July Tests

2 x Intel Xeon Gold 6250 testing with a GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS) and ASPEED on Ubuntu 18.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2008073-NE-JULYTESTS03&sor.

July TestsProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionXeon Silver 4215RXeon Silver 4215R 1PXeon Silver 4214RXeon Silver 4214R 2PXeon Gold 5217Xeon Gold 6250 2P2 x Intel Xeon Silver 4215R @ 4.00GHz (16 Cores / 32 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)Intel Sky Lake-E DMI3 Registers378GB3841GB Micron_9300_MTFDHAL3T8TDPASPEEDVE2282 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 1.20.5GCC 7.4.0ext41920x1080Intel Xeon Silver 4215R @ 4.00GHz (8 Cores / 16 Threads)188GBIntel Xeon Silver 4214R @ 3.50GHz (12 Cores / 24 Threads)2 x Intel Xeon Silver 4214R @ 3.50GHz (24 Cores / 48 Threads)378GBIntel Xeon Gold 5217 @ 3.70GHz (8 Cores / 16 Threads)188GB2 x Intel Xeon Gold 6250 @ 4.50GHz (16 Cores / 32 Threads)378GBOpenBenchmarking.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- Xeon Silver 4215R: Scaling Governor: intel_pstate performance - CPU Microcode: 0x500002c- Xeon Silver 4215R 1P: Scaling Governor: intel_pstate performance - CPU Microcode: 0x500002c- Xeon Silver 4214R: Scaling Governor: intel_pstate performance - CPU Microcode: 0x500002c- Xeon Silver 4214R 2P: Scaling Governor: intel_pstate performance - CPU Microcode: 0x500002c- Xeon Gold 5217: Scaling Governor: intel_pstate performance - CPU Microcode: 0x500002c- Xeon Gold 6250 2P: Scaling Governor: intel_pstate powersave - 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

July Testsrodinia: OpenMP LavaMDrodinia: OpenMP HotSpot3Drodinia: OpenMP Leukocyterodinia: OpenMP CFD Solverrodinia: OpenMP Streamclustercompress-zstd: 3compress-zstd: 19onednn: IP Batch 1D - f32 - CPUonednn: IP Batch All - f32 - CPUonednn: IP Batch 1D - u8s8f32 - CPUonednn: IP Batch All - u8s8f32 - CPUonednn: IP Batch 1D - bf16bf16bf16 - CPUonednn: IP Batch All - bf16bf16bf16 - CPUonednn: Deconvolution Batch deconv_1d - f32 - CPUonednn: Deconvolution Batch deconv_3d - f32 - CPUonednn: Deconvolution Batch deconv_1d - u8s8f32 - CPUonednn: Deconvolution Batch deconv_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Deconvolution Batch deconv_1d - bf16bf16bf16 - CPUonednn: Deconvolution Batch deconv_3d - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUaom-av1: Speed 0 Two-Passaom-av1: Speed 4 Two-Passaom-av1: Speed 6 Realtimeaom-av1: Speed 6 Two-Passaom-av1: Speed 8 Realtimeluxcorerender: DLSCluxcorerender: Rainbow Colors and Prismavifenc: 0avifenc: 2avifenc: 8avifenc: 10build-apache: Time To Compilebuild-linux-kernel: Time To Compilemontage: Mosaic of M17, K band, 1.5 deg x 1.5 degdaphne: OpenMP - NDT Mappingdaphne: OpenMP - Points2Imagedaphne: OpenMP - Euclidean Clusterhugin: Panorama Photo Assistant + Stitching Timeocrmypdf: Processing 60 Page PDF Documentneatbench: CPUai-benchmark: Device Inference Scoreai-benchmark: Device Training Scoreai-benchmark: Device AI ScoreXeon Silver 4215RXeon Silver 4215R 1PXeon Silver 4214RXeon Silver 4214R 2PXeon Gold 5217Xeon Gold 6250 2P404.016111.198102.69015.85613.8823602.666.14.4567850.45760.95515915.94719.33406117.9834.258546.163661.075641.52593345.23699.62115.088719.29311.520540.6838923.137760.251.7614.322.6524.461.932.0382.73049.5297.4367.19722.50455.77287.631697.3015086.814043312972.6263.35027.43714.8115610502206800.463112.986159.50725.00914.3613636.144.47.5014891.25091.7009024.170218.6228221.2368.078569.960141.985162.46880462.286145.08930.208030.62812.522431.285416.231230.241.7715.332.7931.631.011.09123.55369.5766.5536.22323.15595.78687.228854.2822473.192968259951.7962.77740.48614.08108891699642.118125.566134.13318.82212.4824581.962.65.3626163.62871.3145916.392514.4981149.6155.600968.507521.418392.10054347.21486.351319.432724.29231.742580.8801194.022630.241.7416.212.7130.621.561.66103.25461.4186.8256.56923.88776.46098.046821.6420294.541027811883.1966.54434.96220.3105610712127325.619127.12076.18812.46213.2823343.589.73.2287640.23171.01112311.03478.7074182.22703.1648526.10072.9841271.08415288.26985.182410.161012.38530.9475400.4915412.070570.241.6814.652.5625.163.003.1881.62849.6288.2117.91922.77645.55999.327680.6914018.476205107875.0868.86025.72920.4141611652581846.390117.061168.00425.11212.2253887.346.16.1345675.44301.3977920.088415.5609187.5526.629818.235681.630352.00505385.597127.81825.835426.15442.117421.075845.338320.251.8516.542.8932.611.161.25119.48269.6216.8166.45624.17698.34093.028853.6922186.945578315897.3665.38940.88015.694010061946329.93496.39391.00811.82310.0613261.683.82.8168133.06330.6955529.302674.0651954.59081.746552.751320.4183800.746239211.73762.60418.0741410.36680.5325780.3926201.594050.291.9110.412.9022.642.943.0067.27541.0146.4396.31722.26745.75677.569744.4615997.7920362821037.0355.99424.43620.8168312052888OpenBenchmarking.org

Rodinia

Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDXeon Silver 4214R 2PXeon Gold 6250 2PXeon Silver 4215RXeon Silver 4214RXeon Silver 4215R 1PXeon Gold 52172004006008001000SE +/- 0.64, N = 3SE +/- 1.09, N = 3SE +/- 1.02, N = 3SE +/- 2.58, N = 3SE +/- 2.76, N = 3SE +/- 2.47, N = 3325.62329.93404.02642.12800.46846.391. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP HotSpot3D

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DXeon Gold 6250 2PXeon Silver 4215RXeon Silver 4215R 1PXeon Gold 5217Xeon Silver 4214RXeon Silver 4214R 2P306090120150SE +/- 1.45, N = 3SE +/- 0.17, N = 3SE +/- 1.77, N = 3SE +/- 0.14, N = 3SE +/- 0.23, N = 3SE +/- 0.95, N = 396.39111.20112.99117.06125.57127.121. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP Leukocyte

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteXeon Silver 4214R 2PXeon Gold 6250 2PXeon Silver 4215RXeon Silver 4214RXeon Silver 4215R 1PXeon Gold 52174080120160200SE +/- 0.61, N = 3SE +/- 1.44, N = 3SE +/- 0.30, N = 3SE +/- 0.73, N = 3SE +/- 0.80, N = 3SE +/- 0.08, N = 376.1991.01102.69134.13159.51168.001. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP CFD Solver

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Silver 4215R 1PXeon Gold 5217612182430SE +/- 0.13, N = 15SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 311.8212.4615.8618.8225.0125.111. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP Streamcluster

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterXeon Gold 6250 2PXeon Gold 5217Xeon Silver 4214RXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4215R 1P48121620SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.02, N = 310.0612.2312.4813.2813.8814.361. (CXX) g++ options: -O2 -lOpenCL

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1PXeon Silver 4215RXeon Silver 4214R 2PXeon Gold 6250 2P10002000300040005000SE +/- 10.11, N = 3SE +/- 22.39, N = 3SE +/- 16.69, N = 3SE +/- 133.48, N = 15SE +/- 159.47, N = 15SE +/- 108.98, N = 154581.93887.33636.13602.63343.53261.61. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Xeon Silver 4214R 2PXeon Gold 6250 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P20406080100SE +/- 1.11, N = 15SE +/- 0.43, N = 3SE +/- 0.97, N = 15SE +/- 0.32, N = 3SE +/- 0.41, N = 3SE +/- 0.22, N = 389.783.866.162.646.144.41. (CC) gcc options: -O3 -pthread -lz -llzma

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: f32 - Engine: CPUXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P246810SE +/- 0.12190, N = 15SE +/- 0.02443, N = 3SE +/- 0.06579, N = 15SE +/- 0.00736, N = 3SE +/- 0.01361, N = 3SE +/- 0.00859, N = 32.816813.228764.456785.362616.134567.50148MIN: 1.41MIN: 3.05MIN: 3.81MIN: 5.14MIN: 5.8MIN: 71. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: IP Batch All - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: f32 - Engine: CPUXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P20406080100SE +/- 0.19, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.42, N = 333.0640.2350.4663.6375.4491.25MIN: 30.53MIN: 37.8MIN: 48.06MIN: 62.42MIN: 74.52MIN: 88.551. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPUXeon Gold 6250 2PXeon Silver 4215RXeon Silver 4214R 2PXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P0.38270.76541.14811.53081.9135SE +/- 0.009070, N = 4SE +/- 0.008286, N = 3SE +/- 0.006873, N = 3SE +/- 0.003015, N = 3SE +/- 0.001250, N = 3SE +/- 0.008017, N = 30.6955520.9551591.0111231.3145901.3977901.700900MIN: 0.59MIN: 0.89MIN: 0.95MIN: 1.27MIN: 1.34MIN: 1.61. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPUXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P612182430SE +/- 0.02845, N = 3SE +/- 0.16781, N = 3SE +/- 0.17934, N = 3SE +/- 0.00599, N = 3SE +/- 0.03210, N = 3SE +/- 0.03315, N = 39.3026711.0347015.9471016.3925020.0884024.17020MIN: 8.86MIN: 10MIN: 15.13MIN: 15.47MIN: 19.12MIN: 22.871. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P510152025SE +/- 0.02666, N = 3SE +/- 0.00597, N = 3SE +/- 0.05292, N = 3SE +/- 0.01527, N = 3SE +/- 0.00535, N = 3SE +/- 0.01410, N = 34.065198.707419.3340614.4981015.5609018.62280MIN: 3.88MIN: 8.33MIN: 8.73MIN: 14.01MIN: 14.8MIN: 17.461. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: IP Batch All - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P50100150200250SE +/- 0.03, N = 3SE +/- 0.20, N = 3SE +/- 1.41, N = 3SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.36, N = 354.5982.23117.98149.62187.55221.24MIN: 53.56MIN: 79.81MIN: 112.15MIN: 146.36MIN: 184.73MIN: 214.941. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPUXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P246810SE +/- 0.00917, N = 3SE +/- 0.00521, N = 3SE +/- 0.00420, N = 3SE +/- 0.00276, N = 3SE +/- 0.00170, N = 3SE +/- 0.00988, N = 31.746553.164854.258545.600966.629818.07856MIN: 1.56MIN: 3.1MIN: 4.19MIN: 5.56MIN: 6.57MIN: 7.891. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPUXeon Gold 6250 2PXeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 4215R 1PXeon Silver 4214R 2P612182430SE +/- 0.02079, N = 3SE +/- 0.00898, N = 3SE +/- 0.01386, N = 3SE +/- 0.00249, N = 3SE +/- 0.05803, N = 3SE +/- 0.15179, N = 32.751326.163668.235688.507529.9601426.10070MIN: 6.11MIN: 8.19MIN: 8.49MIN: 9.8MIN: 16.011. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPUXeon Gold 6250 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1PXeon Silver 4214R 2P0.67141.34282.01422.68563.357SE +/- 0.001405, N = 3SE +/- 0.000717, N = 3SE +/- 0.000838, N = 3SE +/- 0.000244, N = 3SE +/- 0.001998, N = 3SE +/- 1.567466, N = 120.4183801.0756401.4183901.6303501.9851602.984127MIN: 1.05MIN: 1.4MIN: 1.61MIN: 1.94MIN: 0.81. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPUXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 4215R 1P0.55551.1111.66652.2222.7775SE +/- 0.007539, N = 15SE +/- 0.001233, N = 3SE +/- 0.000960, N = 3SE +/- 0.006834, N = 3SE +/- 0.000599, N = 3SE +/- 0.008718, N = 30.7462391.0841501.5259302.0050502.1005402.468800MIN: 0.57MIN: 1.07MIN: 1.51MIN: 1.99MIN: 2.09MIN: 2.411. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P100200300400500SE +/- 2.97, N = 15SE +/- 1.61, N = 3SE +/- 3.31, N = 3SE +/- 0.58, N = 3SE +/- 0.53, N = 3SE +/- 0.85, N = 3211.74288.27345.24347.21385.60462.29MIN: 185.48MIN: 280.79MIN: 331.69MIN: 345.14MIN: 383.3MIN: 455.111. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4214RXeon Silver 4215RXeon Gold 5217Xeon Silver 4215R 1P306090120150SE +/- 0.88, N = 15SE +/- 0.59, N = 3SE +/- 0.29, N = 3SE +/- 0.83, N = 3SE +/- 0.31, N = 3SE +/- 0.35, N = 362.6085.1886.3599.62127.82145.09MIN: 56.78MIN: 81.92MIN: 82.74MIN: 95.29MIN: 125.25MIN: 140.091. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P714212835SE +/- 0.01546, N = 3SE +/- 0.00685, N = 3SE +/- 0.02401, N = 3SE +/- 0.00294, N = 3SE +/- 0.00348, N = 3SE +/- 0.04683, N = 38.0741410.1610015.0887019.4327025.8354030.20800MIN: 7.96MIN: 10.1MIN: 15.01MIN: 19.4MIN: 25.81MIN: 29.781. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P714212835SE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 310.3712.3919.2924.2926.1530.63MIN: 9.67MIN: 12.3MIN: 19.08MIN: 24.21MIN: 26.11MIN: 30.491. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P0.56751.1351.70252.272.8375SE +/- 0.008762, N = 3SE +/- 0.002266, N = 3SE +/- 0.019013, N = 3SE +/- 0.004774, N = 3SE +/- 0.004248, N = 3SE +/- 0.003426, N = 30.5325780.9475401.5205401.7425802.1174202.522430MIN: 0.47MIN: 0.89MIN: 1.33MIN: 1.69MIN: 2.07MIN: 2.431. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P0.28920.57840.86761.15681.446SE +/- 0.008932, N = 15SE +/- 0.007655, N = 3SE +/- 0.005968, N = 15SE +/- 0.002600, N = 3SE +/- 0.000581, N = 3SE +/- 0.004469, N = 30.3926200.4915410.6838920.8801191.0758401.285410MIN: 0.3MIN: 0.45MIN: 0.61MIN: 0.84MIN: 1.03MIN: 1.191. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P246810SE +/- 0.00571, N = 3SE +/- 0.00280, N = 3SE +/- 0.00352, N = 3SE +/- 0.00143, N = 3SE +/- 0.00886, N = 3SE +/- 0.01971, N = 31.594052.070573.137764.022635.338326.23123MIN: 1.51MIN: 2.02MIN: 3.04MIN: 3.87MIN: 5.13MIN: 5.921. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

AOM AV1

Encoder Mode: Speed 0 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 0 Two-PassXeon Gold 6250 2PXeon Gold 5217Xeon Silver 4215RXeon Silver 4214R 2PXeon Silver 4214RXeon Silver 4215R 1P0.06530.13060.19590.26120.3265SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.290.250.250.240.240.241. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

AOM AV1

Encoder Mode: Speed 4 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 4 Two-PassXeon Gold 6250 2PXeon Gold 5217Xeon Silver 4215R 1PXeon Silver 4215RXeon Silver 4214RXeon Silver 4214R 2P0.42980.85961.28941.71922.149SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.911.851.771.761.741.681. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

AOM AV1

Encoder Mode: Speed 6 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimeXeon Gold 5217Xeon Silver 4214RXeon Silver 4215R 1PXeon Silver 4214R 2PXeon Silver 4215RXeon Gold 6250 2P48121620SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.10, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 316.5416.2115.3314.6514.3210.411. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

AOM AV1

Encoder Mode: Speed 6 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-PassXeon Gold 6250 2PXeon Gold 5217Xeon Silver 4215R 1PXeon Silver 4214RXeon Silver 4215RXeon Silver 4214R 2P0.65251.3051.95752.613.2625SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 32.902.892.792.712.652.561. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

AOM AV1

Encoder Mode: Speed 8 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimeXeon Gold 5217Xeon Silver 4215R 1PXeon Silver 4214RXeon Silver 4214R 2PXeon Silver 4215RXeon Gold 6250 2P816243240SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.23, N = 10SE +/- 0.19, N = 15SE +/- 0.30, N = 332.6131.6330.6225.1624.4622.641. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

LuxCoreRender

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCXeon Silver 4214R 2PXeon Gold 6250 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P0.6751.352.0252.73.375SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 33.002.941.931.561.161.01MIN: 2.87 / MAX: 3.15MIN: 2.81 / MAX: 3.05MIN: 1.84 / MAX: 1.99MIN: 1.5 / MAX: 1.59MIN: 1.11 / MAX: 1.19MIN: 0.97 / MAX: 1.03

LuxCoreRender

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismXeon Silver 4214R 2PXeon Gold 6250 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P0.71551.4312.14652.8623.5775SE +/- 0.02, N = 15SE +/- 0.05, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 33.183.002.031.661.251.09MIN: 2.79 / MAX: 3.28MIN: 2.58 / MAX: 3.19MIN: 1.98 / MAX: 2.1MIN: 1.63 / MAX: 1.71MIN: 1.22 / MAX: 1.3MIN: 1.06 / MAX: 1.15

libavif avifenc

Encoder Speed: 0

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0Xeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P306090120150SE +/- 0.25, N = 3SE +/- 0.73, N = 3SE +/- 0.21, N = 3SE +/- 0.43, N = 3SE +/- 0.09, N = 3SE +/- 0.58, N = 367.2881.6382.73103.25119.48123.551. (CXX) g++ options: -O3 -fPIC

libavif avifenc

Encoder Speed: 2

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Xeon Gold 6250 2PXeon Silver 4215RXeon Silver 4214R 2PXeon Silver 4214RXeon Silver 4215R 1PXeon Gold 52171530456075SE +/- 0.36, N = 3SE +/- 0.58, N = 3SE +/- 0.29, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 341.0149.5349.6361.4269.5869.621. (CXX) g++ options: -O3 -fPIC

libavif avifenc

Encoder Speed: 8

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Xeon Gold 6250 2PXeon Silver 4215R 1PXeon Gold 5217Xeon Silver 4214RXeon Silver 4215RXeon Silver 4214R 2P246810SE +/- 0.009, N = 3SE +/- 0.015, N = 3SE +/- 0.009, N = 3SE +/- 0.001, N = 3SE +/- 0.073, N = 9SE +/- 0.079, N = 36.4396.5536.8166.8257.4368.2111. (CXX) g++ options: -O3 -fPIC

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Xeon Silver 4215R 1PXeon Gold 6250 2PXeon Gold 5217Xeon Silver 4214RXeon Silver 4215RXeon Silver 4214R 2P246810SE +/- 0.017, N = 3SE +/- 0.109, N = 3SE +/- 0.020, N = 3SE +/- 0.004, N = 3SE +/- 0.092, N = 5SE +/- 0.048, N = 36.2236.3176.4566.5697.1977.9191. (CXX) g++ options: -O3 -fPIC

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileXeon Gold 6250 2PXeon Silver 4215RXeon Silver 4214R 2PXeon Silver 4215R 1PXeon Silver 4214RXeon Gold 5217612182430SE +/- 0.04, N = 3SE +/- 0.17, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 322.2722.5022.7823.1623.8924.18

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileXeon Silver 4214R 2PXeon Gold 6250 2PXeon Silver 4215RXeon Silver 4214RXeon Silver 4215R 1PXeon Gold 521720406080100SE +/- 0.57, N = 3SE +/- 0.58, N = 5SE +/- 0.75, N = 3SE +/- 0.56, N = 3SE +/- 0.42, N = 3SE +/- 0.56, N = 345.5645.7655.7776.4695.7998.34

Montage Astronomical Image Mosaic Engine

Mosaic of M17, K band, 1.5 deg x 1.5 deg

OpenBenchmarking.orgSeconds, Fewer Is BetterMontage Astronomical Image Mosaic Engine 6.0Mosaic of M17, K band, 1.5 deg x 1.5 degXeon Gold 6250 2PXeon Silver 4215R 1PXeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 4214R 2P20406080100SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.33, N = 377.5787.2387.6393.0398.0599.331. (CC) gcc options: -std=gnu99 -lcfitsio -lm -O2

Darmstadt Automotive Parallel Heterogeneous Suite

Backend: OpenMP - Kernel: NDT Mapping

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: NDT MappingXeon Silver 4215R 1PXeon Gold 5217Xeon Silver 4214RXeon Gold 6250 2PXeon Silver 4215RXeon Silver 4214R 2P2004006008001000SE +/- 1.71, N = 3SE +/- 1.59, N = 3SE +/- 2.55, N = 3SE +/- 9.61, N = 4SE +/- 1.95, N = 3SE +/- 1.78, N = 3854.28853.69821.64744.46697.30680.691. (CXX) g++ options: -O3 -std=c++11 -fopenmp

Darmstadt Automotive Parallel Heterogeneous Suite

Backend: OpenMP - Kernel: Points2Image

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Points2ImageXeon Silver 4215R 1PXeon Gold 5217Xeon Silver 4214RXeon Gold 6250 2PXeon Silver 4215RXeon Silver 4214R 2P5K10K15K20K25KSE +/- 212.29, N = 9SE +/- 226.65, N = 8SE +/- 140.95, N = 14SE +/- 161.18, N = 8SE +/- 85.26, N = 3SE +/- 170.33, N = 1222473.1922186.9520294.5415997.7915086.8114018.481. (CXX) g++ options: -O3 -std=c++11 -fopenmp

Darmstadt Automotive Parallel Heterogeneous Suite

Backend: OpenMP - Kernel: Euclidean Cluster

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Euclidean ClusterXeon Gold 6250 2PXeon Silver 4215RXeon Silver 4215R 1PXeon Gold 5217Xeon Silver 4214RXeon Silver 4214R 2P2004006008001000SE +/- 3.86, N = 3SE +/- 1.84, N = 3SE +/- 0.93, N = 3SE +/- 0.64, N = 3SE +/- 0.25, N = 3SE +/- 1.83, N = 31037.03972.62951.79897.36883.19875.081. (CXX) g++ options: -O3 -std=c++11 -fopenmp

Hugin

Panorama Photo Assistant + Stitching Time

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeXeon Gold 6250 2PXeon Silver 4215R 1PXeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 4214R 2P1530456075SE +/- 0.43, N = 3SE +/- 0.51, N = 3SE +/- 0.27, N = 3SE +/- 0.80, N = 3SE +/- 0.45, N = 3SE +/- 0.78, N = 355.9962.7863.3565.3966.5468.86

OCRMyPDF

Processing 60 Page PDF Document

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 6.1.2Processing 60 Page PDF DocumentXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Silver 4215R 1PXeon Gold 5217918273645SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 324.4425.7327.4434.9640.4940.88

NeatBench

Acceleration: CPU

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: CPUXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4214RXeon Gold 5217Xeon Silver 4215RXeon Silver 4215R 1P510152025SE +/- 0.22, N = 3SE +/- 0.26, N = 5SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 320.820.420.315.614.814.0

AI Benchmark Alpha

Device Inference Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P4008001200160020001683141611561056940810

AI Benchmark Alpha

Device Training Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4214RXeon Silver 4215RXeon Gold 5217Xeon Silver 4215R 1P3006009001200150012051165107110501006889

AI Benchmark Alpha

Device AI Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreXeon Gold 6250 2PXeon Silver 4214R 2PXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R 1P6001200180024003000288825812206212719461699

Phoronix Test Suite v10.8.4