sgd
===


.. list-table:: Fields
    :widths: 20 20 40 20
    :header-rows: 1

    * - Field
      - Default
      - Description
      - Type

    * - name
      - ???
      - The referenced name of the object to construct
      - str

    * - lr
      - 0.001
      - Learning rate
      - float

    * - momentum
      - 0.0
      - Momentum term for all parameters
      - float

    * - dampening
      - 0.0
      - Dampening for momentum
      - float

    * - nesterov
      - False
      - Enable Nesterov momentum
      - bool

    * - weight_decay
      - 1e-05
      - Weight decay regularization to use
      - float

    * - default_decay
      - True
      - Whether to decay module params which aren't explicitly specified
      - bool