ncnn

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name: "squeezenet_v1.1_deploy"
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layer {
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  name: "data"
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  type: "Input"
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  top: "data"
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  input_param { shape: { dim: 1 dim: 3 dim: 227 dim: 227 } }
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}
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layer {
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  name: "conv1"
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  type: "Convolution"
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  bottom: "data"
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  top: "conv1"
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  convolution_param {
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    num_output: 64
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    kernel_size: 3
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    stride: 2
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  }
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}
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layer {
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  name: "relu_conv1"
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  type: "ReLU"
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  bottom: "conv1"
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  top: "conv1"
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}
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layer {
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  name: "pool1"
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  type: "Pooling"
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  bottom: "conv1"
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  top: "pool1"
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  pooling_param {
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    pool: MAX
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    kernel_size: 3
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    stride: 2
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  }
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}
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layer {
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  name: "fire2/squeeze1x1"
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  type: "Convolution"
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  bottom: "pool1"
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  top: "fire2/squeeze1x1"
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  convolution_param {
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    num_output: 16
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    kernel_size: 1
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  }
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}
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layer {
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  name: "fire2/relu_squeeze1x1"
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  type: "ReLU"
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  bottom: "fire2/squeeze1x1"
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  top: "fire2/squeeze1x1"
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}
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layer {
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  name: "fire2/expand1x1"
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  type: "Convolution"
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  bottom: "fire2/squeeze1x1"
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  top: "fire2/expand1x1"
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  convolution_param {
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    num_output: 64
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    kernel_size: 1
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  }
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}
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layer {
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  name: "fire2/relu_expand1x1"
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  type: "ReLU"
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  bottom: "fire2/expand1x1"
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  top: "fire2/expand1x1"
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}
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layer {
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  name: "fire2/expand3x3"
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  type: "Convolution"
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  bottom: "fire2/squeeze1x1"
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  top: "fire2/expand3x3"
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  convolution_param {
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    num_output: 64
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    pad: 1
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    kernel_size: 3
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  }
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}
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layer {
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  name: "fire2/relu_expand3x3"
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  type: "ReLU"
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  bottom: "fire2/expand3x3"
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  top: "fire2/expand3x3"
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}
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layer {
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  name: "fire2/concat"
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  type: "Concat"
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  bottom: "fire2/expand1x1"
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  bottom: "fire2/expand3x3"
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  top: "fire2/concat"
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}
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layer {
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  name: "fire3/squeeze1x1"
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  type: "Convolution"
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  bottom: "fire2/concat"
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  top: "fire3/squeeze1x1"
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  convolution_param {
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    num_output: 16
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    kernel_size: 1
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  }
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}
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layer {
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  name: "fire3/relu_squeeze1x1"
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  type: "ReLU"
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  bottom: "fire3/squeeze1x1"
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  top: "fire3/squeeze1x1"
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}
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layer {
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  name: "fire3/expand1x1"
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  type: "Convolution"
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  bottom: "fire3/squeeze1x1"
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  top: "fire3/expand1x1"
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  convolution_param {
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    num_output: 64
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    kernel_size: 1
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  }
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}
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layer {
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  name: "fire3/relu_expand1x1"
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  type: "ReLU"
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  bottom: "fire3/expand1x1"
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  top: "fire3/expand1x1"
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}
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layer {
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  name: "fire3/expand3x3"
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  type: "Convolution"
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  bottom: "fire3/squeeze1x1"
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  top: "fire3/expand3x3"
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  convolution_param {
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    num_output: 64
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    pad: 1
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    kernel_size: 3
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  }
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}
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layer {
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  name: "fire3/relu_expand3x3"
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  type: "ReLU"
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  bottom: "fire3/expand3x3"
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  top: "fire3/expand3x3"
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}
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layer {
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  name: "fire3/concat"
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  type: "Concat"
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  bottom: "fire3/expand1x1"
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  bottom: "fire3/expand3x3"
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  top: "fire3/concat"
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}
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layer {
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  name: "pool3"
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  type: "Pooling"
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  bottom: "fire3/concat"
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  top: "pool3"
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  pooling_param {
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    pool: MAX
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    kernel_size: 3
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    stride: 2
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  }
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}
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layer {
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  name: "fire4/squeeze1x1"
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  type: "Convolution"
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  bottom: "pool3"
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  top: "fire4/squeeze1x1"
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  convolution_param {
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    num_output: 32
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    kernel_size: 1
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  }
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}
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layer {
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  name: "fire4/relu_squeeze1x1"
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  type: "ReLU"
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  bottom: "fire4/squeeze1x1"
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  top: "fire4/squeeze1x1"
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}
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layer {
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  name: "fire4/expand1x1"
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  type: "Convolution"
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  bottom: "fire4/squeeze1x1"
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  top: "fire4/expand1x1"
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  convolution_param {
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    num_output: 128
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    kernel_size: 1
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  }
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}
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layer {
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  name: "fire4/relu_expand1x1"
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  type: "ReLU"
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  bottom: "fire4/expand1x1"
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  top: "fire4/expand1x1"
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}
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layer {
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  name: "fire4/expand3x3"
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  type: "Convolution"
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  bottom: "fire4/squeeze1x1"
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  top: "fire4/expand3x3"
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  convolution_param {
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    num_output: 128
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    pad: 1
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    kernel_size: 3
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  }
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}
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layer {
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  name: "fire4/relu_expand3x3"
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  type: "ReLU"
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  bottom: "fire4/expand3x3"
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  top: "fire4/expand3x3"
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}
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layer {
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  name: "fire4/concat"
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  type: "Concat"
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  bottom: "fire4/expand1x1"
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  bottom: "fire4/expand3x3"
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  top: "fire4/concat"
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}
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layer {
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  name: "fire5/squeeze1x1"
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  type: "Convolution"
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  bottom: "fire4/concat"
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  top: "fire5/squeeze1x1"
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  convolution_param {
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    num_output: 32
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    kernel_size: 1
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  }
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}
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layer {
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  name: "fire5/relu_squeeze1x1"
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  type: "ReLU"
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  bottom: "fire5/squeeze1x1"
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  top: "fire5/squeeze1x1"
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}
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layer {
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  name: "fire5/expand1x1"
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  type: "Convolution"
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  bottom: "fire5/squeeze1x1"
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  top: "fire5/expand1x1"
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  convolution_param {
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    num_output: 128
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    kernel_size: 1
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  }
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}
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layer {
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  name: "fire5/relu_expand1x1"
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  type: "ReLU"
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  bottom: "fire5/expand1x1"
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  top: "fire5/expand1x1"
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}
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layer {
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  name: "fire5/expand3x3"
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  type: "Convolution"
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  bottom: "fire5/squeeze1x1"
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  top: "fire5/expand3x3"
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  convolution_param {
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    num_output: 128
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    pad: 1
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    kernel_size: 3
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  }
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}
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layer {
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  name: "fire5/relu_expand3x3"
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  type: "ReLU"
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  bottom: "fire5/expand3x3"
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  top: "fire5/expand3x3"
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}
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layer {
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  name: "fire5/concat"
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  type: "Concat"
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  bottom: "fire5/expand1x1"
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  bottom: "fire5/expand3x3"
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  top: "fire5/concat"
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}
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layer {
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  name: "pool5"
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  type: "Pooling"
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  bottom: "fire5/concat"
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  top: "pool5"
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  pooling_param {
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    pool: MAX
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    kernel_size: 3
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    stride: 2
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  }
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}
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layer {
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  name: "fire6/squeeze1x1"
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  type: "Convolution"
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  bottom: "pool5"
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  top: "fire6/squeeze1x1"
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  convolution_param {
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    num_output: 48
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    kernel_size: 1
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  }
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}
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layer {
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  name: "fire6/relu_squeeze1x1"
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  type: "ReLU"
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  bottom: "fire6/squeeze1x1"
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  top: "fire6/squeeze1x1"
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}
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layer {
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  name: "fire6/expand1x1"
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  type: "Convolution"
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  bottom: "fire6/squeeze1x1"
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  top: "fire6/expand1x1"
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  convolution_param {
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    num_output: 192
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    kernel_size: 1
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  }
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}
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layer {
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  name: "fire6/relu_expand1x1"
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  type: "ReLU"
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  bottom: "fire6/expand1x1"
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  top: "fire6/expand1x1"
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}
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layer {
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  name: "fire6/expand3x3"
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  type: "Convolution"
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  bottom: "fire6/squeeze1x1"
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  top: "fire6/expand3x3"
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  convolution_param {
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    num_output: 192
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    pad: 1
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    kernel_size: 3
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  }
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}
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layer {
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  name: "fire6/relu_expand3x3"
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  type: "ReLU"
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  bottom: "fire6/expand3x3"
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  top: "fire6/expand3x3"
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}
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layer {
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  name: "fire6/concat"
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  type: "Concat"
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  bottom: "fire6/expand1x1"
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  bottom: "fire6/expand3x3"
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  top: "fire6/concat"
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}
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layer {
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  name: "fire7/squeeze1x1"
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  type: "Convolution"
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  bottom: "fire6/concat"
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  top: "fire7/squeeze1x1"
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  convolution_param {
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    num_output: 48
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    kernel_size: 1
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  }
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}
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layer {
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  name: "fire7/relu_squeeze1x1"
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  type: "ReLU"
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  bottom: "fire7/squeeze1x1"
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  top: "fire7/squeeze1x1"
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}
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layer {
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  name: "fire7/expand1x1"
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  type: "Convolution"
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  bottom: "fire7/squeeze1x1"
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  top: "fire7/expand1x1"
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  convolution_param {
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    num_output: 192
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    kernel_size: 1
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  }
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}
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layer {
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  name: "fire7/relu_expand1x1"
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  type: "ReLU"
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  bottom: "fire7/expand1x1"
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  top: "fire7/expand1x1"
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}
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layer {
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  name: "fire7/expand3x3"
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  type: "Convolution"
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  bottom: "fire7/squeeze1x1"
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  top: "fire7/expand3x3"
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  convolution_param {
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    num_output: 192
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    pad: 1
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    kernel_size: 3
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  }
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}
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layer {
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  name: "fire7/relu_expand3x3"
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  type: "ReLU"
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  bottom: "fire7/expand3x3"
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  top: "fire7/expand3x3"
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}
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layer {
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  name: "fire7/concat"
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  type: "Concat"
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  bottom: "fire7/expand1x1"
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  bottom: "fire7/expand3x3"
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  top: "fire7/concat"
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}
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layer {
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  name: "fire8/squeeze1x1"
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  type: "Convolution"
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  bottom: "fire7/concat"
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  top: "fire8/squeeze1x1"
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  convolution_param {
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    num_output: 64
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    kernel_size: 1
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  }
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}
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layer {
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  name: "fire8/relu_squeeze1x1"
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  type: "ReLU"
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  bottom: "fire8/squeeze1x1"
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  top: "fire8/squeeze1x1"
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}
411
layer {
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  name: "fire8/expand1x1"
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  type: "Convolution"
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  bottom: "fire8/squeeze1x1"
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  top: "fire8/expand1x1"
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  convolution_param {
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    num_output: 256
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    kernel_size: 1
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  }
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}
421
layer {
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  name: "fire8/relu_expand1x1"
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  type: "ReLU"
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  bottom: "fire8/expand1x1"
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  top: "fire8/expand1x1"
426
}
427
layer {
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  name: "fire8/expand3x3"
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  type: "Convolution"
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  bottom: "fire8/squeeze1x1"
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  top: "fire8/expand3x3"
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  convolution_param {
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    num_output: 256
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    pad: 1
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    kernel_size: 3
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  }
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}
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layer {
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  name: "fire8/relu_expand3x3"
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  type: "ReLU"
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  bottom: "fire8/expand3x3"
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  top: "fire8/expand3x3"
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}
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layer {
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  name: "fire8/concat"
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  type: "Concat"
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  bottom: "fire8/expand1x1"
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  bottom: "fire8/expand3x3"
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  top: "fire8/concat"
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}
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layer {
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  name: "fire9/squeeze1x1"
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  type: "Convolution"
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  bottom: "fire8/concat"
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  top: "fire9/squeeze1x1"
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  convolution_param {
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    num_output: 64
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    kernel_size: 1
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  }
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}
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layer {
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  name: "fire9/relu_squeeze1x1"
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  type: "ReLU"
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  bottom: "fire9/squeeze1x1"
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  top: "fire9/squeeze1x1"
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}
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layer {
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  name: "fire9/expand1x1"
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  type: "Convolution"
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  bottom: "fire9/squeeze1x1"
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  top: "fire9/expand1x1"
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  convolution_param {
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    num_output: 256
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    kernel_size: 1
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  }
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}
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layer {
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  name: "fire9/relu_expand1x1"
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  type: "ReLU"
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  bottom: "fire9/expand1x1"
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  top: "fire9/expand1x1"
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}
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layer {
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  name: "fire9/expand3x3"
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  type: "Convolution"
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  bottom: "fire9/squeeze1x1"
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  top: "fire9/expand3x3"
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  convolution_param {
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    num_output: 256
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    pad: 1
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    kernel_size: 3
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  }
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}
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layer {
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  name: "fire9/relu_expand3x3"
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  type: "ReLU"
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  bottom: "fire9/expand3x3"
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  top: "fire9/expand3x3"
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}
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layer {
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  name: "fire9/concat"
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  type: "Concat"
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  bottom: "fire9/expand1x1"
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  bottom: "fire9/expand3x3"
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  top: "fire9/concat"
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}
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layer {
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  name: "drop9"
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  type: "Dropout"
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  bottom: "fire9/concat"
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  top: "fire9/concat"
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  dropout_param {
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    dropout_ratio: 0.5
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  }
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}
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layer {
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  name: "conv10"
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  type: "Convolution"
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  bottom: "fire9/concat"
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  top: "conv10"
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  convolution_param {
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    num_output: 1000
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    pad: 1
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    kernel_size: 1
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  }
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}
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layer {
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  name: "relu_conv10"
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  type: "ReLU"
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  bottom: "conv10"
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  top: "conv10"
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}
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layer {
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  name: "pool10"
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  type: "Pooling"
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  bottom: "conv10"
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  top: "pool10"
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  pooling_param {
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    pool: AVE
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    global_pooling: true
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  }
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}
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layer {
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  name: "prob"
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  type: "Softmax"
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  bottom: "pool10"
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  top: "prob"
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}
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