Posted in 2024

16 May 2024 - Siemens taps AMD Instinct™ GPUs to expand high-performance hardware options for Simcenter STAR-CCM+

16 May 2024 - AMD Collaboration with the University of Michigan offers High Performance Open-Source Solutions to the Bioinformatics Community

15 May 2024 - Accelerating Large Language Models with Flash Attention on AMD GPUs

13 May 2024 - Reading AMDGCN ISA

07 May 2024 - AMD in Action: Unveiling the Power of Application Tracing and Profiling

01 May 2024 - Step-by-Step Guide to Use OpenLLM on AMD GPUs

01 May 2024 - Inferencing with Mixtral 8x22B on AMD GPUs

30 April 2024 - Training a Neural Collaborative Filtering (NCF) Recommender on an AMD GPU

26 April 2024 - Table Question-Answering with TaPas

26 April 2024 - Multimodal (Visual and Language) understanding with LLaVA-NeXT

26 April 2024 - Application portability with HIP

24 April 2024 - Unlocking Vision-Text Dual-Encoding: Multi-GPU Training of a CLIP-Like Model

24 April 2024 - Transforming Words into Motion: A Guide to Video Generation with AMD GPU

18 April 2024 - C++17 parallel algorithms and HIPSTDPAR

17 April 2024 - Inferencing with AI2’s OLMo model on AMD GPU

16 April 2024 - Text Summarization with FLAN-T5

16 April 2024 - Speech-to-Text on an AMD GPU with Whisper

16 April 2024 - PyTorch C++ Extension on AMD GPU

16 April 2024 - Programming AMD GPUs with Julia

16 April 2024 - Program Synthesis with CodeGen

16 April 2024 - Interacting with Contrastive Language-Image Pre-Training (CLIP) model on AMD GPU

16 April 2024 - Instruction fine-tuning of StarCoder with PEFT on multiple AMD GPUs

16 April 2024 - Affinity part 2 - System topology and controlling affinity

16 April 2024 - Affinity part 1 - Affinity, placement, and order

15 April 2024 - Enhancing LLM Accessibility: A Deep Dive into QLoRA Through Fine-tuning Llama 2 on a single AMD GPU

15 April 2024 - Developing Triton Kernels on AMD GPUs

11 April 2024 - GPU Unleashed: Training Reinforcement Learning Agents with Stable Baselines3 on an AMD GPU in Gymnasium Environment

09 April 2024 - ResNet for image classification using AMD GPUs

08 April 2024 - Small language models with Phi-2

04 April 2024 - Using the ChatGLM-6B bilingual language model with AMD GPUs

04 April 2024 - Total body segmentation using MONAI Deploy on an AMD GPU

04 April 2024 - Retrieval Augmented Generation (RAG) using LlamaIndex

04 April 2024 - Inferencing and serving with vLLM on AMD GPUs

04 April 2024 - Image classification using Vision Transformer with AMD GPUs

04 April 2024 - Building semantic search with SentenceTransformers on AMD

01 April 2024 - Scale AI applications with Ray

29 March 2024 - Automatic mixed precision in PyTorch using AMD GPUs

15 March 2024 - Large language model inference optimizations on AMD GPUs

12 March 2024 - Building a decoder transformer model on AMD GPU(s)

11 March 2024 - Question-answering Chatbot with LangChain on an AMD GPU

08 March 2024 - Music Generation With MusicGen on an AMD GPU

23 February 2024 - Efficient image generation with Stable Diffusion models and ONNX Runtime using AMD GPUs

08 February 2024 - Simplifying deep learning: A guide to PyTorch Lightning

07 February 2024 - Two-dimensional images to three-dimensional scene mapping using NeRF on an AMD GPU

05 February 2024 - Using LoRA for efficient fine-tuning: Fundamental principles

01 February 2024 - Fine-tune Llama 2 with LoRA: Customizing a large language model for question-answering

29 January 2024 - Pre-training BERT using Hugging Face & TensorFlow on an AMD GPU

26 January 2024 - Pre-training BERT using Hugging Face & PyTorch on an AMD GPU

26 January 2024 - Accelerating XGBoost with Dask using multiple AMD GPUs

25 January 2024 - LLM distributed supervised fine-tuning with JAX

24 January 2024 - Pre-training a large language model with Megatron-DeepSpeed on multiple AMD GPUs

24 January 2024 - Efficient image generation with Stable Diffusion models and AITemplate using AMD GPUs

24 January 2024 - Efficient deployment of large language models with Text Generation Inference on AMD GPUs

Posted in 2023

03 November 2023 - Sparse matrix vector multiplication - part 1

15 September 2023 - Jacobi Solver with HIP and OpenMP offloading

11 September 2023 - Creating a PyTorch/TensorFlow code environment on AMD GPUs

18 July 2023 - Finite difference method - Laplacian part 4

08 June 2023 - GPU-aware MPI with ROCm

17 May 2023 - Register pressure in AMD CDNA™2 GPUs

11 May 2023 - Finite difference method - Laplacian part 3

12 April 2023 - Introduction to profiling tools for AMD hardware

09 March 2023 - AMD Instinct™ MI200 GPU memory space overview

26 January 2023 - AMD ROCm™ installation

04 January 2023 - Finite difference method - Laplacian part 2

Posted in 2022

14 November 2022 - Finite difference method - Laplacian part 1

14 November 2022 - AMD matrix cores