7af8b34770841555bf7fa438fa04ed9f4bf46bf3,gpytorch/lazy/block_lazy_tensor.py,BlockLazyTensor,_quad_form_derivative,#BlockLazyTensor#Any#Any#,76

Before Change

        return res

    def _quad_form_derivative(self, left_vecs, right_vecs):
        if left_vecs.ndimension() == 1:
            left_vecs = left_vecs.unsqueeze(1)
            right_vecs = right_vecs.unsqueeze(1)
        left_vecs = self._add_batch_dim(left_vecs)
        right_vecs = self._add_batch_dim(right_vecs)
        res = self.base_lazy_tensor._quad_form_derivative(left_vecs, right_vecs)
        return res

After Change

        return res

    def _quad_form_derivative(self, left_vecs, right_vecs):
        if left_vecs.ndim == 1:
            left_vecs = left_vecs.unsqueeze(-1)
            right_vecs = right_vecs.unsqueeze(-1)
        // deal with left_vecs having batch dimensions
        elif left_vecs.size(-1) != right_vecs.size(-1):
            left_vecs = left_vecs.unsqueeze(-1)
        left_vecs = self._add_batch_dim(left_vecs)
        right_vecs = self._add_batch_dim(right_vecs)
        res = self.base_lazy_tensor._quad_form_derivative(left_vecs, right_vecs)
        return res

Instances