Wandb

Latest version: v0.19.9

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0.10.25

Not secure
:bug: Bug Fix

- Fix possible artifact cache race when using parallel artifact reads
- Fix artifact reference when `checksum=False`

:nail_care: Enhancement

- Release `run.define_metric()` to simplify custom x-axis and more
- Add column operators `add_column`, `get_column`, `get_index` to `wandb.Table()`

0.10.24

Not secure
:bug: Bug Fix

- Significant fixes to stdout/stderr console logging
- Prevent excessive network when saving files with policy=`live`
- Fix errors when trying to send large updates (most common with `wandb sync`)

:nail_care: Enhancement

- Automatically generate `run_table` artifact for logged tables
- Add bracket notation to artifacts
- Improve URL validation when specifying server url to `wandb login`

0.10.23

Not secure
:bug: Bug Fix

- Fix logged artifacts to be accessible after wait()
- Fix spell.run integration
- Performance fix syncing console logs with carriage returns
- Fix confusion matrix with class names and unlabeled data

:nail_care: Enhancement

- Add the ability to save artifacts without creating a run
- Add Foreign Table References to wandb.Table
- Allow the same runtime object to be logged to multiple artifacts
- Add experimental `run._define_metric()` support
- Warn and ignore unsupported multiprocess `wandb.log()` calls

0.10.22

Not secure
:bug: Bug Fix

- Fix system metric logging rate in 0.10.x
- Fix Audio external reference issue
- Fix short runs with tensorboard_sync
- Ignore `wandb.init(id=)` when running a sweep
- Sanitize artifact metadata if needed

:nail_care: Enhancement

- Allow syncing of tfevents with `wandb sync --sync-tensorboard`

0.10.21

Not secure
:bug: Bug Fix

- Fix artifact.get() regression since 0.10.18
- Allow 0 byte artifacts
- Fix codesaving and program name reporting

:nail_care: Enhancement

- Added support for glb files for `wandb.Object3D()`
- Added support for external references for `wandb.Audio()`
- Custom chart support tensorboard `pr_curves` plugin
- Support saving entire code directory in an artifact

0.10.20

Not secure
:bug: Bug Fix

- wandb.login() now respects disabled mode
- handle exception when trying to log TPUs in colab

:nail_care: Enhancement

- Add `WANDB_START_METHOD=thread` to support non-multiprocessing
- Add `group` and `job_type` to Run object in the export API
- Improve artifact docstrings

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