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RLComponents

burn_train

Struct RLComponents 

Source 
pub struct RLComponents<RLC: RLComponentsTypes> {
    pub num_steps: usize,
    pub checkpoint: Option<usize>,
    pub checkpointer: Option<RLCheckpointer<RLC>>,
    pub grad_accumulation: Option<usize>,
    pub interrupter: Interrupter,
    pub event_processor: RLEventProcessorType<RLC>,
    pub event_store: Arc<EventStoreClient>,
    pub summary: Option<LearnerSummaryConfig>,
}
Available on crate feature rl only.
Expand description

Struct to minimise parameters passed to RLStrategy::train.

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§num_steps: usize

The total number of environment steps.

§checkpoint: Option<usize>

The step number from which to continue the training.

§checkpointer: Option<RLCheckpointer<RLC>>

A checkpointer used to load and save learning checkpoints.

§grad_accumulation: Option<usize>

Enables gradients accumulation.

§interrupter: Interrupter

An Interupter that allows aborting the training/evaluation process early.

§event_processor: RLEventProcessorType<RLC>

An EventProcessor that processes events happening during training and evaluation.

§event_store: Arc<EventStoreClient>

A reference to an EventStoreClient.

§summary: Option<LearnerSummaryConfig>

Config for creating a summary of the learning

Auto Trait Implementations§

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impl<RLC> Freeze for RLComponents<RLC>

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impl<RLC> !RefUnwindSafe for RLComponents<RLC>

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impl<RLC> Send for RLComponents<RLC>

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impl<RLC> !Sync for RLComponents<RLC>

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impl<RLC> Unpin for RLComponents<RLC>

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impl<RLC> UnsafeUnpin for RLComponents<RLC>

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impl<RLC> !UnwindSafe for RLComponents<RLC>

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