Dataset Used
: EMNIST Dataset
- Multilayer Perceptron Model Building and Training
- Introduce Batch Normalization and Layer Normalization Strategy for better model convergence
- Introduce Dropout
- Manual Backpropagation through all the layers. [Batch Normalization, Layer Normalization]
- Also used Pytorch built-in functionality to perform all these above mentioned works.