Optimizer¶

Category: optimization.optimizer.generic
Version: 1.0.0
UUID: 4b349ea77ef3bd1b4364c85476f4187bff45ccfc8b15736cb4ffb0fac0b5af14
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
SSD	`7b39bc...`	`optimization.optimizer`
Classifier	`d42071...`	`optimization.optimizer`
U-Net	`8dd8bc...`	`optimization.optimizer`
PSPNet	`ed350d...`	`optimization.optimizer`
UL Yolo v5	`3a0fce...`	`optimization.optimizer`
DeepLab v3 +	`3a2871...`	`optimization.optimizer`
Yolo v5	`8d99cd...`	`optimization.optimizer`
EfficientDet	`127790...`	`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