name CBCL layers name data type IMAGE_DATA top data top label image_da

name: "CBCL"
layers {
  name: "data"
  type: IMAGE_DATA
  top: "data"
  top: "label"
  image_data_param {
    source: "/tmp/train.txt"
    batch_size: 10
    shuffle: true
  }
  include: { phase: TRAIN }
}
layers {
  name: "data"
  type: IMAGE_DATA
  top: "data"
  top: "label"
  image_data_param {
    source: "/tmp/test.txt"
    batch_size: 10
  }
  include: { phase: TEST }
}
layers {
  name: "C1"
  type: CONVOLUTION
  top: "C1"
  bottom: "data"
  convolution_param {
    kernel_size: 3
    num_output: 8
  }
}
layers {
  name: "C2"
  type: CONVOLUTION
  top: "C2"
  bottom: "C1"
  convolution_param {
    kernel_size: 4
    num_output: 32
  }
}
layers {
  name: "S1"
  type: POOLING
  top: "S1"
  bottom: "C2"
  pooling_param {
    pool: MAX
    kernel_size: 2
  }
}
layers {
  name: "C3"
  type: CONVOLUTION
  top: "C3"
  bottom: "S1"
  convolution_param {
    kernel_size: 4
    num_output: 128
  }
}
layers {
  name: "C4"
  type: CONVOLUTION
  top: "C4"
  bottom: "C3"
  convolution_param {
    kernel_size: 4
    num_output: 1024
  }
}
    
layers {
  name: "F1"
  top: "F1"
  bottom: "C4"
  type: INNER_PRODUCT
  base_lr: 0.01
  lr_policy: "step"
  gamma: 0.1          
  stepsize: 100000
  max_iter: 350000
  momentum: 0.9
  inner_product_param {
        num_output: 2
  }
}

layers {
  name: "loss"
  type: SOFTMAX_LOSS
  bottom: "F1"
  bottom: "label"
  top: "loss"
}