distributed stochastic gradient descent intensively invokes all-reduce operations for gradient update, which dominates communication time during iterative training epochs. In this work, we identify ...

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Why does gradient descent work? Specifically ... Programming assignments, typically involving training a neural network with a specified optimization method A final project with a presentation.