From 69d5f63b513735c5bbd5ac5134e947c0dc361514 Mon Sep 17 00:00:00 2001 From: Claudio Maggioni Date: Wed, 9 Jun 2021 15:59:06 +0200 Subject: [PATCH] corrections --- .../nn_task1_bonus/t1_bonus_0001_16.h5 | Bin 0 -> 76592 bytes .../nn_task1_bonus/t1_bonus_0001_64.h5 | Bin 0 -> 133856 bytes .../nn_task1_bonus/t1_bonus_01_16.h5 | Bin 0 -> 76592 bytes .../nn_task1_bonus/t1_bonus_01_64.h5 | Bin 0 -> 133936 bytes .../deliverable/run_task1_bonus.py | 63 ++++++ .../report_Maggioni_Claudio.pdf | Bin 139401 -> 573486 bytes .../report_Maggioni_Claudio.tex | 59 +++++ .../src/{my_civar10.csv => t1.csv} | 0 as2_Maggioni_Claudio/src/t1_bonus_0001_16.csv | 208 ++++++++++++++++++ as2_Maggioni_Claudio/src/t1_bonus_01_16.csv | 22 ++ as2_Maggioni_Claudio/src/t1_bonus_01_64.csv | 34 +++ as2_Maggioni_Claudio/src/t1_bouns_0001_64.csv | 148 +++++++++++++ .../src/{my_vgg16_aug.csv => t2_aug.csv} | 0 .../src/{my_vgg16_noaug.csv => t2_noaug.csv} | 0 as2_Maggioni_Claudio/src/t_test_bonus.py | 22 ++ as2_Maggioni_Claudio/t1_bonus_0001_16.png | Bin 0 -> 123936 bytes as2_Maggioni_Claudio/t1_bonus_0001_64.png | Bin 0 -> 129452 bytes as2_Maggioni_Claudio/t1_bonus_01_16.png | Bin 0 -> 149342 bytes as2_Maggioni_Claudio/t1_bonus_01_64.png | Bin 0 -> 181473 bytes as2_Maggioni_Claudio/t1_plot.png | Bin 17057 -> 19014 bytes as2_Maggioni_Claudio/t2_aug.png | Bin 15379 -> 17160 bytes as2_Maggioni_Claudio/t2_noaug.png | Bin 15783 -> 17259 bytes 22 files changed, 556 insertions(+) create mode 100644 as2_Maggioni_Claudio/deliverable/nn_task1_bonus/t1_bonus_0001_16.h5 create mode 100644 as2_Maggioni_Claudio/deliverable/nn_task1_bonus/t1_bonus_0001_64.h5 create mode 100644 as2_Maggioni_Claudio/deliverable/nn_task1_bonus/t1_bonus_01_16.h5 create mode 100644 as2_Maggioni_Claudio/deliverable/nn_task1_bonus/t1_bonus_01_64.h5 create mode 100644 as2_Maggioni_Claudio/deliverable/run_task1_bonus.py rename as2_Maggioni_Claudio/src/{my_civar10.csv => t1.csv} (100%) create mode 100644 as2_Maggioni_Claudio/src/t1_bonus_0001_16.csv create mode 100644 as2_Maggioni_Claudio/src/t1_bonus_01_16.csv create mode 100644 as2_Maggioni_Claudio/src/t1_bonus_01_64.csv create mode 100644 as2_Maggioni_Claudio/src/t1_bouns_0001_64.csv rename as2_Maggioni_Claudio/src/{my_vgg16_aug.csv => t2_aug.csv} (100%) rename as2_Maggioni_Claudio/src/{my_vgg16_noaug.csv => t2_noaug.csv} (100%) create mode 100644 as2_Maggioni_Claudio/src/t_test_bonus.py create mode 100644 as2_Maggioni_Claudio/t1_bonus_0001_16.png create mode 100644 as2_Maggioni_Claudio/t1_bonus_0001_64.png create mode 100644 as2_Maggioni_Claudio/t1_bonus_01_16.png create mode 100644 as2_Maggioni_Claudio/t1_bonus_01_64.png diff --git a/as2_Maggioni_Claudio/deliverable/nn_task1_bonus/t1_bonus_0001_16.h5 b/as2_Maggioni_Claudio/deliverable/nn_task1_bonus/t1_bonus_0001_16.h5 new file mode 100644 index 0000000000000000000000000000000000000000..933f844cb8b73bb29764de3732f4645ca780eb26 GIT binary patch literal 76592 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(x_train_all, y_train_all), (x_test_all, y_test_all) = cifar10.load_data() + + fil_train = tf.where(y_train_all[:, 0] < num_classes)[:, 0] + fil_test = tf.where(y_test_all[:, 0] < num_classes)[:, 0] + + y_train = y_train_all[fil_train] + y_test = y_test_all[fil_test] + + x_train = x_train_all[fil_train] + x_test = x_test_all[fil_test] + + return (x_train, y_train), (x_test, y_test) + +if __name__ == '__main__': + + _, (x_test, y_test) = load_cifar10() + + x_test_n = x_test / 255 + y_test_n = utils.to_categorical(y_test, 3) + + lrs = ["01", "0001"] + nns = [16, 64] + + for lr in lrs: + for nn in nns: + # Load the trained models + model_task1 = load_model('nn_task1_bonus/t1_bonus_%s_%d.h5' % (lr, nn)) + + # Predict on the given samples + y_pred_task1 = model_task1.predict(x_test_n) + + # Evaluate the missclassification error on the test set + assert y_test_n.shape == y_pred_task1.shape + test_loss, test_accuracy = model_task1.evaluate(x_test_n, y_test_n) # evaluate accuracy with proper function + print("Accuracy model task 1 (%d neurons, 0.%s learning rate):" % (nn, lr), test_accuracy) diff --git a/as2_Maggioni_Claudio/report_Maggioni_Claudio.pdf b/as2_Maggioni_Claudio/report_Maggioni_Claudio.pdf index 2a34cdfda8d560cb0deb76818b075ece50956558..0fed4d8a12fc1f449a7382e1b84a9e9ad7f80af3 100644 GIT binary patch delta 485665 zcmd42Wk3~g*DnkLf`CW~igY&;Qk#@+q@}xCx`q&Gkd|%`>5vYQlJ1t4E(z&)FZ|#4 z{XEZm&d2ix?hnJTXXc8v)-To=(uPv%OF>PgC@Rjx%KQqIYIwYJ8kLjuC8?dEB`O~u zDvPX%t(lWKDeFrfj##X1S}0Gg$MzQ|X7d$;Q``ftl%fQlLCV30H1NfwL9+V8O!Zpj znz*7CghNvWb&}hs!~6)pM57reFSq0EtE22sR-fKx>|7mLdQyZ2+jqE0=Nz$;7Yi}= znJQ|JXl7`G}qtiC;}L!nraFDMWQ+GUv)HYP=@K{$ny z=nML9LhI??f_{sPtB0TadkyFN(gbG<<)Z?u8{X)(OSKuz)aYI+!VXK*A8tKq^zf4B zj-2@Yi`fRFy3xAf!XyWpFBxx`A=$BY!v7uD_2*;obkQW6fyH$Xu{t$du%*Z|>?Zq` zzEZXrj`T~lo-d~`6DF(-o>=^%2UIDz$91x(m<}=V(&l(6D?fUh{pun))d)z|l=nJL zs@=p^6W>>8$l1Q*b{L5d4jGFJkdCXW7j3jKp9(Eg!hJ6(Afpom;hLbV=8azs$=yYG zWIryzJ>2cPIB>88Wn 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Then, in order to run the models with the \texttt{run\_task*.py}, make sure you first \texttt{cd} in the \texttt{deliverable} directory. +Should the script not work, please download the compressed T1 and T2 models from +\url{https://drive.switch.ch/index.php/s/F0ubFgS6PBy8UM5/download} and uncompress the downloaded \texttt{.tar.gz} +file in the \texttt{deliverable/} directory, and then make sure the directories \texttt{deliverable/nn\_task1} and \texttt{deliverable/nn\_task2} +contain 3 \texttt{.h5} files in total. + \maketitle In this assignment you are asked to: @@ -180,6 +185,60 @@ The training and validation accuracy curves for the network is shown below: \caption{Training and validation accuracy curves during fitting for the CIFAR10 classifier} \end{figure} +\subsection{Bonus} + +A plot of the validation loss and accuracy over training epochs for each of the configurations in the grid search are given below. +The plot is useful to understand that for both learning rates chosen, choosing 64 neurons will lead to overfitting, due to the validation +loss being higher than the training loss. This overfitting cannot be easily avoided with the adopted early stopping procedure, since +our implementation monitors validation loss and not validation accuracy. + +The second observation that can be found from the plots is that a smaller learning rate increases the number of epochs needed to achieve convergence +but it also increases the model accuracy and decreases the model loss. + +By running all the models on the test set, using the script \texttt{run\_task1\_bonus.py} in the \texttt{deliverable/} directory, +we obtain the following loss and accuracy: + +\begin{center} +\begin{tabular}{cccc} +\textbf{Learn rate} & \textbf{\# Neurons} & \textbf{Loss} & \textbf{Accuracy} \\\hline +0.01 & 16 & 0.4597 & 0.8117 \\ +0.01 & 64 & 0.4508 & 0.8290 \\ +0.0001 & 16 & 0.4048 & 0.8437 \\ +0.0001 & 64 & 0.4073 & 0.8343 \\ +\end{tabular} +\end{center} + +We choose the third configuration as the optimal one since it has highest accuracy (and lowest loss too). We then perform a T-test +between this model and the one built in the previous section using the script \texttt{src/t\_test\_bonus.py}. + +The T-test gives a T-score of 1.374106, corresponding to a P-value of 0.169511, which makes us accept the null hypothesis therefore +concluding that there is no significant difference between this optimal model and the one trained in the previous section. + +\begin{figure}[H] +\centering + \resizebox{0.75\textwidth}{!}{% + \includegraphics[width=0.25\textwidth]{./t1_bonus_0001_16.png}} +\caption{Training and validation accuracy curves during fitting for the CIFAR10 classifier (0.0001 learning rate, 16 neurons)} +\end{figure} +\begin{figure}[H] +\centering + \resizebox{0.75\textwidth}{!}{% + \includegraphics[width=0.25\textwidth]{./t1_bonus_0001_64.png}} +\caption{Training and validation accuracy curves during fitting for the CIFAR10 classifier (0.0001 learning rate, 64 neurons)} +\end{figure} +\begin{figure}[H] +\centering + \resizebox{0.75\textwidth}{!}{% + \includegraphics[width=0.25\textwidth]{./t1_bonus_01_16.png}} +\caption{Training and validation accuracy curves during fitting for the CIFAR10 classifier (0.01 learning rate, 16 neurons)} +\end{figure} +\begin{figure}[H] +\centering + \resizebox{\textwidth}{!}{% + \includegraphics{./t1_bonus_01_64.png}} +\caption{Training and validation accuracy curves during fitting for the CIFAR10 classifier (0.01 learning rate, 64 neurons)} +\end{figure} + %---------------------------------------------------------------------------------------- % Task 2 %---------------------------------------------------------------------------------------- diff --git a/as2_Maggioni_Claudio/src/my_civar10.csv b/as2_Maggioni_Claudio/src/t1.csv similarity index 100% rename from as2_Maggioni_Claudio/src/my_civar10.csv rename to as2_Maggioni_Claudio/src/t1.csv diff --git a/as2_Maggioni_Claudio/src/t1_bonus_0001_16.csv b/as2_Maggioni_Claudio/src/t1_bonus_0001_16.csv new file mode 100644 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similarity index 100% rename from as2_Maggioni_Claudio/src/my_vgg16_aug.csv rename to as2_Maggioni_Claudio/src/t2_aug.csv diff --git a/as2_Maggioni_Claudio/src/my_vgg16_noaug.csv b/as2_Maggioni_Claudio/src/t2_noaug.csv similarity index 100% rename from as2_Maggioni_Claudio/src/my_vgg16_noaug.csv rename to as2_Maggioni_Claudio/src/t2_noaug.csv diff --git a/as2_Maggioni_Claudio/src/t_test_bonus.py b/as2_Maggioni_Claudio/src/t_test_bonus.py new file mode 100644 index 0000000..724ca3f --- /dev/null +++ b/as2_Maggioni_Claudio/src/t_test_bonus.py @@ -0,0 +1,22 @@ +import joblib +import numpy as np +from keras import models +import scipy.stats + +# Import the accuracy of both models +e_a = 0.856333315372467 # without augmentation +e_b = 0.843666672706604 # with data augmentation + +# # of data points in both test sets +L = 3000 + +# Compute classification variance for both models +s_a = e_a * (1 - e_a) +s_b = e_b * (1 - e_b) + +# Compute Student's T-test +T = (e_a - e_b) / np.sqrt((s_a / L) + 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