Edge Inference Optimization

Optimize models for edge: quantization, pruning, distillation, hardware-aware NAS. Learn the patterns to ship sub-100ms, sub-100MB AI on phones and embedded devices.

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6

Lessons

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Code Examples

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Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

Edge Optimization Overview

Beginner

Quantization for Edge

Intermediate

Pruning for Edge

Advanced

Distillation for Edge

Advanced

Hardware-Aware NAS

Advanced

Edge Benchmarking

Intermediate