LostTech.TensorFlow : API Documentation

Type IDType

Namespace tensorflow

Interfaces IPythonObjectContainer

Methods

Properties

Public instance methods

object is_compatible_with(object other)

Returns True iff `self` is compatible with `other`.

Two possibly-partially-defined shapes are compatible if there exists a fully-defined shape that both shapes can represent. Thus, compatibility allows the shape inference code to reason about partially-defined shapes. For example:

* TensorShape(None) is compatible with all shapes.

* TensorShape([None, None]) is compatible with all two-dimensional shapes, such as TensorShape([32, 784]), and also TensorShape(None). It is not compatible with, for example, TensorShape([None]) or TensorShape([None, None, None]).

* TensorShape([32, None]) is compatible with all two-dimensional shapes with size 32 in the 0th dimension, and also TensorShape([None, None]) and TensorShape(None). It is not compatible with, for example, TensorShape([32]), TensorShape([32, None, 1]) or TensorShape([64, None]).

* TensorShape([32, 784]) is compatible with itself, and also TensorShape([32, None]), TensorShape([None, 784]), TensorShape([None, None]) and TensorShape(None). It is not compatible with, for example, TensorShape([32, 1, 784]) or TensorShape([None]).

The compatibility relation is reflexive and symmetric, but not transitive. For example, TensorShape([32, 784]) is compatible with TensorShape(None), and TensorShape(None) is compatible with TensorShape([4, 4]), but TensorShape([32, 784]) is not compatible with TensorShape([4, 4]).
Parameters
object other
Another TensorShape.
Returns
object
True iff `self` is compatible with `other`.

Public properties

object as_datatype_enum get;

object as_numpy_dtype get;

object base_dtype get;

object is_bool get;

object is_complex get;

object is_floating get;

object is_integer get;

object is_numpy_compatible get;

object is_quantized get;

object is_unsigned get;

object limits get;

object max get;

object min get;

object name get;

object real_dtype get;

object size get;