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Assignment 3 - Feed Forward Neural Networks

Deep Learning with PyTorch: Zero to GANs

The ability to try many different neural network architectures to address a problem is what makes deep learning really powerful, especially compared to shallow learning techniques like linear regression, logistic regression, etc. In this assignment, you will:

  • Explore the CIFAR10 dataset
  • Set up a training pipeline to train a neural network on a GPU
  • Experiment with different network architectures & hyperparameters