Xeon Platinum Ubuntu 19.04 2 x Intel Xeon Platinum 8280 testing with a GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS) and llvmpipe on Ubuntu 19.04 via the Phoronix Test Suite. Ubuntu 19.04: Processor: 2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 378GB, Disk: 280GB INTEL SSDPED1D280GA, Graphics: llvmpipe, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 19.04, Kernel: 5.0.0-38-generic (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, OpenGL: 3.3 Mesa 19.0.8 (LLVM 8.0 256 bits), Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 1024x768 QuantLib 1.21 MFLOPS > Higher Is Better Ubuntu 19.04 . 2296.2 |======================================================== High Performance Conjugate Gradient 3.1 GFLOP/s > Higher Is Better Ubuntu 19.04 . 29.04 |========================================================= NAS Parallel Benchmarks 3.4 Test / Class: EP.D Total Mop/s > Higher Is Better Ubuntu 19.04 . 4069.10 |======================================================= NAS Parallel Benchmarks 3.4 Test / Class: LU.C Total Mop/s > Higher Is Better Ubuntu 19.04 . 140470.31 |===================================================== Rodinia 3.1 Test: OpenMP LavaMD Seconds < Lower Is Better Ubuntu 19.04 . 55.89 |========================================================= Rodinia 3.1 Test: OpenMP HotSpot3D Seconds < Lower Is Better Ubuntu 19.04 . 114.04 |======================================================== Rodinia 3.1 Test: OpenMP Leukocyte Seconds < Lower Is Better Ubuntu 19.04 . 62.06 |========================================================= Rodinia 3.1 Test: OpenMP CFD Solver Seconds < Lower Is Better Ubuntu 19.04 . 7.260 |========================================================= Rodinia 3.1 Test: OpenMP Streamcluster Seconds < Lower Is Better Ubuntu 19.04 . 11.96 |========================================================= NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better Ubuntu 19.04 . 0.36597 |======================================================= Dolfyn 0.527 Computational Fluid Dynamics Seconds < Lower Is Better Ubuntu 19.04 . 22.89 |========================================================= Nebular Empirical Analysis Tool 2020-02-29 Seconds < Lower Is Better Ubuntu 19.04 . 32.96 |========================================================= Algebraic Multi-Grid Benchmark 1.2 Figure Of Merit > Higher Is Better Ubuntu 19.04 . 1488432000 |==================================================== Pennant 1.0.1 Test: sedovbig Hydro Cycle Time - Seconds < Lower Is Better Ubuntu 19.04 . 21.83 |========================================================= Pennant 1.0.1 Test: leblancbig Hydro Cycle Time - Seconds < Lower Is Better Ubuntu 19.04 . 8.462018 |====================================================== Timed MrBayes Analysis 3.2.7 Primate Phylogeny Analysis Seconds < Lower Is Better Ubuntu 19.04 . 110.05 |======================================================== QMCPACK 3.10 Input: simple-H2O Total Execution Time - Seconds < Lower Is Better Ubuntu 19.04 . 36.73 |========================================================= Timed HMMer Search 3.3.1 Pfam Database Search Seconds < Lower Is Better Ubuntu 19.04 . 212.29 |======================================================== Incompact3D 2020-09-17 Input: Cylinder Seconds < Lower Is Better Ubuntu 19.04 . 150.96 |======================================================== Timed MAFFT Alignment 7.471 Multiple Sequence Alignment - LSU RNA Seconds < Lower Is Better Ubuntu 19.04 . 13.05 |========================================================= Monte Carlo Simulations of Ionised Nebulae 2019-03-24 Input: Dust 2D tau100.0 Seconds < Lower Is Better Ubuntu 19.04 . 189 |=========================================================== OpenFOAM 8 Input: Motorbike 30M Seconds < Lower Is Better Ubuntu 19.04 . 21.00 |========================================================= OpenFOAM 8 Input: Motorbike 60M Seconds < Lower Is Better Ubuntu 19.04 . 168.52 |======================================================== Quantum ESPRESSO 6.7 Input: AUSURF112 Seconds < Lower Is Better Ubuntu 19.04 . 1417.32 |======================================================= LAMMPS Molecular Dynamics Simulator 29Oct2020 Model: 20k Atoms ns/day > Higher Is Better Ubuntu 19.04 . 26.65 |========================================================= LAMMPS Molecular Dynamics Simulator 29Oct2020 Model: Rhodopsin Protein ns/day > Higher Is Better Ubuntu 19.04 . 27.91 |========================================================= WebP Image Encode 1.1 Encode Settings: Quality 100 Encode Time - Seconds < Lower Is Better Ubuntu 19.04 . 2.490 |========================================================= WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless Encode Time - Seconds < Lower Is Better Ubuntu 19.04 . 19.24 |========================================================= WebP Image Encode 1.1 Encode Settings: Quality 100, Highest Compression Encode Time - Seconds < Lower Is Better Ubuntu 19.04 . 7.393 |========================================================= LibRaw 0.20 Post-Processing Benchmark Mpix/sec > Higher Is Better Ubuntu 19.04 . 38.61 |========================================================= ArrayFire 3.7 Test: BLAS CPU GFLOPS > Higher Is Better Ubuntu 19.04 . 3460.92 |======================================================= ArrayFire 3.7 Test: Conjugate Gradient CPU ms < Lower Is Better Ubuntu 19.04 . 8.483 |========================================================= oneDNN 2.0 Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 1.33794 |======================================================= oneDNN 2.0 Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 1.09070 |======================================================= oneDNN 2.0 Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 3.70841 |======================================================= oneDNN 2.0 Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 2.23227 |======================================================= oneDNN 2.0 Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 3.68703 |======================================================= oneDNN 2.0 Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 0.391409 |====================================================== oneDNN 2.0 Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 0.331390 |====================================================== oneDNN 2.0 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 934.34 |======================================================== oneDNN 2.0 Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 3.17360 |======================================================= oneDNN 2.0 Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 4.58332 |======================================================= oneDNN 2.0 Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 4.45297 |======================================================= oneDNN 2.0 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 558.13 |======================================================== oneDNN 2.0 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 923.53 |======================================================== oneDNN 2.0 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 576.49 |======================================================== oneDNN 2.0 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 0.331991 |====================================================== oneDNN 2.0 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better Ubuntu 19.04 . 0.814799 |====================================================== Kvazaar 2.0 Video Input: Bosphorus 4K - Video Preset: Very Fast Frames Per Second > Higher Is Better Ubuntu 19.04 . 16.88 |========================================================= Kvazaar 2.0 Video Input: Bosphorus 4K - Video Preset: Ultra Fast Frames Per Second > Higher Is Better Ubuntu 19.04 . 28.63 |========================================================= Kvazaar 2.0 Video Input: Bosphorus 1080p - Video Preset: Very Fast Frames Per Second > Higher Is Better Ubuntu 19.04 . 68.07 |========================================================= Kvazaar 2.0 Video Input: Bosphorus 1080p - Video Preset: Ultra Fast Frames Per Second > Higher Is Better Ubuntu 19.04 . 122.90 |======================================================== SVT-AV1 0.8 Encoder Mode: Enc Mode 0 - Input: 1080p Frames Per Second > Higher Is Better Ubuntu 19.04 . 0.138 |========================================================= SVT-AV1 0.8 Encoder Mode: Enc Mode 4 - Input: 1080p Frames Per Second > Higher Is Better Ubuntu 19.04 . 8.212 |========================================================= SVT-AV1 0.8 Encoder Mode: Enc Mode 8 - Input: 1080p Frames Per Second > Higher Is Better Ubuntu 19.04 . 60.76 |========================================================= SVT-VP9 0.1 Tuning: VMAF Optimized - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 19.04 . 258.83 |======================================================== SVT-VP9 0.1 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 19.04 . 267.36 |======================================================== SVT-VP9 0.1 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 19.04 . 222.78 |======================================================== x265 3.4 Video Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 19.04 . 19.28 |========================================================= x265 3.4 Video Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 19.04 . 34.50 |========================================================= ACES DGEMM 1.0 Sustained Floating-Point Rate GFLOP/s > Higher Is Better Ubuntu 19.04 . 18.72 |========================================================= Intel Open Image Denoise 1.2.0 Scene: Memorial Images / Sec > Higher Is Better Ubuntu 19.04 . 35.47 |========================================================= OpenVKL 0.9 Benchmark: vklBenchmark Items / Sec > Higher Is Better Ubuntu 19.04 . 456 |=========================================================== OpenVKL 0.9 Benchmark: vklBenchmarkVdbVolume Items / Sec > Higher Is Better Ubuntu 19.04 . 24812767 |====================================================== OpenVKL 0.9 Benchmark: vklBenchmarkStructuredVolume Items / Sec > Higher Is Better Ubuntu 19.04 . 75077913 |====================================================== OpenVKL 0.9 Benchmark: vklBenchmarkUnstructuredVolume Items / Sec > Higher Is Better Ubuntu 19.04 . 1993357 |======================================================= LuxCoreRender 2.3 Scene: DLSC M samples/sec > Higher Is Better Ubuntu 19.04 . 7.36 |========================================================== LuxCoreRender 2.3 Scene: Rainbow Colors and Prism M samples/sec > Higher Is Better Ubuntu 19.04 . 7.27 |========================================================== Himeno Benchmark 3.0 Poisson Pressure Solver MFLOPS > Higher Is Better Ubuntu 19.04 . 3994.50 |======================================================= YafaRay 3.4.1 Total Time For Sample Scene Seconds < Lower Is Better Ubuntu 19.04 . 223.47 |======================================================== Numpy Benchmark Score > Higher Is Better Ubuntu 19.04 . 344.63 |======================================================== Ngspice 34 Circuit: C2670 Seconds < Lower Is Better Ubuntu 19.04 . 163.82 |======================================================== Ngspice 34 Circuit: C7552 Seconds < Lower Is Better Ubuntu 19.04 . 135.57 |======================================================== WebP2 Image Encode 20210126 Encode Settings: Quality 75, Compression Effort 7 Seconds < Lower Is Better Ubuntu 19.04 . 133.44 |======================================================== WebP2 Image Encode 20210126 Encode Settings: Quality 95, Compression Effort 7 Seconds < Lower Is Better Ubuntu 19.04 . 248.92 |======================================================== WebP2 Image Encode 20210126 Encode Settings: Quality 100, Compression Effort 5 Seconds < Lower Is Better Ubuntu 19.04 . 8.474 |========================================================= Google SynthMark 20201109 Test: VoiceMark_100 Voices > Higher Is Better Ubuntu 19.04 . 535.51 |======================================================== Node.js V8 Web Tooling Benchmark runs/s > Higher Is Better Ubuntu 19.04 . 10.03 |========================================================= FinanceBench 2016-07-25 Benchmark: Repo OpenMP ms < Lower Is Better Ubuntu 19.04 . 51894.80 |====================================================== FinanceBench 2016-07-25 Benchmark: Bonds OpenMP ms < Lower Is Better Ubuntu 19.04 . 88678.11 |====================================================== ASKAP 1.0 Test: tConvolve MPI - Degridding Mpix/sec > Higher Is Better Ubuntu 19.04 . 10262.1 |======================================================= ASKAP 1.0 Test: tConvolve MPI - Gridding Mpix/sec > Higher Is Better Ubuntu 19.04 . 12085.0 |======================================================= ASKAP 1.0 Test: Hogbom Clean OpenMP Iterations Per Second > Higher Is Better Ubuntu 19.04 . 615.31 |======================================================== GROMACS 2020.3 Water Benchmark Ns Per Day > Higher Is Better Ubuntu 19.04 . 5.774 |========================================================= TensorFlow Lite 2020-08-23 Model: SqueezeNet Microseconds < Lower Is Better Ubuntu 19.04 . 67294.4 |======================================================= TensorFlow Lite 2020-08-23 Model: Inception V4 Microseconds < Lower Is Better Ubuntu 19.04 . 1102083 |======================================================= TensorFlow Lite 2020-08-23 Model: NASNet Mobile Microseconds < Lower Is Better Ubuntu 19.04 . 104739.1 |====================================================== TensorFlow Lite 2020-08-23 Model: Mobilenet Float Microseconds < Lower Is Better Ubuntu 19.04 . 53606.7 |======================================================= TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Microseconds < Lower Is Better Ubuntu 19.04 . 57234.6 |======================================================= TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Microseconds < Lower Is Better Ubuntu 19.04 . 1011558 |======================================================= MariaDB 10.5.2 Clients: 128 Queries Per Second > Higher Is Better Ubuntu 19.04 . 599 |=========================================================== MariaDB 10.5.2 Clients: 256 Queries Per Second > Higher Is Better Ubuntu 19.04 . 499 |=========================================================== MariaDB 10.5.2 Clients: 512 Queries Per Second > Higher Is Better Ubuntu 19.04 . 521 |=========================================================== PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Only TPS > Higher Is Better Ubuntu 19.04 . 873757 |======================================================== PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu 19.04 . 0.115 |========================================================= PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only TPS > Higher Is Better Ubuntu 19.04 . 649070 |======================================================== PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu 19.04 . 0.386 |========================================================= PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Write TPS > Higher Is Better Ubuntu 19.04 . 44352 |========================================================= PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu 19.04 . 2.258 |========================================================= PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write TPS > Higher Is Better Ubuntu 19.04 . 43452 |========================================================= PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu 19.04 . 5.771 |========================================================= SQLite Speedtest 3.30 Timed Time - Size 1,000 Seconds < Lower Is Better Ubuntu 19.04 . 64.91 |========================================================= Redis 6.0.9 Test: LPOP Requests Per Second > Higher Is Better Ubuntu 19.04 . 2338189.98 |==================================================== Redis 6.0.9 Test: SADD Requests Per Second > Higher Is Better Ubuntu 19.04 . 1901359.65 |==================================================== Redis 6.0.9 Test: LPUSH Requests Per Second > Higher Is Better Ubuntu 19.04 . 1486892.54 |==================================================== Redis 6.0.9 Test: GET Requests Per Second > Higher Is Better Ubuntu 19.04 . 2201881.92 |==================================================== Redis 6.0.9 Test: SET Requests Per Second > Higher Is Better Ubuntu 19.04 . 1747022.39 |==================================================== Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 200 Milli-Seconds < Lower Is Better Ubuntu 19.04 . 82612 |========================================================= Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 200 Milli-Seconds < Lower Is Better Ubuntu 19.04 . 225798 |======================================================== TNN 0.2.3 Target: CPU - Model: MobileNet v2 ms < Lower Is Better Ubuntu 19.04 . 366.00 |======================================================== TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 ms < Lower Is Better Ubuntu 19.04 . 329.56 |======================================================== PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: CPU FPS > Higher Is Better Ubuntu 19.04 . 28.21 |========================================================= PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: CPU FPS > Higher Is Better Ubuntu 19.04 . 23.49 |========================================================= PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU FPS > Higher Is Better Ubuntu 19.04 . 4.72 |========================================================== IndigoBench 4.4 Acceleration: CPU - Scene: Bedroom M samples/s > Higher Is Better Ubuntu 19.04 . 8.419 |========================================================= IndigoBench 4.4 Acceleration: CPU - Scene: Supercar M samples/s > Higher Is Better Ubuntu 19.04 . 19.93 |========================================================= Blender 2.90 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better Ubuntu 19.04 . 38.38 |========================================================= Blender 2.90 Blend File: Classroom - Compute: CPU-Only Seconds < Lower Is Better Ubuntu 19.04 . 104.22 |======================================================== ONNX Runtime 1.6 Model: yolov4 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 19.04 . 317 |=========================================================== ONNX Runtime 1.6 Model: bertsquad-10 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 19.04 . 402 |=========================================================== ONNX Runtime 1.6 Model: fcn-resnet101-11 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 19.04 . 138 |=========================================================== ONNX Runtime 1.6 Model: shufflenet-v2-10 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 19.04 . 6156 |========================================================== ONNX Runtime 1.6 Model: super-resolution-10 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 19.04 . 6410 |========================================================== PyBench 2018-02-16 Total For Average Test Times Milliseconds < Lower Is Better Ubuntu 19.04 . 1080 |========================================================== PyPerformance 1.0.0 Benchmark: go Milliseconds < Lower Is Better Ubuntu 19.04 . 240 |=========================================================== PyPerformance 1.0.0 Benchmark: 2to3 Milliseconds < Lower Is Better Ubuntu 19.04 . 340 |=========================================================== PyPerformance 1.0.0 Benchmark: chaos Milliseconds < Lower Is Better Ubuntu 19.04 . 109 |=========================================================== PyPerformance 1.0.0 Benchmark: float Milliseconds < Lower Is Better Ubuntu 19.04 . 103 |=========================================================== PyPerformance 1.0.0 Benchmark: nbody Milliseconds < Lower Is Better Ubuntu 19.04 . 116 |=========================================================== PyPerformance 1.0.0 Benchmark: pathlib Milliseconds < Lower Is Better Ubuntu 19.04 . 18.7 |========================================================== PyPerformance 1.0.0 Benchmark: raytrace Milliseconds < Lower Is Better Ubuntu 19.04 . 468 |=========================================================== PyPerformance 1.0.0 Benchmark: json_loads Milliseconds < Lower Is Better Ubuntu 19.04 . 26.1 |========================================================== PyPerformance 1.0.0 Benchmark: crypto_pyaes Milliseconds < Lower Is Better Ubuntu 19.04 . 109 |=========================================================== PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better Ubuntu 19.04 . 173 |=========================================================== PyPerformance 1.0.0 Benchmark: python_startup Milliseconds < Lower Is Better Ubuntu 19.04 . 11.3 |========================================================== PyPerformance 1.0.0 Benchmark: django_template Milliseconds < Lower Is Better Ubuntu 19.04 . 54.1 |========================================================== PyPerformance 1.0.0 Benchmark: pickle_pure_python Milliseconds < Lower Is Better Ubuntu 19.04 . 445 |=========================================================== Appleseed 2.0 Beta Scene: Emily Seconds < Lower Is Better Ubuntu 19.04 . 157.87 |======================================================== Appleseed 2.0 Beta Scene: Disney Material Seconds < Lower Is Better Ubuntu 19.04 . 69.32 |========================================================= Appleseed 2.0 Beta Scene: Material Tester Seconds < Lower Is Better Ubuntu 19.04 . 193.01 |======================================================== PHPBench 0.8.1 PHP Benchmark Suite Score > Higher Is Better Ubuntu 19.04 . 633177 |======================================================== Kripke 1.2.4 Throughput FoM > Higher Is Better Ubuntu 19.04 . 93502577 |====================================================== Chaos Group V-RAY 5 Mode: CPU vsamples > Higher Is Better Ubuntu 19.04 . 47419 |=========================================================