class_docstr: DilatedEncoder used in YOLOF
class_docstr_tok: ["DilatedEncoder","used","in","YOLOF"]
code: def forward(self, inputs, for_mot=False):
      out = self.lateral_norm(self.lateral_conv(inputs[0]))
      out = self.fpn_norm(self.fpn_conv(out))
      out = self.dilated_encoder_blocks(out)
      return [out]
  
file_path: PaddleDetection/ppdet/modeling/necks/dilated_encoder.py
imports: import paddle
  import paddle.nn
  from paddle import ParamAttr
  from paddle.regularizer import L2Decay
  from paddle.nn.initializer import KaimingUniform, Constant, Normal
  from ppdet.core.workspace import register, serializable
  from ..shape_spec import ShapeSpec
label_desc: Use image node_id 2 for calling the DilatedEncoder obj's underlying member method code with example usage: obj.forward(inputs, for_mot) and returns: list