File size: 640 Bytes
28c256d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.

import torch
import torch.nn as nn
from mmengine.registry import MODELS


@MODELS.register_module()
class Swish(nn.Module):
    """Swish Module.

    This module applies the swish function:

    .. math::
        Swish(x) = x * Sigmoid(x)

    Returns:
        Tensor: The output tensor.
    """

    def __init__(self):
        super().__init__()

    def forward(self, x: torch.Tensor) -> torch.Tensor:
        return x * torch.sigmoid(x)