Reduce on Plateau¶

Category: optimization.scheduler.generic
Version: 1.0.0
UUID: c513458b3b906553666af3bcdc7c0426197b4ec40a9ca43e5311fd4ecb9fcd31
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
DeepLab v3 +	`286bc1...`	`optimization.scheduler`
EfficientDet	`4fb384...`	`optimization.scheduler`
U-Net	`ec7f24...`	`optimization.scheduler`
NanoDet	`9f35c1...`	`optimization.scheduler`
UL Yolo v5	`250e4b...`	`optimization.scheduler`
Yolo v5	`cecc57...`	`optimization.scheduler`
Classifier	`13c774...`	`optimization.scheduler`
PSPNet	`c468a4...`	`optimization.scheduler`
SSD	`7511a6...`	`optimization.scheduler`