Aim

Latest version: v4.0.3

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3.28.0

Not secure
Enhancements:
- Skip metrics check when run is known to yield false result (alberttorosyan)
- Remove metric version check to improve performance of metric retrieval (mihran113)
- Move indexing thread to main process of `aim up` (alberttorosyan)
- Add AimCallback implementation for hugging face distributed runs (VassilisVassiliadis)
- Add py.typed marker to allow usage of existing type annotations (bluenote10)


Fixes:
- Decrease client resources keep-alive time (mihran113)
- Fix connection of data points on epoch alignment (mihran113)
- Resolve issue with adding duplicate tags to the same run (mihran113)
- Improve error messages for remote tracking server (mihran113)
- Fix spurious assertion error in message stream parsing (qzed)
- Correct indentation on query proxy object return statement (alberttorosyan)
- Fix typing issues in S3ArtifactStorage implementation (sbatchelder)

3.27.0

Not secure
Enhancements:
- Enable custom boto3 client parameters for `S3ArtifactStorage` (sbatchelder)
- Return `None` for `run.artifact_uri` if not set (sbatchelder)
- Enable custom contexts for `PytorchLightning` logger (sbatchelder)

Fixes:
- Fix aggregated metrics' computations (mihran113)
- Fix bug in RunStatusReporter raising non-deterministic RuntimeError exception (VassilisVassiliadis)
- Fix tag addition issue from parallel runs (mihran113)
- Handle `StopIteration` exception in iter_sequence_info_by_type method (alberttorosyan)

3.26.1

Not secure
- Re-upload after PyPI size limitation fix

3.26.0

Enhancements:
- Improved performance of metric queries by sequence metadata separation (alberttorosyan)
- Add statistics dump script for basic troubleshooting (alberttorosyan)

3.25.1

Not secure
- Fix corruption marking on empty index db (mihran113)

3.25.0

Not secure
Enhancements:
- Add ability to create reports (mihran113)
- Add support for self-signed SSL certificates (mihran113)

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