class_docstr: An identity Compressor.
class_docstr_tok: ["An","identity","Compressor","."]
docstr: Compress, reduce, and decompress a given tensor.
  
  Args:
      tensor (Tensor): the Tensor to reduce.
      conf (CollectiveOpsConfig): the config for Collective Ops.
  
  Returns:
      Reduced Tensor
docstr_tok: ["Compress",",","reduce",",","and","decompress","a","given","tensor",".","Args",":","tensor","(","Tensor",")",":","the","Tensor","to","reduce",".","conf","(","CollectiveOpsConfig",")",":","the","config","for","Collective","Ops",".","Returns",":","Reduced","Tensor"]
code: def reduce(self, tensor: Tensor, conf: CollectiveOpsConfig):
      """
      Compress, reduce, and decompress a given tensor.
  
      Args:
          tensor (Tensor): the Tensor to reduce.
          conf (CollectiveOpsConfig): the config for Collective Ops.
  
      Returns:
          Reduced Tensor
      """
      return self._all_reduce(tensor, conf)
  
imports: from abc import ABC, abstractmethod
  from tensorflow.python.framework import dtypes
  from tensorflow.python.framework.ops import Tensor
  from tensorflow.python.ops import collective_ops, math_ops
label_desc: Use image node_id 1 for calling the NoneCompressor obj's underlying member method code with example usage: obj.reduce(tensor, conf) and returns: self