AI Blogs - Page 31#
TensorFlow Profiler in practice: Optimizing TensorFlow models on AMD GPUs
TensorFlow Profiler measures resource use and performance of models, helping identify bottlenecks for optimization. This blog demonstrates the use of the TensorFlow Profiler tool on AMD hardware.
SmoothQuant model inference on AMD Instinct MI300X using Composable Kernel
SmoothQuant model inference on AMD Instinct MI300X using Composable Kernel
Unveiling performance insights with PyTorch Profiler on an AMD GPU
Unveiling Performance Insights with PyTorch Profiler on an AMD GPU
Panoptic segmentation and instance segmentation with Detectron2 on AMD GPUs
Object Detection and Image Segmentation with Detectron2 on AMD GPU
Accelerating Large Language Models with Flash Attention on AMD GPUs
Accelerating Large Language Models with Flash Attention on AMD GPUs
Step-by-Step Guide to Use OpenLLM on AMD GPUs
OpenLLM is an open-source platform for deploying large language models, enabling cloud or on-premises use. In this blog we focus on using OpenLLM to start an LLM server leveraging the capabilities of AMD GPUs
Training a Neural Collaborative Filtering (NCF) Recommender on an AMD GPU
Training a Neural Collaborative Filtering (NCF) Recommender on an AMD GPU
Multimodal (Visual and Language) understanding with LLaVA-NeXT
Multimodal instruction-following data with LLaVA-NeXT on AMD GPU
Unlocking Vision-Text Dual-Encoding: Multi-GPU Training of a CLIP-Like Model
Unlocking Vision-Text Dual-Encoding: Multi-GPU Training of a CLIP-Like Model