Deep Learning with PyTorch

Tensors & Autograd

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Installing PyTorch

Opening your lesson…

Opening your space…

IN THIS LESSON

YOU’RE LEARNING TO

↗create and manipulate PyTorch tensors using common factory functions and operations

↗explain what autograd does and trace how gradients flow through a computational graph

↗move tensors between CPU and GPU and understand why device placement matters

↗call .backward() on a scalar loss and read .grad on leaf tensors