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- layer {
- name: "data"
- type: "Input"
- top: "data"
- input_param { shape: { dim: 1 dim: 1 dim: 28 dim: 28 } }
- }
- layer {
- name: "conv1"
- type: "Convolution"
- bottom: "data"
- top: "conv1"
- param {
- lr_mult: 1
- }
- param {
- lr_mult: 2
- }
- convolution_param {
- num_output: 20
- kernel_size: 5
- stride: 1
- weight_filler {
- type: "xavier"
- }
- bias_filler {
- type: "constant"
- }
- }
- }
- layer {
- name: "pool1"
- type: "Pooling"
- bottom: "conv1"
- top: "pool1"
- pooling_param {
- pool: MAX
- kernel_size: 2
- stride: 2
- }
- }
- layer {
- name: "conv2"
- type: "Convolution"
- bottom: "pool1"
- top: "conv2"
- param {
- lr_mult: 1
- }
- param {
- lr_mult: 2
- }
- convolution_param {
- num_output: 50
- kernel_size: 5
- stride: 1
- weight_filler {
- type: "xavier"
- }
- bias_filler {
- type: "constant"
- }
- }
- }
- layer {
- name: "pool2"
- type: "Pooling"
- bottom: "conv2"
- top: "pool2"
- pooling_param {
- pool: MAX
- kernel_size: 2
- stride: 2
- }
- }
- layer {
- name: "ip1"
- type: "InnerProduct"
- bottom: "pool2"
- top: "ip1"
- param {
- lr_mult: 1
- }
- param {
- lr_mult: 2
- }
- inner_product_param {
- num_output: 500
- weight_filler {
- type: "xavier"
- }
- bias_filler {
- type: "constant"
- }
- }
- }
- layer {
- name: "relu1"
- type: "ReLU"
- bottom: "ip1"
- top: "ip1"
- }
- layer {
- name: "ip2"
- type: "InnerProduct"
- bottom: "ip1"
- top: "ip2"
- param {
- lr_mult: 1
- }
- param {
- lr_mult: 2
- }
- inner_product_param {
- num_output: 10
- weight_filler {
- type: "xavier"
- }
- bias_filler {
- type: "constant"
- }
- }
- }
- layer {
- name: "prob"
- type: "Softmax"
- bottom: "ip2"
- top: "prob"
- }
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