Class Tensor

Inheritance
System.Object
Tensor
Implements
System.IDisposable
Namespace: SiaNet.Engine
Assembly: SiaNet.Engine.dll
Syntax
[DataContract]
public abstract class Tensor : IDisposable

Constructors

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Tensor()

Declaration
public Tensor()
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Tensor(IBackend)

Declaration
public Tensor(IBackend backend)
Parameters
Type Name Description
IBackend backend

Fields

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K

Declaration
public static IBackend K
Field Value
Type Description
IBackend

Properties

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DataFloat

Declaration
public float[] DataFloat { get; }
Property Value
Type Description
System.Single[]
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DimCount

Declaration
public int DimCount { get; }
Property Value
Type Description
System.Int32
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ElementCount

Declaration
public long ElementCount { get; }
Property Value
Type Description
System.Int64
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ElementType

Declaration
public DataType ElementType { get; }
Property Value
Type Description
DataType
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IsScalar

Declaration
public bool IsScalar { get; }
Property Value
Type Description
System.Boolean
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IsVector

Declaration
public bool IsVector { get; }
Property Value
Type Description
System.Boolean
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Name

Declaration
public abstract string Name { get; set; }
Property Value
Type Description
System.String
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Shape

Declaration
public long[] Shape { get; }
Property Value
Type Description
System.Int64[]

Methods

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Dispose()

Declaration
public void Dispose()
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Eval()

Declaration
public object Eval()
Returns
Type Description
System.Object
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GetConv1DShape()

Declaration
public (long, long, long)GetConv1DShape()
Returns
Type Description
System.ValueTuple<System.Int64, System.Int64, System.Int64>
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GetConv2DShape()

Declaration
public (long, long, long, long)GetConv2DShape()
Returns
Type Description
System.ValueTuple<System.Int64, System.Int64, System.Int64, System.Int64>
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GetConv3DShape()

Declaration
public (long, long, long, long, long)GetConv3DShape()
Returns
Type Description
System.ValueTuple<System.Int64, System.Int64, System.Int64, System.Int64, System.Int64>
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GetTypeCode()

Declaration
public TypeCode GetTypeCode()
Returns
Type Description
System.TypeCode
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Print(String)

Declaration
public void Print(string title = "")
Parameters
Type Name Description
System.String title
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RepeatTensor(Int64, Int32)

Declaration
public Tensor RepeatTensor(long n, int dim)
Parameters
Type Name Description
System.Int64 n
System.Int32 dim
Returns
Type Description
Tensor
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Reshape(Int64[])

Declaration
public Tensor Reshape(params long[] dims)
Parameters
Type Name Description
System.Int64[] dims
Returns
Type Description
Tensor
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SliceCols(Int64, Int64)

Declaration
public Tensor SliceCols(long start, long end)
Parameters
Type Name Description
System.Int64 start
System.Int64 end
Returns
Type Description
Tensor
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SliceRows(Int64, Int64)

Declaration
public Tensor SliceRows(long start, long end)
Parameters
Type Name Description
System.Int64 start
System.Int64 end
Returns
Type Description
Tensor
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ToArray()

Declaration
public Array ToArray()
Returns
Type Description
System.Array
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ToScalar()

Declaration
public float ToScalar()
Returns
Type Description
System.Single
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Transpose()

Declaration
public Tensor Transpose()
Returns
Type Description
Tensor
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Transpose(Int32[])

Declaration
public Tensor Transpose(params int[] dims)
Parameters
Type Name Description
System.Int32[] dims
Returns
Type Description
Tensor

Operators

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Addition(Tensor, Tensor)

Declaration
public static Tensor operator +(Tensor a, Tensor b)
Parameters
Type Name Description
Tensor a
Tensor b
Returns
Type Description
Tensor
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Addition(Tensor, Single)

Declaration
public static Tensor operator +(Tensor a, float b)
Parameters
Type Name Description
Tensor a
System.Single b
Returns
Type Description
Tensor
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Addition(Single, Tensor)

Declaration
public static Tensor operator +(float a, Tensor b)
Parameters
Type Name Description
System.Single a
Tensor b
Returns
Type Description
Tensor
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Division(Tensor, Tensor)

Declaration
public static Tensor operator /(Tensor a, Tensor b)
Parameters
Type Name Description
Tensor a
Tensor b
Returns
Type Description
Tensor
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Division(Tensor, Single)

Declaration
public static Tensor operator /(Tensor a, float b)
Parameters
Type Name Description
Tensor a
System.Single b
Returns
Type Description
Tensor
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Division(Single, Tensor)

Declaration
public static Tensor operator /(float a, Tensor b)
Parameters
Type Name Description
System.Single a
Tensor b
Returns
Type Description
Tensor
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GreaterThan(Tensor, Tensor)

Declaration
public static Tensor operator>(Tensor a, Tensor b)
Parameters
Type Name Description
Tensor a
Tensor b
Returns
Type Description
Tensor
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GreaterThan(Tensor, Single)

Declaration
public static Tensor operator>(Tensor a, float b)
Parameters
Type Name Description
Tensor a
System.Single b
Returns
Type Description
Tensor
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GreaterThan(Single, Tensor)

Declaration
public static Tensor operator>(float a, Tensor b)
Parameters
Type Name Description
System.Single a
Tensor b
Returns
Type Description
Tensor
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GreaterThanOrEqual(Tensor, Tensor)

Declaration
public static Tensor operator >=(Tensor a, Tensor b)
Parameters
Type Name Description
Tensor a
Tensor b
Returns
Type Description
Tensor
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GreaterThanOrEqual(Tensor, Single)

Declaration
public static Tensor operator >=(Tensor a, float b)
Parameters
Type Name Description
Tensor a
System.Single b
Returns
Type Description
Tensor
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GreaterThanOrEqual(Single, Tensor)

Declaration
public static Tensor operator >=(float a, Tensor b)
Parameters
Type Name Description
System.Single a
Tensor b
Returns
Type Description
Tensor
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LessThan(Tensor, Tensor)

Declaration
public static Tensor operator <(Tensor a, Tensor b)
Parameters
Type Name Description
Tensor a
Tensor b
Returns
Type Description
Tensor
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LessThan(Tensor, Single)

Declaration
public static Tensor operator <(Tensor a, float b)
Parameters
Type Name Description
Tensor a
System.Single b
Returns
Type Description
Tensor
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LessThan(Single, Tensor)

Declaration
public static Tensor operator <(float a, Tensor b)
Parameters
Type Name Description
System.Single a
Tensor b
Returns
Type Description
Tensor
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LessThanOrEqual(Tensor, Tensor)

Declaration
public static Tensor operator <=(Tensor a, Tensor b)
Parameters
Type Name Description
Tensor a
Tensor b
Returns
Type Description
Tensor
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LessThanOrEqual(Tensor, Single)

Declaration
public static Tensor operator <=(Tensor a, float b)
Parameters
Type Name Description
Tensor a
System.Single b
Returns
Type Description
Tensor
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LessThanOrEqual(Single, Tensor)

Declaration
public static Tensor operator <=(float a, Tensor b)
Parameters
Type Name Description
System.Single a
Tensor b
Returns
Type Description
Tensor
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Multiply(Tensor, Tensor)

Declaration
public static Tensor operator *(Tensor a, Tensor b)
Parameters
Type Name Description
Tensor a
Tensor b
Returns
Type Description
Tensor
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Multiply(Tensor, Single)

Declaration
public static Tensor operator *(Tensor a, float b)
Parameters
Type Name Description
Tensor a
System.Single b
Returns
Type Description
Tensor
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Multiply(Single, Tensor)

Declaration
public static Tensor operator *(float a, Tensor b)
Parameters
Type Name Description
System.Single a
Tensor b
Returns
Type Description
Tensor
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Subtraction(Tensor, Tensor)

Declaration
public static Tensor operator -(Tensor a, Tensor b)
Parameters
Type Name Description
Tensor a
Tensor b
Returns
Type Description
Tensor
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Subtraction(Tensor, Single)

Declaration
public static Tensor operator -(Tensor a, float b)
Parameters
Type Name Description
Tensor a
System.Single b
Returns
Type Description
Tensor
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Subtraction(Single, Tensor)

Declaration
public static Tensor operator -(float a, Tensor b)
Parameters
Type Name Description
System.Single a
Tensor b
Returns
Type Description
Tensor

Implements

System.IDisposable