What will the NPU of the M4 Pro look like?

Generated on 7/31/2024

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Based on the provided context, there is no specific information about the Neural Processing Unit (NPU) of the M4 Pro. The context primarily discusses the capabilities and optimizations related to Apple's neural engine and machine learning on various Apple devices, including Vision Pro and Apple Silicon.

If you are interested in learning more about Apple's neural engine and its integration with machine learning models, you might find the following sessions useful:

  1. Bring your machine learning and AI models to Apple silicon
  2. Introducing enterprise APIs for visionOS
  3. Explore machine learning on Apple platforms
  4. Accelerate machine learning with Metal

These sessions cover various aspects of machine learning, model optimization, and the use of Apple's neural engine across different platforms.

Bring your machine learning and AI models to Apple silicon

Bring your machine learning and AI models to Apple silicon

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.

Introducing enterprise APIs for visionOS

Introducing enterprise APIs for visionOS

Find out how you can use new enterprise APIs for visionOS to create spatial experiences that enhance employee and customer productivity on Apple Vision Pro.

Discover area mode for Object Capture

Discover area mode for Object Capture

Discover how area mode for Object Capture enables new 3D capture possibilities on iOS by extending the functionality of Object Capture to support capture and reconstruction of an area. Learn how to optimize the quality of iOS captures using the new macOS sample app for reconstruction, and find out how to view the final results with Quick Look on Apple Vision Pro, iPhone, iPad or Mac. Learn about improvements to 3D reconstruction, including a new API that allows you to create your own custom image processing pipelines.

Platforms State of the Union

Platforms State of the Union

Discover the newest advancements on Apple platforms.

Accelerate machine learning with Metal

Accelerate machine learning with Metal

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.

Explore machine learning on Apple platforms

Explore machine learning on Apple platforms

Get started with an overview of machine learning frameworks on Apple platforms. Whether you’re implementing your first ML model, or an ML expert, we’ll offer guidance to help you select the right framework for your app’s needs.