This blog is dedicated to the third week of Google Summer of Code (i.e June 24 - July 1). This week was concentrated on cross-testing and analysis of the API with some challenging tests.
with X-axis as the number of epochs. However, the classification task is not up to the mark, so I tried with making less layers trainable but that further decreased the accuracy. I also increased the number of epochs. The result for 200 epochs are :
As can be seen overfitting starts to occur after 45 epochs.