Class BurstCPUOps

Inheritance

Object

ReferenceCPUOps

UnsafeArrayCPUOps

BurstCPUOps

Inherited Members

UnsafeArrayCPUOps.blas

UnsafeArrayCPUOps.Greater(Tensor, Tensor)

UnsafeArrayCPUOps.GreaterEqual(Tensor, Tensor)

UnsafeArrayCPUOps.Less(Tensor, Tensor)

UnsafeArrayCPUOps.LessEqual(Tensor, Tensor)

UnsafeArrayCPUOps.Equal(Tensor, Tensor)

UnsafeArrayCPUOps.LogicalOr(Tensor, Tensor)

UnsafeArrayCPUOps.LogicalAnd(Tensor, Tensor)

UnsafeArrayCPUOps.LogicalXor(Tensor, Tensor)

UnsafeArrayCPUOps.LogicalNot(Tensor)

UnsafeArrayCPUOps.ApplyFusedActivation(Tensor, Layer.FusedActivation)

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

UnsafeArrayCPUOps.Pad2DEdge(Tensor, Int32[])

UnsafeArrayCPUOps.Pad2DReflect(Tensor, Int32[])

UnsafeArrayCPUOps.Pad2DSymmetric(Tensor, Int32[])

ReferenceCPUOps.NewTensor(TensorShape, String)

ReferenceCPUOps.NewTensorLike(Tensor)

ReferenceCPUOps.NewTensorLike(Tensor[])

ReferenceCPUOps.NewTensor(Int32, Int32, String)

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

ReferenceCPUOps.ResetAllocator(Boolean)

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

ReferenceCPUOps.Upsample2D(Tensor, Int32[], Boolean)

ReferenceCPUOps.Resample2D(Tensor, Int32[], Boolean)

ReferenceCPUOps.DepthToSpace(Tensor, Int32[], Layer.DepthToSpaceMode)

ReferenceCPUOps.SpaceToDepth(Tensor, Int32[])

ReferenceCPUOps.GlobalAvgVariancePool2D(Tensor)

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

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

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.Concat(Tensor[], Int32)

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

ReferenceCPUOps.Tile(Tensor, Int32[])

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.Expand(Tensor, TensorShape)

ReferenceCPUOps.Gather(Tensor[], Int32)

ReferenceCPUOps.Transpose(Tensor)

Object.ToString()

Object.Equals(Object)

Object.Equals(Object, Object)

Object.ReferenceEquals(Object, Object)

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Namespace: Unity.Barracuda

Syntax

public class BurstCPUOps : UnsafeArrayCPUOps, IOps

Constructors

BurstCPUOps(ITensorAllocator)

Declaration

public BurstCPUOps(ITensorAllocator allocator = null)

Parameters

Type	Name	Description
ITensorAllocator	allocator

Methods

Abs(Tensor)

Declaration

public override Tensor Abs(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Abs(Tensor)

Add(Tensor[])

Declaration

public override Tensor Add(Tensor[] tensors)

Parameters

Type	Name	Description
Tensor[]	tensors

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.Add(Tensor[])

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

Declaration

public override Tensor AvgPool2D(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

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

Ceil(Tensor)

Declaration

public override Tensor Ceil(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Ceil(Tensor)

Clip(Tensor, Single, Single)

Declaration

public override Tensor Clip(Tensor X, float min, float max)

Parameters

Type	Name	Description
Tensor	X
Single	min
Single	max

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Clip(Tensor, Single, Single)

Conv2D(Tensor, Tensor, Tensor, Int32[], Int32[], Layer.FusedActivation)

Declaration

public override Tensor Conv2D(Tensor X, Tensor K, Tensor B, int[] stride, int[] pad, Layer.FusedActivation fusedActivation)

Parameters

Type	Name	Description
Tensor	X
Tensor	K
Tensor	B
Int32[]	stride
Int32[]	pad
Layer.FusedActivation	fusedActivation

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.Conv2D(Tensor, Tensor, Tensor, Int32[], Int32[], Layer.FusedActivation)

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

UnsafeArrayCPUOps.CopyAndReshape(Tensor, TensorShape)

Dense(Tensor, Tensor, Tensor, Layer.FusedActivation)

Declaration

public override Tensor Dense(Tensor X, Tensor W, Tensor B, Layer.FusedActivation fusedActivation)

Parameters

Type	Name	Description
Tensor	X
Tensor	W
Tensor	B
Layer.FusedActivation	fusedActivation

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.Dense(Tensor, Tensor, Tensor, Layer.FusedActivation)

DepthwiseConv2D(Tensor, Tensor, Tensor, Int32[], Int32[], Layer.FusedActivation)

Declaration

public override Tensor DepthwiseConv2D(Tensor X, Tensor K, Tensor B, int[] stride, int[] pad, Layer.FusedActivation fusedActivation)

Parameters

Type	Name	Description
Tensor	X
Tensor	K
Tensor	B
Int32[]	stride
Int32[]	pad
Layer.FusedActivation	fusedActivation

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.DepthwiseConv2D(Tensor, Tensor, Tensor, Int32[], Int32[], Layer.FusedActivation)

Div(Tensor[])

Declaration

public override Tensor Div(Tensor[] tensors)

Parameters

Type	Name	Description
Tensor[]	tensors

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.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

UnsafeArrayCPUOps.Elu(Tensor, Single)

Exp(Tensor)

Declaration

public override Tensor Exp(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.Exp(Tensor)

Floor(Tensor)

Declaration

public override Tensor Floor(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Floor(Tensor)

GenericBroadcast(Tensor, TensorShape)

Declaration

protected virtual Tensor GenericBroadcast(Tensor X, TensorShape broadcastShape)

Parameters

Type	Name	Description
Tensor	X
TensorShape	broadcastShape

Returns

Type	Description
Tensor

GlobalAvgPool2D(Tensor)

Declaration

public override Tensor GlobalAvgPool2D(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.GlobalAvgPool2D(Tensor)

GlobalMaxPool2D(Tensor)

Declaration

public override Tensor GlobalMaxPool2D(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.GlobalMaxPool2D(Tensor)

LeakyRelu(Tensor, Single)

Declaration

public override Tensor LeakyRelu(Tensor X, float alpha)

Parameters

Type	Name	Description
Tensor	X
Single	alpha

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.LeakyRelu(Tensor, Single)

Log(Tensor)

Declaration

public override Tensor Log(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Log(Tensor)

LogSoftmax(Tensor)

Declaration

public override Tensor LogSoftmax(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.LogSoftmax(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

UnsafeArrayCPUOps.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

UnsafeArrayCPUOps.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

UnsafeArrayCPUOps.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

UnsafeArrayCPUOps.Min(Tensor[])

Mul(Tensor[])

Declaration

public override Tensor Mul(Tensor[] tensors)

Parameters

Type	Name	Description
Tensor[]	tensors

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.Mul(Tensor[])

Neg(Tensor)

Declaration

public override Tensor Neg(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.Neg(Tensor)

Pin(Tensor)

Declaration

public static BurstTensorData Pin(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
BurstTensorData

Pow(Tensor, Single)

Declaration

public override Tensor Pow(Tensor X, float alpha)

Parameters

Type	Name	Description
Tensor	X
Single	alpha

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Pow(Tensor, Single)

Pow(Tensor[])

Declaration

public override Tensor Pow(Tensor[] tensors)

Parameters

Type	Name	Description
Tensor[]	tensors

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Pow(Tensor[])

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

UnsafeArrayCPUOps.PRelu(Tensor, Tensor)

Prepare(Tensor)

Declaration

public override Tensor Prepare(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.Prepare(Tensor)

Reciprocal(Tensor)

Declaration

public override Tensor Reciprocal(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Reciprocal(Tensor)

Relu(Tensor)

Declaration

public override Tensor Relu(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.Relu(Tensor)

Relu6(Tensor)

Declaration

public override Tensor Relu6(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.Relu6(Tensor)

ScaleBias(Tensor, Tensor, Tensor)

Declaration

public override Tensor ScaleBias(Tensor X, Tensor S, Tensor B)

Parameters

Type	Name	Description
Tensor	X
Tensor	S
Tensor	B

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.ScaleBias(Tensor, Tensor, Tensor)

Selu(Tensor, Single, Single)

Declaration

public override Tensor Selu(Tensor X, float alpha, float gamma)

Parameters

Type	Name	Description
Tensor	X
Single	alpha
Single	gamma

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Selu(Tensor, Single, Single)

Sigmoid(Tensor)

Declaration

public override Tensor Sigmoid(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.Sigmoid(Tensor)

Softmax(Tensor)

Declaration

public override Tensor Softmax(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

ReferenceCPUOps.Softmax(Tensor)

Sqrt(Tensor)

Declaration

public override Tensor Sqrt(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.Sqrt(Tensor)

Sub(Tensor[])

Declaration

public override Tensor Sub(Tensor[] tensors)

Parameters

Type	Name	Description
Tensor[]	tensors

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.Sub(Tensor[])

Swish(Tensor)

Declaration

public override Tensor Swish(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.Swish(Tensor)

Tanh(Tensor)

Declaration

public override Tensor Tanh(Tensor X)

Parameters

Type	Name	Description
Tensor	X

Returns

Type	Description
Tensor

Overrides

UnsafeArrayCPUOps.Tanh(Tensor)