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NSSpain 2023: Training DNNs on iOS with Metal Performance Shaders Graph

Sketchnote of NSSpain 2023 talk by Noah about training DNNs on iOS

Detailed image description of the sketchnote

  • ResNet-50 in TensorFlow
  • Metal Performance Shaders Graph
  • Output = Input * W + B

Create graph

  • Setup inputs
  • Start building
  • Initialize weight
  • Build layers
  • Train the network

Live Demo: Loss will go down over time

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