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ageron / handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Apache License 2.0
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[Chapter 16] Char-RNN pre-trained model ? #376

Open lebaste77 opened 3 years ago

lebaste77 commented 3 years ago

Hello,

This is more an enhancement request than a real issue. I am quite lazy waiting 10+ hours to process the book's Char-RNN training from chapter 16. Is it possible to upload or link to a pre-trained Char-RNN in order to test the further steps ?

I found a pretrained Char-RNN here : https://github.com/crazydonkey200/tensorflow-char-rnn , but it is using tf.train V1 with Saver rather than keras ; and I don't know if restoring the model to keras would work...

If my training succeeds, I will upload a link here of the h5 file ; but if someone already has waited that day of training, I'm a taker :)

Thanks.

lebaste77 commented 3 years ago

Here is a 3-epoch (only) pre-trained Char-RNN that took 8 hours to proceed with my hardware, if anyones needs it.... model_charRNN.zip

ageron commented 3 years ago

Hi @lebaste77 , thanks for your suggestion, and for uploading this model, it's a great idea. I'll see what I can do.