CoreML On-Device Machine Learning

Overview

CoreML enables on-device machine learning inference across all Apple platforms. It abstracts hardware details while leveraging Apple Silicon's CPU, GPU, and Neural Engine for high-performance, private, and efficient execution.

Key principle: Start with the simplest approach, then optimize based on profiling. Don't over-engineer compression or caching until you have real performance data.

Decision Tree - CoreML vs Foundation Models