diff --git a/04a_TrainModels_LR.py b/04a_TrainModels_LR.py index c8ab094d234ae6e903ca4bc6488308981d44da6e..b90b2d1b1899a064a011cd119dbe85b87a05a15e 100755 --- a/04a_TrainModels_LR.py +++ b/04a_TrainModels_LR.py @@ -8,7 +8,7 @@ models = { } # Training for different number od POD modes -R = np.linspace(1, 5, 5, dtype=int) +R = np.linspace(1, 21, 21, dtype=int) for model_name in models: print(f'Model: \t\t\t{model_name}') diff --git a/04b_TrainModels_GP.py b/04b_TrainModels_GP.py index 85b919c48524b282c536a47fffaeb77588e23934..c11d6585dae9434cd570eb2a712067328ef932b4 100755 --- a/04b_TrainModels_GP.py +++ b/04b_TrainModels_GP.py @@ -6,25 +6,25 @@ from sklearn.gaussian_process.kernels import DotProduct, WhiteKernel, RBF, Mater from models.GaussianProcessRegressor import GaussianProcessRegressionModel models = { - 'gaussianProcessMod_DotWhite': GaussianProcessRegressionModel(), - 'gaussianProcessMod_RBF': GaussianProcessRegressionModel(), - # 'gaussianProcessMod_Matern': GaussianProcessRegressionModel(), - # 'gaussianProcessMod_RationalQuadratic': GaussianProcessRegressionModel(), - # 'gaussianProcessMod_ExpSineSquared': GaussianProcessRegressionModel(), + # 'gaussianProcessMod_DotWhite': GaussianProcessRegressionModel(), + # 'gaussianProcessMod_RBF': GaussianProcessRegressionModel(), + 'gaussianProcessMod_Matern': GaussianProcessRegressionModel(), + 'gaussianProcessMod_RationalQuadratic': GaussianProcessRegressionModel(), + 'gaussianProcessMod_ExpSineSquared': GaussianProcessRegressionModel(), } Kernel = [ - DotProduct() + WhiteKernel(), # maybe alles + WhiteKernel? - RBF(length_scale=1.0), + # DotProduct() + WhiteKernel(), # maybe alles + WhiteKernel? + # RBF(length_scale=1.0), Matern(length_scale=1.0, nu=1.5), RationalQuadratic(length_scale=1.0, alpha=0.5), # copilot schlägt 1.0 vor ExpSineSquared(length_scale=1.0, periodicity=1.0) ] # Training for different number od POD modes -R = np.linspace(1, 5, 5, dtype=int) +R = np.linspace(1, 21, 21, dtype=int) -for model_name in models: +for i, model_name in enumerate(models): print(f'Model: \t\t\t{model_name}') model = models[model_name] @@ -39,12 +39,12 @@ for model_name in models: # Train model and measure time time_train_start = time.time() - model_velocity, model_pressure = model.train(X_r_velocity, X_r_pressure) + model_velocity, model_pressure = model.train(X_r_velocity, X_r_pressure, kernel=Kernel[i]) time_train_end = time.time() time_train.append(time_train_end - time_train_start) # Save model model.save_model(model_velocity, model_pressure, model_velocity_file=f'{model_name}/velocity_{R_}.pkl', model_pressure_file=f'{model_name}/pressure_{R_}.pkl') - + # Save R and timings np.savez(f'models/trained_models/{model_name}/MetaData.npz', R=R, time_train=time_train) diff --git a/04c_TrainModels_RBF.py b/04c_TrainModels_RBF.py index aefa39231466d7adef9d1a8da5d350ff33248781..184771f513f419117af53893635fda2a63a0337d 100755 --- a/04c_TrainModels_RBF.py +++ b/04c_TrainModels_RBF.py @@ -4,8 +4,8 @@ import time from models.RBFInterpolator import RadialBasisRegressionModel models = { - # 'radialBasisMod_Linear': RadialBasisRegressionModel(), - 'radialBasisMod_thinplatespline': RadialBasisRegressionModel(), + 'radialBasisMod_Linear': RadialBasisRegressionModel(), + # 'radialBasisMod_thinplatespline': RadialBasisRegressionModel(), # 'radialBasisMod_cubic': RadialBasisRegressionModel(), # 'radialBasisMod_quintic': RadialBasisRegressionModel(), # 'radialBasisMod_multiquadric': RadialBasisRegressionModel(), @@ -16,19 +16,19 @@ models = { Kernel = [ 'linear', - 'thin_plate_spline', - 'cubic', - 'quintic', - 'multiquadric', - 'inverse_multiquadric', + # 'thin_plate_spline', + # 'cubic', + # 'quintic', + # 'multiquadric', + # 'inverse_multiquadric', # 'inverse_quadratic', - 'gaussian', + # 'gaussian', ] # Training for different number od POD modes -R = np.linspace(1, 5, 5, dtype=int) +R = np.linspace(1, 21, 21, dtype=int) -for model_name in models: +for i, model_name in enumerate(models): print(f'Model: \t\t\t{model_name}') model = models[model_name] @@ -43,7 +43,7 @@ for model_name in models: # Train model and measure time time_train_start = time.time() - model_velocity, model_pressure = model.train(X_r_velocity, X_r_pressure) + model_velocity, model_pressure = model.train(X_r_velocity, X_r_pressure, kernel=Kernel[i]) time_train_end = time.time() time_train.append(time_train_end - time_train_start) diff --git a/06_VisualizeTimings.py b/06_VisualizeTimings.py new file mode 100755 index 0000000000000000000000000000000000000000..3402fd31ab451b98a49c8471bfdbb6a39797e665 --- /dev/null +++ b/06_VisualizeTimings.py @@ -0,0 +1,91 @@ +import numpy as np +import matplotlib as mpl +import matplotlib.pyplot as plt + +mpl.rcParams['axes.grid'] = True +mpl.rcParams['axes.labelsize'] = 12 +mpl.rcParams['figure.labelsize'] = 'small' +mpl.rcParams['font.size'] = 12.0 +mpl.rcParams['legend.fontsize'] = 'medium' +mpl.rcParams['legend.markerscale'] = 1.0 +mpl.rcParams['lines.linewidth'] = 2 +mpl.rcParams['lines.markersize'] = 6.0 +savefig_directory = 'Results/Figures/' +mpl.rcParams['savefig.format'] = 'pdf' +mpl.rcParams['xtick.labelsize'] = 12 +mpl.rcParams['ytick.labelsize'] = 12 + +models = [ + 'linregMod', + 'gaussianProcessMod_DotWhite', + 'gaussianProcessMod_RBF', + 'gaussianProcessMod_Matern', + 'gaussianProcessMod_RationalQuadratic', + 'gaussianProcessMod_ExpSineSquared', + 'radialBasisMod_Linear', + 'radialBasisMod_thinplatespline', + 'radialBasisMod_cubic', + 'radialBasisMod_quintic', + 'radialBasisMod_multiquadric', + 'radialBasisMod_inversemultiquadric', + 'radialBasisMod_inversequadratic', + 'radialBasisMod_gaussian', +] + +label_names = [ + 'Linear Regression', + 'Gaussian Process DotWhite', + 'Gaussian Process RBF', + 'Gaussian Process Matern', + 'Gaussian Process RationalQuadratic', + 'Gaussian Process ExpSineSquared', + 'Radial Basis Linear', + 'Radial Basis ThinPlateSpline', + 'Radial Basis Cubic', + 'Radial Basis Quintic', + 'Radial Basis MultiQuadric', + 'Radial Basis InverseMultiQuadric', + 'Radial Basis InverseQuadratic', + 'Radial Basis Gaussian', +] + +TrainingTime = np.loadtxt('Data/train/SimTime_s.txt') +TestTime = np.loadtxt('Data/test/SimTime_s.txt') + +fig, axs = plt.subplots(1, 1, figsize=(3.54*4, 3.54*2)) +for model in models: + data = np.load(f'models/trained_models/{model}/MetaData.npz') + R = data['R'] + time_train = data['time_train'] + + axs.plot(R, time_train, '-o', label=label_names[models.index(model)]) +axs.set_xlabel('Number of POD modes') +# axs.set_xticks(R, labelrotation=45) +for tick in axs.get_xticklabels(): + tick.set_rotation(45) +axs.set_ylabel('Time [s]') +axs.legend(loc='center left', bbox_to_anchor=(1, 0.5)) +fig.suptitle(f'Time Gismo: Training ({TrainingTime:.2f}s) and Testing ({TestTime:.2f}s)') +fig.tight_layout() +fig.savefig(f'{savefig_directory}TrainingTime_full.pdf') +fig.show() + +fig, axs = plt.subplots(1, 1, figsize=(3.54*4, 3.54*2)) +for model in models: + if model in ['gaussianProcessMod_DotWhite', 'gaussianProcessMod_RationalQuadratic']: + continue + data = np.load(f'models/trained_models/{model}/MetaData.npz') + R = data['R'] + time_train = data['time_train'] + + axs.plot(R, time_train, '-o', label=label_names[models.index(model)]) +axs.set_xlabel('Number of POD modes') +# axs.set_xticks(R, labelrotation=45) +for tick in axs.get_xticklabels(): + tick.set_rotation(45) +axs.set_ylabel('Time [s]') +axs.legend(loc='center left', bbox_to_anchor=(1, 0.5)) +fig.suptitle(f'Time Gismo: Training ({TrainingTime:.2f}s) and Testing ({TestTime:.2f}s)') +fig.tight_layout() +fig.savefig(f'{savefig_directory}TrainingTime.pdf') +fig.show() diff --git a/Results/Figures/TrainingTime.pdf b/Results/Figures/TrainingTime.pdf new file mode 100755 index 0000000000000000000000000000000000000000..3261a14d81e5f3ae13be07fba27785f9020214c9 Binary files /dev/null and b/Results/Figures/TrainingTime.pdf differ diff --git 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