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ExternalSource refactoring and fixing #5690

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@mzient mzient commented Oct 24, 2024

Category:

Bug fix (non-breaking change which fixes an issue)
Refactoring (Redesign of existing code that doesn't affect functionality)

Description:

  • fix:
    • ExternalSource: use events from a proper device
    • AccessOrder - set current device when using special handles
  • refactor CachingList
    • use proper "item" wrapper type
    • remove "apprentice" and simplify lookahead logic
    • remove weird make_unique dependence
    • use r-value when recycling
  • refactor ExternalSource
    • store TensorList by value in list items
    • move all iteration data to one structure and queue
    • associate events directly with data items
    • use global event pool and obtain events for proper streams

Additional information:

Affected modules and functionalities:

Key points relevant for the review:

Tests:

  • Existing tests apply
  • New tests added
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    • GTests
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    • Other
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  • 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: N/A

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- refactor CachingList
  - use proper "item" wrapper type
  - remove "apprentice" and simplify lookahead logic
  - remove weird make_unique dependence
  - use r-value when recycling
- refactor ExternalSource
  - store TensorList by value in list items
  - move all iteration data to one structure and queue
  - associate events directly with data items
  - use global event pool and obtain events for proper streams

----

Signed-off-by: Michal Zientkiewicz <[email protected]>
Signed-off-by: Michal Zientkiewicz <[email protected]>
@mzient mzient force-pushed the external_source_refactoring_and_fixes branch from fcbed73 to 717a164 Compare October 25, 2024 12:17
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CI MESSAGE: [19730281]: BUILD STARTED

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int device_id = order.is_device() ? order.device_id() : tl_elm->data.device_id();
cudaEvent_t event = tl_elm->GetCompletionEvent(order.device_id());

if (order.device_id() != device_id_ &&
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This condition is unreadable, can you make it a function with readable name? Like is is_ambiguous_order in access_order.cc?

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@mzient mzient Oct 28, 2024

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Since it's done once per iteration, I think we can afford to just always go with the DeviceGuard. I couldn't make such assumptions in access_order.cc, but here it's quite different.
Alternatively, I can add an "record(cudaEvent_t)" function to AccessOrder - I'd rather not perpetuate the incidental complexity of stream handling in AccessOrder API.

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