Core ML Swift Integration

Load, configure, and run Core ML models in iOS apps. Covers Swift model loading, synchronous/async inference, batch prediction, MLTensor, profiling, and memory management.

Scope boundary: Python-side model conversion, quantization, and pruning belong in apple-on-device-ai. This skill owns Swift-side integration only.

Contents

• Loading Models
• Model Configuration
• Making Predictions
• MLTensor (iOS 18+)
• Vision Integration
• Performance & Memory
• Common Mistakes
• Review Checklist
• References

Loading Models