update

Author: Yang Liu

README.md

@@ -71,6 +71,12 @@ If you want to visualize during training, run in your terminal:
 $ tensorboard --logdir runs
 ```
 
+![image](https://github.com/foamliu/Speech-Transformer/raw/master/images/learning_rate.jpg)
+
+![image](https://github.com/foamliu/Speech-Transformer/raw/master/images/train_loss.jpg)
+
+![image](https://github.com/foamliu/Speech-Transformer/raw/master/images/valid_loss.jpg)
+
 ### Demo
 Pick 10 random test examples from test set:
 ```bash

README.t

@@ -71,6 +71,12 @@ If you want to visualize during training, run in your terminal:
 $ tensorboard --logdir runs
 ```
 
+![image](https://github.com/foamliu/Speech-Transformer/raw/master/images/learning_rate.jpg)
+
+![image](https://github.com/foamliu/Speech-Transformer/raw/master/images/train_loss.jpg)
+
+![image](https://github.com/foamliu/Speech-Transformer/raw/master/images/valid_loss.jpg)
+
 ### Demo
 Pick 10 random test examples from test set:
 ```bash