| """ Linear layer (alternate definition) | |
| """ | |
| import torch | |
| import torch.nn.functional as F | |
| from torch import nn as nn | |
| class Linear(nn.Linear): | |
| def forward(self, input: torch.Tensor) -> torch.Tensor: | |
| if torch.jit.is_scripting(): | |
| bias = self.bias.to(dtype=input.dtype) if self.bias is not None else None | |
| return F.linear(input, self.weight.to(dtype=input.dtype), bias=bias) | |
| else: | |
| return F.linear(input, self.weight, self.bias) | |