pypi wandb 0.17.0
v0.17.0

latest releases: 0.28.2, 0.28.1, 0.28.0...
2 years ago

What's Changed

Added

  • The wandb package now includes the wandb-core binary (@timoffex in #7381)
    • wandb-core is a new and improved backend for the W&B SDK that focuses on performance, versatility, and robustness.
    • Currently, it is opt-in. To start using the new backend, add wandb.require("core") to your script after importing wandb.
  • wandb-core now supports Artifact file caching (@moredatarequired in #7364 and #7366)
  • Added artifact_exists() and artifact_collection_exists() methods to Api to check if an artifact or collection exists (@amusipatla-wandb in #7483)
  • wandb launch -u <git-uri | local-path> creates and launches a job from the given source code (@bcsherma in #7485)

Fixed

  • Prevent crash on run.summary for finished runs (@dmitryduev in #7440)
  • Correctly report file upload errors when using wandb-core (@moredatarequired in #7196)
  • Implemented a stricter check for AMD GPU availability (@dmitryduev in #7322)
  • Fixed run.save() on Windows (@timoffex in #7412)
  • Show a warning instead of failing when using registries other than ECR and GAR with the Kaniko builder (@TimH98 in #7461)
  • Fixed wandb.init() type signature including None (@timoffex in #7563)

Changed

  • When using wandb-core need to specify a required flag (wandb.require("core")) to enable it, before it was picked up automatically (@kptkin in #7228)
  • Use ETags instead of MD5 hashes for GCS reference artifacts (@moredatarequired in #7337)

Removed

  • Removed the deprecated wandb.plots.* functions and top-level third-party integrations wandb.[catboost,fastai,keras,lightgbm,sacred,xgboost]. Please use wandb.plot instead of wandb.plots and wandb.integration.[catboost,fastai,keras,lightgbm,sacred,xgboost] instead of wandb.[catboost,fastai,keras,lightgbm,sacred,xgboost] (@dmitryduev in #7552)
  • Removed the [async] extra and the _async_upload_concurrency_limit setting (@moredatarequired in #7416)
  • Removed undocumented settings: _except_exit and problem (@timoffex in #7563)

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