nuluh/thesis
1
0
Fork 0
Code Issues 47 Pull Requests Actions Packages Projects Releases 1 Wiki Activity

[FEAT] Time elapsed for training and inference #101

New Issue
Open
opened 2025-07-25 12:38:47 +00:00 by nuluh · 0 comments
nuluh commented 2025-07-25 12:38:47 +00:00 (Migrated from github.com)
Copy Link

Problem Statement

Currently, there is no systematic way to report or compare the time taken by different algorithms/models during both training and inference. This makes it difficult to evaluate and select models based on their efficiency.

Proposed Solution

Integrate timing measurement utilities in both the training and inference stages. Automatically log and report the elapsed time for each model/algorithm, and present the results in a comparative format (such as a table or chart).

Alternatives Considered

No response

Component

Jupyter Notebook

Priority

High (significantly improves workflow)

Implementation Ideas

No response

Expected Benefits

This will allow for objective and consistent comparison between algorithms/models, making it easier to select the most efficient option for deployment and reporting in the thesis.

Additional Context

No response

### Problem Statement Currently, there is no systematic way to report or compare the time taken by different algorithms/models during both training and inference. This makes it difficult to evaluate and select models based on their efficiency. ### Proposed Solution Integrate timing measurement utilities in both the training and inference stages. Automatically log and report the elapsed time for each model/algorithm, and present the results in a comparative format (such as a table or chart). ### Alternatives Considered _No response_ ### Component Jupyter Notebook ### Priority High (significantly improves workflow) ### Implementation Ideas _No response_ ### Expected Benefits This will allow for objective and consistent comparison between algorithms/models, making it easier to select the most efficient option for deployment and reporting in the thesis. ### Additional Context _No response_
Sign in to join this conversation.
No Branch/Tag Specified
Branches Tags
Labels
Clear labels
bug
Something isn't working
 critical
Block Progress
 documentation
Improvements or additions to documentation
 documentclass
Improvements or additions to LaTeX documentclass
 duplicate
This issue or pull request already exists
 enhancement
New feature or request
 good first issue
Good for newcomers
 help wanted
Extra attention is needed
 invalid
This doesn't seem right
 latex
Related to the writings
 question
Further information is requested
 wontfix
This will not be worked on
No Label enhancement
Milestone
No items
No Milestone
Projects
Clear projects
No project
Assignees
Clear assignees
nuluh
No Assignees
1 Participants
Notifications
Due Date
No due date set.
Dependencies

No dependencies set.

Reference: nuluh/thesis#101
Delete Branch "%!s()"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?