Skip to content

Instantly share code, notes, and snippets.

@FirefoxMetzger

FirefoxMetzger/model_comparison.py

Last active April 1, 2018 09:44
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save FirefoxMetzger/44e9e056e45c1a3cc8000ab8d6f2cebe to your computer and use it in GitHub Desktop.
Save FirefoxMetzger/44e9e056e45c1a3cc8000ab8d6f2cebe to your computer and use it in GitHub Desktop.
Download ZIP
Comparing two small networks using dense layers. According to Keras' documentation both should be identical
Raw
model_comparison.py
from keras.models import Sequential
from keras.layers import Dense, Flatten
model1 = Sequential()
model1.add(Dense(1, input_shape=(10,10)))
model2 = Sequential()
model2.add(Flatten(input_shape=(10,10)))
model2.add(Dense(1))
# compare the two models
model1.summary()
model2.summary()
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment