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Learning_Rate_Decay

Implement the different methods of Learning Rate Decay and compare them

Link of the dataset : https://drive.google.com/file/d/19EVWjpMofMZJTd6dVyfDwysnBWrT9g4u/view?usp=sharing

This code contain following 4 cases:

  1. Constant Learning Rate
  2. Time based learning rate decay
  3. Step based learaning rate decay
  4. Exponential learning rate decay

The accuracy plots obtained in each case is given below :

  1. Constant Learning Rate

  1. Time based learning rate decay

  1. Step based learaning rate decay

  1. Exponential learning rate decay