Simple example of machine learning in TensorFlow

Re:Simple example of machine learning in TensorFlow by minimaxir on Monday March 13, 2017 @01:17PM (#13859942)

In Keras, it's just a simple model.save() [to a hdf5 file] and load_model(). This includes both the weights and the architecture.

Models with a few million parameters result in a file around ~50MB, which is still reasonable for modern production use cases.

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Re:Simple example of machine learning in TensorFlow by glial on Monday March 13, 2017 @09:24PM (#13864176)

Keras makes using deep learning for simple-ish use cases sooooo easy.

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Re:Simple example of machine learning in TensorFlow by matheweis on Monday March 13, 2017 @11:02PM (#13864621)

I second this - I'm really excited about Keras being integrated into the core of Tensorflow (other than the chance it might lose the Torch compatibility).

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