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talmolab / sleap

A deep learning framework for multi-animal pose tracking.
https://sleap.ai
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Add batch size to GUI for inference #1771

Closed shrivaths16 closed 4 months ago

shrivaths16 commented 4 months ago

Description

Adding the option to choose a batch size for inference in the GUI for an easier way to speed up inference.

Types of changes

Does this address any currently open issues?

[list open issues here]

Outside contributors checklist

Thank you for contributing to SLEAP!

:heart:

coderabbitai[bot] commented 4 months ago

Walkthrough

The get_items_for_inference method in dialog.py and the ItemsForInference class in runners.py were updated to include a batch_size parameter. This ensures that the batch size is considered during the instantiation of ItemsForInference, enhancing the flexibility and efficiency of inference operations.

Changes

File Change Summary
sleap/gui/learning/dialog.py Updated get_items_for_inference method to include batch_size parameter in ItemsForInference.
sleap/gui/learning/runners.py Added batch_size attribute to ItemsForInference class and updated from_video_frames_dict method to accept batch_size.

🐇 In the code where data flows, Batch size now in inference shows. From dialog to runner's space, Efficiency finds its place. With this change, our models gleam, Swift and smart, a coder's dream. 🌟

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codecov[bot] commented 4 months ago

Codecov Report

All modified and coverable lines are covered by tests :white_check_mark:

Project coverage is 74.09%. Comparing base (7ed1229) to head (aee00de). Report is 5 commits behind head on develop.

Additional details and impacted files ```diff @@ Coverage Diff @@ ## develop #1771 +/- ## =========================================== + Coverage 73.30% 74.09% +0.78% =========================================== Files 134 134 Lines 24087 24462 +375 =========================================== + Hits 17658 18124 +466 + Misses 6429 6338 -91 ```

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