Issue restoring checkpoints with cryptic error message

[quanvuong]

Version

1.40.0

Describe the bug.

I am unable to restore the data iterator checkpoint

The stack trace is below

Traceback (most recent call last):
  File "/home/quan/code/monopi/monopi/model/scripts/train.py", line 660, in <module>
    register_cfg.cli_with_selectable_config(main)
  File "/home/quan/code/monopi/monopi/model/configs/register_config.py", line 3509, in cli_with_selectable_config
    return tyro.cli(f, args=sys.argv[3:])
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/quan/micromamba/envs/monopi/lib/python3.11/site-packages/tyro/_cli.py", line 217, in cli
    return run_with_args_from_cli()
           ^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/quan/code/monopi/monopi/model/scripts/train.py", line 339, in main
    train_state, train_iter, val_iter, mixture, dataset_specs, special_processors = init_train_state_and_dataloader(
                                                                                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/quan/code/monopi/monopi/model/scripts/train.py", line 203, in init_train_state_and_dataloader
    train_iter, val_iter, mixture, specs, special_processors = init_dataloader(
                                                               ^^^^^^^^^^^^^^^^
  File "/home/quan/code/monopi/monopi/model/scripts/train.py", line 155, in init_dataloader
    train_iter, val_iter, mixture, specs, special_processors = dali_iterator.create_dali_iterators(
                                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/quan/code/monopi/monopi/model/data/dali_iterator.py", line 383, in create_dali_iterators
    train_dali_iterator = train_data_iterator_fn(
                          ^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/quan/micromamba/envs/monopi/lib/python3.11/site-packages/nvidia/dali/plugin/jax/iterator.py", line 346, in create_iterator
    return iterator_type(
           ^^^^^^^^^^^^^^
  File "/home/quan/micromamba/envs/monopi/lib/python3.11/site-packages/nvidia/dali/plugin/jax/iterator.py", line 137, in __init__
    _DaliBaseIterator.__init__(
  File "/home/quan/micromamba/envs/monopi/lib/python3.11/site-packages/nvidia/dali/plugin/base_iterator.py", line 215, in __init__
    p.build()
  File "/home/quan/micromamba/envs/monopi/lib/python3.11/site-packages/nvidia/dali/pipeline.py", line 1037, in build
    self._restore_state_from_checkpoint()
  File "/home/quan/micromamba/envs/monopi/lib/python3.11/site-packages/nvidia/dali/pipeline.py", line 1000, in _restore_state_from_checkpoint
    external_ctx_cpt = self._pipe.RestoreFromSerializedCheckpoint(self._checkpoint)
                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
RuntimeError: Assert on "op" failed: The executor doesn't recognize "ExternalSource" as a name of an operator.
The checkpoint might come from another pipeline.
Traceback (most recent call last):
  File "/home/quan/code/monopi/monopi/model/scripts/train.py", line 660, in <module>
    register_cfg.cli_with_selectable_config(main)
  File "/home/quan/code/monopi/monopi/model/configs/register_config.py", line 3509, in cli_with_selectable_config
    return tyro.cli(f, args=sys.argv[3:])
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/quan/micromamba/envs/monopi/lib/python3.11/site-packages/tyro/_cli.py", line 217, in cli
    return run_with_args_from_cli()
           ^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/quan/code/monopi/monopi/model/scripts/train.py", line 339, in main
    train_state, train_iter, val_iter, mixture, dataset_specs, special_processors = init_train_state_and_dataloader(
                                                                                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/quan/code/monopi/monopi/model/scripts/train.py", line 203, in init_train_state_and_dataloader
    train_iter, val_iter, mixture, specs, special_processors = init_dataloader(
                                                               ^^^^^^^^^^^^^^^^
  File "/home/quan/code/monopi/monopi/model/scripts/train.py", line 155, in init_dataloader
    train_iter, val_iter, mixture, specs, special_processors = dali_iterator.create_dali_iterators(
                                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/quan/code/monopi/monopi/model/data/dali_iterator.py", line 383, in create_dali_iterators
    train_dali_iterator = train_data_iterator_fn(
                          ^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/quan/micromamba/envs/monopi/lib/python3.11/site-packages/nvidia/dali/plugin/jax/iterator.py", line 346, in create_iterator
    return iterator_type(
           ^^^^^^^^^^^^^^
  File "/home/quan/micromamba/envs/monopi/lib/python3.11/site-packages/nvidia/dali/plugin/jax/iterator.py", line 137, in __init__
    _DaliBaseIterator.__init__(
  File "/home/quan/micromamba/envs/monopi/lib/python3.11/site-packages/nvidia/dali/plugin/base_iterator.py", line 215, in __init__
    p.build()
  File "/home/quan/micromamba/envs/monopi/lib/python3.11/site-packages/nvidia/dali/pipeline.py", line 1037, in build
    self._restore_state_from_checkpoint()
  File "/home/quan/micromamba/envs/monopi/lib/python3.11/site-packages/nvidia/dali/pipeline.py", line 1000, in _restore_state_from_checkpoint
    external_ctx_cpt = self._pipe.RestoreFromSerializedCheckpoint(self._checkpoint)
                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
RuntimeError: Assert on "op" failed: The executor doesn't recognize "ExternalSource" as a name of an operator.

Minimum reproducible example

No response

Relevant log output

No response

Other/Misc.

No response

Check for duplicates

• I have searched the open bugs/issues and have found no duplicates for this bug report

[szkarpinski]

Hello @quanvuong , thank you for reporting the problem. Can you please share the code that causes this error? This would allow us to reproduce it and investigate.