Skip to content

Enable checkpointing in TensorFlow plugin (CPU only)#5334

Merged
szkarpinski merged 7 commits intoNVIDIA:mainfrom
szkarpinski:tf-cpt
Feb 27, 2024
Merged

Enable checkpointing in TensorFlow plugin (CPU only)#5334
szkarpinski merged 7 commits intoNVIDIA:mainfrom
szkarpinski:tf-cpt

Conversation

@szkarpinski
Copy link
Collaborator

@szkarpinski szkarpinski commented Feb 23, 2024

Category:

New feature (non-breaking change which adds functionality)

Description:

This PR adds checkpointing support for TensorFlow plugin (only for CPU datasets). DALIDataset is now compatible with TF checkpointing . SaveInternal and RestoreInternal methods were implemented.

DALIDatasetWithInputs is not supported yet.

Additional information:

Affected modules and functionalities:

dali_dataset_op.cc

Key points relevant for the review:

Tests:

  • Existing tests apply
  • New tests added
    • Python tests
    • GTests
    • Benchmark
    • Other
  • N/A

Checklist

Documentation

  • Existing documentation applies
  • Documentation updated
    • Docstring
    • Doxygen
    • RST
    • Jupyter
    • Other
  • N/A

DALI team only

Requirements

  • Implements new requirements
  • Affects existing requirements
  • N/A

REQ IDs: N/A

JIRA TASK: DALI-3750

@szkarpinski szkarpinski marked this pull request as ready for review February 23, 2024 15:12
@szkarpinski
Copy link
Collaborator Author

!build

@dali-automaton
Copy link
Collaborator

CI MESSAGE: [13110161]: BUILD STARTED

@dali-automaton
Copy link
Collaborator

CI MESSAGE: [13110161]: BUILD FAILED

Signed-off-by: Szymon Karpiński <skarpinski@nvidia.com>
Signed-off-by: Szymon Karpiński <skarpinski@nvidia.com>
Signed-off-by: Szymon Karpiński <skarpinski@nvidia.com>
Signed-off-by: Szymon Karpiński <skarpinski@nvidia.com>
Signed-off-by: Szymon Karpiński <skarpinski@nvidia.com>
Signed-off-by: Szymon Karpiński <skarpinski@nvidia.com>
@szkarpinski
Copy link
Collaborator Author

!build

@dali-automaton
Copy link
Collaborator

CI MESSAGE: [13116159]: BUILD STARTED

@dali-automaton
Copy link
Collaborator

CI MESSAGE: [13116159]: BUILD FAILED

Signed-off-by: Szymon Karpiński <skarpinski@nvidia.com>
@szkarpinski
Copy link
Collaborator Author

!build

@dali-automaton
Copy link
Collaborator

CI MESSAGE: [13119222]: BUILD STARTED

@dali-automaton
Copy link
Collaborator

CI MESSAGE: [13119222]: BUILD PASSED

@szkarpinski szkarpinski merged commit 1d362af into NVIDIA:main Feb 27, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

4 participants