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227227## PyTorch: Defining new autograd functions
228228Under the hood, each primitive autograd operator is really two functions that
229229operate on Tensors. The ** forward** function computes output Tensors from input
230- Tensors. The ** backward** function receives the gradient of the output Tensors
231- with respect to some scalar value , and computes the gradient of the input Tensors
232- with respect to that same scalar value.
230+ Tensors. The ** backward** function receives the gradient of some scalar value
231+ with respect to the output Tensors , and computes the gradient
232+ of that same scalar value with respect to the input Tensors .
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234234In PyTorch we can easily define our own autograd operator by defining a subclass
235235of ` torch.autograd.Function ` and implementing the ` forward ` and ` backward ` functions.
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