Struct TensorNDIterator
Represents a struct used to iterate over a TensorShape
.
Syntax
public struct TensorNDIterator
Constructors
TensorNDIterator(TensorNDIterator)
Returns a copy of another TensorNDIterator
.
Declaration
public TensorNDIterator(TensorNDIterator other)
Parameters
TensorNDIterator(TensorShape)
Initializes and returns an instance of TensorNDIterator
with a given shape.
Declaration
public TensorNDIterator(TensorShape shape)
Parameters
TensorNDIterator(TensorShape, Int32)
Initializes and returns an instance of TensorNDIterator
with a given shape, and uses a given index in the flattened 1D version of the shape.
Declaration
public TensorNDIterator(TensorShape shape, int index)
Parameters
Fields
index
Declaration
Field Value
Properties
Item[Int32]
Gets or sets the iterator at a given axis.
Declaration
public int this[int axis] { get; set; }
Parameters
Type |
Name |
Description |
Int32 |
axis |
|
Property Value
shape
The shape that is iterated over.
Declaration
public readonly TensorShape shape { get; }
Property Value
Methods
Broadcast(TensorShape)
Creates a new iterator by broadcasting this iterator on a given shape following the broadcast rule.
Declaration
public TensorNDIterator Broadcast(TensorShape shapeToBroadcast)
Parameters
Returns
CopyNDIndex(TensorNDIterator)
Copies the dimension indices from another iterator. If the shapes of the iterators are not the same the final flattened index may be different.
Declaration
public void CopyNDIndex(TensorNDIterator other)
Parameters
HasNext()
Whether the iterator is yet to reach the end of the shape.
Declaration
Returns
HasNext(Int32)
Whether the iterator is yet to reach the end of the shape on a given axis.
Declaration
public bool HasNext(int axis)
Parameters
Type |
Name |
Description |
Int32 |
axis |
|
Returns
MoveNext()
Increments the flattened index by one.
Declaration
MoveNextAxis(Int32)
Increments the index at a given axis by one.
Declaration
public void MoveNextAxis(int axis)
Parameters
Type |
Name |
Description |
Int32 |
axis |
|
RemoveDim(Int32)
Creates a new iterator by skipping an axis of this iterator.
Declaration
public TensorNDIterator RemoveDim(int axis)
Parameters
Type |
Name |
Description |
Int32 |
axis |
|
Returns
Reset()
Resets the iterator to the start of the shape.
Declaration
ToString()
Returns a string that represents the TensorNDIterator
.
Declaration
public override string ToString()
Returns
Overrides
Transpose()
Creates a new iterator by transposing this iterator reversing the axes.
Declaration
public TensorNDIterator Transpose()
Returns
Transpose(Int32[])
Creates a new iterator by transposing this iterator using the given permutations.
Declaration
public TensorNDIterator Transpose(int[] permutations)
Parameters
Type |
Name |
Description |
Int32[] |
permutations |
|
Returns
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