init_channel: 48
cell {
  channel: 48
  num_steps: 4
  op {
    frm: 1
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 4
    type: SEP_CONV_5X5
  }
  op {
    frm: 3
    to: 4
    type: DIL_CONV_5X5
  }
  op {
    frm: 1
    to: 5
    type: SEP_CONV_3X3
  }
  op {
    frm: 3
    to: 5
    type: SEP_CONV_3X3
  }
  concat: 2
  concat: 3
  concat: 4
  concat: 5
}
cell {
  id: 1
  channel: 48
  num_steps: 4
  op {
    frm: 1
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 4
    type: SEP_CONV_5X5
  }
  op {
    frm: 3
    to: 4
    type: DIL_CONV_5X5
  }
  op {
    frm: 1
    to: 5
    type: SEP_CONV_3X3
  }
  op {
    frm: 3
    to: 5
    type: SEP_CONV_3X3
  }
  concat: 2
  concat: 3
  concat: 4
  concat: 5
}
cell {
  id: 2
  channel: 48
  num_steps: 4
  op {
    frm: 1
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 4
    type: SEP_CONV_5X5
  }
  op {
    frm: 3
    to: 4
    type: DIL_CONV_5X5
  }
  op {
    frm: 1
    to: 5
    type: SEP_CONV_3X3
  }
  op {
    frm: 3
    to: 5
    type: SEP_CONV_3X3
  }
  concat: 2
  concat: 3
  concat: 4
  concat: 5
}
cell {
  id: 3
  channel: 48
  num_steps: 4
  op {
    frm: 1
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 4
    type: SEP_CONV_5X5
  }
  op {
    frm: 3
    to: 4
    type: DIL_CONV_5X5
  }
  op {
    frm: 1
    to: 5
    type: SEP_CONV_3X3
  }
  op {
    frm: 3
    to: 5
    type: SEP_CONV_3X3
  }
  concat: 2
  concat: 3
  concat: 4
  concat: 5
}
cell {
  id: 4
  type: REDUCE
  channel: 96
  num_steps: 4
  op {
    to: 2
    type: SKIP_CONNECT
  }
  op {
    frm: 1
    to: 2
    type: SKIP_CONNECT
  }
  op {
    to: 3
    type: MAX_POOL_3X3
  }
  op {
    frm: 2
    to: 3
    type: SKIP_CONNECT
  }
  op {
    to: 4
    type: MAX_POOL_3X3
  }
  op {
    frm: 2
    to: 4
    type: SKIP_CONNECT
  }
  op {
    to: 5
    type: MAX_POOL_3X3
  }
  op {
    frm: 2
    to: 5
    type: SKIP_CONNECT
  }
  concat: 2
  concat: 3
  concat: 4
  concat: 5
}
cell {
  id: 5
  channel: 96
  num_steps: 4
  op {
    frm: 1
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 4
    type: SEP_CONV_5X5
  }
  op {
    frm: 3
    to: 4
    type: DIL_CONV_5X5
  }
  op {
    frm: 1
    to: 5
    type: SEP_CONV_3X3
  }
  op {
    frm: 3
    to: 5
    type: SEP_CONV_3X3
  }
  concat: 2
  concat: 3
  concat: 4
  concat: 5
}
cell {
  id: 6
  channel: 96
  num_steps: 4
  op {
    frm: 1
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 4
    type: SEP_CONV_5X5
  }
  op {
    frm: 3
    to: 4
    type: DIL_CONV_5X5
  }
  op {
    frm: 1
    to: 5
    type: SEP_CONV_3X3
  }
  op {
    frm: 3
    to: 5
    type: SEP_CONV_3X3
  }
  concat: 2
  concat: 3
  concat: 4
  concat: 5
}
cell {
  id: 7
  channel: 96
  num_steps: 4
  op {
    frm: 1
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 4
    type: SEP_CONV_5X5
  }
  op {
    frm: 3
    to: 4
    type: DIL_CONV_5X5
  }
  op {
    frm: 1
    to: 5
    type: SEP_CONV_3X3
  }
  op {
    frm: 3
    to: 5
    type: SEP_CONV_3X3
  }
  concat: 2
  concat: 3
  concat: 4
  concat: 5
}
cell {
  id: 8
  channel: 96
  num_steps: 4
  op {
    frm: 1
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 4
    type: SEP_CONV_5X5
  }
  op {
    frm: 3
    to: 4
    type: DIL_CONV_5X5
  }
  op {
    frm: 1
    to: 5
    type: SEP_CONV_3X3
  }
  op {
    frm: 3
    to: 5
    type: SEP_CONV_3X3
  }
  concat: 2
  concat: 3
  concat: 4
  concat: 5
}
cell {
  id: 9
  type: REDUCE
  channel: 192
  num_steps: 4
  op {
    to: 2
    type: SKIP_CONNECT
  }
  op {
    frm: 1
    to: 2
    type: SKIP_CONNECT
  }
  op {
    to: 3
    type: MAX_POOL_3X3
  }
  op {
    frm: 2
    to: 3
    type: SKIP_CONNECT
  }
  op {
    to: 4
    type: MAX_POOL_3X3
  }
  op {
    frm: 2
    to: 4
    type: SKIP_CONNECT
  }
  op {
    to: 5
    type: MAX_POOL_3X3
  }
  op {
    frm: 2
    to: 5
    type: SKIP_CONNECT
  }
  concat: 2
  concat: 3
  concat: 4
  concat: 5
  auxiliary: true
}
cell {
  id: 10
  channel: 192
  num_steps: 4
  op {
    frm: 1
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 4
    type: SEP_CONV_5X5
  }
  op {
    frm: 3
    to: 4
    type: DIL_CONV_5X5
  }
  op {
    frm: 1
    to: 5
    type: SEP_CONV_3X3
  }
  op {
    frm: 3
    to: 5
    type: SEP_CONV_3X3
  }
  concat: 2
  concat: 3
  concat: 4
  concat: 5
}
cell {
  id: 11
  channel: 192
  num_steps: 4
  op {
    frm: 1
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 4
    type: SEP_CONV_5X5
  }
  op {
    frm: 3
    to: 4
    type: DIL_CONV_5X5
  }
  op {
    frm: 1
    to: 5
    type: SEP_CONV_3X3
  }
  op {
    frm: 3
    to: 5
    type: SEP_CONV_3X3
  }
  concat: 2
  concat: 3
  concat: 4
  concat: 5
}
cell {
  id: 12
  channel: 192
  num_steps: 4
  op {
    frm: 1
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 4
    type: SEP_CONV_5X5
  }
  op {
    frm: 3
    to: 4
    type: DIL_CONV_5X5
  }
  op {
    frm: 1
    to: 5
    type: SEP_CONV_3X3
  }
  op {
    frm: 3
    to: 5
    type: SEP_CONV_3X3
  }
  concat: 2
  concat: 3
  concat: 4
  concat: 5
}
cell {
  id: 13
  channel: 192
  num_steps: 4
  op {
    frm: 1
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    to: 2
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    to: 3
    type: SEP_CONV_3X3
  }
  op {
    frm: 1
    to: 4
    type: SEP_CONV_5X5
  }
  op {
    frm: 3
    to: 4
    type: DIL_CONV_5X5
  }
  op {
    frm: 1
    to: 5
    type: SEP_CONV_3X3
  }
  op {
    frm: 3
    to: 5
    type: SEP_CONV_3X3
  }
  concat: 2
  concat: 3
  concat: 4
  concat: 5
}