Optimizer¶

Category: optimization.optimizer.generic
Version: 1.0.0
UUID: 07874c10d157eb987eadc83873dc6a7c8b737d12c2c211c7ac03b8f7ca539e8f
Execution context: leip_af

Value Parameters¶

Name	Synonyms	Type	Values
Learning Rate	`optimization.learning_rate`	scalar	float, min: 1e-09, max: 100.0
Algorithm	`optimization.optimizer.algorithm`	choice	39 choices

This component fits into¶

Name	UUID	Synonyms
U-Net	`008857...`	`optimization.optimizer`
SSD	`373fd2...`	`optimization.optimizer`
Classifier	`2d40db...`	`optimization.optimizer`
EfficientDet	`43a469...`	`optimization.optimizer`
DeepLab v3 +	`cb855a...`	`optimization.optimizer`
PSPNet	`78c40e...`	`optimization.optimizer`
UL Yolo v5	`3963c0...`	`optimization.optimizer`
Yolo v5	`a7f08e...`	`optimization.optimizer`

Extra options¶

Algorithm¶

torch:Adadelta
torch:Adagrad
torch:Adam
torch:AdamW
torch:Adamax
torch:ASGD
torch:LBFGS
torch:NAdam
torch:RAdam
torch:RMSprop
torch:Rprop
torch:SGD
timm:sgd
timm:nesterov
timm:momentum
timm:sgdp
timm:adam
timm:adamw
timm:adamp
timm:nadam
timm:radam
timm:adamax
timm:adabelief
timm:radabelief
timm:adadelta
timm:adagrad
timm:adafactor
timm:lamb
timm:lambc
timm:larc
timm:lars
timm:nlarc
timm:nlars
timm:madgrad
timm:madgradw
timm:novograd
timm:nvnovograd
timm:rmsprop
timm:rmsproptf