data_mining:neural_network:transfer_learning

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data_mining:neural_network:transfer_learning [2018/05/25 23:11] – [Transfer learning] phreazerdata_mining:neural_network:transfer_learning [2018/05/25 23:13] (current) – [Transfer learning] phreazer
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 Another trick: Another trick:
  
-  * Precompute output of frozen layer for all samples (save computation time later)+  * Precompute output of frozen layers for all samples (save computation time later
 + 
 +For larger set of samples: 
 + 
 +  * Only freeze first layers, train last few layers (and replace softmax) 
 + 
 +For large set of samples: 
 + 
 +  * Use weights as initialization, then train (and replace softmax)
 ===== Image-based NNs ===== ===== Image-based NNs =====
  
  • data_mining/neural_network/transfer_learning.1527282716.txt.gz
  • Last modified: 2018/05/25 23:11
  • by phreazer