SE +/- 1.21, N = 3SE +/- 0.03, N = 3SE +/- 13.77, N = 31122.742307.421623.883665.552947.944816.311. (CXX) g++ options: -O3 -march=native -mno-amx-tile -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: scryptAVX-512 OffAVX-512 On8001600240032004000Min: 1121.73 / Avg: 1122.74 / Max: 1123.89Min: 2299.47 / Avg: 2307.42 / Max: 2321.6Min: 1622.99 / Avg: 1623.88 / Max: 1624.84Min: 3663.29 / Avg: 3665.55 / Max: 3667.44Min: 2947.91 / Avg: 2947.94 / Max: 2947.99Min: 4796.1 / Avg: 4816.31 / Max: 4842.611. (CXX) g++ options: -O3 -march=native -mno-amx-tile -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Triple SHA-256, OnecoinAVX-512 OffAVX-512 On700K1400K2100K2800K3500KSE +/- 579.55, N = 3SE +/- 8466.21, N = 3SE +/- 3398.36, N = 3SE +/- 18201.57, N = 3SE +/- 18173.37, N = 3SE +/- 23073.29, N = 15647033132854710926372074200333885033262871. (CXX) g++ options: -O3 -march=native -mno-amx-tile -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Triple SHA-256, OnecoinAVX-512 OffAVX-512 On600K1200K1800K2400K3000KMin: 646390 / Avg: 647033.33 / Max: 648190Min: 1317220 / Avg: 1328546.67 / Max: 1345110Min: 1085840 / Avg: 1092636.67 / Max: 1096060Min: 2052090 / Avg: 2074200 / Max: 2110300Min: 3318430 / Avg: 3338850 / Max: 3375100Min: 3248420 / Avg: 3326286.67 / Max: 35094801. (CXX) g++ options: -O3 -march=native -mno-amx-tile -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Quad SHA-256, PyriteAVX-512 OffAVX-512 On500K1000K1500K2000K2500KSE +/- 4107.35, N = 3SE +/- 1289.92, N = 3SE +/- 657.95, N = 3SE +/- 3990.27, N = 3SE +/- 7009.29, N = 3SE +/- 10844.37, N = 33551739240406873201472620133436322525001. (CXX) g++ options: -O3 -march=native -mno-amx-tile -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Quad SHA-256, PyriteAVX-512 OffAVX-512 On400K800K1200K1600K2000KMin: 346960 / Avg: 355173.33 / Max: 359410Min: 922560 / Avg: 924040 / Max: 926610Min: 686450 / Avg: 687320 / Max: 688610Min: 1468550 / Avg: 1472620 / Max: 1480600Min: 1320850 / Avg: 1334363.33 / Max: 1344350Min: 2232080 / Avg: 2252500 / Max: 22690401. (CXX) g++ options: -O3 -march=native -mno-amx-tile -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: x25xAVX-512 OffAVX-512 On16003200480064008000SE +/- 4.47, N = 3SE +/- 4.49, N = 3SE +/- 21.26, N = 6SE +/- 26.18, N = 3SE +/- 0.55, N = 3SE +/- 54.56, N = 31840.412650.362166.904071.595712.587691.781. (CXX) g++ options: -O3 -march=native -mno-amx-tile -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: x25xAVX-512 OffAVX-512 On13002600390052006500Min: 1831.82 / Avg: 1840.41 / Max: 1846.87Min: 2641.98 / Avg: 2650.36 / Max: 2657.36Min: 2118.64 / Avg: 2166.9 / Max: 2265.53Min: 4032.79 / Avg: 4071.59 / Max: 4121.45Min: 5711.72 / Avg: 5712.58 / Max: 5713.61Min: 7590.41 / Avg: 7691.78 / Max: 7777.441. (CXX) g++ options: -O3 -march=native -mno-amx-tile -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: DeepcoinAVX-512 OffAVX-512 On40K80K120K160K200KSE +/- 32.15, N = 3SE +/- 52.92, N = 3SE +/- 928.66, N = 3SE +/- 155.06, N = 3SE +/- 204.21, N = 3SE +/- 536.94, N = 35793064690911071055131652401602901. (CXX) g++ options: -O3 -march=native -mno-amx-tile -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: DeepcoinAVX-512 OffAVX-512 On30K60K90K120K150KMin: 57880 / Avg: 57930 / Max: 57990Min: 64610 / Avg: 64690 / Max: 64790Min: 89820 / Avg: 91106.67 / Max: 92910Min: 105320 / Avg: 105513.33 / Max: 105820Min: 164940 / Avg: 165240 / Max: 165630Min: 159240 / Avg: 160290 / Max: 1610101. (CXX) g++ options: -O3 -march=native -mno-amx-tile -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: SkeincoinAVX-512 OffAVX-512 On400K800K1200K1600K2000KSE +/- 716.54, N = 3SE +/- 438.80, N = 3SE +/- 329.36, N = 3SE +/- 668.14, N = 3SE +/- 7503.92, N = 3SE +/- 4597.66, N = 33993506132736777331072453141306319907901. (CXX) g++ options: -O3 -march=native -mno-amx-tile -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: SkeincoinAVX-512 OffAVX-512 On300K600K900K1200K1500KMin: 398140 / Avg: 399350 / Max: 400620Min: 612680 / Avg: 613273.33 / Max: 614130Min: 677360 / Avg: 677733.33 / Max: 678390Min: 1071340 / Avg: 1072453.33 / Max: 1073650Min: 1404250 / Avg: 1413063.33 / Max: 1427990Min: 1984310 / Avg: 1990790 / Max: 19996801. (CXX) g++ options: -O3 -march=native -mno-amx-tile -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: LBC, LBRY CreditsAVX-512 OffAVX-512 On200K400K600K800K1000KSE +/- 498.81, N = 3SE +/- 390.61, N = 3SE +/- 820.11, N = 3SE +/- 1047.73, N = 3SE +/- 1744.51, N = 3SE +/- 3825.46, N = 315708341913326391767267749278010689931. (CXX) g++ options: -O3 -march=native -mno-amx-tile -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: LBC, LBRY CreditsAVX-512 OffAVX-512 On200K400K600K800K1000KMin: 156360 / Avg: 157083.33 / Max: 158040Min: 418620 / Avg: 419133.33 / Max: 419900Min: 262970 / Avg: 263916.67 / Max: 265550Min: 671440 / Avg: 672676.67 / Max: 674760Min: 490730 / Avg: 492780 / Max: 496250Min: 1061350 / Avg: 1068993.33 / Max: 10731101. (CXX) g++ options: -O3 -march=native -mno-amx-tile -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenVINO

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

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX-512 OffAVX-512 On30K60K90K120K150KSE +/- 38.18, N = 3SE +/- 42.04, N = 3SE +/- 74.60, N = 3SE +/- 153.42, N = 3SE +/- 673.74, N = 3SE +/- 1008.13, N = 350413.9867701.6073906.76103184.01114083.24118103.941. (CXX) g++ options: -O3 -march=native -mno-amx-tile -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX-512 OffAVX-512 On20K40K60K80K100KMin: 50368.89 / Avg: 50413.98 / Max: 50489.9Min: 67626.19 / Avg: 67701.6 / Max: 67771.49Min: 73830.71 / Avg: 73906.76 / Max: 74055.95Min: 102946.01 / Avg: 103184.01 / Max: 103470.73Min: 112795.33 / Avg: 114083.24 / Max: 115070.32Min: 117003.98 / Avg: 118103.94 / Max: 120117.321. (CXX) g++ options: -O3 -march=native -mno-amx-tile -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX-512 OffAVX-512 On0.35550.7111.06651.4221.7775SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.581.161.571.041.140.961. (CXX) g++ options: -O3 -march=native -mno-amx-tile -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX-512 OffAVX-512 On246810Min: 1.57 / Avg: 1.58 / Max: 1.58Min: 1.16 / Avg: 1.16 / Max: 1.16Min: 1.57 / Avg: 1.57 / Max: 1.57Min: 1.04 / Avg: 1.04 / Max: 1.04Min: 1.13 / Avg: 1.14 / Max: 1.14Min: 0.96 / Avg: 0.96 / Max: 0.971. (CXX) g++ options: -O3 -march=native -mno-amx-tile -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAVX-512 OffAVX-512 On2K4K6K8K10KSE +/- 2.52, N = 3SE +/- 2.81, N = 3SE +/- 1.04, N = 3SE +/- 1.24, N = 3SE +/- 0.29, N = 3SE +/- 1.97, N = 31750.304442.953878.796206.726218.2511029.451. (CXX) g++ options: -O3 -march=native -mno-amx-tile -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAVX-512 OffAVX-512 On2K4K6K8K10KMin: 1746.05 / Avg: 1750.3 / Max: 1754.78Min: 4438.93 / Avg: 4442.95 / Max: 4448.37Min: 3876.78 / Avg: 3878.79 / Max: 3880.22Min: 6204.35 / Avg: 6206.72 / Max: 6208.56Min: 6217.68 / Avg: 6218.25 / Max: 6218.57Min: 11026.7 / Avg: 11029.45 / Max: 11033.271. (CXX) g++ options: -O3 -march=native -mno-amx-tile -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAVX-512 OffAVX-512 On714212835SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 311.414.4930.9119.317.714.341. (CXX) g++ options: -O3 -march=native -mno-amx-tile -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAVX-512 OffAVX-512 On714212835Min: 11.38 / Avg: 11.41 / Max: 11.44Min: 4.48 / Avg: 4.49 / Max: 4.49Min: 30.9 / Avg: 30.91 / Max: 30.93Min: 19.3 / Avg: 19.31 / Max: 19.32Min: 7.71 / Avg: 7.71 / Max: 7.71Min: 4.34 / Avg: 4.34 / Max: 4.341. (CXX) g++ options: -O3 -march=native -mno-amx-tile -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAVX-512 OffAVX-512 On16003200480064008000SE +/- 0.71, N = 3SE +/- 0.97, N = 3SE +/- 0.62, N = 3SE +/- 1.23, N = 3SE +/- 2.86, N = 3SE +/- 1.27, N = 31014.271119.451732.743738.923791.807420.491. (CXX) g++ options: -O3 -march=native -mno-amx-tile -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAVX-512 OffAVX-512 On13002600390052006500Min: 1013.52 / Avg: 1014.27 / Max: 1015.69Min: 1117.86 / Avg: 1119.45 / Max: 1121.22Min: 1731.65 / Avg: 1732.74 / Max: 1733.81Min: 3736.64 / Avg: 3738.92 / Max: 3740.84Min: 3788.73 / Avg: 3791.8 / Max: 3797.51Min: 7417.96 / Avg: 7420.49 / Max: 7421.971. (CXX) g++ options: -O3 -march=native -mno-amx-tile -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAVX-512 OffAVX-512 On510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 319.6817.8317.298.0112.646.461. (CXX) g++ options: -O3 -march=native -mno-amx-tile -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAVX-512 OffAVX-512 On510152025Min: 19.65 / Avg: 19.68 / Max: 19.69Min: 17.8 / Avg: 17.83 / Max: 17.85Min: 17.28 / Avg: 17.29 / Max: 17.3Min: 8.01 / Avg: 8.01 / Max: 8.02Min: 12.62 / Avg: 12.64 / Max: 12.65Min: 6.46 / Avg: 6.46 / Max: 6.461. (CXX) g++ options: -O3 -march=native -mno-amx-tile -fsigned-char -ffunction-sections -fdata-sections -fno-strict-overflow -fwrapv

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1AVX-512 OffAVX-512 On16003200480064008000SE +/- 3.51, N = 5SE +/- 6.26, N = 5SE +/- 6.63, N = 6SE +/- 13.13, N = 7SE +/- 27.90, N = 8SE +/- 9.60, N = 101796.162339.322480.613586.275192.437274.051. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1AVX-512 OffAVX-512 On13002600390052006500Min: 1783.27 / Avg: 1796.16 / Max: 1802.48Min: 2322.63 / Avg: 2339.32 / Max: 2353.47Min: 2463 / Avg: 2480.61 / Max: 2503.65Min: 3545.69 / Avg: 3586.27 / Max: 3644.17Min: 5115.49 / Avg: 5192.43 / Max: 5353.21Min: 7211.16 / Avg: 7274.05 / Max: 7315.831. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1AVX-512 OffAVX-512 On60120180240300SE +/- 0.14, N = 5SE +/- 0.25, N = 5SE +/- 0.27, N = 6SE +/- 0.53, N = 7SE +/- 1.12, N = 8SE +/- 0.38, N = 1071.8593.5799.23143.45207.70290.961. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1AVX-512 OffAVX-512 On50100150200250Min: 71.33 / Avg: 71.85 / Max: 72.1Min: 92.91 / Avg: 93.57 / Max: 94.14Min: 98.52 / Avg: 99.22 / Max: 100.15Min: 141.83 / Avg: 143.45 / Max: 145.77Min: 204.62 / Avg: 207.7 / Max: 214.13Min: 288.45 / Avg: 290.96 / Max: 292.631. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2AVX-512 OffAVX-512 On2K4K6K8K10KSE +/- 12.20, N = 3SE +/- 13.49, N = 3SE +/- 24.70, N = 6SE +/- 9.11, N = 3SE +/- 46.49, N = 3SE +/- 47.16, N = 41993.072588.762602.653643.846371.328562.691. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2AVX-512 OffAVX-512 On15003000450060007500Min: 1972.67 / Avg: 1993.07 / Max: 2014.86Min: 2573.18 / Avg: 2588.76 / Max: 2615.62Min: 2485.24 / Avg: 2602.65 / Max: 2648.84Min: 3628.3 / Avg: 3643.84 / Max: 3659.84Min: 6283.52 / Avg: 6371.32 / Max: 6441.74Min: 8421.46 / Avg: 8562.69 / Max: 8617.61. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2AVX-512 OffAVX-512 On70140210280350SE +/- 0.49, N = 3SE +/- 0.54, N = 3SE +/- 0.99, N = 6SE +/- 0.36, N = 3SE +/- 1.86, N = 3SE +/- 1.89, N = 479.72103.55104.11145.75254.85342.511. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2AVX-512 OffAVX-512 On60120180240300Min: 78.91 / Avg: 79.72 / Max: 80.59Min: 102.93 / Avg: 103.55 / Max: 104.63Min: 99.41 / Avg: 104.11 / Max: 105.95Min: 145.13 / Avg: 145.75 / Max: 146.39Min: 251.34 / Avg: 254.85 / Max: 257.67Min: 336.86 / Avg: 342.51 / Max: 344.71. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenFOAM

OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Mesh TimeAVX-512 OffAVX-512 On4080120160200162.72160.66169.84159.67146.75145.901. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Execution TimeAVX-512 OffAVX-512 On80160240320400358.63361.37194.79195.48110.95112.381. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Large Mesh Size - Mesh TimeAVX-512 OffAVX-512 On2004006008001000887.211051.351039.32847.91867.38996.781. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Large Mesh Size - Execution TimeAVX-512 OffAVX-512 On150030004500600075007106.767117.014319.124305.122803.542849.611. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

SMHasher

SMHasher is a hash function tester supporting various algorithms and able to make use of AVX and other modern CPU instruction set extensions. Learn more via the OpenBenchmarking.org test page.

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2022-08-22Hash: FarmHash32 x86_64 AVXAVX-512 OffAVX-512 On9K18K27K36K45KSE +/- 181.36, N = 4SE +/- 1.95, N = 4SE +/- 181.17, N = 4SE +/- 68.33, N = 4SE +/- 41.48, N = 5SE +/- 0.56, N = 530330.5333979.9937809.7142508.3536458.3139795.361. (CXX) g++ options: -O3 -march=native -mno-amx-tile -flto=auto -fno-fat-lto-objects
Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2022-08-22Hash: FarmHash32 x86_64 AVXAVX-512 OffAVX-512 On7K14K21K28K35KMin: 29795.81 / Avg: 30330.53 / Max: 30569.12Min: 33974.33 / Avg: 33979.99 / Max: 33983.28Min: 37290.88 / Avg: 37809.71 / Max: 38097.38Min: 42303.42 / Avg: 42508.35 / Max: 42580.42Min: 36299.38 / Avg: 36458.31 / Max: 36530.98Min: 39793.53 / Avg: 39795.36 / Max: 39796.841. (CXX) g++ options: -O3 -march=native -mno-amx-tile -flto=auto -fno-fat-lto-objects

CPU Peak Freq (Highest CPU Core Frequency) Monitor

Xeon 8380Xeon 8490HEPYC 9654OpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System MonitoringAVX-512 OffAVX-512 On7001400210028003500Min: 802 / Avg: 3114.77 / Max: 3421Min: 804 / Avg: 2939.27 / Max: 3420Min: 1899 / Avg: 3041.53 / Max: 4080Min: 690 / Avg: 3000.31 / Max: 4081Min: 2336 / Avg: 3667.6 / Max: 4199Min: 2547 / Avg: 3615.9 / Max: 3772

CPU Power Consumption Monitor

Xeon 8380Xeon 8490HOpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringAVX-512 OffAVX-512 On160320480640800Min: 57.8 / Avg: 365.97 / Max: 660.32Min: 60.6 / Avg: 451.19 / Max: 668.12Min: 101.7 / Avg: 588.67 / Max: 887.42Min: 102.55 / Avg: 582.55 / Max: 894.12

69 Results Shown

Neural Magic DeepSparse:
  NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  CV Classification, ResNet-50 ImageNet - Synchronous Single-Stream:
    items/sec
    ms/batch
  CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Stream:
    items/sec
    ms/batch
  NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Stream:
    items/sec
    ms/batch
  NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  CV Detection,YOLOv5s COCO - Synchronous Single-Stream:
    items/sec
    ms/batch
  CV Detection,YOLOv5s COCO - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Stream:
    items/sec
    ms/batch
  NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream:
    items/sec
    ms/batch
LeelaChessZero:
  BLAS
  Eigen
Embree:
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Crown
OpenVKL
Intel Open Image Denoise:
  RT.hdr_alb_nrm.3840x2160
  RTLightmap.hdr.4096x4096
OSPRay:
  gravity_spheres_volume/dim_512/ao/real_time
  gravity_spheres_volume/dim_512/scivis/real_time
  gravity_spheres_volume/dim_512/pathtracer/real_time
OSPRay Studio:
  1 - 4K - 1 - Path Tracer
  1 - 4K - 16 - Path Tracer
  1 - 4K - 32 - Path Tracer
  3 - 4K - 1 - Path Tracer
  3 - 4K - 16 - Path Tracer
  3 - 4K - 32 - Path Tracer
oneDNN
Mobile Neural Network:
  mobilenetV3
  squeezenetv1.1
  resnet-v2-50
  SqueezeNetV1.0
Cpuminer-Opt:
  scrypt
  Triple SHA-256, Onecoin
  Quad SHA-256, Pyrite
  x25x
  Deepcoin
  Skeincoin
  LBC, LBRY Credits
OpenVINO:
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    FPS
    ms
  Vehicle Detection FP16-INT8 - CPU:
    FPS
    ms
  Vehicle Detection FP16 - CPU:
    FPS
    ms
miniBUDE:
  OpenMP - BM1:
    GFInst/s
    Billion Interactions/s
  OpenMP - BM2:
    GFInst/s
    Billion Interactions/s
OpenFOAM:
  drivaerFastback, Medium Mesh Size - Mesh Time
  drivaerFastback, Medium Mesh Size - Execution Time
  drivaerFastback, Large Mesh Size - Mesh Time
  drivaerFastback, Large Mesh Size - Execution Time
SMHasher
CPU Peak Freq (Highest CPU Core Frequency) Monitor:
  Phoronix Test Suite System Monitoring:
    Megahertz
    Watts