Applications & models - Page 15

Applications & models - Page 15#

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

July 29, 2024

Graph analytics on AMD GPUs using Gunrock

./high-performance-computing/graphs/README.html

July 22, 2024

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

./artificial-intelligence/jax-profiler/README.html

July 11, 2024

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

./artificial-intelligence/torch_compile/README.html

July 11, 2024

DBRX Instruct on AMD GPUs

./artificial-intelligence/dbrx/README.html

July 03, 2024

Accelerating models on ROCm using PyTorch TunableOp

./artificial-intelligence/pytorch-tunableop/README.html

July 02, 2024

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

./artificial-intelligence/nanoGPT-JAX/README.html

June 28, 2024

Deep Learning Recommendation Models on AMD GPUs

Deep Learning Recommendation Model on AMD GPU

./artificial-intelligence/dlrm/README.html

June 28, 2024

Mamba on AMD GPUs with ROCm

Best practices of using Mamba on AMD GPUs with ROCm

./artificial-intelligence/mamba/README.html

June 27, 2024

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.

./artificial-intelligence/speech_models/README.html

June 04, 2024

Segment Anything with AMD GPUs

./artificial-intelligence/segment-anything/README.html

May 29, 2024

Unveiling performance insights with PyTorch Profiler on an AMD GPU

Unveiling Performance Insights with PyTorch Profiler on an AMD GPU

./artificial-intelligence/torch_profiler/README.html

May 23, 2024

Panoptic segmentation and instance segmentation with Detectron2 on AMD GPUs

Object Detection and Image Segmentation with Detectron2 on AMD GPU

./artificial-intelligence/detectron2/README.html

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