name: "LinearRegression"
layer {
 name: "ip"
 type: "InnerProduct"
 bottom: "data"
 top: "ip"
 inner_product_param {
  num_output: 100
 }
}
layer {
 name: "ip2"
 type: "InnerProduct"
 bottom: "ip"
 top: "ip2"
 inner_product_param {
  num_output: 10
 }
}
layer {
  name: "softmax"
  type: "Softmax"
  bottom: "ip2"
  top: "softmax"
  include { stage: "deploy" }
}
layer {
  name: "accuracy"
  type: "Accuracy"
  bottom: "ip2"
  bottom: "label"
  top: "accuracy"
  include { stage: "val" }
}
layer {
  name: "loss"
  type: "SoftmaxWithLoss"
  bottom: "ip2"
  bottom: "label"
  top: "loss"
  exclude { stage: "deploy" }
}