Xeon Platinum Ubuntu 19.04 vs 21.04

2 x Intel Xeon Platinum 8280 comparison for a future article looking at the performance change over two years.

HTML result view exported from: https://openbenchmarking.org/result/2102114-HA-CASCADE0202.

High Performance Conjugate Gradient

NAS Parallel Benchmarks

Test / Class: EP.D

Rodinia

Test: OpenMP HotSpot3D

Rodinia

Test: OpenMP Leukocyte

Rodinia

Test: OpenMP CFD Solver

Rodinia

Test: OpenMP Streamcluster

NAMD

ATPase Simulation - 327,506 Atoms

Dolfyn

Computational Fluid Dynamics

Nebular Empirical Analysis Tool

Pennant

Test: leblancbig

Timed MAFFT Alignment

Multiple Sequence Alignment - LSU RNA

OpenFOAM

Input: Motorbike 60M

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

LibRaw

Post-Processing Benchmark

ArrayFire

Test: Conjugate Gradient CPU

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU

oneDNN

Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU

oneDNN

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

oneDNN

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

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

SVT-VP9

Tuning: VMAF Optimized - Input: Bosphorus 1080p

SVT-VP9

Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

x265

Video Input: Bosphorus 1080p

ACES DGEMM

Sustained Floating-Point Rate

Intel Open Image Denoise

Scene: Memorial

OpenVKL

Benchmark: vklBenchmark

OpenVKL

Benchmark: vklBenchmarkVdbVolume

OpenVKL

Benchmark: vklBenchmarkStructuredVolume

Himeno Benchmark

Poisson Pressure Solver

YafaRay

Total Time For Sample Scene

Numpy Benchmark

Ngspice

Circuit: C2670

Ngspice

Circuit: C7552

FinanceBench

Benchmark: Repo OpenMP

FinanceBench

Benchmark: Bonds OpenMP

ASKAP

Test: tConvolve MPI - Degridding

ASKAP

Test: tConvolve MPI - Gridding

ASKAP

Test: Hogbom Clean OpenMP

TensorFlow Lite

Model: SqueezeNet

TensorFlow Lite

Model: NASNet Mobile

TensorFlow Lite

Model: Mobilenet Float

TensorFlow Lite

Model: Mobilenet Quant

TensorFlow Lite

Model: Inception ResNet V2

MariaDB

Clients: 128

MariaDB

Clients: 256

MariaDB

Clients: 512

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Write

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency

SQLite Speedtest

Timed Time - Size 1,000

Redis

Test: SADD

Redis

Test: LPUSH

Redis

Test: GET

Redis

Test: SET

TNN

Target: CPU - Model: MobileNet v2

TNN

Target: CPU - Model: SqueezeNet v1.1

PlaidML

FP16: No - Mode: Inference - Network: VGG19 - Device: CPU

PlaidML

FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU

Blender

Blend File: BMW27 - Compute: CPU-Only

Blender

Blend File: Classroom - Compute: CPU-Only

ONNX Runtime

Model: yolov4 - Device: OpenMP CPU

ONNX Runtime

Model: bertsquad-10 - Device: OpenMP CPU

ONNX Runtime

Model: fcn-resnet101-11 - Device: OpenMP CPU

ONNX Runtime

Model: shufflenet-v2-10 - Device: OpenMP CPU

ONNX Runtime

Model: super-resolution-10 - Device: OpenMP CPU

PyBench

Total For Average Test Times

PyPerformance

Benchmark: 2to3

PyPerformance

Benchmark: chaos

PyPerformance

Benchmark: pathlib

PyPerformance

Benchmark: raytrace

PyPerformance

Benchmark: json_loads

PyPerformance

Benchmark: crypto_pyaes

PyPerformance

Benchmark: regex_compile

PyPerformance

Benchmark: python_startup

PyPerformance

Benchmark: django_template

PyPerformance

Benchmark: pickle_pure_python

Appleseed

Scene: Emily

PHPBench

PHP Benchmark Suite

Kripke

Chaos Group V-RAY

Mode: CPU

Phoronix Test Suite v10.8.4