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AbsTransform AffineTransform AffineTransformOptions andThen ComposeTransform ComposeTransformOptions ExpTransform forward_shape inverse_shape log_abs_det_jacobian PowerTransform PowerTransformOptions SigmoidTransform SoftplusTransform TanhTransform toString Transform TransformOptions

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Transform
log_abs_det_jacobian

torch.distributions.transforms.Transform.log_abs_det_jacobian

Transform.log_abs_det_jacobian(x: Tensor, y: Tensor): Tensor

Compute log absolute value of the Jacobian determinant.

Parameters

xTensor: Input to the transform
yTensor: Output of the transform (y = t(x))

Returns

Tensor– Log absolute determinant of the Jacobian

Transform.inverse_shape

Transform.toString