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torch.Tensor.retain_grad
Tensor.retain_grad() → None-
Enables this Tensor to have their
gradpopulated duringbackward(). This is a no-op for leaf tensors.
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https://pytorch.org/docs/2.1/generated/torch.Tensor.retain_grad.html