Optimizer

Learn about the different optimizers in PyTorch and some of its built-in methods.

Introduction to optimizers

So far, we have been manually updating the parameters using the computed gradients. That is probably fine for two parameters, but what if we had a whole lot of them? We need to use one of PyTorch’s optimizers like SGD, RMSprop, or Adam.

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There are many optimizers; SGD is the most basic of them, and Adam is one of the most pop ...