TorchLiter

API Overview

Modules

• torchliter
• torchliter.engine
• torchliter.engine.auto
• torchliter.engine.base
• torchliter.engine.buffers
• torchliter.engine.events
• torchliter.engine.utils
• torchliter.exception: Exceptions used by the Engine class.
• torchliter.factory
• torchliter.factory.registry
• torchliter.factory.utils
• torchliter.stub
• torchliter.utils
• torchliter.writer

Classes

• auto.AutoEngine: AutoEngine class.
• auto.Cart: The Cart helper object that temporarily stores the engine components and
• base.EngineBase: Base class of Engine classes.
• buffers.BufferBase: Buffer base class.
• buffers.ExponentialMovingAverage: Exponential Moving Average of a series of Tensors.
• buffers.ScalarSmoother: Rolling average of a stream of scalars.
• buffers.ScalarSummaryStatistics: Store the scalars and compute statistics.
• buffers.SequenceContainer: Sequence container Ingests new values and extends self.value
• buffers.VectorSmoother: Exponential moving average of n-dim vector:
• events.Engine: Engine with Event Handler plugin.
• events.EventCategory: An enumeration.
• events.EventHandler: Base Class for Event Handlers.
• events.PostEpochHandler: Hanldes events when a new epoch finishes.
• events.PostIterationHandler: Handles events after each iteration.
• events.PreEpochHandler: Hanldes events when a new epoch starts.
• events.PreIterationHandler: Handles events before each iteration.
• exception.BadBatchError: BadBatchError Exception, subclass of ContinueIteration.
• exception.BreakIteration: BreakIteration Exception.
• exception.ContinueIteration: ContinueIteration Exception.
• exception.EarlyStopping: EarlyStopping, subclass of StopEngine.
• exception.FoundNanError: FoundNanError, subclass of StopEngine.
• exception.GradientExplosionError: GradientExplosionError, subclass of StopEngine.
• exception.StopEngine: StopEngine Exception, subclass of BreakIteration.
• registry.FactoryRecord: Factory record object.
• stub.Evaluate: Evaluation stub.
• stub.Lambda: General action stub.
• stub.StubBase: Base class for Stubs.
• stub.Train: Train stub.
• writer.CSVWriter: CSV writer.

Functions

• utils.to_buffer: Returns a decorator that push the updates to corresponding buffers.
• registry.register_factory
• utils.get_md5_hash
• utils.build_instance_from_dict: Params:
• utils.get_object_from_module
• utils.get_progress_bar
• utils.instantiate_class

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