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EE239AS-Homework 4 Optimizers,Batch Nomalization and Dropout for Fully Connected Network Solved

1.    Implementing different optimizers for a fully connected network. Complete the Optimization.ipynb Jupyter notebook. Print out the entire workbook and relevant code and submit it as a pdf to gradescope. Download the CIFAR-10 dataset, as you did in HW #2 and #3.

2.     Implementing batch normalization for a fully connected network. Complete the Batch-Normalization.ipynb Jupyter notebook. Print out the entire workbook and relevant code and submit it as a pdf to gradescope.

3.    Implementing dropout for a fully connected network, and optimizing it. Complete the Dropout.ipynb Jupyter notebook. Print out the entire workbook and relevant code and submit it as a pdf to gradescope.

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