December 15, 2023
Empowering Models with Performance: The Art of Generalized Model Transformation Approach
Introduction
December 14, 2023
Understanding GPU Memory 1: Visualizing All Allocations over Time
During your time with PyTorch on GPUs, you may be familiar with this common error message:
November 30, 2023
Accelerating Generative AI with PyTorch II: GPT, Fast
This post is the second part of a multi-series blog focused on how to accelerate generative AI models with pure, native PyTorch. We are excited to share a breadth of newly released PyTorch performance features alongside practical examples to see how far we can push PyTorch native performance. In part one, we showed how to accelerate Segment Anything over 8x using only pure, native PyTorch. In this blog we’ll focus on LLM optimization.
November 29, 2023
PyTorch 2.1 Contains New Performance Features for AI Developers
We are excited to see the release of PyTorch 2.1. In this blog, we discuss the five features for which Intel made significant contributions to PyTorch 2.1:
