Class ReferenceComputeOps
Inheritance
ReferenceComputeOps
Syntax
public class ReferenceComputeOps : ReferenceCPUOps, IOps
Constructors
ReferenceComputeOps(ComputeShader, ITensorAllocator)
Declaration
public ReferenceComputeOps(ComputeShader kernels, ITensorAllocator allocator = null)
Parameters
Fields
s_ConcatOffsets
Declaration
protected static int[] s_ConcatOffsets
Field Value
Methods
Abs(Tensor)
Declaration
public override Tensor Abs(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
Activation(String, Tensor, Single, Single)
Declaration
protected virtual Tensor Activation(string kernelName, Tensor X, float alpha = 0F, float beta = 0F)
Parameters
Returns
Add(Tensor[])
Declaration
public override Tensor Add(Tensor[] tensors)
Parameters
| Type |
Name |
Description |
| Tensor[] |
tensors |
|
Returns
Overrides
ApplyPadding(Tensor, Int32[], String, Single)
Declaration
protected virtual Tensor ApplyPadding(Tensor X, int[] pad, string kernelName, float constant = 0F)
Parameters
Returns
AvgPool2D(Tensor, Int32[], Int32[], Int32[])
Declaration
public override Tensor AvgPool2D(Tensor X, int[] pool, int[] stride, int[] pad)
Parameters
Returns
Overrides
Border2D(Tensor, Int32[], Single)
Declaration
public override Tensor Border2D(Tensor X, int[] pad, float constant)
Parameters
Returns
Overrides
Ceil(Tensor)
Declaration
public override Tensor Ceil(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
Clip(Tensor, Single, Single)
Declaration
public override Tensor Clip(Tensor X, float min, float max)
Parameters
Returns
Overrides
Concat(Tensor[], Int32)
Declaration
public override Tensor Concat(Tensor[] tensors, int axis)
Parameters
Returns
Overrides
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
Returns
Overrides
Conv2DTrans(Tensor, Tensor, Tensor, Int32[], Int32[], Int32[])
Declaration
public override Tensor Conv2DTrans(Tensor X, Tensor K, Tensor B, int[] stride, int[] pad, int[] outputAdjustment)
Parameters
Returns
Overrides
Copy(Tensor)
Declaration
public override Tensor Copy(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
CopyAndReshape(Tensor, TensorShape)
Declaration
protected override Tensor CopyAndReshape(Tensor X, TensorShape newShape)
Parameters
Returns
Overrides
CopyAndReshape_NCHW(Tensor, TensorShape)
Declaration
protected virtual Tensor CopyAndReshape_NCHW(Tensor X, TensorShape newShape)
Parameters
Returns
Dense(Tensor, Tensor, Tensor, Layer.FusedActivation)
Declaration
public override Tensor Dense(Tensor X, Tensor W, Tensor B, Layer.FusedActivation fusedActivation)
Parameters
Returns
Overrides
DepthToSpace(Tensor, Int32[], Layer.DepthToSpaceMode)
Declaration
public override Tensor DepthToSpace(Tensor X, int[] blocksize, Layer.DepthToSpaceMode mode)
Parameters
Returns
Overrides
DepthwiseConv2D(Tensor, Tensor, Tensor, Int32[], Int32[])
Declaration
public override Tensor DepthwiseConv2D(Tensor X, Tensor K, Tensor B, int[] stride, int[] pad)
Parameters
Returns
Overrides
Dispatch(ComputeFunc, TensorShape, Int32, Int32, Int32, String)
Declaration
public Tensor Dispatch(ComputeFunc fn, TensorShape outputShape, int workItemsX, int workItemsY, int workItemsZ, string outputName = "O")
Parameters
Returns
Div(Tensor[])
Declaration
public override Tensor Div(Tensor[] tensors)
Parameters
| Type |
Name |
Description |
| Tensor[] |
tensors |
|
Returns
Overrides
Dropout(Tensor, Single)
Declaration
public override Tensor Dropout(Tensor X, float alpha)
Parameters
Returns
Overrides
ElementwiseWithBroadcast(String, Tensor[])
Declaration
protected virtual Tensor ElementwiseWithBroadcast(string kernelName, Tensor[] tensors)
Parameters
Returns
Elu(Tensor, Single)
Declaration
public override Tensor Elu(Tensor X, float alpha)
Parameters
Returns
Overrides
Equal(Tensor, Tensor)
Declaration
public override Tensor Equal(Tensor A, Tensor B)
Parameters
Returns
Overrides
Exp(Tensor)
Declaration
public override Tensor Exp(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
Expand(Tensor, TensorShape)
Declaration
public override Tensor Expand(Tensor X, TensorShape newShape)
Parameters
Returns
Overrides
Flatten(Tensor)
Declaration
public override Tensor Flatten(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
Floor(Tensor)
Declaration
public override Tensor Floor(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
Gather(Tensor[], Int32)
Declaration
public override Tensor Gather(Tensor[] tensors, int axis)
Parameters
Returns
Overrides
GlobalAvgPool2D(Tensor)
Declaration
public override Tensor GlobalAvgPool2D(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
GlobalAvgVariancePool2D(Tensor)
Declaration
public override Tensor GlobalAvgVariancePool2D(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
GlobalMaxPool2D(Tensor)
Declaration
public override Tensor GlobalMaxPool2D(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
GlobalPool2D(String, Tensor)
Declaration
protected virtual Tensor GlobalPool2D(string kernelName, Tensor X)
Parameters
Returns
Greater(Tensor, Tensor)
Declaration
public override Tensor Greater(Tensor A, Tensor B)
Parameters
Returns
Overrides
GreaterEqual(Tensor, Tensor)
Declaration
public override Tensor GreaterEqual(Tensor A, Tensor B)
Parameters
Returns
Overrides
IDivC(Int32, Int32)
Declaration
protected static int IDivC(int v, int div)
Parameters
Returns
IsFusedActivationSupported(Layer.FusedActivation)
Declaration
protected bool IsFusedActivationSupported(Layer.FusedActivation fusedActivation)
Parameters
Returns
LeakyRelu(Tensor, Single)
Declaration
public override Tensor LeakyRelu(Tensor X, float alpha)
Parameters
Returns
Overrides
Less(Tensor, Tensor)
Declaration
public override Tensor Less(Tensor A, Tensor B)
Parameters
Returns
Overrides
LessEqual(Tensor, Tensor)
Declaration
public override Tensor LessEqual(Tensor A, Tensor B)
Parameters
Returns
Overrides
Log(Tensor)
Declaration
public override Tensor Log(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
LogicalAnd(Tensor, Tensor)
Declaration
public override Tensor LogicalAnd(Tensor A, Tensor B)
Parameters
Returns
Overrides
LogicalNot(Tensor)
Declaration
public override Tensor LogicalNot(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
LogicalOr(Tensor, Tensor)
Declaration
public override Tensor LogicalOr(Tensor A, Tensor B)
Parameters
Returns
Overrides
LogicalXor(Tensor, Tensor)
Declaration
public override Tensor LogicalXor(Tensor A, Tensor B)
Parameters
Returns
Overrides
LogSoftmax(Tensor)
Declaration
public override Tensor LogSoftmax(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
LRN(Tensor, Single, Single, Single, Int32)
Declaration
public override Tensor LRN(Tensor X, float alpha, float beta, float bias, int size)
Parameters
Returns
Overrides
MatMul(Tensor, Boolean, Tensor, Boolean)
Declaration
public override Tensor MatMul(Tensor X, bool xTranspose, Tensor Y, bool yTranspose)
Parameters
Returns
Overrides
Max(Tensor[])
Declaration
public override Tensor Max(Tensor[] tensors)
Parameters
| Type |
Name |
Description |
| Tensor[] |
tensors |
|
Returns
Overrides
MaxPool2D(Tensor, Int32[], Int32[], Int32[])
Declaration
public override Tensor MaxPool2D(Tensor X, int[] pool, int[] stride, int[] pad)
Parameters
Returns
Overrides
Mean(Tensor[])
Declaration
public override Tensor Mean(Tensor[] tensors)
Parameters
| Type |
Name |
Description |
| Tensor[] |
tensors |
|
Returns
Overrides
Min(Tensor[])
Declaration
public override Tensor Min(Tensor[] tensors)
Parameters
| Type |
Name |
Description |
| Tensor[] |
tensors |
|
Returns
Overrides
Mul(Tensor[])
Declaration
public override Tensor Mul(Tensor[] tensors)
Parameters
| Type |
Name |
Description |
| Tensor[] |
tensors |
|
Returns
Overrides
Neg(Tensor)
Declaration
public override Tensor Neg(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
NewTensor(ComputeFunc, String, TensorShape)
Declaration
public Tensor NewTensor(ComputeFunc fn, string name, TensorShape shape)
Parameters
Returns
Normalization(Tensor, Tensor, Tensor, Int32, Int32, Single, Layer.FusedActivation)
Declaration
public override Tensor Normalization(Tensor X, Tensor S, Tensor B, int pool, int axis, float epsilon, Layer.FusedActivation fusedActivation)
Parameters
Returns
Overrides
Pad2DEdge(Tensor, Int32[])
Declaration
public override Tensor Pad2DEdge(Tensor X, int[] pad)
Parameters
Returns
Overrides
Pad2DReflect(Tensor, Int32[])
Declaration
public override Tensor Pad2DReflect(Tensor X, int[] pad)
Parameters
Returns
Overrides
Pad2DSymmetric(Tensor, Int32[])
Declaration
public override Tensor Pad2DSymmetric(Tensor X, int[] pad)
Parameters
Returns
Overrides
Pin(Tensor)
Declaration
public ComputeTensorData Pin(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Pool2D(String, Tensor, Int32[], Int32[], Int32[])
Declaration
protected virtual Tensor Pool2D(string kernelName, Tensor X, int[] pool, int[] stride, int[] pad)
Parameters
Returns
Pow(Tensor, Single)
Declaration
public override Tensor Pow(Tensor X, float alpha)
Parameters
Returns
Overrides
Pow(Tensor[])
Declaration
public override Tensor Pow(Tensor[] tensors)
Parameters
| Type |
Name |
Description |
| Tensor[] |
tensors |
|
Returns
Overrides
PRelu(Tensor, Tensor)
Declaration
public override Tensor PRelu(Tensor X, Tensor S)
Parameters
Returns
Overrides
Prepare(Tensor)
Declaration
public override Tensor Prepare(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
Reciprocal(Tensor)
Declaration
public override Tensor Reciprocal(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
Reduce(String, Tensor, Int32)
Declaration
protected virtual Tensor Reduce(string kernelName, Tensor X, int axis)
Parameters
Returns
ReduceMax(Tensor, Int32)
Declaration
public override Tensor ReduceMax(Tensor X, int axis)
Parameters
Returns
Overrides
ReduceMean(Tensor, Int32)
Declaration
public override Tensor ReduceMean(Tensor X, int axis)
Parameters
Returns
Overrides
ReduceMin(Tensor, Int32)
Declaration
public override Tensor ReduceMin(Tensor X, int axis)
Parameters
Returns
Overrides
ReduceProd(Tensor, Int32)
Declaration
public override Tensor ReduceProd(Tensor X, int axis)
Parameters
Returns
Overrides
ReduceSum(Tensor, Int32)
Declaration
public override Tensor ReduceSum(Tensor X, int axis)
Parameters
Returns
Overrides
Relu(Tensor)
Declaration
public override Tensor Relu(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
Relu6(Tensor)
Declaration
public override Tensor Relu6(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
Resample2D(Tensor, Int32[], Boolean)
Declaration
public override Tensor Resample2D(Tensor X, int[] size, bool bilinear)
Parameters
Returns
Overrides
Reshape(Tensor, TensorShape)
Declaration
public override Tensor Reshape(Tensor X, TensorShape newShape)
Parameters
Returns
Overrides
ScaleBias(Tensor, Tensor, Tensor)
Declaration
public override Tensor ScaleBias(Tensor X, Tensor S, Tensor B)
Parameters
Returns
Overrides
Selu(Tensor, Single, Single)
Declaration
public override Tensor Selu(Tensor X, float alpha, float gamma)
Parameters
Returns
Overrides
SetTensor(ComputeFunc, String, Tensor)
Declaration
public void SetTensor(ComputeFunc fn, string name, Tensor X)
Parameters
Declaration
protected bool ShouldFlattenInputForDenseLayer(TensorShape X)
Parameters
Returns
Sigmoid(Tensor)
Declaration
public override Tensor Sigmoid(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
Softmax(Tensor)
Declaration
public override Tensor Softmax(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
SpaceToDepth(Tensor, Int32[])
Declaration
public override Tensor SpaceToDepth(Tensor X, int[] blocksize)
Parameters
Returns
Overrides
Sqrt(Tensor)
Declaration
public override Tensor Sqrt(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
StridedSlice(Tensor, Int32[], Int32[], Int32[])
Declaration
public override Tensor StridedSlice(Tensor X, int[] starts, int[] ends, int[] stride)
Parameters
Returns
Overrides
Sub(Tensor[])
Declaration
public override Tensor Sub(Tensor[] tensors)
Parameters
| Type |
Name |
Description |
| Tensor[] |
tensors |
|
Returns
Overrides
Swish(Tensor)
Declaration
public override Tensor Swish(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
Tanh(Tensor)
Declaration
public override Tensor Tanh(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
TensorToRenderTexture(Tensor, RenderTexture, Int32, Int32, Vector4, Vector4, Texture3D)
Declaration
public void TensorToRenderTexture(Tensor X, RenderTexture target, int batch, int fromChannel, Vector4 scale, Vector4 bias, Texture3D lut)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
| RenderTexture |
target |
|
| Int32 |
batch |
|
| Int32 |
fromChannel |
|
| Vector4 |
scale |
|
| Vector4 |
bias |
|
| Texture3D |
lut |
|
TextureToTensorData(TextureAsTensorData, String)
Declaration
protected ITensorData TextureToTensorData(TextureAsTensorData texData, string name)
Parameters
Returns
Tile(Tensor, Int32[])
Declaration
public override Tensor Tile(Tensor X, int[] repeats)
Parameters
Returns
Overrides
Transpose(Tensor)
Declaration
public override Tensor Transpose(Tensor X)
Parameters
| Type |
Name |
Description |
| Tensor |
X |
|
Returns
Overrides
Upsample2D(Tensor, Int32[], Boolean)
Declaration
public override Tensor Upsample2D(Tensor X, int[] scale, bool bilinear)
Parameters
Returns
Overrides
WaitForCompletion(Tensor)
Declaration
public override void WaitForCompletion(Tensor x)
Parameters
| Type |
Name |
Description |
| Tensor |
x |
|
Overrides