Reduce On Plateau Learning Rate Scheduler

Reduces the learning rate when the first validation metric stops improving for patience epochs. Wraps torch::lr_reduce_on_plateau()

Super classes

mlr3torch::CallbackSet -> mlr3torch::CallbackSetLRScheduler -> CallbackSetLRSchedulerReduceOnPlateau

Methods

Public methods

• CallbackSetLRSchedulerReduceOnPlateau$new()

• CallbackSetLRSchedulerReduceOnPlateau$clone()

Inherited methods

• mlr3torch::CallbackSet$load_state_dict()
• mlr3torch::CallbackSet$print()
• mlr3torch::CallbackSet$state_dict()
• mlr3torch::CallbackSetLRScheduler$on_begin()

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Method new()

Creates a new instance of this R6 class.

Usage

CallbackSetLRSchedulerReduceOnPlateau$new(...)

Arguments

...

(any)
The scheduler-specific initialization arguments.

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Method clone()

The objects of this class are cloneable with this method.

Usage

CallbackSetLRSchedulerReduceOnPlateau$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.