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August 13, 2017 14:42
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| name: "xception" | |
| layer { | |
| name: "data" | |
| type: "Data" | |
| top: "data" | |
| top: "label" | |
| transform_param { | |
| mirror: false | |
| crop_size: 224 | |
| mean_value: 104.0 | |
| mean_value: 117.0 | |
| mean_value: 123.0 | |
| } | |
| data_param { | |
| source: "path/to/imagenet/lmdb" | |
| batch_size: 32 | |
| backend: LMDB | |
| } | |
| } | |
| layer { | |
| name: "conv1" | |
| type: "Convolution" | |
| bottom: "data" | |
| top: "conv1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 2 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| pad: 3 | |
| kernel_size: 7 | |
| stride: 2 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| bias_filler { | |
| type: "constant" | |
| value: 0 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn_conv1" | |
| type: "BatchNorm" | |
| bottom: "conv1" | |
| top: "conv1" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn_conv1_scaleshift" | |
| type: "Scale" | |
| bottom: "conv1" | |
| top: "conv1" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "conv1_relu" | |
| type: "ReLU" | |
| bottom: "conv1" | |
| top: "conv1" | |
| } | |
| layer { | |
| name: "pool1" | |
| type: "Pooling" | |
| bottom: "conv1" | |
| top: "pool1" | |
| pooling_param { | |
| kernel_size: 3 | |
| stride: 2 | |
| global_pooling: false | |
| } | |
| } | |
| layer { | |
| name: "interstellar2a_branch1_s" | |
| type: "Convolution" | |
| bottom: "pool1" | |
| top: "interstellar2a_branch1_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 64 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar2a_branch1" | |
| type: "Convolution" | |
| bottom: "interstellar2a_branch1_s" | |
| top: "interstellar2a_branch1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn2a_branch1" | |
| type: "BatchNorm" | |
| bottom: "interstellar2a_branch1" | |
| top: "interstellar2a_branch1" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn2a_branch1_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar2a_branch1" | |
| top: "interstellar2a_branch1" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar2a_branch2a_s" | |
| type: "Convolution" | |
| bottom: "pool1" | |
| top: "interstellar2a_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 64 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar2a_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar2a_branch2a_s" | |
| top: "interstellar2a_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn2a_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar2a_branch2a" | |
| top: "interstellar2a_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn2a_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar2a_branch2a" | |
| top: "interstellar2a_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar2a_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar2a_branch2a" | |
| top: "interstellar2a_branch2a" | |
| } | |
| layer { | |
| name: "interstellar2a_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar2a_branch2a" | |
| top: "interstellar2a_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 128 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar2a_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar2a_branch2b_s" | |
| top: "interstellar2a_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn2a_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar2a_branch2b" | |
| top: "interstellar2a_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn2a_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar2a_branch2b" | |
| top: "interstellar2a_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar2a_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar2a_branch2b" | |
| top: "interstellar2a_branch2b" | |
| } | |
| layer { | |
| name: "interstellar2a_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar2a_branch2b" | |
| top: "interstellar2a_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 128 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar2a_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar2a_branch2c_s" | |
| top: "interstellar2a_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn2a_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar2a_branch2c" | |
| top: "interstellar2a_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn2a_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar2a_branch2c" | |
| top: "interstellar2a_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins2a" | |
| type: "Eltwise" | |
| bottom: "interstellar2a_branch2c" | |
| bottom: "interstellar2a_branch1" | |
| top: "ins2a" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins2a_relu" | |
| type: "ReLU" | |
| bottom: "ins2a" | |
| top: "ins2a" | |
| } | |
| layer { | |
| name: "interstellar2b_branch2a_s" | |
| type: "Convolution" | |
| bottom: "ins2a" | |
| top: "interstellar2b_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 256 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar2b_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar2b_branch2a_s" | |
| top: "interstellar2b_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn2b_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar2b_branch2a" | |
| top: "interstellar2b_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn2b_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar2b_branch2a" | |
| top: "interstellar2b_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar2b_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar2b_branch2a" | |
| top: "interstellar2b_branch2a" | |
| } | |
| layer { | |
| name: "interstellar2b_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar2b_branch2a" | |
| top: "interstellar2b_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 128 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar2b_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar2b_branch2b_s" | |
| top: "interstellar2b_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn2b_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar2b_branch2b" | |
| top: "interstellar2b_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn2b_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar2b_branch2b" | |
| top: "interstellar2b_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar2b_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar2b_branch2b" | |
| top: "interstellar2b_branch2b" | |
| } | |
| layer { | |
| name: "interstellar2b_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar2b_branch2b" | |
| top: "interstellar2b_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 128 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar2b_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar2b_branch2c_s" | |
| top: "interstellar2b_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn2b_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar2b_branch2c" | |
| top: "interstellar2b_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn2b_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar2b_branch2c" | |
| top: "interstellar2b_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins2b" | |
| type: "Eltwise" | |
| bottom: "interstellar2b_branch2c" | |
| bottom: "ins2a" | |
| top: "ins2b" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins2b_relu" | |
| type: "ReLU" | |
| bottom: "ins2b" | |
| top: "ins2b" | |
| } | |
| layer { | |
| name: "interstellar2c_branch2a_s" | |
| type: "Convolution" | |
| bottom: "ins2b" | |
| top: "interstellar2c_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 256 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar2c_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar2c_branch2a_s" | |
| top: "interstellar2c_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn2c_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar2c_branch2a" | |
| top: "interstellar2c_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn2c_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar2c_branch2a" | |
| top: "interstellar2c_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar2c_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar2c_branch2a" | |
| top: "interstellar2c_branch2a" | |
| } | |
| layer { | |
| name: "interstellar2c_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar2c_branch2a" | |
| top: "interstellar2c_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 128 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar2c_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar2c_branch2b_s" | |
| top: "interstellar2c_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn2c_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar2c_branch2b" | |
| top: "interstellar2c_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn2c_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar2c_branch2b" | |
| top: "interstellar2c_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar2c_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar2c_branch2b" | |
| top: "interstellar2c_branch2b" | |
| } | |
| layer { | |
| name: "interstellar2c_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar2c_branch2b" | |
| top: "interstellar2c_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 128 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar2c_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar2c_branch2c_s" | |
| top: "interstellar2c_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn2c_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar2c_branch2c" | |
| top: "interstellar2c_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn2c_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar2c_branch2c" | |
| top: "interstellar2c_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins2c" | |
| type: "Eltwise" | |
| bottom: "interstellar2c_branch2c" | |
| bottom: "ins2b" | |
| top: "ins2c" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins2c_relu" | |
| type: "ReLU" | |
| bottom: "ins2c" | |
| top: "ins2c" | |
| } | |
| layer { | |
| name: "interstellar3a_branch1_s" | |
| type: "Convolution" | |
| bottom: "ins2c" | |
| top: "interstellar3a_branch1_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 256 | |
| stride: 2 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar3a_branch1" | |
| type: "Convolution" | |
| bottom: "interstellar3a_branch1_s" | |
| top: "interstellar3a_branch1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn3a_branch1" | |
| type: "BatchNorm" | |
| bottom: "interstellar3a_branch1" | |
| top: "interstellar3a_branch1" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn3a_branch1_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar3a_branch1" | |
| top: "interstellar3a_branch1" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar3a_branch2a_s" | |
| type: "Convolution" | |
| bottom: "ins2c" | |
| top: "interstellar3a_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 256 | |
| stride: 2 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar3a_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar3a_branch2a_s" | |
| top: "interstellar3a_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn3a_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar3a_branch2a" | |
| top: "interstellar3a_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn3a_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar3a_branch2a" | |
| top: "interstellar3a_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar3a_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar3a_branch2a" | |
| top: "interstellar3a_branch2a" | |
| } | |
| layer { | |
| name: "interstellar3a_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar3a_branch2a" | |
| top: "interstellar3a_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 256 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar3a_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar3a_branch2b_s" | |
| top: "interstellar3a_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn3a_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar3a_branch2b" | |
| top: "interstellar3a_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn3a_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar3a_branch2b" | |
| top: "interstellar3a_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar3a_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar3a_branch2b" | |
| top: "interstellar3a_branch2b" | |
| } | |
| layer { | |
| name: "interstellar3a_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar3a_branch2b" | |
| top: "interstellar3a_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 256 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar3a_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar3a_branch2c_s" | |
| top: "interstellar3a_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn3a_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar3a_branch2c" | |
| top: "interstellar3a_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn3a_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar3a_branch2c" | |
| top: "interstellar3a_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins3a" | |
| type: "Eltwise" | |
| bottom: "interstellar3a_branch2c" | |
| bottom: "interstellar3a_branch1" | |
| top: "ins3a" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins3a_relu" | |
| type: "ReLU" | |
| bottom: "ins3a" | |
| top: "ins3a" | |
| } | |
| layer { | |
| name: "interstellar3b_branch2a_s" | |
| type: "Convolution" | |
| bottom: "ins3a" | |
| top: "interstellar3b_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar3b_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar3b_branch2a_s" | |
| top: "interstellar3b_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn3b_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar3b_branch2a" | |
| top: "interstellar3b_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn3b_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar3b_branch2a" | |
| top: "interstellar3b_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar3b_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar3b_branch2a" | |
| top: "interstellar3b_branch2a" | |
| } | |
| layer { | |
| name: "interstellar3b_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar3b_branch2a" | |
| top: "interstellar3b_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 256 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar3b_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar3b_branch2b_s" | |
| top: "interstellar3b_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn3b_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar3b_branch2b" | |
| top: "interstellar3b_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn3b_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar3b_branch2b" | |
| top: "interstellar3b_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar3b_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar3b_branch2b" | |
| top: "interstellar3b_branch2b" | |
| } | |
| layer { | |
| name: "interstellar3b_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar3b_branch2b" | |
| top: "interstellar3b_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 256 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar3b_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar3b_branch2c_s" | |
| top: "interstellar3b_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn3b_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar3b_branch2c" | |
| top: "interstellar3b_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn3b_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar3b_branch2c" | |
| top: "interstellar3b_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins3b" | |
| type: "Eltwise" | |
| bottom: "interstellar3b_branch2c" | |
| bottom: "ins3a" | |
| top: "ins3b" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins3b_relu" | |
| type: "ReLU" | |
| bottom: "ins3b" | |
| top: "ins3b" | |
| } | |
| layer { | |
| name: "interstellar3c_branch2a_s" | |
| type: "Convolution" | |
| bottom: "ins3b" | |
| top: "interstellar3c_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar3c_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar3c_branch2a_s" | |
| top: "interstellar3c_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn3c_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar3c_branch2a" | |
| top: "interstellar3c_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn3c_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar3c_branch2a" | |
| top: "interstellar3c_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar3c_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar3c_branch2a" | |
| top: "interstellar3c_branch2a" | |
| } | |
| layer { | |
| name: "interstellar3c_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar3c_branch2a" | |
| top: "interstellar3c_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 256 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar3c_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar3c_branch2b_s" | |
| top: "interstellar3c_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn3c_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar3c_branch2b" | |
| top: "interstellar3c_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn3c_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar3c_branch2b" | |
| top: "interstellar3c_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar3c_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar3c_branch2b" | |
| top: "interstellar3c_branch2b" | |
| } | |
| layer { | |
| name: "interstellar3c_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar3c_branch2b" | |
| top: "interstellar3c_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 256 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar3c_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar3c_branch2c_s" | |
| top: "interstellar3c_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn3c_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar3c_branch2c" | |
| top: "interstellar3c_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn3c_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar3c_branch2c" | |
| top: "interstellar3c_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins3c" | |
| type: "Eltwise" | |
| bottom: "interstellar3c_branch2c" | |
| bottom: "ins3b" | |
| top: "ins3c" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins3c_relu" | |
| type: "ReLU" | |
| bottom: "ins3c" | |
| top: "ins3c" | |
| } | |
| layer { | |
| name: "interstellar3d_branch2a_s" | |
| type: "Convolution" | |
| bottom: "ins3c" | |
| top: "interstellar3d_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar3d_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar3d_branch2a_s" | |
| top: "interstellar3d_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn3d_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar3d_branch2a" | |
| top: "interstellar3d_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn3d_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar3d_branch2a" | |
| top: "interstellar3d_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar3d_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar3d_branch2a" | |
| top: "interstellar3d_branch2a" | |
| } | |
| layer { | |
| name: "interstellar3d_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar3d_branch2a" | |
| top: "interstellar3d_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 256 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar3d_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar3d_branch2b_s" | |
| top: "interstellar3d_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn3d_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar3d_branch2b" | |
| top: "interstellar3d_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn3d_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar3d_branch2b" | |
| top: "interstellar3d_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar3d_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar3d_branch2b" | |
| top: "interstellar3d_branch2b" | |
| } | |
| layer { | |
| name: "interstellar3d_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar3d_branch2b" | |
| top: "interstellar3d_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 256 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 256 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar3d_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar3d_branch2c_s" | |
| top: "interstellar3d_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn3d_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar3d_branch2c" | |
| top: "interstellar3d_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn3d_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar3d_branch2c" | |
| top: "interstellar3d_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins3d" | |
| type: "Eltwise" | |
| bottom: "interstellar3d_branch2c" | |
| bottom: "ins3c" | |
| top: "ins3d" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins3d_relu" | |
| type: "ReLU" | |
| bottom: "ins3d" | |
| top: "ins3d" | |
| } | |
| layer { | |
| name: "interstellar4a_branch1_s" | |
| type: "Convolution" | |
| bottom: "ins3d" | |
| top: "interstellar4a_branch1_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 2 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4a_branch1" | |
| type: "Convolution" | |
| bottom: "interstellar4a_branch1_s" | |
| top: "interstellar4a_branch1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4a_branch1" | |
| type: "BatchNorm" | |
| bottom: "interstellar4a_branch1" | |
| top: "interstellar4a_branch1" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4a_branch1_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4a_branch1" | |
| top: "interstellar4a_branch1" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar4a_branch2a_s" | |
| type: "Convolution" | |
| bottom: "ins3d" | |
| top: "interstellar4a_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 2 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4a_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar4a_branch2a_s" | |
| top: "interstellar4a_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4a_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar4a_branch2a" | |
| top: "interstellar4a_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4a_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4a_branch2a" | |
| top: "interstellar4a_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar4a_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar4a_branch2a" | |
| top: "interstellar4a_branch2a" | |
| } | |
| layer { | |
| name: "interstellar4a_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar4a_branch2a" | |
| top: "interstellar4a_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4a_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar4a_branch2b_s" | |
| top: "interstellar4a_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4a_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar4a_branch2b" | |
| top: "interstellar4a_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4a_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4a_branch2b" | |
| top: "interstellar4a_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar4a_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar4a_branch2b" | |
| top: "interstellar4a_branch2b" | |
| } | |
| layer { | |
| name: "interstellar4a_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar4a_branch2b" | |
| top: "interstellar4a_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4a_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar4a_branch2c_s" | |
| top: "interstellar4a_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4a_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar4a_branch2c" | |
| top: "interstellar4a_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4a_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4a_branch2c" | |
| top: "interstellar4a_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins4a" | |
| type: "Eltwise" | |
| bottom: "interstellar4a_branch2c" | |
| bottom: "interstellar4a_branch1" | |
| top: "ins4a" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins4a_relu" | |
| type: "ReLU" | |
| bottom: "ins4a" | |
| top: "ins4a" | |
| } | |
| layer { | |
| name: "interstellar4b_branch2a_s" | |
| type: "Convolution" | |
| bottom: "ins4a" | |
| top: "interstellar4b_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 1024 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4b_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar4b_branch2a_s" | |
| top: "interstellar4b_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4b_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar4b_branch2a" | |
| top: "interstellar4b_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4b_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4b_branch2a" | |
| top: "interstellar4b_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar4b_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar4b_branch2a" | |
| top: "interstellar4b_branch2a" | |
| } | |
| layer { | |
| name: "interstellar4b_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar4b_branch2a" | |
| top: "interstellar4b_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4b_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar4b_branch2b_s" | |
| top: "interstellar4b_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4b_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar4b_branch2b" | |
| top: "interstellar4b_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4b_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4b_branch2b" | |
| top: "interstellar4b_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar4b_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar4b_branch2b" | |
| top: "interstellar4b_branch2b" | |
| } | |
| layer { | |
| name: "interstellar4b_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar4b_branch2b" | |
| top: "interstellar4b_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4b_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar4b_branch2c_s" | |
| top: "interstellar4b_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4b_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar4b_branch2c" | |
| top: "interstellar4b_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4b_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4b_branch2c" | |
| top: "interstellar4b_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins4b" | |
| type: "Eltwise" | |
| bottom: "interstellar4b_branch2c" | |
| bottom: "ins4a" | |
| top: "ins4b" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins4b_relu" | |
| type: "ReLU" | |
| bottom: "ins4b" | |
| top: "ins4b" | |
| } | |
| layer { | |
| name: "interstellar4c_branch2a_s" | |
| type: "Convolution" | |
| bottom: "ins4b" | |
| top: "interstellar4c_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 1024 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4c_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar4c_branch2a_s" | |
| top: "interstellar4c_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4c_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar4c_branch2a" | |
| top: "interstellar4c_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4c_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4c_branch2a" | |
| top: "interstellar4c_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar4c_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar4c_branch2a" | |
| top: "interstellar4c_branch2a" | |
| } | |
| layer { | |
| name: "interstellar4c_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar4c_branch2a" | |
| top: "interstellar4c_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4c_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar4c_branch2b_s" | |
| top: "interstellar4c_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4c_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar4c_branch2b" | |
| top: "interstellar4c_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4c_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4c_branch2b" | |
| top: "interstellar4c_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar4c_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar4c_branch2b" | |
| top: "interstellar4c_branch2b" | |
| } | |
| layer { | |
| name: "interstellar4c_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar4c_branch2b" | |
| top: "interstellar4c_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4c_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar4c_branch2c_s" | |
| top: "interstellar4c_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4c_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar4c_branch2c" | |
| top: "interstellar4c_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4c_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4c_branch2c" | |
| top: "interstellar4c_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins4c" | |
| type: "Eltwise" | |
| bottom: "interstellar4c_branch2c" | |
| bottom: "ins4b" | |
| top: "ins4c" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins4c_relu" | |
| type: "ReLU" | |
| bottom: "ins4c" | |
| top: "ins4c" | |
| } | |
| layer { | |
| name: "interstellar4d_branch2a_s" | |
| type: "Convolution" | |
| bottom: "ins4c" | |
| top: "interstellar4d_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 1024 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4d_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar4d_branch2a_s" | |
| top: "interstellar4d_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4d_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar4d_branch2a" | |
| top: "interstellar4d_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4d_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4d_branch2a" | |
| top: "interstellar4d_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar4d_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar4d_branch2a" | |
| top: "interstellar4d_branch2a" | |
| } | |
| layer { | |
| name: "interstellar4d_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar4d_branch2a" | |
| top: "interstellar4d_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4d_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar4d_branch2b_s" | |
| top: "interstellar4d_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4d_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar4d_branch2b" | |
| top: "interstellar4d_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4d_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4d_branch2b" | |
| top: "interstellar4d_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar4d_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar4d_branch2b" | |
| top: "interstellar4d_branch2b" | |
| } | |
| layer { | |
| name: "interstellar4d_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar4d_branch2b" | |
| top: "interstellar4d_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4d_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar4d_branch2c_s" | |
| top: "interstellar4d_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4d_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar4d_branch2c" | |
| top: "interstellar4d_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4d_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4d_branch2c" | |
| top: "interstellar4d_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins4d" | |
| type: "Eltwise" | |
| bottom: "interstellar4d_branch2c" | |
| bottom: "ins4c" | |
| top: "ins4d" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins4d_relu" | |
| type: "ReLU" | |
| bottom: "ins4d" | |
| top: "ins4d" | |
| } | |
| layer { | |
| name: "interstellar4e_branch2a_s" | |
| type: "Convolution" | |
| bottom: "ins4d" | |
| top: "interstellar4e_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 1024 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4e_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar4e_branch2a_s" | |
| top: "interstellar4e_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4e_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar4e_branch2a" | |
| top: "interstellar4e_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4e_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4e_branch2a" | |
| top: "interstellar4e_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar4e_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar4e_branch2a" | |
| top: "interstellar4e_branch2a" | |
| } | |
| layer { | |
| name: "interstellar4e_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar4e_branch2a" | |
| top: "interstellar4e_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4e_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar4e_branch2b_s" | |
| top: "interstellar4e_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4e_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar4e_branch2b" | |
| top: "interstellar4e_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4e_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4e_branch2b" | |
| top: "interstellar4e_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar4e_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar4e_branch2b" | |
| top: "interstellar4e_branch2b" | |
| } | |
| layer { | |
| name: "interstellar4e_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar4e_branch2b" | |
| top: "interstellar4e_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4e_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar4e_branch2c_s" | |
| top: "interstellar4e_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4e_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar4e_branch2c" | |
| top: "interstellar4e_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4e_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4e_branch2c" | |
| top: "interstellar4e_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins4e" | |
| type: "Eltwise" | |
| bottom: "interstellar4e_branch2c" | |
| bottom: "ins4d" | |
| top: "ins4e" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins4e_relu" | |
| type: "ReLU" | |
| bottom: "ins4e" | |
| top: "ins4e" | |
| } | |
| layer { | |
| name: "interstellar4f_branch2a_s" | |
| type: "Convolution" | |
| bottom: "ins4e" | |
| top: "interstellar4f_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 1024 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4f_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar4f_branch2a_s" | |
| top: "interstellar4f_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4f_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar4f_branch2a" | |
| top: "interstellar4f_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4f_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4f_branch2a" | |
| top: "interstellar4f_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar4f_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar4f_branch2a" | |
| top: "interstellar4f_branch2a" | |
| } | |
| layer { | |
| name: "interstellar4f_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar4f_branch2a" | |
| top: "interstellar4f_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4f_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar4f_branch2b_s" | |
| top: "interstellar4f_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4f_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar4f_branch2b" | |
| top: "interstellar4f_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4f_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4f_branch2b" | |
| top: "interstellar4f_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar4f_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar4f_branch2b" | |
| top: "interstellar4f_branch2b" | |
| } | |
| layer { | |
| name: "interstellar4f_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar4f_branch2b" | |
| top: "interstellar4f_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 512 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 512 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar4f_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar4f_branch2c_s" | |
| top: "interstellar4f_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn4f_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar4f_branch2c" | |
| top: "interstellar4f_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn4f_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar4f_branch2c" | |
| top: "interstellar4f_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins4f" | |
| type: "Eltwise" | |
| bottom: "interstellar4f_branch2c" | |
| bottom: "ins4e" | |
| top: "ins4f" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins4f_relu" | |
| type: "ReLU" | |
| bottom: "ins4f" | |
| top: "ins4f" | |
| } | |
| layer { | |
| name: "interstellar5a_branch1_s" | |
| type: "Convolution" | |
| bottom: "ins4f" | |
| top: "interstellar5a_branch1_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 1024 | |
| stride: 2 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar5a_branch1" | |
| type: "Convolution" | |
| bottom: "interstellar5a_branch1_s" | |
| top: "interstellar5a_branch1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 2048 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn5a_branch1" | |
| type: "BatchNorm" | |
| bottom: "interstellar5a_branch1" | |
| top: "interstellar5a_branch1" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn5a_branch1_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar5a_branch1" | |
| top: "interstellar5a_branch1" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar5a_branch2a_s" | |
| type: "Convolution" | |
| bottom: "ins4f" | |
| top: "interstellar5a_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 1024 | |
| stride: 2 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar5a_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar5a_branch2a_s" | |
| top: "interstellar5a_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn5a_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar5a_branch2a" | |
| top: "interstellar5a_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn5a_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar5a_branch2a" | |
| top: "interstellar5a_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar5a_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar5a_branch2a" | |
| top: "interstellar5a_branch2a" | |
| } | |
| layer { | |
| name: "interstellar5a_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar5a_branch2a" | |
| top: "interstellar5a_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 1024 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar5a_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar5a_branch2b_s" | |
| top: "interstellar5a_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn5a_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar5a_branch2b" | |
| top: "interstellar5a_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn5a_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar5a_branch2b" | |
| top: "interstellar5a_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar5a_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar5a_branch2b" | |
| top: "interstellar5a_branch2b" | |
| } | |
| layer { | |
| name: "interstellar5a_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar5a_branch2b" | |
| top: "interstellar5a_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 1024 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar5a_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar5a_branch2c_s" | |
| top: "interstellar5a_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 2048 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn5a_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar5a_branch2c" | |
| top: "interstellar5a_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn5a_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar5a_branch2c" | |
| top: "interstellar5a_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins5a" | |
| type: "Eltwise" | |
| bottom: "interstellar5a_branch2c" | |
| bottom: "interstellar5a_branch1" | |
| top: "ins5a" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins5a_relu" | |
| type: "ReLU" | |
| bottom: "ins5a" | |
| top: "ins5a" | |
| } | |
| layer { | |
| name: "interstellar5b_branch2a_s" | |
| type: "Convolution" | |
| bottom: "ins5a" | |
| top: "interstellar5b_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 2048 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 2048 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar5b_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar5b_branch2a_s" | |
| top: "interstellar5b_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn5b_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar5b_branch2a" | |
| top: "interstellar5b_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn5b_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar5b_branch2a" | |
| top: "interstellar5b_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar5b_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar5b_branch2a" | |
| top: "interstellar5b_branch2a" | |
| } | |
| layer { | |
| name: "interstellar5b_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar5b_branch2a" | |
| top: "interstellar5b_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 1024 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar5b_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar5b_branch2b_s" | |
| top: "interstellar5b_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn5b_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar5b_branch2b" | |
| top: "interstellar5b_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn5b_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar5b_branch2b" | |
| top: "interstellar5b_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar5b_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar5b_branch2b" | |
| top: "interstellar5b_branch2b" | |
| } | |
| layer { | |
| name: "interstellar5b_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar5b_branch2b" | |
| top: "interstellar5b_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 1024 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar5b_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar5b_branch2c_s" | |
| top: "interstellar5b_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 2048 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn5b_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar5b_branch2c" | |
| top: "interstellar5b_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn5b_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar5b_branch2c" | |
| top: "interstellar5b_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins5b" | |
| type: "Eltwise" | |
| bottom: "interstellar5b_branch2c" | |
| bottom: "ins5a" | |
| top: "ins5b" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins5b_relu" | |
| type: "ReLU" | |
| bottom: "ins5b" | |
| top: "ins5b" | |
| } | |
| layer { | |
| name: "interstellar5c_branch2a_s" | |
| type: "Convolution" | |
| bottom: "ins5b" | |
| top: "interstellar5c_branch2a_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 2048 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 2048 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar5c_branch2a" | |
| type: "Convolution" | |
| bottom: "interstellar5c_branch2a_s" | |
| top: "interstellar5c_branch2a" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn5c_branch2a" | |
| type: "BatchNorm" | |
| bottom: "interstellar5c_branch2a" | |
| top: "interstellar5c_branch2a" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn5c_branch2a_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar5c_branch2a" | |
| top: "interstellar5c_branch2a" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar5c_branch2a_relu" | |
| type: "ReLU" | |
| bottom: "interstellar5c_branch2a" | |
| top: "interstellar5c_branch2a" | |
| } | |
| layer { | |
| name: "interstellar5c_branch2b_s" | |
| type: "Convolution" | |
| bottom: "interstellar5c_branch2a" | |
| top: "interstellar5c_branch2b_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 1024 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar5c_branch2b" | |
| type: "Convolution" | |
| bottom: "interstellar5c_branch2b_s" | |
| top: "interstellar5c_branch2b" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn5c_branch2b" | |
| type: "BatchNorm" | |
| bottom: "interstellar5c_branch2b" | |
| top: "interstellar5c_branch2b" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn5c_branch2b_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar5c_branch2b" | |
| top: "interstellar5c_branch2b" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "interstellar5c_branch2b_relu" | |
| type: "ReLU" | |
| bottom: "interstellar5c_branch2b" | |
| top: "interstellar5c_branch2b" | |
| } | |
| layer { | |
| name: "interstellar5c_branch2c_s" | |
| type: "Convolution" | |
| bottom: "interstellar5c_branch2b" | |
| top: "interstellar5c_branch2c_s" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 1024 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| group: 1024 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| engine: CAFFE | |
| } | |
| } | |
| layer { | |
| name: "interstellar5c_branch2c" | |
| type: "Convolution" | |
| bottom: "interstellar5c_branch2c_s" | |
| top: "interstellar5c_branch2c" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 2048 | |
| bias_term: false | |
| pad: 0 | |
| kernel_size: 1 | |
| stride: 1 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| } | |
| } | |
| layer { | |
| name: "bn5c_branch2c" | |
| type: "BatchNorm" | |
| bottom: "interstellar5c_branch2c" | |
| top: "interstellar5c_branch2c" | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| decay_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "bn5c_branch2c_scaleshift" | |
| type: "Scale" | |
| bottom: "interstellar5c_branch2c" | |
| top: "interstellar5c_branch2c" | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "ins5c" | |
| type: "Eltwise" | |
| bottom: "interstellar5c_branch2c" | |
| bottom: "ins5b" | |
| top: "ins5c" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "ins5c_relu" | |
| type: "ReLU" | |
| bottom: "ins5c" | |
| top: "ins5c" | |
| } | |
| layer { | |
| name: "pool5" | |
| type: "Pooling" | |
| bottom: "ins5c" | |
| top: "pool5" | |
| pooling_param { | |
| pool: AVE | |
| kernel_size: 7 | |
| global_pooling: false | |
| } | |
| } | |
| layer { | |
| name: "fc1000" | |
| type: "InnerProduct" | |
| bottom: "pool5" | |
| top: "fc1000" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 0 | |
| } | |
| inner_product_param { | |
| num_output: 1000 | |
| weight_filler { | |
| type: "msra" | |
| } | |
| bias_filler { | |
| type: "constant" | |
| value: 0 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "loss_softmax" | |
| type: "SoftmaxWithLoss" | |
| bottom: "fc1000" | |
| bottom: "label" | |
| top: "loss_softmax" | |
| } | |
| layer { | |
| bottom: "fc1000" | |
| bottom: "label" | |
| top: "accuracy@1" | |
| name: "accuracy/top1" | |
| type: "Accuracy" | |
| accuracy_param { | |
| top_k: 1 | |
| } | |
| include { | |
| phase: TEST | |
| } | |
| } | |
| layer { | |
| bottom: "fc1000" | |
| bottom: "label" | |
| top: "accuracy@5" | |
| name: "accuracy/top5" | |
| type: "Accuracy" | |
| accuracy_param { | |
| top_k: 5 | |
| } | |
| include { | |
| phase: TEST | |
| } | |
| } |
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