code: def __init__(self, config, ensemble_setting):
      self.num_features = 768
      self.num_classes = 153
      self.seed = config.seed
      self.data_dir = config.data_dir
      self.valid_path = config.valid_path
      self.valid_name = config.valid_name
      self.m2v_file = config.m2v_file
      self.m2v_dim = config.m2v_dim
      self.p2p_file = config.p2p_file
      self.ensemble_setting = ensemble_setting
      self.feat_mode = config.feat_mode if config.feat_mode else "cpu"
  
imports: import os
  import pdb
  import argparse
  import numpy
  import yaml
  from easydict import EasyDict
  import paddle
  from paddle.io import Dataset
  from pgl.graph import Graph
  from ogb.lsc import MAG240MDataset
  from pgl.utils.logger import log
  from paddle.framework import core
label_desc: Use image node_id 1 to create a new MAG240M object from inherited base classes: object with example: obj = MAG240M(config, ensemble_setting)