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setup.cpp
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#include "../program/setup.h"
#include "../core/datetime.h"
#include "../core/makedir.h"
#include "../core/fileutils.h"
#include "../neuralnet/nninterface.h"
#include "../search/patternbonustable.h"
using namespace std;
void Setup::initializeSession(ConfigParser& cfg) {
(void)cfg;
NeuralNet::globalInitialize();
}
std::vector<std::string> Setup::getBackendPrefixes() {
std::vector<std::string> prefixes;
prefixes.push_back("cuda");
prefixes.push_back("trt");
prefixes.push_back("opencl");
prefixes.push_back("eigen");
prefixes.push_back("dummybackend");
return prefixes;
}
NNEvaluator* Setup::initializeNNEvaluator(
const string& nnModelName,
const string& nnModelFile,
const string& expectedSha256,
ConfigParser& cfg,
Logger& logger,
Rand& seedRand,
int expectedConcurrentEvals,
int defaultNNXLen,
int defaultNNYLen,
int defaultMaxBatchSize,
bool defaultRequireExactNNLen,
bool disableFP16,
setup_for_t setupFor
) {
vector<NNEvaluator*> nnEvals =
initializeNNEvaluators(
{nnModelName},
{nnModelFile},
{expectedSha256},
cfg,
logger,
seedRand,
expectedConcurrentEvals,
defaultNNXLen,
defaultNNYLen,
defaultMaxBatchSize,
defaultRequireExactNNLen,
disableFP16,
setupFor
);
assert(nnEvals.size() == 1);
return nnEvals[0];
}
vector<NNEvaluator*> Setup::initializeNNEvaluators(
const vector<string>& nnModelNames,
const vector<string>& nnModelFiles,
const vector<string>& expectedSha256s,
ConfigParser& cfg,
Logger& logger,
Rand& seedRand,
int expectedConcurrentEvals,
int defaultNNXLen,
int defaultNNYLen,
int defaultMaxBatchSize,
bool defaultRequireExactNNLen,
bool disableFP16,
setup_for_t setupFor
) {
vector<NNEvaluator*> nnEvals;
assert(nnModelNames.size() == nnModelFiles.size());
assert(expectedSha256s.size() == 0 || expectedSha256s.size() == nnModelFiles.size());
#if defined(USE_CUDA_BACKEND)
string backendPrefix = "cuda";
#elif defined(USE_TENSORRT_BACKEND)
string backendPrefix = "trt";
#elif defined(USE_OPENCL_BACKEND)
string backendPrefix = "opencl";
#elif defined(USE_EIGEN_BACKEND)
string backendPrefix = "eigen";
#else
string backendPrefix = "dummybackend";
#endif
//Automatically flag keys that are for other backends as used so that we don't warn about unused keys
//for those options
for(const string& prefix: getBackendPrefixes()) {
if(prefix != backendPrefix)
cfg.markAllKeysUsedWithPrefix(prefix);
}
for(size_t i = 0; i<nnModelFiles.size(); i++) {
string idxStr = Global::uint64ToString(i);
const string& nnModelName = nnModelNames[i];
const string& nnModelFile = nnModelFiles[i];
const string& expectedSha256 = expectedSha256s.size() > 0 ? expectedSha256s[i]: "";
bool debugSkipNeuralNetDefault = (nnModelFile == "/dev/null");
bool debugSkipNeuralNet =
setupFor == SETUP_FOR_DISTRIBUTED ? debugSkipNeuralNetDefault :
cfg.contains("debugSkipNeuralNet") ? cfg.getBool("debugSkipNeuralNet") :
debugSkipNeuralNetDefault;
int nnXLen = std::max(defaultNNXLen,2);
int nnYLen = std::max(defaultNNYLen,2);
if(setupFor != SETUP_FOR_DISTRIBUTED) {
if(cfg.contains("maxBoardXSizeForNNBuffer" + idxStr))
nnXLen = cfg.getInt("maxBoardXSizeForNNBuffer" + idxStr, 2, NNPos::MAX_BOARD_LEN);
else if(cfg.contains("maxBoardXSizeForNNBuffer"))
nnXLen = cfg.getInt("maxBoardXSizeForNNBuffer", 2, NNPos::MAX_BOARD_LEN);
else if(cfg.contains("maxBoardSizeForNNBuffer" + idxStr))
nnXLen = cfg.getInt("maxBoardSizeForNNBuffer" + idxStr, 2, NNPos::MAX_BOARD_LEN);
else if(cfg.contains("maxBoardSizeForNNBuffer"))
nnXLen = cfg.getInt("maxBoardSizeForNNBuffer", 2, NNPos::MAX_BOARD_LEN);
if(cfg.contains("maxBoardYSizeForNNBuffer" + idxStr))
nnYLen = cfg.getInt("maxBoardYSizeForNNBuffer" + idxStr, 2, NNPos::MAX_BOARD_LEN);
else if(cfg.contains("maxBoardYSizeForNNBuffer"))
nnYLen = cfg.getInt("maxBoardYSizeForNNBuffer", 2, NNPos::MAX_BOARD_LEN);
else if(cfg.contains("maxBoardSizeForNNBuffer" + idxStr))
nnYLen = cfg.getInt("maxBoardSizeForNNBuffer" + idxStr, 2, NNPos::MAX_BOARD_LEN);
else if(cfg.contains("maxBoardSizeForNNBuffer"))
nnYLen = cfg.getInt("maxBoardSizeForNNBuffer", 2, NNPos::MAX_BOARD_LEN);
}
bool requireExactNNLen = defaultRequireExactNNLen;
if(setupFor != SETUP_FOR_DISTRIBUTED) {
if(cfg.contains("requireMaxBoardSize" + idxStr))
requireExactNNLen = cfg.getBool("requireMaxBoardSize" + idxStr);
else if(cfg.contains("requireMaxBoardSize"))
requireExactNNLen = cfg.getBool("requireMaxBoardSize");
}
bool inputsUseNHWC = backendPrefix == "opencl" || backendPrefix == "trt" ? false : true;
if(cfg.contains(backendPrefix+"InputsUseNHWC"+idxStr))
inputsUseNHWC = cfg.getBool(backendPrefix+"InputsUseNHWC"+idxStr);
else if(cfg.contains("inputsUseNHWC"+idxStr))
inputsUseNHWC = cfg.getBool("inputsUseNHWC"+idxStr);
else if(cfg.contains(backendPrefix+"InputsUseNHWC"))
inputsUseNHWC = cfg.getBool(backendPrefix+"InputsUseNHWC");
else if(cfg.contains("inputsUseNHWC"))
inputsUseNHWC = cfg.getBool("inputsUseNHWC");
bool nnRandomize =
setupFor == SETUP_FOR_DISTRIBUTED ? true :
cfg.contains("nnRandomize") ? cfg.getBool("nnRandomize") :
true;
string nnRandSeed;
if(setupFor == SETUP_FOR_DISTRIBUTED)
nnRandSeed = Global::uint64ToString(seedRand.nextUInt64());
else if(cfg.contains("nnRandSeed" + idxStr))
nnRandSeed = cfg.getString("nnRandSeed" + idxStr);
else if(cfg.contains("nnRandSeed"))
nnRandSeed = cfg.getString("nnRandSeed");
else
nnRandSeed = Global::uint64ToString(seedRand.nextUInt64());
logger.write("nnRandSeed" + idxStr + " = " + nnRandSeed);
#ifndef USE_EIGEN_BACKEND
(void)expectedConcurrentEvals;
cfg.markAllKeysUsedWithPrefix("numEigenThreadsPerModel");
int numNNServerThreadsPerModel =
cfg.contains("numNNServerThreadsPerModel") ? cfg.getInt("numNNServerThreadsPerModel",1,1024) : 1;
#else
cfg.markAllKeysUsedWithPrefix("numNNServerThreadsPerModel");
int numNNServerThreadsPerModel =
cfg.contains("numEigenThreadsPerModel") ? cfg.getInt("numEigenThreadsPerModel",1,1024) :
computeDefaultEigenBackendThreads(expectedConcurrentEvals,logger);
#endif
vector<int> gpuIdxByServerThread;
for(int j = 0; j<numNNServerThreadsPerModel; j++) {
string threadIdxStr = Global::intToString(j);
if(cfg.contains(backendPrefix+"DeviceToUseModel"+idxStr+"Thread"+threadIdxStr))
gpuIdxByServerThread.push_back(cfg.getInt(backendPrefix+"DeviceToUseModel"+idxStr+"Thread"+threadIdxStr,0,1023));
else if(cfg.contains(backendPrefix+"GpuToUseModel"+idxStr+"Thread"+threadIdxStr))
gpuIdxByServerThread.push_back(cfg.getInt(backendPrefix+"GpuToUseModel"+idxStr+"Thread"+threadIdxStr,0,1023));
else if(cfg.contains("deviceToUseModel"+idxStr+"Thread"+threadIdxStr))
gpuIdxByServerThread.push_back(cfg.getInt("deviceToUseModel"+idxStr+"Thread"+threadIdxStr,0,1023));
else if(cfg.contains("gpuToUseModel"+idxStr+"Thread"+threadIdxStr))
gpuIdxByServerThread.push_back(cfg.getInt("gpuToUseModel"+idxStr+"Thread"+threadIdxStr,0,1023));
else if(cfg.contains(backendPrefix+"DeviceToUseModel"+idxStr))
gpuIdxByServerThread.push_back(cfg.getInt(backendPrefix+"DeviceToUseModel"+idxStr,0,1023));
else if(cfg.contains(backendPrefix+"GpuToUseModel"+idxStr))
gpuIdxByServerThread.push_back(cfg.getInt(backendPrefix+"GpuToUseModel"+idxStr,0,1023));
else if(cfg.contains("deviceToUseModel"+idxStr))
gpuIdxByServerThread.push_back(cfg.getInt("deviceToUseModel"+idxStr,0,1023));
else if(cfg.contains("gpuToUseModel"+idxStr))
gpuIdxByServerThread.push_back(cfg.getInt("gpuToUseModel"+idxStr,0,1023));
else if(cfg.contains(backendPrefix+"DeviceToUseThread"+threadIdxStr))
gpuIdxByServerThread.push_back(cfg.getInt(backendPrefix+"DeviceToUseThread"+threadIdxStr,0,1023));
else if(cfg.contains(backendPrefix+"GpuToUseThread"+threadIdxStr))
gpuIdxByServerThread.push_back(cfg.getInt(backendPrefix+"GpuToUseThread"+threadIdxStr,0,1023));
else if(cfg.contains("deviceToUseThread"+threadIdxStr))
gpuIdxByServerThread.push_back(cfg.getInt("deviceToUseThread"+threadIdxStr,0,1023));
else if(cfg.contains("gpuToUseThread"+threadIdxStr))
gpuIdxByServerThread.push_back(cfg.getInt("gpuToUseThread"+threadIdxStr,0,1023));
else if(cfg.contains(backendPrefix+"DeviceToUse"))
gpuIdxByServerThread.push_back(cfg.getInt(backendPrefix+"DeviceToUse",0,1023));
else if(cfg.contains(backendPrefix+"GpuToUse"))
gpuIdxByServerThread.push_back(cfg.getInt(backendPrefix+"GpuToUse",0,1023));
else if(cfg.contains("deviceToUse"))
gpuIdxByServerThread.push_back(cfg.getInt("deviceToUse",0,1023));
else if(cfg.contains("gpuToUse"))
gpuIdxByServerThread.push_back(cfg.getInt("gpuToUse",0,1023));
else
gpuIdxByServerThread.push_back(-1);
}
string homeDataDirOverride = loadHomeDataDirOverride(cfg);
string openCLTunerFile;
if(cfg.contains("openclTunerFile"))
openCLTunerFile = cfg.getString("openclTunerFile");
bool openCLReTunePerBoardSize = false;
if(cfg.contains("openclReTunePerBoardSize"))
openCLReTunePerBoardSize = cfg.getBool("openclReTunePerBoardSize");
enabled_t useFP16Mode = enabled_t::Auto;
if(cfg.contains(backendPrefix+"UseFP16-"+idxStr))
useFP16Mode = cfg.getEnabled(backendPrefix+"UseFP16-"+idxStr);
else if(cfg.contains("useFP16-"+idxStr))
useFP16Mode = cfg.getEnabled("useFP16-"+idxStr);
else if(cfg.contains(backendPrefix+"UseFP16"))
useFP16Mode = cfg.getEnabled(backendPrefix+"UseFP16");
else if(cfg.contains("useFP16"))
useFP16Mode = cfg.getEnabled("useFP16");
enabled_t useNHWCMode = enabled_t::Auto;
if(cfg.contains(backendPrefix+"UseNHWC"+idxStr))
useNHWCMode = cfg.getEnabled(backendPrefix+"UseNHWC"+idxStr);
else if(cfg.contains("useNHWC"+idxStr))
useNHWCMode = cfg.getEnabled("useNHWC"+idxStr);
else if(cfg.contains(backendPrefix+"UseNHWC"))
useNHWCMode = cfg.getEnabled(backendPrefix+"UseNHWC");
else if(cfg.contains("useNHWC"))
useNHWCMode = cfg.getEnabled("useNHWC");
int forcedSymmetry = -1;
if(setupFor != SETUP_FOR_DISTRIBUTED && cfg.contains("nnForcedSymmetry"))
forcedSymmetry = cfg.getInt("nnForcedSymmetry",0,SymmetryHelpers::NUM_SYMMETRIES-1);
logger.write(
"After dedups: nnModelFile" + idxStr + " = " + nnModelFile
+ " useFP16 " + useFP16Mode.toString()
+ " useNHWC " + useNHWCMode.toString()
);
int nnCacheSizePowerOfTwo =
cfg.contains("nnCacheSizePowerOfTwo") ? cfg.getInt("nnCacheSizePowerOfTwo", -1, 48) :
setupFor == SETUP_FOR_GTP ? 20 :
setupFor == SETUP_FOR_BENCHMARK ? 20 :
setupFor == SETUP_FOR_DISTRIBUTED ? 19 :
setupFor == SETUP_FOR_MATCH ? 21 :
setupFor == SETUP_FOR_ANALYSIS ? 23 :
cfg.getInt("nnCacheSizePowerOfTwo", -1, 48);
int nnMutexPoolSizePowerOfTwo =
cfg.contains("nnMutexPoolSizePowerOfTwo") ? cfg.getInt("nnMutexPoolSizePowerOfTwo", -1, 24) :
setupFor == SETUP_FOR_GTP ? 16 :
setupFor == SETUP_FOR_BENCHMARK ? 16 :
setupFor == SETUP_FOR_DISTRIBUTED ? 16 :
setupFor == SETUP_FOR_MATCH ? 17 :
setupFor == SETUP_FOR_ANALYSIS ? 17 :
cfg.getInt("nnMutexPoolSizePowerOfTwo", -1, 24);
#ifndef USE_EIGEN_BACKEND
int nnMaxBatchSize;
if(setupFor == SETUP_FOR_BENCHMARK || setupFor == SETUP_FOR_DISTRIBUTED) {
nnMaxBatchSize = defaultMaxBatchSize;
}
else if(defaultMaxBatchSize > 0) {
nnMaxBatchSize =
cfg.contains("nnMaxBatchSize") ? cfg.getInt("nnMaxBatchSize", 1, 65536) :
defaultMaxBatchSize;
}
else {
nnMaxBatchSize = cfg.getInt("nnMaxBatchSize", 1, 65536);
}
#else
//Large batches don't really help CPUs the way they do GPUs because a single CPU on its own is single-threaded
//and doesn't greatly benefit from having a bigger chunk of parallelizable work to do on the large scale.
//So we just fix a size here that isn't crazy and saves memory, completely ignore what the user would have
//specified for GPUs.
int nnMaxBatchSize = 2;
cfg.markAllKeysUsedWithPrefix("nnMaxBatchSize");
(void)defaultMaxBatchSize;
#endif
int defaultSymmetry = forcedSymmetry >= 0 ? forcedSymmetry : 0;
if(disableFP16)
useFP16Mode = enabled_t::False;
NNEvaluator* nnEval = new NNEvaluator(
nnModelName,
nnModelFile,
expectedSha256,
&logger,
nnMaxBatchSize,
nnXLen,
nnYLen,
requireExactNNLen,
inputsUseNHWC,
nnCacheSizePowerOfTwo,
nnMutexPoolSizePowerOfTwo,
debugSkipNeuralNet,
openCLTunerFile,
homeDataDirOverride,
openCLReTunePerBoardSize,
useFP16Mode,
useNHWCMode,
numNNServerThreadsPerModel,
gpuIdxByServerThread,
nnRandSeed,
(forcedSymmetry >= 0 ? false : nnRandomize),
defaultSymmetry
);
nnEval->spawnServerThreads();
nnEvals.push_back(nnEval);
}
return nnEvals;
}
int Setup::computeDefaultEigenBackendThreads(int expectedConcurrentEvals, Logger& logger) {
auto getNumCores = [&logger]() {
int numCores = (int)std::thread::hardware_concurrency();
if(numCores <= 0) {
logger.write("Could not determine number of cores on this machine, choosing eigen backend threads as if it were 8");
numCores = 8;
}
return numCores;
};
return std::min(expectedConcurrentEvals,getNumCores());
}
string Setup::loadHomeDataDirOverride(
ConfigParser& cfg
){
string homeDataDirOverride;
if(cfg.contains("homeDataDir"))
homeDataDirOverride = cfg.getString("homeDataDir");
return homeDataDirOverride;
}
SearchParams Setup::loadSingleParams(
ConfigParser& cfg,
setup_for_t setupFor
) {
const bool hasHumanModel = false;
return loadSingleParams(cfg,setupFor,hasHumanModel);
}
SearchParams Setup::loadSingleParams(
ConfigParser& cfg,
setup_for_t setupFor,
bool hasHumanModel
) {
const bool loadSingleConfigOnly = true;
vector<SearchParams> paramss = loadParams(cfg, setupFor, hasHumanModel, loadSingleConfigOnly);
if(paramss.size() != 1)
throw StringError("Config contains parameters for multiple bot configurations, but this KataGo command only supports a single configuration");
return paramss[0];
}
static Player parsePlayer(const char* field, const string& s) {
Player pla = C_EMPTY;
bool suc = PlayerIO::tryParsePlayer(s,pla);
if(!suc)
throw StringError("Could not parse player in field " + string(field) + ", should be BLACK or WHITE");
return pla;
}
vector<SearchParams> Setup::loadParams(
ConfigParser& cfg,
setup_for_t setupFor
) {
const bool hasHumanModel = false;
const bool loadSingleConfigOnly = false;
return loadParams(cfg,setupFor,hasHumanModel,loadSingleConfigOnly);
}
vector<SearchParams> Setup::loadParams(
ConfigParser& cfg,
setup_for_t setupFor,
bool hasHumanModel
) {
const bool loadSingleConfigOnly = false;
return loadParams(cfg,setupFor,hasHumanModel,loadSingleConfigOnly);
}
vector<SearchParams> Setup::loadParams(
ConfigParser& cfg,
setup_for_t setupFor,
bool hasHumanModel,
bool loadSingleConfigOnly
) {
vector<SearchParams> paramss;
int numBots = 1;
if(cfg.contains("numBots"))
numBots = cfg.getInt("numBots",1,MAX_BOT_PARAMS_FROM_CFG);
if(loadSingleConfigOnly) {
if(numBots != 1)
throw ConfigParsingError("The config for this command cannot have numBots > 0");
}
for(int i = 0; i<numBots; i++) {
SearchParams params;
string idxStr = loadSingleConfigOnly ? "" : Global::intToString(i);
if(cfg.contains("maxPlayouts"+idxStr)) params.maxPlayouts = cfg.getInt64("maxPlayouts"+idxStr, (int64_t)1, (int64_t)1 << 50);
else if(cfg.contains("maxPlayouts")) params.maxPlayouts = cfg.getInt64("maxPlayouts", (int64_t)1, (int64_t)1 << 50);
if(cfg.contains("maxVisits"+idxStr)) params.maxVisits = cfg.getInt64("maxVisits"+idxStr, (int64_t)1, (int64_t)1 << 50);
else if(cfg.contains("maxVisits")) params.maxVisits = cfg.getInt64("maxVisits", (int64_t)1, (int64_t)1 << 50);
if(cfg.contains("maxTime"+idxStr)) params.maxTime = cfg.getDouble("maxTime"+idxStr, 0.0, 1.0e20);
else if(cfg.contains("maxTime")) params.maxTime = cfg.getDouble("maxTime", 0.0, 1.0e20);
if(cfg.contains("maxPlayoutsPondering"+idxStr)) params.maxPlayoutsPondering = cfg.getInt64("maxPlayoutsPondering"+idxStr, (int64_t)1, (int64_t)1 << 50);
else if(cfg.contains("maxPlayoutsPondering")) params.maxPlayoutsPondering = cfg.getInt64("maxPlayoutsPondering", (int64_t)1, (int64_t)1 << 50);
else params.maxPlayoutsPondering = (int64_t)1 << 50;
if(cfg.contains("maxVisitsPondering"+idxStr)) params.maxVisitsPondering = cfg.getInt64("maxVisitsPondering"+idxStr, (int64_t)1, (int64_t)1 << 50);
else if(cfg.contains("maxVisitsPondering")) params.maxVisitsPondering = cfg.getInt64("maxVisitsPondering", (int64_t)1, (int64_t)1 << 50);
else params.maxVisitsPondering = (int64_t)1 << 50;
if(cfg.contains("maxTimePondering"+idxStr)) params.maxTimePondering = cfg.getDouble("maxTimePondering"+idxStr, 0.0, 1.0e20);
else if(cfg.contains("maxTimePondering")) params.maxTimePondering = cfg.getDouble("maxTimePondering", 0.0, 1.0e20);
else params.maxTimePondering = 1.0e20;
if(cfg.contains("lagBuffer"+idxStr)) params.lagBuffer = cfg.getDouble("lagBuffer"+idxStr, 0.0, 3600.0);
else if(cfg.contains("lagBuffer")) params.lagBuffer = cfg.getDouble("lagBuffer", 0.0, 3600.0);
else params.lagBuffer = 0.0;
if(cfg.contains("searchFactorAfterOnePass"+idxStr)) params.searchFactorAfterOnePass = cfg.getDouble("searchFactorAfterOnePass"+idxStr, 0.0, 1.0);
else if(cfg.contains("searchFactorAfterOnePass")) params.searchFactorAfterOnePass = cfg.getDouble("searchFactorAfterOnePass", 0.0, 1.0);
if(cfg.contains("searchFactorAfterTwoPass"+idxStr)) params.searchFactorAfterTwoPass = cfg.getDouble("searchFactorAfterTwoPass"+idxStr, 0.0, 1.0);
else if(cfg.contains("searchFactorAfterTwoPass")) params.searchFactorAfterTwoPass = cfg.getDouble("searchFactorAfterTwoPass", 0.0, 1.0);
if(cfg.contains("numSearchThreads"+idxStr)) params.numThreads = cfg.getInt("numSearchThreads"+idxStr, 1, 4096);
else params.numThreads = cfg.getInt("numSearchThreads", 1, 4096);
if(cfg.contains("minPlayoutsPerThread"+idxStr)) params.minPlayoutsPerThread = cfg.getDouble("minPlayoutsPerThread"+idxStr, 0.0, 1.0e20);
else if(cfg.contains("minPlayoutsPerThread")) params.minPlayoutsPerThread = cfg.getDouble("minPlayoutsPerThread", 0.0, 1.0e20);
else params.minPlayoutsPerThread = (setupFor == SETUP_FOR_ANALYSIS || setupFor == SETUP_FOR_GTP) ? 8.0 : 0.0;
if(cfg.contains("winLossUtilityFactor"+idxStr)) params.winLossUtilityFactor = cfg.getDouble("winLossUtilityFactor"+idxStr, 0.0, 1.0);
else if(cfg.contains("winLossUtilityFactor")) params.winLossUtilityFactor = cfg.getDouble("winLossUtilityFactor", 0.0, 1.0);
else params.winLossUtilityFactor = 1.0;
if(cfg.contains("staticScoreUtilityFactor"+idxStr)) params.staticScoreUtilityFactor = cfg.getDouble("staticScoreUtilityFactor"+idxStr, 0.0, 1.0);
else if(cfg.contains("staticScoreUtilityFactor")) params.staticScoreUtilityFactor = cfg.getDouble("staticScoreUtilityFactor", 0.0, 1.0);
else params.staticScoreUtilityFactor = 0.1;
if(cfg.contains("dynamicScoreUtilityFactor"+idxStr)) params.dynamicScoreUtilityFactor = cfg.getDouble("dynamicScoreUtilityFactor"+idxStr, 0.0, 1.0);
else if(cfg.contains("dynamicScoreUtilityFactor")) params.dynamicScoreUtilityFactor = cfg.getDouble("dynamicScoreUtilityFactor", 0.0, 1.0);
else params.dynamicScoreUtilityFactor = 0.3;
if(cfg.contains("noResultUtilityForWhite"+idxStr)) params.noResultUtilityForWhite = cfg.getDouble("noResultUtilityForWhite"+idxStr, -1.0, 1.0);
else if(cfg.contains("noResultUtilityForWhite")) params.noResultUtilityForWhite = cfg.getDouble("noResultUtilityForWhite", -1.0, 1.0);
else params.noResultUtilityForWhite = 0.0;
if(cfg.contains("drawEquivalentWinsForWhite"+idxStr)) params.drawEquivalentWinsForWhite = cfg.getDouble("drawEquivalentWinsForWhite"+idxStr, 0.0, 1.0);
else if(cfg.contains("drawEquivalentWinsForWhite")) params.drawEquivalentWinsForWhite = cfg.getDouble("drawEquivalentWinsForWhite", 0.0, 1.0);
else params.drawEquivalentWinsForWhite = 0.5;
if(cfg.contains("dynamicScoreCenterZeroWeight"+idxStr)) params.dynamicScoreCenterZeroWeight = cfg.getDouble("dynamicScoreCenterZeroWeight"+idxStr, 0.0, 1.0);
else if(cfg.contains("dynamicScoreCenterZeroWeight")) params.dynamicScoreCenterZeroWeight = cfg.getDouble("dynamicScoreCenterZeroWeight", 0.0, 1.0);
else params.dynamicScoreCenterZeroWeight = 0.20;
if(cfg.contains("dynamicScoreCenterScale"+idxStr)) params.dynamicScoreCenterScale = cfg.getDouble("dynamicScoreCenterScale"+idxStr, 0.2, 5.0);
else if(cfg.contains("dynamicScoreCenterScale")) params.dynamicScoreCenterScale = cfg.getDouble("dynamicScoreCenterScale", 0.2, 5.0);
else params.dynamicScoreCenterScale = 0.75;
if(cfg.contains("cpuctExploration"+idxStr)) params.cpuctExploration = cfg.getDouble("cpuctExploration"+idxStr, 0.0, 10.0);
else if(cfg.contains("cpuctExploration")) params.cpuctExploration = cfg.getDouble("cpuctExploration", 0.0, 10.0);
else params.cpuctExploration = 1.0;
if(cfg.contains("cpuctExplorationLog"+idxStr)) params.cpuctExplorationLog = cfg.getDouble("cpuctExplorationLog"+idxStr, 0.0, 10.0);
else if(cfg.contains("cpuctExplorationLog")) params.cpuctExplorationLog = cfg.getDouble("cpuctExplorationLog", 0.0, 10.0);
else params.cpuctExplorationLog = 0.45;
if(cfg.contains("cpuctExplorationBase"+idxStr)) params.cpuctExplorationBase = cfg.getDouble("cpuctExplorationBase"+idxStr, 10.0, 100000.0);
else if(cfg.contains("cpuctExplorationBase")) params.cpuctExplorationBase = cfg.getDouble("cpuctExplorationBase", 10.0, 100000.0);
else params.cpuctExplorationBase = 500.0;
if(cfg.contains("cpuctUtilityStdevPrior"+idxStr)) params.cpuctUtilityStdevPrior = cfg.getDouble("cpuctUtilityStdevPrior"+idxStr, 0.0, 10.0);
else if(cfg.contains("cpuctUtilityStdevPrior")) params.cpuctUtilityStdevPrior = cfg.getDouble("cpuctUtilityStdevPrior", 0.0, 10.0);
else params.cpuctUtilityStdevPrior = 0.40;
if(cfg.contains("cpuctUtilityStdevPriorWeight"+idxStr)) params.cpuctUtilityStdevPriorWeight = cfg.getDouble("cpuctUtilityStdevPriorWeight"+idxStr, 0.0, 100.0);
else if(cfg.contains("cpuctUtilityStdevPriorWeight")) params.cpuctUtilityStdevPriorWeight = cfg.getDouble("cpuctUtilityStdevPriorWeight", 0.0, 100.0);
else params.cpuctUtilityStdevPriorWeight = 2.0;
if(cfg.contains("cpuctUtilityStdevScale"+idxStr)) params.cpuctUtilityStdevScale = cfg.getDouble("cpuctUtilityStdevScale"+idxStr, 0.0, 1.0);
else if(cfg.contains("cpuctUtilityStdevScale")) params.cpuctUtilityStdevScale = cfg.getDouble("cpuctUtilityStdevScale", 0.0, 1.0);
else params.cpuctUtilityStdevScale = ((setupFor != SETUP_FOR_DISTRIBUTED && setupFor != SETUP_FOR_OTHER) ? 0.85 : 0.0);
if(cfg.contains("fpuReductionMax"+idxStr)) params.fpuReductionMax = cfg.getDouble("fpuReductionMax"+idxStr, 0.0, 2.0);
else if(cfg.contains("fpuReductionMax")) params.fpuReductionMax = cfg.getDouble("fpuReductionMax", 0.0, 2.0);
else params.fpuReductionMax = 0.2;
if(cfg.contains("fpuLossProp"+idxStr)) params.fpuLossProp = cfg.getDouble("fpuLossProp"+idxStr, 0.0, 1.0);
else if(cfg.contains("fpuLossProp")) params.fpuLossProp = cfg.getDouble("fpuLossProp", 0.0, 1.0);
else params.fpuLossProp = 0.0;
if(cfg.contains("fpuParentWeightByVisitedPolicy"+idxStr)) params.fpuParentWeightByVisitedPolicy = cfg.getBool("fpuParentWeightByVisitedPolicy"+idxStr);
else if(cfg.contains("fpuParentWeightByVisitedPolicy")) params.fpuParentWeightByVisitedPolicy = cfg.getBool("fpuParentWeightByVisitedPolicy");
else params.fpuParentWeightByVisitedPolicy = (setupFor != SETUP_FOR_DISTRIBUTED);
if(params.fpuParentWeightByVisitedPolicy) {
if(cfg.contains("fpuParentWeightByVisitedPolicyPow"+idxStr)) params.fpuParentWeightByVisitedPolicyPow = cfg.getDouble("fpuParentWeightByVisitedPolicyPow"+idxStr, 0.0, 5.0);
else if(cfg.contains("fpuParentWeightByVisitedPolicyPow")) params.fpuParentWeightByVisitedPolicyPow = cfg.getDouble("fpuParentWeightByVisitedPolicyPow", 0.0, 5.0);
else params.fpuParentWeightByVisitedPolicyPow = 2.0;
}
else {
if(cfg.contains("fpuParentWeight"+idxStr)) params.fpuParentWeight = cfg.getDouble("fpuParentWeight"+idxStr, 0.0, 1.0);
else if(cfg.contains("fpuParentWeight")) params.fpuParentWeight = cfg.getDouble("fpuParentWeight", 0.0, 1.0);
else params.fpuParentWeight = 0.0;
}
if(cfg.contains("policyOptimism"+idxStr)) params.policyOptimism = cfg.getDouble("policyOptimism"+idxStr, 0.0, 1.0);
else if(cfg.contains("policyOptimism")) params.policyOptimism = cfg.getDouble("policyOptimism", 0.0, 1.0);
else params.policyOptimism = (setupFor != SETUP_FOR_DISTRIBUTED && setupFor != SETUP_FOR_OTHER) ? 1.0 : 0.0;
if(cfg.contains("valueWeightExponent"+idxStr)) params.valueWeightExponent = cfg.getDouble("valueWeightExponent"+idxStr, 0.0, 1.0);
else if(cfg.contains("valueWeightExponent")) params.valueWeightExponent = cfg.getDouble("valueWeightExponent", 0.0, 1.0);
else params.valueWeightExponent = 0.25;
if(cfg.contains("useNoisePruning"+idxStr)) params.useNoisePruning = cfg.getBool("useNoisePruning"+idxStr);
else if(cfg.contains("useNoisePruning")) params.useNoisePruning = cfg.getBool("useNoisePruning");
else params.useNoisePruning = (setupFor != SETUP_FOR_DISTRIBUTED && setupFor != SETUP_FOR_OTHER);
if(cfg.contains("noisePruneUtilityScale"+idxStr)) params.noisePruneUtilityScale = cfg.getDouble("noisePruneUtilityScale"+idxStr, 0.001, 10.0);
else if(cfg.contains("noisePruneUtilityScale")) params.noisePruneUtilityScale = cfg.getDouble("noisePruneUtilityScale", 0.001, 10.0);
else params.noisePruneUtilityScale = 0.15;
if(cfg.contains("noisePruningCap"+idxStr)) params.noisePruningCap = cfg.getDouble("noisePruningCap"+idxStr, 0.0, 1e50);
else if(cfg.contains("noisePruningCap")) params.noisePruningCap = cfg.getDouble("noisePruningCap", 0.0, 1e50);
else params.noisePruningCap = 1e50;
if(cfg.contains("useUncertainty"+idxStr)) params.useUncertainty = cfg.getBool("useUncertainty"+idxStr);
else if(cfg.contains("useUncertainty")) params.useUncertainty = cfg.getBool("useUncertainty");
else params.useUncertainty = (setupFor != SETUP_FOR_DISTRIBUTED && setupFor != SETUP_FOR_OTHER);
if(cfg.contains("uncertaintyCoeff"+idxStr)) params.uncertaintyCoeff = cfg.getDouble("uncertaintyCoeff"+idxStr, 0.0001, 1.0);
else if(cfg.contains("uncertaintyCoeff")) params.uncertaintyCoeff = cfg.getDouble("uncertaintyCoeff", 0.0001, 1.0);
else params.uncertaintyCoeff = 0.25;
if(cfg.contains("uncertaintyExponent"+idxStr)) params.uncertaintyExponent = cfg.getDouble("uncertaintyExponent"+idxStr, 0.0, 2.0);
else if(cfg.contains("uncertaintyExponent")) params.uncertaintyExponent = cfg.getDouble("uncertaintyExponent", 0.0, 2.0);
else params.uncertaintyExponent = 1.0;
if(cfg.contains("uncertaintyMaxWeight"+idxStr)) params.uncertaintyMaxWeight = cfg.getDouble("uncertaintyMaxWeight"+idxStr, 1.0, 100.0);
else if(cfg.contains("uncertaintyMaxWeight")) params.uncertaintyMaxWeight = cfg.getDouble("uncertaintyMaxWeight", 1.0, 100.0);
else params.uncertaintyMaxWeight = 8.0;
if(cfg.contains("useGraphSearch"+idxStr)) params.useGraphSearch = cfg.getBool("useGraphSearch"+idxStr);
else if(cfg.contains("useGraphSearch")) params.useGraphSearch = cfg.getBool("useGraphSearch");
else params.useGraphSearch = (setupFor != SETUP_FOR_DISTRIBUTED);
if(cfg.contains("graphSearchRepBound"+idxStr)) params.graphSearchRepBound = cfg.getInt("graphSearchRepBound"+idxStr, 3, 50);
else if(cfg.contains("graphSearchRepBound")) params.graphSearchRepBound = cfg.getInt("graphSearchRepBound", 3, 50);
else params.graphSearchRepBound = 11;
if(cfg.contains("graphSearchCatchUpLeakProb"+idxStr)) params.graphSearchCatchUpLeakProb = cfg.getDouble("graphSearchCatchUpLeakProb"+idxStr, 0.0, 1.0);
else if(cfg.contains("graphSearchCatchUpLeakProb")) params.graphSearchCatchUpLeakProb = cfg.getDouble("graphSearchCatchUpLeakProb", 0.0, 1.0);
else params.graphSearchCatchUpLeakProb = 0.0;
// if(cfg.contains("graphSearchCatchUpProp"+idxStr)) params.graphSearchCatchUpProp = cfg.getDouble("graphSearchCatchUpProp"+idxStr, 0.0, 1.0);
// else if(cfg.contains("graphSearchCatchUpProp")) params.graphSearchCatchUpProp = cfg.getDouble("graphSearchCatchUpProp", 0.0, 1.0);
// else params.graphSearchCatchUpProp = 0.0;
if(cfg.contains("rootNoiseEnabled"+idxStr)) params.rootNoiseEnabled = cfg.getBool("rootNoiseEnabled"+idxStr);
else if(cfg.contains("rootNoiseEnabled")) params.rootNoiseEnabled = cfg.getBool("rootNoiseEnabled");
else params.rootNoiseEnabled = false;
if(cfg.contains("rootDirichletNoiseTotalConcentration"+idxStr))
params.rootDirichletNoiseTotalConcentration = cfg.getDouble("rootDirichletNoiseTotalConcentration"+idxStr, 0.001, 10000.0);
else if(cfg.contains("rootDirichletNoiseTotalConcentration"))
params.rootDirichletNoiseTotalConcentration = cfg.getDouble("rootDirichletNoiseTotalConcentration", 0.001, 10000.0);
else
params.rootDirichletNoiseTotalConcentration = 10.83;
if(cfg.contains("rootDirichletNoiseWeight"+idxStr)) params.rootDirichletNoiseWeight = cfg.getDouble("rootDirichletNoiseWeight"+idxStr, 0.0, 1.0);
else if(cfg.contains("rootDirichletNoiseWeight")) params.rootDirichletNoiseWeight = cfg.getDouble("rootDirichletNoiseWeight", 0.0, 1.0);
else params.rootDirichletNoiseWeight = 0.25;
if(cfg.contains("rootPolicyTemperature"+idxStr)) params.rootPolicyTemperature = cfg.getDouble("rootPolicyTemperature"+idxStr, 0.01, 100.0);
else if(cfg.contains("rootPolicyTemperature")) params.rootPolicyTemperature = cfg.getDouble("rootPolicyTemperature", 0.01, 100.0);
else params.rootPolicyTemperature = 1.0;
if(cfg.contains("rootPolicyTemperatureEarly"+idxStr)) params.rootPolicyTemperatureEarly = cfg.getDouble("rootPolicyTemperatureEarly"+idxStr, 0.01, 100.0);
else if(cfg.contains("rootPolicyTemperatureEarly")) params.rootPolicyTemperatureEarly = cfg.getDouble("rootPolicyTemperatureEarly", 0.01, 100.0);
else params.rootPolicyTemperatureEarly = params.rootPolicyTemperature;
if(cfg.contains("rootFpuReductionMax"+idxStr)) params.rootFpuReductionMax = cfg.getDouble("rootFpuReductionMax"+idxStr, 0.0, 2.0);
else if(cfg.contains("rootFpuReductionMax")) params.rootFpuReductionMax = cfg.getDouble("rootFpuReductionMax", 0.0, 2.0);
else params.rootFpuReductionMax = params.rootNoiseEnabled ? 0.0 : 0.1;
if(cfg.contains("rootFpuLossProp"+idxStr)) params.rootFpuLossProp = cfg.getDouble("rootFpuLossProp"+idxStr, 0.0, 1.0);
else if(cfg.contains("rootFpuLossProp")) params.rootFpuLossProp = cfg.getDouble("rootFpuLossProp", 0.0, 1.0);
else params.rootFpuLossProp = params.fpuLossProp;
if(cfg.contains("rootNumSymmetriesToSample"+idxStr)) params.rootNumSymmetriesToSample = cfg.getInt("rootNumSymmetriesToSample"+idxStr, 1, SymmetryHelpers::NUM_SYMMETRIES);
else if(cfg.contains("rootNumSymmetriesToSample")) params.rootNumSymmetriesToSample = cfg.getInt("rootNumSymmetriesToSample", 1, SymmetryHelpers::NUM_SYMMETRIES);
else params.rootNumSymmetriesToSample = 1;
if(cfg.contains("rootSymmetryPruning"+idxStr)) params.rootSymmetryPruning = cfg.getBool("rootSymmetryPruning"+idxStr);
else if(cfg.contains("rootSymmetryPruning")) params.rootSymmetryPruning = cfg.getBool("rootSymmetryPruning");
else params.rootSymmetryPruning = (setupFor == SETUP_FOR_ANALYSIS || setupFor == SETUP_FOR_GTP);
if(cfg.contains("rootDesiredPerChildVisitsCoeff"+idxStr)) params.rootDesiredPerChildVisitsCoeff = cfg.getDouble("rootDesiredPerChildVisitsCoeff"+idxStr, 0.0, 100.0);
else if(cfg.contains("rootDesiredPerChildVisitsCoeff")) params.rootDesiredPerChildVisitsCoeff = cfg.getDouble("rootDesiredPerChildVisitsCoeff", 0.0, 100.0);
else params.rootDesiredPerChildVisitsCoeff = 0.0;
if(cfg.contains("rootPolicyOptimism"+idxStr)) params.rootPolicyOptimism = cfg.getDouble("rootPolicyOptimism"+idxStr, 0.0, 1.0);
else if(cfg.contains("rootPolicyOptimism")) params.rootPolicyOptimism = cfg.getDouble("rootPolicyOptimism", 0.0, 1.0);
else params.rootPolicyOptimism = (setupFor != SETUP_FOR_DISTRIBUTED && setupFor != SETUP_FOR_OTHER) ? std::min(params.policyOptimism, 0.2) : 0.0;
if(cfg.contains("chosenMoveTemperature"+idxStr)) params.chosenMoveTemperature = cfg.getDouble("chosenMoveTemperature"+idxStr, 0.0, 5.0);
else if(cfg.contains("chosenMoveTemperature")) params.chosenMoveTemperature = cfg.getDouble("chosenMoveTemperature", 0.0, 5.0);
else params.chosenMoveTemperature = 0.1;
if(cfg.contains("chosenMoveTemperatureEarly"+idxStr))
params.chosenMoveTemperatureEarly = cfg.getDouble("chosenMoveTemperatureEarly"+idxStr, 0.0, 5.0);
else if(cfg.contains("chosenMoveTemperatureEarly"))
params.chosenMoveTemperatureEarly = cfg.getDouble("chosenMoveTemperatureEarly", 0.0, 5.0);
else
params.chosenMoveTemperatureEarly = 0.5;
if(cfg.contains("chosenMoveTemperatureHalflife"+idxStr))
params.chosenMoveTemperatureHalflife = cfg.getDouble("chosenMoveTemperatureHalflife"+idxStr, 0.1, 100000.0);
else if(cfg.contains("chosenMoveTemperatureHalflife"))
params.chosenMoveTemperatureHalflife = cfg.getDouble("chosenMoveTemperatureHalflife", 0.1, 100000.0);
else
params.chosenMoveTemperatureHalflife = 19;
if(cfg.contains("chosenMoveTemperatureOnlyBelowProb"+idxStr)) params.chosenMoveTemperatureOnlyBelowProb = cfg.getDouble("chosenMoveTemperatureOnlyBelowProb"+idxStr, 0.0, 1.0);
else if(cfg.contains("chosenMoveTemperatureOnlyBelowProb")) params.chosenMoveTemperatureOnlyBelowProb = cfg.getDouble("chosenMoveTemperatureOnlyBelowProb", 0.0, 1.0);
else params.chosenMoveTemperatureOnlyBelowProb = 1.0;
if(cfg.contains("chosenMoveSubtract"+idxStr)) params.chosenMoveSubtract = cfg.getDouble("chosenMoveSubtract"+idxStr, 0.0, 1.0e10);
else if(cfg.contains("chosenMoveSubtract")) params.chosenMoveSubtract = cfg.getDouble("chosenMoveSubtract", 0.0, 1.0e10);
else params.chosenMoveSubtract = 0.0;
if(cfg.contains("chosenMovePrune"+idxStr)) params.chosenMovePrune = cfg.getDouble("chosenMovePrune"+idxStr, 0.0, 1.0e10);
else if(cfg.contains("chosenMovePrune")) params.chosenMovePrune = cfg.getDouble("chosenMovePrune", 0.0, 1.0e10);
else params.chosenMovePrune = 1.0;
if(cfg.contains("useLcbForSelection"+idxStr)) params.useLcbForSelection = cfg.getBool("useLcbForSelection"+idxStr);
else if(cfg.contains("useLcbForSelection")) params.useLcbForSelection = cfg.getBool("useLcbForSelection");
else params.useLcbForSelection = true;
if(cfg.contains("lcbStdevs"+idxStr)) params.lcbStdevs = cfg.getDouble("lcbStdevs"+idxStr, 1.0, 12.0);
else if(cfg.contains("lcbStdevs")) params.lcbStdevs = cfg.getDouble("lcbStdevs", 1.0, 12.0);
else params.lcbStdevs = 5.0;
if(cfg.contains("minVisitPropForLCB"+idxStr)) params.minVisitPropForLCB = cfg.getDouble("minVisitPropForLCB"+idxStr, 0.0, 1.0);
else if(cfg.contains("minVisitPropForLCB")) params.minVisitPropForLCB = cfg.getDouble("minVisitPropForLCB", 0.0, 1.0);
else params.minVisitPropForLCB = 0.15;
//For distributed and selfplay, we default to buggy LCB for the moment since it has effects on the policy training target.
if(cfg.contains("useNonBuggyLcb"+idxStr)) params.useNonBuggyLcb = cfg.getBool("useNonBuggyLcb"+idxStr);
else if(cfg.contains("useNonBuggyLcb")) params.useNonBuggyLcb = cfg.getBool("useNonBuggyLcb");
else params.useNonBuggyLcb = (setupFor != SETUP_FOR_DISTRIBUTED && setupFor != SETUP_FOR_OTHER);
if(cfg.contains("rootEndingBonusPoints"+idxStr)) params.rootEndingBonusPoints = cfg.getDouble("rootEndingBonusPoints"+idxStr, -1.0, 1.0);
else if(cfg.contains("rootEndingBonusPoints")) params.rootEndingBonusPoints = cfg.getDouble("rootEndingBonusPoints", -1.0, 1.0);
else params.rootEndingBonusPoints = 0.5;
if(cfg.contains("rootPruneUselessMoves"+idxStr)) params.rootPruneUselessMoves = cfg.getBool("rootPruneUselessMoves"+idxStr);
else if(cfg.contains("rootPruneUselessMoves")) params.rootPruneUselessMoves = cfg.getBool("rootPruneUselessMoves");
else params.rootPruneUselessMoves = true;
if(cfg.contains("conservativePass"+idxStr)) params.conservativePass = cfg.getBool("conservativePass"+idxStr);
else if(cfg.contains("conservativePass")) params.conservativePass = cfg.getBool("conservativePass");
else params.conservativePass = false;
if(cfg.contains("fillDameBeforePass"+idxStr)) params.fillDameBeforePass = cfg.getBool("fillDameBeforePass"+idxStr);
else if(cfg.contains("fillDameBeforePass")) params.fillDameBeforePass = cfg.getBool("fillDameBeforePass");
else params.fillDameBeforePass = false;
//Controlled by GTP directly, not used in any other mode
params.avoidMYTDaggerHackPla = C_EMPTY;
if(cfg.contains("wideRootNoise"+idxStr)) params.wideRootNoise = cfg.getDouble("wideRootNoise"+idxStr, 0.0, 5.0);
else if(cfg.contains("wideRootNoise")) params.wideRootNoise = cfg.getDouble("wideRootNoise", 0.0, 5.0);
else params.wideRootNoise = (setupFor == SETUP_FOR_ANALYSIS ? Setup::DEFAULT_ANALYSIS_WIDE_ROOT_NOISE : 0.00);
if(cfg.contains("enablePassingHacks"+idxStr)) params.enablePassingHacks = cfg.getBool("enablePassingHacks"+idxStr);
else if(cfg.contains("enablePassingHacks")) params.enablePassingHacks = cfg.getBool("enablePassingHacks");
else params.enablePassingHacks = (setupFor == SETUP_FOR_GTP || setupFor == SETUP_FOR_ANALYSIS) ? true : false;
if(cfg.contains("playoutDoublingAdvantage"+idxStr)) params.playoutDoublingAdvantage = cfg.getDouble("playoutDoublingAdvantage"+idxStr,-3.0,3.0);
else if(cfg.contains("playoutDoublingAdvantage")) params.playoutDoublingAdvantage = cfg.getDouble("playoutDoublingAdvantage",-3.0,3.0);
else params.playoutDoublingAdvantage = 0.0;
if(cfg.contains("playoutDoublingAdvantagePla"+idxStr)) params.playoutDoublingAdvantagePla = parsePlayer("playoutDoublingAdvantagePla",cfg.getString("playoutDoublingAdvantagePla"+idxStr));
else if(cfg.contains("playoutDoublingAdvantagePla")) params.playoutDoublingAdvantagePla = parsePlayer("playoutDoublingAdvantagePla",cfg.getString("playoutDoublingAdvantagePla"));
else params.playoutDoublingAdvantagePla = C_EMPTY;
if(cfg.contains("avoidRepeatedPatternUtility"+idxStr)) params.avoidRepeatedPatternUtility = cfg.getDouble("avoidRepeatedPatternUtility"+idxStr, -3.0, 3.0);
else if(cfg.contains("avoidRepeatedPatternUtility")) params.avoidRepeatedPatternUtility = cfg.getDouble("avoidRepeatedPatternUtility", -3.0, 3.0);
else params.avoidRepeatedPatternUtility = 0.0;
if(cfg.contains("nnPolicyTemperature"+idxStr))
params.nnPolicyTemperature = cfg.getFloat("nnPolicyTemperature"+idxStr,0.01f,5.0f);
else if(cfg.contains("nnPolicyTemperature"))
params.nnPolicyTemperature = cfg.getFloat("nnPolicyTemperature",0.01f,5.0f);
else
params.nnPolicyTemperature = 1.0f;
if(cfg.contains("antiMirror"+idxStr)) params.antiMirror = cfg.getBool("antiMirror"+idxStr);
else if(cfg.contains("antiMirror")) params.antiMirror = cfg.getBool("antiMirror");
else params.antiMirror = false;
if(cfg.contains("ignorePreRootHistory"+idxStr)) params.ignorePreRootHistory = cfg.getBool("ignorePreRootHistory"+idxStr);
else if(cfg.contains("ignorePreRootHistory")) params.ignorePreRootHistory = cfg.getBool("ignorePreRootHistory");
else params.ignorePreRootHistory = (setupFor == SETUP_FOR_ANALYSIS ? Setup::DEFAULT_ANALYSIS_IGNORE_PRE_ROOT_HISTORY : false);
if(cfg.contains("ignoreAllHistory"+idxStr)) params.ignoreAllHistory = cfg.getBool("ignoreAllHistory"+idxStr);
else if(cfg.contains("ignoreAllHistory")) params.ignoreAllHistory = cfg.getBool("ignoreAllHistory");
else params.ignoreAllHistory = false;
if(cfg.contains("subtreeValueBiasFactor"+idxStr)) params.subtreeValueBiasFactor = cfg.getDouble("subtreeValueBiasFactor"+idxStr, 0.0, 1.0);
else if(cfg.contains("subtreeValueBiasFactor")) params.subtreeValueBiasFactor = cfg.getDouble("subtreeValueBiasFactor", 0.0, 1.0);
else params.subtreeValueBiasFactor = 0.45;
if(cfg.contains("subtreeValueBiasFreeProp"+idxStr)) params.subtreeValueBiasFreeProp = cfg.getDouble("subtreeValueBiasFreeProp"+idxStr, 0.0, 1.0);
else if(cfg.contains("subtreeValueBiasFreeProp")) params.subtreeValueBiasFreeProp = cfg.getDouble("subtreeValueBiasFreeProp", 0.0, 1.0);
else params.subtreeValueBiasFreeProp = 0.8;
if(cfg.contains("subtreeValueBiasWeightExponent"+idxStr)) params.subtreeValueBiasWeightExponent = cfg.getDouble("subtreeValueBiasWeightExponent"+idxStr, 0.0, 1.0);
else if(cfg.contains("subtreeValueBiasWeightExponent")) params.subtreeValueBiasWeightExponent = cfg.getDouble("subtreeValueBiasWeightExponent", 0.0, 1.0);
else params.subtreeValueBiasWeightExponent = 0.85;
if(cfg.contains("useEvalCache"+idxStr)) params.useEvalCache = cfg.getBool("useEvalCache"+idxStr);
else if(cfg.contains("useEvalCache")) params.useEvalCache = cfg.getBool("useEvalCache");
else params.useEvalCache = false;
if(cfg.contains("evalCacheMinVisits"+idxStr)) params.evalCacheMinVisits = cfg.getInt64("evalCacheMinVisits"+idxStr, (int64_t)1, (int64_t)1 << 50);
else if(cfg.contains("evalCacheMinVisits")) params.evalCacheMinVisits = cfg.getInt64("evalCacheMinVisits", (int64_t)1, (int64_t)1 << 50);
else params.evalCacheMinVisits = 100;
if(cfg.contains("nodeTableShardsPowerOfTwo"+idxStr)) params.nodeTableShardsPowerOfTwo = cfg.getInt("nodeTableShardsPowerOfTwo"+idxStr, 8, 24);
else if(cfg.contains("nodeTableShardsPowerOfTwo")) params.nodeTableShardsPowerOfTwo = cfg.getInt("nodeTableShardsPowerOfTwo", 8, 24);
else params.nodeTableShardsPowerOfTwo = 16;
if(cfg.contains("numVirtualLossesPerThread"+idxStr)) params.numVirtualLossesPerThread = cfg.getDouble("numVirtualLossesPerThread"+idxStr, 0.01, 1000.0);
else if(cfg.contains("numVirtualLossesPerThread")) params.numVirtualLossesPerThread = cfg.getDouble("numVirtualLossesPerThread", 0.01, 1000.0);
else params.numVirtualLossesPerThread = 1.0;
if(cfg.contains("treeReuseCarryOverTimeFactor"+idxStr)) params.treeReuseCarryOverTimeFactor = cfg.getDouble("treeReuseCarryOverTimeFactor"+idxStr,0.0,1.0);
else if(cfg.contains("treeReuseCarryOverTimeFactor")) params.treeReuseCarryOverTimeFactor = cfg.getDouble("treeReuseCarryOverTimeFactor",0.0,1.0);
else params.treeReuseCarryOverTimeFactor = 0.0;
if(cfg.contains("overallocateTimeFactor"+idxStr)) params.overallocateTimeFactor = cfg.getDouble("overallocateTimeFactor"+idxStr,0.01,100.0);
else if(cfg.contains("overallocateTimeFactor")) params.overallocateTimeFactor = cfg.getDouble("overallocateTimeFactor",0.01,100.0);
else params.overallocateTimeFactor = 1.0;
if(cfg.contains("midgameTimeFactor"+idxStr)) params.midgameTimeFactor = cfg.getDouble("midgameTimeFactor"+idxStr,0.01,100.0);
else if(cfg.contains("midgameTimeFactor")) params.midgameTimeFactor = cfg.getDouble("midgameTimeFactor",0.01,100.0);
else params.midgameTimeFactor = 1.0;
if(cfg.contains("midgameTurnPeakTime"+idxStr)) params.midgameTurnPeakTime = cfg.getDouble("midgameTurnPeakTime"+idxStr,0.0,1000.0);
else if(cfg.contains("midgameTurnPeakTime")) params.midgameTurnPeakTime = cfg.getDouble("midgameTurnPeakTime",0.0,1000.0);
else params.midgameTurnPeakTime = 130.0;
if(cfg.contains("endgameTurnTimeDecay"+idxStr)) params.endgameTurnTimeDecay = cfg.getDouble("endgameTurnTimeDecay"+idxStr,0.0,1000.0);
else if(cfg.contains("endgameTurnTimeDecay")) params.endgameTurnTimeDecay = cfg.getDouble("endgameTurnTimeDecay",0.0,1000.0);
else params.endgameTurnTimeDecay = 100.0;
if(cfg.contains("obviousMovesTimeFactor"+idxStr)) params.obviousMovesTimeFactor = cfg.getDouble("obviousMovesTimeFactor"+idxStr,0.01,1.0);
else if(cfg.contains("obviousMovesTimeFactor")) params.obviousMovesTimeFactor = cfg.getDouble("obviousMovesTimeFactor",0.01,1.0);
else params.obviousMovesTimeFactor = 1.0;
if(cfg.contains("obviousMovesPolicyEntropyTolerance"+idxStr)) params.obviousMovesPolicyEntropyTolerance = cfg.getDouble("obviousMovesPolicyEntropyTolerance"+idxStr,0.001,2.0);
else if(cfg.contains("obviousMovesPolicyEntropyTolerance")) params.obviousMovesPolicyEntropyTolerance = cfg.getDouble("obviousMovesPolicyEntropyTolerance",0.001,2.0);
else params.obviousMovesPolicyEntropyTolerance = 0.30;
if(cfg.contains("obviousMovesPolicySurpriseTolerance"+idxStr)) params.obviousMovesPolicySurpriseTolerance = cfg.getDouble("obviousMovesPolicySurpriseTolerance"+idxStr,0.001,2.0);
else if(cfg.contains("obviousMovesPolicySurpriseTolerance")) params.obviousMovesPolicySurpriseTolerance = cfg.getDouble("obviousMovesPolicySurpriseTolerance",0.001,2.0);
else params.obviousMovesPolicySurpriseTolerance = 0.15;
if(cfg.contains("futileVisitsThreshold"+idxStr)) params.futileVisitsThreshold = cfg.getDouble("futileVisitsThreshold"+idxStr,0.01,1.0);
else if(cfg.contains("futileVisitsThreshold")) params.futileVisitsThreshold = cfg.getDouble("futileVisitsThreshold",0.01,1.0);
else params.futileVisitsThreshold = 0.0;
// This does NOT report an error under throwHumanParsingError like the parameters below that expect a second model
// because the user might be providing the human model as the MAIN model. In which case humanSLProfile is still a
// valid param but the others are not.
if(setupFor != SETUP_FOR_DISTRIBUTED) {
string humanSLProfileName;
if(cfg.contains("humanSLProfile"+idxStr)) humanSLProfileName = cfg.getString("humanSLProfile"+idxStr);
else if(cfg.contains("humanSLProfile")) humanSLProfileName = cfg.getString("humanSLProfile");
params.humanSLProfile = SGFMetadata::getProfile(humanSLProfileName);
}
auto throwHumanParsingError = [](const string& param) {
throw ConfigParsingError(
string("Provided parameter ") + param + string(" but no human model was specified (e.g -human-model b18c384nbt-humanv0.bin.gz)")
);
};
if(!hasHumanModel && cfg.contains("humanSLCpuctExploration"+idxStr)) throwHumanParsingError("humanSLCpuctExploration"+idxStr);
else if(!hasHumanModel && cfg.contains("humanSLCpuctExploration")) throwHumanParsingError("humanSLCpuctExploration");
else if(cfg.contains("humanSLCpuctExploration"+idxStr)) params.humanSLCpuctExploration = cfg.getDouble("humanSLCpuctExploration"+idxStr, 0.0, 1000.0);
else if(cfg.contains("humanSLCpuctExploration")) params.humanSLCpuctExploration = cfg.getDouble("humanSLCpuctExploration", 0.0, 1000.0);
else params.humanSLCpuctExploration = 1.0;
if(!hasHumanModel && cfg.contains("humanSLCpuctPermanent"+idxStr)) throwHumanParsingError("humanSLCpuctPermanent"+idxStr);
else if(!hasHumanModel && cfg.contains("humanSLCpuctPermanent")) throwHumanParsingError("humanSLCpuctPermanent");
else if(cfg.contains("humanSLCpuctPermanent"+idxStr)) params.humanSLCpuctPermanent = cfg.getDouble("humanSLCpuctPermanent"+idxStr, 0.0, 1000.0);
else if(cfg.contains("humanSLCpuctPermanent")) params.humanSLCpuctPermanent = cfg.getDouble("humanSLCpuctPermanent", 0.0, 1000.0);
else params.humanSLCpuctPermanent = 0.0;
if(!hasHumanModel && cfg.contains("humanSLRootExploreProbWeightless"+idxStr)) throwHumanParsingError("humanSLRootExploreProbWeightless"+idxStr);
else if(!hasHumanModel && cfg.contains("humanSLRootExploreProbWeightless")) throwHumanParsingError("humanSLRootExploreProbWeightless");
else if(cfg.contains("humanSLRootExploreProbWeightless"+idxStr)) params.humanSLRootExploreProbWeightless = cfg.getDouble("humanSLRootExploreProbWeightless"+idxStr, 0.0, 1.0);
else if(cfg.contains("humanSLRootExploreProbWeightless")) params.humanSLRootExploreProbWeightless = cfg.getDouble("humanSLRootExploreProbWeightless", 0.0, 1.0);
else params.humanSLRootExploreProbWeightless = 0.0;
if(!hasHumanModel && cfg.contains("humanSLRootExploreProbWeightful"+idxStr)) throwHumanParsingError("humanSLRootExploreProbWeightful"+idxStr);
else if(!hasHumanModel && cfg.contains("humanSLRootExploreProbWeightful")) throwHumanParsingError("humanSLRootExploreProbWeightful");
else if(cfg.contains("humanSLRootExploreProbWeightful"+idxStr)) params.humanSLRootExploreProbWeightful = cfg.getDouble("humanSLRootExploreProbWeightful"+idxStr, 0.0, 1.0);
else if(cfg.contains("humanSLRootExploreProbWeightful")) params.humanSLRootExploreProbWeightful = cfg.getDouble("humanSLRootExploreProbWeightful", 0.0, 1.0);
else params.humanSLRootExploreProbWeightful = 0.0;
if(!hasHumanModel && cfg.contains("humanSLPlaExploreProbWeightless"+idxStr)) throwHumanParsingError("humanSLPlaExploreProbWeightless"+idxStr);
else if(!hasHumanModel && cfg.contains("humanSLPlaExploreProbWeightless")) throwHumanParsingError("humanSLPlaExploreProbWeightless");
else if(cfg.contains("humanSLPlaExploreProbWeightless"+idxStr)) params.humanSLPlaExploreProbWeightless = cfg.getDouble("humanSLPlaExploreProbWeightless"+idxStr, 0.0, 1.0);
else if(cfg.contains("humanSLPlaExploreProbWeightless")) params.humanSLPlaExploreProbWeightless = cfg.getDouble("humanSLPlaExploreProbWeightless", 0.0, 1.0);
else params.humanSLPlaExploreProbWeightless = 0.0;
if(!hasHumanModel && cfg.contains("humanSLPlaExploreProbWeightful"+idxStr)) throwHumanParsingError("humanSLPlaExploreProbWeightful"+idxStr);
else if(!hasHumanModel && cfg.contains("humanSLPlaExploreProbWeightful")) throwHumanParsingError("humanSLPlaExploreProbWeightful");
else if(cfg.contains("humanSLPlaExploreProbWeightful"+idxStr)) params.humanSLPlaExploreProbWeightful = cfg.getDouble("humanSLPlaExploreProbWeightful"+idxStr, 0.0, 1.0);
else if(cfg.contains("humanSLPlaExploreProbWeightful")) params.humanSLPlaExploreProbWeightful = cfg.getDouble("humanSLPlaExploreProbWeightful", 0.0, 1.0);
else params.humanSLPlaExploreProbWeightful = 0.0;
if(!hasHumanModel && cfg.contains("humanSLOppExploreProbWeightless"+idxStr)) throwHumanParsingError("humanSLOppExploreProbWeightless"+idxStr);
else if(!hasHumanModel && cfg.contains("humanSLOppExploreProbWeightless")) throwHumanParsingError("humanSLOppExploreProbWeightless");
else if(cfg.contains("humanSLOppExploreProbWeightless"+idxStr)) params.humanSLOppExploreProbWeightless = cfg.getDouble("humanSLOppExploreProbWeightless"+idxStr, 0.0, 1.0);
else if(cfg.contains("humanSLOppExploreProbWeightless")) params.humanSLOppExploreProbWeightless = cfg.getDouble("humanSLOppExploreProbWeightless", 0.0, 1.0);
else params.humanSLOppExploreProbWeightless = 0.0;
if(!hasHumanModel && cfg.contains("humanSLOppExploreProbWeightful"+idxStr)) throwHumanParsingError("humanSLOppExploreProbWeightful"+idxStr);
else if(!hasHumanModel && cfg.contains("humanSLOppExploreProbWeightful")) throwHumanParsingError("humanSLOppExploreProbWeightful");
else if(cfg.contains("humanSLOppExploreProbWeightful"+idxStr)) params.humanSLOppExploreProbWeightful = cfg.getDouble("humanSLOppExploreProbWeightful"+idxStr, 0.0, 1.0);
else if(cfg.contains("humanSLOppExploreProbWeightful")) params.humanSLOppExploreProbWeightful = cfg.getDouble("humanSLOppExploreProbWeightful", 0.0, 1.0);
else params.humanSLOppExploreProbWeightful = 0.0;
if(!hasHumanModel && cfg.contains("humanSLChosenMoveProp"+idxStr)) throwHumanParsingError("humanSLChosenMoveProp"+idxStr);
else if(!hasHumanModel && cfg.contains("humanSLChosenMoveProp")) throwHumanParsingError("humanSLChosenMoveProp");
else if(cfg.contains("humanSLChosenMoveProp"+idxStr)) params.humanSLChosenMoveProp = cfg.getDouble("humanSLChosenMoveProp"+idxStr, 0.0, 1.0);
else if(cfg.contains("humanSLChosenMoveProp")) params.humanSLChosenMoveProp = cfg.getDouble("humanSLChosenMoveProp", 0.0, 1.0);
else params.humanSLChosenMoveProp = 0.0;
if(!hasHumanModel && cfg.contains("humanSLChosenMoveIgnorePass"+idxStr)) throwHumanParsingError("humanSLChosenMoveIgnorePass"+idxStr);
else if(!hasHumanModel && cfg.contains("humanSLChosenMoveIgnorePass")) throwHumanParsingError("humanSLChosenMoveIgnorePass");
else if(cfg.contains("humanSLChosenMoveIgnorePass"+idxStr)) params.humanSLChosenMoveIgnorePass = cfg.getBool("humanSLChosenMoveIgnorePass"+idxStr);
else if(cfg.contains("humanSLChosenMoveIgnorePass")) params.humanSLChosenMoveIgnorePass = cfg.getBool("humanSLChosenMoveIgnorePass");
else params.humanSLChosenMoveIgnorePass = false;
if(!hasHumanModel && cfg.contains("humanSLChosenMovePiklLambda"+idxStr)) throwHumanParsingError("humanSLChosenMovePiklLambda"+idxStr);
else if(!hasHumanModel && cfg.contains("humanSLChosenMovePiklLambda")) throwHumanParsingError("humanSLChosenMovePiklLambda");
else if(cfg.contains("humanSLChosenMovePiklLambda"+idxStr)) params.humanSLChosenMovePiklLambda = cfg.getDouble("humanSLChosenMovePiklLambda"+idxStr, 0.0, 1000000000.0);
else if(cfg.contains("humanSLChosenMovePiklLambda")) params.humanSLChosenMovePiklLambda = cfg.getDouble("humanSLChosenMovePiklLambda", 0.0, 1000000000.0);
else params.humanSLChosenMovePiklLambda = 1000000000.0;
//On distributed, tolerate reading mutexPoolSize since older version configs use it.
if(setupFor == SETUP_FOR_DISTRIBUTED)
cfg.markAllKeysUsedWithPrefix("mutexPoolSize");
paramss.push_back(params);
}
return paramss;
}
bool Setup::maybeWarnHumanSLParams(
const SearchParams& params,
const NNEvaluator* nnEval,
const NNEvaluator* humanEval,
std::ostream& out,
Logger* logger
) {
if(params.humanSLProfile.initialized) {
bool hasAnySGFMetaUse =
(nnEval != NULL && nnEval->requiresSGFMetadata()) ||
(humanEval != NULL && humanEval->requiresSGFMetadata());
if(!hasAnySGFMetaUse) {
string modelNames;
if(nnEval != NULL)
modelNames += nnEval->getModelName();
if(humanEval != NULL) {
if(modelNames.size() > 0)
modelNames += " and ";
modelNames += humanEval->getModelName();
}
if(logger != NULL)
logger->write("WARNING: humanSLProfile is specified as config param but model(s) don't use it: " + modelNames);
out << "WARNING: humanSLProfile is specified as config param but model(s) don't use it: " << modelNames << endl;
return true;
}
}
return false;
}
Player Setup::parseReportAnalysisWinrates(
ConfigParser& cfg, Player defaultPerspective
) {
if(!cfg.contains("reportAnalysisWinratesAs"))
return defaultPerspective;
string sOrig = cfg.getString("reportAnalysisWinratesAs");
string s = Global::toLower(sOrig);
if(s == "b" || s == "black")
return P_BLACK;
else if(s == "w" || s == "white")
return P_WHITE;
else if(s == "sidetomove")
return C_EMPTY;
throw StringError("Could not parse config value for reportAnalysisWinratesAs: " + sOrig);
}
Rules Setup::loadSingleRules(
ConfigParser& cfg,
bool loadKomi
) {
Rules rules;
if(cfg.contains("rules")) {
if(cfg.contains("koRule")) throw StringError("Cannot both specify 'rules' and individual rules like koRule");
if(cfg.contains("scoringRule")) throw StringError("Cannot both specify 'rules' and individual rules like scoringRule");
if(cfg.contains("multiStoneSuicideLegal")) throw StringError("Cannot both specify 'rules' and individual rules like multiStoneSuicideLegal");
if(cfg.contains("hasButton")) throw StringError("Cannot both specify 'rules' and individual rules like hasButton");
if(cfg.contains("taxRule")) throw StringError("Cannot both specify 'rules' and individual rules like taxRule");
if(cfg.contains("whiteHandicapBonus")) throw StringError("Cannot both specify 'rules' and individual rules like whiteHandicapBonus");
if(cfg.contains("friendlyPassOk")) throw StringError("Cannot both specify 'rules' and individual rules like friendlyPassOk");
if(cfg.contains("whiteBonusPerHandicapStone")) throw StringError("Cannot both specify 'rules' and individual rules like whiteBonusPerHandicapStone");
rules = Rules::parseRules(cfg.getString("rules"));
}
else {
string koRule = cfg.getString("koRule", Rules::koRuleStrings());
string scoringRule = cfg.getString("scoringRule", Rules::scoringRuleStrings());
bool multiStoneSuicideLegal = cfg.getBool("multiStoneSuicideLegal");
bool hasButton = cfg.contains("hasButton") ? cfg.getBool("hasButton") : false;
float komi = 7.5f;
rules.koRule = Rules::parseKoRule(koRule);
rules.scoringRule = Rules::parseScoringRule(scoringRule);
rules.multiStoneSuicideLegal = multiStoneSuicideLegal;
rules.hasButton = hasButton;
rules.komi = komi;
if(cfg.contains("taxRule")) {
string taxRule = cfg.getString("taxRule", Rules::taxRuleStrings());
rules.taxRule = Rules::parseTaxRule(taxRule);
}
else {
rules.taxRule = (rules.scoringRule == Rules::SCORING_TERRITORY ? Rules::TAX_SEKI : Rules::TAX_NONE);
}
if(rules.hasButton && rules.scoringRule != Rules::SCORING_AREA)
throw StringError("Config specifies hasButton=true on a scoring system other than AREA");
//Also handles parsing of legacy option whiteBonusPerHandicapStone
if(cfg.contains("whiteBonusPerHandicapStone") && cfg.contains("whiteHandicapBonus"))
throw StringError("May specify only one of whiteBonusPerHandicapStone and whiteHandicapBonus in config");
else if(cfg.contains("whiteHandicapBonus"))
rules.whiteHandicapBonusRule = Rules::parseWhiteHandicapBonusRule(cfg.getString("whiteHandicapBonus", Rules::whiteHandicapBonusRuleStrings()));
else if(cfg.contains("whiteBonusPerHandicapStone")) {
int whiteBonusPerHandicapStone = cfg.getInt("whiteBonusPerHandicapStone",0,1);
if(whiteBonusPerHandicapStone == 0)
rules.whiteHandicapBonusRule = Rules::WHB_ZERO;
else
rules.whiteHandicapBonusRule = Rules::WHB_N;
}
else
rules.whiteHandicapBonusRule = Rules::WHB_ZERO;
if(cfg.contains("friendlyPassOk")) {
rules.friendlyPassOk = cfg.getBool("friendlyPassOk");
}
//Drop default komi to 6.5 for territory rules, and to 7.0 for button
if(rules.scoringRule == Rules::SCORING_TERRITORY)
rules.komi = 6.5f;
else if(rules.hasButton)
rules.komi = 7.0f;
}
if(loadKomi) {
rules.komi = cfg.getFloat("komi",Rules::MIN_USER_KOMI,Rules::MAX_USER_KOMI);
}
return rules;
}
bool Setup::loadDefaultBoardXYSize(
ConfigParser& cfg,
Logger& logger,
int& defaultBoardXSizeRet,
int& defaultBoardYSizeRet
) {
const int defaultBoardXSize =
cfg.contains("defaultBoardXSize") ? cfg.getInt("defaultBoardXSize",2,Board::MAX_LEN) :
cfg.contains("defaultBoardSize") ? cfg.getInt("defaultBoardSize",2,Board::MAX_LEN) :
-1;
const int defaultBoardYSize =
cfg.contains("defaultBoardYSize") ? cfg.getInt("defaultBoardYSize",2,Board::MAX_LEN) :
cfg.contains("defaultBoardSize") ? cfg.getInt("defaultBoardSize",2,Board::MAX_LEN) :
-1;
if((defaultBoardXSize == -1) != (defaultBoardYSize == -1))
logger.write("Warning: Config specified only one of defaultBoardXSize or defaultBoardYSize and no other board size parameter, ignoring it");
if(defaultBoardXSize == -1 || defaultBoardYSize == -1) {
return false;
}
defaultBoardXSizeRet = defaultBoardXSize;
defaultBoardYSizeRet = defaultBoardYSize;
return true;
}
vector<pair<set<string>,set<string>>> Setup::getMutexKeySets() {
vector<pair<set<string>,set<string>>> mutexKeySets = {
std::make_pair<set<string>,set<string>>(
{"rules"},{"koRule","scoringRule","multiStoneSuicideLegal","taxRule","hasButton","whiteBonusPerHandicapStone","friendlyPassOk","whiteHandicapBonus"}
),
};
return mutexKeySets;
}
std::vector<std::unique_ptr<PatternBonusTable>> Setup::loadAvoidSgfPatternBonusTables(ConfigParser& cfg, Logger& logger) {
int numBots = 1;
if(cfg.contains("numBots"))
numBots = cfg.getInt("numBots",1,MAX_BOT_PARAMS_FROM_CFG);
std::vector<std::unique_ptr<PatternBonusTable>> tables;
for(int i = 0; i<numBots; i++) {
//Indexes different bots, such as in a match config
const string idxStr = Global::intToString(i);
std::unique_ptr<PatternBonusTable> patternBonusTable = nullptr;
for(int j = 1; j<100000; j++) {
//Indexes different sets of params for different sets of files, to combine into one bot.