name: "simple_net"
layer {
  name: "data"
  type: "Input"
  top: "data"
  include {
    phase: TRAIN
  }
  input_param {
    shape {
      dim: 100
      dim: 1
      dim: 28
      dim: 28
    }
  }
}
layer {
  name: "data"
  type: "Input"
  top: "data"
  include {
    phase: TEST
  }
  input_param {
    shape {
      dim: 100
      dim: 1
      dim: 28
      dim: 28
    }
  }
}
layer {
  name: "label"
  type: "Input"
  top: "label"
  include {
    phase: TRAIN
  }
  input_param {
    shape {
      dim: 100
    }
  }
}
layer {
  name: "label"
  type: "Input"
  top: "label"
  include {
    phase: TEST
  }
  input_param {
    shape {
      dim: 100
    }
  }
}
layer {
  name: "conv1"
  type: "Convolution"
  bottom: "data"
  top: "conv1"
  param {
    lr_mult: 1.0
  }
  param {
    lr_mult: 2.0
  }
  convolution_param {
    num_output: 32
    kernel_size: 5
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
    }
  }
}
layer {
  name: "relu1"
  type: "ReLU"
  bottom: "conv1"
  top: "conv1"
}
layer {
  name: "conv2"
  type: "Convolution"
  bottom: "conv1"
  top: "conv2"
  param {
    lr_mult: 1.0
  }
  param {
    lr_mult: 2.0
  }
  convolution_param {
    num_output: 32
    kernel_size: 5
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
    }
  }
}
layer {
  name: "relu2"
  type: "ReLU"
  bottom: "conv2"
  top: "conv2"
}
layer {
  name: "fc1"
  type: "InnerProduct"
  bottom: "conv2"
  top: "fc1"
  param {
    lr_mult: 1.0
  }
  param {
    lr_mult: 2.0
  }
  inner_product_param {
    num_output: 500
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
    }
  }
}
layer {
  name: "relu3"
  type: "ReLU"
  bottom: "fc1"
  top: "fc1"
}
layer {
  name: "out"
  type: "InnerProduct"
  bottom: "fc1"
  top: "out"
  param {
    lr_mult: 1.0
  }
  param {
    lr_mult: 2.0
  }
  inner_product_param {
    num_output: 10
    weight_filler {
      type: "xavier"
    }
    bias_filler {
      type: "constant"
    }
  }
}
layer {
  name: "loss"
  type: "SoftmaxWithLoss"
  bottom: "out"
  bottom: "label"
  top: "loss"
}
layer {
  name: "accuracy"
  type: "Accuracy"
  bottom: "out"
  bottom: "label"
  top: "accuracy"
  include {
    phase: TEST
  }
}