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Remote filesystem support, estimator fixes

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@tgaddair tgaddair released this 10 Jun 15:57
· 383 commits to master since this release
v0.22.1
93a2f25
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Added

  • Estimator: added support for loading data from S3, GCS, ADLS, and other remote filesystems. (#2927)

  • Estimator: added custom Spark data loader interface. (#2938)

  • LightningEstimator: added support to supply a logger and associated parameter to control the frequency of logging. (#2926)

  • Estimator: added check to ensure all ranks have the same device type. (#2942)

Changed

  • Changed behavior from using TensorBoardLogger to now using it as a fallback if a logger is not supplied. (#2926)

  • Ray: disabled capturing child tasks in placement group. (#2920)

Fixed

  • Fixed hvd.tensorflow.keras.Compression, accidentally removed in v0.22.0. (#2945)

  • TorchEstimator: fixed usage of validation_steps in place of validation_steps_per_epoch. (#2918)

  • TensorFlow: fixed C++ API for TF v2.6.0. (#2932)

  • PyTorch: fixed sparse_allreduce_async for PyTorch v0.10.0. (#2965)

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