Syne Tune

Getting Started

  • Installation
  • What Is Hyperparameter Optimization?
  • First Example
  • Supported HPO Methods
  • Security
  • Citing Syne Tune
  • License

Next Steps

  • Frequently Asked Questions
  • Examples

Tutorials

  • Basics of Syne Tune
  • How to Choose a Configuration Space
  • Using the Built-in Schedulers
  • Multi-Fidelity Hyperparameter Optimization
  • How to Contribute a New Scheduler
  • PASHA: Efficient HPO and NAS with Progressive Resource Allocation
  • Using Syne Tune for Transfer Learning

API docs

  • API Reference
    • benchmarking package
    • nursery package
    • setup module
    • syne_tune package
      • StoppingCriterion
      • Tuner
      • Reporter
      • Subpackages
        • syne_tune.backend package
        • syne_tune.blackbox_repository package
        • syne_tune.callbacks package
        • syne_tune.experiments package
        • syne_tune.optimizer package
        • syne_tune.utils package
      • Submodules
Syne Tune
  • API Reference
  • syne_tune package
  • syne_tune.backend package
  • syne_tune.backend.simulator_backend package
  • View page source

syne_tune.backend.simulator_backend package

Submodules

  • syne_tune.backend.simulator_backend.events module
    • Event
      • Event.trial_id
    • StartEvent
    • CompleteEvent
      • CompleteEvent.status
    • StopEvent
    • OnTrialResultEvent
      • OnTrialResultEvent.result
    • SimulatorState
      • SimulatorState.push()
      • SimulatorState.remove_events()
      • SimulatorState.next_until()
  • syne_tune.backend.simulator_backend.simulator_backend module
    • SimulatorConfig
      • SimulatorConfig.delay_on_trial_result
      • SimulatorConfig.delay_complete_after_final_report
      • SimulatorConfig.delay_complete_after_stop
      • SimulatorConfig.delay_start
      • SimulatorConfig.delay_stop
    • SimulatorBackend
      • SimulatorBackend.time_keeper
      • SimulatorBackend.start_trial()
      • SimulatorBackend.fetch_status_results()
      • SimulatorBackend.busy_trial_ids()
  • syne_tune.backend.simulator_backend.simulator_callback module
    • SimulatorCallback
      • SimulatorCallback.on_tuning_start()
      • SimulatorCallback.on_tuning_sleep()
      • SimulatorCallback.on_tuning_end()
  • syne_tune.backend.simulator_backend.time_keeper module
    • SimulatedTimeKeeper
      • SimulatedTimeKeeper.start_time_stamp
      • SimulatedTimeKeeper.start_of_time()
      • SimulatedTimeKeeper.time()
      • SimulatedTimeKeeper.time_stamp()
      • SimulatedTimeKeeper.advance()
      • SimulatedTimeKeeper.advance_to()
      • SimulatedTimeKeeper.mark_exit()
      • SimulatedTimeKeeper.real_time_since_last_recent_exit()
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