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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def transformer_big():
 """HParams for transformer big model on WMT."""

  hparams = transformer_base()
  hparams.hidden_size = 1024
  hparams.filter_size = 4096
  # Reduce batch size to 2048 from 4096 to be able to train the model on a GPU
  # with 12 GB memory. For example, NVIDIA TITAN V GPU.
  hparams.batch_size = 2048
  hparams.num_heads = 16
  hparams.layer_prepostprocess_dropout = 0.3
  return hparams