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