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PyTorch · Function

F.linear

torch.nn.functional.linear computes a linear transformation from an input tensor, weight, and optional bias. It supports inputs with leading dimensions and can use either matrix or vector weights.

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Syntax

torch.nn.functional.linear(input, weight, bias=None) → Tensor

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  • torch.nn.functional
  • torch.nn.Linear

Source: torch.nn.functional.linear — PyTorch 2.14 documentation. Checked 2026-11-03.