code: def __init__(
      self,
      parameter=None,
      optimizer=None,
      initializer=None,
      ps_param=None,
      regularizer=None,
  ):
      assert isinstance(
          parameter, core.BlobReference
      ), "expect {0} to be a blob reference".format(str(parameter))
      # need to put the following line (shape) before initialier
      # shape will be updated once initializer is (re)set
      self._shape = None
      self.parameter = parameter
      self.optimizer = optimizer
      self.initializer = initializer
      self.ps_param = ps_param
      self.regularizer = regularizer
  
imports: import logging
  from collections import namedtuple
  import numpy
  from caffe2.proto import caffe2_pb2
  from caffe2.python import core, schema, scope, utils, workspace
  from caffe2.python.layers.tags import TagContext
label_desc: Use image node_id 1 to create a new LayerParameter object  with example: obj = LayerParameter(parameter, optimizer, initializer, ps_param, regularizer)