Wandb

:bug: Bug Fix

- Fix regression seen with python 3.5
- Silence vendored watchdog warnings on mac

:nail_care: Enhancement

- Artifacts now support parallel writers for large distributed workflows.
- Artifacts support distributed tables for dataset visualization.
- Improvements to PR templates
- Added more type annotations
- Vendored watchdog 0.9.0 removing it as a dependency
- New documentation generator
- Public api now has `file.direct_url` to avoid redirects for signed urls.

:bug: Bug Fix

- Allow `config-defaults.yaml` to be overwritten when running sweeps
- General bug fixes and improvements to `wandb verify`
- Disabled widgets in Spyder IDE
- Fixed WANDB_SILENT in Spyder IDE
- Reference file:// artifacts respect the `name` attribute.

:nail_care: Enhancement

- Add `wandb verify` to troubleshoot local installs

:bug: Bug Fix

- Fix tensorboard_sync issue writing to s3
- Prevent git secrets from being stored
- Disable verbose console messages when using moviepy
- Fix artifacts with checkpoints to be more robust when overwriting files
- Fix artifacts recycled id issue

:nail_care: Enhancement

- Add wandb.Audio support to Artifacts

:bug: Bug Fix

- Fix wandb config regressions introduced in 0.10.13
- Rollback changes supporting media with slashes in keys

:nail_care: Enhancement

- Add support for Mac M1 GPU monitoring
- Add support for TPU monitoring
- Add setting to disable sagemaker integration

:bug: Bug Fix

- Fix tensorboard_sync with tensorboardX and tf1
- Fix issues logging images with slashes
- Fix custom charts issues
- Improve error messages using `wandb pull`
- Improve error messages with `wandb.Table()`
- Make sure silent mode is silent
- Fix `wandb online` to renable logging
- Multiple artifact fixes

:nail_care: Enhancement

- Add Artifact.used_by and Artifact.logged_by
- Validate type consistency when logging Artifacts
- Enhance JoinedTable to not require downloaded assets
- Add ability to recursively download dependent artifacts
- Enable gradient logging with keras and tf2+
- Validate pytorch models are passed to wandb.watch()
- Improved docstrings for public methods / objects
- Warn when image sequences are logged with different sizes

:bug: Bug Fix

- Fix incorrectly generated filenames in summary
- Fix anonymous mode to include the api key in URLs
- Fix pickle issue with disabled mode
- Fix artifact from_id query
- Fix handling of Tables with different image paths