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tensor_shape

Implements the TensorShape type.

You can import these APIs from the tensor package. For example:

from tensor import TensorShape

TensorShape

A space efficient representation of a tensor shape. This struct implements value semantics and owns its underlying data.

Implemented traits:

AnyType, CollectionElement, Copyable, EqualityComparable, Movable, Stringable

Methods:

__init__

__init__(inout self: Self)

Default initializer for TensorShape.

__init__(inout self: Self, *shapes: Int)

Initializes a TensorShape from the values provided.

Args:

  • shapes (*Int): The shapes to initialize the shape with.

__init__(inout self: Self, shapes: VariadicList[Int])

Initializes a TensorShape from the values provided.

Args:

  • shapes (VariadicList[Int]): The shapes to initialize the shape with.

__init__(inout self: Self, shapes: List[Int])

Initializes a TensorShape from the list provided.

Args:

  • shapes (List[Int]): The list to initialize the shape with.

__init__[rank: Int](inout self: Self, shapes: StaticIntTuple[rank])

Initializes a TensorShape from the values provided.

Parameters:

  • rank (Int): The rank.

Args:

  • shapes (StaticIntTuple[rank]): The shapes to initialize the shape with.

__copyinit__

__copyinit__(inout self: Self, other: Self)

Creates a deep copy of an existing shape.

Args:

  • other (Self): The shape to copy.

__moveinit__

__moveinit__(inout self: Self, owned existing: Self)

Move initializer for the shape.

Args:

  • existing (Self): The shape to move.

__del__

__del__(owned self: Self)

Delete the shape and release any owned memory.

__getitem__

__getitem__(self: Self, index: Int) -> Int

Gets the dimension at the specified index.

Args:

  • index (Int): The dimension index.

Returns:

The dimension at the specified index.

__eq__

__eq__(self: Self, other: Self) -> Bool

Returns True if the two values are the same and False otherwise.

Args:

  • other (Self): The other TensorShape to compare against.

Returns:

True if the two shapes are the same and False otherwise.

__ne__

__ne__(self: Self, other: Self) -> Bool

Returns True if the two values are not the same and False otherwise.

Args:

  • other (Self): The other TensorShape to compare against.

Returns:

True if the two shapes are the not the same and False otherwise.

rank

rank(self: Self) -> Int

Gets the rank of the shape.

Returns:

The rank of the shape.

num_elements

num_elements(self: Self) -> Int

Gets the total number of elements in the shape.

Returns:

The total number of elements in the shape.

__repr__

__repr__(self: Self) -> String

Returns the string representation of the shape.

Returns:

The string representation of the shape.

__str__

__str__(self: Self) -> String

Returns the string representation of the shape.

Returns:

The string representation of the shape.