EE239AS Homework4- Implementing different optimizers for a fully connected network.Solved

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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.