docstr: PPYOLOE network, see https://arxiv.org/abs/2203.16250
  
  Args:
      backbone (nn.Layer): backbone instance
      neck (nn.Layer): neck instance
      yolo_head (nn.Layer): anchor_head instance
      post_process (object): `BBoxPostProcess` instance
      for_mot (bool): whether return other features for multi-object tracking
          models, default False in pure object detection models.
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code: def __init__(
      self,
      backbone="CSPResNet",
      neck="CustomCSPPAN",
      yolo_head="PPYOLOEHead",
      aux_head="SimpleConvHead",
      post_process="BBoxPostProcess",
      for_mot=False,
      detach_epoch=5,
  ):
      """
      PPYOLOE network, see https://arxiv.org/abs/2203.16250
  
      Args:
          backbone (nn.Layer): backbone instance
          neck (nn.Layer): neck instance
          yolo_head (nn.Layer): anchor_head instance
          post_process (object): `BBoxPostProcess` instance
          for_mot (bool): whether return other features for multi-object tracking
              models, default False in pure object detection models.
      """
      super(PPYOLOEWithAuxHead, self).__init__()
      self.backbone = backbone
      self.neck = neck
      self.aux_neck = copy.deepcopy(self.neck)
  
      self.yolo_head = yolo_head
      self.aux_head = aux_head
      self.post_process = post_process
      self.for_mot = for_mot
      self.detach_epoch = detach_epoch
  
imports: from __future__ import absolute_import
  from __future__ import division
  from __future__ import print_function
  import copy
  import paddle
  from ppdet.core.workspace import register, create
  from .meta_arch import BaseArch
label_desc: Use image node_id 1 to create a new PPYOLOEWithAuxHead object from inherited base classes: BaseArch with example: obj = PPYOLOEWithAuxHead(backbone, neck, yolo_head, aux_head, post_process, for_mot, detach_epoch)