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- name: "hybridnet"
- input: "data"
- input_dim: 10
- input_dim: 3
- input_dim: 227
- input_dim: 227
- layers {
- layer {
- name: "conv1"
- type: "conv"
- num_output: 96
- kernelsize: 11
- stride: 4
- weight_filler {
- type: "gaussian"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0.
- }
- blobs_lr: 1.
- blobs_lr: 2.
- weight_decay: 1.
- weight_decay: 0.
- }
- bottom: "data"
- top: "conv1"
- }
- layers {
- layer {
- name: "relu1"
- type: "relu"
- }
- bottom: "conv1"
- top: "conv1"
- }
- layers {
- layer {
- name: "pool1"
- type: "pool"
- pool: MAX
- kernelsize: 3
- stride: 2
- }
- bottom: "conv1"
- top: "pool1"
- }
- layers {
- layer {
- name: "norm1"
- type: "lrn"
- local_size: 5
- alpha: 0.0001
- beta: 0.75
- }
- bottom: "pool1"
- top: "norm1"
- }
- layers {
- layer {
- name: "conv2"
- type: "conv"
- num_output: 256
- group: 2
- kernelsize: 5
- pad: 2
- weight_filler {
- type: "gaussian"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 1.
- }
- blobs_lr: 1.
- blobs_lr: 2.
- weight_decay: 1.
- weight_decay: 0.
- }
- bottom: "norm1"
- top: "conv2"
- }
- layers {
- layer {
- name: "relu2"
- type: "relu"
- }
- bottom: "conv2"
- top: "conv2"
- }
- layers {
- layer {
- name: "pool2"
- type: "pool"
- pool: MAX
- kernelsize: 3
- stride: 2
- }
- bottom: "conv2"
- top: "pool2"
- }
- layers {
- layer {
- name: "norm2"
- type: "lrn"
- local_size: 5
- alpha: 0.0001
- beta: 0.75
- }
- bottom: "pool2"
- top: "norm2"
- }
- layers {
- layer {
- name: "conv3"
- type: "conv"
- num_output: 384
- kernelsize: 3
- pad: 1
- weight_filler {
- type: "gaussian"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0.
- }
- blobs_lr: 1.
- blobs_lr: 2.
- weight_decay: 1.
- weight_decay: 0.
- }
- bottom: "norm2"
- top: "conv3"
- }
- layers {
- layer {
- name: "relu3"
- type: "relu"
- }
- bottom: "conv3"
- top: "conv3"
- }
- layers {
- layer {
- name: "conv4"
- type: "conv"
- num_output: 384
- group: 2
- kernelsize: 3
- pad: 1
- weight_filler {
- type: "gaussian"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 1.
- }
- blobs_lr: 1.
- blobs_lr: 2.
- weight_decay: 1.
- weight_decay: 0.
- }
- bottom: "conv3"
- top: "conv4"
- }
- layers {
- layer {
- name: "relu4"
- type: "relu"
- }
- bottom: "conv4"
- top: "conv4"
- }
- layers {
- layer {
- name: "conv5"
- type: "conv"
- num_output: 256
- group: 2
- kernelsize: 3
- pad: 1
- weight_filler {
- type: "gaussian"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 1.
- }
- blobs_lr: 1.
- blobs_lr: 2.
- weight_decay: 1.
- weight_decay: 0.
- }
- bottom: "conv4"
- top: "conv5"
- }
- layers {
- layer {
- name: "relu5"
- type: "relu"
- }
- bottom: "conv5"
- top: "conv5"
- }
- layers {
- layer {
- name: "pool5"
- type: "pool"
- kernelsize: 3
- pool: MAX
- stride: 2
- }
- bottom: "conv5"
- top: "pool5"
- }
- layers {
- layer {
- name: "fc6"
- type: "innerproduct"
- num_output: 4096
- weight_filler {
- type: "gaussian"
- std: 0.005
- }
- bias_filler {
- type: "constant"
- value: 1.
- }
- blobs_lr: 1.
- blobs_lr: 2.
- weight_decay: 1.
- weight_decay: 0.
- }
- bottom: "pool5"
- top: "fc6"
- }
- layers {
- layer {
- name: "relu6"
- type: "relu"
- }
- bottom: "fc6"
- top: "fc6"
- }
- layers {
- layer {
- name: "drop6"
- type: "dropout"
- dropout_ratio: 0.5
- }
- bottom: "fc6"
- top: "fc6"
- }
- layers {
- layer {
- name: "fc7"
- type: "innerproduct"
- num_output: 4096
- weight_filler {
- type: "gaussian"
- std: 0.005
- }
- bias_filler {
- type: "constant"
- value: 1.
- }
- blobs_lr: 1.
- blobs_lr: 2.
- weight_decay: 1.
- weight_decay: 0.
- }
- bottom: "fc6"
- top: "fc7"
- }
- layers {
- layer {
- name: "relu7"
- type: "relu"
- }
- bottom: "fc7"
- top: "fc7"
- }
- layers {
- layer {
- name: "drop7"
- type: "dropout"
- dropout_ratio: 0.5
- }
- bottom: "fc7"
- top: "fc7"
- }
- layers {
- layer {
- name: "fc8"
- type: "innerproduct"
- num_output: 1183
- weight_filler {
- type: "gaussian"
- std: 0.01
- }
- bias_filler {
- type: "constant"
- value: 0
- }
- blobs_lr: 1.
- blobs_lr: 2.
- weight_decay: 1.
- weight_decay: 0.
- }
- bottom: "fc7"
- top: "fc8"
- }
- layers {
- layer {
- name: "prob"
- type: "softmax"
- }
- bottom: "fc8"
- top: "prob"
- }
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