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Added support to stop and resume training. In such situations, it is necessary to reload the clr state so that the learning rate can be set appropriately.
Added two additional parameters to the init function.
a. save every - duration to pickle the object to disk
b. file_name - the name of pickled file
Added an on_epoch_end method which pickles the clr state as determined by the save_every parameter