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PyTorch · Class

nn.Tanh

torch.nn.Tanh applies the hyperbolic tangent to each tensor element. It returns a tensor with the same shape as the input.

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Syntax

torch.nn.Tanh(*args, **kwargs)

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  • torch.nn.modules.activation.Tanh
  • forward

Source: Tanh — PyTorch 2.14 documentation. Checked 2026-11-03.