CoreML for Apple

Unleash the Neural Engine on iPhone, iPad, Mac, and Apple Watch with zero-latency inference.

iOS / iPadOS

Real-time AR and vision processing with 0% CPU impact.

macOS (Metal)

Leverage Metal Performance Shaders for desktop-grade AI.

ANE

Full compatibility with Apple Neural Engine cores.

Direct Export

The EdgeAI pipeline converts PyTorch/ONNX models directly to .mlpackage format.

edge-ai export --target coreml --ios-version 17.0

Hardware Acceleration

Dynamic Shapes: Full support for variable input sizes without engine re-compilation.

Memory Mapping: Zero-copy weight loading from disk to unified memory.