code: def __init__(self, model: nn.Module):
      super().__init__()
      self.model = model
  
imports: import torch
  from torch import nn
  from torch.nn import functional
  from omegaconf import OmegaConf
  import torchvision
  from torchvision.transforms import transforms
  from torchvision.models.resnet import ResNet, Bottleneck
  from fvcore.common.param_scheduler import MultiStepParamScheduler
  from detectron2.solver import WarmupParamScheduler
  from detectron2.solver.build import get_default_optimizer_params
  from detectron2.config import LazyCall
  from detectron2.model_zoo import get_config
  from detectron2.data.samplers import TrainingSampler, InferenceSampler
  from detectron2.evaluation import DatasetEvaluator
  from detectron2.utils import comm
label_desc: Use image node_id 1 to create a new ClassificationNet object from inherited base classes: nn with example: obj = ClassificationNet(model)