Tagged with performance

• Core ML Running on Multiple Neural Engines

  Question on benefits of running Core ML on multiple Neural Engines

  23 Dec 2022

  • Core ML
  • performance
  • neural engine

• Information on Optimizing Recent Models for Core ML

  Question about optimizing recent models for Core ML

  23 Dec 2022

  • Core ML
  • optimization
  • performance
  • neural engine

• Calculating Frames Per Second Based on Model Latency

  Question on calculating FPS based on model latency

  23 Dec 2022

  • Core ML
  • optimization
  • performance

• Immediately Dispatching Core ML Inference as Part of a Display or Compute Shader Pipeline

  Question on immediately dispatching Core ML inference as part of a display or compute shader pipeline

  23 Dec 2022

  • Core ML
  • feedback
  • optimization
  • performance

• Performance Issue Training PyTorch Model Using Metal

  Question on a performance issue while training a PyTorch model using Metal

  23 Dec 2022

  • PyTorch
  • Metal
  • feedback
  • optimization
  • performance

• Selecting Image Size to Optimize Performance of Vision APIs

  Question on which image size should be used to optimize the performance and accuracy of certain Vision APIs

  23 Dec 2022

  • Vision
  • optimization
  • performance

• Properly Running Models on Older Devices

  Question on what needs to be taken into account when models may be run on older devices

  23 Dec 2022

  • Core ML
  • feedback
  • performance

• Enumerated Input Shape Compatibility with IOSurface-Backed MLMultiArray

  Question on compatibility of enumerated shape inputs with IOSurface-backed MLMultiArray

  23 Dec 2022

  • performance
  • optimization
  • Core ML

• Limitations on the Number IOSurface-Backed Buffers

  Question on limitations on the number of IOSurface-backed buffers

  23 Dec 2022

  • Core ML
  • performance

• Adding Support for 4-Channel No-Copy Buffers

  Question on adding support for 4-channel no-copy buffers

  23 Dec 2022

  • performance
  • optimization
  • feedback
  • Core ML

• Support for Direct Writing to IOSurface-Backed Buffers With Flexible Shapes

  Question as to whether direct writing is supported for IOSurface-backed buffers with flexible shapes

  23 Dec 2022

  • performance
  • optimization
  • Core ML

• No-Copy Support for Float16 MLMultiArrays

  Question as to whether float16 MLMultiArrays are no-copy

  23 Dec 2022

  • performance
  • optimization
  • Core ML
  • neural engine

• Using a single IOSurface for Both the Neural Engine and the GPU

  Question on how to use a single IOSurface for both the neural engine and the GPU

  23 Dec 2022

  • Core ML
  • performance
  • optimization

• Per-Layer Performance Analysis for Core ML Models

  Question on getting per-layer performance analysis for Core ML models

  23 Dec 2022

  • Xcode
  • Core ML
  • performance
  • feedback

• Core ML Performance Analysis on Older Versions of iOS

  Question on the ability to run Core ML performance analysis on older iOS versions

  23 Dec 2022

  • Xcode
  • Core ML
  • performance

• Execution Time of Individual Core ML Model Layers

  Question about profiling the execution time of individual Core ML model layers

  23 Dec 2022

  • Xcode
  • Core ML
  • performance
  • feedback

• Analyzing the Performance of Models

  Question on how to analyze the performance of models

  23 Dec 2022

  • Core ML
  • optimization
  • performance

• Improving Performance of Action Classification Models

  Question on improving inference speed of action classification predictions on video frames

  23 Dec 2022

  • action classifier
  • performance
  • video
  • sample code

• Performance of Large ARWorldMaps

  Question on the performance of large ARWorldMaps

  23 Dec 2022

  • ARKit
  • performance
  • optimization

• Retaining ARFrames Console Warning

  Question about a warning on retaining ARFrames

  23 Dec 2022

  • ARKit
  • optimization
  • performance

• Limits on Frequency of 4K Captures of Augmented Reality Scenes

  Question on limits on frequency of 4k captures of AR scenes

  23 Dec 2022

  • ARKit
  • 4k
  • performance

• Performance of ARKit Running at 4K

  Question on performance implications of running ARKit at 4k

  23 Dec 2022

  • ARKit
  • performance
  • video
  • 4k