Reduce on Plateau¶

Category: optimization.scheduler.generic
Version: 1.0.0
UUID: 41f6453b733012b2dadbf968e4af326df4351751a9a90252e1abc426a1f5c147
Execution context: leip_af
Choice Priority: 801.0

Value Parameters¶

Name	Synonyms	Type	Values
Cooldown Period [Epochs]	`optimization.scheduler.cooldown`	scalar	int, min: 0
Epsilon to detect plateau	`optimization.scheduler.plateau_eps`	scalar	float, min: 0.0
Reduction Factor	`optimization.scheduler.learning_rate_reduction_factor`	scalar	float, min: 0.0
Minimum Learning Rate	`optimization.scheduler.min_learning_rate`	scalar	float, min: 0.0
Patience [Epochs]	`optimization.scheduler.patience`	scalar	int, min: 0
Trigger threshold	`optimization.scheduler.threshold`	scalar	float, min: 0.0
Threshold Mode	`optimization.scheduler.threshold_mode`	choice	`rel` `abs`
Verbose	`optimization.scheduler.verbose`	scalar	bool

This component fits into¶

Name	UUID	Synonyms
EfficientDet	`39e6c2...`	`optimization.scheduler`
NanoDet	`447eea...`	`optimization.scheduler`
DeepLab v3 +	`3c98d2...`	`optimization.scheduler`
SSD	`0aefd3...`	`optimization.scheduler`
U-Net	`77f467...`	`optimization.scheduler`
PSPNet	`fcb1a3...`	`optimization.scheduler`
Yolo v5	`033e98...`	`optimization.scheduler`
UL Yolo v5	`338ee9...`	`optimization.scheduler`
Classifier	`1ac7e3...`	`optimization.scheduler`