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Train LeNet5 on MNIST with SGD and Adam Optimizer and analyze:

MIT License PyTorch

  • Effect of training loss vs. Batch size for a fixed learning rate
  • Effect of training loss vs. Learning rate for a fixed Batch size

This is an assignment submission for the course of Deep Learning Foundations and Applications(AI61002) at IIT Kharagpur.

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LeNet5 on MNIST with SGD and Adam

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mnist classification adam-optimizer lenet5 sgd-optimizer

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