theAIGuysCode / Object-Detection-API

Yolov3 Object Detection implemented as APIs, using TensorFlow and Flask

Apache License 2.0

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:ambulance: Fix memory growth amongst multiple GPU #29

Open DaemonOnCode opened 3 years ago

DaemonOnCode commented 3 years ago

Description

While dealing with multiple GPUs, Memory Growth needs to be constant tf.config.set_visible_devices(physical_devices[0:1], 'GPU')

Reference

https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/framework/config.py

Type of change

Please delete options that are not relevant.

[x] Bug fix (non-breaking change which fixes an issue)
[ ] New feature (non-breaking change which adds functionality)
[x] Breaking change (fix or feature that would cause existing functionality to not work as expected)
[x] This change requires a documentation update

Checklist:

[x] My code follows the style guidelines of this project
[x] I have performed a self-review of my own code
[x] I have commented on my code, particularly in hard-to-understand areas
[ ] I have made corresponding changes to the documentation
[ ] My changes generate no new warnings
[ ] I have added tests that prove my fix is effective or that my feature works
[x] New and existing unit tests pass locally with my changes
[ ] Any dependent changes have been merged and published in downstream modules