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Differentiable architecture search for convolutional and recurrent networks

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README.md

README.md

 
 

genotypes.py

genotypes.py

 
 

model.py

model.py

 
 

model_search.py

model_search.py

 
 

normal

normal

 
 

normal.pdf

normal.pdf

 
 

operators.py

operators.py

 
 

plot.py

plot.py

 
 

reduce

reduce

 
 

reduce.pdf

reduce.pdf

 
 

train.py

train.py

 
 

train_search.py

train_search.py

 
 

utils.py

utils.py

 
 

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DARTS

This is a pytorch implementation of the DARTS.

Since the offical released code does not support the pytorch 0.4 or later, here we reimplement the DARTS with pytorch 1.0.

search model

nohup python3 train_search.py > train_search.log &

train searched model

nohup python3 train.py > train_model.log &

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Differentiable architecture search for convolutional and recurrent networks

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pytorch darts nas google-brain

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