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IT Nursery > News > tensorflow

tensorflow

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
C++, Programming
IT Nursery

How to build and use Google TensorFlow C++ api

I’m really eager to start using Google’s new Tensorflow library in C++. The website and docs are just really unclear in terms of ...
  • June 1, 2022
  • 0 Comments
Programming, Python
IT Nursery

Ordering of batch normalization and dropout?

The original question was in regard to TensorFlow implementations specifically. However, the answers are for implementations in general. This general answer is also ...
  • 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
Programming, Python
IT Nursery

How to get current available GPUs in tensorflow?

I have a plan to use distributed TensorFlow, and I saw TensorFlow can use GPUs for training and testing. In a cluster environment, ...
  • May 28, 2022
  • 0 Comments
Programming, Python
IT Nursery

In TensorFlow, what is the difference between Session.run() and Tensor.eval()?

TensorFlow has two ways to evaluate part of graph: Session.run on a list of variables and Tensor.eval. Is there a difference between these ...
  • May 27, 2022
  • 0 Comments
Programming, tensorflow
IT Nursery

Could not install packages due to an EnvironmentError: [WinError 5] Access is denied:

I have windows 10. I have completed installing Tensorflow. It works. It says “Hello Tensorflow!”. But it has all of this before it: ...
  • May 27, 2022
  • 0 Comments

Convert a tensor to numpy array in Tensorflow?

How to convert a tensor into a numpy array when using Tensorflow with Python bindings? 12 Answers 12
  • May 19, 2022
  • 0 Comments

Which TensorFlow and CUDA version combinations are compatible?

I have noticed that some newer TensorFlow versions are incompatible with older CUDA and cuDNN versions. Does an overview of the compatible versions ...
  • May 19, 2022
  • 0 Comments

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