studioml/studio

Issues

• Support user-defined mutable artifacts for experiment.

  #480 opened 3 years ago by andreidenissov-cog
  0

• Support local task queues for external evaluation workers.

  #478 opened 3 years ago by andreidenissov-cog
  0

• Detect bad RabbitMQ credentials on queue creation.

  #474 opened 4 years ago by andreidenissov-cog
  0

• Put package structure into StudioML code base.

  #472 opened 4 years ago by andreidenissov-cog
  0

• Improve KeyboardInterrupt handling.

  #466 opened 4 years ago by andreidenissov-cog
  0

• Remove use of GNU-licensed Python libraries.

  #464 opened 4 years ago by andreidenissov-cog
  0

• Improve performance and management of workload storage handlers.

  #460 opened 4 years ago by andreidenissov-cog
  1

• Support for persistent workload queues.

  #461 opened 4 years ago by andreidenissov-cog
  0

• Switch to using Python libraries for tar/untar file processing.

  #455 opened 4 years ago by andreidenissov-cog
  0

• Fix HTTP artifacts database provider.

  #453 opened 4 years ago by andreidenissov-cog
  0

• Allow studio/completion service to clean up after itself better

  #391 opened 5 years ago by d1donlydfink
  0

• Change boto3 based functions for Google Cloud Storage compatability

  #448 opened 4 years ago by karlmutch
  0

• Allow external dependencies policies in StudioML.

  #445 opened 4 years ago by andreidenissov-cog
  1

• Factor out CompletionService into its own library

  #396 opened 4 years ago by d1donlydfink
  1

• Remove studioml dependency on Keras and TensorFlow.

  #439 opened 4 years ago by andreidenissov-cog
  1

• Allow studioml to use external experiment payload builders.

  #443 opened 4 years ago by andreidenissov-cog
  0

• Improve error reporting for artifacts upload/download.

  #441 opened 4 years ago by andreidenissov-cog
  0

• Clean up studioml dependencies.

  #437 opened 4 years ago by andreidenissov-cog
  0

• Fix experiment setup for DB provider and Artifact store.

  #434 opened 4 years ago by andreidenissov-cog
  0

• Refactor studioml code to prepare splitting out Completion Service to different implementation.

  #432 opened 4 years ago by andreidenissov-cog
  0

• Specify experiment workload dependencies explicitly.

  #430 opened 5 years ago by andreidenissov-cog
  0

• Cleanup studioml Python dependencies.

  #428 opened 5 years ago by andreidenissov-cog
  0

• Lock boto3 dependency version.

  #418 opened 5 years ago by andreidenissov-cog
  0

• Better log volume management.

  #425 opened 5 years ago by andreidenissov-cog
  0

• Provide experiment workload digital signing.

  #424 opened 5 years ago by andreidenissov-cog
  0

• Potential race condition between Studio API and RabbitMQ event loop.

  #422 opened 5 years ago by andreidenissov-cog
  0

• Add bibtex file

  #419 opened 5 years ago by karlmutch
  0

• RMQ queues left undeleted after experiment run.

  #415 opened 5 years ago by andreidenissov-cog
  0

• Local queue should not timeout on getting new message.

  #412 opened 5 years ago by andreidenissov-cog
  1

• Provide experiment workload encryption.

  #414 opened 5 years ago by andreidenissov-cog
  0

• Reschedule failed workloads in local StudioML configuration.

  #411 opened 5 years ago by andreidenissov-cog
  0

• Log reprinter should stop when Completion service is shutdown.

  #409 opened 5 years ago by andreidenissov-cog
  0

• Local tasks queue needs "deleted" state.

  #407 opened 5 years ago by andreidenissov-cog
  0

• All message queue (sub)classes must implement shutdown() API.

  #405 opened 5 years ago by andreidenissov-cog
  0

• Completion service should shutdown its transport jobs queue.

  #403 opened 5 years ago by andreidenissov-cog
  0

• studio tends to pull in tensorflow==1.14.0, should pull in at least 1.15.2

  #392 opened 5 years ago by d1donlydfink
  1

• studioml wants PyYAML==5.2 as dependency, but gives a warning message

  #390 opened 5 years ago by d1donlydfink
  1

• studio tends to uninstall pip==20.0.2 in favor of pip==19.0.3

  #393 opened 5 years ago by d1donlydfink
  1

• Consider updating to latest version of pika

  #395 opened 5 years ago by d1donlydfink
  1

• Completion Service file spec interface should be more robust

  #394 opened 5 years ago by d1donlydfink
  1

• Consistency between local and distributed completion service file specifications

  #397 opened 5 years ago by d1donlydfink
  0

• Studio Ml future roadmap

  #389 opened 5 years ago by arita37
  2

• Implement local storage/database mode for studioml users.

  #386 opened 5 years ago by andreidenissov-cog
  0

• pip python module needs version control

  #388 opened 5 years ago by karlmutch
  0

• Alternate endpoint handling in local Python Completion Service execution

  #381 opened 5 years ago by d1donlydfink
  0

• Disable the use of Python 2, Mitigate the tensorflow CVE for versions prior to 1.15.2

  #382 opened 5 years ago by karlmutch
  0

• Python runtime versions not explicit enough

  #375 opened 5 years ago by karlmutch
  0

• Update pika dependency to 0.13.1

  #377 opened 5 years ago by d1donlydfink
  0

• _metadata artifacts are not updated

  #378 opened 5 years ago by karlmutch
  0

• Per artifact credentials

  #374 opened 6 years ago by karlmutch
  0