type: "nn"
layers {
  name: "sentence_states"
  type: "data"
  size: 32
  active_type: ""
}
layers {
  name: "sentence_scores"
  type: "data"
  size: 1
  active_type: ""
}
layers {
  name: "__kmax_seq_score_layer_0__"
  type: "kmax_seq_score"
  active_type: ""
  inputs {
    input_layer_name: "sentence_scores"
  }
  beam_size: 5
}
layers {
  name: "__sub_nested_seq_layer_0__"
  type: "sub_nested_seq"
  size: 32
  active_type: ""
  inputs {
    input_layer_name: "sentence_states"
  }
  inputs {
    input_layer_name: "__kmax_seq_score_layer_0__"
  }
}
layers {
  name: "__fc_layer_0__"
  type: "fc"
  size: 1
  active_type: ""
  inputs {
    input_layer_name: "__sub_nested_seq_layer_0__"
    input_parameter_name: "___fc_layer_0__.w0"
  }
  bias_parameter_name: "___fc_layer_0__.wbias"
}
layers {
  name: "__kmax_seq_score_layer_1__"
  type: "kmax_seq_score"
  active_type: ""
  inputs {
    input_layer_name: "sentence_scores"
  }
  beam_size: 5
}
layers {
  name: "__seq_slice_layer_0__"
  type: "seq_slice"
  size: 32
  active_type: ""
  inputs {
    input_layer_name: "__sub_nested_seq_layer_0__"
  }
  inputs {
    input_layer_name: "__kmax_seq_score_layer_1__"
  }
  select_first: true
}
layers {
  name: "__fc_layer_1__"
  type: "fc"
  size: 1
  active_type: ""
  inputs {
    input_layer_name: "__seq_slice_layer_0__"
    input_parameter_name: "___fc_layer_1__.w0"
  }
  bias_parameter_name: "___fc_layer_1__.wbias"
}
layers {
  name: "__kmax_seq_score_layer_2__"
  type: "kmax_seq_score"
  active_type: ""
  inputs {
    input_layer_name: "__fc_layer_1__"
  }
  beam_size: 5
}
layers {
  name: "sentences_ids"
  type: "data"
  size: 1
  active_type: ""
}
layers {
  name: "start_ids"
  type: "data"
  size: 1
  active_type: ""
}
layers {
  name: "end_ids"
  type: "data"
  size: 1
  active_type: ""
}
layers {
  name: "__cross_entropy_over_beam_0__"
  type: "cross_entropy_over_beam"
  active_type: ""
  inputs {
    input_layer_name: "sentence_scores"
  }
  inputs {
    input_layer_name: "__kmax_seq_score_layer_0__"
  }
  inputs {
    input_layer_name: "sentences_ids"
  }
  inputs {
    input_layer_name: "__fc_layer_0__"
  }
  inputs {
    input_layer_name: "__kmax_seq_score_layer_1__"
  }
  inputs {
    input_layer_name: "start_ids"
  }
  inputs {
    input_layer_name: "__fc_layer_1__"
  }
  inputs {
    input_layer_name: "__kmax_seq_score_layer_2__"
  }
  inputs {
    input_layer_name: "end_ids"
  }
}
parameters {
  name: "___fc_layer_0__.w0"
  size: 32
  initial_mean: 0.0
  initial_std: 0.176776695297
  dims: 32
  dims: 1
  initial_strategy: 0
  initial_smart: true
}
parameters {
  name: "___fc_layer_0__.wbias"
  size: 1
  initial_mean: 0.0
  initial_std: 0.0
  dims: 1
  dims: 1
  initial_strategy: 0
  initial_smart: false
}
parameters {
  name: "___fc_layer_1__.w0"
  size: 32
  initial_mean: 0.0
  initial_std: 0.176776695297
  dims: 32
  dims: 1
  initial_strategy: 0
  initial_smart: true
}
parameters {
  name: "___fc_layer_1__.wbias"
  size: 1
  initial_mean: 0.0
  initial_std: 0.0
  dims: 1
  dims: 1
  initial_strategy: 0
  initial_smart: false
}
input_layer_names: "sentence_scores"
input_layer_names: "sentences_ids"
input_layer_names: "sentence_states"
input_layer_names: "start_ids"
input_layer_names: "end_ids"
output_layer_names: "__cross_entropy_over_beam_0__"
sub_models {
  name: "root"
  layer_names: "sentence_states"
  layer_names: "sentence_scores"
  layer_names: "__kmax_seq_score_layer_0__"
  layer_names: "__sub_nested_seq_layer_0__"
  layer_names: "__fc_layer_0__"
  layer_names: "__kmax_seq_score_layer_1__"
  layer_names: "__seq_slice_layer_0__"
  layer_names: "__fc_layer_1__"
  layer_names: "__kmax_seq_score_layer_2__"
  layer_names: "sentences_ids"
  layer_names: "start_ids"
  layer_names: "end_ids"
  layer_names: "__cross_entropy_over_beam_0__"
  input_layer_names: "sentence_scores"
  input_layer_names: "sentences_ids"
  input_layer_names: "sentence_states"
  input_layer_names: "start_ids"
  input_layer_names: "end_ids"
  output_layer_names: "__cross_entropy_over_beam_0__"
  is_recurrent_layer_group: false
}

