- added train main function.

- added upload_data main function.
- modified gitignore for azureml.

.gitignore

@@ -171,6 +171,4 @@ ENV/
 # VS Cods
 .vscode
 aml_config/*
-assets/*
-aml_config
-assets
+assets/*

train.py

@@ -57,13 +57,16 @@ def main(args):
 
             # Loop through train dataset batches
             for batch in range(steps_per_epoch):
+
+                # Run train operation
                 loss, accuracy, _, _, _, _ = sess.run(
                     fetches=[graph.loss, graph.accuracy, graph.train_op, graph.update_metrics_op,
                              graph.train_summary_metrics_op, graph.global_step],
                     feed_dict={graph.batch_size: args.batch_size, graph.is_training: True,
                                graph.learning_rate: args.learning_rate, graph.mode_handle: handle_train}
                 )
 
+                # Print performance
                 if batch % 100 == 0:
                     print('Loss: {}, Accuracy: {}'.format(loss, accuracy))
 

upload_data.py

@@ -44,4 +44,4 @@ def get_parser():
     arguments = get_parser().parse_args()
 
     # Run main function
-    main(args=arguments)
+    main(args=arguments)