Source code for mmcv.cnn.bricks.activation

import torch.nn as nn

from mmcv.utils import build_from_cfg
from .registry import ACTIVATION_LAYERS

for module in [
        nn.ReLU, nn.LeakyReLU, nn.PReLU, nn.RReLU, nn.ReLU6, nn.ELU,
        nn.Sigmoid, nn.Tanh
]:
    ACTIVATION_LAYERS.register_module(module=module)


def build_activation_layer(cfg):
    """Build activation layer.

    Args:
        cfg (dict): The activation layer config, which should contain:
            - type (str): Layer type.
            - layer args: Args needed to instantiate an activation layer.

    Returns:
        nn.Module: Created activation layer.
    """
    return build_from_cfg(cfg, ACTIVATION_LAYERS)