diff --git a/CIValidations/FitterValidations.cpp b/CIValidations/FitterValidations.cpp index aecccc9..a596a72 100755 --- a/CIValidations/FitterValidations.cpp +++ b/CIValidations/FitterValidations.cpp @@ -28,6 +28,7 @@ void FitVal(const std::string& Algo, bool MoreTests) MaCh3Fitter = std::make_unique(FitManager); } else if (Algo == "PSO") { FitManager->OverrideSettings("General", "OutputFile", "PSO_Test.root"); + FitManager->OverrideSettings("General", "Fitter", "FitTestLikelihood", "true"); MaCh3Fitter = std::make_unique(FitManager); } else if (Algo == "Minuit2") { #ifdef MaCh3_MINUIT2 @@ -105,7 +106,7 @@ int main(int argc, char *argv[]) std::vector Algo = {"MCMC"}; #ifdef MaCh3_MINUIT2 Algo.push_back("Minuit2"); - //Algo.push_back("PSO"); + Algo.push_back("PSO"); #endif bool MoreTests = true; diff --git a/CIValidations/NuOscillatorInterfaceValidations.cpp b/CIValidations/NuOscillatorInterfaceValidations.cpp index 74600d3..567fba8 100644 --- a/CIValidations/NuOscillatorInterfaceValidations.cpp +++ b/CIValidations/NuOscillatorInterfaceValidations.cpp @@ -16,7 +16,7 @@ int main() { " CalculationType: \"Unbinned\"\n" "\n" "OscProbCalcerSetup:\n" - " ImplementationName: \"CUDAProb3Linear\"\n" + " ImplementationName: \"NuFASTLinear\"\n" " OscChannelMapping:\n" " - Entry: \"Muon:Electron\"\n" " - Entry: \"Muon:Muon\"\n"; @@ -38,7 +38,7 @@ int main() { osc->Setup(); std::vector OscParProp = {0.3, 0.5, 0.020, 7.53e-5, - 2.494e-3, 0.0, 1300, 2.6}; + 2.494e-3, 0.0, 1300, 2.6, 0.5}; osc->CalculateProbabilities(OscParProp); std::ofstream outFile("NewNuOscOut.txt"); @@ -63,4 +63,4 @@ int main() { } else { MACH3LOG_INFO("Everything is correct"); } -} \ No newline at end of file +} diff --git a/CIValidations/SamplePDFValidations.cpp b/CIValidations/SamplePDFValidations.cpp index 000bae3..e158c16 100755 --- a/CIValidations/SamplePDFValidations.cpp +++ b/CIValidations/SamplePDFValidations.cpp @@ -40,7 +40,7 @@ int main(int argc, char *argv[]) outFile << "Likelihood:" << Sample->GetLikelihood() << std::endl; // Set oscillation parameters and reweight for posterior - std::vector OscParProp = {0.3, 0.5, 0.020, 7.53e-5, 2.494e-3, 0.0, 295, 2.6}; + std::vector OscParProp = {0.3, 0.5, 0.020, 7.53e-5, 2.494e-3, 0.0, 295, 2.6, 0.5}; osc->setParameters(OscParProp); Sample->reweight(); diff --git a/CIValidations/TestOutputs/NuOscOut.txt b/CIValidations/TestOutputs/NuOscOut.txt index 35db04d..2f9027f 100644 --- a/CIValidations/TestOutputs/NuOscOut.txt +++ b/CIValidations/TestOutputs/NuOscOut.txt @@ -1,101 +1,101 @@ E (GeV) , p(numu->numu) , p(numu->nue) - 0.001, 0.2007688, 0.3253087 - 0.001148154, 0.5336928, 0.3596777 - 0.001318257, 0.7045855, 0.08390627 - 0.001513561, 0.8893172, 0.001413872 - 0.001737801, 0.2775987, 0.2327323 - 0.001995262, 0.4680089, 0.1592608 - 0.002290868, 0.618569, 0.09441035 - 0.002630268, 0.9277779, 0.000463778 - 0.003019952, 0.9823164, 0.002323159 - 0.003467369, 0.3496465, 0.496238 - 0.003981072, 0.1566199, 0.05646514 - 0.004570882, 0.3924372, 0.5433499 - 0.005248075, 0.2699862, 0.5772996 - 0.006025596, 0.2990715, 0.6112116 - 0.00691831, 0.4402506, 0.4703682 - 0.007943282, 0.02791257, 0.06867193 - 0.009120108, 0.03692353, 0.3251549 - 0.01047129, 0.3088603, 0.3794659 - 0.01202264, 0.5635867, 0.1579336 - 0.01380384, 0.1114084, 0.2094709 - 0.01584893, 0.1813082, 0.3455415 - 0.01819701, 0.8057608, 0.04562685 - 0.02089296, 0.002720226, 0.12418 - 0.02398833, 0.2028323, 0.3106139 - 0.02754229, 0.1444705, 0.3427793 - 0.03162278, 0.05894277, 0.25118 - 0.03630781, 0.9866067, 0.01336271 - 0.04168694, 0.353917, 0.02386557 - 0.04786301, 0.5611145, 0.1159268 - 0.05495409, 0.09922572, 0.4367928 - 0.06309573, 0.1200504, 0.4591201 - 0.0724436, 0.2173352, 0.6436186 - 0.08317638, 0.3456959, 0.4151101 - 0.09549926, 0.4246292, 0.3366118 - 0.1096478, 0.5220633, 0.4192947 - 0.1258925, 0.03454672, 0.338459 - 0.144544, 0.5466757, 0.3272139 - 0.1659587, 0.8041483, 0.1677151 - 0.1905461, 0.8395235, 0.1137332 - 0.2187762, 0.8634611, 0.1222642 - 0.2511886, 0.3849828, 0.1615212 - 0.2884032, 0.08243323, 0.0835991 - 0.3311311, 0.9612806, 0.03687786 - 0.3801894, 0.002033692, 0.0857051 - 0.4365158, 0.9697264, 0.02340723 - 0.5011872, 0.1890248, 0.03818675 - 0.5754399, 0.3349335, 0.05721093 - 0.6606934, 0.9953716, 0.004579627 - 0.7585776, 0.4891201, 0.01800352 - 0.8709636, 0.005008776, 0.04864267 - 1, 0.272932, 0.03883322 - 1.148154, 0.7833163, 0.01167552 - 1.318257, 0.9997194, 1.174755e-06 - 1.513561, 0.8547036, 0.009012941 - 1.737801, 0.539502, 0.02748088 - 1.995262, 0.243548, 0.04419483 - 2.290868, 0.06015301, 0.05391219 - 2.630268, 0.0009956073, 0.0563116 - 3.019952, 0.03749903, 0.0533421 - 3.467369, 0.1318905, 0.04733191 - 3.981072, 0.2522684, 0.0401391 - 4.570882, 0.3768257, 0.03296531 - 5.248075, 0.4929284, 0.02645829 - 6.025596, 0.5946067, 0.02088587 - 6.91831, 0.6801034, 0.01628972 - 7.943282, 0.7500169, 0.01259452 - 9.120108, 0.8060714, 0.009676223 - 10.47129, 0.8503793, 0.007400385 - 12.02264, 0.8850397, 0.005641457 - 13.80384, 0.9119455, 0.004290729 - 15.84893, 0.9327127, 0.003258196 - 18.19701, 0.9486735, 0.002471447 - 20.89296, 0.960901, 0.001873329 - 23.98833, 0.9702458, 0.001419324 - 27.54229, 0.9773747, 0.001075069 - 31.62278, 0.9828056, 0.0008142108 - 36.30781, 0.9869387, 0.0006166276 - 41.68694, 0.9900816, 0.0004670052 - 47.86301, 0.9924701, 0.0003537127 - 54.95409, 0.9942846, 0.0002679294 - 63.09573, 0.9956624, 0.0002029722 - 72.4436, 0.9967085, 0.0001537806 - 83.17638, 0.9975025, 0.0001165241 - 95.49926, 0.9981051, 8.830338e-05 - 109.6478, 0.9985623, 6.692431e-05 - 125.8925, 0.9989093, 5.072622e-05 - 144.544, 0.9991725, 3.845207e-05 - 165.9587, 0.9993723, 2.915025e-05 - 190.5461, 0.9995238, 2.210023e-05 - 218.7762, 0.9996387, 1.675638e-05 - 251.1886, 0.999726, 1.270542e-05 - 288.4032, 0.9997921, 9.634322e-06 - 331.1311, 0.9998423, 7.305897e-06 - 380.1894, 0.9998804, 5.540437e-06 - 436.5158, 0.9999093, 4.201753e-06 - 501.1872, 0.9999312, 3.186626e-06 - 575.4399, 0.9999478, 2.416819e-06 - 660.6934, 0.9999604, 1.833023e-06 - 758.5776, 0.9999699, 1.390277e-06 - 870.9636, 0.9999772, 1.054492e-06 + 0.001, 0.1617516, 0.333304 + 0.001148154, 0.4953201, 0.3138695 + 0.001318257, 0.5517741, 0.09549623 + 0.001513561, 0.7862832, 0.00159488 + 0.001737801, 0.3447367, 0.2368447 + 0.001995262, 0.5383216, 0.1686903 + 0.002290868, 0.5465976, 0.08909361 + 0.002630268, 0.9633905, 0.001219333 + 0.003019952, 0.9610993, 0.001105899 + 0.003467369, 0.3795707, 0.4935139 + 0.003981072, 0.1969176, 0.05185309 + 0.004570882, 0.3817488, 0.5501979 + 0.005248075, 0.2745965, 0.5843958 + 0.006025596, 0.2971392, 0.6097174 + 0.00691831, 0.4257633, 0.4737918 + 0.007943282, 0.01956433, 0.06757944 + 0.009120108, 0.04035393, 0.3299624 + 0.01047129, 0.2948426, 0.3791359 + 0.01202264, 0.5523205, 0.1561085 + 0.01380384, 0.1024932, 0.2081654 + 0.01584893, 0.1797039, 0.3468126 + 0.01819701, 0.7984756, 0.04478345 + 0.02089296, 0.003610887, 0.1229408 + 0.02398833, 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+Channel: 0 Event: 199994 weight: 0.598828 Channel: 0 Event: 199995 weight: 0 -Channel: 0 Event: 199996 weight: 0.295706 -Channel: 0 Event: 199997 weight: 0.825072 -Channel: 0 Event: 199998 weight: 0.584867 +Channel: 0 Event: 199996 weight: 0.295755 +Channel: 0 Event: 199997 weight: 0.825089 +Channel: 0 Event: 199998 weight: 0.584904 Channel: 0 Event: 199999 weight: 0 diff --git a/Inputs/ManagerTest.yaml b/Inputs/ManagerTest.yaml index 38ffdef..4e443ae 100755 --- a/Inputs/ManagerTest.yaml +++ b/Inputs/ManagerTest.yaml @@ -12,12 +12,21 @@ General: Debug: No RandomStart: false Seed: 0 - NSteps: 10000 MaCh3Modes: "Inputs/MaCh3Modes.yaml" Fitter: FitTestLikelihood: false Minuit2: NSteps: 100000 + PSO: + Constriction: 1 + Inertia: 1. + One: 1. + Two: 1. + Particles: 10 + Iterations: 10000 + Convergence: 1. + TestLikelihoodDim: 9 + MCMC: NSteps: 10000 #KS: Sets how frequent (number of steps) you want to autosave your chain, if you autosave rarely chain will be slightly faster, if you job wall is small you might want more frequent autosave to reduce number of lost steps @@ -37,6 +46,7 @@ General: XsecStepScale: 1 OscCovFile: ["Inputs/Osc_Test.yaml"] + OscFix: ["baseline", "density", "Ye"] Predictive: Ntoy: 10 diff --git a/Inputs/NuOscillator/NuFASTLinear.yaml b/Inputs/NuOscillator/NuFASTLinear.yaml new file mode 100755 index 0000000..e9d1c51 --- /dev/null +++ b/Inputs/NuOscillator/NuFASTLinear.yaml @@ -0,0 +1,17 @@ +General: + Verbosity: "NONE" + CosineZIgnored: true + CalculationType: "Unbinned" + +OscProbCalcerSetup: + ImplementationName: "NuFASTLinear" + OscChannelMapping: + - Entry: "Electron:Electron" + - Entry: "Electron:Muon" + - Entry: "Electron:Tau" + - Entry: "Muon:Electron" + - Entry: "Muon:Muon" + - Entry: "Muon:Tau" + - Entry: "Tau:Electron" + - Entry: "Tau:Muon" + - Entry: "Tau:Tau" diff --git a/Inputs/Osc_Test.yaml b/Inputs/Osc_Test.yaml index 34de9bc..fbada03 100755 --- a/Inputs/Osc_Test.yaml +++ b/Inputs/Osc_Test.yaml @@ -138,3 +138,20 @@ Systematics: StepScale: MCMC: 1.0 Type: Osc + +- Systematic: + Names: + FancyName: Ye + ParameterName: Ye + + DetID: 984 + Error: 0.001 + FlatPrior: true + ParameterBounds: [0, 999] + ParameterGroup: Osc + ParameterValues: + Generated: 0.5 + PreFitValue: 0.5 + StepScale: + MCMC: 1.0 + Type: Osc diff --git a/Inputs/SamplePDF_Tutorial.yaml b/Inputs/SamplePDF_Tutorial.yaml index 99294e2..57ca386 100755 --- a/Inputs/SamplePDF_Tutorial.yaml +++ b/Inputs/SamplePDF_Tutorial.yaml @@ -17,7 +17,7 @@ InputFiles: splinesuffix: "fixme" DetID: 1 NuOsc: - NuOscConfigFile: "Inputs/NuOscillator/CUDAProb3Linear.yaml" + NuOscConfigFile: "Inputs/NuOscillator/NuFASTLinear.yaml" NSubSamples: 1 SubSamples: diff --git a/Tutorial/LLHScanTutorial.cpp b/Tutorial/LLHScanTutorial.cpp index ab19519..4ae127e 100644 --- a/Tutorial/LLHScanTutorial.cpp +++ b/Tutorial/LLHScanTutorial.cpp @@ -12,8 +12,19 @@ int main(int argc, char *argv[]){ // Initialise covariance class reasonable for Systematics covarianceXsec* xsec = MaCh3CovarianceFactory(FitManager, "Xsec"); - std::vector OscMatrixFile = FitManager->raw()["General"]["Systematics"]["OscCovFile"].as>(); + auto OscMatrixFile = FitManager->raw()["General"]["Systematics"]["OscCovFile"].as>(); + auto OscFixParams = FitManager->raw()["General"]["Systematics"]["OscFix"].as>(); covarianceOsc* osc = new covarianceOsc(OscMatrixFile, "osc_cov"); + // Fixed xsec parameters loop + if (OscFixParams.size() == 1 && OscFixParams.at(0) == "All") { + for (int j = 0; j < osc->GetNumParams(); j++) { + osc->toggleFixParameter(j); + } + } else { + for (unsigned int j = 0; j < OscFixParams.size(); j++) { + osc->toggleFixParameter(OscFixParams.at(j)); + } + } // Create MCMC Class std::unique_ptr MaCh3Fitter = std::make_unique(FitManager); diff --git a/Tutorial/MCMCTutorial.cpp b/Tutorial/MCMCTutorial.cpp index 3ac5a14..3c0f1fc 100755 --- a/Tutorial/MCMCTutorial.cpp +++ b/Tutorial/MCMCTutorial.cpp @@ -13,7 +13,18 @@ int main(int argc, char *argv[]){ covarianceXsec* xsec = MaCh3CovarianceFactory(FitManager, "Xsec"); auto OscMatrixFile = FitManager->raw()["General"]["Systematics"]["OscCovFile"].as>(); + auto OscFixParams = FitManager->raw()["General"]["Systematics"]["OscFix"].as>(); covarianceOsc* osc = new covarianceOsc(OscMatrixFile, "osc_cov"); + // Fixed xsec parameters loop + if (OscFixParams.size() == 1 && OscFixParams.at(0) == "All") { + for (int j = 0; j < osc->GetNumParams(); j++) { + osc->toggleFixParameter(j); + } + } else { + for (unsigned int j = 0; j < OscFixParams.size(); j++) { + osc->toggleFixParameter(OscFixParams.at(j)); + } + } // Create MCMC Class std::unique_ptr MaCh3Fitter = std::make_unique(FitManager);