9654 new

2 x AMD EPYC 9654 96-Core testing with a AMD Titanite_4G (RTI1004D BIOS) and llvmpipe on Red Hat Enterprise Linux 9.1 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2303114-NE-9654NEW5019&grr&rdt&rro.

9654 newProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionOpenGLabcno smt ano smt bsmt asmt bsmt csmt dAMD EPYC 9654 96-Core @ 2.40GHz (96 Cores / 192 Threads)AMD Titanite_4G (RTI1004D BIOS)AMD Device 14a4768GB2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007ASPEEDVGA HDMIBroadcom NetXtreme BCM5720 PCIeRed Hat Enterprise Linux 9.15.14.0-162.6.1.el9_1.x86_64 (x86_64)GNOME Shell 40.10X Server 1.20.11GCC 11.3.1 20220421xfs1600x12002 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores)1520GBllvmpipe4.5 Mesa 22.1.5 (LLVM 14.0.6 256 bits)1024x7682 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: alwaysCompiler Details- --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl Processor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa101111Python Details- Python 3.9.14Security Details- a: SELinux + 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 - b: SELinux + 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 - c: SELinux + 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 - no smt a: SELinux + 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: disabled RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - no smt b: SELinux + 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: disabled RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - smt a: SELinux + 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 - smt b: SELinux + 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 - smt c: SELinux + 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 - smt d: SELinux + 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

9654 newrocksdb: Seq Fillopenvkl: vklBenchmark Scalaropenvkl: vklBenchmark ISPCclickhouse: 100M Rows Hits Dataset, Third Runclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, First Run / Cold Cachevpxenc: Speed 0 - Bosphorus 4Konednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUcompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedmemcached: 1:100memcached: 1:10memcached: 1:5openvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamcompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speeddeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 12 - Decompression Speedcompress-zstd: 12 - Compression Speedcompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 8 - Compression Speedopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUcompress-zstd: 3 - Decompression Speedcompress-zstd: 3 - Compression Speedopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: 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 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUrocksdb: Rand Fillrocksdb: Update Randrocksdb: Rand Fill Syncrocksdb: Read Rand Write Randrocksdb: Read While Writingrocksdb: Rand Readdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamvvenc: Bosphorus 4K - Fastdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-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: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Synchronous Single-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Synchronous Single-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamvpxenc: Speed 0 - Bosphorus 1080pdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Synchronous Single-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - 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-Streamvpxenc: Speed 5 - Bosphorus 4Kdeepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Streamdeepsparse: CV Detection, YOLOv5s COCO - Synchronous Single-Streamdeepsparse: CV Detection, YOLOv5s COCO - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamstress-ng: Pthreadstress-ng: Atomicstress-ng: NUMAstress-ng: Context Switchingstress-ng: Forkingstress-ng: Semaphoresstress-ng: Cryptostress-ng: Pollstress-ng: CPU Cachestress-ng: Memory Copyingstress-ng: Socket Activitystress-ng: Mallocstress-ng: MEMFDstress-ng: Futexstress-ng: Hashstress-ng: Matrix Mathstress-ng: CPU Stressstress-ng: MMAPstress-ng: System V Message Passingstress-ng: Vector Mathstress-ng: SENDFILEstress-ng: Function Callstress-ng: Glibc C String Functionsstress-ng: Glibc Qsort Data Sortingstress-ng: Mutexvvenc: Bosphorus 4K - Fastervvenc: Bosphorus 1080p - Fastgromacs: MPI CPU - water_GMX50_bareonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUvpxenc: Speed 5 - Bosphorus 1080pbuild-linux-kernel: defconfiguvg266: Bosphorus 4K - Slowuvg266: Bosphorus 4K - Mediumonednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 1D - bf16bf16bf16 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUvvenc: Bosphorus 1080p - Fasteronednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUkvazaar: Bosphorus 4K - Slowkvazaar: Bosphorus 4K - Mediumbuild-ffmpeg: Time To Compileuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Ultra Fastuvg266: Bosphorus 4K - Super Fastonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 3D - bf16bf16bf16 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Super Fastkvazaar: Bosphorus 4K - Ultra Fastuvg266: Bosphorus 1080p - Slowuvg266: Bosphorus 1080p - Mediumonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUkvazaar: Bosphorus 1080p - Slowkvazaar: Bosphorus 1080p - Mediumonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUuvg266: Bosphorus 1080p - Very Fastuvg266: Bosphorus 1080p - Super Fastuvg266: Bosphorus 1080p - Ultra Fastkvazaar: Bosphorus 1080p - Very Fastkvazaar: Bosphorus 1080p - Super Fastkvazaar: Bosphorus 1080p - Ultra Fastembree: Pathtracer - Crownabcno smt ano smt bsmt asmt bsmt csmt d5422565561089625.16625.91600.707.68671.69675.915674.088907.489909.691911.2451383.79.2248788606861088.894143044.21962.149.721671.4628.47499.3295.761701.727.97319.9815149.74461472.619.11115.760242.98938.345750.741677.9938.51704.8330.81536.6892.71669.31233.888.71540.411514.83033.910.19494.220.65112346.361.0974495.178.115908.8916.32941.479.764914.17533927544384376601292645892961854682314341116.42642.95815.82152.1377314.836130.59241566.564119.2067401.776611.36287.96315.0715197.101828.707734.826277.3363619.753128.623334.928914.6916.582860.252247.4641009.8486108.6775440.853310.081199.149317.365.1812192.88069.5962104.11785.3018188.5378109397.78174.72483.918941003.9758156.3618128283.29203073.1512653709.6477.5120106.518873.58312709034.05518.462794694.3718954936382305.69205134.871663.0810473084.09556875.591950323.96621015.3416257100.251122.3959479783.6412.33612.4410.5697.357461.831470.55527729.3725.76829.3733.032.015818.745763.1149730.0390.29020.3570170.26399740.6341.412.56968.8270.5669.331.564611.877770.5344580.981.983.4581.1691.370.3114050.6933670.415446139.92143.311.170040.7115880.304972234.95238.68240.98296.93307.49310.735453965571075628.37627.20610.797.71670.202668.952671.654903.272917.077912.1141378.29.294876951.366792746.344162812.47962.6349.721675.9628.42500.8395.481685.2628.23319.9648149.82071467.819.11118.438342.8978.385720.91673.7910.81716.73321537.5909.416511239.388.61541.031516.6309510.19496.950.66111378.391.0974353.418.135894.2715.543085.539.754915.42534681545556373002289196286203524668888881116.289942.83485.809151.6003316.290730.46081573.7496119.3799401.205311.187289.33555.0859196.541428.486635.096277.305619.944228.713734.818914.6716.674559.922247.35321012.3494109.1129439.037310.13698.617517.375.1633193.53059.5793104.29085.498181.8123109356.78223.29498.6716313126.8658664.9718100474.36203147.1512661687.4667.2120340.48851.65314418461.02507.742805836.5218955118.1382304.04217072.271664.7510471889.97556797.271913590.77621003.9216168655.171132.3560031543.9712.39112.39910.6097.282431.841720.55196629.525.74929.2933.131.92349.19574.2785829.8450.2913870.3568750.26337340.8641.3912.43468.7970.68691.562571.729750.51306881.6180.6884.7781.4191.470.3127210.6890640.578466139.07144.211.166960.7124950.305731234.68239.92240.91290.59303.99305.525445655491066636.18621.88614.247.7671.233667.95669.146906.139911.762915.08413849.34852421.676839975.874155273.46962.1549.771679.0328.33500.395.591704.0227.89320.0504149.69051470.519.11122.058442.74338.375724.811675.4926.91715.6330.11540.9916.91661.91241.189.46535.781517.43049.410.119485.650.66112186.251.0974486.088.135898.7915.13174.049.764910.13536551543572356922291002383163794680697921117.732342.91525.808151.3899316.628230.49111571.8281119.7026400.042711.160589.5475.0573197.660128.468735.118876.6181625.551228.569834.993714.7616.518560.488447.29421013.7357109.2467438.437210.138498.592217.465.1696193.31198.8004113.50575.5007181.7243109609.15183.33478.0516862185.5464299.6218088584.67203095.4412676101.4197.0420297.918876.1313768771.26507.972794473.7518961773.18382328.5217304.191668.9210475486.39556833.51891202.37621041.9316537965.141125.8659929401.412.39912.44110.5877.381161.822640.55685129.4625.6829.4133.11.886863.830174.397230.0810.2854320.3531750.2629240.7641.4712.46569.0471.1369.921.567421.63860.54699180.3184.5582.781.191.290.3122890.6926670.417188140.1143.811.169190.7085630.305599237.44237.96238.77291.03301.4309.644657006471098665.00666.43635.487.04913.201973.318930.2571148.261147.341151.251395.89.393192061.684244908.832444886.82438.29109.08828.6757.58229.46208.82833.9957.18304.2075308.42941483.119.8955.163197.44424.99784.091684.8859.91728279.91542.5955.61669.71227.545.861045.811500.42804.29.1820836.10.57160545.411.01127833.523.9512119.666.017979.054.5410556.93478629462018350673207980476438311209611055956.008897.39965.89145.3548649.30230.42133107.2957116.1532813.983214.463869.10635.2262191.260531.32731.914673.19931291.973331.922931.318714.2820.738548.184942.8052204.7533100.2418941.244313.855972.129814.487.5856131.75869.8899101.00956.0118166.272568076.03400.0320.5147222624.4943094.9613141129.68435615.3510458275.2440.9411342.698968.28456657338.84303.563746361.5227408413.1932248.18328297.044520.487402514.74920216.273284433.2829106.6326755146.691978.863581395.6712.47712.35719.1759.252921.650410.66435929.6217.60634.5938.382.040036.192574.8788328.6890.3167790.3428360.31666547.1347.9710.59757.1357.7859.832.196452.022860.55606970.0275.576.0587.1598.210.2548450.403590.291687155.56159.630.6642950.4623860.160361196.25181.67186.24269.62288.41278.624640446521108662.01649.52622.737.16903.358939.547901.0441124.751139.631119.171397.69.763216133.914220522.492460416.33438.99109.04830.0457.49228.01210.14834.1757.19303.7377308.30331483.819.8955.238697.38384.919758.741682.88921727.8278.21538.81032.31667.61234.245.731048.741511.52865.99.1820849.750.58162294.471.01127770.393.9512128.386.017979.824.5410549.24468210452228344040206383179135681213540299955.343897.34415.895145.3627647.759630.64033086.3591115.6369817.631314.417869.32665.7015175.319933.601229.754473.20871292.803832.177831.0713.7220.422348.925742.83932203.1573100.4198938.908413.903971.887814.56.4174155.73579.9395100.5096.065164.812667451.3395.9519.7844683906.6845685.2813192391.85437065.7510393402.0155.8410949.98924.1456651508.04308.673802292.627422305.53925984.24326819.723591.717372780.72920642.343282827.5829445.3828009942.561963.7565500297.7312.3112.37418.8379.317511.700570.67057429.7117.58634.6838.651.931267.988614.7930228.520.3404980.3472310.29356447.4347.9310.66258.0957.2358.332.123792.028330.62902669.9474.0374.3788.1396.670.2557960.4003250.291229159.79161.40.6513010.4611740.164845183.75216.15209.85268.77280.18271.454141687641318534.82524.04500.137.243269.053133.6531871912.161888.11830.411393.59.784383314.654530948.622520253439.41108.93827.0757.72230.21208.13833.1557.29303.3272314.61861495.218.8972.516397.02494.929746.081682.5853.81723.7254.11539.51051.41664.31023.945.711049.161515.62795.19.2820610.230.53173926.920.97148316.883.9512117.166.027953.214.5410544.034230274131993880521787682153172501225662852970.220297.2916145.3966658.211130.74623114.6848117.1233817.753613.63773.29245.3004188.582631.480531.759273.3061306.667732.295630.957214.0821.032347.50642.95152230.3099103.0888929.024612.832277.882713.97.5225132.86558.1914121.92327.1865139.097374978.51184.3424.8212895047.7336266.0220047519.05466292.1215359471.7347.5815914.18748.99634718750.41464.72333781.3941966139.67946032.88487359.398360.7610103952.131291689.334329963.261414423.6535687958.372564.48136339636.9118.81820.26952.708071.2004929.5417.37645.5647.567.6056615.42111.43260.6217760.6744550.59173864.6365.5610.38159.357.9659.063.391513.388330.97535775.9176.6477.9680.1789.40.407430.5385390.451472132.67140.780.978590.6725850.279638183.99178.49216.15250.71296.72302.554137088101243538.63527.88516.096.973249.283222.933034.621890.281894.071937.651392.49.874357453.764392934.752507331.29439.5108.89827.0357.67230.06208.19832.757.31304.0782314.24521483.519.5975.50496.9064.959680.441676.5852.71726.3259.11540.41038.916711122.445.661050.371519.12513.49.2820610.620.53175754.350.97147582.873.9612109.646.037949.054.5410549.154178824115134012951761416138306891231168093969.212297.3528145.2745658.34130.75083114.4293116.4813822.155214.635668.29245.3053188.414731.459331.780673.34961306.583932.241531.009313.5721.739845.964242.65362245.8036103.1902927.67912.910677.409614.276.8844145.17368.3506119.59647.3054136.8324180407.59186.6424.7712221058.3436020.1619927313.52466609.2215341564.1644.3815430.188750.61634995429.66564.052396325.9341989522.68946660.88487987.329017.128586858.511291704.574329824.381413555.4435996976.132520.38135855921.2819.01520.5722.76141.1813529.617.01746.2546.627.422719.5497.301470.6209070.6756640.60019966.2265.6910.25957.8657.5159.23.494533.596430.97170474.1176.77779.9589.70.4080740.5517830.450261136.33138.330.9735550.6727680.291087209.55220.79179.56274.63267.04295.184142827931235530.47524.75495.856.923153.223185.643011.211888.211925.681926.1513899.824394194.494549313.422517750.47437.51109.36821.9358.05227.93210.19826.6757.71303.2549315.33181475.219.2971.898896.99754.99773.261683.7860.81732.3249.81540.91046.616641005.845.311058.571516.22604.69.2520684.290.53173620.310.96148047.133.9312168.055.997993.184.5210603.844160064199853948521613913139489141234570512971.667796.9077144.4661662.258530.57843132.3838116.9689818.603714.201170.38285.2773189.405431.314631.927773.34071305.713733.987929.416313.9720.488448.77242.55212253.1411102.0999937.99214.248670.141815.387.355135.890710.385296.17376.1057163.711177834.39184.2424.7912328933.6534917.3919866440.86468159.2115228320.0742.5515077.698747.83639757070.52413.342067499.5841972765.93952461.48490300.487633.168609357.681295970.284351871.121422505.5134602827.772517.26138939958.519.04521.03012.702351.2014629.5417.05346.3446.579.3498118.659412.0130.6349920.6761240.59329965.4965.5910.40757.4457.3358.343.601943.365350.9957173.5778.7276.1479.6389.160.3943770.5451180.44782135.8140.890.9728630.6767980.275917192.25178.78218.28243.36288.09303.434140477811238527.80515.11500.1183407517.153171.153172.193349.361957.771912.741883.761391.79.814403267.424569476.862527084.87437.68109.23822.558228.94209.24828.0157.62301.9192316.03281479.119.6974.98596.71694.919767.991677.6879.61731.2256.21543.610591664.21024.845.341057.741513.52528.79.2620679.680.53172228.340.97149647.683.9312172.9267990.474.5210587.34154284205144044631752904130980971231916197966.760697.8908144.9144660.213230.72473116.0909117.2219816.756215.12666.0835.4341183.94933.051430.249473.61961301.181132.175831.072713.6821.359346.781542.47982255.422102.7646931.822313.233175.52415.117.064141.47059.3656106.65187.149139.824191735.75182.824.7112728401.4534685.8519842969.2846800615403597.2440.5613370.338864.78640853365.54394.492077119.7641965286.06951700.17489998.757273.1912418451.711300693.934351920.421425621.4436111781.822516.09137579874.5619.07720.97262.673031.233429.6617.07946.2546.218.2607811.757312.15710.6271330.6721150.60283166.0865.4910.37357.5258.7658.663.505632.974270.97509173.2475.578.858088.910.3892230.630630.457554135.56136.420.9739840.6803950.247825181.83218.91224.31270.76256.45303.63OpenBenchmarking.org

RocksDB

Test: Sequential Fill

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 7.9.2Test: Sequential Fillsmt dsmt csmt bsmt ano smt bno smt acba120K240K360K480K600K4140474142824137084141684640444657005445655453965422561. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

OpenVKL

Benchmark: vklBenchmark Scalar

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark Scalarsmt dsmt csmt bsmt ano smt bno smt acba2004006008001000781793810764652647549557556MIN: 139 / MAX: 3776MIN: 139 / MAX: 3583MIN: 138 / MAX: 3650MIN: 139 / MAX: 3808MIN: 102 / MAX: 3990MIN: 101 / MAX: 4024MIN: 60 / MAX: 5475MIN: 61 / MAX: 6019MIN: 61 / MAX: 5994

OpenVKL

Benchmark: vklBenchmark ISPC

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCsmt dsmt csmt bsmt ano smt bno smt acba30060090012001500123812351243131811081098106610751089MIN: 392 / MAX: 3738MIN: 392 / MAX: 4332MIN: 390 / MAX: 3501MIN: 391 / MAX: 3855MIN: 297 / MAX: 4208MIN: 297 / MAX: 4284MIN: 180 / MAX: 6427MIN: 179 / MAX: 6442MIN: 179 / MAX: 7194

ClickHouse

100M Rows Hits Dataset, Third Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third Runsmt dsmt csmt bsmt ano smt bno smt acba140280420560700527.80530.47538.63534.82662.01665.00636.18628.37625.16MIN: 81.52 / MAX: 6000MIN: 92.02 / MAX: 5454.55MIN: 89.82 / MAX: 6000MIN: 91.32 / MAX: 6000MIN: 86.33 / MAX: 6000MIN: 85.84 / MAX: 6000MIN: 58.03 / MAX: 6666.67MIN: 58.37 / MAX: 6666.67MIN: 57.69 / MAX: 6000

ClickHouse

100M Rows Hits Dataset, Second Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second Runsmt dsmt csmt bsmt ano smt bno smt acba140280420560700515.11524.75527.88524.04649.52666.43621.88627.20625.91MIN: 88.5 / MAX: 6000MIN: 90.23 / MAX: 6000MIN: 90.63 / MAX: 6666.67MIN: 90.5 / MAX: 6666.67MIN: 86.46 / MAX: 6000MIN: 85.11 / MAX: 6666.67MIN: 58.54 / MAX: 6666.67MIN: 58.54 / MAX: 6000MIN: 56.13 / MAX: 7500

ClickHouse

100M Rows Hits Dataset, First Run / Cold Cache

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold Cachesmt dsmt csmt bsmt ano smt bno smt acba140280420560700500.12495.85516.09500.13622.73635.48614.24610.79600.70MIN: 69.61 / MAX: 6000MIN: 51.06 / MAX: 6000MIN: 89.55 / MAX: 6000MIN: 65.15 / MAX: 6000MIN: 83.22 / MAX: 5454.55MIN: 85.35 / MAX: 6000MIN: 57.14 / MAX: 6666.67MIN: 58.14 / MAX: 6666.67MIN: 57.75 / MAX: 6000

VP9 libvpx Encoding

Speed: Speed 0 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.13Speed: Speed 0 - Input: Bosphorus 4Ksmt dsmt csmt bsmt ano smt bno smt acba2468107.156.926.977.247.167.047.707.717.681. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba70014002100280035003171.153153.223249.283269.05903.36913.20671.23670.20671.69MIN: 3148.29MIN: 3059.88MIN: 3226.78MIN: 3243.11MIN: 874.93MIN: 884.92MIN: 662.9MIN: 663.54MIN: 664.461. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba70014002100280035003172.193185.643222.933133.65939.55973.32667.95668.95675.92MIN: 3155.85MIN: 2949.58MIN: 2927.41MIN: 3037.06MIN: 904.78MIN: 937.3MIN: 660.93MIN: 662.29MIN: 668.991. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba70014002100280035003349.363011.213034.623187.00901.04930.26669.15671.65674.09MIN: 3325.75MIN: 2853.26MIN: 2821.2MIN: 3034.82MIN: 864.28MIN: 898.89MIN: 661.71MIN: 664.19MIN: 667.011. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba4008001200160020001957.771888.211890.281912.161124.751148.26906.14903.27907.49MIN: 1929.47MIN: 1860.29MIN: 1864.29MIN: 1891.03MIN: 1091.36MIN: 1108.42MIN: 898.41MIN: 894.76MIN: 897.951. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba4008001200160020001912.741925.681894.071888.101139.631147.34911.76917.08909.69MIN: 1890.93MIN: 1901.2MIN: 1870.66MIN: 1865.76MIN: 1100.83MIN: 1109.85MIN: 901.88MIN: 909.14MIN: 901.11. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba4008001200160020001883.761926.151937.651830.411119.171151.25915.08912.11911.25MIN: 1850.75MIN: 1901.09MIN: 1908.65MIN: 1807.97MIN: 1086.08MIN: 1070.35MIN: 906.26MIN: 902.43MIN: 903.011. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression Speedsmt dsmt csmt bsmt ano smt bno smt acba300600900120015001391.71389.01392.41393.51397.61395.81384.01378.21383.71. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression Speedsmt dsmt csmt bsmt ano smt bno smt acba36912159.819.829.879.789.769.399.309.299.221. (CC) gcc options: -O3 -pthread -lz

Memcached

Set To Get Ratio: 1:100

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.18Set To Get Ratio: 1:100smt dsmt csmt bsmt ano smt bno smt acba1000K2000K3000K4000K5000K4403267.424394194.494357453.764383314.653216133.913192061.684852421.674876951.364878860.001. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Memcached

Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.18Set To Get Ratio: 1:10smt dsmt csmt bsmt ano smt bno smt acba1.5M3M4.5M6M7.5M4569476.864549313.424392934.754530948.624220522.494244908.836839975.876792746.346861088.891. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Memcached

Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.18Set To Get Ratio: 1:5smt dsmt csmt bsmt ano smt bno smt acba900K1800K2700K3600K4500K2527084.872517750.472507331.292520253.002460416.332444886.824155273.464162812.474143044.211. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba2004006008001000437.68437.51439.50439.41438.99438.29962.15962.63962.10MIN: 394.89 / MAX: 478.58MIN: 400.05 / MAX: 473.91MIN: 424.22 / MAX: 477.66MIN: 410.81 / MAX: 465.4MIN: 427.57 / MAX: 484.31MIN: 416.93 / MAX: 496.86MIN: 888.7 / MAX: 1017.92MIN: 893.43 / MAX: 1015.71MIN: 879.24 / MAX: 1018.811. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba20406080100109.23109.36108.89108.93109.04109.0849.7749.7249.721. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba400800120016002000822.50821.93827.03827.07830.04828.671679.031675.961671.46MIN: 717.65 / MAX: 997.43MIN: 725.25 / MAX: 1010.56MIN: 723.77 / MAX: 1003.25MIN: 724.84 / MAX: 1037.91MIN: 722.6 / MAX: 1015.67MIN: 730.29 / MAX: 1036.1MIN: 865.58 / MAX: 1995.12MIN: 1231.52 / MAX: 1967.75MIN: 924.15 / MAX: 1977.461. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba132639526558.0058.0557.6757.7257.4957.5828.3328.4228.471. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba110220330440550228.94227.93230.06230.21228.01229.46500.30500.83499.32MIN: 214.92 / MAX: 248.29MIN: 210.46 / MAX: 252.96MIN: 210.58 / MAX: 251.42MIN: 211.56 / MAX: 253.58MIN: 212.99 / MAX: 267.17MIN: 217.93 / MAX: 265.81MIN: 410.04 / MAX: 531.93MIN: 418.76 / MAX: 546.62MIN: 264.54 / MAX: 537.261. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba50100150200250209.24210.19208.19208.13210.14208.8295.5995.4895.761. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba400800120016002000828.01826.67832.70833.15834.17833.991704.021685.261701.70MIN: 716.19 / MAX: 1018.34MIN: 724.1 / MAX: 1006.75MIN: 723.65 / MAX: 1031.69MIN: 725.84 / MAX: 1017.38MIN: 732.01 / MAX: 1006.46MIN: 723.91 / MAX: 1011.94MIN: 828.99 / MAX: 1969.02MIN: 891.16 / MAX: 1979.37MIN: 1395.71 / MAX: 2063.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba132639526557.6257.7157.3157.2957.1957.1827.8928.2327.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba70140210280350301.92303.25304.08303.33303.74304.21320.05319.96319.98

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba70140210280350316.03315.33314.25314.62308.30308.43149.69149.82149.74

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression Speedsmt dsmt csmt bsmt ano smt bno smt acba300600900120015001479.11475.21483.51495.21483.81483.11470.51467.81472.61. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression Speedsmt dsmt csmt bsmt ano smt bno smt acba51015202519.619.219.518.819.819.819.119.119.11. (CC) gcc options: -O3 -pthread -lz

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba2004006008001000974.99971.90975.50972.52955.24955.161122.061118.441115.76

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba2040608010096.7297.0096.9197.0297.3897.4442.7442.9042.99

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba2468104.914.904.954.924.914.908.378.388.34MIN: 4.51 / MAX: 27.27MIN: 4.5 / MAX: 29.95MIN: 4.54 / MAX: 24.23MIN: 4.52 / MAX: 34.8MIN: 4.49 / MAX: 34.72MIN: 4.46 / MAX: 56.52MIN: 6.83 / MAX: 50.24MIN: 6.4 / MAX: 32.33MIN: 6.61 / MAX: 55.541. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba2K4K6K8K10K9767.999773.269680.449746.089758.749784.095724.815720.905750.741. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

Zstd Compression

Compression Level: 8, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Decompression Speedsmt dsmt csmt bsmt ano smt bno smt acba4008001200160020001677.61683.71676.51682.51682.81684.81675.41673.71677.91. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Compression Speedsmt dsmt csmt bsmt ano smt bno smt acba2004006008001000879.6860.8852.7853.8892.0859.9926.9910.8938.51. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 12 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression Speedsmt dsmt csmt bsmt ano smt bno smt acba4008001200160020001731.21732.31726.31723.71727.81728.01715.61716.71704.81. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 12 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression Speedsmt dsmt csmt bsmt ano smt bno smt acba70140210280350256.2249.8259.1254.1278.2279.9330.1332.0330.81. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 3, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3, Long Mode - Decompression Speedsmt dsmt csmt bsmt ano smt bno smt acba300600900120015001543.61540.91540.41539.51538.81542.51540.91537.51536.61. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 3, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3, Long Mode - Compression Speedsmt dsmt csmt bsmt ano smt bno smt acba20040060080010001059.01046.61038.91051.41032.3955.6916.9909.4892.71. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Decompression Speedsmt dsmt csmt bsmt ano smt bno smt acba4008001200160020001664.21664.01671.01664.31667.61669.71661.91651.01669.31. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Compression Speedsmt dsmt csmt bsmt ano smt bno smt acba300600900120015001024.81005.81122.41023.91234.21227.51241.11239.31233.81. (CC) gcc options: -O3 -pthread -lz

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba2040608010045.3445.3145.6645.7145.7345.8689.4688.6188.71MIN: 39.4 / MAX: 73.83MIN: 39.35 / MAX: 73.19MIN: 38.82 / MAX: 75.65MIN: 39.78 / MAX: 73.33MIN: 39.68 / MAX: 86.83MIN: 39.29 / MAX: 91.13MIN: 42.16 / MAX: 123.4MIN: 47.57 / MAX: 124.67MIN: 44.2 / MAX: 132.861. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba20040060080010001057.741058.571050.371049.161048.741045.81535.78541.03540.411. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

Zstd Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3 - Decompression Speedsmt dsmt csmt bsmt ano smt bno smt acba300600900120015001513.51516.21519.11515.61511.51500.41517.41516.61514.81. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3 - Compression Speedsmt dsmt csmt bsmt ano smt bno smt acba70014002100280035002528.72604.62513.42795.12865.92804.23049.43095.03033.91. (CC) gcc options: -O3 -pthread -lz

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba36912159.269.259.289.289.189.1810.1110.1010.10MIN: 8.12 / MAX: 30.29MIN: 8.12 / MAX: 19.04MIN: 8.13 / MAX: 24.28MIN: 8.1 / MAX: 22.87MIN: 8.21 / MAX: 24.31MIN: 8.17 / MAX: 31.1MIN: 5.43 / MAX: 36.27MIN: 5.47 / MAX: 28.16MIN: 5.46 / MAX: 35.411. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba4K8K12K16K20K20679.6820684.2920610.6220610.2320849.7520836.109485.659496.959494.221. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.14850.2970.44550.5940.74250.530.530.530.530.580.570.660.660.65MIN: 0.5 / MAX: 8.86MIN: 0.5 / MAX: 9.15MIN: 0.5 / MAX: 9.61MIN: 0.5 / MAX: 24.2MIN: 0.5 / MAX: 12.8MIN: 0.5 / MAX: 13.02MIN: 0.31 / MAX: 22.67MIN: 0.32 / MAX: 19.99MIN: 0.32 / MAX: 20.681. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba40K80K120K160K200K172228.34173620.31175754.35173926.92162294.47160545.41112186.25111378.39112346.361. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.24530.49060.73590.98121.22650.970.960.970.971.011.011.091.091.09MIN: 0.86 / MAX: 13.31MIN: 0.87 / MAX: 9.72MIN: 0.87 / MAX: 10.96MIN: 0.87 / MAX: 9.78MIN: 0.86 / MAX: 8.72MIN: 0.86 / MAX: 8.97MIN: 0.49 / MAX: 22.06MIN: 0.48 / MAX: 25.82MIN: 0.49 / MAX: 19.011. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba30K60K90K120K150K149647.68148047.13147582.87148316.88127770.39127833.5274486.0874353.4174495.171. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba2468103.933.933.963.953.953.958.138.138.11MIN: 3.61 / MAX: 23.62MIN: 3.61 / MAX: 42.82MIN: 3.66 / MAX: 32.83MIN: 3.61 / MAX: 34.38MIN: 3.68 / MAX: 42.53MIN: 3.61 / MAX: 38MIN: 3.83 / MAX: 59.87MIN: 5.35 / MAX: 55.84MIN: 5.39 / MAX: 69.871. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba3K6K9K12K15K12172.9212168.0512109.6412117.1612128.3812119.665898.795894.275908.891. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba481216206.005.996.036.026.016.0115.1015.5416.30MIN: 5.21 / MAX: 25.51MIN: 5.13 / MAX: 31.29MIN: 5.17 / MAX: 38.35MIN: 5.27 / MAX: 25.12MIN: 5.02 / MAX: 36.88MIN: 5.2 / MAX: 37.8MIN: 6.94 / MAX: 60.59MIN: 8.28 / MAX: 57.72MIN: 7.91 / MAX: 51.621. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba2K4K6K8K10K7990.477993.187949.057953.217979.827979.053174.043085.532941.471. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba36912154.524.524.544.544.544.549.769.759.76MIN: 4.03 / MAX: 45.52MIN: 4.12 / MAX: 33.17MIN: 4.11 / MAX: 42.14MIN: 4.07 / MAX: 35.16MIN: 4.09 / MAX: 55.78MIN: 4.12 / MAX: 27.91MIN: 4.98 / MAX: 36.12MIN: 5.25 / MAX: 35.53MIN: 5.03 / MAX: 28.11. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUsmt dsmt csmt bsmt ano smt bno smt acba2K4K6K8K10K10587.3010603.8410549.1510544.0310549.2410556.934910.134915.424914.171. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

RocksDB

Test: Random Fill

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 7.9.2Test: Random Fillsmt dsmt csmt bsmt ano smt bno smt acba110K220K330K440K550K4154284160064178824230274682104786295365515346815339271. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

RocksDB

Test: Update Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 7.9.2Test: Update Randomsmt dsmt csmt bsmt ano smt bno smt acba120K240K360K480K600K4205144199854115134131994522284620185435725455565443841. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

RocksDB

Test: Random Fill Sync

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 7.9.2Test: Random Fill Syncsmt dsmt csmt bsmt ano smt bno smt acba90K180K270K360K450K4044633948524012953880523440403506733569223730023766011. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

RocksDB

Test: Read Random Write Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 7.9.2Test: Read Random Write Randomsmt dsmt csmt bsmt ano smt bno smt acba600K1200K1800K2400K3000K1752904161391317614161787682206383120798042910023289196229264581. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

RocksDB

Test: Read While Writing

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 7.9.2Test: Read While Writingsmt dsmt csmt bsmt ano smt bno smt acba3M6M9M12M15M13098097139489141383068915317250791356876438318316379862035292961851. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 7.9.2Test: Random Readsmt dsmt csmt bsmt ano smt bno smt acba300M600M900M1200M1500M1231916197123457051212311680931225662852121354029912096110554680697924668888884682314341. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba2004006008001000966.76971.67969.21970.22955.34956.011117.731116.291116.43

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba2040608010097.8996.9197.3597.2997.3497.4042.9242.8342.96

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.7Video Input: Bosphorus 4K - Video Preset: Fastno smt bno smt acba1.32642.65283.97925.30566.6325.8955.8905.8085.8095.8201. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba306090120150144.91144.47145.27145.40145.36145.35151.39151.60152.14

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba140280420560700660.21662.26658.34658.21647.76649.30316.63316.29314.84

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba71421283530.7230.5830.7530.7530.6430.4230.4930.4630.59

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba70014002100280035003116.093132.383114.433114.683086.363107.301571.831573.751566.56

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba306090120150117.22116.97116.48117.12115.64116.15119.70119.38119.21

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba2004006008001000816.76818.60822.16817.75817.63813.98400.04401.21401.78

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba4812162015.1314.2014.6413.6414.4214.4611.1611.1911.36

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba2040608010066.0870.3868.2973.2969.3369.1189.5589.3487.96

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba1.28282.56563.84845.13126.4145.43415.27735.30535.30045.70155.22625.05735.08595.0715

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba4080120160200183.95189.41188.41188.58175.32191.26197.66196.54197.10

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba81624324033.0531.3131.4631.4833.6031.3328.4728.4928.71

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba81624324030.2531.9331.7831.7629.7531.9135.1235.1034.83

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba2040608010073.6273.3473.3573.3173.2173.2076.6277.3177.34

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba300600900120015001301.181305.711306.581306.671292.801291.97625.55619.94619.75

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba81624324032.1833.9932.2432.3032.1831.9228.5728.7128.62

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba81624324031.0729.4231.0130.9631.0731.3234.9934.8234.93

VP9 libvpx Encoding

Speed: Speed 0 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.13Speed: Speed 0 - Input: Bosphorus 1080psmt dsmt csmt bsmt ano smt bno smt acba4812162013.6813.9713.5714.0813.7214.2814.7614.6714.691. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba51015202521.3620.4921.7421.0320.4220.7416.5216.6716.58

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba142842567046.7848.7745.9647.5148.9348.1860.4959.9260.25

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba112233445542.4842.5542.6542.9542.8442.8147.2947.3547.46

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba50010001500200025002255.422253.142245.802230.312203.162204.751013.741012.351009.85

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba20406080100102.76102.10103.19103.09100.42100.24109.25109.11108.68

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Streamsmt dsmt csmt bsmt ano smt bno smt acba2004006008001000931.82937.99927.68929.02938.91941.24438.44439.04440.85

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba4812162013.2314.2512.9112.8313.9013.8610.1410.1410.08

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba2040608010075.5270.1477.4177.8871.8972.1398.5998.6299.15

VP9 libvpx Encoding

Speed: Speed 5 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.13Speed: Speed 5 - Input: Bosphorus 4Ksmt dsmt csmt bsmt ano smt bno smt acba4812162015.1115.3814.2713.9014.5014.4817.4617.3717.361. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba2468107.06407.35506.88447.52256.41747.58565.16965.16335.1812

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba4080120160200141.47135.89145.17132.87155.74131.76193.31193.53192.88

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba36912159.365610.38528.35068.19149.93959.88998.80049.57939.5962

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba306090120150106.6596.17119.60121.92100.51101.01113.51104.29104.12

Neural Magic DeepSparse

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

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba2468107.14906.10577.30547.18656.06506.01185.50075.49805.3018

Neural Magic DeepSparse

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

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Streamsmt dsmt csmt bsmt ano smt bno smt acba4080120160200139.82163.71136.83139.10164.81166.27181.72181.81188.54

Stress-NG

Test: Pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Pthreadsmt dsmt csmt bsmt ano smt bno smt acba40K80K120K160K200K91735.7577834.39180407.5974978.5167451.3068076.03109609.15109356.78109397.781. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Atomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Atomicsmt dsmt csmt bsmt ano smt bno smt acba90180270360450182.80184.24186.64184.34395.95400.03183.33223.29174.721. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: NUMA

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: NUMAsmt dsmt csmt bsmt ano smt bno smt acba11022033044055024.7124.7924.7724.8219.7820.51478.05498.67483.901. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Context Switching

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Context Switchingsmt dsmt csmt bsmt ano smt bno smt acba10M20M30M40M50M12728401.4512328933.6512221058.3412895047.7344683906.6847222624.4916862185.5416313126.8618941003.971. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Forking

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Forkingsmt dsmt csmt bsmt ano smt bno smt acba14K28K42K56K70K34685.8534917.3936020.1636266.0245685.2843094.9664299.6258664.9758156.361. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Semaphores

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Semaphoressmt dsmt csmt bsmt ano smt bno smt acba4M8M12M16M20M19842969.2819866440.8619927313.5220047519.0513192391.8513141129.6818088584.6718100474.3618128283.291. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Crypto

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Cryptosmt dsmt csmt bsmt ano smt bno smt acba100K200K300K400K500K468006.00468159.21466609.22466292.12437065.75435615.35203095.44203147.15203073.151. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Poll

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Pollsmt dsmt csmt bsmt ano smt bno smt acba3M6M9M12M15M15403597.2415228320.0715341564.1615359471.7310393402.0110458275.2412676101.4112661687.4612653709.641. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: CPU Cache

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: CPU Cachesmt dsmt csmt bsmt ano smt bno smt acba2040608010040.5642.5544.3847.5855.8440.9497.0467.2177.511. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Memory Copying

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Memory Copyingsmt dsmt csmt bsmt ano smt bno smt acba4K8K12K16K20K13370.3315077.6915430.1815914.1010949.9011342.6920297.9120340.4020106.511. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Socket Activity

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Socket Activitysmt dsmt csmt bsmt ano smt bno smt acba2K4K6K8K10K8864.788747.838750.618748.998924.108968.288876.108851.658873.581. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Malloc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Mallocsmt dsmt csmt bsmt ano smt bno smt acba140M280M420M560M700M640853365.54639757070.52634995429.66634718750.41456651508.04456657338.84313768771.26314418461.02312709034.051. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: MEMFD

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: MEMFDsmt dsmt csmt bsmt ano smt bno smt acba120240360480600394.49413.34564.05464.70308.67303.56507.97507.74518.461. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Futex

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Futexsmt dsmt csmt bsmt ano smt bno smt acba800K1600K2400K3200K4000K2077119.762067499.582396325.932333781.393802292.603746361.522794473.752805836.522794694.371. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Hash

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Hashsmt dsmt csmt bsmt ano smt bno smt acba9M18M27M36M45M41965286.0641972765.9341989522.6841966139.6727422305.5327408413.1018961773.1818955118.1018954936.001. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Matrix Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Matrix Mathsmt dsmt csmt bsmt ano smt bno smt acba200K400K600K800K1000K951700.17952461.48946660.88946032.88925984.24932248.18382328.50382304.04382305.691. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: CPU Stress

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: CPU Stresssmt dsmt csmt bsmt ano smt bno smt acba110K220K330K440K550K489998.75490300.48487987.32487359.39326819.72328297.04217304.19217072.27205134.871. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: MMAP

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: MMAPsmt dsmt csmt bsmt ano smt bno smt acba2K4K6K8K10K7273.197633.169017.128360.763591.714520.481668.921664.751663.081. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: System V Message Passing

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: System V Message Passingsmt dsmt csmt bsmt ano smt bno smt acba3M6M9M12M15M12418451.718609357.688586858.5110103952.137372780.727402514.7410475486.3910471889.9710473084.091. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Vector Mathsmt dsmt csmt bsmt ano smt bno smt acba300K600K900K1200K1500K1300693.931295970.281291704.571291689.33920642.34920216.27556833.50556797.27556875.591. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: SENDFILE

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: SENDFILEsmt dsmt csmt bsmt ano smt bno smt acba900K1800K2700K3600K4500K4351920.424351871.124329824.384329963.263282827.503284433.201891202.371913590.771950323.961. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Function Call

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Function Callsmt dsmt csmt bsmt ano smt bno smt acba300K600K900K1200K1500K1425621.441422505.511413555.441414423.65829445.38829106.63621041.93621003.92621015.341. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Glibc C String Functions

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Glibc C String Functionssmt dsmt csmt bsmt ano smt bno smt acba8M16M24M32M40M36111781.8234602827.7735996976.1335687958.3728009942.5626755146.6916537965.1416168655.1716257100.251. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Glibc Qsort Data Sorting

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Glibc Qsort Data Sortingsmt dsmt csmt bsmt ano smt bno smt acba60012001800240030002516.092517.262520.382564.481963.751978.801125.861132.351122.391. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

Stress-NG

Test: Mutex

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Mutexsmt dsmt csmt bsmt ano smt bno smt acba30M60M90M120M150M137579874.56138939958.50135855921.28136339636.9165500297.7363581395.6759929401.4060031543.9759479783.641. (CC) gcc options: -std=gnu99 -O2 -lm -lc -lcrypt -ldl -lrt -pthread

VVenC

Video Input: Bosphorus 4K - Video Preset: Faster

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.7Video Input: Bosphorus 4K - Video Preset: Fasterno smt bno smt acba369121512.3112.4812.4012.3912.341. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

VVenC

Video Input: Bosphorus 1080p - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.7Video Input: Bosphorus 1080p - Video Preset: Fastno smt bno smt acba369121512.3712.3612.4412.4012.441. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2023Implementation: MPI CPU - Input: water_GMX50_baresmt dsmt csmt bsmt ano smt bno smt acba51015202519.0819.0519.0218.8218.8419.1810.5910.6110.571. (CXX) g++ options: -O3

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba51015202520.9726021.0301020.5720020.269509.317519.252927.381167.282437.35746MIN: 18.21MIN: 17.96MIN: 18.25MIN: 17.68MIN: 8.07MIN: 7.79MIN: 6.77MIN: 6.58MIN: 4.851. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.62131.24261.86392.48523.10652.673032.702352.761402.708071.700571.650411.822641.841721.83147MIN: 2.09MIN: 2.27MIN: 2.46MIN: 2.09MIN: 1.5MIN: 1.41MIN: 1.71MIN: 1.76MIN: 1.731. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.27750.5550.83251.111.38751.2334001.2014601.1813501.2004900.6705740.6643590.5568510.5519660.555277MIN: 1.08MIN: 1.08MIN: 1.08MIN: 1.04MIN: 0.55MIN: 0.56MIN: 0.53MIN: 0.49MIN: 0.531. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

VP9 libvpx Encoding

Speed: Speed 5 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.13Speed: Speed 5 - Input: Bosphorus 1080psmt dsmt csmt bsmt ano smt bno smt acba71421283529.6629.5429.6029.5429.7129.6229.4629.5029.371. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigsmt dsmt csmt bsmt ano smt bno smt acba61218243017.0817.0517.0217.3817.5917.6125.6825.7525.77

uvg266

Video Input: Bosphorus 4K - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Slowsmt dsmt csmt bsmt ano smt bno smt acba112233445546.2546.3446.2545.5634.6834.5929.4129.2929.37

uvg266

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Mediumsmt dsmt csmt bsmt ano smt bno smt acba112233445546.2146.5746.6247.5638.6538.3833.1033.1333.03

oneDNN

Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba36912158.260789.349817.422707.605661.931262.040031.886861.923402.01581MIN: 7.09MIN: 7.73MIN: 6.44MIN: 6.54MIN: 1.77MIN: 1.78MIN: 1.68MIN: 1.72MIN: 1.811. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba51015202511.7573018.6594019.5490015.421007.988616.192573.830179.195708.74576MIN: 8.17MIN: 11.23MIN: 10.67MIN: 10.4MIN: 3.88MIN: 3.65MIN: 2.72MIN: 4.13MIN: 3.651. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba369121512.1571012.013007.3014711.432604.793024.878834.397204.278583.11497MIN: 8.52MIN: 8.02MIN: 5.77MIN: 7.59MIN: 3.4MIN: 3.53MIN: 3.21MIN: 3.37MIN: 2.471. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

VVenC

Video Input: Bosphorus 1080p - Video Preset: Faster

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.7Video Input: Bosphorus 1080p - Video Preset: Fasterno smt bno smt acba71421283528.5228.6930.0829.8530.041. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.14290.28580.42870.57160.71450.6271330.6349920.6209070.6217760.3404980.3167790.2854320.2913870.290200MIN: 0.4MIN: 0.55MIN: 0.41MIN: 0.45MIN: 0.28MIN: 0.25MIN: 0.24MIN: 0.23MIN: 0.251. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.15210.30420.45630.60840.76050.6721150.6761240.6756640.6744550.3472310.3428360.3531750.3568750.357017MIN: 0.49MIN: 0.49MIN: 0.55MIN: 0.49MIN: 0.3MIN: 0.28MIN: 0.31MIN: 0.31MIN: 0.311. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.13560.27120.40680.54240.6780.6028310.5932990.6001990.5917380.2935640.3166650.2629200.2633730.263997MIN: 0.48MIN: 0.39MIN: 0.38MIN: 0.43MIN: 0.22MIN: 0.24MIN: 0.2MIN: 0.2MIN: 0.181. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Slowsmt dsmt csmt bsmt ano smt bno smt acba153045607566.0865.4966.2264.6347.4347.1340.7640.8640.631. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Mediumsmt dsmt csmt bsmt ano smt bno smt acba153045607565.4965.5965.6965.5647.9347.9741.4741.3941.401. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Timed FFmpeg Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 6.0Time To Compilesmt dsmt csmt bsmt ano smt bno smt acba369121510.3710.4110.2610.3810.6610.6012.4712.4312.57

uvg266

Video Input: Bosphorus 4K - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Very Fastsmt dsmt csmt bsmt ano smt bno smt acba153045607557.5257.4457.8659.3058.0957.1369.0468.7968.82

uvg266

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra Fastsmt dsmt csmt bsmt ano smt bno smt acba163248648058.7657.3357.5157.9657.2357.7871.1370.6870.56

uvg266

Video Input: Bosphorus 4K - Video Preset: Super Fast

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super Fastsmt dsmt csmt bsmt ano smt bno smt acba163248648058.6658.3459.2059.0658.3359.8369.9269.0069.33

oneDNN

Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.81041.62082.43123.24164.0523.505633.601943.494533.391512.123792.196451.567421.562571.56461MIN: 3.19MIN: 3.08MIN: 3.11MIN: 2.93MIN: 1.9MIN: 2MIN: 1.39MIN: 1.41MIN: 1.411. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.80921.61842.42763.23684.0462.974273.365353.596433.388332.028332.022861.638601.729751.87777MIN: 2.3MIN: 2.7MIN: 2.7MIN: 2.76MIN: 1.43MIN: 1.56MIN: 1.2MIN: 1.27MIN: 1.231. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.2240.4480.6720.8961.120.9750910.9957100.9717040.9753570.6290260.5560690.5469910.5130680.534450MIN: 0.91MIN: 0.87MIN: 0.82MIN: 0.92MIN: 0.51MIN: 0.46MIN: 0.5MIN: 0.47MIN: 0.491. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very Fastsmt dsmt csmt bsmt ano smt bno smt acba2040608010073.2473.5774.1175.9169.9470.0280.3181.6180.901. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Super Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super Fastsmt dsmt csmt bsmt ano smt bno smt acba2040608010075.5078.7276.7076.6474.0375.5084.5580.6881.901. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra Fastsmt dsmt csmt bsmt ano smt bno smt acba2040608010078.8576.1477.0077.9674.3776.0582.7084.7783.451. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

uvg266

Video Input: Bosphorus 1080p - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Slowsmt dsmt csmt bsmt ano smt bno smt acba2040608010080.0079.6379.9580.1788.1387.1581.1081.4181.16

uvg266

Video Input: Bosphorus 1080p - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Mediumsmt dsmt csmt bsmt ano smt bno smt acba2040608010088.9189.1689.7089.4096.6798.2191.2991.4791.37

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.09180.18360.27540.36720.4590.3892230.3943770.4080740.4074300.2557960.2548450.3122890.3127210.311405MIN: 0.29MIN: 0.29MIN: 0.27MIN: 0.27MIN: 0.18MIN: 0.18MIN: 0.28MIN: 0.28MIN: 0.31. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.1560.3120.4680.6240.780.6306300.5451180.5517830.5385390.4003250.4035900.6926670.6890640.693367MIN: 0.48MIN: 0.45MIN: 0.49MIN: 0.48MIN: 0.38MIN: 0.38MIN: 0.65MIN: 0.64MIN: 0.641. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.13020.26040.39060.52080.6510.4575540.4478200.4502610.4514720.2912290.2916870.4171880.5784660.415446MIN: 0.34MIN: 0.37MIN: 0.37MIN: 0.4MIN: 0.27MIN: 0.27MIN: 0.4MIN: 0.4MIN: 0.41. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Slowsmt dsmt csmt bsmt ano smt bno smt acba4080120160200135.56135.80136.33132.67159.79155.56140.10139.07139.921. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Mediumsmt dsmt csmt bsmt ano smt bno smt acba4080120160200136.42140.89138.33140.78161.40159.63143.81144.21143.311. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.26330.52660.78991.05321.31650.9739840.9728630.9735550.9785900.6513010.6642951.1691901.1669601.170040MIN: 0.92MIN: 0.92MIN: 0.92MIN: 0.93MIN: 0.62MIN: 0.63MIN: 1.07MIN: 1.07MIN: 1.071. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.16030.32060.48090.64120.80150.6803950.6767980.6727680.6725850.4611740.4623860.7085630.7124950.711588MIN: 0.53MIN: 0.53MIN: 0.53MIN: 0.52MIN: 0.43MIN: 0.42MIN: 0.67MIN: 0.68MIN: 0.681. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUsmt dsmt csmt bsmt ano smt bno smt acba0.06880.13760.20640.27520.3440.2478250.2759170.2910870.2796380.1648450.1603610.3055990.3057310.304972MIN: 0.23MIN: 0.23MIN: 0.23MIN: 0.23MIN: 0.15MIN: 0.15MIN: 0.28MIN: 0.28MIN: 0.281. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

uvg266

Video Input: Bosphorus 1080p - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Very Fastsmt dsmt csmt bsmt ano smt bno smt acba50100150200250181.83192.25209.55183.99183.75196.25237.44234.68234.95

uvg266

Video Input: Bosphorus 1080p - Video Preset: Super Fast

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Super Fastsmt dsmt csmt bsmt ano smt bno smt acba50100150200250218.91178.78220.79178.49216.15181.67237.96239.92238.68

uvg266

Video Input: Bosphorus 1080p - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Ultra Fastsmt dsmt csmt bsmt ano smt bno smt acba50100150200250224.31218.28179.56216.15209.85186.24238.77240.91240.98

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Very Fastsmt dsmt csmt bsmt ano smt bno smt acba60120180240300270.76243.36274.63250.71268.77269.62291.03290.59296.931. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Super Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Super Fastsmt dsmt csmt bsmt ano smt bno smt acba70140210280350256.45288.09267.04296.72280.18288.41301.40303.99307.491. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Ultra Fastsmt dsmt csmt bsmt ano smt bno smt acba70140210280350303.63303.43295.18302.55271.45278.62309.64305.52310.731. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Phoronix Test Suite v10.8.5