jsikyoon / pathnet Goto Github PK
View Code? Open in Web Editor NEWTensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks
Home Page: https://arxiv.org/pdf/1701.08734.pdf
License: MIT License
Tensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks
Home Page: https://arxiv.org/pdf/1701.08734.pdf
License: MIT License
Currently code was implemented. (Just running and check the result)
In task2 part of the implementation, parameter backup part is not working, because the lines are checked as reference lines.
Need to Fix that.
During the implementation of the tournament selection method, the training costs of the two selected individuals are different. The second path individual trains a different net weights baseed on what the first individual has trained. So the second individual always have more training epochs than the first one. It may be wrong when both individuals are compared.
When back-up and updating the parameters, the code just uses assign function except placeholders. That causes memory leak per generation.
Need to fix that from "just assign" to using placeholders
In Progress
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