DL In Class Exercise 3

Task 1:

Show the Word2Vec graph in Tensorboard

Graph Screenshot:

Task 2:

Show the Word2Vec embedding result in Tensorboard

Embedding Result:

Task 3:

Change some parameters like Learning Rate then see the change in Loss

The learning rate was changed from 1.0 to 1.2. The changes in the loss can be seen as follows:

Overall Loss for LR=1.0 and LR=1.2:

Histogram Loss for LR=1.0 and LR=1.2:

Code Output for LR=1.0 and LR=1.2: