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Diffstat (limited to 'nsfw_model/deploy.prototxt')
| -rw-r--r-- | nsfw_model/deploy.prototxt | 3488 |
1 files changed, 0 insertions, 3488 deletions
diff --git a/nsfw_model/deploy.prototxt b/nsfw_model/deploy.prototxt deleted file mode 100644 index 16fb53e..0000000 --- a/nsfw_model/deploy.prototxt +++ /dev/null @@ -1,3488 +0,0 @@ -name: "ResNet_50_1by2_nsfw" -layer { - name: "data" - type: "Input" - top: "data" - input_param { shape: { dim: 1 dim: 3 dim: 224 dim: 224 } } -} -layer { - name: "conv_1" - type: "Convolution" - bottom: "data" - top: "conv_1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 3 - kernel_size: 7 - stride: 2 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_1" - type: "BatchNorm" - bottom: "conv_1" - top: "conv_1" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_1" - type: "Scale" - bottom: "conv_1" - top: "conv_1" - scale_param { - bias_term: true - } -} -layer { - name: "relu_1" - type: "ReLU" - bottom: "conv_1" - top: "conv_1" -} -layer { - name: "pool1" - type: "Pooling" - bottom: "conv_1" - top: "pool1" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 2 - } -} -layer { - name: "conv_stage0_block0_proj_shortcut" - type: "Convolution" - bottom: "pool1" - top: "conv_stage0_block0_proj_shortcut" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage0_block0_proj_shortcut" - type: "BatchNorm" - bottom: "conv_stage0_block0_proj_shortcut" - top: "conv_stage0_block0_proj_shortcut" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage0_block0_proj_shortcut" - type: "Scale" - bottom: "conv_stage0_block0_proj_shortcut" - top: "conv_stage0_block0_proj_shortcut" - scale_param { - bias_term: true - } -} -layer { - name: "conv_stage0_block0_branch2a" - type: "Convolution" - bottom: "pool1" - top: "conv_stage0_block0_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage0_block0_branch2a" - type: "BatchNorm" - bottom: "conv_stage0_block0_branch2a" - top: "conv_stage0_block0_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage0_block0_branch2a" - type: "Scale" - bottom: "conv_stage0_block0_branch2a" - top: "conv_stage0_block0_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage0_block0_branch2a" - type: "ReLU" - bottom: "conv_stage0_block0_branch2a" - top: "conv_stage0_block0_branch2a" -} -layer { - name: "conv_stage0_block0_branch2b" - type: "Convolution" - bottom: "conv_stage0_block0_branch2a" - top: "conv_stage0_block0_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage0_block0_branch2b" - type: "BatchNorm" - bottom: "conv_stage0_block0_branch2b" - top: "conv_stage0_block0_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage0_block0_branch2b" - type: "Scale" - bottom: "conv_stage0_block0_branch2b" - top: "conv_stage0_block0_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage0_block0_branch2b" - type: "ReLU" - bottom: "conv_stage0_block0_branch2b" - top: "conv_stage0_block0_branch2b" -} -layer { - name: "conv_stage0_block0_branch2c" - type: "Convolution" - bottom: "conv_stage0_block0_branch2b" - top: "conv_stage0_block0_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage0_block0_branch2c" - type: "BatchNorm" - bottom: "conv_stage0_block0_branch2c" - top: "conv_stage0_block0_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage0_block0_branch2c" - type: "Scale" - bottom: "conv_stage0_block0_branch2c" - top: "conv_stage0_block0_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage0_block0" - type: "Eltwise" - bottom: "conv_stage0_block0_proj_shortcut" - bottom: "conv_stage0_block0_branch2c" - top: "eltwise_stage0_block0" -} -layer { - name: "relu_stage0_block0" - type: "ReLU" - bottom: "eltwise_stage0_block0" - top: "eltwise_stage0_block0" -} -layer { - name: "conv_stage0_block1_branch2a" - type: "Convolution" - bottom: "eltwise_stage0_block0" - top: "conv_stage0_block1_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage0_block1_branch2a" - type: "BatchNorm" - bottom: "conv_stage0_block1_branch2a" - top: "conv_stage0_block1_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage0_block1_branch2a" - type: "Scale" - bottom: "conv_stage0_block1_branch2a" - top: "conv_stage0_block1_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage0_block1_branch2a" - type: "ReLU" - bottom: "conv_stage0_block1_branch2a" - top: "conv_stage0_block1_branch2a" -} -layer { - name: "conv_stage0_block1_branch2b" - type: "Convolution" - bottom: "conv_stage0_block1_branch2a" - top: "conv_stage0_block1_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage0_block1_branch2b" - type: "BatchNorm" - bottom: "conv_stage0_block1_branch2b" - top: "conv_stage0_block1_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage0_block1_branch2b" - type: "Scale" - bottom: "conv_stage0_block1_branch2b" - top: "conv_stage0_block1_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage0_block1_branch2b" - type: "ReLU" - bottom: "conv_stage0_block1_branch2b" - top: "conv_stage0_block1_branch2b" -} -layer { - name: "conv_stage0_block1_branch2c" - type: "Convolution" - bottom: "conv_stage0_block1_branch2b" - top: "conv_stage0_block1_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage0_block1_branch2c" - type: "BatchNorm" - bottom: "conv_stage0_block1_branch2c" - top: "conv_stage0_block1_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage0_block1_branch2c" - type: "Scale" - bottom: "conv_stage0_block1_branch2c" - top: "conv_stage0_block1_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage0_block1" - type: "Eltwise" - bottom: "eltwise_stage0_block0" - bottom: "conv_stage0_block1_branch2c" - top: "eltwise_stage0_block1" -} -layer { - name: "relu_stage0_block1" - type: "ReLU" - bottom: "eltwise_stage0_block1" - top: "eltwise_stage0_block1" -} -layer { - name: "conv_stage0_block2_branch2a" - type: "Convolution" - bottom: "eltwise_stage0_block1" - top: "conv_stage0_block2_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage0_block2_branch2a" - type: "BatchNorm" - bottom: "conv_stage0_block2_branch2a" - top: "conv_stage0_block2_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage0_block2_branch2a" - type: "Scale" - bottom: "conv_stage0_block2_branch2a" - top: "conv_stage0_block2_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage0_block2_branch2a" - type: "ReLU" - bottom: "conv_stage0_block2_branch2a" - top: "conv_stage0_block2_branch2a" -} -layer { - name: "conv_stage0_block2_branch2b" - type: "Convolution" - bottom: "conv_stage0_block2_branch2a" - top: "conv_stage0_block2_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage0_block2_branch2b" - type: "BatchNorm" - bottom: "conv_stage0_block2_branch2b" - top: "conv_stage0_block2_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage0_block2_branch2b" - type: "Scale" - bottom: "conv_stage0_block2_branch2b" - top: "conv_stage0_block2_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage0_block2_branch2b" - type: "ReLU" - bottom: "conv_stage0_block2_branch2b" - top: "conv_stage0_block2_branch2b" -} -layer { - name: "conv_stage0_block2_branch2c" - type: "Convolution" - bottom: "conv_stage0_block2_branch2b" - top: "conv_stage0_block2_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage0_block2_branch2c" - type: "BatchNorm" - bottom: "conv_stage0_block2_branch2c" - top: "conv_stage0_block2_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage0_block2_branch2c" - type: "Scale" - bottom: "conv_stage0_block2_branch2c" - top: "conv_stage0_block2_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage0_block2" - type: "Eltwise" - bottom: "eltwise_stage0_block1" - bottom: "conv_stage0_block2_branch2c" - top: "eltwise_stage0_block2" -} -layer { - name: "relu_stage0_block2" - type: "ReLU" - bottom: "eltwise_stage0_block2" - top: "eltwise_stage0_block2" -} -layer { - name: "conv_stage1_block0_proj_shortcut" - type: "Convolution" - bottom: "eltwise_stage0_block2" - top: "conv_stage1_block0_proj_shortcut" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 0 - kernel_size: 1 - stride: 2 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage1_block0_proj_shortcut" - type: "BatchNorm" - bottom: "conv_stage1_block0_proj_shortcut" - top: "conv_stage1_block0_proj_shortcut" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage1_block0_proj_shortcut" - type: "Scale" - bottom: "conv_stage1_block0_proj_shortcut" - top: "conv_stage1_block0_proj_shortcut" - scale_param { - bias_term: true - } -} -layer { - name: "conv_stage1_block0_branch2a" - type: "Convolution" - bottom: "eltwise_stage0_block2" - top: "conv_stage1_block0_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 0 - kernel_size: 1 - stride: 2 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage1_block0_branch2a" - type: "BatchNorm" - bottom: "conv_stage1_block0_branch2a" - top: "conv_stage1_block0_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage1_block0_branch2a" - type: "Scale" - bottom: "conv_stage1_block0_branch2a" - top: "conv_stage1_block0_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage1_block0_branch2a" - type: "ReLU" - bottom: "conv_stage1_block0_branch2a" - top: "conv_stage1_block0_branch2a" -} -layer { - name: "conv_stage1_block0_branch2b" - type: "Convolution" - bottom: "conv_stage1_block0_branch2a" - top: "conv_stage1_block0_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage1_block0_branch2b" - type: "BatchNorm" - bottom: "conv_stage1_block0_branch2b" - top: "conv_stage1_block0_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage1_block0_branch2b" - type: "Scale" - bottom: "conv_stage1_block0_branch2b" - top: "conv_stage1_block0_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage1_block0_branch2b" - type: "ReLU" - bottom: "conv_stage1_block0_branch2b" - top: "conv_stage1_block0_branch2b" -} -layer { - name: "conv_stage1_block0_branch2c" - type: "Convolution" - bottom: "conv_stage1_block0_branch2b" - top: "conv_stage1_block0_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage1_block0_branch2c" - type: "BatchNorm" - bottom: "conv_stage1_block0_branch2c" - top: "conv_stage1_block0_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage1_block0_branch2c" - type: "Scale" - bottom: "conv_stage1_block0_branch2c" - top: "conv_stage1_block0_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage1_block0" - type: "Eltwise" - bottom: "conv_stage1_block0_proj_shortcut" - bottom: "conv_stage1_block0_branch2c" - top: "eltwise_stage1_block0" -} -layer { - name: "relu_stage1_block0" - type: "ReLU" - bottom: "eltwise_stage1_block0" - top: "eltwise_stage1_block0" -} -layer { - name: "conv_stage1_block1_branch2a" - type: "Convolution" - bottom: "eltwise_stage1_block0" - top: "conv_stage1_block1_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage1_block1_branch2a" - type: "BatchNorm" - bottom: "conv_stage1_block1_branch2a" - top: "conv_stage1_block1_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage1_block1_branch2a" - type: "Scale" - bottom: "conv_stage1_block1_branch2a" - top: "conv_stage1_block1_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage1_block1_branch2a" - type: "ReLU" - bottom: "conv_stage1_block1_branch2a" - top: "conv_stage1_block1_branch2a" -} -layer { - name: "conv_stage1_block1_branch2b" - type: "Convolution" - bottom: "conv_stage1_block1_branch2a" - top: "conv_stage1_block1_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage1_block1_branch2b" - type: "BatchNorm" - bottom: "conv_stage1_block1_branch2b" - top: "conv_stage1_block1_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage1_block1_branch2b" - type: "Scale" - bottom: "conv_stage1_block1_branch2b" - top: "conv_stage1_block1_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage1_block1_branch2b" - type: "ReLU" - bottom: "conv_stage1_block1_branch2b" - top: "conv_stage1_block1_branch2b" -} -layer { - name: "conv_stage1_block1_branch2c" - type: "Convolution" - bottom: "conv_stage1_block1_branch2b" - top: "conv_stage1_block1_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage1_block1_branch2c" - type: "BatchNorm" - bottom: "conv_stage1_block1_branch2c" - top: "conv_stage1_block1_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage1_block1_branch2c" - type: "Scale" - bottom: "conv_stage1_block1_branch2c" - top: "conv_stage1_block1_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage1_block1" - type: "Eltwise" - bottom: "eltwise_stage1_block0" - bottom: "conv_stage1_block1_branch2c" - top: "eltwise_stage1_block1" -} -layer { - name: "relu_stage1_block1" - type: "ReLU" - bottom: "eltwise_stage1_block1" - top: "eltwise_stage1_block1" -} -layer { - name: "conv_stage1_block2_branch2a" - type: "Convolution" - bottom: "eltwise_stage1_block1" - top: "conv_stage1_block2_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage1_block2_branch2a" - type: "BatchNorm" - bottom: "conv_stage1_block2_branch2a" - top: "conv_stage1_block2_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage1_block2_branch2a" - type: "Scale" - bottom: "conv_stage1_block2_branch2a" - top: "conv_stage1_block2_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage1_block2_branch2a" - type: "ReLU" - bottom: "conv_stage1_block2_branch2a" - top: "conv_stage1_block2_branch2a" -} -layer { - name: "conv_stage1_block2_branch2b" - type: "Convolution" - bottom: "conv_stage1_block2_branch2a" - top: "conv_stage1_block2_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage1_block2_branch2b" - type: "BatchNorm" - bottom: "conv_stage1_block2_branch2b" - top: "conv_stage1_block2_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage1_block2_branch2b" - type: "Scale" - bottom: "conv_stage1_block2_branch2b" - top: "conv_stage1_block2_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage1_block2_branch2b" - type: "ReLU" - bottom: "conv_stage1_block2_branch2b" - top: "conv_stage1_block2_branch2b" -} -layer { - name: "conv_stage1_block2_branch2c" - type: "Convolution" - bottom: "conv_stage1_block2_branch2b" - top: "conv_stage1_block2_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage1_block2_branch2c" - type: "BatchNorm" - bottom: "conv_stage1_block2_branch2c" - top: "conv_stage1_block2_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage1_block2_branch2c" - type: "Scale" - bottom: "conv_stage1_block2_branch2c" - top: "conv_stage1_block2_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage1_block2" - type: "Eltwise" - bottom: "eltwise_stage1_block1" - bottom: "conv_stage1_block2_branch2c" - top: "eltwise_stage1_block2" -} -layer { - name: "relu_stage1_block2" - type: "ReLU" - bottom: "eltwise_stage1_block2" - top: "eltwise_stage1_block2" -} -layer { - name: "conv_stage1_block3_branch2a" - type: "Convolution" - bottom: "eltwise_stage1_block2" - top: "conv_stage1_block3_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage1_block3_branch2a" - type: "BatchNorm" - bottom: "conv_stage1_block3_branch2a" - top: "conv_stage1_block3_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage1_block3_branch2a" - type: "Scale" - bottom: "conv_stage1_block3_branch2a" - top: "conv_stage1_block3_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage1_block3_branch2a" - type: "ReLU" - bottom: "conv_stage1_block3_branch2a" - top: "conv_stage1_block3_branch2a" -} -layer { - name: "conv_stage1_block3_branch2b" - type: "Convolution" - bottom: "conv_stage1_block3_branch2a" - top: "conv_stage1_block3_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage1_block3_branch2b" - type: "BatchNorm" - bottom: "conv_stage1_block3_branch2b" - top: "conv_stage1_block3_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage1_block3_branch2b" - type: "Scale" - bottom: "conv_stage1_block3_branch2b" - top: "conv_stage1_block3_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage1_block3_branch2b" - type: "ReLU" - bottom: "conv_stage1_block3_branch2b" - top: "conv_stage1_block3_branch2b" -} -layer { - name: "conv_stage1_block3_branch2c" - type: "Convolution" - bottom: "conv_stage1_block3_branch2b" - top: "conv_stage1_block3_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage1_block3_branch2c" - type: "BatchNorm" - bottom: "conv_stage1_block3_branch2c" - top: "conv_stage1_block3_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage1_block3_branch2c" - type: "Scale" - bottom: "conv_stage1_block3_branch2c" - top: "conv_stage1_block3_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage1_block3" - type: "Eltwise" - bottom: "eltwise_stage1_block2" - bottom: "conv_stage1_block3_branch2c" - top: "eltwise_stage1_block3" -} -layer { - name: "relu_stage1_block3" - type: "ReLU" - bottom: "eltwise_stage1_block3" - top: "eltwise_stage1_block3" -} -layer { - name: "conv_stage2_block0_proj_shortcut" - type: "Convolution" - bottom: "eltwise_stage1_block3" - top: "conv_stage2_block0_proj_shortcut" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 0 - kernel_size: 1 - stride: 2 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block0_proj_shortcut" - type: "BatchNorm" - bottom: "conv_stage2_block0_proj_shortcut" - top: "conv_stage2_block0_proj_shortcut" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block0_proj_shortcut" - type: "Scale" - bottom: "conv_stage2_block0_proj_shortcut" - top: "conv_stage2_block0_proj_shortcut" - scale_param { - bias_term: true - } -} -layer { - name: "conv_stage2_block0_branch2a" - type: "Convolution" - bottom: "eltwise_stage1_block3" - top: "conv_stage2_block0_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 0 - kernel_size: 1 - stride: 2 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block0_branch2a" - type: "BatchNorm" - bottom: "conv_stage2_block0_branch2a" - top: "conv_stage2_block0_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block0_branch2a" - type: "Scale" - bottom: "conv_stage2_block0_branch2a" - top: "conv_stage2_block0_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage2_block0_branch2a" - type: "ReLU" - bottom: "conv_stage2_block0_branch2a" - top: "conv_stage2_block0_branch2a" -} -layer { - name: "conv_stage2_block0_branch2b" - type: "Convolution" - bottom: "conv_stage2_block0_branch2a" - top: "conv_stage2_block0_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block0_branch2b" - type: "BatchNorm" - bottom: "conv_stage2_block0_branch2b" - top: "conv_stage2_block0_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block0_branch2b" - type: "Scale" - bottom: "conv_stage2_block0_branch2b" - top: "conv_stage2_block0_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage2_block0_branch2b" - type: "ReLU" - bottom: "conv_stage2_block0_branch2b" - top: "conv_stage2_block0_branch2b" -} -layer { - name: "conv_stage2_block0_branch2c" - type: "Convolution" - bottom: "conv_stage2_block0_branch2b" - top: "conv_stage2_block0_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block0_branch2c" - type: "BatchNorm" - bottom: "conv_stage2_block0_branch2c" - top: "conv_stage2_block0_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block0_branch2c" - type: "Scale" - bottom: "conv_stage2_block0_branch2c" - top: "conv_stage2_block0_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage2_block0" - type: "Eltwise" - bottom: "conv_stage2_block0_proj_shortcut" - bottom: "conv_stage2_block0_branch2c" - top: "eltwise_stage2_block0" -} -layer { - name: "relu_stage2_block0" - type: "ReLU" - bottom: "eltwise_stage2_block0" - top: "eltwise_stage2_block0" -} -layer { - name: "conv_stage2_block1_branch2a" - type: "Convolution" - bottom: "eltwise_stage2_block0" - top: "conv_stage2_block1_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block1_branch2a" - type: "BatchNorm" - bottom: "conv_stage2_block1_branch2a" - top: "conv_stage2_block1_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block1_branch2a" - type: "Scale" - bottom: "conv_stage2_block1_branch2a" - top: "conv_stage2_block1_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage2_block1_branch2a" - type: "ReLU" - bottom: "conv_stage2_block1_branch2a" - top: "conv_stage2_block1_branch2a" -} -layer { - name: "conv_stage2_block1_branch2b" - type: "Convolution" - bottom: "conv_stage2_block1_branch2a" - top: "conv_stage2_block1_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block1_branch2b" - type: "BatchNorm" - bottom: "conv_stage2_block1_branch2b" - top: "conv_stage2_block1_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block1_branch2b" - type: "Scale" - bottom: "conv_stage2_block1_branch2b" - top: "conv_stage2_block1_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage2_block1_branch2b" - type: "ReLU" - bottom: "conv_stage2_block1_branch2b" - top: "conv_stage2_block1_branch2b" -} -layer { - name: "conv_stage2_block1_branch2c" - type: "Convolution" - bottom: "conv_stage2_block1_branch2b" - top: "conv_stage2_block1_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block1_branch2c" - type: "BatchNorm" - bottom: "conv_stage2_block1_branch2c" - top: "conv_stage2_block1_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block1_branch2c" - type: "Scale" - bottom: "conv_stage2_block1_branch2c" - top: "conv_stage2_block1_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage2_block1" - type: "Eltwise" - bottom: "eltwise_stage2_block0" - bottom: "conv_stage2_block1_branch2c" - top: "eltwise_stage2_block1" -} -layer { - name: "relu_stage2_block1" - type: "ReLU" - bottom: "eltwise_stage2_block1" - top: "eltwise_stage2_block1" -} -layer { - name: "conv_stage2_block2_branch2a" - type: "Convolution" - bottom: "eltwise_stage2_block1" - top: "conv_stage2_block2_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block2_branch2a" - type: "BatchNorm" - bottom: "conv_stage2_block2_branch2a" - top: "conv_stage2_block2_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block2_branch2a" - type: "Scale" - bottom: "conv_stage2_block2_branch2a" - top: "conv_stage2_block2_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage2_block2_branch2a" - type: "ReLU" - bottom: "conv_stage2_block2_branch2a" - top: "conv_stage2_block2_branch2a" -} -layer { - name: "conv_stage2_block2_branch2b" - type: "Convolution" - bottom: "conv_stage2_block2_branch2a" - top: "conv_stage2_block2_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block2_branch2b" - type: "BatchNorm" - bottom: "conv_stage2_block2_branch2b" - top: "conv_stage2_block2_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block2_branch2b" - type: "Scale" - bottom: "conv_stage2_block2_branch2b" - top: "conv_stage2_block2_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage2_block2_branch2b" - type: "ReLU" - bottom: "conv_stage2_block2_branch2b" - top: "conv_stage2_block2_branch2b" -} -layer { - name: "conv_stage2_block2_branch2c" - type: "Convolution" - bottom: "conv_stage2_block2_branch2b" - top: "conv_stage2_block2_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block2_branch2c" - type: "BatchNorm" - bottom: "conv_stage2_block2_branch2c" - top: "conv_stage2_block2_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block2_branch2c" - type: "Scale" - bottom: "conv_stage2_block2_branch2c" - top: "conv_stage2_block2_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage2_block2" - type: "Eltwise" - bottom: "eltwise_stage2_block1" - bottom: "conv_stage2_block2_branch2c" - top: "eltwise_stage2_block2" -} -layer { - name: "relu_stage2_block2" - type: "ReLU" - bottom: "eltwise_stage2_block2" - top: "eltwise_stage2_block2" -} -layer { - name: "conv_stage2_block3_branch2a" - type: "Convolution" - bottom: "eltwise_stage2_block2" - top: "conv_stage2_block3_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block3_branch2a" - type: "BatchNorm" - bottom: "conv_stage2_block3_branch2a" - top: "conv_stage2_block3_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block3_branch2a" - type: "Scale" - bottom: "conv_stage2_block3_branch2a" - top: "conv_stage2_block3_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage2_block3_branch2a" - type: "ReLU" - bottom: "conv_stage2_block3_branch2a" - top: "conv_stage2_block3_branch2a" -} -layer { - name: "conv_stage2_block3_branch2b" - type: "Convolution" - bottom: "conv_stage2_block3_branch2a" - top: "conv_stage2_block3_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block3_branch2b" - type: "BatchNorm" - bottom: "conv_stage2_block3_branch2b" - top: "conv_stage2_block3_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block3_branch2b" - type: "Scale" - bottom: "conv_stage2_block3_branch2b" - top: "conv_stage2_block3_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage2_block3_branch2b" - type: "ReLU" - bottom: "conv_stage2_block3_branch2b" - top: "conv_stage2_block3_branch2b" -} -layer { - name: "conv_stage2_block3_branch2c" - type: "Convolution" - bottom: "conv_stage2_block3_branch2b" - top: "conv_stage2_block3_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block3_branch2c" - type: "BatchNorm" - bottom: "conv_stage2_block3_branch2c" - top: "conv_stage2_block3_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block3_branch2c" - type: "Scale" - bottom: "conv_stage2_block3_branch2c" - top: "conv_stage2_block3_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage2_block3" - type: "Eltwise" - bottom: "eltwise_stage2_block2" - bottom: "conv_stage2_block3_branch2c" - top: "eltwise_stage2_block3" -} -layer { - name: "relu_stage2_block3" - type: "ReLU" - bottom: "eltwise_stage2_block3" - top: "eltwise_stage2_block3" -} -layer { - name: "conv_stage2_block4_branch2a" - type: "Convolution" - bottom: "eltwise_stage2_block3" - top: "conv_stage2_block4_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block4_branch2a" - type: "BatchNorm" - bottom: "conv_stage2_block4_branch2a" - top: "conv_stage2_block4_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block4_branch2a" - type: "Scale" - bottom: "conv_stage2_block4_branch2a" - top: "conv_stage2_block4_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage2_block4_branch2a" - type: "ReLU" - bottom: "conv_stage2_block4_branch2a" - top: "conv_stage2_block4_branch2a" -} -layer { - name: "conv_stage2_block4_branch2b" - type: "Convolution" - bottom: "conv_stage2_block4_branch2a" - top: "conv_stage2_block4_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block4_branch2b" - type: "BatchNorm" - bottom: "conv_stage2_block4_branch2b" - top: "conv_stage2_block4_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block4_branch2b" - type: "Scale" - bottom: "conv_stage2_block4_branch2b" - top: "conv_stage2_block4_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage2_block4_branch2b" - type: "ReLU" - bottom: "conv_stage2_block4_branch2b" - top: "conv_stage2_block4_branch2b" -} -layer { - name: "conv_stage2_block4_branch2c" - type: "Convolution" - bottom: "conv_stage2_block4_branch2b" - top: "conv_stage2_block4_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block4_branch2c" - type: "BatchNorm" - bottom: "conv_stage2_block4_branch2c" - top: "conv_stage2_block4_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block4_branch2c" - type: "Scale" - bottom: "conv_stage2_block4_branch2c" - top: "conv_stage2_block4_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage2_block4" - type: "Eltwise" - bottom: "eltwise_stage2_block3" - bottom: "conv_stage2_block4_branch2c" - top: "eltwise_stage2_block4" -} -layer { - name: "relu_stage2_block4" - type: "ReLU" - bottom: "eltwise_stage2_block4" - top: "eltwise_stage2_block4" -} -layer { - name: "conv_stage2_block5_branch2a" - type: "Convolution" - bottom: "eltwise_stage2_block4" - top: "conv_stage2_block5_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block5_branch2a" - type: "BatchNorm" - bottom: "conv_stage2_block5_branch2a" - top: "conv_stage2_block5_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block5_branch2a" - type: "Scale" - bottom: "conv_stage2_block5_branch2a" - top: "conv_stage2_block5_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage2_block5_branch2a" - type: "ReLU" - bottom: "conv_stage2_block5_branch2a" - top: "conv_stage2_block5_branch2a" -} -layer { - name: "conv_stage2_block5_branch2b" - type: "Convolution" - bottom: "conv_stage2_block5_branch2a" - top: "conv_stage2_block5_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block5_branch2b" - type: "BatchNorm" - bottom: "conv_stage2_block5_branch2b" - top: "conv_stage2_block5_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block5_branch2b" - type: "Scale" - bottom: "conv_stage2_block5_branch2b" - top: "conv_stage2_block5_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage2_block5_branch2b" - type: "ReLU" - bottom: "conv_stage2_block5_branch2b" - top: "conv_stage2_block5_branch2b" -} -layer { - name: "conv_stage2_block5_branch2c" - type: "Convolution" - bottom: "conv_stage2_block5_branch2b" - top: "conv_stage2_block5_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 512 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage2_block5_branch2c" - type: "BatchNorm" - bottom: "conv_stage2_block5_branch2c" - top: "conv_stage2_block5_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage2_block5_branch2c" - type: "Scale" - bottom: "conv_stage2_block5_branch2c" - top: "conv_stage2_block5_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage2_block5" - type: "Eltwise" - bottom: "eltwise_stage2_block4" - bottom: "conv_stage2_block5_branch2c" - top: "eltwise_stage2_block5" -} -layer { - name: "relu_stage2_block5" - type: "ReLU" - bottom: "eltwise_stage2_block5" - top: "eltwise_stage2_block5" -} -layer { - name: "conv_stage3_block0_proj_shortcut" - type: "Convolution" - bottom: "eltwise_stage2_block5" - top: "conv_stage3_block0_proj_shortcut" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 1024 - pad: 0 - kernel_size: 1 - stride: 2 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage3_block0_proj_shortcut" - type: "BatchNorm" - bottom: "conv_stage3_block0_proj_shortcut" - top: "conv_stage3_block0_proj_shortcut" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage3_block0_proj_shortcut" - type: "Scale" - bottom: "conv_stage3_block0_proj_shortcut" - top: "conv_stage3_block0_proj_shortcut" - scale_param { - bias_term: true - } -} -layer { - name: "conv_stage3_block0_branch2a" - type: "Convolution" - bottom: "eltwise_stage2_block5" - top: "conv_stage3_block0_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 0 - kernel_size: 1 - stride: 2 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage3_block0_branch2a" - type: "BatchNorm" - bottom: "conv_stage3_block0_branch2a" - top: "conv_stage3_block0_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage3_block0_branch2a" - type: "Scale" - bottom: "conv_stage3_block0_branch2a" - top: "conv_stage3_block0_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage3_block0_branch2a" - type: "ReLU" - bottom: "conv_stage3_block0_branch2a" - top: "conv_stage3_block0_branch2a" -} -layer { - name: "conv_stage3_block0_branch2b" - type: "Convolution" - bottom: "conv_stage3_block0_branch2a" - top: "conv_stage3_block0_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage3_block0_branch2b" - type: "BatchNorm" - bottom: "conv_stage3_block0_branch2b" - top: "conv_stage3_block0_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage3_block0_branch2b" - type: "Scale" - bottom: "conv_stage3_block0_branch2b" - top: "conv_stage3_block0_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage3_block0_branch2b" - type: "ReLU" - bottom: "conv_stage3_block0_branch2b" - top: "conv_stage3_block0_branch2b" -} -layer { - name: "conv_stage3_block0_branch2c" - type: "Convolution" - bottom: "conv_stage3_block0_branch2b" - top: "conv_stage3_block0_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 1024 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage3_block0_branch2c" - type: "BatchNorm" - bottom: "conv_stage3_block0_branch2c" - top: "conv_stage3_block0_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage3_block0_branch2c" - type: "Scale" - bottom: "conv_stage3_block0_branch2c" - top: "conv_stage3_block0_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage3_block0" - type: "Eltwise" - bottom: "conv_stage3_block0_proj_shortcut" - bottom: "conv_stage3_block0_branch2c" - top: "eltwise_stage3_block0" -} -layer { - name: "relu_stage3_block0" - type: "ReLU" - bottom: "eltwise_stage3_block0" - top: "eltwise_stage3_block0" -} -layer { - name: "conv_stage3_block1_branch2a" - type: "Convolution" - bottom: "eltwise_stage3_block0" - top: "conv_stage3_block1_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage3_block1_branch2a" - type: "BatchNorm" - bottom: "conv_stage3_block1_branch2a" - top: "conv_stage3_block1_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage3_block1_branch2a" - type: "Scale" - bottom: "conv_stage3_block1_branch2a" - top: "conv_stage3_block1_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage3_block1_branch2a" - type: "ReLU" - bottom: "conv_stage3_block1_branch2a" - top: "conv_stage3_block1_branch2a" -} -layer { - name: "conv_stage3_block1_branch2b" - type: "Convolution" - bottom: "conv_stage3_block1_branch2a" - top: "conv_stage3_block1_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage3_block1_branch2b" - type: "BatchNorm" - bottom: "conv_stage3_block1_branch2b" - top: "conv_stage3_block1_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage3_block1_branch2b" - type: "Scale" - bottom: "conv_stage3_block1_branch2b" - top: "conv_stage3_block1_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage3_block1_branch2b" - type: "ReLU" - bottom: "conv_stage3_block1_branch2b" - top: "conv_stage3_block1_branch2b" -} -layer { - name: "conv_stage3_block1_branch2c" - type: "Convolution" - bottom: "conv_stage3_block1_branch2b" - top: "conv_stage3_block1_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 1024 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage3_block1_branch2c" - type: "BatchNorm" - bottom: "conv_stage3_block1_branch2c" - top: "conv_stage3_block1_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage3_block1_branch2c" - type: "Scale" - bottom: "conv_stage3_block1_branch2c" - top: "conv_stage3_block1_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage3_block1" - type: "Eltwise" - bottom: "eltwise_stage3_block0" - bottom: "conv_stage3_block1_branch2c" - top: "eltwise_stage3_block1" -} -layer { - name: "relu_stage3_block1" - type: "ReLU" - bottom: "eltwise_stage3_block1" - top: "eltwise_stage3_block1" -} -layer { - name: "conv_stage3_block2_branch2a" - type: "Convolution" - bottom: "eltwise_stage3_block1" - top: "conv_stage3_block2_branch2a" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage3_block2_branch2a" - type: "BatchNorm" - bottom: "conv_stage3_block2_branch2a" - top: "conv_stage3_block2_branch2a" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage3_block2_branch2a" - type: "Scale" - bottom: "conv_stage3_block2_branch2a" - top: "conv_stage3_block2_branch2a" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage3_block2_branch2a" - type: "ReLU" - bottom: "conv_stage3_block2_branch2a" - top: "conv_stage3_block2_branch2a" -} -layer { - name: "conv_stage3_block2_branch2b" - type: "Convolution" - bottom: "conv_stage3_block2_branch2a" - top: "conv_stage3_block2_branch2b" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage3_block2_branch2b" - type: "BatchNorm" - bottom: "conv_stage3_block2_branch2b" - top: "conv_stage3_block2_branch2b" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage3_block2_branch2b" - type: "Scale" - bottom: "conv_stage3_block2_branch2b" - top: "conv_stage3_block2_branch2b" - scale_param { - bias_term: true - } -} -layer { - name: "relu_stage3_block2_branch2b" - type: "ReLU" - bottom: "conv_stage3_block2_branch2b" - top: "conv_stage3_block2_branch2b" -} -layer { - name: "conv_stage3_block2_branch2c" - type: "Convolution" - bottom: "conv_stage3_block2_branch2b" - top: "conv_stage3_block2_branch2c" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 1024 - pad: 0 - kernel_size: 1 - stride: 1 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "bn_stage3_block2_branch2c" - type: "BatchNorm" - bottom: "conv_stage3_block2_branch2c" - top: "conv_stage3_block2_branch2c" - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - param { - lr_mult: 0 - decay_mult: 0 - } - batch_norm_param { - use_global_stats: true - } -} -layer { - name: "scale_stage3_block2_branch2c" - type: "Scale" - bottom: "conv_stage3_block2_branch2c" - top: "conv_stage3_block2_branch2c" - scale_param { - bias_term: true - } -} -layer { - name: "eltwise_stage3_block2" - type: "Eltwise" - bottom: "eltwise_stage3_block1" - bottom: "conv_stage3_block2_branch2c" - top: "eltwise_stage3_block2" -} -layer { - name: "relu_stage3_block2" - type: "ReLU" - bottom: "eltwise_stage3_block2" - top: "eltwise_stage3_block2" -} -layer { - name: "pool" - type: "Pooling" - bottom: "eltwise_stage3_block2" - top: "pool" - pooling_param { - pool: AVE - kernel_size: 7 - stride: 1 - } -} -layer { - name: "fc_nsfw" - type: "InnerProduct" - bottom: "pool" - top: "fc_nsfw" - param { - lr_mult: 5 - decay_mult: 1 - } - param { - lr_mult: 10 - decay_mult: 0 - } - inner_product_param{ - num_output: 2 - weight_filler { - type: "xavier" - std: 0.01 - } - bias_filler { - type: "xavier" - value: 0 - } - } -} -layer { - name: "prob" - type: "Softmax" - bottom: "fc_nsfw" - top: "prob" -} - |