projections.protostr

type: "nn"
layers {
  name: "test"
  type: "data"
  size: 100
  active_type: ""
}
layers {
  name: "__embedding_0__"
  type: "mixed"
  size: 256
  active_type: ""
  inputs {
    input_layer_name: "test"
    input_parameter_name: "___embedding_0__.w0"
    proj_conf {
      type: "table"
      name: "___embedding_0__.w0"
      input_size: 100
      output_size: 256
    }
  }
}
layers {
  name: "__mixed_0__"
  type: "mixed"
  size: 100
  active_type: ""
  inputs {
    input_layer_name: "__embedding_0__"
    input_parameter_name: "___mixed_0__.w0"
    proj_conf {
      type: "fc"
      name: "___mixed_0__.w0"
      input_size: 256
      output_size: 100
    }
  }
}
layers {
  name: "__mixed_1__"
  type: "mixed"
  size: 100
  active_type: ""
  inputs {
    input_layer_name: "__mixed_0__"
    input_parameter_name: "___mixed_1__.w0"
    proj_conf {
      type: "table"
      name: "___mixed_1__.w0"
      input_size: 100
      output_size: 100
    }
  }
}
layers {
  name: "__mixed_2__"
  type: "mixed"
  size: 100
  active_type: ""
  inputs {
    input_layer_name: "__mixed_1__"
    proj_conf {
      type: "identity"
      name: "___mixed_2__.w0"
      input_size: 100
      output_size: 100
    }
  }
}
layers {
  name: "__mixed_3__"
  type: "mixed"
  size: 100
  active_type: ""
  inputs {
    input_layer_name: "__mixed_2__"
    input_parameter_name: "___mixed_3__.w0"
    proj_conf {
      type: "dot_mul"
      name: "___mixed_3__.w0"
      input_size: 100
      output_size: 100
    }
  }
}
layers {
  name: "__mixed_4__"
  type: "mixed"
  size: 300
  active_type: ""
  inputs {
    input_layer_name: "__mixed_3__"
    input_parameter_name: "___mixed_4__.w0"
    proj_conf {
      type: "context"
      name: "___mixed_4__.w0"
      input_size: 100
      output_size: 300
      context_start: -1
      context_length: 3
      trainable_padding: true
    }
  }
}
layers {
  name: "__mixed_5__"
  type: "mixed"
  size: 100
  active_type: ""
  inputs {
    input_layer_name: "__mixed_2__"
  }
  inputs {
    input_layer_name: "__mixed_2__"
    input_parameter_name: "___mixed_5__.w1"
    proj_conf {
      type: "scaling"
      name: "___mixed_5__.w1"
      input_size: 100
      output_size: 100
    }
  }
  inputs {
    input_layer_name: "__mixed_3__"
  }
  operator_confs {
    type: "dot_mul"
    input_indices: 0
    input_indices: 2
    input_sizes: 100
    input_sizes: 100
    output_size: 100
    dotmul_scale: 1
  }
}
layers {
  name: "img"
  type: "data"
  size: 1024
  active_type: ""
}
layers {
  name: "filter"
  type: "data"
  size: 576
  active_type: ""
}
layers {
  name: "__mixed_6__"
  type: "mixed"
  size: 57600
  active_type: ""
  inputs {
    input_layer_name: "img"
  }
  inputs {
    input_layer_name: "img"
    proj_conf {
      type: "conv"
      name: "___mixed_6__.w1"
      input_size: 1024
      output_size: 57600
      conv_conf {
        filter_size: 3
        channels: 1
        stride: 1
        padding: 0
        groups: 1
        filter_channels: 1
        output_x: 30
        img_size: 32
        caffe_mode: true
        filter_size_y: 3
        padding_y: 0
        stride_y: 1
        output_y: 30
        img_size_y: 32
      }
    }
  }
  inputs {
    input_layer_name: "filter"
  }
  operator_confs {
    type: "conv"
    input_indices: 0
    input_indices: 2
    input_sizes: 1024
    input_sizes: 576
    output_size: 57600
    conv_conf {
      filter_size: 3
      channels: 1
      stride: 1
      padding: 0
      groups: 1
      filter_channels: 1
      output_x: 30
      img_size: 32
      caffe_mode: true
      filter_size_y: 3
      padding_y: 0
      stride_y: 1
      output_y: 30
      img_size_y: 32
    }
    num_filters: 64
  }
}
layers {
  name: "__mixed_7__"
  type: "mixed"
  size: 254016
  active_type: ""
  inputs {
    input_layer_name: "img"
  }
  inputs {
    input_layer_name: "img"
    proj_conf {
      type: "convt"
      name: "___mixed_7__.w1"
      input_size: 1024
      output_size: 254016
      conv_conf {
        filter_size: 3
        channels: 1
        stride: 2
        padding: 1
        groups: 1
        filter_channels: 64
        output_x: 32
        img_size: 63
        caffe_mode: true
        filter_size_y: 3
        padding_y: 1
        stride_y: 2
        output_y: 32
        img_size_y: 63
      }
    }
  }
  inputs {
    input_layer_name: "filter"
  }
  operator_confs {
    type: "convt"
    input_indices: 0
    input_indices: 2
    input_sizes: 1024
    input_sizes: 576
    output_size: 254016
    conv_conf {
      filter_size: 3
      channels: 1
      stride: 2
      padding: 1
      groups: 1
      filter_channels: 64
      output_x: 32
      img_size: 63
      caffe_mode: true
      filter_size_y: 3
      padding_y: 1
      stride_y: 2
      output_y: 32
      img_size_y: 63
    }
    num_filters: 64
  }
}
layers {
  name: "__mixed_8__"
  type: "mixed"
  size: 100
  active_type: ""
  inputs {
    input_layer_name: "__mixed_4__"
    input_parameter_name: "___mixed_8__.w0"
    proj_conf {
      type: "fc"
      name: "___mixed_8__.w0"
      input_size: 300
      output_size: 100
    }
  }
  inputs {
    input_layer_name: "__mixed_5__"
    input_parameter_name: "___mixed_8__.w1"
    proj_conf {
      type: "trans_fc"
      name: "___mixed_8__.w1"
      input_size: 100
      output_size: 100
    }
  }
  inputs {
    input_layer_name: "__mixed_6__"
    input_parameter_name: "___mixed_8__.w2"
    proj_conf {
      type: "fc"
      name: "___mixed_8__.w2"
      input_size: 57600
      output_size: 100
    }
  }
  inputs {
    input_layer_name: "__mixed_7__"
    input_parameter_name: "___mixed_8__.w3"
    proj_conf {
      type: "fc"
      name: "___mixed_8__.w3"
      input_size: 254016
      output_size: 100
    }
  }
  drop_rate: 0.5
}
parameters {
  name: "___embedding_0__.w0"
  size: 25600
  initial_mean: 0.0
  initial_std: 0.1
  dims: 100
  dims: 256
  initial_strategy: 0
  initial_smart: true
}
parameters {
  name: "___mixed_0__.w0"
  size: 25600
  initial_mean: 0.0
  initial_std: 0.0625
  dims: 256
  dims: 100
  initial_strategy: 0
  initial_smart: true
}
parameters {
  name: "___mixed_1__.w0"
  size: 10000
  initial_mean: 0.0
  initial_std: 0.1
  dims: 100
  dims: 100
  initial_strategy: 0
  initial_smart: true
}
parameters {
  name: "___mixed_3__.w0"
  size: 100
  initial_mean: 0.0
  initial_std: 1.0
  dims: 1
  dims: 100
  initial_strategy: 0
  initial_smart: true
}
parameters {
  name: "___mixed_4__.w0"
  size: 200
  initial_mean: 0.0
  initial_std: 0.0
  dims: 2
  dims: 100
  initial_strategy: 0
  initial_smart: false
}
parameters {
  name: "___mixed_5__.w1"
  size: 1
  initial_mean: 0.0
  initial_std: 1.0
  dims: 1
  dims: 1
  initial_strategy: 0
  initial_smart: true
}
parameters {
  name: "___mixed_8__.w0"
  size: 30000
  initial_mean: 0.0
  initial_std: 0.057735026919
  dims: 300
  dims: 100
  initial_strategy: 0
  initial_smart: true
}
parameters {
  name: "___mixed_8__.w1"
  size: 10000
  initial_mean: 0.0
  initial_std: 0.1
  dims: 100
  dims: 100
  initial_strategy: 0
  initial_smart: true
}
parameters {
  name: "___mixed_8__.w2"
  size: 5760000
  initial_mean: 0.0
  initial_std: 0.00416666666667
  dims: 57600
  dims: 100
  initial_strategy: 0
  initial_smart: true
}
parameters {
  name: "___mixed_8__.w3"
  size: 25401600
  initial_mean: 0.0
  initial_std: 0.00198412698413
  dims: 254016
  dims: 100
  initial_strategy: 0
  initial_smart: true
}
input_layer_names: "test"
input_layer_names: "img"
input_layer_names: "filter"
output_layer_names: "__mixed_8__"
sub_models {
  name: "root"
  layer_names: "test"
  layer_names: "__embedding_0__"
  layer_names: "__mixed_0__"
  layer_names: "__mixed_1__"
  layer_names: "__mixed_2__"
  layer_names: "__mixed_3__"
  layer_names: "__mixed_4__"
  layer_names: "__mixed_5__"
  layer_names: "img"
  layer_names: "filter"
  layer_names: "__mixed_6__"
  layer_names: "__mixed_7__"
  layer_names: "__mixed_8__"
  input_layer_names: "test"
  input_layer_names: "img"
  input_layer_names: "filter"
  output_layer_names: "__mixed_8__"
  is_recurrent_layer_group: false
}