//
// Copyright (c) Microsoft. All rights reserved.
// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
//
#pragma once

// This file represents the beginning of moving actions out from CNTK.cpp to make them accessible as a library. To be continued...

#include "Basics.h"
#include "Config.h"
#include "CommonMatrix.h"
#include "ComputationNetwork.h"


// ===========================================================================
// implementations of all the commands of CNTK
// ===========================================================================

#ifndef let
#define let const auto
#endif

using namespace std;
using namespace Microsoft::MSR;
using namespace Microsoft::MSR::CNTK; // TODO: we should not have this in a header

// helper that returns 'float' or 'double' depending on ElemType
template <typename ElemType> /*static*/ const wchar_t* ElemTypeName();

function<ComputationNetworkPtr(DEVICEID_TYPE)> GetCreateNetworkFn(const ScriptableObjects::IConfigRecord& config);

template <class ConfigRecordType, typename ElemType>
function<ComputationNetworkPtr(DEVICEID_TYPE)> GetNetworkFactory(const ConfigRecordType& config);

template <class ConfigRecordType, typename ElemType>
ComputationNetworkPtr GetModelFromConfig(const ConfigRecordType& config, vector<wstring>& outputNodeNamesVector);

// training (TrainActions.cpp)
template <class ConfigRecordType, typename ElemType>
void DoTrain(const ConfigRecordType& config);
template <typename ElemType>
void DoAdapt(const ConfigParameters& config);
template <typename ElemType>
void DoEdit(const ConfigParameters& config);

// evaluation (EvalActions.cpp)
template <typename ElemType>
void DoEval(const ConfigParameters& config);
template <typename ElemType>
void DoCrossValidate(const ConfigParameters& config);
template <typename ElemType>
void DoWriteOutput(const ConfigParameters& config);

// misc (OtherActions.cpp)
template <typename ElemType>
void DoCreateLabelMap(const ConfigParameters& config);
template <typename ElemType>
void DoParameterSVD(const ConfigParameters& config);
template <typename ElemType>
void DoWriteWordAndClassInfo(const ConfigParameters& config);
template <typename ElemType>
void DoTopologyPlot(const ConfigParameters& config);

// special purpose (SpecialPurposeActions.cpp)
template <typename ElemType>
void DoConvertFromDbn(const ConfigParameters& config);
template<typename ElemType>
void DoExportToDbn(const ConfigParameters& config);