Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Breaking Boundaries - Advancements in High-Performance AI/ML through PyTorch's Python Compiler

PyCon US via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the innovative approach taken by the PyTorch development team to address performance challenges in AI/ML through a Python compiler in this 24-minute sponsor presentation from PyCon US. Discover how the team aimed to improve performance, reduce memory usage, and enhance distributed capabilities while maintaining PyTorch's Python-centric nature. Learn about the implementation process, resulting in a 43% speedup, and gain insights into the benefits, challenges, and technologies used in building the PyTorch Python compiler. Understand how this solution aligns with PyTorch's original intent and simplifies community contributions, offering a glimpse into the framework's ongoing evolution and innovation in high-performance AI/ML.

Syllabus

Sponsor Presentation—Advancements in High-Performance AI/ML through PyTorch's Python Compiler

Taught by

PyCon US

Reviews

Start your review of Breaking Boundaries - Advancements in High-Performance AI/ML through PyTorch's Python Compiler

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.