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.
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phoronix-test-suite benchmark 2010183-FI-OKTOBERFE24 Oktoberfest Benchmarks - Phoronix Test Suite 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&grr&sor .
Oktoberfest Benchmarks Processor Motherboard Chipset Memory Disk Graphics Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Compiler File-System Screen Resolution Xeon Gold 6248R 2P Xeon Gold 6248R Xeon Gold 6238R Xeon Gold 6238R 2P Xeon Gold 5218R 2 x Intel Xeon Gold 6248R @ 4.00GHz (48 Cores / 96 Threads) GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS) Intel Sky Lake-E DMI3 Registers 378GB 3841GB Micron_9300_MTFDHAL3T8TDP llvmpipe VE228 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE Ubuntu 18.04 5.3.0-40-generic (x86_64) GNOME Shell 3.28.4 X Server 1.20.5 modesetting 1.20.5 3.3 Mesa 19.2.8 (LLVM 9.0 256 bits) GCC 7.4.0 ext4 1920x1080 Intel Xeon Gold 6248R @ 4.00GHz (24 Cores / 48 Threads) 188GB Intel Xeon Gold 6238R @ 4.00GHz (28 Cores / 56 Threads) 2 x Intel Xeon Gold 6238R @ 4.00GHz (56 Cores / 112 Threads) 378GB Intel Xeon Gold 5218R @ 4.00GHz (20 Cores / 40 Threads) 188GB OpenBenchmarking.org Compiler 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: 0x500002c Python Details - Python 2.7.17 + Python 3.6.9 Security 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 Benchmarks caffe: GoogleNet - CPU - 1000 caffe: AlexNet - CPU - 1000 lammps: 20k Atoms hint: FLOAT caffe: GoogleNet - CPU - 200 build-llvm: Time To Compile mnn: inception-v3 mnn: mobilenet-v1-1.0 mnn: MobileNetV2_224 mnn: resnet-v2-50 mnn: SqueezeNetV1.0 caffe: AlexNet - CPU - 200 kripke: caffe: GoogleNet - CPU - 100 incompact3d: Cylinder hmmer: Pfam Database Search tensorflow-lite: NASNet Mobile tensorflow-lite: Mobilenet Float tensorflow-lite: Mobilenet Quant caffe: AlexNet - CPU - 100 byte: Dhrystone 2 tensorflow-lite: SqueezeNet compress-zstd: 3 tensorflow-lite: Inception V4 tensorflow-lite: Inception ResNet V2 influxdb: 4 - 10000 - 2,5000,1 - 10000 influxdb: 1024 - 10000 - 2,5000,1 - 10000 influxdb: 64 - 10000 - 2,5000,1 - 10000 gromacs: Water Benchmark compress-zstd: 19 espeak: Text-To-Speech Synthesis webp: Quality 100, Lossless, Highest Compression namd: ATPase Simulation - 327,506 Atoms libraw: Post-Processing Benchmark rnnoise: tnn: CPU - MobileNet v2 dolfyn: Computational Fluid Dynamics tnn: CPU - SqueezeNet v1.1 webp: Quality 100, Lossless webp: Quality 100, Highest Compression ffte: N=256, 3D Complex FFT Routine webp: Quality 100 lammps: Rhodopsin Protein webp: Default Xeon Gold 6248R 2P Xeon Gold 6248R Xeon Gold 6238R Xeon Gold 6238R 2P Xeon Gold 5218R 1570707 661408 25.021 388653310.63822 316228 214.203 30.951 5.617 4.743 33.233 9.292 137503 61686293 161405 145.070984 154.090 114534.7 54627.4 54092.3 69061 35054050.7 66350.0 5261.5 949500 826869 1390585.9 1540866.0 1557067.7 5.608 120.2 33.551 44.690 0.40684 31.01 28.557 340.005 24.213 335.174 20.063 8.322 171707.22905522 2.654 25.469 1.688 667918 14.725 324932 321.137 134961 161472 189.700928 136.415 67640 34613847.8 6376.4 2.783 108.0 33.570 0.78380 31.94 24.057 97742.255800194 14.812 1714950 795239 13.880 390763819.97618 351211 329.651 27.848 7.824 4.942 37.830 7.839 158253 72382240 170625 207.986293 153.362 132693 82668.6 84287.0 79274 34163957.6 112774 6250.9 1683247 1526030 1491663.6 1515284.1 1518083.5 2.763 112.7 33.519 43.293 0.83234 31.45 28.561 347.302 24.178 335.342 19.838 8.292 93422.452143998 2.647 13.725 1.689 1657263 658370 22.498 389105662.48722 329066 221.655 32.697 6.013 5.317 34.828 10.154 133793 61917066 165226 166.683919 177.507 67905 33718880.5 5173.3 1387683.0 1530173.7 1549599.3 5.290 116.4 33.929 44.401 0.44116 30.50 28.562 24.139 20.080 8.302 144697.57624981 2.652 22.666 1.690 1916480 783164 10.045 386756965.15184 383744 415.181 33.933 8.365 5.003 40.500 8.623 158785 66659017 190585 258.129568 151.534 150118 109166 112863 79355 34604473.7 150945 5779.6 2264047 2004277 1376210.5 1408533.7 1408399.6 1.831 91.1 33.383 43.587 1.14788 31.90 28.604 349.420 24.229 335.531 19.994 8.293 68831.904973558 2.643 10.256 1.694 OpenBenchmarking.org
Caffe Model: GoogleNet - Acceleration: CPU - Iterations: 1000 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 1000 Xeon Gold 6248R 2P Xeon Gold 6238R 2P Xeon Gold 6238R Xeon Gold 5218R 400K 800K 1200K 1600K 2000K SE +/- 2058.13, N = 3 SE +/- 26965.50, N = 3 SE +/- 26683.74, N = 3 SE +/- 8741.29, N = 3 1570707 1657263 1714950 1916480 1. (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.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 1000 Xeon Gold 6238R 2P Xeon Gold 6248R 2P Xeon Gold 6248R Xeon Gold 5218R Xeon Gold 6238R 200K 400K 600K 800K 1000K SE +/- 3870.34, N = 3 SE +/- 8903.19, N = 3 SE +/- 2004.86, N = 3 SE +/- 1261.78, N = 3 SE +/- 1442.80, N = 3 658370 661408 667918 783164 795239 1. (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
LAMMPS Molecular Dynamics Simulator Model: 20k Atoms OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 24Aug2020 Model: 20k Atoms Xeon Gold 6248R 2P Xeon Gold 6238R 2P Xeon Gold 6248R Xeon Gold 6238R Xeon Gold 5218R 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 25.02 22.50 14.73 13.88 10.05 1. (CXX) g++ options: -O3 -pthread -lm
Hierarchical INTegration Test: FLOAT OpenBenchmarking.org QUIPs, More Is Better Hierarchical INTegration 1.0 Test: FLOAT Xeon Gold 6238R Xeon Gold 6238R 2P Xeon Gold 6248R 2P Xeon Gold 5218R 80M 160M 240M 320M 400M SE +/- 213601.47, N = 3 SE +/- 206059.64, N = 3 SE +/- 718938.87, N = 3 SE +/- 1410561.73, N = 3 390763819.98 389105662.49 388653310.64 386756965.15 1. (CC) gcc options: -O3 -march=native -lm
Caffe Model: GoogleNet - Acceleration: CPU - Iterations: 200 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 200 Xeon Gold 6248R 2P Xeon Gold 6248R Xeon Gold 6238R 2P Xeon Gold 6238R Xeon Gold 5218R 80K 160K 240K 320K 400K SE +/- 2932.90, N = 3 SE +/- 701.60, N = 3 SE +/- 3176.78, N = 3 SE +/- 1507.47, N = 3 SE +/- 3066.51, N = 3 316228 324932 329066 351211 383744 1. (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
Timed LLVM Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 10.0 Time To Compile Xeon Gold 6248R 2P Xeon Gold 6238R 2P Xeon Gold 6248R Xeon Gold 6238R Xeon Gold 5218R 90 180 270 360 450 SE +/- 0.18, N = 3 SE +/- 1.53, N = 3 SE +/- 1.19, N = 3 SE +/- 2.48, N = 3 SE +/- 3.41, N = 3 214.20 221.66 321.14 329.65 415.18
Mobile Neural Network Model: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: inception-v3 Xeon Gold 6238R Xeon Gold 6248R 2P Xeon Gold 6238R 2P Xeon Gold 5218R 8 16 24 32 40 SE +/- 0.22, N = 5 SE +/- 0.27, N = 12 SE +/- 0.13, N = 12 SE +/- 0.03, N = 3 27.85 30.95 32.70 33.93 MIN: 26.75 / MAX: 34.4 MIN: 27.96 / MAX: 128.45 MIN: 30.82 / MAX: 128.47 MIN: 33.04 / MAX: 36.27 1. (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: mobilenet-v1-1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: mobilenet-v1-1.0 Xeon Gold 6248R 2P Xeon Gold 6238R 2P Xeon Gold 6238R Xeon Gold 5218R 2 4 6 8 10 SE +/- 0.017, N = 12 SE +/- 0.030, N = 12 SE +/- 0.479, N = 5 SE +/- 0.012, N = 3 5.617 6.013 7.824 8.365 MIN: 5.02 / MAX: 15.02 MIN: 5.37 / MAX: 21.58 MIN: 5.57 / MAX: 9.05 MIN: 8.23 / MAX: 8.57 1. (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.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: MobileNetV2_224 Xeon Gold 6248R 2P Xeon Gold 6238R Xeon Gold 5218R Xeon Gold 6238R 2P 1.1963 2.3926 3.5889 4.7852 5.9815 SE +/- 0.106, N = 12 SE +/- 0.128, N = 5 SE +/- 0.005, N = 3 SE +/- 0.134, N = 12 4.743 4.942 5.003 5.317 MIN: 3.55 / MAX: 15.55 MIN: 4.11 / MAX: 5.51 MIN: 4.7 / MAX: 6.01 MIN: 4.13 / MAX: 16.24 1. (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.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: resnet-v2-50 Xeon Gold 6248R 2P Xeon Gold 6238R 2P Xeon Gold 6238R Xeon Gold 5218R 9 18 27 36 45 SE +/- 0.33, N = 12 SE +/- 0.15, N = 12 SE +/- 1.34, N = 5 SE +/- 0.07, N = 3 33.23 34.83 37.83 40.50 MIN: 30.1 / MAX: 100.89 MIN: 33.5 / MAX: 118.66 MIN: 32.28 / MAX: 40.1 MIN: 39.66 / MAX: 44.17 1. (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.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: SqueezeNetV1.0 Xeon Gold 6238R Xeon Gold 5218R Xeon Gold 6248R 2P Xeon Gold 6238R 2P 3 6 9 12 15 SE +/- 0.099, N = 5 SE +/- 0.019, N = 3 SE +/- 0.289, N = 12 SE +/- 0.223, N = 12 7.839 8.623 9.292 10.154 MIN: 7.1 / MAX: 8.46 MIN: 8 / MAX: 9.81 MIN: 7.06 / MAX: 24.95 MIN: 6.99 / MAX: 31.1 1. (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: AlexNet - Acceleration: CPU - Iterations: 200 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 200 Xeon Gold 6238R 2P Xeon Gold 6248R Xeon Gold 6248R 2P Xeon Gold 6238R Xeon Gold 5218R 30K 60K 90K 120K 150K SE +/- 1516.35, N = 3 SE +/- 621.35, N = 3 SE +/- 1416.77, N = 12 SE +/- 175.20, N = 3 SE +/- 2590.80, N = 3 133793 134961 137503 158253 158785 1. (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
Kripke OpenBenchmarking.org Throughput FoM, More Is Better Kripke 1.2.4 Xeon Gold 6238R Xeon Gold 5218R Xeon Gold 6238R 2P Xeon Gold 6248R 2P 16M 32M 48M 64M 80M SE +/- 69059.27, N = 3 SE +/- 143580.45, N = 3 SE +/- 1342678.29, N = 12 SE +/- 356532.77, N = 3 72382240 66659017 61917066 61686293 1. (CXX) g++ options: -O3 -fopenmp
Caffe Model: GoogleNet - Acceleration: CPU - Iterations: 100 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 100 Xeon Gold 6248R 2P Xeon Gold 6248R Xeon Gold 6238R 2P Xeon Gold 6238R Xeon Gold 5218R 40K 80K 120K 160K 200K SE +/- 1032.51, N = 3 SE +/- 309.60, N = 3 SE +/- 2147.88, N = 3 SE +/- 2028.73, N = 6 SE +/- 222.63, N = 3 161405 161472 165226 170625 190585 1. (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
Incompact3D Input: Cylinder OpenBenchmarking.org Seconds, Fewer Is Better Incompact3D 2020-09-17 Input: Cylinder Xeon Gold 6248R 2P Xeon Gold 6238R 2P Xeon Gold 6248R Xeon Gold 6238R Xeon Gold 5218R 60 120 180 240 300 SE +/- 0.37, N = 3 SE +/- 0.50, N = 3 SE +/- 0.35, N = 3 SE +/- 0.53, N = 3 SE +/- 0.45, N = 3 145.07 166.68 189.70 207.99 258.13 1. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
Timed HMMer Search Pfam Database Search OpenBenchmarking.org Seconds, Fewer Is Better Timed HMMer Search 3.3.1 Pfam Database Search Xeon Gold 6248R Xeon Gold 5218R Xeon Gold 6238R Xeon Gold 6248R 2P Xeon Gold 6238R 2P 40 80 120 160 200 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 SE +/- 0.26, N = 3 SE +/- 0.17, N = 3 136.42 151.53 153.36 154.09 177.51 1. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
TensorFlow Lite Model: NASNet Mobile OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: NASNet Mobile Xeon Gold 6248R 2P Xeon Gold 6238R Xeon Gold 5218R 30K 60K 90K 120K 150K SE +/- 4064.27, N = 15 SE +/- 737.69, N = 3 SE +/- 41.15, N = 3 114534.7 132693.0 150118.0
TensorFlow Lite Model: Mobilenet Float OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Float Xeon Gold 6248R 2P Xeon Gold 6238R Xeon Gold 5218R 20K 40K 60K 80K 100K SE +/- 680.19, N = 15 SE +/- 283.60, N = 3 SE +/- 31.32, N = 3 54627.4 82668.6 109166.0
TensorFlow Lite Model: Mobilenet Quant OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Xeon Gold 6248R 2P Xeon Gold 6238R Xeon Gold 5218R 20K 40K 60K 80K 100K SE +/- 616.45, N = 15 SE +/- 204.46, N = 3 SE +/- 52.05, N = 3 54092.3 84287.0 112863.0
Caffe Model: AlexNet - Acceleration: CPU - Iterations: 100 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 100 Xeon Gold 6248R Xeon Gold 6238R 2P Xeon Gold 6248R 2P Xeon Gold 6238R Xeon Gold 5218R 20K 40K 60K 80K 100K SE +/- 525.79, N = 3 SE +/- 948.15, N = 3 SE +/- 679.62, N = 15 SE +/- 106.69, N = 3 SE +/- 790.59, N = 3 67640 67905 69061 79274 79355 1. (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
BYTE Unix Benchmark Computational Test: Dhrystone 2 OpenBenchmarking.org LPS, More Is Better BYTE Unix Benchmark 3.6 Computational Test: Dhrystone 2 Xeon Gold 6248R 2P Xeon Gold 6248R Xeon Gold 5218R Xeon Gold 6238R Xeon Gold 6238R 2P 8M 16M 24M 32M 40M SE +/- 50760.28, N = 3 SE +/- 476123.43, N = 3 SE +/- 478792.31, N = 3 SE +/- 461229.97, N = 3 SE +/- 2040.61, N = 3 35054050.7 34613847.8 34604473.7 34163957.6 33718880.5
TensorFlow Lite Model: SqueezeNet OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: SqueezeNet Xeon Gold 6248R 2P Xeon Gold 6238R Xeon Gold 5218R 30K 60K 90K 120K 150K SE +/- 664.49, N = 8 SE +/- 119.52, N = 3 SE +/- 96.11, N = 3 66350.0 112774.0 150945.0
Zstd Compression Compression Level: 3 OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.5 Compression Level: 3 Xeon Gold 6248R Xeon Gold 6238R Xeon Gold 5218R Xeon Gold 6248R 2P Xeon Gold 6238R 2P 1400 2800 4200 5600 7000 SE +/- 56.18, N = 3 SE +/- 20.57, N = 3 SE +/- 16.26, N = 3 SE +/- 76.69, N = 15 SE +/- 71.23, N = 15 6376.4 6250.9 5779.6 5261.5 5173.3 1. (CC) gcc options: -O3 -pthread -lz -llzma
TensorFlow Lite Model: Inception V4 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception V4 Xeon Gold 6248R 2P Xeon Gold 6238R Xeon Gold 5218R 500K 1000K 1500K 2000K 2500K SE +/- 10924.11, N = 3 SE +/- 778.81, N = 3 SE +/- 537.91, N = 3 949500 1683247 2264047
TensorFlow Lite Model: Inception ResNet V2 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Xeon Gold 6248R 2P Xeon Gold 6238R Xeon Gold 5218R 400K 800K 1200K 1600K 2000K SE +/- 5817.64, N = 3 SE +/- 544.18, N = 3 SE +/- 990.16, N = 3 826869 1526030 2004277
InfluxDB Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 OpenBenchmarking.org val/sec, More Is Better InfluxDB 1.8.2 Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 Xeon Gold 6238R Xeon Gold 6248R 2P Xeon Gold 6238R 2P Xeon Gold 5218R 300K 600K 900K 1200K 1500K SE +/- 803.44, N = 3 SE +/- 3262.37, N = 3 SE +/- 4589.84, N = 3 SE +/- 2754.24, N = 3 1491663.6 1390585.9 1387683.0 1376210.5
InfluxDB Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 OpenBenchmarking.org val/sec, More Is Better InfluxDB 1.8.2 Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 Xeon Gold 6248R 2P Xeon Gold 6238R 2P Xeon Gold 6238R Xeon Gold 5218R 300K 600K 900K 1200K 1500K SE +/- 5874.84, N = 3 SE +/- 5728.78, N = 3 SE +/- 3957.10, N = 3 SE +/- 4174.25, N = 3 1540866.0 1530173.7 1515284.1 1408533.7
InfluxDB Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 OpenBenchmarking.org val/sec, More Is Better InfluxDB 1.8.2 Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 Xeon Gold 6248R 2P Xeon Gold 6238R 2P Xeon Gold 6238R Xeon Gold 5218R 300K 600K 900K 1200K 1500K SE +/- 4433.07, N = 3 SE +/- 397.63, N = 3 SE +/- 667.44, N = 3 SE +/- 3929.86, N = 3 1557067.7 1549599.3 1518083.5 1408399.6
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark Xeon Gold 6248R 2P Xeon Gold 6238R 2P Xeon Gold 6248R Xeon Gold 6238R Xeon Gold 5218R 1.2618 2.5236 3.7854 5.0472 6.309 SE +/- 0.008, N = 3 SE +/- 0.014, N = 3 SE +/- 0.005, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 5.608 5.290 2.783 2.763 1.831 1. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
Zstd Compression Compression Level: 19 OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.5 Compression Level: 19 Xeon Gold 6248R 2P Xeon Gold 6238R 2P Xeon Gold 6238R Xeon Gold 6248R Xeon Gold 5218R 30 60 90 120 150 SE +/- 1.47, N = 6 SE +/- 1.59, N = 4 SE +/- 0.42, N = 3 SE +/- 0.37, N = 3 SE +/- 0.46, N = 3 120.2 116.4 112.7 108.0 91.1 1. (CC) gcc options: -O3 -pthread -lz -llzma
eSpeak-NG Speech Engine Text-To-Speech Synthesis OpenBenchmarking.org Seconds, Fewer Is Better eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis Xeon Gold 5218R Xeon Gold 6238R Xeon Gold 6248R 2P Xeon Gold 6248R Xeon Gold 6238R 2P 8 16 24 32 40 SE +/- 0.06, N = 4 SE +/- 0.11, N = 4 SE +/- 0.14, N = 4 SE +/- 0.06, N = 4 SE +/- 0.05, N = 4 33.38 33.52 33.55 33.57 33.93 1. (CC) gcc options: -O2 -std=c99
WebP Image Encode Encode Settings: Quality 100, Lossless, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless, Highest Compression Xeon Gold 6238R Xeon Gold 5218R Xeon Gold 6238R 2P Xeon Gold 6248R 2P 10 20 30 40 50 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.21, N = 3 43.29 43.59 44.40 44.69 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.14 ATPase Simulation - 327,506 Atoms Xeon Gold 6248R 2P Xeon Gold 6238R 2P Xeon Gold 6248R Xeon Gold 6238R Xeon Gold 5218R 0.2583 0.5166 0.7749 1.0332 1.2915 SE +/- 0.00250, N = 3 SE +/- 0.00495, N = 3 SE +/- 0.00118, N = 3 SE +/- 0.00218, N = 3 SE +/- 0.00193, N = 3 0.40684 0.44116 0.78380 0.83234 1.14788
LibRaw Post-Processing Benchmark OpenBenchmarking.org Mpix/sec, More Is Better LibRaw 0.20 Post-Processing Benchmark Xeon Gold 6248R Xeon Gold 5218R Xeon Gold 6238R Xeon Gold 6248R 2P Xeon Gold 6238R 2P 7 14 21 28 35 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 31.94 31.90 31.45 31.01 30.50 1. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
RNNoise OpenBenchmarking.org Seconds, Fewer Is Better RNNoise 2020-06-28 Xeon Gold 6248R 2P Xeon Gold 6238R Xeon Gold 6238R 2P Xeon Gold 5218R 7 14 21 28 35 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 28.56 28.56 28.56 28.60 1. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: MobileNet v2 Xeon Gold 6248R 2P Xeon Gold 6238R Xeon Gold 5218R 80 160 240 320 400 SE +/- 0.67, N = 3 SE +/- 0.06, N = 3 SE +/- 0.11, N = 3 340.01 347.30 349.42 MIN: 337.03 / MAX: 421.44 MIN: 345.79 / MAX: 349.83 MIN: 347.48 / MAX: 357.98 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
Dolfyn Computational Fluid Dynamics OpenBenchmarking.org Seconds, Fewer Is Better Dolfyn 0.527 Computational Fluid Dynamics Xeon Gold 6248R Xeon Gold 6238R 2P Xeon Gold 6238R Xeon Gold 6248R 2P Xeon Gold 5218R 6 12 18 24 30 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 24.06 24.14 24.18 24.21 24.23
TNN Target: CPU - Model: SqueezeNet v1.1 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 Xeon Gold 6248R 2P Xeon Gold 6238R Xeon Gold 5218R 70 140 210 280 350 SE +/- 0.10, N = 3 SE +/- 0.13, N = 3 SE +/- 0.15, N = 3 335.17 335.34 335.53 MIN: 334.65 / MAX: 337.93 MIN: 334.73 / MAX: 338.13 MIN: 334.56 / MAX: 339.8 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
WebP Image Encode Encode Settings: Quality 100, Lossless OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless Xeon Gold 6238R Xeon Gold 5218R Xeon Gold 6248R 2P Xeon Gold 6238R 2P 5 10 15 20 25 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 19.84 19.99 20.06 20.08 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Highest Compression Xeon Gold 6238R Xeon Gold 5218R Xeon Gold 6238R 2P Xeon Gold 6248R 2P 2 4 6 8 10 SE +/- 0.007, N = 3 SE +/- 0.011, N = 3 SE +/- 0.011, N = 3 SE +/- 0.043, N = 3 8.292 8.293 8.302 8.322 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
FFTE N=256, 3D Complex FFT Routine OpenBenchmarking.org MFLOPS, More Is Better FFTE 7.0 N=256, 3D Complex FFT Routine Xeon Gold 6248R 2P Xeon Gold 6238R 2P Xeon Gold 6248R Xeon Gold 6238R Xeon Gold 5218R 40K 80K 120K 160K 200K SE +/- 883.58, N = 3 SE +/- 1803.71, N = 3 SE +/- 475.30, N = 3 SE +/- 46.19, N = 3 SE +/- 634.62, N = 3 171707.23 144697.58 97742.26 93422.45 68831.90 1. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
WebP Image Encode Encode Settings: Quality 100 OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100 Xeon Gold 5218R Xeon Gold 6238R Xeon Gold 6238R 2P Xeon Gold 6248R 2P 0.5972 1.1944 1.7916 2.3888 2.986 SE +/- 0.003, N = 3 SE +/- 0.009, N = 3 SE +/- 0.002, N = 3 SE +/- 0.005, N = 3 2.643 2.647 2.652 2.654 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 24Aug2020 Model: Rhodopsin Protein Xeon Gold 6248R 2P Xeon Gold 6238R 2P Xeon Gold 6248R Xeon Gold 6238R Xeon Gold 5218R 6 12 18 24 30 SE +/- 0.22, N = 11 SE +/- 0.30, N = 4 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 25.47 22.67 14.81 13.73 10.26 1. (CXX) g++ options: -O3 -pthread -lm
WebP Image Encode Encode Settings: Default OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Default Xeon Gold 6248R 2P Xeon Gold 6238R Xeon Gold 6238R 2P Xeon Gold 5218R 0.3812 0.7624 1.1436 1.5248 1.906 SE +/- 0.001, N = 3 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 SE +/- 0.002, N = 3 1.688 1.689 1.690 1.694 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
Phoronix Test Suite v10.8.4