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AI ML>Edge AI>Model Optimization f…

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Model Optimization for Edge

23 terms

Quantization for Edge

9 terms

INT8 Quantization
Mixed-Precision Quantization
Post-Training Quantization
Calibration Dataset
Quantization-Aware Training
Dynamic Quantization
Static Quantization
Per-Channel Quantization
Activation Quantization

Structural Compression

6 terms

Structured Pruning
Unstructured Pruning
Magnitude Pruning
Sparsity Pattern
Lottery Ticket Hypothesis
Low-Rank Factorization

Knowledge Distillation for Edge

4 terms

Teacher Model
Student Model
Distillation Loss
Self-Distillation

Hardware-Aware NAS

4 terms

Hardware-Aware Neural Architecture Search
Latency-Aware NAS
MnasNet
ProxylessNAS

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