f7f81b99e4d28649838caa7ab344ff417ee70877,pyro/ops/stats.py,,crps_empirical,#Any#Any#,390

Before Change

    :return: A tensor of shape ``truth.shape``.
    :rtype: torch.Tensor
    
    if pred.dim() != 1 + truth.dim() or pred.shape[1:] != truth.shape:
        raise ValueError("Expected pred to have one extra sample dim on left. "
                         "Actual shapes: {} versus {}".format(pred.shape, truth.shape))
    opts = dict(device=pred.device, dtype=pred.dtype)

After Change

    :return: A tensor of shape ``truth.shape``.
    :rtype: torch.Tensor
    
    if pred.shape[1:] != (1,) * (pred.dim() - truth.dim() - 1) + truth.shape:
        raise ValueError("Expected pred to have one extra sample dim on left. "
                         "Actual shapes: {} versus {}".format(pred.shape, truth.shape))
    opts = dict(device=pred.device, dtype=pred.dtype)

Instances