WWDC24: Accelerate machine learning with Metal | Apple

Learn how to accelerate your machine learning transformer models with new features in Metal Performance Shaders Graph. We’ll also cover how to improve your model’s compute bandwidth and quality, and visualize it in the all new MPSGraph viewer. Discuss this video on the Apple Developer Forums: https://developer.apple.com/forums/topics/machine-learning-and-ai?cid=yt-a-0010 Explore related documentation, sample code, and more: MPSGraph: https://developer.apple.com/documentation/MetalPerformanceShadersGraph/MPSGraph Metal Performance Shaders Graph: https://developer.apple.com/documentation/MetalPerformanceShadersGraph Filtering Images with MPSGraph FFT Operations: https://developer.apple.com/documentation/metalperformanceshadersgraph/filtering_images_with_mpsgraph_fft_operations Accelerate machine learning with Metal: https://developer.apple.com/videos/play/wwdc2022/10063 Optimize machine learning for Metal apps: https://developer.apple.com/videos/play/wwdc2023/10050 Accelerate machine learning with Metal Performance Shaders Graph: https://developer.apple.com/videos/play/wwdc2021/10152 Explore machine learning on Apple platforms: https://developer.apple.com/videos/play/wwdc2024/10223 00:00 - Introduction 02:07 - Transformer support 13:41 - Fast Fourier transforms 16:42 - MPS Graph viewer More Apple Developer resources: Video sessions: https://apple.co/VideoSessions Documentation: https://apple.co/DeveloperDocs Forums: https://apple.co/DeveloperForums App: https://apple.co/DeveloperApp