Class UnsafeArrayCPUOps

Inheritance

Object

ReferenceCPUOps

UnsafeArrayCPUOps

Inherited Members

ReferenceCPUOps.NewTensor(TensorShape, String)

ReferenceCPUOps.NewTensorLike(Tensor)

ReferenceCPUOps.NewTensor(Int32, Int32, String)

ReferenceCPUOps.NewTensor(Int32, Int32, Int32, Int32, String)

ReferenceCPUOps.WaitForCompletion(Tensor)

ReferenceCPUOps.ResetAllocator(Boolean)

ReferenceCPUOps.DepthwiseConv2D(Tensor, Tensor, Tensor, Int32[], Int32[])

ReferenceCPUOps.Conv2DTrans(Tensor, Tensor, Tensor, Int32[], Int32[], Int32[])

ReferenceCPUOps.Upsample2D(Tensor, Int32[])

ReferenceCPUOps.AvgPool2D(Tensor, Int32[], Int32[], Int32[])

ReferenceCPUOps.GlobalMaxPool2D(Tensor)

ReferenceCPUOps.GlobalAvgPool2D(Tensor)

ReferenceCPUOps.GlobalAvgVariancePool2D(Tensor)

ReferenceCPUOps.ScaleBias(Tensor, Tensor, Tensor)

ReferenceCPUOps.LRN(Tensor, Single, Single, Single, Int32)

ReferenceCPUOps.Normalization(Tensor, Tensor, Tensor, Int32, Int32, Single)

ReferenceCPUOps.Bernoulli(Single)

ReferenceCPUOps.Gaussian(Single, Single)

ReferenceCPUOps.Dropout(Tensor, Single)

ReferenceCPUOps.RandomNormal(TensorShape, Single, Single, Int32)

ReferenceCPUOps.RandomUniform(TensorShape, Single, Single, Int32)

ReferenceCPUOps.Multinomial(Tensor, Int32, Int32)

ReferenceCPUOps.OneHot(Tensor, Int32, Single, Single)

ReferenceCPUOps.Softmax(Tensor)

ReferenceCPUOps.LogSoftmax(Tensor)

ReferenceCPUOps.Relu6(Tensor)

ReferenceCPUOps.LeakyRelu(Tensor, Single)

ReferenceCPUOps.Selu(Tensor, Single, Single)

ReferenceCPUOps.Abs(Tensor)

ReferenceCPUOps.Ceil(Tensor)

ReferenceCPUOps.Clip(Tensor, Single, Single)

ReferenceCPUOps.Floor(Tensor)

ReferenceCPUOps.Reciprocal(Tensor)

ReferenceCPUOps.Pow(Tensor, Single)

ReferenceCPUOps.Log(Tensor)

ReferenceCPUOps.Concat(Tensor[], Int32)

ReferenceCPUOps.StridedSlice(Tensor, Int32[], Int32[], Int32[])

ReferenceCPUOps.Tile(Tensor, Int32[])

ReferenceCPUOps.Pow(Tensor[])

ReferenceCPUOps.Mean(Tensor[])

ReferenceCPUOps.ReduceMin(Tensor, Int32)

ReferenceCPUOps.ReduceMax(Tensor, Int32)

ReferenceCPUOps.ReduceSum(Tensor, Int32)

ReferenceCPUOps.ReduceMean(Tensor, Int32)

ReferenceCPUOps.ReduceProd(Tensor, Int32)

ReferenceCPUOps.Copy(Tensor)

ReferenceCPUOps.Flatten(Tensor)

ReferenceCPUOps.Reshape(Tensor, TensorShape)

ReferenceCPUOps.Gather(Tensor[], Int32)

ReferenceCPUOps.Transpose(Tensor)

Namespace: Barracuda

Syntax

public class UnsafeArrayCPUOps : ReferenceCPUOps, IOps

Constructors

UnsafeArrayCPUOps(ITensorAllocator)

Declaration

public UnsafeArrayCPUOps(ITensorAllocator allocator = null)

Parameters

Type	Name	Description
ITensorAllocator	allocator

Methods

Add(Tensor[])

Declaration

public override Tensor Add(Tensor[] tensors)

Parameters

Type	Name	Description
Tensor[]	tensors

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Add(Tensor[])

Border2D(Tensor, Int32[], Single)

Declaration

public override Tensor Border2D(Tensor X, int[] pad, float constant)

Parameters

Type	Name	Description
Tensor	X
Int32[]	pad
Single	constant

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Border2D(Tensor, Int32[], Single)

Conv2D(Tensor, Tensor, Tensor, Int32[], Int32[])

Declaration

public override Tensor Conv2D(Tensor X, Tensor K, Tensor B, int[] stride, int[] pad)

Parameters

Type	Name	Description
Tensor	X
Tensor	K
Tensor	B
Int32[]	stride
Int32[]	pad

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Conv2D(Tensor, Tensor, Tensor, Int32[], Int32[])

CopyAndReshape(Tensor, TensorShape)

Declaration

protected override Tensor CopyAndReshape(Tensor X, TensorShape shape)

Parameters

Type	Name	Description
Tensor	X
TensorShape	shape

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.CopyAndReshape(Tensor, TensorShape)

Dense(Tensor, Tensor, Tensor)

Declaration

public override Tensor Dense(Tensor X, Tensor W, Tensor B)

Parameters

Type	Name	Description
Tensor	X
Tensor	W
Tensor	B

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Dense(Tensor, Tensor, Tensor)

Div(Tensor[])

Declaration

public override Tensor Div(Tensor[] tensors)

Parameters

Type	Name	Description
Tensor[]	tensors

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Div(Tensor[])

Elu(Tensor, Single)

Declaration

public override Tensor Elu(Tensor X, float alpha)

Parameters

Type	Name	Description
Tensor	X
Single	alpha

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Elu(Tensor, Single)

Equal(Tensor, Tensor)

Declaration

public override Tensor Equal(Tensor A, Tensor B)

Parameters

Type	Name	Description
Tensor	A
Tensor	B

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Equal(Tensor, Tensor)

Exp(Tensor)

Declaration

public override Tensor Exp(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Exp(Tensor)

Greater(Tensor, Tensor)

Declaration

public override Tensor Greater(Tensor A, Tensor B)

Parameters

Type	Name	Description
Tensor	A
Tensor	B

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Greater(Tensor, Tensor)

GreaterEqual(Tensor, Tensor)

Declaration

public override Tensor GreaterEqual(Tensor A, Tensor B)

Parameters

Type	Name	Description
Tensor	A
Tensor	B

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.GreaterEqual(Tensor, Tensor)

Less(Tensor, Tensor)

Declaration

public override Tensor Less(Tensor A, Tensor B)

Parameters

Type	Name	Description
Tensor	A
Tensor	B

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Less(Tensor, Tensor)

LessEqual(Tensor, Tensor)

Declaration

public override Tensor LessEqual(Tensor A, Tensor B)

Parameters

Type	Name	Description
Tensor	A
Tensor	B

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.LessEqual(Tensor, Tensor)

LogicalAnd(Tensor, Tensor)

Declaration

public override Tensor LogicalAnd(Tensor A, Tensor B)

Parameters

Type	Name	Description
Tensor	A
Tensor	B

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.LogicalAnd(Tensor, Tensor)

LogicalNot(Tensor)

Declaration

public override Tensor LogicalNot(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.LogicalNot(Tensor)

LogicalOr(Tensor, Tensor)

Declaration

public override Tensor LogicalOr(Tensor A, Tensor B)

Parameters

Type	Name	Description
Tensor	A
Tensor	B

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.LogicalOr(Tensor, Tensor)

LogicalXor(Tensor, Tensor)

Declaration

public override Tensor LogicalXor(Tensor A, Tensor B)

Parameters

Type	Name	Description
Tensor	A
Tensor	B

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.LogicalXor(Tensor, Tensor)

MatMul(Tensor, Boolean, Tensor, Boolean)

Declaration

public override Tensor MatMul(Tensor X, bool xTranspose, Tensor Y, bool yTranspose)

Parameters

Type	Name	Description
Tensor	X
Boolean	xTranspose
Tensor	Y
Boolean	yTranspose

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.MatMul(Tensor, Boolean, Tensor, Boolean)

Max(Tensor[])

Declaration

public override Tensor Max(Tensor[] tensors)

Parameters

Type	Name	Description
Tensor[]	tensors

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Max(Tensor[])

MaxPool2D(Tensor, Int32[], Int32[], Int32[])

Declaration

public override Tensor MaxPool2D(Tensor X, int[] pool, int[] stride, int[] pad)

Parameters

Type	Name	Description
Tensor	X
Int32[]	pool
Int32[]	stride
Int32[]	pad

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.MaxPool2D(Tensor, Int32[], Int32[], Int32[])

Min(Tensor[])

Declaration

public override Tensor Min(Tensor[] tensors)

Parameters

Type	Name	Description
Tensor[]	tensors

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Min(Tensor[])

Mul(Tensor[])

Declaration

public override Tensor Mul(Tensor[] tensors)

Parameters

Type	Name	Description
Tensor[]	tensors

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Mul(Tensor[])

Neg(Tensor)

Declaration

public override Tensor Neg(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Neg(Tensor)

Pad2DEdge(Tensor, Int32[])

Declaration

public override Tensor Pad2DEdge(Tensor X, int[] pad)

Parameters

Type	Name	Description
Tensor	X
Int32[]	pad

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Pad2DEdge(Tensor, Int32[])

Pad2DReflect(Tensor, Int32[])

Declaration

public override Tensor Pad2DReflect(Tensor X, int[] pad)

Parameters

Type	Name	Description
Tensor	X
Int32[]	pad

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Pad2DReflect(Tensor, Int32[])

Pad2DSymmetric(Tensor, Int32[])

Declaration

public override Tensor Pad2DSymmetric(Tensor X, int[] pad)

Parameters

Type	Name	Description
Tensor	X
Int32[]	pad

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Pad2DSymmetric(Tensor, Int32[])

Pin(Tensor)

Declaration

public static UnsafeArrayTensorData Pin(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
UnsafeArrayTensorData

PRelu(Tensor, Tensor)

Declaration

public override Tensor PRelu(Tensor X, Tensor S)

Parameters

Type	Name	Description
Tensor	X
Tensor	S

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.PRelu(Tensor, Tensor)

Prepare(Tensor)

Declaration

public override Tensor Prepare(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Prepare(Tensor)

Relu(Tensor)

Declaration

public override Tensor Relu(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Relu(Tensor)

Sigmoid(Tensor)

Declaration

public override Tensor Sigmoid(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Sigmoid(Tensor)

Sqrt(Tensor)

Declaration

public override Tensor Sqrt(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Sqrt(Tensor)

Sub(Tensor[])

Declaration

public override Tensor Sub(Tensor[] tensors)

Parameters

Type	Name	Description
Tensor[]	tensors

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Sub(Tensor[])

Swish(Tensor)

Declaration

public override Tensor Swish(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Swish(Tensor)

Tanh(Tensor)

Declaration

public override Tensor Tanh(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Tanh(Tensor)