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Along with this discussion, there would be some talks how to load model from last epoch or if the model is not saved, then start training from scratch. Code for this article is uploaded on github whose link I would mention in this article. Hence, there is no worry about code. After reading this article, users/readers would gain better insights about loading, restoring and training keras model. There would also be talks on why there is a need to restore the model from the last epoch. This is main limelight of this article. Suppose you are training huge dataset for about 10000 epochs and by any reasons, your GPU gets struck/switched off/ hanged at 9999 epoch. Would you start the training from scratch. Is it worth and wise?. Obviously the answer is no and one will think that training must start from 9999 epoch. To help you restore the training from the last epoch keras model, this article is written.

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