tff.TensorType

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An implementation of tff.Type representing types of tensors in TFF.

Inherits From: Type

dtype An instance of tf.DType.
shape An optional instance of tf.TensorShape or an argument that can be passed to its constructor (such as a list or a tuple), or None for the default scalar shape. TensorShapes with unknown rank are not supported.

TypeError if arguments are of the wrong types.

dtype

shape

Methods

compact_representation

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Returns the compact string representation of this type.

formatted_representation

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Returns the formatted string representation of this type.

__eq__

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Determines whether two type definitions are identical.

Note that this notion of equality is stronger than equivalence. Two types with equivalent definitions may not be identical, e.g., if they represent templates with differently named type variables in their definitions.

Args
other The other type to compare against.

Returns
True iff type definitions are syntatically identical (as defined above), or False otherwise.

Raises
NotImplementedError If not implemented in the derived class.

__ne__

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Return self!=value.