Add Katib metric strategies info #2316
Merged
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
|
This change is |
andreyvelich
force-pushed
the
issue-1310-metrics-strategies-info
branch
from
6927b20
to
4055a54
Compare
|
[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: andreyvelich The full list of commands accepted by this bot can be found here. The pull request process is described here
Needs approval from an approver in each of these files:
Approvers can indicate their approval by writing |
andreyvelich
changed the title
|
This PR is ready. |
8bitmp3
reviewed
Nov 11, 2020
| @@ -64,14 +64,45 @@ These are the fields in the experiment configuration spec: | |||
| how the hyperparameters work with the model. | |||
| Katib records the value of the best `objectiveMetricName` metric (maximized | |||
| or minimized based on `type`) and the corresponding hyperparameter set | |||
| in Experiment's `.status.currentOptimalTrial.parameterAssignments`. | |||
| in experiment's `.status.currentOptimalTrial.parameterAssignments`. | |||
There was a problem hiding this comment.
Suggested change
| in experiment's `.status.currentOptimalTrial.parameterAssignments`. | |
| in the experiment's `.status.currentOptimalTrial.parameterAssignments`. |
8bitmp3
reviewed
Nov 11, 2020
| - When the objective `type` is `minimize`, Katib compares all minimum | ||
| metric values. | ||
|
|
||
| You are able to change the default mechanism. For that, define |
There was a problem hiding this comment.
Suggested change
| You are able to change the default mechanism. For that, define | |
| To change the default settings, define |
8bitmp3
reviewed
Nov 11, 2020
| `additionalMetricNames`. The experiment's objective value is calculated in | ||
| accordance with the selected strategy. | ||
|
|
||
| For example, if you set the below parameters in your experiment: |
There was a problem hiding this comment.
Suggested change
| For example, if you set the below parameters in your experiment: | |
| For example, you can set the parameters in your experiment as follows: |
8bitmp3
reviewed
Nov 11, 2020
| . . . | ||
| ``` | ||
|
|
||
| Katib controller is searching for the best maximum from the all latest |
There was a problem hiding this comment.
Suggested change
| Katib controller is searching for the best maximum from the all latest | |
| where the Katib controller is searching for the best maximum from the all latest |
andreyvelich
commented
Nov 11, 2020
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
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.
Fixes: kubeflow/katib#1310.
Blocked by: #2312.
I added doc about
metricStrategiesin Objective section./assign @johnugeorge @gaocegege
/cc @8bitmp3