Overview

This document describes an example workload of the Intel® Data Center GPU Max Series.

AI workflows

Computer vision examples:

• Model Zoo ResNet-50-v1.5 image classification inference using Intel® Extension for PyTorch on Intel® Max Series GPU

• Model Zoo ResNet-50-v1.5 image classification training on Intel® Data Center GPU Max Series using Intel® Extension for PyTorch

• Model Zoo ResNet-50-v1.5 image classification training using Intel® Extension for TensorFlow on Intel® Data Center GPU Max Series

Natural Language Processing (LLM) examples:

• BERT large training using PyTorch framework and MLCommons dataset

• BERT large inference using PyTorch framework and SQUAD dataset

High-performance computing

Domain	Procedure
System test	Stream Triad (BabelSTREAM)
System test	DGEMM
Life sciences	LAMMPS
Life sciences	AutoDock-GPU
FSI	Binomial Options
FSI	Black-Scholes
FSI	Monte Carlo
Physics	DPEcho