Putting it all together, we learned in the previous section that the complete forward propagation steps in the GRU cell can be given as follows:
- Update Gate:
- Reset Gate:
- Content State:
- Hidden State:
- Output:
Putting it all together, we learned in the previous section that the complete forward propagation steps in the GRU cell can be given as follows: