Source code for brainpy.math.compat.optimizers

# -*- coding: utf-8 -*-

import warnings

from brainpy import optimizers

__all__ = [
  'SGD',
  'Momentum',
  'MomentumNesterov',
  'Adagrad',
  'Adadelta',
  'RMSProp',
  'Adam',

  'Constant',
  'ExponentialDecay',
  'InverseTimeDecay',
  'PolynomialDecay',
  'PiecewiseConstant',
]


[docs]def SGD(*args, **kwargs): """SGD optimizer. .. deprecated:: 2.1.0 Please use "brainpy.optim.SGD" instead. """ warnings.warn('Please use "brainpy.optim.SGD" instead. ' '"brainpy.math.optimizers.SGD" is ' 'deprecated since version 2.0.3. ', DeprecationWarning) return optimizers.SGD(*args, **kwargs)
[docs]def Momentum(*args, **kwargs): """Momentum optimizer. .. deprecated:: 2.1.0 Please use "brainpy.optim.Momentum" instead. """ warnings.warn('Please use "brainpy.optim.Momentum" instead. ' '"brainpy.math.optimizers.Momentum" is ' 'deprecated since version 2.0.3. ', DeprecationWarning) return optimizers.Momentum(*args, **kwargs)
[docs]def MomentumNesterov(*args, **kwargs): """MomentumNesterov optimizer. .. deprecated:: 2.1.0 Please use "brainpy.optim.MomentumNesterov" instead. """ warnings.warn('Please use "brainpy.optim.MomentumNesterov" instead. ' '"brainpy.math.optimizers.MomentumNesterov" is ' 'deprecated since version 2.0.3. ', DeprecationWarning) return optimizers.MomentumNesterov(*args, **kwargs)
[docs]def Adagrad(*args, **kwargs): """Adagrad optimizer. .. deprecated:: 2.1.0 Please use "brainpy.optim.Adagrad" instead. """ warnings.warn('Please use "brainpy.optim.Adagrad" instead. ' '"brainpy.math.optimizers.Adagrad" is ' 'deprecated since version 2.0.3. ', DeprecationWarning) return optimizers.Adagrad(*args, **kwargs)
[docs]def Adadelta(*args, **kwargs): """Adadelta optimizer. .. deprecated:: 2.1.0 Please use "brainpy.optim.Adadelta" instead. """ warnings.warn('Please use "brainpy.optim.Adadelta" instead. ' '"brainpy.math.optimizers.Adadelta" is ' 'deprecated since version 2.0.3. ', DeprecationWarning) return optimizers.Adadelta(*args, **kwargs)
[docs]def RMSProp(*args, **kwargs): """RMSProp optimizer. .. deprecated:: 2.1.0 Please use "brainpy.optim.RMSProp" instead. """ warnings.warn('Please use "brainpy.optim.RMSProp" instead. ' '"brainpy.math.optimizers.RMSProp" is ' 'deprecated since version 2.0.3. ', DeprecationWarning) return optimizers.RMSProp(*args, **kwargs)
[docs]def Adam(*args, **kwargs): """Adam optimizer. .. deprecated:: 2.1.0 Please use "brainpy.optim.Adam" instead. """ warnings.warn('Please use "brainpy.optim.Adam" instead. ' '"brainpy.math.optimizers.Adam" is ' 'deprecated since version 2.0.3. ', DeprecationWarning) return optimizers.Adam(*args, **kwargs)
[docs]def Constant(*args, **kwargs): """Constant scheduler. .. deprecated:: 2.1.0 Please use "brainpy.optim.Constant" instead. """ warnings.warn('Please use "brainpy.optim.Constant" instead. ' '"brainpy.math.optimizers.Constant" is ' 'deprecated since version 2.0.3. ', DeprecationWarning) return optimizers.Constant(*args, **kwargs)
[docs]def ExponentialDecay(*args, **kwargs): """ExponentialDecay scheduler. .. deprecated:: 2.1.0 Please use "brainpy.optim.ExponentialDecay" instead. """ warnings.warn('Please use "brainpy.optim.ExponentialDecay" instead. ' '"brainpy.math.optimizers.ExponentialDecay" is ' 'deprecated since version 2.0.3. ', DeprecationWarning) return optimizers.ExponentialDecay(*args, **kwargs)
[docs]def InverseTimeDecay(*args, **kwargs): """InverseTimeDecay scheduler. .. deprecated:: 2.1.0 Please use "brainpy.optim.InverseTimeDecay" instead. """ warnings.warn('Please use "brainpy.optim.InverseTimeDecay" instead. ' '"brainpy.math.optimizers.InverseTimeDecay" is ' 'deprecated since version 2.0.3. ', DeprecationWarning) return optimizers.InverseTimeDecay(*args, **kwargs)
[docs]def PolynomialDecay(*args, **kwargs): """PolynomialDecay scheduler. .. deprecated:: 2.1.0 Please use "brainpy.optim.PolynomialDecay" instead. """ warnings.warn('Please use "brainpy.optim.PolynomialDecay" instead. ' '"brainpy.math.optimizers.PolynomialDecay" is ' 'deprecated since version 2.0.3. ', DeprecationWarning) return optimizers.PolynomialDecay(*args, **kwargs)
[docs]def PiecewiseConstant(*args, **kwargs): """PiecewiseConstant scheduler. .. deprecated:: 2.1.0 Please use "brainpy.optim.PiecewiseConstant" instead. """ warnings.warn('Please use "brainpy.optim.PiecewiseConstant" instead. ' '"brainpy.math.optimizers.PiecewiseConstant" is ' 'deprecated since version 2.0.3. ', DeprecationWarning) return optimizers.PiecewiseConstant(*args, **kwargs)