name: "LinearRegression"
layer {
  name: "ip"
  type: "InnerProduct"
  bottom: "data"
  top: "ip"
  inner_product_param {
    num_output: 10
  }
}
layer {
  name: "softmax"
  type: "Softmax"
  bottom: "ip"
  top: "softmax"
  include {
    stage: "deploy"
  }
}
layer {
  name: "accuracy"
  type: "Accuracy"
  bottom: "ip"
  bottom: "label"
  top: "accuracy"
  include {
    stage: "val"
  }
}
layer {
  name: "loss"
  type: "SoftmaxWithLoss"
  bottom: "ip"
  bottom: "label"
  top: "loss"
  exclude {
    stage: "deploy"
  }
}