class_docstr: A fully connected layer that reshapes outputs to feature maps.
class_docstr_tok: ["A","fully","connected","layer","that","reshapes","outputs","to","feature","maps","."]
code: def forward(self, x):
      return self.dense(x)[..., None, None]
  
imports: import functools
  from functools import partial
  import numpy
  import torch
  from torch import Tensor, nn
  from torch.nn.modules.batchnorm import _BatchNorm
label_desc: Use image node_id 2 for calling the FeatureMapDense obj's underlying member method code with example usage: obj.forward(x) and returns: self