test_cost_layers_with_weight.protostr

type: "nn"
layers {
  name: "input"
  type: "data"
  size: 300
  active_type: ""
}
layers {
  name: "label"
  type: "data"
  size: 1
  active_type: ""
}
layers {
  name: "weight"
  type: "data"
  size: 1
  active_type: ""
}
layers {
  name: "__fc_layer_0__"
  type: "fc"
  size: 10
  active_type: "softmax"
  inputs {
    input_layer_name: "input"
    input_parameter_name: "___fc_layer_0__.w0"
  }
  bias_parameter_name: "___fc_layer_0__.wbias"
}
layers {
  name: "__cost_0__"
  type: "multi-class-cross-entropy"
  size: 1
  active_type: ""
  inputs {
    input_layer_name: "__fc_layer_0__"
  }
  inputs {
    input_layer_name: "label"
  }
  inputs {
    input_layer_name: "weight"
  }
  coeff: 1.0
}
layers {
  name: "__mse_cost_0__"
  type: "square_error"
  size: 1
  active_type: ""
  inputs {
    input_layer_name: "__fc_layer_0__"
  }
  inputs {
    input_layer_name: "label"
  }
  inputs {
    input_layer_name: "weight"
  }
  coeff: 1.0
}
layers {
  name: "multi_class_label"
  type: "data"
  size: 500
  active_type: ""
}
layers {
  name: "__nce_layer_0__"
  type: "nce"
  size: 1
  active_type: "sigmoid"
  inputs {
    input_layer_name: "__fc_layer_0__"
    input_parameter_name: "___nce_layer_0__.w0"
  }
  inputs {
    input_layer_name: "multi_class_label"
  }
  inputs {
    input_layer_name: "weight"
  }
  bias_parameter_name: "___nce_layer_0__.wbias"
  num_classes: 500
  num_neg_samples: 10
}
parameters {
  name: "___fc_layer_0__.w0"
  size: 3000
  initial_mean: 0.0
  initial_std: 0.057735026919
  dims: 300
  dims: 10
  initial_strategy: 0
  initial_smart: true
}
parameters {
  name: "___fc_layer_0__.wbias"
  size: 10
  initial_mean: 0.0
  initial_std: 0.0
  dims: 1
  dims: 10
  initial_strategy: 0
  initial_smart: false
}
parameters {
  name: "___nce_layer_0__.w0"
  size: 5000
  initial_mean: 0.0
  initial_std: 0.04472135955
  dims: 500
  dims: 10
  initial_strategy: 0
  initial_smart: true
}
parameters {
  name: "___nce_layer_0__.wbias"
  size: 500
  initial_mean: 0.0
  initial_std: 0.0
  dims: 1
  dims: 500
  initial_strategy: 0
  initial_smart: false
}
input_layer_names: "input"
input_layer_names: "label"
input_layer_names: "weight"
input_layer_names: "multi_class_label"
output_layer_names: "__cost_0__"
output_layer_names: "__mse_cost_0__"
output_layer_names: "__nce_layer_0__"
evaluators {
  name: "classification_error_evaluator"
  type: "classification_error"
  input_layers: "__fc_layer_0__"
  input_layers: "label"
  input_layers: "weight"
}
sub_models {
  name: "root"
  layer_names: "input"
  layer_names: "label"
  layer_names: "weight"
  layer_names: "__fc_layer_0__"
  layer_names: "__cost_0__"
  layer_names: "__mse_cost_0__"
  layer_names: "multi_class_label"
  layer_names: "__nce_layer_0__"
  input_layer_names: "input"
  input_layer_names: "label"
  input_layer_names: "weight"
  input_layer_names: "multi_class_label"
  output_layer_names: "__cost_0__"
  output_layer_names: "__mse_cost_0__"
  output_layer_names: "__nce_layer_0__"
  evaluator_names: "classification_error_evaluator"
  is_recurrent_layer_group: false
}