fractorium/Source/EmberTester/EmberTester.cpp

#include "EmberCommonPch.h"
#include "EmberTester.h"
#include "JpegUtils.h"
#include <queue>
#include <list>
#include <deque>

/// <summary>
/// EmberTester is a scratch area used for on the fly testing.
/// It may become a more formalized automated testing system
/// in the future. At the moment it isn't expected to build or
/// give any useful insight into the workings of Ember.
/// </summary>

using namespace EmberNs;
//#define TEST_CL 1

template <typename T>
void SaveFinalImage(Renderer<T, T>& renderer, vector<unsigned char>& pixels, char* suffix)
{
	Timing t;
	//renderer.AccumulatorToFinalImage(pixels);
	//t.Toc("AccumulatorToFinalImage()");

	long newSize;
	char ch[50];
	sprintf_s(ch, 50, ".\\BasicFlame_%d_%s.bmp", sizeof(T), suffix);
	BYTE* bgrBuf = ConvertRGBToBMPBuffer(pixels.data(), renderer.FinalRasW(), renderer.FinalRasH(), newSize);
	SaveBMP(ch, bgrBuf, renderer.FinalRasW(), renderer.FinalRasH(), newSize);
	delete [] bgrBuf;
}

template <typename T>
Ember<T> CreateBasicEmber(unsigned int width, unsigned int height, unsigned int ss, T quality, T centerX, T centerY, T rotate)
{
	Timing t;
	QTIsaac<ISAAC_SIZE, ISAAC_INT> rand;

	//t.Tic();
	Ember<T> ember1;
	//t.Toc("TestBasicFlame() : Constructor()");
	//t.Tic();

	ember1.m_FinalRasW = width;
	ember1.m_FinalRasH = height;
	ember1.m_Supersample = ss;
	ember1.m_Quality = quality;
	ember1.m_CenterX = centerX;
	ember1.m_CenterY = centerY;
	ember1.m_Rotate = rotate;
	Xform<T> xform1(T(0.25), rand.Frand01<T>(), rand.Frand11<T>(), T(1), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>());
	Xform<T> xform2(T(0.25), rand.Frand01<T>(), rand.Frand11<T>(), T(1), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>());
	Xform<T> xform3(T(0.25), rand.Frand01<T>(), rand.Frand11<T>(), T(1), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>());
	Xform<T> xform4(T(0.25), rand.Frand01<T>(), rand.Frand11<T>(), T(1), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>());

	xform1.AddVariation(new SphericalVariation<T>());
	xform2.AddVariation(new SphericalVariation<T>());
	xform3.AddVariation(new SphericalVariation<T>());
	xform4.AddVariation(new SphericalVariation<T>());
	xform4.AddVariation(new BlobVariation<T>());

	ember1.AddXform(xform1);
	ember1.AddXform(xform2);
	ember1.AddXform(xform3);
	ember1.AddXform(xform4);

	//ember1.SetFinalXform(xform4);

	return ember1;
}

string GetEmberCLKernelString(Ember<float>& ember, bool iter, bool log, bool de, unsigned int ss, bool accum)
{
	ostringstream os;
	IterOpenCLKernelCreator<float> iterCreator;
	DEOpenCLKernelCreator<float> deCreator;
	FinalAccumOpenCLKernelCreator<float> accumCreator;
	pair<string, vector<float>> pair;

	iterCreator.ParVarIndexDefines(ember, pair);

	if (iter)
		os << "Iter kernel: \n" << iterCreator.CreateIterKernelString(ember, pair.first, true);

	if (log)
		os << "Log scale de kernel: \n" << deCreator.LogScaleAssignDEKernel();

	//if (de)
	//	os << "Gaussian DE kernel: \n" << deCreator.GaussianDEKernel(ss);

	//if (accum)
	//	os << "Accum kernel: \n" << accumCreator.FinalAccumKernelLateClipWithoutAlpha();

	return os.str();
}

void MakeTestAllVarsRegPrePostComboFile(const string& filename)
{
	EmberToXml<float> writer;
	vector<Ember<float>> embers;
	VariationList<float> varList;
	unsigned int index = 0;
	PaletteList<float> paletteList;
	ostringstream ss;
	QTIsaac<ISAAC_SIZE, ISAAC_INT> rand;

	paletteList.Init("flam3-palettes.xml");

	Timing t;

	Ember<float> emberNoVars;
	
	emberNoVars.m_FinalRasW = 640;
	emberNoVars.m_FinalRasH = 480;
	emberNoVars.m_Quality = 100;

	Xform<float> xform1(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
	Xform<float> xform2(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
	Xform<float> xform3(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
	Xform<float> xform4(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
	Xform<float> xform5(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
	Xform<float> xform6(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
	Xform<float> xform7(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());

	emberNoVars.AddXform(xform1);
	emberNoVars.AddXform(xform2);
	emberNoVars.AddXform(xform3);
	emberNoVars.AddXform(xform4);
	emberNoVars.AddXform(xform5);
	emberNoVars.AddXform(xform6);
	emberNoVars.AddXform(xform7);

	ss << "NoVars";
	emberNoVars.m_Name = ss.str();
	ss.str("");
	emberNoVars.m_Palette = *paletteList.GetPalette(0);
	embers.push_back(emberNoVars);

	while (index < varList.RegSize())
	{
		Ember<float> ember1;
		unique_ptr<Variation<float>> regVar(varList.GetVariationCopy(index, VARTYPE_REG));
		unique_ptr<Variation<float>> preVar(varList.GetVariationCopy("pre_" + regVar->Name()));
		unique_ptr<Variation<float>> postVar(varList.GetVariationCopy("post_" + regVar->Name()));

		ember1.m_FinalRasW = 640;
		ember1.m_FinalRasH = 480;
		ember1.m_Quality = 100;

		Xform<float> xform1(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
		Xform<float> xform2(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
		Xform<float> xform3(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
		Xform<float> xform4(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
		Xform<float> xform5(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
		Xform<float> xform6(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
		Xform<float> xform7(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());

		if (preVar.get() && postVar.get())
		{
			xform1.AddVariation(preVar->Copy());
			xform2.AddVariation(regVar->Copy());
			xform3.AddVariation(postVar->Copy());

			xform4.AddVariation(preVar->Copy());
			xform4.AddVariation(regVar->Copy());

			xform5.AddVariation(preVar->Copy());
			xform5.AddVariation(postVar->Copy());

			xform6.AddVariation(regVar->Copy());
			xform6.AddVariation(postVar->Copy());

			xform7.AddVariation(preVar->Copy());
			xform7.AddVariation(regVar->Copy());
			xform7.AddVariation(postVar->Copy());

			ember1.AddXform(xform1);
			ember1.AddXform(xform2);
			ember1.AddXform(xform3);
			ember1.AddXform(xform4);
			ember1.AddXform(xform5);
			ember1.AddXform(xform6);
			ember1.AddXform(xform7);
		}
		else
		{
			xform1.AddVariation(regVar->Copy());
			xform2.AddVariation(regVar->Copy());
			xform3.AddVariation(regVar->Copy());
			xform4.AddVariation(regVar->Copy());

			ember1.AddXform(xform1);
			ember1.AddXform(xform2);
			ember1.AddXform(xform3);
			ember1.AddXform(xform4);
		}

		ss << index << "_" << regVar->Name();
		ember1.m_Name = ss.str();
		ss.str("");
		ember1.m_Palette = *paletteList.GetPalette(index % paletteList.Count());
		index++;
		embers.push_back(ember1);
	}

	t.Toc("Creating embers for all possible variations");

	writer.Save(filename, embers, 0, true, false, true);
}

void TestAtomicAdd()
{
	size_t i;
	ostringstream os;
	OpenCLWrapper wrapper;
	vector<float> vec(32);
	
	os << ConstantDefinesString(false) << UnionCLStructString << endl;
	os <<
		"void AtomicAdd(volatile __global float* source, const float operand)\n"
		"{\n"
		"	union\n"
		"	{\n"
		"		unsigned int intVal;\n"
		"		float floatVal;\n"
		"	} newVal;\n"
		"\n"
		"	union\n"
		"	{\n"
		"		unsigned int intVal;\n"
		"		float floatVal;\n"
		"	} prevVal;\n"
		"\n"
		"	do\n"
		"	{\n"
		"		prevVal.floatVal = *source;\n"
		"		newVal.floatVal = prevVal.floatVal + operand;\n"
		"	} while (atomic_cmpxchg((volatile __global unsigned int*)source, prevVal.intVal, newVal.intVal) != prevVal.intVal);\n"
		"}\n"
		"\n"
		"__kernel void MyKernel(\n"
		"	__global float* buff,\n"
		"	unsigned int lockit\n"
		"\t)\n"
		"{\n"
		"	unsigned int index = THREAD_ID_X;\n"
		"\n"
		"	if (lockit)\n"
		"	{\n"
		"		AtomicAdd(&(buff[index]), (float)index * 0.54321);\n"
		"	}\n"
		"	else\n"
		"	{\n"
		"		buff[index] += (float)index * 0.54321;\n"
		"	}\n"
		"}\n";

	string program = os.str();
	string entry = "MyKernel";

	if (wrapper.Init(0, 0))
	{
		for (i = 0; i < vec.size(); i++)
			vec[i] = (i * 10.2234f);

		if (wrapper.AddAndWriteBuffer("buff", (void*)vec.data(), (unsigned int)vec.size() * sizeof(vec[0])))
		{
			if (wrapper.AddProgram(entry, program, entry, false))
			{
				wrapper.SetBufferArg(0, 0, 0);
				wrapper.SetArg<unsigned int>(0, 1, 0);

				if (wrapper.RunKernel(0,
									 32,//Total grid dims.
									 1,
									 1,
									 1,//Individual block dims.
									 1,
									 1))
				{
					wrapper.ReadBuffer(0, vec.data(), (unsigned int)vec.size() * sizeof(vec[0]));
					cout << "Vector after unlocked add: " << endl;

					for (i = 0; i < vec.size(); i++)
					{
						cout << "vec[" << i << "] = " << vec[i] << endl;
					}

					for (i = 0; i < vec.size(); i++)
						vec[i] = (i * 10.2234f);

					wrapper.AddAndWriteBuffer("buff", (void*)vec.data(), (unsigned int)vec.size() * sizeof(vec[0]));
					wrapper.SetBufferArg(0, 0, 0);
					wrapper.SetArg<unsigned int>(0, 1, 1);

					if (wrapper.RunKernel(0,
										 32,//Total grid dims.
										 1,
										 1,
										 1,//Individual block dims.
										 1,
										 1))
					{
						wrapper.ReadBuffer(0, vec.data(), (unsigned int)vec.size() * sizeof(vec[0]));
						cout << "\n\nVector after locked add: " << endl;

						for (i = 0; i < vec.size(); i++)
						{
							cout << "vec[" << i << "] = " << vec[i] << endl;
						}
					}
				}
			}
		}
	}
}

template <typename T>
bool SearchVar(Variation<T>* var, vector<string>& stringVec, bool matchAll)
{
	bool ret = false;
	size_t i;
	string cl = var->OpenCLString();

	if (matchAll)
	{
		for (i = 0; i < stringVec.size(); i++)
		{
			if (cl.find(stringVec[i]) == std::string::npos)
			{
				break;
			}
		}

		ret = (i == stringVec.size());
	}
	else
	{
		for (i = 0; i < stringVec.size(); i++)
		{
			if (cl.find(stringVec[i]) != std::string::npos)
			{
				ret = true;
				break;
			}
		}
	}

	return ret;
}

template <typename T>
static vector<Variation<T>*> FindVarsWith(vector<string>& stringVec, bool findAll = true)
{
	int index = 0;
	VariationList<T> vl;
	vector<Variation<T>*> vec;

	while (index < vl.RegSize())
	{
		Variation<T>* regVar = vl.GetVariation(index, VARTYPE_REG);

		if (SearchVar(regVar, stringVec, false))
		{
			vec.push_back(regVar->Copy());

			if (!findAll)
				break;
		}

		index++;
	}

	return vec;
}

bool TestVarCounts()
{
	VariationList<float> vlf;
#ifdef DO_DOUBLE
	VariationList<double> vld;
	bool success ((vlf.Size() == vld.Size()) && (vlf.Size() == LAST_VAR));
#else
	bool success = true;
#endif
	unsigned int start = (unsigned int)VAR_ARCH;

	if (!success)
	{
		cout << "Variation list size " << vlf.Size() << " does not equal the max var ID enum " << (unsigned int)LAST_VAR << "." << endl;
	}

	for (; start < (unsigned int)LAST_VAR; start++)
	{
		Variation<float>* var = vlf.GetVariation((eVariationId)start);

		if (!var)
		{
			cout << "Variation " << start << " was not found." << endl;
			success = false;
		}
	}

	return success;
}

template <typename T>
bool TestVarUnique()
{
	bool success = true;
	VariationList<T> vl;
	vector<eVariationId> ids;
	vector<string> names;

	ids.reserve(vl.Size());
	names.reserve(vl.Size());

	for (size_t i = 0; i < vl.Size(); i++)
	{
		Variation<T>* var = vl.GetVariation(i);

		if (std::find(ids.begin(), ids.end(), var->VariationId()) != ids.end())
		{
			cout << "Variation " << var->Name() << " was a duplicate ID entry." << endl;
			success = false;
		}
		else
		{
			ids.push_back(var->VariationId());
		}

		if (std::find(names.begin(), names.end(), var->Name()) != names.end())
		{
			cout << "Variation " << var->Name() << " was a duplicate name entry." << endl;
			success = false;
		}
		else
		{
			names.push_back(var->Name());
		}
	}

	return success;
}

template <typename sT, typename dT>
bool TestVarPrecalcEqual(Variation<sT>* var1, Variation<dT>* var2)
{
	bool success = true;

	if (var1 && var2)
	{
		if (var1->NeedPrecalcSumSquares() != var2->NeedPrecalcSumSquares())
		{
			cout << "NeedPrecalcSumSquares value of " << var1->NeedPrecalcSumSquares() << " for variation " << var1->Name() << " != NeedPrecalcSumSquares value of " << var2->NeedPrecalcSumSquares() << " for variation " << var2->Name() << endl;
			success = false;
		}

		if (var1->NeedPrecalcSqrtSumSquares() != var2->NeedPrecalcSqrtSumSquares())
		{
			cout << "NeedPrecalcSqrtSumSquares value of " << var1->NeedPrecalcSqrtSumSquares() << " for variation " << var1->Name() << " != NeedPrecalcSqrtSumSquares value of " << var2->NeedPrecalcSqrtSumSquares() << " for variation " << var2->Name() << endl;
			success = false;
		}

		if (var1->NeedPrecalcAngles() != var2->NeedPrecalcAngles())
		{
			cout << "NeedPrecalcAngles value of " << var1->NeedPrecalcAngles() << " for variation " << var1->Name() << " != NeedPrecalcAngles value of " << var2->NeedPrecalcAngles() << " for variation " << var2->Name() << endl;
			success = false;
		}
		
		if (var1->NeedPrecalcAtanXY() != var2->NeedPrecalcAtanXY())
		{
			cout << "NeedPrecalcAtanXY value of " << var1->NeedPrecalcAtanXY() << " for variation " << var1->Name() << " != NeedPrecalcAtanXY value of " << var2->NeedPrecalcAtanXY() << " for variation " << var2->Name() << endl;
			success = false;
		}

		if (var1->NeedPrecalcAtanYX() != var2->NeedPrecalcAtanYX())
		{
			cout << "NeedPrecalcAtanYX value of " << var1->NeedPrecalcAtanYX() << " for variation " << var1->Name() << " != NeedPrecalcAtanYX value of " << var2->NeedPrecalcAtanYX() << " for variation " << var2->Name() << endl;
			success = false;
		}
	}

	return success;
}

template <typename sT, typename dT>
bool TestVarEqual(Variation<sT>* var1, Variation<dT>* var2)
{
	bool success = true;

	if (!var1 || !var2)
	{
		cout << "Variations were null." << endl;
		return false;
	}

	if (var1->VariationId() != var2->VariationId())
	{
		cout << "Variation IDs were not equal: " << var1->VariationId() << " != " << var2->VariationId() << endl;
		success = false;
	}

	if (var1->VarType() != var2->VarType())
	{
		cout << "Variation types were not equal: " << var1->VarType() << " != " << var2->VarType() << endl;
		success = false;
	}

	if (var1->Name() != var2->Name())
	{
		cout << "Variation names were not equal: " << var1->Name() << " != " << var2->Name() << endl;
		success = false;
	}

	if (var1->Prefix() != var2->Prefix())
	{
		cout << "Variation prefixes were not equal: " << var1->Prefix() << " != " << var2->Prefix() << endl;
		success = false;
	}

	if (!TestVarPrecalcEqual<sT, dT>(var1, var2))
	{
		cout << "Variation precalcs were not equal: " << var1->Name() << " and " << var2->Name() << "." << endl;
		success = false;
	}

	ParametricVariation<sT>* parVar1 = dynamic_cast<ParametricVariation<sT>*>(var1);
	ParametricVariation<dT>* parVar2 = dynamic_cast<ParametricVariation<dT>*>(var2);

	if (parVar1 && parVar2)
	{
		if (parVar1->ParamCount() != parVar2->ParamCount())
		{
			cout << "Variation ParamCount were not equal: " << parVar1->ParamCount() << " != " << parVar2->ParamCount() << endl;
			success = false;
		}

		vector<ParamWithName<sT>> params1 = parVar1->ParamsVec();
		vector<ParamWithName<dT>> params2 = parVar2->ParamsVec();

		for (size_t i = 0; i < params1.size(); i++)
		{
			if (params1[i].Name() != params2[i].Name())
			{
				cout << "Param Names were not equal: " << params1[i].Name() << " != " << params2[i].Name() << endl;
				success = false;
			}

			if (params1[i].Type() != params2[i].Type())
			{
				cout << "Param " << params1[i].Name() << " Types were not equal: " << params1[i].Type() << " != " << params2[i].Type() << endl;
				success = false;
			}

			if (params1[i].IsPrecalc() != params2[i].IsPrecalc())
			{
				cout << "Param " << params1[i].Name() << " IsPrecalc were not equal: " << params1[i].IsPrecalc() << " != " << params2[i].IsPrecalc() << endl;
				success = false;
			}

			if (!IsClose<sT>(params1[i].Def(), (sT)params2[i].Def()))
			{
				cout << "Param " << params1[i].Name() << " Def were not equal: " << params1[i].Def() << " != " << params2[i].Def() << endl;
				success = false;
			}

			if (typeid(sT) == typeid(dT))//Min and max can be different for float and double.
			{
				if (!IsClose<sT>(params1[i].Min(), (sT)params2[i].Min()))
				{
					cout << "Param " << params1[i].Name() << " Min were not equal: " << params1[i].Min() << " != " << params2[i].Min() << endl;
					success = false;
				}

				if (!IsClose<sT>(params1[i].Max(), (sT)params2[i].Max()))
				{
					cout << "Param " << params1[i].Name() << " Max were not equal: " << params1[i].Max() << " != " << params2[i].Max() << endl;
					success = false;
				}
			}

			if (!IsClose<sT>(params1[i].ParamVal(), (sT)params2[i].ParamVal(), sT(1e-4)))
			{
				cout << "Param " << params1[i].Name() << " Val were not equal: " << params1[i].ParamVal() << " != " << params2[i].ParamVal() << endl;
				success = false;
			}
		}
	}

	return success;
}

bool TestVarPrePostNames()
{
	bool success = true;
	VariationList<float> vlf;

	for (size_t i = 0; i < vlf.Size(); i++)
	{
		Variation<float>* var = vlf.GetVariation(i);
		string name = var->Name();

		if (var->VarType() == VARTYPE_REG)
		{
			if (name.find("pre_") == 0)
			{
				cout << "Regular variation " << name << " must not start with pre_." << endl;
				success = false;
			}

			if (name.find("post_") == 0)
			{
				cout << "Regular variation " << name << " must not start with post_." << endl;
				success = false;
			}
		}
		else if (var->VarType() == VARTYPE_PRE)
		{
			if (name.find("pre_") != 0)
			{
				cout << "Pre variation " << name << " must start with pre_." << endl;
				success = false;
			}
		}
		else if (var->VarType() == VARTYPE_POST)
		{
			if (name.find("post_") != 0)
			{
				cout << "Post variation " << name << " must start with post_." << endl;
				success = false;
			}
		}
		else
		{
			cout << "Invalid variation type." << endl;
			success = false;
			break;
		}

		if (ParametricVariation<float>* parVar = dynamic_cast<ParametricVariation<float>*>(var))
		{
			vector<ParamWithName<float>> params = parVar->ParamsVec();

			for (size_t p = 0; p < params.size(); p++)
			{
				if (params[p].Name().find(name.c_str()) != 0)
				{
					cout << "Param " << params[p].Name() << " must start with " << name << endl;
					success = false;
				}
			}
		}
	}

	return success;
}

template <typename sT, typename dT>
bool TestVarCopy()
{
	bool success = true;
	VariationList<sT> vlf;

	for (size_t i = 0; i < vlf.Size(); i++)
	{
		Variation<sT>* var = vlf.GetVariation(i);
		Variation<dT>* destVar = NULL;
		unique_ptr<Variation<sT>> copyVar(var->Copy());//Test Copy().
		
		if (!TestVarEqual<sT, sT>(var, copyVar.get()))
		{
			cout << "Variations " << var->Name() << "<" << typeid(sT).name() << "> and " << copyVar->Name() << "<" << typeid(sT).name() << "> (same template type) were not equal after Copy()." << endl;
			success = false;
		}

		var->Copy(destVar);//Test Copy(var*);
		unique_ptr<Variation<dT>> destPtr(destVar);//Just for deletion.

		if (!TestVarEqual<sT, dT>(var, destPtr.get()))
		{
			cout << "Variations " << var->Name() << "<" << typeid(sT).name() << "> and " << destPtr->Name() << "<" << typeid(dT).name() << "> (different template types) were not equal after Copy(Variation<T>*)." << endl;
			success = false;
		}
	}

	return success;
}

bool TestParVars()
{
	bool success = true;
	VariationList<float> vlf;

	for (size_t i = 0; i < vlf.ParametricSize(); i++)
	{
		if (ParametricVariation<float>* parVar = vlf.GetParametricVariation(i))
		{
			if (parVar->ParamCount() < 1)
			{
				cout << "Parametric variation " << parVar->Name() << " does not have any parameters." << endl;
				success = false;
			}

			vector<string> names;
			vector<float*> addresses;
			ParamWithName<float>* params = parVar->Params();

			names.reserve(parVar->ParamCount());
			addresses.reserve(parVar->ParamCount());

			for (unsigned int j = 0; j < parVar->ParamCount(); j++)
			{
				if (std::find(names.begin(), names.end(), params[j].Name()) != names.end())
				{
					cout << "Param " << params[j].Name() << " for variation " << parVar->Name() << " was a duplicate name entry." << endl;
					success = false;
				}
				else
				{
					names.push_back(params[j].Name());
				}

				if (std::find(addresses.begin(), addresses.end(), params[j].Param()) != addresses.end())
				{
					cout << "Param address" << params[j].Param() << " for variation " << parVar->Name() << " was a duplicate name entry." << endl;
					success = false;
				}
				else
				{
					addresses.push_back(params[j].Param());
				}
			}
		}
		else
		{
			cout << "Parametric variation at index " << i << " was NULL." << endl;
			success = false;
		}
	}

	return success;
}

bool TestVarRegPrePost()
{
	bool success = true;
	VariationList<float> vlf;

	for (size_t i = 0; i < vlf.RegSize(); i++)
	{
		Variation<float>* regVar = vlf.GetVariation(i, VARTYPE_REG);
		
		if (regVar)
		{
			if (regVar->Name().find("dc_") != 0)
			{
				string name = regVar->Name();

				Variation<float>* preVar = vlf.GetVariation("pre_" + name);
				Variation<float>* postVar = vlf.GetVariation("post_" + name);

				if (!preVar)
				{
					cout << "Pre variation equivalent of " << name << " could not be found." << endl;
					success = false;
				}

				if (!postVar)
				{
					cout << "Post variation equivalent of " << name << " could not be found." << endl;
					success = false;
				}
			
				if (!TestVarPrecalcEqual<float, float>(regVar, preVar))
				{
					cout << "Regular and pre variation precalc test failed for " << regVar->Name() << " and " << preVar->Name() << "." << endl;
					success = false;
				}

				if (!TestVarPrecalcEqual<float, float>(regVar, postVar))
				{
					cout << "Regular and post variation precalc test failed for " << regVar->Name() << " and " << postVar->Name() << "." << endl;
					success = false;
				}
			}
		}
		else
		{
			cout << "Regular variation " << i << " was NULL." << endl;
			success = false;
		}
	}

	return success;
}

bool TestVarPrecalcUsedCL()
{
	bool success = true;
	VariationList<float> vlf;

	for (size_t i = 0; i < vlf.Size(); i++)
	{
		Variation<float>* var = vlf.GetVariation(i);
		string s = var->OpenCLString();

		if (var->NeedPrecalcAngles())
		{
			if (s.find("precalcSina") == string::npos)
			{
				cout << "Variation " << var->Name() << " needed precalcSina, but it wasn't found in the OpenCL string." << endl;
				success = false;
			}

			if (s.find("precalcCosa") == string::npos)
			{
				cout << "Variation " << var->Name() << " needed precalcCosa, but it wasn't found in the OpenCL string." << endl;
				success = false;
			}
		}
		else
		{
			if (s.find("precalcSina") != string::npos)
			{
				cout << "Variation " << var->Name() << " didn't need precalcSina, but it was found in the OpenCL string." << endl;
				success = false;
			}

			if (s.find("precalcCosa") != string::npos)
			{
				cout << "Variation " << var->Name() << " didn't need precalcCosa, but it was found in the OpenCL string." << endl;
				success = false;
			}

			if (var->NeedPrecalcSqrtSumSquares())
			{
				if (s.find("precalcSqrtSumSquares") == string::npos)
				{
					cout << "Variation " << var->Name() << " needed precalcSqrtSumSquares, but it wasn't found in the OpenCL string." << endl;
					success = false;
				}
			}
			else
			{
				if (s.find("precalcSqrtSumSquares") != string::npos)
				{
					cout << "Variation " << var->Name() << " didn't need precalcSqrtSumSquares, but it was found in the OpenCL string." << endl;
					success = false;
				}

				if (var->NeedPrecalcSumSquares())
				{
					if (s.find("precalcSumSquares") == string::npos)
					{
						cout << "Variation " << var->Name() << " needed precalcSumSquares, but it wasn't found in the OpenCL string." << endl;
						success = false;
					}
				}
				else
				{
					if (s.find("precalcSumSquares") != string::npos)
					{
						cout << "Variation " << var->Name() << " didn't need precalcSumSquares, but it was found in the OpenCL string." << endl;
						success = false;
					}
				}
			}
		}
		
		if (var->NeedPrecalcSumSquares())
		{
			if (s.find("SQR(vIn.x) + SQR(vIn.y)") != string::npos || s.find("vIn.x * vIn.x + vIn.y * vIn.y") != string::npos)
			{
				cout << "Variation " << var->Name() << " needed precalcSumSquares, but is not using it properly." << endl;
				success = false;
			}
		}
		else
		{
			if (s.find("precalcSumSquares") != string::npos)
			{
				cout << "Variation " << var->Name() << " didn't need precalcSumSquares, but it was found in the OpenCL string." << endl;
				success = false;
			}

			if (s.find("SQR(vIn.x) + SQR(vIn.y)") != string::npos || s.find("vIn.x * vIn.x + vIn.y * vIn.y") != string::npos)
			{
				cout << "Variation " << var->Name() << " did not specify precalcSumSquares, but could benefit from it." << endl;
				success = false;
			}
		}

		if (var->NeedPrecalcSqrtSumSquares())
		{
			if (s.find("sqrt(SQR(vIn.x) + SQR(vIn.y))") != string::npos || s.find("sqrt(vIn.x * vIn.x + vIn.y * vIn.y)") != string::npos)
			{
				cout << "Variation " << var->Name() << " needed precalcSqrtSumSquares, but is not using it properly." << endl;
				success = false;
			}
		}
		else
		{
			if (s.find("precalcSqrtSumSquares") != string::npos)
			{
				cout << "Variation " << var->Name() << " didn't need precalcSqrtSumSquares, but it was found in the OpenCL string." << endl;
				success = false;
			}

			if (s.find("sqrt(SQR(vIn.x) + SQR(vIn.y))") != string::npos || s.find("sqrt(vIn.x * vIn.x + vIn.y * vIn.y)") != string::npos)
			{
				cout << "Variation " << var->Name() << " did not specify precalcSqrtSumSquares, but could benefit from it." << endl;
				success = false;
			}
		}

		if (var->NeedPrecalcAtanXY())
		{
			if (s.find("precalcAtanxy") == string::npos)
			{
				cout << "Variation " << var->Name() << " needed precalcAtanxy, but it wasn't found in the OpenCL string." << endl;
				success = false;
			}
		}
		else
		{
			if (s.find("precalcAtanxy") != string::npos)
			{
				cout << "Variation " << var->Name() << " didn't need precalcAtanxy, but it was found in the OpenCL string." << endl;
				success = false;
			}

			if (s.find("atan2(vIn.x, vIn.y)") != string::npos)
			{
				cout << "Variation " << var->Name() << " did not specify precalcAtanxy, but could benefit from it." << endl;
				success = false;
			}
		}
		
		if (var->NeedPrecalcAtanYX())
		{
			if (s.find("precalcAtanyx") == string::npos)
			{
				cout << "Variation " << var->Name() << " needed precalcAtanyx, but it wasn't found in the OpenCL string." << endl;
				success = false;
			}
		}
		else
		{
			if (s.find("precalcAtanyx") != string::npos)
			{
				cout << "Variation " << var->Name() << " didn't need precalcAtanyx, but it was found in the OpenCL string." << endl;
				success = false;
			}

			if (s.find("atan2(vIn.y, vIn.x)") != string::npos)
			{
				cout << "Variation " << var->Name() << " did not specify precalcAtanyx, but could benefit from it." << endl;
				success = false;
			}
		}
	}

	return success;
}

bool TestVarAssignTypes()
{
	bool success = true;
	VariationList<float> vlf;
	vector<string> vset, vsum;

	vset.push_back("vIn.x");
	vset.push_back("vIn.y");
	vset.push_back("vIn.z");
	vset.push_back("precalcSumSquares");
	vset.push_back("precalcSqrtSumSquares");
	vset.push_back("precalcSina");
	vset.push_back("precalcCosa");
	vset.push_back("precalcAtanxy");
	vset.push_back("precalcAtanyx");

	vsum.push_back("vIn.x");
	vsum.push_back("vIn.y");
	//vsum.push_back("vIn.z");
	vsum.push_back("precalcSumSquares");
	vsum.push_back("precalcSqrtSumSquares");
	vsum.push_back("precalcSina");
	vsum.push_back("precalcCosa");
	vsum.push_back("precalcAtanxy");
	vsum.push_back("precalcAtanyx");

	for (size_t i = 0; i < vlf.Size(); i++)
	{
		Variation<float>* var = vlf.GetVariation(i);
		string s = var->OpenCLString();

		//Only test pre and post. The assign type for regular is ignored, and will always be summed.
		if (var->VarType() != VARTYPE_REG)
		{
			if (var->AssignType() == ASSIGNTYPE_SET)
			{
				if (!SearchVar(var, vset, false))
				{
					cout << "Variation " << var->Name() << " had an assign type of SET, but did not use its input points. It should have an assign type of SUM." << endl;
					success = false;
				}
			}
			else if (var->AssignType() == ASSIGNTYPE_SUM)
			{
				if (SearchVar(var, vsum, false))
				{
					cout << "Variation " << var->Name() << " had an assign type of SUM, but used its input points. It should have an assign type of SET." << endl;
					success = false;
				}
			}
			else
			{
				cout << "Variation " << var->Name() << " had an invalid assign type of " << var->AssignType() << endl;
			}
		}
	}

	return success;
}

bool TestVarAssignVals()
{
	bool success = true;
	VariationList<float> vlf;
	vector<string> xout, yout, zout;

	xout.push_back("vOut.x =");
	xout.push_back("vOut.x +=");
	xout.push_back("vOut.x -=");
	xout.push_back("vOut.x *=");
	xout.push_back("vOut.x /=");

	yout.push_back("vOut.y =");
	yout.push_back("vOut.y +=");
	yout.push_back("vOut.y -=");
	yout.push_back("vOut.y *=");
	yout.push_back("vOut.y /=");
	
	zout.push_back("vOut.z =");
	zout.push_back("vOut.z +=");
	zout.push_back("vOut.z -=");
	zout.push_back("vOut.z *=");
	zout.push_back("vOut.z /=");

	for (size_t i = 0; i < vlf.Size(); i++)
	{
		Variation<float>* var = vlf.GetVariation(i);

		if (!SearchVar(var, xout, false))
		{
			cout << "Variation " << var->Name() << " did not set its x output point. If unused, at least pass through or set to 0." << endl;
			success = false;
		}

		if (!SearchVar(var, yout, false))
		{
			cout << "Variation " << var->Name() << " did not set its y output point. If unused, at least pass through or set to 0." << endl;
			success = false;
		}

		if (!SearchVar(var, zout, false))
		{
			cout << "Variation " << var->Name() << " did not set its z output point. If unused, at least pass through or set to 0." << endl;
			success = false;
		}
	}

	return success;
}

bool TestZepsFloor()
{
	bool success = true;
	VariationList<float> vlf;
	vector<string> zeps;

	zeps.push_back("Zeps(floor");

	for (size_t i = 0; i < vlf.Size(); i++)
	{
		Variation<float>* var = vlf.GetVariation(i);

		if (SearchVar(var, zeps, false))
		{
			cout << "Variation " << var->Name() << " contains Zeps(floor()). This is fine for the GPU, but ensure the CPU uses Zeps<T>((T)Floor<T>())." << endl;
			success = false;
		}
	}

	return success;
}

bool TestConstants()
{
	bool success = true;
	VariationList<float> vlf;
	vector<string> stringVec;

	stringVec.push_back("2 * M_PI");
	stringVec.push_back("2*M_PI");
	stringVec.push_back("M_PI*2");
	stringVec.push_back("M_PI * 2");

	for (size_t i = 0; i < vlf.Size(); i++)
	{
		Variation<float>* var = vlf.GetVariation(i);

		if (SearchVar(var, stringVec, false))
		{
			cout << "Variation " << var->Name() << " should be using M_2PI." << endl;
			success = false;
		}
	}

	return success;
}

void PrintAllVars()
{
	unsigned int i = 0;
	VariationList<float> vlf;

	while(Variation<float>* var = vlf.GetVariation(i++))
		cout << var->Name() << endl;
}

void TestXformsInOutPoints()
{
	unsigned int index = 0;
	VariationList<float> varList;
	PaletteList<float> paletteList;
	QTIsaac<ISAAC_SIZE, ISAAC_INT> rand;

	paletteList.Init("flam3-palettes.xml");

	while (index < varList.RegSize())
	{
		vector<Xform<float>> xforms;
		unique_ptr<Variation<float>> regVar(varList.GetVariationCopy(index, VARTYPE_REG));
		string s = regVar->OpenCLString() + regVar->OpenCLFuncsString();

		if (s.find("MwcNext") == string::npos)
		{
			unique_ptr<Variation<float>> preVar(varList.GetVariationCopy("pre_" + regVar->Name()));
			unique_ptr<Variation<float>> postVar(varList.GetVariationCopy("post_" + regVar->Name()));

			Xform<float> xform0(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
			Xform<float> xform1(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
			Xform<float> xform2(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
			Xform<float> xform3(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
			Xform<float> xform4(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
			Xform<float> xform5(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
			Xform<float> xform6(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());
			Xform<float> xform7(0.25f, rand.Frand01<float>(), rand.Frand11<float>(), 1, rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>(), rand.Frand11<float>());

			if (preVar.get() && postVar.get())
			{
				xform1.AddVariation(preVar->Copy());
				xform2.AddVariation(regVar->Copy());
				xform3.AddVariation(postVar->Copy());

				xform4.AddVariation(preVar->Copy());
				xform4.AddVariation(regVar->Copy());

				xform5.AddVariation(preVar->Copy());
				xform5.AddVariation(postVar->Copy());

				xform6.AddVariation(regVar->Copy());
				xform6.AddVariation(postVar->Copy());

				xform7.AddVariation(preVar->Copy());
				xform7.AddVariation(regVar->Copy());
				xform7.AddVariation(postVar->Copy());

				xforms.push_back(xform0);
				xforms.push_back(xform1);
				xforms.push_back(xform2);
				xforms.push_back(xform3);
				xforms.push_back(xform4);
				xforms.push_back(xform5);
				xforms.push_back(xform6);
				xforms.push_back(xform7);
			}
			else
			{
				xform1.AddVariation(regVar->Copy());
			
				xforms.push_back(xform0);
				xforms.push_back(xform1);
			}

			for (size_t i = 0; i < xforms.size(); i++)
			{
				bool badVals = false;
				Point<float> orig;

				orig.m_X = rand.Frand11<float>();
				orig.m_Y = rand.Frand11<float>();
				orig.m_Z = rand.Frand11<float>();
				orig.m_ColorX = rand.Frand01<float>();
				orig.m_VizAdjusted = rand.Frand01<float>();

				Point<float> p1 = orig, p2 = orig, p3;

				xforms[i].Apply(&p1, &p1, rand);
				xforms[i].Apply(&p2, &p3, rand);

				badVals |= (p1.m_X != p1.m_X);
				badVals |= (p1.m_Y != p1.m_Y);
				badVals |= (p1.m_Z != p1.m_Z);
				badVals |= (p1.m_ColorX != p1.m_ColorX);
				badVals |= (p1.m_VizAdjusted != p1.m_VizAdjusted);

				badVals |= (p3.m_X != p3.m_X);
				badVals |= (p3.m_Y != p3.m_Y);
				badVals |= (p3.m_Z != p3.m_Z);
				badVals |= (p3.m_ColorX != p3.m_ColorX);
				badVals |= (p3.m_VizAdjusted != p3.m_VizAdjusted);

				if (badVals)
					cout << "Variation " << regVar->Name() << ": Bad value detected" << endl;

				if (!badVals)
				{
					if (p1.m_X != p3.m_X)
						cout << "Variation " << regVar->Name() << ": p1.m_X " << p1.m_X << " != p3.m_X " << p3.m_X << endl;

					if (p1.m_Y != p3.m_Y)
						cout << "Variation " << regVar->Name() << ": p1.m_Y " << p1.m_Y << " != p3.m_Y " << p3.m_Y << endl;

					if (p1.m_Z != p3.m_Z)
						cout << "Variation " << regVar->Name() << ": p1.m_Z " << p1.m_Z << " != p3.m_Z " << p3.m_Z << endl;

					if (p1.m_ColorX != p3.m_ColorX)
						cout << "Variation " << regVar->Name() << ": p1.m_ColorX " << p1.m_ColorX << " != p3.m_ColorX " << p3.m_ColorX << endl;

					if (p1.m_VizAdjusted != p3.m_VizAdjusted)
						cout << "Variation " << regVar->Name() << ": p1.m_VizAdjusted " << p1.m_VizAdjusted << " != p3.m_VizAdjusted " << p3.m_VizAdjusted << endl;
				}
			}
		}

		index++;
	}
}

static int SortPairByTime(const pair<string, double>& a, pair<string, double>& b)
{
	return a.second < b.second;
}

template <typename T>
void TestVarTime()
{
	int i = 0, iters = 10;
	Timing t;
	VariationList<T> vlf;
	IteratorHelper<T> helper;
	QTIsaac<ISAAC_SIZE, ISAAC_INT> rand;
	vector<pair<string, double>> times;

	times.reserve(vlf.RegSize());

	while (i < vlf.RegSize())
	{
		double sum = 0;
		Xform<T> xform;
		Variation<T>* var = vlf.GetVariationCopy(i, VARTYPE_REG);
		
		xform.AddVariation(var);

		for (int iter = 0; iter < iters; iter++)
		{
			Point<T> p;

			xform.m_Affine.A(rand.Frand<T>(-5, 5));
			xform.m_Affine.B(rand.Frand<T>(-5, 5));
			xform.m_Affine.C(rand.Frand<T>(-5, 5));
			xform.m_Affine.D(rand.Frand<T>(-5, 5));
			xform.m_Affine.E(rand.Frand<T>(-5, 5));
			xform.m_Affine.F(rand.Frand<T>(-5, 5));
			p.m_X = rand.Frand<T>(-20, 20);
			p.m_Y = rand.Frand<T>(-20, 20);
			p.m_Z = rand.Frand<T>(-20, 20);
			helper.In.x = helper.m_TransX = (xform.m_Affine.A() * p.m_X) + (xform.m_Affine.B() * p.m_Y) + xform.m_Affine.C();
			helper.In.y = helper.m_TransY = (xform.m_Affine.D() * p.m_X) + (xform.m_Affine.E() * p.m_Y) + xform.m_Affine.F();
			helper.In.z = helper.m_TransZ = p.m_Z;
			helper.m_Color.x = p.m_ColorX = rand.Frand01<T>();
			p.m_VizAdjusted = rand.Frand01<T>();

			helper.m_PrecalcSumSquares = SQR(helper.m_TransX) + SQR(helper.m_TransY);
			helper.m_PrecalcSqrtSumSquares = sqrt(helper.m_PrecalcSumSquares);
			helper.m_PrecalcSina = helper.m_TransX / helper.m_PrecalcSqrtSumSquares;
			helper.m_PrecalcCosa = helper.m_TransY / helper.m_PrecalcSqrtSumSquares;	
			helper.m_PrecalcAtanxy = atan2(helper.m_TransX, helper.m_TransY);
			helper.m_PrecalcAtanyx = atan2(helper.m_TransY, helper.m_TransX);

			var->Random(rand);
			t.Tic();
			var->Func(helper, p, rand);
			sum += t.Toc();
		}

		i++;
		times.push_back(pair<string, double>(var->Name(), sum / iters));
	}

	std::sort(times.begin(), times.end(), &SortPairByTime);
	//ForEach(times, [&](pair<string, double>& p) { cout << p.first << "\t" << p.second << "" << endl; });
}

template <typename T>
void TestOperations()
{
	vector<string> stringVec;
	vector<Variation<T>*> varVec;

	//stringVec.push_back("%");
	//varVec = FindVarsWith<T>(Vec);
	//
	//for (size_t i = 0; i < varVec.size(); i++)
	//{
	//	cout << "Variation " << varVec[i]->Name() << " contained a modulo operation. Ensure its right hand operand is not zero." << endl;
	//}
	//
	//stringVec.clear();
	//ClearVec<Variation<T>>(varVec);

	stringVec.push_back("MwcNext(mwc) %");
	stringVec.push_back("MwcNext(mwc)%");

	varVec = FindVarsWith<T>(stringVec);

	for (size_t i = 0; i < varVec.size(); i++)
	{
		cout << "Variation " << varVec[i]->Name() << " contained MwcNext(mwc) %. Use MwcNextRange() instead." << endl;
	}

	stringVec.clear();
	ClearVec<Variation<T>>(varVec);
	
}

template <typename T>
void TestVarsSimilar()
{
	int i = 0, compIndex = 0, iters = 10;
	Timing t;
	VariationList<T> vlf;
	IteratorHelper<T> helper;
	QTIsaac<ISAAC_SIZE, ISAAC_INT> rand;
	vector<pair<string, double>> diffs;

	diffs.reserve(vlf.RegSize());

	while (i < vlf.RegSize())
	{
		double diff = 0, highest = TMAX;
		Xform<T> xform;
		Variation<T>* var = vlf.GetVariationCopy(i, VARTYPE_REG);
		pair<string, double> match("", TMAX);

		compIndex = 0;
		xform.AddVariation(var);

		while (compIndex < vlf.RegSize())
		{
			if (compIndex == i)
			{
				compIndex++;
				continue;
			}

			double sum = 0, xdiff = 0, ydiff = 0, zdiff = 0;
			Xform<T> xformComp;
			Variation<T>* varComp = vlf.GetVariationCopy(compIndex, VARTYPE_REG);

			xformComp.AddVariation(varComp);

			ParametricVariation<T>* parVar = dynamic_cast<ParametricVariation<T>*>(var);
			ParametricVariation<T>* parVarComp = dynamic_cast<ParametricVariation<T>*>(varComp);

			for (int iter = 0; iter < iters; iter++)
			{
				Point<T> p, pComp;

				xform.m_Affine.A(rand.Frand<T>(-5, 5));
				xform.m_Affine.B(rand.Frand<T>(-5, 5));
				xform.m_Affine.C(rand.Frand<T>(-5, 5));
				xform.m_Affine.D(rand.Frand<T>(-5, 5));
				xform.m_Affine.E(rand.Frand<T>(-5, 5));
				xform.m_Affine.F(rand.Frand<T>(-5, 5));
				xformComp.m_Affine = xform.m_Affine;

				p.m_X = rand.Frand<T>(-20, 20);
				p.m_Y = rand.Frand<T>(-20, 20);
				p.m_Z = rand.Frand<T>(-20, 20);
				helper.In.x = helper.m_TransX = (xform.m_Affine.A() * p.m_X) + (xform.m_Affine.B() * p.m_Y) + xform.m_Affine.C();
				helper.In.y = helper.m_TransY = (xform.m_Affine.D() * p.m_X) + (xform.m_Affine.E() * p.m_Y) + xform.m_Affine.F();
				helper.In.z = helper.m_TransZ = p.m_Z;
				helper.m_Color.x = p.m_ColorX = rand.Frand01<T>();
				p.m_VizAdjusted = rand.Frand01<T>();
				pComp = p;

				helper.m_PrecalcSumSquares = SQR(helper.m_TransX) + SQR(helper.m_TransY);
				helper.m_PrecalcSqrtSumSquares = sqrt(helper.m_PrecalcSumSquares);
				helper.m_PrecalcSina = helper.m_TransX / helper.m_PrecalcSqrtSumSquares;
				helper.m_PrecalcCosa = helper.m_TransY / helper.m_PrecalcSqrtSumSquares;	
				helper.m_PrecalcAtanxy = atan2(helper.m_TransX, helper.m_TransY);
				helper.m_PrecalcAtanyx = atan2(helper.m_TransY, helper.m_TransX);

				if (parVar)
				{
					for (unsigned int v = 0; v < parVar->ParamCount(); v++)
						parVar->SetParamVal(v, (T)iter);
				}

				if (parVarComp)
				{
					for (unsigned int v = 0; v < parVarComp->ParamCount(); v++)
						parVarComp->SetParamVal(v, (T)iter);
				}

				//For debugging.
				if (var->VariationId() == VAR_BWRAPS && varComp->VariationId() == VAR_ECLIPSE)
				{
					//cout << "Break." << endl;
				}

				helper.Out = v4T(0);
				var->m_Weight = T(iter + 1);
				var->Precalc();
				var->Func(helper, p, rand);
				v4T varOut = helper.Out;

				helper.Out = v4T(0);
				varComp->m_Weight = T(iter + 1);
				varComp->Precalc();
				varComp->Func(helper, pComp, rand);
				v4T varCompOut = helper.Out;

				xdiff += fabs(varOut.x - varCompOut.x);
				ydiff += fabs(varOut.y - varCompOut.y);
				zdiff += fabs(varOut.z - varCompOut.z);
			}

			sum = (xdiff + ydiff + zdiff) / iters;

			if (sum < highest)
			{
				match.first = varComp->Name();
				match.second = highest = sum;
			}

			compIndex++;
		}

		if (match.second < 0.001)
			cout << "The closest match to variation " << var->Name() << " is " << match.first << " with a total difference of " << match.second << endl;

		i++;
		//times.push_back(pair<string, double>(var->Name(), sum / iters));
	}

	//std::sort(times.begin(), times.end(), &SortPairByTime);
}

#ifdef TEST_CL
template <typename T>
void TestCpuGpuResults()
{
	bool breakOnBad = true;
	int i = 0;//(int)VAR_TARGET;//Start at the one you want to test.
	int iters = 10;
	int skipped = 0;
	T thresh = T(1e-3);
	Timing t;
	VariationList<T> vlf;
	QTIsaac<ISAAC_SIZE, ISAAC_INT> rand;
	vector<PointCL<T>> points;
	RendererCL<T> renderer;

	if (!renderer.Init(1, 0, false, 0))
		return;

	points.resize(renderer.TotalIterKernelCount());

	while (i < vlf.RegSize())
	{
		bool bad = false;
		double sum = 0;
		Variation<T>* var = vlf.GetVariation(i, VARTYPE_REG);
		string s = var->OpenCLString() + var->OpenCLFuncsString();

		if (s.find("MwcNext") != string::npos)
		{
			i++;
			skipped++;
			continue;
		}

		cout << "Testing cpu-gpu equality for variation: " << var->Name() << " (" << (int)var->VariationId() << ")" << endl;

		for (int iter = 0; iter < iters; iter++)
		{
			bool newAlloc = false;
			Point<T> p, p2;
			Ember<T> ember;
			Xform<T> xform;
			Variation<T>* varCopy = var->Copy();

			p.m_X = rand.Frand<T>(-5, 5);
			p.m_Y = rand.Frand<T>(-5, 5);
			p.m_Z = rand.Frand<T>(-5, 5);
			p.m_ColorX = rand.Frand01<T>();
			p.m_VizAdjusted = rand.Frand01<T>();

			varCopy->Random(rand);
			xform.AddVariation(varCopy);
			ember.AddXform(xform);
			ember.CacheXforms();
			renderer.SetEmber(ember);
			renderer.CreateSpatialFilter(newAlloc);
			renderer.CreateDEFilter(newAlloc);
			renderer.ComputeBounds();
			renderer.ComputeCamera();
			renderer.AssignIterator();

			if (!renderer.Alloc())
				return;

			points[0].m_X = p.m_X;
			points[0].m_Y = p.m_Y;
			points[0].m_Z = p.m_Z;
			points[0].m_ColorX = p.m_ColorX;
			xform.Apply(&p, &p2, rand);
			renderer.WritePoints(points);
			renderer.Iterate(1, 0, 1);
			renderer.ReadPoints(points);

			T xdiff = fabs(p2.m_X - points[0].m_X);
			T ydiff = fabs(p2.m_Y - points[0].m_Y);
			T zdiff = fabs(p2.m_Z - points[0].m_Z);

			if (xdiff > thresh || ydiff > thresh || zdiff > thresh)
			{
				bad = true;
				cout << __FUNCTION__ << ": Variation cpu-gpu diff for iter " << iter << ": " << varCopy->Name() << " (" << (int)varCopy->VariationId() << ") xdiff: " << xdiff << endl;
				cout << __FUNCTION__ << ": Variation cpu-gpu diff for iter " << iter << ": " << varCopy->Name() << " (" << (int)varCopy->VariationId() << ") ydiff: " << ydiff << endl;
				cout << __FUNCTION__ << ": Variation cpu-gpu diff for iter " << iter << ": " << varCopy->Name() << " (" << (int)varCopy->VariationId() << ") zdiff: " << zdiff << endl;
				cout << varCopy->ToString() << endl;
			}
			else
			{
				//cout << "Variation " << var->Name() << " had no difference between cpu and gpu for iter " << iter << endl;
			}
		}

		if (breakOnBad && bad)
			break;

		i++;
		bad = false;
	}

	cout << "Skipped " << skipped << endl;
}

template <typename T>
void TestGpuVectorRead()
{
	T minx = TMAX, miny = TMAX, minz = TMAX, mincolorx = TMAX;
	T maxx = TLOW, maxy = TLOW, maxz = TLOW, maxcolorx = TLOW;
	double sumx = 0, avgx = 0;
	double sumy = 0, avgy = 0;
	double sumz = 0, avgz = 0;
	double sumcolorx = 0, avgcolorx = 0;
	Timing t;
	VariationList<T> vlf;
	QTIsaac<ISAAC_SIZE, ISAAC_INT> rand;
	vector<PointCL<T>> points;
	RendererCL<T> renderer;

	if (!renderer.Init(1, 0, false, 0))
		return;

	points.resize(renderer.TotalIterKernelCount());

	Variation<T>* var = vlf.GetVariation(VAR_LINEAR);

	bool newAlloc = false;
	Point<T> p, p2;
	Ember<T> ember;
	Xform<T> xform;
	Variation<T>* varCopy = var->Copy();

	p.m_X = rand.Frand<T>(-5, 5);
	p.m_Y = rand.Frand<T>(-5, 5);
	p.m_Z = rand.Frand<T>(-5, 5);
	p.m_ColorX = rand.Frand01<T>();
	p.m_VizAdjusted = rand.Frand01<T>();

	varCopy->Random(rand);
	xform.AddVariation(varCopy);
	ember.AddXform(xform);
	ember.CacheXforms();
	renderer.SetEmber(ember);
	renderer.CreateSpatialFilter(newAlloc);
	renderer.CreateDEFilter(newAlloc);
	renderer.ComputeBounds();
	renderer.ComputeCamera();
	renderer.AssignIterator();

	if (!renderer.Alloc())
		return;

	unsigned int i, iters = renderer.IterCountPerKernel() * renderer.TotalIterKernelCount();//Make each thread in each block run at least once.
	renderer.Iterate(iters, 0, 1);
	renderer.ReadPoints(points);

	cout << __FUNCTION__ << ": GPU point test value results:" << endl;

	for (i = 0; i < points.size(); i++)
	{
		cout << "point[" << i << "].m_X = " << points[i].m_X << endl;
		cout << "point[" << i << "].m_Y = " << points[i].m_Y << endl;
		cout << "point[" << i << "].m_Z = " << points[i].m_Z << endl;
		cout << "point[" << i << "].m_ColorX = " << points[i].m_ColorX << endl << endl;

		minx = min<T>(points[i].m_X, minx);
		miny = min<T>(points[i].m_Y, miny);
		minz = min<T>(points[i].m_Z, minz);
		mincolorx = min<T>(points[i].m_ColorX, mincolorx);

		maxx = max<T>(points[i].m_X, maxx);
		maxy = max<T>(points[i].m_Y, maxy);
		maxz = max<T>(points[i].m_Z, maxz);
		maxcolorx = max<T>(points[i].m_ColorX, maxcolorx);

		sumx += points[i].m_X;
		sumy += points[i].m_Y;
		sumz += points[i].m_Z;
		sumcolorx += points[i].m_ColorX;
	}

	avgx = sumx / i;
	avgy = sumy / i;
	avgz = sumz / i;
	avgcolorx = sumcolorx / i;

	cout << "avgx = " << avgx << endl;
	cout << "avgy = " << avgy << endl;
	cout << "avgz = " << avgz << endl;
	cout << "avgcolorx = " << avgcolorx << endl;

	cout << "minx = " << minx << endl;
	cout << "miny = " << miny << endl;
	cout << "minz = " << minz << endl;
	cout << "mincolorx = " << mincolorx << endl << endl;

	cout << "maxx = " << maxx << endl;
	cout << "maxy = " << maxy << endl;
	cout << "maxz = " << maxz << endl;
	cout << "maxcolorx = " << maxcolorx << endl << endl << endl;
}
#endif

template <typename T>
void TestRandomAccess(size_t vsize, size_t ipp, bool cache)
{
	size_t iters = vsize * ipp;
	vector<v4T> vec;
	QTIsaac<ISAAC_SIZE, ISAAC_INT> rand;

	vec.resize(vsize);
	v4T* vdata = vec.data();

	if (cache)
	{
		for (size_t i = 0; i < iters; i++)
		{
			v4T v4(rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>());
			int index = rand.Rand((ISAAC_INT)vsize);
			v4T v42 = vdata[index];

			v4.x = log(v4.x);
			v4.y = sqrt(v4.y);
			v4.z = sin(v4.z);
			v4.w = cos(v4.w);
			v4 += T(1.234);
			v4 *= T(55.55);
			v4 /= T(0.0045);

			vdata[index] = v4 + v42;
		}
	}
	else
	{
		for (size_t i = 0; i < iters; i++)
		{
			v4T v4(rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>(), rand.Frand11<T>());
			int index = rand.Rand((ISAAC_INT)vsize);

			v4.x = log(v4.x);
			v4.y = sqrt(v4.y);
			v4.z = sin(v4.z);
			v4.w = cos(v4.w);
			v4 += T(1.234);
			v4 *= T(55.55);
			v4 /= T(0.0045);

			vdata[index] += v4;
		}
	}
}

template <typename T>
void TestCross(T x, T y, T weight)
{
	T s = x * x - y * y;
	T r = weight * sqrt(1 / (s * s + EPS));
	T outX = x * r;
	T outY = y * r;

	cout << "First way, outX, outY == " << outX << ", " << outY << endl;

	r = fabs((x - y) * (x + y) + EPS);
		
	if (r < 0)
		r = -r;

	r = weight / r;
	outX = x * r;
	outY = y * r;
	cout << "Second way, outX, outY == " << outX << ", " << outY << endl;
}

double RandD(QTIsaac<ISAAC_SIZE, ISAAC_INT>& rand)
{
	return ((((rand.Rand()^(rand.Rand()<<15))&0xfffffff)*3.72529e-09)-0.5);
}

int _tmain(int argc, _TCHAR* argv[])
{
	//int i;
	Timing t(4);
	QTIsaac<ISAAC_SIZE, ISAAC_INT> rand;

	//cout << pow(-1, 5.1) << endl;

	/*for (i = 0; i < 2500000000; i++)
	{
		double d = fabs(RandD(rand));

		if (d >= 0.5)
			cout << d << endl;
	}

	return 0;*/
	//cout << "sizeof(Ember<float>): " << sizeof(Ember<float>) << endl;
	//cout << "sizeof(Ember<double>): " << sizeof(Ember<double>) << endl;
	//
	//cout << "sizeof(Renderer<float>): " << sizeof(Renderer<float, float>) << endl;
	//cout << "sizeof(Renderer<double>): " << sizeof(Renderer<double, double>) << endl;
	//
	//cout << "sizeof(RendererCL<float>): " << sizeof(RendererCL<float>) << endl;
	//cout << "sizeof(RendererCL<double>): " << sizeof(RendererCL<double>) << endl;

	/*unique_ptr<LinearVariation<float>> linV(new LinearVariation<float>());
	unique_ptr<PreLinearVariation<float>> preLinV(new PreLinearVariation<float>());
	unique_ptr<PostLinearVariation<float>> postLinV(new PostLinearVariation<float>());
	
	cout << linV->BaseName() << endl;
	cout << preLinV->BaseName() << endl;
	cout << postLinV->BaseName() << endl;*/

	//float num = 1;
	//float denom = 4294967296.0f;
	//float frac = num / denom;
	//
	//cout << "num, denom, frac = " << num << ", " << denom << ", " << frac << endl;

	//TestGpuVectorRead<double>();
	//TestGpuVectorRead<float>();
	//return 0;
	//unique_ptr<PreFarblurVariation<float>> preFarblurV(new PreFarblurVariation<float>());
	//size_t vsize = 1024 * 1024;
	//
	//t.Tic();
	//TestRandomAccess<float>(vsize, 10, true);
	//t.Toc("TestRandomAccess<float>(true)");
	//
	//t.Tic();
	//TestRandomAccess<float>(vsize, 10, false);
	//t.Toc("TestRandomAccess<float>(false)");
	//
	//t.Tic();
	//TestRandomAccess<double>(vsize, 10, true);
	//t.Toc("TestRandomAccess<double>(true)");
	//
	//t.Tic();
	//TestRandomAccess<double>(vsize, 10, false);
	//t.Toc("TestRandomAccess<double>(false)");
	//TestCross<double>(rand.Frand<double>(-5, 5), rand.Frand<double>(-5, 5), rand.Frand<double>(-5, 5));
	//TestCross<double>(rand.Frand<double>(-5, 5), rand.Frand<double>(-5, 5), rand.Frand<double>(-5, 5));
	//TestCross<double>(rand.Frand<double>(-5, 5), rand.Frand<double>(-5, 5), rand.Frand<double>(-5, 5));
	//TestCross<double>(rand.Frand<double>(-5, 5), rand.Frand<double>(-5, 5), rand.Frand<double>(-5, 5));
	//TestCross<double>(rand.Frand<double>(-5, 5), rand.Frand<double>(-5, 5), rand.Frand<double>(-5, 5));
	//MakeTestAllVarsRegPrePostComboFile("testallvarsout.flame");
	//return 0;

	//std::complex<double> cd, cd2;

	//cd2 = sin(cd);

	t.Tic();
	VariationList<float> vlf;
	t.Toc("Creating VariationList<float>");

	cout << "There are " << vlf.Size() << " variations present." << endl;

#ifdef DO_DOUBLE
	t.Tic();
	VariationList<double> vld;
	t.Toc("Creating VariationList<double>");
#endif

	t.Tic();
	TestVarCounts();
	t.Toc("TestVarCounts()");

	t.Tic();
	TestVarUnique<float>();
	t.Toc("TestVarUnique<float>()");

#ifdef DO_DOUBLE
	t.Tic();
	TestVarUnique<double>();
	t.Toc("TestVarUnique<double>()");
#endif

	t.Tic();
	TestVarCopy<float, float>();
	t.Toc("TestVarCopy<float, float>()");

#ifdef DO_DOUBLE
	t.Tic();
	TestVarCopy<double, double>();
	t.Toc("TestVarCopy<double, double>()");

	t.Tic();
	TestVarCopy<float, double>();
	t.Toc("TestVarCopy<float, double>()");

	t.Tic();
	TestVarCopy<double, float>();
	t.Toc("TestVarCopy<double, float>()");
#endif
	t.Tic();
	TestVarRegPrePost();
	t.Toc("TestVarRegPrePost()");
	
	t.Tic();
	TestParVars();
	t.Toc("TestParVars()");
	
	t.Tic();
	TestVarPrePostNames();
	t.Toc("TestVarPrePostNames()");
	
	t.Tic();
	TestVarPrecalcUsedCL();
	t.Toc("TestVarPrecalcUsedCL()");
	
	t.Tic();
	TestVarAssignTypes();
	t.Toc("TestVarAssignTypes()");
	
	t.Tic();
	TestVarAssignVals();
	t.Toc("TestVarAssignVals()");
	
	t.Tic();
	TestZepsFloor();
	t.Toc("TestZepsFloor()");
	
	t.Tic();
	TestConstants();
	t.Toc("TestConstants()");
	
	t.Tic();
	TestXformsInOutPoints();
	t.Toc("TestXformsInOutPoints()");
	
	t.Tic();
	TestVarTime<float>();
	t.Toc("TestVarTime()");
	
	t.Tic();
	TestOperations<float>();
	t.Toc("TestOperations()");

	//t.Tic();
	//TestVarsSimilar<float>();
	//t.Toc("TestVarsSimilar()");

#ifdef TEST_CL
	//t.Tic();
	//TestCpuGpuResults<float>();
	//t.Toc("TestCpuGpuResults<float>()");
	
#ifdef DO_DOUBLE
	//t.Tic();
	//TestCpuGpuResults<double>();
	//t.Toc("TestCpuGpuResults<double>()");
#endif
#endif

	//PrintAllVars();
	//_CrtDumpMemoryLeaks();
	return 0;
}