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Optimize an On-Device Neural Network

HardSystem Design00:00
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Your question is Optimize an On-Device Neural Network. Take a moment with it on the right.

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Problem

Scenario

You are building a neural network that runs directly on mobile devices for a user-facing product. The current model quality is acceptable, but inference cost, memory use, and battery impact make the experience hard to ship broadly.

Question

Explain how you would approach optimizing a neural network for efficiency on mobile devices.