class_docstr: Adding residual connection to each layer of the hybrid sequential blocks.
class_docstr_tok: ["Adding","residual","connection","to","each","layer","of","the","hybrid","sequential","blocks","."]
code: def __init__(self, **kwargs):
      super().__init__(**kwargs)
  
file_path: gluonts/src/gluonts/mx/block/cnn.py
imports: from typing import List, Optional, Tuple, Union
  from mxnet import gluon
  from mxnet.gluon import nn
  from gluonts.mx import Tensor
label_desc: Use image node_id 1 to create a new ResidualSequential object from inherited base classes: gluon.nn with example: obj = ResidualSequential()