Applications & Models - Page 4

Applications & Models - Page 4#

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

Graph analytics on AMD GPUs using Gunrock

July 29, 2024 by Thomas Gibson, Muhammad Osama

Using statistical methods to reliably compare algorithm performance in large generative AI models with JAX Profiler on AMD GPUs

Using Statistical Methods to Reliably Compare Algorithm Performance in Large Generative AI Models with JAX Profiler on AMD GPUs

July 22, 2024 by Douglas Jia

Accelerate PyTorch Models using torch.compile on AMD GPUs with ROCm

July 11, 2024 by Sean Song

DBRX Instruct on AMD GPUs

July 11, 2024 by Phillip Dang

Accelerating models on ROCm using PyTorch TunableOp

July 03, 2024 by Logan Grado

A Guide to Implementing and Training Generative Pre-trained Transformers (GPT) in JAX on AMD GPUs

July 02, 2024 by Douglas Jia

Deep Learning Recommendation Models on AMD GPUs

Deep Learning Recommendation Model on AMD GPU

June 28, 2024 by Phillip Dang

Mamba on AMD GPUs with ROCm

June 28, 2024 by Sean Song, Jassani Adeem, Moskvichev Arseny

Fine-tuning and Testing Cutting-Edge Speech Models using ROCm on AMD GPUs

This blog post demonstrates how to fine-tune and test three state-of-the-art machine learning Automatic Speech Recognition (ASR) models, running on AMD GPUs using ROCm.

June 27, 2024 by Fabricio Flores

Segment Anything with AMD GPUs

June 04, 2024 by Sean Song

Unveiling performance insights with PyTorch Profiler on an AMD GPU

Unveiling Performance Insights with PyTorch Profiler on an AMD GPU

May 29, 2024 by Phillip Dang

Panoptic segmentation and instance segmentation with Detectron2 on AMD GPUs

Object Detection and Image Segmentation with Detectron2 on AMD GPU

May 23, 2024 by Vara Lakshmi Bayanagari

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