code: def reset_parameters(self):
      # Reset the parameters of each layer.
      for layer in self.layers:
          layer.reset_parameters()
  
imports: import argparse
  import itertools
  import sys
  import time
  import dgl
  import dgl.nn
  import numpy
  import psutil
  import torch
  import torch.nn
  import torch.nn.functional
  from dgl import AddReverse, Compose, ToSimple
  from dgl.nn import HeteroEmbedding
  from ogb.lsc import MAG240MDataset, MAG240MEvaluator
  from ogb.nodeproppred import DglNodePropPredDataset, Evaluator
  from tqdm import tqdm
label_desc: Use image node_id 2 for calling the EntityClassify obj's underlying member method code with example usage: obj.reset_parameters() without return types