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PC-DARTS #834

Open junxnone opened 4 years ago

junxnone commented 4 years ago

Reference

Brief

减少内存消耗和计算量
Partial Channel Connections
Edge Normalization

Arch

Partial Channel Connections - 对每个 Node 的 feature map 进行 channel selection
Edge Normalization - 对当前节点的每个输入进行 Normalization - 赋权 β(i,j)
K - hyper-parameter(1/K = 1/4) - Sampling rates - 平衡 Memory cost & Accuracy

junxnone commented 4 years ago

junxnone/aiwiki#389 junxnone/tech-io#805