code: def __init__(self, node) -> None:
      self.name = node.name
      self.input_shape = node.input_shape
      self.output_shape = node.output_shape
      self.parameters = node.parameter_quantity
      self.inference_memory = node.inference_memory
      self.MAdd = node.MAdd
      self.Flops = node.Flops
      self.mread, self.mwrite = node.Memory[0], node.Memory[1]
      self.duration = node.duration
  
file_path: tensorwatch/tensorwatch/model_graph/torchstat_utils.py
imports: from .torchstat import analyzer
  import pandas
  import copy
label_desc: Use image node_id 1 to create a new LayerStats object  with example: obj = LayerStats(node)