-Tidying up tflite conversion code

Evaluate_TUT2017.py

@@ -54,24 +54,33 @@ def Evaluate_TUT2017_With_Model(model_file_path):
     #ModelFunctions.Generate_Model_Graphs(X_test, model_file_path, __models_dir)
     #ModelFunctions.Generate_Ground_Truth_Graphs(Y_test, __models_dir)
 
-if __name__ == '__main__':
-    #for i in range(100):
-        #Evaluate_TUT2017_With_Model("/Users/charles/Documents/MINDS/Year1/6003_Project/local_testing/models_from_iridis/Model_CH_12/Model_CH_12__05_06_23_58_09.tf")
-        #Evaluate_TUT2017_With_Model("/Users/charles/Documents/MINDS/Year1/6003_Project/local_testing/models_from_iridis/Model_ES_05/Model_ES_05__04_22_01_34_08.tf")
-        #Evaluate_TUT2017_With_Model("/mainfs/cdt/models/Model_CH_12/Model_CH_12__05_06_23_58_09.tf")
-
+def convert_to_tflite():
     binary_model = "/home/charles/Documents/MINDS/Year1/Interdisciplinary_Project_6003/PyProjects/localtesting/models/Model_CH_12/Model_CH_12__05_06_23_43_52.tf"
     fp_model = "/home/charles/Documents/MINDS/Year1/Interdisciplinary_Project_6003/PyProjects/localtesting/models/Model_CH_13/Model_CH_13__05_19_17_45_00.tf"
+
     #Load the Model
-    saved_model = tf.keras.models.load_model(binary_model)
+    saved_model_binary = tf.keras.models.load_model(binary_model)
+    saved_model_fp = tf.keras.models.load_model(fp_model)
 
     # Converting a tf.Keras model to a TensorFlow Lite model.
-    #converter = tf.lite.TFLiteConverter.from_keras_model(saved_model)
-    #tflite_model = converter.convert()
+    converter_fp = tf.lite.TFLiteConverter.from_keras_model(saved_model_fp)
+    tflite_model_fp = converter_fp.convert()
 
     import larq_compute_engine
-    tflite_model = larq_compute_engine.convert_keras_model(saved_model)
+    tflite_model_binary = larq_compute_engine.convert_keras_model(saved_model_binary)
 
-    # Save the model.
+    # Save the binary model.
     with open('model_binary.tflite', 'wb') as f:
-        f.write(tflite_model)
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+        f.write(tflite_model_binary)
+
+    # Save the fp model.
+    with open('model_fp.tflite', 'wb') as f:
+        f.write(tflite_model_fp)
+
+if __name__ == '__main__':
+    #for i in range(100):
+        #Evaluate_TUT2017_With_Model("/Users/charles/Documents/MINDS/Year1/6003_Project/local_testing/models_from_iridis/Model_CH_12/Model_CH_12__05_06_23_58_09.tf")
+        #Evaluate_TUT2017_With_Model("/Users/charles/Documents/MINDS/Year1/6003_Project/local_testing/models_from_iridis/Model_ES_05/Model_ES_05__04_22_01_34_08.tf")
+        #Evaluate_TUT2017_With_Model("/mainfs/cdt/models/Model_CH_12/Model_CH_12__05_06_23_58_09.tf")
+
+    convert_to_tflite()
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