noether.core.schedules.linear

Classes

LinearDecreasingSchedule	A scheduler that decreases linearly from the maximum to minimum value over the total number of steps.
LinearIncreasingSchedule	A scheduler that increases linearly from the minimum to maximum value over the total number of steps.

Module Contents

class noether.core.schedules.linear.LinearDecreasingSchedule(config)

Bases: noether.core.schedules.base.DecreasingProgressSchedule

A scheduler that decreases linearly from the maximum to minimum value over the total number of steps.

Example

>>> schedule_config:
>>>   kind: noether.core.schedules.LinearDecreasingSchedule
>>>   max_value: ${model.optim.lr}
>>>   end_value: 0.0

Initialize the scheduler.

Parameters:

config (noether.core.schemas.schedules.DecreasingProgressScheduleConfig)

class noether.core.schedules.linear.LinearIncreasingSchedule(config)

Bases: noether.core.schedules.base.IncreasingProgressSchedule

A scheduler that increases linearly from the minimum to maximum value over the total number of steps.

Example

>>> schedule_config:
>>>   kind: noether.core.schedules.LinearIncreasingSchedule
>>>   max_value: ${model.optim.lr}
>>>   start_value: 0.0

Initialize the scheduler.

Parameters:

config (noether.core.schemas.schedules.IncreasingProgressScheduleConfig)