Source code for mmselfsup.models.heads.swav_head

# Copyright (c) OpenMMLab. All rights reserved.
import torch
from mmengine.model import BaseModule

from mmselfsup.registry import MODELS


@MODELS.register_module()
class SwAVHead(BaseModule):
    """Head for SwAV.

    Args:
        loss (dict): Config dict for module of loss functions.
    """

    def __init__(self, loss: dict) -> None:
        super().__init__()
        self.loss = MODELS.build(loss)

    def forward(self, pred: torch.Tensor) -> torch.Tensor:
        """Forward function of SwAV head.

        Args:
            pred (torch.Tensor): NxC input features.

        Returns:
            torch.Tensor: The SwAV loss.
        """
        loss = self.loss(pred)

        return loss