Identity

class torch.nn.modules.linear.Identity(*args, **kwargs)

A placeholder identity operator that is argument-insensitive.

Parameters

• args (Any) – any argument (unused)

• kwargs (Any) – any keyword argument (unused)

Shape:

• Input: $(\ast )$, where $\ast$ means any number of dimensions.

• Output: $(\ast )$, same shape as the input.

Examples:

>>> m = nn.Identity(54, unused_argument1=0.1, unused_argument2=False)
>>> input = torch.randn(128, 20)
>>> output = m(input)
>>> print(output.size())
torch.Size([128, 20])

forward(input)

Runs the forward pass.

Return type

Tensor