This repository has been archived by the owner on Jan 24, 2024. It is now read-only.
[High-Level-API] Update MNIST to use optimizer_func #535
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
sidgoyal78
suggested changes
Jun 6, 2018
02.recognize_digits/README.md
Outdated
| @@ -146,7 +146,7 @@ Here are the quick overview on the major fluid API complements. | |||
| This is where you specify the network flow. | |||
| 1. `train_program`: A function that specify how to get avg_cost from `inference_program` and labels. | |||
| This is where you specify the loss calculations. | |||
| 1. `optimizer`: Configure how to minimize the loss. Paddle supports most major optimization methods. | |||
| 1. `optimizer_func`: Configure how to minimize the loss. Paddle supports most major optimization methods. | |||
There was a problem hiding this comment.
Can we elaborate a bit? I like the description of the train_program. Can we write something like "A function that specifies the configuration of the the optimizer. The optimizer is responsible for minimizing the loss and driving the training. Paddle supports many different optimizers."
02.recognize_digits/README.md
Outdated
| @@ -245,6 +245,15 @@ def train_program(): | |||
| return [avg_cost, acc] | |||
| ``` | |||
|
|
|||
| #### Optimizer Function Configuration | |||
|
|
|||
| In the following `Adam` optimizer, `learning_rate` means the speed at which the network training converges. | |||
There was a problem hiding this comment.
Can we rephrase: learning_rate specifies the learning rate in the optimization procedure.
Sign up for free
to subscribe to this conversation on GitHub.
Already have an account?
Sign in.
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
No description provided.