--- a
+++ b/MainDec.py
@@ -0,0 +1,41 @@
+"""
+
+Stefania Fresca, MOX Laboratory, Politecnico di Milano
+April 2019
+
+"""
+
+import os
+os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
+import sys
+sys.stdout = open('*.out', 'w')
+
+import utils
+from DecNet import DecNet
+
+if __name__ == '__main__':
+    config = dict()
+    config['n'] = 3
+    config['n_params'] = 3
+    config['lr'] = 0.0001
+    config['omega_h'] = 0.5
+    config['omega_n'] = 0.5
+    config['batch_size'] = 40
+    config['n_data'] = 49000
+    config['N_h'] = 4096
+    config['n_h'] = 8
+    config['N_t'] = 1000
+    config['train_mat'] = 'data/scar/S_train.mat'
+    config['test_mat'] = 'data/scar/S_test.mat'
+    config['train_params'] = 'data/scar/params_train.mat'
+    config['test_params'] = 'data/scar/params_test.mat'
+    config['checkpoints_folder'] = 'checkpoints'
+    config['graph_folder'] = 'graphs'
+    config['large'] = False
+    config['zero_padding'] = False
+    config['p'] = 0
+    config['restart'] = False                                                      # False with DecNet
+
+    model = DecNet(config)
+    model.build()
+    model.test_all()