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daita-technologies / ai-tools

AI-based tools for the DAITA platform.
http://app.daita.tech
GNU Affero General Public License v3.0
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Bump ray[serve] from 2.0.0 to 2.1.0 #99

Closed dependabot[bot] closed 1 year ago

dependabot[bot] commented 2 years ago

Bumps ray[serve] from 2.0.0 to 2.1.0.

Release notes

Sourced from ray[serve]'s releases.

Ray-2.1.0

Release Highlights

  • Ray AI Runtime (AIR)
    • Better support for Image-based workloads.
      • Ray Datasets read_images() API for loading data.
      • Numpy-based API for user-defined functions in Preprocessor.
    • Ability to read TFRecord input.
      • Ray Datasets read_tfrecords() API to read TFRecord files.
  • Ray Serve:
    • Add support for gRPC endpoint (alpha release). Instead of using an HTTP server, Ray Serve supports gRPC protocol and users can bring their own schema for their use case.
  • RLlib:
    • Introduce decision transformer (DT) algorithm.
    • New hook for callbacks with on_episode_created().
    • Learning rate schedule to SimpleQ and PG.
  • Ray Core:
    • Ray OOM prevention (alpha release).
    • Support dynamic generators as task return values.
  • Dashboard:
    • Time series metrics support.
    • Export configuration files can be used in Prometheus or Grafana instances.
    • New progress bar in job detail view.

Ray Libraries

Ray AIR

💫Enhancements:

  • Improve readability of training failure output (#27946, #28333, #29143)
  • Auto-enable GPU for Predictors (#26549)
  • Add ability to create TorchCheckpoint from state dict (#27970)
  • Add ability to create TensorflowCheckpoint from saved model/h5 format (#28474)
  • Add attribute to retrieve URI from Checkpoint (#28731)
  • Add all allowable types to WandB Callback (#28888)

🔨 Fixes:

  • Handle nested metrics properly as scoring attribute (#27715)
  • Fix serializability of Checkpoints (#28387, #28895, #28935)

📖Documentation:

🏗 Architecture refactoring:

  • Deprecate Checkpoint.to_object_ref and Checkpoint.from_object_ref (#28318)
  • Deprecate legacy train/tune functions in favor of Session (#28856)

Ray Data Processing

🎉 New Features:

... (truncated)

Commits
  • ba03095 Hide the Anyscale promotional button on smaller screens. (#29909)
  • 584863e Add GA tracking to the button; fix a styling issue that prevents drop… (#29880)
  • 35b6f7d Add a Learn about Anyscale link to docs (#29827)
  • be49bde Update docs for prometheus and grafana metrics (#29823) (#29829)
  • 310c9e6 [Test] Fix MacOS test_actors_and_tasks_with_gpus. (#29598)
  • a6a9442 updated
  • 4d5dc37 Added 2.1.0 release log benchmark
  • c5f0aeb [release] Update Ray version to 2.1.0
  • 489a7f4 [ci][release] Fix CI constrain install issue (#29804)
  • 4f5bae3 [ci][cherry-pick] Obey constraints in installing build info dependencies (#29...
  • Additional commits viewable in compare view


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pcaversaccio commented 1 year ago

@dependabot recreate

dependabot[bot] commented 1 year ago

Superseded by #110.