code: def next_frame_ae_tiny():
      """Conv autoencoder, tiny set for testing."""
      hparams = next_frame_tiny()
      hparams.bottom["inputs"] = modalities.video_bitwise_bottom
      hparams.top["inputs"] = modalities.video_top
      hparams.batch_size = 8
      hparams.dropout = 0.4
      return hparams
  
imports: from __future__ import division
  from __future__ import print_function
  from tensor2tensor.layers import modalities
  from tensor2tensor.models.video import base
  from tensor2tensor.utils import registry
label_desc: Use image node_id 7 for calling a global function with example usage: next_frame_ae_tiny() and returns: hparams