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//
// Copyright © 2017 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
#pragma once
#include "TestLayerVisitor.hpp"
#include <armnn/Descriptors.hpp>
#include <armnn/LstmParams.hpp>
#include <armnn/QuantizedLstmParams.hpp>
namespace armnn
{
class TestConvolution2dLayerVisitor : public TestLayerVisitor
{
public:
explicit TestConvolution2dLayerVisitor(const Convolution2dDescriptor& convolution2dDescriptor,
const ConstTensor& weights,
const Optional<ConstTensor>& biases,
const char* name = nullptr)
: TestLayerVisitor(name)
, m_Descriptor(convolution2dDescriptor)
, m_Weights(weights)
, m_Biases(biases)
{}
virtual ~TestConvolution2dLayerVisitor() {}
void VisitConvolution2dLayer(const IConnectableLayer* layer,
const Convolution2dDescriptor& convolution2dDescriptor,
const ConstTensor& weights,
const Optional<ConstTensor>& biases,
const char* name = nullptr) override
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckDescriptor(convolution2dDescriptor);
CheckConstTensors(m_Weights, weights);
CheckOptionalConstTensors(m_Biases, biases);
}
protected:
void CheckDescriptor(const Convolution2dDescriptor& convolution2dDescriptor);
private:
Convolution2dDescriptor m_Descriptor;
ConstTensor m_Weights;
Optional<ConstTensor> m_Biases;
};
class TestDepthwiseConvolution2dLayerVisitor : public TestLayerVisitor
{
public:
explicit TestDepthwiseConvolution2dLayerVisitor(const DepthwiseConvolution2dDescriptor& descriptor,
const ConstTensor& weights,
const Optional<ConstTensor>& biases,
const char* name = nullptr)
: TestLayerVisitor(name)
, m_Descriptor(descriptor)
, m_Weights(weights)
, m_Biases(biases)
{}
virtual ~TestDepthwiseConvolution2dLayerVisitor() {}
void VisitDepthwiseConvolution2dLayer(const IConnectableLayer* layer,
const DepthwiseConvolution2dDescriptor& convolution2dDescriptor,
const ConstTensor& weights,
const Optional<ConstTensor>& biases,
const char* name = nullptr) override
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckDescriptor(convolution2dDescriptor);
CheckConstTensors(m_Weights, weights);
CheckOptionalConstTensors(m_Biases, biases);
}
protected:
void CheckDescriptor(const DepthwiseConvolution2dDescriptor& convolution2dDescriptor);
private:
DepthwiseConvolution2dDescriptor m_Descriptor;
ConstTensor m_Weights;
Optional<ConstTensor> m_Biases;
};
class TestFullyConnectedLayerVistor : public TestLayerVisitor
{
public:
explicit TestFullyConnectedLayerVistor(const FullyConnectedDescriptor& descriptor,
const char* name = nullptr)
: TestLayerVisitor(name)
, m_Descriptor(descriptor)
{}
virtual ~TestFullyConnectedLayerVistor() {}
void VisitFullyConnectedLayer(const IConnectableLayer* layer,
const FullyConnectedDescriptor& fullyConnectedDescriptor,
const char* name = nullptr) override
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckDescriptor(fullyConnectedDescriptor);
}
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 VisitBatchNormalizationLayer(const IConnectableLayer* layer,
const BatchNormalizationDescriptor& descriptor,
const ConstTensor& mean,
const ConstTensor& variance,
const ConstTensor& beta,
const ConstTensor& gamma,
const char* name = nullptr) override
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckDescriptor(descriptor);
CheckConstTensors(m_Mean, mean);
CheckConstTensors(m_Variance, variance);
CheckConstTensors(m_Beta, beta);
CheckConstTensors(m_Gamma, gamma);
}
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 VisitConstantLayer(const IConnectableLayer* layer,
const ConstTensor& input,
const char* name = nullptr)
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckConstTensors(m_Input, input);
}
private:
ConstTensor m_Input;
};
class TestLstmLayerVisitor : public TestLayerVisitor
{
public:
explicit TestLstmLayerVisitor(const LstmDescriptor& descriptor,
const LstmInputParams& params,
const char* name = nullptr)
: TestLayerVisitor(name)
, m_Descriptor(descriptor)
, m_InputParams(params)
{}
void VisitLstmLayer(const IConnectableLayer* layer,
const LstmDescriptor& descriptor,
const LstmInputParams& params,
const char* name = nullptr)
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckDescriptor(descriptor);
CheckInputParameters(params);
}
protected:
void CheckDescriptor(const LstmDescriptor& descriptor);
void CheckInputParameters(const LstmInputParams& inputParams);
void CheckConstTensorPtrs(const std::string& name, const ConstTensor* expected, const ConstTensor* actual);
private:
LstmDescriptor m_Descriptor;
LstmInputParams m_InputParams;
};
class TestQLstmLayerVisitor : public TestLayerVisitor
{
public:
explicit TestQLstmLayerVisitor(const QLstmDescriptor& descriptor,
const LstmInputParams& params,
const char* name = nullptr)
: TestLayerVisitor(name)
, m_Descriptor(descriptor)
, m_InputParams(params)
{}
void VisitQLstmLayer(const IConnectableLayer* layer,
const QLstmDescriptor& descriptor,
const LstmInputParams& params,
const char* name = nullptr)
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckDescriptor(descriptor);
CheckInputParameters(params);
}
protected:
void CheckDescriptor(const QLstmDescriptor& descriptor);
void CheckInputParameters(const LstmInputParams& inputParams);
void CheckConstTensorPtrs(const std::string& name, const ConstTensor* expected, const ConstTensor* actual);
private:
QLstmDescriptor m_Descriptor;
LstmInputParams m_InputParams;
};
class TestQuantizedLstmLayerVisitor : public TestLayerVisitor
{
public:
explicit TestQuantizedLstmLayerVisitor(const QuantizedLstmInputParams& params,
const char* name = nullptr)
: TestLayerVisitor(name)
, m_InputParams(params)
{}
void VisitQuantizedLstmLayer(const IConnectableLayer* layer,
const QuantizedLstmInputParams& params,
const char* name = nullptr)
{
CheckLayerPointer(layer);
CheckLayerName(name);
CheckInputParameters(params);
}
protected:
void CheckInputParameters(const QuantizedLstmInputParams& inputParams);
void CheckConstTensorPtrs(const std::string& name, const ConstTensor* expected, const ConstTensor* actual);
private:
QuantizedLstmInputParams m_InputParams;
};
} // namespace armnn
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