Python LARSConfig示例

示例#1

文件： optimization_config.py 项目： quuhua911/models

class OptimizerConfig(oneof.OneOfConfig):
  """Configuration for optimizer.

  Attributes:
    type: 'str', type of optimizer to be used, on the of fields below.
    sgd: sgd optimizer config.
    adam: adam optimizer config.
    adamw: adam with weight decay.
    lamb: lamb optimizer.
    rmsprop: rmsprop optimizer.
    lars: lars optimizer.
    adagrad: adagrad optimizer.
    slide: slide optimizer.
  """
  type: Optional[str] = None
  sgd: opt_cfg.SGDConfig = opt_cfg.SGDConfig()
  sgd_experimental: opt_cfg.SGDExperimentalConfig = (
      opt_cfg.SGDExperimentalConfig())
  adam: opt_cfg.AdamConfig = opt_cfg.AdamConfig()
  adamw: opt_cfg.AdamWeightDecayConfig = opt_cfg.AdamWeightDecayConfig()
  lamb: opt_cfg.LAMBConfig = opt_cfg.LAMBConfig()
  rmsprop: opt_cfg.RMSPropConfig = opt_cfg.RMSPropConfig()
  lars: opt_cfg.LARSConfig = opt_cfg.LARSConfig()
  adagrad: opt_cfg.AdagradConfig = opt_cfg.AdagradConfig()
  slide: opt_cfg.SLIDEConfig = opt_cfg.SLIDEConfig()
  adafactor: opt_cfg.AdafactorConfig = opt_cfg.AdafactorConfig()

示例#2

文件： optimization_config.py 项目： avs11011/TF-sMLModelGarden

class OptimizerConfig(oneof.OneOfConfig):
    """Configuration for optimizer.

  Attributes:
    type: 'str', type of optimizer to be used, on the of fields below.
    sgd: sgd optimizer config.
    adam: adam optimizer config.
    adamw: adam with weight decay.
    lamb: lamb optimizer.
    rmsprop: rmsprop optimizer.
    lars: lars optimizer.
  """
    type: Optional[str] = None
    sgd: opt_cfg.SGDConfig = opt_cfg.SGDConfig()
    adam: opt_cfg.AdamConfig = opt_cfg.AdamConfig()
    adamw: opt_cfg.AdamWeightDecayConfig = opt_cfg.AdamWeightDecayConfig()
    lamb: opt_cfg.LAMBConfig = opt_cfg.LAMBConfig()
    rmsprop: opt_cfg.RMSPropConfig = opt_cfg.RMSPropConfig()
    lars: opt_cfg.LARSConfig = opt_cfg.LARSConfig()