cosine_decay
============


.. 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

    * - total_steps
      - ${task.max_steps}
      - Total number of steps to run
      - int

    * - num_resets
      - 0
      - Number of times to reset learning
      - int

    * - phase
      - ???
      - Number of steps in a phase
      - int

    * - ramp_up_percent
      - 0.05
      - Percent of phase to spend ramping up
      - float

    * - ramp_up_steps
      - ???
      - Number of steps to spend ramping up
      - int

    * - eta_min
      - 0.01
      - Minimum learning rate scale
      - float

    * - eta_max
      - 1.0
      - Maximum learning rate scale
      - float

    * - min_decay
      - 0.0001
      - Minimum learning rate decay
      - float