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[ ~ p.42] MACs (Recap)
ResNet-50
ResNeXt
MobileNet
MobileNet-V2
ShuffleNet
Transformer - MHSA
Manually designed Neural Network
[p. 43 ~] Basics for NAS
Cell-level search space
Controller
Search Space : Topology Connection
Search Strategy : EfficientNet
Search Strategy : Random & RL
Search Strategy : Gradient Descent
Search Strategy : Evolutionary Search
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NAS: Automatic technique for designing neural network architectures Primitive operations Classic building blocks Introduction to neural architecture search (NAS)
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