Tag: GPU Optimization

Advanced Analysis of CUDA Memory Coalescing and Access Pattern Optimization

Posted on by uplatzblog

1. Introduction: The Memory Wall in Massively Parallel Computing In the domain of High-Performance Computing (HPC) and deep learning, the performance of Massively Parallel Processing (MPP) systems is governed less Read More …

Accelerating Transformer Inference: A Deep Dive into the Architecture and Performance of FlashAttention

Posted on by uplatzblog

The Tyranny of Quadratic Complexity: Deconstructing the Transformer Inference Bottleneck The Transformer architecture has become the de facto standard for state-of-the-art models across numerous domains, from natural language processing to Read More …