reproducibility convlstm2D

[shalkya]

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I tried to replicate what was displayed here : https://keras.io/examples/vision/conv_lstm/ https://github.com/keras-team/keras-io/blob/master/examples/vision/conv_lstm.py

I set up an environment following what was imported, for example i've these library versions: tensorflow 2.4.1 numpy 1.20.3 keras 2.4.3

then I copy-pasted the code into a jupyter notebook, and run it (trained the neural network on CPU). As a result I got that:

when it was expected to obtain that:

apart from the first image, all the other are blurry and this isn't showing what was expected. Why did I get those ? Is it due to incompatible environment ? Or reproducibility is limited ?

[martin-ray]

I have the same problem. wish someone gave me an advice.

[pcoet]

Hi folks, thanks for the question and discussion. For support issues, please use one of the resources below. The discussion will have better visibility that way.

• TensorFlow forum
• Keras mailing list

Thanks!