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.

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 Fillabcno smt ano smt bsmt asmt bsmt csmt d120K240K360K480K600K5422565453965445654657004640444141684137084142824140471. (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 Scalarabcno smt ano smt bsmt asmt bsmt csmt d2004006008001000556557549647652764810793781MIN: 61 / MAX: 5994MIN: 61 / MAX: 6019MIN: 60 / MAX: 5475MIN: 101 / MAX: 4024MIN: 102 / MAX: 3990MIN: 139 / MAX: 3808MIN: 138 / MAX: 3650MIN: 139 / MAX: 3583MIN: 139 / MAX: 3776

OpenVKL

Benchmark: vklBenchmark ISPC

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCabcno smt ano smt bsmt asmt bsmt csmt d30060090012001500108910751066109811081318124312351238MIN: 179 / MAX: 7194MIN: 179 / MAX: 6442MIN: 180 / MAX: 6427MIN: 297 / MAX: 4284MIN: 297 / MAX: 4208MIN: 391 / MAX: 3855MIN: 390 / MAX: 3501MIN: 392 / MAX: 4332MIN: 392 / MAX: 3738

ClickHouse

100M Rows Hits Dataset, Third Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third Runabcno smt ano smt bsmt asmt bsmt csmt d140280420560700625.16628.37636.18665.00662.01534.82538.63530.47527.80MIN: 57.69 / MAX: 6000MIN: 58.37 / MAX: 6666.67MIN: 58.03 / MAX: 6666.67MIN: 85.84 / MAX: 6000MIN: 86.33 / MAX: 6000MIN: 91.32 / MAX: 6000MIN: 89.82 / MAX: 6000MIN: 92.02 / MAX: 5454.55MIN: 81.52 / 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 Runabcno smt ano smt bsmt asmt bsmt csmt d140280420560700625.91627.20621.88666.43649.52524.04527.88524.75515.11MIN: 56.13 / MAX: 7500MIN: 58.54 / MAX: 6000MIN: 58.54 / MAX: 6666.67MIN: 85.11 / MAX: 6666.67MIN: 86.46 / MAX: 6000MIN: 90.5 / MAX: 6666.67MIN: 90.63 / MAX: 6666.67MIN: 90.23 / MAX: 6000MIN: 88.5 / MAX: 6000

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 Cacheabcno smt ano smt bsmt asmt bsmt csmt d140280420560700600.70610.79614.24635.48622.73500.13516.09495.85500.12MIN: 57.75 / MAX: 6000MIN: 58.14 / MAX: 6666.67MIN: 57.14 / MAX: 6666.67MIN: 85.35 / MAX: 6000MIN: 83.22 / MAX: 5454.55MIN: 65.15 / MAX: 6000MIN: 89.55 / MAX: 6000MIN: 51.06 / MAX: 6000MIN: 69.61 / 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 4Kabcno smt ano smt bsmt asmt bsmt csmt d2468107.687.717.707.047.167.246.976.927.151. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d7001400210028003500671.69670.20671.23913.20903.363269.053249.283153.223171.15MIN: 664.46MIN: 663.54MIN: 662.9MIN: 884.92MIN: 874.93MIN: 3243.11MIN: 3226.78MIN: 3059.88MIN: 3148.291. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d7001400210028003500675.92668.95667.95973.32939.553133.653222.933185.643172.19MIN: 668.99MIN: 662.29MIN: 660.93MIN: 937.3MIN: 904.78MIN: 3037.06MIN: 2927.41MIN: 2949.58MIN: 3155.851. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d7001400210028003500674.09671.65669.15930.26901.043187.003034.623011.213349.36MIN: 667.01MIN: 664.19MIN: 661.71MIN: 898.89MIN: 864.28MIN: 3034.82MIN: 2821.2MIN: 2853.26MIN: 3325.751. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d400800120016002000907.49903.27906.141148.261124.751912.161890.281888.211957.77MIN: 897.95MIN: 894.76MIN: 898.41MIN: 1108.42MIN: 1091.36MIN: 1891.03MIN: 1864.29MIN: 1860.29MIN: 1929.471. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d400800120016002000909.69917.08911.761147.341139.631888.101894.071925.681912.74MIN: 901.1MIN: 909.14MIN: 901.88MIN: 1109.85MIN: 1100.83MIN: 1865.76MIN: 1870.66MIN: 1901.2MIN: 1890.931. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d400800120016002000911.25912.11915.081151.251119.171830.411937.651926.151883.76MIN: 903.01MIN: 902.43MIN: 906.26MIN: 1070.35MIN: 1086.08MIN: 1807.97MIN: 1908.65MIN: 1901.09MIN: 1850.751. (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 Speedabcno smt ano smt bsmt asmt bsmt csmt d300600900120015001383.71378.21384.01395.81397.61393.51392.41389.01391.71. (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 Speedabcno smt ano smt bsmt asmt bsmt csmt d36912159.229.299.309.399.769.789.879.829.811. (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: 1:100abcno smt ano smt bsmt asmt bsmt csmt d1000K2000K3000K4000K5000K4878860.004876951.364852421.673192061.683216133.914383314.654357453.764394194.494403267.421. (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: 1:10abcno smt ano smt bsmt asmt bsmt csmt d1.5M3M4.5M6M7.5M6861088.896792746.346839975.874244908.834220522.494530948.624392934.754549313.424569476.861. (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: 1:5abcno smt ano smt bsmt asmt bsmt csmt d900K1800K2700K3600K4500K4143044.214162812.474155273.462444886.822460416.332520253.002507331.292517750.472527084.871. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d2004006008001000962.10962.63962.15438.29438.99439.41439.50437.51437.68MIN: 879.24 / MAX: 1018.81MIN: 893.43 / MAX: 1015.71MIN: 888.7 / MAX: 1017.92MIN: 416.93 / MAX: 496.86MIN: 427.57 / MAX: 484.31MIN: 410.81 / MAX: 465.4MIN: 424.22 / MAX: 477.66MIN: 400.05 / MAX: 473.91MIN: 394.89 / MAX: 478.581. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d2040608010049.7249.7249.77109.08109.04108.93108.89109.36109.231. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d4008001200160020001671.461675.961679.03828.67830.04827.07827.03821.93822.50MIN: 924.15 / MAX: 1977.46MIN: 1231.52 / MAX: 1967.75MIN: 865.58 / MAX: 1995.12MIN: 730.29 / MAX: 1036.1MIN: 722.6 / MAX: 1015.67MIN: 724.84 / MAX: 1037.91MIN: 723.77 / MAX: 1003.25MIN: 725.25 / MAX: 1010.56MIN: 717.65 / MAX: 997.431. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d132639526528.4728.4228.3357.5857.4957.7257.6758.0558.001. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d110220330440550499.32500.83500.30229.46228.01230.21230.06227.93228.94MIN: 264.54 / MAX: 537.26MIN: 418.76 / MAX: 546.62MIN: 410.04 / MAX: 531.93MIN: 217.93 / MAX: 265.81MIN: 212.99 / MAX: 267.17MIN: 211.56 / MAX: 253.58MIN: 210.58 / MAX: 251.42MIN: 210.46 / MAX: 252.96MIN: 214.92 / MAX: 248.291. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d5010015020025095.7695.4895.59208.82210.14208.13208.19210.19209.241. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d4008001200160020001701.701685.261704.02833.99834.17833.15832.70826.67828.01MIN: 1395.71 / MAX: 2063.97MIN: 891.16 / MAX: 1979.37MIN: 828.99 / MAX: 1969.02MIN: 723.91 / MAX: 1011.94MIN: 732.01 / MAX: 1006.46MIN: 725.84 / MAX: 1017.38MIN: 723.65 / MAX: 1031.69MIN: 724.1 / MAX: 1006.75MIN: 716.19 / MAX: 1018.341. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d132639526527.9728.2327.8957.1857.1957.2957.3157.7157.621. (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-Streamabcno smt ano smt bsmt asmt bsmt csmt d70140210280350319.98319.96320.05304.21303.74303.33304.08303.25301.92

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d70140210280350149.74149.82149.69308.43308.30314.62314.25315.33316.03

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression Speedabcno smt ano smt bsmt asmt bsmt csmt d300600900120015001472.61467.81470.51483.11483.81495.21483.51475.21479.11. (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 Speedabcno smt ano smt bsmt asmt bsmt csmt d51015202519.119.119.119.819.818.819.519.219.61. (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-Streamabcno smt ano smt bsmt asmt bsmt csmt d20040060080010001115.761118.441122.06955.16955.24972.52975.50971.90974.99

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d2040608010042.9942.9042.7497.4497.3897.0296.9197.0096.72

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUabcno smt ano smt bsmt asmt bsmt csmt d2468108.348.388.374.904.914.924.954.904.91MIN: 6.61 / MAX: 55.54MIN: 6.4 / MAX: 32.33MIN: 6.83 / MAX: 50.24MIN: 4.46 / MAX: 56.52MIN: 4.49 / MAX: 34.72MIN: 4.52 / MAX: 34.8MIN: 4.54 / MAX: 24.23MIN: 4.5 / MAX: 29.95MIN: 4.51 / MAX: 27.271. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d2K4K6K8K10K5750.745720.905724.819784.099758.749746.089680.449773.269767.991. (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 Speedabcno smt ano smt bsmt asmt bsmt csmt d4008001200160020001677.91673.71675.41684.81682.81682.51676.51683.71677.61. (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 Speedabcno smt ano smt bsmt asmt bsmt csmt d2004006008001000938.5910.8926.9859.9892.0853.8852.7860.8879.61. (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 Speedabcno smt ano smt bsmt asmt bsmt csmt d4008001200160020001704.81716.71715.61728.01727.81723.71726.31732.31731.21. (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 Speedabcno smt ano smt bsmt asmt bsmt csmt d70140210280350330.8332.0330.1279.9278.2254.1259.1249.8256.21. (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 Speedabcno smt ano smt bsmt asmt bsmt csmt d300600900120015001536.61537.51540.91542.51538.81539.51540.41540.91543.61. (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 Speedabcno smt ano smt bsmt asmt bsmt csmt d2004006008001000892.7909.4916.9955.61032.31051.41038.91046.61059.01. (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 Speedabcno smt ano smt bsmt asmt bsmt csmt d4008001200160020001669.31651.01661.91669.71667.61664.31671.01664.01664.21. (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 Speedabcno smt ano smt bsmt asmt bsmt csmt d300600900120015001233.81239.31241.11227.51234.21023.91122.41005.81024.81. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d2040608010088.7188.6189.4645.8645.7345.7145.6645.3145.34MIN: 44.2 / MAX: 132.86MIN: 47.57 / MAX: 124.67MIN: 42.16 / MAX: 123.4MIN: 39.29 / MAX: 91.13MIN: 39.68 / MAX: 86.83MIN: 39.78 / MAX: 73.33MIN: 38.82 / MAX: 75.65MIN: 39.35 / MAX: 73.19MIN: 39.4 / MAX: 73.831. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d2004006008001000540.41541.03535.781045.811048.741049.161050.371058.571057.741. (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 Speedabcno smt ano smt bsmt asmt bsmt csmt d300600900120015001514.81516.61517.41500.41511.51515.61519.11516.21513.51. (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 Speedabcno smt ano smt bsmt asmt bsmt csmt d70014002100280035003033.93095.03049.42804.22865.92795.12513.42604.62528.71. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d369121510.1010.1010.119.189.189.289.289.259.26MIN: 5.46 / MAX: 35.41MIN: 5.47 / MAX: 28.16MIN: 5.43 / MAX: 36.27MIN: 8.17 / MAX: 31.1MIN: 8.21 / MAX: 24.31MIN: 8.1 / MAX: 22.87MIN: 8.13 / MAX: 24.28MIN: 8.12 / MAX: 19.04MIN: 8.12 / MAX: 30.291. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d4K8K12K16K20K9494.229496.959485.6520836.1020849.7520610.2320610.6220684.2920679.681. (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.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.14850.2970.44550.5940.74250.650.660.660.570.580.530.530.530.53MIN: 0.32 / MAX: 20.68MIN: 0.32 / MAX: 19.99MIN: 0.31 / MAX: 22.67MIN: 0.5 / MAX: 13.02MIN: 0.5 / MAX: 12.8MIN: 0.5 / MAX: 24.2MIN: 0.5 / MAX: 9.61MIN: 0.5 / MAX: 9.15MIN: 0.5 / MAX: 8.861. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d40K80K120K160K200K112346.36111378.39112186.25160545.41162294.47173926.92175754.35173620.31172228.341. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.24530.49060.73590.98121.22651.091.091.091.011.010.970.970.960.97MIN: 0.49 / MAX: 19.01MIN: 0.48 / MAX: 25.82MIN: 0.49 / MAX: 22.06MIN: 0.86 / MAX: 8.97MIN: 0.86 / MAX: 8.72MIN: 0.87 / MAX: 9.78MIN: 0.87 / MAX: 10.96MIN: 0.87 / MAX: 9.72MIN: 0.86 / MAX: 13.311. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d30K60K90K120K150K74495.1774353.4174486.08127833.52127770.39148316.88147582.87148047.13149647.681. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d2468108.118.138.133.953.953.953.963.933.93MIN: 5.39 / MAX: 69.87MIN: 5.35 / MAX: 55.84MIN: 3.83 / MAX: 59.87MIN: 3.61 / MAX: 38MIN: 3.68 / MAX: 42.53MIN: 3.61 / MAX: 34.38MIN: 3.66 / MAX: 32.83MIN: 3.61 / MAX: 42.82MIN: 3.61 / MAX: 23.621. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d3K6K9K12K15K5908.895894.275898.7912119.6612128.3812117.1612109.6412168.0512172.921. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d4812162016.3015.5415.106.016.016.026.035.996.00MIN: 7.91 / MAX: 51.62MIN: 8.28 / MAX: 57.72MIN: 6.94 / MAX: 60.59MIN: 5.2 / MAX: 37.8MIN: 5.02 / MAX: 36.88MIN: 5.27 / MAX: 25.12MIN: 5.17 / MAX: 38.35MIN: 5.13 / MAX: 31.29MIN: 5.21 / MAX: 25.511. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d2K4K6K8K10K2941.473085.533174.047979.057979.827953.217949.057993.187990.471. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d36912159.769.759.764.544.544.544.544.524.52MIN: 5.03 / MAX: 28.1MIN: 5.25 / MAX: 35.53MIN: 4.98 / MAX: 36.12MIN: 4.12 / MAX: 27.91MIN: 4.09 / MAX: 55.78MIN: 4.07 / MAX: 35.16MIN: 4.11 / MAX: 42.14MIN: 4.12 / MAX: 33.17MIN: 4.03 / MAX: 45.521. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d2K4K6K8K10K4914.174915.424910.1310556.9310549.2410544.0310549.1510603.8410587.301. (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 Fillabcno smt ano smt bsmt asmt bsmt csmt d110K220K330K440K550K5339275346815365514786294682104230274178824160064154281. (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 Randomabcno smt ano smt bsmt asmt bsmt csmt d120K240K360K480K600K5443845455565435724620184522284131994115134199854205141. (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 Syncabcno smt ano smt bsmt asmt bsmt csmt d90K180K270K360K450K3766013730023569223506733440403880524012953948524044631. (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 Randomabcno smt ano smt bsmt asmt bsmt csmt d600K1200K1800K2400K3000K2926458289196229100232079804206383117876821761416161391317529041. (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 Writingabcno smt ano smt bsmt asmt bsmt csmt d3M6M9M12M15M92961858620352831637976438317913568153172501383068913948914130980971. (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 Readabcno smt ano smt bsmt asmt bsmt csmt d300M600M900M1200M1500M4682314344668888884680697921209611055121354029912256628521231168093123457051212319161971. (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-Streamabcno smt ano smt bsmt asmt bsmt csmt d20040060080010001116.431116.291117.73956.01955.34970.22969.21971.67966.76

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d2040608010042.9642.8342.9297.4097.3497.2997.3596.9197.89

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.7Video Input: Bosphorus 4K - Video Preset: Fastabcno smt ano smt b1.32642.65283.97925.30566.6325.8205.8095.8085.8905.8951. (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-Streamabcno smt ano smt bsmt asmt bsmt csmt d306090120150152.14151.60151.39145.35145.36145.40145.27144.47144.91

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d140280420560700314.84316.29316.63649.30647.76658.21658.34662.26660.21

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d71421283530.5930.4630.4930.4230.6430.7530.7530.5830.72

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d70014002100280035001566.561573.751571.833107.303086.363114.683114.433132.383116.09

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d306090120150119.21119.38119.70116.15115.64117.12116.48116.97117.22

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d2004006008001000401.78401.21400.04813.98817.63817.75822.16818.60816.76

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d4812162011.3611.1911.1614.4614.4213.6414.6414.2015.13

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d2040608010087.9689.3489.5569.1169.3373.2968.2970.3866.08

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d1.28282.56563.84845.13126.4145.07155.08595.05735.22625.70155.30045.30535.27735.4341

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d4080120160200197.10196.54197.66191.26175.32188.58188.41189.41183.95

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d81624324028.7128.4928.4731.3333.6031.4831.4631.3133.05

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d81624324034.8335.1035.1231.9129.7531.7631.7831.9330.25

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d2040608010077.3477.3176.6273.2073.2173.3173.3573.3473.62

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d30060090012001500619.75619.94625.551291.971292.801306.671306.581305.711301.18

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d81624324028.6228.7128.5731.9232.1832.3032.2433.9932.18

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d81624324034.9334.8234.9931.3231.0730.9631.0129.4231.07

VP9 libvpx Encoding

Speed: Speed 0 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.13Speed: Speed 0 - Input: Bosphorus 1080pabcno smt ano smt bsmt asmt bsmt csmt d4812162014.6914.6714.7614.2813.7214.0813.5713.9713.681. (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-Streamabcno smt ano smt bsmt asmt bsmt csmt d51015202516.5816.6716.5220.7420.4221.0321.7420.4921.36

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d142842567060.2559.9260.4948.1848.9347.5145.9648.7746.78

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d112233445547.4647.3547.2942.8142.8442.9542.6542.5542.48

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d50010001500200025001009.851012.351013.742204.752203.162230.312245.802253.142255.42

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d20406080100108.68109.11109.25100.24100.42103.09103.19102.10102.76

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d2004006008001000440.85439.04438.44941.24938.91929.02927.68937.99931.82

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d4812162010.0810.1410.1413.8613.9012.8312.9114.2513.23

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d2040608010099.1598.6298.5972.1371.8977.8877.4170.1475.52

VP9 libvpx Encoding

Speed: Speed 5 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.13Speed: Speed 5 - Input: Bosphorus 4Kabcno smt ano smt bsmt asmt bsmt csmt d4812162017.3617.3717.4614.4814.5013.9014.2715.3815.111. (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-Streamabcno smt ano smt bsmt asmt bsmt csmt d2468105.18125.16335.16967.58566.41747.52256.88447.35507.0640

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d4080120160200192.88193.53193.31131.76155.74132.87145.17135.89141.47

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d36912159.59629.57938.80049.88999.93958.19148.350610.38529.3656

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d306090120150104.12104.29113.51101.01100.51121.92119.6096.17106.65

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d2468105.30185.49805.50076.01186.06507.18657.30546.10577.1490

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-Streamabcno smt ano smt bsmt asmt bsmt csmt d4080120160200188.54181.81181.72166.27164.81139.10136.83163.71139.82

Stress-NG

Test: Pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.15.04Test: Pthreadabcno smt ano smt bsmt asmt bsmt csmt d40K80K120K160K200K109397.78109356.78109609.1568076.0367451.3074978.51180407.5977834.3991735.751. (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: Atomicabcno smt ano smt bsmt asmt bsmt csmt d90180270360450174.72223.29183.33400.03395.95184.34186.64184.24182.801. (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: NUMAabcno smt ano smt bsmt asmt bsmt csmt d110220330440550483.90498.67478.0520.5119.7824.8224.7724.7924.711. (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 Switchingabcno smt ano smt bsmt asmt bsmt csmt d10M20M30M40M50M18941003.9716313126.8616862185.5447222624.4944683906.6812895047.7312221058.3412328933.6512728401.451. (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: Forkingabcno smt ano smt bsmt asmt bsmt csmt d14K28K42K56K70K58156.3658664.9764299.6243094.9645685.2836266.0236020.1634917.3934685.851. (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: Semaphoresabcno smt ano smt bsmt asmt bsmt csmt d4M8M12M16M20M18128283.2918100474.3618088584.6713141129.6813192391.8520047519.0519927313.5219866440.8619842969.281. (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: Cryptoabcno smt ano smt bsmt asmt bsmt csmt d100K200K300K400K500K203073.15203147.15203095.44435615.35437065.75466292.12466609.22468159.21468006.001. (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: Pollabcno smt ano smt bsmt asmt bsmt csmt d3M6M9M12M15M12653709.6412661687.4612676101.4110458275.2410393402.0115359471.7315341564.1615228320.0715403597.241. (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 Cacheabcno smt ano smt bsmt asmt bsmt csmt d2040608010077.5167.2197.0440.9455.8447.5844.3842.5540.561. (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 Copyingabcno smt ano smt bsmt asmt bsmt csmt d4K8K12K16K20K20106.5120340.4020297.9111342.6910949.9015914.1015430.1815077.6913370.331. (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 Activityabcno smt ano smt bsmt asmt bsmt csmt d2K4K6K8K10K8873.588851.658876.108968.288924.108748.998750.618747.838864.781. (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: Mallocabcno smt ano smt bsmt asmt bsmt csmt d140M280M420M560M700M312709034.05314418461.02313768771.26456657338.84456651508.04634718750.41634995429.66639757070.52640853365.541. (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: MEMFDabcno smt ano smt bsmt asmt bsmt csmt d120240360480600518.46507.74507.97303.56308.67464.70564.05413.34394.491. (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: Futexabcno smt ano smt bsmt asmt bsmt csmt d800K1600K2400K3200K4000K2794694.372805836.522794473.753746361.523802292.602333781.392396325.932067499.582077119.761. (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: Hashabcno smt ano smt bsmt asmt bsmt csmt d9M18M27M36M45M18954936.0018955118.1018961773.1827408413.1027422305.5341966139.6741989522.6841972765.9341965286.061. (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 Mathabcno smt ano smt bsmt asmt bsmt csmt d200K400K600K800K1000K382305.69382304.04382328.50932248.18925984.24946032.88946660.88952461.48951700.171. (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 Stressabcno smt ano smt bsmt asmt bsmt csmt d110K220K330K440K550K205134.87217072.27217304.19328297.04326819.72487359.39487987.32490300.48489998.751. (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: MMAPabcno smt ano smt bsmt asmt bsmt csmt d2K4K6K8K10K1663.081664.751668.924520.483591.718360.769017.127633.167273.191. (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 Passingabcno smt ano smt bsmt asmt bsmt csmt d3M6M9M12M15M10473084.0910471889.9710475486.397402514.747372780.7210103952.138586858.518609357.6812418451.711. (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 Mathabcno smt ano smt bsmt asmt bsmt csmt d300K600K900K1200K1500K556875.59556797.27556833.50920216.27920642.341291689.331291704.571295970.281300693.931. (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: SENDFILEabcno smt ano smt bsmt asmt bsmt csmt d900K1800K2700K3600K4500K1950323.961913590.771891202.373284433.203282827.504329963.264329824.384351871.124351920.421. (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 Callabcno smt ano smt bsmt asmt bsmt csmt d300K600K900K1200K1500K621015.34621003.92621041.93829106.63829445.381414423.651413555.441422505.511425621.441. (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 Functionsabcno smt ano smt bsmt asmt bsmt csmt d8M16M24M32M40M16257100.2516168655.1716537965.1426755146.6928009942.5635687958.3735996976.1334602827.7736111781.821. (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 Sortingabcno smt ano smt bsmt asmt bsmt csmt d60012001800240030001122.391132.351125.861978.801963.752564.482520.382517.262516.091. (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: Mutexabcno smt ano smt bsmt asmt bsmt csmt d30M60M90M120M150M59479783.6460031543.9759929401.4063581395.6765500297.73136339636.91135855921.28138939958.50137579874.561. (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: Fasterabcno smt ano smt b369121512.3412.3912.4012.4812.311. (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: Fastabcno smt ano smt b369121512.4412.4012.4412.3612.371. (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_bareabcno smt ano smt bsmt asmt bsmt csmt d51015202510.5710.6110.5919.1818.8418.8219.0219.0519.081. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d5101520257.357467.282437.381169.252929.3175120.2695020.5720021.0301020.97260MIN: 4.85MIN: 6.58MIN: 6.77MIN: 7.79MIN: 8.07MIN: 17.68MIN: 18.25MIN: 17.96MIN: 18.211. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.62131.24261.86392.48523.10651.831471.841721.822641.650411.700572.708072.761402.702352.67303MIN: 1.73MIN: 1.76MIN: 1.71MIN: 1.41MIN: 1.5MIN: 2.09MIN: 2.46MIN: 2.27MIN: 2.091. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.27750.5550.83251.111.38750.5552770.5519660.5568510.6643590.6705741.2004901.1813501.2014601.233400MIN: 0.53MIN: 0.49MIN: 0.53MIN: 0.56MIN: 0.55MIN: 1.04MIN: 1.08MIN: 1.08MIN: 1.081. (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 1080pabcno smt ano smt bsmt asmt bsmt csmt d71421283529.3729.5029.4629.6229.7129.5429.6029.5429.661. (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: defconfigabcno smt ano smt bsmt asmt bsmt csmt d61218243025.7725.7525.6817.6117.5917.3817.0217.0517.08

uvg266

Video Input: Bosphorus 4K - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Slowabcno smt ano smt bsmt asmt bsmt csmt d112233445529.3729.2929.4134.5934.6845.5646.2546.3446.25

uvg266

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Mediumabcno smt ano smt bsmt asmt bsmt csmt d112233445533.0333.1333.1038.3838.6547.5646.6246.5746.21

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUabcno smt ano smt bsmt asmt bsmt csmt d36912152.015811.923401.886862.040031.931267.605667.422709.349818.26078MIN: 1.81MIN: 1.72MIN: 1.68MIN: 1.78MIN: 1.77MIN: 6.54MIN: 6.44MIN: 7.73MIN: 7.091. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d5101520258.745769.195703.830176.192577.9886115.4210019.5490018.6594011.75730MIN: 3.65MIN: 4.13MIN: 2.72MIN: 3.65MIN: 3.88MIN: 10.4MIN: 10.67MIN: 11.23MIN: 8.171. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d36912153.114974.278584.397204.878834.7930211.432607.3014712.0130012.15710MIN: 2.47MIN: 3.37MIN: 3.21MIN: 3.53MIN: 3.4MIN: 7.59MIN: 5.77MIN: 8.02MIN: 8.521. (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: Fasterabcno smt ano smt b71421283530.0429.8530.0828.6928.521. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.14290.28580.42870.57160.71450.2902000.2913870.2854320.3167790.3404980.6217760.6209070.6349920.627133MIN: 0.25MIN: 0.23MIN: 0.24MIN: 0.25MIN: 0.28MIN: 0.45MIN: 0.41MIN: 0.55MIN: 0.41. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.15210.30420.45630.60840.76050.3570170.3568750.3531750.3428360.3472310.6744550.6756640.6761240.672115MIN: 0.31MIN: 0.31MIN: 0.31MIN: 0.28MIN: 0.3MIN: 0.49MIN: 0.55MIN: 0.49MIN: 0.491. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.13560.27120.40680.54240.6780.2639970.2633730.2629200.3166650.2935640.5917380.6001990.5932990.602831MIN: 0.18MIN: 0.2MIN: 0.2MIN: 0.24MIN: 0.22MIN: 0.43MIN: 0.38MIN: 0.39MIN: 0.481. (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: Slowabcno smt ano smt bsmt asmt bsmt csmt d153045607540.6340.8640.7647.1347.4364.6366.2265.4966.081. (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: Mediumabcno smt ano smt bsmt asmt bsmt csmt d153045607541.4041.3941.4747.9747.9365.5665.6965.5965.491. (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 Compileabcno smt ano smt bsmt asmt bsmt csmt d369121512.5712.4312.4710.6010.6610.3810.2610.4110.37

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 Fastabcno smt ano smt bsmt asmt bsmt csmt d153045607568.8268.7969.0457.1358.0959.3057.8657.4457.52

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 Fastabcno smt ano smt bsmt asmt bsmt csmt d163248648070.5670.6871.1357.7857.2357.9657.5157.3358.76

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 Fastabcno smt ano smt bsmt asmt bsmt csmt d163248648069.3369.0069.9259.8358.3359.0659.2058.3458.66

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.81041.62082.43123.24164.0521.564611.562571.567422.196452.123793.391513.494533.601943.50563MIN: 1.41MIN: 1.41MIN: 1.39MIN: 2MIN: 1.9MIN: 2.93MIN: 3.11MIN: 3.08MIN: 3.191. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.80921.61842.42763.23684.0461.877771.729751.638602.022862.028333.388333.596433.365352.97427MIN: 1.23MIN: 1.27MIN: 1.2MIN: 1.56MIN: 1.43MIN: 2.76MIN: 2.7MIN: 2.7MIN: 2.31. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.2240.4480.6720.8961.120.5344500.5130680.5469910.5560690.6290260.9753570.9717040.9957100.975091MIN: 0.49MIN: 0.47MIN: 0.5MIN: 0.46MIN: 0.51MIN: 0.92MIN: 0.82MIN: 0.87MIN: 0.911. (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 Fastabcno smt ano smt bsmt asmt bsmt csmt d2040608010080.9081.6180.3170.0269.9475.9174.1173.5773.241. (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 Fastabcno smt ano smt bsmt asmt bsmt csmt d2040608010081.9080.6884.5575.5074.0376.6476.7078.7275.501. (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 Fastabcno smt ano smt bsmt asmt bsmt csmt d2040608010083.4584.7782.7076.0574.3777.9677.0076.1478.851. (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: Slowabcno smt ano smt bsmt asmt bsmt csmt d2040608010081.1681.4181.1087.1588.1380.1779.9579.6380.00

uvg266

Video Input: Bosphorus 1080p - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Mediumabcno smt ano smt bsmt asmt bsmt csmt d2040608010091.3791.4791.2998.2196.6789.4089.7089.1688.91

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: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.09180.18360.27540.36720.4590.3114050.3127210.3122890.2548450.2557960.4074300.4080740.3943770.389223MIN: 0.3MIN: 0.28MIN: 0.28MIN: 0.18MIN: 0.18MIN: 0.27MIN: 0.27MIN: 0.29MIN: 0.291. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.1560.3120.4680.6240.780.6933670.6890640.6926670.4035900.4003250.5385390.5517830.5451180.630630MIN: 0.64MIN: 0.64MIN: 0.65MIN: 0.38MIN: 0.38MIN: 0.48MIN: 0.49MIN: 0.45MIN: 0.481. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.13020.26040.39060.52080.6510.4154460.5784660.4171880.2916870.2912290.4514720.4502610.4478200.457554MIN: 0.4MIN: 0.4MIN: 0.4MIN: 0.27MIN: 0.27MIN: 0.4MIN: 0.37MIN: 0.37MIN: 0.341. (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: Slowabcno smt ano smt bsmt asmt bsmt csmt d4080120160200139.92139.07140.10155.56159.79132.67136.33135.80135.561. (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: Mediumabcno smt ano smt bsmt asmt bsmt csmt d4080120160200143.31144.21143.81159.63161.40140.78138.33140.89136.421. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.26330.52660.78991.05321.31651.1700401.1669601.1691900.6642950.6513010.9785900.9735550.9728630.973984MIN: 1.07MIN: 1.07MIN: 1.07MIN: 0.63MIN: 0.62MIN: 0.93MIN: 0.92MIN: 0.92MIN: 0.921. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.16030.32060.48090.64120.80150.7115880.7124950.7085630.4623860.4611740.6725850.6727680.6767980.680395MIN: 0.68MIN: 0.68MIN: 0.67MIN: 0.42MIN: 0.43MIN: 0.52MIN: 0.53MIN: 0.53MIN: 0.531. (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: CPUabcno smt ano smt bsmt asmt bsmt csmt d0.06880.13760.20640.27520.3440.3049720.3057310.3055990.1603610.1648450.2796380.2910870.2759170.247825MIN: 0.28MIN: 0.28MIN: 0.28MIN: 0.15MIN: 0.15MIN: 0.23MIN: 0.23MIN: 0.23MIN: 0.231. (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 Fastabcno smt ano smt bsmt asmt bsmt csmt d50100150200250234.95234.68237.44196.25183.75183.99209.55192.25181.83

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 Fastabcno smt ano smt bsmt asmt bsmt csmt d50100150200250238.68239.92237.96181.67216.15178.49220.79178.78218.91

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 Fastabcno smt ano smt bsmt asmt bsmt csmt d50100150200250240.98240.91238.77186.24209.85216.15179.56218.28224.31

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Very Fastabcno smt ano smt bsmt asmt bsmt csmt d60120180240300296.93290.59291.03269.62268.77250.71274.63243.36270.761. (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 Fastabcno smt ano smt bsmt asmt bsmt csmt d70140210280350307.49303.99301.40288.41280.18296.72267.04288.09256.451. (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 Fastabcno smt ano smt bsmt asmt bsmt csmt d70140210280350310.73305.52309.64278.62271.45302.55295.18303.43303.631. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Phoronix Test Suite v10.8.4