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:ambulance: Fix memory growth amongst multiple GPU

Open DaemonOnCode opened this issue 4 years ago • 0 comments

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

DaemonOnCode avatar Aug 24 '21 04:08 DaemonOnCode