Applications & Models - Page 8

Applications & Models - Page 8#

Explore the latest blogs about applications and models in the ROCm ecosystem, including machine learning frameworks, AI models, and application case studies.

Retrieval Augmented Generation (RAG) using LlamaIndex

April 04, 2024 by Clint Greene

Total body segmentation using MONAI Deploy on an AMD GPU

Total body segmentation using MONAI Deploy with ROCm

April 04, 2024 by Vara Lakshmi Bayanagari

Scale AI applications with Ray

April 01, 2024 by Vicky Tsang, Logan Grado, Eliot Li

Automatic mixed precision in PyTorch using AMD GPUs

In this blog, we will discuss the basics of AMP, how it works, and how it can improve training efficiency on AMD GPUs. As models increase in size, the time and memory needed to train them--and consequently, the cost--also increases. Therefore, any measures we take to reduce training time and memory usage can be highly beneficial. This is where Automatic Mixed Precision (AMP) comes in.

March 29, 2024 by Logan Grado