Oktoberfest Benchmarks

Intel Xeon Gold 5218R testing with a GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS) and llvmpipe on Ubuntu 18.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2010183-FI-OKTOBERFE24&grs&sor.

Oktoberfest BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R2 x Intel Xeon Gold 6248R @ 4.00GHz (48 Cores / 96 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)Intel Sky Lake-E DMI3 Registers378GB3841GB Micron_9300_MTFDHAL3T8TDPllvmpipeVE2282 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbEUbuntu 18.045.3.0-40-generic (x86_64)GNOME Shell 3.28.4X Server 1.20.5modesetting 1.20.53.3 Mesa 19.2.8 (LLVM 9.0 256 bits)GCC 7.4.0ext41920x1080Intel Xeon Gold 6248R @ 4.00GHz (24 Cores / 48 Threads)188GBIntel Xeon Gold 6238R @ 4.00GHz (28 Cores / 56 Threads)2 x Intel Xeon Gold 6238R @ 4.00GHz (56 Cores / 112 Threads)378GBIntel Xeon Gold 5218R @ 4.00GHz (20 Cores / 40 Threads)188GBOpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: intel_pstate performance - CPU Microcode: 0x500002cPython Details- Python 2.7.17 + Python 3.6.9Security Details- itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled

Oktoberfest Benchmarksgromacs: Water Benchmarknamd: ATPase Simulation - 327,506 Atomsffte: N=256, 3D Complex FFT Routinelammps: 20k Atomslammps: Rhodopsin Proteintensorflow-lite: Inception ResNet V2tensorflow-lite: Inception V4tensorflow-lite: SqueezeNettensorflow-lite: Mobilenet Quanttensorflow-lite: Mobilenet Floatbuild-llvm: Time To Compileincompact3d: Cylindercompress-zstd: 19hmmer: Pfam Database Searchcompress-zstd: 3caffe: GoogleNet - CPU - 1000mnn: inception-v3caffe: GoogleNet - CPU - 200caffe: AlexNet - CPU - 1000caffe: AlexNet - CPU - 200caffe: GoogleNet - CPU - 100caffe: AlexNet - CPU - 100influxdb: 64 - 10000 - 2,5000,1 - 10000influxdb: 1024 - 10000 - 2,5000,1 - 10000influxdb: 4 - 10000 - 2,5000,1 - 10000libraw: Post-Processing Benchmarkbyte: Dhrystone 2webp: Quality 100, Lossless, Highest Compressiontnn: CPU - MobileNet v2espeak: Text-To-Speech Synthesiswebp: Quality 100, Losslesshint: FLOATdolfyn: Computational Fluid Dynamicswebp: Quality 100webp: Quality 100, Highest Compressionwebp: Defaultrnnoise: tnn: CPU - SqueezeNet v1.1tensorflow-lite: NASNet Mobilekripke: mnn: mobilenet-v1-1.0mnn: MobileNetV2_224mnn: resnet-v2-50mnn: SqueezeNetV1.0Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R5.6080.40684171707.2290552225.02125.46982686994950066350.054092.354627.4214.203145.070984120.2154.0905261.5157070730.951316228661408137503161405690611557067.71540866.01390585.931.0135054050.744.690340.00533.55120.063388653310.6382224.2132.6548.3221.68828.557335.174114534.7616862935.6174.74333.2339.2922.7830.7838097742.25580019414.72514.812321.137189.700928108.0136.4156376.43249326679181349611614726764031.9434613847.833.57024.0572.7630.8323493422.45214399813.88013.7251526030168324711277484287.082668.6329.651207.986293112.7153.3626250.9171495027.848351211795239158253170625792741518083.51515284.11491663.631.4534163957.643.293347.30233.51919.838390763819.9761824.1782.6478.2921.68928.561335.342132693723822407.8244.94237.8307.8395.2900.44116144697.5762498122.49822.666221.655166.683919116.4177.5075173.3165726332.697329066658370133793165226679051549599.31530173.71387683.030.5033718880.544.40133.92920.080389105662.4872224.1392.6528.3021.69028.562619170666.0135.31734.82810.1541.8311.1478868831.90497355810.04510.25620042772264047150945112863109166415.181258.12956891.1151.5345779.6191648033.933383744783164158785190585793551408399.61408533.71376210.531.9034604473.743.587349.42033.38319.994386756965.1518424.2292.6438.2931.69428.604335.531150118666590178.3655.00340.5008.623OpenBenchmarking.org

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkXeon Gold 6248R 2PXeon Gold 6238R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 5218R1.26182.52363.78545.04726.309SE +/- 0.008, N = 3SE +/- 0.014, N = 3SE +/- 0.005, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 35.6085.2902.7832.7631.8311. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsXeon Gold 6248R 2PXeon Gold 6238R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 5218R0.25830.51660.77491.03321.2915SE +/- 0.00250, N = 3SE +/- 0.00495, N = 3SE +/- 0.00118, N = 3SE +/- 0.00218, N = 3SE +/- 0.00193, N = 30.406840.441160.783800.832341.14788

FFTE

N=256, 3D Complex FFT Routine

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineXeon Gold 6248R 2PXeon Gold 6238R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 5218R40K80K120K160K200KSE +/- 883.58, N = 3SE +/- 1803.71, N = 3SE +/- 475.30, N = 3SE +/- 46.19, N = 3SE +/- 634.62, N = 3171707.23144697.5897742.2693422.4568831.901. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: 20k AtomsXeon Gold 6248R 2PXeon Gold 6238R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 5218R612182430SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 325.0222.5014.7313.8810.051. (CXX) g++ options: -O3 -pthread -lm

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinXeon Gold 6248R 2PXeon Gold 6238R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 5218R612182430SE +/- 0.22, N = 11SE +/- 0.30, N = 4SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 325.4722.6714.8113.7310.261. (CXX) g++ options: -O3 -pthread -lm

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R400K800K1200K1600K2000KSE +/- 5817.64, N = 3SE +/- 544.18, N = 3SE +/- 990.16, N = 382686915260302004277

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R500K1000K1500K2000K2500KSE +/- 10924.11, N = 3SE +/- 778.81, N = 3SE +/- 537.91, N = 394950016832472264047

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R30K60K90K120K150KSE +/- 664.49, N = 8SE +/- 119.52, N = 3SE +/- 96.11, N = 366350.0112774.0150945.0

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R20K40K60K80K100KSE +/- 616.45, N = 15SE +/- 204.46, N = 3SE +/- 52.05, N = 354092.384287.0112863.0

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R20K40K60K80K100KSE +/- 680.19, N = 15SE +/- 283.60, N = 3SE +/- 31.32, N = 354627.482668.6109166.0

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileXeon Gold 6248R 2PXeon Gold 6238R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 5218R90180270360450SE +/- 0.18, N = 3SE +/- 1.53, N = 3SE +/- 1.19, N = 3SE +/- 2.48, N = 3SE +/- 3.41, N = 3214.20221.66321.14329.65415.18

Incompact3D

Input: Cylinder

OpenBenchmarking.orgSeconds, Fewer Is BetterIncompact3D 2020-09-17Input: CylinderXeon Gold 6248R 2PXeon Gold 6238R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 5218R60120180240300SE +/- 0.37, N = 3SE +/- 0.50, N = 3SE +/- 0.35, N = 3SE +/- 0.53, N = 3SE +/- 0.45, N = 3145.07166.68189.70207.99258.131. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Xeon Gold 6248R 2PXeon Gold 6238R 2PXeon Gold 6238RXeon Gold 6248RXeon Gold 5218R306090120150SE +/- 1.47, N = 6SE +/- 1.59, N = 4SE +/- 0.42, N = 3SE +/- 0.37, N = 3SE +/- 0.46, N = 3120.2116.4112.7108.091.11. (CC) gcc options: -O3 -pthread -lz -llzma

Timed HMMer Search

Pfam Database Search

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchXeon Gold 6248RXeon Gold 5218RXeon Gold 6238RXeon Gold 6248R 2PXeon Gold 6238R 2P4080120160200SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.26, N = 3SE +/- 0.17, N = 3136.42151.53153.36154.09177.511. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Xeon Gold 6248RXeon Gold 6238RXeon Gold 5218RXeon Gold 6248R 2PXeon Gold 6238R 2P14002800420056007000SE +/- 56.18, N = 3SE +/- 20.57, N = 3SE +/- 16.26, N = 3SE +/- 76.69, N = 15SE +/- 71.23, N = 156376.46250.95779.65261.55173.31. (CC) gcc options: -O3 -pthread -lz -llzma

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 1000

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 1000Xeon Gold 6248R 2PXeon Gold 6238R 2PXeon Gold 6238RXeon Gold 5218R400K800K1200K1600K2000KSE +/- 2058.13, N = 3SE +/- 26965.50, N = 3SE +/- 26683.74, N = 3SE +/- 8741.29, N = 315707071657263171495019164801. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Xeon Gold 6238RXeon Gold 6248R 2PXeon Gold 6238R 2PXeon Gold 5218R816243240SE +/- 0.22, N = 5SE +/- 0.27, N = 12SE +/- 0.13, N = 12SE +/- 0.03, N = 327.8530.9532.7033.93MIN: 26.75 / MAX: 34.4MIN: 27.96 / MAX: 128.45MIN: 30.82 / MAX: 128.47MIN: 33.04 / MAX: 36.271. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 200

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 200Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238R 2PXeon Gold 6238RXeon Gold 5218R80K160K240K320K400KSE +/- 2932.90, N = 3SE +/- 701.60, N = 3SE +/- 3176.78, N = 3SE +/- 1507.47, N = 3SE +/- 3066.51, N = 33162283249323290663512113837441. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 1000

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 1000Xeon Gold 6238R 2PXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 5218RXeon Gold 6238R200K400K600K800K1000KSE +/- 3870.34, N = 3SE +/- 8903.19, N = 3SE +/- 2004.86, N = 3SE +/- 1261.78, N = 3SE +/- 1442.80, N = 36583706614086679187831647952391. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 200

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 200Xeon Gold 6238R 2PXeon Gold 6248RXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R30K60K90K120K150KSE +/- 1516.35, N = 3SE +/- 621.35, N = 3SE +/- 1416.77, N = 12SE +/- 175.20, N = 3SE +/- 2590.80, N = 31337931349611375031582531587851. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238R 2PXeon Gold 6238RXeon Gold 5218R40K80K120K160K200KSE +/- 1032.51, N = 3SE +/- 309.60, N = 3SE +/- 2147.88, N = 3SE +/- 2028.73, N = 6SE +/- 222.63, N = 31614051614721652261706251905851. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100Xeon Gold 6248RXeon Gold 6238R 2PXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R20K40K60K80K100KSE +/- 525.79, N = 3SE +/- 948.15, N = 3SE +/- 679.62, N = 15SE +/- 106.69, N = 3SE +/- 790.59, N = 367640679056906179274793551. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas

InfluxDB

Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Xeon Gold 6248R 2PXeon Gold 6238R 2PXeon Gold 6238RXeon Gold 5218R300K600K900K1200K1500KSE +/- 4433.07, N = 3SE +/- 397.63, N = 3SE +/- 667.44, N = 3SE +/- 3929.86, N = 31557067.71549599.31518083.51408399.6

InfluxDB

Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Xeon Gold 6248R 2PXeon Gold 6238R 2PXeon Gold 6238RXeon Gold 5218R300K600K900K1200K1500KSE +/- 5874.84, N = 3SE +/- 5728.78, N = 3SE +/- 3957.10, N = 3SE +/- 4174.25, N = 31540866.01530173.71515284.11408533.7

InfluxDB

Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Xeon Gold 6238RXeon Gold 6248R 2PXeon Gold 6238R 2PXeon Gold 5218R300K600K900K1200K1500KSE +/- 803.44, N = 3SE +/- 3262.37, N = 3SE +/- 4589.84, N = 3SE +/- 2754.24, N = 31491663.61390585.91387683.01376210.5

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkXeon Gold 6248RXeon Gold 5218RXeon Gold 6238RXeon Gold 6248R 2PXeon Gold 6238R 2P714212835SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 331.9431.9031.4531.0130.501. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

BYTE Unix Benchmark

Computational Test: Dhrystone 2

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 5218RXeon Gold 6238RXeon Gold 6238R 2P8M16M24M32M40MSE +/- 50760.28, N = 3SE +/- 476123.43, N = 3SE +/- 478792.31, N = 3SE +/- 461229.97, N = 3SE +/- 2040.61, N = 335054050.734613847.834604473.734163957.633718880.5

WebP Image Encode

Encode Settings: Quality 100, Lossless, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionXeon Gold 6238RXeon Gold 5218RXeon Gold 6238R 2PXeon Gold 6248R 2P1020304050SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.21, N = 343.2943.5944.4044.691. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R80160240320400SE +/- 0.67, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3340.01347.30349.42MIN: 337.03 / MAX: 421.44MIN: 345.79 / MAX: 349.83MIN: 347.48 / MAX: 357.981. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisXeon Gold 5218RXeon Gold 6238RXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238R 2P816243240SE +/- 0.06, N = 4SE +/- 0.11, N = 4SE +/- 0.14, N = 4SE +/- 0.06, N = 4SE +/- 0.05, N = 433.3833.5233.5533.5733.931. (CC) gcc options: -O2 -std=c99

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessXeon Gold 6238RXeon Gold 5218RXeon Gold 6248R 2PXeon Gold 6238R 2P510152025SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 319.8419.9920.0620.081. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Hierarchical INTegration

Test: FLOAT

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 6248R 2PXeon Gold 5218R80M160M240M320M400MSE +/- 213601.47, N = 3SE +/- 206059.64, N = 3SE +/- 718938.87, N = 3SE +/- 1410561.73, N = 3390763819.98389105662.49388653310.64386756965.151. (CC) gcc options: -O3 -march=native -lm

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsXeon Gold 6248RXeon Gold 6238R 2PXeon Gold 6238RXeon Gold 6248R 2PXeon Gold 5218R612182430SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 324.0624.1424.1824.2124.23

WebP Image Encode

Encode Settings: Quality 100

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Xeon Gold 5218RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 6248R 2P0.59721.19441.79162.38882.986SE +/- 0.003, N = 3SE +/- 0.009, N = 3SE +/- 0.002, N = 3SE +/- 0.005, N = 32.6432.6472.6522.6541. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionXeon Gold 6238RXeon Gold 5218RXeon Gold 6238R 2PXeon Gold 6248R 2P246810SE +/- 0.007, N = 3SE +/- 0.011, N = 3SE +/- 0.011, N = 3SE +/- 0.043, N = 38.2928.2938.3028.3221. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Default

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R0.38120.76241.14361.52481.906SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 31.6881.6891.6901.6941. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

RNNoise

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R714212835SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 328.5628.5628.5628.601. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R70140210280350SE +/- 0.10, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3335.17335.34335.53MIN: 334.65 / MAX: 337.93MIN: 334.73 / MAX: 338.13MIN: 334.56 / MAX: 339.81. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R30K60K90K120K150KSE +/- 4064.27, N = 15SE +/- 737.69, N = 3SE +/- 41.15, N = 3114534.7132693.0150118.0

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Xeon Gold 6238RXeon Gold 5218RXeon Gold 6238R 2PXeon Gold 6248R 2P16M32M48M64M80MSE +/- 69059.27, N = 3SE +/- 143580.45, N = 3SE +/- 1342678.29, N = 12SE +/- 356532.77, N = 3723822406665901761917066616862931. (CXX) g++ options: -O3 -fopenmp

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0Xeon Gold 6248R 2PXeon Gold 6238R 2PXeon Gold 6238RXeon Gold 5218R246810SE +/- 0.017, N = 12SE +/- 0.030, N = 12SE +/- 0.479, N = 5SE +/- 0.012, N = 35.6176.0137.8248.365MIN: 5.02 / MAX: 15.02MIN: 5.37 / MAX: 21.58MIN: 5.57 / MAX: 9.05MIN: 8.23 / MAX: 8.571. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218RXeon Gold 6238R 2P1.19632.39263.58894.78525.9815SE +/- 0.106, N = 12SE +/- 0.128, N = 5SE +/- 0.005, N = 3SE +/- 0.134, N = 124.7434.9425.0035.317MIN: 3.55 / MAX: 15.55MIN: 4.11 / MAX: 5.51MIN: 4.7 / MAX: 6.01MIN: 4.13 / MAX: 16.241. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Xeon Gold 6248R 2PXeon Gold 6238R 2PXeon Gold 6238RXeon Gold 5218R918273645SE +/- 0.33, N = 12SE +/- 0.15, N = 12SE +/- 1.34, N = 5SE +/- 0.07, N = 333.2334.8337.8340.50MIN: 30.1 / MAX: 100.89MIN: 33.5 / MAX: 118.66MIN: 32.28 / MAX: 40.1MIN: 39.66 / MAX: 44.171. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Xeon Gold 6238RXeon Gold 5218RXeon Gold 6248R 2PXeon Gold 6238R 2P3691215SE +/- 0.099, N = 5SE +/- 0.019, N = 3SE +/- 0.289, N = 12SE +/- 0.223, N = 127.8398.6239.29210.154MIN: 7.1 / MAX: 8.46MIN: 8 / MAX: 9.81MIN: 7.06 / MAX: 24.95MIN: 6.99 / MAX: 31.11. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Phoronix Test Suite v10.8.4