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//
// Copyright © 2017 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
#pragma once
#include "TestLayerVisitor.hpp"
#include "LayersFwd.hpp"
#include <armnn/Descriptors.hpp>
#include <armnn/LstmParams.hpp>
#include <armnn/QuantizedLstmParams.hpp>
#include <armnn/utility/PolymorphicDowncast.hpp>
#include <armnn/backends/TensorHandle.hpp>
#include <doctest/doctest.h>
namespace armnn
{
class TestConvolution2dLayerVisitor : public TestLayerVisitor
{
public:
explicit TestConvolution2dLayerVisitor(const Convolution2dDescriptor& convolution2dDescriptor,
const char* name = nullptr)
: TestLayerVisitor(name)
, m_Descriptor(convolution2dDescriptor)
{}
virtual ~TestConvolution2dLayerVisitor() {}
void ExecuteStrategy(const armnn::IConnectableLayer* layer,
const armnn::BaseDescriptor& descriptor,
const std::vector<armnn::ConstTensor>& constants,
const char* name,
const armnn::LayerBindingId id = 0) override
{
armnn::IgnoreUnused(descriptor, constants, id);
switch (layer->GetType())
{
case armnn::LayerType::Convolution2d:
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckDescriptor(static_cast<const armnn::Convolution2dDescriptor&>(descriptor));
break;
}
default:
{
m_DefaultStrategy.Apply(GetLayerTypeAsCString(layer->GetType()));
}
}
}
protected:
void CheckDescriptor(const Convolution2dDescriptor& convolution2dDescriptor);
private:
Convolution2dDescriptor m_Descriptor;
};
class TestDepthwiseConvolution2dLayerVisitor : public TestLayerVisitor
{
public:
explicit TestDepthwiseConvolution2dLayerVisitor(const DepthwiseConvolution2dDescriptor& descriptor,
const char* name = nullptr)
: TestLayerVisitor(name)
, m_Descriptor(descriptor)
{}
virtual ~TestDepthwiseConvolution2dLayerVisitor() {}
void ExecuteStrategy(const armnn::IConnectableLayer* layer,
const armnn::BaseDescriptor& descriptor,
const std::vector<armnn::ConstTensor>& constants,
const char* name,
const armnn::LayerBindingId id = 0) override
{
armnn::IgnoreUnused(descriptor, constants, id);
switch (layer->GetType())
{
case armnn::LayerType::DepthwiseConvolution2d:
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckDescriptor(static_cast<const armnn::DepthwiseConvolution2dDescriptor&>(descriptor));
break;
}
default:
{
m_DefaultStrategy.Apply(GetLayerTypeAsCString(layer->GetType()));
}
}
}
protected:
void CheckDescriptor(const DepthwiseConvolution2dDescriptor& convolution2dDescriptor);
private:
DepthwiseConvolution2dDescriptor m_Descriptor;
};
class TestFullyConnectedLayerVistor : public TestLayerVisitor
{
public:
explicit TestFullyConnectedLayerVistor(const FullyConnectedDescriptor& descriptor,
const char* name = nullptr)
: TestLayerVisitor(name)
, m_Descriptor(descriptor)
{}
virtual ~TestFullyConnectedLayerVistor() {}
void ExecuteStrategy(const armnn::IConnectableLayer* layer,
const armnn::BaseDescriptor& descriptor,
const std::vector<armnn::ConstTensor>& constants,
const char* name,
const armnn::LayerBindingId id = 0) override
{
armnn::IgnoreUnused(descriptor, constants, id);
switch (layer->GetType())
{
case armnn::LayerType::FullyConnected:
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckDescriptor(static_cast<const armnn::FullyConnectedDescriptor&>(descriptor));
break;
}
default:
{
m_DefaultStrategy.Apply(GetLayerTypeAsCString(layer->GetType()));
}
}
}
protected:
void CheckDescriptor(const FullyConnectedDescriptor& descriptor);
private:
FullyConnectedDescriptor m_Descriptor;
};
class TestBatchNormalizationLayerVisitor : public TestLayerVisitor
{
public:
TestBatchNormalizationLayerVisitor(const BatchNormalizationDescriptor& descriptor,
const ConstTensor& mean,
const ConstTensor& variance,
const ConstTensor& beta,
const ConstTensor& gamma,
const char* name = nullptr)
: TestLayerVisitor(name)
, m_Descriptor(descriptor)
, m_Mean(mean)
, m_Variance(variance)
, m_Beta(beta)
, m_Gamma(gamma)
{}
void ExecuteStrategy(const armnn::IConnectableLayer* layer,
const armnn::BaseDescriptor& descriptor,
const std::vector<armnn::ConstTensor>& constants,
const char* name,
const armnn::LayerBindingId id = 0) override
{
armnn::IgnoreUnused(descriptor, constants, id);
switch (layer->GetType())
{
case armnn::LayerType::BatchNormalization:
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckDescriptor(static_cast<const armnn::BatchNormalizationDescriptor&>(descriptor));
CheckConstTensors(m_Mean, constants[0]);
CheckConstTensors(m_Variance, constants[1]);
CheckConstTensors(m_Beta, constants[2]);
CheckConstTensors(m_Gamma, constants[3]);
break;
}
default:
{
m_DefaultStrategy.Apply(GetLayerTypeAsCString(layer->GetType()));
}
}
}
protected:
void CheckDescriptor(const BatchNormalizationDescriptor& descriptor);
private:
BatchNormalizationDescriptor m_Descriptor;
ConstTensor m_Mean;
ConstTensor m_Variance;
ConstTensor m_Beta;
ConstTensor m_Gamma;
};
class TestConstantLayerVisitor : public TestLayerVisitor
{
public:
explicit TestConstantLayerVisitor(const ConstTensor& input,
const char* name = nullptr)
: TestLayerVisitor(name)
, m_Input(input)
{}
void ExecuteStrategy(const armnn::IConnectableLayer* layer,
const armnn::BaseDescriptor& descriptor,
const std::vector<armnn::ConstTensor>& constants,
const char* name,
const armnn::LayerBindingId id = 0) override
{
armnn::IgnoreUnused(descriptor, constants, id);
switch (layer->GetType())
{
case armnn::LayerType::Constant:
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckConstTensors(m_Input, constants[0]);
break;
}
default:
{
m_DefaultStrategy.Apply(GetLayerTypeAsCString(layer->GetType()));
}
}
}
private:
ConstTensor m_Input;
};
// Used to supply utility functions to the actual lstm test visitors
class LstmVisitor : public TestLayerVisitor
{
public:
explicit LstmVisitor(const LstmInputParams& params,
const char* name = nullptr)
: TestLayerVisitor(name)
, m_InputParams(params) {}
protected:
template<typename LayerType>
void CheckInputParameters(const LayerType* layer, const LstmInputParams& inputParams);
LstmInputParams m_InputParams;
};
template<typename LayerType>
void LstmVisitor::CheckInputParameters(const LayerType* layer, const LstmInputParams& inputParams)
{
CheckConstTensorPtrs("OutputGateBias",
inputParams.m_OutputGateBias,
layer->m_BasicParameters.m_OutputGateBias);
CheckConstTensorPtrs("InputToForgetWeights",
inputParams.m_InputToForgetWeights,
layer->m_BasicParameters.m_InputToForgetWeights);
CheckConstTensorPtrs("InputToCellWeights",
inputParams.m_InputToCellWeights,
layer->m_BasicParameters.m_InputToCellWeights);
CheckConstTensorPtrs("InputToOutputWeights",
inputParams.m_InputToOutputWeights,
layer->m_BasicParameters.m_InputToOutputWeights);
CheckConstTensorPtrs("RecurrentToForgetWeights",
inputParams.m_RecurrentToForgetWeights,
layer->m_BasicParameters.m_RecurrentToForgetWeights);
CheckConstTensorPtrs("RecurrentToCellWeights",
inputParams.m_RecurrentToCellWeights,
layer->m_BasicParameters.m_RecurrentToCellWeights);
CheckConstTensorPtrs("RecurrentToOutputWeights",
inputParams.m_RecurrentToOutputWeights,
layer->m_BasicParameters.m_RecurrentToOutputWeights);
CheckConstTensorPtrs("ForgetGateBias",
inputParams.m_ForgetGateBias,
layer->m_BasicParameters.m_ForgetGateBias);
CheckConstTensorPtrs("CellBias",
inputParams.m_CellBias,
layer->m_BasicParameters.m_CellBias);
CheckConstTensorPtrs("InputToInputWeights",
inputParams.m_InputToInputWeights,
layer->m_CifgParameters.m_InputToInputWeights);
CheckConstTensorPtrs("RecurrentToInputWeights",
inputParams.m_RecurrentToInputWeights,
layer->m_CifgParameters.m_RecurrentToInputWeights);
CheckConstTensorPtrs("InputGateBias",
inputParams.m_InputGateBias,
layer->m_CifgParameters.m_InputGateBias);
CheckConstTensorPtrs("ProjectionBias",
inputParams.m_ProjectionBias,
layer->m_ProjectionParameters.m_ProjectionBias);
CheckConstTensorPtrs("ProjectionWeights",
inputParams.m_ProjectionWeights,
layer->m_ProjectionParameters.m_ProjectionWeights);
CheckConstTensorPtrs("CellToInputWeights",
inputParams.m_CellToInputWeights,
layer->m_PeepholeParameters.m_CellToInputWeights);
CheckConstTensorPtrs("CellToForgetWeights",
inputParams.m_CellToForgetWeights,
layer->m_PeepholeParameters.m_CellToForgetWeights);
CheckConstTensorPtrs("CellToOutputWeights",
inputParams.m_CellToOutputWeights,
layer->m_PeepholeParameters.m_CellToOutputWeights);
CheckConstTensorPtrs("InputLayerNormWeights",
inputParams.m_InputLayerNormWeights,
layer->m_LayerNormParameters.m_InputLayerNormWeights);
CheckConstTensorPtrs("ForgetLayerNormWeights",
inputParams.m_ForgetLayerNormWeights,
layer->m_LayerNormParameters.m_ForgetLayerNormWeights);
CheckConstTensorPtrs("CellLayerNormWeights",
inputParams.m_CellLayerNormWeights,
layer->m_LayerNormParameters.m_CellLayerNormWeights);
CheckConstTensorPtrs("OutputLayerNormWeights",
inputParams.m_OutputLayerNormWeights,
layer->m_LayerNormParameters.m_OutputLayerNormWeights);
}
class TestLstmLayerVisitor : public LstmVisitor
{
public:
explicit TestLstmLayerVisitor(const LstmDescriptor& descriptor,
const LstmInputParams& params,
const char* name = nullptr)
: LstmVisitor(params, name)
, m_Descriptor(descriptor)
{}
void ExecuteStrategy(const armnn::IConnectableLayer* layer,
const armnn::BaseDescriptor& descriptor,
const std::vector<armnn::ConstTensor>& constants,
const char* name,
const armnn::LayerBindingId id = 0) override
{
armnn::IgnoreUnused(descriptor, constants, id);
switch (layer->GetType())
{
case armnn::LayerType::Lstm:
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckDescriptor(static_cast<const armnn::LstmDescriptor&>(descriptor));
CheckInputParameters<const LstmLayer>(PolymorphicDowncast<const LstmLayer*>(layer), m_InputParams);
break;
}
default:
{
m_DefaultStrategy.Apply(GetLayerTypeAsCString(layer->GetType()));
}
}
}
protected:
void CheckDescriptor(const LstmDescriptor& descriptor);
private:
LstmDescriptor m_Descriptor;
};
class TestQLstmLayerVisitor : public LstmVisitor
{
public:
explicit TestQLstmLayerVisitor(const QLstmDescriptor& descriptor,
const LstmInputParams& params,
const char* name = nullptr)
: LstmVisitor(params, name)
, m_Descriptor(descriptor)
{}
void ExecuteStrategy(const armnn::IConnectableLayer* layer,
const armnn::BaseDescriptor& descriptor,
const std::vector<armnn::ConstTensor>& constants,
const char* name,
const armnn::LayerBindingId id = 0) override
{
armnn::IgnoreUnused(descriptor, constants, id);
switch (layer->GetType())
{
case armnn::LayerType::QLstm:
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckDescriptor(static_cast<const armnn::QLstmDescriptor&>(descriptor));
CheckInputParameters<const QLstmLayer>(PolymorphicDowncast<const QLstmLayer*>(layer), m_InputParams);
break;
}
default:
{
m_DefaultStrategy.Apply(GetLayerTypeAsCString(layer->GetType()));
}
}
}
protected:
void CheckDescriptor(const QLstmDescriptor& descriptor);
private:
QLstmDescriptor m_Descriptor;
};
class TestQuantizedLstmLayerVisitor : public TestLayerVisitor
{
public:
explicit TestQuantizedLstmLayerVisitor(const QuantizedLstmInputParams& params,
const char* name = nullptr)
: TestLayerVisitor(name)
, m_InputParams(params)
{}
void ExecuteStrategy(const armnn::IConnectableLayer* layer,
const armnn::BaseDescriptor& descriptor,
const std::vector<armnn::ConstTensor>& constants,
const char* name,
const armnn::LayerBindingId id = 0) override
{
armnn::IgnoreUnused(descriptor, constants, id);
switch (layer->GetType())
{
case armnn::LayerType::QuantizedLstm:
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckInputParameters(m_InputParams);
break;
}
default:
{
m_DefaultStrategy.Apply(GetLayerTypeAsCString(layer->GetType()));
}
}
}
protected:
void CheckInputParameters(const QuantizedLstmInputParams& params);
private:
QuantizedLstmInputParams m_InputParams;
};
} // namespace armnn
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