layer {
  name: "data"
  type: "Data"
  top: "data"
  include {
    phase: TRAIN
  }
  transform_param {
    mean_value: 69
    mean_value: 57
    mean_value: 59
    mean_value: 59
    mean_value: 64
    mean_value: 46
    mean_value: 0
  }
  data_param {
    source: "/home/leo/database/train/data/"
    batch_size: 8
    backend: LMDB
  }
}

layer {
  name: "data"
  type: "Data"
  top: "data"
  include {
    phase: TEST
  }
  transform_param {
    mean_value: 69
    mean_value: 57
    mean_value: 59
    mean_value: 59
    mean_value: 64
    mean_value: 46
    mean_value: 0
  }
  data_param {
    source: "/home/leo/database/test/data/"
    batch_size: 4
    backend: LMDB
  }
}

layer {
  name: "landsat_scenes"
  type: "Slice"
  bottom: "data"
  top: "landsat_scenes"
  top: "label"
  slice_param {
    slice_point: 6
    axis: 1
  }
}
layer {
  name: "Convolution1"
  type: "Convolution"
  bottom: "landsat_scenes"
  top: "Convolution1"
  convolution_param {
    num_output: 30
    bias_term: false
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
  }
}
layer {
  name: "score"
  type: "Convolution"
  bottom: "Convolution1"
  top: "score"
  convolution_param {
    num_output: 5
    bias_term: true
    pad: 0
    kernel_size: 1
    stride: 1
    weight_filler {
      type: "msra"
    }
    bias_filler {
      type: "constant"
    }
  }
}

layer {
  name: "loss"
  type: "SoftmaxWithLoss"
  bottom: "score"
  bottom: "label"
  top: "loss"
  loss_param {
    ignore_label: 5
    weight_by_label_freqs: true
    class_weighting: 0.064
    class_weighting: 0.21
    class_weighting: 2.12
    class_weighting: 1.95
    class_weighting: 1
  }
}
layer {
  name: "accuracy"
  type: "Accuracy"
  bottom: "score"
  bottom: "label"
  top: "accuracy"
  include {
    phase: TEST
  }
  accuracy_param {
    ignore_label: 5
  }
}

layer {
  type: 'Python'
  name: 'evaluation'
  top: 'IoU'
  bottom: 'score'
  bottom: 'label'
  python_param {
    module: 'python_confmat'
    layer: 'PythonConfMat'
    param_str: '{"test_iter":10000}'
  }
  include {
    phase: TEST
  }
}