cuvis_ai.utils.nn_config.SGD

class cuvis_ai.utils.nn_config.SGD(lr: float = 0.001, alpha: float = 0.0001, power_t: float = 0.5, momentum: float = 0.9, nesterov: bool = True)[source]

Bases: Optimizer

__init__(lr: float = 0.001, alpha: float = 0.0001, power_t: float = 0.5, momentum: float = 0.9, nesterov: bool = True) → None

Methods

__init__([lr, alpha, power_t, momentum, ...])

Attributes

`alpha`
`args`
`lr`
`momentum`
`name`
`nesterov`
`power_t`
`pytorch_args`
`sklearn_args`

alpha: float = 0.0001

property args

lr: float = 0.001

momentum: float = 0.9

property name

nesterov: bool = True

power_t: float = 0.5

property pytorch_args

property sklearn_args