I have created a CNN model. In that I want to the print 1D array values of the dense layer. How can I print the dense layer output vector in python.
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Does this answer your question? [Keras, How to get the output of each layer?](https://stackoverflow.com/questions/41711190/keras-how-to-get-the-output-of-each-layer) – Dr. Snoopy Dec 04 '22 at 20:18
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Please check: Keras, How to get the output of each layer?
When creating your dense layer you can use "name" argument, like:
model.add(Dense(1024, name="my_dense_layer"))
Than you get this layer output using:
model.get_layer("my_dense_layer").output
For example, assume you have trained model 'model' and want to get outputs of a layer with name 'hidden1' on input data 'x_test'. You can do:
from keras.models import Model
layer_name = 'my_dense_layer'
intermediate_layer_model = Model(inputs=model.input,
outputs=model.get_layer(layer_name).output)
intermediate_output = intermediate_layer_model.predict(x_test)
Andreas Kaufmann
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it's not printing the values. I want to see the array values it's printing:
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I have extended my answer above. Please let me know if it works for you. – Andreas Kaufmann Dec 11 '22 at 14:28
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i want to see the "matching score" of the network. so, how can i print the score from it – chetan reddy Dec 12 '22 at 07:43