X-Git-Url: https://gerrit.akraino.org/r/gitweb?a=blobdiff_plain;f=example-apps%2FROBO%2FaPaaS%2FObj_Detection_service%2Fmodel_info%2FMobileNetSSD_deploy.prototxt;fp=example-apps%2FROBO%2FaPaaS%2FObj_Detection_service%2Fmodel_info%2FMobileNetSSD_deploy.prototxt;h=0000000000000000000000000000000000000000;hb=3ed2c61d9d7e7916481650c41bfe5604f7db22e9;hp=fdc812628e858263788dcdbd17e4304da032fa18;hpb=e6d40ddb2640f434a9d7d7ed99566e5e8fa60cc1;p=ealt-edge.git

diff --git a/example-apps/ROBO/aPaaS/Obj_Detection_service/model_info/MobileNetSSD_deploy.prototxt b/example-apps/ROBO/aPaaS/Obj_Detection_service/model_info/MobileNetSSD_deploy.prototxt
deleted file mode 100755
index fdc8126..0000000
--- a/example-apps/ROBO/aPaaS/Obj_Detection_service/model_info/MobileNetSSD_deploy.prototxt
+++ /dev/null
@@ -1,1912 +0,0 @@
-name: "MobileNet-SSD"
-input: "data"
-input_shape {
-  dim: 1
-  dim: 3
-  dim: 300
-  dim: 300
-}
-layer {
-  name: "conv0"
-  type: "Convolution"
-  bottom: "data"
-  top: "conv0"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 32
-    pad: 1
-    kernel_size: 3
-    stride: 2
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv0/relu"
-  type: "ReLU"
-  bottom: "conv0"
-  top: "conv0"
-}
-layer {
-  name: "conv1/dw"
-  type: "Convolution"
-  bottom: "conv0"
-  top: "conv1/dw"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 32
-    pad: 1
-    kernel_size: 3
-    group: 32
-    engine: CAFFE
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv1/dw/relu"
-  type: "ReLU"
-  bottom: "conv1/dw"
-  top: "conv1/dw"
-}
-layer {
-  name: "conv1"
-  type: "Convolution"
-  bottom: "conv1/dw"
-  top: "conv1"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 64
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv1/relu"
-  type: "ReLU"
-  bottom: "conv1"
-  top: "conv1"
-}
-layer {
-  name: "conv2/dw"
-  type: "Convolution"
-  bottom: "conv1"
-  top: "conv2/dw"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 64
-    pad: 1
-    kernel_size: 3
-    stride: 2
-    group: 64
-    engine: CAFFE
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
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-  type: "ReLU"
-  bottom: "conv2/dw"
-  top: "conv2/dw"
-}
-layer {
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-  type: "Convolution"
-  bottom: "conv2/dw"
-  top: "conv2"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
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-  convolution_param {
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-    kernel_size: 1
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-    bias_filler {
-      type: "constant"
-      value: 0.0
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-layer {
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-  top: "conv2"
-}
-layer {
-  name: "conv3/dw"
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-  param {
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-  param {
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-    group: 128
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-    weight_filler {
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-layer {
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-}
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-layer {
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-  top: "conv3"
-}
-layer {
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-    bias_filler {
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-  bottom: "conv4/dw"
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-}
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-  }
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-}
-layer {
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-}
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-  top: "conv5/dw"
-}
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-  }
-  param {
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-layer {
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-  bottom: "conv5"
-  top: "conv5"
-}
-layer {
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-}
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-}
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-layer {
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-  bottom: "conv14_1"
-  top: "conv14_2"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 512
-    pad: 1
-    kernel_size: 3
-    stride: 2
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv14_2/relu"
-  type: "ReLU"
-  bottom: "conv14_2"
-  top: "conv14_2"
-}
-layer {
-  name: "conv15_1"
-  type: "Convolution"
-  bottom: "conv14_2"
-  top: "conv15_1"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 128
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv15_1/relu"
-  type: "ReLU"
-  bottom: "conv15_1"
-  top: "conv15_1"
-}
-layer {
-  name: "conv15_2"
-  type: "Convolution"
-  bottom: "conv15_1"
-  top: "conv15_2"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 256
-    pad: 1
-    kernel_size: 3
-    stride: 2
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv15_2/relu"
-  type: "ReLU"
-  bottom: "conv15_2"
-  top: "conv15_2"
-}
-layer {
-  name: "conv16_1"
-  type: "Convolution"
-  bottom: "conv15_2"
-  top: "conv16_1"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 128
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv16_1/relu"
-  type: "ReLU"
-  bottom: "conv16_1"
-  top: "conv16_1"
-}
-layer {
-  name: "conv16_2"
-  type: "Convolution"
-  bottom: "conv16_1"
-  top: "conv16_2"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 256
-    pad: 1
-    kernel_size: 3
-    stride: 2
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv16_2/relu"
-  type: "ReLU"
-  bottom: "conv16_2"
-  top: "conv16_2"
-}
-layer {
-  name: "conv17_1"
-  type: "Convolution"
-  bottom: "conv16_2"
-  top: "conv17_1"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 64
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv17_1/relu"
-  type: "ReLU"
-  bottom: "conv17_1"
-  top: "conv17_1"
-}
-layer {
-  name: "conv17_2"
-  type: "Convolution"
-  bottom: "conv17_1"
-  top: "conv17_2"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 128
-    pad: 1
-    kernel_size: 3
-    stride: 2
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv17_2/relu"
-  type: "ReLU"
-  bottom: "conv17_2"
-  top: "conv17_2"
-}
-layer {
-  name: "conv11_mbox_loc"
-  type: "Convolution"
-  bottom: "conv11"
-  top: "conv11_mbox_loc"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 12
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv11_mbox_loc_perm"
-  type: "Permute"
-  bottom: "conv11_mbox_loc"
-  top: "conv11_mbox_loc_perm"
-  permute_param {
-    order: 0
-    order: 2
-    order: 3
-    order: 1
-  }
-}
-layer {
-  name: "conv11_mbox_loc_flat"
-  type: "Flatten"
-  bottom: "conv11_mbox_loc_perm"
-  top: "conv11_mbox_loc_flat"
-  flatten_param {
-    axis: 1
-  }
-}
-layer {
-  name: "conv11_mbox_conf"
-  type: "Convolution"
-  bottom: "conv11"
-  top: "conv11_mbox_conf"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 63
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv11_mbox_conf_perm"
-  type: "Permute"
-  bottom: "conv11_mbox_conf"
-  top: "conv11_mbox_conf_perm"
-  permute_param {
-    order: 0
-    order: 2
-    order: 3
-    order: 1
-  }
-}
-layer {
-  name: "conv11_mbox_conf_flat"
-  type: "Flatten"
-  bottom: "conv11_mbox_conf_perm"
-  top: "conv11_mbox_conf_flat"
-  flatten_param {
-    axis: 1
-  }
-}
-layer {
-  name: "conv11_mbox_priorbox"
-  type: "PriorBox"
-  bottom: "conv11"
-  bottom: "data"
-  top: "conv11_mbox_priorbox"
-  prior_box_param {
-    min_size: 60.0
-    aspect_ratio: 2.0
-    flip: true
-    clip: false
-    variance: 0.1
-    variance: 0.1
-    variance: 0.2
-    variance: 0.2
-    offset: 0.5
-  }
-}
-layer {
-  name: "conv13_mbox_loc"
-  type: "Convolution"
-  bottom: "conv13"
-  top: "conv13_mbox_loc"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 24
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv13_mbox_loc_perm"
-  type: "Permute"
-  bottom: "conv13_mbox_loc"
-  top: "conv13_mbox_loc_perm"
-  permute_param {
-    order: 0
-    order: 2
-    order: 3
-    order: 1
-  }
-}
-layer {
-  name: "conv13_mbox_loc_flat"
-  type: "Flatten"
-  bottom: "conv13_mbox_loc_perm"
-  top: "conv13_mbox_loc_flat"
-  flatten_param {
-    axis: 1
-  }
-}
-layer {
-  name: "conv13_mbox_conf"
-  type: "Convolution"
-  bottom: "conv13"
-  top: "conv13_mbox_conf"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 126
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv13_mbox_conf_perm"
-  type: "Permute"
-  bottom: "conv13_mbox_conf"
-  top: "conv13_mbox_conf_perm"
-  permute_param {
-    order: 0
-    order: 2
-    order: 3
-    order: 1
-  }
-}
-layer {
-  name: "conv13_mbox_conf_flat"
-  type: "Flatten"
-  bottom: "conv13_mbox_conf_perm"
-  top: "conv13_mbox_conf_flat"
-  flatten_param {
-    axis: 1
-  }
-}
-layer {
-  name: "conv13_mbox_priorbox"
-  type: "PriorBox"
-  bottom: "conv13"
-  bottom: "data"
-  top: "conv13_mbox_priorbox"
-  prior_box_param {
-    min_size: 105.0
-    max_size: 150.0
-    aspect_ratio: 2.0
-    aspect_ratio: 3.0
-    flip: true
-    clip: false
-    variance: 0.1
-    variance: 0.1
-    variance: 0.2
-    variance: 0.2
-    offset: 0.5
-  }
-}
-layer {
-  name: "conv14_2_mbox_loc"
-  type: "Convolution"
-  bottom: "conv14_2"
-  top: "conv14_2_mbox_loc"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 24
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv14_2_mbox_loc_perm"
-  type: "Permute"
-  bottom: "conv14_2_mbox_loc"
-  top: "conv14_2_mbox_loc_perm"
-  permute_param {
-    order: 0
-    order: 2
-    order: 3
-    order: 1
-  }
-}
-layer {
-  name: "conv14_2_mbox_loc_flat"
-  type: "Flatten"
-  bottom: "conv14_2_mbox_loc_perm"
-  top: "conv14_2_mbox_loc_flat"
-  flatten_param {
-    axis: 1
-  }
-}
-layer {
-  name: "conv14_2_mbox_conf"
-  type: "Convolution"
-  bottom: "conv14_2"
-  top: "conv14_2_mbox_conf"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 126
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv14_2_mbox_conf_perm"
-  type: "Permute"
-  bottom: "conv14_2_mbox_conf"
-  top: "conv14_2_mbox_conf_perm"
-  permute_param {
-    order: 0
-    order: 2
-    order: 3
-    order: 1
-  }
-}
-layer {
-  name: "conv14_2_mbox_conf_flat"
-  type: "Flatten"
-  bottom: "conv14_2_mbox_conf_perm"
-  top: "conv14_2_mbox_conf_flat"
-  flatten_param {
-    axis: 1
-  }
-}
-layer {
-  name: "conv14_2_mbox_priorbox"
-  type: "PriorBox"
-  bottom: "conv14_2"
-  bottom: "data"
-  top: "conv14_2_mbox_priorbox"
-  prior_box_param {
-    min_size: 150.0
-    max_size: 195.0
-    aspect_ratio: 2.0
-    aspect_ratio: 3.0
-    flip: true
-    clip: false
-    variance: 0.1
-    variance: 0.1
-    variance: 0.2
-    variance: 0.2
-    offset: 0.5
-  }
-}
-layer {
-  name: "conv15_2_mbox_loc"
-  type: "Convolution"
-  bottom: "conv15_2"
-  top: "conv15_2_mbox_loc"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 24
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv15_2_mbox_loc_perm"
-  type: "Permute"
-  bottom: "conv15_2_mbox_loc"
-  top: "conv15_2_mbox_loc_perm"
-  permute_param {
-    order: 0
-    order: 2
-    order: 3
-    order: 1
-  }
-}
-layer {
-  name: "conv15_2_mbox_loc_flat"
-  type: "Flatten"
-  bottom: "conv15_2_mbox_loc_perm"
-  top: "conv15_2_mbox_loc_flat"
-  flatten_param {
-    axis: 1
-  }
-}
-layer {
-  name: "conv15_2_mbox_conf"
-  type: "Convolution"
-  bottom: "conv15_2"
-  top: "conv15_2_mbox_conf"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 126
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv15_2_mbox_conf_perm"
-  type: "Permute"
-  bottom: "conv15_2_mbox_conf"
-  top: "conv15_2_mbox_conf_perm"
-  permute_param {
-    order: 0
-    order: 2
-    order: 3
-    order: 1
-  }
-}
-layer {
-  name: "conv15_2_mbox_conf_flat"
-  type: "Flatten"
-  bottom: "conv15_2_mbox_conf_perm"
-  top: "conv15_2_mbox_conf_flat"
-  flatten_param {
-    axis: 1
-  }
-}
-layer {
-  name: "conv15_2_mbox_priorbox"
-  type: "PriorBox"
-  bottom: "conv15_2"
-  bottom: "data"
-  top: "conv15_2_mbox_priorbox"
-  prior_box_param {
-    min_size: 195.0
-    max_size: 240.0
-    aspect_ratio: 2.0
-    aspect_ratio: 3.0
-    flip: true
-    clip: false
-    variance: 0.1
-    variance: 0.1
-    variance: 0.2
-    variance: 0.2
-    offset: 0.5
-  }
-}
-layer {
-  name: "conv16_2_mbox_loc"
-  type: "Convolution"
-  bottom: "conv16_2"
-  top: "conv16_2_mbox_loc"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 24
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv16_2_mbox_loc_perm"
-  type: "Permute"
-  bottom: "conv16_2_mbox_loc"
-  top: "conv16_2_mbox_loc_perm"
-  permute_param {
-    order: 0
-    order: 2
-    order: 3
-    order: 1
-  }
-}
-layer {
-  name: "conv16_2_mbox_loc_flat"
-  type: "Flatten"
-  bottom: "conv16_2_mbox_loc_perm"
-  top: "conv16_2_mbox_loc_flat"
-  flatten_param {
-    axis: 1
-  }
-}
-layer {
-  name: "conv16_2_mbox_conf"
-  type: "Convolution"
-  bottom: "conv16_2"
-  top: "conv16_2_mbox_conf"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 126
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv16_2_mbox_conf_perm"
-  type: "Permute"
-  bottom: "conv16_2_mbox_conf"
-  top: "conv16_2_mbox_conf_perm"
-  permute_param {
-    order: 0
-    order: 2
-    order: 3
-    order: 1
-  }
-}
-layer {
-  name: "conv16_2_mbox_conf_flat"
-  type: "Flatten"
-  bottom: "conv16_2_mbox_conf_perm"
-  top: "conv16_2_mbox_conf_flat"
-  flatten_param {
-    axis: 1
-  }
-}
-layer {
-  name: "conv16_2_mbox_priorbox"
-  type: "PriorBox"
-  bottom: "conv16_2"
-  bottom: "data"
-  top: "conv16_2_mbox_priorbox"
-  prior_box_param {
-    min_size: 240.0
-    max_size: 285.0
-    aspect_ratio: 2.0
-    aspect_ratio: 3.0
-    flip: true
-    clip: false
-    variance: 0.1
-    variance: 0.1
-    variance: 0.2
-    variance: 0.2
-    offset: 0.5
-  }
-}
-layer {
-  name: "conv17_2_mbox_loc"
-  type: "Convolution"
-  bottom: "conv17_2"
-  top: "conv17_2_mbox_loc"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 24
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv17_2_mbox_loc_perm"
-  type: "Permute"
-  bottom: "conv17_2_mbox_loc"
-  top: "conv17_2_mbox_loc_perm"
-  permute_param {
-    order: 0
-    order: 2
-    order: 3
-    order: 1
-  }
-}
-layer {
-  name: "conv17_2_mbox_loc_flat"
-  type: "Flatten"
-  bottom: "conv17_2_mbox_loc_perm"
-  top: "conv17_2_mbox_loc_flat"
-  flatten_param {
-    axis: 1
-  }
-}
-layer {
-  name: "conv17_2_mbox_conf"
-  type: "Convolution"
-  bottom: "conv17_2"
-  top: "conv17_2_mbox_conf"
-  param {
-    lr_mult: 1.0
-    decay_mult: 1.0
-  }
-  param {
-    lr_mult: 2.0
-    decay_mult: 0.0
-  }
-  convolution_param {
-    num_output: 126
-    kernel_size: 1
-    weight_filler {
-      type: "msra"
-    }
-    bias_filler {
-      type: "constant"
-      value: 0.0
-    }
-  }
-}
-layer {
-  name: "conv17_2_mbox_conf_perm"
-  type: "Permute"
-  bottom: "conv17_2_mbox_conf"
-  top: "conv17_2_mbox_conf_perm"
-  permute_param {
-    order: 0
-    order: 2
-    order: 3
-    order: 1
-  }
-}
-layer {
-  name: "conv17_2_mbox_conf_flat"
-  type: "Flatten"
-  bottom: "conv17_2_mbox_conf_perm"
-  top: "conv17_2_mbox_conf_flat"
-  flatten_param {
-    axis: 1
-  }
-}
-layer {
-  name: "conv17_2_mbox_priorbox"
-  type: "PriorBox"
-  bottom: "conv17_2"
-  bottom: "data"
-  top: "conv17_2_mbox_priorbox"
-  prior_box_param {
-    min_size: 285.0
-    max_size: 300.0
-    aspect_ratio: 2.0
-    aspect_ratio: 3.0
-    flip: true
-    clip: false
-    variance: 0.1
-    variance: 0.1
-    variance: 0.2
-    variance: 0.2
-    offset: 0.5
-  }
-}
-layer {
-  name: "mbox_loc"
-  type: "Concat"
-  bottom: "conv11_mbox_loc_flat"
-  bottom: "conv13_mbox_loc_flat"
-  bottom: "conv14_2_mbox_loc_flat"
-  bottom: "conv15_2_mbox_loc_flat"
-  bottom: "conv16_2_mbox_loc_flat"
-  bottom: "conv17_2_mbox_loc_flat"
-  top: "mbox_loc"
-  concat_param {
-    axis: 1
-  }
-}
-layer {
-  name: "mbox_conf"
-  type: "Concat"
-  bottom: "conv11_mbox_conf_flat"
-  bottom: "conv13_mbox_conf_flat"
-  bottom: "conv14_2_mbox_conf_flat"
-  bottom: "conv15_2_mbox_conf_flat"
-  bottom: "conv16_2_mbox_conf_flat"
-  bottom: "conv17_2_mbox_conf_flat"
-  top: "mbox_conf"
-  concat_param {
-    axis: 1
-  }
-}
-layer {
-  name: "mbox_priorbox"
-  type: "Concat"
-  bottom: "conv11_mbox_priorbox"
-  bottom: "conv13_mbox_priorbox"
-  bottom: "conv14_2_mbox_priorbox"
-  bottom: "conv15_2_mbox_priorbox"
-  bottom: "conv16_2_mbox_priorbox"
-  bottom: "conv17_2_mbox_priorbox"
-  top: "mbox_priorbox"
-  concat_param {
-    axis: 2
-  }
-}
-layer {
-  name: "mbox_conf_reshape"
-  type: "Reshape"
-  bottom: "mbox_conf"
-  top: "mbox_conf_reshape"
-  reshape_param {
-    shape {
-      dim: 0
-      dim: -1
-      dim: 21
-    }
-  }
-}
-layer {
-  name: "mbox_conf_softmax"
-  type: "Softmax"
-  bottom: "mbox_conf_reshape"
-  top: "mbox_conf_softmax"
-  softmax_param {
-    axis: 2
-  }
-}
-layer {
-  name: "mbox_conf_flatten"
-  type: "Flatten"
-  bottom: "mbox_conf_softmax"
-  top: "mbox_conf_flatten"
-  flatten_param {
-    axis: 1
-  }
-}
-layer {
-  name: "detection_out"
-  type: "DetectionOutput"
-  bottom: "mbox_loc"
-  bottom: "mbox_conf_flatten"
-  bottom: "mbox_priorbox"
-  top: "detection_out"
-  include {
-    phase: TEST
-  }
-  detection_output_param {
-    num_classes: 21
-    share_location: true
-    background_label_id: 0
-    nms_param {
-      nms_threshold: 0.45
-      top_k: 100
-    }
-    code_type: CENTER_SIZE
-    keep_top_k: 100
-    confidence_threshold: 0.25
-  }
-}