Testing Intel’s Arc A770 GPU for Deep Learning – Christian Mills

Published

October 22, 2022

Modified

September 12, 2024

Testing Intel’s Arc A770 GPU for Deep Learning Pt. 1

directml

openvino

pytorch

unity

arc-gpu

I tested inference performance with OpenVINO and DirectML on the A770 and attempted to train models using PyTorch-DirectML.

Testing Intel’s Arc A770 GPU for Deep Learning Pt. 2

pytorch

ubuntu

wsl2

image-classification

arc-gpu

This post covers my experience training image classification models with Intel’s PyTorch extension on the Arc A770 GPU.

Testing Intel’s Arc A770 GPU for Deep Learning Pt. 3

pytorch

ubuntu

arc-gpu

This post covers my findings from training style transfer models and running Stable Diffusion with the 🤗 Diffusers library on the Arc A770 with Intel’s PyTorch extension.

Testing Intel’s Arc A770 GPU for Deep Learning Pt. 4

pytorch

ubuntu

arc-gpu

This post covers my findings testing the first version of Intel’s PyTorch extension to support PyTorch 2.0 on native Ubuntu and Windows.