ArmNN
 22.05
ConvertFp32ToBf16Layer.cpp
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1 //
2 // Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
7 #include "LayerCloneBase.hpp"
8 
9 #include <armnn/TypesUtils.hpp>
10 
13 
14 namespace armnn
15 {
16 
18  : Layer(1, 1, LayerType::ConvertFp32ToBf16, name)
19 {
20 }
21 
22 std::unique_ptr<IWorkload> ConvertFp32ToBf16Layer::CreateWorkload(const IWorkloadFactory& factory) const
23 {
25  SetAdditionalInfo(descriptor);
26 
27  return factory.CreateWorkload(LayerType::ConvertFp32ToBf16, descriptor, PrepInfoAndDesc(descriptor));
28 }
29 
31 {
32  return CloneBase<ConvertFp32ToBf16Layer>(graph, GetName());
33 }
34 
36 {
37 
39 
40  const TensorShape& outputShape = GetOutputSlot(0).GetTensorInfo().GetShape();
41 
43 
44  auto inferredShapes = InferOutputShapes({ GetInputSlot(0).GetConnection()->GetTensorInfo().GetShape() });
45 
46  ARMNN_ASSERT(inferredShapes.size() == 1);
47 
48  ValidateAndCopyShape(outputShape, inferredShapes[0], m_ShapeInferenceMethod, "LayerName");
49 }
50 
52 void ConvertFp32ToBf16Layer::Accept(ILayerVisitor& visitor) const
53 {
54  // these conversion layers are only inserted by the
55  // optimizer and so will never be in an input graph.
56  IgnoreUnused(visitor);
57  throw armnn::Exception("ConvertFp32ToBf16Layer should never appear in an input graph");
58 }
60 
61 } // namespace armnn
ARMNN_NO_DEPRECATE_WARN_BEGIN void Accept(ILayerVisitor &visitor) const override
const TensorShape & GetShape() const
Definition: Tensor.hpp:191
std::vector< TensorShape > InferOutputShapes(const std::vector< TensorShape > &inputShapes) const override
Infer the shape of the output(s) based on the provided input shape(s)
Definition: Layer.cpp:397
#define ARMNN_NO_DEPRECATE_WARN_BEGIN
Definition: Deprecated.hpp:33
ConvertFp32ToBf16Layer * Clone(Graph &graph) const override
Creates a dynamically-allocated copy of this layer.
void VerifyShapeInferenceType(const TensorShape &outputShape, ShapeInferenceMethod shapeInferenceMethod)
Definition: Layer.cpp:491
Copyright (c) 2021 ARM Limited and Contributors.
void IgnoreUnused(Ts &&...)
void ValidateTensorShapesFromInputs() override
Check if the input tensor shape(s) will lead to a valid configuration of ConvertFp32ToBf16Layer.
const IOutputSlot * GetConnection() const override
Definition: Layer.hpp:204
void ValidateAndCopyShape(const TensorShape &outputShape, const TensorShape &inferredShape, const ShapeInferenceMethod shapeInferenceMethod, const std::string &layerName, const unsigned int outputSlotIndex=0)
Definition: Layer.cpp:422
ConvertFp32ToBf16Layer(const char *name)
Constructor to create a ConvertFp32ToBf16Layer.
void VerifyLayerConnections(unsigned int expectedConnections, const CheckLocation &location) const
Definition: Layer.cpp:378
const InputSlot & GetInputSlot(unsigned int index) const override
Get a const input slot handle by slot index.
Definition: Layer.hpp:322
#define ARMNN_NO_DEPRECATE_WARN_END
Definition: Deprecated.hpp:34
WorkloadInfo PrepInfoAndDesc(QueueDescriptor &descriptor) const
Helper function to reduce duplication in *LayerCreateWorkload.
Definition: Layer.hpp:394
#define ARMNN_ASSERT(COND)
Definition: Assert.hpp:14
virtual std::unique_ptr< IWorkload > CreateWorkload(const IWorkloadFactory &factory) const override
Makes a workload for the ConvertFp32ToBf16Layer type.
#define CHECK_LOCATION()
Definition: Exceptions.hpp:203
void SetAdditionalInfo(QueueDescriptor &descriptor) const
Definition: Layer.cpp:274
Base class for all ArmNN exceptions so that users can filter to just those.
Definition: Exceptions.hpp:46
const OutputSlot & GetOutputSlot(unsigned int index=0) const override
Get the const output slot handle by slot index.
Definition: Layer.hpp:324
virtual const TensorInfo & GetTensorInfo() const =0
const char * GetName() const override
Returns the name of the layer.
Definition: Layer.hpp:317
This layer converts data type Float32 to BFloat16.
virtual std::unique_ptr< IWorkload > CreateWorkload(LayerType type, const QueueDescriptor &descriptor, const WorkloadInfo &info) const
const TensorInfo & GetTensorInfo() const override
Definition: Layer.cpp:92
ShapeInferenceMethod m_ShapeInferenceMethod
Definition: Layer.hpp:421
LayerType
When adding a new layer, adapt also the LastLayer enum value in the enum class LayerType below...
Definition: Types.hpp:467