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- # Inception V4
- name: "Inception V4"
- layer {
- name: "train-data"
- type: "Data"
- top: "data"
- top: "label"
- transform_param {
- mirror: true
- crop_size: 299
- }
- data_param {
- batch_size: 32
- }
- include { stage: "train" }
- }
- layer {
- name: "val-data"
- type: "Data"
- top: "data"
- top: "label"
- transform_param {
- mirror: false
- crop_size: 299
- }
- data_param {
- batch_size: 16
- }
- include { stage: "val" }
- }
- layer {
- name: "conv1_3x3_s2"
- type: "Convolution"
- bottom: "data"
- top: "conv1_3x3_s2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 32
- pad: 0
- kernel_size: 3
- stride: 2
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "conv1_3x3_s2_bn"
- type: "BatchNorm"
- bottom: "conv1_3x3_s2"
- top: "conv1_3x3_s2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "conv1_3x3_s2_relu"
- type: "ReLU"
- bottom: "conv1_3x3_s2_bn"
- top: "conv1_3x3_s2_bn"
- }
- layer {
- name: "conv2_3x3_s1"
- type: "Convolution"
- bottom: "conv1_3x3_s2_bn"
- top: "conv2_3x3_s1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 32
- pad: 0
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "conv2_3x3_s1_bn"
- type: "BatchNorm"
- bottom: "conv2_3x3_s1"
- top: "conv2_3x3_s1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "conv2_3x3_s1_relu"
- type: "ReLU"
- bottom: "conv2_3x3_s1_bn"
- top: "conv2_3x3_s1_bn"
- }
- layer {
- name: "conv3_3x3_s1"
- type: "Convolution"
- bottom: "conv2_3x3_s1_bn"
- top: "conv3_3x3_s1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 64
- pad: 1
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "conv3_3x3_s1_bn"
- type: "BatchNorm"
- bottom: "conv3_3x3_s1"
- top: "conv3_3x3_s1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "conv3_3x3_s1_relu"
- type: "ReLU"
- bottom: "conv3_3x3_s1_bn"
- top: "conv3_3x3_s1_bn"
- }
- layer {
- name: "inception_stem1_3x3_s2"
- type: "Convolution"
- bottom: "conv3_3x3_s1_bn"
- top: "inception_stem1_3x3_s2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 0
- kernel_size: 3
- stride: 2
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_stem1_3x3_s2_bn"
- type: "BatchNorm"
- bottom: "inception_stem1_3x3_s2"
- top: "inception_stem1_3x3_s2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_stem1_3x3_s2_relu"
- type: "ReLU"
- bottom: "inception_stem1_3x3_s2_bn"
- top: "inception_stem1_3x3_s2_bn"
- }
- layer {
- name: "inception_stem1_pool"
- type: "Pooling"
- bottom: "conv3_3x3_s1_bn"
- top: "inception_stem1_pool"
- pooling_param {
- pool: MAX
- kernel_size: 3
- stride: 2
- }
- }
- layer {
- name: "inception_stem1"
- type: "Concat"
- bottom: "inception_stem1_3x3_s2_bn"
- bottom: "inception_stem1_pool"
- top: "inception_stem1"
- }
- layer {
- name: "inception_stem2_3x3_reduce"
- type: "Convolution"
- bottom: "inception_stem1"
- top: "inception_stem2_3x3_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 64
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_stem2_3x3_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_stem2_3x3_reduce"
- top: "inception_stem2_3x3_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_stem2_3x3_reduce_relu"
- type: "ReLU"
- bottom: "inception_stem2_3x3_reduce_bn"
- top: "inception_stem2_3x3_reduce_bn"
- }
- layer {
- name: "inception_stem2_3x3"
- type: "Convolution"
- bottom: "inception_stem2_3x3_reduce_bn"
- top: "inception_stem2_3x3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 0
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_stem2_3x3_bn"
- type: "BatchNorm"
- bottom: "inception_stem2_3x3"
- top: "inception_stem2_3x3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_stem2_3x3_relu"
- type: "ReLU"
- bottom: "inception_stem2_3x3_bn"
- top: "inception_stem2_3x3_bn"
- }
- layer {
- name: "inception_stem2_7x1_reduce"
- type: "Convolution"
- bottom: "inception_stem1"
- top: "inception_stem2_7x1_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 64
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_stem2_7x1_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_stem2_7x1_reduce"
- top: "inception_stem2_7x1_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_stem2_7x1_reduce_relu"
- type: "ReLU"
- bottom: "inception_stem2_7x1_reduce_bn"
- top: "inception_stem2_7x1_reduce_bn"
- }
- layer {
- name: "inception_stem2_7x1"
- type: "Convolution"
- bottom: "inception_stem2_7x1_reduce_bn"
- top: "inception_stem2_7x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 64
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_stem2_7x1_bn"
- type: "BatchNorm"
- bottom: "inception_stem2_7x1"
- top: "inception_stem2_7x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_stem2_7x1_relu"
- type: "ReLU"
- bottom: "inception_stem2_7x1_bn"
- top: "inception_stem2_7x1_bn"
- }
- layer {
- name: "inception_stem2_1x7"
- type: "Convolution"
- bottom: "inception_stem2_7x1_bn"
- top: "inception_stem2_1x7"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 64
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_stem2_1x7_bn"
- type: "BatchNorm"
- bottom: "inception_stem2_1x7"
- top: "inception_stem2_1x7_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_stem2_1x7_relu"
- type: "ReLU"
- bottom: "inception_stem2_1x7_bn"
- top: "inception_stem2_1x7_bn"
- }
- layer {
- name: "inception_stem2_3x3_2"
- type: "Convolution"
- bottom: "inception_stem2_1x7_bn"
- top: "inception_stem2_3x3_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 0
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_stem2_3x3_2_bn"
- type: "BatchNorm"
- bottom: "inception_stem2_3x3_2"
- top: "inception_stem2_3x3_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_stem2_3x3_2_relu"
- type: "ReLU"
- bottom: "inception_stem2_3x3_2_bn"
- top: "inception_stem2_3x3_2_bn"
- }
- layer {
- name: "inception_stem2"
- type: "Concat"
- bottom: "inception_stem2_3x3_bn"
- bottom: "inception_stem2_3x3_2_bn"
- top: "inception_stem2"
- }
- layer {
- name: "inception_stem3_3x3_s2"
- type: "Convolution"
- bottom: "inception_stem2"
- top: "inception_stem3_3x3_s2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 3
- stride: 2
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_stem3_3x3_s2_bn"
- type: "BatchNorm"
- bottom: "inception_stem3_3x3_s2"
- top: "inception_stem3_3x3_s2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_stem3_3x3_s2_relu"
- type: "ReLU"
- bottom: "inception_stem3_3x3_s2_bn"
- top: "inception_stem3_3x3_s2_bn"
- }
- layer {
- name: "inception_stem3_pool"
- type: "Pooling"
- bottom: "inception_stem2"
- top: "inception_stem3_pool"
- pooling_param {
- pool: MAX
- kernel_size: 3
- stride: 2
- }
- }
- layer {
- name: "inception_stem3"
- type: "Concat"
- bottom: "inception_stem3_3x3_s2_bn"
- bottom: "inception_stem3_pool"
- top: "inception_stem3"
- }
- layer {
- name: "inception_a1_pool_ave"
- type: "Pooling"
- bottom: "inception_stem3"
- top: "inception_a1_pool_ave"
- pooling_param {
- pool: AVE
- kernel_size: 3
- stride: 1
- pad: 1
- }
- }
- layer {
- name: "inception_a1_1x1"
- type: "Convolution"
- bottom: "inception_a1_pool_ave"
- top: "inception_a1_1x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a1_1x1_bn"
- type: "BatchNorm"
- bottom: "inception_a1_1x1"
- top: "inception_a1_1x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a1_1x1_relu"
- type: "ReLU"
- bottom: "inception_a1_1x1_bn"
- top: "inception_a1_1x1_bn"
- }
- layer {
- name: "inception_a1_1x1_2"
- type: "Convolution"
- bottom: "inception_stem3"
- top: "inception_a1_1x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a1_1x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_a1_1x1_2"
- top: "inception_a1_1x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a1_1x1_2_relu"
- type: "ReLU"
- bottom: "inception_a1_1x1_2_bn"
- top: "inception_a1_1x1_2_bn"
- }
- layer {
- name: "inception_a1_3x3_reduce"
- type: "Convolution"
- bottom: "inception_stem3"
- top: "inception_a1_3x3_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 64
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a1_3x3_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_a1_3x3_reduce"
- top: "inception_a1_3x3_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a1_3x3_reduce_relu"
- type: "ReLU"
- bottom: "inception_a1_3x3_reduce_bn"
- top: "inception_a1_3x3_reduce_bn"
- }
- layer {
- name: "inception_a1_3x3"
- type: "Convolution"
- bottom: "inception_a1_3x3_reduce_bn"
- top: "inception_a1_3x3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 1
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a1_3x3_bn"
- type: "BatchNorm"
- bottom: "inception_a1_3x3"
- top: "inception_a1_3x3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a1_3x3_relu"
- type: "ReLU"
- bottom: "inception_a1_3x3_bn"
- top: "inception_a1_3x3_bn"
- }
- layer {
- name: "inception_a1_3x3_2_reduce"
- type: "Convolution"
- bottom: "inception_stem3"
- top: "inception_a1_3x3_2_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 64
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a1_3x3_2_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_a1_3x3_2_reduce"
- top: "inception_a1_3x3_2_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a1_3x3_2_reduce_relu"
- type: "ReLU"
- bottom: "inception_a1_3x3_2_reduce_bn"
- top: "inception_a1_3x3_2_reduce_bn"
- }
- layer {
- name: "inception_a1_3x3_2"
- type: "Convolution"
- bottom: "inception_a1_3x3_2_reduce_bn"
- top: "inception_a1_3x3_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 1
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a1_3x3_2_bn"
- type: "BatchNorm"
- bottom: "inception_a1_3x3_2"
- top: "inception_a1_3x3_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a1_3x3_2_relu"
- type: "ReLU"
- bottom: "inception_a1_3x3_2_bn"
- top: "inception_a1_3x3_2_bn"
- }
- layer {
- name: "inception_a1_3x3_3"
- type: "Convolution"
- bottom: "inception_a1_3x3_2_bn"
- top: "inception_a1_3x3_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 1
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a1_3x3_3_bn"
- type: "BatchNorm"
- bottom: "inception_a1_3x3_3"
- top: "inception_a1_3x3_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a1_3x3_3_relu"
- type: "ReLU"
- bottom: "inception_a1_3x3_3_bn"
- top: "inception_a1_3x3_3_bn"
- }
- layer {
- name: "inception_a1_concat"
- type: "Concat"
- bottom: "inception_a1_1x1_bn"
- bottom: "inception_a1_1x1_2_bn"
- bottom: "inception_a1_3x3_bn"
- bottom: "inception_a1_3x3_3_bn"
- top: "inception_a1_concat"
- }
- layer {
- name: "inception_a2_pool_ave"
- type: "Pooling"
- bottom: "inception_a1_concat"
- top: "inception_a2_pool_ave"
- pooling_param {
- pool: AVE
- kernel_size: 3
- stride: 1
- pad: 1
- }
- }
- layer {
- name: "inception_a2_1x1"
- type: "Convolution"
- bottom: "inception_a2_pool_ave"
- top: "inception_a2_1x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a2_1x1_bn"
- type: "BatchNorm"
- bottom: "inception_a2_1x1"
- top: "inception_a2_1x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a2_1x1_relu"
- type: "ReLU"
- bottom: "inception_a2_1x1_bn"
- top: "inception_a2_1x1_bn"
- }
- layer {
- name: "inception_a2_1x1_2"
- type: "Convolution"
- bottom: "inception_a1_concat"
- top: "inception_a2_1x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a2_1x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_a2_1x1_2"
- top: "inception_a2_1x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a2_1x1_2_relu"
- type: "ReLU"
- bottom: "inception_a2_1x1_2_bn"
- top: "inception_a2_1x1_2_bn"
- }
- layer {
- name: "inception_a2_3x3_reduce"
- type: "Convolution"
- bottom: "inception_a1_concat"
- top: "inception_a2_3x3_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 64
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a2_3x3_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_a2_3x3_reduce"
- top: "inception_a2_3x3_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a2_3x3_reduce_relu"
- type: "ReLU"
- bottom: "inception_a2_3x3_reduce_bn"
- top: "inception_a2_3x3_reduce_bn"
- }
- layer {
- name: "inception_a2_3x3"
- type: "Convolution"
- bottom: "inception_a2_3x3_reduce_bn"
- top: "inception_a2_3x3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 1
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a2_3x3_bn"
- type: "BatchNorm"
- bottom: "inception_a2_3x3"
- top: "inception_a2_3x3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a2_3x3_relu"
- type: "ReLU"
- bottom: "inception_a2_3x3_bn"
- top: "inception_a2_3x3_bn"
- }
- layer {
- name: "inception_a2_3x3_2_reduce"
- type: "Convolution"
- bottom: "inception_a1_concat"
- top: "inception_a2_3x3_2_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 64
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a2_3x3_2_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_a2_3x3_2_reduce"
- top: "inception_a2_3x3_2_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a2_3x3_2_reduce_relu"
- type: "ReLU"
- bottom: "inception_a2_3x3_2_reduce_bn"
- top: "inception_a2_3x3_2_reduce_bn"
- }
- layer {
- name: "inception_a2_3x3_2"
- type: "Convolution"
- bottom: "inception_a2_3x3_2_reduce_bn"
- top: "inception_a2_3x3_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 1
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a2_3x3_2_bn"
- type: "BatchNorm"
- bottom: "inception_a2_3x3_2"
- top: "inception_a2_3x3_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a2_3x3_2_relu"
- type: "ReLU"
- bottom: "inception_a2_3x3_2_bn"
- top: "inception_a2_3x3_2_bn"
- }
- layer {
- name: "inception_a2_3x3_3"
- type: "Convolution"
- bottom: "inception_a2_3x3_2_bn"
- top: "inception_a2_3x3_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 1
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a2_3x3_3_bn"
- type: "BatchNorm"
- bottom: "inception_a2_3x3_3"
- top: "inception_a2_3x3_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a2_3x3_3_relu"
- type: "ReLU"
- bottom: "inception_a2_3x3_3_bn"
- top: "inception_a2_3x3_3_bn"
- }
- layer {
- name: "inception_a2_concat"
- type: "Concat"
- bottom: "inception_a2_1x1_bn"
- bottom: "inception_a2_1x1_2_bn"
- bottom: "inception_a2_3x3_bn"
- bottom: "inception_a2_3x3_3_bn"
- top: "inception_a2_concat"
- }
- layer {
- name: "inception_a3_pool_ave"
- type: "Pooling"
- bottom: "inception_a2_concat"
- top: "inception_a3_pool_ave"
- pooling_param {
- pool: AVE
- kernel_size: 3
- stride: 1
- pad: 1
- }
- }
- layer {
- name: "inception_a3_1x1"
- type: "Convolution"
- bottom: "inception_a3_pool_ave"
- top: "inception_a3_1x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a3_1x1_bn"
- type: "BatchNorm"
- bottom: "inception_a3_1x1"
- top: "inception_a3_1x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a3_1x1_relu"
- type: "ReLU"
- bottom: "inception_a3_1x1_bn"
- top: "inception_a3_1x1_bn"
- }
- layer {
- name: "inception_a3_1x1_2"
- type: "Convolution"
- bottom: "inception_a2_concat"
- top: "inception_a3_1x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a3_1x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_a3_1x1_2"
- top: "inception_a3_1x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a3_1x1_2_relu"
- type: "ReLU"
- bottom: "inception_a3_1x1_2_bn"
- top: "inception_a3_1x1_2_bn"
- }
- layer {
- name: "inception_a3_3x3_reduce"
- type: "Convolution"
- bottom: "inception_a2_concat"
- top: "inception_a3_3x3_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 64
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a3_3x3_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_a3_3x3_reduce"
- top: "inception_a3_3x3_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a3_3x3_reduce_relu"
- type: "ReLU"
- bottom: "inception_a3_3x3_reduce_bn"
- top: "inception_a3_3x3_reduce_bn"
- }
- layer {
- name: "inception_a3_3x3"
- type: "Convolution"
- bottom: "inception_a3_3x3_reduce_bn"
- top: "inception_a3_3x3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 1
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a3_3x3_bn"
- type: "BatchNorm"
- bottom: "inception_a3_3x3"
- top: "inception_a3_3x3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a3_3x3_relu"
- type: "ReLU"
- bottom: "inception_a3_3x3_bn"
- top: "inception_a3_3x3_bn"
- }
- layer {
- name: "inception_a3_3x3_2_reduce"
- type: "Convolution"
- bottom: "inception_a2_concat"
- top: "inception_a3_3x3_2_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 64
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a3_3x3_2_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_a3_3x3_2_reduce"
- top: "inception_a3_3x3_2_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a3_3x3_2_reduce_relu"
- type: "ReLU"
- bottom: "inception_a3_3x3_2_reduce_bn"
- top: "inception_a3_3x3_2_reduce_bn"
- }
- layer {
- name: "inception_a3_3x3_2"
- type: "Convolution"
- bottom: "inception_a3_3x3_2_reduce_bn"
- top: "inception_a3_3x3_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 1
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a3_3x3_2_bn"
- type: "BatchNorm"
- bottom: "inception_a3_3x3_2"
- top: "inception_a3_3x3_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a3_3x3_2_relu"
- type: "ReLU"
- bottom: "inception_a3_3x3_2_bn"
- top: "inception_a3_3x3_2_bn"
- }
- layer {
- name: "inception_a3_3x3_3"
- type: "Convolution"
- bottom: "inception_a3_3x3_2_bn"
- top: "inception_a3_3x3_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 1
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a3_3x3_3_bn"
- type: "BatchNorm"
- bottom: "inception_a3_3x3_3"
- top: "inception_a3_3x3_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a3_3x3_3_relu"
- type: "ReLU"
- bottom: "inception_a3_3x3_3_bn"
- top: "inception_a3_3x3_3_bn"
- }
- layer {
- name: "inception_a3_concat"
- type: "Concat"
- bottom: "inception_a3_1x1_bn"
- bottom: "inception_a3_1x1_2_bn"
- bottom: "inception_a3_3x3_bn"
- bottom: "inception_a3_3x3_3_bn"
- top: "inception_a3_concat"
- }
- layer {
- name: "inception_a4_pool_ave"
- type: "Pooling"
- bottom: "inception_a3_concat"
- top: "inception_a4_pool_ave"
- pooling_param {
- pool: AVE
- kernel_size: 3
- stride: 1
- pad: 1
- }
- }
- layer {
- name: "inception_a4_1x1"
- type: "Convolution"
- bottom: "inception_a4_pool_ave"
- top: "inception_a4_1x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a4_1x1_bn"
- type: "BatchNorm"
- bottom: "inception_a4_1x1"
- top: "inception_a4_1x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a4_1x1_relu"
- type: "ReLU"
- bottom: "inception_a4_1x1_bn"
- top: "inception_a4_1x1_bn"
- }
- layer {
- name: "inception_a4_1x1_2"
- type: "Convolution"
- bottom: "inception_a3_concat"
- top: "inception_a4_1x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a4_1x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_a4_1x1_2"
- top: "inception_a4_1x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a4_1x1_2_relu"
- type: "ReLU"
- bottom: "inception_a4_1x1_2_bn"
- top: "inception_a4_1x1_2_bn"
- }
- layer {
- name: "inception_a4_3x3_reduce"
- type: "Convolution"
- bottom: "inception_a3_concat"
- top: "inception_a4_3x3_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 64
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a4_3x3_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_a4_3x3_reduce"
- top: "inception_a4_3x3_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a4_3x3_reduce_relu"
- type: "ReLU"
- bottom: "inception_a4_3x3_reduce_bn"
- top: "inception_a4_3x3_reduce_bn"
- }
- layer {
- name: "inception_a4_3x3"
- type: "Convolution"
- bottom: "inception_a4_3x3_reduce_bn"
- top: "inception_a4_3x3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 1
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a4_3x3_bn"
- type: "BatchNorm"
- bottom: "inception_a4_3x3"
- top: "inception_a4_3x3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a4_3x3_relu"
- type: "ReLU"
- bottom: "inception_a4_3x3_bn"
- top: "inception_a4_3x3_bn"
- }
- layer {
- name: "inception_a4_3x3_2_reduce"
- type: "Convolution"
- bottom: "inception_a3_concat"
- top: "inception_a4_3x3_2_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 64
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a4_3x3_2_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_a4_3x3_2_reduce"
- top: "inception_a4_3x3_2_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a4_3x3_2_reduce_relu"
- type: "ReLU"
- bottom: "inception_a4_3x3_2_reduce_bn"
- top: "inception_a4_3x3_2_reduce_bn"
- }
- layer {
- name: "inception_a4_3x3_2"
- type: "Convolution"
- bottom: "inception_a4_3x3_2_reduce_bn"
- top: "inception_a4_3x3_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 1
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a4_3x3_2_bn"
- type: "BatchNorm"
- bottom: "inception_a4_3x3_2"
- top: "inception_a4_3x3_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a4_3x3_2_relu"
- type: "ReLU"
- bottom: "inception_a4_3x3_2_bn"
- top: "inception_a4_3x3_2_bn"
- }
- layer {
- name: "inception_a4_3x3_3"
- type: "Convolution"
- bottom: "inception_a4_3x3_2_bn"
- top: "inception_a4_3x3_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 96
- pad: 1
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a4_3x3_3_bn"
- type: "BatchNorm"
- bottom: "inception_a4_3x3_3"
- top: "inception_a4_3x3_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_a4_3x3_3_relu"
- type: "ReLU"
- bottom: "inception_a4_3x3_3_bn"
- top: "inception_a4_3x3_3_bn"
- }
- layer {
- name: "inception_a4_concat"
- type: "Concat"
- bottom: "inception_a4_1x1_bn"
- bottom: "inception_a4_1x1_2_bn"
- bottom: "inception_a4_3x3_bn"
- bottom: "inception_a4_3x3_3_bn"
- top: "inception_a4_concat"
- }
- layer {
- name: "reduction_a_pool"
- type: "Pooling"
- bottom: "inception_a4_concat"
- top: "reduction_a_pool"
- pooling_param {
- pool: MAX
- kernel_size: 3
- stride: 2
- }
- }
- layer {
- name: "reduction_a_3x3"
- type: "Convolution"
- bottom: "inception_a4_concat"
- top: "reduction_a_3x3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 384
- pad: 0
- kernel_size: 3
- stride: 2
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_a_3x3_bn"
- type: "BatchNorm"
- bottom: "reduction_a_3x3"
- top: "reduction_a_3x3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_a_3x3_relu"
- type: "ReLU"
- bottom: "reduction_a_3x3_bn"
- top: "reduction_a_3x3_bn"
- }
- layer {
- name: "reduction_a_3x3_2_reduce"
- type: "Convolution"
- bottom: "inception_a4_concat"
- top: "reduction_a_3x3_2_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_a_3x3_2_reduce_bn"
- type: "BatchNorm"
- bottom: "reduction_a_3x3_2_reduce"
- top: "reduction_a_3x3_2_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_a_3x3_2_reduce_relu"
- type: "ReLU"
- bottom: "reduction_a_3x3_2_reduce_bn"
- top: "reduction_a_3x3_2_reduce_bn"
- }
- layer {
- name: "reduction_a_3x3_2"
- type: "Convolution"
- bottom: "reduction_a_3x3_2_reduce_bn"
- top: "reduction_a_3x3_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- pad: 1
- kernel_size: 3
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_a_3x3_2_bn"
- type: "BatchNorm"
- bottom: "reduction_a_3x3_2"
- top: "reduction_a_3x3_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_a_3x3_2_relu"
- type: "ReLU"
- bottom: "reduction_a_3x3_2_bn"
- top: "reduction_a_3x3_2_bn"
- }
- layer {
- name: "reduction_a_3x3_3"
- type: "Convolution"
- bottom: "reduction_a_3x3_2_bn"
- top: "reduction_a_3x3_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- pad: 0
- kernel_size: 3
- stride: 2
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_a_3x3_3_bn"
- type: "BatchNorm"
- bottom: "reduction_a_3x3_3"
- top: "reduction_a_3x3_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_a_3x3_3_relu"
- type: "ReLU"
- bottom: "reduction_a_3x3_3_bn"
- top: "reduction_a_3x3_3_bn"
- }
- layer {
- name: "reduction_a_concat"
- type: "Concat"
- bottom: "reduction_a_pool"
- bottom: "reduction_a_3x3_bn"
- bottom: "reduction_a_3x3_3_bn"
- top: "reduction_a_concat"
- }
- layer {
- name: "inception_b1_pool_ave"
- type: "Pooling"
- bottom: "reduction_a_concat"
- top: "inception_b1_pool_ave"
- pooling_param {
- pool: AVE
- kernel_size: 3
- stride: 1
- pad: 1
- }
- }
- layer {
- name: "inception_b1_1x1"
- type: "Convolution"
- bottom: "inception_b1_pool_ave"
- top: "inception_b1_1x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 128
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b1_1x1_bn"
- type: "BatchNorm"
- bottom: "inception_b1_1x1"
- top: "inception_b1_1x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b1_1x1_relu"
- type: "ReLU"
- bottom: "inception_b1_1x1_bn"
- top: "inception_b1_1x1_bn"
- }
- layer {
- name: "inception_b1_1x1_2"
- type: "Convolution"
- bottom: "reduction_a_concat"
- top: "inception_b1_1x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 384
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b1_1x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_b1_1x1_2"
- top: "inception_b1_1x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b1_1x1_2_relu"
- type: "ReLU"
- bottom: "inception_b1_1x1_2_bn"
- top: "inception_b1_1x1_2_bn"
- }
- layer {
- name: "inception_b1_1x7_reduce"
- type: "Convolution"
- bottom: "reduction_a_concat"
- top: "inception_b1_1x7_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b1_1x7_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_b1_1x7_reduce"
- top: "inception_b1_1x7_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b1_1x7_reduce_relu"
- type: "ReLU"
- bottom: "inception_b1_1x7_reduce_bn"
- top: "inception_b1_1x7_reduce_bn"
- }
- layer {
- name: "inception_b1_1x7"
- type: "Convolution"
- bottom: "inception_b1_1x7_reduce_bn"
- top: "inception_b1_1x7"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b1_1x7_bn"
- type: "BatchNorm"
- bottom: "inception_b1_1x7"
- top: "inception_b1_1x7_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b1_1x7_relu"
- type: "ReLU"
- bottom: "inception_b1_1x7_bn"
- top: "inception_b1_1x7_bn"
- }
- layer {
- name: "inception_b1_7x1"
- type: "Convolution"
- bottom: "inception_b1_1x7_bn"
- top: "inception_b1_7x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0.2
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b1_7x1_bn"
- type: "BatchNorm"
- bottom: "inception_b1_7x1"
- top: "inception_b1_7x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b1_7x1_relu"
- type: "ReLU"
- bottom: "inception_b1_7x1_bn"
- top: "inception_b1_7x1_bn"
- }
- layer {
- name: "inception_b1_1x7_2_reduce"
- type: "Convolution"
- bottom: "reduction_a_concat"
- top: "inception_b1_1x7_2_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b1_1x7_2_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_b1_1x7_2_reduce"
- top: "inception_b1_1x7_2_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b1_1x7_2_reduce_relu"
- type: "ReLU"
- bottom: "inception_b1_1x7_2_reduce_bn"
- top: "inception_b1_1x7_2_reduce_bn"
- }
- layer {
- name: "inception_b1_1x7_2"
- type: "Convolution"
- bottom: "inception_b1_1x7_2_reduce_bn"
- top: "inception_b1_1x7_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b1_1x7_2_bn"
- type: "BatchNorm"
- bottom: "inception_b1_1x7_2"
- top: "inception_b1_1x7_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b1_1x7_2_relu"
- type: "ReLU"
- bottom: "inception_b1_1x7_2_bn"
- top: "inception_b1_1x7_2_bn"
- }
- layer {
- name: "inception_b1_7x1_2"
- type: "Convolution"
- bottom: "inception_b1_1x7_2_bn"
- top: "inception_b1_7x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b1_7x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_b1_7x1_2"
- top: "inception_b1_7x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b1_7x1_2_relu"
- type: "ReLU"
- bottom: "inception_b1_7x1_2_bn"
- top: "inception_b1_7x1_2_bn"
- }
- layer {
- name: "inception_b1_1x7_3"
- type: "Convolution"
- bottom: "inception_b1_7x1_2_bn"
- top: "inception_b1_1x7_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b1_1x7_3_bn"
- type: "BatchNorm"
- bottom: "inception_b1_1x7_3"
- top: "inception_b1_1x7_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b1_1x7_3_relu"
- type: "ReLU"
- bottom: "inception_b1_1x7_3_bn"
- top: "inception_b1_1x7_3_bn"
- }
- layer {
- name: "inception_b1_7x1_3"
- type: "Convolution"
- bottom: "inception_b1_1x7_3_bn"
- top: "inception_b1_7x1_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b1_7x1_3_bn"
- type: "BatchNorm"
- bottom: "inception_b1_7x1_3"
- top: "inception_b1_7x1_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b1_7x1_3_relu"
- type: "ReLU"
- bottom: "inception_b1_7x1_3_bn"
- top: "inception_b1_7x1_3_bn"
- }
- layer {
- name: "inception_b1_concat"
- type: "Concat"
- bottom: "inception_b1_1x1_bn"
- bottom: "inception_b1_1x1_2_bn"
- bottom: "inception_b1_7x1_bn"
- bottom: "inception_b1_7x1_3_bn"
- top: "inception_b1_concat"
- }
- layer {
- name: "inception_b2_pool_ave"
- type: "Pooling"
- bottom: "inception_b1_concat"
- top: "inception_b2_pool_ave"
- pooling_param {
- pool: AVE
- kernel_size: 3
- stride: 1
- pad: 1
- }
- }
- layer {
- name: "inception_b2_1x1"
- type: "Convolution"
- bottom: "inception_b2_pool_ave"
- top: "inception_b2_1x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 128
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b2_1x1_bn"
- type: "BatchNorm"
- bottom: "inception_b2_1x1"
- top: "inception_b2_1x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b2_1x1_relu"
- type: "ReLU"
- bottom: "inception_b2_1x1_bn"
- top: "inception_b2_1x1_bn"
- }
- layer {
- name: "inception_b2_1x1_2"
- type: "Convolution"
- bottom: "inception_b1_concat"
- top: "inception_b2_1x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 384
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b2_1x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_b2_1x1_2"
- top: "inception_b2_1x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b2_1x1_2_relu"
- type: "ReLU"
- bottom: "inception_b2_1x1_2_bn"
- top: "inception_b2_1x1_2_bn"
- }
- layer {
- name: "inception_b2_1x7_reduce"
- type: "Convolution"
- bottom: "inception_b1_concat"
- top: "inception_b2_1x7_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b2_1x7_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_b2_1x7_reduce"
- top: "inception_b2_1x7_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b2_1x7_reduce_relu"
- type: "ReLU"
- bottom: "inception_b2_1x7_reduce_bn"
- top: "inception_b2_1x7_reduce_bn"
- }
- layer {
- name: "inception_b2_1x7"
- type: "Convolution"
- bottom: "inception_b2_1x7_reduce_bn"
- top: "inception_b2_1x7"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b2_1x7_bn"
- type: "BatchNorm"
- bottom: "inception_b2_1x7"
- top: "inception_b2_1x7_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b2_1x7_relu"
- type: "ReLU"
- bottom: "inception_b2_1x7_bn"
- top: "inception_b2_1x7_bn"
- }
- layer {
- name: "inception_b2_7x1"
- type: "Convolution"
- bottom: "inception_b2_1x7_bn"
- top: "inception_b2_7x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b2_7x1_bn"
- type: "BatchNorm"
- bottom: "inception_b2_7x1"
- top: "inception_b2_7x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b2_7x1_relu"
- type: "ReLU"
- bottom: "inception_b2_7x1_bn"
- top: "inception_b2_7x1_bn"
- }
- layer {
- name: "inception_b2_1x7_2_reduce"
- type: "Convolution"
- bottom: "inception_b1_concat"
- top: "inception_b2_1x7_2_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b2_1x7_2_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_b2_1x7_2_reduce"
- top: "inception_b2_1x7_2_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b2_1x7_2_reduce_relu"
- type: "ReLU"
- bottom: "inception_b2_1x7_2_reduce_bn"
- top: "inception_b2_1x7_2_reduce_bn"
- }
- layer {
- name: "inception_b2_1x7_2"
- type: "Convolution"
- bottom: "inception_b2_1x7_2_reduce_bn"
- top: "inception_b2_1x7_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b2_1x7_2_bn"
- type: "BatchNorm"
- bottom: "inception_b2_1x7_2"
- top: "inception_b2_1x7_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b2_1x7_2_relu"
- type: "ReLU"
- bottom: "inception_b2_1x7_2_bn"
- top: "inception_b2_1x7_2_bn"
- }
- layer {
- name: "inception_b2_7x1_2"
- type: "Convolution"
- bottom: "inception_b2_1x7_2_bn"
- top: "inception_b2_7x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b2_7x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_b2_7x1_2"
- top: "inception_b2_7x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b2_7x1_2_relu"
- type: "ReLU"
- bottom: "inception_b2_7x1_2_bn"
- top: "inception_b2_7x1_2_bn"
- }
- layer {
- name: "inception_b2_1x7_3"
- type: "Convolution"
- bottom: "inception_b2_7x1_2_bn"
- top: "inception_b2_1x7_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b2_1x7_3_bn"
- type: "BatchNorm"
- bottom: "inception_b2_1x7_3"
- top: "inception_b2_1x7_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b2_1x7_3_relu"
- type: "ReLU"
- bottom: "inception_b2_1x7_3_bn"
- top: "inception_b2_1x7_3_bn"
- }
- layer {
- name: "inception_b2_7x1_3"
- type: "Convolution"
- bottom: "inception_b2_1x7_3_bn"
- top: "inception_b2_7x1_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b2_7x1_3_bn"
- type: "BatchNorm"
- bottom: "inception_b2_7x1_3"
- top: "inception_b2_7x1_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b2_7x1_3_relu"
- type: "ReLU"
- bottom: "inception_b2_7x1_3_bn"
- top: "inception_b2_7x1_3_bn"
- }
- layer {
- name: "inception_b2_concat"
- type: "Concat"
- bottom: "inception_b2_1x1_bn"
- bottom: "inception_b2_1x1_2_bn"
- bottom: "inception_b2_7x1_bn"
- bottom: "inception_b2_7x1_3_bn"
- top: "inception_b2_concat"
- }
- layer {
- name: "inception_b3_pool_ave"
- type: "Pooling"
- bottom: "inception_b2_concat"
- top: "inception_b3_pool_ave"
- pooling_param {
- pool: AVE
- kernel_size: 3
- stride: 1
- pad: 1
- }
- }
- layer {
- name: "inception_b3_1x1"
- type: "Convolution"
- bottom: "inception_b3_pool_ave"
- top: "inception_b3_1x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 128
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b3_1x1_bn"
- type: "BatchNorm"
- bottom: "inception_b3_1x1"
- top: "inception_b3_1x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b3_1x1_relu"
- type: "ReLU"
- bottom: "inception_b3_1x1_bn"
- top: "inception_b3_1x1_bn"
- }
- layer {
- name: "inception_b3_1x1_2"
- type: "Convolution"
- bottom: "inception_b2_concat"
- top: "inception_b3_1x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 384
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b3_1x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_b3_1x1_2"
- top: "inception_b3_1x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b3_1x1_2_relu"
- type: "ReLU"
- bottom: "inception_b3_1x1_2_bn"
- top: "inception_b3_1x1_2_bn"
- }
- layer {
- name: "inception_b3_1x7_reduce"
- type: "Convolution"
- bottom: "inception_b2_concat"
- top: "inception_b3_1x7_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b3_1x7_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_b3_1x7_reduce"
- top: "inception_b3_1x7_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b3_1x7_reduce_relu"
- type: "ReLU"
- bottom: "inception_b3_1x7_reduce_bn"
- top: "inception_b3_1x7_reduce_bn"
- }
- layer {
- name: "inception_b3_1x7"
- type: "Convolution"
- bottom: "inception_b3_1x7_reduce_bn"
- top: "inception_b3_1x7"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b3_1x7_bn"
- type: "BatchNorm"
- bottom: "inception_b3_1x7"
- top: "inception_b3_1x7_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b3_1x7_relu"
- type: "ReLU"
- bottom: "inception_b3_1x7_bn"
- top: "inception_b3_1x7_bn"
- }
- layer {
- name: "inception_b3_7x1"
- type: "Convolution"
- bottom: "inception_b3_1x7_bn"
- top: "inception_b3_7x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b3_7x1_bn"
- type: "BatchNorm"
- bottom: "inception_b3_7x1"
- top: "inception_b3_7x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b3_7x1_relu"
- type: "ReLU"
- bottom: "inception_b3_7x1_bn"
- top: "inception_b3_7x1_bn"
- }
- layer {
- name: "inception_b3_1x7_2_reduce"
- type: "Convolution"
- bottom: "inception_b2_concat"
- top: "inception_b3_1x7_2_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b3_1x7_2_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_b3_1x7_2_reduce"
- top: "inception_b3_1x7_2_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b3_1x7_2_reduce_relu"
- type: "ReLU"
- bottom: "inception_b3_1x7_2_reduce_bn"
- top: "inception_b3_1x7_2_reduce_bn"
- }
- layer {
- name: "inception_b3_1x7_2"
- type: "Convolution"
- bottom: "inception_b3_1x7_2_reduce_bn"
- top: "inception_b3_1x7_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b3_1x7_2_bn"
- type: "BatchNorm"
- bottom: "inception_b3_1x7_2"
- top: "inception_b3_1x7_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b3_1x7_2_relu"
- type: "ReLU"
- bottom: "inception_b3_1x7_2_bn"
- top: "inception_b3_1x7_2_bn"
- }
- layer {
- name: "inception_b3_7x1_2"
- type: "Convolution"
- bottom: "inception_b3_1x7_2_bn"
- top: "inception_b3_7x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b3_7x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_b3_7x1_2"
- top: "inception_b3_7x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b3_7x1_2_relu"
- type: "ReLU"
- bottom: "inception_b3_7x1_2_bn"
- top: "inception_b3_7x1_2_bn"
- }
- layer {
- name: "inception_b3_1x7_3"
- type: "Convolution"
- bottom: "inception_b3_7x1_2_bn"
- top: "inception_b3_1x7_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b3_1x7_3_bn"
- type: "BatchNorm"
- bottom: "inception_b3_1x7_3"
- top: "inception_b3_1x7_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b3_1x7_3_relu"
- type: "ReLU"
- bottom: "inception_b3_1x7_3_bn"
- top: "inception_b3_1x7_3_bn"
- }
- layer {
- name: "inception_b3_7x1_3"
- type: "Convolution"
- bottom: "inception_b3_1x7_3_bn"
- top: "inception_b3_7x1_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b3_7x1_3_bn"
- type: "BatchNorm"
- bottom: "inception_b3_7x1_3"
- top: "inception_b3_7x1_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b3_7x1_3_relu"
- type: "ReLU"
- bottom: "inception_b3_7x1_3_bn"
- top: "inception_b3_7x1_3_bn"
- }
- layer {
- name: "inception_b3_concat"
- type: "Concat"
- bottom: "inception_b3_1x1_bn"
- bottom: "inception_b3_1x1_2_bn"
- bottom: "inception_b3_7x1_bn"
- bottom: "inception_b3_7x1_3_bn"
- top: "inception_b3_concat"
- }
- layer {
- name: "inception_b4_pool_ave"
- type: "Pooling"
- bottom: "inception_b3_concat"
- top: "inception_b4_pool_ave"
- pooling_param {
- pool: AVE
- kernel_size: 3
- stride: 1
- pad: 1
- }
- }
- layer {
- name: "inception_b4_1x1"
- type: "Convolution"
- bottom: "inception_b4_pool_ave"
- top: "inception_b4_1x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 128
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b4_1x1_bn"
- type: "BatchNorm"
- bottom: "inception_b4_1x1"
- top: "inception_b4_1x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b4_1x1_relu"
- type: "ReLU"
- bottom: "inception_b4_1x1_bn"
- top: "inception_b4_1x1_bn"
- }
- layer {
- name: "inception_b4_1x1_2"
- type: "Convolution"
- bottom: "inception_b3_concat"
- top: "inception_b4_1x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 384
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b4_1x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_b4_1x1_2"
- top: "inception_b4_1x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b4_1x1_2_relu"
- type: "ReLU"
- bottom: "inception_b4_1x1_2_bn"
- top: "inception_b4_1x1_2_bn"
- }
- layer {
- name: "inception_b4_1x7_reduce"
- type: "Convolution"
- bottom: "inception_b3_concat"
- top: "inception_b4_1x7_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b4_1x7_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_b4_1x7_reduce"
- top: "inception_b4_1x7_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b4_1x7_reduce_relu"
- type: "ReLU"
- bottom: "inception_b4_1x7_reduce_bn"
- top: "inception_b4_1x7_reduce_bn"
- }
- layer {
- name: "inception_b4_1x7"
- type: "Convolution"
- bottom: "inception_b4_1x7_reduce_bn"
- top: "inception_b4_1x7"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b4_1x7_bn"
- type: "BatchNorm"
- bottom: "inception_b4_1x7"
- top: "inception_b4_1x7_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b4_1x7_relu"
- type: "ReLU"
- bottom: "inception_b4_1x7_bn"
- top: "inception_b4_1x7_bn"
- }
- layer {
- name: "inception_b4_7x1"
- type: "Convolution"
- bottom: "inception_b4_1x7_bn"
- top: "inception_b4_7x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b4_7x1_bn"
- type: "BatchNorm"
- bottom: "inception_b4_7x1"
- top: "inception_b4_7x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b4_7x1_relu"
- type: "ReLU"
- bottom: "inception_b4_7x1_bn"
- top: "inception_b4_7x1_bn"
- }
- layer {
- name: "inception_b4_1x7_2_reduce"
- type: "Convolution"
- bottom: "inception_b3_concat"
- top: "inception_b4_1x7_2_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b4_1x7_2_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_b4_1x7_2_reduce"
- top: "inception_b4_1x7_2_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b4_1x7_2_reduce_relu"
- type: "ReLU"
- bottom: "inception_b4_1x7_2_reduce_bn"
- top: "inception_b4_1x7_2_reduce_bn"
- }
- layer {
- name: "inception_b4_1x7_2"
- type: "Convolution"
- bottom: "inception_b4_1x7_2_reduce_bn"
- top: "inception_b4_1x7_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b4_1x7_2_bn"
- type: "BatchNorm"
- bottom: "inception_b4_1x7_2"
- top: "inception_b4_1x7_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b4_1x7_2_relu"
- type: "ReLU"
- bottom: "inception_b4_1x7_2_bn"
- top: "inception_b4_1x7_2_bn"
- }
- layer {
- name: "inception_b4_7x1_2"
- type: "Convolution"
- bottom: "inception_b4_1x7_2_bn"
- top: "inception_b4_7x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b4_7x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_b4_7x1_2"
- top: "inception_b4_7x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b4_7x1_2_relu"
- type: "ReLU"
- bottom: "inception_b4_7x1_2_bn"
- top: "inception_b4_7x1_2_bn"
- }
- layer {
- name: "inception_b4_1x7_3"
- type: "Convolution"
- bottom: "inception_b4_7x1_2_bn"
- top: "inception_b4_1x7_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b4_1x7_3_bn"
- type: "BatchNorm"
- bottom: "inception_b4_1x7_3"
- top: "inception_b4_1x7_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b4_1x7_3_relu"
- type: "ReLU"
- bottom: "inception_b4_1x7_3_bn"
- top: "inception_b4_1x7_3_bn"
- }
- layer {
- name: "inception_b4_7x1_3"
- type: "Convolution"
- bottom: "inception_b4_1x7_3_bn"
- top: "inception_b4_7x1_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b4_7x1_3_bn"
- type: "BatchNorm"
- bottom: "inception_b4_7x1_3"
- top: "inception_b4_7x1_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b4_7x1_3_relu"
- type: "ReLU"
- bottom: "inception_b4_7x1_3_bn"
- top: "inception_b4_7x1_3_bn"
- }
- layer {
- name: "inception_b4_concat"
- type: "Concat"
- bottom: "inception_b4_1x1_bn"
- bottom: "inception_b4_1x1_2_bn"
- bottom: "inception_b4_7x1_bn"
- bottom: "inception_b4_7x1_3_bn"
- top: "inception_b4_concat"
- }
- layer {
- name: "inception_b5_pool_ave"
- type: "Pooling"
- bottom: "inception_b4_concat"
- top: "inception_b5_pool_ave"
- pooling_param {
- pool: AVE
- kernel_size: 3
- stride: 1
- pad: 1
- }
- }
- layer {
- name: "inception_b5_1x1"
- type: "Convolution"
- bottom: "inception_b5_pool_ave"
- top: "inception_b5_1x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 128
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b5_1x1_bn"
- type: "BatchNorm"
- bottom: "inception_b5_1x1"
- top: "inception_b5_1x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b5_1x1_relu"
- type: "ReLU"
- bottom: "inception_b5_1x1_bn"
- top: "inception_b5_1x1_bn"
- }
- layer {
- name: "inception_b5_1x1_2"
- type: "Convolution"
- bottom: "inception_b4_concat"
- top: "inception_b5_1x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 384
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b5_1x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_b5_1x1_2"
- top: "inception_b5_1x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b5_1x1_2_relu"
- type: "ReLU"
- bottom: "inception_b5_1x1_2_bn"
- top: "inception_b5_1x1_2_bn"
- }
- layer {
- name: "inception_b5_1x7_reduce"
- type: "Convolution"
- bottom: "inception_b4_concat"
- top: "inception_b5_1x7_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b5_1x7_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_b5_1x7_reduce"
- top: "inception_b5_1x7_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b5_1x7_reduce_relu"
- type: "ReLU"
- bottom: "inception_b5_1x7_reduce_bn"
- top: "inception_b5_1x7_reduce_bn"
- }
- layer {
- name: "inception_b5_1x7"
- type: "Convolution"
- bottom: "inception_b5_1x7_reduce_bn"
- top: "inception_b5_1x7"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b5_1x7_bn"
- type: "BatchNorm"
- bottom: "inception_b5_1x7"
- top: "inception_b5_1x7_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b5_1x7_relu"
- type: "ReLU"
- bottom: "inception_b5_1x7_bn"
- top: "inception_b5_1x7_bn"
- }
- layer {
- name: "inception_b5_7x1"
- type: "Convolution"
- bottom: "inception_b5_1x7_bn"
- top: "inception_b5_7x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b5_7x1_bn"
- type: "BatchNorm"
- bottom: "inception_b5_7x1"
- top: "inception_b5_7x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b5_7x1_relu"
- type: "ReLU"
- bottom: "inception_b5_7x1_bn"
- top: "inception_b5_7x1_bn"
- }
- layer {
- name: "inception_b5_1x7_2_reduce"
- type: "Convolution"
- bottom: "inception_b4_concat"
- top: "inception_b5_1x7_2_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b5_1x7_2_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_b5_1x7_2_reduce"
- top: "inception_b5_1x7_2_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b5_1x7_2_reduce_relu"
- type: "ReLU"
- bottom: "inception_b5_1x7_2_reduce_bn"
- top: "inception_b5_1x7_2_reduce_bn"
- }
- layer {
- name: "inception_b5_1x7_2"
- type: "Convolution"
- bottom: "inception_b5_1x7_2_reduce_bn"
- top: "inception_b5_1x7_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b5_1x7_2_bn"
- type: "BatchNorm"
- bottom: "inception_b5_1x7_2"
- top: "inception_b5_1x7_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b5_1x7_2_relu"
- type: "ReLU"
- bottom: "inception_b5_1x7_2_bn"
- top: "inception_b5_1x7_2_bn"
- }
- layer {
- name: "inception_b5_7x1_2"
- type: "Convolution"
- bottom: "inception_b5_1x7_2_bn"
- top: "inception_b5_7x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b5_7x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_b5_7x1_2"
- top: "inception_b5_7x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b5_7x1_2_relu"
- type: "ReLU"
- bottom: "inception_b5_7x1_2_bn"
- top: "inception_b5_7x1_2_bn"
- }
- layer {
- name: "inception_b5_1x7_3"
- type: "Convolution"
- bottom: "inception_b5_7x1_2_bn"
- top: "inception_b5_1x7_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b5_1x7_3_bn"
- type: "BatchNorm"
- bottom: "inception_b5_1x7_3"
- top: "inception_b5_1x7_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b5_1x7_3_relu"
- type: "ReLU"
- bottom: "inception_b5_1x7_3_bn"
- top: "inception_b5_1x7_3_bn"
- }
- layer {
- name: "inception_b5_7x1_3"
- type: "Convolution"
- bottom: "inception_b5_1x7_3_bn"
- top: "inception_b5_7x1_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b5_7x1_3_bn"
- type: "BatchNorm"
- bottom: "inception_b5_7x1_3"
- top: "inception_b5_7x1_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b5_7x1_3_relu"
- type: "ReLU"
- bottom: "inception_b5_7x1_3_bn"
- top: "inception_b5_7x1_3_bn"
- }
- layer {
- name: "inception_b5_concat"
- type: "Concat"
- bottom: "inception_b5_1x1_bn"
- bottom: "inception_b5_1x1_2_bn"
- bottom: "inception_b5_7x1_bn"
- bottom: "inception_b5_7x1_3_bn"
- top: "inception_b5_concat"
- }
- layer {
- name: "inception_b6_pool_ave"
- type: "Pooling"
- bottom: "inception_b5_concat"
- top: "inception_b6_pool_ave"
- pooling_param {
- pool: AVE
- kernel_size: 3
- stride: 1
- pad: 1
- }
- }
- layer {
- name: "inception_b6_1x1"
- type: "Convolution"
- bottom: "inception_b6_pool_ave"
- top: "inception_b6_1x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 128
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b6_1x1_bn"
- type: "BatchNorm"
- bottom: "inception_b6_1x1"
- top: "inception_b6_1x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b6_1x1_relu"
- type: "ReLU"
- bottom: "inception_b6_1x1_bn"
- top: "inception_b6_1x1_bn"
- }
- layer {
- name: "inception_b6_1x1_2"
- type: "Convolution"
- bottom: "inception_b5_concat"
- top: "inception_b6_1x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 384
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b6_1x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_b6_1x1_2"
- top: "inception_b6_1x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b6_1x1_2_relu"
- type: "ReLU"
- bottom: "inception_b6_1x1_2_bn"
- top: "inception_b6_1x1_2_bn"
- }
- layer {
- name: "inception_b6_1x7_reduce"
- type: "Convolution"
- bottom: "inception_b5_concat"
- top: "inception_b6_1x7_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b6_1x7_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_b6_1x7_reduce"
- top: "inception_b6_1x7_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b6_1x7_reduce_relu"
- type: "ReLU"
- bottom: "inception_b6_1x7_reduce_bn"
- top: "inception_b6_1x7_reduce_bn"
- }
- layer {
- name: "inception_b6_1x7"
- type: "Convolution"
- bottom: "inception_b6_1x7_reduce_bn"
- top: "inception_b6_1x7"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b6_1x7_bn"
- type: "BatchNorm"
- bottom: "inception_b6_1x7"
- top: "inception_b6_1x7_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b6_1x7_relu"
- type: "ReLU"
- bottom: "inception_b6_1x7_bn"
- top: "inception_b6_1x7_bn"
- }
- layer {
- name: "inception_b6_7x1"
- type: "Convolution"
- bottom: "inception_b6_1x7_bn"
- top: "inception_b6_7x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b6_7x1_bn"
- type: "BatchNorm"
- bottom: "inception_b6_7x1"
- top: "inception_b6_7x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b6_7x1_relu"
- type: "ReLU"
- bottom: "inception_b6_7x1_bn"
- top: "inception_b6_7x1_bn"
- }
- layer {
- name: "inception_b6_1x7_2_reduce"
- type: "Convolution"
- bottom: "inception_b5_concat"
- top: "inception_b6_1x7_2_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b6_1x7_2_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_b6_1x7_2_reduce"
- top: "inception_b6_1x7_2_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b6_1x7_2_reduce_relu"
- type: "ReLU"
- bottom: "inception_b6_1x7_2_reduce_bn"
- top: "inception_b6_1x7_2_reduce_bn"
- }
- layer {
- name: "inception_b6_1x7_2"
- type: "Convolution"
- bottom: "inception_b6_1x7_2_reduce_bn"
- top: "inception_b6_1x7_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b6_1x7_2_bn"
- type: "BatchNorm"
- bottom: "inception_b6_1x7_2"
- top: "inception_b6_1x7_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b6_1x7_2_relu"
- type: "ReLU"
- bottom: "inception_b6_1x7_2_bn"
- top: "inception_b6_1x7_2_bn"
- }
- layer {
- name: "inception_b6_7x1_2"
- type: "Convolution"
- bottom: "inception_b6_1x7_2_bn"
- top: "inception_b6_7x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b6_7x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_b6_7x1_2"
- top: "inception_b6_7x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b6_7x1_2_relu"
- type: "ReLU"
- bottom: "inception_b6_7x1_2_bn"
- top: "inception_b6_7x1_2_bn"
- }
- layer {
- name: "inception_b6_1x7_3"
- type: "Convolution"
- bottom: "inception_b6_7x1_2_bn"
- top: "inception_b6_1x7_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b6_1x7_3_bn"
- type: "BatchNorm"
- bottom: "inception_b6_1x7_3"
- top: "inception_b6_1x7_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b6_1x7_3_relu"
- type: "ReLU"
- bottom: "inception_b6_1x7_3_bn"
- top: "inception_b6_1x7_3_bn"
- }
- layer {
- name: "inception_b6_7x1_3"
- type: "Convolution"
- bottom: "inception_b6_1x7_3_bn"
- top: "inception_b6_7x1_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b6_7x1_3_bn"
- type: "BatchNorm"
- bottom: "inception_b6_7x1_3"
- top: "inception_b6_7x1_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b6_7x1_3_relu"
- type: "ReLU"
- bottom: "inception_b6_7x1_3_bn"
- top: "inception_b6_7x1_3_bn"
- }
- layer {
- name: "inception_b6_concat"
- type: "Concat"
- bottom: "inception_b6_1x1_bn"
- bottom: "inception_b6_1x1_2_bn"
- bottom: "inception_b6_7x1_bn"
- bottom: "inception_b6_7x1_3_bn"
- top: "inception_b6_concat"
- }
- layer {
- name: "inception_b7_pool_ave"
- type: "Pooling"
- bottom: "inception_b6_concat"
- top: "inception_b7_pool_ave"
- pooling_param {
- pool: AVE
- kernel_size: 3
- stride: 1
- pad: 1
- }
- }
- layer {
- name: "inception_b7_1x1"
- type: "Convolution"
- bottom: "inception_b7_pool_ave"
- top: "inception_b7_1x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 128
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b7_1x1_bn"
- type: "BatchNorm"
- bottom: "inception_b7_1x1"
- top: "inception_b7_1x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b7_1x1_relu"
- type: "ReLU"
- bottom: "inception_b7_1x1_bn"
- top: "inception_b7_1x1_bn"
- }
- layer {
- name: "inception_b7_1x1_2"
- type: "Convolution"
- bottom: "inception_b6_concat"
- top: "inception_b7_1x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 384
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b7_1x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_b7_1x1_2"
- top: "inception_b7_1x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b7_1x1_2_relu"
- type: "ReLU"
- bottom: "inception_b7_1x1_2_bn"
- top: "inception_b7_1x1_2_bn"
- }
- layer {
- name: "inception_b7_1x7_reduce"
- type: "Convolution"
- bottom: "inception_b6_concat"
- top: "inception_b7_1x7_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b7_1x7_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_b7_1x7_reduce"
- top: "inception_b7_1x7_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b7_1x7_reduce_relu"
- type: "ReLU"
- bottom: "inception_b7_1x7_reduce_bn"
- top: "inception_b7_1x7_reduce_bn"
- }
- layer {
- name: "inception_b7_1x7"
- type: "Convolution"
- bottom: "inception_b7_1x7_reduce_bn"
- top: "inception_b7_1x7"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b7_1x7_bn"
- type: "BatchNorm"
- bottom: "inception_b7_1x7"
- top: "inception_b7_1x7_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b7_1x7_relu"
- type: "ReLU"
- bottom: "inception_b7_1x7_bn"
- top: "inception_b7_1x7_bn"
- }
- layer {
- name: "inception_b7_7x1"
- type: "Convolution"
- bottom: "inception_b7_1x7_bn"
- top: "inception_b7_7x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b7_7x1_bn"
- type: "BatchNorm"
- bottom: "inception_b7_7x1"
- top: "inception_b7_7x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b7_7x1_relu"
- type: "ReLU"
- bottom: "inception_b7_7x1_bn"
- top: "inception_b7_7x1_bn"
- }
- layer {
- name: "inception_b7_1x7_2_reduce"
- type: "Convolution"
- bottom: "inception_b6_concat"
- top: "inception_b7_1x7_2_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b7_1x7_2_reduce_bn"
- type: "BatchNorm"
- bottom: "inception_b7_1x7_2_reduce"
- top: "inception_b7_1x7_2_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b7_1x7_2_reduce_relu"
- type: "ReLU"
- bottom: "inception_b7_1x7_2_reduce_bn"
- top: "inception_b7_1x7_2_reduce_bn"
- }
- layer {
- name: "inception_b7_1x7_2"
- type: "Convolution"
- bottom: "inception_b7_1x7_2_reduce_bn"
- top: "inception_b7_1x7_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b7_1x7_2_bn"
- type: "BatchNorm"
- bottom: "inception_b7_1x7_2"
- top: "inception_b7_1x7_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b7_1x7_2_relu"
- type: "ReLU"
- bottom: "inception_b7_1x7_2_bn"
- top: "inception_b7_1x7_2_bn"
- }
- layer {
- name: "inception_b7_7x1_2"
- type: "Convolution"
- bottom: "inception_b7_1x7_2_bn"
- top: "inception_b7_7x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b7_7x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_b7_7x1_2"
- top: "inception_b7_7x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b7_7x1_2_relu"
- type: "ReLU"
- bottom: "inception_b7_7x1_2_bn"
- top: "inception_b7_7x1_2_bn"
- }
- layer {
- name: "inception_b7_1x7_3"
- type: "Convolution"
- bottom: "inception_b7_7x1_2_bn"
- top: "inception_b7_1x7_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 224
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "inception_b7_1x7_3_bn"
- type: "BatchNorm"
- bottom: "inception_b7_1x7_3"
- top: "inception_b7_1x7_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b7_1x7_3_relu"
- type: "ReLU"
- bottom: "inception_b7_1x7_3_bn"
- top: "inception_b7_1x7_3_bn"
- }
- layer {
- name: "inception_b7_7x1_3"
- type: "Convolution"
- bottom: "inception_b7_1x7_3_bn"
- top: "inception_b7_7x1_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "inception_b7_7x1_3_bn"
- type: "BatchNorm"
- bottom: "inception_b7_7x1_3"
- top: "inception_b7_7x1_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_b7_7x1_3_relu"
- type: "ReLU"
- bottom: "inception_b7_7x1_3_bn"
- top: "inception_b7_7x1_3_bn"
- }
- layer {
- name: "inception_b7_concat"
- type: "Concat"
- bottom: "inception_b7_1x1_bn"
- bottom: "inception_b7_1x1_2_bn"
- bottom: "inception_b7_7x1_bn"
- bottom: "inception_b7_7x1_3_bn"
- top: "inception_b7_concat"
- }
- layer {
- name: "reduction_b_pool"
- type: "Pooling"
- bottom: "inception_b7_concat"
- top: "reduction_b_pool"
- pooling_param {
- pool: MAX
- kernel_size: 3
- stride: 2
- }
- }
- layer {
- name: "reduction_b_3x3_reduce"
- type: "Convolution"
- bottom: "inception_b7_concat"
- top: "reduction_b_3x3_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_b_3x3_reduce_bn"
- type: "BatchNorm"
- bottom: "reduction_b_3x3_reduce"
- top: "reduction_b_3x3_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_b_3x3_reduce_relu"
- type: "ReLU"
- bottom: "reduction_b_3x3_reduce_bn"
- top: "reduction_b_3x3_reduce_bn"
- }
- layer {
- name: "reduction_b_3x3"
- type: "Convolution"
- bottom: "reduction_b_3x3_reduce_bn"
- top: "reduction_b_3x3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 192
- pad: 0
- kernel_size: 3
- stride: 2
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_b_3x3_bn"
- type: "BatchNorm"
- bottom: "reduction_b_3x3"
- top: "reduction_b_3x3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_b_3x3_relu"
- type: "ReLU"
- bottom: "reduction_b_3x3_bn"
- top: "reduction_b_3x3_bn"
- }
- layer {
- name: "reduction_b_1x7_reduce"
- type: "Convolution"
- bottom: "inception_b7_concat"
- top: "reduction_b_1x7_reduce"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_b_1x7_reduce_bn"
- type: "BatchNorm"
- bottom: "reduction_b_1x7_reduce"
- top: "reduction_b_1x7_reduce_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_b_1x7_reduce_relu"
- type: "ReLU"
- bottom: "reduction_b_1x7_reduce_bn"
- top: "reduction_b_1x7_reduce_bn"
- }
- layer {
- name: "reduction_b_1x7"
- type: "Convolution"
- bottom: "reduction_b_1x7_reduce_bn"
- top: "reduction_b_1x7"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 3
- kernel_h: 1
- kernel_w: 7
- }
- }
- layer {
- name: "reduction_b_1x7_bn"
- type: "BatchNorm"
- bottom: "reduction_b_1x7"
- top: "reduction_b_1x7_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_b_1x7_relu"
- type: "ReLU"
- bottom: "reduction_b_1x7_bn"
- top: "reduction_b_1x7_bn"
- }
- layer {
- name: "reduction_b_7x1"
- type: "Convolution"
- bottom: "reduction_b_1x7_bn"
- top: "reduction_b_7x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 320
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 3
- pad_w: 0
- kernel_h: 7
- kernel_w: 1
- }
- }
- layer {
- name: "reduction_b_7x1_bn"
- type: "BatchNorm"
- bottom: "reduction_b_7x1"
- top: "reduction_b_7x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_b_7x1_relu"
- type: "ReLU"
- bottom: "reduction_b_7x1_bn"
- top: "reduction_b_7x1_bn"
- }
- layer {
- name: "reduction_b_3x3_2"
- type: "Convolution"
- bottom: "reduction_b_7x1_bn"
- top: "reduction_b_3x3_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 320
- pad: 0
- kernel_size: 3
- stride: 2
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_b_3x3_2_bn"
- type: "BatchNorm"
- bottom: "reduction_b_3x3_2"
- top: "reduction_b_3x3_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "reduction_b_3x3_2_relu"
- type: "ReLU"
- bottom: "reduction_b_3x3_2_bn"
- top: "reduction_b_3x3_2_bn"
- }
- layer {
- name: "reduction_b_concat"
- type: "Concat"
- bottom: "reduction_b_pool"
- bottom: "reduction_b_3x3_bn"
- bottom: "reduction_b_3x3_2_bn"
- top: "reduction_b_concat"
- }
- layer {
- name: "inception_c1_pool_ave"
- type: "Pooling"
- bottom: "reduction_b_concat"
- top: "inception_c1_pool_ave"
- pooling_param {
- pool: AVE
- kernel_size: 3
- stride: 1
- pad: 1
- }
- }
- layer {
- name: "inception_c1_1x1"
- type: "Convolution"
- bottom: "inception_c1_pool_ave"
- top: "inception_c1_1x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c1_1x1_bn"
- type: "BatchNorm"
- bottom: "inception_c1_1x1"
- top: "inception_c1_1x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c1_1x1_relu"
- type: "ReLU"
- bottom: "inception_c1_1x1_bn"
- top: "inception_c1_1x1_bn"
- }
- layer {
- name: "inception_c1_1x1_2"
- type: "Convolution"
- bottom: "reduction_b_concat"
- top: "inception_c1_1x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c1_1x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_c1_1x1_2"
- top: "inception_c1_1x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c1_1x1_2_relu"
- type: "ReLU"
- bottom: "inception_c1_1x1_2_bn"
- top: "inception_c1_1x1_2_bn"
- }
- layer {
- name: "inception_c1_1x1_3"
- type: "Convolution"
- bottom: "reduction_b_concat"
- top: "inception_c1_1x1_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 384
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c1_1x1_3_bn"
- type: "BatchNorm"
- bottom: "inception_c1_1x1_3"
- top: "inception_c1_1x1_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c1_1x1_3_relu"
- type: "ReLU"
- bottom: "inception_c1_1x1_3_bn"
- top: "inception_c1_1x1_3_bn"
- }
- layer {
- name: "inception_c1_1x3"
- type: "Convolution"
- bottom: "inception_c1_1x1_3_bn"
- top: "inception_c1_1x3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 1
- kernel_h: 1
- kernel_w: 3
- }
- }
- layer {
- name: "inception_c1_1x3_bn"
- type: "BatchNorm"
- bottom: "inception_c1_1x3"
- top: "inception_c1_1x3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c1_1x3_relu"
- type: "ReLU"
- bottom: "inception_c1_1x3_bn"
- top: "inception_c1_1x3_bn"
- }
- layer {
- name: "inception_c1_3x1"
- type: "Convolution"
- bottom: "inception_c1_1x1_3_bn"
- top: "inception_c1_3x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 1
- pad_w: 0
- kernel_h: 3
- kernel_w: 1
- }
- }
- layer {
- name: "inception_c1_3x1_bn"
- type: "BatchNorm"
- bottom: "inception_c1_3x1"
- top: "inception_c1_3x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c1_3x1_relu"
- type: "ReLU"
- bottom: "inception_c1_3x1_bn"
- top: "inception_c1_3x1_bn"
- }
- layer {
- name: "inception_c1_1x1_4"
- type: "Convolution"
- bottom: "reduction_b_concat"
- top: "inception_c1_1x1_4"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 384
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c1_1x1_4_bn"
- type: "BatchNorm"
- bottom: "inception_c1_1x1_4"
- top: "inception_c1_1x1_4_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c1_1x1_4_relu"
- type: "ReLU"
- bottom: "inception_c1_1x1_4_bn"
- top: "inception_c1_1x1_4_bn"
- }
- layer {
- name: "inception_c1_1x3_2"
- type: "Convolution"
- bottom: "inception_c1_1x1_4_bn"
- top: "inception_c1_1x3_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 448
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 1
- kernel_h: 1
- kernel_w: 3
- }
- }
- layer {
- name: "inception_c1_1x3_2_bn"
- type: "BatchNorm"
- bottom: "inception_c1_1x3_2"
- top: "inception_c1_1x3_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c1_1x3_2_relu"
- type: "ReLU"
- bottom: "inception_c1_1x3_2_bn"
- top: "inception_c1_1x3_2_bn"
- }
- layer {
- name: "inception_c1_3x1_2"
- type: "Convolution"
- bottom: "inception_c1_1x3_2_bn"
- top: "inception_c1_3x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 512
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 1
- pad_w: 0
- kernel_h: 3
- kernel_w: 1
- }
- }
- layer {
- name: "inception_c1_3x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_c1_3x1_2"
- top: "inception_c1_3x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c1_3x1_2_relu"
- type: "ReLU"
- bottom: "inception_c1_3x1_2_bn"
- top: "inception_c1_3x1_2_bn"
- }
- layer {
- name: "inception_c1_1x3_3"
- type: "Convolution"
- bottom: "inception_c1_3x1_2_bn"
- top: "inception_c1_1x3_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 1
- kernel_h: 1
- kernel_w: 3
- }
- }
- layer {
- name: "inception_c1_1x3_3_bn"
- type: "BatchNorm"
- bottom: "inception_c1_1x3_3"
- top: "inception_c1_1x3_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c1_1x3_3_relu"
- type: "ReLU"
- bottom: "inception_c1_1x3_3_bn"
- top: "inception_c1_1x3_3_bn"
- }
- layer {
- name: "inception_c1_3x1_3"
- type: "Convolution"
- bottom: "inception_c1_3x1_2_bn"
- top: "inception_c1_3x1_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 1
- pad_w: 0
- kernel_h: 3
- kernel_w: 1
- }
- }
- layer {
- name: "inception_c1_3x1_3_bn"
- type: "BatchNorm"
- bottom: "inception_c1_3x1_3"
- top: "inception_c1_3x1_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c1_3x1_3_relu"
- type: "ReLU"
- bottom: "inception_c1_3x1_3_bn"
- top: "inception_c1_3x1_3_bn"
- }
- layer {
- name: "inception_c1_concat"
- type: "Concat"
- bottom: "inception_c1_1x1_bn"
- bottom: "inception_c1_1x1_2_bn"
- bottom: "inception_c1_1x3_bn"
- bottom: "inception_c1_3x1_bn"
- bottom: "inception_c1_1x3_3_bn"
- bottom: "inception_c1_3x1_3_bn"
- top: "inception_c1_concat"
- }
- layer {
- name: "inception_c2_pool_ave"
- type: "Pooling"
- bottom: "inception_c1_concat"
- top: "inception_c2_pool_ave"
- pooling_param {
- pool: AVE
- kernel_size: 3
- stride: 1
- pad: 1
- }
- }
- layer {
- name: "inception_c2_1x1"
- type: "Convolution"
- bottom: "inception_c2_pool_ave"
- top: "inception_c2_1x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c2_1x1_bn"
- type: "BatchNorm"
- bottom: "inception_c2_1x1"
- top: "inception_c2_1x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c2_1x1_relu"
- type: "ReLU"
- bottom: "inception_c2_1x1_bn"
- top: "inception_c2_1x1_bn"
- }
- layer {
- name: "inception_c2_1x1_2"
- type: "Convolution"
- bottom: "inception_c1_concat"
- top: "inception_c2_1x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c2_1x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_c2_1x1_2"
- top: "inception_c2_1x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c2_1x1_2_relu"
- type: "ReLU"
- bottom: "inception_c2_1x1_2_bn"
- top: "inception_c2_1x1_2_bn"
- }
- layer {
- name: "inception_c2_1x1_3"
- type: "Convolution"
- bottom: "inception_c1_concat"
- top: "inception_c2_1x1_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 384
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c2_1x1_3_bn"
- type: "BatchNorm"
- bottom: "inception_c2_1x1_3"
- top: "inception_c2_1x1_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c2_1x1_3_relu"
- type: "ReLU"
- bottom: "inception_c2_1x1_3_bn"
- top: "inception_c2_1x1_3_bn"
- }
- layer {
- name: "inception_c2_1x3"
- type: "Convolution"
- bottom: "inception_c2_1x1_3_bn"
- top: "inception_c2_1x3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type:"msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 1
- kernel_h: 1
- kernel_w: 3
- }
- }
- layer {
- name: "inception_c2_1x3_bn"
- type: "BatchNorm"
- bottom: "inception_c2_1x3"
- top: "inception_c2_1x3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c2_1x3_relu"
- type: "ReLU"
- bottom: "inception_c2_1x3_bn"
- top: "inception_c2_1x3_bn"
- }
- layer {
- name: "inception_c2_3x1"
- type: "Convolution"
- bottom: "inception_c2_1x1_3_bn"
- top: "inception_c2_3x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 1
- pad_w: 0
- kernel_h: 3
- kernel_w: 1
- }
- }
- layer {
- name: "inception_c2_3x1_bn"
- type: "BatchNorm"
- bottom: "inception_c2_3x1"
- top: "inception_c2_3x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c2_3x1_relu"
- type: "ReLU"
- bottom: "inception_c2_3x1_bn"
- top: "inception_c2_3x1_bn"
- }
- layer {
- name: "inception_c2_1x1_4"
- type: "Convolution"
- bottom: "inception_c1_concat"
- top: "inception_c2_1x1_4"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 384
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c2_1x1_4_bn"
- type: "BatchNorm"
- bottom: "inception_c2_1x1_4"
- top: "inception_c2_1x1_4_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c2_1x1_4_relu"
- type: "ReLU"
- bottom: "inception_c2_1x1_4_bn"
- top: "inception_c2_1x1_4_bn"
- }
- layer {
- name: "inception_c2_1x3_2"
- type: "Convolution"
- bottom: "inception_c2_1x1_4_bn"
- top: "inception_c2_1x3_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 448
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 1
- kernel_h: 1
- kernel_w: 3
- }
- }
- layer {
- name: "inception_c2_1x3_2_bn"
- type: "BatchNorm"
- bottom: "inception_c2_1x3_2"
- top: "inception_c2_1x3_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c2_1x3_2_relu"
- type: "ReLU"
- bottom: "inception_c2_1x3_2_bn"
- top: "inception_c2_1x3_2_bn"
- }
- layer {
- name: "inception_c2_3x1_2"
- type: "Convolution"
- bottom: "inception_c2_1x3_2_bn"
- top: "inception_c2_3x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 512
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 1
- pad_w: 0
- kernel_h: 3
- kernel_w: 1
- }
- }
- layer {
- name: "inception_c2_3x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_c2_3x1_2"
- top: "inception_c2_3x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c2_3x1_2_relu"
- type: "ReLU"
- bottom: "inception_c2_3x1_2_bn"
- top: "inception_c2_3x1_2_bn"
- }
- layer {
- name: "inception_c2_1x3_3"
- type: "Convolution"
- bottom: "inception_c2_3x1_2_bn"
- top: "inception_c2_1x3_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 1
- kernel_h: 1
- kernel_w: 3
- }
- }
- layer {
- name: "inception_c2_1x3_3_bn"
- type: "BatchNorm"
- bottom: "inception_c2_1x3_3"
- top: "inception_c2_1x3_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c2_1x3_3_relu"
- type: "ReLU"
- bottom: "inception_c2_1x3_3_bn"
- top: "inception_c2_1x3_3_bn"
- }
- layer {
- name: "inception_c2_3x1_3"
- type: "Convolution"
- bottom: "inception_c2_3x1_2_bn"
- top: "inception_c2_3x1_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 1
- pad_w: 0
- kernel_h: 3
- kernel_w: 1
- }
- }
- layer {
- name: "inception_c2_3x1_3_bn"
- type: "BatchNorm"
- bottom: "inception_c2_3x1_3"
- top: "inception_c2_3x1_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c2_3x1_3_relu"
- type: "ReLU"
- bottom: "inception_c2_3x1_3_bn"
- top: "inception_c2_3x1_3_bn"
- }
- layer {
- name: "inception_c2_concat"
- type: "Concat"
- bottom: "inception_c2_1x1_bn"
- bottom: "inception_c2_1x1_2_bn"
- bottom: "inception_c2_1x3_bn"
- bottom: "inception_c2_3x1_bn"
- bottom: "inception_c2_1x3_3_bn"
- bottom: "inception_c2_3x1_3_bn"
- top: "inception_c2_concat"
- }
- layer {
- name: "inception_c3_pool_ave"
- type: "Pooling"
- bottom: "inception_c2_concat"
- top: "inception_c3_pool_ave"
- pooling_param {
- pool: AVE
- kernel_size: 3
- stride: 1
- pad: 1
- }
- }
- layer {
- name: "inception_c3_1x1"
- type: "Convolution"
- bottom: "inception_c3_pool_ave"
- top: "inception_c3_1x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c3_1x1_bn"
- type: "BatchNorm"
- bottom: "inception_c3_1x1"
- top: "inception_c3_1x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c3_1x1_relu"
- type: "ReLU"
- bottom: "inception_c3_1x1_bn"
- top: "inception_c3_1x1_bn"
- }
- layer {
- name: "inception_c3_1x1_2"
- type: "Convolution"
- bottom: "inception_c2_concat"
- top: "inception_c3_1x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c3_1x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_c3_1x1_2"
- top: "inception_c3_1x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c3_1x1_2_relu"
- type: "ReLU"
- bottom: "inception_c3_1x1_2_bn"
- top: "inception_c3_1x1_2_bn"
- }
- layer {
- name: "inception_c3_1x1_3"
- type: "Convolution"
- bottom: "inception_c2_concat"
- top: "inception_c3_1x1_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 384
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c3_1x1_3_bn"
- type: "BatchNorm"
- bottom: "inception_c3_1x1_3"
- top: "inception_c3_1x1_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c3_1x1_3_relu"
- type: "ReLU"
- bottom: "inception_c3_1x1_3_bn"
- top: "inception_c3_1x1_3_bn"
- }
- layer {
- name: "inception_c3_1x3"
- type: "Convolution"
- bottom: "inception_c3_1x1_3_bn"
- top: "inception_c3_1x3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 1
- kernel_h: 1
- kernel_w: 3
- }
- }
- layer {
- name: "inception_c3_1x3_bn"
- type: "BatchNorm"
- bottom: "inception_c3_1x3"
- top: "inception_c3_1x3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c3_1x3_relu"
- type: "ReLU"
- bottom: "inception_c3_1x3_bn"
- top: "inception_c3_1x3_bn"
- }
- layer {
- name: "inception_c3_3x1"
- type: "Convolution"
- bottom: "inception_c3_1x1_3_bn"
- top: "inception_c3_3x1"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 1
- pad_w: 0
- kernel_h: 3
- kernel_w: 1
- }
- }
- layer {
- name: "inception_c3_3x1_bn"
- type: "BatchNorm"
- bottom: "inception_c3_3x1"
- top: "inception_c3_3x1_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c3_3x1_relu"
- type: "ReLU"
- bottom: "inception_c3_3x1_bn"
- top: "inception_c3_3x1_bn"
- }
- layer {
- name: "inception_c3_1x1_4"
- type: "Convolution"
- bottom: "inception_c2_concat"
- top: "inception_c3_1x1_4"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 384
- pad: 0
- kernel_size: 1
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c3_1x1_4_bn"
- type: "BatchNorm"
- bottom: "inception_c3_1x1_4"
- top: "inception_c3_1x1_4_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c3_1x1_4_relu"
- type: "ReLU"
- bottom: "inception_c3_1x1_4_bn"
- top: "inception_c3_1x1_4_bn"
- }
- layer {
- name: "inception_c3_1x3_2"
- type: "Convolution"
- bottom: "inception_c3_1x1_4_bn"
- top: "inception_c3_1x3_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 448
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 1
- kernel_h: 1
- kernel_w: 3
- }
- }
- layer {
- name: "inception_c3_1x3_2_bn"
- type: "BatchNorm"
- bottom: "inception_c3_1x3_2"
- top: "inception_c3_1x3_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c3_1x3_2_relu"
- type: "ReLU"
- bottom: "inception_c3_1x3_2_bn"
- top: "inception_c3_1x3_2_bn"
- }
- layer {
- name: "inception_c3_3x1_2"
- type: "Convolution"
- bottom: "inception_c3_1x3_2_bn"
- top: "inception_c3_3x1_2"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 512
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 1
- pad_w: 0
- kernel_h: 3
- kernel_w: 1
- }
- }
- layer {
- name: "inception_c3_3x1_2_bn"
- type: "BatchNorm"
- bottom: "inception_c3_3x1_2"
- top: "inception_c3_3x1_2_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c3_3x1_2_relu"
- type: "ReLU"
- bottom: "inception_c3_3x1_2_bn"
- top: "inception_c3_3x1_2_bn"
- }
- layer {
- name: "inception_c3_1x3_3"
- type: "Convolution"
- bottom: "inception_c3_3x1_2_bn"
- top: "inception_c3_1x3_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 0
- pad_w: 1
- kernel_h: 1
- kernel_w: 3
- }
- }
- layer {
- name: "inception_c3_1x3_3_bn"
- type: "BatchNorm"
- bottom: "inception_c3_1x3_3"
- top: "inception_c3_1x3_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c3_1x3_3_relu"
- type: "ReLU"
- bottom: "inception_c3_1x3_3_bn"
- top: "inception_c3_1x3_3_bn"
- }
- layer {
- name: "inception_c3_3x1_3"
- type: "Convolution"
- bottom: "inception_c3_3x1_2_bn"
- top: "inception_c3_3x1_3"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- convolution_param {
- num_output: 256
- stride: 1
- weight_filler {
- type: "msra"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- pad_h: 1
- pad_w: 0
- kernel_h: 3
- kernel_w: 1
- }
- }
- layer {
- name: "inception_c3_3x1_3_bn"
- type: "BatchNorm"
- bottom: "inception_c3_3x1_3"
- top: "inception_c3_3x1_3_bn"
- param {
- lr_mult: 1
- decay_mult: 0
- }
- param {
- lr_mult: 1
- decay_mult: 0
- }
- batch_norm_param {
- scale_filler {
- type: "constant"
- value: 1
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "inception_c3_3x1_3_relu"
- type: "ReLU"
- bottom: "inception_c3_3x1_3_bn"
- top: "inception_c3_3x1_3_bn"
- }
- layer {
- name: "inception_c3_concat"
- type: "Concat"
- bottom: "inception_c3_1x1_bn"
- bottom: "inception_c3_1x1_2_bn"
- bottom: "inception_c3_1x3_bn"
- bottom: "inception_c3_3x1_bn"
- bottom: "inception_c3_1x3_3_bn"
- bottom: "inception_c3_3x1_3_bn"
- top: "inception_c3_concat"
- }
- layer {
- name: "pool_8x8_s1"
- type: "Pooling"
- bottom: "inception_c3_concat"
- top: "pool_8x8_s1"
- pooling_param {
- pool: AVE
- global_pooling: true
- }
- }
- layer {
- name: "pool_8x8_s1_drop"
- type: "Dropout"
- bottom: "pool_8x8_s1"
- top: "pool_8x8_s1_drop"
- dropout_param {
- dropout_ratio: 0.2
- }
- }
- layer {
- name: "fclayer"
- type: "InnerProduct"
- bottom: "pool_8x8_s1_drop"
- top: "fclayer"
- param {
- lr_mult: 1
- decay_mult: 1
- }
- param {
- lr_mult: 2
- decay_mult: 0
- }
- inner_product_param {
- #num_output: 101
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- }
- }
- layer {
- name: "accuracy"
- type: "Accuracy"
- bottom: "fclayer"
- bottom: "label"
- top: "accuracy"
- include { stage: "val" }
- }
- layer {
- name: "loss"
- type: "SoftmaxWithLoss"
- bottom: "fclayer"
- bottom: "label"
- top: "loss"
- exclude { stage: "deploy" }
- }
- layer {
- name: "softmax"
- type: "Softmax"
- bottom: "fclayer"
- top: "softmax"
- include { stage: "deploy" }
- }
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