name: "resnet-101" layer { name: "data" type: "ImageSegData" top: "data" top: "label" top: "data_dim" include { phase: TEST } transform_param { mirror: false crop_size: 513 mean_value: 104.008 mean_value: 116.669 mean_value: 122.675 } image_data_param { root_folder: "/home/m62tang/rloss/data/pascal_scribble/" source: "pascal_scribble/list/val.txt" batch_size: 1 # label_type: NONE label_type: PIXEL } } ### shrink data ### layer { bottom: "data" top: "data_res05" name: "data_res05" type: "Interp" interp_param { shrink_factor: 2 pad_beg: 0 pad_end: 0 } } layer { bottom: "data" top: "data_res075" name: "data_res075" type: "Interp" interp_param { shrink_factor: 4 zoom_factor: 3 pad_beg: 0 pad_end: 0 } } ###################### resolution 1 ##################### layer { bottom: "data" top: "conv1" name: "conv1" type: "Convolution" param { name: "conv1_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 7 pad: 3 stride: 2 bias_term: false } } layer { bottom: "conv1" top: "conv1" name: "bn_conv1" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn_conv1_0" lr_mult: 0 } param { name: "bn_conv1_1" lr_mult: 0 } param { name: "bn_conv1_2" lr_mult: 0 } } layer { bottom: "conv1" top: "conv1" name: "scale_conv1" type: "Scale" scale_param { bias_term: true } param { name: "scale_conv1_0" lr_mult: 0 } param { name: "scale_conv1_1" lr_mult: 0 } } layer { top: "conv1" bottom: "conv1" name: "conv1_relu" type: "ReLU" } layer { bottom: "conv1" top: "pool1" name: "pool1" type: "Pooling" pooling_param { kernel_size: 3 stride: 2 pad: 1 pool: MAX } } layer { bottom: "pool1" top: "res2a_branch1" name: "res2a_branch1" type: "Convolution" param { name: "res2a_branch1_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2a_branch1" top: "res2a_branch1" name: "bn2a_branch1" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2a_branch1_0" lr_mult: 0 } param { name: "bn2a_branch1_1" lr_mult: 0 } param { name: "bn2a_branch1_2" lr_mult: 0 } } layer { bottom: "res2a_branch1" top: "res2a_branch1" name: "scale2a_branch1" type: "Scale" scale_param { bias_term: true } param { name: "scale2a_branch1_0" lr_mult: 0 } param { name: "scale2a_branch1_1" lr_mult: 0 } } layer { bottom: "pool1" top: "res2a_branch2a" name: "res2a_branch2a" type: "Convolution" param { name: "res2a_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2a_branch2a" top: "res2a_branch2a" name: "bn2a_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2a_branch2a_0" lr_mult: 0 } param { name: "bn2a_branch2a_1" lr_mult: 0 } param { name: "bn2a_branch2a_2" lr_mult: 0 } } layer { bottom: "res2a_branch2a" top: "res2a_branch2a" name: "scale2a_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale2a_branch2a_0" lr_mult: 0 } param { name: "scale2a_branch2a_1" lr_mult: 0 } } layer { top: "res2a_branch2a" bottom: "res2a_branch2a" name: "res2a_branch2a_relu" type: "ReLU" } layer { bottom: "res2a_branch2a" top: "res2a_branch2b" name: "res2a_branch2b" type: "Convolution" param { name: "res2a_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res2a_branch2b" top: "res2a_branch2b" name: "bn2a_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2a_branch2b_0" lr_mult: 0 } param { name: "bn2a_branch2b_1" lr_mult: 0 } param { name: "bn2a_branch2b_2" lr_mult: 0 } } layer { bottom: "res2a_branch2b" top: "res2a_branch2b" name: "scale2a_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale2a_branch2b_0" lr_mult: 0 } param { name: "scale2a_branch2b_1" lr_mult: 0 } } layer { top: "res2a_branch2b" bottom: "res2a_branch2b" name: "res2a_branch2b_relu" type: "ReLU" } layer { bottom: "res2a_branch2b" top: "res2a_branch2c" name: "res2a_branch2c" type: "Convolution" param { name: "res2a_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2a_branch2c" top: "res2a_branch2c" name: "bn2a_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2a_branch2c_0" lr_mult: 0 } param { name: "bn2a_branch2c_1" lr_mult: 0 } param { name: "bn2a_branch2c_2" lr_mult: 0 } } layer { bottom: "res2a_branch2c" top: "res2a_branch2c" name: "scale2a_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale2a_branch2c_0" lr_mult: 0 } param { name: "scale2a_branch2c_1" lr_mult: 0 } } layer { bottom: "res2a_branch1" bottom: "res2a_branch2c" top: "res2a" name: "res2a" type: "Eltwise" } layer { bottom: "res2a" top: "res2a" name: "res2a_relu" type: "ReLU" } layer { bottom: "res2a" top: "res2b_branch2a" name: "res2b_branch2a" type: "Convolution" param { name: "res2b_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2b_branch2a" top: "res2b_branch2a" name: "bn2b_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2b_branch2a_0" lr_mult: 0 } param { name: "bn2b_branch2a_1" lr_mult: 0 } param { name: "bn2b_branch2a_2" lr_mult: 0 } } layer { bottom: "res2b_branch2a" top: "res2b_branch2a" name: "scale2b_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale2b_branch2a_0" lr_mult: 0 } param { name: "scale2b_branch2a_1" lr_mult: 0 } } layer { top: "res2b_branch2a" bottom: "res2b_branch2a" name: "res2b_branch2a_relu" type: "ReLU" } layer { bottom: "res2b_branch2a" top: "res2b_branch2b" name: "res2b_branch2b" type: "Convolution" param { name: "res2b_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res2b_branch2b" top: "res2b_branch2b" name: "bn2b_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2b_branch2b_0" lr_mult: 0 } param { name: "bn2b_branch2b_1" lr_mult: 0 } param { name: "bn2b_branch2b_2" lr_mult: 0 } } layer { bottom: "res2b_branch2b" top: "res2b_branch2b" name: "scale2b_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale2b_branch2b_0" lr_mult: 0 } param { name: "scale2b_branch2b_1" lr_mult: 0 } } layer { top: "res2b_branch2b" bottom: "res2b_branch2b" name: "res2b_branch2b_relu" type: "ReLU" } layer { bottom: "res2b_branch2b" top: "res2b_branch2c" name: "res2b_branch2c" type: "Convolution" param { name: "res2b_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2b_branch2c" top: "res2b_branch2c" name: "bn2b_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2b_branch2c_0" lr_mult: 0 } param { name: "bn2b_branch2c_1" lr_mult: 0 } param { name: "bn2b_branch2c_2" lr_mult: 0 } } layer { bottom: "res2b_branch2c" top: "res2b_branch2c" name: "scale2b_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale2b_branch2c_0" lr_mult: 0 } param { name: "scale2b_branch2c_1" lr_mult: 0 } } layer { bottom: "res2a" bottom: "res2b_branch2c" top: "res2b" name: "res2b" type: "Eltwise" } layer { bottom: "res2b" top: "res2b" name: "res2b_relu" type: "ReLU" } layer { bottom: "res2b" top: "res2c_branch2a" name: "res2c_branch2a" type: "Convolution" param { name: "res2c_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2c_branch2a" top: "res2c_branch2a" name: "bn2c_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2c_branch2a_0" lr_mult: 0 } param { name: "bn2c_branch2a_1" lr_mult: 0 } param { name: "bn2c_branch2a_2" lr_mult: 0 } } layer { bottom: "res2c_branch2a" top: "res2c_branch2a" name: "scale2c_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale2c_branch2a_0" lr_mult: 0 } param { name: "scale2c_branch2a_1" lr_mult: 0 } } layer { top: "res2c_branch2a" bottom: "res2c_branch2a" name: "res2c_branch2a_relu" type: "ReLU" } layer { bottom: "res2c_branch2a" top: "res2c_branch2b" name: "res2c_branch2b" type: "Convolution" param { name: "res2c_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res2c_branch2b" top: "res2c_branch2b" name: "bn2c_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2c_branch2b_0" lr_mult: 0 } param { name: "bn2c_branch2b_1" lr_mult: 0 } param { name: "bn2c_branch2b_2" lr_mult: 0 } } layer { bottom: "res2c_branch2b" top: "res2c_branch2b" name: "scale2c_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale2c_branch2b_0" lr_mult: 0 } param { name: "scale2c_branch2b_1" lr_mult: 0 } } layer { top: "res2c_branch2b" bottom: "res2c_branch2b" name: "res2c_branch2b_relu" type: "ReLU" } layer { bottom: "res2c_branch2b" top: "res2c_branch2c" name: "res2c_branch2c" type: "Convolution" param { name: "res2c_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2c_branch2c" top: "res2c_branch2c" name: "bn2c_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2c_branch2c_0" lr_mult: 0 } param { name: "bn2c_branch2c_1" lr_mult: 0 } param { name: "bn2c_branch2c_2" lr_mult: 0 } } layer { bottom: "res2c_branch2c" top: "res2c_branch2c" name: "scale2c_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale2c_branch2c_0" lr_mult: 0 } param { name: "scale2c_branch2c_1" lr_mult: 0 } } layer { bottom: "res2b" bottom: "res2c_branch2c" top: "res2c" name: "res2c" type: "Eltwise" } layer { bottom: "res2c" top: "res2c" name: "res2c_relu" type: "ReLU" } layer { bottom: "res2c" top: "res3a_branch1" name: "res3a_branch1" type: "Convolution" param { name: "res3a_branch1_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 2 bias_term: false } } layer { bottom: "res3a_branch1" top: "res3a_branch1" name: "bn3a_branch1" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3a_branch1_0" lr_mult: 0 } param { name: "bn3a_branch1_1" lr_mult: 0 } param { name: "bn3a_branch1_2" lr_mult: 0 } } layer { bottom: "res3a_branch1" top: "res3a_branch1" name: "scale3a_branch1" type: "Scale" scale_param { bias_term: true } param { name: "scale3a_branch1_0" lr_mult: 0 } param { name: "scale3a_branch1_1" lr_mult: 0 } } layer { bottom: "res2c" top: "res3a_branch2a" name: "res3a_branch2a" type: "Convolution" param { name: "res3a_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 1 pad: 0 stride: 2 bias_term: false } } layer { bottom: "res3a_branch2a" top: "res3a_branch2a" name: "bn3a_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3a_branch2a_0" lr_mult: 0 } param { name: "bn3a_branch2a_1" lr_mult: 0 } param { name: "bn3a_branch2a_2" lr_mult: 0 } } layer { bottom: "res3a_branch2a" top: "res3a_branch2a" name: "scale3a_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale3a_branch2a_0" lr_mult: 0 } param { name: "scale3a_branch2a_1" lr_mult: 0 } } layer { top: "res3a_branch2a" bottom: "res3a_branch2a" name: "res3a_branch2a_relu" type: "ReLU" } layer { bottom: "res3a_branch2a" top: "res3a_branch2b" name: "res3a_branch2b" type: "Convolution" param { name: "res3a_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res3a_branch2b" top: "res3a_branch2b" name: "bn3a_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3a_branch2b_0" lr_mult: 0 } param { name: "bn3a_branch2b_1" lr_mult: 0 } param { name: "bn3a_branch2b_2" lr_mult: 0 } } layer { bottom: "res3a_branch2b" top: "res3a_branch2b" name: "scale3a_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale3a_branch2b_0" lr_mult: 0 } param { name: "scale3a_branch2b_1" lr_mult: 0 } } layer { top: "res3a_branch2b" bottom: "res3a_branch2b" name: "res3a_branch2b_relu" type: "ReLU" } layer { bottom: "res3a_branch2b" top: "res3a_branch2c" name: "res3a_branch2c" type: "Convolution" param { name: "res3a_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3a_branch2c" top: "res3a_branch2c" name: "bn3a_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3a_branch2c_0" lr_mult: 0 } param { name: "bn3a_branch2c_1" lr_mult: 0 } param { name: "bn3a_branch2c_2" lr_mult: 0 } } layer { bottom: "res3a_branch2c" top: "res3a_branch2c" name: "scale3a_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale3a_branch2c_0" lr_mult: 0 } param { name: "scale3a_branch2c_1" lr_mult: 0 } } layer { bottom: "res3a_branch1" bottom: "res3a_branch2c" top: "res3a" name: "res3a" type: "Eltwise" } layer { bottom: "res3a" top: "res3a" name: "res3a_relu" type: "ReLU" } layer { bottom: "res3a" top: "res3b1_branch2a" name: "res3b1_branch2a" type: "Convolution" param { name: "res3b1_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b1_branch2a" top: "res3b1_branch2a" name: "bn3b1_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b1_branch2a_0" lr_mult: 0 } param { name: "bn3b1_branch2a_1" lr_mult: 0 } param { name: "bn3b1_branch2a_2" lr_mult: 0 } } layer { bottom: "res3b1_branch2a" top: "res3b1_branch2a" name: "scale3b1_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale3b1_branch2a_0" lr_mult: 0 } param { name: "scale3b1_branch2a_1" lr_mult: 0 } } layer { top: "res3b1_branch2a" bottom: "res3b1_branch2a" name: "res3b1_branch2a_relu" type: "ReLU" } layer { bottom: "res3b1_branch2a" top: "res3b1_branch2b" name: "res3b1_branch2b" type: "Convolution" param { name: "res3b1_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res3b1_branch2b" top: "res3b1_branch2b" name: "bn3b1_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b1_branch2b_0" lr_mult: 0 } param { name: "bn3b1_branch2b_1" lr_mult: 0 } param { name: "bn3b1_branch2b_2" lr_mult: 0 } } layer { bottom: "res3b1_branch2b" top: "res3b1_branch2b" name: "scale3b1_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale3b1_branch2b_0" lr_mult: 0 } param { name: "scale3b1_branch2b_1" lr_mult: 0 } } layer { top: "res3b1_branch2b" bottom: "res3b1_branch2b" name: "res3b1_branch2b_relu" type: "ReLU" } layer { bottom: "res3b1_branch2b" top: "res3b1_branch2c" name: "res3b1_branch2c" type: "Convolution" param { name: "res3b1_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b1_branch2c" top: "res3b1_branch2c" name: "bn3b1_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b1_branch2c_0" lr_mult: 0 } param { name: "bn3b1_branch2c_1" lr_mult: 0 } param { name: "bn3b1_branch2c_2" lr_mult: 0 } } layer { bottom: "res3b1_branch2c" top: "res3b1_branch2c" name: "scale3b1_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale3b1_branch2c_0" lr_mult: 0 } param { name: "scale3b1_branch2c_1" lr_mult: 0 } } layer { bottom: "res3a" bottom: "res3b1_branch2c" top: "res3b1" name: "res3b1" type: "Eltwise" } layer { bottom: "res3b1" top: "res3b1" name: "res3b1_relu" type: "ReLU" } layer { bottom: "res3b1" top: "res3b2_branch2a" name: "res3b2_branch2a" type: "Convolution" param { name: "res3b2_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b2_branch2a" top: "res3b2_branch2a" name: "bn3b2_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b2_branch2a_0" lr_mult: 0 } param { name: "bn3b2_branch2a_1" lr_mult: 0 } param { name: "bn3b2_branch2a_2" lr_mult: 0 } } layer { bottom: "res3b2_branch2a" top: "res3b2_branch2a" name: "scale3b2_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale3b2_branch2a_0" lr_mult: 0 } param { name: "scale3b2_branch2a_1" lr_mult: 0 } } layer { top: "res3b2_branch2a" bottom: "res3b2_branch2a" name: "res3b2_branch2a_relu" type: "ReLU" } layer { bottom: "res3b2_branch2a" top: "res3b2_branch2b" name: "res3b2_branch2b" type: "Convolution" param { name: "res3b2_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res3b2_branch2b" top: "res3b2_branch2b" name: "bn3b2_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b2_branch2b_0" lr_mult: 0 } param { name: "bn3b2_branch2b_1" lr_mult: 0 } param { name: "bn3b2_branch2b_2" lr_mult: 0 } } layer { bottom: "res3b2_branch2b" top: "res3b2_branch2b" name: "scale3b2_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale3b2_branch2b_0" lr_mult: 0 } param { name: "scale3b2_branch2b_1" lr_mult: 0 } } layer { top: "res3b2_branch2b" bottom: "res3b2_branch2b" name: "res3b2_branch2b_relu" type: "ReLU" } layer { bottom: "res3b2_branch2b" top: "res3b2_branch2c" name: "res3b2_branch2c" type: "Convolution" param { name: "res3b2_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b2_branch2c" top: "res3b2_branch2c" name: "bn3b2_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b2_branch2c_0" lr_mult: 0 } param { name: "bn3b2_branch2c_1" lr_mult: 0 } param { name: "bn3b2_branch2c_2" lr_mult: 0 } } layer { bottom: "res3b2_branch2c" top: "res3b2_branch2c" name: "scale3b2_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale3b2_branch2c_0" lr_mult: 0 } param { name: "scale3b2_branch2c_1" lr_mult: 0 } } layer { bottom: "res3b1" bottom: "res3b2_branch2c" top: "res3b2" name: "res3b2" type: "Eltwise" } layer { bottom: "res3b2" top: "res3b2" name: "res3b2_relu" type: "ReLU" } layer { bottom: "res3b2" top: "res3b3_branch2a" name: "res3b3_branch2a" type: "Convolution" param { name: "res3b3_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b3_branch2a" top: "res3b3_branch2a" name: "bn3b3_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b3_branch2a_0" lr_mult: 0 } param { name: "bn3b3_branch2a_1" lr_mult: 0 } param { name: "bn3b3_branch2a_2" lr_mult: 0 } } layer { bottom: "res3b3_branch2a" top: "res3b3_branch2a" name: "scale3b3_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale3b3_branch2a_0" lr_mult: 0 } param { name: "scale3b3_branch2a_1" lr_mult: 0 } } layer { top: "res3b3_branch2a" bottom: "res3b3_branch2a" name: "res3b3_branch2a_relu" type: "ReLU" } layer { bottom: "res3b3_branch2a" top: "res3b3_branch2b" name: "res3b3_branch2b" type: "Convolution" param { name: "res3b3_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res3b3_branch2b" top: "res3b3_branch2b" name: "bn3b3_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b3_branch2b_0" lr_mult: 0 } param { name: "bn3b3_branch2b_1" lr_mult: 0 } param { name: "bn3b3_branch2b_2" lr_mult: 0 } } layer { bottom: "res3b3_branch2b" top: "res3b3_branch2b" name: "scale3b3_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale3b3_branch2b_0" lr_mult: 0 } param { name: "scale3b3_branch2b_1" lr_mult: 0 } } layer { top: "res3b3_branch2b" bottom: "res3b3_branch2b" name: "res3b3_branch2b_relu" type: "ReLU" } layer { bottom: "res3b3_branch2b" top: "res3b3_branch2c" name: "res3b3_branch2c" type: "Convolution" param { name: "res3b3_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b3_branch2c" top: "res3b3_branch2c" name: "bn3b3_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b3_branch2c_0" lr_mult: 0 } param { name: "bn3b3_branch2c_1" lr_mult: 0 } param { name: "bn3b3_branch2c_2" lr_mult: 0 } } layer { bottom: "res3b3_branch2c" top: "res3b3_branch2c" name: "scale3b3_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale3b3_branch2c_0" lr_mult: 0 } param { name: "scale3b3_branch2c_1" lr_mult: 0 } } layer { bottom: "res3b2" bottom: "res3b3_branch2c" top: "res3b3" name: "res3b3" type: "Eltwise" } layer { bottom: "res3b3" top: "res3b3" name: "res3b3_relu" type: "ReLU" } layer { bottom: "res3b3" top: "res4a_branch1" name: "res4a_branch1" type: "Convolution" param { name: "res4a_branch1_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4a_branch1" top: "res4a_branch1" name: "bn4a_branch1" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4a_branch1_0" lr_mult: 0 } param { name: "bn4a_branch1_1" lr_mult: 0 } param { name: "bn4a_branch1_2" lr_mult: 0 } } layer { bottom: "res4a_branch1" top: "res4a_branch1" name: "scale4a_branch1" type: "Scale" scale_param { bias_term: true } param { name: "scale4a_branch1_0" lr_mult: 0 } param { name: "scale4a_branch1_1" lr_mult: 0 } } layer { bottom: "res3b3" top: "res4a_branch2a" name: "res4a_branch2a" type: "Convolution" param { name: "res4a_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4a_branch2a" top: "res4a_branch2a" name: "bn4a_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4a_branch2a_0" lr_mult: 0 } param { name: "bn4a_branch2a_1" lr_mult: 0 } param { name: "bn4a_branch2a_2" lr_mult: 0 } } layer { bottom: "res4a_branch2a" top: "res4a_branch2a" name: "scale4a_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4a_branch2a_0" lr_mult: 0 } param { name: "scale4a_branch2a_1" lr_mult: 0 } } layer { top: "res4a_branch2a" bottom: "res4a_branch2a" name: "res4a_branch2a_relu" type: "ReLU" } layer { bottom: "res4a_branch2a" top: "res4a_branch2b" name: "res4a_branch2b" type: "Convolution" param { name: "res4a_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4a_branch2b" top: "res4a_branch2b" name: "bn4a_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4a_branch2b_0" lr_mult: 0 } param { name: "bn4a_branch2b_1" lr_mult: 0 } param { name: "bn4a_branch2b_2" lr_mult: 0 } } layer { bottom: "res4a_branch2b" top: "res4a_branch2b" name: "scale4a_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4a_branch2b_0" lr_mult: 0 } param { name: "scale4a_branch2b_1" lr_mult: 0 } } layer { top: "res4a_branch2b" bottom: "res4a_branch2b" name: "res4a_branch2b_relu" type: "ReLU" } layer { bottom: "res4a_branch2b" top: "res4a_branch2c" name: "res4a_branch2c" type: "Convolution" param { name: "res4a_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4a_branch2c" top: "res4a_branch2c" name: "bn4a_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4a_branch2c_0" lr_mult: 0 } param { name: "bn4a_branch2c_1" lr_mult: 0 } param { name: "bn4a_branch2c_2" lr_mult: 0 } } layer { bottom: "res4a_branch2c" top: "res4a_branch2c" name: "scale4a_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4a_branch2c_0" lr_mult: 0 } param { name: "scale4a_branch2c_1" lr_mult: 0 } } layer { bottom: "res4a_branch1" bottom: "res4a_branch2c" top: "res4a" name: "res4a" type: "Eltwise" } layer { bottom: "res4a" top: "res4a" name: "res4a_relu" type: "ReLU" } layer { bottom: "res4a" top: "res4b1_branch2a" name: "res4b1_branch2a" type: "Convolution" param { name: "res4b1_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b1_branch2a" top: "res4b1_branch2a" name: "bn4b1_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b1_branch2a_0" lr_mult: 0 } param { name: "bn4b1_branch2a_1" lr_mult: 0 } param { name: "bn4b1_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b1_branch2a" top: "res4b1_branch2a" name: "scale4b1_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b1_branch2a_0" lr_mult: 0 } param { name: "scale4b1_branch2a_1" lr_mult: 0 } } layer { top: "res4b1_branch2a" bottom: "res4b1_branch2a" name: "res4b1_branch2a_relu" type: "ReLU" } layer { bottom: "res4b1_branch2a" top: "res4b1_branch2b" name: "res4b1_branch2b" type: "Convolution" param { name: "res4b1_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b1_branch2b" top: "res4b1_branch2b" name: "bn4b1_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b1_branch2b_0" lr_mult: 0 } param { name: "bn4b1_branch2b_1" lr_mult: 0 } param { name: "bn4b1_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b1_branch2b" top: "res4b1_branch2b" name: "scale4b1_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b1_branch2b_0" lr_mult: 0 } param { name: "scale4b1_branch2b_1" lr_mult: 0 } } layer { top: "res4b1_branch2b" bottom: "res4b1_branch2b" name: "res4b1_branch2b_relu" type: "ReLU" } layer { bottom: "res4b1_branch2b" top: "res4b1_branch2c" name: "res4b1_branch2c" type: "Convolution" param { name: "res4b1_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b1_branch2c" top: "res4b1_branch2c" name: "bn4b1_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b1_branch2c_0" lr_mult: 0 } param { name: "bn4b1_branch2c_1" lr_mult: 0 } param { name: "bn4b1_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b1_branch2c" top: "res4b1_branch2c" name: "scale4b1_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b1_branch2c_0" lr_mult: 0 } param { name: "scale4b1_branch2c_1" lr_mult: 0 } } layer { bottom: "res4a" bottom: "res4b1_branch2c" top: "res4b1" name: "res4b1" type: "Eltwise" } layer { bottom: "res4b1" top: "res4b1" name: "res4b1_relu" type: "ReLU" } layer { bottom: "res4b1" top: "res4b2_branch2a" name: "res4b2_branch2a" type: "Convolution" param { name: "res4b2_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b2_branch2a" top: "res4b2_branch2a" name: "bn4b2_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b2_branch2a_0" lr_mult: 0 } param { name: "bn4b2_branch2a_1" lr_mult: 0 } param { name: "bn4b2_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b2_branch2a" top: "res4b2_branch2a" name: "scale4b2_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b2_branch2a_0" lr_mult: 0 } param { name: "scale4b2_branch2a_1" lr_mult: 0 } } layer { top: "res4b2_branch2a" bottom: "res4b2_branch2a" name: "res4b2_branch2a_relu" type: "ReLU" } layer { bottom: "res4b2_branch2a" top: "res4b2_branch2b" name: "res4b2_branch2b" type: "Convolution" param { name: "res4b2_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b2_branch2b" top: "res4b2_branch2b" name: "bn4b2_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b2_branch2b_0" lr_mult: 0 } param { name: "bn4b2_branch2b_1" lr_mult: 0 } param { name: "bn4b2_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b2_branch2b" top: "res4b2_branch2b" name: "scale4b2_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b2_branch2b_0" lr_mult: 0 } param { name: "scale4b2_branch2b_1" lr_mult: 0 } } layer { top: "res4b2_branch2b" bottom: "res4b2_branch2b" name: "res4b2_branch2b_relu" type: "ReLU" } layer { bottom: "res4b2_branch2b" top: "res4b2_branch2c" name: "res4b2_branch2c" type: "Convolution" param { name: "res4b2_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b2_branch2c" top: "res4b2_branch2c" name: "bn4b2_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b2_branch2c_0" lr_mult: 0 } param { name: "bn4b2_branch2c_1" lr_mult: 0 } param { name: "bn4b2_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b2_branch2c" top: "res4b2_branch2c" name: "scale4b2_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b2_branch2c_0" lr_mult: 0 } param { name: "scale4b2_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b1" bottom: "res4b2_branch2c" top: "res4b2" name: "res4b2" type: "Eltwise" } layer { bottom: "res4b2" top: "res4b2" name: "res4b2_relu" type: "ReLU" } layer { bottom: "res4b2" top: "res4b3_branch2a" name: "res4b3_branch2a" type: "Convolution" param { name: "res4b3_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b3_branch2a" top: "res4b3_branch2a" name: "bn4b3_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b3_branch2a_0" lr_mult: 0 } param { name: "bn4b3_branch2a_1" lr_mult: 0 } param { name: "bn4b3_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b3_branch2a" top: "res4b3_branch2a" name: "scale4b3_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b3_branch2a_0" lr_mult: 0 } param { name: "scale4b3_branch2a_1" lr_mult: 0 } } layer { top: "res4b3_branch2a" bottom: "res4b3_branch2a" name: "res4b3_branch2a_relu" type: "ReLU" } layer { bottom: "res4b3_branch2a" top: "res4b3_branch2b" name: "res4b3_branch2b" type: "Convolution" param { name: "res4b3_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b3_branch2b" top: "res4b3_branch2b" name: "bn4b3_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b3_branch2b_0" lr_mult: 0 } param { name: "bn4b3_branch2b_1" lr_mult: 0 } param { name: "bn4b3_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b3_branch2b" top: "res4b3_branch2b" name: "scale4b3_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b3_branch2b_0" lr_mult: 0 } param { name: "scale4b3_branch2b_1" lr_mult: 0 } } layer { top: "res4b3_branch2b" bottom: "res4b3_branch2b" name: "res4b3_branch2b_relu" type: "ReLU" } layer { bottom: "res4b3_branch2b" top: "res4b3_branch2c" name: "res4b3_branch2c" type: "Convolution" param { name: "res4b3_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b3_branch2c" top: "res4b3_branch2c" name: "bn4b3_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b3_branch2c_0" lr_mult: 0 } param { name: "bn4b3_branch2c_1" lr_mult: 0 } param { name: "bn4b3_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b3_branch2c" top: "res4b3_branch2c" name: "scale4b3_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b3_branch2c_0" lr_mult: 0 } param { name: "scale4b3_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b2" bottom: "res4b3_branch2c" top: "res4b3" name: "res4b3" type: "Eltwise" } layer { bottom: "res4b3" top: "res4b3" name: "res4b3_relu" type: "ReLU" } layer { bottom: "res4b3" top: "res4b4_branch2a" name: "res4b4_branch2a" type: "Convolution" param { name: "res4b4_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b4_branch2a" top: "res4b4_branch2a" name: "bn4b4_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b4_branch2a_0" lr_mult: 0 } param { name: "bn4b4_branch2a_1" lr_mult: 0 } param { name: "bn4b4_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b4_branch2a" top: "res4b4_branch2a" name: "scale4b4_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b4_branch2a_0" lr_mult: 0 } param { name: "scale4b4_branch2a_1" lr_mult: 0 } } layer { top: "res4b4_branch2a" bottom: "res4b4_branch2a" name: "res4b4_branch2a_relu" type: "ReLU" } layer { bottom: "res4b4_branch2a" top: "res4b4_branch2b" name: "res4b4_branch2b" type: "Convolution" param { name: "res4b4_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b4_branch2b" top: "res4b4_branch2b" name: "bn4b4_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b4_branch2b_0" lr_mult: 0 } param { name: "bn4b4_branch2b_1" lr_mult: 0 } param { name: "bn4b4_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b4_branch2b" top: "res4b4_branch2b" name: "scale4b4_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b4_branch2b_0" lr_mult: 0 } param { name: "scale4b4_branch2b_1" lr_mult: 0 } } layer { top: "res4b4_branch2b" bottom: "res4b4_branch2b" name: "res4b4_branch2b_relu" type: "ReLU" } layer { bottom: "res4b4_branch2b" top: "res4b4_branch2c" name: "res4b4_branch2c" type: "Convolution" param { name: "res4b4_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b4_branch2c" top: "res4b4_branch2c" name: "bn4b4_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b4_branch2c_0" lr_mult: 0 } param { name: "bn4b4_branch2c_1" lr_mult: 0 } param { name: "bn4b4_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b4_branch2c" top: "res4b4_branch2c" name: "scale4b4_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b4_branch2c_0" lr_mult: 0 } param { name: "scale4b4_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b3" bottom: "res4b4_branch2c" top: "res4b4" name: "res4b4" type: "Eltwise" } layer { bottom: "res4b4" top: "res4b4" name: "res4b4_relu" type: "ReLU" } layer { bottom: "res4b4" top: "res4b5_branch2a" name: "res4b5_branch2a" type: "Convolution" param { name: "res4b5_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b5_branch2a" top: "res4b5_branch2a" name: "bn4b5_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b5_branch2a_0" lr_mult: 0 } param { name: "bn4b5_branch2a_1" lr_mult: 0 } param { name: "bn4b5_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b5_branch2a" top: "res4b5_branch2a" name: "scale4b5_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b5_branch2a_0" lr_mult: 0 } param { name: "scale4b5_branch2a_1" lr_mult: 0 } } layer { top: "res4b5_branch2a" bottom: "res4b5_branch2a" name: "res4b5_branch2a_relu" type: "ReLU" } layer { bottom: "res4b5_branch2a" top: "res4b5_branch2b" name: "res4b5_branch2b" type: "Convolution" param { name: "res4b5_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b5_branch2b" top: "res4b5_branch2b" name: "bn4b5_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b5_branch2b_0" lr_mult: 0 } param { name: "bn4b5_branch2b_1" lr_mult: 0 } param { name: "bn4b5_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b5_branch2b" top: "res4b5_branch2b" name: "scale4b5_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b5_branch2b_0" lr_mult: 0 } param { name: "scale4b5_branch2b_1" lr_mult: 0 } } layer { top: "res4b5_branch2b" bottom: "res4b5_branch2b" name: "res4b5_branch2b_relu" type: "ReLU" } layer { bottom: "res4b5_branch2b" top: "res4b5_branch2c" name: "res4b5_branch2c" type: "Convolution" param { name: "res4b5_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b5_branch2c" top: "res4b5_branch2c" name: "bn4b5_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b5_branch2c_0" lr_mult: 0 } param { name: "bn4b5_branch2c_1" lr_mult: 0 } param { name: "bn4b5_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b5_branch2c" top: "res4b5_branch2c" name: "scale4b5_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b5_branch2c_0" lr_mult: 0 } param { name: "scale4b5_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b4" bottom: "res4b5_branch2c" top: "res4b5" name: "res4b5" type: "Eltwise" } layer { bottom: "res4b5" top: "res4b5" name: "res4b5_relu" type: "ReLU" } layer { bottom: "res4b5" top: "res4b6_branch2a" name: "res4b6_branch2a" type: "Convolution" param { name: "res4b6_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b6_branch2a" top: "res4b6_branch2a" name: "bn4b6_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b6_branch2a_0" lr_mult: 0 } param { name: "bn4b6_branch2a_1" lr_mult: 0 } param { name: "bn4b6_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b6_branch2a" top: "res4b6_branch2a" name: "scale4b6_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b6_branch2a_0" lr_mult: 0 } param { name: "scale4b6_branch2a_1" lr_mult: 0 } } layer { top: "res4b6_branch2a" bottom: "res4b6_branch2a" name: "res4b6_branch2a_relu" type: "ReLU" } layer { bottom: "res4b6_branch2a" top: "res4b6_branch2b" name: "res4b6_branch2b" type: "Convolution" param { name: "res4b6_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b6_branch2b" top: "res4b6_branch2b" name: "bn4b6_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b6_branch2b_0" lr_mult: 0 } param { name: "bn4b6_branch2b_1" lr_mult: 0 } param { name: "bn4b6_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b6_branch2b" top: "res4b6_branch2b" name: "scale4b6_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b6_branch2b_0" lr_mult: 0 } param { name: "scale4b6_branch2b_1" lr_mult: 0 } } layer { top: "res4b6_branch2b" bottom: "res4b6_branch2b" name: "res4b6_branch2b_relu" type: "ReLU" } layer { bottom: "res4b6_branch2b" top: "res4b6_branch2c" name: "res4b6_branch2c" type: "Convolution" param { name: "res4b6_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b6_branch2c" top: "res4b6_branch2c" name: "bn4b6_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b6_branch2c_0" lr_mult: 0 } param { name: "bn4b6_branch2c_1" lr_mult: 0 } param { name: "bn4b6_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b6_branch2c" top: "res4b6_branch2c" name: "scale4b6_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b6_branch2c_0" lr_mult: 0 } param { name: "scale4b6_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b5" bottom: "res4b6_branch2c" top: "res4b6" name: "res4b6" type: "Eltwise" } layer { bottom: "res4b6" top: "res4b6" name: "res4b6_relu" type: "ReLU" } layer { bottom: "res4b6" top: "res4b7_branch2a" name: "res4b7_branch2a" type: "Convolution" param { name: "res4b7_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b7_branch2a" top: "res4b7_branch2a" name: "bn4b7_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b7_branch2a_0" lr_mult: 0 } param { name: "bn4b7_branch2a_1" lr_mult: 0 } param { name: "bn4b7_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b7_branch2a" top: "res4b7_branch2a" name: "scale4b7_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b7_branch2a_0" lr_mult: 0 } param { name: "scale4b7_branch2a_1" lr_mult: 0 } } layer { top: "res4b7_branch2a" bottom: "res4b7_branch2a" name: "res4b7_branch2a_relu" type: "ReLU" } layer { bottom: "res4b7_branch2a" top: "res4b7_branch2b" name: "res4b7_branch2b" type: "Convolution" param { name: "res4b7_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b7_branch2b" top: "res4b7_branch2b" name: "bn4b7_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b7_branch2b_0" lr_mult: 0 } param { name: "bn4b7_branch2b_1" lr_mult: 0 } param { name: "bn4b7_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b7_branch2b" top: "res4b7_branch2b" name: "scale4b7_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b7_branch2b_0" lr_mult: 0 } param { name: "scale4b7_branch2b_1" lr_mult: 0 } } layer { top: "res4b7_branch2b" bottom: "res4b7_branch2b" name: "res4b7_branch2b_relu" type: "ReLU" } layer { bottom: "res4b7_branch2b" top: "res4b7_branch2c" name: "res4b7_branch2c" type: "Convolution" param { name: "res4b7_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b7_branch2c" top: "res4b7_branch2c" name: "bn4b7_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b7_branch2c_0" lr_mult: 0 } param { name: "bn4b7_branch2c_1" lr_mult: 0 } param { name: "bn4b7_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b7_branch2c" top: "res4b7_branch2c" name: "scale4b7_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b7_branch2c_0" lr_mult: 0 } param { name: "scale4b7_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b6" bottom: "res4b7_branch2c" top: "res4b7" name: "res4b7" type: "Eltwise" } layer { bottom: "res4b7" top: "res4b7" name: "res4b7_relu" type: "ReLU" } layer { bottom: "res4b7" top: "res4b8_branch2a" name: "res4b8_branch2a" type: "Convolution" param { name: "res4b8_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b8_branch2a" top: "res4b8_branch2a" name: "bn4b8_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b8_branch2a_0" lr_mult: 0 } param { name: "bn4b8_branch2a_1" lr_mult: 0 } param { name: "bn4b8_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b8_branch2a" top: "res4b8_branch2a" name: "scale4b8_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b8_branch2a_0" lr_mult: 0 } param { name: "scale4b8_branch2a_1" lr_mult: 0 } } layer { top: "res4b8_branch2a" bottom: "res4b8_branch2a" name: "res4b8_branch2a_relu" type: "ReLU" } layer { bottom: "res4b8_branch2a" top: "res4b8_branch2b" name: "res4b8_branch2b" type: "Convolution" param { name: "res4b8_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b8_branch2b" top: "res4b8_branch2b" name: "bn4b8_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b8_branch2b_0" lr_mult: 0 } param { name: "bn4b8_branch2b_1" lr_mult: 0 } param { name: "bn4b8_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b8_branch2b" top: "res4b8_branch2b" name: "scale4b8_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b8_branch2b_0" lr_mult: 0 } param { name: "scale4b8_branch2b_1" lr_mult: 0 } } layer { top: "res4b8_branch2b" bottom: "res4b8_branch2b" name: "res4b8_branch2b_relu" type: "ReLU" } layer { bottom: "res4b8_branch2b" top: "res4b8_branch2c" name: "res4b8_branch2c" type: "Convolution" param { name: "res4b8_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b8_branch2c" top: "res4b8_branch2c" name: "bn4b8_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b8_branch2c_0" lr_mult: 0 } param { name: "bn4b8_branch2c_1" lr_mult: 0 } param { name: "bn4b8_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b8_branch2c" top: "res4b8_branch2c" name: "scale4b8_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b8_branch2c_0" lr_mult: 0 } param { name: "scale4b8_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b7" bottom: "res4b8_branch2c" top: "res4b8" name: "res4b8" type: "Eltwise" } layer { bottom: "res4b8" top: "res4b8" name: "res4b8_relu" type: "ReLU" } layer { bottom: "res4b8" top: "res4b9_branch2a" name: "res4b9_branch2a" type: "Convolution" param { name: "res4b9_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b9_branch2a" top: "res4b9_branch2a" name: "bn4b9_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b9_branch2a_0" lr_mult: 0 } param { name: "bn4b9_branch2a_1" lr_mult: 0 } param { name: "bn4b9_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b9_branch2a" top: "res4b9_branch2a" name: "scale4b9_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b9_branch2a_0" lr_mult: 0 } param { name: "scale4b9_branch2a_1" lr_mult: 0 } } layer { top: "res4b9_branch2a" bottom: "res4b9_branch2a" name: "res4b9_branch2a_relu" type: "ReLU" } layer { bottom: "res4b9_branch2a" top: "res4b9_branch2b" name: "res4b9_branch2b" type: "Convolution" param { name: "res4b9_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b9_branch2b" top: "res4b9_branch2b" name: "bn4b9_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b9_branch2b_0" lr_mult: 0 } param { name: "bn4b9_branch2b_1" lr_mult: 0 } param { name: "bn4b9_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b9_branch2b" top: "res4b9_branch2b" name: "scale4b9_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b9_branch2b_0" lr_mult: 0 } param { name: "scale4b9_branch2b_1" lr_mult: 0 } } layer { top: "res4b9_branch2b" bottom: "res4b9_branch2b" name: "res4b9_branch2b_relu" type: "ReLU" } layer { bottom: "res4b9_branch2b" top: "res4b9_branch2c" name: "res4b9_branch2c" type: "Convolution" param { name: "res4b9_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b9_branch2c" top: "res4b9_branch2c" name: "bn4b9_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b9_branch2c_0" lr_mult: 0 } param { name: "bn4b9_branch2c_1" lr_mult: 0 } param { name: "bn4b9_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b9_branch2c" top: "res4b9_branch2c" name: "scale4b9_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b9_branch2c_0" lr_mult: 0 } param { name: "scale4b9_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b8" bottom: "res4b9_branch2c" top: "res4b9" name: "res4b9" type: "Eltwise" } layer { bottom: "res4b9" top: "res4b9" name: "res4b9_relu" type: "ReLU" } layer { bottom: "res4b9" top: "res4b10_branch2a" name: "res4b10_branch2a" type: "Convolution" param { name: "res4b10_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b10_branch2a" top: "res4b10_branch2a" name: "bn4b10_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b10_branch2a_0" lr_mult: 0 } param { name: "bn4b10_branch2a_1" lr_mult: 0 } param { name: "bn4b10_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b10_branch2a" top: "res4b10_branch2a" name: "scale4b10_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b10_branch2a_0" lr_mult: 0 } param { name: "scale4b10_branch2a_1" lr_mult: 0 } } layer { top: "res4b10_branch2a" bottom: "res4b10_branch2a" name: "res4b10_branch2a_relu" type: "ReLU" } layer { bottom: "res4b10_branch2a" top: "res4b10_branch2b" name: "res4b10_branch2b" type: "Convolution" param { name: "res4b10_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b10_branch2b" top: "res4b10_branch2b" name: "bn4b10_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b10_branch2b_0" lr_mult: 0 } param { name: "bn4b10_branch2b_1" lr_mult: 0 } param { name: "bn4b10_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b10_branch2b" top: "res4b10_branch2b" name: "scale4b10_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b10_branch2b_0" lr_mult: 0 } param { name: "scale4b10_branch2b_1" lr_mult: 0 } } layer { top: "res4b10_branch2b" bottom: "res4b10_branch2b" name: "res4b10_branch2b_relu" type: "ReLU" } layer { bottom: "res4b10_branch2b" top: "res4b10_branch2c" name: "res4b10_branch2c" type: "Convolution" param { name: "res4b10_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b10_branch2c" top: "res4b10_branch2c" name: "bn4b10_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b10_branch2c_0" lr_mult: 0 } param { name: "bn4b10_branch2c_1" lr_mult: 0 } param { name: "bn4b10_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b10_branch2c" top: "res4b10_branch2c" name: "scale4b10_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b10_branch2c_0" lr_mult: 0 } param { name: "scale4b10_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b9" bottom: "res4b10_branch2c" top: "res4b10" name: "res4b10" type: "Eltwise" } layer { bottom: "res4b10" top: "res4b10" name: "res4b10_relu" type: "ReLU" } layer { bottom: "res4b10" top: "res4b11_branch2a" name: "res4b11_branch2a" type: "Convolution" param { name: "res4b11_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b11_branch2a" top: "res4b11_branch2a" name: "bn4b11_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b11_branch2a_0" lr_mult: 0 } param { name: "bn4b11_branch2a_1" lr_mult: 0 } param { name: "bn4b11_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b11_branch2a" top: "res4b11_branch2a" name: "scale4b11_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b11_branch2a_0" lr_mult: 0 } param { name: "scale4b11_branch2a_1" lr_mult: 0 } } layer { top: "res4b11_branch2a" bottom: "res4b11_branch2a" name: "res4b11_branch2a_relu" type: "ReLU" } layer { bottom: "res4b11_branch2a" top: "res4b11_branch2b" name: "res4b11_branch2b" type: "Convolution" param { name: "res4b11_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b11_branch2b" top: "res4b11_branch2b" name: "bn4b11_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b11_branch2b_0" lr_mult: 0 } param { name: "bn4b11_branch2b_1" lr_mult: 0 } param { name: "bn4b11_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b11_branch2b" top: "res4b11_branch2b" name: "scale4b11_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b11_branch2b_0" lr_mult: 0 } param { name: "scale4b11_branch2b_1" lr_mult: 0 } } layer { top: "res4b11_branch2b" bottom: "res4b11_branch2b" name: "res4b11_branch2b_relu" type: "ReLU" } layer { bottom: "res4b11_branch2b" top: "res4b11_branch2c" name: "res4b11_branch2c" type: "Convolution" param { name: "res4b11_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b11_branch2c" top: "res4b11_branch2c" name: "bn4b11_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b11_branch2c_0" lr_mult: 0 } param { name: "bn4b11_branch2c_1" lr_mult: 0 } param { name: "bn4b11_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b11_branch2c" top: "res4b11_branch2c" name: "scale4b11_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b11_branch2c_0" lr_mult: 0 } param { name: "scale4b11_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b10" bottom: "res4b11_branch2c" top: "res4b11" name: "res4b11" type: "Eltwise" } layer { bottom: "res4b11" top: "res4b11" name: "res4b11_relu" type: "ReLU" } layer { bottom: "res4b11" top: "res4b12_branch2a" name: "res4b12_branch2a" type: "Convolution" param { name: "res4b12_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b12_branch2a" top: "res4b12_branch2a" name: "bn4b12_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b12_branch2a_0" lr_mult: 0 } param { name: "bn4b12_branch2a_1" lr_mult: 0 } param { name: "bn4b12_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b12_branch2a" top: "res4b12_branch2a" name: "scale4b12_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b12_branch2a_0" lr_mult: 0 } param { name: "scale4b12_branch2a_1" lr_mult: 0 } } layer { top: "res4b12_branch2a" bottom: "res4b12_branch2a" name: "res4b12_branch2a_relu" type: "ReLU" } layer { bottom: "res4b12_branch2a" top: "res4b12_branch2b" name: "res4b12_branch2b" type: "Convolution" param { name: "res4b12_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b12_branch2b" top: "res4b12_branch2b" name: "bn4b12_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b12_branch2b_0" lr_mult: 0 } param { name: "bn4b12_branch2b_1" lr_mult: 0 } param { name: "bn4b12_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b12_branch2b" top: "res4b12_branch2b" name: "scale4b12_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b12_branch2b_0" lr_mult: 0 } param { name: "scale4b12_branch2b_1" lr_mult: 0 } } layer { top: "res4b12_branch2b" bottom: "res4b12_branch2b" name: "res4b12_branch2b_relu" type: "ReLU" } layer { bottom: "res4b12_branch2b" top: "res4b12_branch2c" name: "res4b12_branch2c" type: "Convolution" param { name: "res4b12_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b12_branch2c" top: "res4b12_branch2c" name: "bn4b12_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b12_branch2c_0" lr_mult: 0 } param { name: "bn4b12_branch2c_1" lr_mult: 0 } param { name: "bn4b12_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b12_branch2c" top: "res4b12_branch2c" name: "scale4b12_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b12_branch2c_0" lr_mult: 0 } param { name: "scale4b12_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b11" bottom: "res4b12_branch2c" top: "res4b12" name: "res4b12" type: "Eltwise" } layer { bottom: "res4b12" top: "res4b12" name: "res4b12_relu" type: "ReLU" } layer { bottom: "res4b12" top: "res4b13_branch2a" name: "res4b13_branch2a" type: "Convolution" param { name: "res4b13_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b13_branch2a" top: "res4b13_branch2a" name: "bn4b13_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b13_branch2a_0" lr_mult: 0 } param { name: "bn4b13_branch2a_1" lr_mult: 0 } param { name: "bn4b13_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b13_branch2a" top: "res4b13_branch2a" name: "scale4b13_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b13_branch2a_0" lr_mult: 0 } param { name: "scale4b13_branch2a_1" lr_mult: 0 } } layer { top: "res4b13_branch2a" bottom: "res4b13_branch2a" name: "res4b13_branch2a_relu" type: "ReLU" } layer { bottom: "res4b13_branch2a" top: "res4b13_branch2b" name: "res4b13_branch2b" type: "Convolution" param { name: "res4b13_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b13_branch2b" top: "res4b13_branch2b" name: "bn4b13_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b13_branch2b_0" lr_mult: 0 } param { name: "bn4b13_branch2b_1" lr_mult: 0 } param { name: "bn4b13_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b13_branch2b" top: "res4b13_branch2b" name: "scale4b13_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b13_branch2b_0" lr_mult: 0 } param { name: "scale4b13_branch2b_1" lr_mult: 0 } } layer { top: "res4b13_branch2b" bottom: "res4b13_branch2b" name: "res4b13_branch2b_relu" type: "ReLU" } layer { bottom: "res4b13_branch2b" top: "res4b13_branch2c" name: "res4b13_branch2c" type: "Convolution" param { name: "res4b13_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b13_branch2c" top: "res4b13_branch2c" name: "bn4b13_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b13_branch2c_0" lr_mult: 0 } param { name: "bn4b13_branch2c_1" lr_mult: 0 } param { name: "bn4b13_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b13_branch2c" top: "res4b13_branch2c" name: "scale4b13_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b13_branch2c_0" lr_mult: 0 } param { name: "scale4b13_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b12" bottom: "res4b13_branch2c" top: "res4b13" name: "res4b13" type: "Eltwise" } layer { bottom: "res4b13" top: "res4b13" name: "res4b13_relu" type: "ReLU" } layer { bottom: "res4b13" top: "res4b14_branch2a" name: "res4b14_branch2a" type: "Convolution" param { name: "res4b14_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b14_branch2a" top: "res4b14_branch2a" name: "bn4b14_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b14_branch2a_0" lr_mult: 0 } param { name: "bn4b14_branch2a_1" lr_mult: 0 } param { name: "bn4b14_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b14_branch2a" top: "res4b14_branch2a" name: "scale4b14_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b14_branch2a_0" lr_mult: 0 } param { name: "scale4b14_branch2a_1" lr_mult: 0 } } layer { top: "res4b14_branch2a" bottom: "res4b14_branch2a" name: "res4b14_branch2a_relu" type: "ReLU" } layer { bottom: "res4b14_branch2a" top: "res4b14_branch2b" name: "res4b14_branch2b" type: "Convolution" param { name: "res4b14_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b14_branch2b" top: "res4b14_branch2b" name: "bn4b14_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b14_branch2b_0" lr_mult: 0 } param { name: "bn4b14_branch2b_1" lr_mult: 0 } param { name: "bn4b14_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b14_branch2b" top: "res4b14_branch2b" name: "scale4b14_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b14_branch2b_0" lr_mult: 0 } param { name: "scale4b14_branch2b_1" lr_mult: 0 } } layer { top: "res4b14_branch2b" bottom: "res4b14_branch2b" name: "res4b14_branch2b_relu" type: "ReLU" } layer { bottom: "res4b14_branch2b" top: "res4b14_branch2c" name: "res4b14_branch2c" type: "Convolution" param { name: "res4b14_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b14_branch2c" top: "res4b14_branch2c" name: "bn4b14_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b14_branch2c_0" lr_mult: 0 } param { name: "bn4b14_branch2c_1" lr_mult: 0 } param { name: "bn4b14_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b14_branch2c" top: "res4b14_branch2c" name: "scale4b14_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b14_branch2c_0" lr_mult: 0 } param { name: "scale4b14_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b13" bottom: "res4b14_branch2c" top: "res4b14" name: "res4b14" type: "Eltwise" } layer { bottom: "res4b14" top: "res4b14" name: "res4b14_relu" type: "ReLU" } layer { bottom: "res4b14" top: "res4b15_branch2a" name: "res4b15_branch2a" type: "Convolution" param { name: "res4b15_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b15_branch2a" top: "res4b15_branch2a" name: "bn4b15_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b15_branch2a_0" lr_mult: 0 } param { name: "bn4b15_branch2a_1" lr_mult: 0 } param { name: "bn4b15_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b15_branch2a" top: "res4b15_branch2a" name: "scale4b15_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b15_branch2a_0" lr_mult: 0 } param { name: "scale4b15_branch2a_1" lr_mult: 0 } } layer { top: "res4b15_branch2a" bottom: "res4b15_branch2a" name: "res4b15_branch2a_relu" type: "ReLU" } layer { bottom: "res4b15_branch2a" top: "res4b15_branch2b" name: "res4b15_branch2b" type: "Convolution" param { name: "res4b15_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b15_branch2b" top: "res4b15_branch2b" name: "bn4b15_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b15_branch2b_0" lr_mult: 0 } param { name: "bn4b15_branch2b_1" lr_mult: 0 } param { name: "bn4b15_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b15_branch2b" top: "res4b15_branch2b" name: "scale4b15_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b15_branch2b_0" lr_mult: 0 } param { name: "scale4b15_branch2b_1" lr_mult: 0 } } layer { top: "res4b15_branch2b" bottom: "res4b15_branch2b" name: "res4b15_branch2b_relu" type: "ReLU" } layer { bottom: "res4b15_branch2b" top: "res4b15_branch2c" name: "res4b15_branch2c" type: "Convolution" param { name: "res4b15_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b15_branch2c" top: "res4b15_branch2c" name: "bn4b15_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b15_branch2c_0" lr_mult: 0 } param { name: "bn4b15_branch2c_1" lr_mult: 0 } param { name: "bn4b15_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b15_branch2c" top: "res4b15_branch2c" name: "scale4b15_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b15_branch2c_0" lr_mult: 0 } param { name: "scale4b15_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b14" bottom: "res4b15_branch2c" top: "res4b15" name: "res4b15" type: "Eltwise" } layer { bottom: "res4b15" top: "res4b15" name: "res4b15_relu" type: "ReLU" } layer { bottom: "res4b15" top: "res4b16_branch2a" name: "res4b16_branch2a" type: "Convolution" param { name: "res4b16_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b16_branch2a" top: "res4b16_branch2a" name: "bn4b16_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b16_branch2a_0" lr_mult: 0 } param { name: "bn4b16_branch2a_1" lr_mult: 0 } param { name: "bn4b16_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b16_branch2a" top: "res4b16_branch2a" name: "scale4b16_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b16_branch2a_0" lr_mult: 0 } param { name: "scale4b16_branch2a_1" lr_mult: 0 } } layer { top: "res4b16_branch2a" bottom: "res4b16_branch2a" name: "res4b16_branch2a_relu" type: "ReLU" } layer { bottom: "res4b16_branch2a" top: "res4b16_branch2b" name: "res4b16_branch2b" type: "Convolution" param { name: "res4b16_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b16_branch2b" top: "res4b16_branch2b" name: "bn4b16_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b16_branch2b_0" lr_mult: 0 } param { name: "bn4b16_branch2b_1" lr_mult: 0 } param { name: "bn4b16_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b16_branch2b" top: "res4b16_branch2b" name: "scale4b16_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b16_branch2b_0" lr_mult: 0 } param { name: "scale4b16_branch2b_1" lr_mult: 0 } } layer { top: "res4b16_branch2b" bottom: "res4b16_branch2b" name: "res4b16_branch2b_relu" type: "ReLU" } layer { bottom: "res4b16_branch2b" top: "res4b16_branch2c" name: "res4b16_branch2c" type: "Convolution" param { name: "res4b16_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b16_branch2c" top: "res4b16_branch2c" name: "bn4b16_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b16_branch2c_0" lr_mult: 0 } param { name: "bn4b16_branch2c_1" lr_mult: 0 } param { name: "bn4b16_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b16_branch2c" top: "res4b16_branch2c" name: "scale4b16_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b16_branch2c_0" lr_mult: 0 } param { name: "scale4b16_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b15" bottom: "res4b16_branch2c" top: "res4b16" name: "res4b16" type: "Eltwise" } layer { bottom: "res4b16" top: "res4b16" name: "res4b16_relu" type: "ReLU" } layer { bottom: "res4b16" top: "res4b17_branch2a" name: "res4b17_branch2a" type: "Convolution" param { name: "res4b17_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b17_branch2a" top: "res4b17_branch2a" name: "bn4b17_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b17_branch2a_0" lr_mult: 0 } param { name: "bn4b17_branch2a_1" lr_mult: 0 } param { name: "bn4b17_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b17_branch2a" top: "res4b17_branch2a" name: "scale4b17_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b17_branch2a_0" lr_mult: 0 } param { name: "scale4b17_branch2a_1" lr_mult: 0 } } layer { top: "res4b17_branch2a" bottom: "res4b17_branch2a" name: "res4b17_branch2a_relu" type: "ReLU" } layer { bottom: "res4b17_branch2a" top: "res4b17_branch2b" name: "res4b17_branch2b" type: "Convolution" param { name: "res4b17_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b17_branch2b" top: "res4b17_branch2b" name: "bn4b17_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b17_branch2b_0" lr_mult: 0 } param { name: "bn4b17_branch2b_1" lr_mult: 0 } param { name: "bn4b17_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b17_branch2b" top: "res4b17_branch2b" name: "scale4b17_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b17_branch2b_0" lr_mult: 0 } param { name: "scale4b17_branch2b_1" lr_mult: 0 } } layer { top: "res4b17_branch2b" bottom: "res4b17_branch2b" name: "res4b17_branch2b_relu" type: "ReLU" } layer { bottom: "res4b17_branch2b" top: "res4b17_branch2c" name: "res4b17_branch2c" type: "Convolution" param { name: "res4b17_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b17_branch2c" top: "res4b17_branch2c" name: "bn4b17_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b17_branch2c_0" lr_mult: 0 } param { name: "bn4b17_branch2c_1" lr_mult: 0 } param { name: "bn4b17_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b17_branch2c" top: "res4b17_branch2c" name: "scale4b17_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b17_branch2c_0" lr_mult: 0 } param { name: "scale4b17_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b16" bottom: "res4b17_branch2c" top: "res4b17" name: "res4b17" type: "Eltwise" } layer { bottom: "res4b17" top: "res4b17" name: "res4b17_relu" type: "ReLU" } layer { bottom: "res4b17" top: "res4b18_branch2a" name: "res4b18_branch2a" type: "Convolution" param { name: "res4b18_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b18_branch2a" top: "res4b18_branch2a" name: "bn4b18_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b18_branch2a_0" lr_mult: 0 } param { name: "bn4b18_branch2a_1" lr_mult: 0 } param { name: "bn4b18_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b18_branch2a" top: "res4b18_branch2a" name: "scale4b18_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b18_branch2a_0" lr_mult: 0 } param { name: "scale4b18_branch2a_1" lr_mult: 0 } } layer { top: "res4b18_branch2a" bottom: "res4b18_branch2a" name: "res4b18_branch2a_relu" type: "ReLU" } layer { bottom: "res4b18_branch2a" top: "res4b18_branch2b" name: "res4b18_branch2b" type: "Convolution" param { name: "res4b18_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b18_branch2b" top: "res4b18_branch2b" name: "bn4b18_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b18_branch2b_0" lr_mult: 0 } param { name: "bn4b18_branch2b_1" lr_mult: 0 } param { name: "bn4b18_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b18_branch2b" top: "res4b18_branch2b" name: "scale4b18_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b18_branch2b_0" lr_mult: 0 } param { name: "scale4b18_branch2b_1" lr_mult: 0 } } layer { top: "res4b18_branch2b" bottom: "res4b18_branch2b" name: "res4b18_branch2b_relu" type: "ReLU" } layer { bottom: "res4b18_branch2b" top: "res4b18_branch2c" name: "res4b18_branch2c" type: "Convolution" param { name: "res4b18_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b18_branch2c" top: "res4b18_branch2c" name: "bn4b18_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b18_branch2c_0" lr_mult: 0 } param { name: "bn4b18_branch2c_1" lr_mult: 0 } param { name: "bn4b18_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b18_branch2c" top: "res4b18_branch2c" name: "scale4b18_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b18_branch2c_0" lr_mult: 0 } param { name: "scale4b18_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b17" bottom: "res4b18_branch2c" top: "res4b18" name: "res4b18" type: "Eltwise" } layer { bottom: "res4b18" top: "res4b18" name: "res4b18_relu" type: "ReLU" } layer { bottom: "res4b18" top: "res4b19_branch2a" name: "res4b19_branch2a" type: "Convolution" param { name: "res4b19_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b19_branch2a" top: "res4b19_branch2a" name: "bn4b19_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b19_branch2a_0" lr_mult: 0 } param { name: "bn4b19_branch2a_1" lr_mult: 0 } param { name: "bn4b19_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b19_branch2a" top: "res4b19_branch2a" name: "scale4b19_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b19_branch2a_0" lr_mult: 0 } param { name: "scale4b19_branch2a_1" lr_mult: 0 } } layer { top: "res4b19_branch2a" bottom: "res4b19_branch2a" name: "res4b19_branch2a_relu" type: "ReLU" } layer { bottom: "res4b19_branch2a" top: "res4b19_branch2b" name: "res4b19_branch2b" type: "Convolution" param { name: "res4b19_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b19_branch2b" top: "res4b19_branch2b" name: "bn4b19_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b19_branch2b_0" lr_mult: 0 } param { name: "bn4b19_branch2b_1" lr_mult: 0 } param { name: "bn4b19_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b19_branch2b" top: "res4b19_branch2b" name: "scale4b19_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b19_branch2b_0" lr_mult: 0 } param { name: "scale4b19_branch2b_1" lr_mult: 0 } } layer { top: "res4b19_branch2b" bottom: "res4b19_branch2b" name: "res4b19_branch2b_relu" type: "ReLU" } layer { bottom: "res4b19_branch2b" top: "res4b19_branch2c" name: "res4b19_branch2c" type: "Convolution" param { name: "res4b19_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b19_branch2c" top: "res4b19_branch2c" name: "bn4b19_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b19_branch2c_0" lr_mult: 0 } param { name: "bn4b19_branch2c_1" lr_mult: 0 } param { name: "bn4b19_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b19_branch2c" top: "res4b19_branch2c" name: "scale4b19_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b19_branch2c_0" lr_mult: 0 } param { name: "scale4b19_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b18" bottom: "res4b19_branch2c" top: "res4b19" name: "res4b19" type: "Eltwise" } layer { bottom: "res4b19" top: "res4b19" name: "res4b19_relu" type: "ReLU" } layer { bottom: "res4b19" top: "res4b20_branch2a" name: "res4b20_branch2a" type: "Convolution" param { name: "res4b20_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b20_branch2a" top: "res4b20_branch2a" name: "bn4b20_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b20_branch2a_0" lr_mult: 0 } param { name: "bn4b20_branch2a_1" lr_mult: 0 } param { name: "bn4b20_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b20_branch2a" top: "res4b20_branch2a" name: "scale4b20_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b20_branch2a_0" lr_mult: 0 } param { name: "scale4b20_branch2a_1" lr_mult: 0 } } layer { top: "res4b20_branch2a" bottom: "res4b20_branch2a" name: "res4b20_branch2a_relu" type: "ReLU" } layer { bottom: "res4b20_branch2a" top: "res4b20_branch2b" name: "res4b20_branch2b" type: "Convolution" param { name: "res4b20_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b20_branch2b" top: "res4b20_branch2b" name: "bn4b20_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b20_branch2b_0" lr_mult: 0 } param { name: "bn4b20_branch2b_1" lr_mult: 0 } param { name: "bn4b20_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b20_branch2b" top: "res4b20_branch2b" name: "scale4b20_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b20_branch2b_0" lr_mult: 0 } param { name: "scale4b20_branch2b_1" lr_mult: 0 } } layer { top: "res4b20_branch2b" bottom: "res4b20_branch2b" name: "res4b20_branch2b_relu" type: "ReLU" } layer { bottom: "res4b20_branch2b" top: "res4b20_branch2c" name: "res4b20_branch2c" type: "Convolution" param { name: "res4b20_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b20_branch2c" top: "res4b20_branch2c" name: "bn4b20_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b20_branch2c_0" lr_mult: 0 } param { name: "bn4b20_branch2c_1" lr_mult: 0 } param { name: "bn4b20_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b20_branch2c" top: "res4b20_branch2c" name: "scale4b20_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b20_branch2c_0" lr_mult: 0 } param { name: "scale4b20_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b19" bottom: "res4b20_branch2c" top: "res4b20" name: "res4b20" type: "Eltwise" } layer { bottom: "res4b20" top: "res4b20" name: "res4b20_relu" type: "ReLU" } layer { bottom: "res4b20" top: "res4b21_branch2a" name: "res4b21_branch2a" type: "Convolution" param { name: "res4b21_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b21_branch2a" top: "res4b21_branch2a" name: "bn4b21_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b21_branch2a_0" lr_mult: 0 } param { name: "bn4b21_branch2a_1" lr_mult: 0 } param { name: "bn4b21_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b21_branch2a" top: "res4b21_branch2a" name: "scale4b21_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b21_branch2a_0" lr_mult: 0 } param { name: "scale4b21_branch2a_1" lr_mult: 0 } } layer { top: "res4b21_branch2a" bottom: "res4b21_branch2a" name: "res4b21_branch2a_relu" type: "ReLU" } layer { bottom: "res4b21_branch2a" top: "res4b21_branch2b" name: "res4b21_branch2b" type: "Convolution" param { name: "res4b21_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b21_branch2b" top: "res4b21_branch2b" name: "bn4b21_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b21_branch2b_0" lr_mult: 0 } param { name: "bn4b21_branch2b_1" lr_mult: 0 } param { name: "bn4b21_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b21_branch2b" top: "res4b21_branch2b" name: "scale4b21_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b21_branch2b_0" lr_mult: 0 } param { name: "scale4b21_branch2b_1" lr_mult: 0 } } layer { top: "res4b21_branch2b" bottom: "res4b21_branch2b" name: "res4b21_branch2b_relu" type: "ReLU" } layer { bottom: "res4b21_branch2b" top: "res4b21_branch2c" name: "res4b21_branch2c" type: "Convolution" param { name: "res4b21_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b21_branch2c" top: "res4b21_branch2c" name: "bn4b21_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b21_branch2c_0" lr_mult: 0 } param { name: "bn4b21_branch2c_1" lr_mult: 0 } param { name: "bn4b21_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b21_branch2c" top: "res4b21_branch2c" name: "scale4b21_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b21_branch2c_0" lr_mult: 0 } param { name: "scale4b21_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b20" bottom: "res4b21_branch2c" top: "res4b21" name: "res4b21" type: "Eltwise" } layer { bottom: "res4b21" top: "res4b21" name: "res4b21_relu" type: "ReLU" } layer { bottom: "res4b21" top: "res4b22_branch2a" name: "res4b22_branch2a" type: "Convolution" param { name: "res4b22_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b22_branch2a" top: "res4b22_branch2a" name: "bn4b22_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b22_branch2a_0" lr_mult: 0 } param { name: "bn4b22_branch2a_1" lr_mult: 0 } param { name: "bn4b22_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b22_branch2a" top: "res4b22_branch2a" name: "scale4b22_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale4b22_branch2a_0" lr_mult: 0 } param { name: "scale4b22_branch2a_1" lr_mult: 0 } } layer { top: "res4b22_branch2a" bottom: "res4b22_branch2a" name: "res4b22_branch2a_relu" type: "ReLU" } layer { bottom: "res4b22_branch2a" top: "res4b22_branch2b" name: "res4b22_branch2b" type: "Convolution" param { name: "res4b22_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b22_branch2b" top: "res4b22_branch2b" name: "bn4b22_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b22_branch2b_0" lr_mult: 0 } param { name: "bn4b22_branch2b_1" lr_mult: 0 } param { name: "bn4b22_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b22_branch2b" top: "res4b22_branch2b" name: "scale4b22_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale4b22_branch2b_0" lr_mult: 0 } param { name: "scale4b22_branch2b_1" lr_mult: 0 } } layer { top: "res4b22_branch2b" bottom: "res4b22_branch2b" name: "res4b22_branch2b_relu" type: "ReLU" } layer { bottom: "res4b22_branch2b" top: "res4b22_branch2c" name: "res4b22_branch2c" type: "Convolution" param { name: "res4b22_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b22_branch2c" top: "res4b22_branch2c" name: "bn4b22_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b22_branch2c_0" lr_mult: 0 } param { name: "bn4b22_branch2c_1" lr_mult: 0 } param { name: "bn4b22_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b22_branch2c" top: "res4b22_branch2c" name: "scale4b22_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale4b22_branch2c_0" lr_mult: 0 } param { name: "scale4b22_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b21" bottom: "res4b22_branch2c" top: "res4b22" name: "res4b22" type: "Eltwise" } layer { bottom: "res4b22" top: "res4b22" name: "res4b22_relu" type: "ReLU" } layer { bottom: "res4b22" top: "res5a_branch1" name: "res5a_branch1" type: "Convolution" param { name: "res5a_branch1_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 2048 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5a_branch1" top: "res5a_branch1" name: "bn5a_branch1" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5a_branch1_0" lr_mult: 0 } param { name: "bn5a_branch1_1" lr_mult: 0 } param { name: "bn5a_branch1_2" lr_mult: 0 } } layer { bottom: "res5a_branch1" top: "res5a_branch1" name: "scale5a_branch1" type: "Scale" scale_param { bias_term: true } param { name: "scale5a_branch1_0" lr_mult: 0 } param { name: "scale5a_branch1_1" lr_mult: 0 } } layer { bottom: "res4b22" top: "res5a_branch2a" name: "res5a_branch2a" type: "Convolution" param { name: "res5a_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5a_branch2a" top: "res5a_branch2a" name: "bn5a_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5a_branch2a_0" lr_mult: 0 } param { name: "bn5a_branch2a_1" lr_mult: 0 } param { name: "bn5a_branch2a_2" lr_mult: 0 } } layer { bottom: "res5a_branch2a" top: "res5a_branch2a" name: "scale5a_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale5a_branch2a_0" lr_mult: 0 } param { name: "scale5a_branch2a_1" lr_mult: 0 } } layer { top: "res5a_branch2a" bottom: "res5a_branch2a" name: "res5a_branch2a_relu" type: "ReLU" } layer { bottom: "res5a_branch2a" top: "res5a_branch2b" name: "res5a_branch2b" type: "Convolution" param { name: "res5a_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 3 pad: 4 dilation: 4 stride: 1 bias_term: false } } layer { bottom: "res5a_branch2b" top: "res5a_branch2b" name: "bn5a_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5a_branch2b_0" lr_mult: 0 } param { name: "bn5a_branch2b_1" lr_mult: 0 } param { name: "bn5a_branch2b_2" lr_mult: 0 } } layer { bottom: "res5a_branch2b" top: "res5a_branch2b" name: "scale5a_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale5a_branch2b_0" lr_mult: 0 } param { name: "scale5a_branch2b_1" lr_mult: 0 } } layer { top: "res5a_branch2b" bottom: "res5a_branch2b" name: "res5a_branch2b_relu" type: "ReLU" } layer { bottom: "res5a_branch2b" top: "res5a_branch2c" name: "res5a_branch2c" type: "Convolution" param { name: "res5a_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 2048 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5a_branch2c" top: "res5a_branch2c" name: "bn5a_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5a_branch2c_0" lr_mult: 0 } param { name: "bn5a_branch2c_1" lr_mult: 0 } param { name: "bn5a_branch2c_2" lr_mult: 0 } } layer { bottom: "res5a_branch2c" top: "res5a_branch2c" name: "scale5a_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale5a_branch2c_0" lr_mult: 0 } param { name: "scale5a_branch2c_1" lr_mult: 0 } } layer { bottom: "res5a_branch1" bottom: "res5a_branch2c" top: "res5a" name: "res5a" type: "Eltwise" } layer { bottom: "res5a" top: "res5a" name: "res5a_relu" type: "ReLU" } layer { bottom: "res5a" top: "res5b_branch2a" name: "res5b_branch2a" type: "Convolution" param { name: "res5b_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5b_branch2a" top: "res5b_branch2a" name: "bn5b_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5b_branch2a_0" lr_mult: 0 } param { name: "bn5b_branch2a_1" lr_mult: 0 } param { name: "bn5b_branch2a_2" lr_mult: 0 } } layer { bottom: "res5b_branch2a" top: "res5b_branch2a" name: "scale5b_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale5b_branch2a_0" lr_mult: 0 } param { name: "scale5b_branch2a_1" lr_mult: 0 } } layer { top: "res5b_branch2a" bottom: "res5b_branch2a" name: "res5b_branch2a_relu" type: "ReLU" } layer { bottom: "res5b_branch2a" top: "res5b_branch2b" name: "res5b_branch2b" type: "Convolution" param { name: "res5b_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 3 pad: 4 dilation: 4 stride: 1 bias_term: false } } layer { bottom: "res5b_branch2b" top: "res5b_branch2b" name: "bn5b_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5b_branch2b_0" lr_mult: 0 } param { name: "bn5b_branch2b_1" lr_mult: 0 } param { name: "bn5b_branch2b_2" lr_mult: 0 } } layer { bottom: "res5b_branch2b" top: "res5b_branch2b" name: "scale5b_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale5b_branch2b_0" lr_mult: 0 } param { name: "scale5b_branch2b_1" lr_mult: 0 } } layer { top: "res5b_branch2b" bottom: "res5b_branch2b" name: "res5b_branch2b_relu" type: "ReLU" } layer { bottom: "res5b_branch2b" top: "res5b_branch2c" name: "res5b_branch2c" type: "Convolution" param { name: "res5b_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 2048 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5b_branch2c" top: "res5b_branch2c" name: "bn5b_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5b_branch2c_0" lr_mult: 0 } param { name: "bn5b_branch2c_1" lr_mult: 0 } param { name: "bn5b_branch2c_2" lr_mult: 0 } } layer { bottom: "res5b_branch2c" top: "res5b_branch2c" name: "scale5b_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale5b_branch2c_0" lr_mult: 0 } param { name: "scale5b_branch2c_1" lr_mult: 0 } } layer { bottom: "res5a" bottom: "res5b_branch2c" top: "res5b" name: "res5b" type: "Eltwise" } layer { bottom: "res5b" top: "res5b" name: "res5b_relu" type: "ReLU" } layer { bottom: "res5b" top: "res5c_branch2a" name: "res5c_branch2a" type: "Convolution" param { name: "res5c_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5c_branch2a" top: "res5c_branch2a" name: "bn5c_branch2a" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5c_branch2a_0" lr_mult: 0 } param { name: "bn5c_branch2a_1" lr_mult: 0 } param { name: "bn5c_branch2a_2" lr_mult: 0 } } layer { bottom: "res5c_branch2a" top: "res5c_branch2a" name: "scale5c_branch2a" type: "Scale" scale_param { bias_term: true } param { name: "scale5c_branch2a_0" lr_mult: 0 } param { name: "scale5c_branch2a_1" lr_mult: 0 } } layer { top: "res5c_branch2a" bottom: "res5c_branch2a" name: "res5c_branch2a_relu" type: "ReLU" } layer { bottom: "res5c_branch2a" top: "res5c_branch2b" name: "res5c_branch2b" type: "Convolution" param { name: "res5c_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 3 pad: 4 dilation: 4 stride: 1 bias_term: false } } layer { bottom: "res5c_branch2b" top: "res5c_branch2b" name: "bn5c_branch2b" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5c_branch2b_0" lr_mult: 0 } param { name: "bn5c_branch2b_1" lr_mult: 0 } param { name: "bn5c_branch2b_2" lr_mult: 0 } } layer { bottom: "res5c_branch2b" top: "res5c_branch2b" name: "scale5c_branch2b" type: "Scale" scale_param { bias_term: true } param { name: "scale5c_branch2b_0" lr_mult: 0 } param { name: "scale5c_branch2b_1" lr_mult: 0 } } layer { top: "res5c_branch2b" bottom: "res5c_branch2b" name: "res5c_branch2b_relu" type: "ReLU" } layer { bottom: "res5c_branch2b" top: "res5c_branch2c" name: "res5c_branch2c" type: "Convolution" param { name: "res5c_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 2048 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5c_branch2c" top: "res5c_branch2c" name: "bn5c_branch2c" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5c_branch2c_0" lr_mult: 0 } param { name: "bn5c_branch2c_1" lr_mult: 0 } param { name: "bn5c_branch2c_2" lr_mult: 0 } } layer { bottom: "res5c_branch2c" top: "res5c_branch2c" name: "scale5c_branch2c" type: "Scale" scale_param { bias_term: true } param { name: "scale5c_branch2c_0" lr_mult: 0 } param { name: "scale5c_branch2c_1" lr_mult: 0 } } layer { bottom: "res5b" bottom: "res5c_branch2c" top: "res5c" name: "res5c" type: "Eltwise" } layer { bottom: "res5c" top: "res5c" name: "res5c_relu" type: "ReLU" } ###################### resolution 1/2 ##################### layer { bottom: "data_res05" top: "conv1_res05" name: "conv1_res05" type: "Convolution" param { name: "conv1_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 7 pad: 3 stride: 2 bias_term: false } } layer { bottom: "conv1_res05" top: "conv1_res05" name: "bn_conv1_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn_conv1_0" lr_mult: 0 } param { name: "bn_conv1_1" lr_mult: 0 } param { name: "bn_conv1_2" lr_mult: 0 } } layer { bottom: "conv1_res05" top: "conv1_res05" name: "scale_conv1_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale_conv1_0" lr_mult: 0 } param { name: "scale_conv1_1" lr_mult: 0 } } layer { top: "conv1_res05" bottom: "conv1_res05" name: "conv1_relu_res05" type: "ReLU" } layer { bottom: "conv1_res05" top: "pool1_res05" name: "pool1_res05" type: "Pooling" pooling_param { kernel_size: 3 stride: 2 pad: 1 pool: MAX } } layer { bottom: "pool1_res05" top: "res2a_branch1_res05" name: "res2a_branch1_res05" type: "Convolution" param { name: "res2a_branch1_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2a_branch1_res05" top: "res2a_branch1_res05" name: "bn2a_branch1_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2a_branch1_0" lr_mult: 0 } param { name: "bn2a_branch1_1" lr_mult: 0 } param { name: "bn2a_branch1_2" lr_mult: 0 } } layer { bottom: "res2a_branch1_res05" top: "res2a_branch1_res05" name: "scale2a_branch1_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale2a_branch1_0" lr_mult: 0 } param { name: "scale2a_branch1_1" lr_mult: 0 } } layer { bottom: "pool1_res05" top: "res2a_branch2a_res05" name: "res2a_branch2a_res05" type: "Convolution" param { name: "res2a_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2a_branch2a_res05" top: "res2a_branch2a_res05" name: "bn2a_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2a_branch2a_0" lr_mult: 0 } param { name: "bn2a_branch2a_1" lr_mult: 0 } param { name: "bn2a_branch2a_2" lr_mult: 0 } } layer { bottom: "res2a_branch2a_res05" top: "res2a_branch2a_res05" name: "scale2a_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale2a_branch2a_0" lr_mult: 0 } param { name: "scale2a_branch2a_1" lr_mult: 0 } } layer { top: "res2a_branch2a_res05" bottom: "res2a_branch2a_res05" name: "res2a_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res2a_branch2a_res05" top: "res2a_branch2b_res05" name: "res2a_branch2b_res05" type: "Convolution" param { name: "res2a_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res2a_branch2b_res05" top: "res2a_branch2b_res05" name: "bn2a_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2a_branch2b_0" lr_mult: 0 } param { name: "bn2a_branch2b_1" lr_mult: 0 } param { name: "bn2a_branch2b_2" lr_mult: 0 } } layer { bottom: "res2a_branch2b_res05" top: "res2a_branch2b_res05" name: "scale2a_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale2a_branch2b_0" lr_mult: 0 } param { name: "scale2a_branch2b_1" lr_mult: 0 } } layer { top: "res2a_branch2b_res05" bottom: "res2a_branch2b_res05" name: "res2a_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res2a_branch2b_res05" top: "res2a_branch2c_res05" name: "res2a_branch2c_res05" type: "Convolution" param { name: "res2a_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2a_branch2c_res05" top: "res2a_branch2c_res05" name: "bn2a_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2a_branch2c_0" lr_mult: 0 } param { name: "bn2a_branch2c_1" lr_mult: 0 } param { name: "bn2a_branch2c_2" lr_mult: 0 } } layer { bottom: "res2a_branch2c_res05" top: "res2a_branch2c_res05" name: "scale2a_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale2a_branch2c_0" lr_mult: 0 } param { name: "scale2a_branch2c_1" lr_mult: 0 } } layer { bottom: "res2a_branch1_res05" bottom: "res2a_branch2c_res05" top: "res2a_res05" name: "res2a_res05" type: "Eltwise" } layer { bottom: "res2a_res05" top: "res2a_res05" name: "res2a_relu_res05" type: "ReLU" } layer { bottom: "res2a_res05" top: "res2b_branch2a_res05" name: "res2b_branch2a_res05" type: "Convolution" param { name: "res2b_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2b_branch2a_res05" top: "res2b_branch2a_res05" name: "bn2b_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2b_branch2a_0" lr_mult: 0 } param { name: "bn2b_branch2a_1" lr_mult: 0 } param { name: "bn2b_branch2a_2" lr_mult: 0 } } layer { bottom: "res2b_branch2a_res05" top: "res2b_branch2a_res05" name: "scale2b_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale2b_branch2a_0" lr_mult: 0 } param { name: "scale2b_branch2a_1" lr_mult: 0 } } layer { top: "res2b_branch2a_res05" bottom: "res2b_branch2a_res05" name: "res2b_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res2b_branch2a_res05" top: "res2b_branch2b_res05" name: "res2b_branch2b_res05" type: "Convolution" param { name: "res2b_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res2b_branch2b_res05" top: "res2b_branch2b_res05" name: "bn2b_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2b_branch2b_0" lr_mult: 0 } param { name: "bn2b_branch2b_1" lr_mult: 0 } param { name: "bn2b_branch2b_2" lr_mult: 0 } } layer { bottom: "res2b_branch2b_res05" top: "res2b_branch2b_res05" name: "scale2b_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale2b_branch2b_0" lr_mult: 0 } param { name: "scale2b_branch2b_1" lr_mult: 0 } } layer { top: "res2b_branch2b_res05" bottom: "res2b_branch2b_res05" name: "res2b_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res2b_branch2b_res05" top: "res2b_branch2c_res05" name: "res2b_branch2c_res05" type: "Convolution" param { name: "res2b_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2b_branch2c_res05" top: "res2b_branch2c_res05" name: "bn2b_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2b_branch2c_0" lr_mult: 0 } param { name: "bn2b_branch2c_1" lr_mult: 0 } param { name: "bn2b_branch2c_2" lr_mult: 0 } } layer { bottom: "res2b_branch2c_res05" top: "res2b_branch2c_res05" name: "scale2b_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale2b_branch2c_0" lr_mult: 0 } param { name: "scale2b_branch2c_1" lr_mult: 0 } } layer { bottom: "res2a_res05" bottom: "res2b_branch2c_res05" top: "res2b_res05" name: "res2b_res05" type: "Eltwise" } layer { bottom: "res2b_res05" top: "res2b_res05" name: "res2b_relu_res05" type: "ReLU" } layer { bottom: "res2b_res05" top: "res2c_branch2a_res05" name: "res2c_branch2a_res05" type: "Convolution" param { name: "res2c_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2c_branch2a_res05" top: "res2c_branch2a_res05" name: "bn2c_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2c_branch2a_0" lr_mult: 0 } param { name: "bn2c_branch2a_1" lr_mult: 0 } param { name: "bn2c_branch2a_2" lr_mult: 0 } } layer { bottom: "res2c_branch2a_res05" top: "res2c_branch2a_res05" name: "scale2c_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale2c_branch2a_0" lr_mult: 0 } param { name: "scale2c_branch2a_1" lr_mult: 0 } } layer { top: "res2c_branch2a_res05" bottom: "res2c_branch2a_res05" name: "res2c_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res2c_branch2a_res05" top: "res2c_branch2b_res05" name: "res2c_branch2b_res05" type: "Convolution" param { name: "res2c_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res2c_branch2b_res05" top: "res2c_branch2b_res05" name: "bn2c_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2c_branch2b_0" lr_mult: 0 } param { name: "bn2c_branch2b_1" lr_mult: 0 } param { name: "bn2c_branch2b_2" lr_mult: 0 } } layer { bottom: "res2c_branch2b_res05" top: "res2c_branch2b_res05" name: "scale2c_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale2c_branch2b_0" lr_mult: 0 } param { name: "scale2c_branch2b_1" lr_mult: 0 } } layer { top: "res2c_branch2b_res05" bottom: "res2c_branch2b_res05" name: "res2c_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res2c_branch2b_res05" top: "res2c_branch2c_res05" name: "res2c_branch2c_res05" type: "Convolution" param { name: "res2c_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2c_branch2c_res05" top: "res2c_branch2c_res05" name: "bn2c_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2c_branch2c_0" lr_mult: 0 } param { name: "bn2c_branch2c_1" lr_mult: 0 } param { name: "bn2c_branch2c_2" lr_mult: 0 } } layer { bottom: "res2c_branch2c_res05" top: "res2c_branch2c_res05" name: "scale2c_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale2c_branch2c_0" lr_mult: 0 } param { name: "scale2c_branch2c_1" lr_mult: 0 } } layer { bottom: "res2b_res05" bottom: "res2c_branch2c_res05" top: "res2c_res05" name: "res2c_res05" type: "Eltwise" } layer { bottom: "res2c_res05" top: "res2c_res05" name: "res2c_relu_res05" type: "ReLU" } layer { bottom: "res2c_res05" top: "res3a_branch1_res05" name: "res3a_branch1_res05" type: "Convolution" param { name: "res3a_branch1_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 2 bias_term: false } } layer { bottom: "res3a_branch1_res05" top: "res3a_branch1_res05" name: "bn3a_branch1_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3a_branch1_0" lr_mult: 0 } param { name: "bn3a_branch1_1" lr_mult: 0 } param { name: "bn3a_branch1_2" lr_mult: 0 } } layer { bottom: "res3a_branch1_res05" top: "res3a_branch1_res05" name: "scale3a_branch1_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale3a_branch1_0" lr_mult: 0 } param { name: "scale3a_branch1_1" lr_mult: 0 } } layer { bottom: "res2c_res05" top: "res3a_branch2a_res05" name: "res3a_branch2a_res05" type: "Convolution" param { name: "res3a_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 1 pad: 0 stride: 2 bias_term: false } } layer { bottom: "res3a_branch2a_res05" top: "res3a_branch2a_res05" name: "bn3a_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3a_branch2a_0" lr_mult: 0 } param { name: "bn3a_branch2a_1" lr_mult: 0 } param { name: "bn3a_branch2a_2" lr_mult: 0 } } layer { bottom: "res3a_branch2a_res05" top: "res3a_branch2a_res05" name: "scale3a_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale3a_branch2a_0" lr_mult: 0 } param { name: "scale3a_branch2a_1" lr_mult: 0 } } layer { top: "res3a_branch2a_res05" bottom: "res3a_branch2a_res05" name: "res3a_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res3a_branch2a_res05" top: "res3a_branch2b_res05" name: "res3a_branch2b_res05" type: "Convolution" param { name: "res3a_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res3a_branch2b_res05" top: "res3a_branch2b_res05" name: "bn3a_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3a_branch2b_0" lr_mult: 0 } param { name: "bn3a_branch2b_1" lr_mult: 0 } param { name: "bn3a_branch2b_2" lr_mult: 0 } } layer { bottom: "res3a_branch2b_res05" top: "res3a_branch2b_res05" name: "scale3a_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale3a_branch2b_0" lr_mult: 0 } param { name: "scale3a_branch2b_1" lr_mult: 0 } } layer { top: "res3a_branch2b_res05" bottom: "res3a_branch2b_res05" name: "res3a_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res3a_branch2b_res05" top: "res3a_branch2c_res05" name: "res3a_branch2c_res05" type: "Convolution" param { name: "res3a_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3a_branch2c_res05" top: "res3a_branch2c_res05" name: "bn3a_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3a_branch2c_0" lr_mult: 0 } param { name: "bn3a_branch2c_1" lr_mult: 0 } param { name: "bn3a_branch2c_2" lr_mult: 0 } } layer { bottom: "res3a_branch2c_res05" top: "res3a_branch2c_res05" name: "scale3a_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale3a_branch2c_0" lr_mult: 0 } param { name: "scale3a_branch2c_1" lr_mult: 0 } } layer { bottom: "res3a_branch1_res05" bottom: "res3a_branch2c_res05" top: "res3a_res05" name: "res3a_res05" type: "Eltwise" } layer { bottom: "res3a_res05" top: "res3a_res05" name: "res3a_relu_res05" type: "ReLU" } layer { bottom: "res3a_res05" top: "res3b1_branch2a_res05" name: "res3b1_branch2a_res05" type: "Convolution" param { name: "res3b1_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b1_branch2a_res05" top: "res3b1_branch2a_res05" name: "bn3b1_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b1_branch2a_0" lr_mult: 0 } param { name: "bn3b1_branch2a_1" lr_mult: 0 } param { name: "bn3b1_branch2a_2" lr_mult: 0 } } layer { bottom: "res3b1_branch2a_res05" top: "res3b1_branch2a_res05" name: "scale3b1_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale3b1_branch2a_0" lr_mult: 0 } param { name: "scale3b1_branch2a_1" lr_mult: 0 } } layer { top: "res3b1_branch2a_res05" bottom: "res3b1_branch2a_res05" name: "res3b1_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res3b1_branch2a_res05" top: "res3b1_branch2b_res05" name: "res3b1_branch2b_res05" type: "Convolution" param { name: "res3b1_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res3b1_branch2b_res05" top: "res3b1_branch2b_res05" name: "bn3b1_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b1_branch2b_0" lr_mult: 0 } param { name: "bn3b1_branch2b_1" lr_mult: 0 } param { name: "bn3b1_branch2b_2" lr_mult: 0 } } layer { bottom: "res3b1_branch2b_res05" top: "res3b1_branch2b_res05" name: "scale3b1_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale3b1_branch2b_0" lr_mult: 0 } param { name: "scale3b1_branch2b_1" lr_mult: 0 } } layer { top: "res3b1_branch2b_res05" bottom: "res3b1_branch2b_res05" name: "res3b1_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res3b1_branch2b_res05" top: "res3b1_branch2c_res05" name: "res3b1_branch2c_res05" type: "Convolution" param { name: "res3b1_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b1_branch2c_res05" top: "res3b1_branch2c_res05" name: "bn3b1_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b1_branch2c_0" lr_mult: 0 } param { name: "bn3b1_branch2c_1" lr_mult: 0 } param { name: "bn3b1_branch2c_2" lr_mult: 0 } } layer { bottom: "res3b1_branch2c_res05" top: "res3b1_branch2c_res05" name: "scale3b1_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale3b1_branch2c_0" lr_mult: 0 } param { name: "scale3b1_branch2c_1" lr_mult: 0 } } layer { bottom: "res3a_res05" bottom: "res3b1_branch2c_res05" top: "res3b1_res05" name: "res3b1_res05" type: "Eltwise" } layer { bottom: "res3b1_res05" top: "res3b1_res05" name: "res3b1_relu_res05" type: "ReLU" } layer { bottom: "res3b1_res05" top: "res3b2_branch2a_res05" name: "res3b2_branch2a_res05" type: "Convolution" param { name: "res3b2_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b2_branch2a_res05" top: "res3b2_branch2a_res05" name: "bn3b2_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b2_branch2a_0" lr_mult: 0 } param { name: "bn3b2_branch2a_1" lr_mult: 0 } param { name: "bn3b2_branch2a_2" lr_mult: 0 } } layer { bottom: "res3b2_branch2a_res05" top: "res3b2_branch2a_res05" name: "scale3b2_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale3b2_branch2a_0" lr_mult: 0 } param { name: "scale3b2_branch2a_1" lr_mult: 0 } } layer { top: "res3b2_branch2a_res05" bottom: "res3b2_branch2a_res05" name: "res3b2_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res3b2_branch2a_res05" top: "res3b2_branch2b_res05" name: "res3b2_branch2b_res05" type: "Convolution" param { name: "res3b2_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res3b2_branch2b_res05" top: "res3b2_branch2b_res05" name: "bn3b2_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b2_branch2b_0" lr_mult: 0 } param { name: "bn3b2_branch2b_1" lr_mult: 0 } param { name: "bn3b2_branch2b_2" lr_mult: 0 } } layer { bottom: "res3b2_branch2b_res05" top: "res3b2_branch2b_res05" name: "scale3b2_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale3b2_branch2b_0" lr_mult: 0 } param { name: "scale3b2_branch2b_1" lr_mult: 0 } } layer { top: "res3b2_branch2b_res05" bottom: "res3b2_branch2b_res05" name: "res3b2_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res3b2_branch2b_res05" top: "res3b2_branch2c_res05" name: "res3b2_branch2c_res05" type: "Convolution" param { name: "res3b2_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b2_branch2c_res05" top: "res3b2_branch2c_res05" name: "bn3b2_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b2_branch2c_0" lr_mult: 0 } param { name: "bn3b2_branch2c_1" lr_mult: 0 } param { name: "bn3b2_branch2c_2" lr_mult: 0 } } layer { bottom: "res3b2_branch2c_res05" top: "res3b2_branch2c_res05" name: "scale3b2_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale3b2_branch2c_0" lr_mult: 0 } param { name: "scale3b2_branch2c_1" lr_mult: 0 } } layer { bottom: "res3b1_res05" bottom: "res3b2_branch2c_res05" top: "res3b2_res05" name: "res3b2_res05" type: "Eltwise" } layer { bottom: "res3b2_res05" top: "res3b2_res05" name: "res3b2_relu_res05" type: "ReLU" } layer { bottom: "res3b2_res05" top: "res3b3_branch2a_res05" name: "res3b3_branch2a_res05" type: "Convolution" param { name: "res3b3_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b3_branch2a_res05" top: "res3b3_branch2a_res05" name: "bn3b3_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b3_branch2a_0" lr_mult: 0 } param { name: "bn3b3_branch2a_1" lr_mult: 0 } param { name: "bn3b3_branch2a_2" lr_mult: 0 } } layer { bottom: "res3b3_branch2a_res05" top: "res3b3_branch2a_res05" name: "scale3b3_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale3b3_branch2a_0" lr_mult: 0 } param { name: "scale3b3_branch2a_1" lr_mult: 0 } } layer { top: "res3b3_branch2a_res05" bottom: "res3b3_branch2a_res05" name: "res3b3_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res3b3_branch2a_res05" top: "res3b3_branch2b_res05" name: "res3b3_branch2b_res05" type: "Convolution" param { name: "res3b3_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res3b3_branch2b_res05" top: "res3b3_branch2b_res05" name: "bn3b3_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b3_branch2b_0" lr_mult: 0 } param { name: "bn3b3_branch2b_1" lr_mult: 0 } param { name: "bn3b3_branch2b_2" lr_mult: 0 } } layer { bottom: "res3b3_branch2b_res05" top: "res3b3_branch2b_res05" name: "scale3b3_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale3b3_branch2b_0" lr_mult: 0 } param { name: "scale3b3_branch2b_1" lr_mult: 0 } } layer { top: "res3b3_branch2b_res05" bottom: "res3b3_branch2b_res05" name: "res3b3_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res3b3_branch2b_res05" top: "res3b3_branch2c_res05" name: "res3b3_branch2c_res05" type: "Convolution" param { name: "res3b3_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b3_branch2c_res05" top: "res3b3_branch2c_res05" name: "bn3b3_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b3_branch2c_0" lr_mult: 0 } param { name: "bn3b3_branch2c_1" lr_mult: 0 } param { name: "bn3b3_branch2c_2" lr_mult: 0 } } layer { bottom: "res3b3_branch2c_res05" top: "res3b3_branch2c_res05" name: "scale3b3_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale3b3_branch2c_0" lr_mult: 0 } param { name: "scale3b3_branch2c_1" lr_mult: 0 } } layer { bottom: "res3b2_res05" bottom: "res3b3_branch2c_res05" top: "res3b3_res05" name: "res3b3_res05" type: "Eltwise" } layer { bottom: "res3b3_res05" top: "res3b3_res05" name: "res3b3_relu_res05" type: "ReLU" } layer { bottom: "res3b3_res05" top: "res4a_branch1_res05" name: "res4a_branch1_res05" type: "Convolution" param { name: "res4a_branch1_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4a_branch1_res05" top: "res4a_branch1_res05" name: "bn4a_branch1_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4a_branch1_0" lr_mult: 0 } param { name: "bn4a_branch1_1" lr_mult: 0 } param { name: "bn4a_branch1_2" lr_mult: 0 } } layer { bottom: "res4a_branch1_res05" top: "res4a_branch1_res05" name: "scale4a_branch1_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4a_branch1_0" lr_mult: 0 } param { name: "scale4a_branch1_1" lr_mult: 0 } } layer { bottom: "res3b3_res05" top: "res4a_branch2a_res05" name: "res4a_branch2a_res05" type: "Convolution" param { name: "res4a_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4a_branch2a_res05" top: "res4a_branch2a_res05" name: "bn4a_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4a_branch2a_0" lr_mult: 0 } param { name: "bn4a_branch2a_1" lr_mult: 0 } param { name: "bn4a_branch2a_2" lr_mult: 0 } } layer { bottom: "res4a_branch2a_res05" top: "res4a_branch2a_res05" name: "scale4a_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4a_branch2a_0" lr_mult: 0 } param { name: "scale4a_branch2a_1" lr_mult: 0 } } layer { top: "res4a_branch2a_res05" bottom: "res4a_branch2a_res05" name: "res4a_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4a_branch2a_res05" top: "res4a_branch2b_res05" name: "res4a_branch2b_res05" type: "Convolution" param { name: "res4a_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4a_branch2b_res05" top: "res4a_branch2b_res05" name: "bn4a_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4a_branch2b_0" lr_mult: 0 } param { name: "bn4a_branch2b_1" lr_mult: 0 } param { name: "bn4a_branch2b_2" lr_mult: 0 } } layer { bottom: "res4a_branch2b_res05" top: "res4a_branch2b_res05" name: "scale4a_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4a_branch2b_0" lr_mult: 0 } param { name: "scale4a_branch2b_1" lr_mult: 0 } } layer { top: "res4a_branch2b_res05" bottom: "res4a_branch2b_res05" name: "res4a_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4a_branch2b_res05" top: "res4a_branch2c_res05" name: "res4a_branch2c_res05" type: "Convolution" param { name: "res4a_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4a_branch2c_res05" top: "res4a_branch2c_res05" name: "bn4a_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4a_branch2c_0" lr_mult: 0 } param { name: "bn4a_branch2c_1" lr_mult: 0 } param { name: "bn4a_branch2c_2" lr_mult: 0 } } layer { bottom: "res4a_branch2c_res05" top: "res4a_branch2c_res05" name: "scale4a_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4a_branch2c_0" lr_mult: 0 } param { name: "scale4a_branch2c_1" lr_mult: 0 } } layer { bottom: "res4a_branch1_res05" bottom: "res4a_branch2c_res05" top: "res4a_res05" name: "res4a_res05" type: "Eltwise" } layer { bottom: "res4a_res05" top: "res4a_res05" name: "res4a_relu_res05" type: "ReLU" } layer { bottom: "res4a_res05" top: "res4b1_branch2a_res05" name: "res4b1_branch2a_res05" type: "Convolution" param { name: "res4b1_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b1_branch2a_res05" top: "res4b1_branch2a_res05" name: "bn4b1_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b1_branch2a_0" lr_mult: 0 } param { name: "bn4b1_branch2a_1" lr_mult: 0 } param { name: "bn4b1_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b1_branch2a_res05" top: "res4b1_branch2a_res05" name: "scale4b1_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b1_branch2a_0" lr_mult: 0 } param { name: "scale4b1_branch2a_1" lr_mult: 0 } } layer { top: "res4b1_branch2a_res05" bottom: "res4b1_branch2a_res05" name: "res4b1_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b1_branch2a_res05" top: "res4b1_branch2b_res05" name: "res4b1_branch2b_res05" type: "Convolution" param { name: "res4b1_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b1_branch2b_res05" top: "res4b1_branch2b_res05" name: "bn4b1_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b1_branch2b_0" lr_mult: 0 } param { name: "bn4b1_branch2b_1" lr_mult: 0 } param { name: "bn4b1_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b1_branch2b_res05" top: "res4b1_branch2b_res05" name: "scale4b1_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b1_branch2b_0" lr_mult: 0 } param { name: "scale4b1_branch2b_1" lr_mult: 0 } } layer { top: "res4b1_branch2b_res05" bottom: "res4b1_branch2b_res05" name: "res4b1_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b1_branch2b_res05" top: "res4b1_branch2c_res05" name: "res4b1_branch2c_res05" type: "Convolution" param { name: "res4b1_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b1_branch2c_res05" top: "res4b1_branch2c_res05" name: "bn4b1_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b1_branch2c_0" lr_mult: 0 } param { name: "bn4b1_branch2c_1" lr_mult: 0 } param { name: "bn4b1_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b1_branch2c_res05" top: "res4b1_branch2c_res05" name: "scale4b1_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b1_branch2c_0" lr_mult: 0 } param { name: "scale4b1_branch2c_1" lr_mult: 0 } } layer { bottom: "res4a_res05" bottom: "res4b1_branch2c_res05" top: "res4b1_res05" name: "res4b1_res05" type: "Eltwise" } layer { bottom: "res4b1_res05" top: "res4b1_res05" name: "res4b1_relu_res05" type: "ReLU" } layer { bottom: "res4b1_res05" top: "res4b2_branch2a_res05" name: "res4b2_branch2a_res05" type: "Convolution" param { name: "res4b2_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b2_branch2a_res05" top: "res4b2_branch2a_res05" name: "bn4b2_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b2_branch2a_0" lr_mult: 0 } param { name: "bn4b2_branch2a_1" lr_mult: 0 } param { name: "bn4b2_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b2_branch2a_res05" top: "res4b2_branch2a_res05" name: "scale4b2_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b2_branch2a_0" lr_mult: 0 } param { name: "scale4b2_branch2a_1" lr_mult: 0 } } layer { top: "res4b2_branch2a_res05" bottom: "res4b2_branch2a_res05" name: "res4b2_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b2_branch2a_res05" top: "res4b2_branch2b_res05" name: "res4b2_branch2b_res05" type: "Convolution" param { name: "res4b2_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b2_branch2b_res05" top: "res4b2_branch2b_res05" name: "bn4b2_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b2_branch2b_0" lr_mult: 0 } param { name: "bn4b2_branch2b_1" lr_mult: 0 } param { name: "bn4b2_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b2_branch2b_res05" top: "res4b2_branch2b_res05" name: "scale4b2_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b2_branch2b_0" lr_mult: 0 } param { name: "scale4b2_branch2b_1" lr_mult: 0 } } layer { top: "res4b2_branch2b_res05" bottom: "res4b2_branch2b_res05" name: "res4b2_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b2_branch2b_res05" top: "res4b2_branch2c_res05" name: "res4b2_branch2c_res05" type: "Convolution" param { name: "res4b2_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b2_branch2c_res05" top: "res4b2_branch2c_res05" name: "bn4b2_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b2_branch2c_0" lr_mult: 0 } param { name: "bn4b2_branch2c_1" lr_mult: 0 } param { name: "bn4b2_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b2_branch2c_res05" top: "res4b2_branch2c_res05" name: "scale4b2_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b2_branch2c_0" lr_mult: 0 } param { name: "scale4b2_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b1_res05" bottom: "res4b2_branch2c_res05" top: "res4b2_res05" name: "res4b2_res05" type: "Eltwise" } layer { bottom: "res4b2_res05" top: "res4b2_res05" name: "res4b2_relu_res05" type: "ReLU" } layer { bottom: "res4b2_res05" top: "res4b3_branch2a_res05" name: "res4b3_branch2a_res05" type: "Convolution" param { name: "res4b3_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b3_branch2a_res05" top: "res4b3_branch2a_res05" name: "bn4b3_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b3_branch2a_0" lr_mult: 0 } param { name: "bn4b3_branch2a_1" lr_mult: 0 } param { name: "bn4b3_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b3_branch2a_res05" top: "res4b3_branch2a_res05" name: "scale4b3_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b3_branch2a_0" lr_mult: 0 } param { name: "scale4b3_branch2a_1" lr_mult: 0 } } layer { top: "res4b3_branch2a_res05" bottom: "res4b3_branch2a_res05" name: "res4b3_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b3_branch2a_res05" top: "res4b3_branch2b_res05" name: "res4b3_branch2b_res05" type: "Convolution" param { name: "res4b3_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b3_branch2b_res05" top: "res4b3_branch2b_res05" name: "bn4b3_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b3_branch2b_0" lr_mult: 0 } param { name: "bn4b3_branch2b_1" lr_mult: 0 } param { name: "bn4b3_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b3_branch2b_res05" top: "res4b3_branch2b_res05" name: "scale4b3_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b3_branch2b_0" lr_mult: 0 } param { name: "scale4b3_branch2b_1" lr_mult: 0 } } layer { top: "res4b3_branch2b_res05" bottom: "res4b3_branch2b_res05" name: "res4b3_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b3_branch2b_res05" top: "res4b3_branch2c_res05" name: "res4b3_branch2c_res05" type: "Convolution" param { name: "res4b3_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b3_branch2c_res05" top: "res4b3_branch2c_res05" name: "bn4b3_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b3_branch2c_0" lr_mult: 0 } param { name: "bn4b3_branch2c_1" lr_mult: 0 } param { name: "bn4b3_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b3_branch2c_res05" top: "res4b3_branch2c_res05" name: "scale4b3_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b3_branch2c_0" lr_mult: 0 } param { name: "scale4b3_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b2_res05" bottom: "res4b3_branch2c_res05" top: "res4b3_res05" name: "res4b3_res05" type: "Eltwise" } layer { bottom: "res4b3_res05" top: "res4b3_res05" name: "res4b3_relu_res05" type: "ReLU" } layer { bottom: "res4b3_res05" top: "res4b4_branch2a_res05" name: "res4b4_branch2a_res05" type: "Convolution" param { name: "res4b4_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b4_branch2a_res05" top: "res4b4_branch2a_res05" name: "bn4b4_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b4_branch2a_0" lr_mult: 0 } param { name: "bn4b4_branch2a_1" lr_mult: 0 } param { name: "bn4b4_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b4_branch2a_res05" top: "res4b4_branch2a_res05" name: "scale4b4_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b4_branch2a_0" lr_mult: 0 } param { name: "scale4b4_branch2a_1" lr_mult: 0 } } layer { top: "res4b4_branch2a_res05" bottom: "res4b4_branch2a_res05" name: "res4b4_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b4_branch2a_res05" top: "res4b4_branch2b_res05" name: "res4b4_branch2b_res05" type: "Convolution" param { name: "res4b4_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b4_branch2b_res05" top: "res4b4_branch2b_res05" name: "bn4b4_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b4_branch2b_0" lr_mult: 0 } param { name: "bn4b4_branch2b_1" lr_mult: 0 } param { name: "bn4b4_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b4_branch2b_res05" top: "res4b4_branch2b_res05" name: "scale4b4_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b4_branch2b_0" lr_mult: 0 } param { name: "scale4b4_branch2b_1" lr_mult: 0 } } layer { top: "res4b4_branch2b_res05" bottom: "res4b4_branch2b_res05" name: "res4b4_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b4_branch2b_res05" top: "res4b4_branch2c_res05" name: "res4b4_branch2c_res05" type: "Convolution" param { name: "res4b4_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b4_branch2c_res05" top: "res4b4_branch2c_res05" name: "bn4b4_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b4_branch2c_0" lr_mult: 0 } param { name: "bn4b4_branch2c_1" lr_mult: 0 } param { name: "bn4b4_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b4_branch2c_res05" top: "res4b4_branch2c_res05" name: "scale4b4_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b4_branch2c_0" lr_mult: 0 } param { name: "scale4b4_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b3_res05" bottom: "res4b4_branch2c_res05" top: "res4b4_res05" name: "res4b4_res05" type: "Eltwise" } layer { bottom: "res4b4_res05" top: "res4b4_res05" name: "res4b4_relu_res05" type: "ReLU" } layer { bottom: "res4b4_res05" top: "res4b5_branch2a_res05" name: "res4b5_branch2a_res05" type: "Convolution" param { name: "res4b5_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b5_branch2a_res05" top: "res4b5_branch2a_res05" name: "bn4b5_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b5_branch2a_0" lr_mult: 0 } param { name: "bn4b5_branch2a_1" lr_mult: 0 } param { name: "bn4b5_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b5_branch2a_res05" top: "res4b5_branch2a_res05" name: "scale4b5_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b5_branch2a_0" lr_mult: 0 } param { name: "scale4b5_branch2a_1" lr_mult: 0 } } layer { top: "res4b5_branch2a_res05" bottom: "res4b5_branch2a_res05" name: "res4b5_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b5_branch2a_res05" top: "res4b5_branch2b_res05" name: "res4b5_branch2b_res05" type: "Convolution" param { name: "res4b5_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b5_branch2b_res05" top: "res4b5_branch2b_res05" name: "bn4b5_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b5_branch2b_0" lr_mult: 0 } param { name: "bn4b5_branch2b_1" lr_mult: 0 } param { name: "bn4b5_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b5_branch2b_res05" top: "res4b5_branch2b_res05" name: "scale4b5_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b5_branch2b_0" lr_mult: 0 } param { name: "scale4b5_branch2b_1" lr_mult: 0 } } layer { top: "res4b5_branch2b_res05" bottom: "res4b5_branch2b_res05" name: "res4b5_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b5_branch2b_res05" top: "res4b5_branch2c_res05" name: "res4b5_branch2c_res05" type: "Convolution" param { name: "res4b5_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b5_branch2c_res05" top: "res4b5_branch2c_res05" name: "bn4b5_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b5_branch2c_0" lr_mult: 0 } param { name: "bn4b5_branch2c_1" lr_mult: 0 } param { name: "bn4b5_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b5_branch2c_res05" top: "res4b5_branch2c_res05" name: "scale4b5_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b5_branch2c_0" lr_mult: 0 } param { name: "scale4b5_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b4_res05" bottom: "res4b5_branch2c_res05" top: "res4b5_res05" name: "res4b5_res05" type: "Eltwise" } layer { bottom: "res4b5_res05" top: "res4b5_res05" name: "res4b5_relu_res05" type: "ReLU" } layer { bottom: "res4b5_res05" top: "res4b6_branch2a_res05" name: "res4b6_branch2a_res05" type: "Convolution" param { name: "res4b6_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b6_branch2a_res05" top: "res4b6_branch2a_res05" name: "bn4b6_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b6_branch2a_0" lr_mult: 0 } param { name: "bn4b6_branch2a_1" lr_mult: 0 } param { name: "bn4b6_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b6_branch2a_res05" top: "res4b6_branch2a_res05" name: "scale4b6_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b6_branch2a_0" lr_mult: 0 } param { name: "scale4b6_branch2a_1" lr_mult: 0 } } layer { top: "res4b6_branch2a_res05" bottom: "res4b6_branch2a_res05" name: "res4b6_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b6_branch2a_res05" top: "res4b6_branch2b_res05" name: "res4b6_branch2b_res05" type: "Convolution" param { name: "res4b6_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b6_branch2b_res05" top: "res4b6_branch2b_res05" name: "bn4b6_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b6_branch2b_0" lr_mult: 0 } param { name: "bn4b6_branch2b_1" lr_mult: 0 } param { name: "bn4b6_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b6_branch2b_res05" top: "res4b6_branch2b_res05" name: "scale4b6_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b6_branch2b_0" lr_mult: 0 } param { name: "scale4b6_branch2b_1" lr_mult: 0 } } layer { top: "res4b6_branch2b_res05" bottom: "res4b6_branch2b_res05" name: "res4b6_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b6_branch2b_res05" top: "res4b6_branch2c_res05" name: "res4b6_branch2c_res05" type: "Convolution" param { name: "res4b6_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b6_branch2c_res05" top: "res4b6_branch2c_res05" name: "bn4b6_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b6_branch2c_0" lr_mult: 0 } param { name: "bn4b6_branch2c_1" lr_mult: 0 } param { name: "bn4b6_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b6_branch2c_res05" top: "res4b6_branch2c_res05" name: "scale4b6_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b6_branch2c_0" lr_mult: 0 } param { name: "scale4b6_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b5_res05" bottom: "res4b6_branch2c_res05" top: "res4b6_res05" name: "res4b6_res05" type: "Eltwise" } layer { bottom: "res4b6_res05" top: "res4b6_res05" name: "res4b6_relu_res05" type: "ReLU" } layer { bottom: "res4b6_res05" top: "res4b7_branch2a_res05" name: "res4b7_branch2a_res05" type: "Convolution" param { name: "res4b7_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b7_branch2a_res05" top: "res4b7_branch2a_res05" name: "bn4b7_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b7_branch2a_0" lr_mult: 0 } param { name: "bn4b7_branch2a_1" lr_mult: 0 } param { name: "bn4b7_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b7_branch2a_res05" top: "res4b7_branch2a_res05" name: "scale4b7_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b7_branch2a_0" lr_mult: 0 } param { name: "scale4b7_branch2a_1" lr_mult: 0 } } layer { top: "res4b7_branch2a_res05" bottom: "res4b7_branch2a_res05" name: "res4b7_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b7_branch2a_res05" top: "res4b7_branch2b_res05" name: "res4b7_branch2b_res05" type: "Convolution" param { name: "res4b7_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b7_branch2b_res05" top: "res4b7_branch2b_res05" name: "bn4b7_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b7_branch2b_0" lr_mult: 0 } param { name: "bn4b7_branch2b_1" lr_mult: 0 } param { name: "bn4b7_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b7_branch2b_res05" top: "res4b7_branch2b_res05" name: "scale4b7_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b7_branch2b_0" lr_mult: 0 } param { name: "scale4b7_branch2b_1" lr_mult: 0 } } layer { top: "res4b7_branch2b_res05" bottom: "res4b7_branch2b_res05" name: "res4b7_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b7_branch2b_res05" top: "res4b7_branch2c_res05" name: "res4b7_branch2c_res05" type: "Convolution" param { name: "res4b7_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b7_branch2c_res05" top: "res4b7_branch2c_res05" name: "bn4b7_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b7_branch2c_0" lr_mult: 0 } param { name: "bn4b7_branch2c_1" lr_mult: 0 } param { name: "bn4b7_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b7_branch2c_res05" top: "res4b7_branch2c_res05" name: "scale4b7_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b7_branch2c_0" lr_mult: 0 } param { name: "scale4b7_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b6_res05" bottom: "res4b7_branch2c_res05" top: "res4b7_res05" name: "res4b7_res05" type: "Eltwise" } layer { bottom: "res4b7_res05" top: "res4b7_res05" name: "res4b7_relu_res05" type: "ReLU" } layer { bottom: "res4b7_res05" top: "res4b8_branch2a_res05" name: "res4b8_branch2a_res05" type: "Convolution" param { name: "res4b8_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b8_branch2a_res05" top: "res4b8_branch2a_res05" name: "bn4b8_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b8_branch2a_0" lr_mult: 0 } param { name: "bn4b8_branch2a_1" lr_mult: 0 } param { name: "bn4b8_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b8_branch2a_res05" top: "res4b8_branch2a_res05" name: "scale4b8_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b8_branch2a_0" lr_mult: 0 } param { name: "scale4b8_branch2a_1" lr_mult: 0 } } layer { top: "res4b8_branch2a_res05" bottom: "res4b8_branch2a_res05" name: "res4b8_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b8_branch2a_res05" top: "res4b8_branch2b_res05" name: "res4b8_branch2b_res05" type: "Convolution" param { name: "res4b8_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b8_branch2b_res05" top: "res4b8_branch2b_res05" name: "bn4b8_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b8_branch2b_0" lr_mult: 0 } param { name: "bn4b8_branch2b_1" lr_mult: 0 } param { name: "bn4b8_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b8_branch2b_res05" top: "res4b8_branch2b_res05" name: "scale4b8_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b8_branch2b_0" lr_mult: 0 } param { name: "scale4b8_branch2b_1" lr_mult: 0 } } layer { top: "res4b8_branch2b_res05" bottom: "res4b8_branch2b_res05" name: "res4b8_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b8_branch2b_res05" top: "res4b8_branch2c_res05" name: "res4b8_branch2c_res05" type: "Convolution" param { name: "res4b8_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b8_branch2c_res05" top: "res4b8_branch2c_res05" name: "bn4b8_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b8_branch2c_0" lr_mult: 0 } param { name: "bn4b8_branch2c_1" lr_mult: 0 } param { name: "bn4b8_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b8_branch2c_res05" top: "res4b8_branch2c_res05" name: "scale4b8_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b8_branch2c_0" lr_mult: 0 } param { name: "scale4b8_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b7_res05" bottom: "res4b8_branch2c_res05" top: "res4b8_res05" name: "res4b8_res05" type: "Eltwise" } layer { bottom: "res4b8_res05" top: "res4b8_res05" name: "res4b8_relu_res05" type: "ReLU" } layer { bottom: "res4b8_res05" top: "res4b9_branch2a_res05" name: "res4b9_branch2a_res05" type: "Convolution" param { name: "res4b9_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b9_branch2a_res05" top: "res4b9_branch2a_res05" name: "bn4b9_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b9_branch2a_0" lr_mult: 0 } param { name: "bn4b9_branch2a_1" lr_mult: 0 } param { name: "bn4b9_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b9_branch2a_res05" top: "res4b9_branch2a_res05" name: "scale4b9_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b9_branch2a_0" lr_mult: 0 } param { name: "scale4b9_branch2a_1" lr_mult: 0 } } layer { top: "res4b9_branch2a_res05" bottom: "res4b9_branch2a_res05" name: "res4b9_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b9_branch2a_res05" top: "res4b9_branch2b_res05" name: "res4b9_branch2b_res05" type: "Convolution" param { name: "res4b9_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b9_branch2b_res05" top: "res4b9_branch2b_res05" name: "bn4b9_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b9_branch2b_0" lr_mult: 0 } param { name: "bn4b9_branch2b_1" lr_mult: 0 } param { name: "bn4b9_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b9_branch2b_res05" top: "res4b9_branch2b_res05" name: "scale4b9_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b9_branch2b_0" lr_mult: 0 } param { name: "scale4b9_branch2b_1" lr_mult: 0 } } layer { top: "res4b9_branch2b_res05" bottom: "res4b9_branch2b_res05" name: "res4b9_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b9_branch2b_res05" top: "res4b9_branch2c_res05" name: "res4b9_branch2c_res05" type: "Convolution" param { name: "res4b9_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b9_branch2c_res05" top: "res4b9_branch2c_res05" name: "bn4b9_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b9_branch2c_0" lr_mult: 0 } param { name: "bn4b9_branch2c_1" lr_mult: 0 } param { name: "bn4b9_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b9_branch2c_res05" top: "res4b9_branch2c_res05" name: "scale4b9_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b9_branch2c_0" lr_mult: 0 } param { name: "scale4b9_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b8_res05" bottom: "res4b9_branch2c_res05" top: "res4b9_res05" name: "res4b9_res05" type: "Eltwise" } layer { bottom: "res4b9_res05" top: "res4b9_res05" name: "res4b9_relu_res05" type: "ReLU" } layer { bottom: "res4b9_res05" top: "res4b10_branch2a_res05" name: "res4b10_branch2a_res05" type: "Convolution" param { name: "res4b10_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b10_branch2a_res05" top: "res4b10_branch2a_res05" name: "bn4b10_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b10_branch2a_0" lr_mult: 0 } param { name: "bn4b10_branch2a_1" lr_mult: 0 } param { name: "bn4b10_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b10_branch2a_res05" top: "res4b10_branch2a_res05" name: "scale4b10_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b10_branch2a_0" lr_mult: 0 } param { name: "scale4b10_branch2a_1" lr_mult: 0 } } layer { top: "res4b10_branch2a_res05" bottom: "res4b10_branch2a_res05" name: "res4b10_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b10_branch2a_res05" top: "res4b10_branch2b_res05" name: "res4b10_branch2b_res05" type: "Convolution" param { name: "res4b10_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b10_branch2b_res05" top: "res4b10_branch2b_res05" name: "bn4b10_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b10_branch2b_0" lr_mult: 0 } param { name: "bn4b10_branch2b_1" lr_mult: 0 } param { name: "bn4b10_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b10_branch2b_res05" top: "res4b10_branch2b_res05" name: "scale4b10_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b10_branch2b_0" lr_mult: 0 } param { name: "scale4b10_branch2b_1" lr_mult: 0 } } layer { top: "res4b10_branch2b_res05" bottom: "res4b10_branch2b_res05" name: "res4b10_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b10_branch2b_res05" top: "res4b10_branch2c_res05" name: "res4b10_branch2c_res05" type: "Convolution" param { name: "res4b10_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b10_branch2c_res05" top: "res4b10_branch2c_res05" name: "bn4b10_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b10_branch2c_0" lr_mult: 0 } param { name: "bn4b10_branch2c_1" lr_mult: 0 } param { name: "bn4b10_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b10_branch2c_res05" top: "res4b10_branch2c_res05" name: "scale4b10_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b10_branch2c_0" lr_mult: 0 } param { name: "scale4b10_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b9_res05" bottom: "res4b10_branch2c_res05" top: "res4b10_res05" name: "res4b10_res05" type: "Eltwise" } layer { bottom: "res4b10_res05" top: "res4b10_res05" name: "res4b10_relu_res05" type: "ReLU" } layer { bottom: "res4b10_res05" top: "res4b11_branch2a_res05" name: "res4b11_branch2a_res05" type: "Convolution" param { name: "res4b11_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b11_branch2a_res05" top: "res4b11_branch2a_res05" name: "bn4b11_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b11_branch2a_0" lr_mult: 0 } param { name: "bn4b11_branch2a_1" lr_mult: 0 } param { name: "bn4b11_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b11_branch2a_res05" top: "res4b11_branch2a_res05" name: "scale4b11_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b11_branch2a_0" lr_mult: 0 } param { name: "scale4b11_branch2a_1" lr_mult: 0 } } layer { top: "res4b11_branch2a_res05" bottom: "res4b11_branch2a_res05" name: "res4b11_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b11_branch2a_res05" top: "res4b11_branch2b_res05" name: "res4b11_branch2b_res05" type: "Convolution" param { name: "res4b11_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b11_branch2b_res05" top: "res4b11_branch2b_res05" name: "bn4b11_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b11_branch2b_0" lr_mult: 0 } param { name: "bn4b11_branch2b_1" lr_mult: 0 } param { name: "bn4b11_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b11_branch2b_res05" top: "res4b11_branch2b_res05" name: "scale4b11_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b11_branch2b_0" lr_mult: 0 } param { name: "scale4b11_branch2b_1" lr_mult: 0 } } layer { top: "res4b11_branch2b_res05" bottom: "res4b11_branch2b_res05" name: "res4b11_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b11_branch2b_res05" top: "res4b11_branch2c_res05" name: "res4b11_branch2c_res05" type: "Convolution" param { name: "res4b11_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b11_branch2c_res05" top: "res4b11_branch2c_res05" name: "bn4b11_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b11_branch2c_0" lr_mult: 0 } param { name: "bn4b11_branch2c_1" lr_mult: 0 } param { name: "bn4b11_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b11_branch2c_res05" top: "res4b11_branch2c_res05" name: "scale4b11_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b11_branch2c_0" lr_mult: 0 } param { name: "scale4b11_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b10_res05" bottom: "res4b11_branch2c_res05" top: "res4b11_res05" name: "res4b11_res05" type: "Eltwise" } layer { bottom: "res4b11_res05" top: "res4b11_res05" name: "res4b11_relu_res05" type: "ReLU" } layer { bottom: "res4b11_res05" top: "res4b12_branch2a_res05" name: "res4b12_branch2a_res05" type: "Convolution" param { name: "res4b12_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b12_branch2a_res05" top: "res4b12_branch2a_res05" name: "bn4b12_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b12_branch2a_0" lr_mult: 0 } param { name: "bn4b12_branch2a_1" lr_mult: 0 } param { name: "bn4b12_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b12_branch2a_res05" top: "res4b12_branch2a_res05" name: "scale4b12_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b12_branch2a_0" lr_mult: 0 } param { name: "scale4b12_branch2a_1" lr_mult: 0 } } layer { top: "res4b12_branch2a_res05" bottom: "res4b12_branch2a_res05" name: "res4b12_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b12_branch2a_res05" top: "res4b12_branch2b_res05" name: "res4b12_branch2b_res05" type: "Convolution" param { name: "res4b12_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b12_branch2b_res05" top: "res4b12_branch2b_res05" name: "bn4b12_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b12_branch2b_0" lr_mult: 0 } param { name: "bn4b12_branch2b_1" lr_mult: 0 } param { name: "bn4b12_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b12_branch2b_res05" top: "res4b12_branch2b_res05" name: "scale4b12_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b12_branch2b_0" lr_mult: 0 } param { name: "scale4b12_branch2b_1" lr_mult: 0 } } layer { top: "res4b12_branch2b_res05" bottom: "res4b12_branch2b_res05" name: "res4b12_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b12_branch2b_res05" top: "res4b12_branch2c_res05" name: "res4b12_branch2c_res05" type: "Convolution" param { name: "res4b12_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b12_branch2c_res05" top: "res4b12_branch2c_res05" name: "bn4b12_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b12_branch2c_0" lr_mult: 0 } param { name: "bn4b12_branch2c_1" lr_mult: 0 } param { name: "bn4b12_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b12_branch2c_res05" top: "res4b12_branch2c_res05" name: "scale4b12_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b12_branch2c_0" lr_mult: 0 } param { name: "scale4b12_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b11_res05" bottom: "res4b12_branch2c_res05" top: "res4b12_res05" name: "res4b12_res05" type: "Eltwise" } layer { bottom: "res4b12_res05" top: "res4b12_res05" name: "res4b12_relu_res05" type: "ReLU" } layer { bottom: "res4b12_res05" top: "res4b13_branch2a_res05" name: "res4b13_branch2a_res05" type: "Convolution" param { name: "res4b13_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b13_branch2a_res05" top: "res4b13_branch2a_res05" name: "bn4b13_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b13_branch2a_0" lr_mult: 0 } param { name: "bn4b13_branch2a_1" lr_mult: 0 } param { name: "bn4b13_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b13_branch2a_res05" top: "res4b13_branch2a_res05" name: "scale4b13_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b13_branch2a_0" lr_mult: 0 } param { name: "scale4b13_branch2a_1" lr_mult: 0 } } layer { top: "res4b13_branch2a_res05" bottom: "res4b13_branch2a_res05" name: "res4b13_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b13_branch2a_res05" top: "res4b13_branch2b_res05" name: "res4b13_branch2b_res05" type: "Convolution" param { name: "res4b13_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b13_branch2b_res05" top: "res4b13_branch2b_res05" name: "bn4b13_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b13_branch2b_0" lr_mult: 0 } param { name: "bn4b13_branch2b_1" lr_mult: 0 } param { name: "bn4b13_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b13_branch2b_res05" top: "res4b13_branch2b_res05" name: "scale4b13_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b13_branch2b_0" lr_mult: 0 } param { name: "scale4b13_branch2b_1" lr_mult: 0 } } layer { top: "res4b13_branch2b_res05" bottom: "res4b13_branch2b_res05" name: "res4b13_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b13_branch2b_res05" top: "res4b13_branch2c_res05" name: "res4b13_branch2c_res05" type: "Convolution" param { name: "res4b13_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b13_branch2c_res05" top: "res4b13_branch2c_res05" name: "bn4b13_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b13_branch2c_0" lr_mult: 0 } param { name: "bn4b13_branch2c_1" lr_mult: 0 } param { name: "bn4b13_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b13_branch2c_res05" top: "res4b13_branch2c_res05" name: "scale4b13_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b13_branch2c_0" lr_mult: 0 } param { name: "scale4b13_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b12_res05" bottom: "res4b13_branch2c_res05" top: "res4b13_res05" name: "res4b13_res05" type: "Eltwise" } layer { bottom: "res4b13_res05" top: "res4b13_res05" name: "res4b13_relu_res05" type: "ReLU" } layer { bottom: "res4b13_res05" top: "res4b14_branch2a_res05" name: "res4b14_branch2a_res05" type: "Convolution" param { name: "res4b14_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b14_branch2a_res05" top: "res4b14_branch2a_res05" name: "bn4b14_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b14_branch2a_0" lr_mult: 0 } param { name: "bn4b14_branch2a_1" lr_mult: 0 } param { name: "bn4b14_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b14_branch2a_res05" top: "res4b14_branch2a_res05" name: "scale4b14_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b14_branch2a_0" lr_mult: 0 } param { name: "scale4b14_branch2a_1" lr_mult: 0 } } layer { top: "res4b14_branch2a_res05" bottom: "res4b14_branch2a_res05" name: "res4b14_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b14_branch2a_res05" top: "res4b14_branch2b_res05" name: "res4b14_branch2b_res05" type: "Convolution" param { name: "res4b14_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b14_branch2b_res05" top: "res4b14_branch2b_res05" name: "bn4b14_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b14_branch2b_0" lr_mult: 0 } param { name: "bn4b14_branch2b_1" lr_mult: 0 } param { name: "bn4b14_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b14_branch2b_res05" top: "res4b14_branch2b_res05" name: "scale4b14_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b14_branch2b_0" lr_mult: 0 } param { name: "scale4b14_branch2b_1" lr_mult: 0 } } layer { top: "res4b14_branch2b_res05" bottom: "res4b14_branch2b_res05" name: "res4b14_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b14_branch2b_res05" top: "res4b14_branch2c_res05" name: "res4b14_branch2c_res05" type: "Convolution" param { name: "res4b14_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b14_branch2c_res05" top: "res4b14_branch2c_res05" name: "bn4b14_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b14_branch2c_0" lr_mult: 0 } param { name: "bn4b14_branch2c_1" lr_mult: 0 } param { name: "bn4b14_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b14_branch2c_res05" top: "res4b14_branch2c_res05" name: "scale4b14_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b14_branch2c_0" lr_mult: 0 } param { name: "scale4b14_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b13_res05" bottom: "res4b14_branch2c_res05" top: "res4b14_res05" name: "res4b14_res05" type: "Eltwise" } layer { bottom: "res4b14_res05" top: "res4b14_res05" name: "res4b14_relu_res05" type: "ReLU" } layer { bottom: "res4b14_res05" top: "res4b15_branch2a_res05" name: "res4b15_branch2a_res05" type: "Convolution" param { name: "res4b15_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b15_branch2a_res05" top: "res4b15_branch2a_res05" name: "bn4b15_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b15_branch2a_0" lr_mult: 0 } param { name: "bn4b15_branch2a_1" lr_mult: 0 } param { name: "bn4b15_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b15_branch2a_res05" top: "res4b15_branch2a_res05" name: "scale4b15_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b15_branch2a_0" lr_mult: 0 } param { name: "scale4b15_branch2a_1" lr_mult: 0 } } layer { top: "res4b15_branch2a_res05" bottom: "res4b15_branch2a_res05" name: "res4b15_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b15_branch2a_res05" top: "res4b15_branch2b_res05" name: "res4b15_branch2b_res05" type: "Convolution" param { name: "res4b15_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b15_branch2b_res05" top: "res4b15_branch2b_res05" name: "bn4b15_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b15_branch2b_0" lr_mult: 0 } param { name: "bn4b15_branch2b_1" lr_mult: 0 } param { name: "bn4b15_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b15_branch2b_res05" top: "res4b15_branch2b_res05" name: "scale4b15_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b15_branch2b_0" lr_mult: 0 } param { name: "scale4b15_branch2b_1" lr_mult: 0 } } layer { top: "res4b15_branch2b_res05" bottom: "res4b15_branch2b_res05" name: "res4b15_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b15_branch2b_res05" top: "res4b15_branch2c_res05" name: "res4b15_branch2c_res05" type: "Convolution" param { name: "res4b15_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b15_branch2c_res05" top: "res4b15_branch2c_res05" name: "bn4b15_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b15_branch2c_0" lr_mult: 0 } param { name: "bn4b15_branch2c_1" lr_mult: 0 } param { name: "bn4b15_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b15_branch2c_res05" top: "res4b15_branch2c_res05" name: "scale4b15_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b15_branch2c_0" lr_mult: 0 } param { name: "scale4b15_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b14_res05" bottom: "res4b15_branch2c_res05" top: "res4b15_res05" name: "res4b15_res05" type: "Eltwise" } layer { bottom: "res4b15_res05" top: "res4b15_res05" name: "res4b15_relu_res05" type: "ReLU" } layer { bottom: "res4b15_res05" top: "res4b16_branch2a_res05" name: "res4b16_branch2a_res05" type: "Convolution" param { name: "res4b16_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b16_branch2a_res05" top: "res4b16_branch2a_res05" name: "bn4b16_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b16_branch2a_0" lr_mult: 0 } param { name: "bn4b16_branch2a_1" lr_mult: 0 } param { name: "bn4b16_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b16_branch2a_res05" top: "res4b16_branch2a_res05" name: "scale4b16_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b16_branch2a_0" lr_mult: 0 } param { name: "scale4b16_branch2a_1" lr_mult: 0 } } layer { top: "res4b16_branch2a_res05" bottom: "res4b16_branch2a_res05" name: "res4b16_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b16_branch2a_res05" top: "res4b16_branch2b_res05" name: "res4b16_branch2b_res05" type: "Convolution" param { name: "res4b16_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b16_branch2b_res05" top: "res4b16_branch2b_res05" name: "bn4b16_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b16_branch2b_0" lr_mult: 0 } param { name: "bn4b16_branch2b_1" lr_mult: 0 } param { name: "bn4b16_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b16_branch2b_res05" top: "res4b16_branch2b_res05" name: "scale4b16_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b16_branch2b_0" lr_mult: 0 } param { name: "scale4b16_branch2b_1" lr_mult: 0 } } layer { top: "res4b16_branch2b_res05" bottom: "res4b16_branch2b_res05" name: "res4b16_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b16_branch2b_res05" top: "res4b16_branch2c_res05" name: "res4b16_branch2c_res05" type: "Convolution" param { name: "res4b16_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b16_branch2c_res05" top: "res4b16_branch2c_res05" name: "bn4b16_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b16_branch2c_0" lr_mult: 0 } param { name: "bn4b16_branch2c_1" lr_mult: 0 } param { name: "bn4b16_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b16_branch2c_res05" top: "res4b16_branch2c_res05" name: "scale4b16_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b16_branch2c_0" lr_mult: 0 } param { name: "scale4b16_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b15_res05" bottom: "res4b16_branch2c_res05" top: "res4b16_res05" name: "res4b16_res05" type: "Eltwise" } layer { bottom: "res4b16_res05" top: "res4b16_res05" name: "res4b16_relu_res05" type: "ReLU" } layer { bottom: "res4b16_res05" top: "res4b17_branch2a_res05" name: "res4b17_branch2a_res05" type: "Convolution" param { name: "res4b17_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b17_branch2a_res05" top: "res4b17_branch2a_res05" name: "bn4b17_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b17_branch2a_0" lr_mult: 0 } param { name: "bn4b17_branch2a_1" lr_mult: 0 } param { name: "bn4b17_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b17_branch2a_res05" top: "res4b17_branch2a_res05" name: "scale4b17_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b17_branch2a_0" lr_mult: 0 } param { name: "scale4b17_branch2a_1" lr_mult: 0 } } layer { top: "res4b17_branch2a_res05" bottom: "res4b17_branch2a_res05" name: "res4b17_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b17_branch2a_res05" top: "res4b17_branch2b_res05" name: "res4b17_branch2b_res05" type: "Convolution" param { name: "res4b17_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b17_branch2b_res05" top: "res4b17_branch2b_res05" name: "bn4b17_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b17_branch2b_0" lr_mult: 0 } param { name: "bn4b17_branch2b_1" lr_mult: 0 } param { name: "bn4b17_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b17_branch2b_res05" top: "res4b17_branch2b_res05" name: "scale4b17_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b17_branch2b_0" lr_mult: 0 } param { name: "scale4b17_branch2b_1" lr_mult: 0 } } layer { top: "res4b17_branch2b_res05" bottom: "res4b17_branch2b_res05" name: "res4b17_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b17_branch2b_res05" top: "res4b17_branch2c_res05" name: "res4b17_branch2c_res05" type: "Convolution" param { name: "res4b17_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b17_branch2c_res05" top: "res4b17_branch2c_res05" name: "bn4b17_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b17_branch2c_0" lr_mult: 0 } param { name: "bn4b17_branch2c_1" lr_mult: 0 } param { name: "bn4b17_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b17_branch2c_res05" top: "res4b17_branch2c_res05" name: "scale4b17_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b17_branch2c_0" lr_mult: 0 } param { name: "scale4b17_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b16_res05" bottom: "res4b17_branch2c_res05" top: "res4b17_res05" name: "res4b17_res05" type: "Eltwise" } layer { bottom: "res4b17_res05" top: "res4b17_res05" name: "res4b17_relu_res05" type: "ReLU" } layer { bottom: "res4b17_res05" top: "res4b18_branch2a_res05" name: "res4b18_branch2a_res05" type: "Convolution" param { name: "res4b18_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b18_branch2a_res05" top: "res4b18_branch2a_res05" name: "bn4b18_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b18_branch2a_0" lr_mult: 0 } param { name: "bn4b18_branch2a_1" lr_mult: 0 } param { name: "bn4b18_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b18_branch2a_res05" top: "res4b18_branch2a_res05" name: "scale4b18_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b18_branch2a_0" lr_mult: 0 } param { name: "scale4b18_branch2a_1" lr_mult: 0 } } layer { top: "res4b18_branch2a_res05" bottom: "res4b18_branch2a_res05" name: "res4b18_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b18_branch2a_res05" top: "res4b18_branch2b_res05" name: "res4b18_branch2b_res05" type: "Convolution" param { name: "res4b18_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b18_branch2b_res05" top: "res4b18_branch2b_res05" name: "bn4b18_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b18_branch2b_0" lr_mult: 0 } param { name: "bn4b18_branch2b_1" lr_mult: 0 } param { name: "bn4b18_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b18_branch2b_res05" top: "res4b18_branch2b_res05" name: "scale4b18_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b18_branch2b_0" lr_mult: 0 } param { name: "scale4b18_branch2b_1" lr_mult: 0 } } layer { top: "res4b18_branch2b_res05" bottom: "res4b18_branch2b_res05" name: "res4b18_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b18_branch2b_res05" top: "res4b18_branch2c_res05" name: "res4b18_branch2c_res05" type: "Convolution" param { name: "res4b18_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b18_branch2c_res05" top: "res4b18_branch2c_res05" name: "bn4b18_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b18_branch2c_0" lr_mult: 0 } param { name: "bn4b18_branch2c_1" lr_mult: 0 } param { name: "bn4b18_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b18_branch2c_res05" top: "res4b18_branch2c_res05" name: "scale4b18_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b18_branch2c_0" lr_mult: 0 } param { name: "scale4b18_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b17_res05" bottom: "res4b18_branch2c_res05" top: "res4b18_res05" name: "res4b18_res05" type: "Eltwise" } layer { bottom: "res4b18_res05" top: "res4b18_res05" name: "res4b18_relu_res05" type: "ReLU" } layer { bottom: "res4b18_res05" top: "res4b19_branch2a_res05" name: "res4b19_branch2a_res05" type: "Convolution" param { name: "res4b19_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b19_branch2a_res05" top: "res4b19_branch2a_res05" name: "bn4b19_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b19_branch2a_0" lr_mult: 0 } param { name: "bn4b19_branch2a_1" lr_mult: 0 } param { name: "bn4b19_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b19_branch2a_res05" top: "res4b19_branch2a_res05" name: "scale4b19_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b19_branch2a_0" lr_mult: 0 } param { name: "scale4b19_branch2a_1" lr_mult: 0 } } layer { top: "res4b19_branch2a_res05" bottom: "res4b19_branch2a_res05" name: "res4b19_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b19_branch2a_res05" top: "res4b19_branch2b_res05" name: "res4b19_branch2b_res05" type: "Convolution" param { name: "res4b19_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b19_branch2b_res05" top: "res4b19_branch2b_res05" name: "bn4b19_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b19_branch2b_0" lr_mult: 0 } param { name: "bn4b19_branch2b_1" lr_mult: 0 } param { name: "bn4b19_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b19_branch2b_res05" top: "res4b19_branch2b_res05" name: "scale4b19_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b19_branch2b_0" lr_mult: 0 } param { name: "scale4b19_branch2b_1" lr_mult: 0 } } layer { top: "res4b19_branch2b_res05" bottom: "res4b19_branch2b_res05" name: "res4b19_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b19_branch2b_res05" top: "res4b19_branch2c_res05" name: "res4b19_branch2c_res05" type: "Convolution" param { name: "res4b19_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b19_branch2c_res05" top: "res4b19_branch2c_res05" name: "bn4b19_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b19_branch2c_0" lr_mult: 0 } param { name: "bn4b19_branch2c_1" lr_mult: 0 } param { name: "bn4b19_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b19_branch2c_res05" top: "res4b19_branch2c_res05" name: "scale4b19_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b19_branch2c_0" lr_mult: 0 } param { name: "scale4b19_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b18_res05" bottom: "res4b19_branch2c_res05" top: "res4b19_res05" name: "res4b19_res05" type: "Eltwise" } layer { bottom: "res4b19_res05" top: "res4b19_res05" name: "res4b19_relu_res05" type: "ReLU" } layer { bottom: "res4b19_res05" top: "res4b20_branch2a_res05" name: "res4b20_branch2a_res05" type: "Convolution" param { name: "res4b20_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b20_branch2a_res05" top: "res4b20_branch2a_res05" name: "bn4b20_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b20_branch2a_0" lr_mult: 0 } param { name: "bn4b20_branch2a_1" lr_mult: 0 } param { name: "bn4b20_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b20_branch2a_res05" top: "res4b20_branch2a_res05" name: "scale4b20_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b20_branch2a_0" lr_mult: 0 } param { name: "scale4b20_branch2a_1" lr_mult: 0 } } layer { top: "res4b20_branch2a_res05" bottom: "res4b20_branch2a_res05" name: "res4b20_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b20_branch2a_res05" top: "res4b20_branch2b_res05" name: "res4b20_branch2b_res05" type: "Convolution" param { name: "res4b20_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b20_branch2b_res05" top: "res4b20_branch2b_res05" name: "bn4b20_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b20_branch2b_0" lr_mult: 0 } param { name: "bn4b20_branch2b_1" lr_mult: 0 } param { name: "bn4b20_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b20_branch2b_res05" top: "res4b20_branch2b_res05" name: "scale4b20_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b20_branch2b_0" lr_mult: 0 } param { name: "scale4b20_branch2b_1" lr_mult: 0 } } layer { top: "res4b20_branch2b_res05" bottom: "res4b20_branch2b_res05" name: "res4b20_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b20_branch2b_res05" top: "res4b20_branch2c_res05" name: "res4b20_branch2c_res05" type: "Convolution" param { name: "res4b20_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b20_branch2c_res05" top: "res4b20_branch2c_res05" name: "bn4b20_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b20_branch2c_0" lr_mult: 0 } param { name: "bn4b20_branch2c_1" lr_mult: 0 } param { name: "bn4b20_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b20_branch2c_res05" top: "res4b20_branch2c_res05" name: "scale4b20_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b20_branch2c_0" lr_mult: 0 } param { name: "scale4b20_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b19_res05" bottom: "res4b20_branch2c_res05" top: "res4b20_res05" name: "res4b20_res05" type: "Eltwise" } layer { bottom: "res4b20_res05" top: "res4b20_res05" name: "res4b20_relu_res05" type: "ReLU" } layer { bottom: "res4b20_res05" top: "res4b21_branch2a_res05" name: "res4b21_branch2a_res05" type: "Convolution" param { name: "res4b21_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b21_branch2a_res05" top: "res4b21_branch2a_res05" name: "bn4b21_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b21_branch2a_0" lr_mult: 0 } param { name: "bn4b21_branch2a_1" lr_mult: 0 } param { name: "bn4b21_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b21_branch2a_res05" top: "res4b21_branch2a_res05" name: "scale4b21_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b21_branch2a_0" lr_mult: 0 } param { name: "scale4b21_branch2a_1" lr_mult: 0 } } layer { top: "res4b21_branch2a_res05" bottom: "res4b21_branch2a_res05" name: "res4b21_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b21_branch2a_res05" top: "res4b21_branch2b_res05" name: "res4b21_branch2b_res05" type: "Convolution" param { name: "res4b21_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b21_branch2b_res05" top: "res4b21_branch2b_res05" name: "bn4b21_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b21_branch2b_0" lr_mult: 0 } param { name: "bn4b21_branch2b_1" lr_mult: 0 } param { name: "bn4b21_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b21_branch2b_res05" top: "res4b21_branch2b_res05" name: "scale4b21_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b21_branch2b_0" lr_mult: 0 } param { name: "scale4b21_branch2b_1" lr_mult: 0 } } layer { top: "res4b21_branch2b_res05" bottom: "res4b21_branch2b_res05" name: "res4b21_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b21_branch2b_res05" top: "res4b21_branch2c_res05" name: "res4b21_branch2c_res05" type: "Convolution" param { name: "res4b21_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b21_branch2c_res05" top: "res4b21_branch2c_res05" name: "bn4b21_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b21_branch2c_0" lr_mult: 0 } param { name: "bn4b21_branch2c_1" lr_mult: 0 } param { name: "bn4b21_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b21_branch2c_res05" top: "res4b21_branch2c_res05" name: "scale4b21_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b21_branch2c_0" lr_mult: 0 } param { name: "scale4b21_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b20_res05" bottom: "res4b21_branch2c_res05" top: "res4b21_res05" name: "res4b21_res05" type: "Eltwise" } layer { bottom: "res4b21_res05" top: "res4b21_res05" name: "res4b21_relu_res05" type: "ReLU" } layer { bottom: "res4b21_res05" top: "res4b22_branch2a_res05" name: "res4b22_branch2a_res05" type: "Convolution" param { name: "res4b22_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b22_branch2a_res05" top: "res4b22_branch2a_res05" name: "bn4b22_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b22_branch2a_0" lr_mult: 0 } param { name: "bn4b22_branch2a_1" lr_mult: 0 } param { name: "bn4b22_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b22_branch2a_res05" top: "res4b22_branch2a_res05" name: "scale4b22_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b22_branch2a_0" lr_mult: 0 } param { name: "scale4b22_branch2a_1" lr_mult: 0 } } layer { top: "res4b22_branch2a_res05" bottom: "res4b22_branch2a_res05" name: "res4b22_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res4b22_branch2a_res05" top: "res4b22_branch2b_res05" name: "res4b22_branch2b_res05" type: "Convolution" param { name: "res4b22_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b22_branch2b_res05" top: "res4b22_branch2b_res05" name: "bn4b22_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b22_branch2b_0" lr_mult: 0 } param { name: "bn4b22_branch2b_1" lr_mult: 0 } param { name: "bn4b22_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b22_branch2b_res05" top: "res4b22_branch2b_res05" name: "scale4b22_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b22_branch2b_0" lr_mult: 0 } param { name: "scale4b22_branch2b_1" lr_mult: 0 } } layer { top: "res4b22_branch2b_res05" bottom: "res4b22_branch2b_res05" name: "res4b22_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res4b22_branch2b_res05" top: "res4b22_branch2c_res05" name: "res4b22_branch2c_res05" type: "Convolution" param { name: "res4b22_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b22_branch2c_res05" top: "res4b22_branch2c_res05" name: "bn4b22_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b22_branch2c_0" lr_mult: 0 } param { name: "bn4b22_branch2c_1" lr_mult: 0 } param { name: "bn4b22_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b22_branch2c_res05" top: "res4b22_branch2c_res05" name: "scale4b22_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale4b22_branch2c_0" lr_mult: 0 } param { name: "scale4b22_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b21_res05" bottom: "res4b22_branch2c_res05" top: "res4b22_res05" name: "res4b22_res05" type: "Eltwise" } layer { bottom: "res4b22_res05" top: "res4b22_res05" name: "res4b22_relu_res05" type: "ReLU" } layer { bottom: "res4b22_res05" top: "res5a_branch1_res05" name: "res5a_branch1_res05" type: "Convolution" param { name: "res5a_branch1_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 2048 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5a_branch1_res05" top: "res5a_branch1_res05" name: "bn5a_branch1_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5a_branch1_0" lr_mult: 0 } param { name: "bn5a_branch1_1" lr_mult: 0 } param { name: "bn5a_branch1_2" lr_mult: 0 } } layer { bottom: "res5a_branch1_res05" top: "res5a_branch1_res05" name: "scale5a_branch1_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale5a_branch1_0" lr_mult: 0 } param { name: "scale5a_branch1_1" lr_mult: 0 } } layer { bottom: "res4b22_res05" top: "res5a_branch2a_res05" name: "res5a_branch2a_res05" type: "Convolution" param { name: "res5a_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5a_branch2a_res05" top: "res5a_branch2a_res05" name: "bn5a_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5a_branch2a_0" lr_mult: 0 } param { name: "bn5a_branch2a_1" lr_mult: 0 } param { name: "bn5a_branch2a_2" lr_mult: 0 } } layer { bottom: "res5a_branch2a_res05" top: "res5a_branch2a_res05" name: "scale5a_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale5a_branch2a_0" lr_mult: 0 } param { name: "scale5a_branch2a_1" lr_mult: 0 } } layer { top: "res5a_branch2a_res05" bottom: "res5a_branch2a_res05" name: "res5a_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res5a_branch2a_res05" top: "res5a_branch2b_res05" name: "res5a_branch2b_res05" type: "Convolution" param { name: "res5a_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 3 pad: 4 dilation: 4 stride: 1 bias_term: false } } layer { bottom: "res5a_branch2b_res05" top: "res5a_branch2b_res05" name: "bn5a_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5a_branch2b_0" lr_mult: 0 } param { name: "bn5a_branch2b_1" lr_mult: 0 } param { name: "bn5a_branch2b_2" lr_mult: 0 } } layer { bottom: "res5a_branch2b_res05" top: "res5a_branch2b_res05" name: "scale5a_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale5a_branch2b_0" lr_mult: 0 } param { name: "scale5a_branch2b_1" lr_mult: 0 } } layer { top: "res5a_branch2b_res05" bottom: "res5a_branch2b_res05" name: "res5a_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res5a_branch2b_res05" top: "res5a_branch2c_res05" name: "res5a_branch2c_res05" type: "Convolution" param { name: "res5a_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 2048 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5a_branch2c_res05" top: "res5a_branch2c_res05" name: "bn5a_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5a_branch2c_0" lr_mult: 0 } param { name: "bn5a_branch2c_1" lr_mult: 0 } param { name: "bn5a_branch2c_2" lr_mult: 0 } } layer { bottom: "res5a_branch2c_res05" top: "res5a_branch2c_res05" name: "scale5a_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale5a_branch2c_0" lr_mult: 0 } param { name: "scale5a_branch2c_1" lr_mult: 0 } } layer { bottom: "res5a_branch1_res05" bottom: "res5a_branch2c_res05" top: "res5a_res05" name: "res5a_res05" type: "Eltwise" } layer { bottom: "res5a_res05" top: "res5a_res05" name: "res5a_relu_res05" type: "ReLU" } layer { bottom: "res5a_res05" top: "res5b_branch2a_res05" name: "res5b_branch2a_res05" type: "Convolution" param { name: "res5b_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5b_branch2a_res05" top: "res5b_branch2a_res05" name: "bn5b_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5b_branch2a_0" lr_mult: 0 } param { name: "bn5b_branch2a_1" lr_mult: 0 } param { name: "bn5b_branch2a_2" lr_mult: 0 } } layer { bottom: "res5b_branch2a_res05" top: "res5b_branch2a_res05" name: "scale5b_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale5b_branch2a_0" lr_mult: 0 } param { name: "scale5b_branch2a_1" lr_mult: 0 } } layer { top: "res5b_branch2a_res05" bottom: "res5b_branch2a_res05" name: "res5b_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res5b_branch2a_res05" top: "res5b_branch2b_res05" name: "res5b_branch2b_res05" type: "Convolution" param { name: "res5b_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 3 pad: 4 dilation: 4 stride: 1 bias_term: false } } layer { bottom: "res5b_branch2b_res05" top: "res5b_branch2b_res05" name: "bn5b_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5b_branch2b_0" lr_mult: 0 } param { name: "bn5b_branch2b_1" lr_mult: 0 } param { name: "bn5b_branch2b_2" lr_mult: 0 } } layer { bottom: "res5b_branch2b_res05" top: "res5b_branch2b_res05" name: "scale5b_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale5b_branch2b_0" lr_mult: 0 } param { name: "scale5b_branch2b_1" lr_mult: 0 } } layer { top: "res5b_branch2b_res05" bottom: "res5b_branch2b_res05" name: "res5b_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res5b_branch2b_res05" top: "res5b_branch2c_res05" name: "res5b_branch2c_res05" type: "Convolution" param { name: "res5b_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 2048 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5b_branch2c_res05" top: "res5b_branch2c_res05" name: "bn5b_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5b_branch2c_0" lr_mult: 0 } param { name: "bn5b_branch2c_1" lr_mult: 0 } param { name: "bn5b_branch2c_2" lr_mult: 0 } } layer { bottom: "res5b_branch2c_res05" top: "res5b_branch2c_res05" name: "scale5b_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale5b_branch2c_0" lr_mult: 0 } param { name: "scale5b_branch2c_1" lr_mult: 0 } } layer { bottom: "res5a_res05" bottom: "res5b_branch2c_res05" top: "res5b_res05" name: "res5b_res05" type: "Eltwise" } layer { bottom: "res5b_res05" top: "res5b_res05" name: "res5b_relu_res05" type: "ReLU" } layer { bottom: "res5b_res05" top: "res5c_branch2a_res05" name: "res5c_branch2a_res05" type: "Convolution" param { name: "res5c_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5c_branch2a_res05" top: "res5c_branch2a_res05" name: "bn5c_branch2a_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5c_branch2a_0" lr_mult: 0 } param { name: "bn5c_branch2a_1" lr_mult: 0 } param { name: "bn5c_branch2a_2" lr_mult: 0 } } layer { bottom: "res5c_branch2a_res05" top: "res5c_branch2a_res05" name: "scale5c_branch2a_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale5c_branch2a_0" lr_mult: 0 } param { name: "scale5c_branch2a_1" lr_mult: 0 } } layer { top: "res5c_branch2a_res05" bottom: "res5c_branch2a_res05" name: "res5c_branch2a_relu_res05" type: "ReLU" } layer { bottom: "res5c_branch2a_res05" top: "res5c_branch2b_res05" name: "res5c_branch2b_res05" type: "Convolution" param { name: "res5c_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 3 pad: 4 dilation: 4 stride: 1 bias_term: false } } layer { bottom: "res5c_branch2b_res05" top: "res5c_branch2b_res05" name: "bn5c_branch2b_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5c_branch2b_0" lr_mult: 0 } param { name: "bn5c_branch2b_1" lr_mult: 0 } param { name: "bn5c_branch2b_2" lr_mult: 0 } } layer { bottom: "res5c_branch2b_res05" top: "res5c_branch2b_res05" name: "scale5c_branch2b_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale5c_branch2b_0" lr_mult: 0 } param { name: "scale5c_branch2b_1" lr_mult: 0 } } layer { top: "res5c_branch2b_res05" bottom: "res5c_branch2b_res05" name: "res5c_branch2b_relu_res05" type: "ReLU" } layer { bottom: "res5c_branch2b_res05" top: "res5c_branch2c_res05" name: "res5c_branch2c_res05" type: "Convolution" param { name: "res5c_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 2048 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5c_branch2c_res05" top: "res5c_branch2c_res05" name: "bn5c_branch2c_res05" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5c_branch2c_0" lr_mult: 0 } param { name: "bn5c_branch2c_1" lr_mult: 0 } param { name: "bn5c_branch2c_2" lr_mult: 0 } } layer { bottom: "res5c_branch2c_res05" top: "res5c_branch2c_res05" name: "scale5c_branch2c_res05" type: "Scale" scale_param { bias_term: true } param { name: "scale5c_branch2c_0" lr_mult: 0 } param { name: "scale5c_branch2c_1" lr_mult: 0 } } layer { bottom: "res5b_res05" bottom: "res5c_branch2c_res05" top: "res5c_res05" name: "res5c_res05" type: "Eltwise" } layer { bottom: "res5c_res05" top: "res5c_res05" name: "res5c_relu_res05" type: "ReLU" } ###################### resolution 3/4 ##################### layer { bottom: "data_res075" top: "conv1_res075" name: "conv1_res075" type: "Convolution" param { name: "conv1_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 7 pad: 3 stride: 2 bias_term: false } } layer { bottom: "conv1_res075" top: "conv1_res075" name: "bn_conv1_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn_conv1_0" lr_mult: 0 } param { name: "bn_conv1_1" lr_mult: 0 } param { name: "bn_conv1_2" lr_mult: 0 } } layer { bottom: "conv1_res075" top: "conv1_res075" name: "scale_conv1_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale_conv1_0" lr_mult: 0 } param { name: "scale_conv1_1" lr_mult: 0 } } layer { top: "conv1_res075" bottom: "conv1_res075" name: "conv1_relu_res075" type: "ReLU" } layer { bottom: "conv1_res075" top: "pool1_res075" name: "pool1_res075" type: "Pooling" pooling_param { kernel_size: 3 stride: 2 pad: 1 pool: MAX } } layer { bottom: "pool1_res075" top: "res2a_branch1_res075" name: "res2a_branch1_res075" type: "Convolution" param { name: "res2a_branch1_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2a_branch1_res075" top: "res2a_branch1_res075" name: "bn2a_branch1_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2a_branch1_0" lr_mult: 0 } param { name: "bn2a_branch1_1" lr_mult: 0 } param { name: "bn2a_branch1_2" lr_mult: 0 } } layer { bottom: "res2a_branch1_res075" top: "res2a_branch1_res075" name: "scale2a_branch1_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale2a_branch1_0" lr_mult: 0 } param { name: "scale2a_branch1_1" lr_mult: 0 } } layer { bottom: "pool1_res075" top: "res2a_branch2a_res075" name: "res2a_branch2a_res075" type: "Convolution" param { name: "res2a_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2a_branch2a_res075" top: "res2a_branch2a_res075" name: "bn2a_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2a_branch2a_0" lr_mult: 0 } param { name: "bn2a_branch2a_1" lr_mult: 0 } param { name: "bn2a_branch2a_2" lr_mult: 0 } } layer { bottom: "res2a_branch2a_res075" top: "res2a_branch2a_res075" name: "scale2a_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale2a_branch2a_0" lr_mult: 0 } param { name: "scale2a_branch2a_1" lr_mult: 0 } } layer { top: "res2a_branch2a_res075" bottom: "res2a_branch2a_res075" name: "res2a_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res2a_branch2a_res075" top: "res2a_branch2b_res075" name: "res2a_branch2b_res075" type: "Convolution" param { name: "res2a_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res2a_branch2b_res075" top: "res2a_branch2b_res075" name: "bn2a_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2a_branch2b_0" lr_mult: 0 } param { name: "bn2a_branch2b_1" lr_mult: 0 } param { name: "bn2a_branch2b_2" lr_mult: 0 } } layer { bottom: "res2a_branch2b_res075" top: "res2a_branch2b_res075" name: "scale2a_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale2a_branch2b_0" lr_mult: 0 } param { name: "scale2a_branch2b_1" lr_mult: 0 } } layer { top: "res2a_branch2b_res075" bottom: "res2a_branch2b_res075" name: "res2a_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res2a_branch2b_res075" top: "res2a_branch2c_res075" name: "res2a_branch2c_res075" type: "Convolution" param { name: "res2a_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2a_branch2c_res075" top: "res2a_branch2c_res075" name: "bn2a_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2a_branch2c_0" lr_mult: 0 } param { name: "bn2a_branch2c_1" lr_mult: 0 } param { name: "bn2a_branch2c_2" lr_mult: 0 } } layer { bottom: "res2a_branch2c_res075" top: "res2a_branch2c_res075" name: "scale2a_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale2a_branch2c_0" lr_mult: 0 } param { name: "scale2a_branch2c_1" lr_mult: 0 } } layer { bottom: "res2a_branch1_res075" bottom: "res2a_branch2c_res075" top: "res2a_res075" name: "res2a_res075" type: "Eltwise" } layer { bottom: "res2a_res075" top: "res2a_res075" name: "res2a_relu_res075" type: "ReLU" } layer { bottom: "res2a_res075" top: "res2b_branch2a_res075" name: "res2b_branch2a_res075" type: "Convolution" param { name: "res2b_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2b_branch2a_res075" top: "res2b_branch2a_res075" name: "bn2b_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2b_branch2a_0" lr_mult: 0 } param { name: "bn2b_branch2a_1" lr_mult: 0 } param { name: "bn2b_branch2a_2" lr_mult: 0 } } layer { bottom: "res2b_branch2a_res075" top: "res2b_branch2a_res075" name: "scale2b_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale2b_branch2a_0" lr_mult: 0 } param { name: "scale2b_branch2a_1" lr_mult: 0 } } layer { top: "res2b_branch2a_res075" bottom: "res2b_branch2a_res075" name: "res2b_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res2b_branch2a_res075" top: "res2b_branch2b_res075" name: "res2b_branch2b_res075" type: "Convolution" param { name: "res2b_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res2b_branch2b_res075" top: "res2b_branch2b_res075" name: "bn2b_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2b_branch2b_0" lr_mult: 0 } param { name: "bn2b_branch2b_1" lr_mult: 0 } param { name: "bn2b_branch2b_2" lr_mult: 0 } } layer { bottom: "res2b_branch2b_res075" top: "res2b_branch2b_res075" name: "scale2b_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale2b_branch2b_0" lr_mult: 0 } param { name: "scale2b_branch2b_1" lr_mult: 0 } } layer { top: "res2b_branch2b_res075" bottom: "res2b_branch2b_res075" name: "res2b_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res2b_branch2b_res075" top: "res2b_branch2c_res075" name: "res2b_branch2c_res075" type: "Convolution" param { name: "res2b_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2b_branch2c_res075" top: "res2b_branch2c_res075" name: "bn2b_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2b_branch2c_0" lr_mult: 0 } param { name: "bn2b_branch2c_1" lr_mult: 0 } param { name: "bn2b_branch2c_2" lr_mult: 0 } } layer { bottom: "res2b_branch2c_res075" top: "res2b_branch2c_res075" name: "scale2b_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale2b_branch2c_0" lr_mult: 0 } param { name: "scale2b_branch2c_1" lr_mult: 0 } } layer { bottom: "res2a_res075" bottom: "res2b_branch2c_res075" top: "res2b_res075" name: "res2b_res075" type: "Eltwise" } layer { bottom: "res2b_res075" top: "res2b_res075" name: "res2b_relu_res075" type: "ReLU" } layer { bottom: "res2b_res075" top: "res2c_branch2a_res075" name: "res2c_branch2a_res075" type: "Convolution" param { name: "res2c_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2c_branch2a_res075" top: "res2c_branch2a_res075" name: "bn2c_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2c_branch2a_0" lr_mult: 0 } param { name: "bn2c_branch2a_1" lr_mult: 0 } param { name: "bn2c_branch2a_2" lr_mult: 0 } } layer { bottom: "res2c_branch2a_res075" top: "res2c_branch2a_res075" name: "scale2c_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale2c_branch2a_0" lr_mult: 0 } param { name: "scale2c_branch2a_1" lr_mult: 0 } } layer { top: "res2c_branch2a_res075" bottom: "res2c_branch2a_res075" name: "res2c_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res2c_branch2a_res075" top: "res2c_branch2b_res075" name: "res2c_branch2b_res075" type: "Convolution" param { name: "res2c_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 64 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res2c_branch2b_res075" top: "res2c_branch2b_res075" name: "bn2c_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2c_branch2b_0" lr_mult: 0 } param { name: "bn2c_branch2b_1" lr_mult: 0 } param { name: "bn2c_branch2b_2" lr_mult: 0 } } layer { bottom: "res2c_branch2b_res075" top: "res2c_branch2b_res075" name: "scale2c_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale2c_branch2b_0" lr_mult: 0 } param { name: "scale2c_branch2b_1" lr_mult: 0 } } layer { top: "res2c_branch2b_res075" bottom: "res2c_branch2b_res075" name: "res2c_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res2c_branch2b_res075" top: "res2c_branch2c_res075" name: "res2c_branch2c_res075" type: "Convolution" param { name: "res2c_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res2c_branch2c_res075" top: "res2c_branch2c_res075" name: "bn2c_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn2c_branch2c_0" lr_mult: 0 } param { name: "bn2c_branch2c_1" lr_mult: 0 } param { name: "bn2c_branch2c_2" lr_mult: 0 } } layer { bottom: "res2c_branch2c_res075" top: "res2c_branch2c_res075" name: "scale2c_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale2c_branch2c_0" lr_mult: 0 } param { name: "scale2c_branch2c_1" lr_mult: 0 } } layer { bottom: "res2b_res075" bottom: "res2c_branch2c_res075" top: "res2c_res075" name: "res2c_res075" type: "Eltwise" } layer { bottom: "res2c_res075" top: "res2c_res075" name: "res2c_relu_res075" type: "ReLU" } layer { bottom: "res2c_res075" top: "res3a_branch1_res075" name: "res3a_branch1_res075" type: "Convolution" param { name: "res3a_branch1_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 2 bias_term: false } } layer { bottom: "res3a_branch1_res075" top: "res3a_branch1_res075" name: "bn3a_branch1_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3a_branch1_0" lr_mult: 0 } param { name: "bn3a_branch1_1" lr_mult: 0 } param { name: "bn3a_branch1_2" lr_mult: 0 } } layer { bottom: "res3a_branch1_res075" top: "res3a_branch1_res075" name: "scale3a_branch1_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale3a_branch1_0" lr_mult: 0 } param { name: "scale3a_branch1_1" lr_mult: 0 } } layer { bottom: "res2c_res075" top: "res3a_branch2a_res075" name: "res3a_branch2a_res075" type: "Convolution" param { name: "res3a_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 1 pad: 0 stride: 2 bias_term: false } } layer { bottom: "res3a_branch2a_res075" top: "res3a_branch2a_res075" name: "bn3a_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3a_branch2a_0" lr_mult: 0 } param { name: "bn3a_branch2a_1" lr_mult: 0 } param { name: "bn3a_branch2a_2" lr_mult: 0 } } layer { bottom: "res3a_branch2a_res075" top: "res3a_branch2a_res075" name: "scale3a_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale3a_branch2a_0" lr_mult: 0 } param { name: "scale3a_branch2a_1" lr_mult: 0 } } layer { top: "res3a_branch2a_res075" bottom: "res3a_branch2a_res075" name: "res3a_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res3a_branch2a_res075" top: "res3a_branch2b_res075" name: "res3a_branch2b_res075" type: "Convolution" param { name: "res3a_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res3a_branch2b_res075" top: "res3a_branch2b_res075" name: "bn3a_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3a_branch2b_0" lr_mult: 0 } param { name: "bn3a_branch2b_1" lr_mult: 0 } param { name: "bn3a_branch2b_2" lr_mult: 0 } } layer { bottom: "res3a_branch2b_res075" top: "res3a_branch2b_res075" name: "scale3a_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale3a_branch2b_0" lr_mult: 0 } param { name: "scale3a_branch2b_1" lr_mult: 0 } } layer { top: "res3a_branch2b_res075" bottom: "res3a_branch2b_res075" name: "res3a_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res3a_branch2b_res075" top: "res3a_branch2c_res075" name: "res3a_branch2c_res075" type: "Convolution" param { name: "res3a_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3a_branch2c_res075" top: "res3a_branch2c_res075" name: "bn3a_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3a_branch2c_0" lr_mult: 0 } param { name: "bn3a_branch2c_1" lr_mult: 0 } param { name: "bn3a_branch2c_2" lr_mult: 0 } } layer { bottom: "res3a_branch2c_res075" top: "res3a_branch2c_res075" name: "scale3a_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale3a_branch2c_0" lr_mult: 0 } param { name: "scale3a_branch2c_1" lr_mult: 0 } } layer { bottom: "res3a_branch1_res075" bottom: "res3a_branch2c_res075" top: "res3a_res075" name: "res3a_res075" type: "Eltwise" } layer { bottom: "res3a_res075" top: "res3a_res075" name: "res3a_relu_res075" type: "ReLU" } layer { bottom: "res3a_res075" top: "res3b1_branch2a_res075" name: "res3b1_branch2a_res075" type: "Convolution" param { name: "res3b1_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b1_branch2a_res075" top: "res3b1_branch2a_res075" name: "bn3b1_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b1_branch2a_0" lr_mult: 0 } param { name: "bn3b1_branch2a_1" lr_mult: 0 } param { name: "bn3b1_branch2a_2" lr_mult: 0 } } layer { bottom: "res3b1_branch2a_res075" top: "res3b1_branch2a_res075" name: "scale3b1_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale3b1_branch2a_0" lr_mult: 0 } param { name: "scale3b1_branch2a_1" lr_mult: 0 } } layer { top: "res3b1_branch2a_res075" bottom: "res3b1_branch2a_res075" name: "res3b1_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res3b1_branch2a_res075" top: "res3b1_branch2b_res075" name: "res3b1_branch2b_res075" type: "Convolution" param { name: "res3b1_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res3b1_branch2b_res075" top: "res3b1_branch2b_res075" name: "bn3b1_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b1_branch2b_0" lr_mult: 0 } param { name: "bn3b1_branch2b_1" lr_mult: 0 } param { name: "bn3b1_branch2b_2" lr_mult: 0 } } layer { bottom: "res3b1_branch2b_res075" top: "res3b1_branch2b_res075" name: "scale3b1_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale3b1_branch2b_0" lr_mult: 0 } param { name: "scale3b1_branch2b_1" lr_mult: 0 } } layer { top: "res3b1_branch2b_res075" bottom: "res3b1_branch2b_res075" name: "res3b1_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res3b1_branch2b_res075" top: "res3b1_branch2c_res075" name: "res3b1_branch2c_res075" type: "Convolution" param { name: "res3b1_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b1_branch2c_res075" top: "res3b1_branch2c_res075" name: "bn3b1_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b1_branch2c_0" lr_mult: 0 } param { name: "bn3b1_branch2c_1" lr_mult: 0 } param { name: "bn3b1_branch2c_2" lr_mult: 0 } } layer { bottom: "res3b1_branch2c_res075" top: "res3b1_branch2c_res075" name: "scale3b1_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale3b1_branch2c_0" lr_mult: 0 } param { name: "scale3b1_branch2c_1" lr_mult: 0 } } layer { bottom: "res3a_res075" bottom: "res3b1_branch2c_res075" top: "res3b1_res075" name: "res3b1_res075" type: "Eltwise" } layer { bottom: "res3b1_res075" top: "res3b1_res075" name: "res3b1_relu_res075" type: "ReLU" } layer { bottom: "res3b1_res075" top: "res3b2_branch2a_res075" name: "res3b2_branch2a_res075" type: "Convolution" param { name: "res3b2_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b2_branch2a_res075" top: "res3b2_branch2a_res075" name: "bn3b2_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b2_branch2a_0" lr_mult: 0 } param { name: "bn3b2_branch2a_1" lr_mult: 0 } param { name: "bn3b2_branch2a_2" lr_mult: 0 } } layer { bottom: "res3b2_branch2a_res075" top: "res3b2_branch2a_res075" name: "scale3b2_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale3b2_branch2a_0" lr_mult: 0 } param { name: "scale3b2_branch2a_1" lr_mult: 0 } } layer { top: "res3b2_branch2a_res075" bottom: "res3b2_branch2a_res075" name: "res3b2_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res3b2_branch2a_res075" top: "res3b2_branch2b_res075" name: "res3b2_branch2b_res075" type: "Convolution" param { name: "res3b2_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res3b2_branch2b_res075" top: "res3b2_branch2b_res075" name: "bn3b2_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b2_branch2b_0" lr_mult: 0 } param { name: "bn3b2_branch2b_1" lr_mult: 0 } param { name: "bn3b2_branch2b_2" lr_mult: 0 } } layer { bottom: "res3b2_branch2b_res075" top: "res3b2_branch2b_res075" name: "scale3b2_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale3b2_branch2b_0" lr_mult: 0 } param { name: "scale3b2_branch2b_1" lr_mult: 0 } } layer { top: "res3b2_branch2b_res075" bottom: "res3b2_branch2b_res075" name: "res3b2_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res3b2_branch2b_res075" top: "res3b2_branch2c_res075" name: "res3b2_branch2c_res075" type: "Convolution" param { name: "res3b2_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b2_branch2c_res075" top: "res3b2_branch2c_res075" name: "bn3b2_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b2_branch2c_0" lr_mult: 0 } param { name: "bn3b2_branch2c_1" lr_mult: 0 } param { name: "bn3b2_branch2c_2" lr_mult: 0 } } layer { bottom: "res3b2_branch2c_res075" top: "res3b2_branch2c_res075" name: "scale3b2_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale3b2_branch2c_0" lr_mult: 0 } param { name: "scale3b2_branch2c_1" lr_mult: 0 } } layer { bottom: "res3b1_res075" bottom: "res3b2_branch2c_res075" top: "res3b2_res075" name: "res3b2_res075" type: "Eltwise" } layer { bottom: "res3b2_res075" top: "res3b2_res075" name: "res3b2_relu_res075" type: "ReLU" } layer { bottom: "res3b2_res075" top: "res3b3_branch2a_res075" name: "res3b3_branch2a_res075" type: "Convolution" param { name: "res3b3_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b3_branch2a_res075" top: "res3b3_branch2a_res075" name: "bn3b3_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b3_branch2a_0" lr_mult: 0 } param { name: "bn3b3_branch2a_1" lr_mult: 0 } param { name: "bn3b3_branch2a_2" lr_mult: 0 } } layer { bottom: "res3b3_branch2a_res075" top: "res3b3_branch2a_res075" name: "scale3b3_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale3b3_branch2a_0" lr_mult: 0 } param { name: "scale3b3_branch2a_1" lr_mult: 0 } } layer { top: "res3b3_branch2a_res075" bottom: "res3b3_branch2a_res075" name: "res3b3_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res3b3_branch2a_res075" top: "res3b3_branch2b_res075" name: "res3b3_branch2b_res075" type: "Convolution" param { name: "res3b3_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 128 kernel_size: 3 pad: 1 stride: 1 bias_term: false } } layer { bottom: "res3b3_branch2b_res075" top: "res3b3_branch2b_res075" name: "bn3b3_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b3_branch2b_0" lr_mult: 0 } param { name: "bn3b3_branch2b_1" lr_mult: 0 } param { name: "bn3b3_branch2b_2" lr_mult: 0 } } layer { bottom: "res3b3_branch2b_res075" top: "res3b3_branch2b_res075" name: "scale3b3_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale3b3_branch2b_0" lr_mult: 0 } param { name: "scale3b3_branch2b_1" lr_mult: 0 } } layer { top: "res3b3_branch2b_res075" bottom: "res3b3_branch2b_res075" name: "res3b3_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res3b3_branch2b_res075" top: "res3b3_branch2c_res075" name: "res3b3_branch2c_res075" type: "Convolution" param { name: "res3b3_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res3b3_branch2c_res075" top: "res3b3_branch2c_res075" name: "bn3b3_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn3b3_branch2c_0" lr_mult: 0 } param { name: "bn3b3_branch2c_1" lr_mult: 0 } param { name: "bn3b3_branch2c_2" lr_mult: 0 } } layer { bottom: "res3b3_branch2c_res075" top: "res3b3_branch2c_res075" name: "scale3b3_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale3b3_branch2c_0" lr_mult: 0 } param { name: "scale3b3_branch2c_1" lr_mult: 0 } } layer { bottom: "res3b2_res075" bottom: "res3b3_branch2c_res075" top: "res3b3_res075" name: "res3b3_res075" type: "Eltwise" } layer { bottom: "res3b3_res075" top: "res3b3_res075" name: "res3b3_relu_res075" type: "ReLU" } layer { bottom: "res3b3_res075" top: "res4a_branch1_res075" name: "res4a_branch1_res075" type: "Convolution" param { name: "res4a_branch1_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4a_branch1_res075" top: "res4a_branch1_res075" name: "bn4a_branch1_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4a_branch1_0" lr_mult: 0 } param { name: "bn4a_branch1_1" lr_mult: 0 } param { name: "bn4a_branch1_2" lr_mult: 0 } } layer { bottom: "res4a_branch1_res075" top: "res4a_branch1_res075" name: "scale4a_branch1_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4a_branch1_0" lr_mult: 0 } param { name: "scale4a_branch1_1" lr_mult: 0 } } layer { bottom: "res3b3_res075" top: "res4a_branch2a_res075" name: "res4a_branch2a_res075" type: "Convolution" param { name: "res4a_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4a_branch2a_res075" top: "res4a_branch2a_res075" name: "bn4a_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4a_branch2a_0" lr_mult: 0 } param { name: "bn4a_branch2a_1" lr_mult: 0 } param { name: "bn4a_branch2a_2" lr_mult: 0 } } layer { bottom: "res4a_branch2a_res075" top: "res4a_branch2a_res075" name: "scale4a_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4a_branch2a_0" lr_mult: 0 } param { name: "scale4a_branch2a_1" lr_mult: 0 } } layer { top: "res4a_branch2a_res075" bottom: "res4a_branch2a_res075" name: "res4a_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4a_branch2a_res075" top: "res4a_branch2b_res075" name: "res4a_branch2b_res075" type: "Convolution" param { name: "res4a_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4a_branch2b_res075" top: "res4a_branch2b_res075" name: "bn4a_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4a_branch2b_0" lr_mult: 0 } param { name: "bn4a_branch2b_1" lr_mult: 0 } param { name: "bn4a_branch2b_2" lr_mult: 0 } } layer { bottom: "res4a_branch2b_res075" top: "res4a_branch2b_res075" name: "scale4a_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4a_branch2b_0" lr_mult: 0 } param { name: "scale4a_branch2b_1" lr_mult: 0 } } layer { top: "res4a_branch2b_res075" bottom: "res4a_branch2b_res075" name: "res4a_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4a_branch2b_res075" top: "res4a_branch2c_res075" name: "res4a_branch2c_res075" type: "Convolution" param { name: "res4a_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4a_branch2c_res075" top: "res4a_branch2c_res075" name: "bn4a_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4a_branch2c_0" lr_mult: 0 } param { name: "bn4a_branch2c_1" lr_mult: 0 } param { name: "bn4a_branch2c_2" lr_mult: 0 } } layer { bottom: "res4a_branch2c_res075" top: "res4a_branch2c_res075" name: "scale4a_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4a_branch2c_0" lr_mult: 0 } param { name: "scale4a_branch2c_1" lr_mult: 0 } } layer { bottom: "res4a_branch1_res075" bottom: "res4a_branch2c_res075" top: "res4a_res075" name: "res4a_res075" type: "Eltwise" } layer { bottom: "res4a_res075" top: "res4a_res075" name: "res4a_relu_res075" type: "ReLU" } layer { bottom: "res4a_res075" top: "res4b1_branch2a_res075" name: "res4b1_branch2a_res075" type: "Convolution" param { name: "res4b1_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b1_branch2a_res075" top: "res4b1_branch2a_res075" name: "bn4b1_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b1_branch2a_0" lr_mult: 0 } param { name: "bn4b1_branch2a_1" lr_mult: 0 } param { name: "bn4b1_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b1_branch2a_res075" top: "res4b1_branch2a_res075" name: "scale4b1_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b1_branch2a_0" lr_mult: 0 } param { name: "scale4b1_branch2a_1" lr_mult: 0 } } layer { top: "res4b1_branch2a_res075" bottom: "res4b1_branch2a_res075" name: "res4b1_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b1_branch2a_res075" top: "res4b1_branch2b_res075" name: "res4b1_branch2b_res075" type: "Convolution" param { name: "res4b1_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b1_branch2b_res075" top: "res4b1_branch2b_res075" name: "bn4b1_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b1_branch2b_0" lr_mult: 0 } param { name: "bn4b1_branch2b_1" lr_mult: 0 } param { name: "bn4b1_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b1_branch2b_res075" top: "res4b1_branch2b_res075" name: "scale4b1_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b1_branch2b_0" lr_mult: 0 } param { name: "scale4b1_branch2b_1" lr_mult: 0 } } layer { top: "res4b1_branch2b_res075" bottom: "res4b1_branch2b_res075" name: "res4b1_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b1_branch2b_res075" top: "res4b1_branch2c_res075" name: "res4b1_branch2c_res075" type: "Convolution" param { name: "res4b1_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b1_branch2c_res075" top: "res4b1_branch2c_res075" name: "bn4b1_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b1_branch2c_0" lr_mult: 0 } param { name: "bn4b1_branch2c_1" lr_mult: 0 } param { name: "bn4b1_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b1_branch2c_res075" top: "res4b1_branch2c_res075" name: "scale4b1_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b1_branch2c_0" lr_mult: 0 } param { name: "scale4b1_branch2c_1" lr_mult: 0 } } layer { bottom: "res4a_res075" bottom: "res4b1_branch2c_res075" top: "res4b1_res075" name: "res4b1_res075" type: "Eltwise" } layer { bottom: "res4b1_res075" top: "res4b1_res075" name: "res4b1_relu_res075" type: "ReLU" } layer { bottom: "res4b1_res075" top: "res4b2_branch2a_res075" name: "res4b2_branch2a_res075" type: "Convolution" param { name: "res4b2_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b2_branch2a_res075" top: "res4b2_branch2a_res075" name: "bn4b2_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b2_branch2a_0" lr_mult: 0 } param { name: "bn4b2_branch2a_1" lr_mult: 0 } param { name: "bn4b2_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b2_branch2a_res075" top: "res4b2_branch2a_res075" name: "scale4b2_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b2_branch2a_0" lr_mult: 0 } param { name: "scale4b2_branch2a_1" lr_mult: 0 } } layer { top: "res4b2_branch2a_res075" bottom: "res4b2_branch2a_res075" name: "res4b2_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b2_branch2a_res075" top: "res4b2_branch2b_res075" name: "res4b2_branch2b_res075" type: "Convolution" param { name: "res4b2_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b2_branch2b_res075" top: "res4b2_branch2b_res075" name: "bn4b2_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b2_branch2b_0" lr_mult: 0 } param { name: "bn4b2_branch2b_1" lr_mult: 0 } param { name: "bn4b2_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b2_branch2b_res075" top: "res4b2_branch2b_res075" name: "scale4b2_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b2_branch2b_0" lr_mult: 0 } param { name: "scale4b2_branch2b_1" lr_mult: 0 } } layer { top: "res4b2_branch2b_res075" bottom: "res4b2_branch2b_res075" name: "res4b2_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b2_branch2b_res075" top: "res4b2_branch2c_res075" name: "res4b2_branch2c_res075" type: "Convolution" param { name: "res4b2_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b2_branch2c_res075" top: "res4b2_branch2c_res075" name: "bn4b2_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b2_branch2c_0" lr_mult: 0 } param { name: "bn4b2_branch2c_1" lr_mult: 0 } param { name: "bn4b2_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b2_branch2c_res075" top: "res4b2_branch2c_res075" name: "scale4b2_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b2_branch2c_0" lr_mult: 0 } param { name: "scale4b2_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b1_res075" bottom: "res4b2_branch2c_res075" top: "res4b2_res075" name: "res4b2_res075" type: "Eltwise" } layer { bottom: "res4b2_res075" top: "res4b2_res075" name: "res4b2_relu_res075" type: "ReLU" } layer { bottom: "res4b2_res075" top: "res4b3_branch2a_res075" name: "res4b3_branch2a_res075" type: "Convolution" param { name: "res4b3_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b3_branch2a_res075" top: "res4b3_branch2a_res075" name: "bn4b3_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b3_branch2a_0" lr_mult: 0 } param { name: "bn4b3_branch2a_1" lr_mult: 0 } param { name: "bn4b3_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b3_branch2a_res075" top: "res4b3_branch2a_res075" name: "scale4b3_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b3_branch2a_0" lr_mult: 0 } param { name: "scale4b3_branch2a_1" lr_mult: 0 } } layer { top: "res4b3_branch2a_res075" bottom: "res4b3_branch2a_res075" name: "res4b3_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b3_branch2a_res075" top: "res4b3_branch2b_res075" name: "res4b3_branch2b_res075" type: "Convolution" param { name: "res4b3_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b3_branch2b_res075" top: "res4b3_branch2b_res075" name: "bn4b3_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b3_branch2b_0" lr_mult: 0 } param { name: "bn4b3_branch2b_1" lr_mult: 0 } param { name: "bn4b3_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b3_branch2b_res075" top: "res4b3_branch2b_res075" name: "scale4b3_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b3_branch2b_0" lr_mult: 0 } param { name: "scale4b3_branch2b_1" lr_mult: 0 } } layer { top: "res4b3_branch2b_res075" bottom: "res4b3_branch2b_res075" name: "res4b3_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b3_branch2b_res075" top: "res4b3_branch2c_res075" name: "res4b3_branch2c_res075" type: "Convolution" param { name: "res4b3_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b3_branch2c_res075" top: "res4b3_branch2c_res075" name: "bn4b3_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b3_branch2c_0" lr_mult: 0 } param { name: "bn4b3_branch2c_1" lr_mult: 0 } param { name: "bn4b3_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b3_branch2c_res075" top: "res4b3_branch2c_res075" name: "scale4b3_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b3_branch2c_0" lr_mult: 0 } param { name: "scale4b3_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b2_res075" bottom: "res4b3_branch2c_res075" top: "res4b3_res075" name: "res4b3_res075" type: "Eltwise" } layer { bottom: "res4b3_res075" top: "res4b3_res075" name: "res4b3_relu_res075" type: "ReLU" } layer { bottom: "res4b3_res075" top: "res4b4_branch2a_res075" name: "res4b4_branch2a_res075" type: "Convolution" param { name: "res4b4_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b4_branch2a_res075" top: "res4b4_branch2a_res075" name: "bn4b4_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b4_branch2a_0" lr_mult: 0 } param { name: "bn4b4_branch2a_1" lr_mult: 0 } param { name: "bn4b4_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b4_branch2a_res075" top: "res4b4_branch2a_res075" name: "scale4b4_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b4_branch2a_0" lr_mult: 0 } param { name: "scale4b4_branch2a_1" lr_mult: 0 } } layer { top: "res4b4_branch2a_res075" bottom: "res4b4_branch2a_res075" name: "res4b4_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b4_branch2a_res075" top: "res4b4_branch2b_res075" name: "res4b4_branch2b_res075" type: "Convolution" param { name: "res4b4_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b4_branch2b_res075" top: "res4b4_branch2b_res075" name: "bn4b4_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b4_branch2b_0" lr_mult: 0 } param { name: "bn4b4_branch2b_1" lr_mult: 0 } param { name: "bn4b4_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b4_branch2b_res075" top: "res4b4_branch2b_res075" name: "scale4b4_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b4_branch2b_0" lr_mult: 0 } param { name: "scale4b4_branch2b_1" lr_mult: 0 } } layer { top: "res4b4_branch2b_res075" bottom: "res4b4_branch2b_res075" name: "res4b4_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b4_branch2b_res075" top: "res4b4_branch2c_res075" name: "res4b4_branch2c_res075" type: "Convolution" param { name: "res4b4_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b4_branch2c_res075" top: "res4b4_branch2c_res075" name: "bn4b4_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b4_branch2c_0" lr_mult: 0 } param { name: "bn4b4_branch2c_1" lr_mult: 0 } param { name: "bn4b4_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b4_branch2c_res075" top: "res4b4_branch2c_res075" name: "scale4b4_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b4_branch2c_0" lr_mult: 0 } param { name: "scale4b4_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b3_res075" bottom: "res4b4_branch2c_res075" top: "res4b4_res075" name: "res4b4_res075" type: "Eltwise" } layer { bottom: "res4b4_res075" top: "res4b4_res075" name: "res4b4_relu_res075" type: "ReLU" } layer { bottom: "res4b4_res075" top: "res4b5_branch2a_res075" name: "res4b5_branch2a_res075" type: "Convolution" param { name: "res4b5_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b5_branch2a_res075" top: "res4b5_branch2a_res075" name: "bn4b5_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b5_branch2a_0" lr_mult: 0 } param { name: "bn4b5_branch2a_1" lr_mult: 0 } param { name: "bn4b5_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b5_branch2a_res075" top: "res4b5_branch2a_res075" name: "scale4b5_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b5_branch2a_0" lr_mult: 0 } param { name: "scale4b5_branch2a_1" lr_mult: 0 } } layer { top: "res4b5_branch2a_res075" bottom: "res4b5_branch2a_res075" name: "res4b5_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b5_branch2a_res075" top: "res4b5_branch2b_res075" name: "res4b5_branch2b_res075" type: "Convolution" param { name: "res4b5_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b5_branch2b_res075" top: "res4b5_branch2b_res075" name: "bn4b5_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b5_branch2b_0" lr_mult: 0 } param { name: "bn4b5_branch2b_1" lr_mult: 0 } param { name: "bn4b5_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b5_branch2b_res075" top: "res4b5_branch2b_res075" name: "scale4b5_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b5_branch2b_0" lr_mult: 0 } param { name: "scale4b5_branch2b_1" lr_mult: 0 } } layer { top: "res4b5_branch2b_res075" bottom: "res4b5_branch2b_res075" name: "res4b5_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b5_branch2b_res075" top: "res4b5_branch2c_res075" name: "res4b5_branch2c_res075" type: "Convolution" param { name: "res4b5_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b5_branch2c_res075" top: "res4b5_branch2c_res075" name: "bn4b5_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b5_branch2c_0" lr_mult: 0 } param { name: "bn4b5_branch2c_1" lr_mult: 0 } param { name: "bn4b5_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b5_branch2c_res075" top: "res4b5_branch2c_res075" name: "scale4b5_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b5_branch2c_0" lr_mult: 0 } param { name: "scale4b5_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b4_res075" bottom: "res4b5_branch2c_res075" top: "res4b5_res075" name: "res4b5_res075" type: "Eltwise" } layer { bottom: "res4b5_res075" top: "res4b5_res075" name: "res4b5_relu_res075" type: "ReLU" } layer { bottom: "res4b5_res075" top: "res4b6_branch2a_res075" name: "res4b6_branch2a_res075" type: "Convolution" param { name: "res4b6_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b6_branch2a_res075" top: "res4b6_branch2a_res075" name: "bn4b6_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b6_branch2a_0" lr_mult: 0 } param { name: "bn4b6_branch2a_1" lr_mult: 0 } param { name: "bn4b6_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b6_branch2a_res075" top: "res4b6_branch2a_res075" name: "scale4b6_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b6_branch2a_0" lr_mult: 0 } param { name: "scale4b6_branch2a_1" lr_mult: 0 } } layer { top: "res4b6_branch2a_res075" bottom: "res4b6_branch2a_res075" name: "res4b6_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b6_branch2a_res075" top: "res4b6_branch2b_res075" name: "res4b6_branch2b_res075" type: "Convolution" param { name: "res4b6_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b6_branch2b_res075" top: "res4b6_branch2b_res075" name: "bn4b6_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b6_branch2b_0" lr_mult: 0 } param { name: "bn4b6_branch2b_1" lr_mult: 0 } param { name: "bn4b6_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b6_branch2b_res075" top: "res4b6_branch2b_res075" name: "scale4b6_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b6_branch2b_0" lr_mult: 0 } param { name: "scale4b6_branch2b_1" lr_mult: 0 } } layer { top: "res4b6_branch2b_res075" bottom: "res4b6_branch2b_res075" name: "res4b6_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b6_branch2b_res075" top: "res4b6_branch2c_res075" name: "res4b6_branch2c_res075" type: "Convolution" param { name: "res4b6_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b6_branch2c_res075" top: "res4b6_branch2c_res075" name: "bn4b6_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b6_branch2c_0" lr_mult: 0 } param { name: "bn4b6_branch2c_1" lr_mult: 0 } param { name: "bn4b6_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b6_branch2c_res075" top: "res4b6_branch2c_res075" name: "scale4b6_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b6_branch2c_0" lr_mult: 0 } param { name: "scale4b6_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b5_res075" bottom: "res4b6_branch2c_res075" top: "res4b6_res075" name: "res4b6_res075" type: "Eltwise" } layer { bottom: "res4b6_res075" top: "res4b6_res075" name: "res4b6_relu_res075" type: "ReLU" } layer { bottom: "res4b6_res075" top: "res4b7_branch2a_res075" name: "res4b7_branch2a_res075" type: "Convolution" param { name: "res4b7_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b7_branch2a_res075" top: "res4b7_branch2a_res075" name: "bn4b7_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b7_branch2a_0" lr_mult: 0 } param { name: "bn4b7_branch2a_1" lr_mult: 0 } param { name: "bn4b7_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b7_branch2a_res075" top: "res4b7_branch2a_res075" name: "scale4b7_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b7_branch2a_0" lr_mult: 0 } param { name: "scale4b7_branch2a_1" lr_mult: 0 } } layer { top: "res4b7_branch2a_res075" bottom: "res4b7_branch2a_res075" name: "res4b7_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b7_branch2a_res075" top: "res4b7_branch2b_res075" name: "res4b7_branch2b_res075" type: "Convolution" param { name: "res4b7_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b7_branch2b_res075" top: "res4b7_branch2b_res075" name: "bn4b7_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b7_branch2b_0" lr_mult: 0 } param { name: "bn4b7_branch2b_1" lr_mult: 0 } param { name: "bn4b7_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b7_branch2b_res075" top: "res4b7_branch2b_res075" name: "scale4b7_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b7_branch2b_0" lr_mult: 0 } param { name: "scale4b7_branch2b_1" lr_mult: 0 } } layer { top: "res4b7_branch2b_res075" bottom: "res4b7_branch2b_res075" name: "res4b7_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b7_branch2b_res075" top: "res4b7_branch2c_res075" name: "res4b7_branch2c_res075" type: "Convolution" param { name: "res4b7_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b7_branch2c_res075" top: "res4b7_branch2c_res075" name: "bn4b7_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b7_branch2c_0" lr_mult: 0 } param { name: "bn4b7_branch2c_1" lr_mult: 0 } param { name: "bn4b7_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b7_branch2c_res075" top: "res4b7_branch2c_res075" name: "scale4b7_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b7_branch2c_0" lr_mult: 0 } param { name: "scale4b7_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b6_res075" bottom: "res4b7_branch2c_res075" top: "res4b7_res075" name: "res4b7_res075" type: "Eltwise" } layer { bottom: "res4b7_res075" top: "res4b7_res075" name: "res4b7_relu_res075" type: "ReLU" } layer { bottom: "res4b7_res075" top: "res4b8_branch2a_res075" name: "res4b8_branch2a_res075" type: "Convolution" param { name: "res4b8_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b8_branch2a_res075" top: "res4b8_branch2a_res075" name: "bn4b8_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b8_branch2a_0" lr_mult: 0 } param { name: "bn4b8_branch2a_1" lr_mult: 0 } param { name: "bn4b8_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b8_branch2a_res075" top: "res4b8_branch2a_res075" name: "scale4b8_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b8_branch2a_0" lr_mult: 0 } param { name: "scale4b8_branch2a_1" lr_mult: 0 } } layer { top: "res4b8_branch2a_res075" bottom: "res4b8_branch2a_res075" name: "res4b8_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b8_branch2a_res075" top: "res4b8_branch2b_res075" name: "res4b8_branch2b_res075" type: "Convolution" param { name: "res4b8_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b8_branch2b_res075" top: "res4b8_branch2b_res075" name: "bn4b8_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b8_branch2b_0" lr_mult: 0 } param { name: "bn4b8_branch2b_1" lr_mult: 0 } param { name: "bn4b8_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b8_branch2b_res075" top: "res4b8_branch2b_res075" name: "scale4b8_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b8_branch2b_0" lr_mult: 0 } param { name: "scale4b8_branch2b_1" lr_mult: 0 } } layer { top: "res4b8_branch2b_res075" bottom: "res4b8_branch2b_res075" name: "res4b8_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b8_branch2b_res075" top: "res4b8_branch2c_res075" name: "res4b8_branch2c_res075" type: "Convolution" param { name: "res4b8_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b8_branch2c_res075" top: "res4b8_branch2c_res075" name: "bn4b8_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b8_branch2c_0" lr_mult: 0 } param { name: "bn4b8_branch2c_1" lr_mult: 0 } param { name: "bn4b8_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b8_branch2c_res075" top: "res4b8_branch2c_res075" name: "scale4b8_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b8_branch2c_0" lr_mult: 0 } param { name: "scale4b8_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b7_res075" bottom: "res4b8_branch2c_res075" top: "res4b8_res075" name: "res4b8_res075" type: "Eltwise" } layer { bottom: "res4b8_res075" top: "res4b8_res075" name: "res4b8_relu_res075" type: "ReLU" } layer { bottom: "res4b8_res075" top: "res4b9_branch2a_res075" name: "res4b9_branch2a_res075" type: "Convolution" param { name: "res4b9_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b9_branch2a_res075" top: "res4b9_branch2a_res075" name: "bn4b9_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b9_branch2a_0" lr_mult: 0 } param { name: "bn4b9_branch2a_1" lr_mult: 0 } param { name: "bn4b9_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b9_branch2a_res075" top: "res4b9_branch2a_res075" name: "scale4b9_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b9_branch2a_0" lr_mult: 0 } param { name: "scale4b9_branch2a_1" lr_mult: 0 } } layer { top: "res4b9_branch2a_res075" bottom: "res4b9_branch2a_res075" name: "res4b9_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b9_branch2a_res075" top: "res4b9_branch2b_res075" name: "res4b9_branch2b_res075" type: "Convolution" param { name: "res4b9_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b9_branch2b_res075" top: "res4b9_branch2b_res075" name: "bn4b9_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b9_branch2b_0" lr_mult: 0 } param { name: "bn4b9_branch2b_1" lr_mult: 0 } param { name: "bn4b9_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b9_branch2b_res075" top: "res4b9_branch2b_res075" name: "scale4b9_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b9_branch2b_0" lr_mult: 0 } param { name: "scale4b9_branch2b_1" lr_mult: 0 } } layer { top: "res4b9_branch2b_res075" bottom: "res4b9_branch2b_res075" name: "res4b9_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b9_branch2b_res075" top: "res4b9_branch2c_res075" name: "res4b9_branch2c_res075" type: "Convolution" param { name: "res4b9_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b9_branch2c_res075" top: "res4b9_branch2c_res075" name: "bn4b9_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b9_branch2c_0" lr_mult: 0 } param { name: "bn4b9_branch2c_1" lr_mult: 0 } param { name: "bn4b9_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b9_branch2c_res075" top: "res4b9_branch2c_res075" name: "scale4b9_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b9_branch2c_0" lr_mult: 0 } param { name: "scale4b9_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b8_res075" bottom: "res4b9_branch2c_res075" top: "res4b9_res075" name: "res4b9_res075" type: "Eltwise" } layer { bottom: "res4b9_res075" top: "res4b9_res075" name: "res4b9_relu_res075" type: "ReLU" } layer { bottom: "res4b9_res075" top: "res4b10_branch2a_res075" name: "res4b10_branch2a_res075" type: "Convolution" param { name: "res4b10_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b10_branch2a_res075" top: "res4b10_branch2a_res075" name: "bn4b10_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b10_branch2a_0" lr_mult: 0 } param { name: "bn4b10_branch2a_1" lr_mult: 0 } param { name: "bn4b10_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b10_branch2a_res075" top: "res4b10_branch2a_res075" name: "scale4b10_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b10_branch2a_0" lr_mult: 0 } param { name: "scale4b10_branch2a_1" lr_mult: 0 } } layer { top: "res4b10_branch2a_res075" bottom: "res4b10_branch2a_res075" name: "res4b10_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b10_branch2a_res075" top: "res4b10_branch2b_res075" name: "res4b10_branch2b_res075" type: "Convolution" param { name: "res4b10_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b10_branch2b_res075" top: "res4b10_branch2b_res075" name: "bn4b10_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b10_branch2b_0" lr_mult: 0 } param { name: "bn4b10_branch2b_1" lr_mult: 0 } param { name: "bn4b10_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b10_branch2b_res075" top: "res4b10_branch2b_res075" name: "scale4b10_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b10_branch2b_0" lr_mult: 0 } param { name: "scale4b10_branch2b_1" lr_mult: 0 } } layer { top: "res4b10_branch2b_res075" bottom: "res4b10_branch2b_res075" name: "res4b10_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b10_branch2b_res075" top: "res4b10_branch2c_res075" name: "res4b10_branch2c_res075" type: "Convolution" param { name: "res4b10_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b10_branch2c_res075" top: "res4b10_branch2c_res075" name: "bn4b10_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b10_branch2c_0" lr_mult: 0 } param { name: "bn4b10_branch2c_1" lr_mult: 0 } param { name: "bn4b10_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b10_branch2c_res075" top: "res4b10_branch2c_res075" name: "scale4b10_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b10_branch2c_0" lr_mult: 0 } param { name: "scale4b10_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b9_res075" bottom: "res4b10_branch2c_res075" top: "res4b10_res075" name: "res4b10_res075" type: "Eltwise" } layer { bottom: "res4b10_res075" top: "res4b10_res075" name: "res4b10_relu_res075" type: "ReLU" } layer { bottom: "res4b10_res075" top: "res4b11_branch2a_res075" name: "res4b11_branch2a_res075" type: "Convolution" param { name: "res4b11_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b11_branch2a_res075" top: "res4b11_branch2a_res075" name: "bn4b11_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b11_branch2a_0" lr_mult: 0 } param { name: "bn4b11_branch2a_1" lr_mult: 0 } param { name: "bn4b11_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b11_branch2a_res075" top: "res4b11_branch2a_res075" name: "scale4b11_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b11_branch2a_0" lr_mult: 0 } param { name: "scale4b11_branch2a_1" lr_mult: 0 } } layer { top: "res4b11_branch2a_res075" bottom: "res4b11_branch2a_res075" name: "res4b11_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b11_branch2a_res075" top: "res4b11_branch2b_res075" name: "res4b11_branch2b_res075" type: "Convolution" param { name: "res4b11_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b11_branch2b_res075" top: "res4b11_branch2b_res075" name: "bn4b11_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b11_branch2b_0" lr_mult: 0 } param { name: "bn4b11_branch2b_1" lr_mult: 0 } param { name: "bn4b11_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b11_branch2b_res075" top: "res4b11_branch2b_res075" name: "scale4b11_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b11_branch2b_0" lr_mult: 0 } param { name: "scale4b11_branch2b_1" lr_mult: 0 } } layer { top: "res4b11_branch2b_res075" bottom: "res4b11_branch2b_res075" name: "res4b11_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b11_branch2b_res075" top: "res4b11_branch2c_res075" name: "res4b11_branch2c_res075" type: "Convolution" param { name: "res4b11_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b11_branch2c_res075" top: "res4b11_branch2c_res075" name: "bn4b11_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b11_branch2c_0" lr_mult: 0 } param { name: "bn4b11_branch2c_1" lr_mult: 0 } param { name: "bn4b11_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b11_branch2c_res075" top: "res4b11_branch2c_res075" name: "scale4b11_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b11_branch2c_0" lr_mult: 0 } param { name: "scale4b11_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b10_res075" bottom: "res4b11_branch2c_res075" top: "res4b11_res075" name: "res4b11_res075" type: "Eltwise" } layer { bottom: "res4b11_res075" top: "res4b11_res075" name: "res4b11_relu_res075" type: "ReLU" } layer { bottom: "res4b11_res075" top: "res4b12_branch2a_res075" name: "res4b12_branch2a_res075" type: "Convolution" param { name: "res4b12_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b12_branch2a_res075" top: "res4b12_branch2a_res075" name: "bn4b12_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b12_branch2a_0" lr_mult: 0 } param { name: "bn4b12_branch2a_1" lr_mult: 0 } param { name: "bn4b12_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b12_branch2a_res075" top: "res4b12_branch2a_res075" name: "scale4b12_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b12_branch2a_0" lr_mult: 0 } param { name: "scale4b12_branch2a_1" lr_mult: 0 } } layer { top: "res4b12_branch2a_res075" bottom: "res4b12_branch2a_res075" name: "res4b12_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b12_branch2a_res075" top: "res4b12_branch2b_res075" name: "res4b12_branch2b_res075" type: "Convolution" param { name: "res4b12_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b12_branch2b_res075" top: "res4b12_branch2b_res075" name: "bn4b12_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b12_branch2b_0" lr_mult: 0 } param { name: "bn4b12_branch2b_1" lr_mult: 0 } param { name: "bn4b12_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b12_branch2b_res075" top: "res4b12_branch2b_res075" name: "scale4b12_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b12_branch2b_0" lr_mult: 0 } param { name: "scale4b12_branch2b_1" lr_mult: 0 } } layer { top: "res4b12_branch2b_res075" bottom: "res4b12_branch2b_res075" name: "res4b12_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b12_branch2b_res075" top: "res4b12_branch2c_res075" name: "res4b12_branch2c_res075" type: "Convolution" param { name: "res4b12_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b12_branch2c_res075" top: "res4b12_branch2c_res075" name: "bn4b12_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b12_branch2c_0" lr_mult: 0 } param { name: "bn4b12_branch2c_1" lr_mult: 0 } param { name: "bn4b12_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b12_branch2c_res075" top: "res4b12_branch2c_res075" name: "scale4b12_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b12_branch2c_0" lr_mult: 0 } param { name: "scale4b12_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b11_res075" bottom: "res4b12_branch2c_res075" top: "res4b12_res075" name: "res4b12_res075" type: "Eltwise" } layer { bottom: "res4b12_res075" top: "res4b12_res075" name: "res4b12_relu_res075" type: "ReLU" } layer { bottom: "res4b12_res075" top: "res4b13_branch2a_res075" name: "res4b13_branch2a_res075" type: "Convolution" param { name: "res4b13_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b13_branch2a_res075" top: "res4b13_branch2a_res075" name: "bn4b13_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b13_branch2a_0" lr_mult: 0 } param { name: "bn4b13_branch2a_1" lr_mult: 0 } param { name: "bn4b13_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b13_branch2a_res075" top: "res4b13_branch2a_res075" name: "scale4b13_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b13_branch2a_0" lr_mult: 0 } param { name: "scale4b13_branch2a_1" lr_mult: 0 } } layer { top: "res4b13_branch2a_res075" bottom: "res4b13_branch2a_res075" name: "res4b13_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b13_branch2a_res075" top: "res4b13_branch2b_res075" name: "res4b13_branch2b_res075" type: "Convolution" param { name: "res4b13_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b13_branch2b_res075" top: "res4b13_branch2b_res075" name: "bn4b13_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b13_branch2b_0" lr_mult: 0 } param { name: "bn4b13_branch2b_1" lr_mult: 0 } param { name: "bn4b13_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b13_branch2b_res075" top: "res4b13_branch2b_res075" name: "scale4b13_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b13_branch2b_0" lr_mult: 0 } param { name: "scale4b13_branch2b_1" lr_mult: 0 } } layer { top: "res4b13_branch2b_res075" bottom: "res4b13_branch2b_res075" name: "res4b13_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b13_branch2b_res075" top: "res4b13_branch2c_res075" name: "res4b13_branch2c_res075" type: "Convolution" param { name: "res4b13_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b13_branch2c_res075" top: "res4b13_branch2c_res075" name: "bn4b13_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b13_branch2c_0" lr_mult: 0 } param { name: "bn4b13_branch2c_1" lr_mult: 0 } param { name: "bn4b13_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b13_branch2c_res075" top: "res4b13_branch2c_res075" name: "scale4b13_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b13_branch2c_0" lr_mult: 0 } param { name: "scale4b13_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b12_res075" bottom: "res4b13_branch2c_res075" top: "res4b13_res075" name: "res4b13_res075" type: "Eltwise" } layer { bottom: "res4b13_res075" top: "res4b13_res075" name: "res4b13_relu_res075" type: "ReLU" } layer { bottom: "res4b13_res075" top: "res4b14_branch2a_res075" name: "res4b14_branch2a_res075" type: "Convolution" param { name: "res4b14_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b14_branch2a_res075" top: "res4b14_branch2a_res075" name: "bn4b14_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b14_branch2a_0" lr_mult: 0 } param { name: "bn4b14_branch2a_1" lr_mult: 0 } param { name: "bn4b14_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b14_branch2a_res075" top: "res4b14_branch2a_res075" name: "scale4b14_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b14_branch2a_0" lr_mult: 0 } param { name: "scale4b14_branch2a_1" lr_mult: 0 } } layer { top: "res4b14_branch2a_res075" bottom: "res4b14_branch2a_res075" name: "res4b14_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b14_branch2a_res075" top: "res4b14_branch2b_res075" name: "res4b14_branch2b_res075" type: "Convolution" param { name: "res4b14_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b14_branch2b_res075" top: "res4b14_branch2b_res075" name: "bn4b14_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b14_branch2b_0" lr_mult: 0 } param { name: "bn4b14_branch2b_1" lr_mult: 0 } param { name: "bn4b14_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b14_branch2b_res075" top: "res4b14_branch2b_res075" name: "scale4b14_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b14_branch2b_0" lr_mult: 0 } param { name: "scale4b14_branch2b_1" lr_mult: 0 } } layer { top: "res4b14_branch2b_res075" bottom: "res4b14_branch2b_res075" name: "res4b14_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b14_branch2b_res075" top: "res4b14_branch2c_res075" name: "res4b14_branch2c_res075" type: "Convolution" param { name: "res4b14_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b14_branch2c_res075" top: "res4b14_branch2c_res075" name: "bn4b14_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b14_branch2c_0" lr_mult: 0 } param { name: "bn4b14_branch2c_1" lr_mult: 0 } param { name: "bn4b14_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b14_branch2c_res075" top: "res4b14_branch2c_res075" name: "scale4b14_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b14_branch2c_0" lr_mult: 0 } param { name: "scale4b14_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b13_res075" bottom: "res4b14_branch2c_res075" top: "res4b14_res075" name: "res4b14_res075" type: "Eltwise" } layer { bottom: "res4b14_res075" top: "res4b14_res075" name: "res4b14_relu_res075" type: "ReLU" } layer { bottom: "res4b14_res075" top: "res4b15_branch2a_res075" name: "res4b15_branch2a_res075" type: "Convolution" param { name: "res4b15_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b15_branch2a_res075" top: "res4b15_branch2a_res075" name: "bn4b15_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b15_branch2a_0" lr_mult: 0 } param { name: "bn4b15_branch2a_1" lr_mult: 0 } param { name: "bn4b15_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b15_branch2a_res075" top: "res4b15_branch2a_res075" name: "scale4b15_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b15_branch2a_0" lr_mult: 0 } param { name: "scale4b15_branch2a_1" lr_mult: 0 } } layer { top: "res4b15_branch2a_res075" bottom: "res4b15_branch2a_res075" name: "res4b15_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b15_branch2a_res075" top: "res4b15_branch2b_res075" name: "res4b15_branch2b_res075" type: "Convolution" param { name: "res4b15_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b15_branch2b_res075" top: "res4b15_branch2b_res075" name: "bn4b15_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b15_branch2b_0" lr_mult: 0 } param { name: "bn4b15_branch2b_1" lr_mult: 0 } param { name: "bn4b15_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b15_branch2b_res075" top: "res4b15_branch2b_res075" name: "scale4b15_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b15_branch2b_0" lr_mult: 0 } param { name: "scale4b15_branch2b_1" lr_mult: 0 } } layer { top: "res4b15_branch2b_res075" bottom: "res4b15_branch2b_res075" name: "res4b15_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b15_branch2b_res075" top: "res4b15_branch2c_res075" name: "res4b15_branch2c_res075" type: "Convolution" param { name: "res4b15_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b15_branch2c_res075" top: "res4b15_branch2c_res075" name: "bn4b15_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b15_branch2c_0" lr_mult: 0 } param { name: "bn4b15_branch2c_1" lr_mult: 0 } param { name: "bn4b15_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b15_branch2c_res075" top: "res4b15_branch2c_res075" name: "scale4b15_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b15_branch2c_0" lr_mult: 0 } param { name: "scale4b15_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b14_res075" bottom: "res4b15_branch2c_res075" top: "res4b15_res075" name: "res4b15_res075" type: "Eltwise" } layer { bottom: "res4b15_res075" top: "res4b15_res075" name: "res4b15_relu_res075" type: "ReLU" } layer { bottom: "res4b15_res075" top: "res4b16_branch2a_res075" name: "res4b16_branch2a_res075" type: "Convolution" param { name: "res4b16_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b16_branch2a_res075" top: "res4b16_branch2a_res075" name: "bn4b16_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b16_branch2a_0" lr_mult: 0 } param { name: "bn4b16_branch2a_1" lr_mult: 0 } param { name: "bn4b16_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b16_branch2a_res075" top: "res4b16_branch2a_res075" name: "scale4b16_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b16_branch2a_0" lr_mult: 0 } param { name: "scale4b16_branch2a_1" lr_mult: 0 } } layer { top: "res4b16_branch2a_res075" bottom: "res4b16_branch2a_res075" name: "res4b16_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b16_branch2a_res075" top: "res4b16_branch2b_res075" name: "res4b16_branch2b_res075" type: "Convolution" param { name: "res4b16_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b16_branch2b_res075" top: "res4b16_branch2b_res075" name: "bn4b16_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b16_branch2b_0" lr_mult: 0 } param { name: "bn4b16_branch2b_1" lr_mult: 0 } param { name: "bn4b16_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b16_branch2b_res075" top: "res4b16_branch2b_res075" name: "scale4b16_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b16_branch2b_0" lr_mult: 0 } param { name: "scale4b16_branch2b_1" lr_mult: 0 } } layer { top: "res4b16_branch2b_res075" bottom: "res4b16_branch2b_res075" name: "res4b16_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b16_branch2b_res075" top: "res4b16_branch2c_res075" name: "res4b16_branch2c_res075" type: "Convolution" param { name: "res4b16_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b16_branch2c_res075" top: "res4b16_branch2c_res075" name: "bn4b16_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b16_branch2c_0" lr_mult: 0 } param { name: "bn4b16_branch2c_1" lr_mult: 0 } param { name: "bn4b16_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b16_branch2c_res075" top: "res4b16_branch2c_res075" name: "scale4b16_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b16_branch2c_0" lr_mult: 0 } param { name: "scale4b16_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b15_res075" bottom: "res4b16_branch2c_res075" top: "res4b16_res075" name: "res4b16_res075" type: "Eltwise" } layer { bottom: "res4b16_res075" top: "res4b16_res075" name: "res4b16_relu_res075" type: "ReLU" } layer { bottom: "res4b16_res075" top: "res4b17_branch2a_res075" name: "res4b17_branch2a_res075" type: "Convolution" param { name: "res4b17_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b17_branch2a_res075" top: "res4b17_branch2a_res075" name: "bn4b17_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b17_branch2a_0" lr_mult: 0 } param { name: "bn4b17_branch2a_1" lr_mult: 0 } param { name: "bn4b17_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b17_branch2a_res075" top: "res4b17_branch2a_res075" name: "scale4b17_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b17_branch2a_0" lr_mult: 0 } param { name: "scale4b17_branch2a_1" lr_mult: 0 } } layer { top: "res4b17_branch2a_res075" bottom: "res4b17_branch2a_res075" name: "res4b17_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b17_branch2a_res075" top: "res4b17_branch2b_res075" name: "res4b17_branch2b_res075" type: "Convolution" param { name: "res4b17_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b17_branch2b_res075" top: "res4b17_branch2b_res075" name: "bn4b17_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b17_branch2b_0" lr_mult: 0 } param { name: "bn4b17_branch2b_1" lr_mult: 0 } param { name: "bn4b17_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b17_branch2b_res075" top: "res4b17_branch2b_res075" name: "scale4b17_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b17_branch2b_0" lr_mult: 0 } param { name: "scale4b17_branch2b_1" lr_mult: 0 } } layer { top: "res4b17_branch2b_res075" bottom: "res4b17_branch2b_res075" name: "res4b17_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b17_branch2b_res075" top: "res4b17_branch2c_res075" name: "res4b17_branch2c_res075" type: "Convolution" param { name: "res4b17_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b17_branch2c_res075" top: "res4b17_branch2c_res075" name: "bn4b17_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b17_branch2c_0" lr_mult: 0 } param { name: "bn4b17_branch2c_1" lr_mult: 0 } param { name: "bn4b17_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b17_branch2c_res075" top: "res4b17_branch2c_res075" name: "scale4b17_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b17_branch2c_0" lr_mult: 0 } param { name: "scale4b17_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b16_res075" bottom: "res4b17_branch2c_res075" top: "res4b17_res075" name: "res4b17_res075" type: "Eltwise" } layer { bottom: "res4b17_res075" top: "res4b17_res075" name: "res4b17_relu_res075" type: "ReLU" } layer { bottom: "res4b17_res075" top: "res4b18_branch2a_res075" name: "res4b18_branch2a_res075" type: "Convolution" param { name: "res4b18_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b18_branch2a_res075" top: "res4b18_branch2a_res075" name: "bn4b18_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b18_branch2a_0" lr_mult: 0 } param { name: "bn4b18_branch2a_1" lr_mult: 0 } param { name: "bn4b18_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b18_branch2a_res075" top: "res4b18_branch2a_res075" name: "scale4b18_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b18_branch2a_0" lr_mult: 0 } param { name: "scale4b18_branch2a_1" lr_mult: 0 } } layer { top: "res4b18_branch2a_res075" bottom: "res4b18_branch2a_res075" name: "res4b18_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b18_branch2a_res075" top: "res4b18_branch2b_res075" name: "res4b18_branch2b_res075" type: "Convolution" param { name: "res4b18_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b18_branch2b_res075" top: "res4b18_branch2b_res075" name: "bn4b18_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b18_branch2b_0" lr_mult: 0 } param { name: "bn4b18_branch2b_1" lr_mult: 0 } param { name: "bn4b18_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b18_branch2b_res075" top: "res4b18_branch2b_res075" name: "scale4b18_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b18_branch2b_0" lr_mult: 0 } param { name: "scale4b18_branch2b_1" lr_mult: 0 } } layer { top: "res4b18_branch2b_res075" bottom: "res4b18_branch2b_res075" name: "res4b18_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b18_branch2b_res075" top: "res4b18_branch2c_res075" name: "res4b18_branch2c_res075" type: "Convolution" param { name: "res4b18_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b18_branch2c_res075" top: "res4b18_branch2c_res075" name: "bn4b18_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b18_branch2c_0" lr_mult: 0 } param { name: "bn4b18_branch2c_1" lr_mult: 0 } param { name: "bn4b18_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b18_branch2c_res075" top: "res4b18_branch2c_res075" name: "scale4b18_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b18_branch2c_0" lr_mult: 0 } param { name: "scale4b18_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b17_res075" bottom: "res4b18_branch2c_res075" top: "res4b18_res075" name: "res4b18_res075" type: "Eltwise" } layer { bottom: "res4b18_res075" top: "res4b18_res075" name: "res4b18_relu_res075" type: "ReLU" } layer { bottom: "res4b18_res075" top: "res4b19_branch2a_res075" name: "res4b19_branch2a_res075" type: "Convolution" param { name: "res4b19_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b19_branch2a_res075" top: "res4b19_branch2a_res075" name: "bn4b19_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b19_branch2a_0" lr_mult: 0 } param { name: "bn4b19_branch2a_1" lr_mult: 0 } param { name: "bn4b19_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b19_branch2a_res075" top: "res4b19_branch2a_res075" name: "scale4b19_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b19_branch2a_0" lr_mult: 0 } param { name: "scale4b19_branch2a_1" lr_mult: 0 } } layer { top: "res4b19_branch2a_res075" bottom: "res4b19_branch2a_res075" name: "res4b19_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b19_branch2a_res075" top: "res4b19_branch2b_res075" name: "res4b19_branch2b_res075" type: "Convolution" param { name: "res4b19_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b19_branch2b_res075" top: "res4b19_branch2b_res075" name: "bn4b19_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b19_branch2b_0" lr_mult: 0 } param { name: "bn4b19_branch2b_1" lr_mult: 0 } param { name: "bn4b19_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b19_branch2b_res075" top: "res4b19_branch2b_res075" name: "scale4b19_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b19_branch2b_0" lr_mult: 0 } param { name: "scale4b19_branch2b_1" lr_mult: 0 } } layer { top: "res4b19_branch2b_res075" bottom: "res4b19_branch2b_res075" name: "res4b19_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b19_branch2b_res075" top: "res4b19_branch2c_res075" name: "res4b19_branch2c_res075" type: "Convolution" param { name: "res4b19_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b19_branch2c_res075" top: "res4b19_branch2c_res075" name: "bn4b19_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b19_branch2c_0" lr_mult: 0 } param { name: "bn4b19_branch2c_1" lr_mult: 0 } param { name: "bn4b19_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b19_branch2c_res075" top: "res4b19_branch2c_res075" name: "scale4b19_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b19_branch2c_0" lr_mult: 0 } param { name: "scale4b19_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b18_res075" bottom: "res4b19_branch2c_res075" top: "res4b19_res075" name: "res4b19_res075" type: "Eltwise" } layer { bottom: "res4b19_res075" top: "res4b19_res075" name: "res4b19_relu_res075" type: "ReLU" } layer { bottom: "res4b19_res075" top: "res4b20_branch2a_res075" name: "res4b20_branch2a_res075" type: "Convolution" param { name: "res4b20_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b20_branch2a_res075" top: "res4b20_branch2a_res075" name: "bn4b20_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b20_branch2a_0" lr_mult: 0 } param { name: "bn4b20_branch2a_1" lr_mult: 0 } param { name: "bn4b20_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b20_branch2a_res075" top: "res4b20_branch2a_res075" name: "scale4b20_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b20_branch2a_0" lr_mult: 0 } param { name: "scale4b20_branch2a_1" lr_mult: 0 } } layer { top: "res4b20_branch2a_res075" bottom: "res4b20_branch2a_res075" name: "res4b20_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b20_branch2a_res075" top: "res4b20_branch2b_res075" name: "res4b20_branch2b_res075" type: "Convolution" param { name: "res4b20_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b20_branch2b_res075" top: "res4b20_branch2b_res075" name: "bn4b20_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b20_branch2b_0" lr_mult: 0 } param { name: "bn4b20_branch2b_1" lr_mult: 0 } param { name: "bn4b20_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b20_branch2b_res075" top: "res4b20_branch2b_res075" name: "scale4b20_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b20_branch2b_0" lr_mult: 0 } param { name: "scale4b20_branch2b_1" lr_mult: 0 } } layer { top: "res4b20_branch2b_res075" bottom: "res4b20_branch2b_res075" name: "res4b20_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b20_branch2b_res075" top: "res4b20_branch2c_res075" name: "res4b20_branch2c_res075" type: "Convolution" param { name: "res4b20_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b20_branch2c_res075" top: "res4b20_branch2c_res075" name: "bn4b20_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b20_branch2c_0" lr_mult: 0 } param { name: "bn4b20_branch2c_1" lr_mult: 0 } param { name: "bn4b20_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b20_branch2c_res075" top: "res4b20_branch2c_res075" name: "scale4b20_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b20_branch2c_0" lr_mult: 0 } param { name: "scale4b20_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b19_res075" bottom: "res4b20_branch2c_res075" top: "res4b20_res075" name: "res4b20_res075" type: "Eltwise" } layer { bottom: "res4b20_res075" top: "res4b20_res075" name: "res4b20_relu_res075" type: "ReLU" } layer { bottom: "res4b20_res075" top: "res4b21_branch2a_res075" name: "res4b21_branch2a_res075" type: "Convolution" param { name: "res4b21_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b21_branch2a_res075" top: "res4b21_branch2a_res075" name: "bn4b21_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b21_branch2a_0" lr_mult: 0 } param { name: "bn4b21_branch2a_1" lr_mult: 0 } param { name: "bn4b21_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b21_branch2a_res075" top: "res4b21_branch2a_res075" name: "scale4b21_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b21_branch2a_0" lr_mult: 0 } param { name: "scale4b21_branch2a_1" lr_mult: 0 } } layer { top: "res4b21_branch2a_res075" bottom: "res4b21_branch2a_res075" name: "res4b21_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b21_branch2a_res075" top: "res4b21_branch2b_res075" name: "res4b21_branch2b_res075" type: "Convolution" param { name: "res4b21_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b21_branch2b_res075" top: "res4b21_branch2b_res075" name: "bn4b21_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b21_branch2b_0" lr_mult: 0 } param { name: "bn4b21_branch2b_1" lr_mult: 0 } param { name: "bn4b21_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b21_branch2b_res075" top: "res4b21_branch2b_res075" name: "scale4b21_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b21_branch2b_0" lr_mult: 0 } param { name: "scale4b21_branch2b_1" lr_mult: 0 } } layer { top: "res4b21_branch2b_res075" bottom: "res4b21_branch2b_res075" name: "res4b21_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b21_branch2b_res075" top: "res4b21_branch2c_res075" name: "res4b21_branch2c_res075" type: "Convolution" param { name: "res4b21_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b21_branch2c_res075" top: "res4b21_branch2c_res075" name: "bn4b21_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b21_branch2c_0" lr_mult: 0 } param { name: "bn4b21_branch2c_1" lr_mult: 0 } param { name: "bn4b21_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b21_branch2c_res075" top: "res4b21_branch2c_res075" name: "scale4b21_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b21_branch2c_0" lr_mult: 0 } param { name: "scale4b21_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b20_res075" bottom: "res4b21_branch2c_res075" top: "res4b21_res075" name: "res4b21_res075" type: "Eltwise" } layer { bottom: "res4b21_res075" top: "res4b21_res075" name: "res4b21_relu_res075" type: "ReLU" } layer { bottom: "res4b21_res075" top: "res4b22_branch2a_res075" name: "res4b22_branch2a_res075" type: "Convolution" param { name: "res4b22_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b22_branch2a_res075" top: "res4b22_branch2a_res075" name: "bn4b22_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b22_branch2a_0" lr_mult: 0 } param { name: "bn4b22_branch2a_1" lr_mult: 0 } param { name: "bn4b22_branch2a_2" lr_mult: 0 } } layer { bottom: "res4b22_branch2a_res075" top: "res4b22_branch2a_res075" name: "scale4b22_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b22_branch2a_0" lr_mult: 0 } param { name: "scale4b22_branch2a_1" lr_mult: 0 } } layer { top: "res4b22_branch2a_res075" bottom: "res4b22_branch2a_res075" name: "res4b22_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res4b22_branch2a_res075" top: "res4b22_branch2b_res075" name: "res4b22_branch2b_res075" type: "Convolution" param { name: "res4b22_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 256 kernel_size: 3 pad: 2 dilation: 2 stride: 1 bias_term: false } } layer { bottom: "res4b22_branch2b_res075" top: "res4b22_branch2b_res075" name: "bn4b22_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b22_branch2b_0" lr_mult: 0 } param { name: "bn4b22_branch2b_1" lr_mult: 0 } param { name: "bn4b22_branch2b_2" lr_mult: 0 } } layer { bottom: "res4b22_branch2b_res075" top: "res4b22_branch2b_res075" name: "scale4b22_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b22_branch2b_0" lr_mult: 0 } param { name: "scale4b22_branch2b_1" lr_mult: 0 } } layer { top: "res4b22_branch2b_res075" bottom: "res4b22_branch2b_res075" name: "res4b22_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res4b22_branch2b_res075" top: "res4b22_branch2c_res075" name: "res4b22_branch2c_res075" type: "Convolution" param { name: "res4b22_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 1024 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res4b22_branch2c_res075" top: "res4b22_branch2c_res075" name: "bn4b22_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn4b22_branch2c_0" lr_mult: 0 } param { name: "bn4b22_branch2c_1" lr_mult: 0 } param { name: "bn4b22_branch2c_2" lr_mult: 0 } } layer { bottom: "res4b22_branch2c_res075" top: "res4b22_branch2c_res075" name: "scale4b22_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale4b22_branch2c_0" lr_mult: 0 } param { name: "scale4b22_branch2c_1" lr_mult: 0 } } layer { bottom: "res4b21_res075" bottom: "res4b22_branch2c_res075" top: "res4b22_res075" name: "res4b22_res075" type: "Eltwise" } layer { bottom: "res4b22_res075" top: "res4b22_res075" name: "res4b22_relu_res075" type: "ReLU" } layer { bottom: "res4b22_res075" top: "res5a_branch1_res075" name: "res5a_branch1_res075" type: "Convolution" param { name: "res5a_branch1_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 2048 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5a_branch1_res075" top: "res5a_branch1_res075" name: "bn5a_branch1_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5a_branch1_0" lr_mult: 0 } param { name: "bn5a_branch1_1" lr_mult: 0 } param { name: "bn5a_branch1_2" lr_mult: 0 } } layer { bottom: "res5a_branch1_res075" top: "res5a_branch1_res075" name: "scale5a_branch1_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale5a_branch1_0" lr_mult: 0 } param { name: "scale5a_branch1_1" lr_mult: 0 } } layer { bottom: "res4b22_res075" top: "res5a_branch2a_res075" name: "res5a_branch2a_res075" type: "Convolution" param { name: "res5a_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5a_branch2a_res075" top: "res5a_branch2a_res075" name: "bn5a_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5a_branch2a_0" lr_mult: 0 } param { name: "bn5a_branch2a_1" lr_mult: 0 } param { name: "bn5a_branch2a_2" lr_mult: 0 } } layer { bottom: "res5a_branch2a_res075" top: "res5a_branch2a_res075" name: "scale5a_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale5a_branch2a_0" lr_mult: 0 } param { name: "scale5a_branch2a_1" lr_mult: 0 } } layer { top: "res5a_branch2a_res075" bottom: "res5a_branch2a_res075" name: "res5a_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res5a_branch2a_res075" top: "res5a_branch2b_res075" name: "res5a_branch2b_res075" type: "Convolution" param { name: "res5a_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 3 pad: 4 dilation: 4 stride: 1 bias_term: false } } layer { bottom: "res5a_branch2b_res075" top: "res5a_branch2b_res075" name: "bn5a_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5a_branch2b_0" lr_mult: 0 } param { name: "bn5a_branch2b_1" lr_mult: 0 } param { name: "bn5a_branch2b_2" lr_mult: 0 } } layer { bottom: "res5a_branch2b_res075" top: "res5a_branch2b_res075" name: "scale5a_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale5a_branch2b_0" lr_mult: 0 } param { name: "scale5a_branch2b_1" lr_mult: 0 } } layer { top: "res5a_branch2b_res075" bottom: "res5a_branch2b_res075" name: "res5a_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res5a_branch2b_res075" top: "res5a_branch2c_res075" name: "res5a_branch2c_res075" type: "Convolution" param { name: "res5a_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 2048 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5a_branch2c_res075" top: "res5a_branch2c_res075" name: "bn5a_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5a_branch2c_0" lr_mult: 0 } param { name: "bn5a_branch2c_1" lr_mult: 0 } param { name: "bn5a_branch2c_2" lr_mult: 0 } } layer { bottom: "res5a_branch2c_res075" top: "res5a_branch2c_res075" name: "scale5a_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale5a_branch2c_0" lr_mult: 0 } param { name: "scale5a_branch2c_1" lr_mult: 0 } } layer { bottom: "res5a_branch1_res075" bottom: "res5a_branch2c_res075" top: "res5a_res075" name: "res5a_res075" type: "Eltwise" } layer { bottom: "res5a_res075" top: "res5a_res075" name: "res5a_relu_res075" type: "ReLU" } layer { bottom: "res5a_res075" top: "res5b_branch2a_res075" name: "res5b_branch2a_res075" type: "Convolution" param { name: "res5b_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5b_branch2a_res075" top: "res5b_branch2a_res075" name: "bn5b_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5b_branch2a_0" lr_mult: 0 } param { name: "bn5b_branch2a_1" lr_mult: 0 } param { name: "bn5b_branch2a_2" lr_mult: 0 } } layer { bottom: "res5b_branch2a_res075" top: "res5b_branch2a_res075" name: "scale5b_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale5b_branch2a_0" lr_mult: 0 } param { name: "scale5b_branch2a_1" lr_mult: 0 } } layer { top: "res5b_branch2a_res075" bottom: "res5b_branch2a_res075" name: "res5b_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res5b_branch2a_res075" top: "res5b_branch2b_res075" name: "res5b_branch2b_res075" type: "Convolution" param { name: "res5b_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 3 pad: 4 dilation: 4 stride: 1 bias_term: false } } layer { bottom: "res5b_branch2b_res075" top: "res5b_branch2b_res075" name: "bn5b_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5b_branch2b_0" lr_mult: 0 } param { name: "bn5b_branch2b_1" lr_mult: 0 } param { name: "bn5b_branch2b_2" lr_mult: 0 } } layer { bottom: "res5b_branch2b_res075" top: "res5b_branch2b_res075" name: "scale5b_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale5b_branch2b_0" lr_mult: 0 } param { name: "scale5b_branch2b_1" lr_mult: 0 } } layer { top: "res5b_branch2b_res075" bottom: "res5b_branch2b_res075" name: "res5b_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res5b_branch2b_res075" top: "res5b_branch2c_res075" name: "res5b_branch2c_res075" type: "Convolution" param { name: "res5b_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 2048 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5b_branch2c_res075" top: "res5b_branch2c_res075" name: "bn5b_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5b_branch2c_0" lr_mult: 0 } param { name: "bn5b_branch2c_1" lr_mult: 0 } param { name: "bn5b_branch2c_2" lr_mult: 0 } } layer { bottom: "res5b_branch2c_res075" top: "res5b_branch2c_res075" name: "scale5b_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale5b_branch2c_0" lr_mult: 0 } param { name: "scale5b_branch2c_1" lr_mult: 0 } } layer { bottom: "res5a_res075" bottom: "res5b_branch2c_res075" top: "res5b_res075" name: "res5b_res075" type: "Eltwise" } layer { bottom: "res5b_res075" top: "res5b_res075" name: "res5b_relu_res075" type: "ReLU" } layer { bottom: "res5b_res075" top: "res5c_branch2a_res075" name: "res5c_branch2a_res075" type: "Convolution" param { name: "res5c_branch2a_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5c_branch2a_res075" top: "res5c_branch2a_res075" name: "bn5c_branch2a_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5c_branch2a_0" lr_mult: 0 } param { name: "bn5c_branch2a_1" lr_mult: 0 } param { name: "bn5c_branch2a_2" lr_mult: 0 } } layer { bottom: "res5c_branch2a_res075" top: "res5c_branch2a_res075" name: "scale5c_branch2a_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale5c_branch2a_0" lr_mult: 0 } param { name: "scale5c_branch2a_1" lr_mult: 0 } } layer { top: "res5c_branch2a_res075" bottom: "res5c_branch2a_res075" name: "res5c_branch2a_relu_res075" type: "ReLU" } layer { bottom: "res5c_branch2a_res075" top: "res5c_branch2b_res075" name: "res5c_branch2b_res075" type: "Convolution" param { name: "res5c_branch2b_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 512 kernel_size: 3 pad: 4 dilation: 4 stride: 1 bias_term: false } } layer { bottom: "res5c_branch2b_res075" top: "res5c_branch2b_res075" name: "bn5c_branch2b_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5c_branch2b_0" lr_mult: 0 } param { name: "bn5c_branch2b_1" lr_mult: 0 } param { name: "bn5c_branch2b_2" lr_mult: 0 } } layer { bottom: "res5c_branch2b_res075" top: "res5c_branch2b_res075" name: "scale5c_branch2b_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale5c_branch2b_0" lr_mult: 0 } param { name: "scale5c_branch2b_1" lr_mult: 0 } } layer { top: "res5c_branch2b_res075" bottom: "res5c_branch2b_res075" name: "res5c_branch2b_relu_res075" type: "ReLU" } layer { bottom: "res5c_branch2b_res075" top: "res5c_branch2c_res075" name: "res5c_branch2c_res075" type: "Convolution" param { name: "res5c_branch2c_0" lr_mult: 1 decay_mult: 1 } convolution_param { num_output: 2048 kernel_size: 1 pad: 0 stride: 1 bias_term: false } } layer { bottom: "res5c_branch2c_res075" top: "res5c_branch2c_res075" name: "bn5c_branch2c_res075" type: "BatchNorm" batch_norm_param { use_global_stats: true } param { name: "bn5c_branch2c_0" lr_mult: 0 } param { name: "bn5c_branch2c_1" lr_mult: 0 } param { name: "bn5c_branch2c_2" lr_mult: 0 } } layer { bottom: "res5c_branch2c_res075" top: "res5c_branch2c_res075" name: "scale5c_branch2c_res075" type: "Scale" scale_param { bias_term: true } param { name: "scale5c_branch2c_0" lr_mult: 0 } param { name: "scale5c_branch2c_1" lr_mult: 0 } } layer { bottom: "res5b_res075" bottom: "res5c_branch2c_res075" top: "res5c_res075" name: "res5c_res075" type: "Eltwise" } layer { bottom: "res5c_res075" top: "res5c_res075" name: "res5c_relu_res075" type: "ReLU" } ############################### classifiers ########################## layer { name: "fc1_pascal_scribble_c0" type: "Convolution" bottom: "res5c" top: "fc1_pascal_scribble_c0" param { name: "fc1_pascal_scribble_c0_w" } param { name: "fc1_pascal_scribble_c0_b" } convolution_param { num_output: 21 kernel_size: 3 pad: 6 dilation: 6 } } layer { name: "fc1_pascal_scribble_c1" type: "Convolution" bottom: "res5c" top: "fc1_pascal_scribble_c1" param { name: "fc1_pascal_scribble_c1_w" } param { name: "fc1_pascal_scribble_c1_b" } convolution_param { num_output: 21 kernel_size: 3 dilation: 12 pad: 12 } } layer { name: "fc1_pascal_scribble_c2" type: "Convolution" bottom: "res5c" top: "fc1_pascal_scribble_c2" param { name: "fc1_pascal_scribble_c2_w" } param { name: "fc1_pascal_scribble_c2_b" } convolution_param { num_output: 21 kernel_size: 3 dilation: 18 pad: 18 } } layer { name: "fc1_pascal_scribble_c3" type: "Convolution" bottom: "res5c" top: "fc1_pascal_scribble_c3" param { name: "fc1_pascal_scribble_c3_w" } param { name: "fc1_pascal_scribble_c3_b" } convolution_param { num_output: 21 kernel_size: 3 dilation: 24 pad: 24 } } ### SUM the all branches layer { bottom: "fc1_pascal_scribble_c0" bottom: "fc1_pascal_scribble_c1" bottom: "fc1_pascal_scribble_c2" bottom: "fc1_pascal_scribble_c3" top: "fc1_pascal_scribble" name: "fc1_pascal_scribble" type: "Eltwise" eltwise_param { operation: SUM } } ######################## classifier for res 0.5 ################# layer { name: "fc1_pascal_scribble_res05_c0" type: "Convolution" bottom: "res5c_res05" top: "fc1_pascal_scribble_res05_c0" param { name: "fc1_pascal_scribble_c0_w" } param { name: "fc1_pascal_scribble_c0_b" } convolution_param { num_output: 21 kernel_size: 3 pad: 6 dilation: 6 } } layer { name: "fc1_pascal_scribble_res05_c1" type: "Convolution" bottom: "res5c_res05" top: "fc1_pascal_scribble_res05_c1" param { name: "fc1_pascal_scribble_c1_w" } param { name: "fc1_pascal_scribble_c1_b" } convolution_param { num_output: 21 kernel_size: 3 dilation: 12 pad: 12 } } layer { name: "fc1_pascal_scribble_res05_c2" type: "Convolution" bottom: "res5c_res05" top: "fc1_pascal_scribble_res05_c2" param { name: "fc1_pascal_scribble_c2_w" } param { name: "fc1_pascal_scribble_c2_b" } convolution_param { num_output: 21 kernel_size: 3 dilation: 18 pad: 18 } } layer { name: "fc1_pascal_scribble_res05_c3" type: "Convolution" bottom: "res5c_res05" top: "fc1_pascal_scribble_res05_c3" param { name: "fc1_pascal_scribble_c3_w" } param { name: "fc1_pascal_scribble_c3_b" } convolution_param { num_output: 21 kernel_size: 3 dilation: 24 pad: 24 } } ### SUM the all branches layer { bottom: "fc1_pascal_scribble_res05_c0" bottom: "fc1_pascal_scribble_res05_c1" bottom: "fc1_pascal_scribble_res05_c2" bottom: "fc1_pascal_scribble_res05_c3" top: "fc1_pascal_scribble_res05" name: "fc1_pascal_scribble_res05" type: "Eltwise" eltwise_param { operation: SUM } } ################### classifier for res 0.75 ########### layer { name: "fc1_pascal_scribble_res075_c0" type: "Convolution" bottom: "res5c_res075" top: "fc1_pascal_scribble_res075_c0" param { name: "fc1_pascal_scribble_c0_w" } param { name: "fc1_pascal_scribble_c0_b" } convolution_param { num_output: 21 kernel_size: 3 pad: 6 dilation: 6 } } layer { name: "fc1_pascal_scribble_res075_c1" type: "Convolution" bottom: "res5c_res075" top: "fc1_pascal_scribble_res075_c1" param { name: "fc1_pascal_scribble_c1_w" } param { name: "fc1_pascal_scribble_c1_b" } convolution_param { num_output: 21 kernel_size: 3 dilation: 12 pad: 12 } } layer { name: "fc1_pascal_scribble_res075_c2" type: "Convolution" bottom: "res5c_res075" top: "fc1_pascal_scribble_res075_c2" param { name: "fc1_pascal_scribble_c2_w" } param { name: "fc1_pascal_scribble_c2_b" } convolution_param { num_output: 21 kernel_size: 3 dilation: 18 pad: 18 } } layer { name: "fc1_pascal_scribble_res075_c3" type: "Convolution" bottom: "res5c_res075" top: "fc1_pascal_scribble_res075_c3" param { name: "fc1_pascal_scribble_c3_w" } param { name: "fc1_pascal_scribble_c3_b" } convolution_param { num_output: 21 kernel_size: 3 dilation: 24 pad: 24 } } ### SUM the all branches layer { bottom: "fc1_pascal_scribble_res075_c0" bottom: "fc1_pascal_scribble_res075_c1" bottom: "fc1_pascal_scribble_res075_c2" bottom: "fc1_pascal_scribble_res075_c3" top: "fc1_pascal_scribble_res075" name: "fc1_pascal_scribble_res075" type: "Eltwise" eltwise_param { operation: SUM } } ############### upsampling ################## layer { bottom: "fc1_pascal_scribble_res05" top: "fc1_pascal_scribble_res05_interp" name: "fc1_pascal_scribble_res05_interp" type: "Interp" interp_param { zoom_factor: 2 pad_beg: 0 pad_end: 0 } } layer { bottom: "fc1_pascal_scribble_res075" top: "fc1_pascal_scribble_res075_interp" name: "fc1_pascal_scribble_res075_interp" type: "Interp" interp_param { zoom_factor: 4 shrink_factor: 3 pad_beg: 0 pad_end: 0 } } ############### merging multiscale results ##################### layer { bottom: "fc1_pascal_scribble" bottom: "fc1_pascal_scribble_res075_interp" bottom: "fc1_pascal_scribble_res05_interp" top: "fc_fusion" name: "fc_fusion" type: "Eltwise" eltwise_param { operation: MAX } } ##################### original resolution ####################### layer { name: "fc1_interp" type: "Interp" bottom: "fc_fusion" top: "fc1_interp" interp_param { zoom_factor: 8 } } # layer { # bottom: "fc1_interp" # top: "fc1_interp_argmax" # name: "fc1_interp_argmax" # type: "ArgMax" # argmax_param { # axis: 1 # } # } # layer { # name: "fc1_mat" # type: "MatWrite" # # bottom: "fc1_interp_argmax" # bottom: "fc1_interp" # include { # phase: TEST # } # mat_write_param { # prefix: "pascal_scribble/features/resnet-101/val/fc1/" # source: "pascal_scribble/list/val_id.txt" # strip: 0 # period: 1 # } # } layer { name: "accuracy" type: "SegAccuracy" bottom: "fc1_interp" bottom: "label" top: "fc1_accuracy" seg_accuracy_param { ignore_label: 255 reset: false } } layer { name: "silence" type: "Silence" bottom: "label" bottom: "data_dim" } # #### crf ### #layer { # bottom: "fc1_interp" # bottom: "data_dim" # bottom: "data" # top: "crf_inf" # name: "crf" # type: "DenseCRF" # dense_crf_param { # max_iter: 10 # pos_w: 3 # pos_xy_std: 1 # bi_w: 4 # bi_xy_std: 67 # bi_rgb_std: 3 # } # include: { phase: TEST } #} # layer { # bottom: "crf_inf" # top: "crf_inf_argmax" # name: "crf_inf_argmax" # type: "ArgMax" # argmax_param { # axis: 1 # } # } # layer { # name: "crf_mat" # type: "MatWrite" # bottom: "crf_inf_argmax" # include { # phase: TEST # } # mat_write_param { # prefix: "pascal_scribble/features/resnet-101/val/crf/" # source: "pascal_scribble/list/val${TEST_SET_POSTFIX}_id.txt" # strip: 0 # period: 1 # } # } # add accuracy layer for evaluating val result #layer { # name: "crf_accuracy" # type: "SegAccuracy" # bottom: "crf_inf" # bottom: "label" # top: "crf_accuracy" # seg_accuracy_param { # ignore_label: 255 # reset: false # } #}