CyclicLR.Config

Component: CyclicLR

class CyclicLR.Config

Bases: Scheduler.Config

All Attributes (including base classes)

base_lr: float = 0.001

max_lr: float = 0.002

step_size_up: int = 2000

step_size_down: Optional[int] = None

mode: str = 'triangular'

gamma: float = 1.0

scale_mode: str = 'cycle'

cycle_momentum: bool = True

base_momentum: float = 0.8

max_momentum: float = 0.9

last_epoch: int = -1

Default JSON

{
    "base_lr": 0.001,
    "max_lr": 0.002,
    "step_size_up": 2000,
    "step_size_down": null,
    "mode": "triangular",
    "gamma": 1.0,
    "scale_mode": "cycle",
    "cycle_momentum": true,
    "base_momentum": 0.8,
    "max_momentum": 0.9,
    "last_epoch": -1
}