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IT Nursery > News > keras

keras

Programming, Python
IT Nursery

Why is TensorFlow 2 much slower than TensorFlow 1?

It’s been cited by many users as the reason for switching to Pytorch, but I’ve yet to find a justification/explanation for sacrificing the ...
  • June 3, 2022
  • 0 Comments
Programming, Python
IT Nursery

Tensorflow 2.0 – AttributeError: module ‘tensorflow’ has no attribute ‘Session’

When I am executing the command sess = tf.Session() in Tensorflow 2.0 environment, I am getting an error message as below: Traceback (most ...
  • June 3, 2022
  • 0 Comments
Programming, Python
IT Nursery

Where do I call the BatchNormalization function in Keras?

If I want to use the BatchNormalization function in Keras, then do I need to call it once only at the beginning? I ...
  • May 31, 2022
  • 0 Comments
machine-learning, Programming
IT Nursery

Why binary_crossentropy and categorical_crossentropy give different performances for the same problem?

I’m trying to train a CNN to categorize text by topic. When I use binary cross-entropy I get ~80% accuracy, with categorical cross-entropy ...
  • May 30, 2022
  • 0 Comments
Programming, Python
IT Nursery

Keras, How to get the output of each layer?

I have trained a binary classification model with CNN, and here is my code model = Sequential() model.add(Convolution2D(nb_filters, kernel_size[0], kernel_size...
  • May 29, 2022
  • 0 Comments

Keras input explanation: input_shape, units, batch_size, dim, etc

For any Keras layer (Layer class), can someone explain how to understand the difference between input_shape, units, dim, etc.? For example the doc ...
  • May 10, 2022
  • 0 Comments

Understanding Keras LSTMs

I am trying to reconcile my understand of LSTMs and pointed out here in this post by Christopher Olah implemented in Keras. I ...
  • May 9, 2022
  • 0 Comments

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