void pre(const eastl::vector<int>& observated,
const eastl::vector<int>& simulated) noexcept
{
assert(observated.size() == simulated.size() and
"weighted_kappa_calculator observated and simulated sizes "
"are different");
eastl::fill(observed.begin(), observed.end(), 0.0);
eastl::fill(distributions.begin(), distributions.end(), 0.0);
for (int i = 0; i != (int)simulated.size(); ++i) {
++observed(observated[i], simulated[i]);
++distributions(observated[i], 0);
++distributions(simulated[i], 1);
}
for (auto& elem : observed)
elem /= (double)simulated.size();
for (auto& elem : distributions)
elem /= (double)simulated.size();
for (int i = 0; i != (int)NC; ++i)
for (int j = 0; j != (int)NC; ++j)
expected(i, j) = distributions(i, 0) * distributions(j, 1);
}
void UProgramPermutor::GenerateProgramPermutationFile(const eastl::string& inOutputFilePath, const eastl::string& inProgramFileName, const eastl::vector<char>& inCompiledByteCode, const SShaderUsageDescription& inTargetUsage, ProgramId_t inTargetProgramID, const eastl::string& inTargetProgramStringDesc)
{
eastl::string outputFilePath = inOutputFilePath;
outputFilePath += '\\';
outputFilePath += inProgramFileName;
outputFilePath += '_';
outputFilePath += std::to_string(inTargetProgramID).c_str(); // Linker error if I try to use eastl::to_string (??) seems to not support using uint64_t
outputFilePath += '_';
outputFilePath += inTargetProgramStringDesc;
outputFilePath += '_';
outputFilePath += inTargetUsage.ShaderEntryName;
outputFilePath += '-';
outputFilePath += inTargetUsage.ShaderModelName;
outputFilePath += ".cso";
std::ofstream outputProgramFileStream(outputFilePath.c_str(), std::ios::out | std::ios::binary);
if (outputProgramFileStream.is_open())
{
outputProgramFileStream.write(inCompiledByteCode.data(), inCompiledByteCode.size());
outputProgramFileStream.flush();
}
}
void SetCVar(CCommand* pCommand, eastl::vector<tstring>& asTokens, const tstring& sCommand)
{
CVar* pCVar = dynamic_cast<CVar*>(pCommand);
TAssert(pCVar);
if (!pCVar)
return;
if (asTokens.size() > 1)
pCVar->SetValue(asTokens[1]);
TMsg(sprintf(tstring("%s = %s\n"), pCVar->GetName().c_str(), pCVar->GetValue().c_str()));
}
inline double
rmsep(const eastl::vector<int>& observated,
const eastl::vector<int>& simulated,
const size_t N,
const size_t NC)
{
matrix<int> mat(NC, NC, 0);
for (size_t i = 0, e = observated.size(); i != e; ++i)
mat(observated[i], simulated[i])++;
unsigned long sum = 0.0;
for (size_t i = 0; i != NC; ++i)
for (size_t j = 0; j != NC; ++j)
sum += mat(i, j) * ((i - j) * (i - j));
return sqrt((double)sum / (double)N);
}
///////////////////////////////////////////////////////////////////////
// Javascript Callstack Helper
///////////////////////////////////////////////////////////////////////
void JSCallstackCallback(const eastl::vector<eastl::string8> &names, const eastl::vector<eastl::string8> &args, const eastl::vector<int> &lines, const eastl::vector<eastl::string8> &urls)
{
if (EAWebKitClient *pClient = GetEAWebKitClient())
{
const char **nameArray = new const char*[names.size()];
const char **argArray = new const char*[args.size()];
int *lineArray = new int[lines.size()];
const char **urlArray = new const char*[urls.size()];
EAW_ASSERT(names.size() == args.size() && names.size() == lines.size() && names.size() == urls.size());
for (int i = 0; i < (int) names.size(); ++i)
{
nameArray[i] = names[i].c_str();
argArray[i] = args[i].c_str();
lineArray[i] = lines[i];
urlArray[i] = urls[i].c_str();
}
ReportJSCallstackInfo info;
info.mDepth = (int)names.size();
info.mNames = nameArray;
info.mArgs = argArray;
info.mLines = lineArray;
info.mUrls = urlArray;
pClient->ReportJSCallstack(info);
delete[] nameArray;
delete[] argArray;
delete[] lineArray;
delete[] urlArray;
}
}
// Parses the entire shader string buffer to match instances of the program meta flag
// Format of the shader usage flags: "!!>:(Flag Type, <Values, sep. by comma>)"
// Flag Type can be either Usage or Permute
void UProgramPermutor::ParseProgramMetaFlags(const eastl::string& inShaderBufferString, eastl::vector<SShaderMetaFlagInstance>& outMetaFlagInstances)
{
// Find all occurrences of shader meta flag string
size_t currentFindIndex = inShaderBufferString.find(s_shaderMetaFlagString, 0);
outMetaFlagInstances.clear();
while (currentFindIndex != eastl::string::npos)
{
eastl::string metaFlagInstanceString;
currentFindIndex += UProgramPermutor::s_shaderMetaFlagString.length();
while (inShaderBufferString[currentFindIndex] != ')')
{
metaFlagInstanceString += inShaderBufferString[currentFindIndex];
++currentFindIndex;
}
++currentFindIndex; // Skip past the ending parentheses
if (metaFlagInstanceString.empty())
{
LOG(LogProgramPermutor, Warning, "Warning: Shader usage instance #%d has an empty description pair!", outMetaFlagInstances.size());
return;
}
eastl::vector<eastl::string> metaFlagSubstrings;
SShaderMetaFlagInstance currentMetaFlagInstance;
// Split the meta flag string by coma
size_t currentCommaIndex = 0;
size_t nextCommaIndex = metaFlagInstanceString.find(',', currentCommaIndex);
while (nextCommaIndex != eastl::string::npos)
{
eastl::string flagValueString = metaFlagInstanceString.substr(currentCommaIndex, (nextCommaIndex - currentCommaIndex));
metaFlagSubstrings.emplace_back(flagValueString);
currentCommaIndex = nextCommaIndex + 1;
nextCommaIndex = metaFlagInstanceString.find(',', currentCommaIndex);
if (nextCommaIndex == eastl::string::npos)
{
eastl::string lastFlagValueString = metaFlagInstanceString.substr(currentCommaIndex, (nextCommaIndex - currentCommaIndex));
// On the last iteration, we need to add the last string
metaFlagSubstrings.emplace_back(lastFlagValueString);
}
}
// Flag string count sanity check
if (metaFlagSubstrings.size() == 0)
{
LOG(LogProgramPermutor, Warning, "Warning: Shader usage instance #%d has more than one separation commas!", outMetaFlagInstances.size());
return;
}
// First substring is the flag type
currentMetaFlagInstance.MetaFlagType = ConvertStringToFlagType(metaFlagSubstrings.front());
if (currentMetaFlagInstance.MetaFlagType == EMetaFlagType::EMetaFlagType_Invalid)
{
LOG(LogProgramPermutor, Warning, "Warning: Shader usage instance #%d has an invalid meta flag type!", outMetaFlagInstances.size());
return;
}
// Rest of the substrings are the parameter values (if applicable)
for (size_t i = 1; i < metaFlagSubstrings.size(); ++i)
{
currentMetaFlagInstance.MetaFlagValues.emplace_back(metaFlagSubstrings[i]);
}
outMetaFlagInstances.emplace_back(currentMetaFlagInstance);
currentFindIndex = inShaderBufferString.find(UProgramPermutor::s_shaderMetaFlagString, currentFindIndex);
}
}
void UProgramPermutor::GeneratePermutations(const eastl::string& inShaderFilePath, const eastl::vector<SShaderUsageDescription>& inUsageDescriptions, const eastl::vector<SShaderPermuteDescription>& inPermuteOptions, ProgramPermutations_t& outPermutations, bool inShouldGenPermutationFiles)
{
UGraphicsDriver& graphicsDriver = gEngine->GetRenderer().GetGraphicsDriver();
const size_t numPermuteOptions = inPermuteOptions.size();
if (numPermuteOptions >= 0)
{
const size_t totalNumPermutations = 0x1ULL << numPermuteOptions;
for (size_t i = 0; i < totalNumPermutations; ++i)
{
ProgramId_t currentProgramId = 0;
eastl::vector<D3D_SHADER_MACRO> programMacroDefines;
eastl::vector<char> compiledProgramByteCode;
eastl::string currentProgramIdString;
programMacroDefines.reserve(inPermuteOptions.size());
// Find the bits that are set and mask the associated bit mask with the program ID
if (numPermuteOptions > 0)
{
for (size_t j = 0; j < numPermuteOptions; ++j)
{
const eastl::string& permuteIdString = UProgramPermutor::ConvertPIDMaskToString(inPermuteOptions[j].PermuteIdMask);
currentProgramIdString += '[';
if ((i & (0x1ULL << j)) != 0)
{
currentProgramId |= static_cast<ProgramId_t>(inPermuteOptions[j].PermuteIdMask);
currentProgramIdString += '+';
programMacroDefines.push_back({ permuteIdString.c_str(), "1" });
}
else
{
currentProgramIdString += "-";
}
currentProgramIdString += permuteIdString;
currentProgramIdString += ']';
}
}
else
{
currentProgramIdString += "[NO PERMUTE OPTIONS]";
}
programMacroDefines.push_back({ nullptr, nullptr }); // Sentinel value necessary to determine when we are at end of macro define list
// For each set of usage descriptions, we need to create a new entry within the output shader permutations
outPermutations[currentProgramId] = eastl::make_shared<UPassProgram>();
for (const auto& currentUsageDescription : inUsageDescriptions)
{
compiledProgramByteCode.clear();
// To limit EProgramShaderType to string conversions, we convert at the very last moment
// Draw back, we potentially do more than we should to find out its invalid at the end, but that's okay since this will be a pre-build step eventually
//auto shaderTypeFindIter = URenderPassProgram::s_entryPointToShaderTypeMap.find(currentUsageDescription.ShaderEntryName);
EProgramShaderType usageShaderType = URenderPassProgram::ConvertStringToShaderType(currentUsageDescription.ShaderEntryName);
if (usageShaderType != EProgramShaderType::EProgramShaderType_Invalid)
{
if (graphicsDriver.CompileShaderFromFile(inShaderFilePath, currentUsageDescription.ShaderEntryName, currentUsageDescription.ShaderModelName, compiledProgramByteCode, (programMacroDefines.size() > 1) ? programMacroDefines.data() : nullptr))
{
eastl::shared_ptr<UPassProgram> currentPassProgram = outPermutations[currentProgramId];
// Compilation successful (check what type of shader it is so we can set it properly in the program ID entry)
switch (usageShaderType)
{
case EProgramShaderType::EProgramShaderType_VS:
currentPassProgram->SetVS(graphicsDriver.CreateVertexShader(compiledProgramByteCode));
break;
case EProgramShaderType::EProgramShaderType_GS:
currentPassProgram->SetGS(graphicsDriver.CreateGeometryShader(compiledProgramByteCode));
break;
case EProgramShaderType::EProgramShaderType_PS:
currentPassProgram->SetPS(graphicsDriver.CreatePixelShader(compiledProgramByteCode));
break;
}
//LOG(LogProgramPermutor, Log, "Log: Size of compiled byte code: %d\n", compiledProgramByteCode.size());
if (inShouldGenPermutationFiles)
{
// Stores the generated shader permutation file in the same directory as the shader file that it is permuting
eastl::string shaderFilePath = inShaderFilePath;
size_t shaderFileNameBeginIndex = shaderFilePath.find_last_of('\\') + 1;
size_t shaderFileNameEndIndex = shaderFilePath.find_last_of('.');
eastl::string shaderFileName(shaderFilePath.substr(shaderFileNameBeginIndex, shaderFileNameEndIndex - shaderFileNameBeginIndex));
shaderFilePath.erase(shaderFilePath.find_last_of('\\'), eastl::string::npos);
GenerateProgramPermutationFile(shaderFilePath, shaderFileName, compiledProgramByteCode, currentUsageDescription, currentProgramId, currentProgramIdString);
}
}
else
{
LOG(LogProgramPermutor, Error, "Error: Couldn't compile shader for usage of (%s-%s) and program ID of %d\n", currentUsageDescription.ShaderEntryName.c_str(), currentUsageDescription.ShaderModelName.c_str(), currentProgramId);
}
}
else
{
LOG(LogProgramPermutor, Error, "Error: Invalid or unsupported shader usage meta flag (%s, %s)\n", currentUsageDescription.ShaderEntryName.c_str(), currentUsageDescription.ShaderModelName.c_str());
}
}
}
}
}