Reduce on Plateau¶

Category: optimization.scheduler.generic
Version: 1.0.0
UUID: fda2bf539e508f157db42aebbefc8ecf708f9796e318aa5930b5ff3d95386fb5
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
U-Net	`008857...`	`optimization.scheduler`
SSD	`373fd2...`	`optimization.scheduler`
Classifier	`2d40db...`	`optimization.scheduler`
EfficientDet	`43a469...`	`optimization.scheduler`
DeepLab v3 +	`cb855a...`	`optimization.scheduler`
PSPNet	`78c40e...`	`optimization.scheduler`
NanoDet	`70be5a...`	`optimization.scheduler`
UL Yolo v5	`3963c0...`	`optimization.scheduler`
Yolo v5	`a7f08e...`	`optimization.scheduler`