Understanding PyTorch's BCE Notation
If you look at the documentation of the BCELoss you will the that they mean the following:

$w$ is the weight to use, by which the loss will be rescaled.
$x$ is the output value, which is the value that is predicted by the model.
$y$ is the target value, which is the ground truth value.