Learn how to optimize your machine learning and AI models to leverage the power of Apple silicon. Review model conversion workflows to prepare your models for on-device deployment. Understand model compression techniques that are compatible with Apple silicon, and at what stages in your model deployment workflow you can apply them. We’ll also explore the tradeoffs between storage size, latency, power usage and accuracy.
Discuss this video on the Apple Developer Forums:
https://developer.apple.com/forums/topics/machine-learning-and-ai?cid=yt-w-0011
00:00 - Introduction
02:47 - Model compression
13:35 - Stateful model
17:08 - Transformer optimization
26:24 - Multifunction model
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