tfp.experimental.vi.util.build_trainable_linear_operator_full_matrix

Note: This API is new and only available via pip install tfp-nightly.

Build a trainable LinearOperatorFullMatrix instance.

tfp.experimental.vi.util.build_trainable_linear_operator_full_matrix(
    shape, scale_initializer=0.01, dtype=None, name=None
)

Args
shape	Shape of the LinearOperator, equal to [b0, ..., bn, h, w], where b0...bn are batch dimensions h and w are the height and width of the matrix represented by the LinearOperator.
scale_initializer	Variables are initialized with samples from Normal(0, scale_initializer).
dtype	tf.dtype of the LinearOperator.
name	str, name for tf.name_scope.

Returns
operator	Trainable instance of tf.linalg.LinearOperatorFullMatrix.